diff --git a/.yamllint b/.yamllint index f893d85a..98e33f5c 100644 --- a/.yamllint +++ b/.yamllint @@ -2,3 +2,5 @@ extends: default rules: line-length: {max: 1024} + new-lines: + type: platform diff --git a/izer/add_fake_passthrough.py b/izer/add_fake_passthrough.py index f0e58692..d337bc53 100644 --- a/izer/add_fake_passthrough.py +++ b/izer/add_fake_passthrough.py @@ -38,7 +38,7 @@ def passthrough_faker(n_channels): a = nn.Conv2d(in_channels=n_channels, out_channels=n_channels, kernel_size=1, bias=False) a.weight.data = torch.zeros_like(a.weight.data) for i in range(a.weight.data.shape[0]): - a.weight.data[i, i, :, :] = 64 + a.weight.data[i, i, :, :] = 1 return a @@ -61,10 +61,10 @@ def main(): new_state_dict[name] = v new_state_dict[f'{args.layer_name}.output_shift'] = torch.Tensor([1.]).to(device) - new_state_dict[f'{args.layer_name}.weight_bits'] = torch.Tensor([8.]).to(device) + new_state_dict[f'{args.layer_name}.weight_bits'] = torch.Tensor([2.]).to(device) new_state_dict[f'{args.layer_name}.bias_bits'] = torch.Tensor([8.]).to(device) new_state_dict[f'{args.layer_name}.quantize_activation'] = torch.Tensor([1.]).to(device) - new_state_dict[f'{args.layer_name}.adjust_output_shift'] = torch.Tensor([0.]).to(device) + new_state_dict[f'{args.layer_name}.adjust_output_shift'] = torch.Tensor([1.]).to(device) new_state_dict[f'{args.layer_name}.shift_quantile'] = torch.Tensor([1.]).to(device) new_state_dict[f'{args.layer_name}.op.weight'] = passthrough_kernel.weight.data.to(device) diff --git a/networks/ai85-faceid_112.yaml b/networks/ai85-faceid_112.yaml new file mode 100644 index 00000000..fb785504 --- /dev/null +++ b/networks/ai85-faceid_112.yaml @@ -0,0 +1,159 @@ +--- +# Faceid_112 for face recognition. Compatible with MAX78000. + +arch: ai85faceidnet_112 +dataset: vggface2_faceid + +layers: + # Layer 0: pre_stage. in 3ch, out 32 ch + - processors: 0x0000000000000007 + in_offset: 0x0000 + out_offset: 0x2000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: ReLU + streaming: true + # Layer 1: pre_stage_2. in 32ch, out 32 ch + - processors: 0xffffffff00000000 + output_processors: 0x00000000ffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: ReLU + max_pool: 2 + pool_stride: 2 + streaming: true + # Layer 2: Bottleneck-0, n=0, conv1. in 32ch, out 64 ch + - processors: 0x00000000ffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 3: Bottleneck-0, n=0, conv2. in 64ch, out 48 ch + - processors: 0xffffffffffffffff + output_processors: 0x0000ffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: None + max_pool: 2 + pool_stride: 2 + # Layer 4: Bottleneck-1, n=0, conv1. in 48ch, out 192 ch + - processors: 0x0000ffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 5: Bottleneck-1, n=0, conv2. in 192 ch, out 64 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: None + max_pool: 2 + pool_stride: 2 + # Layer 6: Bottleneck-2, n=0, conv1. in 64ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x2000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 7: Bottleneck-2, n=0, conv2. in 128 ch, out 64 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 3x3 + write_gap: 1 + pad: 1 + activate: None + # Layer 8: Bottleneck-2, n=0, Reform input layer + - in_offset: 0x4000 + out_offset: 0x0004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [5] + # Layer 9: Bottleneck-2, n=0, Residual add + - in_offset: 0x0000 + out_offset: 0x2000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [7, 8] + # Layer 10: Bottleneck-3, n=0, conv1. in 64, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 11: Bottleneck-3, n=0, conv2. in 256 ch, out 96 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffff0000 + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: None + max_pool: 2 + pool_stride: 2 + # Layer 12: Bottleneck-4, n=0, conv1. in 96 ch, out 192 ch + - processors: 0xffffffffffff0000 + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 13: Bottleneck-4, n=0, conv2. in 192 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: None + # Layer 14: post_stage in 128 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 15: pre_avg in 128 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: None + # Layer 16: Fake Fused Avg Pool + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: None + avg_pool: [7, 7] + pool_stride: 1 + # Layer 17: output layer in 128 features, out 64 features + - out_offset: 0x2000 + processors: 0xffffffffffffffff + operation: MLP + activate: None diff --git a/networks/ai87-mobilefacenet_112.yaml b/networks/ai87-mobilefacenet_112.yaml new file mode 100644 index 00000000..fad3be4c --- /dev/null +++ b/networks/ai87-mobilefacenet_112.yaml @@ -0,0 +1,607 @@ +--- +# MobileFaceNet_112 for face recognition. Compatible with MAX78002. + +arch: ai87netmobilefacenet_112 +dataset: vggface2_faceid + +layers: + # Layer 0: pre_stage. in 3ch, out 64 ch + - processors: 0x0000000000000007 + in_offset: 0x0000 + out_offset: 0x8000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + activate: ReLU + streaming: true + # Layer 1: Dwise. in 64ch, out 64ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 64 + activate: ReLU + max_pool: 2 + pool_stride: 2 + streaming: true + # Layer 2: Bottleneck-0, n=0, conv1. in 64ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 3: Bottleneck-1, n=0, conv2. in 128ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 128 + activate: ReLU + max_pool: 2 + pool_stride: 2 + # Layer 4: Bottleneck-1, n=0, conv3. in 128 ch, out 64 ch. + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: None + # Layer 5: Bottleneck-1, n=1, conv1. in 64ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 6: Bottleneck-1, n=1, conv2. in 128 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 128 + activate: ReLU + # Layer 7: Bottleneck-1, n=1, conv3. in 128 ch, out 64 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + write_gap: 1 + activate: None + # Layer 8: Bottleneck-1, n=1, Reform input layer + - in_offset: 0x0000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [4] + # Layer 9: Bottleneck-1, n=1, Residual add + - in_offset: 0xa000 + out_offset: 0x4000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [7, 8] + # Layer 10: Bottleneck-1, n=2, conv1. in 64ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 11: Bottleneck-1, n=2, conv2. in 128 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 128 + activate: ReLU + # Layer 12: Bottleneck-1, n=2, conv3. in 128 ch, out 64 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + write_gap: 1 + activate: None + # Layer 13: Bottleneck-1, n=2, Reform input layer + - in_offset: 0x4000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [9] + # Layer 14: Bottleneck-1, n=2, Residual add + - in_offset: 0xa000 + out_offset: 0x0000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [12, 13] + # Layer 15: Bottleneck-1, n=3, conv1. in 64ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 16: Bottleneck-1, n=3, conv2. in 128 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 128 + activate: ReLU + # Layer 17: Bottleneck-1, n=3, conv3. in 128 ch, out 64 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 18: Bottleneck-1, n=3, Reform input layer + - in_offset: 0x0000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [14] + # Layer 19: Bottleneck-1, n=3, Residual add + - in_offset: 0xa000 + out_offset: 0x0000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [17, 18] + # Layer 20: Bottleneck-1, n=4, conv1. in 64ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 21: Bottleneck-1, n=4, conv2. in 128 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 128 + activate: ReLU + # Layer 22: Bottleneck-1, n=4, conv3. in 128 ch, out 64 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 23: Bottleneck-1, n=4, Reform input layer + - in_offset: 0x0000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [19] + # Layer 24: Bottleneck-1, n=4, Residual add + - in_offset: 0xa000 + out_offset: 0x6000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [22, 23] + # Layer 25: Bottleneck-2, n=0, conv1. in 64ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 26: Bottleneck-2, n=0, conv2. in 256ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + max_pool: 2 + pool_stride: 2 + # Layer 27: Bottleneck-2, n=0, conv3. in 256 ch, out 128 ch. + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: None + # Layer 28: Bottleneck-3, n=0, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 29: Bottleneck-3, n=0, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 30: Bottleneck-3, n=0, conv3. in 256 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 31: Bottleneck-3, n=0, Reform input layer + - in_offset: 0x0000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [27] + # Layer 32: Bottleneck-3, n=0, Residual add + - in_offset: 0xa000 + out_offset: 0x4000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [30, 31] + # Layer 33: Bottleneck-3, n=1, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 34: Bottleneck-3, n=1, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 35: Bottleneck-3, n=1, conv3. in 256 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 36: Bottleneck-3, n=1, Reform input layer + - in_offset: 0x4000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [32] + # Layer 37: Bottleneck-3, n=1, Residual add + - in_offset: 0xa000 + out_offset: 0x4000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [35, 36] + # Layer 38: Bottleneck-3, n=2, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 39: Bottleneck-3, n=2, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 40: Bottleneck-3, n=2, conv3. in 256 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 41: Bottleneck-3, n=2, Reform input layer + - in_offset: 0x4000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [37] + # Layer 42: Bottleneck-3, n=2, Residual add + - in_offset: 0xa000 + out_offset: 0x0000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [40, 41] + # Layer 43: Bottleneck-3, n=3, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 44: Bottleneck-3, n=3, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 45: Bottleneck-3, n=3, conv3. in 256 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 46: Bottleneck-3, n=3, Reform input layer + - in_offset: 0x0000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [42] + # Layer 47: Bottleneck-3, n=3, Residual add + - in_offset: 0xa000 + out_offset: 0x4000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [45, 46] + # Layer 48: Bottleneck-3, n=4, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 49: Bottleneck-3, n=4, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 50: Bottleneck-3, n=4, conv3. in 256 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 51: Bottleneck-3, n=4, Reform input layer + - in_offset: 0x4000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [47] + # Layer 52: Bottleneck-1, n=4, Residual add + - in_offset: 0xa000 + out_offset: 0x0000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [50, 51] + # Layer 53: Bottleneck-3, n=5, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 54: Bottleneck-3, n=5, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 55: Bottleneck-3, n=5, conv3. in 256 ch, out 128ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 56: Bottleneck-3, n=5, Reform input layer + - in_offset: 0x0000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [52] + # Layer 57: Bottleneck-3, n=5, Residual add + - in_offset: 0xa000 + out_offset: 0x4000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [55, 56] + # Layer 58: Bottleneck-4, n=0, conv1. in 128ch, out 512 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 59: Bottleneck-4, n=0, conv2. in 512ch, out 512 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 512 + activate: ReLU + max_pool: 2 + pool_stride: 2 + # Layer 60: Bottleneck-4, n=0, conv3. in 512 ch, out 128 ch. + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: None + # Layer 61: Bottleneck-5, n=0, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x4000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 62: Bottleneck-5, n=0, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x8000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 63: Bottleneck-5, n=0, conv3. in 256 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 64: Bottleneck-5, n=1, Reform input layer + - in_offset: 0x0000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [60] + # Layer 65: Bottleneck-5, n=0, Residual add + - in_offset: 0xa000 + out_offset: 0x4000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [63, 64] + # Layer 66: Bottleneck-5, n=1, conv1. in 128ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 67: Bottleneck-5, n=1, conv2. in 256 ch, out 256 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x0000 + operation: Conv2d + kernel_size: 3x3 + pad: 1 + groups: 256 + activate: ReLU + # Layer 68: Bottleneck-5, n=1, conv3. in 256 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + write_gap: 1 + pad: 0 + activate: None + # Layer 69: Bottleneck-5, n=1, Reform input layer + - in_offset: 0x4000 + out_offset: 0xa004 + processors: 0xffffffffffffffff + operation: passthrough + write_gap: 1 + in_sequences: [65] + # Layer 70: Bottleneck-5, n=1, Residual add + - in_offset: 0xa000 + out_offset: 0x0000 + processors: 0xffffffffffffffff + operation: none + eltwise: add + in_sequences: [68, 69] + # Layer 71: post-stage in 128 ch, out 128 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0x2000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: ReLU + # Layer 72: output layer in 128 ch, out 64 ch + - processors: 0xffffffffffffffff + output_processors: 0xffffffffffffffff + out_offset: 0xa000 + operation: Conv2d + kernel_size: 1x1 + pad: 0 + activate: None + avg_pool: [7, 7] + pool_stride: 1 diff --git a/requirements.txt b/requirements.txt index 33d53beb..6fc07cf4 100644 --- a/requirements.txt +++ b/requirements.txt @@ -11,3 +11,4 @@ rich>=11.2.0 protobuf>=3.20.1,<4.0 xxhash>=3.0.0 matplotlib>=3.6.0 +yamllint==1.33.0 diff --git a/scripts/gen_faceid_112_max78000.sh b/scripts/gen_faceid_112_max78000.sh new file mode 100644 index 00000000..dadfa42a --- /dev/null +++ b/scripts/gen_faceid_112_max78000.sh @@ -0,0 +1,7 @@ +#!/bin/sh +DEVICE="MAX78000" +TARGET="sdk/Examples/$DEVICE/CNN" +COMMON_ARGS="--device $DEVICE --timer 0 --display-checkpoint --verbose" + +python izer/add_fake_passthrough.py --input-checkpoint-path trained/ai85-faceid_112-qat-q.pth.tar --output-checkpoint-path trained/ai85-fakepass-ai85-faceid_112-qat-q.pth.tar --layer-name fakepass --layer-depth 128 --layer-name-after-pt linear "$@" +python ai8xize.py --test-dir $TARGET --prefix faceid_112 --checkpoint-file trained/ai85-fakepass-ai85-faceid_112-qat-q.pth.tar --config-file networks/ai85-faceid_112.yaml --fifo $COMMON_ARGS "$@" diff --git a/scripts/gen_mobilefacenet_112_max78002.sh b/scripts/gen_mobilefacenet_112_max78002.sh new file mode 100644 index 00000000..e834d29e --- /dev/null +++ b/scripts/gen_mobilefacenet_112_max78002.sh @@ -0,0 +1,6 @@ +#!/bin/sh +DEVICE="MAX78002" +TARGET="sdk/Examples/$DEVICE/CNN" +COMMON_ARGS="--device $DEVICE --timer 0 --display-checkpoint --verbose" + +python ai8xize.py --test-dir $TARGET --prefix mobilefacenet_112 --checkpoint-file trained/ai87-mobilefacenet_112_qat-q.pth.tar --config-file networks/ai87-mobilefacenet_112.yaml --fifo $COMMON_ARGS "$@" diff --git a/scripts/quantize_faceid_112.sh b/scripts/quantize_faceid_112.sh new file mode 100644 index 00000000..6d8e7dbb --- /dev/null +++ b/scripts/quantize_faceid_112.sh @@ -0,0 +1,2 @@ +#!/bin/sh +python quantize.py trained/ai85-faceid_112-qat.pth.tar trained/ai85-faceid_112-qat-q.pth.tar --device MAX78000 -v "$@" diff --git a/scripts/quantize_mobilefacenet_112.sh b/scripts/quantize_mobilefacenet_112.sh new file mode 100644 index 00000000..3bb12730 --- /dev/null +++ b/scripts/quantize_mobilefacenet_112.sh @@ -0,0 +1,2 @@ +#!/bin/sh +python quantize.py trained/ai87-mobilefacenet_112_qat.pth.tar trained/ai87-mobilefacenet_112_qat-q.pth.tar --device MAX78002 -v "$@" \ No newline at end of file diff --git a/trained/ai85-faceid_112-qat-q.pth.tar b/trained/ai85-faceid_112-qat-q.pth.tar new file mode 100644 index 00000000..c0932600 Binary files /dev/null and b/trained/ai85-faceid_112-qat-q.pth.tar differ diff --git a/trained/ai85-faceid_112-qat.log b/trained/ai85-faceid_112-qat.log new file mode 100644 index 00000000..64137307 --- /dev/null +++ b/trained/ai85-faceid_112-qat.log @@ -0,0 +1,13860 @@ +2023-11-17 16:27:10,607 - Log file for this run: /home/oguzhanbuyuksolak/Repos/ai8x-training-faceID/logs/2023.11.17-162710/2023.11.17-162710.log +2023-11-17 16:27:13,025 - WARNING: kd_student_wt == 0, Overwriting criterion with a dummy loss +2023-11-17 16:27:13,025 - Optimizer Type: +2023-11-17 16:27:13,025 - Optimizer Args: {'lr': 0.001, 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.0, 'amsgrad': False} +2023-11-17 16:27:20,136 - Dataset sizes: + training=3114790 + validation=167951 + test=167951 +2023-11-17 16:27:20,137 - Reading compression schedule from: policies/schedule-faceid_112.yaml +2023-11-17 16:27:20,644 - => loading checkpoint logs/2023.10.11-144438/best.pth.tar +2023-11-17 16:27:20,831 - => Checkpoint contents: ++----------------------+-------------+---------+ +| Key | Type | Value | +|----------------------+-------------+---------| +| arch | str | ir_152 | +| compression_sched | dict | | +| epoch | int | 6 | +| extras | dict | | +| optimizer_state_dict | dict | | +| optimizer_type | type | Adam | +| state_dict | OrderedDict | | ++----------------------+-------------+---------+ + +2023-11-17 16:27:20,831 - => Checkpoint['extras'] contents: ++---------------------------+-----------+----------+ +| Key | Type | Value | +|---------------------------+-----------+----------| +| best_epoch | int | 6 | +| best_mAP | int | 0 | +| best_top1 | float | 0.919203 | +| current_mAP | int | 0 | +| current_top1 | float | 0.919203 | +| loss_optimizer_state_dict | dict | | +| loss_weights | Parameter | | ++---------------------------+-----------+----------+ + +2023-11-17 16:27:20,832 - Loaded compression schedule from checkpoint (epoch 6) +2023-11-17 16:27:20,878 - => loaded 'state_dict' from checkpoint 'logs/2023.10.11-144438/best.pth.tar' +2023-11-17 16:27:20,887 - +Student-Teacher knowledge distillation enabled: +2023-11-17 16:27:20,887 - Teacher Model: ir_152 +2023-11-17 16:27:20,887 - Temperature: 1.0 +2023-11-17 16:27:20,887 - Loss Weights (distillation | student | teacher): 1.00 | 0.00 | 0.00 +2023-11-17 16:27:20,887 - Starting from Epoch: 0 +2023-11-17 16:27:20,887 - + +2023-11-17 16:27:20,887 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-17 16:28:23,646 - Epoch: [0][ 100/12168] Overall Loss 0.030393 Objective Loss 0.000000 Distill Loss 0.030393 LR 0.001000 Time 0.627547 +2023-11-17 16:29:17,312 - Epoch: [0][ 200/12168] Overall Loss 0.030024 Objective Loss 0.000000 Distill Loss 0.030024 LR 0.001000 Time 0.582085 +2023-11-17 16:30:10,993 - Epoch: [0][ 300/12168] Overall Loss 0.029753 Objective Loss 0.000000 Distill Loss 0.029753 LR 0.001000 Time 0.566983 +2023-11-17 16:31:04,554 - Epoch: [0][ 400/12168] Overall Loss 0.029508 Objective Loss 0.000000 Distill Loss 0.029508 LR 0.001000 Time 0.559129 +2023-11-17 16:31:58,111 - Epoch: [0][ 500/12168] Overall Loss 0.029256 Objective Loss 0.000000 Distill Loss 0.029256 LR 0.001000 Time 0.554411 +2023-11-17 16:32:51,736 - Epoch: [0][ 600/12168] Overall Loss 0.029017 Objective Loss 0.000000 Distill Loss 0.029017 LR 0.001000 Time 0.551379 +2023-11-17 16:33:45,301 - Epoch: [0][ 700/12168] Overall Loss 0.028793 Objective Loss 0.000000 Distill Loss 0.028793 LR 0.001000 Time 0.549126 +2023-11-17 16:34:38,832 - Epoch: [0][ 800/12168] Overall Loss 0.028576 Objective Loss 0.000000 Distill Loss 0.028576 LR 0.001000 Time 0.547395 +2023-11-17 16:35:32,505 - Epoch: [0][ 900/12168] Overall Loss 0.028369 Objective Loss 0.000000 Distill Loss 0.028369 LR 0.001000 Time 0.546206 +2023-11-17 16:36:26,146 - Epoch: [0][ 1000/12168] Overall Loss 0.028173 Objective Loss 0.000000 Distill Loss 0.028173 LR 0.001000 Time 0.545223 +2023-11-17 16:37:19,908 - Epoch: [0][ 1100/12168] Overall Loss 0.027981 Objective Loss 0.000000 Distill Loss 0.027981 LR 0.001000 Time 0.544528 +2023-11-17 16:38:13,473 - Epoch: [0][ 1200/12168] Overall Loss 0.027804 Objective Loss 0.000000 Distill Loss 0.027804 LR 0.001000 Time 0.543785 +2023-11-17 16:39:07,097 - Epoch: [0][ 1300/12168] Overall Loss 0.027631 Objective Loss 0.000000 Distill Loss 0.027631 LR 0.001000 Time 0.543202 +2023-11-17 16:40:00,723 - Epoch: [0][ 1400/12168] Overall Loss 0.027466 Objective Loss 0.000000 Distill Loss 0.027466 LR 0.001000 Time 0.542704 +2023-11-17 16:40:54,632 - Epoch: [0][ 1500/12168] Overall Loss 0.027309 Objective Loss 0.000000 Distill Loss 0.027309 LR 0.001000 Time 0.542460 +2023-11-17 16:41:48,470 - Epoch: [0][ 1600/12168] Overall Loss 0.027154 Objective Loss 0.000000 Distill Loss 0.027154 LR 0.001000 Time 0.542203 +2023-11-17 16:42:42,193 - Epoch: [0][ 1700/12168] Overall Loss 0.027006 Objective Loss 0.000000 Distill Loss 0.027006 LR 0.001000 Time 0.541908 +2023-11-17 16:43:35,948 - Epoch: [0][ 1800/12168] Overall Loss 0.026862 Objective Loss 0.000000 Distill Loss 0.026862 LR 0.001000 Time 0.541664 +2023-11-17 16:44:29,765 - Epoch: [0][ 1900/12168] Overall Loss 0.026722 Objective Loss 0.000000 Distill Loss 0.026722 LR 0.001000 Time 0.541478 +2023-11-17 16:45:23,269 - Epoch: [0][ 2000/12168] Overall Loss 0.026586 Objective Loss 0.000000 Distill Loss 0.026586 LR 0.001000 Time 0.541154 +2023-11-17 16:46:17,093 - Epoch: [0][ 2100/12168] Overall Loss 0.026457 Objective Loss 0.000000 Distill Loss 0.026457 LR 0.001000 Time 0.541013 +2023-11-17 16:47:10,793 - Epoch: [0][ 2200/12168] Overall Loss 0.026329 Objective Loss 0.000000 Distill Loss 0.026329 LR 0.001000 Time 0.540829 +2023-11-17 16:48:04,486 - Epoch: [0][ 2300/12168] Overall Loss 0.026201 Objective Loss 0.000000 Distill Loss 0.026201 LR 0.001000 Time 0.540658 +2023-11-17 16:48:58,140 - Epoch: [0][ 2400/12168] Overall Loss 0.026078 Objective Loss 0.000000 Distill Loss 0.026078 LR 0.001000 Time 0.540485 +2023-11-17 16:49:51,802 - Epoch: [0][ 2500/12168] Overall Loss 0.025958 Objective Loss 0.000000 Distill Loss 0.025958 LR 0.001000 Time 0.540329 +2023-11-17 16:50:45,361 - Epoch: [0][ 2600/12168] Overall Loss 0.025840 Objective Loss 0.000000 Distill Loss 0.025840 LR 0.001000 Time 0.540146 +2023-11-17 16:51:39,025 - Epoch: [0][ 2700/12168] Overall Loss 0.025727 Objective Loss 0.000000 Distill Loss 0.025727 LR 0.001000 Time 0.540014 +2023-11-17 16:52:32,674 - Epoch: [0][ 2800/12168] Overall Loss 0.025617 Objective Loss 0.000000 Distill Loss 0.025617 LR 0.001000 Time 0.539887 +2023-11-17 16:53:26,421 - Epoch: [0][ 2900/12168] Overall Loss 0.025509 Objective Loss 0.000000 Distill Loss 0.025509 LR 0.001000 Time 0.539802 +2023-11-17 16:54:20,113 - Epoch: [0][ 3000/12168] Overall Loss 0.025403 Objective Loss 0.000000 Distill Loss 0.025403 LR 0.001000 Time 0.539705 +2023-11-17 16:55:13,809 - Epoch: [0][ 3100/12168] Overall Loss 0.025296 Objective Loss 0.000000 Distill Loss 0.025296 LR 0.001000 Time 0.539615 +2023-11-17 16:56:07,613 - Epoch: [0][ 3200/12168] Overall Loss 0.025195 Objective Loss 0.000000 Distill Loss 0.025195 LR 0.001000 Time 0.539565 +2023-11-17 16:57:01,225 - Epoch: [0][ 3300/12168] Overall Loss 0.025096 Objective Loss 0.000000 Distill Loss 0.025096 LR 0.001000 Time 0.539460 +2023-11-17 16:57:54,822 - Epoch: [0][ 3400/12168] Overall Loss 0.024999 Objective Loss 0.000000 Distill Loss 0.024999 LR 0.001000 Time 0.539356 +2023-11-17 16:58:48,461 - Epoch: [0][ 3500/12168] Overall Loss 0.024902 Objective Loss 0.000000 Distill Loss 0.024902 LR 0.001000 Time 0.539270 +2023-11-17 16:59:42,085 - Epoch: [0][ 3600/12168] Overall Loss 0.024806 Objective Loss 0.000000 Distill Loss 0.024806 LR 0.001000 Time 0.539185 +2023-11-17 17:00:35,737 - Epoch: [0][ 3700/12168] Overall Loss 0.024713 Objective Loss 0.000000 Distill Loss 0.024713 LR 0.001000 Time 0.539112 +2023-11-17 17:01:29,421 - Epoch: [0][ 3800/12168] Overall Loss 0.024623 Objective Loss 0.000000 Distill Loss 0.024623 LR 0.001000 Time 0.539051 +2023-11-17 17:02:23,011 - Epoch: [0][ 3900/12168] Overall Loss 0.024535 Objective Loss 0.000000 Distill Loss 0.024535 LR 0.001000 Time 0.538970 +2023-11-17 17:03:16,437 - Epoch: [0][ 4000/12168] Overall Loss 0.024448 Objective Loss 0.000000 Distill Loss 0.024448 LR 0.001000 Time 0.538851 +2023-11-17 17:04:10,034 - Epoch: [0][ 4100/12168] Overall Loss 0.024363 Objective Loss 0.000000 Distill Loss 0.024363 LR 0.001000 Time 0.538780 +2023-11-17 17:05:03,718 - Epoch: [0][ 4200/12168] Overall Loss 0.024279 Objective Loss 0.000000 Distill Loss 0.024279 LR 0.001000 Time 0.538733 +2023-11-17 17:05:57,641 - Epoch: [0][ 4300/12168] Overall Loss 0.024196 Objective Loss 0.000000 Distill Loss 0.024196 LR 0.001000 Time 0.538743 +2023-11-17 17:06:52,890 - Epoch: [0][ 4400/12168] Overall Loss 0.024116 Objective Loss 0.000000 Distill Loss 0.024116 LR 0.001000 Time 0.539055 +2023-11-17 17:07:48,143 - Epoch: [0][ 4500/12168] Overall Loss 0.024038 Objective Loss 0.000000 Distill Loss 0.024038 LR 0.001000 Time 0.539354 +2023-11-17 17:08:42,207 - Epoch: [0][ 4600/12168] Overall Loss 0.023959 Objective Loss 0.000000 Distill Loss 0.023959 LR 0.001000 Time 0.539381 +2023-11-17 17:09:35,964 - Epoch: [0][ 4700/12168] Overall Loss 0.023882 Objective Loss 0.000000 Distill Loss 0.023882 LR 0.001000 Time 0.539341 +2023-11-17 17:10:29,829 - Epoch: [0][ 4800/12168] Overall Loss 0.023807 Objective Loss 0.000000 Distill Loss 0.023807 LR 0.001000 Time 0.539326 +2023-11-17 17:11:23,601 - Epoch: [0][ 4900/12168] Overall Loss 0.023733 Objective Loss 0.000000 Distill Loss 0.023733 LR 0.001000 Time 0.539293 +2023-11-17 17:12:17,294 - Epoch: [0][ 5000/12168] Overall Loss 0.023661 Objective Loss 0.000000 Distill Loss 0.023661 LR 0.001000 Time 0.539245 +2023-11-17 17:13:10,983 - Epoch: [0][ 5100/12168] Overall Loss 0.023591 Objective Loss 0.000000 Distill Loss 0.023591 LR 0.001000 Time 0.539198 +2023-11-17 17:14:04,752 - Epoch: [0][ 5200/12168] Overall Loss 0.023522 Objective Loss 0.000000 Distill Loss 0.023522 LR 0.001000 Time 0.539168 +2023-11-17 17:14:58,544 - Epoch: [0][ 5300/12168] Overall Loss 0.023453 Objective Loss 0.000000 Distill Loss 0.023453 LR 0.001000 Time 0.539144 +2023-11-17 17:15:52,130 - Epoch: [0][ 5400/12168] Overall Loss 0.023386 Objective Loss 0.000000 Distill Loss 0.023386 LR 0.001000 Time 0.539082 +2023-11-17 17:16:45,866 - Epoch: [0][ 5500/12168] Overall Loss 0.023320 Objective Loss 0.000000 Distill Loss 0.023320 LR 0.001000 Time 0.539050 +2023-11-17 17:17:39,545 - Epoch: [0][ 5600/12168] Overall Loss 0.023255 Objective Loss 0.000000 Distill Loss 0.023255 LR 0.001000 Time 0.539009 +2023-11-17 17:18:33,397 - Epoch: [0][ 5700/12168] Overall Loss 0.023192 Objective Loss 0.000000 Distill Loss 0.023192 LR 0.001000 Time 0.539000 +2023-11-17 17:19:27,109 - Epoch: [0][ 5800/12168] Overall Loss 0.023129 Objective Loss 0.000000 Distill Loss 0.023129 LR 0.001000 Time 0.538967 +2023-11-17 17:20:20,944 - Epoch: [0][ 5900/12168] Overall Loss 0.023067 Objective Loss 0.000000 Distill Loss 0.023067 LR 0.001000 Time 0.538956 +2023-11-17 17:21:14,538 - Epoch: [0][ 6000/12168] Overall Loss 0.023008 Objective Loss 0.000000 Distill Loss 0.023008 LR 0.001000 Time 0.538905 +2023-11-17 17:22:08,277 - Epoch: [0][ 6100/12168] Overall Loss 0.022949 Objective Loss 0.000000 Distill Loss 0.022949 LR 0.001000 Time 0.538880 +2023-11-17 17:23:01,877 - Epoch: [0][ 6200/12168] Overall Loss 0.022890 Objective Loss 0.000000 Distill Loss 0.022890 LR 0.001000 Time 0.538833 +2023-11-17 17:23:55,565 - Epoch: [0][ 6300/12168] Overall Loss 0.022833 Objective Loss 0.000000 Distill Loss 0.022833 LR 0.001000 Time 0.538801 +2023-11-17 17:24:49,341 - Epoch: [0][ 6400/12168] Overall Loss 0.022777 Objective Loss 0.000000 Distill Loss 0.022777 LR 0.001000 Time 0.538784 +2023-11-17 17:25:43,352 - Epoch: [0][ 6500/12168] Overall Loss 0.022721 Objective Loss 0.000000 Distill Loss 0.022721 LR 0.001000 Time 0.538804 +2023-11-17 17:26:42,832 - Epoch: [0][ 6600/12168] Overall Loss 0.022666 Objective Loss 0.000000 Distill Loss 0.022666 LR 0.001000 Time 0.539652 +2023-11-17 17:27:36,425 - Epoch: [0][ 6700/12168] Overall Loss 0.022612 Objective Loss 0.000000 Distill Loss 0.022612 LR 0.001000 Time 0.539596 +2023-11-17 17:28:29,987 - Epoch: [0][ 6800/12168] Overall Loss 0.022560 Objective Loss 0.000000 Distill Loss 0.022560 LR 0.001000 Time 0.539537 +2023-11-17 17:29:23,537 - Epoch: [0][ 6900/12168] Overall Loss 0.022507 Objective Loss 0.000000 Distill Loss 0.022507 LR 0.001000 Time 0.539478 +2023-11-17 17:30:17,213 - Epoch: [0][ 7000/12168] Overall Loss 0.022454 Objective Loss 0.000000 Distill Loss 0.022454 LR 0.001000 Time 0.539439 +2023-11-17 17:31:11,015 - Epoch: [0][ 7100/12168] Overall Loss 0.022403 Objective Loss 0.000000 Distill Loss 0.022403 LR 0.001000 Time 0.539418 +2023-11-17 17:32:04,773 - Epoch: [0][ 7200/12168] Overall Loss 0.022353 Objective Loss 0.000000 Distill Loss 0.022353 LR 0.001000 Time 0.539392 +2023-11-17 17:32:58,391 - Epoch: [0][ 7300/12168] Overall Loss 0.022303 Objective Loss 0.000000 Distill Loss 0.022303 LR 0.001000 Time 0.539347 +2023-11-17 17:33:52,245 - Epoch: [0][ 7400/12168] Overall Loss 0.022255 Objective Loss 0.000000 Distill Loss 0.022255 LR 0.001000 Time 0.539336 +2023-11-17 17:34:46,082 - Epoch: [0][ 7500/12168] Overall Loss 0.022207 Objective Loss 0.000000 Distill Loss 0.022207 LR 0.001000 Time 0.539323 +2023-11-17 17:35:39,617 - Epoch: [0][ 7600/12168] Overall Loss 0.022160 Objective Loss 0.000000 Distill Loss 0.022160 LR 0.001000 Time 0.539270 +2023-11-17 17:36:33,358 - Epoch: [0][ 7700/12168] Overall Loss 0.022113 Objective Loss 0.000000 Distill Loss 0.022113 LR 0.001000 Time 0.539245 +2023-11-17 17:37:27,946 - Epoch: [0][ 7800/12168] Overall Loss 0.022067 Objective Loss 0.000000 Distill Loss 0.022067 LR 0.001000 Time 0.539330 +2023-11-17 17:38:21,584 - Epoch: [0][ 7900/12168] Overall Loss 0.022022 Objective Loss 0.000000 Distill Loss 0.022022 LR 0.001000 Time 0.539292 +2023-11-17 17:39:15,340 - Epoch: [0][ 8000/12168] Overall Loss 0.021977 Objective Loss 0.000000 Distill Loss 0.021977 LR 0.001000 Time 0.539270 +2023-11-17 17:40:09,029 - Epoch: [0][ 8100/12168] Overall Loss 0.021932 Objective Loss 0.000000 Distill Loss 0.021932 LR 0.001000 Time 0.539240 +2023-11-17 17:41:02,718 - Epoch: [0][ 8200/12168] Overall Loss 0.021888 Objective Loss 0.000000 Distill Loss 0.021888 LR 0.001000 Time 0.539211 +2023-11-17 17:41:56,393 - Epoch: [0][ 8300/12168] Overall Loss 0.021845 Objective Loss 0.000000 Distill Loss 0.021845 LR 0.001000 Time 0.539181 +2023-11-17 17:42:50,609 - Epoch: [0][ 8400/12168] Overall Loss 0.021803 Objective Loss 0.000000 Distill Loss 0.021803 LR 0.001000 Time 0.539216 +2023-11-17 17:43:44,088 - Epoch: [0][ 8500/12168] Overall Loss 0.021761 Objective Loss 0.000000 Distill Loss 0.021761 LR 0.001000 Time 0.539164 +2023-11-17 17:44:37,657 - Epoch: [0][ 8600/12168] Overall Loss 0.021719 Objective Loss 0.000000 Distill Loss 0.021719 LR 0.001000 Time 0.539123 +2023-11-17 17:45:31,309 - Epoch: [0][ 8700/12168] Overall Loss 0.021679 Objective Loss 0.000000 Distill Loss 0.021679 LR 0.001000 Time 0.539092 +2023-11-17 17:46:24,721 - Epoch: [0][ 8800/12168] Overall Loss 0.021637 Objective Loss 0.000000 Distill Loss 0.021637 LR 0.001000 Time 0.539036 +2023-11-17 17:47:18,079 - Epoch: [0][ 8900/12168] Overall Loss 0.021597 Objective Loss 0.000000 Distill Loss 0.021597 LR 0.001000 Time 0.538974 +2023-11-17 17:48:11,524 - Epoch: [0][ 9000/12168] Overall Loss 0.021557 Objective Loss 0.000000 Distill Loss 0.021557 LR 0.001000 Time 0.538923 +2023-11-17 17:49:04,876 - Epoch: [0][ 9100/12168] Overall Loss 0.021519 Objective Loss 0.000000 Distill Loss 0.021519 LR 0.001000 Time 0.538864 +2023-11-17 17:49:58,245 - Epoch: [0][ 9200/12168] Overall Loss 0.021480 Objective Loss 0.000000 Distill Loss 0.021480 LR 0.001000 Time 0.538807 +2023-11-17 17:50:51,793 - Epoch: [0][ 9300/12168] Overall Loss 0.021442 Objective Loss 0.000000 Distill Loss 0.021442 LR 0.001000 Time 0.538771 +2023-11-17 17:51:45,257 - Epoch: [0][ 9400/12168] Overall Loss 0.021405 Objective Loss 0.000000 Distill Loss 0.021405 LR 0.001000 Time 0.538726 +2023-11-17 17:52:38,685 - Epoch: [0][ 9500/12168] Overall Loss 0.021368 Objective Loss 0.000000 Distill Loss 0.021368 LR 0.001000 Time 0.538679 +2023-11-17 17:53:32,193 - Epoch: [0][ 9600/12168] Overall Loss 0.021330 Objective Loss 0.000000 Distill Loss 0.021330 LR 0.001000 Time 0.538641 +2023-11-17 17:54:25,616 - Epoch: [0][ 9700/12168] Overall Loss 0.021294 Objective Loss 0.000000 Distill Loss 0.021294 LR 0.001000 Time 0.538596 +2023-11-17 17:55:19,125 - Epoch: [0][ 9800/12168] Overall Loss 0.021257 Objective Loss 0.000000 Distill Loss 0.021257 LR 0.001000 Time 0.538560 +2023-11-17 17:56:12,582 - Epoch: [0][ 9900/12168] Overall Loss 0.021221 Objective Loss 0.000000 Distill Loss 0.021221 LR 0.001000 Time 0.538519 +2023-11-17 17:57:06,096 - Epoch: [0][10000/12168] Overall Loss 0.021186 Objective Loss 0.000000 Distill Loss 0.021186 LR 0.001000 Time 0.538485 +2023-11-17 17:57:59,557 - Epoch: [0][10100/12168] Overall Loss 0.021152 Objective Loss 0.000000 Distill Loss 0.021152 LR 0.001000 Time 0.538446 +2023-11-17 17:58:52,949 - Epoch: [0][10200/12168] Overall Loss 0.021117 Objective Loss 0.000000 Distill Loss 0.021117 LR 0.001000 Time 0.538401 +2023-11-17 17:59:46,341 - Epoch: [0][10300/12168] Overall Loss 0.021083 Objective Loss 0.000000 Distill Loss 0.021083 LR 0.001000 Time 0.538358 +2023-11-17 18:00:39,770 - Epoch: [0][10400/12168] Overall Loss 0.021050 Objective Loss 0.000000 Distill Loss 0.021050 LR 0.001000 Time 0.538318 +2023-11-17 18:01:33,100 - Epoch: [0][10500/12168] Overall Loss 0.021017 Objective Loss 0.000000 Distill Loss 0.021017 LR 0.001000 Time 0.538270 +2023-11-17 18:02:26,514 - Epoch: [0][10600/12168] Overall Loss 0.020984 Objective Loss 0.000000 Distill Loss 0.020984 LR 0.001000 Time 0.538231 +2023-11-17 18:03:19,905 - Epoch: [0][10700/12168] Overall Loss 0.020951 Objective Loss 0.000000 Distill Loss 0.020951 LR 0.001000 Time 0.538190 +2023-11-17 18:04:13,277 - Epoch: [0][10800/12168] Overall Loss 0.020919 Objective Loss 0.000000 Distill Loss 0.020919 LR 0.001000 Time 0.538148 +2023-11-17 18:05:06,643 - Epoch: [0][10900/12168] Overall Loss 0.020887 Objective Loss 0.000000 Distill Loss 0.020887 LR 0.001000 Time 0.538107 +2023-11-17 18:06:00,067 - Epoch: [0][11000/12168] Overall Loss 0.020855 Objective Loss 0.000000 Distill Loss 0.020855 LR 0.001000 Time 0.538071 +2023-11-17 18:06:53,442 - Epoch: [0][11100/12168] Overall Loss 0.020824 Objective Loss 0.000000 Distill Loss 0.020824 LR 0.001000 Time 0.538032 +2023-11-17 18:07:46,748 - Epoch: [0][11200/12168] Overall Loss 0.020793 Objective Loss 0.000000 Distill Loss 0.020793 LR 0.001000 Time 0.537987 +2023-11-17 18:08:40,107 - Epoch: [0][11300/12168] Overall Loss 0.020762 Objective Loss 0.000000 Distill Loss 0.020762 LR 0.001000 Time 0.537948 +2023-11-17 18:09:33,533 - Epoch: [0][11400/12168] Overall Loss 0.020732 Objective Loss 0.000000 Distill Loss 0.020732 LR 0.001000 Time 0.537916 +2023-11-17 18:10:26,914 - Epoch: [0][11500/12168] Overall Loss 0.020703 Objective Loss 0.000000 Distill Loss 0.020703 LR 0.001000 Time 0.537880 +2023-11-17 18:11:20,284 - Epoch: [0][11600/12168] Overall Loss 0.020673 Objective Loss 0.000000 Distill Loss 0.020673 LR 0.001000 Time 0.537843 +2023-11-17 18:12:13,736 - Epoch: [0][11700/12168] Overall Loss 0.020644 Objective Loss 0.000000 Distill Loss 0.020644 LR 0.001000 Time 0.537815 +2023-11-17 18:13:07,176 - Epoch: [0][11800/12168] Overall Loss 0.020615 Objective Loss 0.000000 Distill Loss 0.020615 LR 0.001000 Time 0.537785 +2023-11-17 18:14:00,499 - Epoch: [0][11900/12168] Overall Loss 0.020586 Objective Loss 0.000000 Distill Loss 0.020586 LR 0.001000 Time 0.537747 +2023-11-17 18:14:53,879 - Epoch: [0][12000/12168] Overall Loss 0.020557 Objective Loss 0.000000 Distill Loss 0.020557 LR 0.001000 Time 0.537714 +2023-11-17 18:15:47,378 - Epoch: [0][12100/12168] Overall Loss 0.020529 Objective Loss 0.000000 Distill Loss 0.020529 LR 0.001000 Time 0.537691 +2023-11-17 18:16:23,837 - Epoch: [0][12168/12168] Overall Loss 0.020509 Objective Loss 0.000000 Distill Loss 0.020509 LR 0.001000 Time 0.537682 +2023-11-17 18:16:24,124 - --- validate (epoch=0)----------- +2023-11-17 18:16:24,124 - 167951 samples (256 per mini-batch) +2023-11-17 18:17:13,344 - Epoch: [0][ 100/ 657] Loss 0.000000 Overall Loss 0.017836 +2023-11-17 18:18:00,876 - Epoch: [0][ 200/ 657] Loss 0.000000 Overall Loss 0.017824 +2023-11-17 18:18:48,381 - Epoch: [0][ 300/ 657] Loss 0.000000 Overall Loss 0.017811 +2023-11-17 18:19:35,904 - Epoch: [0][ 400/ 657] Loss 0.000000 Overall Loss 0.017819 +2023-11-17 18:20:23,411 - Epoch: [0][ 500/ 657] Loss 0.000000 Overall Loss 0.017815 +2023-11-17 18:21:10,901 - Epoch: [0][ 600/ 657] Loss 0.000000 Overall Loss 0.017808 +2023-11-17 18:21:37,541 - Epoch: [0][ 657/ 657] Loss 0.000000 Overall Loss 0.017806 +2023-11-17 18:21:37,747 - ==> Overall Loss: 0.018 + +2023-11-17 18:21:37,749 - ==> Best [Overall Loss: 0.017806 on epoch: 0] +2023-11-17 18:21:37,749 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-17 18:21:37,765 - + +2023-11-17 18:21:37,765 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-17 18:22:42,287 - Epoch: [1][ 100/12168] Overall Loss 0.017039 Objective Loss 0.000000 Distill Loss 0.017039 LR 0.001000 Time 0.645180 +2023-11-17 18:23:35,663 - Epoch: [1][ 200/12168] Overall Loss 0.017002 Objective Loss 0.000000 Distill Loss 0.017002 LR 0.001000 Time 0.589454 +2023-11-17 18:24:28,980 - Epoch: [1][ 300/12168] Overall Loss 0.017020 Objective Loss 0.000000 Distill Loss 0.017020 LR 0.001000 Time 0.570682 +2023-11-17 18:25:22,329 - Epoch: [1][ 400/12168] Overall Loss 0.017004 Objective Loss 0.000000 Distill Loss 0.017004 LR 0.001000 Time 0.561376 +2023-11-17 18:26:15,636 - Epoch: [1][ 500/12168] Overall Loss 0.016986 Objective Loss 0.000000 Distill Loss 0.016986 LR 0.001000 Time 0.555709 +2023-11-17 18:27:08,959 - Epoch: [1][ 600/12168] Overall Loss 0.016980 Objective Loss 0.000000 Distill Loss 0.016980 LR 0.001000 Time 0.551957 +2023-11-17 18:28:02,369 - Epoch: [1][ 700/12168] Overall Loss 0.016979 Objective Loss 0.000000 Distill Loss 0.016979 LR 0.001000 Time 0.549402 +2023-11-17 18:28:55,746 - Epoch: [1][ 800/12168] Overall Loss 0.016967 Objective Loss 0.000000 Distill Loss 0.016967 LR 0.001000 Time 0.547443 +2023-11-17 18:29:49,017 - Epoch: [1][ 900/12168] Overall Loss 0.016968 Objective Loss 0.000000 Distill Loss 0.016968 LR 0.001000 Time 0.545803 +2023-11-17 18:30:42,335 - Epoch: [1][ 1000/12168] Overall Loss 0.016967 Objective Loss 0.000000 Distill Loss 0.016967 LR 0.001000 Time 0.544537 +2023-11-17 18:31:35,752 - Epoch: [1][ 1100/12168] Overall Loss 0.016959 Objective Loss 0.000000 Distill Loss 0.016959 LR 0.001000 Time 0.543592 +2023-11-17 18:32:29,060 - Epoch: [1][ 1200/12168] Overall Loss 0.016941 Objective Loss 0.000000 Distill Loss 0.016941 LR 0.001000 Time 0.542713 +2023-11-17 18:33:22,340 - Epoch: [1][ 1300/12168] Overall Loss 0.016922 Objective Loss 0.000000 Distill Loss 0.016922 LR 0.001000 Time 0.541947 +2023-11-17 18:34:15,608 - Epoch: [1][ 1400/12168] Overall Loss 0.016910 Objective Loss 0.000000 Distill Loss 0.016910 LR 0.001000 Time 0.541283 +2023-11-17 18:35:08,910 - Epoch: [1][ 1500/12168] Overall Loss 0.016903 Objective Loss 0.000000 Distill Loss 0.016903 LR 0.001000 Time 0.540730 +2023-11-17 18:36:02,254 - Epoch: [1][ 1600/12168] Overall Loss 0.016892 Objective Loss 0.000000 Distill Loss 0.016892 LR 0.001000 Time 0.540273 +2023-11-17 18:36:55,580 - Epoch: [1][ 1700/12168] Overall Loss 0.016880 Objective Loss 0.000000 Distill Loss 0.016880 LR 0.001000 Time 0.539858 +2023-11-17 18:37:49,048 - Epoch: [1][ 1800/12168] Overall Loss 0.016868 Objective Loss 0.000000 Distill Loss 0.016868 LR 0.001000 Time 0.539568 +2023-11-17 18:38:42,420 - Epoch: [1][ 1900/12168] Overall Loss 0.016858 Objective Loss 0.000000 Distill Loss 0.016858 LR 0.001000 Time 0.539259 +2023-11-17 18:39:35,712 - Epoch: [1][ 2000/12168] Overall Loss 0.016846 Objective Loss 0.000000 Distill Loss 0.016846 LR 0.001000 Time 0.538941 +2023-11-17 18:40:29,114 - Epoch: [1][ 2100/12168] Overall Loss 0.016839 Objective Loss 0.000000 Distill Loss 0.016839 LR 0.001000 Time 0.538705 +2023-11-17 18:41:22,403 - Epoch: [1][ 2200/12168] Overall Loss 0.016829 Objective Loss 0.000000 Distill Loss 0.016829 LR 0.001000 Time 0.538439 +2023-11-17 18:42:15,771 - Epoch: [1][ 2300/12168] Overall Loss 0.016815 Objective Loss 0.000000 Distill Loss 0.016815 LR 0.001000 Time 0.538231 +2023-11-17 18:43:09,141 - Epoch: [1][ 2400/12168] Overall Loss 0.016801 Objective Loss 0.000000 Distill Loss 0.016801 LR 0.001000 Time 0.538040 +2023-11-17 18:44:02,459 - Epoch: [1][ 2500/12168] Overall Loss 0.016789 Objective Loss 0.000000 Distill Loss 0.016789 LR 0.001000 Time 0.537845 +2023-11-17 18:44:55,809 - Epoch: [1][ 2600/12168] Overall Loss 0.016776 Objective Loss 0.000000 Distill Loss 0.016776 LR 0.001000 Time 0.537676 +2023-11-17 18:45:49,216 - Epoch: [1][ 2700/12168] Overall Loss 0.016768 Objective Loss 0.000000 Distill Loss 0.016768 LR 0.001000 Time 0.537542 +2023-11-17 18:46:42,592 - Epoch: [1][ 2800/12168] Overall Loss 0.016760 Objective Loss 0.000000 Distill Loss 0.016760 LR 0.001000 Time 0.537405 +2023-11-17 18:47:36,009 - Epoch: [1][ 2900/12168] Overall Loss 0.016752 Objective Loss 0.000000 Distill Loss 0.016752 LR 0.001000 Time 0.537292 +2023-11-17 18:48:29,378 - Epoch: [1][ 3000/12168] Overall Loss 0.016740 Objective Loss 0.000000 Distill Loss 0.016740 LR 0.001000 Time 0.537171 +2023-11-17 18:49:22,823 - Epoch: [1][ 3100/12168] Overall Loss 0.016727 Objective Loss 0.000000 Distill Loss 0.016727 LR 0.001000 Time 0.537082 +2023-11-17 18:50:16,222 - Epoch: [1][ 3200/12168] Overall Loss 0.016717 Objective Loss 0.000000 Distill Loss 0.016717 LR 0.001000 Time 0.536985 +2023-11-17 18:51:09,614 - Epoch: [1][ 3300/12168] Overall Loss 0.016706 Objective Loss 0.000000 Distill Loss 0.016706 LR 0.001000 Time 0.536891 +2023-11-17 18:52:02,918 - Epoch: [1][ 3400/12168] Overall Loss 0.016698 Objective Loss 0.000000 Distill Loss 0.016698 LR 0.001000 Time 0.536777 +2023-11-17 18:52:56,393 - Epoch: [1][ 3500/12168] Overall Loss 0.016687 Objective Loss 0.000000 Distill Loss 0.016687 LR 0.001000 Time 0.536718 +2023-11-17 18:53:49,846 - Epoch: [1][ 3600/12168] Overall Loss 0.016677 Objective Loss 0.000000 Distill Loss 0.016677 LR 0.001000 Time 0.536656 +2023-11-17 18:54:43,327 - Epoch: [1][ 3700/12168] Overall Loss 0.016667 Objective Loss 0.000000 Distill Loss 0.016667 LR 0.001000 Time 0.536605 +2023-11-17 18:55:36,682 - Epoch: [1][ 3800/12168] Overall Loss 0.016660 Objective Loss 0.000000 Distill Loss 0.016660 LR 0.001000 Time 0.536524 +2023-11-17 18:56:30,002 - Epoch: [1][ 3900/12168] Overall Loss 0.016649 Objective Loss 0.000000 Distill Loss 0.016649 LR 0.001000 Time 0.536438 +2023-11-17 18:57:23,465 - Epoch: [1][ 4000/12168] Overall Loss 0.016639 Objective Loss 0.000000 Distill Loss 0.016639 LR 0.001000 Time 0.536392 +2023-11-17 18:58:16,855 - Epoch: [1][ 4100/12168] Overall Loss 0.016631 Objective Loss 0.000000 Distill Loss 0.016631 LR 0.001000 Time 0.536330 +2023-11-17 18:59:10,336 - Epoch: [1][ 4200/12168] Overall Loss 0.016621 Objective Loss 0.000000 Distill Loss 0.016621 LR 0.001000 Time 0.536293 +2023-11-17 19:00:03,763 - Epoch: [1][ 4300/12168] Overall Loss 0.016610 Objective Loss 0.000000 Distill Loss 0.016610 LR 0.001000 Time 0.536245 +2023-11-17 19:00:57,168 - Epoch: [1][ 4400/12168] Overall Loss 0.016601 Objective Loss 0.000000 Distill Loss 0.016601 LR 0.001000 Time 0.536195 +2023-11-17 19:01:50,582 - Epoch: [1][ 4500/12168] Overall Loss 0.016592 Objective Loss 0.000000 Distill Loss 0.016592 LR 0.001000 Time 0.536148 +2023-11-17 19:02:43,946 - Epoch: [1][ 4600/12168] Overall Loss 0.016583 Objective Loss 0.000000 Distill Loss 0.016583 LR 0.001000 Time 0.536093 +2023-11-17 19:03:37,483 - Epoch: [1][ 4700/12168] Overall Loss 0.016573 Objective Loss 0.000000 Distill Loss 0.016573 LR 0.001000 Time 0.536077 +2023-11-17 19:04:30,924 - Epoch: [1][ 4800/12168] Overall Loss 0.016564 Objective Loss 0.000000 Distill Loss 0.016564 LR 0.001000 Time 0.536042 +2023-11-17 19:05:24,409 - Epoch: [1][ 4900/12168] Overall Loss 0.016555 Objective Loss 0.000000 Distill Loss 0.016555 LR 0.001000 Time 0.536017 +2023-11-17 19:06:17,861 - Epoch: [1][ 5000/12168] Overall Loss 0.016546 Objective Loss 0.000000 Distill Loss 0.016546 LR 0.001000 Time 0.535986 +2023-11-17 19:07:11,261 - Epoch: [1][ 5100/12168] Overall Loss 0.016537 Objective Loss 0.000000 Distill Loss 0.016537 LR 0.001000 Time 0.535946 +2023-11-17 19:08:04,580 - Epoch: [1][ 5200/12168] Overall Loss 0.016529 Objective Loss 0.000000 Distill Loss 0.016529 LR 0.001000 Time 0.535893 +2023-11-17 19:08:57,897 - Epoch: [1][ 5300/12168] Overall Loss 0.016521 Objective Loss 0.000000 Distill Loss 0.016521 LR 0.001000 Time 0.535841 +2023-11-17 19:09:51,413 - Epoch: [1][ 5400/12168] Overall Loss 0.016513 Objective Loss 0.000000 Distill Loss 0.016513 LR 0.001000 Time 0.535827 +2023-11-17 19:10:44,769 - Epoch: [1][ 5500/12168] Overall Loss 0.016505 Objective Loss 0.000000 Distill Loss 0.016505 LR 0.001000 Time 0.535786 +2023-11-17 19:11:38,191 - Epoch: [1][ 5600/12168] Overall Loss 0.016495 Objective Loss 0.000000 Distill Loss 0.016495 LR 0.001000 Time 0.535757 +2023-11-17 19:12:31,616 - Epoch: [1][ 5700/12168] Overall Loss 0.016486 Objective Loss 0.000000 Distill Loss 0.016486 LR 0.001000 Time 0.535730 +2023-11-17 19:13:25,112 - Epoch: [1][ 5800/12168] Overall Loss 0.016477 Objective Loss 0.000000 Distill Loss 0.016477 LR 0.001000 Time 0.535716 +2023-11-17 19:14:18,524 - Epoch: [1][ 5900/12168] Overall Loss 0.016470 Objective Loss 0.000000 Distill Loss 0.016470 LR 0.001000 Time 0.535689 +2023-11-17 19:15:11,967 - Epoch: [1][ 6000/12168] Overall Loss 0.016462 Objective Loss 0.000000 Distill Loss 0.016462 LR 0.001000 Time 0.535667 +2023-11-17 19:16:05,469 - Epoch: [1][ 6100/12168] Overall Loss 0.016453 Objective Loss 0.000000 Distill Loss 0.016453 LR 0.001000 Time 0.535656 +2023-11-17 19:16:58,826 - Epoch: [1][ 6200/12168] Overall Loss 0.016444 Objective Loss 0.000000 Distill Loss 0.016444 LR 0.001000 Time 0.535622 +2023-11-17 19:17:52,261 - Epoch: [1][ 6300/12168] Overall Loss 0.016437 Objective Loss 0.000000 Distill Loss 0.016437 LR 0.001000 Time 0.535601 +2023-11-17 19:18:45,720 - Epoch: [1][ 6400/12168] Overall Loss 0.016428 Objective Loss 0.000000 Distill Loss 0.016428 LR 0.001000 Time 0.535585 +2023-11-17 19:19:39,118 - Epoch: [1][ 6500/12168] Overall Loss 0.016420 Objective Loss 0.000000 Distill Loss 0.016420 LR 0.001000 Time 0.535559 +2023-11-17 19:20:32,574 - Epoch: [1][ 6600/12168] Overall Loss 0.016412 Objective Loss 0.000000 Distill Loss 0.016412 LR 0.001000 Time 0.535544 +2023-11-17 19:21:26,074 - Epoch: [1][ 6700/12168] Overall Loss 0.016404 Objective Loss 0.000000 Distill Loss 0.016404 LR 0.001000 Time 0.535535 +2023-11-17 19:22:19,565 - Epoch: [1][ 6800/12168] Overall Loss 0.016396 Objective Loss 0.000000 Distill Loss 0.016396 LR 0.001000 Time 0.535526 +2023-11-17 19:23:13,011 - Epoch: [1][ 6900/12168] Overall Loss 0.016388 Objective Loss 0.000000 Distill Loss 0.016388 LR 0.001000 Time 0.535510 +2023-11-17 19:24:06,463 - Epoch: [1][ 7000/12168] Overall Loss 0.016380 Objective Loss 0.000000 Distill Loss 0.016380 LR 0.001000 Time 0.535495 +2023-11-17 19:24:59,986 - Epoch: [1][ 7100/12168] Overall Loss 0.016372 Objective Loss 0.000000 Distill Loss 0.016372 LR 0.001000 Time 0.535491 +2023-11-17 19:25:53,426 - Epoch: [1][ 7200/12168] Overall Loss 0.016365 Objective Loss 0.000000 Distill Loss 0.016365 LR 0.001000 Time 0.535475 +2023-11-17 19:26:46,829 - Epoch: [1][ 7300/12168] Overall Loss 0.016358 Objective Loss 0.000000 Distill Loss 0.016358 LR 0.001000 Time 0.535455 +2023-11-17 19:27:40,240 - Epoch: [1][ 7400/12168] Overall Loss 0.016350 Objective Loss 0.000000 Distill Loss 0.016350 LR 0.001000 Time 0.535436 +2023-11-17 19:28:33,686 - Epoch: [1][ 7500/12168] Overall Loss 0.016342 Objective Loss 0.000000 Distill Loss 0.016342 LR 0.001000 Time 0.535423 +2023-11-17 19:29:27,068 - Epoch: [1][ 7600/12168] Overall Loss 0.016335 Objective Loss 0.000000 Distill Loss 0.016335 LR 0.001000 Time 0.535401 +2023-11-17 19:30:20,629 - Epoch: [1][ 7700/12168] Overall Loss 0.016327 Objective Loss 0.000000 Distill Loss 0.016327 LR 0.001000 Time 0.535404 +2023-11-17 19:31:14,081 - Epoch: [1][ 7800/12168] Overall Loss 0.016321 Objective Loss 0.000000 Distill Loss 0.016321 LR 0.001000 Time 0.535392 +2023-11-17 19:32:07,567 - Epoch: [1][ 7900/12168] Overall Loss 0.016313 Objective Loss 0.000000 Distill Loss 0.016313 LR 0.001000 Time 0.535385 +2023-11-17 19:33:00,980 - Epoch: [1][ 8000/12168] Overall Loss 0.016305 Objective Loss 0.000000 Distill Loss 0.016305 LR 0.001000 Time 0.535369 +2023-11-17 19:33:54,357 - Epoch: [1][ 8100/12168] Overall Loss 0.016297 Objective Loss 0.000000 Distill Loss 0.016297 LR 0.001000 Time 0.535348 +2023-11-17 19:34:47,728 - Epoch: [1][ 8200/12168] Overall Loss 0.016291 Objective Loss 0.000000 Distill Loss 0.016291 LR 0.001000 Time 0.535328 +2023-11-17 19:35:41,145 - Epoch: [1][ 8300/12168] Overall Loss 0.016284 Objective Loss 0.000000 Distill Loss 0.016284 LR 0.001000 Time 0.535314 +2023-11-17 19:36:34,640 - Epoch: [1][ 8400/12168] Overall Loss 0.016276 Objective Loss 0.000000 Distill Loss 0.016276 LR 0.001000 Time 0.535309 +2023-11-17 19:37:28,080 - Epoch: [1][ 8500/12168] Overall Loss 0.016269 Objective Loss 0.000000 Distill Loss 0.016269 LR 0.001000 Time 0.535298 +2023-11-17 19:38:21,416 - Epoch: [1][ 8600/12168] Overall Loss 0.016261 Objective Loss 0.000000 Distill Loss 0.016261 LR 0.001000 Time 0.535275 +2023-11-17 19:39:14,913 - Epoch: [1][ 8700/12168] Overall Loss 0.016253 Objective Loss 0.000000 Distill Loss 0.016253 LR 0.001000 Time 0.535271 +2023-11-17 19:40:08,334 - Epoch: [1][ 8800/12168] Overall Loss 0.016246 Objective Loss 0.000000 Distill Loss 0.016246 LR 0.001000 Time 0.535259 +2023-11-17 19:41:01,704 - Epoch: [1][ 8900/12168] Overall Loss 0.016238 Objective Loss 0.000000 Distill Loss 0.016238 LR 0.001000 Time 0.535241 +2023-11-17 19:41:55,045 - Epoch: [1][ 9000/12168] Overall Loss 0.016231 Objective Loss 0.000000 Distill Loss 0.016231 LR 0.001000 Time 0.535220 +2023-11-17 19:42:48,426 - Epoch: [1][ 9100/12168] Overall Loss 0.016224 Objective Loss 0.000000 Distill Loss 0.016224 LR 0.001000 Time 0.535204 +2023-11-17 19:43:41,842 - Epoch: [1][ 9200/12168] Overall Loss 0.016218 Objective Loss 0.000000 Distill Loss 0.016218 LR 0.001000 Time 0.535192 +2023-11-17 19:44:35,195 - Epoch: [1][ 9300/12168] Overall Loss 0.016211 Objective Loss 0.000000 Distill Loss 0.016211 LR 0.001000 Time 0.535174 +2023-11-17 19:45:28,499 - Epoch: [1][ 9400/12168] Overall Loss 0.016205 Objective Loss 0.000000 Distill Loss 0.016205 LR 0.001000 Time 0.535151 +2023-11-17 19:46:21,942 - Epoch: [1][ 9500/12168] Overall Loss 0.016197 Objective Loss 0.000000 Distill Loss 0.016197 LR 0.001000 Time 0.535143 +2023-11-17 19:47:15,297 - Epoch: [1][ 9600/12168] Overall Loss 0.016191 Objective Loss 0.000000 Distill Loss 0.016191 LR 0.001000 Time 0.535126 +2023-11-17 19:48:09,945 - Epoch: [1][ 9700/12168] Overall Loss 0.016185 Objective Loss 0.000000 Distill Loss 0.016185 LR 0.001000 Time 0.535243 +2023-11-17 19:49:03,393 - Epoch: [1][ 9800/12168] Overall Loss 0.016177 Objective Loss 0.000000 Distill Loss 0.016177 LR 0.001000 Time 0.535235 +2023-11-17 19:49:56,786 - Epoch: [1][ 9900/12168] Overall Loss 0.016170 Objective Loss 0.000000 Distill Loss 0.016170 LR 0.001000 Time 0.535221 +2023-11-17 19:50:50,293 - Epoch: [1][10000/12168] Overall Loss 0.016164 Objective Loss 0.000000 Distill Loss 0.016164 LR 0.001000 Time 0.535219 +2023-11-17 19:51:43,795 - Epoch: [1][10100/12168] Overall Loss 0.016157 Objective Loss 0.000000 Distill Loss 0.016157 LR 0.001000 Time 0.535217 +2023-11-17 19:52:37,242 - Epoch: [1][10200/12168] Overall Loss 0.016150 Objective Loss 0.000000 Distill Loss 0.016150 LR 0.001000 Time 0.535209 +2023-11-17 19:53:30,659 - Epoch: [1][10300/12168] Overall Loss 0.016143 Objective Loss 0.000000 Distill Loss 0.016143 LR 0.001000 Time 0.535199 +2023-11-17 19:54:24,173 - Epoch: [1][10400/12168] Overall Loss 0.016138 Objective Loss 0.000000 Distill Loss 0.016138 LR 0.001000 Time 0.535198 +2023-11-17 19:55:17,553 - Epoch: [1][10500/12168] Overall Loss 0.016131 Objective Loss 0.000000 Distill Loss 0.016131 LR 0.001000 Time 0.535184 +2023-11-17 19:56:10,889 - Epoch: [1][10600/12168] Overall Loss 0.016124 Objective Loss 0.000000 Distill Loss 0.016124 LR 0.001000 Time 0.535167 +2023-11-17 19:57:04,335 - Epoch: [1][10700/12168] Overall Loss 0.016117 Objective Loss 0.000000 Distill Loss 0.016117 LR 0.001000 Time 0.535160 +2023-11-17 19:57:57,737 - Epoch: [1][10800/12168] Overall Loss 0.016111 Objective Loss 0.000000 Distill Loss 0.016111 LR 0.001000 Time 0.535149 +2023-11-17 19:58:51,136 - Epoch: [1][10900/12168] Overall Loss 0.016104 Objective Loss 0.000000 Distill Loss 0.016104 LR 0.001000 Time 0.535138 +2023-11-17 19:59:44,533 - Epoch: [1][11000/12168] Overall Loss 0.016098 Objective Loss 0.000000 Distill Loss 0.016098 LR 0.001000 Time 0.535127 +2023-11-17 20:00:37,929 - Epoch: [1][11100/12168] Overall Loss 0.016091 Objective Loss 0.000000 Distill Loss 0.016091 LR 0.001000 Time 0.535117 +2023-11-17 20:01:31,460 - Epoch: [1][11200/12168] Overall Loss 0.016086 Objective Loss 0.000000 Distill Loss 0.016086 LR 0.001000 Time 0.535118 +2023-11-17 20:02:24,965 - Epoch: [1][11300/12168] Overall Loss 0.016079 Objective Loss 0.000000 Distill Loss 0.016079 LR 0.001000 Time 0.535117 +2023-11-17 20:03:18,378 - Epoch: [1][11400/12168] Overall Loss 0.016073 Objective Loss 0.000000 Distill Loss 0.016073 LR 0.001000 Time 0.535108 +2023-11-17 20:04:11,737 - Epoch: [1][11500/12168] Overall Loss 0.016066 Objective Loss 0.000000 Distill Loss 0.016066 LR 0.001000 Time 0.535095 +2023-11-17 20:05:05,106 - Epoch: [1][11600/12168] Overall Loss 0.016060 Objective Loss 0.000000 Distill Loss 0.016060 LR 0.001000 Time 0.535082 +2023-11-17 20:05:58,494 - Epoch: [1][11700/12168] Overall Loss 0.016054 Objective Loss 0.000000 Distill Loss 0.016054 LR 0.001000 Time 0.535072 +2023-11-17 20:06:51,890 - Epoch: [1][11800/12168] Overall Loss 0.016048 Objective Loss 0.000000 Distill Loss 0.016048 LR 0.001000 Time 0.535062 +2023-11-17 20:07:45,283 - Epoch: [1][11900/12168] Overall Loss 0.016042 Objective Loss 0.000000 Distill Loss 0.016042 LR 0.001000 Time 0.535052 +2023-11-17 20:08:38,721 - Epoch: [1][12000/12168] Overall Loss 0.016035 Objective Loss 0.000000 Distill Loss 0.016035 LR 0.001000 Time 0.535046 +2023-11-17 20:09:32,109 - Epoch: [1][12100/12168] Overall Loss 0.016029 Objective Loss 0.000000 Distill Loss 0.016029 LR 0.001000 Time 0.535036 +2023-11-17 20:10:08,417 - Epoch: [1][12168/12168] Overall Loss 0.016025 Objective Loss 0.000000 Distill Loss 0.016025 LR 0.001000 Time 0.535030 +2023-11-17 20:10:08,784 - --- validate (epoch=1)----------- +2023-11-17 20:10:08,784 - 167951 samples (256 per mini-batch) +2023-11-17 20:10:58,137 - Epoch: [1][ 100/ 657] Loss 0.000000 Overall Loss 0.015894 +2023-11-17 20:11:45,609 - Epoch: [1][ 200/ 657] Loss 0.000000 Overall Loss 0.015898 +2023-11-17 20:12:33,113 - Epoch: [1][ 300/ 657] Loss 0.000000 Overall Loss 0.015905 +2023-11-17 20:13:20,588 - Epoch: [1][ 400/ 657] Loss 0.000000 Overall Loss 0.015906 +2023-11-17 20:14:08,078 - Epoch: [1][ 500/ 657] Loss 0.000000 Overall Loss 0.015910 +2023-11-17 20:14:55,530 - Epoch: [1][ 600/ 657] Loss 0.000000 Overall Loss 0.015910 +2023-11-17 20:15:22,155 - Epoch: [1][ 657/ 657] Loss 0.000000 Overall Loss 0.015916 +2023-11-17 20:15:22,358 - ==> Overall Loss: 0.016 + +2023-11-17 20:15:22,360 - ==> Best [Overall Loss: 0.015916 on epoch: 1] +2023-11-17 20:15:22,360 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-17 20:15:22,389 - + +2023-11-17 20:15:22,389 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-17 20:16:25,465 - Epoch: [2][ 100/12168] Overall Loss 0.015203 Objective Loss 0.000000 Distill Loss 0.015203 LR 0.001000 Time 0.630711 +2023-11-17 20:17:18,815 - Epoch: [2][ 200/12168] Overall Loss 0.015196 Objective Loss 0.000000 Distill Loss 0.015196 LR 0.001000 Time 0.582087 +2023-11-17 20:18:12,236 - Epoch: [2][ 300/12168] Overall Loss 0.015214 Objective Loss 0.000000 Distill Loss 0.015214 LR 0.001000 Time 0.566117 +2023-11-17 20:19:05,601 - Epoch: [2][ 400/12168] Overall Loss 0.015217 Objective Loss 0.000000 Distill Loss 0.015217 LR 0.001000 Time 0.557993 +2023-11-17 20:19:58,941 - Epoch: [2][ 500/12168] Overall Loss 0.015216 Objective Loss 0.000000 Distill Loss 0.015216 LR 0.001000 Time 0.553068 +2023-11-17 20:20:52,308 - Epoch: [2][ 600/12168] Overall Loss 0.015217 Objective Loss 0.000000 Distill Loss 0.015217 LR 0.001000 Time 0.549828 +2023-11-17 20:21:45,744 - Epoch: [2][ 700/12168] Overall Loss 0.015211 Objective Loss 0.000000 Distill Loss 0.015211 LR 0.001000 Time 0.547614 +2023-11-17 20:22:39,195 - Epoch: [2][ 800/12168] Overall Loss 0.015212 Objective Loss 0.000000 Distill Loss 0.015212 LR 0.001000 Time 0.545972 +2023-11-17 20:23:32,759 - Epoch: [2][ 900/12168] Overall Loss 0.015214 Objective Loss 0.000000 Distill Loss 0.015214 LR 0.001000 Time 0.544820 +2023-11-17 20:24:26,133 - Epoch: [2][ 1000/12168] Overall Loss 0.015213 Objective Loss 0.000000 Distill Loss 0.015213 LR 0.001000 Time 0.543709 +2023-11-17 20:25:19,526 - Epoch: [2][ 1100/12168] Overall Loss 0.015207 Objective Loss 0.000000 Distill Loss 0.015207 LR 0.001000 Time 0.542816 +2023-11-17 20:26:12,853 - Epoch: [2][ 1200/12168] Overall Loss 0.015203 Objective Loss 0.000000 Distill Loss 0.015203 LR 0.001000 Time 0.542018 +2023-11-17 20:27:06,222 - Epoch: [2][ 1300/12168] Overall Loss 0.015194 Objective Loss 0.000000 Distill Loss 0.015194 LR 0.001000 Time 0.541375 +2023-11-17 20:27:59,594 - Epoch: [2][ 1400/12168] Overall Loss 0.015193 Objective Loss 0.000000 Distill Loss 0.015193 LR 0.001000 Time 0.540825 +2023-11-17 20:28:53,070 - Epoch: [2][ 1500/12168] Overall Loss 0.015190 Objective Loss 0.000000 Distill Loss 0.015190 LR 0.001000 Time 0.540419 +2023-11-17 20:29:46,461 - Epoch: [2][ 1600/12168] Overall Loss 0.015189 Objective Loss 0.000000 Distill Loss 0.015189 LR 0.001000 Time 0.540010 +2023-11-17 20:30:39,866 - Epoch: [2][ 1700/12168] Overall Loss 0.015187 Objective Loss 0.000000 Distill Loss 0.015187 LR 0.001000 Time 0.539657 +2023-11-17 20:31:33,254 - Epoch: [2][ 1800/12168] Overall Loss 0.015183 Objective Loss 0.000000 Distill Loss 0.015183 LR 0.001000 Time 0.539334 +2023-11-17 20:32:26,662 - Epoch: [2][ 1900/12168] Overall Loss 0.015180 Objective Loss 0.000000 Distill Loss 0.015180 LR 0.001000 Time 0.539056 +2023-11-17 20:33:19,989 - Epoch: [2][ 2000/12168] Overall Loss 0.015175 Objective Loss 0.000000 Distill Loss 0.015175 LR 0.001000 Time 0.538765 +2023-11-17 20:34:13,371 - Epoch: [2][ 2100/12168] Overall Loss 0.015174 Objective Loss 0.000000 Distill Loss 0.015174 LR 0.001000 Time 0.538528 +2023-11-17 20:35:06,717 - Epoch: [2][ 2200/12168] Overall Loss 0.015171 Objective Loss 0.000000 Distill Loss 0.015171 LR 0.001000 Time 0.538296 +2023-11-17 20:36:00,025 - Epoch: [2][ 2300/12168] Overall Loss 0.015164 Objective Loss 0.000000 Distill Loss 0.015164 LR 0.001000 Time 0.538068 +2023-11-17 20:36:53,457 - Epoch: [2][ 2400/12168] Overall Loss 0.015156 Objective Loss 0.000000 Distill Loss 0.015156 LR 0.001000 Time 0.537911 +2023-11-17 20:37:46,762 - Epoch: [2][ 2500/12168] Overall Loss 0.015149 Objective Loss 0.000000 Distill Loss 0.015149 LR 0.001000 Time 0.537715 +2023-11-17 20:38:40,132 - Epoch: [2][ 2600/12168] Overall Loss 0.015145 Objective Loss 0.000000 Distill Loss 0.015145 LR 0.001000 Time 0.537559 +2023-11-17 20:39:33,481 - Epoch: [2][ 2700/12168] Overall Loss 0.015144 Objective Loss 0.000000 Distill Loss 0.015144 LR 0.001000 Time 0.537407 +2023-11-17 20:40:26,987 - Epoch: [2][ 2800/12168] Overall Loss 0.015139 Objective Loss 0.000000 Distill Loss 0.015139 LR 0.001000 Time 0.537322 +2023-11-17 20:41:20,323 - Epoch: [2][ 2900/12168] Overall Loss 0.015136 Objective Loss 0.000000 Distill Loss 0.015136 LR 0.001000 Time 0.537184 +2023-11-17 20:42:13,741 - Epoch: [2][ 3000/12168] Overall Loss 0.015132 Objective Loss 0.000000 Distill Loss 0.015132 LR 0.001000 Time 0.537083 +2023-11-17 20:43:07,191 - Epoch: [2][ 3100/12168] Overall Loss 0.015126 Objective Loss 0.000000 Distill Loss 0.015126 LR 0.001000 Time 0.536999 +2023-11-17 20:44:00,601 - Epoch: [2][ 3200/12168] Overall Loss 0.015121 Objective Loss 0.000000 Distill Loss 0.015121 LR 0.001000 Time 0.536907 +2023-11-17 20:44:54,016 - Epoch: [2][ 3300/12168] Overall Loss 0.015117 Objective Loss 0.000000 Distill Loss 0.015117 LR 0.001000 Time 0.536822 +2023-11-17 20:45:47,442 - Epoch: [2][ 3400/12168] Overall Loss 0.015115 Objective Loss 0.000000 Distill Loss 0.015115 LR 0.001000 Time 0.536746 +2023-11-17 20:46:40,849 - Epoch: [2][ 3500/12168] Overall Loss 0.015112 Objective Loss 0.000000 Distill Loss 0.015112 LR 0.001000 Time 0.536669 +2023-11-17 20:47:34,193 - Epoch: [2][ 3600/12168] Overall Loss 0.015107 Objective Loss 0.000000 Distill Loss 0.015107 LR 0.001000 Time 0.536578 +2023-11-17 20:48:27,663 - Epoch: [2][ 3700/12168] Overall Loss 0.015103 Objective Loss 0.000000 Distill Loss 0.015103 LR 0.001000 Time 0.536526 +2023-11-17 20:49:21,066 - Epoch: [2][ 3800/12168] Overall Loss 0.015101 Objective Loss 0.000000 Distill Loss 0.015101 LR 0.001000 Time 0.536460 +2023-11-17 20:50:14,429 - Epoch: [2][ 3900/12168] Overall Loss 0.015097 Objective Loss 0.000000 Distill Loss 0.015097 LR 0.001000 Time 0.536386 +2023-11-17 20:51:07,794 - Epoch: [2][ 4000/12168] Overall Loss 0.015091 Objective Loss 0.000000 Distill Loss 0.015091 LR 0.001000 Time 0.536317 +2023-11-17 20:52:01,111 - Epoch: [2][ 4100/12168] Overall Loss 0.015090 Objective Loss 0.000000 Distill Loss 0.015090 LR 0.001000 Time 0.536240 +2023-11-17 20:52:54,516 - Epoch: [2][ 4200/12168] Overall Loss 0.015086 Objective Loss 0.000000 Distill Loss 0.015086 LR 0.001000 Time 0.536187 +2023-11-17 20:53:47,958 - Epoch: [2][ 4300/12168] Overall Loss 0.015082 Objective Loss 0.000000 Distill Loss 0.015082 LR 0.001000 Time 0.536145 +2023-11-17 20:54:41,311 - Epoch: [2][ 4400/12168] Overall Loss 0.015077 Objective Loss 0.000000 Distill Loss 0.015077 LR 0.001000 Time 0.536085 +2023-11-17 20:55:34,708 - Epoch: [2][ 4500/12168] Overall Loss 0.015074 Objective Loss 0.000000 Distill Loss 0.015074 LR 0.001000 Time 0.536037 +2023-11-17 20:56:28,163 - Epoch: [2][ 4600/12168] Overall Loss 0.015071 Objective Loss 0.000000 Distill Loss 0.015071 LR 0.001000 Time 0.536004 +2023-11-17 20:57:21,557 - Epoch: [2][ 4700/12168] Overall Loss 0.015067 Objective Loss 0.000000 Distill Loss 0.015067 LR 0.001000 Time 0.535959 +2023-11-17 20:58:14,926 - Epoch: [2][ 4800/12168] Overall Loss 0.015064 Objective Loss 0.000000 Distill Loss 0.015064 LR 0.001000 Time 0.535911 +2023-11-17 20:59:08,288 - Epoch: [2][ 4900/12168] Overall Loss 0.015059 Objective Loss 0.000000 Distill Loss 0.015059 LR 0.001000 Time 0.535864 +2023-11-17 21:00:01,702 - Epoch: [2][ 5000/12168] Overall Loss 0.015056 Objective Loss 0.000000 Distill Loss 0.015056 LR 0.001000 Time 0.535828 +2023-11-17 21:00:55,052 - Epoch: [2][ 5100/12168] Overall Loss 0.015053 Objective Loss 0.000000 Distill Loss 0.015053 LR 0.001000 Time 0.535782 +2023-11-17 21:01:48,425 - Epoch: [2][ 5200/12168] Overall Loss 0.015051 Objective Loss 0.000000 Distill Loss 0.015051 LR 0.001000 Time 0.535742 +2023-11-17 21:02:41,744 - Epoch: [2][ 5300/12168] Overall Loss 0.015047 Objective Loss 0.000000 Distill Loss 0.015047 LR 0.001000 Time 0.535693 +2023-11-17 21:03:35,039 - Epoch: [2][ 5400/12168] Overall Loss 0.015043 Objective Loss 0.000000 Distill Loss 0.015043 LR 0.001000 Time 0.535642 +2023-11-17 21:04:28,402 - Epoch: [2][ 5500/12168] Overall Loss 0.015039 Objective Loss 0.000000 Distill Loss 0.015039 LR 0.001000 Time 0.535605 +2023-11-17 21:05:21,752 - Epoch: [2][ 5600/12168] Overall Loss 0.015036 Objective Loss 0.000000 Distill Loss 0.015036 LR 0.001000 Time 0.535566 +2023-11-17 21:06:15,067 - Epoch: [2][ 5700/12168] Overall Loss 0.015033 Objective Loss 0.000000 Distill Loss 0.015033 LR 0.001000 Time 0.535524 +2023-11-17 21:07:08,477 - Epoch: [2][ 5800/12168] Overall Loss 0.015027 Objective Loss 0.000000 Distill Loss 0.015027 LR 0.001000 Time 0.535498 +2023-11-17 21:08:01,861 - Epoch: [2][ 5900/12168] Overall Loss 0.015025 Objective Loss 0.000000 Distill Loss 0.015025 LR 0.001000 Time 0.535470 +2023-11-17 21:08:55,142 - Epoch: [2][ 6000/12168] Overall Loss 0.015022 Objective Loss 0.000000 Distill Loss 0.015022 LR 0.001000 Time 0.535425 +2023-11-17 21:09:48,465 - Epoch: [2][ 6100/12168] Overall Loss 0.015018 Objective Loss 0.000000 Distill Loss 0.015018 LR 0.001000 Time 0.535388 +2023-11-17 21:10:41,810 - Epoch: [2][ 6200/12168] Overall Loss 0.015015 Objective Loss 0.000000 Distill Loss 0.015015 LR 0.001000 Time 0.535356 +2023-11-17 21:11:35,156 - Epoch: [2][ 6300/12168] Overall Loss 0.015013 Objective Loss 0.000000 Distill Loss 0.015013 LR 0.001000 Time 0.535326 +2023-11-17 21:12:28,573 - Epoch: [2][ 6400/12168] Overall Loss 0.015011 Objective Loss 0.000000 Distill Loss 0.015011 LR 0.001000 Time 0.535307 +2023-11-17 21:13:22,053 - Epoch: [2][ 6500/12168] Overall Loss 0.015008 Objective Loss 0.000000 Distill Loss 0.015008 LR 0.001000 Time 0.535299 +2023-11-17 21:14:15,533 - Epoch: [2][ 6600/12168] Overall Loss 0.015004 Objective Loss 0.000000 Distill Loss 0.015004 LR 0.001000 Time 0.535291 +2023-11-17 21:15:08,975 - Epoch: [2][ 6700/12168] Overall Loss 0.015001 Objective Loss 0.000000 Distill Loss 0.015001 LR 0.001000 Time 0.535277 +2023-11-17 21:16:02,282 - Epoch: [2][ 6800/12168] Overall Loss 0.014998 Objective Loss 0.000000 Distill Loss 0.014998 LR 0.001000 Time 0.535244 +2023-11-17 21:16:55,726 - Epoch: [2][ 6900/12168] Overall Loss 0.014994 Objective Loss 0.000000 Distill Loss 0.014994 LR 0.001000 Time 0.535232 +2023-11-17 21:17:49,147 - Epoch: [2][ 7000/12168] Overall Loss 0.014990 Objective Loss 0.000000 Distill Loss 0.014990 LR 0.001000 Time 0.535217 +2023-11-17 21:18:42,522 - Epoch: [2][ 7100/12168] Overall Loss 0.014987 Objective Loss 0.000000 Distill Loss 0.014987 LR 0.001000 Time 0.535196 +2023-11-17 21:19:35,870 - Epoch: [2][ 7200/12168] Overall Loss 0.014984 Objective Loss 0.000000 Distill Loss 0.014984 LR 0.001000 Time 0.535172 +2023-11-17 21:20:29,259 - Epoch: [2][ 7300/12168] Overall Loss 0.014980 Objective Loss 0.000000 Distill Loss 0.014980 LR 0.001000 Time 0.535154 +2023-11-17 21:21:22,629 - Epoch: [2][ 7400/12168] Overall Loss 0.014977 Objective Loss 0.000000 Distill Loss 0.014977 LR 0.001000 Time 0.535134 +2023-11-17 21:22:15,908 - Epoch: [2][ 7500/12168] Overall Loss 0.014973 Objective Loss 0.000000 Distill Loss 0.014973 LR 0.001000 Time 0.535102 +2023-11-17 21:23:09,346 - Epoch: [2][ 7600/12168] Overall Loss 0.014971 Objective Loss 0.000000 Distill Loss 0.014971 LR 0.001000 Time 0.535092 +2023-11-17 21:24:02,775 - Epoch: [2][ 7700/12168] Overall Loss 0.014968 Objective Loss 0.000000 Distill Loss 0.014968 LR 0.001000 Time 0.535081 +2023-11-17 21:24:56,169 - Epoch: [2][ 7800/12168] Overall Loss 0.014966 Objective Loss 0.000000 Distill Loss 0.014966 LR 0.001000 Time 0.535066 +2023-11-17 21:25:49,538 - Epoch: [2][ 7900/12168] Overall Loss 0.014964 Objective Loss 0.000000 Distill Loss 0.014964 LR 0.001000 Time 0.535048 +2023-11-17 21:26:42,897 - Epoch: [2][ 8000/12168] Overall Loss 0.014960 Objective Loss 0.000000 Distill Loss 0.014960 LR 0.001000 Time 0.535030 +2023-11-17 21:27:36,377 - Epoch: [2][ 8100/12168] Overall Loss 0.014955 Objective Loss 0.000000 Distill Loss 0.014955 LR 0.001000 Time 0.535026 +2023-11-17 21:28:29,813 - Epoch: [2][ 8200/12168] Overall Loss 0.014953 Objective Loss 0.000000 Distill Loss 0.014953 LR 0.001000 Time 0.535018 +2023-11-17 21:29:23,235 - Epoch: [2][ 8300/12168] Overall Loss 0.014950 Objective Loss 0.000000 Distill Loss 0.014950 LR 0.001000 Time 0.535008 +2023-11-17 21:30:16,709 - Epoch: [2][ 8400/12168] Overall Loss 0.014947 Objective Loss 0.000000 Distill Loss 0.014947 LR 0.001000 Time 0.535004 +2023-11-17 21:31:10,107 - Epoch: [2][ 8500/12168] Overall Loss 0.014943 Objective Loss 0.000000 Distill Loss 0.014943 LR 0.001000 Time 0.534992 +2023-11-17 21:32:03,594 - Epoch: [2][ 8600/12168] Overall Loss 0.014940 Objective Loss 0.000000 Distill Loss 0.014940 LR 0.001000 Time 0.534990 +2023-11-17 21:32:57,026 - Epoch: [2][ 8700/12168] Overall Loss 0.014938 Objective Loss 0.000000 Distill Loss 0.014938 LR 0.001000 Time 0.534982 +2023-11-17 21:33:50,504 - Epoch: [2][ 8800/12168] Overall Loss 0.014934 Objective Loss 0.000000 Distill Loss 0.014934 LR 0.001000 Time 0.534979 +2023-11-17 21:34:43,905 - Epoch: [2][ 8900/12168] Overall Loss 0.014931 Objective Loss 0.000000 Distill Loss 0.014931 LR 0.001000 Time 0.534968 +2023-11-17 21:35:37,321 - Epoch: [2][ 9000/12168] Overall Loss 0.014928 Objective Loss 0.000000 Distill Loss 0.014928 LR 0.001000 Time 0.534959 +2023-11-17 21:36:30,769 - Epoch: [2][ 9100/12168] Overall Loss 0.014925 Objective Loss 0.000000 Distill Loss 0.014925 LR 0.001000 Time 0.534953 +2023-11-17 21:37:24,291 - Epoch: [2][ 9200/12168] Overall Loss 0.014922 Objective Loss 0.000000 Distill Loss 0.014922 LR 0.001000 Time 0.534956 +2023-11-17 21:38:17,799 - Epoch: [2][ 9300/12168] Overall Loss 0.014919 Objective Loss 0.000000 Distill Loss 0.014919 LR 0.001000 Time 0.534957 +2023-11-17 21:39:11,353 - Epoch: [2][ 9400/12168] Overall Loss 0.014916 Objective Loss 0.000000 Distill Loss 0.014916 LR 0.001000 Time 0.534962 +2023-11-17 21:40:04,765 - Epoch: [2][ 9500/12168] Overall Loss 0.014912 Objective Loss 0.000000 Distill Loss 0.014912 LR 0.001000 Time 0.534953 +2023-11-17 21:40:58,121 - Epoch: [2][ 9600/12168] Overall Loss 0.014909 Objective Loss 0.000000 Distill Loss 0.014909 LR 0.001000 Time 0.534938 +2023-11-17 21:41:51,513 - Epoch: [2][ 9700/12168] Overall Loss 0.014907 Objective Loss 0.000000 Distill Loss 0.014907 LR 0.001000 Time 0.534927 +2023-11-17 21:42:45,010 - Epoch: [2][ 9800/12168] Overall Loss 0.014903 Objective Loss 0.000000 Distill Loss 0.014903 LR 0.001000 Time 0.534928 +2023-11-17 21:43:38,472 - Epoch: [2][ 9900/12168] Overall Loss 0.014899 Objective Loss 0.000000 Distill Loss 0.014899 LR 0.001000 Time 0.534924 +2023-11-17 21:44:31,942 - Epoch: [2][10000/12168] Overall Loss 0.014897 Objective Loss 0.000000 Distill Loss 0.014897 LR 0.001000 Time 0.534921 +2023-11-17 21:45:25,446 - Epoch: [2][10100/12168] Overall Loss 0.014895 Objective Loss 0.000000 Distill Loss 0.014895 LR 0.001000 Time 0.534922 +2023-11-17 21:46:18,817 - Epoch: [2][10200/12168] Overall Loss 0.014892 Objective Loss 0.000000 Distill Loss 0.014892 LR 0.001000 Time 0.534910 +2023-11-17 21:47:12,257 - Epoch: [2][10300/12168] Overall Loss 0.014889 Objective Loss 0.000000 Distill Loss 0.014889 LR 0.001000 Time 0.534905 +2023-11-17 21:48:05,694 - Epoch: [2][10400/12168] Overall Loss 0.014887 Objective Loss 0.000000 Distill Loss 0.014887 LR 0.001000 Time 0.534899 +2023-11-17 21:48:59,084 - Epoch: [2][10500/12168] Overall Loss 0.014884 Objective Loss 0.000000 Distill Loss 0.014884 LR 0.001000 Time 0.534890 +2023-11-17 21:49:52,621 - Epoch: [2][10600/12168] Overall Loss 0.014881 Objective Loss 0.000000 Distill Loss 0.014881 LR 0.001000 Time 0.534894 +2023-11-17 21:50:45,947 - Epoch: [2][10700/12168] Overall Loss 0.014878 Objective Loss 0.000000 Distill Loss 0.014878 LR 0.001000 Time 0.534878 +2023-11-17 21:51:39,337 - Epoch: [2][10800/12168] Overall Loss 0.014876 Objective Loss 0.000000 Distill Loss 0.014876 LR 0.001000 Time 0.534869 +2023-11-17 21:52:32,730 - Epoch: [2][10900/12168] Overall Loss 0.014873 Objective Loss 0.000000 Distill Loss 0.014873 LR 0.001000 Time 0.534860 +2023-11-17 21:53:26,059 - Epoch: [2][11000/12168] Overall Loss 0.014869 Objective Loss 0.000000 Distill Loss 0.014869 LR 0.001000 Time 0.534845 +2023-11-17 21:54:19,397 - Epoch: [2][11100/12168] Overall Loss 0.014867 Objective Loss 0.000000 Distill Loss 0.014867 LR 0.001000 Time 0.534832 +2023-11-17 21:55:12,778 - Epoch: [2][11200/12168] Overall Loss 0.014865 Objective Loss 0.000000 Distill Loss 0.014865 LR 0.001000 Time 0.534822 +2023-11-17 21:56:06,167 - Epoch: [2][11300/12168] Overall Loss 0.014862 Objective Loss 0.000000 Distill Loss 0.014862 LR 0.001000 Time 0.534814 +2023-11-17 21:56:59,499 - Epoch: [2][11400/12168] Overall Loss 0.014859 Objective Loss 0.000000 Distill Loss 0.014859 LR 0.001000 Time 0.534801 +2023-11-17 21:57:52,858 - Epoch: [2][11500/12168] Overall Loss 0.014856 Objective Loss 0.000000 Distill Loss 0.014856 LR 0.001000 Time 0.534790 +2023-11-17 21:58:46,161 - Epoch: [2][11600/12168] Overall Loss 0.014854 Objective Loss 0.000000 Distill Loss 0.014854 LR 0.001000 Time 0.534774 +2023-11-17 21:59:39,553 - Epoch: [2][11700/12168] Overall Loss 0.014852 Objective Loss 0.000000 Distill Loss 0.014852 LR 0.001000 Time 0.534767 +2023-11-17 22:00:32,878 - Epoch: [2][11800/12168] Overall Loss 0.014850 Objective Loss 0.000000 Distill Loss 0.014850 LR 0.001000 Time 0.534754 +2023-11-17 22:01:26,228 - Epoch: [2][11900/12168] Overall Loss 0.014847 Objective Loss 0.000000 Distill Loss 0.014847 LR 0.001000 Time 0.534743 +2023-11-17 22:02:19,580 - Epoch: [2][12000/12168] Overall Loss 0.014844 Objective Loss 0.000000 Distill Loss 0.014844 LR 0.001000 Time 0.534732 +2023-11-17 22:03:12,945 - Epoch: [2][12100/12168] Overall Loss 0.014842 Objective Loss 0.000000 Distill Loss 0.014842 LR 0.001000 Time 0.534723 +2023-11-17 22:03:49,288 - Epoch: [2][12168/12168] Overall Loss 0.014840 Objective Loss 0.000000 Distill Loss 0.014840 LR 0.001000 Time 0.534721 +2023-11-17 22:03:49,640 - --- validate (epoch=2)----------- +2023-11-17 22:03:49,640 - 167951 samples (256 per mini-batch) +2023-11-17 22:04:39,355 - Epoch: [2][ 100/ 657] Loss 0.000000 Overall Loss 0.015095 +2023-11-17 22:05:26,824 - Epoch: [2][ 200/ 657] Loss 0.000000 Overall Loss 0.015097 +2023-11-17 22:06:14,294 - Epoch: [2][ 300/ 657] Loss 0.000000 Overall Loss 0.015086 +2023-11-17 22:07:01,746 - Epoch: [2][ 400/ 657] Loss 0.000000 Overall Loss 0.015072 +2023-11-17 22:07:49,187 - Epoch: [2][ 500/ 657] Loss 0.000000 Overall Loss 0.015058 +2023-11-17 22:08:36,665 - Epoch: [2][ 600/ 657] Loss 0.000000 Overall Loss 0.015068 +2023-11-17 22:09:03,283 - Epoch: [2][ 657/ 657] Loss 0.000000 Overall Loss 0.015068 +2023-11-17 22:09:03,494 - ==> Overall Loss: 0.015 + +2023-11-17 22:09:03,497 - ==> Best [Overall Loss: 0.015068 on epoch: 2] +2023-11-17 22:09:03,497 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-17 22:09:03,526 - + +2023-11-17 22:09:03,526 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-17 22:10:05,876 - Epoch: [3][ 100/12168] Overall Loss 0.014474 Objective Loss 0.000000 Distill Loss 0.014474 LR 0.001000 Time 0.623463 +2023-11-17 22:10:59,266 - Epoch: [3][ 200/12168] Overall Loss 0.014481 Objective Loss 0.000000 Distill Loss 0.014481 LR 0.001000 Time 0.578663 +2023-11-17 22:11:52,653 - Epoch: [3][ 300/12168] Overall Loss 0.014472 Objective Loss 0.000000 Distill Loss 0.014472 LR 0.001000 Time 0.563722 +2023-11-17 22:12:46,014 - Epoch: [3][ 400/12168] Overall Loss 0.014457 Objective Loss 0.000000 Distill Loss 0.014457 LR 0.001000 Time 0.556185 +2023-11-17 22:13:39,442 - Epoch: [3][ 500/12168] Overall Loss 0.014459 Objective Loss 0.000000 Distill Loss 0.014459 LR 0.001000 Time 0.551797 +2023-11-17 22:14:32,807 - Epoch: [3][ 600/12168] Overall Loss 0.014461 Objective Loss 0.000000 Distill Loss 0.014461 LR 0.001000 Time 0.548768 +2023-11-17 22:15:26,169 - Epoch: [3][ 700/12168] Overall Loss 0.014456 Objective Loss 0.000000 Distill Loss 0.014456 LR 0.001000 Time 0.546599 +2023-11-17 22:16:19,524 - Epoch: [3][ 800/12168] Overall Loss 0.014451 Objective Loss 0.000000 Distill Loss 0.014451 LR 0.001000 Time 0.544964 +2023-11-17 22:17:12,977 - Epoch: [3][ 900/12168] Overall Loss 0.014455 Objective Loss 0.000000 Distill Loss 0.014455 LR 0.001000 Time 0.543802 +2023-11-17 22:18:06,367 - Epoch: [3][ 1000/12168] Overall Loss 0.014458 Objective Loss 0.000000 Distill Loss 0.014458 LR 0.001000 Time 0.542807 +2023-11-17 22:18:59,738 - Epoch: [3][ 1100/12168] Overall Loss 0.014458 Objective Loss 0.000000 Distill Loss 0.014458 LR 0.001000 Time 0.541977 +2023-11-17 22:19:53,124 - Epoch: [3][ 1200/12168] Overall Loss 0.014452 Objective Loss 0.000000 Distill Loss 0.014452 LR 0.001000 Time 0.541299 +2023-11-17 22:20:46,566 - Epoch: [3][ 1300/12168] Overall Loss 0.014451 Objective Loss 0.000000 Distill Loss 0.014451 LR 0.001000 Time 0.540766 +2023-11-17 22:21:39,969 - Epoch: [3][ 1400/12168] Overall Loss 0.014448 Objective Loss 0.000000 Distill Loss 0.014448 LR 0.001000 Time 0.540283 +2023-11-17 22:22:33,397 - Epoch: [3][ 1500/12168] Overall Loss 0.014451 Objective Loss 0.000000 Distill Loss 0.014451 LR 0.001000 Time 0.539880 +2023-11-17 22:23:26,834 - Epoch: [3][ 1600/12168] Overall Loss 0.014450 Objective Loss 0.000000 Distill Loss 0.014450 LR 0.001000 Time 0.539534 +2023-11-17 22:24:20,341 - Epoch: [3][ 1700/12168] Overall Loss 0.014449 Objective Loss 0.000000 Distill Loss 0.014449 LR 0.001000 Time 0.539269 +2023-11-17 22:25:13,762 - Epoch: [3][ 1800/12168] Overall Loss 0.014447 Objective Loss 0.000000 Distill Loss 0.014447 LR 0.001000 Time 0.538986 +2023-11-17 22:26:07,096 - Epoch: [3][ 1900/12168] Overall Loss 0.014447 Objective Loss 0.000000 Distill Loss 0.014447 LR 0.001000 Time 0.538687 +2023-11-17 22:27:00,485 - Epoch: [3][ 2000/12168] Overall Loss 0.014447 Objective Loss 0.000000 Distill Loss 0.014447 LR 0.001000 Time 0.538446 +2023-11-17 22:27:53,888 - Epoch: [3][ 2100/12168] Overall Loss 0.014446 Objective Loss 0.000000 Distill Loss 0.014446 LR 0.001000 Time 0.538234 +2023-11-17 22:28:47,251 - Epoch: [3][ 2200/12168] Overall Loss 0.014445 Objective Loss 0.000000 Distill Loss 0.014445 LR 0.001000 Time 0.538024 +2023-11-17 22:29:40,698 - Epoch: [3][ 2300/12168] Overall Loss 0.014439 Objective Loss 0.000000 Distill Loss 0.014439 LR 0.001000 Time 0.537867 +2023-11-17 22:30:34,131 - Epoch: [3][ 2400/12168] Overall Loss 0.014435 Objective Loss 0.000000 Distill Loss 0.014435 LR 0.001000 Time 0.537719 +2023-11-17 22:31:27,517 - Epoch: [3][ 2500/12168] Overall Loss 0.014433 Objective Loss 0.000000 Distill Loss 0.014433 LR 0.001000 Time 0.537563 +2023-11-17 22:32:20,944 - Epoch: [3][ 2600/12168] Overall Loss 0.014428 Objective Loss 0.000000 Distill Loss 0.014428 LR 0.001000 Time 0.537435 +2023-11-17 22:33:14,401 - Epoch: [3][ 2700/12168] Overall Loss 0.014424 Objective Loss 0.000000 Distill Loss 0.014424 LR 0.001000 Time 0.537328 +2023-11-17 22:34:07,717 - Epoch: [3][ 2800/12168] Overall Loss 0.014421 Objective Loss 0.000000 Distill Loss 0.014421 LR 0.001000 Time 0.537177 +2023-11-17 22:35:01,062 - Epoch: [3][ 2900/12168] Overall Loss 0.014420 Objective Loss 0.000000 Distill Loss 0.014420 LR 0.001000 Time 0.537048 +2023-11-17 22:35:54,422 - Epoch: [3][ 3000/12168] Overall Loss 0.014418 Objective Loss 0.000000 Distill Loss 0.014418 LR 0.001000 Time 0.536932 +2023-11-17 22:36:47,797 - Epoch: [3][ 3100/12168] Overall Loss 0.014414 Objective Loss 0.000000 Distill Loss 0.014414 LR 0.001000 Time 0.536828 +2023-11-17 22:37:41,278 - Epoch: [3][ 3200/12168] Overall Loss 0.014412 Objective Loss 0.000000 Distill Loss 0.014412 LR 0.001000 Time 0.536765 +2023-11-17 22:38:34,684 - Epoch: [3][ 3300/12168] Overall Loss 0.014409 Objective Loss 0.000000 Distill Loss 0.014409 LR 0.001000 Time 0.536681 +2023-11-17 22:39:28,047 - Epoch: [3][ 3400/12168] Overall Loss 0.014407 Objective Loss 0.000000 Distill Loss 0.014407 LR 0.001000 Time 0.536591 +2023-11-17 22:40:21,550 - Epoch: [3][ 3500/12168] Overall Loss 0.014406 Objective Loss 0.000000 Distill Loss 0.014406 LR 0.001000 Time 0.536545 +2023-11-17 22:41:14,921 - Epoch: [3][ 3600/12168] Overall Loss 0.014403 Objective Loss 0.000000 Distill Loss 0.014403 LR 0.001000 Time 0.536465 +2023-11-17 22:42:08,419 - Epoch: [3][ 3700/12168] Overall Loss 0.014402 Objective Loss 0.000000 Distill Loss 0.014402 LR 0.001000 Time 0.536424 +2023-11-17 22:43:01,840 - Epoch: [3][ 3800/12168] Overall Loss 0.014400 Objective Loss 0.000000 Distill Loss 0.014400 LR 0.001000 Time 0.536365 +2023-11-17 22:43:55,197 - Epoch: [3][ 3900/12168] Overall Loss 0.014398 Objective Loss 0.000000 Distill Loss 0.014398 LR 0.001000 Time 0.536293 +2023-11-17 22:44:48,648 - Epoch: [3][ 4000/12168] Overall Loss 0.014395 Objective Loss 0.000000 Distill Loss 0.014395 LR 0.001000 Time 0.536247 +2023-11-17 22:45:41,992 - Epoch: [3][ 4100/12168] Overall Loss 0.014394 Objective Loss 0.000000 Distill Loss 0.014394 LR 0.001000 Time 0.536178 +2023-11-17 22:46:35,378 - Epoch: [3][ 4200/12168] Overall Loss 0.014392 Objective Loss 0.000000 Distill Loss 0.014392 LR 0.001000 Time 0.536122 +2023-11-17 22:47:28,834 - Epoch: [3][ 4300/12168] Overall Loss 0.014390 Objective Loss 0.000000 Distill Loss 0.014390 LR 0.001000 Time 0.536085 +2023-11-17 22:48:22,204 - Epoch: [3][ 4400/12168] Overall Loss 0.014388 Objective Loss 0.000000 Distill Loss 0.014388 LR 0.001000 Time 0.536030 +2023-11-17 22:49:15,591 - Epoch: [3][ 4500/12168] Overall Loss 0.014389 Objective Loss 0.000000 Distill Loss 0.014389 LR 0.001000 Time 0.535981 +2023-11-17 22:50:09,107 - Epoch: [3][ 4600/12168] Overall Loss 0.014386 Objective Loss 0.000000 Distill Loss 0.014386 LR 0.001000 Time 0.535963 +2023-11-17 22:51:02,488 - Epoch: [3][ 4700/12168] Overall Loss 0.014385 Objective Loss 0.000000 Distill Loss 0.014385 LR 0.001000 Time 0.535916 +2023-11-17 22:51:55,771 - Epoch: [3][ 4800/12168] Overall Loss 0.014383 Objective Loss 0.000000 Distill Loss 0.014383 LR 0.001000 Time 0.535851 +2023-11-17 22:52:49,204 - Epoch: [3][ 4900/12168] Overall Loss 0.014382 Objective Loss 0.000000 Distill Loss 0.014382 LR 0.001000 Time 0.535820 +2023-11-17 22:53:42,665 - Epoch: [3][ 5000/12168] Overall Loss 0.014380 Objective Loss 0.000000 Distill Loss 0.014380 LR 0.001000 Time 0.535795 +2023-11-17 22:54:36,052 - Epoch: [3][ 5100/12168] Overall Loss 0.014380 Objective Loss 0.000000 Distill Loss 0.014380 LR 0.001000 Time 0.535756 +2023-11-17 22:55:29,560 - Epoch: [3][ 5200/12168] Overall Loss 0.014379 Objective Loss 0.000000 Distill Loss 0.014379 LR 0.001000 Time 0.535743 +2023-11-17 22:56:23,010 - Epoch: [3][ 5300/12168] Overall Loss 0.014378 Objective Loss 0.000000 Distill Loss 0.014378 LR 0.001000 Time 0.535719 +2023-11-17 22:57:16,442 - Epoch: [3][ 5400/12168] Overall Loss 0.014376 Objective Loss 0.000000 Distill Loss 0.014376 LR 0.001000 Time 0.535692 +2023-11-17 22:58:09,857 - Epoch: [3][ 5500/12168] Overall Loss 0.014375 Objective Loss 0.000000 Distill Loss 0.014375 LR 0.001000 Time 0.535663 +2023-11-17 22:59:03,234 - Epoch: [3][ 5600/12168] Overall Loss 0.014372 Objective Loss 0.000000 Distill Loss 0.014372 LR 0.001000 Time 0.535629 +2023-11-17 22:59:56,637 - Epoch: [3][ 5700/12168] Overall Loss 0.014370 Objective Loss 0.000000 Distill Loss 0.014370 LR 0.001000 Time 0.535601 +2023-11-17 23:00:50,040 - Epoch: [3][ 5800/12168] Overall Loss 0.014369 Objective Loss 0.000000 Distill Loss 0.014369 LR 0.001000 Time 0.535573 +2023-11-17 23:01:43,452 - Epoch: [3][ 5900/12168] Overall Loss 0.014368 Objective Loss 0.000000 Distill Loss 0.014368 LR 0.001000 Time 0.535548 +2023-11-17 23:02:36,761 - Epoch: [3][ 6000/12168] Overall Loss 0.014367 Objective Loss 0.000000 Distill Loss 0.014367 LR 0.001000 Time 0.535506 +2023-11-17 23:03:30,129 - Epoch: [3][ 6100/12168] Overall Loss 0.014364 Objective Loss 0.000000 Distill Loss 0.014364 LR 0.001000 Time 0.535476 +2023-11-17 23:04:23,612 - Epoch: [3][ 6200/12168] Overall Loss 0.014362 Objective Loss 0.000000 Distill Loss 0.014362 LR 0.001000 Time 0.535465 +2023-11-17 23:05:17,049 - Epoch: [3][ 6300/12168] Overall Loss 0.014361 Objective Loss 0.000000 Distill Loss 0.014361 LR 0.001000 Time 0.535447 +2023-11-17 23:06:10,462 - Epoch: [3][ 6400/12168] Overall Loss 0.014359 Objective Loss 0.000000 Distill Loss 0.014359 LR 0.001000 Time 0.535426 +2023-11-17 23:07:03,946 - Epoch: [3][ 6500/12168] Overall Loss 0.014357 Objective Loss 0.000000 Distill Loss 0.014357 LR 0.001000 Time 0.535416 +2023-11-17 23:07:57,431 - Epoch: [3][ 6600/12168] Overall Loss 0.014355 Objective Loss 0.000000 Distill Loss 0.014355 LR 0.001000 Time 0.535407 +2023-11-17 23:08:50,822 - Epoch: [3][ 6700/12168] Overall Loss 0.014353 Objective Loss 0.000000 Distill Loss 0.014353 LR 0.001000 Time 0.535384 +2023-11-17 23:09:44,151 - Epoch: [3][ 6800/12168] Overall Loss 0.014352 Objective Loss 0.000000 Distill Loss 0.014352 LR 0.001000 Time 0.535353 +2023-11-17 23:10:37,509 - Epoch: [3][ 6900/12168] Overall Loss 0.014349 Objective Loss 0.000000 Distill Loss 0.014349 LR 0.001000 Time 0.535327 +2023-11-17 23:11:30,881 - Epoch: [3][ 7000/12168] Overall Loss 0.014348 Objective Loss 0.000000 Distill Loss 0.014348 LR 0.001000 Time 0.535303 +2023-11-17 23:12:24,243 - Epoch: [3][ 7100/12168] Overall Loss 0.014345 Objective Loss 0.000000 Distill Loss 0.014345 LR 0.001000 Time 0.535279 +2023-11-17 23:13:17,602 - Epoch: [3][ 7200/12168] Overall Loss 0.014343 Objective Loss 0.000000 Distill Loss 0.014343 LR 0.001000 Time 0.535255 +2023-11-17 23:14:11,026 - Epoch: [3][ 7300/12168] Overall Loss 0.014342 Objective Loss 0.000000 Distill Loss 0.014342 LR 0.001000 Time 0.535241 +2023-11-17 23:15:04,411 - Epoch: [3][ 7400/12168] Overall Loss 0.014340 Objective Loss 0.000000 Distill Loss 0.014340 LR 0.001000 Time 0.535221 +2023-11-17 23:15:57,749 - Epoch: [3][ 7500/12168] Overall Loss 0.014338 Objective Loss 0.000000 Distill Loss 0.014338 LR 0.001000 Time 0.535196 +2023-11-17 23:16:51,110 - Epoch: [3][ 7600/12168] Overall Loss 0.014337 Objective Loss 0.000000 Distill Loss 0.014337 LR 0.001000 Time 0.535175 +2023-11-17 23:17:44,531 - Epoch: [3][ 7700/12168] Overall Loss 0.014335 Objective Loss 0.000000 Distill Loss 0.014335 LR 0.001000 Time 0.535162 +2023-11-17 23:18:37,835 - Epoch: [3][ 7800/12168] Overall Loss 0.014333 Objective Loss 0.000000 Distill Loss 0.014333 LR 0.001000 Time 0.535135 +2023-11-17 23:19:31,239 - Epoch: [3][ 7900/12168] Overall Loss 0.014332 Objective Loss 0.000000 Distill Loss 0.014332 LR 0.001000 Time 0.535120 +2023-11-17 23:20:24,589 - Epoch: [3][ 8000/12168] Overall Loss 0.014330 Objective Loss 0.000000 Distill Loss 0.014330 LR 0.001000 Time 0.535100 +2023-11-17 23:21:17,994 - Epoch: [3][ 8100/12168] Overall Loss 0.014328 Objective Loss 0.000000 Distill Loss 0.014328 LR 0.001000 Time 0.535086 +2023-11-17 23:22:11,349 - Epoch: [3][ 8200/12168] Overall Loss 0.014327 Objective Loss 0.000000 Distill Loss 0.014327 LR 0.001000 Time 0.535067 +2023-11-17 23:23:04,721 - Epoch: [3][ 8300/12168] Overall Loss 0.014326 Objective Loss 0.000000 Distill Loss 0.014326 LR 0.001000 Time 0.535050 +2023-11-17 23:23:58,127 - Epoch: [3][ 8400/12168] Overall Loss 0.014324 Objective Loss 0.000000 Distill Loss 0.014324 LR 0.001000 Time 0.535038 +2023-11-17 23:24:51,500 - Epoch: [3][ 8500/12168] Overall Loss 0.014322 Objective Loss 0.000000 Distill Loss 0.014322 LR 0.001000 Time 0.535023 +2023-11-17 23:25:44,860 - Epoch: [3][ 8600/12168] Overall Loss 0.014320 Objective Loss 0.000000 Distill Loss 0.014320 LR 0.001000 Time 0.535006 +2023-11-17 23:26:38,341 - Epoch: [3][ 8700/12168] Overall Loss 0.014319 Objective Loss 0.000000 Distill Loss 0.014319 LR 0.001000 Time 0.535003 +2023-11-17 23:27:31,709 - Epoch: [3][ 8800/12168] Overall Loss 0.014317 Objective Loss 0.000000 Distill Loss 0.014317 LR 0.001000 Time 0.534988 +2023-11-17 23:28:25,078 - Epoch: [3][ 8900/12168] Overall Loss 0.014315 Objective Loss 0.000000 Distill Loss 0.014315 LR 0.001000 Time 0.534973 +2023-11-17 23:29:18,400 - Epoch: [3][ 9000/12168] Overall Loss 0.014312 Objective Loss 0.000000 Distill Loss 0.014312 LR 0.001000 Time 0.534953 +2023-11-17 23:30:11,877 - Epoch: [3][ 9100/12168] Overall Loss 0.014311 Objective Loss 0.000000 Distill Loss 0.014311 LR 0.001000 Time 0.534950 +2023-11-17 23:31:05,199 - Epoch: [3][ 9200/12168] Overall Loss 0.014310 Objective Loss 0.000000 Distill Loss 0.014310 LR 0.001000 Time 0.534931 +2023-11-17 23:31:58,660 - Epoch: [3][ 9300/12168] Overall Loss 0.014308 Objective Loss 0.000000 Distill Loss 0.014308 LR 0.001000 Time 0.534927 +2023-11-17 23:32:52,026 - Epoch: [3][ 9400/12168] Overall Loss 0.014307 Objective Loss 0.000000 Distill Loss 0.014307 LR 0.001000 Time 0.534914 +2023-11-17 23:33:45,506 - Epoch: [3][ 9500/12168] Overall Loss 0.014305 Objective Loss 0.000000 Distill Loss 0.014305 LR 0.001000 Time 0.534912 +2023-11-17 23:34:38,946 - Epoch: [3][ 9600/12168] Overall Loss 0.014304 Objective Loss 0.000000 Distill Loss 0.014304 LR 0.001000 Time 0.534906 +2023-11-17 23:35:32,340 - Epoch: [3][ 9700/12168] Overall Loss 0.014302 Objective Loss 0.000000 Distill Loss 0.014302 LR 0.001000 Time 0.534896 +2023-11-17 23:36:25,699 - Epoch: [3][ 9800/12168] Overall Loss 0.014300 Objective Loss 0.000000 Distill Loss 0.014300 LR 0.001000 Time 0.534882 +2023-11-17 23:37:19,117 - Epoch: [3][ 9900/12168] Overall Loss 0.014299 Objective Loss 0.000000 Distill Loss 0.014299 LR 0.001000 Time 0.534875 +2023-11-17 23:38:12,455 - Epoch: [3][10000/12168] Overall Loss 0.014298 Objective Loss 0.000000 Distill Loss 0.014298 LR 0.001000 Time 0.534860 +2023-11-17 23:39:05,846 - Epoch: [3][10100/12168] Overall Loss 0.014297 Objective Loss 0.000000 Distill Loss 0.014297 LR 0.001000 Time 0.534850 +2023-11-17 23:39:59,275 - Epoch: [3][10200/12168] Overall Loss 0.014295 Objective Loss 0.000000 Distill Loss 0.014295 LR 0.001000 Time 0.534844 +2023-11-17 23:40:52,822 - Epoch: [3][10300/12168] Overall Loss 0.014294 Objective Loss 0.000000 Distill Loss 0.014294 LR 0.001000 Time 0.534850 +2023-11-17 23:41:46,312 - Epoch: [3][10400/12168] Overall Loss 0.014293 Objective Loss 0.000000 Distill Loss 0.014293 LR 0.001000 Time 0.534850 +2023-11-17 23:42:39,729 - Epoch: [3][10500/12168] Overall Loss 0.014291 Objective Loss 0.000000 Distill Loss 0.014291 LR 0.001000 Time 0.534843 +2023-11-17 23:43:33,179 - Epoch: [3][10600/12168] Overall Loss 0.014290 Objective Loss 0.000000 Distill Loss 0.014290 LR 0.001000 Time 0.534840 +2023-11-17 23:44:26,560 - Epoch: [3][10700/12168] Overall Loss 0.014288 Objective Loss 0.000000 Distill Loss 0.014288 LR 0.001000 Time 0.534830 +2023-11-17 23:45:19,858 - Epoch: [3][10800/12168] Overall Loss 0.014287 Objective Loss 0.000000 Distill Loss 0.014287 LR 0.001000 Time 0.534812 +2023-11-17 23:46:13,288 - Epoch: [3][10900/12168] Overall Loss 0.014285 Objective Loss 0.000000 Distill Loss 0.014285 LR 0.001000 Time 0.534807 +2023-11-17 23:47:06,640 - Epoch: [3][11000/12168] Overall Loss 0.014283 Objective Loss 0.000000 Distill Loss 0.014283 LR 0.001000 Time 0.534795 +2023-11-17 23:48:00,169 - Epoch: [3][11100/12168] Overall Loss 0.014282 Objective Loss 0.000000 Distill Loss 0.014282 LR 0.001000 Time 0.534799 +2023-11-17 23:48:53,569 - Epoch: [3][11200/12168] Overall Loss 0.014281 Objective Loss 0.000000 Distill Loss 0.014281 LR 0.001000 Time 0.534792 +2023-11-17 23:49:46,889 - Epoch: [3][11300/12168] Overall Loss 0.014279 Objective Loss 0.000000 Distill Loss 0.014279 LR 0.001000 Time 0.534778 +2023-11-17 23:50:40,268 - Epoch: [3][11400/12168] Overall Loss 0.014278 Objective Loss 0.000000 Distill Loss 0.014278 LR 0.001000 Time 0.534769 +2023-11-17 23:51:33,558 - Epoch: [3][11500/12168] Overall Loss 0.014276 Objective Loss 0.000000 Distill Loss 0.014276 LR 0.001000 Time 0.534752 +2023-11-17 23:52:26,985 - Epoch: [3][11600/12168] Overall Loss 0.014274 Objective Loss 0.000000 Distill Loss 0.014274 LR 0.001000 Time 0.534748 +2023-11-17 23:53:20,418 - Epoch: [3][11700/12168] Overall Loss 0.014273 Objective Loss 0.000000 Distill Loss 0.014273 LR 0.001000 Time 0.534744 +2023-11-17 23:54:13,802 - Epoch: [3][11800/12168] Overall Loss 0.014272 Objective Loss 0.000000 Distill Loss 0.014272 LR 0.001000 Time 0.534736 +2023-11-17 23:55:07,202 - Epoch: [3][11900/12168] Overall Loss 0.014270 Objective Loss 0.000000 Distill Loss 0.014270 LR 0.001000 Time 0.534729 +2023-11-17 23:56:00,745 - Epoch: [3][12000/12168] Overall Loss 0.014268 Objective Loss 0.000000 Distill Loss 0.014268 LR 0.001000 Time 0.534735 +2023-11-17 23:56:54,105 - Epoch: [3][12100/12168] Overall Loss 0.014267 Objective Loss 0.000000 Distill Loss 0.014267 LR 0.001000 Time 0.534725 +2023-11-17 23:57:30,292 - Epoch: [3][12168/12168] Overall Loss 0.014266 Objective Loss 0.000000 Distill Loss 0.014266 LR 0.001000 Time 0.534711 +2023-11-17 23:57:30,667 - --- validate (epoch=3)----------- +2023-11-17 23:57:30,668 - 167951 samples (256 per mini-batch) +2023-11-17 23:58:20,548 - Epoch: [3][ 100/ 657] Loss 0.000000 Overall Loss 0.014778 +2023-11-17 23:59:08,001 - Epoch: [3][ 200/ 657] Loss 0.000000 Overall Loss 0.014777 +2023-11-17 23:59:55,430 - Epoch: [3][ 300/ 657] Loss 0.000000 Overall Loss 0.014789 +2023-11-18 00:00:42,868 - Epoch: [3][ 400/ 657] Loss 0.000000 Overall Loss 0.014785 +2023-11-18 00:01:30,319 - Epoch: [3][ 500/ 657] Loss 0.000000 Overall Loss 0.014784 +2023-11-18 00:02:17,773 - Epoch: [3][ 600/ 657] Loss 0.000000 Overall Loss 0.014786 +2023-11-18 00:02:44,373 - Epoch: [3][ 657/ 657] Loss 0.000000 Overall Loss 0.014784 +2023-11-18 00:02:44,570 - ==> Overall Loss: 0.015 + +2023-11-18 00:02:44,572 - ==> Best [Overall Loss: 0.014784 on epoch: 3] +2023-11-18 00:02:44,572 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 00:02:44,601 - + +2023-11-18 00:02:44,601 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 00:03:46,921 - Epoch: [4][ 100/12168] Overall Loss 0.014023 Objective Loss 0.000000 Distill Loss 0.014023 LR 0.001000 Time 0.623166 +2023-11-18 00:04:40,199 - Epoch: [4][ 200/12168] Overall Loss 0.014034 Objective Loss 0.000000 Distill Loss 0.014034 LR 0.001000 Time 0.577953 +2023-11-18 00:05:33,609 - Epoch: [4][ 300/12168] Overall Loss 0.014045 Objective Loss 0.000000 Distill Loss 0.014045 LR 0.001000 Time 0.563323 +2023-11-18 00:06:26,888 - Epoch: [4][ 400/12168] Overall Loss 0.014043 Objective Loss 0.000000 Distill Loss 0.014043 LR 0.001000 Time 0.555682 +2023-11-18 00:07:20,217 - Epoch: [4][ 500/12168] Overall Loss 0.014033 Objective Loss 0.000000 Distill Loss 0.014033 LR 0.001000 Time 0.551197 +2023-11-18 00:08:13,474 - Epoch: [4][ 600/12168] Overall Loss 0.014027 Objective Loss 0.000000 Distill Loss 0.014027 LR 0.001000 Time 0.548088 +2023-11-18 00:09:06,760 - Epoch: [4][ 700/12168] Overall Loss 0.014030 Objective Loss 0.000000 Distill Loss 0.014030 LR 0.001000 Time 0.545907 +2023-11-18 00:10:00,095 - Epoch: [4][ 800/12168] Overall Loss 0.014037 Objective Loss 0.000000 Distill Loss 0.014037 LR 0.001000 Time 0.544334 +2023-11-18 00:10:53,459 - Epoch: [4][ 900/12168] Overall Loss 0.014039 Objective Loss 0.000000 Distill Loss 0.014039 LR 0.001000 Time 0.543142 +2023-11-18 00:11:46,902 - Epoch: [4][ 1000/12168] Overall Loss 0.014038 Objective Loss 0.000000 Distill Loss 0.014038 LR 0.001000 Time 0.542267 +2023-11-18 00:12:40,245 - Epoch: [4][ 1100/12168] Overall Loss 0.014043 Objective Loss 0.000000 Distill Loss 0.014043 LR 0.001000 Time 0.541461 +2023-11-18 00:13:33,660 - Epoch: [4][ 1200/12168] Overall Loss 0.014038 Objective Loss 0.000000 Distill Loss 0.014038 LR 0.001000 Time 0.540849 +2023-11-18 00:14:27,027 - Epoch: [4][ 1300/12168] Overall Loss 0.014039 Objective Loss 0.000000 Distill Loss 0.014039 LR 0.001000 Time 0.540293 +2023-11-18 00:15:20,348 - Epoch: [4][ 1400/12168] Overall Loss 0.014041 Objective Loss 0.000000 Distill Loss 0.014041 LR 0.001000 Time 0.539785 +2023-11-18 00:16:13,652 - Epoch: [4][ 1500/12168] Overall Loss 0.014046 Objective Loss 0.000000 Distill Loss 0.014046 LR 0.001000 Time 0.539334 +2023-11-18 00:17:06,991 - Epoch: [4][ 1600/12168] Overall Loss 0.014049 Objective Loss 0.000000 Distill Loss 0.014049 LR 0.001000 Time 0.538960 +2023-11-18 00:18:00,325 - Epoch: [4][ 1700/12168] Overall Loss 0.014051 Objective Loss 0.000000 Distill Loss 0.014051 LR 0.001000 Time 0.538628 +2023-11-18 00:18:53,783 - Epoch: [4][ 1800/12168] Overall Loss 0.014046 Objective Loss 0.000000 Distill Loss 0.014046 LR 0.001000 Time 0.538400 +2023-11-18 00:19:47,074 - Epoch: [4][ 1900/12168] Overall Loss 0.014046 Objective Loss 0.000000 Distill Loss 0.014046 LR 0.001000 Time 0.538110 +2023-11-18 00:20:40,533 - Epoch: [4][ 2000/12168] Overall Loss 0.014044 Objective Loss 0.000000 Distill Loss 0.014044 LR 0.001000 Time 0.537932 +2023-11-18 00:21:33,861 - Epoch: [4][ 2100/12168] Overall Loss 0.014042 Objective Loss 0.000000 Distill Loss 0.014042 LR 0.001000 Time 0.537709 +2023-11-18 00:22:27,294 - Epoch: [4][ 2200/12168] Overall Loss 0.014040 Objective Loss 0.000000 Distill Loss 0.014040 LR 0.001000 Time 0.537554 +2023-11-18 00:23:20,689 - Epoch: [4][ 2300/12168] Overall Loss 0.014035 Objective Loss 0.000000 Distill Loss 0.014035 LR 0.001000 Time 0.537396 +2023-11-18 00:24:14,071 - Epoch: [4][ 2400/12168] Overall Loss 0.014031 Objective Loss 0.000000 Distill Loss 0.014031 LR 0.001000 Time 0.537246 +2023-11-18 00:25:07,481 - Epoch: [4][ 2500/12168] Overall Loss 0.014027 Objective Loss 0.000000 Distill Loss 0.014027 LR 0.001000 Time 0.537119 +2023-11-18 00:26:00,848 - Epoch: [4][ 2600/12168] Overall Loss 0.014023 Objective Loss 0.000000 Distill Loss 0.014023 LR 0.001000 Time 0.536985 +2023-11-18 00:26:54,222 - Epoch: [4][ 2700/12168] Overall Loss 0.014020 Objective Loss 0.000000 Distill Loss 0.014020 LR 0.001000 Time 0.536863 +2023-11-18 00:27:47,606 - Epoch: [4][ 2800/12168] Overall Loss 0.014018 Objective Loss 0.000000 Distill Loss 0.014018 LR 0.001000 Time 0.536754 +2023-11-18 00:28:40,950 - Epoch: [4][ 2900/12168] Overall Loss 0.014020 Objective Loss 0.000000 Distill Loss 0.014020 LR 0.001000 Time 0.536639 +2023-11-18 00:29:34,415 - Epoch: [4][ 3000/12168] Overall Loss 0.014017 Objective Loss 0.000000 Distill Loss 0.014017 LR 0.001000 Time 0.536571 +2023-11-18 00:30:27,813 - Epoch: [4][ 3100/12168] Overall Loss 0.014012 Objective Loss 0.000000 Distill Loss 0.014012 LR 0.001000 Time 0.536487 +2023-11-18 00:31:21,139 - Epoch: [4][ 3200/12168] Overall Loss 0.014010 Objective Loss 0.000000 Distill Loss 0.014010 LR 0.001000 Time 0.536385 +2023-11-18 00:32:14,498 - Epoch: [4][ 3300/12168] Overall Loss 0.014010 Objective Loss 0.000000 Distill Loss 0.014010 LR 0.001000 Time 0.536299 +2023-11-18 00:33:07,885 - Epoch: [4][ 3400/12168] Overall Loss 0.014009 Objective Loss 0.000000 Distill Loss 0.014009 LR 0.001000 Time 0.536227 +2023-11-18 00:34:01,161 - Epoch: [4][ 3500/12168] Overall Loss 0.014007 Objective Loss 0.000000 Distill Loss 0.014007 LR 0.001000 Time 0.536127 +2023-11-18 00:34:54,485 - Epoch: [4][ 3600/12168] Overall Loss 0.014008 Objective Loss 0.000000 Distill Loss 0.014008 LR 0.001000 Time 0.536046 +2023-11-18 00:35:47,863 - Epoch: [4][ 3700/12168] Overall Loss 0.014006 Objective Loss 0.000000 Distill Loss 0.014006 LR 0.001000 Time 0.535983 +2023-11-18 00:36:41,273 - Epoch: [4][ 3800/12168] Overall Loss 0.014007 Objective Loss 0.000000 Distill Loss 0.014007 LR 0.001000 Time 0.535933 +2023-11-18 00:37:34,654 - Epoch: [4][ 3900/12168] Overall Loss 0.014003 Objective Loss 0.000000 Distill Loss 0.014003 LR 0.001000 Time 0.535878 +2023-11-18 00:38:28,149 - Epoch: [4][ 4000/12168] Overall Loss 0.014000 Objective Loss 0.000000 Distill Loss 0.014000 LR 0.001000 Time 0.535854 +2023-11-18 00:39:21,546 - Epoch: [4][ 4100/12168] Overall Loss 0.013998 Objective Loss 0.000000 Distill Loss 0.013998 LR 0.001000 Time 0.535807 +2023-11-18 00:40:14,836 - Epoch: [4][ 4200/12168] Overall Loss 0.013996 Objective Loss 0.000000 Distill Loss 0.013996 LR 0.001000 Time 0.535737 +2023-11-18 00:41:08,280 - Epoch: [4][ 4300/12168] Overall Loss 0.013994 Objective Loss 0.000000 Distill Loss 0.013994 LR 0.001000 Time 0.535706 +2023-11-18 00:42:01,638 - Epoch: [4][ 4400/12168] Overall Loss 0.013992 Objective Loss 0.000000 Distill Loss 0.013992 LR 0.001000 Time 0.535657 +2023-11-18 00:42:55,050 - Epoch: [4][ 4500/12168] Overall Loss 0.013991 Objective Loss 0.000000 Distill Loss 0.013991 LR 0.001000 Time 0.535622 +2023-11-18 00:43:48,410 - Epoch: [4][ 4600/12168] Overall Loss 0.013989 Objective Loss 0.000000 Distill Loss 0.013989 LR 0.001000 Time 0.535577 +2023-11-18 00:44:41,703 - Epoch: [4][ 4700/12168] Overall Loss 0.013988 Objective Loss 0.000000 Distill Loss 0.013988 LR 0.001000 Time 0.535520 +2023-11-18 00:45:35,073 - Epoch: [4][ 4800/12168] Overall Loss 0.013986 Objective Loss 0.000000 Distill Loss 0.013986 LR 0.001000 Time 0.535482 +2023-11-18 00:46:28,472 - Epoch: [4][ 4900/12168] Overall Loss 0.013984 Objective Loss 0.000000 Distill Loss 0.013984 LR 0.001000 Time 0.535451 +2023-11-18 00:47:21,781 - Epoch: [4][ 5000/12168] Overall Loss 0.013983 Objective Loss 0.000000 Distill Loss 0.013983 LR 0.001000 Time 0.535403 +2023-11-18 00:48:15,149 - Epoch: [4][ 5100/12168] Overall Loss 0.013984 Objective Loss 0.000000 Distill Loss 0.013984 LR 0.001000 Time 0.535368 +2023-11-18 00:49:08,492 - Epoch: [4][ 5200/12168] Overall Loss 0.013983 Objective Loss 0.000000 Distill Loss 0.013983 LR 0.001000 Time 0.535330 +2023-11-18 00:50:01,947 - Epoch: [4][ 5300/12168] Overall Loss 0.013983 Objective Loss 0.000000 Distill Loss 0.013983 LR 0.001000 Time 0.535315 +2023-11-18 00:50:55,352 - Epoch: [4][ 5400/12168] Overall Loss 0.013980 Objective Loss 0.000000 Distill Loss 0.013980 LR 0.001000 Time 0.535291 +2023-11-18 00:51:48,720 - Epoch: [4][ 5500/12168] Overall Loss 0.013980 Objective Loss 0.000000 Distill Loss 0.013980 LR 0.001000 Time 0.535261 +2023-11-18 00:52:42,126 - Epoch: [4][ 5600/12168] Overall Loss 0.013978 Objective Loss 0.000000 Distill Loss 0.013978 LR 0.001000 Time 0.535239 +2023-11-18 00:53:35,498 - Epoch: [4][ 5700/12168] Overall Loss 0.013977 Objective Loss 0.000000 Distill Loss 0.013977 LR 0.001000 Time 0.535212 +2023-11-18 00:54:28,929 - Epoch: [4][ 5800/12168] Overall Loss 0.013976 Objective Loss 0.000000 Distill Loss 0.013976 LR 0.001000 Time 0.535196 +2023-11-18 00:55:22,277 - Epoch: [4][ 5900/12168] Overall Loss 0.013976 Objective Loss 0.000000 Distill Loss 0.013976 LR 0.001000 Time 0.535166 +2023-11-18 00:56:15,709 - Epoch: [4][ 6000/12168] Overall Loss 0.013975 Objective Loss 0.000000 Distill Loss 0.013975 LR 0.001000 Time 0.535151 +2023-11-18 00:57:09,110 - Epoch: [4][ 6100/12168] Overall Loss 0.013975 Objective Loss 0.000000 Distill Loss 0.013975 LR 0.001000 Time 0.535132 +2023-11-18 00:58:02,397 - Epoch: [4][ 6200/12168] Overall Loss 0.013974 Objective Loss 0.000000 Distill Loss 0.013974 LR 0.001000 Time 0.535095 +2023-11-18 00:58:55,714 - Epoch: [4][ 6300/12168] Overall Loss 0.013973 Objective Loss 0.000000 Distill Loss 0.013973 LR 0.001000 Time 0.535064 +2023-11-18 00:59:49,013 - Epoch: [4][ 6400/12168] Overall Loss 0.013973 Objective Loss 0.000000 Distill Loss 0.013973 LR 0.001000 Time 0.535031 +2023-11-18 01:00:42,296 - Epoch: [4][ 6500/12168] Overall Loss 0.013971 Objective Loss 0.000000 Distill Loss 0.013971 LR 0.001000 Time 0.534997 +2023-11-18 01:01:35,719 - Epoch: [4][ 6600/12168] Overall Loss 0.013969 Objective Loss 0.000000 Distill Loss 0.013969 LR 0.001000 Time 0.534985 +2023-11-18 01:02:28,988 - Epoch: [4][ 6700/12168] Overall Loss 0.013968 Objective Loss 0.000000 Distill Loss 0.013968 LR 0.001000 Time 0.534950 +2023-11-18 01:03:22,314 - Epoch: [4][ 6800/12168] Overall Loss 0.013968 Objective Loss 0.000000 Distill Loss 0.013968 LR 0.001000 Time 0.534924 +2023-11-18 01:04:15,707 - Epoch: [4][ 6900/12168] Overall Loss 0.013966 Objective Loss 0.000000 Distill Loss 0.013966 LR 0.001000 Time 0.534910 +2023-11-18 01:05:09,027 - Epoch: [4][ 7000/12168] Overall Loss 0.013964 Objective Loss 0.000000 Distill Loss 0.013964 LR 0.001000 Time 0.534885 +2023-11-18 01:06:02,308 - Epoch: [4][ 7100/12168] Overall Loss 0.013962 Objective Loss 0.000000 Distill Loss 0.013962 LR 0.001000 Time 0.534855 +2023-11-18 01:06:55,696 - Epoch: [4][ 7200/12168] Overall Loss 0.013961 Objective Loss 0.000000 Distill Loss 0.013961 LR 0.001000 Time 0.534841 +2023-11-18 01:07:49,154 - Epoch: [4][ 7300/12168] Overall Loss 0.013960 Objective Loss 0.000000 Distill Loss 0.013960 LR 0.001000 Time 0.534837 +2023-11-18 01:08:42,427 - Epoch: [4][ 7400/12168] Overall Loss 0.013959 Objective Loss 0.000000 Distill Loss 0.013959 LR 0.001000 Time 0.534808 +2023-11-18 01:09:35,940 - Epoch: [4][ 7500/12168] Overall Loss 0.013958 Objective Loss 0.000000 Distill Loss 0.013958 LR 0.001000 Time 0.534812 +2023-11-18 01:10:29,726 - Epoch: [4][ 7600/12168] Overall Loss 0.013958 Objective Loss 0.000000 Distill Loss 0.013958 LR 0.001000 Time 0.534851 +2023-11-18 01:11:23,412 - Epoch: [4][ 7700/12168] Overall Loss 0.013958 Objective Loss 0.000000 Distill Loss 0.013958 LR 0.001000 Time 0.534877 +2023-11-18 01:12:17,185 - Epoch: [4][ 7800/12168] Overall Loss 0.013956 Objective Loss 0.000000 Distill Loss 0.013956 LR 0.001000 Time 0.534913 +2023-11-18 01:13:10,775 - Epoch: [4][ 7900/12168] Overall Loss 0.013956 Objective Loss 0.000000 Distill Loss 0.013956 LR 0.001000 Time 0.534925 +2023-11-18 01:14:04,415 - Epoch: [4][ 8000/12168] Overall Loss 0.013954 Objective Loss 0.000000 Distill Loss 0.013954 LR 0.001000 Time 0.534943 +2023-11-18 01:14:57,954 - Epoch: [4][ 8100/12168] Overall Loss 0.013952 Objective Loss 0.000000 Distill Loss 0.013952 LR 0.001000 Time 0.534948 +2023-11-18 01:15:51,677 - Epoch: [4][ 8200/12168] Overall Loss 0.013951 Objective Loss 0.000000 Distill Loss 0.013951 LR 0.001000 Time 0.534976 +2023-11-18 01:16:45,410 - Epoch: [4][ 8300/12168] Overall Loss 0.013951 Objective Loss 0.000000 Distill Loss 0.013951 LR 0.001000 Time 0.535004 +2023-11-18 01:17:39,158 - Epoch: [4][ 8400/12168] Overall Loss 0.013950 Objective Loss 0.000000 Distill Loss 0.013950 LR 0.001000 Time 0.535033 +2023-11-18 01:18:32,913 - Epoch: [4][ 8500/12168] Overall Loss 0.013948 Objective Loss 0.000000 Distill Loss 0.013948 LR 0.001000 Time 0.535062 +2023-11-18 01:19:26,517 - Epoch: [4][ 8600/12168] Overall Loss 0.013947 Objective Loss 0.000000 Distill Loss 0.013947 LR 0.001000 Time 0.535073 +2023-11-18 01:20:20,190 - Epoch: [4][ 8700/12168] Overall Loss 0.013946 Objective Loss 0.000000 Distill Loss 0.013946 LR 0.001000 Time 0.535091 +2023-11-18 01:21:14,037 - Epoch: [4][ 8800/12168] Overall Loss 0.013945 Objective Loss 0.000000 Distill Loss 0.013945 LR 0.001000 Time 0.535129 +2023-11-18 01:22:07,908 - Epoch: [4][ 8900/12168] Overall Loss 0.013944 Objective Loss 0.000000 Distill Loss 0.013944 LR 0.001000 Time 0.535169 +2023-11-18 01:23:01,467 - Epoch: [4][ 9000/12168] Overall Loss 0.013943 Objective Loss 0.000000 Distill Loss 0.013943 LR 0.001000 Time 0.535174 +2023-11-18 01:23:55,253 - Epoch: [4][ 9100/12168] Overall Loss 0.013943 Objective Loss 0.000000 Distill Loss 0.013943 LR 0.001000 Time 0.535203 +2023-11-18 01:24:49,036 - Epoch: [4][ 9200/12168] Overall Loss 0.013942 Objective Loss 0.000000 Distill Loss 0.013942 LR 0.001000 Time 0.535231 +2023-11-18 01:25:42,593 - Epoch: [4][ 9300/12168] Overall Loss 0.013942 Objective Loss 0.000000 Distill Loss 0.013942 LR 0.001000 Time 0.535234 +2023-11-18 01:26:36,190 - Epoch: [4][ 9400/12168] Overall Loss 0.013940 Objective Loss 0.000000 Distill Loss 0.013940 LR 0.001000 Time 0.535241 +2023-11-18 01:27:29,865 - Epoch: [4][ 9500/12168] Overall Loss 0.013939 Objective Loss 0.000000 Distill Loss 0.013939 LR 0.001000 Time 0.535257 +2023-11-18 01:28:23,491 - Epoch: [4][ 9600/12168] Overall Loss 0.013938 Objective Loss 0.000000 Distill Loss 0.013938 LR 0.001000 Time 0.535267 +2023-11-18 01:29:17,301 - Epoch: [4][ 9700/12168] Overall Loss 0.013937 Objective Loss 0.000000 Distill Loss 0.013937 LR 0.001000 Time 0.535296 +2023-11-18 01:30:10,889 - Epoch: [4][ 9800/12168] Overall Loss 0.013935 Objective Loss 0.000000 Distill Loss 0.013935 LR 0.001000 Time 0.535301 +2023-11-18 01:31:04,614 - Epoch: [4][ 9900/12168] Overall Loss 0.013934 Objective Loss 0.000000 Distill Loss 0.013934 LR 0.001000 Time 0.535321 +2023-11-18 01:31:58,244 - Epoch: [4][10000/12168] Overall Loss 0.013934 Objective Loss 0.000000 Distill Loss 0.013934 LR 0.001000 Time 0.535330 +2023-11-18 01:32:51,886 - Epoch: [4][10100/12168] Overall Loss 0.013933 Objective Loss 0.000000 Distill Loss 0.013933 LR 0.001000 Time 0.535341 +2023-11-18 01:33:45,673 - Epoch: [4][10200/12168] Overall Loss 0.013932 Objective Loss 0.000000 Distill Loss 0.013932 LR 0.001000 Time 0.535365 +2023-11-18 01:34:39,405 - Epoch: [4][10300/12168] Overall Loss 0.013931 Objective Loss 0.000000 Distill Loss 0.013931 LR 0.001000 Time 0.535384 +2023-11-18 01:35:33,093 - Epoch: [4][10400/12168] Overall Loss 0.013930 Objective Loss 0.000000 Distill Loss 0.013930 LR 0.001000 Time 0.535398 +2023-11-18 01:36:26,910 - Epoch: [4][10500/12168] Overall Loss 0.013929 Objective Loss 0.000000 Distill Loss 0.013929 LR 0.001000 Time 0.535424 +2023-11-18 01:37:20,501 - Epoch: [4][10600/12168] Overall Loss 0.013928 Objective Loss 0.000000 Distill Loss 0.013928 LR 0.001000 Time 0.535428 +2023-11-18 01:38:14,182 - Epoch: [4][10700/12168] Overall Loss 0.013927 Objective Loss 0.000000 Distill Loss 0.013927 LR 0.001000 Time 0.535441 +2023-11-18 01:39:09,065 - Epoch: [4][10800/12168] Overall Loss 0.013927 Objective Loss 0.000000 Distill Loss 0.013927 LR 0.001000 Time 0.535564 +2023-11-18 01:40:03,274 - Epoch: [4][10900/12168] Overall Loss 0.013926 Objective Loss 0.000000 Distill Loss 0.013926 LR 0.001000 Time 0.535624 +2023-11-18 01:40:57,210 - Epoch: [4][11000/12168] Overall Loss 0.013924 Objective Loss 0.000000 Distill Loss 0.013924 LR 0.001000 Time 0.535657 +2023-11-18 01:41:50,924 - Epoch: [4][11100/12168] Overall Loss 0.013924 Objective Loss 0.000000 Distill Loss 0.013924 LR 0.001000 Time 0.535670 +2023-11-18 01:42:44,601 - Epoch: [4][11200/12168] Overall Loss 0.013923 Objective Loss 0.000000 Distill Loss 0.013923 LR 0.001000 Time 0.535680 +2023-11-18 01:43:38,177 - Epoch: [4][11300/12168] Overall Loss 0.013922 Objective Loss 0.000000 Distill Loss 0.013922 LR 0.001000 Time 0.535680 +2023-11-18 01:44:32,033 - Epoch: [4][11400/12168] Overall Loss 0.013921 Objective Loss 0.000000 Distill Loss 0.013921 LR 0.001000 Time 0.535705 +2023-11-18 01:45:26,191 - Epoch: [4][11500/12168] Overall Loss 0.013920 Objective Loss 0.000000 Distill Loss 0.013920 LR 0.001000 Time 0.535756 +2023-11-18 01:46:20,106 - Epoch: [4][11600/12168] Overall Loss 0.013919 Objective Loss 0.000000 Distill Loss 0.013919 LR 0.001000 Time 0.535785 +2023-11-18 01:47:13,737 - Epoch: [4][11700/12168] Overall Loss 0.013919 Objective Loss 0.000000 Distill Loss 0.013919 LR 0.001000 Time 0.535789 +2023-11-18 01:48:07,310 - Epoch: [4][11800/12168] Overall Loss 0.013918 Objective Loss 0.000000 Distill Loss 0.013918 LR 0.001000 Time 0.535788 +2023-11-18 01:49:01,153 - Epoch: [4][11900/12168] Overall Loss 0.013917 Objective Loss 0.000000 Distill Loss 0.013917 LR 0.001000 Time 0.535810 +2023-11-18 01:49:54,856 - Epoch: [4][12000/12168] Overall Loss 0.013916 Objective Loss 0.000000 Distill Loss 0.013916 LR 0.001000 Time 0.535820 +2023-11-18 01:50:48,494 - Epoch: [4][12100/12168] Overall Loss 0.013916 Objective Loss 0.000000 Distill Loss 0.013916 LR 0.001000 Time 0.535824 +2023-11-18 01:51:24,923 - Epoch: [4][12168/12168] Overall Loss 0.013915 Objective Loss 0.000000 Distill Loss 0.013915 LR 0.001000 Time 0.535823 +2023-11-18 01:51:25,309 - --- validate (epoch=4)----------- +2023-11-18 01:51:25,309 - 167951 samples (256 per mini-batch) +2023-11-18 01:52:14,702 - Epoch: [4][ 100/ 657] Loss 0.000000 Overall Loss 0.014361 +2023-11-18 01:53:02,215 - Epoch: [4][ 200/ 657] Loss 0.000000 Overall Loss 0.014380 +2023-11-18 01:53:49,690 - Epoch: [4][ 300/ 657] Loss 0.000000 Overall Loss 0.014386 +2023-11-18 01:54:37,176 - Epoch: [4][ 400/ 657] Loss 0.000000 Overall Loss 0.014369 +2023-11-18 01:55:24,658 - Epoch: [4][ 500/ 657] Loss 0.000000 Overall Loss 0.014372 +2023-11-18 01:56:12,154 - Epoch: [4][ 600/ 657] Loss 0.000000 Overall Loss 0.014375 +2023-11-18 01:56:38,784 - Epoch: [4][ 657/ 657] Loss 0.000000 Overall Loss 0.014376 +2023-11-18 01:56:38,989 - ==> Overall Loss: 0.014 + +2023-11-18 01:56:38,990 - ==> Best [Overall Loss: 0.014376 on epoch: 4] +2023-11-18 01:56:38,990 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 01:56:39,012 - + +2023-11-18 01:56:39,012 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 01:57:42,881 - Epoch: [5][ 100/12168] Overall Loss 0.013707 Objective Loss 0.000000 Distill Loss 0.013707 LR 0.001000 Time 0.638641 +2023-11-18 01:58:36,569 - Epoch: [5][ 200/12168] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.001000 Time 0.587742 +2023-11-18 01:59:30,186 - Epoch: [5][ 300/12168] Overall Loss 0.013749 Objective Loss 0.000000 Distill Loss 0.013749 LR 0.001000 Time 0.570537 +2023-11-18 02:00:23,630 - Epoch: [5][ 400/12168] Overall Loss 0.013739 Objective Loss 0.000000 Distill Loss 0.013739 LR 0.001000 Time 0.561505 +2023-11-18 02:01:17,145 - Epoch: [5][ 500/12168] Overall Loss 0.013734 Objective Loss 0.000000 Distill Loss 0.013734 LR 0.001000 Time 0.556228 +2023-11-18 02:02:10,663 - Epoch: [5][ 600/12168] Overall Loss 0.013742 Objective Loss 0.000000 Distill Loss 0.013742 LR 0.001000 Time 0.552714 +2023-11-18 02:03:04,234 - Epoch: [5][ 700/12168] Overall Loss 0.013747 Objective Loss 0.000000 Distill Loss 0.013747 LR 0.001000 Time 0.550280 +2023-11-18 02:03:57,742 - Epoch: [5][ 800/12168] Overall Loss 0.013747 Objective Loss 0.000000 Distill Loss 0.013747 LR 0.001000 Time 0.548376 +2023-11-18 02:04:51,249 - Epoch: [5][ 900/12168] Overall Loss 0.013752 Objective Loss 0.000000 Distill Loss 0.013752 LR 0.001000 Time 0.546893 +2023-11-18 02:05:44,792 - Epoch: [5][ 1000/12168] Overall Loss 0.013762 Objective Loss 0.000000 Distill Loss 0.013762 LR 0.001000 Time 0.545744 +2023-11-18 02:06:38,396 - Epoch: [5][ 1100/12168] Overall Loss 0.013759 Objective Loss 0.000000 Distill Loss 0.013759 LR 0.001000 Time 0.544859 +2023-11-18 02:07:31,883 - Epoch: [5][ 1200/12168] Overall Loss 0.013755 Objective Loss 0.000000 Distill Loss 0.013755 LR 0.001000 Time 0.544023 +2023-11-18 02:08:25,466 - Epoch: [5][ 1300/12168] Overall Loss 0.013753 Objective Loss 0.000000 Distill Loss 0.013753 LR 0.001000 Time 0.543390 +2023-11-18 02:09:19,183 - Epoch: [5][ 1400/12168] Overall Loss 0.013756 Objective Loss 0.000000 Distill Loss 0.013756 LR 0.001000 Time 0.542944 +2023-11-18 02:10:12,802 - Epoch: [5][ 1500/12168] Overall Loss 0.013756 Objective Loss 0.000000 Distill Loss 0.013756 LR 0.001000 Time 0.542491 +2023-11-18 02:11:06,252 - Epoch: [5][ 1600/12168] Overall Loss 0.013752 Objective Loss 0.000000 Distill Loss 0.013752 LR 0.001000 Time 0.541989 +2023-11-18 02:11:59,763 - Epoch: [5][ 1700/12168] Overall Loss 0.013756 Objective Loss 0.000000 Distill Loss 0.013756 LR 0.001000 Time 0.541583 +2023-11-18 02:12:53,185 - Epoch: [5][ 1800/12168] Overall Loss 0.013752 Objective Loss 0.000000 Distill Loss 0.013752 LR 0.001000 Time 0.541172 +2023-11-18 02:13:46,708 - Epoch: [5][ 1900/12168] Overall Loss 0.013752 Objective Loss 0.000000 Distill Loss 0.013752 LR 0.001000 Time 0.540857 +2023-11-18 02:14:40,122 - Epoch: [5][ 2000/12168] Overall Loss 0.013752 Objective Loss 0.000000 Distill Loss 0.013752 LR 0.001000 Time 0.540519 +2023-11-18 02:15:33,522 - Epoch: [5][ 2100/12168] Overall Loss 0.013754 Objective Loss 0.000000 Distill Loss 0.013754 LR 0.001000 Time 0.540207 +2023-11-18 02:16:26,976 - Epoch: [5][ 2200/12168] Overall Loss 0.013752 Objective Loss 0.000000 Distill Loss 0.013752 LR 0.001000 Time 0.539948 +2023-11-18 02:17:20,325 - Epoch: [5][ 2300/12168] Overall Loss 0.013748 Objective Loss 0.000000 Distill Loss 0.013748 LR 0.001000 Time 0.539666 +2023-11-18 02:18:13,849 - Epoch: [5][ 2400/12168] Overall Loss 0.013745 Objective Loss 0.000000 Distill Loss 0.013745 LR 0.001000 Time 0.539480 +2023-11-18 02:19:07,284 - Epoch: [5][ 2500/12168] Overall Loss 0.013742 Objective Loss 0.000000 Distill Loss 0.013742 LR 0.001000 Time 0.539273 +2023-11-18 02:20:00,734 - Epoch: [5][ 2600/12168] Overall Loss 0.013739 Objective Loss 0.000000 Distill Loss 0.013739 LR 0.001000 Time 0.539088 +2023-11-18 02:20:54,286 - Epoch: [5][ 2700/12168] Overall Loss 0.013738 Objective Loss 0.000000 Distill Loss 0.013738 LR 0.001000 Time 0.538955 +2023-11-18 02:21:48,076 - Epoch: [5][ 2800/12168] Overall Loss 0.013739 Objective Loss 0.000000 Distill Loss 0.013739 LR 0.001000 Time 0.538916 +2023-11-18 02:22:41,608 - Epoch: [5][ 2900/12168] Overall Loss 0.013741 Objective Loss 0.000000 Distill Loss 0.013741 LR 0.001000 Time 0.538791 +2023-11-18 02:23:35,322 - Epoch: [5][ 3000/12168] Overall Loss 0.013740 Objective Loss 0.000000 Distill Loss 0.013740 LR 0.001000 Time 0.538734 +2023-11-18 02:24:28,900 - Epoch: [5][ 3100/12168] Overall Loss 0.013736 Objective Loss 0.000000 Distill Loss 0.013736 LR 0.001000 Time 0.538638 +2023-11-18 02:25:22,408 - Epoch: [5][ 3200/12168] Overall Loss 0.013734 Objective Loss 0.000000 Distill Loss 0.013734 LR 0.001000 Time 0.538526 +2023-11-18 02:26:15,997 - Epoch: [5][ 3300/12168] Overall Loss 0.013735 Objective Loss 0.000000 Distill Loss 0.013735 LR 0.001000 Time 0.538445 +2023-11-18 02:27:09,923 - Epoch: [5][ 3400/12168] Overall Loss 0.013735 Objective Loss 0.000000 Distill Loss 0.013735 LR 0.001000 Time 0.538468 +2023-11-18 02:28:04,094 - Epoch: [5][ 3500/12168] Overall Loss 0.013736 Objective Loss 0.000000 Distill Loss 0.013736 LR 0.001000 Time 0.538559 +2023-11-18 02:29:04,977 - Epoch: [5][ 3600/12168] Overall Loss 0.013735 Objective Loss 0.000000 Distill Loss 0.013735 LR 0.001000 Time 0.540510 +2023-11-18 02:29:58,821 - Epoch: [5][ 3700/12168] Overall Loss 0.013735 Objective Loss 0.000000 Distill Loss 0.013735 LR 0.001000 Time 0.540453 +2023-11-18 02:30:54,456 - Epoch: [5][ 3800/12168] Overall Loss 0.013735 Objective Loss 0.000000 Distill Loss 0.013735 LR 0.001000 Time 0.540870 +2023-11-18 02:31:51,186 - Epoch: [5][ 3900/12168] Overall Loss 0.013735 Objective Loss 0.000000 Distill Loss 0.013735 LR 0.001000 Time 0.541547 +2023-11-18 02:32:44,806 - Epoch: [5][ 4000/12168] Overall Loss 0.013731 Objective Loss 0.000000 Distill Loss 0.013731 LR 0.001000 Time 0.541413 +2023-11-18 02:33:38,583 - Epoch: [5][ 4100/12168] Overall Loss 0.013731 Objective Loss 0.000000 Distill Loss 0.013731 LR 0.001000 Time 0.541323 +2023-11-18 02:34:32,309 - Epoch: [5][ 4200/12168] Overall Loss 0.013729 Objective Loss 0.000000 Distill Loss 0.013729 LR 0.001000 Time 0.541225 +2023-11-18 02:35:25,854 - Epoch: [5][ 4300/12168] Overall Loss 0.013729 Objective Loss 0.000000 Distill Loss 0.013729 LR 0.001000 Time 0.541090 +2023-11-18 02:36:19,550 - Epoch: [5][ 4400/12168] Overall Loss 0.013727 Objective Loss 0.000000 Distill Loss 0.013727 LR 0.001000 Time 0.540995 +2023-11-18 02:37:14,069 - Epoch: [5][ 4500/12168] Overall Loss 0.013725 Objective Loss 0.000000 Distill Loss 0.013725 LR 0.001000 Time 0.541088 +2023-11-18 02:38:07,667 - Epoch: [5][ 4600/12168] Overall Loss 0.013724 Objective Loss 0.000000 Distill Loss 0.013724 LR 0.001000 Time 0.540976 +2023-11-18 02:39:01,432 - Epoch: [5][ 4700/12168] Overall Loss 0.013722 Objective Loss 0.000000 Distill Loss 0.013722 LR 0.001000 Time 0.540904 +2023-11-18 02:39:55,614 - Epoch: [5][ 4800/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.001000 Time 0.540922 +2023-11-18 02:40:52,749 - Epoch: [5][ 4900/12168] Overall Loss 0.013722 Objective Loss 0.000000 Distill Loss 0.013722 LR 0.001000 Time 0.541542 +2023-11-18 02:41:51,469 - Epoch: [5][ 5000/12168] Overall Loss 0.013720 Objective Loss 0.000000 Distill Loss 0.013720 LR 0.001000 Time 0.542455 +2023-11-18 02:42:45,021 - Epoch: [5][ 5100/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.001000 Time 0.542318 +2023-11-18 02:43:39,077 - Epoch: [5][ 5200/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.001000 Time 0.542284 +2023-11-18 02:44:34,118 - Epoch: [5][ 5300/12168] Overall Loss 0.013720 Objective Loss 0.000000 Distill Loss 0.013720 LR 0.001000 Time 0.542436 +2023-11-18 02:45:28,178 - Epoch: [5][ 5400/12168] Overall Loss 0.013719 Objective Loss 0.000000 Distill Loss 0.013719 LR 0.001000 Time 0.542401 +2023-11-18 02:46:22,505 - Epoch: [5][ 5500/12168] Overall Loss 0.013718 Objective Loss 0.000000 Distill Loss 0.013718 LR 0.001000 Time 0.542416 +2023-11-18 02:47:17,869 - Epoch: [5][ 5600/12168] Overall Loss 0.013716 Objective Loss 0.000000 Distill Loss 0.013716 LR 0.001000 Time 0.542616 +2023-11-18 02:48:11,825 - Epoch: [5][ 5700/12168] Overall Loss 0.013714 Objective Loss 0.000000 Distill Loss 0.013714 LR 0.001000 Time 0.542562 +2023-11-18 02:49:05,574 - Epoch: [5][ 5800/12168] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.001000 Time 0.542474 +2023-11-18 02:49:59,166 - Epoch: [5][ 5900/12168] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.001000 Time 0.542362 +2023-11-18 02:50:52,748 - Epoch: [5][ 6000/12168] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.001000 Time 0.542252 +2023-11-18 02:51:46,334 - Epoch: [5][ 6100/12168] Overall Loss 0.013711 Objective Loss 0.000000 Distill Loss 0.013711 LR 0.001000 Time 0.542147 +2023-11-18 02:52:39,932 - Epoch: [5][ 6200/12168] Overall Loss 0.013709 Objective Loss 0.000000 Distill Loss 0.013709 LR 0.001000 Time 0.542047 +2023-11-18 02:53:33,526 - Epoch: [5][ 6300/12168] Overall Loss 0.013709 Objective Loss 0.000000 Distill Loss 0.013709 LR 0.001000 Time 0.541949 +2023-11-18 02:54:27,033 - Epoch: [5][ 6400/12168] Overall Loss 0.013709 Objective Loss 0.000000 Distill Loss 0.013709 LR 0.001000 Time 0.541841 +2023-11-18 02:55:20,781 - Epoch: [5][ 6500/12168] Overall Loss 0.013708 Objective Loss 0.000000 Distill Loss 0.013708 LR 0.001000 Time 0.541774 +2023-11-18 02:56:14,438 - Epoch: [5][ 6600/12168] Overall Loss 0.013707 Objective Loss 0.000000 Distill Loss 0.013707 LR 0.001000 Time 0.541694 +2023-11-18 02:57:08,049 - Epoch: [5][ 6700/12168] Overall Loss 0.013705 Objective Loss 0.000000 Distill Loss 0.013705 LR 0.001000 Time 0.541611 +2023-11-18 02:58:01,688 - Epoch: [5][ 6800/12168] Overall Loss 0.013704 Objective Loss 0.000000 Distill Loss 0.013704 LR 0.001000 Time 0.541533 +2023-11-18 02:58:55,370 - Epoch: [5][ 6900/12168] Overall Loss 0.013702 Objective Loss 0.000000 Distill Loss 0.013702 LR 0.001000 Time 0.541464 +2023-11-18 02:59:49,059 - Epoch: [5][ 7000/12168] Overall Loss 0.013702 Objective Loss 0.000000 Distill Loss 0.013702 LR 0.001000 Time 0.541399 +2023-11-18 03:00:42,657 - Epoch: [5][ 7100/12168] Overall Loss 0.013702 Objective Loss 0.000000 Distill Loss 0.013702 LR 0.001000 Time 0.541322 +2023-11-18 03:01:36,232 - Epoch: [5][ 7200/12168] Overall Loss 0.013702 Objective Loss 0.000000 Distill Loss 0.013702 LR 0.001000 Time 0.541244 +2023-11-18 03:02:29,680 - Epoch: [5][ 7300/12168] Overall Loss 0.013701 Objective Loss 0.000000 Distill Loss 0.013701 LR 0.001000 Time 0.541151 +2023-11-18 03:03:23,164 - Epoch: [5][ 7400/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.001000 Time 0.541065 +2023-11-18 03:04:16,576 - Epoch: [5][ 7500/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.001000 Time 0.540972 +2023-11-18 03:05:10,059 - Epoch: [5][ 7600/12168] Overall Loss 0.013699 Objective Loss 0.000000 Distill Loss 0.013699 LR 0.001000 Time 0.540891 +2023-11-18 03:06:03,554 - Epoch: [5][ 7700/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.001000 Time 0.540813 +2023-11-18 03:06:56,963 - Epoch: [5][ 7800/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.001000 Time 0.540726 +2023-11-18 03:07:50,408 - Epoch: [5][ 7900/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.001000 Time 0.540647 +2023-11-18 03:08:43,807 - Epoch: [5][ 8000/12168] Overall Loss 0.013697 Objective Loss 0.000000 Distill Loss 0.013697 LR 0.001000 Time 0.540563 +2023-11-18 03:09:37,290 - Epoch: [5][ 8100/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.001000 Time 0.540492 +2023-11-18 03:10:30,762 - Epoch: [5][ 8200/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.001000 Time 0.540421 +2023-11-18 03:11:24,182 - Epoch: [5][ 8300/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.001000 Time 0.540346 +2023-11-18 03:12:17,666 - Epoch: [5][ 8400/12168] Overall Loss 0.013695 Objective Loss 0.000000 Distill Loss 0.013695 LR 0.001000 Time 0.540280 +2023-11-18 03:13:11,223 - Epoch: [5][ 8500/12168] Overall Loss 0.013695 Objective Loss 0.000000 Distill Loss 0.013695 LR 0.001000 Time 0.540224 +2023-11-18 03:14:04,774 - Epoch: [5][ 8600/12168] Overall Loss 0.013694 Objective Loss 0.000000 Distill Loss 0.013694 LR 0.001000 Time 0.540169 +2023-11-18 03:14:58,533 - Epoch: [5][ 8700/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.001000 Time 0.540138 +2023-11-18 03:15:52,118 - Epoch: [5][ 8800/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.001000 Time 0.540089 +2023-11-18 03:16:45,821 - Epoch: [5][ 8900/12168] Overall Loss 0.013692 Objective Loss 0.000000 Distill Loss 0.013692 LR 0.001000 Time 0.540055 +2023-11-18 03:17:39,417 - Epoch: [5][ 9000/12168] Overall Loss 0.013691 Objective Loss 0.000000 Distill Loss 0.013691 LR 0.001000 Time 0.540009 +2023-11-18 03:18:33,053 - Epoch: [5][ 9100/12168] Overall Loss 0.013692 Objective Loss 0.000000 Distill Loss 0.013692 LR 0.001000 Time 0.539968 +2023-11-18 03:19:26,581 - Epoch: [5][ 9200/12168] Overall Loss 0.013691 Objective Loss 0.000000 Distill Loss 0.013691 LR 0.001000 Time 0.539917 +2023-11-18 03:20:20,282 - Epoch: [5][ 9300/12168] Overall Loss 0.013691 Objective Loss 0.000000 Distill Loss 0.013691 LR 0.001000 Time 0.539885 +2023-11-18 03:21:14,029 - Epoch: [5][ 9400/12168] Overall Loss 0.013691 Objective Loss 0.000000 Distill Loss 0.013691 LR 0.001000 Time 0.539859 +2023-11-18 03:22:07,657 - Epoch: [5][ 9500/12168] Overall Loss 0.013690 Objective Loss 0.000000 Distill Loss 0.013690 LR 0.001000 Time 0.539821 +2023-11-18 03:23:01,300 - Epoch: [5][ 9600/12168] Overall Loss 0.013689 Objective Loss 0.000000 Distill Loss 0.013689 LR 0.001000 Time 0.539785 +2023-11-18 03:23:54,935 - Epoch: [5][ 9700/12168] Overall Loss 0.013689 Objective Loss 0.000000 Distill Loss 0.013689 LR 0.001000 Time 0.539750 +2023-11-18 03:24:48,669 - Epoch: [5][ 9800/12168] Overall Loss 0.013687 Objective Loss 0.000000 Distill Loss 0.013687 LR 0.001000 Time 0.539725 +2023-11-18 03:25:42,138 - Epoch: [5][ 9900/12168] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.001000 Time 0.539674 +2023-11-18 03:26:35,722 - Epoch: [5][10000/12168] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.001000 Time 0.539635 +2023-11-18 03:27:29,286 - Epoch: [5][10100/12168] Overall Loss 0.013685 Objective Loss 0.000000 Distill Loss 0.013685 LR 0.001000 Time 0.539595 +2023-11-18 03:28:22,847 - Epoch: [5][10200/12168] Overall Loss 0.013684 Objective Loss 0.000000 Distill Loss 0.013684 LR 0.001000 Time 0.539556 +2023-11-18 03:29:16,363 - Epoch: [5][10300/12168] Overall Loss 0.013684 Objective Loss 0.000000 Distill Loss 0.013684 LR 0.001000 Time 0.539513 +2023-11-18 03:30:09,847 - Epoch: [5][10400/12168] Overall Loss 0.013683 Objective Loss 0.000000 Distill Loss 0.013683 LR 0.001000 Time 0.539467 +2023-11-18 03:31:03,478 - Epoch: [5][10500/12168] Overall Loss 0.013682 Objective Loss 0.000000 Distill Loss 0.013682 LR 0.001000 Time 0.539437 +2023-11-18 03:31:57,010 - Epoch: [5][10600/12168] Overall Loss 0.013681 Objective Loss 0.000000 Distill Loss 0.013681 LR 0.001000 Time 0.539398 +2023-11-18 03:32:50,557 - Epoch: [5][10700/12168] Overall Loss 0.013681 Objective Loss 0.000000 Distill Loss 0.013681 LR 0.001000 Time 0.539361 +2023-11-18 03:33:43,987 - Epoch: [5][10800/12168] Overall Loss 0.013681 Objective Loss 0.000000 Distill Loss 0.013681 LR 0.001000 Time 0.539314 +2023-11-18 03:34:37,494 - Epoch: [5][10900/12168] Overall Loss 0.013680 Objective Loss 0.000000 Distill Loss 0.013680 LR 0.001000 Time 0.539274 +2023-11-18 03:35:30,966 - Epoch: [5][11000/12168] Overall Loss 0.013679 Objective Loss 0.000000 Distill Loss 0.013679 LR 0.001000 Time 0.539233 +2023-11-18 03:36:24,420 - Epoch: [5][11100/12168] Overall Loss 0.013679 Objective Loss 0.000000 Distill Loss 0.013679 LR 0.001000 Time 0.539190 +2023-11-18 03:37:17,856 - Epoch: [5][11200/12168] Overall Loss 0.013678 Objective Loss 0.000000 Distill Loss 0.013678 LR 0.001000 Time 0.539146 +2023-11-18 03:38:11,317 - Epoch: [5][11300/12168] Overall Loss 0.013677 Objective Loss 0.000000 Distill Loss 0.013677 LR 0.001000 Time 0.539106 +2023-11-18 03:39:04,697 - Epoch: [5][11400/12168] Overall Loss 0.013676 Objective Loss 0.000000 Distill Loss 0.013676 LR 0.001000 Time 0.539059 +2023-11-18 03:39:58,094 - Epoch: [5][11500/12168] Overall Loss 0.013676 Objective Loss 0.000000 Distill Loss 0.013676 LR 0.001000 Time 0.539015 +2023-11-18 03:40:51,432 - Epoch: [5][11600/12168] Overall Loss 0.013675 Objective Loss 0.000000 Distill Loss 0.013675 LR 0.001000 Time 0.538966 +2023-11-18 03:41:44,777 - Epoch: [5][11700/12168] Overall Loss 0.013674 Objective Loss 0.000000 Distill Loss 0.013674 LR 0.001000 Time 0.538918 +2023-11-18 03:42:38,155 - Epoch: [5][11800/12168] Overall Loss 0.013674 Objective Loss 0.000000 Distill Loss 0.013674 LR 0.001000 Time 0.538875 +2023-11-18 03:43:31,579 - Epoch: [5][11900/12168] Overall Loss 0.013673 Objective Loss 0.000000 Distill Loss 0.013673 LR 0.001000 Time 0.538835 +2023-11-18 03:44:24,961 - Epoch: [5][12000/12168] Overall Loss 0.013672 Objective Loss 0.000000 Distill Loss 0.013672 LR 0.001000 Time 0.538793 +2023-11-18 03:45:18,515 - Epoch: [5][12100/12168] Overall Loss 0.013672 Objective Loss 0.000000 Distill Loss 0.013672 LR 0.001000 Time 0.538766 +2023-11-18 03:45:55,005 - Epoch: [5][12168/12168] Overall Loss 0.013671 Objective Loss 0.000000 Distill Loss 0.013671 LR 0.001000 Time 0.538754 +2023-11-18 03:45:55,388 - --- validate (epoch=5)----------- +2023-11-18 03:45:55,389 - 167951 samples (256 per mini-batch) +2023-11-18 03:46:45,084 - Epoch: [5][ 100/ 657] Loss 0.000000 Overall Loss 0.014264 +2023-11-18 03:47:32,570 - Epoch: [5][ 200/ 657] Loss 0.000000 Overall Loss 0.014265 +2023-11-18 03:48:20,068 - Epoch: [5][ 300/ 657] Loss 0.000000 Overall Loss 0.014267 +2023-11-18 03:49:07,533 - Epoch: [5][ 400/ 657] Loss 0.000000 Overall Loss 0.014268 +2023-11-18 03:49:54,993 - Epoch: [5][ 500/ 657] Loss 0.000000 Overall Loss 0.014277 +2023-11-18 03:50:42,470 - Epoch: [5][ 600/ 657] Loss 0.000000 Overall Loss 0.014265 +2023-11-18 03:51:09,103 - Epoch: [5][ 657/ 657] Loss 0.000000 Overall Loss 0.014269 +2023-11-18 03:51:09,291 - ==> Overall Loss: 0.014 + +2023-11-18 03:51:09,293 - ==> Best [Overall Loss: 0.014269 on epoch: 5] +2023-11-18 03:51:09,293 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 03:51:09,322 - + +2023-11-18 03:51:09,322 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 03:52:12,476 - Epoch: [6][ 100/12168] Overall Loss 0.013495 Objective Loss 0.000000 Distill Loss 0.013495 LR 0.001000 Time 0.631499 +2023-11-18 03:53:05,929 - Epoch: [6][ 200/12168] Overall Loss 0.013537 Objective Loss 0.000000 Distill Loss 0.013537 LR 0.001000 Time 0.583000 +2023-11-18 03:53:59,381 - Epoch: [6][ 300/12168] Overall Loss 0.013543 Objective Loss 0.000000 Distill Loss 0.013543 LR 0.001000 Time 0.566826 +2023-11-18 03:54:52,709 - Epoch: [6][ 400/12168] Overall Loss 0.013528 Objective Loss 0.000000 Distill Loss 0.013528 LR 0.001000 Time 0.558433 +2023-11-18 03:55:46,136 - Epoch: [6][ 500/12168] Overall Loss 0.013527 Objective Loss 0.000000 Distill Loss 0.013527 LR 0.001000 Time 0.553593 +2023-11-18 03:56:39,502 - Epoch: [6][ 600/12168] Overall Loss 0.013532 Objective Loss 0.000000 Distill Loss 0.013532 LR 0.001000 Time 0.550266 +2023-11-18 03:57:32,941 - Epoch: [6][ 700/12168] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.001000 Time 0.547993 +2023-11-18 03:58:26,294 - Epoch: [6][ 800/12168] Overall Loss 0.013526 Objective Loss 0.000000 Distill Loss 0.013526 LR 0.001000 Time 0.546180 +2023-11-18 03:59:19,636 - Epoch: [6][ 900/12168] Overall Loss 0.013523 Objective Loss 0.000000 Distill Loss 0.013523 LR 0.001000 Time 0.544753 +2023-11-18 04:00:13,059 - Epoch: [6][ 1000/12168] Overall Loss 0.013531 Objective Loss 0.000000 Distill Loss 0.013531 LR 0.001000 Time 0.543698 +2023-11-18 04:01:06,462 - Epoch: [6][ 1100/12168] Overall Loss 0.013536 Objective Loss 0.000000 Distill Loss 0.013536 LR 0.001000 Time 0.542816 +2023-11-18 04:01:59,885 - Epoch: [6][ 1200/12168] Overall Loss 0.013532 Objective Loss 0.000000 Distill Loss 0.013532 LR 0.001000 Time 0.542098 +2023-11-18 04:02:53,284 - Epoch: [6][ 1300/12168] Overall Loss 0.013530 Objective Loss 0.000000 Distill Loss 0.013530 LR 0.001000 Time 0.541471 +2023-11-18 04:03:46,706 - Epoch: [6][ 1400/12168] Overall Loss 0.013536 Objective Loss 0.000000 Distill Loss 0.013536 LR 0.001000 Time 0.540951 +2023-11-18 04:04:40,074 - Epoch: [6][ 1500/12168] Overall Loss 0.013540 Objective Loss 0.000000 Distill Loss 0.013540 LR 0.001000 Time 0.540464 +2023-11-18 04:05:33,414 - Epoch: [6][ 1600/12168] Overall Loss 0.013540 Objective Loss 0.000000 Distill Loss 0.013540 LR 0.001000 Time 0.540020 +2023-11-18 04:06:26,753 - Epoch: [6][ 1700/12168] Overall Loss 0.013544 Objective Loss 0.000000 Distill Loss 0.013544 LR 0.001000 Time 0.539629 +2023-11-18 04:07:20,133 - Epoch: [6][ 1800/12168] Overall Loss 0.013546 Objective Loss 0.000000 Distill Loss 0.013546 LR 0.001000 Time 0.539303 +2023-11-18 04:08:13,537 - Epoch: [6][ 1900/12168] Overall Loss 0.013546 Objective Loss 0.000000 Distill Loss 0.013546 LR 0.001000 Time 0.539024 +2023-11-18 04:09:06,982 - Epoch: [6][ 2000/12168] Overall Loss 0.013547 Objective Loss 0.000000 Distill Loss 0.013547 LR 0.001000 Time 0.538794 +2023-11-18 04:10:00,410 - Epoch: [6][ 2100/12168] Overall Loss 0.013545 Objective Loss 0.000000 Distill Loss 0.013545 LR 0.001000 Time 0.538577 +2023-11-18 04:10:53,776 - Epoch: [6][ 2200/12168] Overall Loss 0.013545 Objective Loss 0.000000 Distill Loss 0.013545 LR 0.001000 Time 0.538352 +2023-11-18 04:11:47,042 - Epoch: [6][ 2300/12168] Overall Loss 0.013542 Objective Loss 0.000000 Distill Loss 0.013542 LR 0.001000 Time 0.538103 +2023-11-18 04:12:40,480 - Epoch: [6][ 2400/12168] Overall Loss 0.013540 Objective Loss 0.000000 Distill Loss 0.013540 LR 0.001000 Time 0.537947 +2023-11-18 04:13:33,849 - Epoch: [6][ 2500/12168] Overall Loss 0.013540 Objective Loss 0.000000 Distill Loss 0.013540 LR 0.001000 Time 0.537775 +2023-11-18 04:14:27,276 - Epoch: [6][ 2600/12168] Overall Loss 0.013536 Objective Loss 0.000000 Distill Loss 0.013536 LR 0.001000 Time 0.537639 +2023-11-18 04:15:20,585 - Epoch: [6][ 2700/12168] Overall Loss 0.013537 Objective Loss 0.000000 Distill Loss 0.013537 LR 0.001000 Time 0.537469 +2023-11-18 04:16:13,949 - Epoch: [6][ 2800/12168] Overall Loss 0.013536 Objective Loss 0.000000 Distill Loss 0.013536 LR 0.001000 Time 0.537331 +2023-11-18 04:17:07,232 - Epoch: [6][ 2900/12168] Overall Loss 0.013536 Objective Loss 0.000000 Distill Loss 0.013536 LR 0.001000 Time 0.537175 +2023-11-18 04:18:00,648 - Epoch: [6][ 3000/12168] Overall Loss 0.013535 Objective Loss 0.000000 Distill Loss 0.013535 LR 0.001000 Time 0.537073 +2023-11-18 04:18:54,020 - Epoch: [6][ 3100/12168] Overall Loss 0.013529 Objective Loss 0.000000 Distill Loss 0.013529 LR 0.001000 Time 0.536964 +2023-11-18 04:19:47,423 - Epoch: [6][ 3200/12168] Overall Loss 0.013528 Objective Loss 0.000000 Distill Loss 0.013528 LR 0.001000 Time 0.536871 +2023-11-18 04:20:40,673 - Epoch: [6][ 3300/12168] Overall Loss 0.013527 Objective Loss 0.000000 Distill Loss 0.013527 LR 0.001000 Time 0.536738 +2023-11-18 04:21:34,057 - Epoch: [6][ 3400/12168] Overall Loss 0.013527 Objective Loss 0.000000 Distill Loss 0.013527 LR 0.001000 Time 0.536651 +2023-11-18 04:22:27,321 - Epoch: [6][ 3500/12168] Overall Loss 0.013527 Objective Loss 0.000000 Distill Loss 0.013527 LR 0.001000 Time 0.536536 +2023-11-18 04:23:20,654 - Epoch: [6][ 3600/12168] Overall Loss 0.013526 Objective Loss 0.000000 Distill Loss 0.013526 LR 0.001000 Time 0.536446 +2023-11-18 04:24:13,917 - Epoch: [6][ 3700/12168] Overall Loss 0.013526 Objective Loss 0.000000 Distill Loss 0.013526 LR 0.001000 Time 0.536342 +2023-11-18 04:25:07,289 - Epoch: [6][ 3800/12168] Overall Loss 0.013527 Objective Loss 0.000000 Distill Loss 0.013527 LR 0.001000 Time 0.536272 +2023-11-18 04:26:00,604 - Epoch: [6][ 3900/12168] Overall Loss 0.013527 Objective Loss 0.000000 Distill Loss 0.013527 LR 0.001000 Time 0.536191 +2023-11-18 04:26:53,946 - Epoch: [6][ 4000/12168] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.001000 Time 0.536121 +2023-11-18 04:27:47,200 - Epoch: [6][ 4100/12168] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.001000 Time 0.536033 +2023-11-18 04:28:40,607 - Epoch: [6][ 4200/12168] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.001000 Time 0.535985 +2023-11-18 04:29:33,920 - Epoch: [6][ 4300/12168] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.001000 Time 0.535918 +2023-11-18 04:30:27,314 - Epoch: [6][ 4400/12168] Overall Loss 0.013523 Objective Loss 0.000000 Distill Loss 0.013523 LR 0.001000 Time 0.535872 +2023-11-18 04:31:20,681 - Epoch: [6][ 4500/12168] Overall Loss 0.013524 Objective Loss 0.000000 Distill Loss 0.013524 LR 0.001000 Time 0.535823 +2023-11-18 04:32:14,120 - Epoch: [6][ 4600/12168] Overall Loss 0.013523 Objective Loss 0.000000 Distill Loss 0.013523 LR 0.001000 Time 0.535791 +2023-11-18 04:33:07,556 - Epoch: [6][ 4700/12168] Overall Loss 0.013522 Objective Loss 0.000000 Distill Loss 0.013522 LR 0.001000 Time 0.535760 +2023-11-18 04:34:01,032 - Epoch: [6][ 4800/12168] Overall Loss 0.013520 Objective Loss 0.000000 Distill Loss 0.013520 LR 0.001000 Time 0.535738 +2023-11-18 04:34:54,423 - Epoch: [6][ 4900/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.001000 Time 0.535700 +2023-11-18 04:35:47,858 - Epoch: [6][ 5000/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.001000 Time 0.535672 +2023-11-18 04:36:41,178 - Epoch: [6][ 5100/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.001000 Time 0.535623 +2023-11-18 04:37:34,583 - Epoch: [6][ 5200/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.001000 Time 0.535592 +2023-11-18 04:38:28,046 - Epoch: [6][ 5300/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.001000 Time 0.535574 +2023-11-18 04:39:21,446 - Epoch: [6][ 5400/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.001000 Time 0.535544 +2023-11-18 04:40:14,833 - Epoch: [6][ 5500/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.001000 Time 0.535513 +2023-11-18 04:41:08,211 - Epoch: [6][ 5600/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.001000 Time 0.535481 +2023-11-18 04:42:01,589 - Epoch: [6][ 5700/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.001000 Time 0.535451 +2023-11-18 04:42:55,175 - Epoch: [6][ 5800/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.001000 Time 0.535457 +2023-11-18 04:43:48,517 - Epoch: [6][ 5900/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.001000 Time 0.535422 +2023-11-18 04:44:41,853 - Epoch: [6][ 6000/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.001000 Time 0.535387 +2023-11-18 04:45:35,172 - Epoch: [6][ 6100/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.001000 Time 0.535351 +2023-11-18 04:46:28,494 - Epoch: [6][ 6200/12168] Overall Loss 0.013513 Objective Loss 0.000000 Distill Loss 0.013513 LR 0.001000 Time 0.535316 +2023-11-18 04:47:21,919 - Epoch: [6][ 6300/12168] Overall Loss 0.013512 Objective Loss 0.000000 Distill Loss 0.013512 LR 0.001000 Time 0.535298 +2023-11-18 04:48:15,274 - Epoch: [6][ 6400/12168] Overall Loss 0.013512 Objective Loss 0.000000 Distill Loss 0.013512 LR 0.001000 Time 0.535270 +2023-11-18 04:49:08,638 - Epoch: [6][ 6500/12168] Overall Loss 0.013511 Objective Loss 0.000000 Distill Loss 0.013511 LR 0.001000 Time 0.535245 +2023-11-18 04:50:02,044 - Epoch: [6][ 6600/12168] Overall Loss 0.013510 Objective Loss 0.000000 Distill Loss 0.013510 LR 0.001000 Time 0.535226 +2023-11-18 04:50:55,390 - Epoch: [6][ 6700/12168] Overall Loss 0.013510 Objective Loss 0.000000 Distill Loss 0.013510 LR 0.001000 Time 0.535200 +2023-11-18 04:51:48,725 - Epoch: [6][ 6800/12168] Overall Loss 0.013509 Objective Loss 0.000000 Distill Loss 0.013509 LR 0.001000 Time 0.535172 +2023-11-18 04:52:42,082 - Epoch: [6][ 6900/12168] Overall Loss 0.013507 Objective Loss 0.000000 Distill Loss 0.013507 LR 0.001000 Time 0.535148 +2023-11-18 04:53:35,541 - Epoch: [6][ 7000/12168] Overall Loss 0.013507 Objective Loss 0.000000 Distill Loss 0.013507 LR 0.001000 Time 0.535140 +2023-11-18 04:54:28,986 - Epoch: [6][ 7100/12168] Overall Loss 0.013506 Objective Loss 0.000000 Distill Loss 0.013506 LR 0.001000 Time 0.535130 +2023-11-18 04:55:22,366 - Epoch: [6][ 7200/12168] Overall Loss 0.013506 Objective Loss 0.000000 Distill Loss 0.013506 LR 0.001000 Time 0.535111 +2023-11-18 04:56:15,660 - Epoch: [6][ 7300/12168] Overall Loss 0.013506 Objective Loss 0.000000 Distill Loss 0.013506 LR 0.001000 Time 0.535080 +2023-11-18 04:57:09,039 - Epoch: [6][ 7400/12168] Overall Loss 0.013506 Objective Loss 0.000000 Distill Loss 0.013506 LR 0.001000 Time 0.535062 +2023-11-18 04:58:02,442 - Epoch: [6][ 7500/12168] Overall Loss 0.013505 Objective Loss 0.000000 Distill Loss 0.013505 LR 0.001000 Time 0.535048 +2023-11-18 04:58:55,877 - Epoch: [6][ 7600/12168] Overall Loss 0.013505 Objective Loss 0.000000 Distill Loss 0.013505 LR 0.001000 Time 0.535039 +2023-11-18 04:59:49,189 - Epoch: [6][ 7700/12168] Overall Loss 0.013505 Objective Loss 0.000000 Distill Loss 0.013505 LR 0.001000 Time 0.535013 +2023-11-18 05:00:42,622 - Epoch: [6][ 7800/12168] Overall Loss 0.013505 Objective Loss 0.000000 Distill Loss 0.013505 LR 0.001000 Time 0.535004 +2023-11-18 05:01:35,981 - Epoch: [6][ 7900/12168] Overall Loss 0.013505 Objective Loss 0.000000 Distill Loss 0.013505 LR 0.001000 Time 0.534986 +2023-11-18 05:02:29,352 - Epoch: [6][ 8000/12168] Overall Loss 0.013504 Objective Loss 0.000000 Distill Loss 0.013504 LR 0.001000 Time 0.534969 +2023-11-18 05:03:22,745 - Epoch: [6][ 8100/12168] Overall Loss 0.013503 Objective Loss 0.000000 Distill Loss 0.013503 LR 0.001000 Time 0.534956 +2023-11-18 05:04:16,127 - Epoch: [6][ 8200/12168] Overall Loss 0.013504 Objective Loss 0.000000 Distill Loss 0.013504 LR 0.001000 Time 0.534942 +2023-11-18 05:05:09,441 - Epoch: [6][ 8300/12168] Overall Loss 0.013504 Objective Loss 0.000000 Distill Loss 0.013504 LR 0.001000 Time 0.534920 +2023-11-18 05:06:02,862 - Epoch: [6][ 8400/12168] Overall Loss 0.013503 Objective Loss 0.000000 Distill Loss 0.013503 LR 0.001000 Time 0.534911 +2023-11-18 05:06:56,279 - Epoch: [6][ 8500/12168] Overall Loss 0.013503 Objective Loss 0.000000 Distill Loss 0.013503 LR 0.001000 Time 0.534902 +2023-11-18 05:07:49,668 - Epoch: [6][ 8600/12168] Overall Loss 0.013502 Objective Loss 0.000000 Distill Loss 0.013502 LR 0.001000 Time 0.534890 +2023-11-18 05:08:43,022 - Epoch: [6][ 8700/12168] Overall Loss 0.013502 Objective Loss 0.000000 Distill Loss 0.013502 LR 0.001000 Time 0.534874 +2023-11-18 05:09:36,419 - Epoch: [6][ 8800/12168] Overall Loss 0.013501 Objective Loss 0.000000 Distill Loss 0.013501 LR 0.001000 Time 0.534863 +2023-11-18 05:10:29,721 - Epoch: [6][ 8900/12168] Overall Loss 0.013500 Objective Loss 0.000000 Distill Loss 0.013500 LR 0.001000 Time 0.534842 +2023-11-18 05:11:23,076 - Epoch: [6][ 9000/12168] Overall Loss 0.013500 Objective Loss 0.000000 Distill Loss 0.013500 LR 0.001000 Time 0.534827 +2023-11-18 05:12:16,509 - Epoch: [6][ 9100/12168] Overall Loss 0.013500 Objective Loss 0.000000 Distill Loss 0.013500 LR 0.001000 Time 0.534821 +2023-11-18 05:13:09,778 - Epoch: [6][ 9200/12168] Overall Loss 0.013500 Objective Loss 0.000000 Distill Loss 0.013500 LR 0.001000 Time 0.534798 +2023-11-18 05:14:03,146 - Epoch: [6][ 9300/12168] Overall Loss 0.013499 Objective Loss 0.000000 Distill Loss 0.013499 LR 0.001000 Time 0.534785 +2023-11-18 05:14:56,434 - Epoch: [6][ 9400/12168] Overall Loss 0.013499 Objective Loss 0.000000 Distill Loss 0.013499 LR 0.001000 Time 0.534765 +2023-11-18 05:15:49,846 - Epoch: [6][ 9500/12168] Overall Loss 0.013498 Objective Loss 0.000000 Distill Loss 0.013498 LR 0.001000 Time 0.534758 +2023-11-18 05:16:43,123 - Epoch: [6][ 9600/12168] Overall Loss 0.013498 Objective Loss 0.000000 Distill Loss 0.013498 LR 0.001000 Time 0.534737 +2023-11-18 05:17:36,466 - Epoch: [6][ 9700/12168] Overall Loss 0.013498 Objective Loss 0.000000 Distill Loss 0.013498 LR 0.001000 Time 0.534723 +2023-11-18 05:18:29,822 - Epoch: [6][ 9800/12168] Overall Loss 0.013497 Objective Loss 0.000000 Distill Loss 0.013497 LR 0.001000 Time 0.534711 +2023-11-18 05:19:23,206 - Epoch: [6][ 9900/12168] Overall Loss 0.013497 Objective Loss 0.000000 Distill Loss 0.013497 LR 0.001000 Time 0.534702 +2023-11-18 05:20:16,553 - Epoch: [6][10000/12168] Overall Loss 0.013496 Objective Loss 0.000000 Distill Loss 0.013496 LR 0.001000 Time 0.534689 +2023-11-18 05:21:09,907 - Epoch: [6][10100/12168] Overall Loss 0.013496 Objective Loss 0.000000 Distill Loss 0.013496 LR 0.001000 Time 0.534677 +2023-11-18 05:22:03,358 - Epoch: [6][10200/12168] Overall Loss 0.013496 Objective Loss 0.000000 Distill Loss 0.013496 LR 0.001000 Time 0.534675 +2023-11-18 05:22:56,725 - Epoch: [6][10300/12168] Overall Loss 0.013495 Objective Loss 0.000000 Distill Loss 0.013495 LR 0.001000 Time 0.534665 +2023-11-18 05:23:50,140 - Epoch: [6][10400/12168] Overall Loss 0.013496 Objective Loss 0.000000 Distill Loss 0.013496 LR 0.001000 Time 0.534660 +2023-11-18 05:24:43,489 - Epoch: [6][10500/12168] Overall Loss 0.013495 Objective Loss 0.000000 Distill Loss 0.013495 LR 0.001000 Time 0.534648 +2023-11-18 05:25:36,901 - Epoch: [6][10600/12168] Overall Loss 0.013494 Objective Loss 0.000000 Distill Loss 0.013494 LR 0.001000 Time 0.534643 +2023-11-18 05:26:30,326 - Epoch: [6][10700/12168] Overall Loss 0.013494 Objective Loss 0.000000 Distill Loss 0.013494 LR 0.001000 Time 0.534639 +2023-11-18 05:27:23,655 - Epoch: [6][10800/12168] Overall Loss 0.013494 Objective Loss 0.000000 Distill Loss 0.013494 LR 0.001000 Time 0.534626 +2023-11-18 05:28:17,075 - Epoch: [6][10900/12168] Overall Loss 0.013493 Objective Loss 0.000000 Distill Loss 0.013493 LR 0.001000 Time 0.534622 +2023-11-18 05:29:10,426 - Epoch: [6][11000/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.001000 Time 0.534612 +2023-11-18 05:30:03,769 - Epoch: [6][11100/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.001000 Time 0.534601 +2023-11-18 05:30:57,229 - Epoch: [6][11200/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.001000 Time 0.534600 +2023-11-18 05:31:50,631 - Epoch: [6][11300/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.001000 Time 0.534595 +2023-11-18 05:32:44,041 - Epoch: [6][11400/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.001000 Time 0.534590 +2023-11-18 05:33:37,430 - Epoch: [6][11500/12168] Overall Loss 0.013491 Objective Loss 0.000000 Distill Loss 0.013491 LR 0.001000 Time 0.534584 +2023-11-18 05:34:30,913 - Epoch: [6][11600/12168] Overall Loss 0.013491 Objective Loss 0.000000 Distill Loss 0.013491 LR 0.001000 Time 0.534586 +2023-11-18 05:35:24,306 - Epoch: [6][11700/12168] Overall Loss 0.013491 Objective Loss 0.000000 Distill Loss 0.013491 LR 0.001000 Time 0.534580 +2023-11-18 05:36:17,679 - Epoch: [6][11800/12168] Overall Loss 0.013490 Objective Loss 0.000000 Distill Loss 0.013490 LR 0.001000 Time 0.534572 +2023-11-18 05:37:11,214 - Epoch: [6][11900/12168] Overall Loss 0.013489 Objective Loss 0.000000 Distill Loss 0.013489 LR 0.001000 Time 0.534579 +2023-11-18 05:38:04,703 - Epoch: [6][12000/12168] Overall Loss 0.013489 Objective Loss 0.000000 Distill Loss 0.013489 LR 0.001000 Time 0.534581 +2023-11-18 05:38:58,145 - Epoch: [6][12100/12168] Overall Loss 0.013489 Objective Loss 0.000000 Distill Loss 0.013489 LR 0.001000 Time 0.534579 +2023-11-18 05:39:34,441 - Epoch: [6][12168/12168] Overall Loss 0.013488 Objective Loss 0.000000 Distill Loss 0.013488 LR 0.001000 Time 0.534575 +2023-11-18 05:39:34,781 - --- validate (epoch=6)----------- +2023-11-18 05:39:34,781 - 167951 samples (256 per mini-batch) +2023-11-18 05:40:24,357 - Epoch: [6][ 100/ 657] Loss 0.000000 Overall Loss 0.014136 +2023-11-18 05:41:11,869 - Epoch: [6][ 200/ 657] Loss 0.000000 Overall Loss 0.014136 +2023-11-18 05:41:59,356 - Epoch: [6][ 300/ 657] Loss 0.000000 Overall Loss 0.014127 +2023-11-18 05:42:46,853 - Epoch: [6][ 400/ 657] Loss 0.000000 Overall Loss 0.014129 +2023-11-18 05:43:34,312 - Epoch: [6][ 500/ 657] Loss 0.000000 Overall Loss 0.014132 +2023-11-18 05:44:21,780 - Epoch: [6][ 600/ 657] Loss 0.000000 Overall Loss 0.014128 +2023-11-18 05:44:48,417 - Epoch: [6][ 657/ 657] Loss 0.000000 Overall Loss 0.014133 +2023-11-18 05:44:48,606 - ==> Overall Loss: 0.014 + +2023-11-18 05:44:48,608 - ==> Best [Overall Loss: 0.014133 on epoch: 6] +2023-11-18 05:44:48,608 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 05:44:48,637 - + +2023-11-18 05:44:48,637 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 05:45:51,554 - Epoch: [7][ 100/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.001000 Time 0.629135 +2023-11-18 05:46:44,935 - Epoch: [7][ 200/12168] Overall Loss 0.013370 Objective Loss 0.000000 Distill Loss 0.013370 LR 0.001000 Time 0.581454 +2023-11-18 05:47:38,397 - Epoch: [7][ 300/12168] Overall Loss 0.013384 Objective Loss 0.000000 Distill Loss 0.013384 LR 0.001000 Time 0.565833 +2023-11-18 05:48:31,785 - Epoch: [7][ 400/12168] Overall Loss 0.013380 Objective Loss 0.000000 Distill Loss 0.013380 LR 0.001000 Time 0.557836 +2023-11-18 05:49:25,226 - Epoch: [7][ 500/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.001000 Time 0.553143 +2023-11-18 05:50:18,597 - Epoch: [7][ 600/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.001000 Time 0.549899 +2023-11-18 05:51:12,066 - Epoch: [7][ 700/12168] Overall Loss 0.013378 Objective Loss 0.000000 Distill Loss 0.013378 LR 0.001000 Time 0.547721 +2023-11-18 05:52:05,582 - Epoch: [7][ 800/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.001000 Time 0.546147 +2023-11-18 05:52:58,974 - Epoch: [7][ 900/12168] Overall Loss 0.013388 Objective Loss 0.000000 Distill Loss 0.013388 LR 0.001000 Time 0.544785 +2023-11-18 05:53:52,429 - Epoch: [7][ 1000/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.001000 Time 0.543758 +2023-11-18 05:54:45,740 - Epoch: [7][ 1100/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.001000 Time 0.542787 +2023-11-18 05:55:39,092 - Epoch: [7][ 1200/12168] Overall Loss 0.013387 Objective Loss 0.000000 Distill Loss 0.013387 LR 0.001000 Time 0.542012 +2023-11-18 05:56:32,446 - Epoch: [7][ 1300/12168] Overall Loss 0.013386 Objective Loss 0.000000 Distill Loss 0.013386 LR 0.001000 Time 0.541358 +2023-11-18 05:57:25,938 - Epoch: [7][ 1400/12168] Overall Loss 0.013388 Objective Loss 0.000000 Distill Loss 0.013388 LR 0.001000 Time 0.540895 +2023-11-18 05:58:19,298 - Epoch: [7][ 1500/12168] Overall Loss 0.013390 Objective Loss 0.000000 Distill Loss 0.013390 LR 0.001000 Time 0.540407 +2023-11-18 05:59:12,655 - Epoch: [7][ 1600/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.001000 Time 0.539978 +2023-11-18 06:00:05,950 - Epoch: [7][ 1700/12168] Overall Loss 0.013393 Objective Loss 0.000000 Distill Loss 0.013393 LR 0.001000 Time 0.539562 +2023-11-18 06:00:59,354 - Epoch: [7][ 1800/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.001000 Time 0.539254 +2023-11-18 06:01:52,733 - Epoch: [7][ 1900/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.001000 Time 0.538965 +2023-11-18 06:02:46,190 - Epoch: [7][ 2000/12168] Overall Loss 0.013393 Objective Loss 0.000000 Distill Loss 0.013393 LR 0.001000 Time 0.538743 +2023-11-18 06:03:39,578 - Epoch: [7][ 2100/12168] Overall Loss 0.013394 Objective Loss 0.000000 Distill Loss 0.013394 LR 0.001000 Time 0.538509 +2023-11-18 06:04:33,006 - Epoch: [7][ 2200/12168] Overall Loss 0.013394 Objective Loss 0.000000 Distill Loss 0.013394 LR 0.001000 Time 0.538316 +2023-11-18 06:05:26,397 - Epoch: [7][ 2300/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.001000 Time 0.538123 +2023-11-18 06:06:19,779 - Epoch: [7][ 2400/12168] Overall Loss 0.013389 Objective Loss 0.000000 Distill Loss 0.013389 LR 0.001000 Time 0.537942 +2023-11-18 06:07:13,176 - Epoch: [7][ 2500/12168] Overall Loss 0.013386 Objective Loss 0.000000 Distill Loss 0.013386 LR 0.001000 Time 0.537782 +2023-11-18 06:08:06,546 - Epoch: [7][ 2600/12168] Overall Loss 0.013381 Objective Loss 0.000000 Distill Loss 0.013381 LR 0.001000 Time 0.537623 +2023-11-18 06:08:59,962 - Epoch: [7][ 2700/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.001000 Time 0.537494 +2023-11-18 06:09:53,287 - Epoch: [7][ 2800/12168] Overall Loss 0.013380 Objective Loss 0.000000 Distill Loss 0.013380 LR 0.001000 Time 0.537341 +2023-11-18 06:10:46,626 - Epoch: [7][ 2900/12168] Overall Loss 0.013380 Objective Loss 0.000000 Distill Loss 0.013380 LR 0.001000 Time 0.537204 +2023-11-18 06:11:40,041 - Epoch: [7][ 3000/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.001000 Time 0.537101 +2023-11-18 06:12:33,405 - Epoch: [7][ 3100/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.001000 Time 0.536988 +2023-11-18 06:13:26,758 - Epoch: [7][ 3200/12168] Overall Loss 0.013372 Objective Loss 0.000000 Distill Loss 0.013372 LR 0.001000 Time 0.536879 +2023-11-18 06:14:20,166 - Epoch: [7][ 3300/12168] Overall Loss 0.013372 Objective Loss 0.000000 Distill Loss 0.013372 LR 0.001000 Time 0.536793 +2023-11-18 06:15:13,568 - Epoch: [7][ 3400/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.001000 Time 0.536711 +2023-11-18 06:16:06,948 - Epoch: [7][ 3500/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.001000 Time 0.536627 +2023-11-18 06:17:00,306 - Epoch: [7][ 3600/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.001000 Time 0.536541 +2023-11-18 06:17:53,679 - Epoch: [7][ 3700/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.001000 Time 0.536464 +2023-11-18 06:18:47,017 - Epoch: [7][ 3800/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.001000 Time 0.536382 +2023-11-18 06:19:40,443 - Epoch: [7][ 3900/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.001000 Time 0.536327 +2023-11-18 06:20:33,844 - Epoch: [7][ 4000/12168] Overall Loss 0.013371 Objective Loss 0.000000 Distill Loss 0.013371 LR 0.001000 Time 0.536268 +2023-11-18 06:21:27,250 - Epoch: [7][ 4100/12168] Overall Loss 0.013372 Objective Loss 0.000000 Distill Loss 0.013372 LR 0.001000 Time 0.536213 +2023-11-18 06:22:20,668 - Epoch: [7][ 4200/12168] Overall Loss 0.013370 Objective Loss 0.000000 Distill Loss 0.013370 LR 0.001000 Time 0.536164 +2023-11-18 06:23:13,993 - Epoch: [7][ 4300/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.001000 Time 0.536095 +2023-11-18 06:24:07,390 - Epoch: [7][ 4400/12168] Overall Loss 0.013366 Objective Loss 0.000000 Distill Loss 0.013366 LR 0.001000 Time 0.536046 +2023-11-18 06:25:00,802 - Epoch: [7][ 4500/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.001000 Time 0.536003 +2023-11-18 06:25:54,230 - Epoch: [7][ 4600/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.001000 Time 0.535965 +2023-11-18 06:26:47,588 - Epoch: [7][ 4700/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.001000 Time 0.535913 +2023-11-18 06:27:40,956 - Epoch: [7][ 4800/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.001000 Time 0.535866 +2023-11-18 06:28:34,386 - Epoch: [7][ 4900/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.001000 Time 0.535833 +2023-11-18 06:29:27,747 - Epoch: [7][ 5000/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.001000 Time 0.535788 +2023-11-18 06:30:21,142 - Epoch: [7][ 5100/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.001000 Time 0.535751 +2023-11-18 06:31:14,534 - Epoch: [7][ 5200/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.001000 Time 0.535716 +2023-11-18 06:32:07,904 - Epoch: [7][ 5300/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.001000 Time 0.535677 +2023-11-18 06:33:01,410 - Epoch: [7][ 5400/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.001000 Time 0.535665 +2023-11-18 06:33:54,858 - Epoch: [7][ 5500/12168] Overall Loss 0.013366 Objective Loss 0.000000 Distill Loss 0.013366 LR 0.001000 Time 0.535643 +2023-11-18 06:34:48,300 - Epoch: [7][ 5600/12168] Overall Loss 0.013366 Objective Loss 0.000000 Distill Loss 0.013366 LR 0.001000 Time 0.535620 +2023-11-18 06:35:41,674 - Epoch: [7][ 5700/12168] Overall Loss 0.013365 Objective Loss 0.000000 Distill Loss 0.013365 LR 0.001000 Time 0.535587 +2023-11-18 06:36:35,035 - Epoch: [7][ 5800/12168] Overall Loss 0.013364 Objective Loss 0.000000 Distill Loss 0.013364 LR 0.001000 Time 0.535552 +2023-11-18 06:37:28,362 - Epoch: [7][ 5900/12168] Overall Loss 0.013365 Objective Loss 0.000000 Distill Loss 0.013365 LR 0.001000 Time 0.535513 +2023-11-18 06:38:21,667 - Epoch: [7][ 6000/12168] Overall Loss 0.013366 Objective Loss 0.000000 Distill Loss 0.013366 LR 0.001000 Time 0.535471 +2023-11-18 06:39:15,080 - Epoch: [7][ 6100/12168] Overall Loss 0.013365 Objective Loss 0.000000 Distill Loss 0.013365 LR 0.001000 Time 0.535449 +2023-11-18 06:40:08,644 - Epoch: [7][ 6200/12168] Overall Loss 0.013364 Objective Loss 0.000000 Distill Loss 0.013364 LR 0.001000 Time 0.535451 +2023-11-18 06:41:01,985 - Epoch: [7][ 6300/12168] Overall Loss 0.013364 Objective Loss 0.000000 Distill Loss 0.013364 LR 0.001000 Time 0.535418 +2023-11-18 06:41:55,315 - Epoch: [7][ 6400/12168] Overall Loss 0.013363 Objective Loss 0.000000 Distill Loss 0.013363 LR 0.001000 Time 0.535385 +2023-11-18 06:42:48,813 - Epoch: [7][ 6500/12168] Overall Loss 0.013363 Objective Loss 0.000000 Distill Loss 0.013363 LR 0.001000 Time 0.535378 +2023-11-18 06:43:42,182 - Epoch: [7][ 6600/12168] Overall Loss 0.013363 Objective Loss 0.000000 Distill Loss 0.013363 LR 0.001000 Time 0.535352 +2023-11-18 06:44:35,658 - Epoch: [7][ 6700/12168] Overall Loss 0.013362 Objective Loss 0.000000 Distill Loss 0.013362 LR 0.001000 Time 0.535343 +2023-11-18 06:45:29,039 - Epoch: [7][ 6800/12168] Overall Loss 0.013362 Objective Loss 0.000000 Distill Loss 0.013362 LR 0.001000 Time 0.535320 +2023-11-18 06:46:22,417 - Epoch: [7][ 6900/12168] Overall Loss 0.013361 Objective Loss 0.000000 Distill Loss 0.013361 LR 0.001000 Time 0.535297 +2023-11-18 06:47:15,774 - Epoch: [7][ 7000/12168] Overall Loss 0.013360 Objective Loss 0.000000 Distill Loss 0.013360 LR 0.001000 Time 0.535272 +2023-11-18 06:48:09,176 - Epoch: [7][ 7100/12168] Overall Loss 0.013360 Objective Loss 0.000000 Distill Loss 0.013360 LR 0.001000 Time 0.535254 +2023-11-18 06:49:02,477 - Epoch: [7][ 7200/12168] Overall Loss 0.013360 Objective Loss 0.000000 Distill Loss 0.013360 LR 0.001000 Time 0.535222 +2023-11-18 06:49:55,895 - Epoch: [7][ 7300/12168] Overall Loss 0.013358 Objective Loss 0.000000 Distill Loss 0.013358 LR 0.001000 Time 0.535207 +2023-11-18 06:50:49,327 - Epoch: [7][ 7400/12168] Overall Loss 0.013358 Objective Loss 0.000000 Distill Loss 0.013358 LR 0.001000 Time 0.535195 +2023-11-18 06:51:42,760 - Epoch: [7][ 7500/12168] Overall Loss 0.013358 Objective Loss 0.000000 Distill Loss 0.013358 LR 0.001000 Time 0.535183 +2023-11-18 06:52:36,081 - Epoch: [7][ 7600/12168] Overall Loss 0.013359 Objective Loss 0.000000 Distill Loss 0.013359 LR 0.001000 Time 0.535156 +2023-11-18 06:53:29,402 - Epoch: [7][ 7700/12168] Overall Loss 0.013359 Objective Loss 0.000000 Distill Loss 0.013359 LR 0.001000 Time 0.535131 +2023-11-18 06:54:22,761 - Epoch: [7][ 7800/12168] Overall Loss 0.013359 Objective Loss 0.000000 Distill Loss 0.013359 LR 0.001000 Time 0.535111 +2023-11-18 06:55:16,163 - Epoch: [7][ 7900/12168] Overall Loss 0.013360 Objective Loss 0.000000 Distill Loss 0.013360 LR 0.001000 Time 0.535096 +2023-11-18 06:56:09,546 - Epoch: [7][ 8000/12168] Overall Loss 0.013359 Objective Loss 0.000000 Distill Loss 0.013359 LR 0.001000 Time 0.535080 +2023-11-18 06:57:02,952 - Epoch: [7][ 8100/12168] Overall Loss 0.013358 Objective Loss 0.000000 Distill Loss 0.013358 LR 0.001000 Time 0.535067 +2023-11-18 06:57:56,392 - Epoch: [7][ 8200/12168] Overall Loss 0.013359 Objective Loss 0.000000 Distill Loss 0.013359 LR 0.001000 Time 0.535058 +2023-11-18 06:58:49,740 - Epoch: [7][ 8300/12168] Overall Loss 0.013358 Objective Loss 0.000000 Distill Loss 0.013358 LR 0.001000 Time 0.535039 +2023-11-18 06:59:43,133 - Epoch: [7][ 8400/12168] Overall Loss 0.013357 Objective Loss 0.000000 Distill Loss 0.013357 LR 0.001000 Time 0.535026 +2023-11-18 07:00:36,487 - Epoch: [7][ 8500/12168] Overall Loss 0.013357 Objective Loss 0.000000 Distill Loss 0.013357 LR 0.001000 Time 0.535008 +2023-11-18 07:01:29,847 - Epoch: [7][ 8600/12168] Overall Loss 0.013357 Objective Loss 0.000000 Distill Loss 0.013357 LR 0.001000 Time 0.534991 +2023-11-18 07:02:23,232 - Epoch: [7][ 8700/12168] Overall Loss 0.013357 Objective Loss 0.000000 Distill Loss 0.013357 LR 0.001000 Time 0.534977 +2023-11-18 07:03:16,665 - Epoch: [7][ 8800/12168] Overall Loss 0.013356 Objective Loss 0.000000 Distill Loss 0.013356 LR 0.001000 Time 0.534970 +2023-11-18 07:04:09,963 - Epoch: [7][ 8900/12168] Overall Loss 0.013356 Objective Loss 0.000000 Distill Loss 0.013356 LR 0.001000 Time 0.534947 +2023-11-18 07:05:03,351 - Epoch: [7][ 9000/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.001000 Time 0.534935 +2023-11-18 07:05:56,670 - Epoch: [7][ 9100/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.001000 Time 0.534915 +2023-11-18 07:06:50,106 - Epoch: [7][ 9200/12168] Overall Loss 0.013354 Objective Loss 0.000000 Distill Loss 0.013354 LR 0.001000 Time 0.534909 +2023-11-18 07:07:43,481 - Epoch: [7][ 9300/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.001000 Time 0.534896 +2023-11-18 07:08:36,899 - Epoch: [7][ 9400/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.001000 Time 0.534888 +2023-11-18 07:09:30,367 - Epoch: [7][ 9500/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.001000 Time 0.534885 +2023-11-18 07:10:23,757 - Epoch: [7][ 9600/12168] Overall Loss 0.013354 Objective Loss 0.000000 Distill Loss 0.013354 LR 0.001000 Time 0.534875 +2023-11-18 07:11:17,190 - Epoch: [7][ 9700/12168] Overall Loss 0.013354 Objective Loss 0.000000 Distill Loss 0.013354 LR 0.001000 Time 0.534869 +2023-11-18 07:12:10,545 - Epoch: [7][ 9800/12168] Overall Loss 0.013353 Objective Loss 0.000000 Distill Loss 0.013353 LR 0.001000 Time 0.534855 +2023-11-18 07:13:03,941 - Epoch: [7][ 9900/12168] Overall Loss 0.013352 Objective Loss 0.000000 Distill Loss 0.013352 LR 0.001000 Time 0.534846 +2023-11-18 07:13:57,394 - Epoch: [7][10000/12168] Overall Loss 0.013352 Objective Loss 0.000000 Distill Loss 0.013352 LR 0.001000 Time 0.534842 +2023-11-18 07:14:50,947 - Epoch: [7][10100/12168] Overall Loss 0.013352 Objective Loss 0.000000 Distill Loss 0.013352 LR 0.001000 Time 0.534849 +2023-11-18 07:15:44,442 - Epoch: [7][10200/12168] Overall Loss 0.013352 Objective Loss 0.000000 Distill Loss 0.013352 LR 0.001000 Time 0.534849 +2023-11-18 07:16:37,893 - Epoch: [7][10300/12168] Overall Loss 0.013351 Objective Loss 0.000000 Distill Loss 0.013351 LR 0.001000 Time 0.534846 +2023-11-18 07:17:31,246 - Epoch: [7][10400/12168] Overall Loss 0.013352 Objective Loss 0.000000 Distill Loss 0.013352 LR 0.001000 Time 0.534833 +2023-11-18 07:18:24,631 - Epoch: [7][10500/12168] Overall Loss 0.013352 Objective Loss 0.000000 Distill Loss 0.013352 LR 0.001000 Time 0.534823 +2023-11-18 07:19:18,117 - Epoch: [7][10600/12168] Overall Loss 0.013351 Objective Loss 0.000000 Distill Loss 0.013351 LR 0.001000 Time 0.534823 +2023-11-18 07:20:11,570 - Epoch: [7][10700/12168] Overall Loss 0.013350 Objective Loss 0.000000 Distill Loss 0.013350 LR 0.001000 Time 0.534820 +2023-11-18 07:21:04,970 - Epoch: [7][10800/12168] Overall Loss 0.013350 Objective Loss 0.000000 Distill Loss 0.013350 LR 0.001000 Time 0.534812 +2023-11-18 07:21:58,445 - Epoch: [7][10900/12168] Overall Loss 0.013350 Objective Loss 0.000000 Distill Loss 0.013350 LR 0.001000 Time 0.534811 +2023-11-18 07:22:51,879 - Epoch: [7][11000/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.001000 Time 0.534807 +2023-11-18 07:23:45,398 - Epoch: [7][11100/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.001000 Time 0.534810 +2023-11-18 07:24:38,842 - Epoch: [7][11200/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.001000 Time 0.534806 +2023-11-18 07:25:32,296 - Epoch: [7][11300/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.001000 Time 0.534804 +2023-11-18 07:26:25,764 - Epoch: [7][11400/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.001000 Time 0.534802 +2023-11-18 07:27:19,199 - Epoch: [7][11500/12168] Overall Loss 0.013348 Objective Loss 0.000000 Distill Loss 0.013348 LR 0.001000 Time 0.534798 +2023-11-18 07:28:12,700 - Epoch: [7][11600/12168] Overall Loss 0.013347 Objective Loss 0.000000 Distill Loss 0.013347 LR 0.001000 Time 0.534799 +2023-11-18 07:29:06,264 - Epoch: [7][11700/12168] Overall Loss 0.013347 Objective Loss 0.000000 Distill Loss 0.013347 LR 0.001000 Time 0.534806 +2023-11-18 07:29:59,826 - Epoch: [7][11800/12168] Overall Loss 0.013348 Objective Loss 0.000000 Distill Loss 0.013348 LR 0.001000 Time 0.534813 +2023-11-18 07:30:53,369 - Epoch: [7][11900/12168] Overall Loss 0.013347 Objective Loss 0.000000 Distill Loss 0.013347 LR 0.001000 Time 0.534818 +2023-11-18 07:31:46,784 - Epoch: [7][12000/12168] Overall Loss 0.013347 Objective Loss 0.000000 Distill Loss 0.013347 LR 0.001000 Time 0.534812 +2023-11-18 07:32:40,269 - Epoch: [7][12100/12168] Overall Loss 0.013347 Objective Loss 0.000000 Distill Loss 0.013347 LR 0.001000 Time 0.534812 +2023-11-18 07:33:16,667 - Epoch: [7][12168/12168] Overall Loss 0.013346 Objective Loss 0.000000 Distill Loss 0.013346 LR 0.001000 Time 0.534814 +2023-11-18 07:33:17,014 - --- validate (epoch=7)----------- +2023-11-18 07:33:17,014 - 167951 samples (256 per mini-batch) +2023-11-18 07:34:06,592 - Epoch: [7][ 100/ 657] Loss 0.000000 Overall Loss 0.013949 +2023-11-18 07:34:54,052 - Epoch: [7][ 200/ 657] Loss 0.000000 Overall Loss 0.013929 +2023-11-18 07:35:41,482 - Epoch: [7][ 300/ 657] Loss 0.000000 Overall Loss 0.013940 +2023-11-18 07:36:28,952 - Epoch: [7][ 400/ 657] Loss 0.000000 Overall Loss 0.013944 +2023-11-18 07:37:16,412 - Epoch: [7][ 500/ 657] Loss 0.000000 Overall Loss 0.013945 +2023-11-18 07:38:03,853 - Epoch: [7][ 600/ 657] Loss 0.000000 Overall Loss 0.013941 +2023-11-18 07:38:30,472 - Epoch: [7][ 657/ 657] Loss 0.000000 Overall Loss 0.013941 +2023-11-18 07:38:30,660 - ==> Overall Loss: 0.014 + +2023-11-18 07:38:30,661 - ==> Best [Overall Loss: 0.013941 on epoch: 7] +2023-11-18 07:38:30,661 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 07:38:30,690 - + +2023-11-18 07:38:30,690 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 07:39:32,432 - Epoch: [8][ 100/12168] Overall Loss 0.013224 Objective Loss 0.000000 Distill Loss 0.013224 LR 0.001000 Time 0.617380 +2023-11-18 07:40:25,773 - Epoch: [8][ 200/12168] Overall Loss 0.013222 Objective Loss 0.000000 Distill Loss 0.013222 LR 0.001000 Time 0.575376 +2023-11-18 07:41:19,089 - Epoch: [8][ 300/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.001000 Time 0.561295 +2023-11-18 07:42:12,364 - Epoch: [8][ 400/12168] Overall Loss 0.013243 Objective Loss 0.000000 Distill Loss 0.013243 LR 0.001000 Time 0.554149 +2023-11-18 07:43:05,760 - Epoch: [8][ 500/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.550105 +2023-11-18 07:43:59,159 - Epoch: [8][ 600/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.001000 Time 0.547413 +2023-11-18 07:44:52,536 - Epoch: [8][ 700/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.545460 +2023-11-18 07:45:45,894 - Epoch: [8][ 800/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.001000 Time 0.543971 +2023-11-18 07:46:39,274 - Epoch: [8][ 900/12168] Overall Loss 0.013259 Objective Loss 0.000000 Distill Loss 0.013259 LR 0.001000 Time 0.542837 +2023-11-18 07:47:32,601 - Epoch: [8][ 1000/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.001000 Time 0.541876 +2023-11-18 07:48:25,909 - Epoch: [8][ 1100/12168] Overall Loss 0.013263 Objective Loss 0.000000 Distill Loss 0.013263 LR 0.001000 Time 0.541074 +2023-11-18 07:49:19,316 - Epoch: [8][ 1200/12168] Overall Loss 0.013263 Objective Loss 0.000000 Distill Loss 0.013263 LR 0.001000 Time 0.540487 +2023-11-18 07:50:12,714 - Epoch: [8][ 1300/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.001000 Time 0.539984 +2023-11-18 07:51:06,110 - Epoch: [8][ 1400/12168] Overall Loss 0.013262 Objective Loss 0.000000 Distill Loss 0.013262 LR 0.001000 Time 0.539552 +2023-11-18 07:51:59,412 - Epoch: [8][ 1500/12168] Overall Loss 0.013263 Objective Loss 0.000000 Distill Loss 0.013263 LR 0.001000 Time 0.539114 +2023-11-18 07:52:52,845 - Epoch: [8][ 1600/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.001000 Time 0.538813 +2023-11-18 07:53:46,256 - Epoch: [8][ 1700/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.001000 Time 0.538535 +2023-11-18 07:54:39,708 - Epoch: [8][ 1800/12168] Overall Loss 0.013271 Objective Loss 0.000000 Distill Loss 0.013271 LR 0.001000 Time 0.538310 +2023-11-18 07:55:33,088 - Epoch: [8][ 1900/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.001000 Time 0.538070 +2023-11-18 07:56:26,426 - Epoch: [8][ 2000/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.001000 Time 0.537834 +2023-11-18 07:57:19,909 - Epoch: [8][ 2100/12168] Overall Loss 0.013272 Objective Loss 0.000000 Distill Loss 0.013272 LR 0.001000 Time 0.537690 +2023-11-18 07:58:13,381 - Epoch: [8][ 2200/12168] Overall Loss 0.013273 Objective Loss 0.000000 Distill Loss 0.013273 LR 0.001000 Time 0.537553 +2023-11-18 07:59:06,758 - Epoch: [8][ 2300/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.001000 Time 0.537387 +2023-11-18 08:00:00,133 - Epoch: [8][ 2400/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.001000 Time 0.537234 +2023-11-18 08:00:53,590 - Epoch: [8][ 2500/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.001000 Time 0.537126 +2023-11-18 08:01:47,065 - Epoch: [8][ 2600/12168] Overall Loss 0.013260 Objective Loss 0.000000 Distill Loss 0.013260 LR 0.001000 Time 0.537034 +2023-11-18 08:02:40,473 - Epoch: [8][ 2700/12168] Overall Loss 0.013261 Objective Loss 0.000000 Distill Loss 0.013261 LR 0.001000 Time 0.536923 +2023-11-18 08:03:33,830 - Epoch: [8][ 2800/12168] Overall Loss 0.013260 Objective Loss 0.000000 Distill Loss 0.013260 LR 0.001000 Time 0.536802 +2023-11-18 08:04:27,191 - Epoch: [8][ 2900/12168] Overall Loss 0.013261 Objective Loss 0.000000 Distill Loss 0.013261 LR 0.001000 Time 0.536691 +2023-11-18 08:05:20,541 - Epoch: [8][ 3000/12168] Overall Loss 0.013260 Objective Loss 0.000000 Distill Loss 0.013260 LR 0.001000 Time 0.536583 +2023-11-18 08:06:14,038 - Epoch: [8][ 3100/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.001000 Time 0.536530 +2023-11-18 08:07:07,442 - Epoch: [8][ 3200/12168] Overall Loss 0.013256 Objective Loss 0.000000 Distill Loss 0.013256 LR 0.001000 Time 0.536451 +2023-11-18 08:08:00,893 - Epoch: [8][ 3300/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.001000 Time 0.536392 +2023-11-18 08:08:54,283 - Epoch: [8][ 3400/12168] Overall Loss 0.013258 Objective Loss 0.000000 Distill Loss 0.013258 LR 0.001000 Time 0.536317 +2023-11-18 08:09:47,701 - Epoch: [8][ 3500/12168] Overall Loss 0.013259 Objective Loss 0.000000 Distill Loss 0.013259 LR 0.001000 Time 0.536255 +2023-11-18 08:10:41,061 - Epoch: [8][ 3600/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.001000 Time 0.536181 +2023-11-18 08:11:34,524 - Epoch: [8][ 3700/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.001000 Time 0.536138 +2023-11-18 08:12:27,994 - Epoch: [8][ 3800/12168] Overall Loss 0.013259 Objective Loss 0.000000 Distill Loss 0.013259 LR 0.001000 Time 0.536099 +2023-11-18 08:13:21,405 - Epoch: [8][ 3900/12168] Overall Loss 0.013258 Objective Loss 0.000000 Distill Loss 0.013258 LR 0.001000 Time 0.536047 +2023-11-18 08:14:14,737 - Epoch: [8][ 4000/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.001000 Time 0.535978 +2023-11-18 08:15:08,139 - Epoch: [8][ 4100/12168] Overall Loss 0.013256 Objective Loss 0.000000 Distill Loss 0.013256 LR 0.001000 Time 0.535930 +2023-11-18 08:16:01,637 - Epoch: [8][ 4200/12168] Overall Loss 0.013256 Objective Loss 0.000000 Distill Loss 0.013256 LR 0.001000 Time 0.535906 +2023-11-18 08:16:54,994 - Epoch: [8][ 4300/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.001000 Time 0.535851 +2023-11-18 08:17:48,430 - Epoch: [8][ 4400/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.001000 Time 0.535817 +2023-11-18 08:18:42,160 - Epoch: [8][ 4500/12168] Overall Loss 0.013256 Objective Loss 0.000000 Distill Loss 0.013256 LR 0.001000 Time 0.535849 +2023-11-18 08:19:35,515 - Epoch: [8][ 4600/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.001000 Time 0.535798 +2023-11-18 08:20:28,942 - Epoch: [8][ 4700/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.001000 Time 0.535765 +2023-11-18 08:21:22,365 - Epoch: [8][ 4800/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.001000 Time 0.535732 +2023-11-18 08:22:15,805 - Epoch: [8][ 4900/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.001000 Time 0.535704 +2023-11-18 08:23:09,261 - Epoch: [8][ 5000/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.001000 Time 0.535680 +2023-11-18 08:24:02,519 - Epoch: [8][ 5100/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.001000 Time 0.535619 +2023-11-18 08:24:55,878 - Epoch: [8][ 5200/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.001000 Time 0.535580 +2023-11-18 08:25:49,148 - Epoch: [8][ 5300/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.001000 Time 0.535525 +2023-11-18 08:26:42,489 - Epoch: [8][ 5400/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.001000 Time 0.535485 +2023-11-18 08:27:35,852 - Epoch: [8][ 5500/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.001000 Time 0.535451 +2023-11-18 08:28:29,235 - Epoch: [8][ 5600/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.001000 Time 0.535421 +2023-11-18 08:29:22,594 - Epoch: [8][ 5700/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.001000 Time 0.535388 +2023-11-18 08:30:15,881 - Epoch: [8][ 5800/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.001000 Time 0.535344 +2023-11-18 08:31:09,342 - Epoch: [8][ 5900/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.535331 +2023-11-18 08:32:02,699 - Epoch: [8][ 6000/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.535301 +2023-11-18 08:32:56,024 - Epoch: [8][ 6100/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.535267 +2023-11-18 08:33:49,422 - Epoch: [8][ 6200/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.535246 +2023-11-18 08:34:42,760 - Epoch: [8][ 6300/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.535216 +2023-11-18 08:35:36,144 - Epoch: [8][ 6400/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.535194 +2023-11-18 08:36:29,557 - Epoch: [8][ 6500/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.001000 Time 0.535177 +2023-11-18 08:37:22,883 - Epoch: [8][ 6600/12168] Overall Loss 0.013245 Objective Loss 0.000000 Distill Loss 0.013245 LR 0.001000 Time 0.535147 +2023-11-18 08:38:16,245 - Epoch: [8][ 6700/12168] Overall Loss 0.013245 Objective Loss 0.000000 Distill Loss 0.013245 LR 0.001000 Time 0.535124 +2023-11-18 08:39:09,622 - Epoch: [8][ 6800/12168] Overall Loss 0.013244 Objective Loss 0.000000 Distill Loss 0.013244 LR 0.001000 Time 0.535104 +2023-11-18 08:40:02,915 - Epoch: [8][ 6900/12168] Overall Loss 0.013243 Objective Loss 0.000000 Distill Loss 0.013243 LR 0.001000 Time 0.535072 +2023-11-18 08:40:56,434 - Epoch: [8][ 7000/12168] Overall Loss 0.013241 Objective Loss 0.000000 Distill Loss 0.013241 LR 0.001000 Time 0.535073 +2023-11-18 08:41:49,851 - Epoch: [8][ 7100/12168] Overall Loss 0.013241 Objective Loss 0.000000 Distill Loss 0.013241 LR 0.001000 Time 0.535060 +2023-11-18 08:42:43,224 - Epoch: [8][ 7200/12168] Overall Loss 0.013241 Objective Loss 0.000000 Distill Loss 0.013241 LR 0.001000 Time 0.535041 +2023-11-18 08:43:36,614 - Epoch: [8][ 7300/12168] Overall Loss 0.013240 Objective Loss 0.000000 Distill Loss 0.013240 LR 0.001000 Time 0.535025 +2023-11-18 08:44:29,998 - Epoch: [8][ 7400/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.001000 Time 0.535008 +2023-11-18 08:45:23,376 - Epoch: [8][ 7500/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.001000 Time 0.534991 +2023-11-18 08:46:16,728 - Epoch: [8][ 7600/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.001000 Time 0.534972 +2023-11-18 08:47:10,180 - Epoch: [8][ 7700/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.001000 Time 0.534965 +2023-11-18 08:48:03,621 - Epoch: [8][ 7800/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.001000 Time 0.534958 +2023-11-18 08:48:57,056 - Epoch: [8][ 7900/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.001000 Time 0.534950 +2023-11-18 08:49:50,415 - Epoch: [8][ 8000/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.001000 Time 0.534932 +2023-11-18 08:50:43,850 - Epoch: [8][ 8100/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.534925 +2023-11-18 08:51:37,303 - Epoch: [8][ 8200/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.534919 +2023-11-18 08:52:30,644 - Epoch: [8][ 8300/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.001000 Time 0.534901 +2023-11-18 08:53:24,129 - Epoch: [8][ 8400/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.534900 +2023-11-18 08:54:17,571 - Epoch: [8][ 8500/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.534894 +2023-11-18 08:55:11,038 - Epoch: [8][ 8600/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.534891 +2023-11-18 08:56:04,488 - Epoch: [8][ 8700/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.534886 +2023-11-18 08:56:57,901 - Epoch: [8][ 8800/12168] Overall Loss 0.013236 Objective Loss 0.000000 Distill Loss 0.013236 LR 0.001000 Time 0.534877 +2023-11-18 08:57:51,273 - Epoch: [8][ 8900/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.001000 Time 0.534864 +2023-11-18 08:58:44,713 - Epoch: [8][ 9000/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.534858 +2023-11-18 08:59:38,131 - Epoch: [8][ 9100/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.534850 +2023-11-18 09:00:31,531 - Epoch: [8][ 9200/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.534841 +2023-11-18 09:01:24,980 - Epoch: [8][ 9300/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.534837 +2023-11-18 09:02:18,421 - Epoch: [8][ 9400/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.001000 Time 0.534832 +2023-11-18 09:03:11,838 - Epoch: [8][ 9500/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.534824 +2023-11-18 09:04:05,235 - Epoch: [8][ 9600/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.534815 +2023-11-18 09:04:58,654 - Epoch: [8][ 9700/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.534808 +2023-11-18 09:05:52,105 - Epoch: [8][ 9800/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.001000 Time 0.534805 +2023-11-18 09:06:45,518 - Epoch: [8][ 9900/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.001000 Time 0.534798 +2023-11-18 09:07:38,861 - Epoch: [8][10000/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.001000 Time 0.534784 +2023-11-18 09:08:32,250 - Epoch: [8][10100/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.001000 Time 0.534775 +2023-11-18 09:09:25,586 - Epoch: [8][10200/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.001000 Time 0.534760 +2023-11-18 09:10:18,944 - Epoch: [8][10300/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.001000 Time 0.534749 +2023-11-18 09:11:12,278 - Epoch: [8][10400/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.001000 Time 0.534735 +2023-11-18 09:12:05,626 - Epoch: [8][10500/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.001000 Time 0.534723 +2023-11-18 09:12:59,110 - Epoch: [8][10600/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.001000 Time 0.534723 +2023-11-18 09:13:52,496 - Epoch: [8][10700/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.001000 Time 0.534715 +2023-11-18 09:14:45,946 - Epoch: [8][10800/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.001000 Time 0.534713 +2023-11-18 09:15:39,273 - Epoch: [8][10900/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.001000 Time 0.534699 +2023-11-18 09:16:32,662 - Epoch: [8][11000/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.001000 Time 0.534691 +2023-11-18 09:17:26,007 - Epoch: [8][11100/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.001000 Time 0.534680 +2023-11-18 09:18:19,401 - Epoch: [8][11200/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.001000 Time 0.534673 +2023-11-18 09:19:12,763 - Epoch: [8][11300/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.001000 Time 0.534664 +2023-11-18 09:20:06,175 - Epoch: [8][11400/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.001000 Time 0.534658 +2023-11-18 09:20:59,528 - Epoch: [8][11500/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.001000 Time 0.534648 +2023-11-18 09:21:52,889 - Epoch: [8][11600/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.001000 Time 0.534639 +2023-11-18 09:22:46,318 - Epoch: [8][11700/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.001000 Time 0.534636 +2023-11-18 09:23:39,779 - Epoch: [8][11800/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.001000 Time 0.534635 +2023-11-18 09:24:33,168 - Epoch: [8][11900/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.001000 Time 0.534629 +2023-11-18 09:25:26,548 - Epoch: [8][12000/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.001000 Time 0.534622 +2023-11-18 09:26:19,886 - Epoch: [8][12100/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.001000 Time 0.534611 +2023-11-18 09:26:56,239 - Epoch: [8][12168/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.001000 Time 0.534611 +2023-11-18 09:26:56,587 - --- validate (epoch=8)----------- +2023-11-18 09:26:56,587 - 167951 samples (256 per mini-batch) +2023-11-18 09:27:46,430 - Epoch: [8][ 100/ 657] Loss 0.000000 Overall Loss 0.013774 +2023-11-18 09:28:33,916 - Epoch: [8][ 200/ 657] Loss 0.000000 Overall Loss 0.013794 +2023-11-18 09:29:21,377 - Epoch: [8][ 300/ 657] Loss 0.000000 Overall Loss 0.013805 +2023-11-18 09:30:08,847 - Epoch: [8][ 400/ 657] Loss 0.000000 Overall Loss 0.013806 +2023-11-18 09:30:56,305 - Epoch: [8][ 500/ 657] Loss 0.000000 Overall Loss 0.013812 +2023-11-18 09:31:43,789 - Epoch: [8][ 600/ 657] Loss 0.000000 Overall Loss 0.013815 +2023-11-18 09:32:10,413 - Epoch: [8][ 657/ 657] Loss 0.000000 Overall Loss 0.013812 +2023-11-18 09:32:10,607 - ==> Overall Loss: 0.014 + +2023-11-18 09:32:10,609 - ==> Best [Overall Loss: 0.013812 on epoch: 8] +2023-11-18 09:32:10,609 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 09:32:10,637 - + +2023-11-18 09:32:10,637 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 09:33:13,273 - Epoch: [9][ 100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.001000 Time 0.626317 +2023-11-18 09:34:06,642 - Epoch: [9][ 200/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.001000 Time 0.579988 +2023-11-18 09:35:00,076 - Epoch: [9][ 300/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.001000 Time 0.564759 +2023-11-18 09:35:53,526 - Epoch: [9][ 400/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.001000 Time 0.557185 +2023-11-18 09:36:46,938 - Epoch: [9][ 500/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.001000 Time 0.552567 +2023-11-18 09:37:40,310 - Epoch: [9][ 600/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.001000 Time 0.549420 +2023-11-18 09:38:33,678 - Epoch: [9][ 700/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.001000 Time 0.547166 +2023-11-18 09:39:26,986 - Epoch: [9][ 800/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.001000 Time 0.545401 +2023-11-18 09:40:20,563 - Epoch: [9][ 900/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.001000 Time 0.544327 +2023-11-18 09:41:13,886 - Epoch: [9][ 1000/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.001000 Time 0.543214 +2023-11-18 09:42:07,292 - Epoch: [9][ 1100/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.001000 Time 0.542379 +2023-11-18 09:43:00,735 - Epoch: [9][ 1200/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.001000 Time 0.541714 +2023-11-18 09:43:54,207 - Epoch: [9][ 1300/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.001000 Time 0.541173 +2023-11-18 09:44:47,706 - Epoch: [9][ 1400/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.001000 Time 0.540729 +2023-11-18 09:45:41,184 - Epoch: [9][ 1500/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.001000 Time 0.540331 +2023-11-18 09:46:34,618 - Epoch: [9][ 1600/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.001000 Time 0.539954 +2023-11-18 09:47:28,143 - Epoch: [9][ 1700/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.001000 Time 0.539675 +2023-11-18 09:48:21,483 - Epoch: [9][ 1800/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.001000 Time 0.539325 +2023-11-18 09:49:14,881 - Epoch: [9][ 1900/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.001000 Time 0.539042 +2023-11-18 09:50:08,277 - Epoch: [9][ 2000/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.001000 Time 0.538786 +2023-11-18 09:51:01,652 - Epoch: [9][ 2100/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.001000 Time 0.538545 +2023-11-18 09:51:55,085 - Epoch: [9][ 2200/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.001000 Time 0.538351 +2023-11-18 09:52:48,501 - Epoch: [9][ 2300/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.001000 Time 0.538168 +2023-11-18 09:53:41,866 - Epoch: [9][ 2400/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.001000 Time 0.537978 +2023-11-18 09:54:35,220 - Epoch: [9][ 2500/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.001000 Time 0.537799 +2023-11-18 09:55:28,564 - Epoch: [9][ 2600/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.001000 Time 0.537631 +2023-11-18 09:56:22,007 - Epoch: [9][ 2700/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.001000 Time 0.537511 +2023-11-18 09:57:15,382 - Epoch: [9][ 2800/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.001000 Time 0.537375 +2023-11-18 09:58:08,753 - Epoch: [9][ 2900/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.001000 Time 0.537248 +2023-11-18 09:59:02,158 - Epoch: [9][ 3000/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.001000 Time 0.537140 +2023-11-18 09:59:55,504 - Epoch: [9][ 3100/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.001000 Time 0.537020 +2023-11-18 10:00:48,878 - Epoch: [9][ 3200/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.001000 Time 0.536917 +2023-11-18 10:01:42,262 - Epoch: [9][ 3300/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.001000 Time 0.536822 +2023-11-18 10:02:35,711 - Epoch: [9][ 3400/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.001000 Time 0.536753 +2023-11-18 10:03:29,105 - Epoch: [9][ 3500/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.001000 Time 0.536672 +2023-11-18 10:04:22,444 - Epoch: [9][ 3600/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.001000 Time 0.536579 +2023-11-18 10:05:15,824 - Epoch: [9][ 3700/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.001000 Time 0.536504 +2023-11-18 10:06:09,193 - Epoch: [9][ 3800/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.001000 Time 0.536429 +2023-11-18 10:07:02,606 - Epoch: [9][ 3900/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.001000 Time 0.536369 +2023-11-18 10:07:55,939 - Epoch: [9][ 4000/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.001000 Time 0.536292 +2023-11-18 10:08:49,285 - Epoch: [9][ 4100/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.001000 Time 0.536222 +2023-11-18 10:09:42,622 - Epoch: [9][ 4200/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.001000 Time 0.536153 +2023-11-18 10:10:36,002 - Epoch: [9][ 4300/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.001000 Time 0.536098 +2023-11-18 10:11:29,328 - Epoch: [9][ 4400/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.001000 Time 0.536033 +2023-11-18 10:12:22,676 - Epoch: [9][ 4500/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.001000 Time 0.535975 +2023-11-18 10:13:16,062 - Epoch: [9][ 4600/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.001000 Time 0.535928 +2023-11-18 10:14:09,491 - Epoch: [9][ 4700/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.001000 Time 0.535893 +2023-11-18 10:15:02,770 - Epoch: [9][ 4800/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.001000 Time 0.535827 +2023-11-18 10:15:56,258 - Epoch: [9][ 4900/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.001000 Time 0.535808 +2023-11-18 10:16:49,643 - Epoch: [9][ 5000/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.001000 Time 0.535768 +2023-11-18 10:17:42,948 - Epoch: [9][ 5100/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.001000 Time 0.535714 +2023-11-18 10:18:36,257 - Epoch: [9][ 5200/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.001000 Time 0.535663 +2023-11-18 10:19:29,612 - Epoch: [9][ 5300/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.001000 Time 0.535622 +2023-11-18 10:20:23,137 - Epoch: [9][ 5400/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.001000 Time 0.535615 +2023-11-18 10:21:16,640 - Epoch: [9][ 5500/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.001000 Time 0.535603 +2023-11-18 10:22:10,073 - Epoch: [9][ 5600/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.001000 Time 0.535580 +2023-11-18 10:23:03,458 - Epoch: [9][ 5700/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.001000 Time 0.535549 +2023-11-18 10:23:56,895 - Epoch: [9][ 5800/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.001000 Time 0.535528 +2023-11-18 10:24:50,326 - Epoch: [9][ 5900/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.001000 Time 0.535507 +2023-11-18 10:25:43,683 - Epoch: [9][ 6000/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.001000 Time 0.535474 +2023-11-18 10:26:37,003 - Epoch: [9][ 6100/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.001000 Time 0.535436 +2023-11-18 10:27:30,394 - Epoch: [9][ 6200/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.001000 Time 0.535411 +2023-11-18 10:28:23,787 - Epoch: [9][ 6300/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.001000 Time 0.535387 +2023-11-18 10:29:17,194 - Epoch: [9][ 6400/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.001000 Time 0.535366 +2023-11-18 10:30:10,601 - Epoch: [9][ 6500/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.001000 Time 0.535345 +2023-11-18 10:31:04,021 - Epoch: [9][ 6600/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.001000 Time 0.535328 +2023-11-18 10:31:57,387 - Epoch: [9][ 6700/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.001000 Time 0.535302 +2023-11-18 10:32:50,688 - Epoch: [9][ 6800/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.001000 Time 0.535268 +2023-11-18 10:33:44,042 - Epoch: [9][ 6900/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.001000 Time 0.535243 +2023-11-18 10:34:37,388 - Epoch: [9][ 7000/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.001000 Time 0.535217 +2023-11-18 10:35:30,715 - Epoch: [9][ 7100/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.001000 Time 0.535189 +2023-11-18 10:36:24,091 - Epoch: [9][ 7200/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.001000 Time 0.535168 +2023-11-18 10:37:17,515 - Epoch: [9][ 7300/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.001000 Time 0.535155 +2023-11-18 10:38:10,923 - Epoch: [9][ 7400/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.001000 Time 0.535140 +2023-11-18 10:39:04,389 - Epoch: [9][ 7500/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.001000 Time 0.535133 +2023-11-18 10:39:57,894 - Epoch: [9][ 7600/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.001000 Time 0.535132 +2023-11-18 10:40:51,327 - Epoch: [9][ 7700/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.001000 Time 0.535121 +2023-11-18 10:41:44,746 - Epoch: [9][ 7800/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.001000 Time 0.535109 +2023-11-18 10:42:38,104 - Epoch: [9][ 7900/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.001000 Time 0.535089 +2023-11-18 10:43:31,493 - Epoch: [9][ 8000/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.001000 Time 0.535074 +2023-11-18 10:44:24,996 - Epoch: [9][ 8100/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.001000 Time 0.535072 +2023-11-18 10:45:18,442 - Epoch: [9][ 8200/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.001000 Time 0.535065 +2023-11-18 10:46:11,908 - Epoch: [9][ 8300/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.001000 Time 0.535059 +2023-11-18 10:47:05,289 - Epoch: [9][ 8400/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.001000 Time 0.535044 +2023-11-18 10:47:58,734 - Epoch: [9][ 8500/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.001000 Time 0.535037 +2023-11-18 10:48:52,214 - Epoch: [9][ 8600/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.001000 Time 0.535033 +2023-11-18 10:49:45,792 - Epoch: [9][ 8700/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.001000 Time 0.535042 +2023-11-18 10:50:39,269 - Epoch: [9][ 8800/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.001000 Time 0.535038 +2023-11-18 10:51:32,678 - Epoch: [9][ 8900/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.535027 +2023-11-18 10:52:26,198 - Epoch: [9][ 9000/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.535029 +2023-11-18 10:53:19,676 - Epoch: [9][ 9100/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.535026 +2023-11-18 10:54:13,140 - Epoch: [9][ 9200/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.535021 +2023-11-18 10:55:06,643 - Epoch: [9][ 9300/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.535021 +2023-11-18 10:56:00,122 - Epoch: [9][ 9400/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.535018 +2023-11-18 10:56:53,585 - Epoch: [9][ 9500/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.535013 +2023-11-18 10:57:47,110 - Epoch: [9][ 9600/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.535016 +2023-11-18 10:58:40,406 - Epoch: [9][ 9700/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.001000 Time 0.534994 +2023-11-18 10:59:33,825 - Epoch: [9][ 9800/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.534986 +2023-11-18 11:00:27,264 - Epoch: [9][ 9900/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.534979 +2023-11-18 11:01:20,593 - Epoch: [9][10000/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.534962 +2023-11-18 11:02:14,095 - Epoch: [9][10100/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.001000 Time 0.534962 +2023-11-18 11:03:07,555 - Epoch: [9][10200/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.534958 +2023-11-18 11:04:00,886 - Epoch: [9][10300/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.534942 +2023-11-18 11:04:54,394 - Epoch: [9][10400/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.534943 +2023-11-18 11:05:47,773 - Epoch: [9][10500/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.534932 +2023-11-18 11:06:41,122 - Epoch: [9][10600/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.534918 +2023-11-18 11:07:34,526 - Epoch: [9][10700/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534909 +2023-11-18 11:08:27,919 - Epoch: [9][10800/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.001000 Time 0.534900 +2023-11-18 11:09:21,320 - Epoch: [9][10900/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534891 +2023-11-18 11:10:14,772 - Epoch: [9][11000/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534888 +2023-11-18 11:11:08,198 - Epoch: [9][11100/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534882 +2023-11-18 11:12:01,625 - Epoch: [9][11200/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534876 +2023-11-18 11:12:55,033 - Epoch: [9][11300/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534869 +2023-11-18 11:13:48,364 - Epoch: [9][11400/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534855 +2023-11-18 11:14:41,731 - Epoch: [9][11500/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.534844 +2023-11-18 11:15:35,130 - Epoch: [9][11600/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.001000 Time 0.534836 +2023-11-18 11:16:28,480 - Epoch: [9][11700/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.001000 Time 0.534825 +2023-11-18 11:17:21,867 - Epoch: [9][11800/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.001000 Time 0.534816 +2023-11-18 11:18:15,277 - Epoch: [9][11900/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.001000 Time 0.534810 +2023-11-18 11:19:08,786 - Epoch: [9][12000/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.001000 Time 0.534812 +2023-11-18 11:20:02,069 - Epoch: [9][12100/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.001000 Time 0.534795 +2023-11-18 11:20:38,468 - Epoch: [9][12168/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.001000 Time 0.534798 +2023-11-18 11:20:38,823 - --- validate (epoch=9)----------- +2023-11-18 11:20:38,824 - 167951 samples (256 per mini-batch) +2023-11-18 11:21:28,511 - Epoch: [9][ 100/ 657] Loss 0.000000 Overall Loss 0.013875 +2023-11-18 11:22:15,986 - Epoch: [9][ 200/ 657] Loss 0.000000 Overall Loss 0.013864 +2023-11-18 11:23:03,471 - Epoch: [9][ 300/ 657] Loss 0.000000 Overall Loss 0.013866 +2023-11-18 11:23:50,959 - Epoch: [9][ 400/ 657] Loss 0.000000 Overall Loss 0.013854 +2023-11-18 11:24:38,459 - Epoch: [9][ 500/ 657] Loss 0.000000 Overall Loss 0.013850 +2023-11-18 11:25:25,935 - Epoch: [9][ 600/ 657] Loss 0.000000 Overall Loss 0.013850 +2023-11-18 11:25:52,575 - Epoch: [9][ 657/ 657] Loss 0.000000 Overall Loss 0.013855 +2023-11-18 11:25:52,764 - ==> Overall Loss: 0.014 + +2023-11-18 11:25:52,765 - ==> Best [Overall Loss: 0.013812 on epoch: 8] +2023-11-18 11:25:52,765 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 11:25:52,788 - + +2023-11-18 11:25:52,788 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 11:26:55,837 - Epoch: [10][ 100/12168] Overall Loss 0.012893 Objective Loss 0.000000 Distill Loss 0.012893 LR 0.000500 Time 0.630449 +2023-11-18 11:27:49,232 - Epoch: [10][ 200/12168] Overall Loss 0.012863 Objective Loss 0.000000 Distill Loss 0.012863 LR 0.000500 Time 0.582183 +2023-11-18 11:28:42,633 - Epoch: [10][ 300/12168] Overall Loss 0.012862 Objective Loss 0.000000 Distill Loss 0.012862 LR 0.000500 Time 0.566113 +2023-11-18 11:29:36,037 - Epoch: [10][ 400/12168] Overall Loss 0.012848 Objective Loss 0.000000 Distill Loss 0.012848 LR 0.000500 Time 0.558088 +2023-11-18 11:30:29,447 - Epoch: [10][ 500/12168] Overall Loss 0.012838 Objective Loss 0.000000 Distill Loss 0.012838 LR 0.000500 Time 0.553284 +2023-11-18 11:31:22,877 - Epoch: [10][ 600/12168] Overall Loss 0.012842 Objective Loss 0.000000 Distill Loss 0.012842 LR 0.000500 Time 0.550114 +2023-11-18 11:32:16,329 - Epoch: [10][ 700/12168] Overall Loss 0.012843 Objective Loss 0.000000 Distill Loss 0.012843 LR 0.000500 Time 0.547881 +2023-11-18 11:33:09,713 - Epoch: [10][ 800/12168] Overall Loss 0.012842 Objective Loss 0.000000 Distill Loss 0.012842 LR 0.000500 Time 0.546122 +2023-11-18 11:34:03,093 - Epoch: [10][ 900/12168] Overall Loss 0.012849 Objective Loss 0.000000 Distill Loss 0.012849 LR 0.000500 Time 0.544749 +2023-11-18 11:34:56,460 - Epoch: [10][ 1000/12168] Overall Loss 0.012853 Objective Loss 0.000000 Distill Loss 0.012853 LR 0.000500 Time 0.543638 +2023-11-18 11:35:49,895 - Epoch: [10][ 1100/12168] Overall Loss 0.012854 Objective Loss 0.000000 Distill Loss 0.012854 LR 0.000500 Time 0.542790 +2023-11-18 11:36:43,299 - Epoch: [10][ 1200/12168] Overall Loss 0.012849 Objective Loss 0.000000 Distill Loss 0.012849 LR 0.000500 Time 0.542058 +2023-11-18 11:37:36,709 - Epoch: [10][ 1300/12168] Overall Loss 0.012844 Objective Loss 0.000000 Distill Loss 0.012844 LR 0.000500 Time 0.541444 +2023-11-18 11:38:30,204 - Epoch: [10][ 1400/12168] Overall Loss 0.012842 Objective Loss 0.000000 Distill Loss 0.012842 LR 0.000500 Time 0.540978 +2023-11-18 11:39:23,654 - Epoch: [10][ 1500/12168] Overall Loss 0.012846 Objective Loss 0.000000 Distill Loss 0.012846 LR 0.000500 Time 0.540543 +2023-11-18 11:40:17,060 - Epoch: [10][ 1600/12168] Overall Loss 0.012847 Objective Loss 0.000000 Distill Loss 0.012847 LR 0.000500 Time 0.540136 +2023-11-18 11:41:10,524 - Epoch: [10][ 1700/12168] Overall Loss 0.012850 Objective Loss 0.000000 Distill Loss 0.012850 LR 0.000500 Time 0.539811 +2023-11-18 11:42:03,921 - Epoch: [10][ 1800/12168] Overall Loss 0.012847 Objective Loss 0.000000 Distill Loss 0.012847 LR 0.000500 Time 0.539484 +2023-11-18 11:42:57,326 - Epoch: [10][ 1900/12168] Overall Loss 0.012848 Objective Loss 0.000000 Distill Loss 0.012848 LR 0.000500 Time 0.539197 +2023-11-18 11:43:50,810 - Epoch: [10][ 2000/12168] Overall Loss 0.012844 Objective Loss 0.000000 Distill Loss 0.012844 LR 0.000500 Time 0.538977 +2023-11-18 11:44:44,173 - Epoch: [10][ 2100/12168] Overall Loss 0.012842 Objective Loss 0.000000 Distill Loss 0.012842 LR 0.000500 Time 0.538721 +2023-11-18 11:45:37,560 - Epoch: [10][ 2200/12168] Overall Loss 0.012842 Objective Loss 0.000000 Distill Loss 0.012842 LR 0.000500 Time 0.538499 +2023-11-18 11:46:31,011 - Epoch: [10][ 2300/12168] Overall Loss 0.012835 Objective Loss 0.000000 Distill Loss 0.012835 LR 0.000500 Time 0.538324 +2023-11-18 11:47:24,570 - Epoch: [10][ 2400/12168] Overall Loss 0.012831 Objective Loss 0.000000 Distill Loss 0.012831 LR 0.000500 Time 0.538208 +2023-11-18 11:48:17,958 - Epoch: [10][ 2500/12168] Overall Loss 0.012828 Objective Loss 0.000000 Distill Loss 0.012828 LR 0.000500 Time 0.538034 +2023-11-18 11:49:11,381 - Epoch: [10][ 2600/12168] Overall Loss 0.012827 Objective Loss 0.000000 Distill Loss 0.012827 LR 0.000500 Time 0.537886 +2023-11-18 11:50:04,821 - Epoch: [10][ 2700/12168] Overall Loss 0.012827 Objective Loss 0.000000 Distill Loss 0.012827 LR 0.000500 Time 0.537756 +2023-11-18 11:50:58,218 - Epoch: [10][ 2800/12168] Overall Loss 0.012826 Objective Loss 0.000000 Distill Loss 0.012826 LR 0.000500 Time 0.537620 +2023-11-18 11:51:51,733 - Epoch: [10][ 2900/12168] Overall Loss 0.012827 Objective Loss 0.000000 Distill Loss 0.012827 LR 0.000500 Time 0.537533 +2023-11-18 11:52:45,218 - Epoch: [10][ 3000/12168] Overall Loss 0.012823 Objective Loss 0.000000 Distill Loss 0.012823 LR 0.000500 Time 0.537442 +2023-11-18 11:53:38,564 - Epoch: [10][ 3100/12168] Overall Loss 0.012819 Objective Loss 0.000000 Distill Loss 0.012819 LR 0.000500 Time 0.537313 +2023-11-18 11:54:31,951 - Epoch: [10][ 3200/12168] Overall Loss 0.012817 Objective Loss 0.000000 Distill Loss 0.012817 LR 0.000500 Time 0.537204 +2023-11-18 11:55:25,453 - Epoch: [10][ 3300/12168] Overall Loss 0.012817 Objective Loss 0.000000 Distill Loss 0.012817 LR 0.000500 Time 0.537137 +2023-11-18 11:56:18,941 - Epoch: [10][ 3400/12168] Overall Loss 0.012818 Objective Loss 0.000000 Distill Loss 0.012818 LR 0.000500 Time 0.537070 +2023-11-18 11:57:12,384 - Epoch: [10][ 3500/12168] Overall Loss 0.012818 Objective Loss 0.000000 Distill Loss 0.012818 LR 0.000500 Time 0.536993 +2023-11-18 11:58:05,756 - Epoch: [10][ 3600/12168] Overall Loss 0.012817 Objective Loss 0.000000 Distill Loss 0.012817 LR 0.000500 Time 0.536902 +2023-11-18 11:58:59,162 - Epoch: [10][ 3700/12168] Overall Loss 0.012816 Objective Loss 0.000000 Distill Loss 0.012816 LR 0.000500 Time 0.536824 +2023-11-18 11:59:52,515 - Epoch: [10][ 3800/12168] Overall Loss 0.012817 Objective Loss 0.000000 Distill Loss 0.012817 LR 0.000500 Time 0.536736 +2023-11-18 12:00:45,983 - Epoch: [10][ 3900/12168] Overall Loss 0.012816 Objective Loss 0.000000 Distill Loss 0.012816 LR 0.000500 Time 0.536683 +2023-11-18 12:01:39,417 - Epoch: [10][ 4000/12168] Overall Loss 0.012814 Objective Loss 0.000000 Distill Loss 0.012814 LR 0.000500 Time 0.536623 +2023-11-18 12:02:32,842 - Epoch: [10][ 4100/12168] Overall Loss 0.012815 Objective Loss 0.000000 Distill Loss 0.012815 LR 0.000500 Time 0.536565 +2023-11-18 12:03:26,158 - Epoch: [10][ 4200/12168] Overall Loss 0.012815 Objective Loss 0.000000 Distill Loss 0.012815 LR 0.000500 Time 0.536483 +2023-11-18 12:04:19,493 - Epoch: [10][ 4300/12168] Overall Loss 0.012813 Objective Loss 0.000000 Distill Loss 0.012813 LR 0.000500 Time 0.536409 +2023-11-18 12:05:12,826 - Epoch: [10][ 4400/12168] Overall Loss 0.012812 Objective Loss 0.000000 Distill Loss 0.012812 LR 0.000500 Time 0.536338 +2023-11-18 12:06:06,180 - Epoch: [10][ 4500/12168] Overall Loss 0.012812 Objective Loss 0.000000 Distill Loss 0.012812 LR 0.000500 Time 0.536275 +2023-11-18 12:06:59,537 - Epoch: [10][ 4600/12168] Overall Loss 0.012812 Objective Loss 0.000000 Distill Loss 0.012812 LR 0.000500 Time 0.536216 +2023-11-18 12:07:52,896 - Epoch: [10][ 4700/12168] Overall Loss 0.012810 Objective Loss 0.000000 Distill Loss 0.012810 LR 0.000500 Time 0.536159 +2023-11-18 12:08:46,203 - Epoch: [10][ 4800/12168] Overall Loss 0.012810 Objective Loss 0.000000 Distill Loss 0.012810 LR 0.000500 Time 0.536094 +2023-11-18 12:09:39,570 - Epoch: [10][ 4900/12168] Overall Loss 0.012808 Objective Loss 0.000000 Distill Loss 0.012808 LR 0.000500 Time 0.536044 +2023-11-18 12:10:32,930 - Epoch: [10][ 5000/12168] Overall Loss 0.012808 Objective Loss 0.000000 Distill Loss 0.012808 LR 0.000500 Time 0.535995 +2023-11-18 12:11:26,321 - Epoch: [10][ 5100/12168] Overall Loss 0.012811 Objective Loss 0.000000 Distill Loss 0.012811 LR 0.000500 Time 0.535953 +2023-11-18 12:12:19,711 - Epoch: [10][ 5200/12168] Overall Loss 0.012810 Objective Loss 0.000000 Distill Loss 0.012810 LR 0.000500 Time 0.535913 +2023-11-18 12:13:13,062 - Epoch: [10][ 5300/12168] Overall Loss 0.012810 Objective Loss 0.000000 Distill Loss 0.012810 LR 0.000500 Time 0.535867 +2023-11-18 12:14:06,546 - Epoch: [10][ 5400/12168] Overall Loss 0.012810 Objective Loss 0.000000 Distill Loss 0.012810 LR 0.000500 Time 0.535847 +2023-11-18 12:14:59,924 - Epoch: [10][ 5500/12168] Overall Loss 0.012810 Objective Loss 0.000000 Distill Loss 0.012810 LR 0.000500 Time 0.535809 +2023-11-18 12:15:53,298 - Epoch: [10][ 5600/12168] Overall Loss 0.012809 Objective Loss 0.000000 Distill Loss 0.012809 LR 0.000500 Time 0.535771 +2023-11-18 12:16:46,702 - Epoch: [10][ 5700/12168] Overall Loss 0.012807 Objective Loss 0.000000 Distill Loss 0.012807 LR 0.000500 Time 0.535741 +2023-11-18 12:17:40,108 - Epoch: [10][ 5800/12168] Overall Loss 0.012805 Objective Loss 0.000000 Distill Loss 0.012805 LR 0.000500 Time 0.535711 +2023-11-18 12:18:33,428 - Epoch: [10][ 5900/12168] Overall Loss 0.012807 Objective Loss 0.000000 Distill Loss 0.012807 LR 0.000500 Time 0.535668 +2023-11-18 12:19:26,908 - Epoch: [10][ 6000/12168] Overall Loss 0.012808 Objective Loss 0.000000 Distill Loss 0.012808 LR 0.000500 Time 0.535653 +2023-11-18 12:20:20,213 - Epoch: [10][ 6100/12168] Overall Loss 0.012806 Objective Loss 0.000000 Distill Loss 0.012806 LR 0.000500 Time 0.535610 +2023-11-18 12:21:13,647 - Epoch: [10][ 6200/12168] Overall Loss 0.012806 Objective Loss 0.000000 Distill Loss 0.012806 LR 0.000500 Time 0.535589 +2023-11-18 12:22:07,040 - Epoch: [10][ 6300/12168] Overall Loss 0.012805 Objective Loss 0.000000 Distill Loss 0.012805 LR 0.000500 Time 0.535562 +2023-11-18 12:23:00,458 - Epoch: [10][ 6400/12168] Overall Loss 0.012805 Objective Loss 0.000000 Distill Loss 0.012805 LR 0.000500 Time 0.535540 +2023-11-18 12:23:53,829 - Epoch: [10][ 6500/12168] Overall Loss 0.012805 Objective Loss 0.000000 Distill Loss 0.012805 LR 0.000500 Time 0.535511 +2023-11-18 12:24:47,280 - Epoch: [10][ 6600/12168] Overall Loss 0.012804 Objective Loss 0.000000 Distill Loss 0.012804 LR 0.000500 Time 0.535495 +2023-11-18 12:25:40,765 - Epoch: [10][ 6700/12168] Overall Loss 0.012804 Objective Loss 0.000000 Distill Loss 0.012804 LR 0.000500 Time 0.535485 +2023-11-18 12:26:34,136 - Epoch: [10][ 6800/12168] Overall Loss 0.012804 Objective Loss 0.000000 Distill Loss 0.012804 LR 0.000500 Time 0.535459 +2023-11-18 12:27:27,537 - Epoch: [10][ 6900/12168] Overall Loss 0.012803 Objective Loss 0.000000 Distill Loss 0.012803 LR 0.000500 Time 0.535437 +2023-11-18 12:28:20,902 - Epoch: [10][ 7000/12168] Overall Loss 0.012803 Objective Loss 0.000000 Distill Loss 0.012803 LR 0.000500 Time 0.535411 +2023-11-18 12:29:14,295 - Epoch: [10][ 7100/12168] Overall Loss 0.012803 Objective Loss 0.000000 Distill Loss 0.012803 LR 0.000500 Time 0.535390 +2023-11-18 12:30:07,631 - Epoch: [10][ 7200/12168] Overall Loss 0.012804 Objective Loss 0.000000 Distill Loss 0.012804 LR 0.000500 Time 0.535361 +2023-11-18 12:31:01,077 - Epoch: [10][ 7300/12168] Overall Loss 0.012803 Objective Loss 0.000000 Distill Loss 0.012803 LR 0.000500 Time 0.535349 +2023-11-18 12:31:54,458 - Epoch: [10][ 7400/12168] Overall Loss 0.012802 Objective Loss 0.000000 Distill Loss 0.012802 LR 0.000500 Time 0.535327 +2023-11-18 12:32:47,903 - Epoch: [10][ 7500/12168] Overall Loss 0.012802 Objective Loss 0.000000 Distill Loss 0.012802 LR 0.000500 Time 0.535315 +2023-11-18 12:33:41,290 - Epoch: [10][ 7600/12168] Overall Loss 0.012802 Objective Loss 0.000000 Distill Loss 0.012802 LR 0.000500 Time 0.535296 +2023-11-18 12:34:34,771 - Epoch: [10][ 7700/12168] Overall Loss 0.012802 Objective Loss 0.000000 Distill Loss 0.012802 LR 0.000500 Time 0.535289 +2023-11-18 12:35:28,260 - Epoch: [10][ 7800/12168] Overall Loss 0.012802 Objective Loss 0.000000 Distill Loss 0.012802 LR 0.000500 Time 0.535283 +2023-11-18 12:36:21,665 - Epoch: [10][ 7900/12168] Overall Loss 0.012801 Objective Loss 0.000000 Distill Loss 0.012801 LR 0.000500 Time 0.535267 +2023-11-18 12:37:15,035 - Epoch: [10][ 8000/12168] Overall Loss 0.012801 Objective Loss 0.000000 Distill Loss 0.012801 LR 0.000500 Time 0.535247 +2023-11-18 12:38:08,540 - Epoch: [10][ 8100/12168] Overall Loss 0.012800 Objective Loss 0.000000 Distill Loss 0.012800 LR 0.000500 Time 0.535244 +2023-11-18 12:39:01,979 - Epoch: [10][ 8200/12168] Overall Loss 0.012800 Objective Loss 0.000000 Distill Loss 0.012800 LR 0.000500 Time 0.535234 +2023-11-18 12:39:55,355 - Epoch: [10][ 8300/12168] Overall Loss 0.012801 Objective Loss 0.000000 Distill Loss 0.012801 LR 0.000500 Time 0.535215 +2023-11-18 12:40:48,745 - Epoch: [10][ 8400/12168] Overall Loss 0.012800 Objective Loss 0.000000 Distill Loss 0.012800 LR 0.000500 Time 0.535199 +2023-11-18 12:41:42,109 - Epoch: [10][ 8500/12168] Overall Loss 0.012799 Objective Loss 0.000000 Distill Loss 0.012799 LR 0.000500 Time 0.535181 +2023-11-18 12:42:35,485 - Epoch: [10][ 8600/12168] Overall Loss 0.012799 Objective Loss 0.000000 Distill Loss 0.012799 LR 0.000500 Time 0.535164 +2023-11-18 12:43:28,981 - Epoch: [10][ 8700/12168] Overall Loss 0.012799 Objective Loss 0.000000 Distill Loss 0.012799 LR 0.000500 Time 0.535161 +2023-11-18 12:44:22,502 - Epoch: [10][ 8800/12168] Overall Loss 0.012798 Objective Loss 0.000000 Distill Loss 0.012798 LR 0.000500 Time 0.535161 +2023-11-18 12:45:15,955 - Epoch: [10][ 8900/12168] Overall Loss 0.012797 Objective Loss 0.000000 Distill Loss 0.012797 LR 0.000500 Time 0.535154 +2023-11-18 12:46:09,382 - Epoch: [10][ 9000/12168] Overall Loss 0.012797 Objective Loss 0.000000 Distill Loss 0.012797 LR 0.000500 Time 0.535144 +2023-11-18 12:47:02,820 - Epoch: [10][ 9100/12168] Overall Loss 0.012797 Objective Loss 0.000000 Distill Loss 0.012797 LR 0.000500 Time 0.535135 +2023-11-18 12:47:56,192 - Epoch: [10][ 9200/12168] Overall Loss 0.012798 Objective Loss 0.000000 Distill Loss 0.012798 LR 0.000500 Time 0.535119 +2023-11-18 12:48:49,515 - Epoch: [10][ 9300/12168] Overall Loss 0.012797 Objective Loss 0.000000 Distill Loss 0.012797 LR 0.000500 Time 0.535098 +2023-11-18 12:49:42,853 - Epoch: [10][ 9400/12168] Overall Loss 0.012797 Objective Loss 0.000000 Distill Loss 0.012797 LR 0.000500 Time 0.535080 +2023-11-18 12:50:36,257 - Epoch: [10][ 9500/12168] Overall Loss 0.012796 Objective Loss 0.000000 Distill Loss 0.012796 LR 0.000500 Time 0.535068 +2023-11-18 12:51:29,858 - Epoch: [10][ 9600/12168] Overall Loss 0.012796 Objective Loss 0.000000 Distill Loss 0.012796 LR 0.000500 Time 0.535078 +2023-11-18 12:52:23,356 - Epoch: [10][ 9700/12168] Overall Loss 0.012796 Objective Loss 0.000000 Distill Loss 0.012796 LR 0.000500 Time 0.535077 +2023-11-18 12:53:16,874 - Epoch: [10][ 9800/12168] Overall Loss 0.012795 Objective Loss 0.000000 Distill Loss 0.012795 LR 0.000500 Time 0.535077 +2023-11-18 12:54:10,285 - Epoch: [10][ 9900/12168] Overall Loss 0.012795 Objective Loss 0.000000 Distill Loss 0.012795 LR 0.000500 Time 0.535067 +2023-11-18 12:55:03,701 - Epoch: [10][10000/12168] Overall Loss 0.012795 Objective Loss 0.000000 Distill Loss 0.012795 LR 0.000500 Time 0.535058 +2023-11-18 12:55:57,034 - Epoch: [10][10100/12168] Overall Loss 0.012795 Objective Loss 0.000000 Distill Loss 0.012795 LR 0.000500 Time 0.535040 +2023-11-18 12:56:50,551 - Epoch: [10][10200/12168] Overall Loss 0.012794 Objective Loss 0.000000 Distill Loss 0.012794 LR 0.000500 Time 0.535041 +2023-11-18 12:57:44,084 - Epoch: [10][10300/12168] Overall Loss 0.012794 Objective Loss 0.000000 Distill Loss 0.012794 LR 0.000500 Time 0.535044 +2023-11-18 12:58:37,478 - Epoch: [10][10400/12168] Overall Loss 0.012794 Objective Loss 0.000000 Distill Loss 0.012794 LR 0.000500 Time 0.535033 +2023-11-18 12:59:30,901 - Epoch: [10][10500/12168] Overall Loss 0.012794 Objective Loss 0.000000 Distill Loss 0.012794 LR 0.000500 Time 0.535025 +2023-11-18 13:00:24,315 - Epoch: [10][10600/12168] Overall Loss 0.012793 Objective Loss 0.000000 Distill Loss 0.012793 LR 0.000500 Time 0.535016 +2023-11-18 13:01:17,773 - Epoch: [10][10700/12168] Overall Loss 0.012793 Objective Loss 0.000000 Distill Loss 0.012793 LR 0.000500 Time 0.535012 +2023-11-18 13:02:11,386 - Epoch: [10][10800/12168] Overall Loss 0.012793 Objective Loss 0.000000 Distill Loss 0.012793 LR 0.000500 Time 0.535022 +2023-11-18 13:03:04,973 - Epoch: [10][10900/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.535029 +2023-11-18 13:03:58,405 - Epoch: [10][11000/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.535022 +2023-11-18 13:04:51,792 - Epoch: [10][11100/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.535012 +2023-11-18 13:05:45,178 - Epoch: [10][11200/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.535001 +2023-11-18 13:06:38,630 - Epoch: [10][11300/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.534997 +2023-11-18 13:07:32,137 - Epoch: [10][11400/12168] Overall Loss 0.012793 Objective Loss 0.000000 Distill Loss 0.012793 LR 0.000500 Time 0.534997 +2023-11-18 13:08:25,524 - Epoch: [10][11500/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.534987 +2023-11-18 13:09:18,894 - Epoch: [10][11600/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.534975 +2023-11-18 13:10:12,331 - Epoch: [10][11700/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.534970 +2023-11-18 13:11:05,782 - Epoch: [10][11800/12168] Overall Loss 0.012793 Objective Loss 0.000000 Distill Loss 0.012793 LR 0.000500 Time 0.534966 +2023-11-18 13:11:59,202 - Epoch: [10][11900/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.534959 +2023-11-18 13:12:52,533 - Epoch: [10][12000/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.534945 +2023-11-18 13:13:46,009 - Epoch: [10][12100/12168] Overall Loss 0.012792 Objective Loss 0.000000 Distill Loss 0.012792 LR 0.000500 Time 0.534943 +2023-11-18 13:14:22,435 - Epoch: [10][12168/12168] Overall Loss 0.012791 Objective Loss 0.000000 Distill Loss 0.012791 LR 0.000500 Time 0.534947 +2023-11-18 13:14:22,790 - --- validate (epoch=10)----------- +2023-11-18 13:14:22,791 - 167951 samples (256 per mini-batch) +2023-11-18 13:15:12,464 - Epoch: [10][ 100/ 657] Loss 0.000000 Overall Loss 0.013450 +2023-11-18 13:15:59,916 - Epoch: [10][ 200/ 657] Loss 0.000000 Overall Loss 0.013472 +2023-11-18 13:16:47,383 - Epoch: [10][ 300/ 657] Loss 0.000000 Overall Loss 0.013474 +2023-11-18 13:17:34,857 - Epoch: [10][ 400/ 657] Loss 0.000000 Overall Loss 0.013469 +2023-11-18 13:18:22,340 - Epoch: [10][ 500/ 657] Loss 0.000000 Overall Loss 0.013460 +2023-11-18 13:19:09,794 - Epoch: [10][ 600/ 657] Loss 0.000000 Overall Loss 0.013464 +2023-11-18 13:19:36,438 - Epoch: [10][ 657/ 657] Loss 0.000000 Overall Loss 0.013461 +2023-11-18 13:19:36,649 - ==> Overall Loss: 0.013 + +2023-11-18 13:19:36,651 - ==> Best [Overall Loss: 0.013461 on epoch: 10] +2023-11-18 13:19:36,651 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 13:19:36,681 - + +2023-11-18 13:19:36,681 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 13:20:38,721 - Epoch: [11][ 100/12168] Overall Loss 0.012760 Objective Loss 0.000000 Distill Loss 0.012760 LR 0.000500 Time 0.620367 +2023-11-18 13:21:32,123 - Epoch: [11][ 200/12168] Overall Loss 0.012738 Objective Loss 0.000000 Distill Loss 0.012738 LR 0.000500 Time 0.577175 +2023-11-18 13:22:25,518 - Epoch: [11][ 300/12168] Overall Loss 0.012742 Objective Loss 0.000000 Distill Loss 0.012742 LR 0.000500 Time 0.562755 +2023-11-18 13:23:18,909 - Epoch: [11][ 400/12168] Overall Loss 0.012741 Objective Loss 0.000000 Distill Loss 0.012741 LR 0.000500 Time 0.555535 +2023-11-18 13:24:12,202 - Epoch: [11][ 500/12168] Overall Loss 0.012739 Objective Loss 0.000000 Distill Loss 0.012739 LR 0.000500 Time 0.551010 +2023-11-18 13:25:05,560 - Epoch: [11][ 600/12168] Overall Loss 0.012738 Objective Loss 0.000000 Distill Loss 0.012738 LR 0.000500 Time 0.548099 +2023-11-18 13:25:58,975 - Epoch: [11][ 700/12168] Overall Loss 0.012740 Objective Loss 0.000000 Distill Loss 0.012740 LR 0.000500 Time 0.546102 +2023-11-18 13:26:52,378 - Epoch: [11][ 800/12168] Overall Loss 0.012738 Objective Loss 0.000000 Distill Loss 0.012738 LR 0.000500 Time 0.544588 +2023-11-18 13:27:45,768 - Epoch: [11][ 900/12168] Overall Loss 0.012740 Objective Loss 0.000000 Distill Loss 0.012740 LR 0.000500 Time 0.543397 +2023-11-18 13:28:39,043 - Epoch: [11][ 1000/12168] Overall Loss 0.012747 Objective Loss 0.000000 Distill Loss 0.012747 LR 0.000500 Time 0.542329 +2023-11-18 13:29:32,404 - Epoch: [11][ 1100/12168] Overall Loss 0.012748 Objective Loss 0.000000 Distill Loss 0.012748 LR 0.000500 Time 0.541533 +2023-11-18 13:30:25,802 - Epoch: [11][ 1200/12168] Overall Loss 0.012746 Objective Loss 0.000000 Distill Loss 0.012746 LR 0.000500 Time 0.540901 +2023-11-18 13:31:19,210 - Epoch: [11][ 1300/12168] Overall Loss 0.012745 Objective Loss 0.000000 Distill Loss 0.012745 LR 0.000500 Time 0.540374 +2023-11-18 13:32:12,597 - Epoch: [11][ 1400/12168] Overall Loss 0.012747 Objective Loss 0.000000 Distill Loss 0.012747 LR 0.000500 Time 0.539907 +2023-11-18 13:33:05,966 - Epoch: [11][ 1500/12168] Overall Loss 0.012754 Objective Loss 0.000000 Distill Loss 0.012754 LR 0.000500 Time 0.539490 +2023-11-18 13:33:59,384 - Epoch: [11][ 1600/12168] Overall Loss 0.012754 Objective Loss 0.000000 Distill Loss 0.012754 LR 0.000500 Time 0.539156 +2023-11-18 13:34:52,923 - Epoch: [11][ 1700/12168] Overall Loss 0.012755 Objective Loss 0.000000 Distill Loss 0.012755 LR 0.000500 Time 0.538933 +2023-11-18 13:35:46,279 - Epoch: [11][ 1800/12168] Overall Loss 0.012756 Objective Loss 0.000000 Distill Loss 0.012756 LR 0.000500 Time 0.538632 +2023-11-18 13:36:39,702 - Epoch: [11][ 1900/12168] Overall Loss 0.012756 Objective Loss 0.000000 Distill Loss 0.012756 LR 0.000500 Time 0.538399 +2023-11-18 13:37:33,111 - Epoch: [11][ 2000/12168] Overall Loss 0.012754 Objective Loss 0.000000 Distill Loss 0.012754 LR 0.000500 Time 0.538182 +2023-11-18 13:38:26,488 - Epoch: [11][ 2100/12168] Overall Loss 0.012756 Objective Loss 0.000000 Distill Loss 0.012756 LR 0.000500 Time 0.537970 +2023-11-18 13:39:19,822 - Epoch: [11][ 2200/12168] Overall Loss 0.012753 Objective Loss 0.000000 Distill Loss 0.012753 LR 0.000500 Time 0.537758 +2023-11-18 13:40:13,213 - Epoch: [11][ 2300/12168] Overall Loss 0.012751 Objective Loss 0.000000 Distill Loss 0.012751 LR 0.000500 Time 0.537589 +2023-11-18 13:41:06,626 - Epoch: [11][ 2400/12168] Overall Loss 0.012750 Objective Loss 0.000000 Distill Loss 0.012750 LR 0.000500 Time 0.537444 +2023-11-18 13:41:59,988 - Epoch: [11][ 2500/12168] Overall Loss 0.012747 Objective Loss 0.000000 Distill Loss 0.012747 LR 0.000500 Time 0.537290 +2023-11-18 13:42:53,344 - Epoch: [11][ 2600/12168] Overall Loss 0.012743 Objective Loss 0.000000 Distill Loss 0.012743 LR 0.000500 Time 0.537145 +2023-11-18 13:43:46,729 - Epoch: [11][ 2700/12168] Overall Loss 0.012743 Objective Loss 0.000000 Distill Loss 0.012743 LR 0.000500 Time 0.537022 +2023-11-18 13:44:40,078 - Epoch: [11][ 2800/12168] Overall Loss 0.012743 Objective Loss 0.000000 Distill Loss 0.012743 LR 0.000500 Time 0.536894 +2023-11-18 13:45:33,518 - Epoch: [11][ 2900/12168] Overall Loss 0.012743 Objective Loss 0.000000 Distill Loss 0.012743 LR 0.000500 Time 0.536807 +2023-11-18 13:46:26,945 - Epoch: [11][ 3000/12168] Overall Loss 0.012742 Objective Loss 0.000000 Distill Loss 0.012742 LR 0.000500 Time 0.536721 +2023-11-18 13:47:20,382 - Epoch: [11][ 3100/12168] Overall Loss 0.012738 Objective Loss 0.000000 Distill Loss 0.012738 LR 0.000500 Time 0.536644 +2023-11-18 13:48:13,727 - Epoch: [11][ 3200/12168] Overall Loss 0.012736 Objective Loss 0.000000 Distill Loss 0.012736 LR 0.000500 Time 0.536544 +2023-11-18 13:49:07,128 - Epoch: [11][ 3300/12168] Overall Loss 0.012737 Objective Loss 0.000000 Distill Loss 0.012737 LR 0.000500 Time 0.536466 +2023-11-18 13:50:00,457 - Epoch: [11][ 3400/12168] Overall Loss 0.012739 Objective Loss 0.000000 Distill Loss 0.012739 LR 0.000500 Time 0.536372 +2023-11-18 13:50:53,820 - Epoch: [11][ 3500/12168] Overall Loss 0.012740 Objective Loss 0.000000 Distill Loss 0.012740 LR 0.000500 Time 0.536292 +2023-11-18 13:51:47,230 - Epoch: [11][ 3600/12168] Overall Loss 0.012739 Objective Loss 0.000000 Distill Loss 0.012739 LR 0.000500 Time 0.536231 +2023-11-18 13:52:40,754 - Epoch: [11][ 3700/12168] Overall Loss 0.012737 Objective Loss 0.000000 Distill Loss 0.012737 LR 0.000500 Time 0.536203 +2023-11-18 13:53:34,106 - Epoch: [11][ 3800/12168] Overall Loss 0.012737 Objective Loss 0.000000 Distill Loss 0.012737 LR 0.000500 Time 0.536131 +2023-11-18 13:54:27,432 - Epoch: [11][ 3900/12168] Overall Loss 0.012736 Objective Loss 0.000000 Distill Loss 0.012736 LR 0.000500 Time 0.536057 +2023-11-18 13:55:20,752 - Epoch: [11][ 4000/12168] Overall Loss 0.012733 Objective Loss 0.000000 Distill Loss 0.012733 LR 0.000500 Time 0.535985 +2023-11-18 13:56:14,104 - Epoch: [11][ 4100/12168] Overall Loss 0.012734 Objective Loss 0.000000 Distill Loss 0.012734 LR 0.000500 Time 0.535924 +2023-11-18 13:57:07,573 - Epoch: [11][ 4200/12168] Overall Loss 0.012735 Objective Loss 0.000000 Distill Loss 0.012735 LR 0.000500 Time 0.535894 +2023-11-18 13:58:00,914 - Epoch: [11][ 4300/12168] Overall Loss 0.012734 Objective Loss 0.000000 Distill Loss 0.012734 LR 0.000500 Time 0.535835 +2023-11-18 13:58:54,305 - Epoch: [11][ 4400/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535791 +2023-11-18 13:59:47,748 - Epoch: [11][ 4500/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535760 +2023-11-18 14:00:41,154 - Epoch: [11][ 4600/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535722 +2023-11-18 14:01:34,591 - Epoch: [11][ 4700/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535692 +2023-11-18 14:02:28,008 - Epoch: [11][ 4800/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535660 +2023-11-18 14:03:21,579 - Epoch: [11][ 4900/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535660 +2023-11-18 14:04:14,921 - Epoch: [11][ 5000/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535615 +2023-11-18 14:05:08,436 - Epoch: [11][ 5100/12168] Overall Loss 0.012734 Objective Loss 0.000000 Distill Loss 0.012734 LR 0.000500 Time 0.535605 +2023-11-18 14:06:01,921 - Epoch: [11][ 5200/12168] Overall Loss 0.012735 Objective Loss 0.000000 Distill Loss 0.012735 LR 0.000500 Time 0.535590 +2023-11-18 14:06:55,334 - Epoch: [11][ 5300/12168] Overall Loss 0.012735 Objective Loss 0.000000 Distill Loss 0.012735 LR 0.000500 Time 0.535562 +2023-11-18 14:07:48,679 - Epoch: [11][ 5400/12168] Overall Loss 0.012734 Objective Loss 0.000000 Distill Loss 0.012734 LR 0.000500 Time 0.535522 +2023-11-18 14:08:42,038 - Epoch: [11][ 5500/12168] Overall Loss 0.012734 Objective Loss 0.000000 Distill Loss 0.012734 LR 0.000500 Time 0.535486 +2023-11-18 14:09:35,488 - Epoch: [11][ 5600/12168] Overall Loss 0.012733 Objective Loss 0.000000 Distill Loss 0.012733 LR 0.000500 Time 0.535468 +2023-11-18 14:10:28,893 - Epoch: [11][ 5700/12168] Overall Loss 0.012733 Objective Loss 0.000000 Distill Loss 0.012733 LR 0.000500 Time 0.535443 +2023-11-18 14:11:22,235 - Epoch: [11][ 5800/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535407 +2023-11-18 14:12:15,537 - Epoch: [11][ 5900/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535366 +2023-11-18 14:13:08,939 - Epoch: [11][ 6000/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535343 +2023-11-18 14:14:02,282 - Epoch: [11][ 6100/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535311 +2023-11-18 14:14:55,669 - Epoch: [11][ 6200/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535287 +2023-11-18 14:15:49,094 - Epoch: [11][ 6300/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535270 +2023-11-18 14:16:42,435 - Epoch: [11][ 6400/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535241 +2023-11-18 14:17:35,840 - Epoch: [11][ 6500/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535222 +2023-11-18 14:18:29,287 - Epoch: [11][ 6600/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535210 +2023-11-18 14:19:22,597 - Epoch: [11][ 6700/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535178 +2023-11-18 14:20:15,889 - Epoch: [11][ 6800/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.535144 +2023-11-18 14:21:09,271 - Epoch: [11][ 6900/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535125 +2023-11-18 14:22:02,619 - Epoch: [11][ 7000/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535101 +2023-11-18 14:22:55,913 - Epoch: [11][ 7100/12168] Overall Loss 0.012729 Objective Loss 0.000000 Distill Loss 0.012729 LR 0.000500 Time 0.535070 +2023-11-18 14:23:49,447 - Epoch: [11][ 7200/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.535073 +2023-11-18 14:24:42,822 - Epoch: [11][ 7300/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.535055 +2023-11-18 14:25:36,237 - Epoch: [11][ 7400/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.535042 +2023-11-18 14:26:29,553 - Epoch: [11][ 7500/12168] Overall Loss 0.012729 Objective Loss 0.000000 Distill Loss 0.012729 LR 0.000500 Time 0.535017 +2023-11-18 14:27:22,922 - Epoch: [11][ 7600/12168] Overall Loss 0.012729 Objective Loss 0.000000 Distill Loss 0.012729 LR 0.000500 Time 0.534999 +2023-11-18 14:28:16,212 - Epoch: [11][ 7700/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534971 +2023-11-18 14:29:09,637 - Epoch: [11][ 7800/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534961 +2023-11-18 14:30:02,928 - Epoch: [11][ 7900/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534935 +2023-11-18 14:30:56,410 - Epoch: [11][ 8000/12168] Overall Loss 0.012729 Objective Loss 0.000000 Distill Loss 0.012729 LR 0.000500 Time 0.534933 +2023-11-18 14:31:49,727 - Epoch: [11][ 8100/12168] Overall Loss 0.012729 Objective Loss 0.000000 Distill Loss 0.012729 LR 0.000500 Time 0.534911 +2023-11-18 14:32:43,098 - Epoch: [11][ 8200/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534896 +2023-11-18 14:33:36,447 - Epoch: [11][ 8300/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534878 +2023-11-18 14:34:29,834 - Epoch: [11][ 8400/12168] Overall Loss 0.012729 Objective Loss 0.000000 Distill Loss 0.012729 LR 0.000500 Time 0.534866 +2023-11-18 14:35:23,177 - Epoch: [11][ 8500/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534849 +2023-11-18 14:36:16,518 - Epoch: [11][ 8600/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534832 +2023-11-18 14:37:09,982 - Epoch: [11][ 8700/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534829 +2023-11-18 14:38:03,362 - Epoch: [11][ 8800/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534817 +2023-11-18 14:38:56,697 - Epoch: [11][ 8900/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534800 +2023-11-18 14:39:50,181 - Epoch: [11][ 9000/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534800 +2023-11-18 14:40:43,614 - Epoch: [11][ 9100/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534795 +2023-11-18 14:41:36,948 - Epoch: [11][ 9200/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534779 +2023-11-18 14:42:30,414 - Epoch: [11][ 9300/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534777 +2023-11-18 14:43:23,743 - Epoch: [11][ 9400/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534761 +2023-11-18 14:44:17,209 - Epoch: [11][ 9500/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534759 +2023-11-18 14:45:10,561 - Epoch: [11][ 9600/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534746 +2023-11-18 14:46:03,976 - Epoch: [11][ 9700/12168] Overall Loss 0.012732 Objective Loss 0.000000 Distill Loss 0.012732 LR 0.000500 Time 0.534739 +2023-11-18 14:46:57,295 - Epoch: [11][ 9800/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534723 +2023-11-18 14:47:50,696 - Epoch: [11][ 9900/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534716 +2023-11-18 14:48:44,110 - Epoch: [11][10000/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534710 +2023-11-18 14:49:37,483 - Epoch: [11][10100/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534700 +2023-11-18 14:50:30,918 - Epoch: [11][10200/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534696 +2023-11-18 14:51:24,423 - Epoch: [11][10300/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534699 +2023-11-18 14:52:17,784 - Epoch: [11][10400/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534688 +2023-11-18 14:53:11,231 - Epoch: [11][10500/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534686 +2023-11-18 14:54:04,627 - Epoch: [11][10600/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534679 +2023-11-18 14:54:57,892 - Epoch: [11][10700/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534660 +2023-11-18 14:55:51,306 - Epoch: [11][10800/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534654 +2023-11-18 14:56:44,717 - Epoch: [11][10900/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534649 +2023-11-18 14:57:38,045 - Epoch: [11][11000/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534636 +2023-11-18 14:58:31,397 - Epoch: [11][11100/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534626 +2023-11-18 14:59:24,828 - Epoch: [11][11200/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534623 +2023-11-18 15:00:18,198 - Epoch: [11][11300/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534614 +2023-11-18 15:01:11,577 - Epoch: [11][11400/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534607 +2023-11-18 15:02:04,964 - Epoch: [11][11500/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534600 +2023-11-18 15:02:58,277 - Epoch: [11][11600/12168] Overall Loss 0.012730 Objective Loss 0.000000 Distill Loss 0.012730 LR 0.000500 Time 0.534587 +2023-11-18 15:03:51,622 - Epoch: [11][11700/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534577 +2023-11-18 15:04:45,045 - Epoch: [11][11800/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534574 +2023-11-18 15:05:38,476 - Epoch: [11][11900/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534572 +2023-11-18 15:06:31,890 - Epoch: [11][12000/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534568 +2023-11-18 15:07:25,361 - Epoch: [11][12100/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534569 +2023-11-18 15:08:01,684 - Epoch: [11][12168/12168] Overall Loss 0.012731 Objective Loss 0.000000 Distill Loss 0.012731 LR 0.000500 Time 0.534566 +2023-11-18 15:08:02,027 - --- validate (epoch=11)----------- +2023-11-18 15:08:02,027 - 167951 samples (256 per mini-batch) +2023-11-18 15:08:51,542 - Epoch: [11][ 100/ 657] Loss 0.000000 Overall Loss 0.013414 +2023-11-18 15:09:39,057 - Epoch: [11][ 200/ 657] Loss 0.000000 Overall Loss 0.013413 +2023-11-18 15:10:26,571 - Epoch: [11][ 300/ 657] Loss 0.000000 Overall Loss 0.013422 +2023-11-18 15:11:14,092 - Epoch: [11][ 400/ 657] Loss 0.000000 Overall Loss 0.013425 +2023-11-18 15:12:01,587 - Epoch: [11][ 500/ 657] Loss 0.000000 Overall Loss 0.013415 +2023-11-18 15:12:49,058 - Epoch: [11][ 600/ 657] Loss 0.000000 Overall Loss 0.013417 +2023-11-18 15:13:15,701 - Epoch: [11][ 657/ 657] Loss 0.000000 Overall Loss 0.013411 +2023-11-18 15:13:15,892 - ==> Overall Loss: 0.013 + +2023-11-18 15:13:15,893 - ==> Best [Overall Loss: 0.013411 on epoch: 11] +2023-11-18 15:13:15,893 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 15:13:15,922 - + +2023-11-18 15:13:15,923 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 15:14:18,497 - Epoch: [12][ 100/12168] Overall Loss 0.012613 Objective Loss 0.000000 Distill Loss 0.012613 LR 0.000500 Time 0.625697 +2023-11-18 15:15:12,021 - Epoch: [12][ 200/12168] Overall Loss 0.012651 Objective Loss 0.000000 Distill Loss 0.012651 LR 0.000500 Time 0.580452 +2023-11-18 15:16:05,543 - Epoch: [12][ 300/12168] Overall Loss 0.012672 Objective Loss 0.000000 Distill Loss 0.012672 LR 0.000500 Time 0.565363 +2023-11-18 15:16:58,883 - Epoch: [12][ 400/12168] Overall Loss 0.012657 Objective Loss 0.000000 Distill Loss 0.012657 LR 0.000500 Time 0.557363 +2023-11-18 15:17:52,183 - Epoch: [12][ 500/12168] Overall Loss 0.012658 Objective Loss 0.000000 Distill Loss 0.012658 LR 0.000500 Time 0.552485 +2023-11-18 15:18:45,495 - Epoch: [12][ 600/12168] Overall Loss 0.012666 Objective Loss 0.000000 Distill Loss 0.012666 LR 0.000500 Time 0.549253 +2023-11-18 15:19:38,922 - Epoch: [12][ 700/12168] Overall Loss 0.012671 Objective Loss 0.000000 Distill Loss 0.012671 LR 0.000500 Time 0.547108 +2023-11-18 15:20:32,298 - Epoch: [12][ 800/12168] Overall Loss 0.012677 Objective Loss 0.000000 Distill Loss 0.012677 LR 0.000500 Time 0.545435 +2023-11-18 15:21:25,569 - Epoch: [12][ 900/12168] Overall Loss 0.012681 Objective Loss 0.000000 Distill Loss 0.012681 LR 0.000500 Time 0.544018 +2023-11-18 15:22:18,866 - Epoch: [12][ 1000/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.542910 +2023-11-18 15:23:12,215 - Epoch: [12][ 1100/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.542051 +2023-11-18 15:24:05,524 - Epoch: [12][ 1200/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.541302 +2023-11-18 15:24:58,816 - Epoch: [12][ 1300/12168] Overall Loss 0.012687 Objective Loss 0.000000 Distill Loss 0.012687 LR 0.000500 Time 0.540654 +2023-11-18 15:25:52,197 - Epoch: [12][ 1400/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.540163 +2023-11-18 15:26:45,489 - Epoch: [12][ 1500/12168] Overall Loss 0.012694 Objective Loss 0.000000 Distill Loss 0.012694 LR 0.000500 Time 0.539678 +2023-11-18 15:27:38,726 - Epoch: [12][ 1600/12168] Overall Loss 0.012697 Objective Loss 0.000000 Distill Loss 0.012697 LR 0.000500 Time 0.539219 +2023-11-18 15:28:32,085 - Epoch: [12][ 1700/12168] Overall Loss 0.012697 Objective Loss 0.000000 Distill Loss 0.012697 LR 0.000500 Time 0.538887 +2023-11-18 15:29:25,406 - Epoch: [12][ 1800/12168] Overall Loss 0.012698 Objective Loss 0.000000 Distill Loss 0.012698 LR 0.000500 Time 0.538569 +2023-11-18 15:30:18,766 - Epoch: [12][ 1900/12168] Overall Loss 0.012699 Objective Loss 0.000000 Distill Loss 0.012699 LR 0.000500 Time 0.538306 +2023-11-18 15:31:12,137 - Epoch: [12][ 2000/12168] Overall Loss 0.012700 Objective Loss 0.000000 Distill Loss 0.012700 LR 0.000500 Time 0.538074 +2023-11-18 15:32:05,426 - Epoch: [12][ 2100/12168] Overall Loss 0.012702 Objective Loss 0.000000 Distill Loss 0.012702 LR 0.000500 Time 0.537826 +2023-11-18 15:32:58,666 - Epoch: [12][ 2200/12168] Overall Loss 0.012701 Objective Loss 0.000000 Distill Loss 0.012701 LR 0.000500 Time 0.537578 +2023-11-18 15:33:51,990 - Epoch: [12][ 2300/12168] Overall Loss 0.012698 Objective Loss 0.000000 Distill Loss 0.012698 LR 0.000500 Time 0.537388 +2023-11-18 15:34:45,358 - Epoch: [12][ 2400/12168] Overall Loss 0.012698 Objective Loss 0.000000 Distill Loss 0.012698 LR 0.000500 Time 0.537232 +2023-11-18 15:35:38,672 - Epoch: [12][ 2500/12168] Overall Loss 0.012695 Objective Loss 0.000000 Distill Loss 0.012695 LR 0.000500 Time 0.537067 +2023-11-18 15:36:32,002 - Epoch: [12][ 2600/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.536921 +2023-11-18 15:37:25,330 - Epoch: [12][ 2700/12168] Overall Loss 0.012693 Objective Loss 0.000000 Distill Loss 0.012693 LR 0.000500 Time 0.536785 +2023-11-18 15:38:18,697 - Epoch: [12][ 2800/12168] Overall Loss 0.012695 Objective Loss 0.000000 Distill Loss 0.012695 LR 0.000500 Time 0.536672 +2023-11-18 15:39:12,182 - Epoch: [12][ 2900/12168] Overall Loss 0.012696 Objective Loss 0.000000 Distill Loss 0.012696 LR 0.000500 Time 0.536608 +2023-11-18 15:40:05,533 - Epoch: [12][ 3000/12168] Overall Loss 0.012695 Objective Loss 0.000000 Distill Loss 0.012695 LR 0.000500 Time 0.536504 +2023-11-18 15:40:58,868 - Epoch: [12][ 3100/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.536401 +2023-11-18 15:41:52,281 - Epoch: [12][ 3200/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.536329 +2023-11-18 15:42:45,713 - Epoch: [12][ 3300/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.536267 +2023-11-18 15:43:39,066 - Epoch: [12][ 3400/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.536186 +2023-11-18 15:44:32,513 - Epoch: [12][ 3500/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.536136 +2023-11-18 15:45:25,922 - Epoch: [12][ 3600/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.536078 +2023-11-18 15:46:19,404 - Epoch: [12][ 3700/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.536043 +2023-11-18 15:47:12,762 - Epoch: [12][ 3800/12168] Overall Loss 0.012693 Objective Loss 0.000000 Distill Loss 0.012693 LR 0.000500 Time 0.535977 +2023-11-18 15:48:06,156 - Epoch: [12][ 3900/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.535924 +2023-11-18 15:48:59,553 - Epoch: [12][ 4000/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.535874 +2023-11-18 15:49:52,958 - Epoch: [12][ 4100/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.535829 +2023-11-18 15:50:46,466 - Epoch: [12][ 4200/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.535810 +2023-11-18 15:51:39,840 - Epoch: [12][ 4300/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.535762 +2023-11-18 15:52:33,206 - Epoch: [12][ 4400/12168] Overall Loss 0.012687 Objective Loss 0.000000 Distill Loss 0.012687 LR 0.000500 Time 0.535713 +2023-11-18 15:53:26,578 - Epoch: [12][ 4500/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.535668 +2023-11-18 15:54:19,992 - Epoch: [12][ 4600/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.535634 +2023-11-18 15:55:13,432 - Epoch: [12][ 4700/12168] Overall Loss 0.012687 Objective Loss 0.000000 Distill Loss 0.012687 LR 0.000500 Time 0.535607 +2023-11-18 15:56:06,742 - Epoch: [12][ 4800/12168] Overall Loss 0.012687 Objective Loss 0.000000 Distill Loss 0.012687 LR 0.000500 Time 0.535554 +2023-11-18 15:57:00,028 - Epoch: [12][ 4900/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.535499 +2023-11-18 15:57:53,413 - Epoch: [12][ 5000/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.535465 +2023-11-18 15:58:46,713 - Epoch: [12][ 5100/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535416 +2023-11-18 15:59:40,208 - Epoch: [12][ 5200/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535406 +2023-11-18 16:00:33,534 - Epoch: [12][ 5300/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535365 +2023-11-18 16:01:26,953 - Epoch: [12][ 5400/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535343 +2023-11-18 16:02:20,318 - Epoch: [12][ 5500/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535311 +2023-11-18 16:03:13,686 - Epoch: [12][ 5600/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535282 +2023-11-18 16:04:06,985 - Epoch: [12][ 5700/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535241 +2023-11-18 16:05:00,313 - Epoch: [12][ 5800/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.535207 +2023-11-18 16:05:53,759 - Epoch: [12][ 5900/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535193 +2023-11-18 16:06:47,244 - Epoch: [12][ 6000/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.535187 +2023-11-18 16:07:40,652 - Epoch: [12][ 6100/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.535168 +2023-11-18 16:08:34,042 - Epoch: [12][ 6200/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.535147 +2023-11-18 16:09:27,400 - Epoch: [12][ 6300/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.535122 +2023-11-18 16:10:20,730 - Epoch: [12][ 6400/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.535093 +2023-11-18 16:11:14,201 - Epoch: [12][ 6500/12168] Overall Loss 0.012693 Objective Loss 0.000000 Distill Loss 0.012693 LR 0.000500 Time 0.535087 +2023-11-18 16:12:07,600 - Epoch: [12][ 6600/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.535069 +2023-11-18 16:13:01,055 - Epoch: [12][ 6700/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.535061 +2023-11-18 16:13:54,550 - Epoch: [12][ 6800/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.535059 +2023-11-18 16:14:48,053 - Epoch: [12][ 6900/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.535058 +2023-11-18 16:15:41,393 - Epoch: [12][ 7000/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.535034 +2023-11-18 16:16:34,738 - Epoch: [12][ 7100/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.535011 +2023-11-18 16:17:28,146 - Epoch: [12][ 7200/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534998 +2023-11-18 16:18:21,529 - Epoch: [12][ 7300/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534981 +2023-11-18 16:19:14,975 - Epoch: [12][ 7400/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534974 +2023-11-18 16:20:08,305 - Epoch: [12][ 7500/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534951 +2023-11-18 16:21:01,699 - Epoch: [12][ 7600/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534937 +2023-11-18 16:21:55,011 - Epoch: [12][ 7700/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534913 +2023-11-18 16:22:48,437 - Epoch: [12][ 7800/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534904 +2023-11-18 16:23:41,840 - Epoch: [12][ 7900/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534893 +2023-11-18 16:24:35,196 - Epoch: [12][ 8000/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534876 +2023-11-18 16:25:28,571 - Epoch: [12][ 8100/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534862 +2023-11-18 16:26:21,885 - Epoch: [12][ 8200/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534840 +2023-11-18 16:27:15,229 - Epoch: [12][ 8300/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534823 +2023-11-18 16:28:08,651 - Epoch: [12][ 8400/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534815 +2023-11-18 16:29:02,023 - Epoch: [12][ 8500/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534802 +2023-11-18 16:29:55,407 - Epoch: [12][ 8600/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534790 +2023-11-18 16:30:48,736 - Epoch: [12][ 8700/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534773 +2023-11-18 16:31:42,086 - Epoch: [12][ 8800/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.534758 +2023-11-18 16:32:35,480 - Epoch: [12][ 8900/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.534749 +2023-11-18 16:33:28,796 - Epoch: [12][ 9000/12168] Overall Loss 0.012688 Objective Loss 0.000000 Distill Loss 0.012688 LR 0.000500 Time 0.534730 +2023-11-18 16:34:22,088 - Epoch: [12][ 9100/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534710 +2023-11-18 16:35:15,386 - Epoch: [12][ 9200/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534691 +2023-11-18 16:36:08,658 - Epoch: [12][ 9300/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534670 +2023-11-18 16:37:02,068 - Epoch: [12][ 9400/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534663 +2023-11-18 16:37:55,365 - Epoch: [12][ 9500/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534645 +2023-11-18 16:38:48,661 - Epoch: [12][ 9600/12168] Overall Loss 0.012689 Objective Loss 0.000000 Distill Loss 0.012689 LR 0.000500 Time 0.534627 +2023-11-18 16:39:42,066 - Epoch: [12][ 9700/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534621 +2023-11-18 16:40:35,410 - Epoch: [12][ 9800/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534608 +2023-11-18 16:41:28,798 - Epoch: [12][ 9900/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534601 +2023-11-18 16:42:22,256 - Epoch: [12][10000/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534600 +2023-11-18 16:43:15,707 - Epoch: [12][10100/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534599 +2023-11-18 16:44:09,141 - Epoch: [12][10200/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534596 +2023-11-18 16:45:02,430 - Epoch: [12][10300/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534579 +2023-11-18 16:45:55,918 - Epoch: [12][10400/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534582 +2023-11-18 16:46:49,234 - Epoch: [12][10500/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534568 +2023-11-18 16:47:42,631 - Epoch: [12][10600/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534562 +2023-11-18 16:48:35,999 - Epoch: [12][10700/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534553 +2023-11-18 16:49:29,381 - Epoch: [12][10800/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534546 +2023-11-18 16:50:22,841 - Epoch: [12][10900/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534546 +2023-11-18 16:51:16,171 - Epoch: [12][11000/12168] Overall Loss 0.012690 Objective Loss 0.000000 Distill Loss 0.012690 LR 0.000500 Time 0.534535 +2023-11-18 16:52:09,515 - Epoch: [12][11100/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534525 +2023-11-18 16:53:02,894 - Epoch: [12][11200/12168] Overall Loss 0.012691 Objective Loss 0.000000 Distill Loss 0.012691 LR 0.000500 Time 0.534518 +2023-11-18 16:53:56,219 - Epoch: [12][11300/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534506 +2023-11-18 16:54:49,570 - Epoch: [12][11400/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534497 +2023-11-18 16:55:42,939 - Epoch: [12][11500/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534490 +2023-11-18 16:56:36,390 - Epoch: [12][11600/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534490 +2023-11-18 16:57:29,765 - Epoch: [12][11700/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534483 +2023-11-18 16:58:23,218 - Epoch: [12][11800/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534483 +2023-11-18 16:59:16,598 - Epoch: [12][11900/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534477 +2023-11-18 17:00:09,978 - Epoch: [12][12000/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534471 +2023-11-18 17:01:03,268 - Epoch: [12][12100/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534458 +2023-11-18 17:01:39,596 - Epoch: [12][12168/12168] Overall Loss 0.012692 Objective Loss 0.000000 Distill Loss 0.012692 LR 0.000500 Time 0.534457 +2023-11-18 17:01:39,951 - --- validate (epoch=12)----------- +2023-11-18 17:01:39,952 - 167951 samples (256 per mini-batch) +2023-11-18 17:02:29,443 - Epoch: [12][ 100/ 657] Loss 0.000000 Overall Loss 0.013292 +2023-11-18 17:03:16,879 - Epoch: [12][ 200/ 657] Loss 0.000000 Overall Loss 0.013304 +2023-11-18 17:04:04,417 - Epoch: [12][ 300/ 657] Loss 0.000000 Overall Loss 0.013317 +2023-11-18 17:04:51,899 - Epoch: [12][ 400/ 657] Loss 0.000000 Overall Loss 0.013326 +2023-11-18 17:05:39,407 - Epoch: [12][ 500/ 657] Loss 0.000000 Overall Loss 0.013322 +2023-11-18 17:06:26,886 - Epoch: [12][ 600/ 657] Loss 0.000000 Overall Loss 0.013318 +2023-11-18 17:06:53,524 - Epoch: [12][ 657/ 657] Loss 0.000000 Overall Loss 0.013321 +2023-11-18 17:06:53,714 - ==> Overall Loss: 0.013 + +2023-11-18 17:06:53,716 - ==> Best [Overall Loss: 0.013321 on epoch: 12] +2023-11-18 17:06:53,716 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 17:06:53,745 - + +2023-11-18 17:06:53,745 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 17:07:55,195 - Epoch: [13][ 100/12168] Overall Loss 0.012604 Objective Loss 0.000000 Distill Loss 0.012604 LR 0.000500 Time 0.614456 +2023-11-18 17:08:48,662 - Epoch: [13][ 200/12168] Overall Loss 0.012609 Objective Loss 0.000000 Distill Loss 0.012609 LR 0.000500 Time 0.574544 +2023-11-18 17:09:42,019 - Epoch: [13][ 300/12168] Overall Loss 0.012641 Objective Loss 0.000000 Distill Loss 0.012641 LR 0.000500 Time 0.560875 +2023-11-18 17:10:35,441 - Epoch: [13][ 400/12168] Overall Loss 0.012647 Objective Loss 0.000000 Distill Loss 0.012647 LR 0.000500 Time 0.554202 +2023-11-18 17:11:28,785 - Epoch: [13][ 500/12168] Overall Loss 0.012630 Objective Loss 0.000000 Distill Loss 0.012630 LR 0.000500 Time 0.550044 +2023-11-18 17:12:22,195 - Epoch: [13][ 600/12168] Overall Loss 0.012633 Objective Loss 0.000000 Distill Loss 0.012633 LR 0.000500 Time 0.547380 +2023-11-18 17:13:15,534 - Epoch: [13][ 700/12168] Overall Loss 0.012644 Objective Loss 0.000000 Distill Loss 0.012644 LR 0.000500 Time 0.545376 +2023-11-18 17:14:08,953 - Epoch: [13][ 800/12168] Overall Loss 0.012641 Objective Loss 0.000000 Distill Loss 0.012641 LR 0.000500 Time 0.543974 +2023-11-18 17:15:02,236 - Epoch: [13][ 900/12168] Overall Loss 0.012651 Objective Loss 0.000000 Distill Loss 0.012651 LR 0.000500 Time 0.542732 +2023-11-18 17:15:55,566 - Epoch: [13][ 1000/12168] Overall Loss 0.012660 Objective Loss 0.000000 Distill Loss 0.012660 LR 0.000500 Time 0.541786 +2023-11-18 17:16:48,943 - Epoch: [13][ 1100/12168] Overall Loss 0.012657 Objective Loss 0.000000 Distill Loss 0.012657 LR 0.000500 Time 0.541054 +2023-11-18 17:17:42,269 - Epoch: [13][ 1200/12168] Overall Loss 0.012655 Objective Loss 0.000000 Distill Loss 0.012655 LR 0.000500 Time 0.540402 +2023-11-18 17:18:35,568 - Epoch: [13][ 1300/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.539830 +2023-11-18 17:19:28,929 - Epoch: [13][ 1400/12168] Overall Loss 0.012660 Objective Loss 0.000000 Distill Loss 0.012660 LR 0.000500 Time 0.539383 +2023-11-18 17:20:22,377 - Epoch: [13][ 1500/12168] Overall Loss 0.012663 Objective Loss 0.000000 Distill Loss 0.012663 LR 0.000500 Time 0.539054 +2023-11-18 17:21:15,715 - Epoch: [13][ 1600/12168] Overall Loss 0.012660 Objective Loss 0.000000 Distill Loss 0.012660 LR 0.000500 Time 0.538697 +2023-11-18 17:22:09,083 - Epoch: [13][ 1700/12168] Overall Loss 0.012662 Objective Loss 0.000000 Distill Loss 0.012662 LR 0.000500 Time 0.538400 +2023-11-18 17:23:02,436 - Epoch: [13][ 1800/12168] Overall Loss 0.012660 Objective Loss 0.000000 Distill Loss 0.012660 LR 0.000500 Time 0.538128 +2023-11-18 17:23:55,784 - Epoch: [13][ 1900/12168] Overall Loss 0.012662 Objective Loss 0.000000 Distill Loss 0.012662 LR 0.000500 Time 0.537881 +2023-11-18 17:24:49,182 - Epoch: [13][ 2000/12168] Overall Loss 0.012665 Objective Loss 0.000000 Distill Loss 0.012665 LR 0.000500 Time 0.537685 +2023-11-18 17:25:42,572 - Epoch: [13][ 2100/12168] Overall Loss 0.012665 Objective Loss 0.000000 Distill Loss 0.012665 LR 0.000500 Time 0.537503 +2023-11-18 17:26:36,050 - Epoch: [13][ 2200/12168] Overall Loss 0.012667 Objective Loss 0.000000 Distill Loss 0.012667 LR 0.000500 Time 0.537378 +2023-11-18 17:27:29,441 - Epoch: [13][ 2300/12168] Overall Loss 0.012663 Objective Loss 0.000000 Distill Loss 0.012663 LR 0.000500 Time 0.537225 +2023-11-18 17:28:22,773 - Epoch: [13][ 2400/12168] Overall Loss 0.012661 Objective Loss 0.000000 Distill Loss 0.012661 LR 0.000500 Time 0.537061 +2023-11-18 17:29:16,197 - Epoch: [13][ 2500/12168] Overall Loss 0.012659 Objective Loss 0.000000 Distill Loss 0.012659 LR 0.000500 Time 0.536947 +2023-11-18 17:30:09,513 - Epoch: [13][ 2600/12168] Overall Loss 0.012657 Objective Loss 0.000000 Distill Loss 0.012657 LR 0.000500 Time 0.536800 +2023-11-18 17:31:02,823 - Epoch: [13][ 2700/12168] Overall Loss 0.012657 Objective Loss 0.000000 Distill Loss 0.012657 LR 0.000500 Time 0.536662 +2023-11-18 17:31:56,086 - Epoch: [13][ 2800/12168] Overall Loss 0.012657 Objective Loss 0.000000 Distill Loss 0.012657 LR 0.000500 Time 0.536517 +2023-11-18 17:32:49,429 - Epoch: [13][ 2900/12168] Overall Loss 0.012659 Objective Loss 0.000000 Distill Loss 0.012659 LR 0.000500 Time 0.536409 +2023-11-18 17:33:42,799 - Epoch: [13][ 3000/12168] Overall Loss 0.012658 Objective Loss 0.000000 Distill Loss 0.012658 LR 0.000500 Time 0.536318 +2023-11-18 17:34:36,120 - Epoch: [13][ 3100/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.536216 +2023-11-18 17:35:29,446 - Epoch: [13][ 3200/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.536123 +2023-11-18 17:36:22,830 - Epoch: [13][ 3300/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.536052 +2023-11-18 17:37:16,314 - Epoch: [13][ 3400/12168] Overall Loss 0.012655 Objective Loss 0.000000 Distill Loss 0.012655 LR 0.000500 Time 0.536016 +2023-11-18 17:38:09,793 - Epoch: [13][ 3500/12168] Overall Loss 0.012655 Objective Loss 0.000000 Distill Loss 0.012655 LR 0.000500 Time 0.535980 +2023-11-18 17:39:03,048 - Epoch: [13][ 3600/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.535884 +2023-11-18 17:39:56,388 - Epoch: [13][ 3700/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.535816 +2023-11-18 17:40:49,726 - Epoch: [13][ 3800/12168] Overall Loss 0.012658 Objective Loss 0.000000 Distill Loss 0.012658 LR 0.000500 Time 0.535751 +2023-11-18 17:41:43,102 - Epoch: [13][ 3900/12168] Overall Loss 0.012657 Objective Loss 0.000000 Distill Loss 0.012657 LR 0.000500 Time 0.535699 +2023-11-18 17:42:36,426 - Epoch: [13][ 4000/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.535636 +2023-11-18 17:43:29,818 - Epoch: [13][ 4100/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.535594 +2023-11-18 17:44:23,293 - Epoch: [13][ 4200/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.535573 +2023-11-18 17:45:16,653 - Epoch: [13][ 4300/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.535526 +2023-11-18 17:46:09,969 - Epoch: [13][ 4400/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.535472 +2023-11-18 17:47:03,395 - Epoch: [13][ 4500/12168] Overall Loss 0.012656 Objective Loss 0.000000 Distill Loss 0.012656 LR 0.000500 Time 0.535444 +2023-11-18 17:47:56,769 - Epoch: [13][ 4600/12168] Overall Loss 0.012655 Objective Loss 0.000000 Distill Loss 0.012655 LR 0.000500 Time 0.535406 +2023-11-18 17:48:50,109 - Epoch: [13][ 4700/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.535363 +2023-11-18 17:49:43,441 - Epoch: [13][ 4800/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.535319 +2023-11-18 17:50:36,860 - Epoch: [13][ 4900/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.535296 +2023-11-18 17:51:30,197 - Epoch: [13][ 5000/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.535257 +2023-11-18 17:52:23,621 - Epoch: [13][ 5100/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.535236 +2023-11-18 17:53:16,966 - Epoch: [13][ 5200/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.535201 +2023-11-18 17:54:10,327 - Epoch: [13][ 5300/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.535170 +2023-11-18 17:55:03,718 - Epoch: [13][ 5400/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.535146 +2023-11-18 17:55:57,059 - Epoch: [13][ 5500/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.535114 +2023-11-18 17:56:50,397 - Epoch: [13][ 5600/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.535083 +2023-11-18 17:57:43,826 - Epoch: [13][ 5700/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.535068 +2023-11-18 17:58:37,154 - Epoch: [13][ 5800/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.535037 +2023-11-18 17:59:30,446 - Epoch: [13][ 5900/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.535000 +2023-11-18 18:00:23,808 - Epoch: [13][ 6000/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534977 +2023-11-18 18:01:17,211 - Epoch: [13][ 6100/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534961 +2023-11-18 18:02:10,547 - Epoch: [13][ 6200/12168] Overall Loss 0.012651 Objective Loss 0.000000 Distill Loss 0.012651 LR 0.000500 Time 0.534935 +2023-11-18 18:03:03,920 - Epoch: [13][ 6300/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534915 +2023-11-18 18:03:57,368 - Epoch: [13][ 6400/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534908 +2023-11-18 18:04:50,857 - Epoch: [13][ 6500/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534907 +2023-11-18 18:05:44,254 - Epoch: [13][ 6600/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534892 +2023-11-18 18:06:37,622 - Epoch: [13][ 6700/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534873 +2023-11-18 18:07:31,105 - Epoch: [13][ 6800/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534872 +2023-11-18 18:08:24,464 - Epoch: [13][ 6900/12168] Overall Loss 0.012651 Objective Loss 0.000000 Distill Loss 0.012651 LR 0.000500 Time 0.534853 +2023-11-18 18:09:17,784 - Epoch: [13][ 7000/12168] Overall Loss 0.012651 Objective Loss 0.000000 Distill Loss 0.012651 LR 0.000500 Time 0.534829 +2023-11-18 18:10:11,146 - Epoch: [13][ 7100/12168] Overall Loss 0.012650 Objective Loss 0.000000 Distill Loss 0.012650 LR 0.000500 Time 0.534812 +2023-11-18 18:11:04,566 - Epoch: [13][ 7200/12168] Overall Loss 0.012650 Objective Loss 0.000000 Distill Loss 0.012650 LR 0.000500 Time 0.534803 +2023-11-18 18:11:57,917 - Epoch: [13][ 7300/12168] Overall Loss 0.012649 Objective Loss 0.000000 Distill Loss 0.012649 LR 0.000500 Time 0.534785 +2023-11-18 18:12:51,292 - Epoch: [13][ 7400/12168] Overall Loss 0.012649 Objective Loss 0.000000 Distill Loss 0.012649 LR 0.000500 Time 0.534770 +2023-11-18 18:13:44,754 - Epoch: [13][ 7500/12168] Overall Loss 0.012649 Objective Loss 0.000000 Distill Loss 0.012649 LR 0.000500 Time 0.534768 +2023-11-18 18:14:38,142 - Epoch: [13][ 7600/12168] Overall Loss 0.012650 Objective Loss 0.000000 Distill Loss 0.012650 LR 0.000500 Time 0.534756 +2023-11-18 18:15:31,543 - Epoch: [13][ 7700/12168] Overall Loss 0.012650 Objective Loss 0.000000 Distill Loss 0.012650 LR 0.000500 Time 0.534746 +2023-11-18 18:16:24,951 - Epoch: [13][ 7800/12168] Overall Loss 0.012650 Objective Loss 0.000000 Distill Loss 0.012650 LR 0.000500 Time 0.534737 +2023-11-18 18:17:18,261 - Epoch: [13][ 7900/12168] Overall Loss 0.012650 Objective Loss 0.000000 Distill Loss 0.012650 LR 0.000500 Time 0.534715 +2023-11-18 18:18:11,679 - Epoch: [13][ 8000/12168] Overall Loss 0.012650 Objective Loss 0.000000 Distill Loss 0.012650 LR 0.000500 Time 0.534708 +2023-11-18 18:19:05,032 - Epoch: [13][ 8100/12168] Overall Loss 0.012651 Objective Loss 0.000000 Distill Loss 0.012651 LR 0.000500 Time 0.534693 +2023-11-18 18:19:58,401 - Epoch: [13][ 8200/12168] Overall Loss 0.012651 Objective Loss 0.000000 Distill Loss 0.012651 LR 0.000500 Time 0.534681 +2023-11-18 18:20:51,745 - Epoch: [13][ 8300/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534665 +2023-11-18 18:21:45,270 - Epoch: [13][ 8400/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534672 +2023-11-18 18:22:38,544 - Epoch: [13][ 8500/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534649 +2023-11-18 18:23:31,884 - Epoch: [13][ 8600/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534634 +2023-11-18 18:24:25,469 - Epoch: [13][ 8700/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534648 +2023-11-18 18:25:18,918 - Epoch: [13][ 8800/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534645 +2023-11-18 18:26:12,314 - Epoch: [13][ 8900/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534637 +2023-11-18 18:27:05,737 - Epoch: [13][ 9000/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534632 +2023-11-18 18:27:59,070 - Epoch: [13][ 9100/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534618 +2023-11-18 18:28:52,487 - Epoch: [13][ 9200/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534612 +2023-11-18 18:29:45,865 - Epoch: [13][ 9300/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534603 +2023-11-18 18:30:39,210 - Epoch: [13][ 9400/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534590 +2023-11-18 18:31:32,558 - Epoch: [13][ 9500/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534578 +2023-11-18 18:32:25,996 - Epoch: [13][ 9600/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534576 +2023-11-18 18:33:19,412 - Epoch: [13][ 9700/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534571 +2023-11-18 18:34:12,847 - Epoch: [13][ 9800/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534569 +2023-11-18 18:35:06,190 - Epoch: [13][ 9900/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534557 +2023-11-18 18:35:59,656 - Epoch: [13][10000/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534558 +2023-11-18 18:36:53,076 - Epoch: [13][10100/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534554 +2023-11-18 18:37:46,394 - Epoch: [13][10200/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534540 +2023-11-18 18:38:39,746 - Epoch: [13][10300/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534530 +2023-11-18 18:39:33,169 - Epoch: [13][10400/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534527 +2023-11-18 18:40:26,525 - Epoch: [13][10500/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534517 +2023-11-18 18:41:19,874 - Epoch: [13][10600/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534507 +2023-11-18 18:42:13,388 - Epoch: [13][10700/12168] Overall Loss 0.012652 Objective Loss 0.000000 Distill Loss 0.012652 LR 0.000500 Time 0.534513 +2023-11-18 18:43:06,741 - Epoch: [13][10800/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534503 +2023-11-18 18:44:00,126 - Epoch: [13][10900/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534497 +2023-11-18 18:44:53,607 - Epoch: [13][11000/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534499 +2023-11-18 18:45:47,108 - Epoch: [13][11100/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534504 +2023-11-18 18:46:40,530 - Epoch: [13][11200/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534501 +2023-11-18 18:47:33,953 - Epoch: [13][11300/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534498 +2023-11-18 18:48:27,374 - Epoch: [13][11400/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534495 +2023-11-18 18:49:20,735 - Epoch: [13][11500/12168] Overall Loss 0.012653 Objective Loss 0.000000 Distill Loss 0.012653 LR 0.000500 Time 0.534487 +2023-11-18 18:50:14,019 - Epoch: [13][11600/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534473 +2023-11-18 18:51:07,407 - Epoch: [13][11700/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534468 +2023-11-18 18:52:00,780 - Epoch: [13][11800/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534461 +2023-11-18 18:52:54,129 - Epoch: [13][11900/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534453 +2023-11-18 18:53:47,539 - Epoch: [13][12000/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534449 +2023-11-18 18:54:40,935 - Epoch: [13][12100/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534445 +2023-11-18 18:55:17,144 - Epoch: [13][12168/12168] Overall Loss 0.012654 Objective Loss 0.000000 Distill Loss 0.012654 LR 0.000500 Time 0.534434 +2023-11-18 18:55:17,513 - --- validate (epoch=13)----------- +2023-11-18 18:55:17,513 - 167951 samples (256 per mini-batch) +2023-11-18 18:56:06,987 - Epoch: [13][ 100/ 657] Loss 0.000000 Overall Loss 0.013327 +2023-11-18 18:56:54,467 - Epoch: [13][ 200/ 657] Loss 0.000000 Overall Loss 0.013331 +2023-11-18 18:57:41,959 - Epoch: [13][ 300/ 657] Loss 0.000000 Overall Loss 0.013309 +2023-11-18 18:58:29,436 - Epoch: [13][ 400/ 657] Loss 0.000000 Overall Loss 0.013325 +2023-11-18 18:59:16,923 - Epoch: [13][ 500/ 657] Loss 0.000000 Overall Loss 0.013314 +2023-11-18 19:00:04,375 - Epoch: [13][ 600/ 657] Loss 0.000000 Overall Loss 0.013323 +2023-11-18 19:00:31,003 - Epoch: [13][ 657/ 657] Loss 0.000000 Overall Loss 0.013323 +2023-11-18 19:00:31,191 - ==> Overall Loss: 0.013 + +2023-11-18 19:00:31,193 - ==> Best [Overall Loss: 0.013321 on epoch: 12] +2023-11-18 19:00:31,193 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 19:00:31,215 - + +2023-11-18 19:00:31,215 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 19:01:34,214 - Epoch: [14][ 100/12168] Overall Loss 0.012593 Objective Loss 0.000000 Distill Loss 0.012593 LR 0.000500 Time 0.629947 +2023-11-18 19:02:27,508 - Epoch: [14][ 200/12168] Overall Loss 0.012588 Objective Loss 0.000000 Distill Loss 0.012588 LR 0.000500 Time 0.581427 +2023-11-18 19:03:20,862 - Epoch: [14][ 300/12168] Overall Loss 0.012598 Objective Loss 0.000000 Distill Loss 0.012598 LR 0.000500 Time 0.565455 +2023-11-18 19:04:14,231 - Epoch: [14][ 400/12168] Overall Loss 0.012606 Objective Loss 0.000000 Distill Loss 0.012606 LR 0.000500 Time 0.557505 +2023-11-18 19:05:07,631 - Epoch: [14][ 500/12168] Overall Loss 0.012594 Objective Loss 0.000000 Distill Loss 0.012594 LR 0.000500 Time 0.552797 +2023-11-18 19:06:00,931 - Epoch: [14][ 600/12168] Overall Loss 0.012592 Objective Loss 0.000000 Distill Loss 0.012592 LR 0.000500 Time 0.549493 +2023-11-18 19:06:54,347 - Epoch: [14][ 700/12168] Overall Loss 0.012600 Objective Loss 0.000000 Distill Loss 0.012600 LR 0.000500 Time 0.547297 +2023-11-18 19:07:47,697 - Epoch: [14][ 800/12168] Overall Loss 0.012600 Objective Loss 0.000000 Distill Loss 0.012600 LR 0.000500 Time 0.545569 +2023-11-18 19:08:41,077 - Epoch: [14][ 900/12168] Overall Loss 0.012606 Objective Loss 0.000000 Distill Loss 0.012606 LR 0.000500 Time 0.544257 +2023-11-18 19:09:34,404 - Epoch: [14][ 1000/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.543155 +2023-11-18 19:10:27,954 - Epoch: [14][ 1100/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.542455 +2023-11-18 19:11:21,430 - Epoch: [14][ 1200/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.541812 +2023-11-18 19:12:14,725 - Epoch: [14][ 1300/12168] Overall Loss 0.012619 Objective Loss 0.000000 Distill Loss 0.012619 LR 0.000500 Time 0.541128 +2023-11-18 19:13:08,095 - Epoch: [14][ 1400/12168] Overall Loss 0.012623 Objective Loss 0.000000 Distill Loss 0.012623 LR 0.000500 Time 0.540595 +2023-11-18 19:14:01,536 - Epoch: [14][ 1500/12168] Overall Loss 0.012627 Objective Loss 0.000000 Distill Loss 0.012627 LR 0.000500 Time 0.540180 +2023-11-18 19:14:54,890 - Epoch: [14][ 1600/12168] Overall Loss 0.012628 Objective Loss 0.000000 Distill Loss 0.012628 LR 0.000500 Time 0.539763 +2023-11-18 19:15:48,181 - Epoch: [14][ 1700/12168] Overall Loss 0.012633 Objective Loss 0.000000 Distill Loss 0.012633 LR 0.000500 Time 0.539358 +2023-11-18 19:16:41,573 - Epoch: [14][ 1800/12168] Overall Loss 0.012633 Objective Loss 0.000000 Distill Loss 0.012633 LR 0.000500 Time 0.539054 +2023-11-18 19:17:34,990 - Epoch: [14][ 1900/12168] Overall Loss 0.012637 Objective Loss 0.000000 Distill Loss 0.012637 LR 0.000500 Time 0.538795 +2023-11-18 19:18:28,371 - Epoch: [14][ 2000/12168] Overall Loss 0.012636 Objective Loss 0.000000 Distill Loss 0.012636 LR 0.000500 Time 0.538544 +2023-11-18 19:19:21,772 - Epoch: [14][ 2100/12168] Overall Loss 0.012635 Objective Loss 0.000000 Distill Loss 0.012635 LR 0.000500 Time 0.538327 +2023-11-18 19:20:15,097 - Epoch: [14][ 2200/12168] Overall Loss 0.012636 Objective Loss 0.000000 Distill Loss 0.012636 LR 0.000500 Time 0.538095 +2023-11-18 19:21:08,510 - Epoch: [14][ 2300/12168] Overall Loss 0.012631 Objective Loss 0.000000 Distill Loss 0.012631 LR 0.000500 Time 0.537921 +2023-11-18 19:22:01,853 - Epoch: [14][ 2400/12168] Overall Loss 0.012627 Objective Loss 0.000000 Distill Loss 0.012627 LR 0.000500 Time 0.537732 +2023-11-18 19:22:55,333 - Epoch: [14][ 2500/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.537613 +2023-11-18 19:23:48,715 - Epoch: [14][ 2600/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.537466 +2023-11-18 19:24:42,033 - Epoch: [14][ 2700/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.537307 +2023-11-18 19:25:35,490 - Epoch: [14][ 2800/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.537207 +2023-11-18 19:26:28,854 - Epoch: [14][ 2900/12168] Overall Loss 0.012627 Objective Loss 0.000000 Distill Loss 0.012627 LR 0.000500 Time 0.537083 +2023-11-18 19:27:22,335 - Epoch: [14][ 3000/12168] Overall Loss 0.012627 Objective Loss 0.000000 Distill Loss 0.012627 LR 0.000500 Time 0.537006 +2023-11-18 19:28:15,728 - Epoch: [14][ 3100/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.536906 +2023-11-18 19:29:09,229 - Epoch: [14][ 3200/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.536846 +2023-11-18 19:30:02,726 - Epoch: [14][ 3300/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.536788 +2023-11-18 19:30:56,028 - Epoch: [14][ 3400/12168] Overall Loss 0.012623 Objective Loss 0.000000 Distill Loss 0.012623 LR 0.000500 Time 0.536676 +2023-11-18 19:31:49,351 - Epoch: [14][ 3500/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.536577 +2023-11-18 19:32:42,658 - Epoch: [14][ 3600/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.536478 +2023-11-18 19:33:35,990 - Epoch: [14][ 3700/12168] Overall Loss 0.012623 Objective Loss 0.000000 Distill Loss 0.012623 LR 0.000500 Time 0.536392 +2023-11-18 19:34:29,317 - Epoch: [14][ 3800/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.536309 +2023-11-18 19:35:22,640 - Epoch: [14][ 3900/12168] Overall Loss 0.012623 Objective Loss 0.000000 Distill Loss 0.012623 LR 0.000500 Time 0.536229 +2023-11-18 19:36:16,070 - Epoch: [14][ 4000/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.536180 +2023-11-18 19:37:09,456 - Epoch: [14][ 4100/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.536123 +2023-11-18 19:38:02,815 - Epoch: [14][ 4200/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.536062 +2023-11-18 19:38:56,202 - Epoch: [14][ 4300/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.536010 +2023-11-18 19:39:49,628 - Epoch: [14][ 4400/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535969 +2023-11-18 19:40:42,973 - Epoch: [14][ 4500/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535913 +2023-11-18 19:41:36,329 - Epoch: [14][ 4600/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535861 +2023-11-18 19:42:29,752 - Epoch: [14][ 4700/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535825 +2023-11-18 19:43:23,204 - Epoch: [14][ 4800/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535797 +2023-11-18 19:44:16,548 - Epoch: [14][ 4900/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535749 +2023-11-18 19:45:10,010 - Epoch: [14][ 5000/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535726 +2023-11-18 19:46:03,388 - Epoch: [14][ 5100/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535687 +2023-11-18 19:46:56,773 - Epoch: [14][ 5200/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535651 +2023-11-18 19:47:50,112 - Epoch: [14][ 5300/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535607 +2023-11-18 19:48:43,494 - Epoch: [14][ 5400/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535574 +2023-11-18 19:49:36,854 - Epoch: [14][ 5500/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535537 +2023-11-18 19:50:30,182 - Epoch: [14][ 5600/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535496 +2023-11-18 19:51:23,663 - Epoch: [14][ 5700/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535484 +2023-11-18 19:52:17,130 - Epoch: [14][ 5800/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535469 +2023-11-18 19:53:10,494 - Epoch: [14][ 5900/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535437 +2023-11-18 19:54:03,862 - Epoch: [14][ 6000/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535408 +2023-11-18 19:54:57,209 - Epoch: [14][ 6100/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535375 +2023-11-18 19:55:50,658 - Epoch: [14][ 6200/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535360 +2023-11-18 19:56:43,985 - Epoch: [14][ 6300/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535327 +2023-11-18 19:57:37,438 - Epoch: [14][ 6400/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535314 +2023-11-18 19:58:30,817 - Epoch: [14][ 6500/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535290 +2023-11-18 19:59:24,167 - Epoch: [14][ 6600/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.535262 +2023-11-18 20:00:17,613 - Epoch: [14][ 6700/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535250 +2023-11-18 20:01:10,999 - Epoch: [14][ 6800/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.535229 +2023-11-18 20:02:04,380 - Epoch: [14][ 6900/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535208 +2023-11-18 20:02:57,673 - Epoch: [14][ 7000/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535175 +2023-11-18 20:03:51,082 - Epoch: [14][ 7100/12168] Overall Loss 0.012619 Objective Loss 0.000000 Distill Loss 0.012619 LR 0.000500 Time 0.535159 +2023-11-18 20:04:44,554 - Epoch: [14][ 7200/12168] Overall Loss 0.012619 Objective Loss 0.000000 Distill Loss 0.012619 LR 0.000500 Time 0.535152 +2023-11-18 20:05:37,916 - Epoch: [14][ 7300/12168] Overall Loss 0.012619 Objective Loss 0.000000 Distill Loss 0.012619 LR 0.000500 Time 0.535131 +2023-11-18 20:06:31,287 - Epoch: [14][ 7400/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535111 +2023-11-18 20:07:24,641 - Epoch: [14][ 7500/12168] Overall Loss 0.012619 Objective Loss 0.000000 Distill Loss 0.012619 LR 0.000500 Time 0.535090 +2023-11-18 20:08:17,894 - Epoch: [14][ 7600/12168] Overall Loss 0.012619 Objective Loss 0.000000 Distill Loss 0.012619 LR 0.000500 Time 0.535056 +2023-11-18 20:09:11,204 - Epoch: [14][ 7700/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535030 +2023-11-18 20:10:04,633 - Epoch: [14][ 7800/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535020 +2023-11-18 20:10:58,063 - Epoch: [14][ 7900/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.535011 +2023-11-18 20:11:51,396 - Epoch: [14][ 8000/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534989 +2023-11-18 20:12:44,787 - Epoch: [14][ 8100/12168] Overall Loss 0.012619 Objective Loss 0.000000 Distill Loss 0.012619 LR 0.000500 Time 0.534975 +2023-11-18 20:13:38,243 - Epoch: [14][ 8200/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534970 +2023-11-18 20:14:31,661 - Epoch: [14][ 8300/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534960 +2023-11-18 20:15:25,003 - Epoch: [14][ 8400/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534941 +2023-11-18 20:16:18,345 - Epoch: [14][ 8500/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534923 +2023-11-18 20:17:11,642 - Epoch: [14][ 8600/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534900 +2023-11-18 20:18:05,012 - Epoch: [14][ 8700/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534886 +2023-11-18 20:18:58,389 - Epoch: [14][ 8800/12168] Overall Loss 0.012620 Objective Loss 0.000000 Distill Loss 0.012620 LR 0.000500 Time 0.534873 +2023-11-18 20:19:51,810 - Epoch: [14][ 8900/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.534865 +2023-11-18 20:20:45,153 - Epoch: [14][ 9000/12168] Overall Loss 0.012621 Objective Loss 0.000000 Distill Loss 0.012621 LR 0.000500 Time 0.534849 +2023-11-18 20:21:38,481 - Epoch: [14][ 9100/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.534831 +2023-11-18 20:22:31,828 - Epoch: [14][ 9200/12168] Overall Loss 0.012622 Objective Loss 0.000000 Distill Loss 0.012622 LR 0.000500 Time 0.534816 +2023-11-18 20:23:25,162 - Epoch: [14][ 9300/12168] Overall Loss 0.012623 Objective Loss 0.000000 Distill Loss 0.012623 LR 0.000500 Time 0.534800 +2023-11-18 20:24:18,474 - Epoch: [14][ 9400/12168] Overall Loss 0.012623 Objective Loss 0.000000 Distill Loss 0.012623 LR 0.000500 Time 0.534781 +2023-11-18 20:25:11,923 - Epoch: [14][ 9500/12168] Overall Loss 0.012623 Objective Loss 0.000000 Distill Loss 0.012623 LR 0.000500 Time 0.534778 +2023-11-18 20:26:05,293 - Epoch: [14][ 9600/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.534766 +2023-11-18 20:26:58,684 - Epoch: [14][ 9700/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.534757 +2023-11-18 20:27:52,063 - Epoch: [14][ 9800/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.534747 +2023-11-18 20:28:45,469 - Epoch: [14][ 9900/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.534740 +2023-11-18 20:29:38,850 - Epoch: [14][10000/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.534730 +2023-11-18 20:30:32,302 - Epoch: [14][10100/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534728 +2023-11-18 20:31:25,650 - Epoch: [14][10200/12168] Overall Loss 0.012624 Objective Loss 0.000000 Distill Loss 0.012624 LR 0.000500 Time 0.534715 +2023-11-18 20:32:19,027 - Epoch: [14][10300/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534706 +2023-11-18 20:33:12,414 - Epoch: [14][10400/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534697 +2023-11-18 20:34:05,834 - Epoch: [14][10500/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534692 +2023-11-18 20:34:59,328 - Epoch: [14][10600/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534694 +2023-11-18 20:35:52,599 - Epoch: [14][10700/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534675 +2023-11-18 20:36:45,993 - Epoch: [14][10800/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534668 +2023-11-18 20:37:39,463 - Epoch: [14][10900/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534668 +2023-11-18 20:38:32,927 - Epoch: [14][11000/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534668 +2023-11-18 20:39:26,350 - Epoch: [14][11100/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534663 +2023-11-18 20:40:19,742 - Epoch: [14][11200/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534657 +2023-11-18 20:41:13,135 - Epoch: [14][11300/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534650 +2023-11-18 20:42:06,595 - Epoch: [14][11400/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534649 +2023-11-18 20:43:00,011 - Epoch: [14][11500/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534645 +2023-11-18 20:43:53,441 - Epoch: [14][11600/12168] Overall Loss 0.012625 Objective Loss 0.000000 Distill Loss 0.012625 LR 0.000500 Time 0.534641 +2023-11-18 20:44:46,806 - Epoch: [14][11700/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534633 +2023-11-18 20:45:40,269 - Epoch: [14][11800/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534632 +2023-11-18 20:46:33,699 - Epoch: [14][11900/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534629 +2023-11-18 20:47:27,082 - Epoch: [14][12000/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534622 +2023-11-18 20:48:20,502 - Epoch: [14][12100/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534619 +2023-11-18 20:48:56,917 - Epoch: [14][12168/12168] Overall Loss 0.012626 Objective Loss 0.000000 Distill Loss 0.012626 LR 0.000500 Time 0.534623 +2023-11-18 20:48:57,271 - --- validate (epoch=14)----------- +2023-11-18 20:48:57,271 - 167951 samples (256 per mini-batch) +2023-11-18 20:49:46,890 - Epoch: [14][ 100/ 657] Loss 0.000000 Overall Loss 0.013270 +2023-11-18 20:50:34,392 - Epoch: [14][ 200/ 657] Loss 0.000000 Overall Loss 0.013286 +2023-11-18 20:51:21,879 - Epoch: [14][ 300/ 657] Loss 0.000000 Overall Loss 0.013282 +2023-11-18 20:52:09,377 - Epoch: [14][ 400/ 657] Loss 0.000000 Overall Loss 0.013286 +2023-11-18 20:52:56,873 - Epoch: [14][ 500/ 657] Loss 0.000000 Overall Loss 0.013284 +2023-11-18 20:53:44,356 - Epoch: [14][ 600/ 657] Loss 0.000000 Overall Loss 0.013280 +2023-11-18 20:54:10,986 - Epoch: [14][ 657/ 657] Loss 0.000000 Overall Loss 0.013277 +2023-11-18 20:54:11,178 - ==> Overall Loss: 0.013 + +2023-11-18 20:54:11,180 - ==> Best [Overall Loss: 0.013277 on epoch: 14] +2023-11-18 20:54:11,181 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 20:54:11,210 - + +2023-11-18 20:54:11,210 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 20:55:14,474 - Epoch: [15][ 100/12168] Overall Loss 0.012505 Objective Loss 0.000000 Distill Loss 0.012505 LR 0.000250 Time 0.632602 +2023-11-18 20:56:07,933 - Epoch: [15][ 200/12168] Overall Loss 0.012467 Objective Loss 0.000000 Distill Loss 0.012467 LR 0.000250 Time 0.583580 +2023-11-18 20:57:01,329 - Epoch: [15][ 300/12168] Overall Loss 0.012484 Objective Loss 0.000000 Distill Loss 0.012484 LR 0.000250 Time 0.567029 +2023-11-18 20:57:54,705 - Epoch: [15][ 400/12168] Overall Loss 0.012478 Objective Loss 0.000000 Distill Loss 0.012478 LR 0.000250 Time 0.558702 +2023-11-18 20:58:48,046 - Epoch: [15][ 500/12168] Overall Loss 0.012462 Objective Loss 0.000000 Distill Loss 0.012462 LR 0.000250 Time 0.553637 +2023-11-18 20:59:41,473 - Epoch: [15][ 600/12168] Overall Loss 0.012466 Objective Loss 0.000000 Distill Loss 0.012466 LR 0.000250 Time 0.550404 +2023-11-18 21:00:34,761 - Epoch: [15][ 700/12168] Overall Loss 0.012472 Objective Loss 0.000000 Distill Loss 0.012472 LR 0.000250 Time 0.547897 +2023-11-18 21:01:28,163 - Epoch: [15][ 800/12168] Overall Loss 0.012477 Objective Loss 0.000000 Distill Loss 0.012477 LR 0.000250 Time 0.546158 +2023-11-18 21:02:21,736 - Epoch: [15][ 900/12168] Overall Loss 0.012485 Objective Loss 0.000000 Distill Loss 0.012485 LR 0.000250 Time 0.544995 +2023-11-18 21:03:15,087 - Epoch: [15][ 1000/12168] Overall Loss 0.012487 Objective Loss 0.000000 Distill Loss 0.012487 LR 0.000250 Time 0.543843 +2023-11-18 21:04:08,417 - Epoch: [15][ 1100/12168] Overall Loss 0.012492 Objective Loss 0.000000 Distill Loss 0.012492 LR 0.000250 Time 0.542881 +2023-11-18 21:05:01,764 - Epoch: [15][ 1200/12168] Overall Loss 0.012490 Objective Loss 0.000000 Distill Loss 0.012490 LR 0.000250 Time 0.542095 +2023-11-18 21:05:55,097 - Epoch: [15][ 1300/12168] Overall Loss 0.012489 Objective Loss 0.000000 Distill Loss 0.012489 LR 0.000250 Time 0.541418 +2023-11-18 21:06:48,418 - Epoch: [15][ 1400/12168] Overall Loss 0.012489 Objective Loss 0.000000 Distill Loss 0.012489 LR 0.000250 Time 0.540830 +2023-11-18 21:07:41,824 - Epoch: [15][ 1500/12168] Overall Loss 0.012491 Objective Loss 0.000000 Distill Loss 0.012491 LR 0.000250 Time 0.540376 +2023-11-18 21:08:35,123 - Epoch: [15][ 1600/12168] Overall Loss 0.012487 Objective Loss 0.000000 Distill Loss 0.012487 LR 0.000250 Time 0.539912 +2023-11-18 21:09:28,510 - Epoch: [15][ 1700/12168] Overall Loss 0.012492 Objective Loss 0.000000 Distill Loss 0.012492 LR 0.000250 Time 0.539555 +2023-11-18 21:10:21,920 - Epoch: [15][ 1800/12168] Overall Loss 0.012490 Objective Loss 0.000000 Distill Loss 0.012490 LR 0.000250 Time 0.539250 +2023-11-18 21:11:15,271 - Epoch: [15][ 1900/12168] Overall Loss 0.012490 Objective Loss 0.000000 Distill Loss 0.012490 LR 0.000250 Time 0.538946 +2023-11-18 21:12:08,683 - Epoch: [15][ 2000/12168] Overall Loss 0.012491 Objective Loss 0.000000 Distill Loss 0.012491 LR 0.000250 Time 0.538703 +2023-11-18 21:13:02,089 - Epoch: [15][ 2100/12168] Overall Loss 0.012492 Objective Loss 0.000000 Distill Loss 0.012492 LR 0.000250 Time 0.538480 +2023-11-18 21:13:55,560 - Epoch: [15][ 2200/12168] Overall Loss 0.012492 Objective Loss 0.000000 Distill Loss 0.012492 LR 0.000250 Time 0.538308 +2023-11-18 21:14:48,882 - Epoch: [15][ 2300/12168] Overall Loss 0.012488 Objective Loss 0.000000 Distill Loss 0.012488 LR 0.000250 Time 0.538085 +2023-11-18 21:15:42,282 - Epoch: [15][ 2400/12168] Overall Loss 0.012484 Objective Loss 0.000000 Distill Loss 0.012484 LR 0.000250 Time 0.537914 +2023-11-18 21:16:35,799 - Epoch: [15][ 2500/12168] Overall Loss 0.012481 Objective Loss 0.000000 Distill Loss 0.012481 LR 0.000250 Time 0.537802 +2023-11-18 21:17:29,147 - Epoch: [15][ 2600/12168] Overall Loss 0.012478 Objective Loss 0.000000 Distill Loss 0.012478 LR 0.000250 Time 0.537635 +2023-11-18 21:18:22,487 - Epoch: [15][ 2700/12168] Overall Loss 0.012480 Objective Loss 0.000000 Distill Loss 0.012480 LR 0.000250 Time 0.537477 +2023-11-18 21:19:15,996 - Epoch: [15][ 2800/12168] Overall Loss 0.012479 Objective Loss 0.000000 Distill Loss 0.012479 LR 0.000250 Time 0.537390 +2023-11-18 21:20:09,335 - Epoch: [15][ 2900/12168] Overall Loss 0.012481 Objective Loss 0.000000 Distill Loss 0.012481 LR 0.000250 Time 0.537251 +2023-11-18 21:21:02,659 - Epoch: [15][ 3000/12168] Overall Loss 0.012479 Objective Loss 0.000000 Distill Loss 0.012479 LR 0.000250 Time 0.537117 +2023-11-18 21:21:56,133 - Epoch: [15][ 3100/12168] Overall Loss 0.012475 Objective Loss 0.000000 Distill Loss 0.012475 LR 0.000250 Time 0.537039 +2023-11-18 21:22:49,589 - Epoch: [15][ 3200/12168] Overall Loss 0.012473 Objective Loss 0.000000 Distill Loss 0.012473 LR 0.000250 Time 0.536960 +2023-11-18 21:23:42,981 - Epoch: [15][ 3300/12168] Overall Loss 0.012471 Objective Loss 0.000000 Distill Loss 0.012471 LR 0.000250 Time 0.536867 +2023-11-18 21:24:36,414 - Epoch: [15][ 3400/12168] Overall Loss 0.012471 Objective Loss 0.000000 Distill Loss 0.012471 LR 0.000250 Time 0.536791 +2023-11-18 21:25:29,862 - Epoch: [15][ 3500/12168] Overall Loss 0.012471 Objective Loss 0.000000 Distill Loss 0.012471 LR 0.000250 Time 0.536724 +2023-11-18 21:26:23,232 - Epoch: [15][ 3600/12168] Overall Loss 0.012470 Objective Loss 0.000000 Distill Loss 0.012470 LR 0.000250 Time 0.536640 +2023-11-18 21:27:16,614 - Epoch: [15][ 3700/12168] Overall Loss 0.012469 Objective Loss 0.000000 Distill Loss 0.012469 LR 0.000250 Time 0.536563 +2023-11-18 21:28:09,927 - Epoch: [15][ 3800/12168] Overall Loss 0.012470 Objective Loss 0.000000 Distill Loss 0.012470 LR 0.000250 Time 0.536471 +2023-11-18 21:29:03,262 - Epoch: [15][ 3900/12168] Overall Loss 0.012468 Objective Loss 0.000000 Distill Loss 0.012468 LR 0.000250 Time 0.536390 +2023-11-18 21:29:56,750 - Epoch: [15][ 4000/12168] Overall Loss 0.012466 Objective Loss 0.000000 Distill Loss 0.012466 LR 0.000250 Time 0.536352 +2023-11-18 21:30:50,174 - Epoch: [15][ 4100/12168] Overall Loss 0.012468 Objective Loss 0.000000 Distill Loss 0.012468 LR 0.000250 Time 0.536300 +2023-11-18 21:31:43,657 - Epoch: [15][ 4200/12168] Overall Loss 0.012467 Objective Loss 0.000000 Distill Loss 0.012467 LR 0.000250 Time 0.536264 +2023-11-18 21:32:37,028 - Epoch: [15][ 4300/12168] Overall Loss 0.012465 Objective Loss 0.000000 Distill Loss 0.012465 LR 0.000250 Time 0.536204 +2023-11-18 21:33:30,344 - Epoch: [15][ 4400/12168] Overall Loss 0.012464 Objective Loss 0.000000 Distill Loss 0.012464 LR 0.000250 Time 0.536134 +2023-11-18 21:34:23,718 - Epoch: [15][ 4500/12168] Overall Loss 0.012464 Objective Loss 0.000000 Distill Loss 0.012464 LR 0.000250 Time 0.536080 +2023-11-18 21:35:17,148 - Epoch: [15][ 4600/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.536040 +2023-11-18 21:36:10,520 - Epoch: [15][ 4700/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.535990 +2023-11-18 21:37:03,897 - Epoch: [15][ 4800/12168] Overall Loss 0.012462 Objective Loss 0.000000 Distill Loss 0.012462 LR 0.000250 Time 0.535943 +2023-11-18 21:37:57,277 - Epoch: [15][ 4900/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535899 +2023-11-18 21:38:50,727 - Epoch: [15][ 5000/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535870 +2023-11-18 21:39:44,133 - Epoch: [15][ 5100/12168] Overall Loss 0.012462 Objective Loss 0.000000 Distill Loss 0.012462 LR 0.000250 Time 0.535834 +2023-11-18 21:40:37,556 - Epoch: [15][ 5200/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.535803 +2023-11-18 21:41:30,892 - Epoch: [15][ 5300/12168] Overall Loss 0.012464 Objective Loss 0.000000 Distill Loss 0.012464 LR 0.000250 Time 0.535756 +2023-11-18 21:42:24,237 - Epoch: [15][ 5400/12168] Overall Loss 0.012464 Objective Loss 0.000000 Distill Loss 0.012464 LR 0.000250 Time 0.535713 +2023-11-18 21:43:17,571 - Epoch: [15][ 5500/12168] Overall Loss 0.012464 Objective Loss 0.000000 Distill Loss 0.012464 LR 0.000250 Time 0.535669 +2023-11-18 21:44:10,912 - Epoch: [15][ 5600/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.535628 +2023-11-18 21:45:04,337 - Epoch: [15][ 5700/12168] Overall Loss 0.012462 Objective Loss 0.000000 Distill Loss 0.012462 LR 0.000250 Time 0.535603 +2023-11-18 21:45:57,748 - Epoch: [15][ 5800/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535577 +2023-11-18 21:46:51,137 - Epoch: [15][ 5900/12168] Overall Loss 0.012462 Objective Loss 0.000000 Distill Loss 0.012462 LR 0.000250 Time 0.535548 +2023-11-18 21:47:44,656 - Epoch: [15][ 6000/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.535541 +2023-11-18 21:48:38,017 - Epoch: [15][ 6100/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.535509 +2023-11-18 21:49:31,444 - Epoch: [15][ 6200/12168] Overall Loss 0.012462 Objective Loss 0.000000 Distill Loss 0.012462 LR 0.000250 Time 0.535488 +2023-11-18 21:50:24,869 - Epoch: [15][ 6300/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.535468 +2023-11-18 21:51:18,260 - Epoch: [15][ 6400/12168] Overall Loss 0.012463 Objective Loss 0.000000 Distill Loss 0.012463 LR 0.000250 Time 0.535443 +2023-11-18 21:52:11,595 - Epoch: [15][ 6500/12168] Overall Loss 0.012462 Objective Loss 0.000000 Distill Loss 0.012462 LR 0.000250 Time 0.535411 +2023-11-18 21:53:05,008 - Epoch: [15][ 6600/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535391 +2023-11-18 21:53:58,422 - Epoch: [15][ 6700/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535372 +2023-11-18 21:54:51,866 - Epoch: [15][ 6800/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535358 +2023-11-18 21:55:45,233 - Epoch: [15][ 6900/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.535333 +2023-11-18 21:56:38,742 - Epoch: [15][ 7000/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535329 +2023-11-18 21:57:32,078 - Epoch: [15][ 7100/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535300 +2023-11-18 21:58:25,406 - Epoch: [15][ 7200/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535272 +2023-11-18 21:59:18,756 - Epoch: [15][ 7300/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535247 +2023-11-18 22:00:12,158 - Epoch: [15][ 7400/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535230 +2023-11-18 22:01:05,572 - Epoch: [15][ 7500/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535215 +2023-11-18 22:01:58,996 - Epoch: [15][ 7600/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535202 +2023-11-18 22:02:52,398 - Epoch: [15][ 7700/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535186 +2023-11-18 22:03:45,814 - Epoch: [15][ 7800/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.535173 +2023-11-18 22:04:39,123 - Epoch: [15][ 7900/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535146 +2023-11-18 22:05:32,483 - Epoch: [15][ 8000/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.535126 +2023-11-18 22:06:25,868 - Epoch: [15][ 8100/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.535110 +2023-11-18 22:07:19,280 - Epoch: [15][ 8200/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.535097 +2023-11-18 22:08:12,578 - Epoch: [15][ 8300/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535072 +2023-11-18 22:09:05,917 - Epoch: [15][ 8400/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.535051 +2023-11-18 22:09:59,184 - Epoch: [15][ 8500/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.535023 +2023-11-18 22:10:52,537 - Epoch: [15][ 8600/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.535005 +2023-11-18 22:11:45,955 - Epoch: [15][ 8700/12168] Overall Loss 0.012461 Objective Loss 0.000000 Distill Loss 0.012461 LR 0.000250 Time 0.534995 +2023-11-18 22:12:39,405 - Epoch: [15][ 8800/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.534989 +2023-11-18 22:13:32,907 - Epoch: [15][ 8900/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.534989 +2023-11-18 22:14:26,292 - Epoch: [15][ 9000/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.534976 +2023-11-18 22:15:19,745 - Epoch: [15][ 9100/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.534971 +2023-11-18 22:16:13,058 - Epoch: [15][ 9200/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.534950 +2023-11-18 22:17:06,384 - Epoch: [15][ 9300/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.534932 +2023-11-18 22:17:59,885 - Epoch: [15][ 9400/12168] Overall Loss 0.012460 Objective Loss 0.000000 Distill Loss 0.012460 LR 0.000250 Time 0.534932 +2023-11-18 22:18:53,186 - Epoch: [15][ 9500/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.534912 +2023-11-18 22:19:46,652 - Epoch: [15][ 9600/12168] Overall Loss 0.012459 Objective Loss 0.000000 Distill Loss 0.012459 LR 0.000250 Time 0.534909 +2023-11-18 22:20:40,133 - Epoch: [15][ 9700/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534907 +2023-11-18 22:21:33,493 - Epoch: [15][ 9800/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534894 +2023-11-18 22:22:26,871 - Epoch: [15][ 9900/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534882 +2023-11-18 22:23:20,281 - Epoch: [15][10000/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534874 +2023-11-18 22:24:13,658 - Epoch: [15][10100/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534863 +2023-11-18 22:25:07,070 - Epoch: [15][10200/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534855 +2023-11-18 22:26:00,431 - Epoch: [15][10300/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534843 +2023-11-18 22:26:53,792 - Epoch: [15][10400/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534831 +2023-11-18 22:27:47,113 - Epoch: [15][10500/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534815 +2023-11-18 22:28:40,523 - Epoch: [15][10600/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534808 +2023-11-18 22:29:34,058 - Epoch: [15][10700/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534813 +2023-11-18 22:30:27,529 - Epoch: [15][10800/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534811 +2023-11-18 22:31:20,917 - Epoch: [15][10900/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534803 +2023-11-18 22:32:14,340 - Epoch: [15][11000/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534797 +2023-11-18 22:33:07,725 - Epoch: [15][11100/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534788 +2023-11-18 22:34:01,141 - Epoch: [15][11200/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534782 +2023-11-18 22:34:54,575 - Epoch: [15][11300/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534778 +2023-11-18 22:35:47,974 - Epoch: [15][11400/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534771 +2023-11-18 22:36:41,335 - Epoch: [15][11500/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534760 +2023-11-18 22:37:34,734 - Epoch: [15][11600/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534754 +2023-11-18 22:38:28,161 - Epoch: [15][11700/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534749 +2023-11-18 22:39:21,526 - Epoch: [15][11800/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534740 +2023-11-18 22:40:14,978 - Epoch: [15][11900/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534737 +2023-11-18 22:41:08,325 - Epoch: [15][12000/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534727 +2023-11-18 22:42:01,699 - Epoch: [15][12100/12168] Overall Loss 0.012458 Objective Loss 0.000000 Distill Loss 0.012458 LR 0.000250 Time 0.534718 +2023-11-18 22:42:38,139 - Epoch: [15][12168/12168] Overall Loss 0.012457 Objective Loss 0.000000 Distill Loss 0.012457 LR 0.000250 Time 0.534725 +2023-11-18 22:42:38,512 - --- validate (epoch=15)----------- +2023-11-18 22:42:38,512 - 167951 samples (256 per mini-batch) +2023-11-18 22:43:28,403 - Epoch: [15][ 100/ 657] Loss 0.000000 Overall Loss 0.013148 +2023-11-18 22:44:15,962 - Epoch: [15][ 200/ 657] Loss 0.000000 Overall Loss 0.013146 +2023-11-18 22:45:03,464 - Epoch: [15][ 300/ 657] Loss 0.000000 Overall Loss 0.013144 +2023-11-18 22:45:50,957 - Epoch: [15][ 400/ 657] Loss 0.000000 Overall Loss 0.013141 +2023-11-18 22:46:38,425 - Epoch: [15][ 500/ 657] Loss 0.000000 Overall Loss 0.013137 +2023-11-18 22:47:25,886 - Epoch: [15][ 600/ 657] Loss 0.000000 Overall Loss 0.013135 +2023-11-18 22:47:52,529 - Epoch: [15][ 657/ 657] Loss 0.000000 Overall Loss 0.013136 +2023-11-18 22:47:52,727 - ==> Overall Loss: 0.013 + +2023-11-18 22:47:52,729 - ==> Best [Overall Loss: 0.013136 on epoch: 15] +2023-11-18 22:47:52,729 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-18 22:47:52,758 - + +2023-11-18 22:47:52,758 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-18 22:48:56,168 - Epoch: [16][ 100/12168] Overall Loss 0.012400 Objective Loss 0.000000 Distill Loss 0.012400 LR 0.000250 Time 0.634054 +2023-11-18 22:49:49,571 - Epoch: [16][ 200/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.584026 +2023-11-18 22:50:42,912 - Epoch: [16][ 300/12168] Overall Loss 0.012440 Objective Loss 0.000000 Distill Loss 0.012440 LR 0.000250 Time 0.567142 +2023-11-18 22:51:36,243 - Epoch: [16][ 400/12168] Overall Loss 0.012443 Objective Loss 0.000000 Distill Loss 0.012443 LR 0.000250 Time 0.558674 +2023-11-18 22:52:29,603 - Epoch: [16][ 500/12168] Overall Loss 0.012438 Objective Loss 0.000000 Distill Loss 0.012438 LR 0.000250 Time 0.553654 +2023-11-18 22:53:22,950 - Epoch: [16][ 600/12168] Overall Loss 0.012444 Objective Loss 0.000000 Distill Loss 0.012444 LR 0.000250 Time 0.550285 +2023-11-18 22:54:16,362 - Epoch: [16][ 700/12168] Overall Loss 0.012446 Objective Loss 0.000000 Distill Loss 0.012446 LR 0.000250 Time 0.547971 +2023-11-18 22:55:09,761 - Epoch: [16][ 800/12168] Overall Loss 0.012442 Objective Loss 0.000000 Distill Loss 0.012442 LR 0.000250 Time 0.546218 +2023-11-18 22:56:03,229 - Epoch: [16][ 900/12168] Overall Loss 0.012447 Objective Loss 0.000000 Distill Loss 0.012447 LR 0.000250 Time 0.544933 +2023-11-18 22:56:56,619 - Epoch: [16][ 1000/12168] Overall Loss 0.012450 Objective Loss 0.000000 Distill Loss 0.012450 LR 0.000250 Time 0.543825 +2023-11-18 22:57:49,946 - Epoch: [16][ 1100/12168] Overall Loss 0.012450 Objective Loss 0.000000 Distill Loss 0.012450 LR 0.000250 Time 0.542864 +2023-11-18 22:58:43,582 - Epoch: [16][ 1200/12168] Overall Loss 0.012448 Objective Loss 0.000000 Distill Loss 0.012448 LR 0.000250 Time 0.542319 +2023-11-18 22:59:37,006 - Epoch: [16][ 1300/12168] Overall Loss 0.012445 Objective Loss 0.000000 Distill Loss 0.012445 LR 0.000250 Time 0.541694 +2023-11-18 23:00:30,382 - Epoch: [16][ 1400/12168] Overall Loss 0.012446 Objective Loss 0.000000 Distill Loss 0.012446 LR 0.000250 Time 0.541126 +2023-11-18 23:01:23,813 - Epoch: [16][ 1500/12168] Overall Loss 0.012448 Objective Loss 0.000000 Distill Loss 0.012448 LR 0.000250 Time 0.540669 +2023-11-18 23:02:17,103 - Epoch: [16][ 1600/12168] Overall Loss 0.012449 Objective Loss 0.000000 Distill Loss 0.012449 LR 0.000250 Time 0.540181 +2023-11-18 23:03:10,505 - Epoch: [16][ 1700/12168] Overall Loss 0.012452 Objective Loss 0.000000 Distill Loss 0.012452 LR 0.000250 Time 0.539817 +2023-11-18 23:04:03,882 - Epoch: [16][ 1800/12168] Overall Loss 0.012451 Objective Loss 0.000000 Distill Loss 0.012451 LR 0.000250 Time 0.539479 +2023-11-18 23:04:57,293 - Epoch: [16][ 1900/12168] Overall Loss 0.012454 Objective Loss 0.000000 Distill Loss 0.012454 LR 0.000250 Time 0.539195 +2023-11-18 23:05:50,686 - Epoch: [16][ 2000/12168] Overall Loss 0.012452 Objective Loss 0.000000 Distill Loss 0.012452 LR 0.000250 Time 0.538930 +2023-11-18 23:06:44,094 - Epoch: [16][ 2100/12168] Overall Loss 0.012453 Objective Loss 0.000000 Distill Loss 0.012453 LR 0.000250 Time 0.538697 +2023-11-18 23:07:37,801 - Epoch: [16][ 2200/12168] Overall Loss 0.012453 Objective Loss 0.000000 Distill Loss 0.012453 LR 0.000250 Time 0.538622 +2023-11-18 23:08:31,392 - Epoch: [16][ 2300/12168] Overall Loss 0.012451 Objective Loss 0.000000 Distill Loss 0.012451 LR 0.000250 Time 0.538503 +2023-11-18 23:09:24,801 - Epoch: [16][ 2400/12168] Overall Loss 0.012448 Objective Loss 0.000000 Distill Loss 0.012448 LR 0.000250 Time 0.538317 +2023-11-18 23:10:18,215 - Epoch: [16][ 2500/12168] Overall Loss 0.012444 Objective Loss 0.000000 Distill Loss 0.012444 LR 0.000250 Time 0.538149 +2023-11-18 23:11:11,596 - Epoch: [16][ 2600/12168] Overall Loss 0.012442 Objective Loss 0.000000 Distill Loss 0.012442 LR 0.000250 Time 0.537980 +2023-11-18 23:12:04,950 - Epoch: [16][ 2700/12168] Overall Loss 0.012444 Objective Loss 0.000000 Distill Loss 0.012444 LR 0.000250 Time 0.537815 +2023-11-18 23:12:58,356 - Epoch: [16][ 2800/12168] Overall Loss 0.012442 Objective Loss 0.000000 Distill Loss 0.012442 LR 0.000250 Time 0.537679 +2023-11-18 23:13:51,813 - Epoch: [16][ 2900/12168] Overall Loss 0.012445 Objective Loss 0.000000 Distill Loss 0.012445 LR 0.000250 Time 0.537571 +2023-11-18 23:14:45,161 - Epoch: [16][ 3000/12168] Overall Loss 0.012442 Objective Loss 0.000000 Distill Loss 0.012442 LR 0.000250 Time 0.537434 +2023-11-18 23:15:38,496 - Epoch: [16][ 3100/12168] Overall Loss 0.012439 Objective Loss 0.000000 Distill Loss 0.012439 LR 0.000250 Time 0.537301 +2023-11-18 23:16:31,813 - Epoch: [16][ 3200/12168] Overall Loss 0.012437 Objective Loss 0.000000 Distill Loss 0.012437 LR 0.000250 Time 0.537171 +2023-11-18 23:17:25,212 - Epoch: [16][ 3300/12168] Overall Loss 0.012438 Objective Loss 0.000000 Distill Loss 0.012438 LR 0.000250 Time 0.537074 +2023-11-18 23:18:18,564 - Epoch: [16][ 3400/12168] Overall Loss 0.012438 Objective Loss 0.000000 Distill Loss 0.012438 LR 0.000250 Time 0.536968 +2023-11-18 23:19:12,019 - Epoch: [16][ 3500/12168] Overall Loss 0.012437 Objective Loss 0.000000 Distill Loss 0.012437 LR 0.000250 Time 0.536898 +2023-11-18 23:20:05,428 - Epoch: [16][ 3600/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.536819 +2023-11-18 23:20:58,850 - Epoch: [16][ 3700/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.536748 +2023-11-18 23:21:52,270 - Epoch: [16][ 3800/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.536680 +2023-11-18 23:22:45,726 - Epoch: [16][ 3900/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.536625 +2023-11-18 23:23:39,085 - Epoch: [16][ 4000/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.536548 +2023-11-18 23:24:32,433 - Epoch: [16][ 4100/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.536472 +2023-11-18 23:25:26,018 - Epoch: [16][ 4200/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.536457 +2023-11-18 23:26:19,344 - Epoch: [16][ 4300/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.536382 +2023-11-18 23:27:12,749 - Epoch: [16][ 4400/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.536328 +2023-11-18 23:28:06,075 - Epoch: [16][ 4500/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.536259 +2023-11-18 23:28:59,434 - Epoch: [16][ 4600/12168] Overall Loss 0.012431 Objective Loss 0.000000 Distill Loss 0.012431 LR 0.000250 Time 0.536200 +2023-11-18 23:29:52,863 - Epoch: [16][ 4700/12168] Overall Loss 0.012431 Objective Loss 0.000000 Distill Loss 0.012431 LR 0.000250 Time 0.536159 +2023-11-18 23:30:46,210 - Epoch: [16][ 4800/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.536102 +2023-11-18 23:31:39,609 - Epoch: [16][ 4900/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.536058 +2023-11-18 23:32:33,041 - Epoch: [16][ 5000/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.536023 +2023-11-18 23:33:26,423 - Epoch: [16][ 5100/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535979 +2023-11-18 23:34:19,850 - Epoch: [16][ 5200/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535946 +2023-11-18 23:35:13,296 - Epoch: [16][ 5300/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535917 +2023-11-18 23:36:06,712 - Epoch: [16][ 5400/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535884 +2023-11-18 23:37:00,172 - Epoch: [16][ 5500/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535860 +2023-11-18 23:37:53,679 - Epoch: [16][ 5600/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535845 +2023-11-18 23:38:47,277 - Epoch: [16][ 5700/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535846 +2023-11-18 23:39:40,712 - Epoch: [16][ 5800/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535819 +2023-11-18 23:40:34,118 - Epoch: [16][ 5900/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.535789 +2023-11-18 23:41:27,570 - Epoch: [16][ 6000/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.535767 +2023-11-18 23:42:21,134 - Epoch: [16][ 6100/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.535765 +2023-11-18 23:43:14,577 - Epoch: [16][ 6200/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.535743 +2023-11-18 23:44:07,997 - Epoch: [16][ 6300/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.535718 +2023-11-18 23:45:01,390 - Epoch: [16][ 6400/12168] Overall Loss 0.012437 Objective Loss 0.000000 Distill Loss 0.012437 LR 0.000250 Time 0.535689 +2023-11-18 23:45:54,830 - Epoch: [16][ 6500/12168] Overall Loss 0.012437 Objective Loss 0.000000 Distill Loss 0.012437 LR 0.000250 Time 0.535669 +2023-11-18 23:46:48,263 - Epoch: [16][ 6600/12168] Overall Loss 0.012437 Objective Loss 0.000000 Distill Loss 0.012437 LR 0.000250 Time 0.535648 +2023-11-18 23:47:41,572 - Epoch: [16][ 6700/12168] Overall Loss 0.012437 Objective Loss 0.000000 Distill Loss 0.012437 LR 0.000250 Time 0.535609 +2023-11-18 23:48:35,098 - Epoch: [16][ 6800/12168] Overall Loss 0.012436 Objective Loss 0.000000 Distill Loss 0.012436 LR 0.000250 Time 0.535604 +2023-11-18 23:49:28,515 - Epoch: [16][ 6900/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535582 +2023-11-18 23:50:21,948 - Epoch: [16][ 7000/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535564 +2023-11-18 23:51:15,362 - Epoch: [16][ 7100/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535544 +2023-11-18 23:52:08,757 - Epoch: [16][ 7200/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535521 +2023-11-18 23:53:02,295 - Epoch: [16][ 7300/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535519 +2023-11-18 23:53:55,764 - Epoch: [16][ 7400/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535507 +2023-11-18 23:54:49,160 - Epoch: [16][ 7500/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535486 +2023-11-18 23:55:42,677 - Epoch: [16][ 7600/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535481 +2023-11-18 23:56:36,127 - Epoch: [16][ 7700/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535468 +2023-11-18 23:57:29,511 - Epoch: [16][ 7800/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535447 +2023-11-18 23:58:22,982 - Epoch: [16][ 7900/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535437 +2023-11-18 23:59:16,416 - Epoch: [16][ 8000/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535423 +2023-11-19 00:00:09,820 - Epoch: [16][ 8100/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535405 +2023-11-19 00:01:03,310 - Epoch: [16][ 8200/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535399 +2023-11-19 00:01:56,787 - Epoch: [16][ 8300/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535391 +2023-11-19 00:02:50,245 - Epoch: [16][ 8400/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535381 +2023-11-19 00:03:43,733 - Epoch: [16][ 8500/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535375 +2023-11-19 00:04:37,250 - Epoch: [16][ 8600/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535372 +2023-11-19 00:05:30,770 - Epoch: [16][ 8700/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535369 +2023-11-19 00:06:24,275 - Epoch: [16][ 8800/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535365 +2023-11-19 00:07:17,691 - Epoch: [16][ 8900/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535351 +2023-11-19 00:08:11,073 - Epoch: [16][ 9000/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535334 +2023-11-19 00:09:04,457 - Epoch: [16][ 9100/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535317 +2023-11-19 00:09:57,917 - Epoch: [16][ 9200/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535309 +2023-11-19 00:10:51,354 - Epoch: [16][ 9300/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535299 +2023-11-19 00:11:44,824 - Epoch: [16][ 9400/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535292 +2023-11-19 00:12:38,238 - Epoch: [16][ 9500/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535279 +2023-11-19 00:13:31,813 - Epoch: [16][ 9600/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535284 +2023-11-19 00:14:25,345 - Epoch: [16][ 9700/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535284 +2023-11-19 00:15:18,818 - Epoch: [16][ 9800/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535278 +2023-11-19 00:16:12,320 - Epoch: [16][ 9900/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535275 +2023-11-19 00:17:05,898 - Epoch: [16][10000/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535280 +2023-11-19 00:17:59,257 - Epoch: [16][10100/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535263 +2023-11-19 00:18:52,667 - Epoch: [16][10200/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.535251 +2023-11-19 00:19:46,066 - Epoch: [16][10300/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.535238 +2023-11-19 00:20:39,508 - Epoch: [16][10400/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535230 +2023-11-19 00:21:32,928 - Epoch: [16][10500/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535220 +2023-11-19 00:22:26,469 - Epoch: [16][10600/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.535221 +2023-11-19 00:23:19,942 - Epoch: [16][10700/12168] Overall Loss 0.012432 Objective Loss 0.000000 Distill Loss 0.012432 LR 0.000250 Time 0.535217 +2023-11-19 00:24:13,346 - Epoch: [16][10800/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535205 +2023-11-19 00:25:06,776 - Epoch: [16][10900/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535197 +2023-11-19 00:26:00,186 - Epoch: [16][11000/12168] Overall Loss 0.012433 Objective Loss 0.000000 Distill Loss 0.012433 LR 0.000250 Time 0.535187 +2023-11-19 00:26:53,645 - Epoch: [16][11100/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535181 +2023-11-19 00:27:47,072 - Epoch: [16][11200/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535172 +2023-11-19 00:28:40,529 - Epoch: [16][11300/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535167 +2023-11-19 00:29:34,057 - Epoch: [16][11400/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535167 +2023-11-19 00:30:27,650 - Epoch: [16][11500/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535174 +2023-11-19 00:31:21,103 - Epoch: [16][11600/12168] Overall Loss 0.012434 Objective Loss 0.000000 Distill Loss 0.012434 LR 0.000250 Time 0.535168 +2023-11-19 00:32:14,604 - Epoch: [16][11700/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535166 +2023-11-19 00:33:08,177 - Epoch: [16][11800/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535171 +2023-11-19 00:34:01,731 - Epoch: [16][11900/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535174 +2023-11-19 00:34:55,233 - Epoch: [16][12000/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535172 +2023-11-19 00:35:48,718 - Epoch: [16][12100/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535169 +2023-11-19 00:36:24,912 - Epoch: [16][12168/12168] Overall Loss 0.012435 Objective Loss 0.000000 Distill Loss 0.012435 LR 0.000250 Time 0.535153 +2023-11-19 00:36:25,275 - --- validate (epoch=16)----------- +2023-11-19 00:36:25,275 - 167951 samples (256 per mini-batch) +2023-11-19 00:37:14,917 - Epoch: [16][ 100/ 657] Loss 0.000000 Overall Loss 0.013113 +2023-11-19 00:38:02,441 - Epoch: [16][ 200/ 657] Loss 0.000000 Overall Loss 0.013106 +2023-11-19 00:38:49,993 - Epoch: [16][ 300/ 657] Loss 0.000000 Overall Loss 0.013108 +2023-11-19 00:39:37,519 - Epoch: [16][ 400/ 657] Loss 0.000000 Overall Loss 0.013105 +2023-11-19 00:40:25,029 - Epoch: [16][ 500/ 657] Loss 0.000000 Overall Loss 0.013104 +2023-11-19 00:41:12,565 - Epoch: [16][ 600/ 657] Loss 0.000000 Overall Loss 0.013097 +2023-11-19 00:41:39,215 - Epoch: [16][ 657/ 657] Loss 0.000000 Overall Loss 0.013099 +2023-11-19 00:41:39,410 - ==> Overall Loss: 0.013 + +2023-11-19 00:41:39,413 - ==> Best [Overall Loss: 0.013099 on epoch: 16] +2023-11-19 00:41:39,413 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 00:41:39,441 - + +2023-11-19 00:41:39,442 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 00:42:42,966 - Epoch: [17][ 100/12168] Overall Loss 0.012399 Objective Loss 0.000000 Distill Loss 0.012399 LR 0.000250 Time 0.635204 +2023-11-19 00:43:36,314 - Epoch: [17][ 200/12168] Overall Loss 0.012401 Objective Loss 0.000000 Distill Loss 0.012401 LR 0.000250 Time 0.584328 +2023-11-19 00:44:29,953 - Epoch: [17][ 300/12168] Overall Loss 0.012410 Objective Loss 0.000000 Distill Loss 0.012410 LR 0.000250 Time 0.568336 +2023-11-19 00:45:23,370 - Epoch: [17][ 400/12168] Overall Loss 0.012425 Objective Loss 0.000000 Distill Loss 0.012425 LR 0.000250 Time 0.559788 +2023-11-19 00:46:16,807 - Epoch: [17][ 500/12168] Overall Loss 0.012422 Objective Loss 0.000000 Distill Loss 0.012422 LR 0.000250 Time 0.554697 +2023-11-19 00:47:10,215 - Epoch: [17][ 600/12168] Overall Loss 0.012420 Objective Loss 0.000000 Distill Loss 0.012420 LR 0.000250 Time 0.551255 +2023-11-19 00:48:03,679 - Epoch: [17][ 700/12168] Overall Loss 0.012426 Objective Loss 0.000000 Distill Loss 0.012426 LR 0.000250 Time 0.548876 +2023-11-19 00:48:57,037 - Epoch: [17][ 800/12168] Overall Loss 0.012422 Objective Loss 0.000000 Distill Loss 0.012422 LR 0.000250 Time 0.546961 +2023-11-19 00:49:50,531 - Epoch: [17][ 900/12168] Overall Loss 0.012427 Objective Loss 0.000000 Distill Loss 0.012427 LR 0.000250 Time 0.545621 +2023-11-19 00:50:43,998 - Epoch: [17][ 1000/12168] Overall Loss 0.012430 Objective Loss 0.000000 Distill Loss 0.012430 LR 0.000250 Time 0.544522 +2023-11-19 00:51:37,403 - Epoch: [17][ 1100/12168] Overall Loss 0.012428 Objective Loss 0.000000 Distill Loss 0.012428 LR 0.000250 Time 0.543568 +2023-11-19 00:52:30,766 - Epoch: [17][ 1200/12168] Overall Loss 0.012426 Objective Loss 0.000000 Distill Loss 0.012426 LR 0.000250 Time 0.542736 +2023-11-19 00:53:24,208 - Epoch: [17][ 1300/12168] Overall Loss 0.012426 Objective Loss 0.000000 Distill Loss 0.012426 LR 0.000250 Time 0.542095 +2023-11-19 00:54:17,646 - Epoch: [17][ 1400/12168] Overall Loss 0.012425 Objective Loss 0.000000 Distill Loss 0.012425 LR 0.000250 Time 0.541541 +2023-11-19 00:55:11,178 - Epoch: [17][ 1500/12168] Overall Loss 0.012427 Objective Loss 0.000000 Distill Loss 0.012427 LR 0.000250 Time 0.541124 +2023-11-19 00:56:04,630 - Epoch: [17][ 1600/12168] Overall Loss 0.012426 Objective Loss 0.000000 Distill Loss 0.012426 LR 0.000250 Time 0.540709 +2023-11-19 00:56:58,038 - Epoch: [17][ 1700/12168] Overall Loss 0.012429 Objective Loss 0.000000 Distill Loss 0.012429 LR 0.000250 Time 0.540317 +2023-11-19 00:57:51,448 - Epoch: [17][ 1800/12168] Overall Loss 0.012426 Objective Loss 0.000000 Distill Loss 0.012426 LR 0.000250 Time 0.539970 +2023-11-19 00:58:44,869 - Epoch: [17][ 1900/12168] Overall Loss 0.012427 Objective Loss 0.000000 Distill Loss 0.012427 LR 0.000250 Time 0.539665 +2023-11-19 00:59:38,323 - Epoch: [17][ 2000/12168] Overall Loss 0.012427 Objective Loss 0.000000 Distill Loss 0.012427 LR 0.000250 Time 0.539407 +2023-11-19 01:00:31,856 - Epoch: [17][ 2100/12168] Overall Loss 0.012427 Objective Loss 0.000000 Distill Loss 0.012427 LR 0.000250 Time 0.539211 +2023-11-19 01:01:25,233 - Epoch: [17][ 2200/12168] Overall Loss 0.012427 Objective Loss 0.000000 Distill Loss 0.012427 LR 0.000250 Time 0.538963 +2023-11-19 01:02:18,613 - Epoch: [17][ 2300/12168] Overall Loss 0.012424 Objective Loss 0.000000 Distill Loss 0.012424 LR 0.000250 Time 0.538737 +2023-11-19 01:03:12,066 - Epoch: [17][ 2400/12168] Overall Loss 0.012421 Objective Loss 0.000000 Distill Loss 0.012421 LR 0.000250 Time 0.538560 +2023-11-19 01:04:05,579 - Epoch: [17][ 2500/12168] Overall Loss 0.012419 Objective Loss 0.000000 Distill Loss 0.012419 LR 0.000250 Time 0.538421 +2023-11-19 01:04:58,996 - Epoch: [17][ 2600/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.538257 +2023-11-19 01:05:52,469 - Epoch: [17][ 2700/12168] Overall Loss 0.012419 Objective Loss 0.000000 Distill Loss 0.012419 LR 0.000250 Time 0.538125 +2023-11-19 01:06:45,864 - Epoch: [17][ 2800/12168] Overall Loss 0.012419 Objective Loss 0.000000 Distill Loss 0.012419 LR 0.000250 Time 0.537975 +2023-11-19 01:07:39,291 - Epoch: [17][ 2900/12168] Overall Loss 0.012420 Objective Loss 0.000000 Distill Loss 0.012420 LR 0.000250 Time 0.537846 +2023-11-19 01:08:32,660 - Epoch: [17][ 3000/12168] Overall Loss 0.012419 Objective Loss 0.000000 Distill Loss 0.012419 LR 0.000250 Time 0.537706 +2023-11-19 01:09:26,076 - Epoch: [17][ 3100/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.537591 +2023-11-19 01:10:19,483 - Epoch: [17][ 3200/12168] Overall Loss 0.012413 Objective Loss 0.000000 Distill Loss 0.012413 LR 0.000250 Time 0.537480 +2023-11-19 01:11:12,946 - Epoch: [17][ 3300/12168] Overall Loss 0.012415 Objective Loss 0.000000 Distill Loss 0.012415 LR 0.000250 Time 0.537392 +2023-11-19 01:12:06,444 - Epoch: [17][ 3400/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.537320 +2023-11-19 01:12:59,869 - Epoch: [17][ 3500/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.537232 +2023-11-19 01:13:53,354 - Epoch: [17][ 3600/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.537165 +2023-11-19 01:14:46,838 - Epoch: [17][ 3700/12168] Overall Loss 0.012415 Objective Loss 0.000000 Distill Loss 0.012415 LR 0.000250 Time 0.537101 +2023-11-19 01:15:40,258 - Epoch: [17][ 3800/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.537023 +2023-11-19 01:16:33,736 - Epoch: [17][ 3900/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.536965 +2023-11-19 01:17:27,089 - Epoch: [17][ 4000/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536878 +2023-11-19 01:18:20,474 - Epoch: [17][ 4100/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536804 +2023-11-19 01:19:13,928 - Epoch: [17][ 4200/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536749 +2023-11-19 01:20:07,406 - Epoch: [17][ 4300/12168] Overall Loss 0.012413 Objective Loss 0.000000 Distill Loss 0.012413 LR 0.000250 Time 0.536703 +2023-11-19 01:21:00,800 - Epoch: [17][ 4400/12168] Overall Loss 0.012412 Objective Loss 0.000000 Distill Loss 0.012412 LR 0.000250 Time 0.536639 +2023-11-19 01:21:54,228 - Epoch: [17][ 4500/12168] Overall Loss 0.012412 Objective Loss 0.000000 Distill Loss 0.012412 LR 0.000250 Time 0.536586 +2023-11-19 01:22:47,689 - Epoch: [17][ 4600/12168] Overall Loss 0.012411 Objective Loss 0.000000 Distill Loss 0.012411 LR 0.000250 Time 0.536542 +2023-11-19 01:23:41,060 - Epoch: [17][ 4700/12168] Overall Loss 0.012412 Objective Loss 0.000000 Distill Loss 0.012412 LR 0.000250 Time 0.536481 +2023-11-19 01:24:34,531 - Epoch: [17][ 4800/12168] Overall Loss 0.012412 Objective Loss 0.000000 Distill Loss 0.012412 LR 0.000250 Time 0.536444 +2023-11-19 01:25:27,927 - Epoch: [17][ 4900/12168] Overall Loss 0.012412 Objective Loss 0.000000 Distill Loss 0.012412 LR 0.000250 Time 0.536392 +2023-11-19 01:26:21,459 - Epoch: [17][ 5000/12168] Overall Loss 0.012413 Objective Loss 0.000000 Distill Loss 0.012413 LR 0.000250 Time 0.536370 +2023-11-19 01:27:14,906 - Epoch: [17][ 5100/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536332 +2023-11-19 01:28:08,358 - Epoch: [17][ 5200/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536297 +2023-11-19 01:29:01,813 - Epoch: [17][ 5300/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536263 +2023-11-19 01:29:55,324 - Epoch: [17][ 5400/12168] Overall Loss 0.012415 Objective Loss 0.000000 Distill Loss 0.012415 LR 0.000250 Time 0.536241 +2023-11-19 01:30:48,802 - Epoch: [17][ 5500/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.536214 +2023-11-19 01:31:42,242 - Epoch: [17][ 5600/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536181 +2023-11-19 01:32:35,615 - Epoch: [17][ 5700/12168] Overall Loss 0.012415 Objective Loss 0.000000 Distill Loss 0.012415 LR 0.000250 Time 0.536137 +2023-11-19 01:33:29,071 - Epoch: [17][ 5800/12168] Overall Loss 0.012414 Objective Loss 0.000000 Distill Loss 0.012414 LR 0.000250 Time 0.536109 +2023-11-19 01:34:22,510 - Epoch: [17][ 5900/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.536080 +2023-11-19 01:35:15,927 - Epoch: [17][ 6000/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.536047 +2023-11-19 01:36:09,325 - Epoch: [17][ 6100/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.536013 +2023-11-19 01:37:02,776 - Epoch: [17][ 6200/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535988 +2023-11-19 01:37:56,267 - Epoch: [17][ 6300/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535971 +2023-11-19 01:38:49,737 - Epoch: [17][ 6400/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535950 +2023-11-19 01:39:43,275 - Epoch: [17][ 6500/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535941 +2023-11-19 01:40:36,684 - Epoch: [17][ 6600/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535912 +2023-11-19 01:41:30,094 - Epoch: [17][ 6700/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535885 +2023-11-19 01:42:23,609 - Epoch: [17][ 6800/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535874 +2023-11-19 01:43:17,043 - Epoch: [17][ 6900/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535851 +2023-11-19 01:44:10,529 - Epoch: [17][ 7000/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535836 +2023-11-19 01:45:03,948 - Epoch: [17][ 7100/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535813 +2023-11-19 01:45:57,400 - Epoch: [17][ 7200/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535794 +2023-11-19 01:46:50,881 - Epoch: [17][ 7300/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535780 +2023-11-19 01:47:44,288 - Epoch: [17][ 7400/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535757 +2023-11-19 01:48:37,749 - Epoch: [17][ 7500/12168] Overall Loss 0.012415 Objective Loss 0.000000 Distill Loss 0.012415 LR 0.000250 Time 0.535741 +2023-11-19 01:49:31,064 - Epoch: [17][ 7600/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535706 +2023-11-19 01:50:24,454 - Epoch: [17][ 7700/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535682 +2023-11-19 01:51:17,860 - Epoch: [17][ 7800/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535661 +2023-11-19 01:52:11,226 - Epoch: [17][ 7900/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535635 +2023-11-19 01:53:04,733 - Epoch: [17][ 8000/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535628 +2023-11-19 01:53:58,139 - Epoch: [17][ 8100/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535608 +2023-11-19 01:54:51,554 - Epoch: [17][ 8200/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535590 +2023-11-19 01:55:44,967 - Epoch: [17][ 8300/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535572 +2023-11-19 01:56:38,329 - Epoch: [17][ 8400/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535548 +2023-11-19 01:57:31,813 - Epoch: [17][ 8500/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535540 +2023-11-19 01:58:25,229 - Epoch: [17][ 8600/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535523 +2023-11-19 01:59:18,688 - Epoch: [17][ 8700/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535512 +2023-11-19 02:00:12,142 - Epoch: [17][ 8800/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535501 +2023-11-19 02:01:05,567 - Epoch: [17][ 8900/12168] Overall Loss 0.012415 Objective Loss 0.000000 Distill Loss 0.012415 LR 0.000250 Time 0.535486 +2023-11-19 02:01:58,988 - Epoch: [17][ 9000/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535472 +2023-11-19 02:02:52,491 - Epoch: [17][ 9100/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535466 +2023-11-19 02:03:45,953 - Epoch: [17][ 9200/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535457 +2023-11-19 02:04:39,372 - Epoch: [17][ 9300/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535443 +2023-11-19 02:05:32,756 - Epoch: [17][ 9400/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535426 +2023-11-19 02:06:26,202 - Epoch: [17][ 9500/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535415 +2023-11-19 02:07:19,526 - Epoch: [17][ 9600/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535392 +2023-11-19 02:08:13,069 - Epoch: [17][ 9700/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535392 +2023-11-19 02:09:06,516 - Epoch: [17][ 9800/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535382 +2023-11-19 02:09:59,928 - Epoch: [17][ 9900/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535369 +2023-11-19 02:10:53,399 - Epoch: [17][10000/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535362 +2023-11-19 02:11:46,849 - Epoch: [17][10100/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535353 +2023-11-19 02:12:40,171 - Epoch: [17][10200/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535332 +2023-11-19 02:13:33,707 - Epoch: [17][10300/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535332 +2023-11-19 02:14:27,177 - Epoch: [17][10400/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535326 +2023-11-19 02:15:20,557 - Epoch: [17][10500/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535311 +2023-11-19 02:16:13,974 - Epoch: [17][10600/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535300 +2023-11-19 02:17:07,479 - Epoch: [17][10700/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535297 +2023-11-19 02:18:00,992 - Epoch: [17][10800/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535295 +2023-11-19 02:18:54,493 - Epoch: [17][10900/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535292 +2023-11-19 02:19:47,886 - Epoch: [17][11000/12168] Overall Loss 0.012415 Objective Loss 0.000000 Distill Loss 0.012415 LR 0.000250 Time 0.535280 +2023-11-19 02:20:41,290 - Epoch: [17][11100/12168] Overall Loss 0.012416 Objective Loss 0.000000 Distill Loss 0.012416 LR 0.000250 Time 0.535268 +2023-11-19 02:21:34,701 - Epoch: [17][11200/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535258 +2023-11-19 02:22:28,028 - Epoch: [17][11300/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535240 +2023-11-19 02:23:21,433 - Epoch: [17][11400/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535229 +2023-11-19 02:24:14,951 - Epoch: [17][11500/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535228 +2023-11-19 02:25:08,388 - Epoch: [17][11600/12168] Overall Loss 0.012417 Objective Loss 0.000000 Distill Loss 0.012417 LR 0.000250 Time 0.535221 +2023-11-19 02:26:01,843 - Epoch: [17][11700/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535215 +2023-11-19 02:26:55,424 - Epoch: [17][11800/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535219 +2023-11-19 02:27:48,865 - Epoch: [17][11900/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535212 +2023-11-19 02:28:42,202 - Epoch: [17][12000/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535197 +2023-11-19 02:29:35,605 - Epoch: [17][12100/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535187 +2023-11-19 02:30:11,944 - Epoch: [17][12168/12168] Overall Loss 0.012418 Objective Loss 0.000000 Distill Loss 0.012418 LR 0.000250 Time 0.535182 +2023-11-19 02:30:12,306 - --- validate (epoch=17)----------- +2023-11-19 02:30:12,307 - 167951 samples (256 per mini-batch) +2023-11-19 02:31:02,525 - Epoch: [17][ 100/ 657] Loss 0.000000 Overall Loss 0.013084 +2023-11-19 02:31:50,059 - Epoch: [17][ 200/ 657] Loss 0.000000 Overall Loss 0.013069 +2023-11-19 02:32:37,597 - Epoch: [17][ 300/ 657] Loss 0.000000 Overall Loss 0.013073 +2023-11-19 02:33:25,131 - Epoch: [17][ 400/ 657] Loss 0.000000 Overall Loss 0.013091 +2023-11-19 02:34:12,645 - Epoch: [17][ 500/ 657] Loss 0.000000 Overall Loss 0.013089 +2023-11-19 02:35:00,144 - Epoch: [17][ 600/ 657] Loss 0.000000 Overall Loss 0.013087 +2023-11-19 02:35:26,809 - Epoch: [17][ 657/ 657] Loss 0.000000 Overall Loss 0.013091 +2023-11-19 02:35:27,000 - ==> Overall Loss: 0.013 + +2023-11-19 02:35:27,001 - ==> Best [Overall Loss: 0.013091 on epoch: 17] +2023-11-19 02:35:27,001 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 02:35:27,029 - + +2023-11-19 02:35:27,029 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 02:36:31,595 - Epoch: [18][ 100/12168] Overall Loss 0.012288 Objective Loss 0.000000 Distill Loss 0.012288 LR 0.000250 Time 0.645630 +2023-11-19 02:37:25,037 - Epoch: [18][ 200/12168] Overall Loss 0.012309 Objective Loss 0.000000 Distill Loss 0.012309 LR 0.000250 Time 0.590004 +2023-11-19 02:38:18,557 - Epoch: [18][ 300/12168] Overall Loss 0.012342 Objective Loss 0.000000 Distill Loss 0.012342 LR 0.000250 Time 0.571725 +2023-11-19 02:39:12,148 - Epoch: [18][ 400/12168] Overall Loss 0.012369 Objective Loss 0.000000 Distill Loss 0.012369 LR 0.000250 Time 0.562762 +2023-11-19 02:40:05,629 - Epoch: [18][ 500/12168] Overall Loss 0.012370 Objective Loss 0.000000 Distill Loss 0.012370 LR 0.000250 Time 0.557165 +2023-11-19 02:40:59,103 - Epoch: [18][ 600/12168] Overall Loss 0.012375 Objective Loss 0.000000 Distill Loss 0.012375 LR 0.000250 Time 0.553423 +2023-11-19 02:41:52,568 - Epoch: [18][ 700/12168] Overall Loss 0.012381 Objective Loss 0.000000 Distill Loss 0.012381 LR 0.000250 Time 0.550736 +2023-11-19 02:42:45,993 - Epoch: [18][ 800/12168] Overall Loss 0.012378 Objective Loss 0.000000 Distill Loss 0.012378 LR 0.000250 Time 0.548671 +2023-11-19 02:43:39,429 - Epoch: [18][ 900/12168] Overall Loss 0.012381 Objective Loss 0.000000 Distill Loss 0.012381 LR 0.000250 Time 0.547077 +2023-11-19 02:44:32,891 - Epoch: [18][ 1000/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.545828 +2023-11-19 02:45:26,261 - Epoch: [18][ 1100/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.544722 +2023-11-19 02:46:19,645 - Epoch: [18][ 1200/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.543813 +2023-11-19 02:47:13,093 - Epoch: [18][ 1300/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.543092 +2023-11-19 02:48:06,439 - Epoch: [18][ 1400/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.542402 +2023-11-19 02:48:59,811 - Epoch: [18][ 1500/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.541822 +2023-11-19 02:49:53,174 - Epoch: [18][ 1600/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.541307 +2023-11-19 02:50:46,573 - Epoch: [18][ 1700/12168] Overall Loss 0.012401 Objective Loss 0.000000 Distill Loss 0.012401 LR 0.000250 Time 0.540875 +2023-11-19 02:51:40,011 - Epoch: [18][ 1800/12168] Overall Loss 0.012399 Objective Loss 0.000000 Distill Loss 0.012399 LR 0.000250 Time 0.540512 +2023-11-19 02:52:33,467 - Epoch: [18][ 1900/12168] Overall Loss 0.012400 Objective Loss 0.000000 Distill Loss 0.012400 LR 0.000250 Time 0.540197 +2023-11-19 02:53:26,877 - Epoch: [18][ 2000/12168] Overall Loss 0.012401 Objective Loss 0.000000 Distill Loss 0.012401 LR 0.000250 Time 0.539891 +2023-11-19 02:54:20,243 - Epoch: [18][ 2100/12168] Overall Loss 0.012403 Objective Loss 0.000000 Distill Loss 0.012403 LR 0.000250 Time 0.539592 +2023-11-19 02:55:13,581 - Epoch: [18][ 2200/12168] Overall Loss 0.012405 Objective Loss 0.000000 Distill Loss 0.012405 LR 0.000250 Time 0.539308 +2023-11-19 02:56:07,021 - Epoch: [18][ 2300/12168] Overall Loss 0.012402 Objective Loss 0.000000 Distill Loss 0.012402 LR 0.000250 Time 0.539094 +2023-11-19 02:57:00,401 - Epoch: [18][ 2400/12168] Overall Loss 0.012402 Objective Loss 0.000000 Distill Loss 0.012402 LR 0.000250 Time 0.538872 +2023-11-19 02:57:53,775 - Epoch: [18][ 2500/12168] Overall Loss 0.012400 Objective Loss 0.000000 Distill Loss 0.012400 LR 0.000250 Time 0.538665 +2023-11-19 02:58:47,205 - Epoch: [18][ 2600/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.538496 +2023-11-19 02:59:40,586 - Epoch: [18][ 2700/12168] Overall Loss 0.012398 Objective Loss 0.000000 Distill Loss 0.012398 LR 0.000250 Time 0.538321 +2023-11-19 03:00:34,033 - Epoch: [18][ 2800/12168] Overall Loss 0.012399 Objective Loss 0.000000 Distill Loss 0.012399 LR 0.000250 Time 0.538183 +2023-11-19 03:01:27,423 - Epoch: [18][ 2900/12168] Overall Loss 0.012400 Objective Loss 0.000000 Distill Loss 0.012400 LR 0.000250 Time 0.538034 +2023-11-19 03:02:20,940 - Epoch: [18][ 3000/12168] Overall Loss 0.012399 Objective Loss 0.000000 Distill Loss 0.012399 LR 0.000250 Time 0.537937 +2023-11-19 03:03:14,372 - Epoch: [18][ 3100/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.537819 +2023-11-19 03:04:07,906 - Epoch: [18][ 3200/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.537740 +2023-11-19 03:05:01,337 - Epoch: [18][ 3300/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.537635 +2023-11-19 03:05:54,721 - Epoch: [18][ 3400/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.537523 +2023-11-19 03:06:48,100 - Epoch: [18][ 3500/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.537415 +2023-11-19 03:07:41,510 - Epoch: [18][ 3600/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.537322 +2023-11-19 03:08:34,904 - Epoch: [18][ 3700/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.537230 +2023-11-19 03:09:28,292 - Epoch: [18][ 3800/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.537141 +2023-11-19 03:10:21,682 - Epoch: [18][ 3900/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.537057 +2023-11-19 03:11:15,146 - Epoch: [18][ 4000/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.536996 +2023-11-19 03:12:08,550 - Epoch: [18][ 4100/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.536923 +2023-11-19 03:13:01,975 - Epoch: [18][ 4200/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.536859 +2023-11-19 03:13:55,428 - Epoch: [18][ 4300/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.536804 +2023-11-19 03:14:48,825 - Epoch: [18][ 4400/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.536739 +2023-11-19 03:15:42,246 - Epoch: [18][ 4500/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.536682 +2023-11-19 03:16:35,715 - Epoch: [18][ 4600/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.536637 +2023-11-19 03:17:29,166 - Epoch: [18][ 4700/12168] Overall Loss 0.012391 Objective Loss 0.000000 Distill Loss 0.012391 LR 0.000250 Time 0.536591 +2023-11-19 03:18:22,607 - Epoch: [18][ 4800/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.536545 +2023-11-19 03:19:15,997 - Epoch: [18][ 4900/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.536491 +2023-11-19 03:20:09,416 - Epoch: [18][ 5000/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.536444 +2023-11-19 03:21:02,793 - Epoch: [18][ 5100/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.536391 +2023-11-19 03:21:56,229 - Epoch: [18][ 5200/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.536351 +2023-11-19 03:22:49,642 - Epoch: [18][ 5300/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.536309 +2023-11-19 03:23:43,114 - Epoch: [18][ 5400/12168] Overall Loss 0.012391 Objective Loss 0.000000 Distill Loss 0.012391 LR 0.000250 Time 0.536279 +2023-11-19 03:24:36,502 - Epoch: [18][ 5500/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.536234 +2023-11-19 03:25:30,020 - Epoch: [18][ 5600/12168] Overall Loss 0.012391 Objective Loss 0.000000 Distill Loss 0.012391 LR 0.000250 Time 0.536215 +2023-11-19 03:26:23,429 - Epoch: [18][ 5700/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.536177 +2023-11-19 03:27:16,817 - Epoch: [18][ 5800/12168] Overall Loss 0.012391 Objective Loss 0.000000 Distill Loss 0.012391 LR 0.000250 Time 0.536137 +2023-11-19 03:28:10,224 - Epoch: [18][ 5900/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.536101 +2023-11-19 03:29:03,759 - Epoch: [18][ 6000/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.536088 +2023-11-19 03:29:57,240 - Epoch: [18][ 6100/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.536067 +2023-11-19 03:30:50,646 - Epoch: [18][ 6200/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.536034 +2023-11-19 03:31:44,173 - Epoch: [18][ 6300/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.536021 +2023-11-19 03:32:37,652 - Epoch: [18][ 6400/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.536001 +2023-11-19 03:33:31,139 - Epoch: [18][ 6500/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535984 +2023-11-19 03:34:24,525 - Epoch: [18][ 6600/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535951 +2023-11-19 03:35:17,993 - Epoch: [18][ 6700/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535931 +2023-11-19 03:36:11,446 - Epoch: [18][ 6800/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535910 +2023-11-19 03:37:04,873 - Epoch: [18][ 6900/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535885 +2023-11-19 03:37:58,309 - Epoch: [18][ 7000/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535863 +2023-11-19 03:38:51,631 - Epoch: [18][ 7100/12168] Overall Loss 0.012391 Objective Loss 0.000000 Distill Loss 0.012391 LR 0.000250 Time 0.535825 +2023-11-19 03:39:45,014 - Epoch: [18][ 7200/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535797 +2023-11-19 03:40:38,307 - Epoch: [18][ 7300/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535757 +2023-11-19 03:41:31,769 - Epoch: [18][ 7400/12168] Overall Loss 0.012391 Objective Loss 0.000000 Distill Loss 0.012391 LR 0.000250 Time 0.535742 +2023-11-19 03:42:25,168 - Epoch: [18][ 7500/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535718 +2023-11-19 03:43:18,717 - Epoch: [18][ 7600/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535714 +2023-11-19 03:44:12,255 - Epoch: [18][ 7700/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535710 +2023-11-19 03:45:05,707 - Epoch: [18][ 7800/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535694 +2023-11-19 03:45:59,225 - Epoch: [18][ 7900/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535687 +2023-11-19 03:46:52,588 - Epoch: [18][ 8000/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535661 +2023-11-19 03:47:46,085 - Epoch: [18][ 8100/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535652 +2023-11-19 03:48:39,479 - Epoch: [18][ 8200/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.535631 +2023-11-19 03:49:32,826 - Epoch: [18][ 8300/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.535604 +2023-11-19 03:50:26,194 - Epoch: [18][ 8400/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535581 +2023-11-19 03:51:19,656 - Epoch: [18][ 8500/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.535569 +2023-11-19 03:52:13,102 - Epoch: [18][ 8600/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.535556 +2023-11-19 03:53:06,451 - Epoch: [18][ 8700/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.535532 +2023-11-19 03:53:59,926 - Epoch: [18][ 8800/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.535523 +2023-11-19 03:54:53,380 - Epoch: [18][ 8900/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.535511 +2023-11-19 03:55:46,847 - Epoch: [18][ 9000/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.535501 +2023-11-19 03:56:40,238 - Epoch: [18][ 9100/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.535484 +2023-11-19 03:57:33,698 - Epoch: [18][ 9200/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535474 +2023-11-19 03:58:27,084 - Epoch: [18][ 9300/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535456 +2023-11-19 03:59:20,538 - Epoch: [18][ 9400/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535446 +2023-11-19 04:00:14,004 - Epoch: [18][ 9500/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535437 +2023-11-19 04:01:07,486 - Epoch: [18][ 9600/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535430 +2023-11-19 04:02:00,849 - Epoch: [18][ 9700/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535412 +2023-11-19 04:02:54,261 - Epoch: [18][ 9800/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535398 +2023-11-19 04:03:47,727 - Epoch: [18][ 9900/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535390 +2023-11-19 04:04:41,264 - Epoch: [18][10000/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535390 +2023-11-19 04:05:34,735 - Epoch: [18][10100/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535383 +2023-11-19 04:06:28,199 - Epoch: [18][10200/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535375 +2023-11-19 04:07:21,638 - Epoch: [18][10300/12168] Overall Loss 0.012395 Objective Loss 0.000000 Distill Loss 0.012395 LR 0.000250 Time 0.535365 +2023-11-19 04:08:15,215 - Epoch: [18][10400/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535369 +2023-11-19 04:09:08,705 - Epoch: [18][10500/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535364 +2023-11-19 04:10:02,112 - Epoch: [18][10600/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535351 +2023-11-19 04:10:55,542 - Epoch: [18][10700/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535341 +2023-11-19 04:11:49,007 - Epoch: [18][10800/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535335 +2023-11-19 04:12:42,510 - Epoch: [18][10900/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535331 +2023-11-19 04:13:36,034 - Epoch: [18][11000/12168] Overall Loss 0.012396 Objective Loss 0.000000 Distill Loss 0.012396 LR 0.000250 Time 0.535330 +2023-11-19 04:14:29,488 - Epoch: [18][11100/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.535323 +2023-11-19 04:15:22,842 - Epoch: [18][11200/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.535307 +2023-11-19 04:16:16,266 - Epoch: [18][11300/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.535297 +2023-11-19 04:17:09,727 - Epoch: [18][11400/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.535291 +2023-11-19 04:18:03,201 - Epoch: [18][11500/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.535286 +2023-11-19 04:18:56,624 - Epoch: [18][11600/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.535276 +2023-11-19 04:19:50,183 - Epoch: [18][11700/12168] Overall Loss 0.012398 Objective Loss 0.000000 Distill Loss 0.012398 LR 0.000250 Time 0.535279 +2023-11-19 04:20:43,642 - Epoch: [18][11800/12168] Overall Loss 0.012398 Objective Loss 0.000000 Distill Loss 0.012398 LR 0.000250 Time 0.535272 +2023-11-19 04:21:37,176 - Epoch: [18][11900/12168] Overall Loss 0.012398 Objective Loss 0.000000 Distill Loss 0.012398 LR 0.000250 Time 0.535273 +2023-11-19 04:22:30,613 - Epoch: [18][12000/12168] Overall Loss 0.012398 Objective Loss 0.000000 Distill Loss 0.012398 LR 0.000250 Time 0.535265 +2023-11-19 04:23:24,041 - Epoch: [18][12100/12168] Overall Loss 0.012399 Objective Loss 0.000000 Distill Loss 0.012399 LR 0.000250 Time 0.535256 +2023-11-19 04:24:00,357 - Epoch: [18][12168/12168] Overall Loss 0.012399 Objective Loss 0.000000 Distill Loss 0.012399 LR 0.000250 Time 0.535250 +2023-11-19 04:24:00,715 - --- validate (epoch=18)----------- +2023-11-19 04:24:00,715 - 167951 samples (256 per mini-batch) +2023-11-19 04:24:50,315 - Epoch: [18][ 100/ 657] Loss 0.000000 Overall Loss 0.013100 +2023-11-19 04:25:37,862 - Epoch: [18][ 200/ 657] Loss 0.000000 Overall Loss 0.013097 +2023-11-19 04:26:25,388 - Epoch: [18][ 300/ 657] Loss 0.000000 Overall Loss 0.013107 +2023-11-19 04:27:12,881 - Epoch: [18][ 400/ 657] Loss 0.000000 Overall Loss 0.013105 +2023-11-19 04:28:00,387 - Epoch: [18][ 500/ 657] Loss 0.000000 Overall Loss 0.013107 +2023-11-19 04:28:47,888 - Epoch: [18][ 600/ 657] Loss 0.000000 Overall Loss 0.013111 +2023-11-19 04:29:14,543 - Epoch: [18][ 657/ 657] Loss 0.000000 Overall Loss 0.013109 +2023-11-19 04:29:14,743 - ==> Overall Loss: 0.013 + +2023-11-19 04:29:14,745 - ==> Best [Overall Loss: 0.013091 on epoch: 17] +2023-11-19 04:29:14,745 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 04:29:14,767 - + +2023-11-19 04:29:14,767 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 04:30:16,796 - Epoch: [19][ 100/12168] Overall Loss 0.012349 Objective Loss 0.000000 Distill Loss 0.012349 LR 0.000250 Time 0.620243 +2023-11-19 04:31:10,158 - Epoch: [19][ 200/12168] Overall Loss 0.012368 Objective Loss 0.000000 Distill Loss 0.012368 LR 0.000250 Time 0.576916 +2023-11-19 04:32:03,577 - Epoch: [19][ 300/12168] Overall Loss 0.012382 Objective Loss 0.000000 Distill Loss 0.012382 LR 0.000250 Time 0.562663 +2023-11-19 04:32:57,002 - Epoch: [19][ 400/12168] Overall Loss 0.012383 Objective Loss 0.000000 Distill Loss 0.012383 LR 0.000250 Time 0.555553 +2023-11-19 04:33:50,538 - Epoch: [19][ 500/12168] Overall Loss 0.012383 Objective Loss 0.000000 Distill Loss 0.012383 LR 0.000250 Time 0.551508 +2023-11-19 04:34:43,972 - Epoch: [19][ 600/12168] Overall Loss 0.012377 Objective Loss 0.000000 Distill Loss 0.012377 LR 0.000250 Time 0.548640 +2023-11-19 04:35:37,463 - Epoch: [19][ 700/12168] Overall Loss 0.012380 Objective Loss 0.000000 Distill Loss 0.012380 LR 0.000250 Time 0.546674 +2023-11-19 04:36:30,813 - Epoch: [19][ 800/12168] Overall Loss 0.012380 Objective Loss 0.000000 Distill Loss 0.012380 LR 0.000250 Time 0.545023 +2023-11-19 04:37:24,277 - Epoch: [19][ 900/12168] Overall Loss 0.012383 Objective Loss 0.000000 Distill Loss 0.012383 LR 0.000250 Time 0.543866 +2023-11-19 04:38:17,709 - Epoch: [19][ 1000/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.542908 +2023-11-19 04:39:11,085 - Epoch: [19][ 1100/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.542073 +2023-11-19 04:40:04,473 - Epoch: [19][ 1200/12168] Overall Loss 0.012381 Objective Loss 0.000000 Distill Loss 0.012381 LR 0.000250 Time 0.541387 +2023-11-19 04:40:57,800 - Epoch: [19][ 1300/12168] Overall Loss 0.012379 Objective Loss 0.000000 Distill Loss 0.012379 LR 0.000250 Time 0.540761 +2023-11-19 04:41:51,181 - Epoch: [19][ 1400/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.540261 +2023-11-19 04:42:44,699 - Epoch: [19][ 1500/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.539920 +2023-11-19 04:43:38,174 - Epoch: [19][ 1600/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.539595 +2023-11-19 04:44:31,581 - Epoch: [19][ 1700/12168] Overall Loss 0.012391 Objective Loss 0.000000 Distill Loss 0.012391 LR 0.000250 Time 0.539268 +2023-11-19 04:45:24,965 - Epoch: [19][ 1800/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.538965 +2023-11-19 04:46:18,349 - Epoch: [19][ 1900/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.538693 +2023-11-19 04:47:11,886 - Epoch: [19][ 2000/12168] Overall Loss 0.012392 Objective Loss 0.000000 Distill Loss 0.012392 LR 0.000250 Time 0.538525 +2023-11-19 04:48:05,211 - Epoch: [19][ 2100/12168] Overall Loss 0.012394 Objective Loss 0.000000 Distill Loss 0.012394 LR 0.000250 Time 0.538273 +2023-11-19 04:48:58,607 - Epoch: [19][ 2200/12168] Overall Loss 0.012397 Objective Loss 0.000000 Distill Loss 0.012397 LR 0.000250 Time 0.538075 +2023-11-19 04:49:51,965 - Epoch: [19][ 2300/12168] Overall Loss 0.012393 Objective Loss 0.000000 Distill Loss 0.012393 LR 0.000250 Time 0.537878 +2023-11-19 04:50:45,400 - Epoch: [19][ 2400/12168] Overall Loss 0.012390 Objective Loss 0.000000 Distill Loss 0.012390 LR 0.000250 Time 0.537730 +2023-11-19 04:51:38,766 - Epoch: [19][ 2500/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.537566 +2023-11-19 04:52:32,235 - Epoch: [19][ 2600/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.537454 +2023-11-19 04:53:25,666 - Epoch: [19][ 2700/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.537336 +2023-11-19 04:54:19,065 - Epoch: [19][ 2800/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.537216 +2023-11-19 04:55:12,437 - Epoch: [19][ 2900/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.537094 +2023-11-19 04:56:05,914 - Epoch: [19][ 3000/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.537015 +2023-11-19 04:56:59,388 - Epoch: [19][ 3100/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.536941 +2023-11-19 04:57:52,853 - Epoch: [19][ 3200/12168] Overall Loss 0.012382 Objective Loss 0.000000 Distill Loss 0.012382 LR 0.000250 Time 0.536868 +2023-11-19 04:58:46,265 - Epoch: [19][ 3300/12168] Overall Loss 0.012382 Objective Loss 0.000000 Distill Loss 0.012382 LR 0.000250 Time 0.536784 +2023-11-19 04:59:39,650 - Epoch: [19][ 3400/12168] Overall Loss 0.012382 Objective Loss 0.000000 Distill Loss 0.012382 LR 0.000250 Time 0.536697 +2023-11-19 05:00:33,141 - Epoch: [19][ 3500/12168] Overall Loss 0.012382 Objective Loss 0.000000 Distill Loss 0.012382 LR 0.000250 Time 0.536645 +2023-11-19 05:01:26,614 - Epoch: [19][ 3600/12168] Overall Loss 0.012380 Objective Loss 0.000000 Distill Loss 0.012380 LR 0.000250 Time 0.536591 +2023-11-19 05:02:19,970 - Epoch: [19][ 3700/12168] Overall Loss 0.012381 Objective Loss 0.000000 Distill Loss 0.012381 LR 0.000250 Time 0.536508 +2023-11-19 05:03:13,464 - Epoch: [19][ 3800/12168] Overall Loss 0.012383 Objective Loss 0.000000 Distill Loss 0.012383 LR 0.000250 Time 0.536466 +2023-11-19 05:04:06,811 - Epoch: [19][ 3900/12168] Overall Loss 0.012383 Objective Loss 0.000000 Distill Loss 0.012383 LR 0.000250 Time 0.536388 +2023-11-19 05:05:00,253 - Epoch: [19][ 4000/12168] Overall Loss 0.012383 Objective Loss 0.000000 Distill Loss 0.012383 LR 0.000250 Time 0.536338 +2023-11-19 05:05:53,619 - Epoch: [19][ 4100/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.536272 +2023-11-19 05:06:47,083 - Epoch: [19][ 4200/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.536232 +2023-11-19 05:07:40,536 - Epoch: [19][ 4300/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.536192 +2023-11-19 05:08:34,013 - Epoch: [19][ 4400/12168] Overall Loss 0.012383 Objective Loss 0.000000 Distill Loss 0.012383 LR 0.000250 Time 0.536159 +2023-11-19 05:09:27,371 - Epoch: [19][ 4500/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.536101 +2023-11-19 05:10:20,754 - Epoch: [19][ 4600/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.536051 +2023-11-19 05:11:14,254 - Epoch: [19][ 4700/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.536028 +2023-11-19 05:12:07,622 - Epoch: [19][ 4800/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.535978 +2023-11-19 05:13:01,017 - Epoch: [19][ 4900/12168] Overall Loss 0.012384 Objective Loss 0.000000 Distill Loss 0.012384 LR 0.000250 Time 0.535936 +2023-11-19 05:13:54,534 - Epoch: [19][ 5000/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.535920 +2023-11-19 05:14:47,965 - Epoch: [19][ 5100/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.535888 +2023-11-19 05:15:41,410 - Epoch: [19][ 5200/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535860 +2023-11-19 05:16:34,800 - Epoch: [19][ 5300/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535822 +2023-11-19 05:17:28,131 - Epoch: [19][ 5400/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535775 +2023-11-19 05:18:21,463 - Epoch: [19][ 5500/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535729 +2023-11-19 05:19:14,864 - Epoch: [19][ 5600/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535698 +2023-11-19 05:20:08,265 - Epoch: [19][ 5700/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535668 +2023-11-19 05:21:01,647 - Epoch: [19][ 5800/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535636 +2023-11-19 05:21:55,047 - Epoch: [19][ 5900/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535607 +2023-11-19 05:22:48,385 - Epoch: [19][ 6000/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535570 +2023-11-19 05:23:41,822 - Epoch: [19][ 6100/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535549 +2023-11-19 05:24:35,261 - Epoch: [19][ 6200/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535530 +2023-11-19 05:25:28,693 - Epoch: [19][ 6300/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.535511 +2023-11-19 05:26:22,187 - Epoch: [19][ 6400/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.535501 +2023-11-19 05:27:15,686 - Epoch: [19][ 6500/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535493 +2023-11-19 05:28:09,068 - Epoch: [19][ 6600/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535467 +2023-11-19 05:29:02,607 - Epoch: [19][ 6700/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535465 +2023-11-19 05:29:56,037 - Epoch: [19][ 6800/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535447 +2023-11-19 05:30:49,401 - Epoch: [19][ 6900/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535421 +2023-11-19 05:31:42,788 - Epoch: [19][ 7000/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.535398 +2023-11-19 05:32:36,245 - Epoch: [19][ 7100/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.535386 +2023-11-19 05:33:29,762 - Epoch: [19][ 7200/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535383 +2023-11-19 05:34:23,204 - Epoch: [19][ 7300/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535369 +2023-11-19 05:35:16,588 - Epoch: [19][ 7400/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535348 +2023-11-19 05:36:09,940 - Epoch: [19][ 7500/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535323 +2023-11-19 05:37:03,442 - Epoch: [19][ 7600/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535319 +2023-11-19 05:37:56,839 - Epoch: [19][ 7700/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535301 +2023-11-19 05:38:50,197 - Epoch: [19][ 7800/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535278 +2023-11-19 05:39:43,642 - Epoch: [19][ 7900/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535267 +2023-11-19 05:40:37,015 - Epoch: [19][ 8000/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535248 +2023-11-19 05:41:30,406 - Epoch: [19][ 8100/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535231 +2023-11-19 05:42:23,919 - Epoch: [19][ 8200/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535229 +2023-11-19 05:43:17,417 - Epoch: [19][ 8300/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535226 +2023-11-19 05:44:10,933 - Epoch: [19][ 8400/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535225 +2023-11-19 05:45:04,457 - Epoch: [19][ 8500/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535224 +2023-11-19 05:45:57,894 - Epoch: [19][ 8600/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535214 +2023-11-19 05:46:51,299 - Epoch: [19][ 8700/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535200 +2023-11-19 05:47:44,698 - Epoch: [19][ 8800/12168] Overall Loss 0.012385 Objective Loss 0.000000 Distill Loss 0.012385 LR 0.000250 Time 0.535186 +2023-11-19 05:48:38,142 - Epoch: [19][ 8900/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535177 +2023-11-19 05:49:31,640 - Epoch: [19][ 9000/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535175 +2023-11-19 05:50:25,068 - Epoch: [19][ 9100/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535165 +2023-11-19 05:51:18,492 - Epoch: [19][ 9200/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535154 +2023-11-19 05:52:12,016 - Epoch: [19][ 9300/12168] Overall Loss 0.012386 Objective Loss 0.000000 Distill Loss 0.012386 LR 0.000250 Time 0.535155 +2023-11-19 05:53:05,446 - Epoch: [19][ 9400/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535145 +2023-11-19 05:53:58,949 - Epoch: [19][ 9500/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535144 +2023-11-19 05:54:52,354 - Epoch: [19][ 9600/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535132 +2023-11-19 05:55:45,668 - Epoch: [19][ 9700/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535111 +2023-11-19 05:56:39,074 - Epoch: [19][ 9800/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535100 +2023-11-19 05:57:32,500 - Epoch: [19][ 9900/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535091 +2023-11-19 05:58:25,915 - Epoch: [19][10000/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535081 +2023-11-19 05:59:19,400 - Epoch: [19][10100/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535079 +2023-11-19 06:00:12,823 - Epoch: [19][10200/12168] Overall Loss 0.012387 Objective Loss 0.000000 Distill Loss 0.012387 LR 0.000250 Time 0.535070 +2023-11-19 06:01:06,281 - Epoch: [19][10300/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535065 +2023-11-19 06:01:59,748 - Epoch: [19][10400/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.535061 +2023-11-19 06:02:53,208 - Epoch: [19][10500/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535056 +2023-11-19 06:03:46,577 - Epoch: [19][10600/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535043 +2023-11-19 06:04:39,985 - Epoch: [19][10700/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535034 +2023-11-19 06:05:33,445 - Epoch: [19][10800/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.535030 +2023-11-19 06:06:26,838 - Epoch: [19][10900/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535019 +2023-11-19 06:07:20,290 - Epoch: [19][11000/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.535014 +2023-11-19 06:08:13,710 - Epoch: [19][11100/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.535007 +2023-11-19 06:09:07,153 - Epoch: [19][11200/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.535001 +2023-11-19 06:10:00,555 - Epoch: [19][11300/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.534992 +2023-11-19 06:10:53,941 - Epoch: [19][11400/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.534982 +2023-11-19 06:11:47,342 - Epoch: [19][11500/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.534973 +2023-11-19 06:12:40,693 - Epoch: [19][11600/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.534960 +2023-11-19 06:13:34,177 - Epoch: [19][11700/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.534959 +2023-11-19 06:14:27,690 - Epoch: [19][11800/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.534960 +2023-11-19 06:15:21,244 - Epoch: [19][11900/12168] Overall Loss 0.012389 Objective Loss 0.000000 Distill Loss 0.012389 LR 0.000250 Time 0.534965 +2023-11-19 06:16:14,738 - Epoch: [19][12000/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.534964 +2023-11-19 06:17:08,154 - Epoch: [19][12100/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.534957 +2023-11-19 06:17:44,427 - Epoch: [19][12168/12168] Overall Loss 0.012388 Objective Loss 0.000000 Distill Loss 0.012388 LR 0.000250 Time 0.534949 +2023-11-19 06:17:44,771 - --- validate (epoch=19)----------- +2023-11-19 06:17:44,772 - 167951 samples (256 per mini-batch) +2023-11-19 06:18:34,622 - Epoch: [19][ 100/ 657] Loss 0.000000 Overall Loss 0.013081 +2023-11-19 06:19:22,124 - Epoch: [19][ 200/ 657] Loss 0.000000 Overall Loss 0.013080 +2023-11-19 06:20:09,660 - Epoch: [19][ 300/ 657] Loss 0.000000 Overall Loss 0.013083 +2023-11-19 06:20:57,146 - Epoch: [19][ 400/ 657] Loss 0.000000 Overall Loss 0.013075 +2023-11-19 06:21:44,649 - Epoch: [19][ 500/ 657] Loss 0.000000 Overall Loss 0.013074 +2023-11-19 06:22:32,163 - Epoch: [19][ 600/ 657] Loss 0.000000 Overall Loss 0.013064 +2023-11-19 06:22:58,816 - Epoch: [19][ 657/ 657] Loss 0.000000 Overall Loss 0.013069 +2023-11-19 06:22:59,013 - ==> Overall Loss: 0.013 + +2023-11-19 06:22:59,015 - ==> Best [Overall Loss: 0.013069 on epoch: 19] +2023-11-19 06:22:59,016 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 06:22:59,045 - + +2023-11-19 06:22:59,045 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 06:24:02,649 - Epoch: [20][ 100/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.636001 +2023-11-19 06:24:56,053 - Epoch: [20][ 200/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.585006 +2023-11-19 06:25:49,507 - Epoch: [20][ 300/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.568173 +2023-11-19 06:26:42,914 - Epoch: [20][ 400/12168] Overall Loss 0.012293 Objective Loss 0.000000 Distill Loss 0.012293 LR 0.000125 Time 0.559640 +2023-11-19 06:27:36,383 - Epoch: [20][ 500/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.554643 +2023-11-19 06:28:29,780 - Epoch: [20][ 600/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.551191 +2023-11-19 06:29:23,242 - Epoch: [20][ 700/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.548819 +2023-11-19 06:30:16,708 - Epoch: [20][ 800/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.547045 +2023-11-19 06:31:10,059 - Epoch: [20][ 900/12168] Overall Loss 0.012286 Objective Loss 0.000000 Distill Loss 0.012286 LR 0.000125 Time 0.545538 +2023-11-19 06:32:03,426 - Epoch: [20][ 1000/12168] Overall Loss 0.012292 Objective Loss 0.000000 Distill Loss 0.012292 LR 0.000125 Time 0.544347 +2023-11-19 06:32:56,827 - Epoch: [20][ 1100/12168] Overall Loss 0.012294 Objective Loss 0.000000 Distill Loss 0.012294 LR 0.000125 Time 0.543405 +2023-11-19 06:33:50,390 - Epoch: [20][ 1200/12168] Overall Loss 0.012292 Objective Loss 0.000000 Distill Loss 0.012292 LR 0.000125 Time 0.542754 +2023-11-19 06:34:43,782 - Epoch: [20][ 1300/12168] Overall Loss 0.012289 Objective Loss 0.000000 Distill Loss 0.012289 LR 0.000125 Time 0.542072 +2023-11-19 06:35:37,177 - Epoch: [20][ 1400/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.541490 +2023-11-19 06:36:30,653 - Epoch: [20][ 1500/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.541039 +2023-11-19 06:37:24,037 - Epoch: [20][ 1600/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.540586 +2023-11-19 06:38:17,429 - Epoch: [20][ 1700/12168] Overall Loss 0.012302 Objective Loss 0.000000 Distill Loss 0.012302 LR 0.000125 Time 0.540193 +2023-11-19 06:39:10,756 - Epoch: [20][ 1800/12168] Overall Loss 0.012304 Objective Loss 0.000000 Distill Loss 0.012304 LR 0.000125 Time 0.539806 +2023-11-19 06:40:04,175 - Epoch: [20][ 1900/12168] Overall Loss 0.012307 Objective Loss 0.000000 Distill Loss 0.012307 LR 0.000125 Time 0.539509 +2023-11-19 06:40:57,487 - Epoch: [20][ 2000/12168] Overall Loss 0.012306 Objective Loss 0.000000 Distill Loss 0.012306 LR 0.000125 Time 0.539188 +2023-11-19 06:41:50,908 - Epoch: [20][ 2100/12168] Overall Loss 0.012308 Objective Loss 0.000000 Distill Loss 0.012308 LR 0.000125 Time 0.538949 +2023-11-19 06:42:44,321 - Epoch: [20][ 2200/12168] Overall Loss 0.012308 Objective Loss 0.000000 Distill Loss 0.012308 LR 0.000125 Time 0.538729 +2023-11-19 06:43:37,733 - Epoch: [20][ 2300/12168] Overall Loss 0.012305 Objective Loss 0.000000 Distill Loss 0.012305 LR 0.000125 Time 0.538527 +2023-11-19 06:44:31,064 - Epoch: [20][ 2400/12168] Overall Loss 0.012304 Objective Loss 0.000000 Distill Loss 0.012304 LR 0.000125 Time 0.538308 +2023-11-19 06:45:24,502 - Epoch: [20][ 2500/12168] Overall Loss 0.012304 Objective Loss 0.000000 Distill Loss 0.012304 LR 0.000125 Time 0.538149 +2023-11-19 06:46:17,893 - Epoch: [20][ 2600/12168] Overall Loss 0.012302 Objective Loss 0.000000 Distill Loss 0.012302 LR 0.000125 Time 0.537985 +2023-11-19 06:47:11,361 - Epoch: [20][ 2700/12168] Overall Loss 0.012303 Objective Loss 0.000000 Distill Loss 0.012303 LR 0.000125 Time 0.537861 +2023-11-19 06:48:04,733 - Epoch: [20][ 2800/12168] Overall Loss 0.012304 Objective Loss 0.000000 Distill Loss 0.012304 LR 0.000125 Time 0.537712 +2023-11-19 06:48:58,143 - Epoch: [20][ 2900/12168] Overall Loss 0.012306 Objective Loss 0.000000 Distill Loss 0.012306 LR 0.000125 Time 0.537587 +2023-11-19 06:49:51,502 - Epoch: [20][ 3000/12168] Overall Loss 0.012304 Objective Loss 0.000000 Distill Loss 0.012304 LR 0.000125 Time 0.537452 +2023-11-19 06:50:44,839 - Epoch: [20][ 3100/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.537320 +2023-11-19 06:51:38,251 - Epoch: [20][ 3200/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.537219 +2023-11-19 06:52:31,598 - Epoch: [20][ 3300/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.537104 +2023-11-19 06:53:24,955 - Epoch: [20][ 3400/12168] Overall Loss 0.012302 Objective Loss 0.000000 Distill Loss 0.012302 LR 0.000125 Time 0.536999 +2023-11-19 06:54:18,363 - Epoch: [20][ 3500/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.536915 +2023-11-19 06:55:11,780 - Epoch: [20][ 3600/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.536838 +2023-11-19 06:56:05,247 - Epoch: [20][ 3700/12168] Overall Loss 0.012300 Objective Loss 0.000000 Distill Loss 0.012300 LR 0.000125 Time 0.536778 +2023-11-19 06:56:58,737 - Epoch: [20][ 3800/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.536728 +2023-11-19 06:57:52,136 - Epoch: [20][ 3900/12168] Overall Loss 0.012301 Objective Loss 0.000000 Distill Loss 0.012301 LR 0.000125 Time 0.536657 +2023-11-19 06:58:45,480 - Epoch: [20][ 4000/12168] Overall Loss 0.012300 Objective Loss 0.000000 Distill Loss 0.012300 LR 0.000125 Time 0.536575 +2023-11-19 06:59:38,914 - Epoch: [20][ 4100/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.536520 +2023-11-19 07:00:32,570 - Epoch: [20][ 4200/12168] Overall Loss 0.012300 Objective Loss 0.000000 Distill Loss 0.012300 LR 0.000125 Time 0.536520 +2023-11-19 07:01:26,030 - Epoch: [20][ 4300/12168] Overall Loss 0.012300 Objective Loss 0.000000 Distill Loss 0.012300 LR 0.000125 Time 0.536475 +2023-11-19 07:02:19,430 - Epoch: [20][ 4400/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.536418 +2023-11-19 07:03:12,761 - Epoch: [20][ 4500/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.536348 +2023-11-19 07:04:06,205 - Epoch: [20][ 4600/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.536306 +2023-11-19 07:04:59,557 - Epoch: [20][ 4700/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.536246 +2023-11-19 07:05:52,985 - Epoch: [20][ 4800/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.536204 +2023-11-19 07:06:46,533 - Epoch: [20][ 4900/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.536189 +2023-11-19 07:07:39,914 - Epoch: [20][ 5000/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.536140 +2023-11-19 07:08:33,385 - Epoch: [20][ 5100/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.536112 +2023-11-19 07:09:26,837 - Epoch: [20][ 5200/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.536081 +2023-11-19 07:10:20,217 - Epoch: [20][ 5300/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.536037 +2023-11-19 07:11:13,586 - Epoch: [20][ 5400/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535993 +2023-11-19 07:12:07,056 - Epoch: [20][ 5500/12168] Overall Loss 0.012300 Objective Loss 0.000000 Distill Loss 0.012300 LR 0.000125 Time 0.535969 +2023-11-19 07:13:00,508 - Epoch: [20][ 5600/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535942 +2023-11-19 07:13:53,930 - Epoch: [20][ 5700/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535912 +2023-11-19 07:14:47,262 - Epoch: [20][ 5800/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535866 +2023-11-19 07:15:40,753 - Epoch: [20][ 5900/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535849 +2023-11-19 07:16:34,285 - Epoch: [20][ 6000/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535840 +2023-11-19 07:17:27,683 - Epoch: [20][ 6100/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535809 +2023-11-19 07:18:21,086 - Epoch: [20][ 6200/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535780 +2023-11-19 07:19:14,609 - Epoch: [20][ 6300/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535771 +2023-11-19 07:20:08,118 - Epoch: [20][ 6400/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535759 +2023-11-19 07:21:01,701 - Epoch: [20][ 6500/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535760 +2023-11-19 07:21:55,087 - Epoch: [20][ 6600/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535731 +2023-11-19 07:22:48,481 - Epoch: [20][ 6700/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535704 +2023-11-19 07:23:41,940 - Epoch: [20][ 6800/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535687 +2023-11-19 07:24:35,306 - Epoch: [20][ 6900/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535657 +2023-11-19 07:25:28,752 - Epoch: [20][ 7000/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.535639 +2023-11-19 07:26:22,159 - Epoch: [20][ 7100/12168] Overall Loss 0.012294 Objective Loss 0.000000 Distill Loss 0.012294 LR 0.000125 Time 0.535617 +2023-11-19 07:27:15,614 - Epoch: [20][ 7200/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.535601 +2023-11-19 07:28:09,087 - Epoch: [20][ 7300/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.535589 +2023-11-19 07:29:02,555 - Epoch: [20][ 7400/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.535576 +2023-11-19 07:29:56,105 - Epoch: [20][ 7500/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.535575 +2023-11-19 07:30:49,606 - Epoch: [20][ 7600/12168] Overall Loss 0.012295 Objective Loss 0.000000 Distill Loss 0.012295 LR 0.000125 Time 0.535567 +2023-11-19 07:31:43,076 - Epoch: [20][ 7700/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535555 +2023-11-19 07:32:36,670 - Epoch: [20][ 7800/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535560 +2023-11-19 07:33:30,098 - Epoch: [20][ 7900/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535543 +2023-11-19 07:34:23,591 - Epoch: [20][ 8000/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535535 +2023-11-19 07:35:17,017 - Epoch: [20][ 8100/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535519 +2023-11-19 07:36:10,491 - Epoch: [20][ 8200/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535509 +2023-11-19 07:37:03,989 - Epoch: [20][ 8300/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535502 +2023-11-19 07:37:57,461 - Epoch: [20][ 8400/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535492 +2023-11-19 07:38:50,902 - Epoch: [20][ 8500/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535479 +2023-11-19 07:39:44,378 - Epoch: [20][ 8600/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535471 +2023-11-19 07:40:37,855 - Epoch: [20][ 8700/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535462 +2023-11-19 07:41:31,276 - Epoch: [20][ 8800/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535447 +2023-11-19 07:42:24,749 - Epoch: [20][ 8900/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535439 +2023-11-19 07:43:18,294 - Epoch: [20][ 9000/12168] Overall Loss 0.012296 Objective Loss 0.000000 Distill Loss 0.012296 LR 0.000125 Time 0.535439 +2023-11-19 07:44:11,645 - Epoch: [20][ 9100/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535417 +2023-11-19 07:45:05,053 - Epoch: [20][ 9200/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535402 +2023-11-19 07:45:58,553 - Epoch: [20][ 9300/12168] Overall Loss 0.012297 Objective Loss 0.000000 Distill Loss 0.012297 LR 0.000125 Time 0.535398 +2023-11-19 07:46:52,027 - Epoch: [20][ 9400/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535390 +2023-11-19 07:47:45,412 - Epoch: [20][ 9500/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535374 +2023-11-19 07:48:38,942 - Epoch: [20][ 9600/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535373 +2023-11-19 07:49:32,503 - Epoch: [20][ 9700/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535375 +2023-11-19 07:50:25,999 - Epoch: [20][ 9800/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535370 +2023-11-19 07:51:19,378 - Epoch: [20][ 9900/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535354 +2023-11-19 07:52:12,827 - Epoch: [20][10000/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535345 +2023-11-19 07:53:06,176 - Epoch: [20][10100/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535326 +2023-11-19 07:53:59,637 - Epoch: [20][10200/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535319 +2023-11-19 07:54:53,124 - Epoch: [20][10300/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535314 +2023-11-19 07:55:46,618 - Epoch: [20][10400/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535310 +2023-11-19 07:56:40,052 - Epoch: [20][10500/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535301 +2023-11-19 07:57:33,507 - Epoch: [20][10600/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535293 +2023-11-19 07:58:26,911 - Epoch: [20][10700/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535281 +2023-11-19 07:59:20,342 - Epoch: [20][10800/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535272 +2023-11-19 08:00:13,776 - Epoch: [20][10900/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535263 +2023-11-19 08:01:07,199 - Epoch: [20][11000/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535253 +2023-11-19 08:02:00,629 - Epoch: [20][11100/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535245 +2023-11-19 08:02:54,094 - Epoch: [20][11200/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535239 +2023-11-19 08:03:47,569 - Epoch: [20][11300/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535234 +2023-11-19 08:04:41,074 - Epoch: [20][11400/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535232 +2023-11-19 08:05:34,442 - Epoch: [20][11500/12168] Overall Loss 0.012298 Objective Loss 0.000000 Distill Loss 0.012298 LR 0.000125 Time 0.535219 +2023-11-19 08:06:27,818 - Epoch: [20][11600/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535206 +2023-11-19 08:07:21,252 - Epoch: [20][11700/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535198 +2023-11-19 08:08:14,779 - Epoch: [20][11800/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535198 +2023-11-19 08:09:08,242 - Epoch: [20][11900/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535193 +2023-11-19 08:10:01,658 - Epoch: [20][12000/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535184 +2023-11-19 08:10:55,114 - Epoch: [20][12100/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535179 +2023-11-19 08:11:31,385 - Epoch: [20][12168/12168] Overall Loss 0.012299 Objective Loss 0.000000 Distill Loss 0.012299 LR 0.000125 Time 0.535169 +2023-11-19 08:11:31,733 - --- validate (epoch=20)----------- +2023-11-19 08:11:31,733 - 167951 samples (256 per mini-batch) +2023-11-19 08:12:21,894 - Epoch: [20][ 100/ 657] Loss 0.000000 Overall Loss 0.012951 +2023-11-19 08:13:09,405 - Epoch: [20][ 200/ 657] Loss 0.000000 Overall Loss 0.012981 +2023-11-19 08:13:56,872 - Epoch: [20][ 300/ 657] Loss 0.000000 Overall Loss 0.012974 +2023-11-19 08:14:44,400 - Epoch: [20][ 400/ 657] Loss 0.000000 Overall Loss 0.012980 +2023-11-19 08:15:31,886 - Epoch: [20][ 500/ 657] Loss 0.000000 Overall Loss 0.012981 +2023-11-19 08:16:19,405 - Epoch: [20][ 600/ 657] Loss 0.000000 Overall Loss 0.012988 +2023-11-19 08:16:46,052 - Epoch: [20][ 657/ 657] Loss 0.000000 Overall Loss 0.012990 +2023-11-19 08:16:46,254 - ==> Overall Loss: 0.013 + +2023-11-19 08:16:46,256 - ==> Best [Overall Loss: 0.012990 on epoch: 20] +2023-11-19 08:16:46,256 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 08:16:46,285 - + +2023-11-19 08:16:46,286 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 08:17:48,737 - Epoch: [21][ 100/12168] Overall Loss 0.012229 Objective Loss 0.000000 Distill Loss 0.012229 LR 0.000125 Time 0.624477 +2023-11-19 08:18:42,139 - Epoch: [21][ 200/12168] Overall Loss 0.012252 Objective Loss 0.000000 Distill Loss 0.012252 LR 0.000125 Time 0.579228 +2023-11-19 08:19:35,612 - Epoch: [21][ 300/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.564387 +2023-11-19 08:20:29,010 - Epoch: [21][ 400/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.556776 +2023-11-19 08:21:22,414 - Epoch: [21][ 500/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.552223 +2023-11-19 08:22:15,849 - Epoch: [21][ 600/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.549237 +2023-11-19 08:23:09,263 - Epoch: [21][ 700/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.547076 +2023-11-19 08:24:02,626 - Epoch: [21][ 800/12168] Overall Loss 0.012264 Objective Loss 0.000000 Distill Loss 0.012264 LR 0.000125 Time 0.545392 +2023-11-19 08:24:55,957 - Epoch: [21][ 900/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.544046 +2023-11-19 08:25:49,374 - Epoch: [21][ 1000/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.543055 +2023-11-19 08:26:42,791 - Epoch: [21][ 1100/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.542244 +2023-11-19 08:27:36,294 - Epoch: [21][ 1200/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.541640 +2023-11-19 08:28:29,704 - Epoch: [21][ 1300/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.541057 +2023-11-19 08:29:23,221 - Epoch: [21][ 1400/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.540634 +2023-11-19 08:30:16,701 - Epoch: [21][ 1500/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.540244 +2023-11-19 08:31:10,165 - Epoch: [21][ 1600/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.539891 +2023-11-19 08:32:03,595 - Epoch: [21][ 1700/12168] Overall Loss 0.012283 Objective Loss 0.000000 Distill Loss 0.012283 LR 0.000125 Time 0.539560 +2023-11-19 08:32:57,138 - Epoch: [21][ 1800/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.539328 +2023-11-19 08:33:50,604 - Epoch: [21][ 1900/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.539081 +2023-11-19 08:34:44,045 - Epoch: [21][ 2000/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.538846 +2023-11-19 08:35:37,488 - Epoch: [21][ 2100/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.538634 +2023-11-19 08:36:30,941 - Epoch: [21][ 2200/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.538446 +2023-11-19 08:37:24,341 - Epoch: [21][ 2300/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.538252 +2023-11-19 08:38:17,803 - Epoch: [21][ 2400/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.538099 +2023-11-19 08:39:11,227 - Epoch: [21][ 2500/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.537943 +2023-11-19 08:40:04,634 - Epoch: [21][ 2600/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.537793 +2023-11-19 08:40:58,064 - Epoch: [21][ 2700/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.537662 +2023-11-19 08:41:51,450 - Epoch: [21][ 2800/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.537525 +2023-11-19 08:42:44,869 - Epoch: [21][ 2900/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.537409 +2023-11-19 08:43:38,290 - Epoch: [21][ 3000/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.537301 +2023-11-19 08:44:31,680 - Epoch: [21][ 3100/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.537191 +2023-11-19 08:45:25,005 - Epoch: [21][ 3200/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.537066 +2023-11-19 08:46:18,401 - Epoch: [21][ 3300/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.536971 +2023-11-19 08:47:11,765 - Epoch: [21][ 3400/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.536872 +2023-11-19 08:48:05,195 - Epoch: [21][ 3500/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.536798 +2023-11-19 08:48:58,682 - Epoch: [21][ 3600/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.536743 +2023-11-19 08:49:52,129 - Epoch: [21][ 3700/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.536681 +2023-11-19 08:50:45,541 - Epoch: [21][ 3800/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.536613 +2023-11-19 08:51:38,914 - Epoch: [21][ 3900/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.536538 +2023-11-19 08:52:32,285 - Epoch: [21][ 4000/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.536467 +2023-11-19 08:53:25,696 - Epoch: [21][ 4100/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.536408 +2023-11-19 08:54:19,074 - Epoch: [21][ 4200/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.536345 +2023-11-19 08:55:12,452 - Epoch: [21][ 4300/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.536284 +2023-11-19 08:56:05,923 - Epoch: [21][ 4400/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.536248 +2023-11-19 08:56:59,302 - Epoch: [21][ 4500/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.536192 +2023-11-19 08:57:52,724 - Epoch: [21][ 4600/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.536149 +2023-11-19 08:58:46,053 - Epoch: [21][ 4700/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.536088 +2023-11-19 08:59:39,429 - Epoch: [21][ 4800/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.536038 +2023-11-19 09:00:32,909 - Epoch: [21][ 4900/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.536012 +2023-11-19 09:01:26,406 - Epoch: [21][ 5000/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.535991 +2023-11-19 09:02:19,890 - Epoch: [21][ 5100/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.535968 +2023-11-19 09:03:13,312 - Epoch: [21][ 5200/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.535933 +2023-11-19 09:04:06,661 - Epoch: [21][ 5300/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.535887 +2023-11-19 09:05:00,145 - Epoch: [21][ 5400/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.535867 +2023-11-19 09:05:53,558 - Epoch: [21][ 5500/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.535834 +2023-11-19 09:06:46,922 - Epoch: [21][ 5600/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.535795 +2023-11-19 09:07:40,427 - Epoch: [21][ 5700/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.535781 +2023-11-19 09:08:33,910 - Epoch: [21][ 5800/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.535764 +2023-11-19 09:09:27,372 - Epoch: [21][ 5900/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.535744 +2023-11-19 09:10:20,757 - Epoch: [21][ 6000/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535712 +2023-11-19 09:11:14,185 - Epoch: [21][ 6100/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535688 +2023-11-19 09:12:07,622 - Epoch: [21][ 6200/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535666 +2023-11-19 09:13:01,053 - Epoch: [21][ 6300/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535644 +2023-11-19 09:13:54,516 - Epoch: [21][ 6400/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535628 +2023-11-19 09:14:47,926 - Epoch: [21][ 6500/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535604 +2023-11-19 09:15:41,321 - Epoch: [21][ 6600/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535578 +2023-11-19 09:16:34,716 - Epoch: [21][ 6700/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535553 +2023-11-19 09:17:28,145 - Epoch: [21][ 6800/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535534 +2023-11-19 09:18:21,606 - Epoch: [21][ 6900/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.535520 +2023-11-19 09:19:15,025 - Epoch: [21][ 7000/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.535501 +2023-11-19 09:20:08,351 - Epoch: [21][ 7100/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.535469 +2023-11-19 09:21:01,761 - Epoch: [21][ 7200/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.535449 +2023-11-19 09:21:55,130 - Epoch: [21][ 7300/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.535425 +2023-11-19 09:22:48,570 - Epoch: [21][ 7400/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535411 +2023-11-19 09:23:42,034 - Epoch: [21][ 7500/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.535400 +2023-11-19 09:24:35,473 - Epoch: [21][ 7600/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535386 +2023-11-19 09:25:28,957 - Epoch: [21][ 7700/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535379 +2023-11-19 09:26:22,369 - Epoch: [21][ 7800/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535362 +2023-11-19 09:27:15,759 - Epoch: [21][ 7900/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535343 +2023-11-19 09:28:09,249 - Epoch: [21][ 8000/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535337 +2023-11-19 09:29:02,709 - Epoch: [21][ 8100/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.535328 +2023-11-19 09:29:56,211 - Epoch: [21][ 8200/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535324 +2023-11-19 09:30:49,653 - Epoch: [21][ 8300/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535312 +2023-11-19 09:31:43,089 - Epoch: [21][ 8400/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535300 +2023-11-19 09:32:36,493 - Epoch: [21][ 8500/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535285 +2023-11-19 09:33:29,939 - Epoch: [21][ 8600/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535275 +2023-11-19 09:34:23,386 - Epoch: [21][ 8700/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535266 +2023-11-19 09:35:16,872 - Epoch: [21][ 8800/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535261 +2023-11-19 09:36:10,265 - Epoch: [21][ 8900/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535245 +2023-11-19 09:37:03,693 - Epoch: [21][ 9000/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.535234 +2023-11-19 09:37:57,090 - Epoch: [21][ 9100/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535220 +2023-11-19 09:38:50,505 - Epoch: [21][ 9200/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535208 +2023-11-19 09:39:43,933 - Epoch: [21][ 9300/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535198 +2023-11-19 09:40:37,417 - Epoch: [21][ 9400/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535193 +2023-11-19 09:41:30,860 - Epoch: [21][ 9500/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535185 +2023-11-19 09:42:24,317 - Epoch: [21][ 9600/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535178 +2023-11-19 09:43:17,758 - Epoch: [21][ 9700/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535170 +2023-11-19 09:44:11,198 - Epoch: [21][ 9800/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535162 +2023-11-19 09:45:04,652 - Epoch: [21][ 9900/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535155 +2023-11-19 09:45:58,089 - Epoch: [21][10000/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.535147 +2023-11-19 09:46:51,527 - Epoch: [21][10100/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535139 +2023-11-19 09:47:44,934 - Epoch: [21][10200/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535128 +2023-11-19 09:48:38,377 - Epoch: [21][10300/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535121 +2023-11-19 09:49:31,805 - Epoch: [21][10400/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535113 +2023-11-19 09:50:25,214 - Epoch: [21][10500/12168] Overall Loss 0.012283 Objective Loss 0.000000 Distill Loss 0.012283 LR 0.000125 Time 0.535103 +2023-11-19 09:51:18,641 - Epoch: [21][10600/12168] Overall Loss 0.012283 Objective Loss 0.000000 Distill Loss 0.012283 LR 0.000125 Time 0.535094 +2023-11-19 09:52:12,108 - Epoch: [21][10700/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535090 +2023-11-19 09:53:05,571 - Epoch: [21][10800/12168] Overall Loss 0.012283 Objective Loss 0.000000 Distill Loss 0.012283 LR 0.000125 Time 0.535086 +2023-11-19 09:53:58,935 - Epoch: [21][10900/12168] Overall Loss 0.012283 Objective Loss 0.000000 Distill Loss 0.012283 LR 0.000125 Time 0.535072 +2023-11-19 09:54:52,345 - Epoch: [21][11000/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.535063 +2023-11-19 09:55:45,849 - Epoch: [21][11100/12168] Overall Loss 0.012283 Objective Loss 0.000000 Distill Loss 0.012283 LR 0.000125 Time 0.535062 +2023-11-19 09:56:39,278 - Epoch: [21][11200/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.535055 +2023-11-19 09:57:32,712 - Epoch: [21][11300/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.535049 +2023-11-19 09:58:26,087 - Epoch: [21][11400/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.535037 +2023-11-19 09:59:19,557 - Epoch: [21][11500/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.535034 +2023-11-19 10:00:12,977 - Epoch: [21][11600/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.535026 +2023-11-19 10:01:06,413 - Epoch: [21][11700/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.535020 +2023-11-19 10:01:59,866 - Epoch: [21][11800/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.535016 +2023-11-19 10:02:53,291 - Epoch: [21][11900/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.535009 +2023-11-19 10:03:46,717 - Epoch: [21][12000/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.535003 +2023-11-19 10:04:40,134 - Epoch: [21][12100/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.534995 +2023-11-19 10:05:16,370 - Epoch: [21][12168/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.534983 +2023-11-19 10:05:16,723 - --- validate (epoch=21)----------- +2023-11-19 10:05:16,723 - 167951 samples (256 per mini-batch) +2023-11-19 10:06:06,610 - Epoch: [21][ 100/ 657] Loss 0.000000 Overall Loss 0.012975 +2023-11-19 10:06:54,135 - Epoch: [21][ 200/ 657] Loss 0.000000 Overall Loss 0.012981 +2023-11-19 10:07:41,671 - Epoch: [21][ 300/ 657] Loss 0.000000 Overall Loss 0.012995 +2023-11-19 10:08:29,169 - Epoch: [21][ 400/ 657] Loss 0.000000 Overall Loss 0.012990 +2023-11-19 10:09:16,676 - Epoch: [21][ 500/ 657] Loss 0.000000 Overall Loss 0.012980 +2023-11-19 10:10:04,184 - Epoch: [21][ 600/ 657] Loss 0.000000 Overall Loss 0.012981 +2023-11-19 10:10:30,827 - Epoch: [21][ 657/ 657] Loss 0.000000 Overall Loss 0.012983 +2023-11-19 10:10:31,015 - ==> Overall Loss: 0.013 + +2023-11-19 10:10:31,017 - ==> Best [Overall Loss: 0.012983 on epoch: 21] +2023-11-19 10:10:31,017 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 10:10:31,045 - + +2023-11-19 10:10:31,045 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 10:11:33,338 - Epoch: [22][ 100/12168] Overall Loss 0.012249 Objective Loss 0.000000 Distill Loss 0.012249 LR 0.000125 Time 0.622887 +2023-11-19 10:12:26,761 - Epoch: [22][ 200/12168] Overall Loss 0.012248 Objective Loss 0.000000 Distill Loss 0.012248 LR 0.000125 Time 0.578540 +2023-11-19 10:13:20,099 - Epoch: [22][ 300/12168] Overall Loss 0.012263 Objective Loss 0.000000 Distill Loss 0.012263 LR 0.000125 Time 0.563475 +2023-11-19 10:14:13,583 - Epoch: [22][ 400/12168] Overall Loss 0.012265 Objective Loss 0.000000 Distill Loss 0.012265 LR 0.000125 Time 0.556308 +2023-11-19 10:15:07,002 - Epoch: [22][ 500/12168] Overall Loss 0.012253 Objective Loss 0.000000 Distill Loss 0.012253 LR 0.000125 Time 0.551878 +2023-11-19 10:16:00,317 - Epoch: [22][ 600/12168] Overall Loss 0.012248 Objective Loss 0.000000 Distill Loss 0.012248 LR 0.000125 Time 0.548752 +2023-11-19 10:16:53,722 - Epoch: [22][ 700/12168] Overall Loss 0.012253 Objective Loss 0.000000 Distill Loss 0.012253 LR 0.000125 Time 0.546647 +2023-11-19 10:17:47,153 - Epoch: [22][ 800/12168] Overall Loss 0.012263 Objective Loss 0.000000 Distill Loss 0.012263 LR 0.000125 Time 0.545100 +2023-11-19 10:18:40,637 - Epoch: [22][ 900/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.543956 +2023-11-19 10:19:34,018 - Epoch: [22][ 1000/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.542939 +2023-11-19 10:20:27,390 - Epoch: [22][ 1100/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.542097 +2023-11-19 10:21:20,749 - Epoch: [22][ 1200/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.541386 +2023-11-19 10:22:14,182 - Epoch: [22][ 1300/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.540840 +2023-11-19 10:23:07,658 - Epoch: [22][ 1400/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.540403 +2023-11-19 10:24:01,000 - Epoch: [22][ 1500/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.539936 +2023-11-19 10:24:54,357 - Epoch: [22][ 1600/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.539536 +2023-11-19 10:25:47,798 - Epoch: [22][ 1700/12168] Overall Loss 0.012287 Objective Loss 0.000000 Distill Loss 0.012287 LR 0.000125 Time 0.539232 +2023-11-19 10:26:41,116 - Epoch: [22][ 1800/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.538894 +2023-11-19 10:27:34,454 - Epoch: [22][ 1900/12168] Overall Loss 0.012283 Objective Loss 0.000000 Distill Loss 0.012283 LR 0.000125 Time 0.538602 +2023-11-19 10:28:27,866 - Epoch: [22][ 2000/12168] Overall Loss 0.012284 Objective Loss 0.000000 Distill Loss 0.012284 LR 0.000125 Time 0.538376 +2023-11-19 10:29:21,397 - Epoch: [22][ 2100/12168] Overall Loss 0.012286 Objective Loss 0.000000 Distill Loss 0.012286 LR 0.000125 Time 0.538229 +2023-11-19 10:30:14,790 - Epoch: [22][ 2200/12168] Overall Loss 0.012285 Objective Loss 0.000000 Distill Loss 0.012285 LR 0.000125 Time 0.538032 +2023-11-19 10:31:08,163 - Epoch: [22][ 2300/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.537843 +2023-11-19 10:32:01,519 - Epoch: [22][ 2400/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.537663 +2023-11-19 10:32:54,868 - Epoch: [22][ 2500/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.537495 +2023-11-19 10:33:48,273 - Epoch: [22][ 2600/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.537362 +2023-11-19 10:34:41,605 - Epoch: [22][ 2700/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.537211 +2023-11-19 10:35:34,980 - Epoch: [22][ 2800/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.537086 +2023-11-19 10:36:28,322 - Epoch: [22][ 2900/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.536958 +2023-11-19 10:37:21,661 - Epoch: [22][ 3000/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.536838 +2023-11-19 10:38:14,985 - Epoch: [22][ 3100/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.536721 +2023-11-19 10:39:08,355 - Epoch: [22][ 3200/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.536626 +2023-11-19 10:40:01,778 - Epoch: [22][ 3300/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.536552 +2023-11-19 10:40:55,141 - Epoch: [22][ 3400/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.536465 +2023-11-19 10:41:48,589 - Epoch: [22][ 3500/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.536407 +2023-11-19 10:42:41,956 - Epoch: [22][ 3600/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.536331 +2023-11-19 10:43:35,381 - Epoch: [22][ 3700/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.536273 +2023-11-19 10:44:28,684 - Epoch: [22][ 3800/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.536187 +2023-11-19 10:45:22,069 - Epoch: [22][ 3900/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.536126 +2023-11-19 10:46:15,559 - Epoch: [22][ 4000/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.536095 +2023-11-19 10:47:08,965 - Epoch: [22][ 4100/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.536044 +2023-11-19 10:48:02,421 - Epoch: [22][ 4200/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.536008 +2023-11-19 10:48:55,832 - Epoch: [22][ 4300/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535963 +2023-11-19 10:49:49,203 - Epoch: [22][ 4400/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535911 +2023-11-19 10:50:42,483 - Epoch: [22][ 4500/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535841 +2023-11-19 10:51:35,810 - Epoch: [22][ 4600/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535785 +2023-11-19 10:52:29,205 - Epoch: [22][ 4700/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535745 +2023-11-19 10:53:22,632 - Epoch: [22][ 4800/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535714 +2023-11-19 10:54:16,017 - Epoch: [22][ 4900/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535675 +2023-11-19 10:55:09,340 - Epoch: [22][ 5000/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535625 +2023-11-19 10:56:02,762 - Epoch: [22][ 5100/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535597 +2023-11-19 10:56:56,166 - Epoch: [22][ 5200/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535567 +2023-11-19 10:57:49,563 - Epoch: [22][ 5300/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535536 +2023-11-19 10:58:42,967 - Epoch: [22][ 5400/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535508 +2023-11-19 10:59:36,379 - Epoch: [22][ 5500/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535482 +2023-11-19 11:00:29,701 - Epoch: [22][ 5600/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535441 +2023-11-19 11:01:23,186 - Epoch: [22][ 5700/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535430 +2023-11-19 11:02:16,616 - Epoch: [22][ 5800/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535410 +2023-11-19 11:03:09,989 - Epoch: [22][ 5900/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535381 +2023-11-19 11:04:03,360 - Epoch: [22][ 6000/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535352 +2023-11-19 11:04:56,673 - Epoch: [22][ 6100/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535315 +2023-11-19 11:05:50,039 - Epoch: [22][ 6200/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535288 +2023-11-19 11:06:43,416 - Epoch: [22][ 6300/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535264 +2023-11-19 11:07:36,866 - Epoch: [22][ 6400/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535251 +2023-11-19 11:08:30,312 - Epoch: [22][ 6500/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535238 +2023-11-19 11:09:23,681 - Epoch: [22][ 6600/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535215 +2023-11-19 11:10:17,023 - Epoch: [22][ 6700/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535187 +2023-11-19 11:11:10,412 - Epoch: [22][ 6800/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535168 +2023-11-19 11:12:03,785 - Epoch: [22][ 6900/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535146 +2023-11-19 11:12:57,134 - Epoch: [22][ 7000/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535122 +2023-11-19 11:13:50,490 - Epoch: [22][ 7100/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535100 +2023-11-19 11:14:43,914 - Epoch: [22][ 7200/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535087 +2023-11-19 11:15:37,370 - Epoch: [22][ 7300/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535080 +2023-11-19 11:16:30,765 - Epoch: [22][ 7400/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535064 +2023-11-19 11:17:24,282 - Epoch: [22][ 7500/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.535065 +2023-11-19 11:18:17,739 - Epoch: [22][ 7600/12168] Overall Loss 0.012273 Objective Loss 0.000000 Distill Loss 0.012273 LR 0.000125 Time 0.535058 +2023-11-19 11:19:11,202 - Epoch: [22][ 7700/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.535052 +2023-11-19 11:20:04,566 - Epoch: [22][ 7800/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.535033 +2023-11-19 11:20:57,984 - Epoch: [22][ 7900/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.535022 +2023-11-19 11:21:51,433 - Epoch: [22][ 8000/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.535015 +2023-11-19 11:22:44,702 - Epoch: [22][ 8100/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.534986 +2023-11-19 11:23:38,057 - Epoch: [22][ 8200/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.534968 +2023-11-19 11:24:31,489 - Epoch: [22][ 8300/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534960 +2023-11-19 11:25:24,856 - Epoch: [22][ 8400/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.534944 +2023-11-19 11:26:18,196 - Epoch: [22][ 8500/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534926 +2023-11-19 11:27:11,666 - Epoch: [22][ 8600/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.534922 +2023-11-19 11:28:04,975 - Epoch: [22][ 8700/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534901 +2023-11-19 11:28:58,250 - Epoch: [22][ 8800/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534876 +2023-11-19 11:29:51,734 - Epoch: [22][ 8900/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.534875 +2023-11-19 11:30:45,138 - Epoch: [22][ 9000/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.534866 +2023-11-19 11:31:38,497 - Epoch: [22][ 9100/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534851 +2023-11-19 11:32:31,876 - Epoch: [22][ 9200/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534840 +2023-11-19 11:33:25,163 - Epoch: [22][ 9300/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534818 +2023-11-19 11:34:18,600 - Epoch: [22][ 9400/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534813 +2023-11-19 11:35:12,024 - Epoch: [22][ 9500/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534806 +2023-11-19 11:36:05,403 - Epoch: [22][ 9600/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.534796 +2023-11-19 11:36:58,700 - Epoch: [22][ 9700/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534776 +2023-11-19 11:37:52,078 - Epoch: [22][ 9800/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534766 +2023-11-19 11:38:45,442 - Epoch: [22][ 9900/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534754 +2023-11-19 11:39:38,866 - Epoch: [22][10000/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534749 +2023-11-19 11:40:32,191 - Epoch: [22][10100/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534734 +2023-11-19 11:41:25,621 - Epoch: [22][10200/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.534729 +2023-11-19 11:42:19,022 - Epoch: [22][10300/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.534722 +2023-11-19 11:43:12,491 - Epoch: [22][10400/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.534721 +2023-11-19 11:44:05,865 - Epoch: [22][10500/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534711 +2023-11-19 11:44:59,280 - Epoch: [22][10600/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.534706 +2023-11-19 11:45:52,787 - Epoch: [22][10700/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.534709 +2023-11-19 11:46:46,301 - Epoch: [22][10800/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534713 +2023-11-19 11:47:39,604 - Epoch: [22][10900/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534697 +2023-11-19 11:48:32,946 - Epoch: [22][11000/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.534685 +2023-11-19 11:49:26,362 - Epoch: [22][11100/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534680 +2023-11-19 11:50:19,746 - Epoch: [22][11200/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534672 +2023-11-19 11:51:13,098 - Epoch: [22][11300/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534662 +2023-11-19 11:52:06,530 - Epoch: [22][11400/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534658 +2023-11-19 11:52:59,954 - Epoch: [22][11500/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534655 +2023-11-19 11:53:53,330 - Epoch: [22][11600/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534647 +2023-11-19 11:54:46,717 - Epoch: [22][11700/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534640 +2023-11-19 11:55:40,054 - Epoch: [22][11800/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.534629 +2023-11-19 11:56:33,441 - Epoch: [22][11900/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534622 +2023-11-19 11:57:26,709 - Epoch: [22][12000/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534606 +2023-11-19 11:58:20,094 - Epoch: [22][12100/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.534599 +2023-11-19 11:58:56,544 - Epoch: [22][12168/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.534607 +2023-11-19 11:58:56,910 - --- validate (epoch=22)----------- +2023-11-19 11:58:56,910 - 167951 samples (256 per mini-batch) +2023-11-19 11:59:46,714 - Epoch: [22][ 100/ 657] Loss 0.000000 Overall Loss 0.012974 +2023-11-19 12:00:34,230 - Epoch: [22][ 200/ 657] Loss 0.000000 Overall Loss 0.012980 +2023-11-19 12:01:21,722 - Epoch: [22][ 300/ 657] Loss 0.000000 Overall Loss 0.012972 +2023-11-19 12:02:09,235 - Epoch: [22][ 400/ 657] Loss 0.000000 Overall Loss 0.012970 +2023-11-19 12:02:56,744 - Epoch: [22][ 500/ 657] Loss 0.000000 Overall Loss 0.012970 +2023-11-19 12:03:44,241 - Epoch: [22][ 600/ 657] Loss 0.000000 Overall Loss 0.012969 +2023-11-19 12:04:10,880 - Epoch: [22][ 657/ 657] Loss 0.000000 Overall Loss 0.012970 +2023-11-19 12:04:11,075 - ==> Overall Loss: 0.013 + +2023-11-19 12:04:11,078 - ==> Best [Overall Loss: 0.012970 on epoch: 22] +2023-11-19 12:04:11,078 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 12:04:11,118 - + +2023-11-19 12:04:11,118 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 12:05:15,467 - Epoch: [23][ 100/12168] Overall Loss 0.012306 Objective Loss 0.000000 Distill Loss 0.012306 LR 0.000125 Time 0.643456 +2023-11-19 12:06:08,850 - Epoch: [23][ 200/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.588627 +2023-11-19 12:07:02,286 - Epoch: [23][ 300/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.570526 +2023-11-19 12:07:55,626 - Epoch: [23][ 400/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.561235 +2023-11-19 12:08:49,115 - Epoch: [23][ 500/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.555960 +2023-11-19 12:09:42,419 - Epoch: [23][ 600/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.552133 +2023-11-19 12:10:35,866 - Epoch: [23][ 700/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.549605 +2023-11-19 12:11:29,263 - Epoch: [23][ 800/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.547646 +2023-11-19 12:12:22,617 - Epoch: [23][ 900/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.546076 +2023-11-19 12:13:15,979 - Epoch: [23][ 1000/12168] Overall Loss 0.012278 Objective Loss 0.000000 Distill Loss 0.012278 LR 0.000125 Time 0.544827 +2023-11-19 12:14:09,410 - Epoch: [23][ 1100/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.543867 +2023-11-19 12:15:02,757 - Epoch: [23][ 1200/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.542998 +2023-11-19 12:15:56,114 - Epoch: [23][ 1300/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.542271 +2023-11-19 12:16:49,526 - Epoch: [23][ 1400/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.541686 +2023-11-19 12:17:42,886 - Epoch: [23][ 1500/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.541145 +2023-11-19 12:18:36,259 - Epoch: [23][ 1600/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.540679 +2023-11-19 12:19:29,660 - Epoch: [23][ 1700/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.540285 +2023-11-19 12:20:23,011 - Epoch: [23][ 1800/12168] Overall Loss 0.012280 Objective Loss 0.000000 Distill Loss 0.012280 LR 0.000125 Time 0.539907 +2023-11-19 12:21:16,431 - Epoch: [23][ 1900/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.539605 +2023-11-19 12:22:09,783 - Epoch: [23][ 2000/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.539299 +2023-11-19 12:23:03,143 - Epoch: [23][ 2100/12168] Overall Loss 0.012287 Objective Loss 0.000000 Distill Loss 0.012287 LR 0.000125 Time 0.539026 +2023-11-19 12:23:56,476 - Epoch: [23][ 2200/12168] Overall Loss 0.012287 Objective Loss 0.000000 Distill Loss 0.012287 LR 0.000125 Time 0.538766 +2023-11-19 12:24:49,875 - Epoch: [23][ 2300/12168] Overall Loss 0.012282 Objective Loss 0.000000 Distill Loss 0.012282 LR 0.000125 Time 0.538557 +2023-11-19 12:25:43,345 - Epoch: [23][ 2400/12168] Overall Loss 0.012281 Objective Loss 0.000000 Distill Loss 0.012281 LR 0.000125 Time 0.538395 +2023-11-19 12:26:36,746 - Epoch: [23][ 2500/12168] Overall Loss 0.012277 Objective Loss 0.000000 Distill Loss 0.012277 LR 0.000125 Time 0.538218 +2023-11-19 12:27:30,105 - Epoch: [23][ 2600/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.538039 +2023-11-19 12:28:23,498 - Epoch: [23][ 2700/12168] Overall Loss 0.012275 Objective Loss 0.000000 Distill Loss 0.012275 LR 0.000125 Time 0.537885 +2023-11-19 12:29:16,842 - Epoch: [23][ 2800/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.537725 +2023-11-19 12:30:10,255 - Epoch: [23][ 2900/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.537600 +2023-11-19 12:31:03,632 - Epoch: [23][ 3000/12168] Overall Loss 0.012276 Objective Loss 0.000000 Distill Loss 0.012276 LR 0.000125 Time 0.537471 +2023-11-19 12:31:57,028 - Epoch: [23][ 3100/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.537357 +2023-11-19 12:32:50,476 - Epoch: [23][ 3200/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.537266 +2023-11-19 12:33:43,864 - Epoch: [23][ 3300/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.537162 +2023-11-19 12:34:37,257 - Epoch: [23][ 3400/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.537066 +2023-11-19 12:35:30,641 - Epoch: [23][ 3500/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.536973 +2023-11-19 12:36:24,004 - Epoch: [23][ 3600/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.536880 +2023-11-19 12:37:17,328 - Epoch: [23][ 3700/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536780 +2023-11-19 12:38:10,688 - Epoch: [23][ 3800/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.536696 +2023-11-19 12:39:04,134 - Epoch: [23][ 3900/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536637 +2023-11-19 12:39:57,541 - Epoch: [23][ 4000/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.536573 +2023-11-19 12:40:50,923 - Epoch: [23][ 4100/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536504 +2023-11-19 12:41:44,334 - Epoch: [23][ 4200/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536447 +2023-11-19 12:42:37,761 - Epoch: [23][ 4300/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.536395 +2023-11-19 12:43:31,202 - Epoch: [23][ 4400/12168] Overall Loss 0.012266 Objective Loss 0.000000 Distill Loss 0.012266 LR 0.000125 Time 0.536349 +2023-11-19 12:44:24,716 - Epoch: [23][ 4500/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536322 +2023-11-19 12:45:18,174 - Epoch: [23][ 4600/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536283 +2023-11-19 12:46:11,473 - Epoch: [23][ 4700/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.536212 +2023-11-19 12:47:04,907 - Epoch: [23][ 4800/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.536173 +2023-11-19 12:47:58,240 - Epoch: [23][ 4900/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536114 +2023-11-19 12:48:51,699 - Epoch: [23][ 5000/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536083 +2023-11-19 12:49:45,106 - Epoch: [23][ 5100/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.536043 +2023-11-19 12:50:38,550 - Epoch: [23][ 5200/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.536011 +2023-11-19 12:51:31,977 - Epoch: [23][ 5300/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535978 +2023-11-19 12:52:25,392 - Epoch: [23][ 5400/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535943 +2023-11-19 12:53:18,855 - Epoch: [23][ 5500/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535919 +2023-11-19 12:54:12,182 - Epoch: [23][ 5600/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535871 +2023-11-19 12:55:05,563 - Epoch: [23][ 5700/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.535834 +2023-11-19 12:55:58,901 - Epoch: [23][ 5800/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.535791 +2023-11-19 12:56:52,336 - Epoch: [23][ 5900/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.535766 +2023-11-19 12:57:45,710 - Epoch: [23][ 6000/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535732 +2023-11-19 12:58:39,111 - Epoch: [23][ 6100/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.535703 +2023-11-19 12:59:32,514 - Epoch: [23][ 6200/12168] Overall Loss 0.012267 Objective Loss 0.000000 Distill Loss 0.012267 LR 0.000125 Time 0.535676 +2023-11-19 13:00:25,885 - Epoch: [23][ 6300/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535644 +2023-11-19 13:01:19,334 - Epoch: [23][ 6400/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535625 +2023-11-19 13:02:12,713 - Epoch: [23][ 6500/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535597 +2023-11-19 13:03:06,214 - Epoch: [23][ 6600/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535587 +2023-11-19 13:03:59,562 - Epoch: [23][ 6700/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535555 +2023-11-19 13:04:52,962 - Epoch: [23][ 6800/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535532 +2023-11-19 13:05:46,304 - Epoch: [23][ 6900/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535501 +2023-11-19 13:06:39,706 - Epoch: [23][ 7000/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535479 +2023-11-19 13:07:33,058 - Epoch: [23][ 7100/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535451 +2023-11-19 13:08:26,398 - Epoch: [23][ 7200/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535422 +2023-11-19 13:09:19,807 - Epoch: [23][ 7300/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535403 +2023-11-19 13:10:13,320 - Epoch: [23][ 7400/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535399 +2023-11-19 13:11:06,662 - Epoch: [23][ 7500/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.535372 +2023-11-19 13:12:00,138 - Epoch: [23][ 7600/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535364 +2023-11-19 13:12:53,565 - Epoch: [23][ 7700/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535349 +2023-11-19 13:13:46,950 - Epoch: [23][ 7800/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535330 +2023-11-19 13:14:40,329 - Epoch: [23][ 7900/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535310 +2023-11-19 13:15:33,639 - Epoch: [23][ 8000/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535282 +2023-11-19 13:16:27,117 - Epoch: [23][ 8100/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535275 +2023-11-19 13:17:20,557 - Epoch: [23][ 8200/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535264 +2023-11-19 13:18:14,062 - Epoch: [23][ 8300/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535261 +2023-11-19 13:19:07,387 - Epoch: [23][ 8400/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535237 +2023-11-19 13:20:00,784 - Epoch: [23][ 8500/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535222 +2023-11-19 13:20:54,059 - Epoch: [23][ 8600/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535192 +2023-11-19 13:21:47,457 - Epoch: [23][ 8700/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535178 +2023-11-19 13:22:40,771 - Epoch: [23][ 8800/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535155 +2023-11-19 13:23:34,215 - Epoch: [23][ 8900/12168] Overall Loss 0.012269 Objective Loss 0.000000 Distill Loss 0.012269 LR 0.000125 Time 0.535146 +2023-11-19 13:24:27,584 - Epoch: [23][ 9000/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535130 +2023-11-19 13:25:21,006 - Epoch: [23][ 9100/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535119 +2023-11-19 13:26:14,483 - Epoch: [23][ 9200/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535115 +2023-11-19 13:27:07,838 - Epoch: [23][ 9300/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535098 +2023-11-19 13:28:01,329 - Epoch: [23][ 9400/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535095 +2023-11-19 13:28:54,744 - Epoch: [23][ 9500/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.535085 +2023-11-19 13:29:48,171 - Epoch: [23][ 9600/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535076 +2023-11-19 13:30:41,555 - Epoch: [23][ 9700/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535063 +2023-11-19 13:31:34,844 - Epoch: [23][ 9800/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535041 +2023-11-19 13:32:28,229 - Epoch: [23][ 9900/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535028 +2023-11-19 13:33:21,553 - Epoch: [23][10000/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535010 +2023-11-19 13:34:15,086 - Epoch: [23][10100/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535013 +2023-11-19 13:35:08,663 - Epoch: [23][10200/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535020 +2023-11-19 13:36:02,182 - Epoch: [23][10300/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535021 +2023-11-19 13:36:55,653 - Epoch: [23][10400/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535018 +2023-11-19 13:37:49,089 - Epoch: [23][10500/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535011 +2023-11-19 13:38:42,584 - Epoch: [23][10600/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535011 +2023-11-19 13:39:36,087 - Epoch: [23][10700/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535010 +2023-11-19 13:40:29,515 - Epoch: [23][10800/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535003 +2023-11-19 13:41:23,012 - Epoch: [23][10900/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.535003 +2023-11-19 13:42:16,432 - Epoch: [23][11000/12168] Overall Loss 0.012270 Objective Loss 0.000000 Distill Loss 0.012270 LR 0.000125 Time 0.534995 +2023-11-19 13:43:09,942 - Epoch: [23][11100/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534996 +2023-11-19 13:44:03,424 - Epoch: [23][11200/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534994 +2023-11-19 13:44:56,866 - Epoch: [23][11300/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534989 +2023-11-19 13:45:50,288 - Epoch: [23][11400/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.534982 +2023-11-19 13:46:43,726 - Epoch: [23][11500/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534976 +2023-11-19 13:47:37,178 - Epoch: [23][11600/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534972 +2023-11-19 13:48:30,565 - Epoch: [23][11700/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534962 +2023-11-19 13:49:24,047 - Epoch: [23][11800/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.534961 +2023-11-19 13:50:17,589 - Epoch: [23][11900/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534963 +2023-11-19 13:51:11,106 - Epoch: [23][12000/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534965 +2023-11-19 13:52:04,629 - Epoch: [23][12100/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534967 +2023-11-19 13:52:40,905 - Epoch: [23][12168/12168] Overall Loss 0.012271 Objective Loss 0.000000 Distill Loss 0.012271 LR 0.000125 Time 0.534958 +2023-11-19 13:52:41,258 - --- validate (epoch=23)----------- +2023-11-19 13:52:41,258 - 167951 samples (256 per mini-batch) +2023-11-19 13:53:31,019 - Epoch: [23][ 100/ 657] Loss 0.000000 Overall Loss 0.012967 +2023-11-19 13:54:18,560 - Epoch: [23][ 200/ 657] Loss 0.000000 Overall Loss 0.012989 +2023-11-19 13:55:06,094 - Epoch: [23][ 300/ 657] Loss 0.000000 Overall Loss 0.012972 +2023-11-19 13:55:53,605 - Epoch: [23][ 400/ 657] Loss 0.000000 Overall Loss 0.012974 +2023-11-19 13:56:41,113 - Epoch: [23][ 500/ 657] Loss 0.000000 Overall Loss 0.012973 +2023-11-19 13:57:28,634 - Epoch: [23][ 600/ 657] Loss 0.000000 Overall Loss 0.012972 +2023-11-19 13:57:55,275 - Epoch: [23][ 657/ 657] Loss 0.000000 Overall Loss 0.012973 +2023-11-19 13:57:55,466 - ==> Overall Loss: 0.013 + +2023-11-19 13:57:55,469 - ==> Best [Overall Loss: 0.012970 on epoch: 22] +2023-11-19 13:57:55,469 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 13:57:55,491 - + +2023-11-19 13:57:55,491 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 13:58:57,404 - Epoch: [24][ 100/12168] Overall Loss 0.012274 Objective Loss 0.000000 Distill Loss 0.012274 LR 0.000125 Time 0.619092 +2023-11-19 13:59:50,878 - Epoch: [24][ 200/12168] Overall Loss 0.012272 Objective Loss 0.000000 Distill Loss 0.012272 LR 0.000125 Time 0.576894 +2023-11-19 14:00:44,402 - Epoch: [24][ 300/12168] Overall Loss 0.012279 Objective Loss 0.000000 Distill Loss 0.012279 LR 0.000125 Time 0.562997 +2023-11-19 14:01:37,793 - Epoch: [24][ 400/12168] Overall Loss 0.012268 Objective Loss 0.000000 Distill Loss 0.012268 LR 0.000125 Time 0.555717 +2023-11-19 14:02:31,236 - Epoch: [24][ 500/12168] Overall Loss 0.012248 Objective Loss 0.000000 Distill Loss 0.012248 LR 0.000125 Time 0.551454 +2023-11-19 14:03:24,626 - Epoch: [24][ 600/12168] Overall Loss 0.012250 Objective Loss 0.000000 Distill Loss 0.012250 LR 0.000125 Time 0.548522 +2023-11-19 14:04:18,032 - Epoch: [24][ 700/12168] Overall Loss 0.012250 Objective Loss 0.000000 Distill Loss 0.012250 LR 0.000125 Time 0.546452 +2023-11-19 14:05:11,400 - Epoch: [24][ 800/12168] Overall Loss 0.012245 Objective Loss 0.000000 Distill Loss 0.012245 LR 0.000125 Time 0.544851 +2023-11-19 14:06:04,782 - Epoch: [24][ 900/12168] Overall Loss 0.012252 Objective Loss 0.000000 Distill Loss 0.012252 LR 0.000125 Time 0.543622 +2023-11-19 14:06:58,166 - Epoch: [24][ 1000/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.542641 +2023-11-19 14:07:51,574 - Epoch: [24][ 1100/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.541860 +2023-11-19 14:08:44,948 - Epoch: [24][ 1200/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.541181 +2023-11-19 14:09:38,278 - Epoch: [24][ 1300/12168] Overall Loss 0.012253 Objective Loss 0.000000 Distill Loss 0.012253 LR 0.000125 Time 0.540571 +2023-11-19 14:10:31,762 - Epoch: [24][ 1400/12168] Overall Loss 0.012253 Objective Loss 0.000000 Distill Loss 0.012253 LR 0.000125 Time 0.540160 +2023-11-19 14:11:25,284 - Epoch: [24][ 1500/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.539828 +2023-11-19 14:12:18,716 - Epoch: [24][ 1600/12168] Overall Loss 0.012256 Objective Loss 0.000000 Distill Loss 0.012256 LR 0.000125 Time 0.539482 +2023-11-19 14:13:12,086 - Epoch: [24][ 1700/12168] Overall Loss 0.012264 Objective Loss 0.000000 Distill Loss 0.012264 LR 0.000125 Time 0.539140 +2023-11-19 14:14:05,429 - Epoch: [24][ 1800/12168] Overall Loss 0.012265 Objective Loss 0.000000 Distill Loss 0.012265 LR 0.000125 Time 0.538821 +2023-11-19 14:14:58,890 - Epoch: [24][ 1900/12168] Overall Loss 0.012266 Objective Loss 0.000000 Distill Loss 0.012266 LR 0.000125 Time 0.538597 +2023-11-19 14:15:52,333 - Epoch: [24][ 2000/12168] Overall Loss 0.012264 Objective Loss 0.000000 Distill Loss 0.012264 LR 0.000125 Time 0.538388 +2023-11-19 14:16:45,728 - Epoch: [24][ 2100/12168] Overall Loss 0.012265 Objective Loss 0.000000 Distill Loss 0.012265 LR 0.000125 Time 0.538174 +2023-11-19 14:17:39,150 - Epoch: [24][ 2200/12168] Overall Loss 0.012266 Objective Loss 0.000000 Distill Loss 0.012266 LR 0.000125 Time 0.537994 +2023-11-19 14:18:32,605 - Epoch: [24][ 2300/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.537842 +2023-11-19 14:19:25,960 - Epoch: [24][ 2400/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.537662 +2023-11-19 14:20:19,314 - Epoch: [24][ 2500/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.537496 +2023-11-19 14:21:12,690 - Epoch: [24][ 2600/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.537351 +2023-11-19 14:22:06,082 - Epoch: [24][ 2700/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.537223 +2023-11-19 14:22:59,485 - Epoch: [24][ 2800/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.537107 +2023-11-19 14:23:52,919 - Epoch: [24][ 2900/12168] Overall Loss 0.012264 Objective Loss 0.000000 Distill Loss 0.012264 LR 0.000125 Time 0.537011 +2023-11-19 14:24:46,442 - Epoch: [24][ 3000/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.536950 +2023-11-19 14:25:39,844 - Epoch: [24][ 3100/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.536855 +2023-11-19 14:26:33,231 - Epoch: [24][ 3200/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.536761 +2023-11-19 14:27:26,618 - Epoch: [24][ 3300/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.536672 +2023-11-19 14:28:20,029 - Epoch: [24][ 3400/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.536596 +2023-11-19 14:29:13,408 - Epoch: [24][ 3500/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.536515 +2023-11-19 14:30:06,834 - Epoch: [24][ 3600/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.536451 +2023-11-19 14:31:00,317 - Epoch: [24][ 3700/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.536406 +2023-11-19 14:31:53,700 - Epoch: [24][ 3800/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.536338 +2023-11-19 14:32:47,085 - Epoch: [24][ 3900/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.536273 +2023-11-19 14:33:40,390 - Epoch: [24][ 4000/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.536192 +2023-11-19 14:34:33,723 - Epoch: [24][ 4100/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.536121 +2023-11-19 14:35:27,105 - Epoch: [24][ 4200/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.536066 +2023-11-19 14:36:20,454 - Epoch: [24][ 4300/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.536005 +2023-11-19 14:37:13,981 - Epoch: [24][ 4400/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535987 +2023-11-19 14:38:07,426 - Epoch: [24][ 4500/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535952 +2023-11-19 14:39:00,825 - Epoch: [24][ 4600/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535909 +2023-11-19 14:39:54,240 - Epoch: [24][ 4700/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535871 +2023-11-19 14:40:47,673 - Epoch: [24][ 4800/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535838 +2023-11-19 14:41:41,065 - Epoch: [24][ 4900/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535798 +2023-11-19 14:42:34,517 - Epoch: [24][ 5000/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535772 +2023-11-19 14:43:28,008 - Epoch: [24][ 5100/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535755 +2023-11-19 14:44:21,509 - Epoch: [24][ 5200/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535740 +2023-11-19 14:45:15,089 - Epoch: [24][ 5300/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535740 +2023-11-19 14:46:08,454 - Epoch: [24][ 5400/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535701 +2023-11-19 14:47:01,841 - Epoch: [24][ 5500/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535667 +2023-11-19 14:47:55,290 - Epoch: [24][ 5600/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535645 +2023-11-19 14:48:48,745 - Epoch: [24][ 5700/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535625 +2023-11-19 14:49:42,210 - Epoch: [24][ 5800/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535608 +2023-11-19 14:50:35,605 - Epoch: [24][ 5900/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535579 +2023-11-19 14:51:29,077 - Epoch: [24][ 6000/12168] Overall Loss 0.012263 Objective Loss 0.000000 Distill Loss 0.012263 LR 0.000125 Time 0.535565 +2023-11-19 14:52:22,448 - Epoch: [24][ 6100/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535534 +2023-11-19 14:53:15,938 - Epoch: [24][ 6200/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535523 +2023-11-19 14:54:09,360 - Epoch: [24][ 6300/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535502 +2023-11-19 14:55:02,836 - Epoch: [24][ 6400/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535490 +2023-11-19 14:55:56,285 - Epoch: [24][ 6500/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535474 +2023-11-19 14:56:49,688 - Epoch: [24][ 6600/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535451 +2023-11-19 14:57:43,061 - Epoch: [24][ 6700/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535425 +2023-11-19 14:58:36,400 - Epoch: [24][ 6800/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535395 +2023-11-19 14:59:29,797 - Epoch: [24][ 6900/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535374 +2023-11-19 15:00:23,198 - Epoch: [24][ 7000/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535354 +2023-11-19 15:01:16,616 - Epoch: [24][ 7100/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535337 +2023-11-19 15:02:10,120 - Epoch: [24][ 7200/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535332 +2023-11-19 15:03:03,531 - Epoch: [24][ 7300/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535315 +2023-11-19 15:03:56,986 - Epoch: [24][ 7400/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535304 +2023-11-19 15:04:50,502 - Epoch: [24][ 7500/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535302 +2023-11-19 15:05:43,940 - Epoch: [24][ 7600/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535289 +2023-11-19 15:06:37,373 - Epoch: [24][ 7700/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535276 +2023-11-19 15:07:30,893 - Epoch: [24][ 7800/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535275 +2023-11-19 15:08:24,342 - Epoch: [24][ 7900/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535264 +2023-11-19 15:09:17,807 - Epoch: [24][ 8000/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535256 +2023-11-19 15:10:11,299 - Epoch: [24][ 8100/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535252 +2023-11-19 15:11:04,735 - Epoch: [24][ 8200/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535241 +2023-11-19 15:11:58,142 - Epoch: [24][ 8300/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535226 +2023-11-19 15:12:51,653 - Epoch: [24][ 8400/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535224 +2023-11-19 15:13:45,076 - Epoch: [24][ 8500/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535212 +2023-11-19 15:14:38,437 - Epoch: [24][ 8600/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535193 +2023-11-19 15:15:31,872 - Epoch: [24][ 8700/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535183 +2023-11-19 15:16:25,349 - Epoch: [24][ 8800/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535178 +2023-11-19 15:17:18,796 - Epoch: [24][ 8900/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535170 +2023-11-19 15:18:12,338 - Epoch: [24][ 9000/12168] Overall Loss 0.012257 Objective Loss 0.000000 Distill Loss 0.012257 LR 0.000125 Time 0.535172 +2023-11-19 15:19:06,054 - Epoch: [24][ 9100/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535193 +2023-11-19 15:19:59,526 - Epoch: [24][ 9200/12168] Overall Loss 0.012258 Objective Loss 0.000000 Distill Loss 0.012258 LR 0.000125 Time 0.535188 +2023-11-19 15:20:52,998 - Epoch: [24][ 9300/12168] Overall Loss 0.012259 Objective Loss 0.000000 Distill Loss 0.012259 LR 0.000125 Time 0.535183 +2023-11-19 15:21:46,452 - Epoch: [24][ 9400/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535175 +2023-11-19 15:22:39,858 - Epoch: [24][ 9500/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535163 +2023-11-19 15:23:33,349 - Epoch: [24][ 9600/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535160 +2023-11-19 15:24:26,785 - Epoch: [24][ 9700/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535152 +2023-11-19 15:25:20,182 - Epoch: [24][ 9800/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535139 +2023-11-19 15:26:13,629 - Epoch: [24][ 9900/12168] Overall Loss 0.012260 Objective Loss 0.000000 Distill Loss 0.012260 LR 0.000125 Time 0.535132 +2023-11-19 15:27:07,018 - Epoch: [24][10000/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535120 +2023-11-19 15:28:00,479 - Epoch: [24][10100/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535114 +2023-11-19 15:28:54,010 - Epoch: [24][10200/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535116 +2023-11-19 15:29:47,382 - Epoch: [24][10300/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535102 +2023-11-19 15:30:40,756 - Epoch: [24][10400/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535088 +2023-11-19 15:31:34,125 - Epoch: [24][10500/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535075 +2023-11-19 15:32:27,475 - Epoch: [24][10600/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535060 +2023-11-19 15:33:20,854 - Epoch: [24][10700/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535047 +2023-11-19 15:34:14,261 - Epoch: [24][10800/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535038 +2023-11-19 15:35:07,689 - Epoch: [24][10900/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535031 +2023-11-19 15:36:01,147 - Epoch: [24][11000/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535027 +2023-11-19 15:36:54,559 - Epoch: [24][11100/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.535018 +2023-11-19 15:37:48,015 - Epoch: [24][11200/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535014 +2023-11-19 15:38:41,497 - Epoch: [24][11300/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535012 +2023-11-19 15:39:34,885 - Epoch: [24][11400/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.535001 +2023-11-19 15:40:28,306 - Epoch: [24][11500/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.534994 +2023-11-19 15:41:21,750 - Epoch: [24][11600/12168] Overall Loss 0.012261 Objective Loss 0.000000 Distill Loss 0.012261 LR 0.000125 Time 0.534989 +2023-11-19 15:42:15,245 - Epoch: [24][11700/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.534989 +2023-11-19 15:43:08,718 - Epoch: [24][11800/12168] Overall Loss 0.012263 Objective Loss 0.000000 Distill Loss 0.012263 LR 0.000125 Time 0.534986 +2023-11-19 15:44:02,216 - Epoch: [24][11900/12168] Overall Loss 0.012263 Objective Loss 0.000000 Distill Loss 0.012263 LR 0.000125 Time 0.534986 +2023-11-19 15:44:55,670 - Epoch: [24][12000/12168] Overall Loss 0.012262 Objective Loss 0.000000 Distill Loss 0.012262 LR 0.000125 Time 0.534982 +2023-11-19 15:45:49,181 - Epoch: [24][12100/12168] Overall Loss 0.012263 Objective Loss 0.000000 Distill Loss 0.012263 LR 0.000125 Time 0.534982 +2023-11-19 15:46:25,625 - Epoch: [24][12168/12168] Overall Loss 0.012263 Objective Loss 0.000000 Distill Loss 0.012263 LR 0.000125 Time 0.534988 +2023-11-19 15:46:25,987 - --- validate (epoch=24)----------- +2023-11-19 15:46:25,987 - 167951 samples (256 per mini-batch) +2023-11-19 15:47:15,785 - Epoch: [24][ 100/ 657] Loss 0.000000 Overall Loss 0.012934 +2023-11-19 15:48:03,311 - Epoch: [24][ 200/ 657] Loss 0.000000 Overall Loss 0.012974 +2023-11-19 15:48:50,824 - Epoch: [24][ 300/ 657] Loss 0.000000 Overall Loss 0.012978 +2023-11-19 15:49:38,320 - Epoch: [24][ 400/ 657] Loss 0.000000 Overall Loss 0.012974 +2023-11-19 15:50:25,834 - Epoch: [24][ 500/ 657] Loss 0.000000 Overall Loss 0.012966 +2023-11-19 15:51:13,340 - Epoch: [24][ 600/ 657] Loss 0.000000 Overall Loss 0.012965 +2023-11-19 15:51:39,974 - Epoch: [24][ 657/ 657] Loss 0.000000 Overall Loss 0.012965 +2023-11-19 15:51:40,169 - ==> Overall Loss: 0.013 + +2023-11-19 15:51:40,171 - ==> Best [Overall Loss: 0.012965 on epoch: 24] +2023-11-19 15:51:40,171 - Saving checkpoint to: logs/2023.11.17-162710/checkpoint.pth.tar +2023-11-19 15:51:40,200 - + +2023-11-19 15:51:40,200 - Initiating quantization aware training (QAT)... +2023-11-19 15:51:40,218 - + +2023-11-19 15:51:40,218 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 15:52:43,845 - Epoch: [25][ 100/12168] Overall Loss 0.030985 Objective Loss 0.000000 Distill Loss 0.030985 LR 0.000063 Time 0.636233 +2023-11-19 15:53:38,493 - Epoch: [25][ 200/12168] Overall Loss 0.030933 Objective Loss 0.000000 Distill Loss 0.030933 LR 0.000063 Time 0.591339 +2023-11-19 15:54:33,053 - Epoch: [25][ 300/12168] Overall Loss 0.030904 Objective Loss 0.000000 Distill Loss 0.030904 LR 0.000063 Time 0.576084 +2023-11-19 15:55:27,742 - Epoch: [25][ 400/12168] Overall Loss 0.030888 Objective Loss 0.000000 Distill Loss 0.030888 LR 0.000063 Time 0.568776 +2023-11-19 15:56:22,410 - Epoch: [25][ 500/12168] Overall Loss 0.030876 Objective Loss 0.000000 Distill Loss 0.030876 LR 0.000063 Time 0.564352 +2023-11-19 15:57:17,012 - Epoch: [25][ 600/12168] Overall Loss 0.030867 Objective Loss 0.000000 Distill Loss 0.030867 LR 0.000063 Time 0.561291 +2023-11-19 15:58:11,578 - Epoch: [25][ 700/12168] Overall Loss 0.030860 Objective Loss 0.000000 Distill Loss 0.030860 LR 0.000063 Time 0.559053 +2023-11-19 15:59:06,193 - Epoch: [25][ 800/12168] Overall Loss 0.030855 Objective Loss 0.000000 Distill Loss 0.030855 LR 0.000063 Time 0.557437 +2023-11-19 16:00:00,846 - Epoch: [25][ 900/12168] Overall Loss 0.030850 Objective Loss 0.000000 Distill Loss 0.030850 LR 0.000063 Time 0.556222 +2023-11-19 16:00:55,469 - Epoch: [25][ 1000/12168] Overall Loss 0.030846 Objective Loss 0.000000 Distill Loss 0.030846 LR 0.000063 Time 0.555220 +2023-11-19 16:01:50,142 - Epoch: [25][ 1100/12168] Overall Loss 0.030840 Objective Loss 0.000000 Distill Loss 0.030840 LR 0.000063 Time 0.554445 +2023-11-19 16:02:44,753 - Epoch: [25][ 1200/12168] Overall Loss 0.030832 Objective Loss 0.000000 Distill Loss 0.030832 LR 0.000063 Time 0.553748 +2023-11-19 16:03:39,275 - Epoch: [25][ 1300/12168] Overall Loss 0.030820 Objective Loss 0.000000 Distill Loss 0.030820 LR 0.000063 Time 0.553089 +2023-11-19 16:04:33,825 - Epoch: [25][ 1400/12168] Overall Loss 0.030800 Objective Loss 0.000000 Distill Loss 0.030800 LR 0.000063 Time 0.552545 +2023-11-19 16:05:28,447 - Epoch: [25][ 1500/12168] Overall Loss 0.030778 Objective Loss 0.000000 Distill Loss 0.030778 LR 0.000063 Time 0.552122 +2023-11-19 16:06:23,006 - Epoch: [25][ 1600/12168] Overall Loss 0.030748 Objective Loss 0.000000 Distill Loss 0.030748 LR 0.000063 Time 0.551711 +2023-11-19 16:07:17,654 - Epoch: [25][ 1700/12168] Overall Loss 0.030710 Objective Loss 0.000000 Distill Loss 0.030710 LR 0.000063 Time 0.551402 +2023-11-19 16:08:12,216 - Epoch: [25][ 1800/12168] Overall Loss 0.030664 Objective Loss 0.000000 Distill Loss 0.030664 LR 0.000063 Time 0.551079 +2023-11-19 16:09:06,828 - Epoch: [25][ 1900/12168] Overall Loss 0.030616 Objective Loss 0.000000 Distill Loss 0.030616 LR 0.000063 Time 0.550816 +2023-11-19 16:10:01,501 - Epoch: [25][ 2000/12168] Overall Loss 0.030564 Objective Loss 0.000000 Distill Loss 0.030564 LR 0.000063 Time 0.550610 +2023-11-19 16:10:56,144 - Epoch: [25][ 2100/12168] Overall Loss 0.030508 Objective Loss 0.000000 Distill Loss 0.030508 LR 0.000063 Time 0.550410 +2023-11-19 16:11:50,787 - Epoch: [25][ 2200/12168] Overall Loss 0.030453 Objective Loss 0.000000 Distill Loss 0.030453 LR 0.000063 Time 0.550228 +2023-11-19 16:12:45,369 - Epoch: [25][ 2300/12168] Overall Loss 0.030398 Objective Loss 0.000000 Distill Loss 0.030398 LR 0.000063 Time 0.550035 +2023-11-19 16:13:40,093 - Epoch: [25][ 2400/12168] Overall Loss 0.030343 Objective Loss 0.000000 Distill Loss 0.030343 LR 0.000063 Time 0.549917 +2023-11-19 16:14:34,607 - Epoch: [25][ 2500/12168] Overall Loss 0.030288 Objective Loss 0.000000 Distill Loss 0.030288 LR 0.000063 Time 0.549725 +2023-11-19 16:15:29,263 - Epoch: [25][ 2600/12168] Overall Loss 0.030235 Objective Loss 0.000000 Distill Loss 0.030235 LR 0.000063 Time 0.549602 +2023-11-19 16:16:23,864 - Epoch: [25][ 2700/12168] Overall Loss 0.030182 Objective Loss 0.000000 Distill Loss 0.030182 LR 0.000063 Time 0.549468 +2023-11-19 16:17:18,536 - Epoch: [25][ 2800/12168] Overall Loss 0.030127 Objective Loss 0.000000 Distill Loss 0.030127 LR 0.000063 Time 0.549369 +2023-11-19 16:18:13,178 - Epoch: [25][ 2900/12168] Overall Loss 0.030073 Objective Loss 0.000000 Distill Loss 0.030073 LR 0.000063 Time 0.549266 +2023-11-19 16:19:07,783 - Epoch: [25][ 3000/12168] Overall Loss 0.030021 Objective Loss 0.000000 Distill Loss 0.030021 LR 0.000063 Time 0.549158 +2023-11-19 16:20:02,486 - Epoch: [25][ 3100/12168] Overall Loss 0.029966 Objective Loss 0.000000 Distill Loss 0.029966 LR 0.000063 Time 0.549088 +2023-11-19 16:20:57,292 - Epoch: [25][ 3200/12168] Overall Loss 0.029911 Objective Loss 0.000000 Distill Loss 0.029911 LR 0.000063 Time 0.549055 +2023-11-19 16:21:51,997 - Epoch: [25][ 3300/12168] Overall Loss 0.029856 Objective Loss 0.000000 Distill Loss 0.029856 LR 0.000063 Time 0.548993 +2023-11-19 16:22:46,650 - Epoch: [25][ 3400/12168] Overall Loss 0.029803 Objective Loss 0.000000 Distill Loss 0.029803 LR 0.000063 Time 0.548920 +2023-11-19 16:23:41,247 - Epoch: [25][ 3500/12168] Overall Loss 0.029748 Objective Loss 0.000000 Distill Loss 0.029748 LR 0.000063 Time 0.548834 +2023-11-19 16:24:35,815 - Epoch: [25][ 3600/12168] Overall Loss 0.029692 Objective Loss 0.000000 Distill Loss 0.029692 LR 0.000063 Time 0.548746 +2023-11-19 16:25:30,416 - Epoch: [25][ 3700/12168] Overall Loss 0.029638 Objective Loss 0.000000 Distill Loss 0.029638 LR 0.000063 Time 0.548671 +2023-11-19 16:26:25,108 - Epoch: [25][ 3800/12168] Overall Loss 0.029582 Objective Loss 0.000000 Distill Loss 0.029582 LR 0.000063 Time 0.548624 +2023-11-19 16:27:19,743 - Epoch: [25][ 3900/12168] Overall Loss 0.029527 Objective Loss 0.000000 Distill Loss 0.029527 LR 0.000063 Time 0.548565 +2023-11-19 16:28:14,429 - Epoch: [25][ 4000/12168] Overall Loss 0.029470 Objective Loss 0.000000 Distill Loss 0.029470 LR 0.000063 Time 0.548522 +2023-11-19 16:29:09,126 - Epoch: [25][ 4100/12168] Overall Loss 0.029415 Objective Loss 0.000000 Distill Loss 0.029415 LR 0.000063 Time 0.548483 +2023-11-19 16:30:03,729 - Epoch: [25][ 4200/12168] Overall Loss 0.029359 Objective Loss 0.000000 Distill Loss 0.029359 LR 0.000063 Time 0.548424 +2023-11-19 16:30:58,421 - Epoch: [25][ 4300/12168] Overall Loss 0.029303 Objective Loss 0.000000 Distill Loss 0.029303 LR 0.000063 Time 0.548388 +2023-11-19 16:31:53,029 - Epoch: [25][ 4400/12168] Overall Loss 0.029248 Objective Loss 0.000000 Distill Loss 0.029248 LR 0.000063 Time 0.548335 +2023-11-19 16:32:47,629 - Epoch: [25][ 4500/12168] Overall Loss 0.029194 Objective Loss 0.000000 Distill Loss 0.029194 LR 0.000063 Time 0.548283 +2023-11-19 16:33:42,325 - Epoch: [25][ 4600/12168] Overall Loss 0.029139 Objective Loss 0.000000 Distill Loss 0.029139 LR 0.000063 Time 0.548253 +2023-11-19 16:34:36,964 - Epoch: [25][ 4700/12168] Overall Loss 0.029084 Objective Loss 0.000000 Distill Loss 0.029084 LR 0.000063 Time 0.548213 +2023-11-19 16:35:31,567 - Epoch: [25][ 4800/12168] Overall Loss 0.029028 Objective Loss 0.000000 Distill Loss 0.029028 LR 0.000063 Time 0.548167 +2023-11-19 16:36:26,169 - Epoch: [25][ 4900/12168] Overall Loss 0.028973 Objective Loss 0.000000 Distill Loss 0.028973 LR 0.000063 Time 0.548122 +2023-11-19 16:37:20,811 - Epoch: [25][ 5000/12168] Overall Loss 0.028918 Objective Loss 0.000000 Distill Loss 0.028918 LR 0.000063 Time 0.548088 +2023-11-19 16:38:15,488 - Epoch: [25][ 5100/12168] Overall Loss 0.028862 Objective Loss 0.000000 Distill Loss 0.028862 LR 0.000063 Time 0.548061 +2023-11-19 16:39:10,099 - Epoch: [25][ 5200/12168] Overall Loss 0.028808 Objective Loss 0.000000 Distill Loss 0.028808 LR 0.000063 Time 0.548023 +2023-11-19 16:40:04,682 - Epoch: [25][ 5300/12168] Overall Loss 0.028753 Objective Loss 0.000000 Distill Loss 0.028753 LR 0.000063 Time 0.547981 +2023-11-19 16:40:59,345 - Epoch: [25][ 5400/12168] Overall Loss 0.028697 Objective Loss 0.000000 Distill Loss 0.028697 LR 0.000063 Time 0.547956 +2023-11-19 16:41:53,903 - Epoch: [25][ 5500/12168] Overall Loss 0.028642 Objective Loss 0.000000 Distill Loss 0.028642 LR 0.000063 Time 0.547912 +2023-11-19 16:42:48,732 - Epoch: [25][ 5600/12168] Overall Loss 0.028586 Objective Loss 0.000000 Distill Loss 0.028586 LR 0.000063 Time 0.547918 +2023-11-19 16:43:43,451 - Epoch: [25][ 5700/12168] Overall Loss 0.028529 Objective Loss 0.000000 Distill Loss 0.028529 LR 0.000063 Time 0.547905 +2023-11-19 16:44:38,202 - Epoch: [25][ 5800/12168] Overall Loss 0.028472 Objective Loss 0.000000 Distill Loss 0.028472 LR 0.000063 Time 0.547898 +2023-11-19 16:45:32,833 - Epoch: [25][ 5900/12168] Overall Loss 0.028416 Objective Loss 0.000000 Distill Loss 0.028416 LR 0.000063 Time 0.547870 +2023-11-19 16:46:27,440 - Epoch: [25][ 6000/12168] Overall Loss 0.028358 Objective Loss 0.000000 Distill Loss 0.028358 LR 0.000063 Time 0.547840 +2023-11-19 16:47:22,082 - Epoch: [25][ 6100/12168] Overall Loss 0.028298 Objective Loss 0.000000 Distill Loss 0.028298 LR 0.000063 Time 0.547816 +2023-11-19 16:48:16,832 - Epoch: [25][ 6200/12168] Overall Loss 0.028237 Objective Loss 0.000000 Distill Loss 0.028237 LR 0.000063 Time 0.547810 +2023-11-19 16:49:11,498 - Epoch: [25][ 6300/12168] Overall Loss 0.028174 Objective Loss 0.000000 Distill Loss 0.028174 LR 0.000063 Time 0.547791 +2023-11-19 16:50:06,176 - Epoch: [25][ 6400/12168] Overall Loss 0.028109 Objective Loss 0.000000 Distill Loss 0.028109 LR 0.000063 Time 0.547775 +2023-11-19 16:51:00,774 - Epoch: [25][ 6500/12168] Overall Loss 0.028038 Objective Loss 0.000000 Distill Loss 0.028038 LR 0.000063 Time 0.547747 +2023-11-19 16:51:55,386 - Epoch: [25][ 6600/12168] Overall Loss 0.027962 Objective Loss 0.000000 Distill Loss 0.027962 LR 0.000063 Time 0.547722 +2023-11-19 16:52:50,133 - Epoch: [25][ 6700/12168] Overall Loss 0.027878 Objective Loss 0.000000 Distill Loss 0.027878 LR 0.000063 Time 0.547718 +2023-11-19 16:53:44,857 - Epoch: [25][ 6800/12168] Overall Loss 0.027786 Objective Loss 0.000000 Distill Loss 0.027786 LR 0.000063 Time 0.547710 +2023-11-19 16:54:39,589 - Epoch: [25][ 6900/12168] Overall Loss 0.027691 Objective Loss 0.000000 Distill Loss 0.027691 LR 0.000063 Time 0.547704 +2023-11-19 16:55:34,275 - Epoch: [25][ 7000/12168] Overall Loss 0.027591 Objective Loss 0.000000 Distill Loss 0.027591 LR 0.000063 Time 0.547692 +2023-11-19 16:56:28,918 - Epoch: [25][ 7100/12168] Overall Loss 0.027490 Objective Loss 0.000000 Distill Loss 0.027490 LR 0.000063 Time 0.547673 +2023-11-19 16:57:23,637 - Epoch: [25][ 7200/12168] Overall Loss 0.027386 Objective Loss 0.000000 Distill Loss 0.027386 LR 0.000063 Time 0.547666 +2023-11-19 16:58:18,321 - Epoch: [25][ 7300/12168] Overall Loss 0.027281 Objective Loss 0.000000 Distill Loss 0.027281 LR 0.000063 Time 0.547655 +2023-11-19 16:59:13,057 - Epoch: [25][ 7400/12168] Overall Loss 0.027176 Objective Loss 0.000000 Distill Loss 0.027176 LR 0.000063 Time 0.547650 +2023-11-19 17:00:07,746 - Epoch: [25][ 7500/12168] Overall Loss 0.027070 Objective Loss 0.000000 Distill Loss 0.027070 LR 0.000063 Time 0.547640 +2023-11-19 17:01:02,449 - Epoch: [25][ 7600/12168] Overall Loss 0.026964 Objective Loss 0.000000 Distill Loss 0.026964 LR 0.000063 Time 0.547631 +2023-11-19 17:01:57,151 - Epoch: [25][ 7700/12168] Overall Loss 0.026859 Objective Loss 0.000000 Distill Loss 0.026859 LR 0.000063 Time 0.547623 +2023-11-19 17:02:51,868 - Epoch: [25][ 7800/12168] Overall Loss 0.026753 Objective Loss 0.000000 Distill Loss 0.026753 LR 0.000063 Time 0.547617 +2023-11-19 17:03:46,549 - Epoch: [25][ 7900/12168] Overall Loss 0.026649 Objective Loss 0.000000 Distill Loss 0.026649 LR 0.000063 Time 0.547606 +2023-11-19 17:04:41,162 - Epoch: [25][ 8000/12168] Overall Loss 0.026545 Objective Loss 0.000000 Distill Loss 0.026545 LR 0.000063 Time 0.547587 +2023-11-19 17:05:35,799 - Epoch: [25][ 8100/12168] Overall Loss 0.026442 Objective Loss 0.000000 Distill Loss 0.026442 LR 0.000063 Time 0.547572 +2023-11-19 17:06:30,521 - Epoch: [25][ 8200/12168] Overall Loss 0.026340 Objective Loss 0.000000 Distill Loss 0.026340 LR 0.000063 Time 0.547567 +2023-11-19 17:07:25,292 - Epoch: [25][ 8300/12168] Overall Loss 0.026238 Objective Loss 0.000000 Distill Loss 0.026238 LR 0.000063 Time 0.547569 +2023-11-19 17:08:20,000 - Epoch: [25][ 8400/12168] Overall Loss 0.026133 Objective Loss 0.000000 Distill Loss 0.026133 LR 0.000063 Time 0.547562 +2023-11-19 17:09:14,650 - Epoch: [25][ 8500/12168] Overall Loss 0.026029 Objective Loss 0.000000 Distill Loss 0.026029 LR 0.000063 Time 0.547550 +2023-11-19 17:10:09,344 - Epoch: [25][ 8600/12168] Overall Loss 0.025926 Objective Loss 0.000000 Distill Loss 0.025926 LR 0.000063 Time 0.547542 +2023-11-19 17:11:04,029 - Epoch: [25][ 8700/12168] Overall Loss 0.025824 Objective Loss 0.000000 Distill Loss 0.025824 LR 0.000063 Time 0.547534 +2023-11-19 17:11:58,768 - Epoch: [25][ 8800/12168] Overall Loss 0.025724 Objective Loss 0.000000 Distill Loss 0.025724 LR 0.000063 Time 0.547532 +2023-11-19 17:12:53,374 - Epoch: [25][ 8900/12168] Overall Loss 0.025624 Objective Loss 0.000000 Distill Loss 0.025624 LR 0.000063 Time 0.547515 +2023-11-19 17:13:48,115 - Epoch: [25][ 9000/12168] Overall Loss 0.025526 Objective Loss 0.000000 Distill Loss 0.025526 LR 0.000063 Time 0.547513 +2023-11-19 17:14:42,729 - Epoch: [25][ 9100/12168] Overall Loss 0.025430 Objective Loss 0.000000 Distill Loss 0.025430 LR 0.000063 Time 0.547498 +2023-11-19 17:15:37,332 - Epoch: [25][ 9200/12168] Overall Loss 0.025335 Objective Loss 0.000000 Distill Loss 0.025335 LR 0.000063 Time 0.547482 +2023-11-19 17:16:31,866 - Epoch: [25][ 9300/12168] Overall Loss 0.025241 Objective Loss 0.000000 Distill Loss 0.025241 LR 0.000063 Time 0.547458 +2023-11-19 17:17:26,616 - Epoch: [25][ 9400/12168] Overall Loss 0.025150 Objective Loss 0.000000 Distill Loss 0.025150 LR 0.000063 Time 0.547458 +2023-11-19 17:18:21,253 - Epoch: [25][ 9500/12168] Overall Loss 0.025058 Objective Loss 0.000000 Distill Loss 0.025058 LR 0.000063 Time 0.547447 +2023-11-19 17:19:16,071 - Epoch: [25][ 9600/12168] Overall Loss 0.024968 Objective Loss 0.000000 Distill Loss 0.024968 LR 0.000063 Time 0.547454 +2023-11-19 17:20:10,871 - Epoch: [25][ 9700/12168] Overall Loss 0.024880 Objective Loss 0.000000 Distill Loss 0.024880 LR 0.000063 Time 0.547459 +2023-11-19 17:21:05,544 - Epoch: [25][ 9800/12168] Overall Loss 0.024792 Objective Loss 0.000000 Distill Loss 0.024792 LR 0.000063 Time 0.547452 +2023-11-19 17:22:00,173 - Epoch: [25][ 9900/12168] Overall Loss 0.024706 Objective Loss 0.000000 Distill Loss 0.024706 LR 0.000063 Time 0.547440 +2023-11-19 17:22:54,905 - Epoch: [25][10000/12168] Overall Loss 0.024620 Objective Loss 0.000000 Distill Loss 0.024620 LR 0.000063 Time 0.547438 +2023-11-19 17:23:49,596 - Epoch: [25][10100/12168] Overall Loss 0.024537 Objective Loss 0.000000 Distill Loss 0.024537 LR 0.000063 Time 0.547432 +2023-11-19 17:24:44,264 - Epoch: [25][10200/12168] Overall Loss 0.024455 Objective Loss 0.000000 Distill Loss 0.024455 LR 0.000063 Time 0.547425 +2023-11-19 17:25:38,910 - Epoch: [25][10300/12168] Overall Loss 0.024373 Objective Loss 0.000000 Distill Loss 0.024373 LR 0.000063 Time 0.547415 +2023-11-19 17:26:33,553 - Epoch: [25][10400/12168] Overall Loss 0.024293 Objective Loss 0.000000 Distill Loss 0.024293 LR 0.000063 Time 0.547405 +2023-11-19 17:27:28,185 - Epoch: [25][10500/12168] Overall Loss 0.024214 Objective Loss 0.000000 Distill Loss 0.024214 LR 0.000063 Time 0.547395 +2023-11-19 17:28:22,787 - Epoch: [25][10600/12168] Overall Loss 0.024136 Objective Loss 0.000000 Distill Loss 0.024136 LR 0.000063 Time 0.547381 +2023-11-19 17:29:17,446 - Epoch: [25][10700/12168] Overall Loss 0.024059 Objective Loss 0.000000 Distill Loss 0.024059 LR 0.000063 Time 0.547374 +2023-11-19 17:30:12,093 - Epoch: [25][10800/12168] Overall Loss 0.023983 Objective Loss 0.000000 Distill Loss 0.023983 LR 0.000063 Time 0.547365 +2023-11-19 17:31:06,815 - Epoch: [25][10900/12168] Overall Loss 0.023909 Objective Loss 0.000000 Distill Loss 0.023909 LR 0.000063 Time 0.547363 +2023-11-19 17:32:01,463 - Epoch: [25][11000/12168] Overall Loss 0.023834 Objective Loss 0.000000 Distill Loss 0.023834 LR 0.000063 Time 0.547355 +2023-11-19 17:32:56,078 - Epoch: [25][11100/12168] Overall Loss 0.023762 Objective Loss 0.000000 Distill Loss 0.023762 LR 0.000063 Time 0.547344 +2023-11-19 17:33:50,726 - Epoch: [25][11200/12168] Overall Loss 0.023691 Objective Loss 0.000000 Distill Loss 0.023691 LR 0.000063 Time 0.547336 +2023-11-19 17:34:45,375 - Epoch: [25][11300/12168] Overall Loss 0.023620 Objective Loss 0.000000 Distill Loss 0.023620 LR 0.000063 Time 0.547328 +2023-11-19 17:35:40,082 - Epoch: [25][11400/12168] Overall Loss 0.023551 Objective Loss 0.000000 Distill Loss 0.023551 LR 0.000063 Time 0.547326 +2023-11-19 17:36:34,769 - Epoch: [25][11500/12168] Overall Loss 0.023482 Objective Loss 0.000000 Distill Loss 0.023482 LR 0.000063 Time 0.547322 +2023-11-19 17:37:29,457 - Epoch: [25][11600/12168] Overall Loss 0.023414 Objective Loss 0.000000 Distill Loss 0.023414 LR 0.000063 Time 0.547317 +2023-11-19 17:38:24,298 - Epoch: [25][11700/12168] Overall Loss 0.023348 Objective Loss 0.000000 Distill Loss 0.023348 LR 0.000063 Time 0.547327 +2023-11-19 17:39:18,922 - Epoch: [25][11800/12168] Overall Loss 0.023282 Objective Loss 0.000000 Distill Loss 0.023282 LR 0.000063 Time 0.547317 +2023-11-19 17:40:13,509 - Epoch: [25][11900/12168] Overall Loss 0.023217 Objective Loss 0.000000 Distill Loss 0.023217 LR 0.000063 Time 0.547305 +2023-11-19 17:41:08,173 - Epoch: [25][12000/12168] Overall Loss 0.023152 Objective Loss 0.000000 Distill Loss 0.023152 LR 0.000063 Time 0.547299 +2023-11-19 17:42:02,748 - Epoch: [25][12100/12168] Overall Loss 0.023089 Objective Loss 0.000000 Distill Loss 0.023089 LR 0.000063 Time 0.547286 +2023-11-19 17:42:39,676 - Epoch: [25][12168/12168] Overall Loss 0.023046 Objective Loss 0.000000 Distill Loss 0.023046 LR 0.000063 Time 0.547262 +2023-11-19 17:42:40,029 - --- validate (epoch=25)----------- +2023-11-19 17:42:40,029 - 167951 samples (256 per mini-batch) +2023-11-19 17:43:31,185 - Epoch: [25][ 100/ 657] Loss 0.000000 Overall Loss 0.015682 +2023-11-19 17:44:19,867 - Epoch: [25][ 200/ 657] Loss 0.000000 Overall Loss 0.015672 +2023-11-19 17:45:08,529 - Epoch: [25][ 300/ 657] Loss 0.000000 Overall Loss 0.015668 +2023-11-19 17:45:57,175 - Epoch: [25][ 400/ 657] Loss 0.000000 Overall Loss 0.015665 +2023-11-19 17:46:45,809 - Epoch: [25][ 500/ 657] Loss 0.000000 Overall Loss 0.015665 +2023-11-19 17:47:34,442 - Epoch: [25][ 600/ 657] Loss 0.000000 Overall Loss 0.015655 +2023-11-19 17:48:01,718 - Epoch: [25][ 657/ 657] Loss 0.000000 Overall Loss 0.015661 +2023-11-19 17:48:01,916 - ==> Overall Loss: 0.016 + +2023-11-19 17:48:01,919 - ==> Best [Overall Loss: 0.015661 on epoch: 25] +2023-11-19 17:48:01,919 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-19 17:48:01,933 - + +2023-11-19 17:48:01,933 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 17:49:06,569 - Epoch: [26][ 100/12168] Overall Loss 0.015429 Objective Loss 0.000000 Distill Loss 0.015429 LR 0.000063 Time 0.646319 +2023-11-19 17:50:01,165 - Epoch: [26][ 200/12168] Overall Loss 0.015399 Objective Loss 0.000000 Distill Loss 0.015399 LR 0.000063 Time 0.596126 +2023-11-19 17:50:55,844 - Epoch: [26][ 300/12168] Overall Loss 0.015417 Objective Loss 0.000000 Distill Loss 0.015417 LR 0.000063 Time 0.579668 +2023-11-19 17:51:50,478 - Epoch: [26][ 400/12168] Overall Loss 0.015398 Objective Loss 0.000000 Distill Loss 0.015398 LR 0.000063 Time 0.571329 +2023-11-19 17:52:45,137 - Epoch: [26][ 500/12168] Overall Loss 0.015379 Objective Loss 0.000000 Distill Loss 0.015379 LR 0.000063 Time 0.566375 +2023-11-19 17:53:39,785 - Epoch: [26][ 600/12168] Overall Loss 0.015366 Objective Loss 0.000000 Distill Loss 0.015366 LR 0.000063 Time 0.563054 +2023-11-19 17:54:34,507 - Epoch: [26][ 700/12168] Overall Loss 0.015358 Objective Loss 0.000000 Distill Loss 0.015358 LR 0.000063 Time 0.560786 +2023-11-19 17:55:29,092 - Epoch: [26][ 800/12168] Overall Loss 0.015349 Objective Loss 0.000000 Distill Loss 0.015349 LR 0.000063 Time 0.558916 +2023-11-19 17:56:23,847 - Epoch: [26][ 900/12168] Overall Loss 0.015352 Objective Loss 0.000000 Distill Loss 0.015352 LR 0.000063 Time 0.557649 +2023-11-19 17:57:18,513 - Epoch: [26][ 1000/12168] Overall Loss 0.015347 Objective Loss 0.000000 Distill Loss 0.015347 LR 0.000063 Time 0.556547 +2023-11-19 17:58:13,107 - Epoch: [26][ 1100/12168] Overall Loss 0.015336 Objective Loss 0.000000 Distill Loss 0.015336 LR 0.000063 Time 0.555580 +2023-11-19 17:59:07,698 - Epoch: [26][ 1200/12168] Overall Loss 0.015326 Objective Loss 0.000000 Distill Loss 0.015326 LR 0.000063 Time 0.554771 +2023-11-19 18:00:02,333 - Epoch: [26][ 1300/12168] Overall Loss 0.015317 Objective Loss 0.000000 Distill Loss 0.015317 LR 0.000063 Time 0.554121 +2023-11-19 18:00:56,923 - Epoch: [26][ 1400/12168] Overall Loss 0.015306 Objective Loss 0.000000 Distill Loss 0.015306 LR 0.000063 Time 0.553532 +2023-11-19 18:01:51,546 - Epoch: [26][ 1500/12168] Overall Loss 0.015303 Objective Loss 0.000000 Distill Loss 0.015303 LR 0.000063 Time 0.553043 +2023-11-19 18:02:46,113 - Epoch: [26][ 1600/12168] Overall Loss 0.015293 Objective Loss 0.000000 Distill Loss 0.015293 LR 0.000063 Time 0.552580 +2023-11-19 18:03:40,735 - Epoch: [26][ 1700/12168] Overall Loss 0.015288 Objective Loss 0.000000 Distill Loss 0.015288 LR 0.000063 Time 0.552204 +2023-11-19 18:04:35,298 - Epoch: [26][ 1800/12168] Overall Loss 0.015279 Objective Loss 0.000000 Distill Loss 0.015279 LR 0.000063 Time 0.551837 +2023-11-19 18:05:29,898 - Epoch: [26][ 1900/12168] Overall Loss 0.015267 Objective Loss 0.000000 Distill Loss 0.015267 LR 0.000063 Time 0.551528 +2023-11-19 18:06:24,539 - Epoch: [26][ 2000/12168] Overall Loss 0.015261 Objective Loss 0.000000 Distill Loss 0.015261 LR 0.000063 Time 0.551271 +2023-11-19 18:07:19,165 - Epoch: [26][ 2100/12168] Overall Loss 0.015256 Objective Loss 0.000000 Distill Loss 0.015256 LR 0.000063 Time 0.551031 +2023-11-19 18:08:13,808 - Epoch: [26][ 2200/12168] Overall Loss 0.015248 Objective Loss 0.000000 Distill Loss 0.015248 LR 0.000063 Time 0.550820 +2023-11-19 18:09:08,436 - Epoch: [26][ 2300/12168] Overall Loss 0.015234 Objective Loss 0.000000 Distill Loss 0.015234 LR 0.000063 Time 0.550622 +2023-11-19 18:10:02,951 - Epoch: [26][ 2400/12168] Overall Loss 0.015224 Objective Loss 0.000000 Distill Loss 0.015224 LR 0.000063 Time 0.550392 +2023-11-19 18:10:57,583 - Epoch: [26][ 2500/12168] Overall Loss 0.015214 Objective Loss 0.000000 Distill Loss 0.015214 LR 0.000063 Time 0.550228 +2023-11-19 18:11:52,187 - Epoch: [26][ 2600/12168] Overall Loss 0.015205 Objective Loss 0.000000 Distill Loss 0.015205 LR 0.000063 Time 0.550066 +2023-11-19 18:12:46,828 - Epoch: [26][ 2700/12168] Overall Loss 0.015198 Objective Loss 0.000000 Distill Loss 0.015198 LR 0.000063 Time 0.549930 +2023-11-19 18:13:41,457 - Epoch: [26][ 2800/12168] Overall Loss 0.015191 Objective Loss 0.000000 Distill Loss 0.015191 LR 0.000063 Time 0.549798 +2023-11-19 18:14:36,110 - Epoch: [26][ 2900/12168] Overall Loss 0.015186 Objective Loss 0.000000 Distill Loss 0.015186 LR 0.000063 Time 0.549685 +2023-11-19 18:15:30,773 - Epoch: [26][ 3000/12168] Overall Loss 0.015175 Objective Loss 0.000000 Distill Loss 0.015175 LR 0.000063 Time 0.549582 +2023-11-19 18:16:25,485 - Epoch: [26][ 3100/12168] Overall Loss 0.015165 Objective Loss 0.000000 Distill Loss 0.015165 LR 0.000063 Time 0.549501 +2023-11-19 18:17:20,095 - Epoch: [26][ 3200/12168] Overall Loss 0.015156 Objective Loss 0.000000 Distill Loss 0.015156 LR 0.000063 Time 0.549394 +2023-11-19 18:18:14,761 - Epoch: [26][ 3300/12168] Overall Loss 0.015150 Objective Loss 0.000000 Distill Loss 0.015150 LR 0.000063 Time 0.549310 +2023-11-19 18:19:09,377 - Epoch: [26][ 3400/12168] Overall Loss 0.015143 Objective Loss 0.000000 Distill Loss 0.015143 LR 0.000063 Time 0.549217 +2023-11-19 18:20:03,991 - Epoch: [26][ 3500/12168] Overall Loss 0.015138 Objective Loss 0.000000 Distill Loss 0.015138 LR 0.000063 Time 0.549128 +2023-11-19 18:20:58,593 - Epoch: [26][ 3600/12168] Overall Loss 0.015132 Objective Loss 0.000000 Distill Loss 0.015132 LR 0.000063 Time 0.549041 +2023-11-19 18:21:53,204 - Epoch: [26][ 3700/12168] Overall Loss 0.015127 Objective Loss 0.000000 Distill Loss 0.015127 LR 0.000063 Time 0.548961 +2023-11-19 18:22:47,788 - Epoch: [26][ 3800/12168] Overall Loss 0.015121 Objective Loss 0.000000 Distill Loss 0.015121 LR 0.000063 Time 0.548878 +2023-11-19 18:23:42,330 - Epoch: [26][ 3900/12168] Overall Loss 0.015114 Objective Loss 0.000000 Distill Loss 0.015114 LR 0.000063 Time 0.548788 +2023-11-19 18:24:37,012 - Epoch: [26][ 4000/12168] Overall Loss 0.015106 Objective Loss 0.000000 Distill Loss 0.015106 LR 0.000063 Time 0.548738 +2023-11-19 18:25:31,650 - Epoch: [26][ 4100/12168] Overall Loss 0.015100 Objective Loss 0.000000 Distill Loss 0.015100 LR 0.000063 Time 0.548680 +2023-11-19 18:26:26,203 - Epoch: [26][ 4200/12168] Overall Loss 0.015094 Objective Loss 0.000000 Distill Loss 0.015094 LR 0.000063 Time 0.548604 +2023-11-19 18:27:20,846 - Epoch: [26][ 4300/12168] Overall Loss 0.015088 Objective Loss 0.000000 Distill Loss 0.015088 LR 0.000063 Time 0.548553 +2023-11-19 18:28:15,485 - Epoch: [26][ 4400/12168] Overall Loss 0.015082 Objective Loss 0.000000 Distill Loss 0.015082 LR 0.000063 Time 0.548503 +2023-11-19 18:29:10,026 - Epoch: [26][ 4500/12168] Overall Loss 0.015078 Objective Loss 0.000000 Distill Loss 0.015078 LR 0.000063 Time 0.548434 +2023-11-19 18:30:04,731 - Epoch: [26][ 4600/12168] Overall Loss 0.015072 Objective Loss 0.000000 Distill Loss 0.015072 LR 0.000063 Time 0.548403 +2023-11-19 18:30:59,285 - Epoch: [26][ 4700/12168] Overall Loss 0.015064 Objective Loss 0.000000 Distill Loss 0.015064 LR 0.000063 Time 0.548342 +2023-11-19 18:31:53,825 - Epoch: [26][ 4800/12168] Overall Loss 0.015058 Objective Loss 0.000000 Distill Loss 0.015058 LR 0.000063 Time 0.548280 +2023-11-19 18:32:48,428 - Epoch: [26][ 4900/12168] Overall Loss 0.015052 Objective Loss 0.000000 Distill Loss 0.015052 LR 0.000063 Time 0.548233 +2023-11-19 18:33:43,054 - Epoch: [26][ 5000/12168] Overall Loss 0.015047 Objective Loss 0.000000 Distill Loss 0.015047 LR 0.000063 Time 0.548193 +2023-11-19 18:34:37,690 - Epoch: [26][ 5100/12168] Overall Loss 0.015042 Objective Loss 0.000000 Distill Loss 0.015042 LR 0.000063 Time 0.548156 +2023-11-19 18:35:32,336 - Epoch: [26][ 5200/12168] Overall Loss 0.015036 Objective Loss 0.000000 Distill Loss 0.015036 LR 0.000063 Time 0.548123 +2023-11-19 18:36:26,910 - Epoch: [26][ 5300/12168] Overall Loss 0.015031 Objective Loss 0.000000 Distill Loss 0.015031 LR 0.000063 Time 0.548078 +2023-11-19 18:37:21,458 - Epoch: [26][ 5400/12168] Overall Loss 0.015025 Objective Loss 0.000000 Distill Loss 0.015025 LR 0.000063 Time 0.548029 +2023-11-19 18:38:16,065 - Epoch: [26][ 5500/12168] Overall Loss 0.015020 Objective Loss 0.000000 Distill Loss 0.015020 LR 0.000063 Time 0.547993 +2023-11-19 18:39:10,790 - Epoch: [26][ 5600/12168] Overall Loss 0.015012 Objective Loss 0.000000 Distill Loss 0.015012 LR 0.000063 Time 0.547979 +2023-11-19 18:40:05,457 - Epoch: [26][ 5700/12168] Overall Loss 0.015007 Objective Loss 0.000000 Distill Loss 0.015007 LR 0.000063 Time 0.547955 +2023-11-19 18:41:00,158 - Epoch: [26][ 5800/12168] Overall Loss 0.015001 Objective Loss 0.000000 Distill Loss 0.015001 LR 0.000063 Time 0.547938 +2023-11-19 18:41:54,797 - Epoch: [26][ 5900/12168] Overall Loss 0.014998 Objective Loss 0.000000 Distill Loss 0.014998 LR 0.000063 Time 0.547912 +2023-11-19 18:42:49,399 - Epoch: [26][ 6000/12168] Overall Loss 0.014993 Objective Loss 0.000000 Distill Loss 0.014993 LR 0.000063 Time 0.547880 +2023-11-19 18:43:44,022 - Epoch: [26][ 6100/12168] Overall Loss 0.014987 Objective Loss 0.000000 Distill Loss 0.014987 LR 0.000063 Time 0.547852 +2023-11-19 18:44:38,673 - Epoch: [26][ 6200/12168] Overall Loss 0.014981 Objective Loss 0.000000 Distill Loss 0.014981 LR 0.000063 Time 0.547830 +2023-11-19 18:45:33,434 - Epoch: [26][ 6300/12168] Overall Loss 0.014977 Objective Loss 0.000000 Distill Loss 0.014977 LR 0.000063 Time 0.547826 +2023-11-19 18:46:28,062 - Epoch: [26][ 6400/12168] Overall Loss 0.014973 Objective Loss 0.000000 Distill Loss 0.014973 LR 0.000063 Time 0.547801 +2023-11-19 18:47:22,707 - Epoch: [26][ 6500/12168] Overall Loss 0.014968 Objective Loss 0.000000 Distill Loss 0.014968 LR 0.000063 Time 0.547780 +2023-11-19 18:48:17,372 - Epoch: [26][ 6600/12168] Overall Loss 0.014962 Objective Loss 0.000000 Distill Loss 0.014962 LR 0.000063 Time 0.547763 +2023-11-19 18:49:12,029 - Epoch: [26][ 6700/12168] Overall Loss 0.014957 Objective Loss 0.000000 Distill Loss 0.014957 LR 0.000063 Time 0.547744 +2023-11-19 18:50:06,651 - Epoch: [26][ 6800/12168] Overall Loss 0.014953 Objective Loss 0.000000 Distill Loss 0.014953 LR 0.000063 Time 0.547721 +2023-11-19 18:51:01,330 - Epoch: [26][ 6900/12168] Overall Loss 0.014948 Objective Loss 0.000000 Distill Loss 0.014948 LR 0.000063 Time 0.547707 +2023-11-19 18:51:55,969 - Epoch: [26][ 7000/12168] Overall Loss 0.014942 Objective Loss 0.000000 Distill Loss 0.014942 LR 0.000063 Time 0.547688 +2023-11-19 18:52:50,656 - Epoch: [26][ 7100/12168] Overall Loss 0.014937 Objective Loss 0.000000 Distill Loss 0.014937 LR 0.000063 Time 0.547676 +2023-11-19 18:53:45,282 - Epoch: [26][ 7200/12168] Overall Loss 0.014933 Objective Loss 0.000000 Distill Loss 0.014933 LR 0.000063 Time 0.547656 +2023-11-19 18:54:39,970 - Epoch: [26][ 7300/12168] Overall Loss 0.014928 Objective Loss 0.000000 Distill Loss 0.014928 LR 0.000063 Time 0.547645 +2023-11-19 18:55:34,623 - Epoch: [26][ 7400/12168] Overall Loss 0.014923 Objective Loss 0.000000 Distill Loss 0.014923 LR 0.000063 Time 0.547630 +2023-11-19 18:56:29,332 - Epoch: [26][ 7500/12168] Overall Loss 0.014918 Objective Loss 0.000000 Distill Loss 0.014918 LR 0.000063 Time 0.547622 +2023-11-19 18:57:24,035 - Epoch: [26][ 7600/12168] Overall Loss 0.014914 Objective Loss 0.000000 Distill Loss 0.014914 LR 0.000063 Time 0.547614 +2023-11-19 18:58:18,668 - Epoch: [26][ 7700/12168] Overall Loss 0.014910 Objective Loss 0.000000 Distill Loss 0.014910 LR 0.000063 Time 0.547597 +2023-11-19 18:59:13,355 - Epoch: [26][ 7800/12168] Overall Loss 0.014906 Objective Loss 0.000000 Distill Loss 0.014906 LR 0.000063 Time 0.547587 +2023-11-19 19:00:08,013 - Epoch: [26][ 7900/12168] Overall Loss 0.014902 Objective Loss 0.000000 Distill Loss 0.014902 LR 0.000063 Time 0.547574 +2023-11-19 19:01:02,705 - Epoch: [26][ 8000/12168] Overall Loss 0.014897 Objective Loss 0.000000 Distill Loss 0.014897 LR 0.000063 Time 0.547565 +2023-11-19 19:01:57,319 - Epoch: [26][ 8100/12168] Overall Loss 0.014892 Objective Loss 0.000000 Distill Loss 0.014892 LR 0.000063 Time 0.547547 +2023-11-19 19:02:51,920 - Epoch: [26][ 8200/12168] Overall Loss 0.014888 Objective Loss 0.000000 Distill Loss 0.014888 LR 0.000063 Time 0.547528 +2023-11-19 19:03:46,565 - Epoch: [26][ 8300/12168] Overall Loss 0.014885 Objective Loss 0.000000 Distill Loss 0.014885 LR 0.000063 Time 0.547515 +2023-11-19 19:04:41,155 - Epoch: [26][ 8400/12168] Overall Loss 0.014880 Objective Loss 0.000000 Distill Loss 0.014880 LR 0.000063 Time 0.547495 +2023-11-19 19:05:35,755 - Epoch: [26][ 8500/12168] Overall Loss 0.014876 Objective Loss 0.000000 Distill Loss 0.014876 LR 0.000063 Time 0.547477 +2023-11-19 19:06:30,353 - Epoch: [26][ 8600/12168] Overall Loss 0.014873 Objective Loss 0.000000 Distill Loss 0.014873 LR 0.000063 Time 0.547460 +2023-11-19 19:07:24,900 - Epoch: [26][ 8700/12168] Overall Loss 0.014870 Objective Loss 0.000000 Distill Loss 0.014870 LR 0.000063 Time 0.547436 +2023-11-19 19:08:19,485 - Epoch: [26][ 8800/12168] Overall Loss 0.014865 Objective Loss 0.000000 Distill Loss 0.014865 LR 0.000063 Time 0.547418 +2023-11-19 19:09:14,133 - Epoch: [26][ 8900/12168] Overall Loss 0.014861 Objective Loss 0.000000 Distill Loss 0.014861 LR 0.000063 Time 0.547407 +2023-11-19 19:10:08,749 - Epoch: [26][ 9000/12168] Overall Loss 0.014857 Objective Loss 0.000000 Distill Loss 0.014857 LR 0.000063 Time 0.547393 +2023-11-19 19:11:03,296 - Epoch: [26][ 9100/12168] Overall Loss 0.014854 Objective Loss 0.000000 Distill Loss 0.014854 LR 0.000063 Time 0.547372 +2023-11-19 19:11:57,881 - Epoch: [26][ 9200/12168] Overall Loss 0.014850 Objective Loss 0.000000 Distill Loss 0.014850 LR 0.000063 Time 0.547355 +2023-11-19 19:12:52,484 - Epoch: [26][ 9300/12168] Overall Loss 0.014846 Objective Loss 0.000000 Distill Loss 0.014846 LR 0.000063 Time 0.547340 +2023-11-19 19:13:47,044 - Epoch: [26][ 9400/12168] Overall Loss 0.014843 Objective Loss 0.000000 Distill Loss 0.014843 LR 0.000063 Time 0.547321 +2023-11-19 19:14:41,747 - Epoch: [26][ 9500/12168] Overall Loss 0.014838 Objective Loss 0.000000 Distill Loss 0.014838 LR 0.000063 Time 0.547318 +2023-11-19 19:15:36,486 - Epoch: [26][ 9600/12168] Overall Loss 0.014835 Objective Loss 0.000000 Distill Loss 0.014835 LR 0.000063 Time 0.547318 +2023-11-19 19:16:31,165 - Epoch: [26][ 9700/12168] Overall Loss 0.014831 Objective Loss 0.000000 Distill Loss 0.014831 LR 0.000063 Time 0.547312 +2023-11-19 19:17:25,866 - Epoch: [26][ 9800/12168] Overall Loss 0.014826 Objective Loss 0.000000 Distill Loss 0.014826 LR 0.000063 Time 0.547309 +2023-11-19 19:18:20,500 - Epoch: [26][ 9900/12168] Overall Loss 0.014822 Objective Loss 0.000000 Distill Loss 0.014822 LR 0.000063 Time 0.547299 +2023-11-19 19:19:15,333 - Epoch: [26][10000/12168] Overall Loss 0.014819 Objective Loss 0.000000 Distill Loss 0.014819 LR 0.000063 Time 0.547309 +2023-11-19 19:20:09,949 - Epoch: [26][10100/12168] Overall Loss 0.014816 Objective Loss 0.000000 Distill Loss 0.014816 LR 0.000063 Time 0.547297 +2023-11-19 19:21:04,701 - Epoch: [26][10200/12168] Overall Loss 0.014812 Objective Loss 0.000000 Distill Loss 0.014812 LR 0.000063 Time 0.547299 +2023-11-19 19:21:59,501 - Epoch: [26][10300/12168] Overall Loss 0.014809 Objective Loss 0.000000 Distill Loss 0.014809 LR 0.000063 Time 0.547306 +2023-11-19 19:22:54,333 - Epoch: [26][10400/12168] Overall Loss 0.014805 Objective Loss 0.000000 Distill Loss 0.014805 LR 0.000063 Time 0.547315 +2023-11-19 19:23:48,995 - Epoch: [26][10500/12168] Overall Loss 0.014802 Objective Loss 0.000000 Distill Loss 0.014802 LR 0.000063 Time 0.547308 +2023-11-19 19:24:43,712 - Epoch: [26][10600/12168] Overall Loss 0.014798 Objective Loss 0.000000 Distill Loss 0.014798 LR 0.000063 Time 0.547307 +2023-11-19 19:25:38,438 - Epoch: [26][10700/12168] Overall Loss 0.014795 Objective Loss 0.000000 Distill Loss 0.014795 LR 0.000063 Time 0.547306 +2023-11-19 19:26:33,090 - Epoch: [26][10800/12168] Overall Loss 0.014792 Objective Loss 0.000000 Distill Loss 0.014792 LR 0.000063 Time 0.547298 +2023-11-19 19:27:27,837 - Epoch: [26][10900/12168] Overall Loss 0.014788 Objective Loss 0.000000 Distill Loss 0.014788 LR 0.000063 Time 0.547300 +2023-11-19 19:28:22,526 - Epoch: [26][11000/12168] Overall Loss 0.014784 Objective Loss 0.000000 Distill Loss 0.014784 LR 0.000063 Time 0.547296 +2023-11-19 19:29:17,219 - Epoch: [26][11100/12168] Overall Loss 0.014781 Objective Loss 0.000000 Distill Loss 0.014781 LR 0.000063 Time 0.547292 +2023-11-19 19:30:11,838 - Epoch: [26][11200/12168] Overall Loss 0.014778 Objective Loss 0.000000 Distill Loss 0.014778 LR 0.000063 Time 0.547282 +2023-11-19 19:31:06,456 - Epoch: [26][11300/12168] Overall Loss 0.014775 Objective Loss 0.000000 Distill Loss 0.014775 LR 0.000063 Time 0.547272 +2023-11-19 19:32:01,171 - Epoch: [26][11400/12168] Overall Loss 0.014771 Objective Loss 0.000000 Distill Loss 0.014771 LR 0.000063 Time 0.547271 +2023-11-19 19:32:55,785 - Epoch: [26][11500/12168] Overall Loss 0.014768 Objective Loss 0.000000 Distill Loss 0.014768 LR 0.000063 Time 0.547260 +2023-11-19 19:33:50,537 - Epoch: [26][11600/12168] Overall Loss 0.014765 Objective Loss 0.000000 Distill Loss 0.014765 LR 0.000063 Time 0.547262 +2023-11-19 19:34:45,183 - Epoch: [26][11700/12168] Overall Loss 0.014763 Objective Loss 0.000000 Distill Loss 0.014763 LR 0.000063 Time 0.547255 +2023-11-19 19:35:39,904 - Epoch: [26][11800/12168] Overall Loss 0.014760 Objective Loss 0.000000 Distill Loss 0.014760 LR 0.000063 Time 0.547255 +2023-11-19 19:36:34,591 - Epoch: [26][11900/12168] Overall Loss 0.014755 Objective Loss 0.000000 Distill Loss 0.014755 LR 0.000063 Time 0.547251 +2023-11-19 19:37:29,273 - Epoch: [26][12000/12168] Overall Loss 0.014750 Objective Loss 0.000000 Distill Loss 0.014750 LR 0.000063 Time 0.547247 +2023-11-19 19:38:24,016 - Epoch: [26][12100/12168] Overall Loss 0.014747 Objective Loss 0.000000 Distill Loss 0.014747 LR 0.000063 Time 0.547249 +2023-11-19 19:39:01,014 - Epoch: [26][12168/12168] Overall Loss 0.014744 Objective Loss 0.000000 Distill Loss 0.014744 LR 0.000063 Time 0.547231 +2023-11-19 19:39:01,376 - --- validate (epoch=26)----------- +2023-11-19 19:39:01,376 - 167951 samples (256 per mini-batch) +2023-11-19 19:39:52,556 - Epoch: [26][ 100/ 657] Loss 0.000000 Overall Loss 0.014590 +2023-11-19 19:40:41,216 - Epoch: [26][ 200/ 657] Loss 0.000000 Overall Loss 0.014571 +2023-11-19 19:41:29,871 - Epoch: [26][ 300/ 657] Loss 0.000000 Overall Loss 0.014568 +2023-11-19 19:42:18,560 - Epoch: [26][ 400/ 657] Loss 0.000000 Overall Loss 0.014560 +2023-11-19 19:43:07,199 - Epoch: [26][ 500/ 657] Loss 0.000000 Overall Loss 0.014561 +2023-11-19 19:43:55,861 - Epoch: [26][ 600/ 657] Loss 0.000000 Overall Loss 0.014562 +2023-11-19 19:44:23,170 - Epoch: [26][ 657/ 657] Loss 0.000000 Overall Loss 0.014566 +2023-11-19 19:44:23,374 - ==> Overall Loss: 0.015 + +2023-11-19 19:44:23,376 - ==> Best [Overall Loss: 0.014566 on epoch: 26] +2023-11-19 19:44:23,376 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-19 19:44:23,403 - + +2023-11-19 19:44:23,403 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 19:45:28,058 - Epoch: [27][ 100/12168] Overall Loss 0.014195 Objective Loss 0.000000 Distill Loss 0.014195 LR 0.000063 Time 0.646506 +2023-11-19 19:46:22,633 - Epoch: [27][ 200/12168] Overall Loss 0.014204 Objective Loss 0.000000 Distill Loss 0.014204 LR 0.000063 Time 0.596112 +2023-11-19 19:47:17,260 - Epoch: [27][ 300/12168] Overall Loss 0.014216 Objective Loss 0.000000 Distill Loss 0.014216 LR 0.000063 Time 0.579489 +2023-11-19 19:48:11,877 - Epoch: [27][ 400/12168] Overall Loss 0.014201 Objective Loss 0.000000 Distill Loss 0.014201 LR 0.000063 Time 0.571152 +2023-11-19 19:49:06,641 - Epoch: [27][ 500/12168] Overall Loss 0.014196 Objective Loss 0.000000 Distill Loss 0.014196 LR 0.000063 Time 0.566443 +2023-11-19 19:50:01,192 - Epoch: [27][ 600/12168] Overall Loss 0.014189 Objective Loss 0.000000 Distill Loss 0.014189 LR 0.000063 Time 0.562949 +2023-11-19 19:50:55,806 - Epoch: [27][ 700/12168] Overall Loss 0.014192 Objective Loss 0.000000 Distill Loss 0.014192 LR 0.000063 Time 0.560543 +2023-11-19 19:51:50,445 - Epoch: [27][ 800/12168] Overall Loss 0.014189 Objective Loss 0.000000 Distill Loss 0.014189 LR 0.000063 Time 0.558770 +2023-11-19 19:52:45,135 - Epoch: [27][ 900/12168] Overall Loss 0.014188 Objective Loss 0.000000 Distill Loss 0.014188 LR 0.000063 Time 0.557447 +2023-11-19 19:53:39,738 - Epoch: [27][ 1000/12168] Overall Loss 0.014188 Objective Loss 0.000000 Distill Loss 0.014188 LR 0.000063 Time 0.556302 +2023-11-19 19:54:34,350 - Epoch: [27][ 1100/12168] Overall Loss 0.014186 Objective Loss 0.000000 Distill Loss 0.014186 LR 0.000063 Time 0.555374 +2023-11-19 19:55:29,017 - Epoch: [27][ 1200/12168] Overall Loss 0.014181 Objective Loss 0.000000 Distill Loss 0.014181 LR 0.000063 Time 0.554646 +2023-11-19 19:56:23,636 - Epoch: [27][ 1300/12168] Overall Loss 0.014177 Objective Loss 0.000000 Distill Loss 0.014177 LR 0.000063 Time 0.553993 +2023-11-19 19:57:18,221 - Epoch: [27][ 1400/12168] Overall Loss 0.014176 Objective Loss 0.000000 Distill Loss 0.014176 LR 0.000063 Time 0.553409 +2023-11-19 19:58:12,842 - Epoch: [27][ 1500/12168] Overall Loss 0.014172 Objective Loss 0.000000 Distill Loss 0.014172 LR 0.000063 Time 0.552927 +2023-11-19 19:59:07,521 - Epoch: [27][ 1600/12168] Overall Loss 0.014171 Objective Loss 0.000000 Distill Loss 0.014171 LR 0.000063 Time 0.552541 +2023-11-19 20:00:02,196 - Epoch: [27][ 1700/12168] Overall Loss 0.014170 Objective Loss 0.000000 Distill Loss 0.014170 LR 0.000063 Time 0.552199 +2023-11-19 20:00:56,760 - Epoch: [27][ 1800/12168] Overall Loss 0.014165 Objective Loss 0.000000 Distill Loss 0.014165 LR 0.000063 Time 0.551833 +2023-11-19 20:01:51,377 - Epoch: [27][ 1900/12168] Overall Loss 0.014164 Objective Loss 0.000000 Distill Loss 0.014164 LR 0.000063 Time 0.551533 +2023-11-19 20:02:45,972 - Epoch: [27][ 2000/12168] Overall Loss 0.014162 Objective Loss 0.000000 Distill Loss 0.014162 LR 0.000063 Time 0.551253 +2023-11-19 20:03:40,591 - Epoch: [27][ 2100/12168] Overall Loss 0.014162 Objective Loss 0.000000 Distill Loss 0.014162 LR 0.000063 Time 0.551010 +2023-11-19 20:04:35,241 - Epoch: [27][ 2200/12168] Overall Loss 0.014161 Objective Loss 0.000000 Distill Loss 0.014161 LR 0.000063 Time 0.550804 +2023-11-19 20:05:29,900 - Epoch: [27][ 2300/12168] Overall Loss 0.014155 Objective Loss 0.000000 Distill Loss 0.014155 LR 0.000063 Time 0.550619 +2023-11-19 20:06:24,538 - Epoch: [27][ 2400/12168] Overall Loss 0.014152 Objective Loss 0.000000 Distill Loss 0.014152 LR 0.000063 Time 0.550441 +2023-11-19 20:07:19,192 - Epoch: [27][ 2500/12168] Overall Loss 0.014149 Objective Loss 0.000000 Distill Loss 0.014149 LR 0.000063 Time 0.550284 +2023-11-19 20:08:13,825 - Epoch: [27][ 2600/12168] Overall Loss 0.014145 Objective Loss 0.000000 Distill Loss 0.014145 LR 0.000063 Time 0.550131 +2023-11-19 20:09:08,438 - Epoch: [27][ 2700/12168] Overall Loss 0.014143 Objective Loss 0.000000 Distill Loss 0.014143 LR 0.000063 Time 0.549981 +2023-11-19 20:10:03,028 - Epoch: [27][ 2800/12168] Overall Loss 0.014141 Objective Loss 0.000000 Distill Loss 0.014141 LR 0.000063 Time 0.549834 +2023-11-19 20:10:57,635 - Epoch: [27][ 2900/12168] Overall Loss 0.014139 Objective Loss 0.000000 Distill Loss 0.014139 LR 0.000063 Time 0.549704 +2023-11-19 20:11:52,340 - Epoch: [27][ 3000/12168] Overall Loss 0.014137 Objective Loss 0.000000 Distill Loss 0.014137 LR 0.000063 Time 0.549614 +2023-11-19 20:12:46,913 - Epoch: [27][ 3100/12168] Overall Loss 0.014130 Objective Loss 0.000000 Distill Loss 0.014130 LR 0.000063 Time 0.549488 +2023-11-19 20:13:41,426 - Epoch: [27][ 3200/12168] Overall Loss 0.014126 Objective Loss 0.000000 Distill Loss 0.014126 LR 0.000063 Time 0.549350 +2023-11-19 20:14:36,090 - Epoch: [27][ 3300/12168] Overall Loss 0.014124 Objective Loss 0.000000 Distill Loss 0.014124 LR 0.000063 Time 0.549267 +2023-11-19 20:15:30,795 - Epoch: [27][ 3400/12168] Overall Loss 0.014122 Objective Loss 0.000000 Distill Loss 0.014122 LR 0.000063 Time 0.549201 +2023-11-19 20:16:25,368 - Epoch: [27][ 3500/12168] Overall Loss 0.014122 Objective Loss 0.000000 Distill Loss 0.014122 LR 0.000063 Time 0.549101 +2023-11-19 20:17:20,026 - Epoch: [27][ 3600/12168] Overall Loss 0.014119 Objective Loss 0.000000 Distill Loss 0.014119 LR 0.000063 Time 0.549031 +2023-11-19 20:18:14,639 - Epoch: [27][ 3700/12168] Overall Loss 0.014117 Objective Loss 0.000000 Distill Loss 0.014117 LR 0.000063 Time 0.548951 +2023-11-19 20:19:09,394 - Epoch: [27][ 3800/12168] Overall Loss 0.014116 Objective Loss 0.000000 Distill Loss 0.014116 LR 0.000063 Time 0.548913 +2023-11-19 20:20:04,020 - Epoch: [27][ 3900/12168] Overall Loss 0.014113 Objective Loss 0.000000 Distill Loss 0.014113 LR 0.000063 Time 0.548845 +2023-11-19 20:20:58,650 - Epoch: [27][ 4000/12168] Overall Loss 0.014110 Objective Loss 0.000000 Distill Loss 0.014110 LR 0.000063 Time 0.548780 +2023-11-19 20:21:53,321 - Epoch: [27][ 4100/12168] Overall Loss 0.014108 Objective Loss 0.000000 Distill Loss 0.014108 LR 0.000063 Time 0.548729 +2023-11-19 20:22:48,021 - Epoch: [27][ 4200/12168] Overall Loss 0.014106 Objective Loss 0.000000 Distill Loss 0.014106 LR 0.000063 Time 0.548687 +2023-11-19 20:23:43,040 - Epoch: [27][ 4300/12168] Overall Loss 0.014104 Objective Loss 0.000000 Distill Loss 0.014104 LR 0.000063 Time 0.548721 +2023-11-19 20:24:37,811 - Epoch: [27][ 4400/12168] Overall Loss 0.014101 Objective Loss 0.000000 Distill Loss 0.014101 LR 0.000063 Time 0.548697 +2023-11-19 20:25:32,411 - Epoch: [27][ 4500/12168] Overall Loss 0.014100 Objective Loss 0.000000 Distill Loss 0.014100 LR 0.000063 Time 0.548637 +2023-11-19 20:26:26,983 - Epoch: [27][ 4600/12168] Overall Loss 0.014097 Objective Loss 0.000000 Distill Loss 0.014097 LR 0.000063 Time 0.548573 +2023-11-19 20:27:21,707 - Epoch: [27][ 4700/12168] Overall Loss 0.014096 Objective Loss 0.000000 Distill Loss 0.014096 LR 0.000063 Time 0.548544 +2023-11-19 20:28:16,366 - Epoch: [27][ 4800/12168] Overall Loss 0.014093 Objective Loss 0.000000 Distill Loss 0.014093 LR 0.000063 Time 0.548502 +2023-11-19 20:29:10,995 - Epoch: [27][ 4900/12168] Overall Loss 0.014091 Objective Loss 0.000000 Distill Loss 0.014091 LR 0.000063 Time 0.548456 +2023-11-19 20:30:05,639 - Epoch: [27][ 5000/12168] Overall Loss 0.014090 Objective Loss 0.000000 Distill Loss 0.014090 LR 0.000063 Time 0.548416 +2023-11-19 20:31:00,309 - Epoch: [27][ 5100/12168] Overall Loss 0.014091 Objective Loss 0.000000 Distill Loss 0.014091 LR 0.000063 Time 0.548381 +2023-11-19 20:31:54,906 - Epoch: [27][ 5200/12168] Overall Loss 0.014089 Objective Loss 0.000000 Distill Loss 0.014089 LR 0.000063 Time 0.548334 +2023-11-19 20:32:49,614 - Epoch: [27][ 5300/12168] Overall Loss 0.014087 Objective Loss 0.000000 Distill Loss 0.014087 LR 0.000063 Time 0.548310 +2023-11-19 20:33:44,200 - Epoch: [27][ 5400/12168] Overall Loss 0.014085 Objective Loss 0.000000 Distill Loss 0.014085 LR 0.000063 Time 0.548264 +2023-11-19 20:34:38,851 - Epoch: [27][ 5500/12168] Overall Loss 0.014084 Objective Loss 0.000000 Distill Loss 0.014084 LR 0.000063 Time 0.548232 +2023-11-19 20:35:33,467 - Epoch: [27][ 5600/12168] Overall Loss 0.014081 Objective Loss 0.000000 Distill Loss 0.014081 LR 0.000063 Time 0.548194 +2023-11-19 20:36:28,168 - Epoch: [27][ 5700/12168] Overall Loss 0.014080 Objective Loss 0.000000 Distill Loss 0.014080 LR 0.000063 Time 0.548173 +2023-11-19 20:37:22,833 - Epoch: [27][ 5800/12168] Overall Loss 0.014076 Objective Loss 0.000000 Distill Loss 0.014076 LR 0.000063 Time 0.548146 +2023-11-19 20:38:17,589 - Epoch: [27][ 5900/12168] Overall Loss 0.014076 Objective Loss 0.000000 Distill Loss 0.014076 LR 0.000063 Time 0.548135 +2023-11-19 20:39:12,317 - Epoch: [27][ 6000/12168] Overall Loss 0.014075 Objective Loss 0.000000 Distill Loss 0.014075 LR 0.000063 Time 0.548121 +2023-11-19 20:40:06,992 - Epoch: [27][ 6100/12168] Overall Loss 0.014072 Objective Loss 0.000000 Distill Loss 0.014072 LR 0.000063 Time 0.548098 +2023-11-19 20:41:01,666 - Epoch: [27][ 6200/12168] Overall Loss 0.014070 Objective Loss 0.000000 Distill Loss 0.014070 LR 0.000063 Time 0.548075 +2023-11-19 20:41:56,340 - Epoch: [27][ 6300/12168] Overall Loss 0.014069 Objective Loss 0.000000 Distill Loss 0.014069 LR 0.000063 Time 0.548054 +2023-11-19 20:42:50,983 - Epoch: [27][ 6400/12168] Overall Loss 0.014067 Objective Loss 0.000000 Distill Loss 0.014067 LR 0.000063 Time 0.548028 +2023-11-19 20:43:45,763 - Epoch: [27][ 6500/12168] Overall Loss 0.014065 Objective Loss 0.000000 Distill Loss 0.014065 LR 0.000063 Time 0.548024 +2023-11-19 20:44:40,413 - Epoch: [27][ 6600/12168] Overall Loss 0.014063 Objective Loss 0.000000 Distill Loss 0.014063 LR 0.000063 Time 0.548000 +2023-11-19 20:45:35,128 - Epoch: [27][ 6700/12168] Overall Loss 0.014061 Objective Loss 0.000000 Distill Loss 0.014061 LR 0.000063 Time 0.547987 +2023-11-19 20:46:29,862 - Epoch: [27][ 6800/12168] Overall Loss 0.014059 Objective Loss 0.000000 Distill Loss 0.014059 LR 0.000063 Time 0.547977 +2023-11-19 20:47:24,597 - Epoch: [27][ 6900/12168] Overall Loss 0.014057 Objective Loss 0.000000 Distill Loss 0.014057 LR 0.000063 Time 0.547968 +2023-11-19 20:48:19,347 - Epoch: [27][ 7000/12168] Overall Loss 0.014055 Objective Loss 0.000000 Distill Loss 0.014055 LR 0.000063 Time 0.547961 +2023-11-19 20:49:14,013 - Epoch: [27][ 7100/12168] Overall Loss 0.014054 Objective Loss 0.000000 Distill Loss 0.014054 LR 0.000063 Time 0.547942 +2023-11-19 20:50:08,692 - Epoch: [27][ 7200/12168] Overall Loss 0.014053 Objective Loss 0.000000 Distill Loss 0.014053 LR 0.000063 Time 0.547925 +2023-11-19 20:51:03,373 - Epoch: [27][ 7300/12168] Overall Loss 0.014051 Objective Loss 0.000000 Distill Loss 0.014051 LR 0.000063 Time 0.547910 +2023-11-19 20:51:58,015 - Epoch: [27][ 7400/12168] Overall Loss 0.014049 Objective Loss 0.000000 Distill Loss 0.014049 LR 0.000063 Time 0.547889 +2023-11-19 20:52:52,697 - Epoch: [27][ 7500/12168] Overall Loss 0.014047 Objective Loss 0.000000 Distill Loss 0.014047 LR 0.000063 Time 0.547874 +2023-11-19 20:53:47,433 - Epoch: [27][ 7600/12168] Overall Loss 0.014047 Objective Loss 0.000000 Distill Loss 0.014047 LR 0.000063 Time 0.547867 +2023-11-19 20:54:42,117 - Epoch: [27][ 7700/12168] Overall Loss 0.014047 Objective Loss 0.000000 Distill Loss 0.014047 LR 0.000063 Time 0.547854 +2023-11-19 20:55:36,767 - Epoch: [27][ 7800/12168] Overall Loss 0.014046 Objective Loss 0.000000 Distill Loss 0.014046 LR 0.000063 Time 0.547836 +2023-11-19 20:56:31,399 - Epoch: [27][ 7900/12168] Overall Loss 0.014046 Objective Loss 0.000000 Distill Loss 0.014046 LR 0.000063 Time 0.547816 +2023-11-19 20:57:26,069 - Epoch: [27][ 8000/12168] Overall Loss 0.014044 Objective Loss 0.000000 Distill Loss 0.014044 LR 0.000063 Time 0.547802 +2023-11-19 20:58:20,804 - Epoch: [27][ 8100/12168] Overall Loss 0.014043 Objective Loss 0.000000 Distill Loss 0.014043 LR 0.000063 Time 0.547796 +2023-11-19 20:59:15,423 - Epoch: [27][ 8200/12168] Overall Loss 0.014042 Objective Loss 0.000000 Distill Loss 0.014042 LR 0.000063 Time 0.547776 +2023-11-19 21:00:10,072 - Epoch: [27][ 8300/12168] Overall Loss 0.014041 Objective Loss 0.000000 Distill Loss 0.014041 LR 0.000063 Time 0.547760 +2023-11-19 21:01:04,748 - Epoch: [27][ 8400/12168] Overall Loss 0.014040 Objective Loss 0.000000 Distill Loss 0.014040 LR 0.000063 Time 0.547748 +2023-11-19 21:01:59,348 - Epoch: [27][ 8500/12168] Overall Loss 0.014039 Objective Loss 0.000000 Distill Loss 0.014039 LR 0.000063 Time 0.547727 +2023-11-19 21:02:53,984 - Epoch: [27][ 8600/12168] Overall Loss 0.014038 Objective Loss 0.000000 Distill Loss 0.014038 LR 0.000063 Time 0.547711 +2023-11-19 21:03:48,607 - Epoch: [27][ 8700/12168] Overall Loss 0.014038 Objective Loss 0.000000 Distill Loss 0.014038 LR 0.000063 Time 0.547693 +2023-11-19 21:04:43,194 - Epoch: [27][ 8800/12168] Overall Loss 0.014036 Objective Loss 0.000000 Distill Loss 0.014036 LR 0.000063 Time 0.547672 +2023-11-19 21:05:37,817 - Epoch: [27][ 8900/12168] Overall Loss 0.014035 Objective Loss 0.000000 Distill Loss 0.014035 LR 0.000063 Time 0.547656 +2023-11-19 21:06:32,481 - Epoch: [27][ 9000/12168] Overall Loss 0.014033 Objective Loss 0.000000 Distill Loss 0.014033 LR 0.000063 Time 0.547644 +2023-11-19 21:07:27,011 - Epoch: [27][ 9100/12168] Overall Loss 0.014033 Objective Loss 0.000000 Distill Loss 0.014033 LR 0.000063 Time 0.547618 +2023-11-19 21:08:21,703 - Epoch: [27][ 9200/12168] Overall Loss 0.014032 Objective Loss 0.000000 Distill Loss 0.014032 LR 0.000063 Time 0.547610 +2023-11-19 21:09:16,319 - Epoch: [27][ 9300/12168] Overall Loss 0.014031 Objective Loss 0.000000 Distill Loss 0.014031 LR 0.000063 Time 0.547594 +2023-11-19 21:10:10,959 - Epoch: [27][ 9400/12168] Overall Loss 0.014031 Objective Loss 0.000000 Distill Loss 0.014031 LR 0.000063 Time 0.547581 +2023-11-19 21:11:05,651 - Epoch: [27][ 9500/12168] Overall Loss 0.014029 Objective Loss 0.000000 Distill Loss 0.014029 LR 0.000063 Time 0.547574 +2023-11-19 21:12:00,364 - Epoch: [27][ 9600/12168] Overall Loss 0.014028 Objective Loss 0.000000 Distill Loss 0.014028 LR 0.000063 Time 0.547569 +2023-11-19 21:12:55,029 - Epoch: [27][ 9700/12168] Overall Loss 0.014028 Objective Loss 0.000000 Distill Loss 0.014028 LR 0.000063 Time 0.547559 +2023-11-19 21:13:49,821 - Epoch: [27][ 9800/12168] Overall Loss 0.014026 Objective Loss 0.000000 Distill Loss 0.014026 LR 0.000063 Time 0.547562 +2023-11-19 21:14:44,530 - Epoch: [27][ 9900/12168] Overall Loss 0.014025 Objective Loss 0.000000 Distill Loss 0.014025 LR 0.000063 Time 0.547557 +2023-11-19 21:15:39,140 - Epoch: [27][10000/12168] Overall Loss 0.014024 Objective Loss 0.000000 Distill Loss 0.014024 LR 0.000063 Time 0.547542 +2023-11-19 21:16:33,781 - Epoch: [27][10100/12168] Overall Loss 0.014024 Objective Loss 0.000000 Distill Loss 0.014024 LR 0.000063 Time 0.547531 +2023-11-19 21:17:28,544 - Epoch: [27][10200/12168] Overall Loss 0.014022 Objective Loss 0.000000 Distill Loss 0.014022 LR 0.000063 Time 0.547531 +2023-11-19 21:18:23,186 - Epoch: [27][10300/12168] Overall Loss 0.014021 Objective Loss 0.000000 Distill Loss 0.014021 LR 0.000063 Time 0.547520 +2023-11-19 21:19:17,812 - Epoch: [27][10400/12168] Overall Loss 0.014021 Objective Loss 0.000000 Distill Loss 0.014021 LR 0.000063 Time 0.547508 +2023-11-19 21:20:12,558 - Epoch: [27][10500/12168] Overall Loss 0.014020 Objective Loss 0.000000 Distill Loss 0.014020 LR 0.000063 Time 0.547507 +2023-11-19 21:21:07,215 - Epoch: [27][10600/12168] Overall Loss 0.014019 Objective Loss 0.000000 Distill Loss 0.014019 LR 0.000063 Time 0.547498 +2023-11-19 21:22:01,917 - Epoch: [27][10700/12168] Overall Loss 0.014018 Objective Loss 0.000000 Distill Loss 0.014018 LR 0.000063 Time 0.547493 +2023-11-19 21:22:56,636 - Epoch: [27][10800/12168] Overall Loss 0.014017 Objective Loss 0.000000 Distill Loss 0.014017 LR 0.000063 Time 0.547490 +2023-11-19 21:23:51,261 - Epoch: [27][10900/12168] Overall Loss 0.014016 Objective Loss 0.000000 Distill Loss 0.014016 LR 0.000063 Time 0.547478 +2023-11-19 21:24:45,908 - Epoch: [27][11000/12168] Overall Loss 0.014015 Objective Loss 0.000000 Distill Loss 0.014015 LR 0.000063 Time 0.547469 +2023-11-19 21:25:40,543 - Epoch: [27][11100/12168] Overall Loss 0.014014 Objective Loss 0.000000 Distill Loss 0.014014 LR 0.000063 Time 0.547459 +2023-11-19 21:26:35,157 - Epoch: [27][11200/12168] Overall Loss 0.014013 Objective Loss 0.000000 Distill Loss 0.014013 LR 0.000063 Time 0.547447 +2023-11-19 21:27:29,755 - Epoch: [27][11300/12168] Overall Loss 0.014013 Objective Loss 0.000000 Distill Loss 0.014013 LR 0.000063 Time 0.547433 +2023-11-19 21:28:24,358 - Epoch: [27][11400/12168] Overall Loss 0.014012 Objective Loss 0.000000 Distill Loss 0.014012 LR 0.000063 Time 0.547421 +2023-11-19 21:29:19,018 - Epoch: [27][11500/12168] Overall Loss 0.014011 Objective Loss 0.000000 Distill Loss 0.014011 LR 0.000063 Time 0.547413 +2023-11-19 21:30:13,681 - Epoch: [27][11600/12168] Overall Loss 0.014010 Objective Loss 0.000000 Distill Loss 0.014010 LR 0.000063 Time 0.547406 +2023-11-19 21:31:08,323 - Epoch: [27][11700/12168] Overall Loss 0.014010 Objective Loss 0.000000 Distill Loss 0.014010 LR 0.000063 Time 0.547398 +2023-11-19 21:32:03,017 - Epoch: [27][11800/12168] Overall Loss 0.014009 Objective Loss 0.000000 Distill Loss 0.014009 LR 0.000063 Time 0.547394 +2023-11-19 21:32:57,657 - Epoch: [27][11900/12168] Overall Loss 0.014008 Objective Loss 0.000000 Distill Loss 0.014008 LR 0.000063 Time 0.547385 +2023-11-19 21:33:52,459 - Epoch: [27][12000/12168] Overall Loss 0.014007 Objective Loss 0.000000 Distill Loss 0.014007 LR 0.000063 Time 0.547390 +2023-11-19 21:34:47,188 - Epoch: [27][12100/12168] Overall Loss 0.014006 Objective Loss 0.000000 Distill Loss 0.014006 LR 0.000063 Time 0.547389 +2023-11-19 21:35:24,159 - Epoch: [27][12168/12168] Overall Loss 0.014006 Objective Loss 0.000000 Distill Loss 0.014006 LR 0.000063 Time 0.547368 +2023-11-19 21:35:24,528 - --- validate (epoch=27)----------- +2023-11-19 21:35:24,528 - 167951 samples (256 per mini-batch) +2023-11-19 21:36:15,488 - Epoch: [27][ 100/ 657] Loss 0.000000 Overall Loss 0.014426 +2023-11-19 21:37:04,181 - Epoch: [27][ 200/ 657] Loss 0.000000 Overall Loss 0.014406 +2023-11-19 21:37:52,828 - Epoch: [27][ 300/ 657] Loss 0.000000 Overall Loss 0.014409 +2023-11-19 21:38:41,486 - Epoch: [27][ 400/ 657] Loss 0.000000 Overall Loss 0.014412 +2023-11-19 21:39:30,145 - Epoch: [27][ 500/ 657] Loss 0.000000 Overall Loss 0.014420 +2023-11-19 21:40:18,777 - Epoch: [27][ 600/ 657] Loss 0.000000 Overall Loss 0.014427 +2023-11-19 21:40:46,063 - Epoch: [27][ 657/ 657] Loss 0.000000 Overall Loss 0.014429 +2023-11-19 21:40:46,262 - ==> Overall Loss: 0.014 + +2023-11-19 21:40:46,265 - ==> Best [Overall Loss: 0.014429 on epoch: 27] +2023-11-19 21:40:46,265 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-19 21:40:46,307 - + +2023-11-19 21:40:46,307 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 21:41:51,447 - Epoch: [28][ 100/12168] Overall Loss 0.013829 Objective Loss 0.000000 Distill Loss 0.013829 LR 0.000063 Time 0.651360 +2023-11-19 21:42:46,037 - Epoch: [28][ 200/12168] Overall Loss 0.013847 Objective Loss 0.000000 Distill Loss 0.013847 LR 0.000063 Time 0.598616 +2023-11-19 21:43:40,652 - Epoch: [28][ 300/12168] Overall Loss 0.013864 Objective Loss 0.000000 Distill Loss 0.013864 LR 0.000063 Time 0.581117 +2023-11-19 21:44:35,255 - Epoch: [28][ 400/12168] Overall Loss 0.013868 Objective Loss 0.000000 Distill Loss 0.013868 LR 0.000063 Time 0.572337 +2023-11-19 21:45:29,894 - Epoch: [28][ 500/12168] Overall Loss 0.013863 Objective Loss 0.000000 Distill Loss 0.013863 LR 0.000063 Time 0.567141 +2023-11-19 21:46:24,490 - Epoch: [28][ 600/12168] Overall Loss 0.013864 Objective Loss 0.000000 Distill Loss 0.013864 LR 0.000063 Time 0.563606 +2023-11-19 21:47:19,091 - Epoch: [28][ 700/12168] Overall Loss 0.013855 Objective Loss 0.000000 Distill Loss 0.013855 LR 0.000063 Time 0.561088 +2023-11-19 21:48:13,802 - Epoch: [28][ 800/12168] Overall Loss 0.013847 Objective Loss 0.000000 Distill Loss 0.013847 LR 0.000063 Time 0.559337 +2023-11-19 21:49:08,354 - Epoch: [28][ 900/12168] Overall Loss 0.013851 Objective Loss 0.000000 Distill Loss 0.013851 LR 0.000063 Time 0.557798 +2023-11-19 21:50:02,964 - Epoch: [28][ 1000/12168] Overall Loss 0.013860 Objective Loss 0.000000 Distill Loss 0.013860 LR 0.000063 Time 0.556625 +2023-11-19 21:50:57,580 - Epoch: [28][ 1100/12168] Overall Loss 0.013856 Objective Loss 0.000000 Distill Loss 0.013856 LR 0.000063 Time 0.555671 +2023-11-19 21:51:52,202 - Epoch: [28][ 1200/12168] Overall Loss 0.013858 Objective Loss 0.000000 Distill Loss 0.013858 LR 0.000063 Time 0.554881 +2023-11-19 21:52:46,807 - Epoch: [28][ 1300/12168] Overall Loss 0.013855 Objective Loss 0.000000 Distill Loss 0.013855 LR 0.000063 Time 0.554199 +2023-11-19 21:53:41,397 - Epoch: [28][ 1400/12168] Overall Loss 0.013855 Objective Loss 0.000000 Distill Loss 0.013855 LR 0.000063 Time 0.553604 +2023-11-19 21:54:36,035 - Epoch: [28][ 1500/12168] Overall Loss 0.013855 Objective Loss 0.000000 Distill Loss 0.013855 LR 0.000063 Time 0.553121 +2023-11-19 21:55:30,695 - Epoch: [28][ 1600/12168] Overall Loss 0.013856 Objective Loss 0.000000 Distill Loss 0.013856 LR 0.000063 Time 0.552711 +2023-11-19 21:56:25,307 - Epoch: [28][ 1700/12168] Overall Loss 0.013858 Objective Loss 0.000000 Distill Loss 0.013858 LR 0.000063 Time 0.552321 +2023-11-19 21:57:19,981 - Epoch: [28][ 1800/12168] Overall Loss 0.013854 Objective Loss 0.000000 Distill Loss 0.013854 LR 0.000063 Time 0.552010 +2023-11-19 21:58:14,562 - Epoch: [28][ 1900/12168] Overall Loss 0.013857 Objective Loss 0.000000 Distill Loss 0.013857 LR 0.000063 Time 0.551682 +2023-11-19 21:59:09,149 - Epoch: [28][ 2000/12168] Overall Loss 0.013856 Objective Loss 0.000000 Distill Loss 0.013856 LR 0.000063 Time 0.551390 +2023-11-19 22:00:03,825 - Epoch: [28][ 2100/12168] Overall Loss 0.013856 Objective Loss 0.000000 Distill Loss 0.013856 LR 0.000063 Time 0.551168 +2023-11-19 22:00:58,509 - Epoch: [28][ 2200/12168] Overall Loss 0.013856 Objective Loss 0.000000 Distill Loss 0.013856 LR 0.000063 Time 0.550970 +2023-11-19 22:01:53,137 - Epoch: [28][ 2300/12168] Overall Loss 0.013848 Objective Loss 0.000000 Distill Loss 0.013848 LR 0.000063 Time 0.550764 +2023-11-19 22:02:47,737 - Epoch: [28][ 2400/12168] Overall Loss 0.013847 Objective Loss 0.000000 Distill Loss 0.013847 LR 0.000063 Time 0.550565 +2023-11-19 22:03:42,376 - Epoch: [28][ 2500/12168] Overall Loss 0.013846 Objective Loss 0.000000 Distill Loss 0.013846 LR 0.000063 Time 0.550396 +2023-11-19 22:04:37,031 - Epoch: [28][ 2600/12168] Overall Loss 0.013845 Objective Loss 0.000000 Distill Loss 0.013845 LR 0.000063 Time 0.550247 +2023-11-19 22:05:31,661 - Epoch: [28][ 2700/12168] Overall Loss 0.013844 Objective Loss 0.000000 Distill Loss 0.013844 LR 0.000063 Time 0.550100 +2023-11-19 22:06:26,329 - Epoch: [28][ 2800/12168] Overall Loss 0.013842 Objective Loss 0.000000 Distill Loss 0.013842 LR 0.000063 Time 0.549977 +2023-11-19 22:07:20,996 - Epoch: [28][ 2900/12168] Overall Loss 0.013842 Objective Loss 0.000000 Distill Loss 0.013842 LR 0.000063 Time 0.549862 +2023-11-19 22:08:15,587 - Epoch: [28][ 3000/12168] Overall Loss 0.013839 Objective Loss 0.000000 Distill Loss 0.013839 LR 0.000063 Time 0.549729 +2023-11-19 22:09:10,107 - Epoch: [28][ 3100/12168] Overall Loss 0.013834 Objective Loss 0.000000 Distill Loss 0.013834 LR 0.000063 Time 0.549582 +2023-11-19 22:10:04,700 - Epoch: [28][ 3200/12168] Overall Loss 0.013834 Objective Loss 0.000000 Distill Loss 0.013834 LR 0.000063 Time 0.549467 +2023-11-19 22:10:59,332 - Epoch: [28][ 3300/12168] Overall Loss 0.013835 Objective Loss 0.000000 Distill Loss 0.013835 LR 0.000063 Time 0.549370 +2023-11-19 22:11:54,020 - Epoch: [28][ 3400/12168] Overall Loss 0.013835 Objective Loss 0.000000 Distill Loss 0.013835 LR 0.000063 Time 0.549296 +2023-11-19 22:12:48,574 - Epoch: [28][ 3500/12168] Overall Loss 0.013836 Objective Loss 0.000000 Distill Loss 0.013836 LR 0.000063 Time 0.549188 +2023-11-19 22:13:43,223 - Epoch: [28][ 3600/12168] Overall Loss 0.013836 Objective Loss 0.000000 Distill Loss 0.013836 LR 0.000063 Time 0.549112 +2023-11-19 22:14:37,905 - Epoch: [28][ 3700/12168] Overall Loss 0.013836 Objective Loss 0.000000 Distill Loss 0.013836 LR 0.000063 Time 0.549049 +2023-11-19 22:15:32,553 - Epoch: [28][ 3800/12168] Overall Loss 0.013838 Objective Loss 0.000000 Distill Loss 0.013838 LR 0.000063 Time 0.548981 +2023-11-19 22:16:27,165 - Epoch: [28][ 3900/12168] Overall Loss 0.013837 Objective Loss 0.000000 Distill Loss 0.013837 LR 0.000063 Time 0.548907 +2023-11-19 22:17:21,793 - Epoch: [28][ 4000/12168] Overall Loss 0.013835 Objective Loss 0.000000 Distill Loss 0.013835 LR 0.000063 Time 0.548840 +2023-11-19 22:18:16,432 - Epoch: [28][ 4100/12168] Overall Loss 0.013836 Objective Loss 0.000000 Distill Loss 0.013836 LR 0.000063 Time 0.548780 +2023-11-19 22:19:11,099 - Epoch: [28][ 4200/12168] Overall Loss 0.013834 Objective Loss 0.000000 Distill Loss 0.013834 LR 0.000063 Time 0.548729 +2023-11-19 22:20:05,753 - Epoch: [28][ 4300/12168] Overall Loss 0.013832 Objective Loss 0.000000 Distill Loss 0.013832 LR 0.000063 Time 0.548677 +2023-11-19 22:21:00,367 - Epoch: [28][ 4400/12168] Overall Loss 0.013830 Objective Loss 0.000000 Distill Loss 0.013830 LR 0.000063 Time 0.548619 +2023-11-19 22:21:54,961 - Epoch: [28][ 4500/12168] Overall Loss 0.013832 Objective Loss 0.000000 Distill Loss 0.013832 LR 0.000063 Time 0.548559 +2023-11-19 22:22:49,564 - Epoch: [28][ 4600/12168] Overall Loss 0.013832 Objective Loss 0.000000 Distill Loss 0.013832 LR 0.000063 Time 0.548503 +2023-11-19 22:23:44,146 - Epoch: [28][ 4700/12168] Overall Loss 0.013831 Objective Loss 0.000000 Distill Loss 0.013831 LR 0.000063 Time 0.548445 +2023-11-19 22:24:38,781 - Epoch: [28][ 4800/12168] Overall Loss 0.013829 Objective Loss 0.000000 Distill Loss 0.013829 LR 0.000063 Time 0.548401 +2023-11-19 22:25:33,428 - Epoch: [28][ 4900/12168] Overall Loss 0.013827 Objective Loss 0.000000 Distill Loss 0.013827 LR 0.000063 Time 0.548361 +2023-11-19 22:26:28,162 - Epoch: [28][ 5000/12168] Overall Loss 0.013827 Objective Loss 0.000000 Distill Loss 0.013827 LR 0.000063 Time 0.548340 +2023-11-19 22:27:22,731 - Epoch: [28][ 5100/12168] Overall Loss 0.013828 Objective Loss 0.000000 Distill Loss 0.013828 LR 0.000063 Time 0.548287 +2023-11-19 22:28:17,425 - Epoch: [28][ 5200/12168] Overall Loss 0.013828 Objective Loss 0.000000 Distill Loss 0.013828 LR 0.000063 Time 0.548261 +2023-11-19 22:29:12,053 - Epoch: [28][ 5300/12168] Overall Loss 0.013827 Objective Loss 0.000000 Distill Loss 0.013827 LR 0.000063 Time 0.548223 +2023-11-19 22:30:06,708 - Epoch: [28][ 5400/12168] Overall Loss 0.013827 Objective Loss 0.000000 Distill Loss 0.013827 LR 0.000063 Time 0.548191 +2023-11-19 22:31:01,322 - Epoch: [28][ 5500/12168] Overall Loss 0.013827 Objective Loss 0.000000 Distill Loss 0.013827 LR 0.000063 Time 0.548153 +2023-11-19 22:31:55,922 - Epoch: [28][ 5600/12168] Overall Loss 0.013825 Objective Loss 0.000000 Distill Loss 0.013825 LR 0.000063 Time 0.548114 +2023-11-19 22:32:50,383 - Epoch: [28][ 5700/12168] Overall Loss 0.013825 Objective Loss 0.000000 Distill Loss 0.013825 LR 0.000063 Time 0.548052 +2023-11-19 22:33:44,947 - Epoch: [28][ 5800/12168] Overall Loss 0.013824 Objective Loss 0.000000 Distill Loss 0.013824 LR 0.000063 Time 0.548010 +2023-11-19 22:34:39,597 - Epoch: [28][ 5900/12168] Overall Loss 0.013824 Objective Loss 0.000000 Distill Loss 0.013824 LR 0.000063 Time 0.547984 +2023-11-19 22:35:34,209 - Epoch: [28][ 6000/12168] Overall Loss 0.013824 Objective Loss 0.000000 Distill Loss 0.013824 LR 0.000063 Time 0.547953 +2023-11-19 22:36:28,720 - Epoch: [28][ 6100/12168] Overall Loss 0.013823 Objective Loss 0.000000 Distill Loss 0.013823 LR 0.000063 Time 0.547905 +2023-11-19 22:37:23,377 - Epoch: [28][ 6200/12168] Overall Loss 0.013823 Objective Loss 0.000000 Distill Loss 0.013823 LR 0.000063 Time 0.547883 +2023-11-19 22:38:17,977 - Epoch: [28][ 6300/12168] Overall Loss 0.013824 Objective Loss 0.000000 Distill Loss 0.013824 LR 0.000063 Time 0.547853 +2023-11-19 22:39:12,652 - Epoch: [28][ 6400/12168] Overall Loss 0.013823 Objective Loss 0.000000 Distill Loss 0.013823 LR 0.000063 Time 0.547835 +2023-11-19 22:40:07,340 - Epoch: [28][ 6500/12168] Overall Loss 0.013822 Objective Loss 0.000000 Distill Loss 0.013822 LR 0.000063 Time 0.547820 +2023-11-19 22:41:01,975 - Epoch: [28][ 6600/12168] Overall Loss 0.013822 Objective Loss 0.000000 Distill Loss 0.013822 LR 0.000063 Time 0.547797 +2023-11-19 22:41:56,555 - Epoch: [28][ 6700/12168] Overall Loss 0.013820 Objective Loss 0.000000 Distill Loss 0.013820 LR 0.000063 Time 0.547767 +2023-11-19 22:42:51,180 - Epoch: [28][ 6800/12168] Overall Loss 0.013820 Objective Loss 0.000000 Distill Loss 0.013820 LR 0.000063 Time 0.547744 +2023-11-19 22:43:45,831 - Epoch: [28][ 6900/12168] Overall Loss 0.013818 Objective Loss 0.000000 Distill Loss 0.013818 LR 0.000063 Time 0.547726 +2023-11-19 22:44:40,446 - Epoch: [28][ 7000/12168] Overall Loss 0.013817 Objective Loss 0.000000 Distill Loss 0.013817 LR 0.000063 Time 0.547703 +2023-11-19 22:45:34,993 - Epoch: [28][ 7100/12168] Overall Loss 0.013815 Objective Loss 0.000000 Distill Loss 0.013815 LR 0.000063 Time 0.547671 +2023-11-19 22:46:29,656 - Epoch: [28][ 7200/12168] Overall Loss 0.013815 Objective Loss 0.000000 Distill Loss 0.013815 LR 0.000063 Time 0.547656 +2023-11-19 22:47:24,225 - Epoch: [28][ 7300/12168] Overall Loss 0.013814 Objective Loss 0.000000 Distill Loss 0.013814 LR 0.000063 Time 0.547629 +2023-11-19 22:48:18,842 - Epoch: [28][ 7400/12168] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.000063 Time 0.547609 +2023-11-19 22:49:13,501 - Epoch: [28][ 7500/12168] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.000063 Time 0.547595 +2023-11-19 22:50:08,189 - Epoch: [28][ 7600/12168] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.000063 Time 0.547585 +2023-11-19 22:51:02,864 - Epoch: [28][ 7700/12168] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.000063 Time 0.547574 +2023-11-19 22:51:57,482 - Epoch: [28][ 7800/12168] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.000063 Time 0.547555 +2023-11-19 22:52:52,031 - Epoch: [28][ 7900/12168] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.000063 Time 0.547529 +2023-11-19 22:53:46,571 - Epoch: [28][ 8000/12168] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.000063 Time 0.547502 +2023-11-19 22:54:41,266 - Epoch: [28][ 8100/12168] Overall Loss 0.013812 Objective Loss 0.000000 Distill Loss 0.013812 LR 0.000063 Time 0.547495 +2023-11-19 22:55:35,961 - Epoch: [28][ 8200/12168] Overall Loss 0.013811 Objective Loss 0.000000 Distill Loss 0.013811 LR 0.000063 Time 0.547488 +2023-11-19 22:56:30,631 - Epoch: [28][ 8300/12168] Overall Loss 0.013811 Objective Loss 0.000000 Distill Loss 0.013811 LR 0.000063 Time 0.547478 +2023-11-19 22:57:25,305 - Epoch: [28][ 8400/12168] Overall Loss 0.013810 Objective Loss 0.000000 Distill Loss 0.013810 LR 0.000063 Time 0.547469 +2023-11-19 22:58:19,887 - Epoch: [28][ 8500/12168] Overall Loss 0.013810 Objective Loss 0.000000 Distill Loss 0.013810 LR 0.000063 Time 0.547449 +2023-11-19 22:59:14,484 - Epoch: [28][ 8600/12168] Overall Loss 0.013810 Objective Loss 0.000000 Distill Loss 0.013810 LR 0.000063 Time 0.547432 +2023-11-19 23:00:09,102 - Epoch: [28][ 8700/12168] Overall Loss 0.013810 Objective Loss 0.000000 Distill Loss 0.013810 LR 0.000063 Time 0.547417 +2023-11-19 23:01:03,672 - Epoch: [28][ 8800/12168] Overall Loss 0.013809 Objective Loss 0.000000 Distill Loss 0.013809 LR 0.000063 Time 0.547397 +2023-11-19 23:01:58,328 - Epoch: [28][ 8900/12168] Overall Loss 0.013809 Objective Loss 0.000000 Distill Loss 0.013809 LR 0.000063 Time 0.547387 +2023-11-19 23:02:53,016 - Epoch: [28][ 9000/12168] Overall Loss 0.013808 Objective Loss 0.000000 Distill Loss 0.013808 LR 0.000063 Time 0.547381 +2023-11-19 23:03:47,674 - Epoch: [28][ 9100/12168] Overall Loss 0.013809 Objective Loss 0.000000 Distill Loss 0.013809 LR 0.000063 Time 0.547372 +2023-11-19 23:04:42,286 - Epoch: [28][ 9200/12168] Overall Loss 0.013808 Objective Loss 0.000000 Distill Loss 0.013808 LR 0.000063 Time 0.547358 +2023-11-19 23:05:36,911 - Epoch: [28][ 9300/12168] Overall Loss 0.013807 Objective Loss 0.000000 Distill Loss 0.013807 LR 0.000063 Time 0.547346 +2023-11-19 23:06:31,565 - Epoch: [28][ 9400/12168] Overall Loss 0.013807 Objective Loss 0.000000 Distill Loss 0.013807 LR 0.000063 Time 0.547337 +2023-11-19 23:07:26,230 - Epoch: [28][ 9500/12168] Overall Loss 0.013807 Objective Loss 0.000000 Distill Loss 0.013807 LR 0.000063 Time 0.547329 +2023-11-19 23:08:20,924 - Epoch: [28][ 9600/12168] Overall Loss 0.013807 Objective Loss 0.000000 Distill Loss 0.013807 LR 0.000063 Time 0.547325 +2023-11-19 23:09:15,575 - Epoch: [28][ 9700/12168] Overall Loss 0.013806 Objective Loss 0.000000 Distill Loss 0.013806 LR 0.000063 Time 0.547316 +2023-11-19 23:10:10,230 - Epoch: [28][ 9800/12168] Overall Loss 0.013805 Objective Loss 0.000000 Distill Loss 0.013805 LR 0.000063 Time 0.547308 +2023-11-19 23:11:04,847 - Epoch: [28][ 9900/12168] Overall Loss 0.013804 Objective Loss 0.000000 Distill Loss 0.013804 LR 0.000063 Time 0.547296 +2023-11-19 23:11:59,508 - Epoch: [28][10000/12168] Overall Loss 0.013805 Objective Loss 0.000000 Distill Loss 0.013805 LR 0.000063 Time 0.547289 +2023-11-19 23:12:54,157 - Epoch: [28][10100/12168] Overall Loss 0.013804 Objective Loss 0.000000 Distill Loss 0.013804 LR 0.000063 Time 0.547281 +2023-11-19 23:13:48,832 - Epoch: [28][10200/12168] Overall Loss 0.013804 Objective Loss 0.000000 Distill Loss 0.013804 LR 0.000063 Time 0.547275 +2023-11-19 23:14:43,506 - Epoch: [28][10300/12168] Overall Loss 0.013803 Objective Loss 0.000000 Distill Loss 0.013803 LR 0.000063 Time 0.547270 +2023-11-19 23:15:38,113 - Epoch: [28][10400/12168] Overall Loss 0.013804 Objective Loss 0.000000 Distill Loss 0.013804 LR 0.000063 Time 0.547258 +2023-11-19 23:16:32,685 - Epoch: [28][10500/12168] Overall Loss 0.013803 Objective Loss 0.000000 Distill Loss 0.013803 LR 0.000063 Time 0.547243 +2023-11-19 23:17:27,316 - Epoch: [28][10600/12168] Overall Loss 0.013802 Objective Loss 0.000000 Distill Loss 0.013802 LR 0.000063 Time 0.547234 +2023-11-19 23:18:21,869 - Epoch: [28][10700/12168] Overall Loss 0.013801 Objective Loss 0.000000 Distill Loss 0.013801 LR 0.000063 Time 0.547218 +2023-11-19 23:19:16,475 - Epoch: [28][10800/12168] Overall Loss 0.013802 Objective Loss 0.000000 Distill Loss 0.013802 LR 0.000063 Time 0.547207 +2023-11-19 23:20:11,093 - Epoch: [28][10900/12168] Overall Loss 0.013801 Objective Loss 0.000000 Distill Loss 0.013801 LR 0.000063 Time 0.547197 +2023-11-19 23:21:05,686 - Epoch: [28][11000/12168] Overall Loss 0.013800 Objective Loss 0.000000 Distill Loss 0.013800 LR 0.000063 Time 0.547185 +2023-11-19 23:22:00,381 - Epoch: [28][11100/12168] Overall Loss 0.013800 Objective Loss 0.000000 Distill Loss 0.013800 LR 0.000063 Time 0.547183 +2023-11-19 23:22:55,095 - Epoch: [28][11200/12168] Overall Loss 0.013800 Objective Loss 0.000000 Distill Loss 0.013800 LR 0.000063 Time 0.547182 +2023-11-19 23:23:49,754 - Epoch: [28][11300/12168] Overall Loss 0.013800 Objective Loss 0.000000 Distill Loss 0.013800 LR 0.000063 Time 0.547177 +2023-11-19 23:24:44,379 - Epoch: [28][11400/12168] Overall Loss 0.013800 Objective Loss 0.000000 Distill Loss 0.013800 LR 0.000063 Time 0.547168 +2023-11-19 23:25:39,008 - Epoch: [28][11500/12168] Overall Loss 0.013799 Objective Loss 0.000000 Distill Loss 0.013799 LR 0.000063 Time 0.547160 +2023-11-19 23:26:33,705 - Epoch: [28][11600/12168] Overall Loss 0.013799 Objective Loss 0.000000 Distill Loss 0.013799 LR 0.000063 Time 0.547158 +2023-11-19 23:27:28,310 - Epoch: [28][11700/12168] Overall Loss 0.013800 Objective Loss 0.000000 Distill Loss 0.013800 LR 0.000063 Time 0.547149 +2023-11-19 23:28:22,889 - Epoch: [28][11800/12168] Overall Loss 0.013800 Objective Loss 0.000000 Distill Loss 0.013800 LR 0.000063 Time 0.547137 +2023-11-19 23:29:17,675 - Epoch: [28][11900/12168] Overall Loss 0.013799 Objective Loss 0.000000 Distill Loss 0.013799 LR 0.000063 Time 0.547143 +2023-11-19 23:30:12,352 - Epoch: [28][12000/12168] Overall Loss 0.013799 Objective Loss 0.000000 Distill Loss 0.013799 LR 0.000063 Time 0.547139 +2023-11-19 23:31:07,047 - Epoch: [28][12100/12168] Overall Loss 0.013799 Objective Loss 0.000000 Distill Loss 0.013799 LR 0.000063 Time 0.547137 +2023-11-19 23:31:43,989 - Epoch: [28][12168/12168] Overall Loss 0.013799 Objective Loss 0.000000 Distill Loss 0.013799 LR 0.000063 Time 0.547116 +2023-11-19 23:31:44,354 - --- validate (epoch=28)----------- +2023-11-19 23:31:44,354 - 167951 samples (256 per mini-batch) +2023-11-19 23:32:35,323 - Epoch: [28][ 100/ 657] Loss 0.000000 Overall Loss 0.014371 +2023-11-19 23:33:23,945 - Epoch: [28][ 200/ 657] Loss 0.000000 Overall Loss 0.014385 +2023-11-19 23:34:12,550 - Epoch: [28][ 300/ 657] Loss 0.000000 Overall Loss 0.014368 +2023-11-19 23:35:01,136 - Epoch: [28][ 400/ 657] Loss 0.000000 Overall Loss 0.014354 +2023-11-19 23:35:49,749 - Epoch: [28][ 500/ 657] Loss 0.000000 Overall Loss 0.014341 +2023-11-19 23:36:38,361 - Epoch: [28][ 600/ 657] Loss 0.000000 Overall Loss 0.014341 +2023-11-19 23:37:05,632 - Epoch: [28][ 657/ 657] Loss 0.000000 Overall Loss 0.014340 +2023-11-19 23:37:05,825 - ==> Overall Loss: 0.014 + +2023-11-19 23:37:05,828 - ==> Best [Overall Loss: 0.014340 on epoch: 28] +2023-11-19 23:37:05,828 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-19 23:37:05,856 - + +2023-11-19 23:37:05,856 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-19 23:38:12,153 - Epoch: [29][ 100/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.000063 Time 0.662938 +2023-11-19 23:39:06,658 - Epoch: [29][ 200/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.000063 Time 0.603978 +2023-11-19 23:40:01,233 - Epoch: [29][ 300/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.000063 Time 0.584560 +2023-11-19 23:40:55,803 - Epoch: [29][ 400/12168] Overall Loss 0.013720 Objective Loss 0.000000 Distill Loss 0.013720 LR 0.000063 Time 0.574836 +2023-11-19 23:41:50,399 - Epoch: [29][ 500/12168] Overall Loss 0.013708 Objective Loss 0.000000 Distill Loss 0.013708 LR 0.000063 Time 0.569055 +2023-11-19 23:42:44,861 - Epoch: [29][ 600/12168] Overall Loss 0.013715 Objective Loss 0.000000 Distill Loss 0.013715 LR 0.000063 Time 0.564978 +2023-11-19 23:43:39,440 - Epoch: [29][ 700/12168] Overall Loss 0.013717 Objective Loss 0.000000 Distill Loss 0.013717 LR 0.000063 Time 0.562233 +2023-11-19 23:44:34,045 - Epoch: [29][ 800/12168] Overall Loss 0.013718 Objective Loss 0.000000 Distill Loss 0.013718 LR 0.000063 Time 0.560205 +2023-11-19 23:45:28,653 - Epoch: [29][ 900/12168] Overall Loss 0.013725 Objective Loss 0.000000 Distill Loss 0.013725 LR 0.000063 Time 0.558633 +2023-11-19 23:46:23,415 - Epoch: [29][ 1000/12168] Overall Loss 0.013724 Objective Loss 0.000000 Distill Loss 0.013724 LR 0.000063 Time 0.557528 +2023-11-19 23:47:17,958 - Epoch: [29][ 1100/12168] Overall Loss 0.013722 Objective Loss 0.000000 Distill Loss 0.013722 LR 0.000063 Time 0.556426 +2023-11-19 23:48:12,568 - Epoch: [29][ 1200/12168] Overall Loss 0.013720 Objective Loss 0.000000 Distill Loss 0.013720 LR 0.000063 Time 0.555563 +2023-11-19 23:49:07,246 - Epoch: [29][ 1300/12168] Overall Loss 0.013720 Objective Loss 0.000000 Distill Loss 0.013720 LR 0.000063 Time 0.554884 +2023-11-19 23:50:01,863 - Epoch: [29][ 1400/12168] Overall Loss 0.013722 Objective Loss 0.000000 Distill Loss 0.013722 LR 0.000063 Time 0.554260 +2023-11-19 23:50:56,480 - Epoch: [29][ 1500/12168] Overall Loss 0.013724 Objective Loss 0.000000 Distill Loss 0.013724 LR 0.000063 Time 0.553718 +2023-11-19 23:51:51,214 - Epoch: [29][ 1600/12168] Overall Loss 0.013723 Objective Loss 0.000000 Distill Loss 0.013723 LR 0.000063 Time 0.553317 +2023-11-19 23:52:45,782 - Epoch: [29][ 1700/12168] Overall Loss 0.013724 Objective Loss 0.000000 Distill Loss 0.013724 LR 0.000063 Time 0.552867 +2023-11-19 23:53:40,313 - Epoch: [29][ 1800/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.000063 Time 0.552445 +2023-11-19 23:54:34,888 - Epoch: [29][ 1900/12168] Overall Loss 0.013723 Objective Loss 0.000000 Distill Loss 0.013723 LR 0.000063 Time 0.552091 +2023-11-19 23:55:29,454 - Epoch: [29][ 2000/12168] Overall Loss 0.013723 Objective Loss 0.000000 Distill Loss 0.013723 LR 0.000063 Time 0.551768 +2023-11-19 23:56:24,013 - Epoch: [29][ 2100/12168] Overall Loss 0.013722 Objective Loss 0.000000 Distill Loss 0.013722 LR 0.000063 Time 0.551472 +2023-11-19 23:57:18,590 - Epoch: [29][ 2200/12168] Overall Loss 0.013722 Objective Loss 0.000000 Distill Loss 0.013722 LR 0.000063 Time 0.551212 +2023-11-19 23:58:13,108 - Epoch: [29][ 2300/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.000063 Time 0.550948 +2023-11-19 23:59:07,740 - Epoch: [29][ 2400/12168] Overall Loss 0.013721 Objective Loss 0.000000 Distill Loss 0.013721 LR 0.000063 Time 0.550754 +2023-11-20 00:00:02,351 - Epoch: [29][ 2500/12168] Overall Loss 0.013719 Objective Loss 0.000000 Distill Loss 0.013719 LR 0.000063 Time 0.550567 +2023-11-20 00:00:56,875 - Epoch: [29][ 2600/12168] Overall Loss 0.013715 Objective Loss 0.000000 Distill Loss 0.013715 LR 0.000063 Time 0.550361 +2023-11-20 00:01:51,401 - Epoch: [29][ 2700/12168] Overall Loss 0.013717 Objective Loss 0.000000 Distill Loss 0.013717 LR 0.000063 Time 0.550171 +2023-11-20 00:02:46,057 - Epoch: [29][ 2800/12168] Overall Loss 0.013719 Objective Loss 0.000000 Distill Loss 0.013719 LR 0.000063 Time 0.550041 +2023-11-20 00:03:40,761 - Epoch: [29][ 2900/12168] Overall Loss 0.013719 Objective Loss 0.000000 Distill Loss 0.013719 LR 0.000063 Time 0.549936 +2023-11-20 00:04:35,316 - Epoch: [29][ 3000/12168] Overall Loss 0.013718 Objective Loss 0.000000 Distill Loss 0.013718 LR 0.000063 Time 0.549789 +2023-11-20 00:05:29,817 - Epoch: [29][ 3100/12168] Overall Loss 0.013713 Objective Loss 0.000000 Distill Loss 0.013713 LR 0.000063 Time 0.549634 +2023-11-20 00:06:24,373 - Epoch: [29][ 3200/12168] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.000063 Time 0.549506 +2023-11-20 00:07:18,956 - Epoch: [29][ 3300/12168] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.000063 Time 0.549393 +2023-11-20 00:08:13,620 - Epoch: [29][ 3400/12168] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.000063 Time 0.549312 +2023-11-20 00:09:08,209 - Epoch: [29][ 3500/12168] Overall Loss 0.013714 Objective Loss 0.000000 Distill Loss 0.013714 LR 0.000063 Time 0.549213 +2023-11-20 00:10:02,678 - Epoch: [29][ 3600/12168] Overall Loss 0.013713 Objective Loss 0.000000 Distill Loss 0.013713 LR 0.000063 Time 0.549086 +2023-11-20 00:10:57,262 - Epoch: [29][ 3700/12168] Overall Loss 0.013713 Objective Loss 0.000000 Distill Loss 0.013713 LR 0.000063 Time 0.548998 +2023-11-20 00:11:51,731 - Epoch: [29][ 3800/12168] Overall Loss 0.013714 Objective Loss 0.000000 Distill Loss 0.013714 LR 0.000063 Time 0.548884 +2023-11-20 00:12:46,249 - Epoch: [29][ 3900/12168] Overall Loss 0.013713 Objective Loss 0.000000 Distill Loss 0.013713 LR 0.000063 Time 0.548788 +2023-11-20 00:13:40,819 - Epoch: [29][ 4000/12168] Overall Loss 0.013710 Objective Loss 0.000000 Distill Loss 0.013710 LR 0.000063 Time 0.548710 +2023-11-20 00:14:35,345 - Epoch: [29][ 4100/12168] Overall Loss 0.013710 Objective Loss 0.000000 Distill Loss 0.013710 LR 0.000063 Time 0.548625 +2023-11-20 00:15:29,976 - Epoch: [29][ 4200/12168] Overall Loss 0.013710 Objective Loss 0.000000 Distill Loss 0.013710 LR 0.000063 Time 0.548569 +2023-11-20 00:16:24,639 - Epoch: [29][ 4300/12168] Overall Loss 0.013709 Objective Loss 0.000000 Distill Loss 0.013709 LR 0.000063 Time 0.548524 +2023-11-20 00:17:19,281 - Epoch: [29][ 4400/12168] Overall Loss 0.013707 Objective Loss 0.000000 Distill Loss 0.013707 LR 0.000063 Time 0.548475 +2023-11-20 00:18:13,943 - Epoch: [29][ 4500/12168] Overall Loss 0.013707 Objective Loss 0.000000 Distill Loss 0.013707 LR 0.000063 Time 0.548433 +2023-11-20 00:19:08,536 - Epoch: [29][ 4600/12168] Overall Loss 0.013706 Objective Loss 0.000000 Distill Loss 0.013706 LR 0.000063 Time 0.548378 +2023-11-20 00:20:03,022 - Epoch: [29][ 4700/12168] Overall Loss 0.013705 Objective Loss 0.000000 Distill Loss 0.013705 LR 0.000063 Time 0.548302 +2023-11-20 00:20:57,569 - Epoch: [29][ 4800/12168] Overall Loss 0.013704 Objective Loss 0.000000 Distill Loss 0.013704 LR 0.000063 Time 0.548243 +2023-11-20 00:21:52,114 - Epoch: [29][ 4900/12168] Overall Loss 0.013703 Objective Loss 0.000000 Distill Loss 0.013703 LR 0.000063 Time 0.548185 +2023-11-20 00:22:46,746 - Epoch: [29][ 5000/12168] Overall Loss 0.013703 Objective Loss 0.000000 Distill Loss 0.013703 LR 0.000063 Time 0.548147 +2023-11-20 00:23:41,345 - Epoch: [29][ 5100/12168] Overall Loss 0.013704 Objective Loss 0.000000 Distill Loss 0.013704 LR 0.000063 Time 0.548104 +2023-11-20 00:24:35,875 - Epoch: [29][ 5200/12168] Overall Loss 0.013704 Objective Loss 0.000000 Distill Loss 0.013704 LR 0.000063 Time 0.548050 +2023-11-20 00:25:30,512 - Epoch: [29][ 5300/12168] Overall Loss 0.013703 Objective Loss 0.000000 Distill Loss 0.013703 LR 0.000063 Time 0.548018 +2023-11-20 00:26:25,136 - Epoch: [29][ 5400/12168] Overall Loss 0.013703 Objective Loss 0.000000 Distill Loss 0.013703 LR 0.000063 Time 0.547984 +2023-11-20 00:27:19,739 - Epoch: [29][ 5500/12168] Overall Loss 0.013704 Objective Loss 0.000000 Distill Loss 0.013704 LR 0.000063 Time 0.547948 +2023-11-20 00:28:14,310 - Epoch: [29][ 5600/12168] Overall Loss 0.013703 Objective Loss 0.000000 Distill Loss 0.013703 LR 0.000063 Time 0.547908 +2023-11-20 00:29:08,935 - Epoch: [29][ 5700/12168] Overall Loss 0.013703 Objective Loss 0.000000 Distill Loss 0.013703 LR 0.000063 Time 0.547878 +2023-11-20 00:30:03,505 - Epoch: [29][ 5800/12168] Overall Loss 0.013701 Objective Loss 0.000000 Distill Loss 0.013701 LR 0.000063 Time 0.547840 +2023-11-20 00:30:58,117 - Epoch: [29][ 5900/12168] Overall Loss 0.013702 Objective Loss 0.000000 Distill Loss 0.013702 LR 0.000063 Time 0.547810 +2023-11-20 00:31:52,651 - Epoch: [29][ 6000/12168] Overall Loss 0.013701 Objective Loss 0.000000 Distill Loss 0.013701 LR 0.000063 Time 0.547769 +2023-11-20 00:32:47,250 - Epoch: [29][ 6100/12168] Overall Loss 0.013701 Objective Loss 0.000000 Distill Loss 0.013701 LR 0.000063 Time 0.547739 +2023-11-20 00:33:41,794 - Epoch: [29][ 6200/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.000063 Time 0.547701 +2023-11-20 00:34:36,381 - Epoch: [29][ 6300/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.000063 Time 0.547672 +2023-11-20 00:35:30,985 - Epoch: [29][ 6400/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.000063 Time 0.547646 +2023-11-20 00:36:25,509 - Epoch: [29][ 6500/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.000063 Time 0.547608 +2023-11-20 00:37:20,001 - Epoch: [29][ 6600/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.000063 Time 0.547567 +2023-11-20 00:38:14,529 - Epoch: [29][ 6700/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.000063 Time 0.547533 +2023-11-20 00:39:09,095 - Epoch: [29][ 6800/12168] Overall Loss 0.013700 Objective Loss 0.000000 Distill Loss 0.013700 LR 0.000063 Time 0.547505 +2023-11-20 00:40:03,684 - Epoch: [29][ 6900/12168] Overall Loss 0.013699 Objective Loss 0.000000 Distill Loss 0.013699 LR 0.000063 Time 0.547481 +2023-11-20 00:40:58,220 - Epoch: [29][ 7000/12168] Overall Loss 0.013699 Objective Loss 0.000000 Distill Loss 0.013699 LR 0.000063 Time 0.547450 +2023-11-20 00:41:52,797 - Epoch: [29][ 7100/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.000063 Time 0.547425 +2023-11-20 00:42:47,382 - Epoch: [29][ 7200/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.000063 Time 0.547403 +2023-11-20 00:43:41,960 - Epoch: [29][ 7300/12168] Overall Loss 0.013698 Objective Loss 0.000000 Distill Loss 0.013698 LR 0.000063 Time 0.547381 +2023-11-20 00:44:36,531 - Epoch: [29][ 7400/12168] Overall Loss 0.013697 Objective Loss 0.000000 Distill Loss 0.013697 LR 0.000063 Time 0.547358 +2023-11-20 00:45:31,145 - Epoch: [29][ 7500/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.000063 Time 0.547341 +2023-11-20 00:46:25,721 - Epoch: [29][ 7600/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.000063 Time 0.547320 +2023-11-20 00:47:20,266 - Epoch: [29][ 7700/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.000063 Time 0.547295 +2023-11-20 00:48:14,887 - Epoch: [29][ 7800/12168] Overall Loss 0.013695 Objective Loss 0.000000 Distill Loss 0.013695 LR 0.000063 Time 0.547281 +2023-11-20 00:49:09,574 - Epoch: [29][ 7900/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.000063 Time 0.547275 +2023-11-20 00:50:04,675 - Epoch: [29][ 8000/12168] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.000063 Time 0.547321 +2023-11-20 00:50:59,399 - Epoch: [29][ 8100/12168] Overall Loss 0.013695 Objective Loss 0.000000 Distill Loss 0.013695 LR 0.000063 Time 0.547320 +2023-11-20 00:51:54,225 - Epoch: [29][ 8200/12168] Overall Loss 0.013695 Objective Loss 0.000000 Distill Loss 0.013695 LR 0.000063 Time 0.547331 +2023-11-20 00:52:48,915 - Epoch: [29][ 8300/12168] Overall Loss 0.013695 Objective Loss 0.000000 Distill Loss 0.013695 LR 0.000063 Time 0.547325 +2023-11-20 00:53:43,623 - Epoch: [29][ 8400/12168] Overall Loss 0.013695 Objective Loss 0.000000 Distill Loss 0.013695 LR 0.000063 Time 0.547322 +2023-11-20 00:54:38,289 - Epoch: [29][ 8500/12168] Overall Loss 0.013694 Objective Loss 0.000000 Distill Loss 0.013694 LR 0.000063 Time 0.547314 +2023-11-20 00:55:33,024 - Epoch: [29][ 8600/12168] Overall Loss 0.013694 Objective Loss 0.000000 Distill Loss 0.013694 LR 0.000063 Time 0.547314 +2023-11-20 00:56:27,698 - Epoch: [29][ 8700/12168] Overall Loss 0.013694 Objective Loss 0.000000 Distill Loss 0.013694 LR 0.000063 Time 0.547307 +2023-11-20 00:57:22,468 - Epoch: [29][ 8800/12168] Overall Loss 0.013694 Objective Loss 0.000000 Distill Loss 0.013694 LR 0.000063 Time 0.547311 +2023-11-20 00:58:17,067 - Epoch: [29][ 8900/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.000063 Time 0.547296 +2023-11-20 00:59:11,771 - Epoch: [29][ 9000/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.000063 Time 0.547293 +2023-11-20 01:00:06,372 - Epoch: [29][ 9100/12168] Overall Loss 0.013694 Objective Loss 0.000000 Distill Loss 0.013694 LR 0.000063 Time 0.547278 +2023-11-20 01:01:00,957 - Epoch: [29][ 9200/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.000063 Time 0.547263 +2023-11-20 01:01:55,711 - Epoch: [29][ 9300/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.000063 Time 0.547265 +2023-11-20 01:02:50,492 - Epoch: [29][ 9400/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.000063 Time 0.547271 +2023-11-20 01:03:45,171 - Epoch: [29][ 9500/12168] Overall Loss 0.013693 Objective Loss 0.000000 Distill Loss 0.013693 LR 0.000063 Time 0.547265 +2023-11-20 01:04:39,894 - Epoch: [29][ 9600/12168] Overall Loss 0.013692 Objective Loss 0.000000 Distill Loss 0.013692 LR 0.000063 Time 0.547265 +2023-11-20 01:05:34,595 - Epoch: [29][ 9700/12168] Overall Loss 0.013692 Objective Loss 0.000000 Distill Loss 0.013692 LR 0.000063 Time 0.547262 +2023-11-20 01:06:29,326 - Epoch: [29][ 9800/12168] Overall Loss 0.013691 Objective Loss 0.000000 Distill Loss 0.013691 LR 0.000063 Time 0.547262 +2023-11-20 01:07:24,016 - Epoch: [29][ 9900/12168] Overall Loss 0.013690 Objective Loss 0.000000 Distill Loss 0.013690 LR 0.000063 Time 0.547258 +2023-11-20 01:08:18,605 - Epoch: [29][10000/12168] Overall Loss 0.013690 Objective Loss 0.000000 Distill Loss 0.013690 LR 0.000063 Time 0.547244 +2023-11-20 01:09:13,367 - Epoch: [29][10100/12168] Overall Loss 0.013690 Objective Loss 0.000000 Distill Loss 0.013690 LR 0.000063 Time 0.547247 +2023-11-20 01:10:08,036 - Epoch: [29][10200/12168] Overall Loss 0.013690 Objective Loss 0.000000 Distill Loss 0.013690 LR 0.000063 Time 0.547241 +2023-11-20 01:11:02,633 - Epoch: [29][10300/12168] Overall Loss 0.013690 Objective Loss 0.000000 Distill Loss 0.013690 LR 0.000063 Time 0.547229 +2023-11-20 01:11:57,333 - Epoch: [29][10400/12168] Overall Loss 0.013690 Objective Loss 0.000000 Distill Loss 0.013690 LR 0.000063 Time 0.547226 +2023-11-20 01:12:52,019 - Epoch: [29][10500/12168] Overall Loss 0.013689 Objective Loss 0.000000 Distill Loss 0.013689 LR 0.000063 Time 0.547223 +2023-11-20 01:13:46,726 - Epoch: [29][10600/12168] Overall Loss 0.013689 Objective Loss 0.000000 Distill Loss 0.013689 LR 0.000063 Time 0.547221 +2023-11-20 01:14:41,355 - Epoch: [29][10700/12168] Overall Loss 0.013688 Objective Loss 0.000000 Distill Loss 0.013688 LR 0.000063 Time 0.547212 +2023-11-20 01:15:36,091 - Epoch: [29][10800/12168] Overall Loss 0.013689 Objective Loss 0.000000 Distill Loss 0.013689 LR 0.000063 Time 0.547213 +2023-11-20 01:16:30,727 - Epoch: [29][10900/12168] Overall Loss 0.013688 Objective Loss 0.000000 Distill Loss 0.013688 LR 0.000063 Time 0.547205 +2023-11-20 01:17:25,314 - Epoch: [29][11000/12168] Overall Loss 0.013687 Objective Loss 0.000000 Distill Loss 0.013687 LR 0.000063 Time 0.547192 +2023-11-20 01:18:20,022 - Epoch: [29][11100/12168] Overall Loss 0.013688 Objective Loss 0.000000 Distill Loss 0.013688 LR 0.000063 Time 0.547191 +2023-11-20 01:19:14,673 - Epoch: [29][11200/12168] Overall Loss 0.013688 Objective Loss 0.000000 Distill Loss 0.013688 LR 0.000063 Time 0.547185 +2023-11-20 01:20:09,320 - Epoch: [29][11300/12168] Overall Loss 0.013688 Objective Loss 0.000000 Distill Loss 0.013688 LR 0.000063 Time 0.547178 +2023-11-20 01:21:03,997 - Epoch: [29][11400/12168] Overall Loss 0.013687 Objective Loss 0.000000 Distill Loss 0.013687 LR 0.000063 Time 0.547174 +2023-11-20 01:21:58,765 - Epoch: [29][11500/12168] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.000063 Time 0.547178 +2023-11-20 01:22:53,541 - Epoch: [29][11600/12168] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.000063 Time 0.547183 +2023-11-20 01:23:48,141 - Epoch: [29][11700/12168] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.000063 Time 0.547173 +2023-11-20 01:24:42,765 - Epoch: [29][11800/12168] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.000063 Time 0.547165 +2023-11-20 01:25:37,524 - Epoch: [29][11900/12168] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.000063 Time 0.547168 +2023-11-20 01:26:32,189 - Epoch: [29][12000/12168] Overall Loss 0.013685 Objective Loss 0.000000 Distill Loss 0.013685 LR 0.000063 Time 0.547163 +2023-11-20 01:27:26,902 - Epoch: [29][12100/12168] Overall Loss 0.013685 Objective Loss 0.000000 Distill Loss 0.013685 LR 0.000063 Time 0.547163 +2023-11-20 01:28:03,830 - Epoch: [29][12168/12168] Overall Loss 0.013684 Objective Loss 0.000000 Distill Loss 0.013684 LR 0.000063 Time 0.547140 +2023-11-20 01:28:04,205 - --- validate (epoch=29)----------- +2023-11-20 01:28:04,205 - 167951 samples (256 per mini-batch) +2023-11-20 01:28:55,055 - Epoch: [29][ 100/ 657] Loss 0.000000 Overall Loss 0.014130 +2023-11-20 01:29:43,760 - Epoch: [29][ 200/ 657] Loss 0.000000 Overall Loss 0.014139 +2023-11-20 01:30:32,431 - Epoch: [29][ 300/ 657] Loss 0.000000 Overall Loss 0.014154 +2023-11-20 01:31:21,087 - Epoch: [29][ 400/ 657] Loss 0.000000 Overall Loss 0.014175 +2023-11-20 01:32:09,770 - Epoch: [29][ 500/ 657] Loss 0.000000 Overall Loss 0.014168 +2023-11-20 01:32:58,426 - Epoch: [29][ 600/ 657] Loss 0.000000 Overall Loss 0.014170 +2023-11-20 01:33:25,698 - Epoch: [29][ 657/ 657] Loss 0.000000 Overall Loss 0.014172 +2023-11-20 01:33:25,889 - ==> Overall Loss: 0.014 + +2023-11-20 01:33:25,892 - ==> Best [Overall Loss: 0.014172 on epoch: 29] +2023-11-20 01:33:25,892 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 01:33:25,920 - + +2023-11-20 01:33:25,920 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 01:34:29,742 - Epoch: [30][ 100/12168] Overall Loss 0.013570 Objective Loss 0.000000 Distill Loss 0.013570 LR 0.000063 Time 0.638176 +2023-11-20 01:35:24,270 - Epoch: [30][ 200/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.591715 +2023-11-20 01:36:18,937 - Epoch: [30][ 300/12168] Overall Loss 0.013607 Objective Loss 0.000000 Distill Loss 0.013607 LR 0.000063 Time 0.576691 +2023-11-20 01:37:13,483 - Epoch: [30][ 400/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.568875 +2023-11-20 01:38:08,128 - Epoch: [30][ 500/12168] Overall Loss 0.013618 Objective Loss 0.000000 Distill Loss 0.013618 LR 0.000063 Time 0.564384 +2023-11-20 01:39:02,745 - Epoch: [30][ 600/12168] Overall Loss 0.013618 Objective Loss 0.000000 Distill Loss 0.013618 LR 0.000063 Time 0.561344 +2023-11-20 01:39:57,486 - Epoch: [30][ 700/12168] Overall Loss 0.013624 Objective Loss 0.000000 Distill Loss 0.013624 LR 0.000063 Time 0.559348 +2023-11-20 01:40:52,055 - Epoch: [30][ 800/12168] Overall Loss 0.013626 Objective Loss 0.000000 Distill Loss 0.013626 LR 0.000063 Time 0.557637 +2023-11-20 01:41:46,664 - Epoch: [30][ 900/12168] Overall Loss 0.013639 Objective Loss 0.000000 Distill Loss 0.013639 LR 0.000063 Time 0.556351 +2023-11-20 01:42:41,273 - Epoch: [30][ 1000/12168] Overall Loss 0.013652 Objective Loss 0.000000 Distill Loss 0.013652 LR 0.000063 Time 0.555321 +2023-11-20 01:43:35,844 - Epoch: [30][ 1100/12168] Overall Loss 0.013647 Objective Loss 0.000000 Distill Loss 0.013647 LR 0.000063 Time 0.554445 +2023-11-20 01:44:30,348 - Epoch: [30][ 1200/12168] Overall Loss 0.013645 Objective Loss 0.000000 Distill Loss 0.013645 LR 0.000063 Time 0.553659 +2023-11-20 01:45:24,989 - Epoch: [30][ 1300/12168] Overall Loss 0.013639 Objective Loss 0.000000 Distill Loss 0.013639 LR 0.000063 Time 0.553099 +2023-11-20 01:46:19,613 - Epoch: [30][ 1400/12168] Overall Loss 0.013641 Objective Loss 0.000000 Distill Loss 0.013641 LR 0.000063 Time 0.552606 +2023-11-20 01:47:14,196 - Epoch: [30][ 1500/12168] Overall Loss 0.013639 Objective Loss 0.000000 Distill Loss 0.013639 LR 0.000063 Time 0.552153 +2023-11-20 01:48:08,761 - Epoch: [30][ 1600/12168] Overall Loss 0.013640 Objective Loss 0.000000 Distill Loss 0.013640 LR 0.000063 Time 0.551744 +2023-11-20 01:49:03,327 - Epoch: [30][ 1700/12168] Overall Loss 0.013641 Objective Loss 0.000000 Distill Loss 0.013641 LR 0.000063 Time 0.551385 +2023-11-20 01:49:57,892 - Epoch: [30][ 1800/12168] Overall Loss 0.013641 Objective Loss 0.000000 Distill Loss 0.013641 LR 0.000063 Time 0.551064 +2023-11-20 01:50:52,445 - Epoch: [30][ 1900/12168] Overall Loss 0.013643 Objective Loss 0.000000 Distill Loss 0.013643 LR 0.000063 Time 0.550771 +2023-11-20 01:51:47,006 - Epoch: [30][ 2000/12168] Overall Loss 0.013644 Objective Loss 0.000000 Distill Loss 0.013644 LR 0.000063 Time 0.550512 +2023-11-20 01:52:41,608 - Epoch: [30][ 2100/12168] Overall Loss 0.013646 Objective Loss 0.000000 Distill Loss 0.013646 LR 0.000063 Time 0.550297 +2023-11-20 01:53:36,219 - Epoch: [30][ 2200/12168] Overall Loss 0.013643 Objective Loss 0.000000 Distill Loss 0.013643 LR 0.000063 Time 0.550105 +2023-11-20 01:54:30,928 - Epoch: [30][ 2300/12168] Overall Loss 0.013639 Objective Loss 0.000000 Distill Loss 0.013639 LR 0.000063 Time 0.549972 +2023-11-20 01:55:25,549 - Epoch: [30][ 2400/12168] Overall Loss 0.013636 Objective Loss 0.000000 Distill Loss 0.013636 LR 0.000063 Time 0.549814 +2023-11-20 01:56:20,115 - Epoch: [30][ 2500/12168] Overall Loss 0.013632 Objective Loss 0.000000 Distill Loss 0.013632 LR 0.000063 Time 0.549647 +2023-11-20 01:57:14,740 - Epoch: [30][ 2600/12168] Overall Loss 0.013630 Objective Loss 0.000000 Distill Loss 0.013630 LR 0.000063 Time 0.549515 +2023-11-20 01:58:09,389 - Epoch: [30][ 2700/12168] Overall Loss 0.013631 Objective Loss 0.000000 Distill Loss 0.013631 LR 0.000063 Time 0.549402 +2023-11-20 01:59:04,004 - Epoch: [30][ 2800/12168] Overall Loss 0.013630 Objective Loss 0.000000 Distill Loss 0.013630 LR 0.000063 Time 0.549284 +2023-11-20 01:59:58,586 - Epoch: [30][ 2900/12168] Overall Loss 0.013634 Objective Loss 0.000000 Distill Loss 0.013634 LR 0.000063 Time 0.549164 +2023-11-20 02:00:53,159 - Epoch: [30][ 3000/12168] Overall Loss 0.013633 Objective Loss 0.000000 Distill Loss 0.013633 LR 0.000063 Time 0.549049 +2023-11-20 02:01:47,705 - Epoch: [30][ 3100/12168] Overall Loss 0.013629 Objective Loss 0.000000 Distill Loss 0.013629 LR 0.000063 Time 0.548932 +2023-11-20 02:02:42,325 - Epoch: [30][ 3200/12168] Overall Loss 0.013627 Objective Loss 0.000000 Distill Loss 0.013627 LR 0.000063 Time 0.548845 +2023-11-20 02:03:36,953 - Epoch: [30][ 3300/12168] Overall Loss 0.013628 Objective Loss 0.000000 Distill Loss 0.013628 LR 0.000063 Time 0.548767 +2023-11-20 02:04:31,585 - Epoch: [30][ 3400/12168] Overall Loss 0.013630 Objective Loss 0.000000 Distill Loss 0.013630 LR 0.000063 Time 0.548694 +2023-11-20 02:05:26,213 - Epoch: [30][ 3500/12168] Overall Loss 0.013629 Objective Loss 0.000000 Distill Loss 0.013629 LR 0.000063 Time 0.548624 +2023-11-20 02:06:20,849 - Epoch: [30][ 3600/12168] Overall Loss 0.013628 Objective Loss 0.000000 Distill Loss 0.013628 LR 0.000063 Time 0.548560 +2023-11-20 02:07:15,521 - Epoch: [30][ 3700/12168] Overall Loss 0.013627 Objective Loss 0.000000 Distill Loss 0.013627 LR 0.000063 Time 0.548510 +2023-11-20 02:08:10,095 - Epoch: [30][ 3800/12168] Overall Loss 0.013627 Objective Loss 0.000000 Distill Loss 0.013627 LR 0.000063 Time 0.548436 +2023-11-20 02:09:04,633 - Epoch: [30][ 3900/12168] Overall Loss 0.013627 Objective Loss 0.000000 Distill Loss 0.013627 LR 0.000063 Time 0.548357 +2023-11-20 02:09:59,262 - Epoch: [30][ 4000/12168] Overall Loss 0.013625 Objective Loss 0.000000 Distill Loss 0.013625 LR 0.000063 Time 0.548305 +2023-11-20 02:10:53,843 - Epoch: [30][ 4100/12168] Overall Loss 0.013625 Objective Loss 0.000000 Distill Loss 0.013625 LR 0.000063 Time 0.548243 +2023-11-20 02:11:48,447 - Epoch: [30][ 4200/12168] Overall Loss 0.013624 Objective Loss 0.000000 Distill Loss 0.013624 LR 0.000063 Time 0.548190 +2023-11-20 02:12:43,046 - Epoch: [30][ 4300/12168] Overall Loss 0.013623 Objective Loss 0.000000 Distill Loss 0.013623 LR 0.000063 Time 0.548138 +2023-11-20 02:13:37,613 - Epoch: [30][ 4400/12168] Overall Loss 0.013623 Objective Loss 0.000000 Distill Loss 0.013623 LR 0.000063 Time 0.548081 +2023-11-20 02:14:32,147 - Epoch: [30][ 4500/12168] Overall Loss 0.013625 Objective Loss 0.000000 Distill Loss 0.013625 LR 0.000063 Time 0.548020 +2023-11-20 02:15:26,786 - Epoch: [30][ 4600/12168] Overall Loss 0.013626 Objective Loss 0.000000 Distill Loss 0.013626 LR 0.000063 Time 0.547983 +2023-11-20 02:16:21,380 - Epoch: [30][ 4700/12168] Overall Loss 0.013624 Objective Loss 0.000000 Distill Loss 0.013624 LR 0.000063 Time 0.547939 +2023-11-20 02:17:16,004 - Epoch: [30][ 4800/12168] Overall Loss 0.013624 Objective Loss 0.000000 Distill Loss 0.013624 LR 0.000063 Time 0.547903 +2023-11-20 02:18:10,658 - Epoch: [30][ 4900/12168] Overall Loss 0.013624 Objective Loss 0.000000 Distill Loss 0.013624 LR 0.000063 Time 0.547875 +2023-11-20 02:19:05,283 - Epoch: [30][ 5000/12168] Overall Loss 0.013622 Objective Loss 0.000000 Distill Loss 0.013622 LR 0.000063 Time 0.547842 +2023-11-20 02:19:59,901 - Epoch: [30][ 5100/12168] Overall Loss 0.013624 Objective Loss 0.000000 Distill Loss 0.013624 LR 0.000063 Time 0.547808 +2023-11-20 02:20:54,501 - Epoch: [30][ 5200/12168] Overall Loss 0.013623 Objective Loss 0.000000 Distill Loss 0.013623 LR 0.000063 Time 0.547773 +2023-11-20 02:21:49,081 - Epoch: [30][ 5300/12168] Overall Loss 0.013623 Objective Loss 0.000000 Distill Loss 0.013623 LR 0.000063 Time 0.547735 +2023-11-20 02:22:43,602 - Epoch: [30][ 5400/12168] Overall Loss 0.013623 Objective Loss 0.000000 Distill Loss 0.013623 LR 0.000063 Time 0.547688 +2023-11-20 02:23:38,164 - Epoch: [30][ 5500/12168] Overall Loss 0.013623 Objective Loss 0.000000 Distill Loss 0.013623 LR 0.000063 Time 0.547650 +2023-11-20 02:24:32,832 - Epoch: [30][ 5600/12168] Overall Loss 0.013622 Objective Loss 0.000000 Distill Loss 0.013622 LR 0.000063 Time 0.547632 +2023-11-20 02:25:27,431 - Epoch: [30][ 5700/12168] Overall Loss 0.013621 Objective Loss 0.000000 Distill Loss 0.013621 LR 0.000063 Time 0.547603 +2023-11-20 02:26:22,080 - Epoch: [30][ 5800/12168] Overall Loss 0.013619 Objective Loss 0.000000 Distill Loss 0.013619 LR 0.000063 Time 0.547583 +2023-11-20 02:27:16,643 - Epoch: [30][ 5900/12168] Overall Loss 0.013619 Objective Loss 0.000000 Distill Loss 0.013619 LR 0.000063 Time 0.547549 +2023-11-20 02:28:11,261 - Epoch: [30][ 6000/12168] Overall Loss 0.013620 Objective Loss 0.000000 Distill Loss 0.013620 LR 0.000063 Time 0.547526 +2023-11-20 02:29:05,917 - Epoch: [30][ 6100/12168] Overall Loss 0.013619 Objective Loss 0.000000 Distill Loss 0.013619 LR 0.000063 Time 0.547510 +2023-11-20 02:30:00,610 - Epoch: [30][ 6200/12168] Overall Loss 0.013619 Objective Loss 0.000000 Distill Loss 0.013619 LR 0.000063 Time 0.547500 +2023-11-20 02:30:55,228 - Epoch: [30][ 6300/12168] Overall Loss 0.013619 Objective Loss 0.000000 Distill Loss 0.013619 LR 0.000063 Time 0.547478 +2023-11-20 02:31:49,868 - Epoch: [30][ 6400/12168] Overall Loss 0.013619 Objective Loss 0.000000 Distill Loss 0.013619 LR 0.000063 Time 0.547461 +2023-11-20 02:32:44,533 - Epoch: [30][ 6500/12168] Overall Loss 0.013618 Objective Loss 0.000000 Distill Loss 0.013618 LR 0.000063 Time 0.547448 +2023-11-20 02:33:39,138 - Epoch: [30][ 6600/12168] Overall Loss 0.013618 Objective Loss 0.000000 Distill Loss 0.013618 LR 0.000063 Time 0.547427 +2023-11-20 02:34:33,681 - Epoch: [30][ 6700/12168] Overall Loss 0.013617 Objective Loss 0.000000 Distill Loss 0.013617 LR 0.000063 Time 0.547396 +2023-11-20 02:35:28,386 - Epoch: [30][ 6800/12168] Overall Loss 0.013617 Objective Loss 0.000000 Distill Loss 0.013617 LR 0.000063 Time 0.547391 +2023-11-20 02:36:23,002 - Epoch: [30][ 6900/12168] Overall Loss 0.013615 Objective Loss 0.000000 Distill Loss 0.013615 LR 0.000063 Time 0.547372 +2023-11-20 02:37:17,606 - Epoch: [30][ 7000/12168] Overall Loss 0.013614 Objective Loss 0.000000 Distill Loss 0.013614 LR 0.000063 Time 0.547353 +2023-11-20 02:38:12,252 - Epoch: [30][ 7100/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547340 +2023-11-20 02:39:06,837 - Epoch: [30][ 7200/12168] Overall Loss 0.013614 Objective Loss 0.000000 Distill Loss 0.013614 LR 0.000063 Time 0.547319 +2023-11-20 02:40:01,371 - Epoch: [30][ 7300/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547291 +2023-11-20 02:40:56,064 - Epoch: [30][ 7400/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547286 +2023-11-20 02:41:50,674 - Epoch: [30][ 7500/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547270 +2023-11-20 02:42:45,296 - Epoch: [30][ 7600/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547256 +2023-11-20 02:43:39,851 - Epoch: [30][ 7700/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547233 +2023-11-20 02:44:34,413 - Epoch: [30][ 7800/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547212 +2023-11-20 02:45:29,080 - Epoch: [30][ 7900/12168] Overall Loss 0.013614 Objective Loss 0.000000 Distill Loss 0.013614 LR 0.000063 Time 0.547205 +2023-11-20 02:46:23,851 - Epoch: [30][ 8000/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547211 +2023-11-20 02:47:18,449 - Epoch: [30][ 8100/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547195 +2023-11-20 02:48:13,014 - Epoch: [30][ 8200/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547176 +2023-11-20 02:49:07,652 - Epoch: [30][ 8300/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.547166 +2023-11-20 02:50:02,281 - Epoch: [30][ 8400/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547155 +2023-11-20 02:50:56,877 - Epoch: [30][ 8500/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547141 +2023-11-20 02:51:51,469 - Epoch: [30][ 8600/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547126 +2023-11-20 02:52:46,176 - Epoch: [30][ 8700/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547125 +2023-11-20 02:53:40,860 - Epoch: [30][ 8800/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547122 +2023-11-20 02:54:35,417 - Epoch: [30][ 8900/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547104 +2023-11-20 02:55:30,037 - Epoch: [30][ 9000/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547093 +2023-11-20 02:56:24,657 - Epoch: [30][ 9100/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547083 +2023-11-20 02:57:19,320 - Epoch: [30][ 9200/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547078 +2023-11-20 02:58:13,913 - Epoch: [30][ 9300/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547065 +2023-11-20 02:59:08,475 - Epoch: [30][ 9400/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547050 +2023-11-20 03:00:03,161 - Epoch: [30][ 9500/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547047 +2023-11-20 03:00:57,882 - Epoch: [30][ 9600/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547048 +2023-11-20 03:01:52,551 - Epoch: [30][ 9700/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.547044 +2023-11-20 03:02:47,233 - Epoch: [30][ 9800/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547042 +2023-11-20 03:03:41,914 - Epoch: [30][ 9900/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547039 +2023-11-20 03:04:36,508 - Epoch: [30][10000/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547028 +2023-11-20 03:05:31,113 - Epoch: [30][10100/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547018 +2023-11-20 03:06:25,684 - Epoch: [30][10200/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.547004 +2023-11-20 03:07:20,292 - Epoch: [30][10300/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546995 +2023-11-20 03:08:14,934 - Epoch: [30][10400/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546989 +2023-11-20 03:09:09,669 - Epoch: [30][10500/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546993 +2023-11-20 03:10:04,297 - Epoch: [30][10600/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546986 +2023-11-20 03:10:58,881 - Epoch: [30][10700/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546975 +2023-11-20 03:11:53,482 - Epoch: [30][10800/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546965 +2023-11-20 03:12:48,132 - Epoch: [30][10900/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546961 +2023-11-20 03:13:42,764 - Epoch: [30][11000/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546955 +2023-11-20 03:14:37,454 - Epoch: [30][11100/12168] Overall Loss 0.013611 Objective Loss 0.000000 Distill Loss 0.013611 LR 0.000063 Time 0.546954 +2023-11-20 03:15:32,098 - Epoch: [30][11200/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546949 +2023-11-20 03:16:26,697 - Epoch: [30][11300/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546940 +2023-11-20 03:17:21,316 - Epoch: [30][11400/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546933 +2023-11-20 03:18:15,975 - Epoch: [30][11500/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546930 +2023-11-20 03:19:10,705 - Epoch: [30][11600/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546933 +2023-11-20 03:20:05,277 - Epoch: [30][11700/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.546922 +2023-11-20 03:20:59,950 - Epoch: [30][11800/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.546920 +2023-11-20 03:21:54,614 - Epoch: [30][11900/12168] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.000063 Time 0.546918 +2023-11-20 03:22:49,274 - Epoch: [30][12000/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546915 +2023-11-20 03:23:43,883 - Epoch: [30][12100/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546908 +2023-11-20 03:24:20,972 - Epoch: [30][12168/12168] Overall Loss 0.013612 Objective Loss 0.000000 Distill Loss 0.013612 LR 0.000063 Time 0.546899 +2023-11-20 03:24:21,336 - --- validate (epoch=30)----------- +2023-11-20 03:24:21,336 - 167951 samples (256 per mini-batch) +2023-11-20 03:25:12,680 - Epoch: [30][ 100/ 657] Loss 0.000000 Overall Loss 0.014096 +2023-11-20 03:26:01,331 - Epoch: [30][ 200/ 657] Loss 0.000000 Overall Loss 0.014092 +2023-11-20 03:26:49,952 - Epoch: [30][ 300/ 657] Loss 0.000000 Overall Loss 0.014102 +2023-11-20 03:27:38,582 - Epoch: [30][ 400/ 657] Loss 0.000000 Overall Loss 0.014102 +2023-11-20 03:28:27,184 - Epoch: [30][ 500/ 657] Loss 0.000000 Overall Loss 0.014103 +2023-11-20 03:29:15,789 - Epoch: [30][ 600/ 657] Loss 0.000000 Overall Loss 0.014106 +2023-11-20 03:29:43,033 - Epoch: [30][ 657/ 657] Loss 0.000000 Overall Loss 0.014102 +2023-11-20 03:29:43,227 - ==> Overall Loss: 0.014 + +2023-11-20 03:29:43,229 - ==> Best [Overall Loss: 0.014102 on epoch: 30] +2023-11-20 03:29:43,229 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 03:29:43,257 - + +2023-11-20 03:29:43,257 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 03:30:47,688 - Epoch: [31][ 100/12168] Overall Loss 0.013504 Objective Loss 0.000000 Distill Loss 0.013504 LR 0.000063 Time 0.644274 +2023-11-20 03:31:42,299 - Epoch: [31][ 200/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.000063 Time 0.595175 +2023-11-20 03:32:36,956 - Epoch: [31][ 300/12168] Overall Loss 0.013521 Objective Loss 0.000000 Distill Loss 0.013521 LR 0.000063 Time 0.578965 +2023-11-20 03:33:31,493 - Epoch: [31][ 400/12168] Overall Loss 0.013523 Objective Loss 0.000000 Distill Loss 0.013523 LR 0.000063 Time 0.570557 +2023-11-20 03:34:26,060 - Epoch: [31][ 500/12168] Overall Loss 0.013531 Objective Loss 0.000000 Distill Loss 0.013531 LR 0.000063 Time 0.565574 +2023-11-20 03:35:20,649 - Epoch: [31][ 600/12168] Overall Loss 0.013534 Objective Loss 0.000000 Distill Loss 0.013534 LR 0.000063 Time 0.562288 +2023-11-20 03:36:15,265 - Epoch: [31][ 700/12168] Overall Loss 0.013539 Objective Loss 0.000000 Distill Loss 0.013539 LR 0.000063 Time 0.559980 +2023-11-20 03:37:09,824 - Epoch: [31][ 800/12168] Overall Loss 0.013549 Objective Loss 0.000000 Distill Loss 0.013549 LR 0.000063 Time 0.558178 +2023-11-20 03:38:04,427 - Epoch: [31][ 900/12168] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.000063 Time 0.556825 +2023-11-20 03:38:59,073 - Epoch: [31][ 1000/12168] Overall Loss 0.013577 Objective Loss 0.000000 Distill Loss 0.013577 LR 0.000063 Time 0.555785 +2023-11-20 03:39:53,735 - Epoch: [31][ 1100/12168] Overall Loss 0.013580 Objective Loss 0.000000 Distill Loss 0.013580 LR 0.000063 Time 0.554949 +2023-11-20 03:40:48,312 - Epoch: [31][ 1200/12168] Overall Loss 0.013577 Objective Loss 0.000000 Distill Loss 0.013577 LR 0.000063 Time 0.554182 +2023-11-20 03:41:42,866 - Epoch: [31][ 1300/12168] Overall Loss 0.013574 Objective Loss 0.000000 Distill Loss 0.013574 LR 0.000063 Time 0.553515 +2023-11-20 03:42:37,411 - Epoch: [31][ 1400/12168] Overall Loss 0.013574 Objective Loss 0.000000 Distill Loss 0.013574 LR 0.000063 Time 0.552937 +2023-11-20 03:43:32,041 - Epoch: [31][ 1500/12168] Overall Loss 0.013571 Objective Loss 0.000000 Distill Loss 0.013571 LR 0.000063 Time 0.552492 +2023-11-20 03:44:26,663 - Epoch: [31][ 1600/12168] Overall Loss 0.013571 Objective Loss 0.000000 Distill Loss 0.013571 LR 0.000063 Time 0.552098 +2023-11-20 03:45:21,324 - Epoch: [31][ 1700/12168] Overall Loss 0.013574 Objective Loss 0.000000 Distill Loss 0.013574 LR 0.000063 Time 0.551774 +2023-11-20 03:46:15,928 - Epoch: [31][ 1800/12168] Overall Loss 0.013571 Objective Loss 0.000000 Distill Loss 0.013571 LR 0.000063 Time 0.551453 +2023-11-20 03:47:10,589 - Epoch: [31][ 1900/12168] Overall Loss 0.013570 Objective Loss 0.000000 Distill Loss 0.013570 LR 0.000063 Time 0.551197 +2023-11-20 03:48:05,167 - Epoch: [31][ 2000/12168] Overall Loss 0.013572 Objective Loss 0.000000 Distill Loss 0.013572 LR 0.000063 Time 0.550924 +2023-11-20 03:48:59,830 - Epoch: [31][ 2100/12168] Overall Loss 0.013574 Objective Loss 0.000000 Distill Loss 0.013574 LR 0.000063 Time 0.550718 +2023-11-20 03:49:54,474 - Epoch: [31][ 2200/12168] Overall Loss 0.013574 Objective Loss 0.000000 Distill Loss 0.013574 LR 0.000063 Time 0.550522 +2023-11-20 03:50:49,053 - Epoch: [31][ 2300/12168] Overall Loss 0.013570 Objective Loss 0.000000 Distill Loss 0.013570 LR 0.000063 Time 0.550315 +2023-11-20 03:51:43,764 - Epoch: [31][ 2400/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.550180 +2023-11-20 03:52:38,321 - Epoch: [31][ 2500/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.549995 +2023-11-20 03:53:32,947 - Epoch: [31][ 2600/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.549849 +2023-11-20 03:54:27,504 - Epoch: [31][ 2700/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.549690 +2023-11-20 03:55:22,059 - Epoch: [31][ 2800/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.549541 +2023-11-20 03:56:16,673 - Epoch: [31][ 2900/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.549423 +2023-11-20 03:57:11,224 - Epoch: [31][ 3000/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.549291 +2023-11-20 03:58:05,818 - Epoch: [31][ 3100/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.549182 +2023-11-20 03:59:00,429 - Epoch: [31][ 3200/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.549085 +2023-11-20 03:59:55,126 - Epoch: [31][ 3300/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.549020 +2023-11-20 04:00:49,761 - Epoch: [31][ 3400/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.548941 +2023-11-20 04:01:44,431 - Epoch: [31][ 3500/12168] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.000063 Time 0.548876 +2023-11-20 04:02:39,061 - Epoch: [31][ 3600/12168] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.000063 Time 0.548803 +2023-11-20 04:03:33,663 - Epoch: [31][ 3700/12168] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.000063 Time 0.548727 +2023-11-20 04:04:28,392 - Epoch: [31][ 3800/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548689 +2023-11-20 04:05:23,009 - Epoch: [31][ 3900/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548623 +2023-11-20 04:06:17,637 - Epoch: [31][ 4000/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.548564 +2023-11-20 04:07:12,247 - Epoch: [31][ 4100/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548503 +2023-11-20 04:08:06,981 - Epoch: [31][ 4200/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548475 +2023-11-20 04:09:01,585 - Epoch: [31][ 4300/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548417 +2023-11-20 04:09:56,200 - Epoch: [31][ 4400/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548365 +2023-11-20 04:10:50,671 - Epoch: [31][ 4500/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548283 +2023-11-20 04:11:45,298 - Epoch: [31][ 4600/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548239 +2023-11-20 04:12:39,898 - Epoch: [31][ 4700/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.548191 +2023-11-20 04:13:34,507 - Epoch: [31][ 4800/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.548146 +2023-11-20 04:14:29,158 - Epoch: [31][ 4900/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.548112 +2023-11-20 04:15:23,774 - Epoch: [31][ 5000/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.548072 +2023-11-20 04:16:18,445 - Epoch: [31][ 5100/12168] Overall Loss 0.013567 Objective Loss 0.000000 Distill Loss 0.013567 LR 0.000063 Time 0.548045 +2023-11-20 04:17:13,136 - Epoch: [31][ 5200/12168] Overall Loss 0.013567 Objective Loss 0.000000 Distill Loss 0.013567 LR 0.000063 Time 0.548023 +2023-11-20 04:18:07,733 - Epoch: [31][ 5300/12168] Overall Loss 0.013567 Objective Loss 0.000000 Distill Loss 0.013567 LR 0.000063 Time 0.547983 +2023-11-20 04:19:02,365 - Epoch: [31][ 5400/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.547952 +2023-11-20 04:19:56,936 - Epoch: [31][ 5500/12168] Overall Loss 0.013567 Objective Loss 0.000000 Distill Loss 0.013567 LR 0.000063 Time 0.547911 +2023-11-20 04:20:51,484 - Epoch: [31][ 5600/12168] Overall Loss 0.013567 Objective Loss 0.000000 Distill Loss 0.013567 LR 0.000063 Time 0.547867 +2023-11-20 04:21:46,004 - Epoch: [31][ 5700/12168] Overall Loss 0.013568 Objective Loss 0.000000 Distill Loss 0.013568 LR 0.000063 Time 0.547819 +2023-11-20 04:22:40,588 - Epoch: [31][ 5800/12168] Overall Loss 0.013568 Objective Loss 0.000000 Distill Loss 0.013568 LR 0.000063 Time 0.547785 +2023-11-20 04:23:35,167 - Epoch: [31][ 5900/12168] Overall Loss 0.013568 Objective Loss 0.000000 Distill Loss 0.013568 LR 0.000063 Time 0.547750 +2023-11-20 04:24:29,753 - Epoch: [31][ 6000/12168] Overall Loss 0.013568 Objective Loss 0.000000 Distill Loss 0.013568 LR 0.000063 Time 0.547718 +2023-11-20 04:25:24,371 - Epoch: [31][ 6100/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.547693 +2023-11-20 04:26:18,905 - Epoch: [31][ 6200/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.547654 +2023-11-20 04:27:13,455 - Epoch: [31][ 6300/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.547619 +2023-11-20 04:28:07,933 - Epoch: [31][ 6400/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.547575 +2023-11-20 04:29:02,571 - Epoch: [31][ 6500/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.547556 +2023-11-20 04:29:57,240 - Epoch: [31][ 6600/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.547542 +2023-11-20 04:30:51,825 - Epoch: [31][ 6700/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.547516 +2023-11-20 04:31:46,422 - Epoch: [31][ 6800/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.547493 +2023-11-20 04:32:41,000 - Epoch: [31][ 6900/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547468 +2023-11-20 04:33:35,607 - Epoch: [31][ 7000/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547448 +2023-11-20 04:34:30,231 - Epoch: [31][ 7100/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547430 +2023-11-20 04:35:24,824 - Epoch: [31][ 7200/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547409 +2023-11-20 04:36:19,426 - Epoch: [31][ 7300/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547390 +2023-11-20 04:37:14,069 - Epoch: [31][ 7400/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547376 +2023-11-20 04:38:08,633 - Epoch: [31][ 7500/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547353 +2023-11-20 04:39:03,305 - Epoch: [31][ 7600/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547344 +2023-11-20 04:39:57,915 - Epoch: [31][ 7700/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.547327 +2023-11-20 04:40:52,574 - Epoch: [31][ 7800/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.547317 +2023-11-20 04:41:47,206 - Epoch: [31][ 7900/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.547304 +2023-11-20 04:42:41,824 - Epoch: [31][ 8000/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547290 +2023-11-20 04:43:36,417 - Epoch: [31][ 8100/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547273 +2023-11-20 04:44:31,053 - Epoch: [31][ 8200/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547261 +2023-11-20 04:45:25,655 - Epoch: [31][ 8300/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547246 +2023-11-20 04:46:20,329 - Epoch: [31][ 8400/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547240 +2023-11-20 04:47:14,948 - Epoch: [31][ 8500/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547227 +2023-11-20 04:48:09,597 - Epoch: [31][ 8600/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547218 +2023-11-20 04:49:04,224 - Epoch: [31][ 8700/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.547207 +2023-11-20 04:49:58,809 - Epoch: [31][ 8800/12168] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.000063 Time 0.547191 +2023-11-20 04:50:53,491 - Epoch: [31][ 8900/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.547186 +2023-11-20 04:51:48,143 - Epoch: [31][ 9000/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.547179 +2023-11-20 04:52:42,753 - Epoch: [31][ 9100/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.547166 +2023-11-20 04:53:37,378 - Epoch: [31][ 9200/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.547156 +2023-11-20 04:54:32,045 - Epoch: [31][ 9300/12168] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.000063 Time 0.547151 +2023-11-20 04:55:26,771 - Epoch: [31][ 9400/12168] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.000063 Time 0.547151 +2023-11-20 04:56:21,452 - Epoch: [31][ 9500/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.547148 +2023-11-20 04:57:16,037 - Epoch: [31][ 9600/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.547134 +2023-11-20 04:58:10,712 - Epoch: [31][ 9700/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.547129 +2023-11-20 04:59:05,318 - Epoch: [31][ 9800/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.547118 +2023-11-20 04:59:59,922 - Epoch: [31][ 9900/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.547107 +2023-11-20 05:00:54,580 - Epoch: [31][10000/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.547101 +2023-11-20 05:01:49,241 - Epoch: [31][10100/12168] Overall Loss 0.013561 Objective Loss 0.000000 Distill Loss 0.013561 LR 0.000063 Time 0.547096 +2023-11-20 05:02:43,917 - Epoch: [31][10200/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.547093 +2023-11-20 05:03:38,561 - Epoch: [31][10300/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547086 +2023-11-20 05:04:33,271 - Epoch: [31][10400/12168] Overall Loss 0.013560 Objective Loss 0.000000 Distill Loss 0.013560 LR 0.000063 Time 0.547086 +2023-11-20 05:05:27,890 - Epoch: [31][10500/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547077 +2023-11-20 05:06:22,563 - Epoch: [31][10600/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.547073 +2023-11-20 05:07:17,241 - Epoch: [31][10700/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.547070 +2023-11-20 05:08:11,787 - Epoch: [31][10800/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.547055 +2023-11-20 05:09:06,433 - Epoch: [31][10900/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547050 +2023-11-20 05:10:01,013 - Epoch: [31][11000/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.547038 +2023-11-20 05:10:55,605 - Epoch: [31][11100/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547028 +2023-11-20 05:11:50,291 - Epoch: [31][11200/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.547026 +2023-11-20 05:12:44,888 - Epoch: [31][11300/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547016 +2023-11-20 05:13:39,524 - Epoch: [31][11400/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547010 +2023-11-20 05:14:34,181 - Epoch: [31][11500/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547006 +2023-11-20 05:15:28,864 - Epoch: [31][11600/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.547004 +2023-11-20 05:16:23,500 - Epoch: [31][11700/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.546999 +2023-11-20 05:17:18,213 - Epoch: [31][11800/12168] Overall Loss 0.013559 Objective Loss 0.000000 Distill Loss 0.013559 LR 0.000063 Time 0.546999 +2023-11-20 05:18:12,835 - Epoch: [31][11900/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.546993 +2023-11-20 05:19:07,557 - Epoch: [31][12000/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.546994 +2023-11-20 05:20:02,204 - Epoch: [31][12100/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.546990 +2023-11-20 05:20:39,225 - Epoch: [31][12168/12168] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.000063 Time 0.546975 +2023-11-20 05:20:39,619 - --- validate (epoch=31)----------- +2023-11-20 05:20:39,620 - 167951 samples (256 per mini-batch) +2023-11-20 05:21:30,871 - Epoch: [31][ 100/ 657] Loss 0.000000 Overall Loss 0.014049 +2023-11-20 05:22:19,519 - Epoch: [31][ 200/ 657] Loss 0.000000 Overall Loss 0.014043 +2023-11-20 05:23:08,196 - Epoch: [31][ 300/ 657] Loss 0.000000 Overall Loss 0.014054 +2023-11-20 05:23:56,845 - Epoch: [31][ 400/ 657] Loss 0.000000 Overall Loss 0.014060 +2023-11-20 05:24:45,492 - Epoch: [31][ 500/ 657] Loss 0.000000 Overall Loss 0.014051 +2023-11-20 05:25:34,116 - Epoch: [31][ 600/ 657] Loss 0.000000 Overall Loss 0.014051 +2023-11-20 05:26:01,404 - Epoch: [31][ 657/ 657] Loss 0.000000 Overall Loss 0.014049 +2023-11-20 05:26:01,605 - ==> Overall Loss: 0.014 + +2023-11-20 05:26:01,608 - ==> Best [Overall Loss: 0.014049 on epoch: 31] +2023-11-20 05:26:01,608 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 05:26:01,636 - + +2023-11-20 05:26:01,636 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 05:27:05,273 - Epoch: [32][ 100/12168] Overall Loss 0.013461 Objective Loss 0.000000 Distill Loss 0.013461 LR 0.000063 Time 0.636331 +2023-11-20 05:27:59,814 - Epoch: [32][ 200/12168] Overall Loss 0.013506 Objective Loss 0.000000 Distill Loss 0.013506 LR 0.000063 Time 0.590858 +2023-11-20 05:28:54,432 - Epoch: [32][ 300/12168] Overall Loss 0.013524 Objective Loss 0.000000 Distill Loss 0.013524 LR 0.000063 Time 0.575956 +2023-11-20 05:29:49,031 - Epoch: [32][ 400/12168] Overall Loss 0.013528 Objective Loss 0.000000 Distill Loss 0.013528 LR 0.000063 Time 0.568455 +2023-11-20 05:30:43,665 - Epoch: [32][ 500/12168] Overall Loss 0.013507 Objective Loss 0.000000 Distill Loss 0.013507 LR 0.000063 Time 0.564026 +2023-11-20 05:31:38,191 - Epoch: [32][ 600/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.560894 +2023-11-20 05:32:32,742 - Epoch: [32][ 700/12168] Overall Loss 0.013522 Objective Loss 0.000000 Distill Loss 0.013522 LR 0.000063 Time 0.558691 +2023-11-20 05:33:27,343 - Epoch: [32][ 800/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.557103 +2023-11-20 05:34:22,025 - Epoch: [32][ 900/12168] Overall Loss 0.013524 Objective Loss 0.000000 Distill Loss 0.013524 LR 0.000063 Time 0.555956 +2023-11-20 05:35:16,625 - Epoch: [32][ 1000/12168] Overall Loss 0.013529 Objective Loss 0.000000 Distill Loss 0.013529 LR 0.000063 Time 0.554958 +2023-11-20 05:36:11,233 - Epoch: [32][ 1100/12168] Overall Loss 0.013530 Objective Loss 0.000000 Distill Loss 0.013530 LR 0.000063 Time 0.554148 +2023-11-20 05:37:05,744 - Epoch: [32][ 1200/12168] Overall Loss 0.013526 Objective Loss 0.000000 Distill Loss 0.013526 LR 0.000063 Time 0.553392 +2023-11-20 05:38:00,364 - Epoch: [32][ 1300/12168] Overall Loss 0.013524 Objective Loss 0.000000 Distill Loss 0.013524 LR 0.000063 Time 0.552837 +2023-11-20 05:38:54,864 - Epoch: [32][ 1400/12168] Overall Loss 0.013528 Objective Loss 0.000000 Distill Loss 0.013528 LR 0.000063 Time 0.552275 +2023-11-20 05:39:49,510 - Epoch: [32][ 1500/12168] Overall Loss 0.013530 Objective Loss 0.000000 Distill Loss 0.013530 LR 0.000063 Time 0.551885 +2023-11-20 05:40:44,081 - Epoch: [32][ 1600/12168] Overall Loss 0.013527 Objective Loss 0.000000 Distill Loss 0.013527 LR 0.000063 Time 0.551497 +2023-11-20 05:41:38,655 - Epoch: [32][ 1700/12168] Overall Loss 0.013533 Objective Loss 0.000000 Distill Loss 0.013533 LR 0.000063 Time 0.551157 +2023-11-20 05:42:33,298 - Epoch: [32][ 1800/12168] Overall Loss 0.013535 Objective Loss 0.000000 Distill Loss 0.013535 LR 0.000063 Time 0.550893 +2023-11-20 05:43:27,941 - Epoch: [32][ 1900/12168] Overall Loss 0.013537 Objective Loss 0.000000 Distill Loss 0.013537 LR 0.000063 Time 0.550656 +2023-11-20 05:44:22,534 - Epoch: [32][ 2000/12168] Overall Loss 0.013536 Objective Loss 0.000000 Distill Loss 0.013536 LR 0.000063 Time 0.550418 +2023-11-20 05:45:17,079 - Epoch: [32][ 2100/12168] Overall Loss 0.013534 Objective Loss 0.000000 Distill Loss 0.013534 LR 0.000063 Time 0.550180 +2023-11-20 05:46:11,746 - Epoch: [32][ 2200/12168] Overall Loss 0.013532 Objective Loss 0.000000 Distill Loss 0.013532 LR 0.000063 Time 0.550019 +2023-11-20 05:47:06,415 - Epoch: [32][ 2300/12168] Overall Loss 0.013530 Objective Loss 0.000000 Distill Loss 0.013530 LR 0.000063 Time 0.549873 +2023-11-20 05:48:01,046 - Epoch: [32][ 2400/12168] Overall Loss 0.013528 Objective Loss 0.000000 Distill Loss 0.013528 LR 0.000063 Time 0.549723 +2023-11-20 05:48:55,611 - Epoch: [32][ 2500/12168] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.000063 Time 0.549559 +2023-11-20 05:49:50,161 - Epoch: [32][ 2600/12168] Overall Loss 0.013524 Objective Loss 0.000000 Distill Loss 0.013524 LR 0.000063 Time 0.549402 +2023-11-20 05:50:44,774 - Epoch: [32][ 2700/12168] Overall Loss 0.013522 Objective Loss 0.000000 Distill Loss 0.013522 LR 0.000063 Time 0.549280 +2023-11-20 05:51:39,337 - Epoch: [32][ 2800/12168] Overall Loss 0.013522 Objective Loss 0.000000 Distill Loss 0.013522 LR 0.000063 Time 0.549148 +2023-11-20 05:52:33,938 - Epoch: [32][ 2900/12168] Overall Loss 0.013522 Objective Loss 0.000000 Distill Loss 0.013522 LR 0.000063 Time 0.549039 +2023-11-20 05:53:28,528 - Epoch: [32][ 3000/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.000063 Time 0.548933 +2023-11-20 05:54:23,111 - Epoch: [32][ 3100/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.548832 +2023-11-20 05:55:17,778 - Epoch: [32][ 3200/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.548764 +2023-11-20 05:56:12,364 - Epoch: [32][ 3300/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.548675 +2023-11-20 05:57:06,888 - Epoch: [32][ 3400/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.548573 +2023-11-20 05:58:01,521 - Epoch: [32][ 3500/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.000063 Time 0.548508 +2023-11-20 05:58:56,109 - Epoch: [32][ 3600/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.548434 +2023-11-20 05:59:50,695 - Epoch: [32][ 3700/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.548364 +2023-11-20 06:00:45,321 - Epoch: [32][ 3800/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.548307 +2023-11-20 06:01:39,919 - Epoch: [32][ 3900/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.548247 +2023-11-20 06:02:34,489 - Epoch: [32][ 4000/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.548182 +2023-11-20 06:03:29,124 - Epoch: [32][ 4100/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.548137 +2023-11-20 06:04:23,715 - Epoch: [32][ 4200/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.548083 +2023-11-20 06:05:18,329 - Epoch: [32][ 4300/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.548037 +2023-11-20 06:06:12,979 - Epoch: [32][ 4400/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.548002 +2023-11-20 06:07:07,620 - Epoch: [32][ 4500/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.547966 +2023-11-20 06:08:02,160 - Epoch: [32][ 4600/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547909 +2023-11-20 06:08:56,752 - Epoch: [32][ 4700/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547866 +2023-11-20 06:09:51,411 - Epoch: [32][ 4800/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547839 +2023-11-20 06:10:45,968 - Epoch: [32][ 4900/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.547792 +2023-11-20 06:11:40,573 - Epoch: [32][ 5000/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.547756 +2023-11-20 06:12:35,164 - Epoch: [32][ 5100/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547720 +2023-11-20 06:13:29,716 - Epoch: [32][ 5200/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.547677 +2023-11-20 06:14:24,262 - Epoch: [32][ 5300/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.547635 +2023-11-20 06:15:18,886 - Epoch: [32][ 5400/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.000063 Time 0.547608 +2023-11-20 06:16:13,458 - Epoch: [32][ 5500/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.000063 Time 0.547573 +2023-11-20 06:17:07,973 - Epoch: [32][ 5600/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.547529 +2023-11-20 06:18:02,560 - Epoch: [32][ 5700/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.547500 +2023-11-20 06:18:57,184 - Epoch: [32][ 5800/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.547478 +2023-11-20 06:19:51,737 - Epoch: [32][ 5900/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.547444 +2023-11-20 06:20:46,435 - Epoch: [32][ 6000/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.547436 +2023-11-20 06:21:41,122 - Epoch: [32][ 6100/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.547426 +2023-11-20 06:22:35,758 - Epoch: [32][ 6200/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.000063 Time 0.547408 +2023-11-20 06:23:30,337 - Epoch: [32][ 6300/12168] Overall Loss 0.013520 Objective Loss 0.000000 Distill Loss 0.013520 LR 0.000063 Time 0.547382 +2023-11-20 06:24:24,989 - Epoch: [32][ 6400/12168] Overall Loss 0.013520 Objective Loss 0.000000 Distill Loss 0.013520 LR 0.000063 Time 0.547368 +2023-11-20 06:25:19,567 - Epoch: [32][ 6500/12168] Overall Loss 0.013520 Objective Loss 0.000000 Distill Loss 0.013520 LR 0.000063 Time 0.547343 +2023-11-20 06:26:14,163 - Epoch: [32][ 6600/12168] Overall Loss 0.013519 Objective Loss 0.000000 Distill Loss 0.013519 LR 0.000063 Time 0.547322 +2023-11-20 06:27:08,819 - Epoch: [32][ 6700/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.547310 +2023-11-20 06:28:03,395 - Epoch: [32][ 6800/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.547287 +2023-11-20 06:28:58,110 - Epoch: [32][ 6900/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.547284 +2023-11-20 06:29:52,767 - Epoch: [32][ 7000/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.547274 +2023-11-20 06:30:47,427 - Epoch: [32][ 7100/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.547264 +2023-11-20 06:31:42,026 - Epoch: [32][ 7200/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.547246 +2023-11-20 06:32:36,708 - Epoch: [32][ 7300/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547239 +2023-11-20 06:33:31,394 - Epoch: [32][ 7400/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547234 +2023-11-20 06:34:26,005 - Epoch: [32][ 7500/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547218 +2023-11-20 06:35:20,660 - Epoch: [32][ 7600/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547209 +2023-11-20 06:36:15,338 - Epoch: [32][ 7700/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547203 +2023-11-20 06:37:09,906 - Epoch: [32][ 7800/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.547183 +2023-11-20 06:38:04,416 - Epoch: [32][ 7900/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547157 +2023-11-20 06:38:59,000 - Epoch: [32][ 8000/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547140 +2023-11-20 06:39:53,584 - Epoch: [32][ 8100/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.547123 +2023-11-20 06:40:48,238 - Epoch: [32][ 8200/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.547116 +2023-11-20 06:41:42,870 - Epoch: [32][ 8300/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547106 +2023-11-20 06:42:37,483 - Epoch: [32][ 8400/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547094 +2023-11-20 06:43:32,250 - Epoch: [32][ 8500/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547100 +2023-11-20 06:44:26,949 - Epoch: [32][ 8600/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547099 +2023-11-20 06:45:21,508 - Epoch: [32][ 8700/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547081 +2023-11-20 06:46:16,170 - Epoch: [32][ 8800/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547075 +2023-11-20 06:47:10,729 - Epoch: [32][ 8900/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.547058 +2023-11-20 06:48:05,405 - Epoch: [32][ 9000/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.547055 +2023-11-20 06:49:00,039 - Epoch: [32][ 9100/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.547047 +2023-11-20 06:49:54,659 - Epoch: [32][ 9200/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.547037 +2023-11-20 06:50:49,293 - Epoch: [32][ 9300/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.547029 +2023-11-20 06:51:43,865 - Epoch: [32][ 9400/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.547015 +2023-11-20 06:52:38,494 - Epoch: [32][ 9500/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.547007 +2023-11-20 06:53:33,014 - Epoch: [32][ 9600/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.546988 +2023-11-20 06:54:27,613 - Epoch: [32][ 9700/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.546977 +2023-11-20 06:55:22,244 - Epoch: [32][ 9800/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.546970 +2023-11-20 06:56:16,869 - Epoch: [32][ 9900/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546962 +2023-11-20 06:57:11,459 - Epoch: [32][10000/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546952 +2023-11-20 06:58:06,031 - Epoch: [32][10100/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546939 +2023-11-20 06:59:00,620 - Epoch: [32][10200/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546928 +2023-11-20 06:59:55,312 - Epoch: [32][10300/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.546928 +2023-11-20 07:00:49,905 - Epoch: [32][10400/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.546918 +2023-11-20 07:01:44,545 - Epoch: [32][10500/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.546913 +2023-11-20 07:02:39,220 - Epoch: [32][10600/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546911 +2023-11-20 07:03:33,784 - Epoch: [32][10700/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546899 +2023-11-20 07:04:28,367 - Epoch: [32][10800/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546889 +2023-11-20 07:05:23,019 - Epoch: [32][10900/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546885 +2023-11-20 07:06:17,716 - Epoch: [32][11000/12168] Overall Loss 0.013513 Objective Loss 0.000000 Distill Loss 0.013513 LR 0.000063 Time 0.546886 +2023-11-20 07:07:12,334 - Epoch: [32][11100/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546879 +2023-11-20 07:08:07,003 - Epoch: [32][11200/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546877 +2023-11-20 07:09:01,664 - Epoch: [32][11300/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546874 +2023-11-20 07:09:56,343 - Epoch: [32][11400/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546873 +2023-11-20 07:10:50,926 - Epoch: [32][11500/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546864 +2023-11-20 07:11:45,579 - Epoch: [32][11600/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546861 +2023-11-20 07:12:40,179 - Epoch: [32][11700/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546853 +2023-11-20 07:13:34,924 - Epoch: [32][11800/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546858 +2023-11-20 07:14:29,493 - Epoch: [32][11900/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546848 +2023-11-20 07:15:24,119 - Epoch: [32][12000/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546843 +2023-11-20 07:16:18,717 - Epoch: [32][12100/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.546835 +2023-11-20 07:16:55,878 - Epoch: [32][12168/12168] Overall Loss 0.013515 Objective Loss 0.000000 Distill Loss 0.013515 LR 0.000063 Time 0.546833 +2023-11-20 07:16:56,240 - --- validate (epoch=32)----------- +2023-11-20 07:16:56,241 - 167951 samples (256 per mini-batch) +2023-11-20 07:17:48,304 - Epoch: [32][ 100/ 657] Loss 0.000000 Overall Loss 0.014105 +2023-11-20 07:18:36,940 - Epoch: [32][ 200/ 657] Loss 0.000000 Overall Loss 0.014082 +2023-11-20 07:19:25,545 - Epoch: [32][ 300/ 657] Loss 0.000000 Overall Loss 0.014102 +2023-11-20 07:20:14,160 - Epoch: [32][ 400/ 657] Loss 0.000000 Overall Loss 0.014099 +2023-11-20 07:21:02,753 - Epoch: [32][ 500/ 657] Loss 0.000000 Overall Loss 0.014093 +2023-11-20 07:21:51,374 - Epoch: [32][ 600/ 657] Loss 0.000000 Overall Loss 0.014087 +2023-11-20 07:22:18,651 - Epoch: [32][ 657/ 657] Loss 0.000000 Overall Loss 0.014091 +2023-11-20 07:22:18,848 - ==> Overall Loss: 0.014 + +2023-11-20 07:22:18,850 - ==> Best [Overall Loss: 0.014049 on epoch: 31] +2023-11-20 07:22:18,850 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 07:22:18,878 - + +2023-11-20 07:22:18,878 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 07:23:21,898 - Epoch: [33][ 100/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.630155 +2023-11-20 07:24:16,479 - Epoch: [33][ 200/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.587969 +2023-11-20 07:25:11,023 - Epoch: [33][ 300/12168] Overall Loss 0.013480 Objective Loss 0.000000 Distill Loss 0.013480 LR 0.000063 Time 0.573784 +2023-11-20 07:26:05,548 - Epoch: [33][ 400/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.000063 Time 0.566641 +2023-11-20 07:27:00,049 - Epoch: [33][ 500/12168] Overall Loss 0.013489 Objective Loss 0.000000 Distill Loss 0.013489 LR 0.000063 Time 0.562308 +2023-11-20 07:27:54,632 - Epoch: [33][ 600/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.559556 +2023-11-20 07:28:49,277 - Epoch: [33][ 700/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.557680 +2023-11-20 07:29:43,894 - Epoch: [33][ 800/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.556238 +2023-11-20 07:30:38,382 - Epoch: [33][ 900/12168] Overall Loss 0.013481 Objective Loss 0.000000 Distill Loss 0.013481 LR 0.000063 Time 0.554973 +2023-11-20 07:31:32,899 - Epoch: [33][ 1000/12168] Overall Loss 0.013489 Objective Loss 0.000000 Distill Loss 0.013489 LR 0.000063 Time 0.553989 +2023-11-20 07:32:27,393 - Epoch: [33][ 1100/12168] Overall Loss 0.013490 Objective Loss 0.000000 Distill Loss 0.013490 LR 0.000063 Time 0.553164 +2023-11-20 07:33:21,909 - Epoch: [33][ 1200/12168] Overall Loss 0.013485 Objective Loss 0.000000 Distill Loss 0.013485 LR 0.000063 Time 0.552494 +2023-11-20 07:34:16,461 - Epoch: [33][ 1300/12168] Overall Loss 0.013482 Objective Loss 0.000000 Distill Loss 0.013482 LR 0.000063 Time 0.551956 +2023-11-20 07:35:10,969 - Epoch: [33][ 1400/12168] Overall Loss 0.013483 Objective Loss 0.000000 Distill Loss 0.013483 LR 0.000063 Time 0.551462 +2023-11-20 07:36:05,536 - Epoch: [33][ 1500/12168] Overall Loss 0.013486 Objective Loss 0.000000 Distill Loss 0.013486 LR 0.000063 Time 0.551074 +2023-11-20 07:37:00,061 - Epoch: [33][ 1600/12168] Overall Loss 0.013486 Objective Loss 0.000000 Distill Loss 0.013486 LR 0.000063 Time 0.550708 +2023-11-20 07:37:54,638 - Epoch: [33][ 1700/12168] Overall Loss 0.013491 Objective Loss 0.000000 Distill Loss 0.013491 LR 0.000063 Time 0.550415 +2023-11-20 07:38:49,263 - Epoch: [33][ 1800/12168] Overall Loss 0.013490 Objective Loss 0.000000 Distill Loss 0.013490 LR 0.000063 Time 0.550182 +2023-11-20 07:39:43,942 - Epoch: [33][ 1900/12168] Overall Loss 0.013493 Objective Loss 0.000000 Distill Loss 0.013493 LR 0.000063 Time 0.550002 +2023-11-20 07:40:38,527 - Epoch: [33][ 2000/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.000063 Time 0.549793 +2023-11-20 07:41:33,049 - Epoch: [33][ 2100/12168] Overall Loss 0.013494 Objective Loss 0.000000 Distill Loss 0.013494 LR 0.000063 Time 0.549574 +2023-11-20 07:42:27,574 - Epoch: [33][ 2200/12168] Overall Loss 0.013495 Objective Loss 0.000000 Distill Loss 0.013495 LR 0.000063 Time 0.549376 +2023-11-20 07:43:22,055 - Epoch: [33][ 2300/12168] Overall Loss 0.013491 Objective Loss 0.000000 Distill Loss 0.013491 LR 0.000063 Time 0.549176 +2023-11-20 07:44:16,615 - Epoch: [33][ 2400/12168] Overall Loss 0.013489 Objective Loss 0.000000 Distill Loss 0.013489 LR 0.000063 Time 0.549026 +2023-11-20 07:45:11,249 - Epoch: [33][ 2500/12168] Overall Loss 0.013485 Objective Loss 0.000000 Distill Loss 0.013485 LR 0.000063 Time 0.548917 +2023-11-20 07:46:05,840 - Epoch: [33][ 2600/12168] Overall Loss 0.013482 Objective Loss 0.000000 Distill Loss 0.013482 LR 0.000063 Time 0.548800 +2023-11-20 07:47:00,387 - Epoch: [33][ 2700/12168] Overall Loss 0.013486 Objective Loss 0.000000 Distill Loss 0.013486 LR 0.000063 Time 0.548676 +2023-11-20 07:47:54,956 - Epoch: [33][ 2800/12168] Overall Loss 0.013485 Objective Loss 0.000000 Distill Loss 0.013485 LR 0.000063 Time 0.548568 +2023-11-20 07:48:49,548 - Epoch: [33][ 2900/12168] Overall Loss 0.013485 Objective Loss 0.000000 Distill Loss 0.013485 LR 0.000063 Time 0.548476 +2023-11-20 07:49:44,087 - Epoch: [33][ 3000/12168] Overall Loss 0.013484 Objective Loss 0.000000 Distill Loss 0.013484 LR 0.000063 Time 0.548372 +2023-11-20 07:50:38,588 - Epoch: [33][ 3100/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.548262 +2023-11-20 07:51:33,184 - Epoch: [33][ 3200/12168] Overall Loss 0.013480 Objective Loss 0.000000 Distill Loss 0.013480 LR 0.000063 Time 0.548190 +2023-11-20 07:52:27,653 - Epoch: [33][ 3300/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.548083 +2023-11-20 07:53:22,268 - Epoch: [33][ 3400/12168] Overall Loss 0.013481 Objective Loss 0.000000 Distill Loss 0.013481 LR 0.000063 Time 0.548025 +2023-11-20 07:54:16,871 - Epoch: [33][ 3500/12168] Overall Loss 0.013482 Objective Loss 0.000000 Distill Loss 0.013482 LR 0.000063 Time 0.547967 +2023-11-20 07:55:11,408 - Epoch: [33][ 3600/12168] Overall Loss 0.013482 Objective Loss 0.000000 Distill Loss 0.013482 LR 0.000063 Time 0.547894 +2023-11-20 07:56:05,969 - Epoch: [33][ 3700/12168] Overall Loss 0.013482 Objective Loss 0.000000 Distill Loss 0.013482 LR 0.000063 Time 0.547831 +2023-11-20 07:57:00,569 - Epoch: [33][ 3800/12168] Overall Loss 0.013483 Objective Loss 0.000000 Distill Loss 0.013483 LR 0.000063 Time 0.547782 +2023-11-20 07:57:55,140 - Epoch: [33][ 3900/12168] Overall Loss 0.013482 Objective Loss 0.000000 Distill Loss 0.013482 LR 0.000063 Time 0.547728 +2023-11-20 07:58:49,703 - Epoch: [33][ 4000/12168] Overall Loss 0.013481 Objective Loss 0.000000 Distill Loss 0.013481 LR 0.000063 Time 0.547675 +2023-11-20 07:59:44,195 - Epoch: [33][ 4100/12168] Overall Loss 0.013480 Objective Loss 0.000000 Distill Loss 0.013480 LR 0.000063 Time 0.547607 +2023-11-20 08:00:38,824 - Epoch: [33][ 4200/12168] Overall Loss 0.013480 Objective Loss 0.000000 Distill Loss 0.013480 LR 0.000063 Time 0.547575 +2023-11-20 08:01:33,365 - Epoch: [33][ 4300/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547524 +2023-11-20 08:02:27,929 - Epoch: [33][ 4400/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547481 +2023-11-20 08:03:22,424 - Epoch: [33][ 4500/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547424 +2023-11-20 08:04:16,930 - Epoch: [33][ 4600/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547372 +2023-11-20 08:05:11,394 - Epoch: [33][ 4700/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547313 +2023-11-20 08:06:06,072 - Epoch: [33][ 4800/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547301 +2023-11-20 08:07:00,612 - Epoch: [33][ 4900/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547262 +2023-11-20 08:07:55,234 - Epoch: [33][ 5000/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.547240 +2023-11-20 08:08:49,788 - Epoch: [33][ 5100/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547206 +2023-11-20 08:09:44,344 - Epoch: [33][ 5200/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.547174 +2023-11-20 08:10:38,794 - Epoch: [33][ 5300/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.547123 +2023-11-20 08:11:33,348 - Epoch: [33][ 5400/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.547093 +2023-11-20 08:12:27,996 - Epoch: [33][ 5500/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.547082 +2023-11-20 08:13:22,542 - Epoch: [33][ 5600/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547052 +2023-11-20 08:14:17,220 - Epoch: [33][ 5700/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.547047 +2023-11-20 08:15:11,756 - Epoch: [33][ 5800/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.547017 +2023-11-20 08:16:06,222 - Epoch: [33][ 5900/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.546977 +2023-11-20 08:17:00,744 - Epoch: [33][ 6000/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.546947 +2023-11-20 08:17:55,386 - Epoch: [33][ 6100/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546938 +2023-11-20 08:18:49,877 - Epoch: [33][ 6200/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546905 +2023-11-20 08:19:44,469 - Epoch: [33][ 6300/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.546889 +2023-11-20 08:20:38,984 - Epoch: [33][ 6400/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546861 +2023-11-20 08:21:33,529 - Epoch: [33][ 6500/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546839 +2023-11-20 08:22:28,047 - Epoch: [33][ 6600/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546813 +2023-11-20 08:23:22,533 - Epoch: [33][ 6700/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546784 +2023-11-20 08:24:17,083 - Epoch: [33][ 6800/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546764 +2023-11-20 08:25:11,628 - Epoch: [33][ 6900/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546745 +2023-11-20 08:26:06,244 - Epoch: [33][ 7000/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.546736 +2023-11-20 08:27:00,825 - Epoch: [33][ 7100/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.546722 +2023-11-20 08:27:55,413 - Epoch: [33][ 7200/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.546710 +2023-11-20 08:28:50,026 - Epoch: [33][ 7300/12168] Overall Loss 0.013474 Objective Loss 0.000000 Distill Loss 0.013474 LR 0.000063 Time 0.546702 +2023-11-20 08:29:44,718 - Epoch: [33][ 7400/12168] Overall Loss 0.013474 Objective Loss 0.000000 Distill Loss 0.013474 LR 0.000063 Time 0.546704 +2023-11-20 08:30:39,271 - Epoch: [33][ 7500/12168] Overall Loss 0.013473 Objective Loss 0.000000 Distill Loss 0.013473 LR 0.000063 Time 0.546688 +2023-11-20 08:31:33,820 - Epoch: [33][ 7600/12168] Overall Loss 0.013473 Objective Loss 0.000000 Distill Loss 0.013473 LR 0.000063 Time 0.546672 +2023-11-20 08:32:28,361 - Epoch: [33][ 7700/12168] Overall Loss 0.013474 Objective Loss 0.000000 Distill Loss 0.013474 LR 0.000063 Time 0.546655 +2023-11-20 08:33:22,959 - Epoch: [33][ 7800/12168] Overall Loss 0.013474 Objective Loss 0.000000 Distill Loss 0.013474 LR 0.000063 Time 0.546646 +2023-11-20 08:34:17,577 - Epoch: [33][ 7900/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.546640 +2023-11-20 08:35:12,063 - Epoch: [33][ 8000/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.546617 +2023-11-20 08:36:06,709 - Epoch: [33][ 8100/12168] Overall Loss 0.013474 Objective Loss 0.000000 Distill Loss 0.013474 LR 0.000063 Time 0.546615 +2023-11-20 08:37:01,243 - Epoch: [33][ 8200/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546599 +2023-11-20 08:37:55,803 - Epoch: [33][ 8300/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546587 +2023-11-20 08:38:50,347 - Epoch: [33][ 8400/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546573 +2023-11-20 08:39:44,929 - Epoch: [33][ 8500/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546564 +2023-11-20 08:40:39,437 - Epoch: [33][ 8600/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546546 +2023-11-20 08:41:33,953 - Epoch: [33][ 8700/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546530 +2023-11-20 08:42:28,577 - Epoch: [33][ 8800/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.546526 +2023-11-20 08:43:23,173 - Epoch: [33][ 8900/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546519 +2023-11-20 08:44:17,635 - Epoch: [33][ 9000/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.546498 +2023-11-20 08:45:12,309 - Epoch: [33][ 9100/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546500 +2023-11-20 08:46:06,956 - Epoch: [33][ 9200/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.546500 +2023-11-20 08:47:01,552 - Epoch: [33][ 9300/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546493 +2023-11-20 08:47:56,146 - Epoch: [33][ 9400/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546487 +2023-11-20 08:48:50,662 - Epoch: [33][ 9500/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546473 +2023-11-20 08:49:45,201 - Epoch: [33][ 9600/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546461 +2023-11-20 08:50:39,768 - Epoch: [33][ 9700/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546453 +2023-11-20 08:51:34,352 - Epoch: [33][ 9800/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546446 +2023-11-20 08:52:28,850 - Epoch: [33][ 9900/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546431 +2023-11-20 08:53:23,496 - Epoch: [33][10000/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546431 +2023-11-20 08:54:18,037 - Epoch: [33][10100/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546421 +2023-11-20 08:55:12,633 - Epoch: [33][10200/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546416 +2023-11-20 08:56:07,171 - Epoch: [33][10300/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546406 +2023-11-20 08:57:01,783 - Epoch: [33][10400/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546402 +2023-11-20 08:57:56,438 - Epoch: [33][10500/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546404 +2023-11-20 08:58:51,036 - Epoch: [33][10600/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546399 +2023-11-20 08:59:45,531 - Epoch: [33][10700/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546386 +2023-11-20 09:00:40,233 - Epoch: [33][10800/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546391 +2023-11-20 09:01:34,968 - Epoch: [33][10900/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546400 +2023-11-20 09:02:29,700 - Epoch: [33][11000/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546408 +2023-11-20 09:03:24,330 - Epoch: [33][11100/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.546406 +2023-11-20 09:04:19,106 - Epoch: [33][11200/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546418 +2023-11-20 09:05:13,895 - Epoch: [33][11300/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546431 +2023-11-20 09:06:08,587 - Epoch: [33][11400/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546435 +2023-11-20 09:07:03,289 - Epoch: [33][11500/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546440 +2023-11-20 09:07:57,978 - Epoch: [33][11600/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546443 +2023-11-20 09:08:52,697 - Epoch: [33][11700/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546450 +2023-11-20 09:09:47,343 - Epoch: [33][11800/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546449 +2023-11-20 09:10:42,038 - Epoch: [33][11900/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546453 +2023-11-20 09:11:36,652 - Epoch: [33][12000/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546450 +2023-11-20 09:12:31,237 - Epoch: [33][12100/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546445 +2023-11-20 09:13:08,277 - Epoch: [33][12168/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.546435 +2023-11-20 09:13:08,646 - --- validate (epoch=33)----------- +2023-11-20 09:13:08,646 - 167951 samples (256 per mini-batch) +2023-11-20 09:13:59,909 - Epoch: [33][ 100/ 657] Loss 0.000000 Overall Loss 0.014047 +2023-11-20 09:14:48,551 - Epoch: [33][ 200/ 657] Loss 0.000000 Overall Loss 0.014018 +2023-11-20 09:15:37,222 - Epoch: [33][ 300/ 657] Loss 0.000000 Overall Loss 0.013998 +2023-11-20 09:16:25,838 - Epoch: [33][ 400/ 657] Loss 0.000000 Overall Loss 0.014000 +2023-11-20 09:17:14,483 - Epoch: [33][ 500/ 657] Loss 0.000000 Overall Loss 0.013994 +2023-11-20 09:18:03,116 - Epoch: [33][ 600/ 657] Loss 0.000000 Overall Loss 0.013992 +2023-11-20 09:18:30,378 - Epoch: [33][ 657/ 657] Loss 0.000000 Overall Loss 0.013989 +2023-11-20 09:18:30,581 - ==> Overall Loss: 0.014 + +2023-11-20 09:18:30,583 - ==> Best [Overall Loss: 0.013989 on epoch: 33] +2023-11-20 09:18:30,583 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 09:18:30,611 - + +2023-11-20 09:18:30,611 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 09:19:36,140 - Epoch: [34][ 100/12168] Overall Loss 0.013412 Objective Loss 0.000000 Distill Loss 0.013412 LR 0.000063 Time 0.655258 +2023-11-20 09:20:30,689 - Epoch: [34][ 200/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.600359 +2023-11-20 09:21:25,306 - Epoch: [34][ 300/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.582285 +2023-11-20 09:22:19,817 - Epoch: [34][ 400/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.572984 +2023-11-20 09:23:14,351 - Epoch: [34][ 500/12168] Overall Loss 0.013434 Objective Loss 0.000000 Distill Loss 0.013434 LR 0.000063 Time 0.567448 +2023-11-20 09:24:08,875 - Epoch: [34][ 600/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.563743 +2023-11-20 09:25:03,471 - Epoch: [34][ 700/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.561198 +2023-11-20 09:25:58,074 - Epoch: [34][ 800/12168] Overall Loss 0.013428 Objective Loss 0.000000 Distill Loss 0.013428 LR 0.000063 Time 0.559298 +2023-11-20 09:26:52,669 - Epoch: [34][ 900/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.557811 +2023-11-20 09:27:47,266 - Epoch: [34][ 1000/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.556624 +2023-11-20 09:28:41,803 - Epoch: [34][ 1100/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.555599 +2023-11-20 09:29:36,410 - Epoch: [34][ 1200/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.554802 +2023-11-20 09:30:31,058 - Epoch: [34][ 1300/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.554159 +2023-11-20 09:31:25,695 - Epoch: [34][ 1400/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.553600 +2023-11-20 09:32:20,357 - Epoch: [34][ 1500/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.553133 +2023-11-20 09:33:15,109 - Epoch: [34][ 1600/12168] Overall Loss 0.013450 Objective Loss 0.000000 Distill Loss 0.013450 LR 0.000063 Time 0.552780 +2023-11-20 09:34:09,726 - Epoch: [34][ 1700/12168] Overall Loss 0.013454 Objective Loss 0.000000 Distill Loss 0.013454 LR 0.000063 Time 0.552390 +2023-11-20 09:35:04,286 - Epoch: [34][ 1800/12168] Overall Loss 0.013455 Objective Loss 0.000000 Distill Loss 0.013455 LR 0.000063 Time 0.552011 +2023-11-20 09:35:58,817 - Epoch: [34][ 1900/12168] Overall Loss 0.013455 Objective Loss 0.000000 Distill Loss 0.013455 LR 0.000063 Time 0.551656 +2023-11-20 09:36:53,377 - Epoch: [34][ 2000/12168] Overall Loss 0.013455 Objective Loss 0.000000 Distill Loss 0.013455 LR 0.000063 Time 0.551352 +2023-11-20 09:37:48,069 - Epoch: [34][ 2100/12168] Overall Loss 0.013458 Objective Loss 0.000000 Distill Loss 0.013458 LR 0.000063 Time 0.551139 +2023-11-20 09:38:42,666 - Epoch: [34][ 2200/12168] Overall Loss 0.013457 Objective Loss 0.000000 Distill Loss 0.013457 LR 0.000063 Time 0.550903 +2023-11-20 09:39:37,192 - Epoch: [34][ 2300/12168] Overall Loss 0.013454 Objective Loss 0.000000 Distill Loss 0.013454 LR 0.000063 Time 0.550657 +2023-11-20 09:40:31,783 - Epoch: [34][ 2400/12168] Overall Loss 0.013452 Objective Loss 0.000000 Distill Loss 0.013452 LR 0.000063 Time 0.550458 +2023-11-20 09:41:26,308 - Epoch: [34][ 2500/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.550248 +2023-11-20 09:42:20,927 - Epoch: [34][ 2600/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.550090 +2023-11-20 09:43:15,485 - Epoch: [34][ 2700/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.549922 +2023-11-20 09:44:10,001 - Epoch: [34][ 2800/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.549751 +2023-11-20 09:45:04,591 - Epoch: [34][ 2900/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.549617 +2023-11-20 09:45:59,257 - Epoch: [34][ 3000/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.549518 +2023-11-20 09:46:53,868 - Epoch: [34][ 3100/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.549407 +2023-11-20 09:47:48,397 - Epoch: [34][ 3200/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.549277 +2023-11-20 09:48:42,864 - Epoch: [34][ 3300/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.549136 +2023-11-20 09:49:37,402 - Epoch: [34][ 3400/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.549025 +2023-11-20 09:50:32,000 - Epoch: [34][ 3500/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.548937 +2023-11-20 09:51:26,615 - Epoch: [34][ 3600/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.548859 +2023-11-20 09:52:21,201 - Epoch: [34][ 3700/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.548777 +2023-11-20 09:53:15,821 - Epoch: [34][ 3800/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.548708 +2023-11-20 09:54:10,472 - Epoch: [34][ 3900/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.548651 +2023-11-20 09:55:05,033 - Epoch: [34][ 4000/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.548575 +2023-11-20 09:55:59,636 - Epoch: [34][ 4100/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.548511 +2023-11-20 09:56:54,165 - Epoch: [34][ 4200/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.548434 +2023-11-20 09:57:48,752 - Epoch: [34][ 4300/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.548374 +2023-11-20 09:58:43,305 - Epoch: [34][ 4400/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.548308 +2023-11-20 09:59:37,928 - Epoch: [34][ 4500/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.548261 +2023-11-20 10:00:32,500 - Epoch: [34][ 4600/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.548206 +2023-11-20 10:01:27,079 - Epoch: [34][ 4700/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.548154 +2023-11-20 10:02:21,614 - Epoch: [34][ 4800/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.548095 +2023-11-20 10:03:16,154 - Epoch: [34][ 4900/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.548039 +2023-11-20 10:04:10,675 - Epoch: [34][ 5000/12168] Overall Loss 0.013440 Objective Loss 0.000000 Distill Loss 0.013440 LR 0.000063 Time 0.547982 +2023-11-20 10:05:05,216 - Epoch: [34][ 5100/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.547931 +2023-11-20 10:05:59,810 - Epoch: [34][ 5200/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547892 +2023-11-20 10:06:54,316 - Epoch: [34][ 5300/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547838 +2023-11-20 10:07:48,945 - Epoch: [34][ 5400/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547809 +2023-11-20 10:08:43,472 - Epoch: [34][ 5500/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547762 +2023-11-20 10:09:38,092 - Epoch: [34][ 5600/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547734 +2023-11-20 10:10:32,717 - Epoch: [34][ 5700/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547707 +2023-11-20 10:11:27,209 - Epoch: [34][ 5800/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547658 +2023-11-20 10:12:21,831 - Epoch: [34][ 5900/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547634 +2023-11-20 10:13:16,425 - Epoch: [34][ 6000/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547605 +2023-11-20 10:14:10,947 - Epoch: [34][ 6100/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547565 +2023-11-20 10:15:05,465 - Epoch: [34][ 6200/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547526 +2023-11-20 10:16:00,046 - Epoch: [34][ 6300/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547499 +2023-11-20 10:16:54,732 - Epoch: [34][ 6400/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547488 +2023-11-20 10:17:49,239 - Epoch: [34][ 6500/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547450 +2023-11-20 10:18:43,882 - Epoch: [34][ 6600/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547434 +2023-11-20 10:19:38,411 - Epoch: [34][ 6700/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547402 +2023-11-20 10:20:32,930 - Epoch: [34][ 6800/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547369 +2023-11-20 10:21:27,538 - Epoch: [34][ 6900/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547350 +2023-11-20 10:22:22,049 - Epoch: [34][ 7000/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547318 +2023-11-20 10:23:16,629 - Epoch: [34][ 7100/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.547296 +2023-11-20 10:24:11,194 - Epoch: [34][ 7200/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547272 +2023-11-20 10:25:05,765 - Epoch: [34][ 7300/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547251 +2023-11-20 10:26:00,410 - Epoch: [34][ 7400/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547239 +2023-11-20 10:26:55,049 - Epoch: [34][ 7500/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.547228 +2023-11-20 10:27:49,733 - Epoch: [34][ 7600/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547222 +2023-11-20 10:28:44,402 - Epoch: [34][ 7700/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547215 +2023-11-20 10:29:39,022 - Epoch: [34][ 7800/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.547201 +2023-11-20 10:30:33,693 - Epoch: [34][ 7900/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547195 +2023-11-20 10:31:28,269 - Epoch: [34][ 8000/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547176 +2023-11-20 10:32:22,841 - Epoch: [34][ 8100/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547158 +2023-11-20 10:33:17,632 - Epoch: [34][ 8200/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547167 +2023-11-20 10:34:12,345 - Epoch: [34][ 8300/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547166 +2023-11-20 10:35:07,123 - Epoch: [34][ 8400/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547173 +2023-11-20 10:36:01,649 - Epoch: [34][ 8500/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547150 +2023-11-20 10:36:56,327 - Epoch: [34][ 8600/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547145 +2023-11-20 10:37:50,972 - Epoch: [34][ 8700/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547137 +2023-11-20 10:38:45,696 - Epoch: [34][ 8800/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547138 +2023-11-20 10:39:40,343 - Epoch: [34][ 8900/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547130 +2023-11-20 10:40:35,037 - Epoch: [34][ 9000/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.547128 +2023-11-20 10:41:29,681 - Epoch: [34][ 9100/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547120 +2023-11-20 10:42:24,331 - Epoch: [34][ 9200/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547113 +2023-11-20 10:43:19,129 - Epoch: [34][ 9300/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547122 +2023-11-20 10:44:13,841 - Epoch: [34][ 9400/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547121 +2023-11-20 10:45:08,453 - Epoch: [34][ 9500/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547110 +2023-11-20 10:46:03,154 - Epoch: [34][ 9600/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547109 +2023-11-20 10:46:57,880 - Epoch: [34][ 9700/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547110 +2023-11-20 10:47:52,509 - Epoch: [34][ 9800/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547102 +2023-11-20 10:48:47,229 - Epoch: [34][ 9900/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.547102 +2023-11-20 10:49:41,940 - Epoch: [34][10000/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547102 +2023-11-20 10:50:36,665 - Epoch: [34][10100/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547103 +2023-11-20 10:51:31,287 - Epoch: [34][10200/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547094 +2023-11-20 10:52:26,058 - Epoch: [34][10300/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547100 +2023-11-20 10:53:20,690 - Epoch: [34][10400/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547092 +2023-11-20 10:54:15,328 - Epoch: [34][10500/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547085 +2023-11-20 10:55:09,839 - Epoch: [34][10600/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547066 +2023-11-20 10:56:04,486 - Epoch: [34][10700/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547060 +2023-11-20 10:56:59,171 - Epoch: [34][10800/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547058 +2023-11-20 10:57:53,836 - Epoch: [34][10900/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547054 +2023-11-20 10:58:48,530 - Epoch: [34][11000/12168] Overall Loss 0.013446 Objective Loss 0.000000 Distill Loss 0.013446 LR 0.000063 Time 0.547053 +2023-11-20 10:59:43,203 - Epoch: [34][11100/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547049 +2023-11-20 11:00:37,807 - Epoch: [34][11200/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547040 +2023-11-20 11:01:32,380 - Epoch: [34][11300/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547028 +2023-11-20 11:02:27,133 - Epoch: [34][11400/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.547032 +2023-11-20 11:03:21,824 - Epoch: [34][11500/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547031 +2023-11-20 11:04:16,507 - Epoch: [34][11600/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547029 +2023-11-20 11:05:11,313 - Epoch: [34][11700/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547038 +2023-11-20 11:06:05,956 - Epoch: [34][11800/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.547032 +2023-11-20 11:07:00,573 - Epoch: [34][11900/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547025 +2023-11-20 11:07:55,265 - Epoch: [34][12000/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547024 +2023-11-20 11:08:49,986 - Epoch: [34][12100/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.547025 +2023-11-20 11:09:27,010 - Epoch: [34][12168/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.547010 +2023-11-20 11:09:27,405 - --- validate (epoch=34)----------- +2023-11-20 11:09:27,405 - 167951 samples (256 per mini-batch) +2023-11-20 11:10:18,393 - Epoch: [34][ 100/ 657] Loss 0.000000 Overall Loss 0.014011 +2023-11-20 11:11:07,037 - Epoch: [34][ 200/ 657] Loss 0.000000 Overall Loss 0.013991 +2023-11-20 11:11:55,660 - Epoch: [34][ 300/ 657] Loss 0.000000 Overall Loss 0.013983 +2023-11-20 11:12:44,314 - Epoch: [34][ 400/ 657] Loss 0.000000 Overall Loss 0.013984 +2023-11-20 11:13:32,936 - Epoch: [34][ 500/ 657] Loss 0.000000 Overall Loss 0.013984 +2023-11-20 11:14:21,540 - Epoch: [34][ 600/ 657] Loss 0.000000 Overall Loss 0.013984 +2023-11-20 11:14:48,808 - Epoch: [34][ 657/ 657] Loss 0.000000 Overall Loss 0.013987 +2023-11-20 11:14:49,009 - ==> Overall Loss: 0.014 + +2023-11-20 11:14:49,012 - ==> Best [Overall Loss: 0.013987 on epoch: 34] +2023-11-20 11:14:49,012 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 11:14:49,040 - + +2023-11-20 11:14:49,040 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 11:15:54,565 - Epoch: [35][ 100/12168] Overall Loss 0.013412 Objective Loss 0.000000 Distill Loss 0.013412 LR 0.000063 Time 0.655205 +2023-11-20 11:16:49,213 - Epoch: [35][ 200/12168] Overall Loss 0.013397 Objective Loss 0.000000 Distill Loss 0.013397 LR 0.000063 Time 0.600831 +2023-11-20 11:17:43,845 - Epoch: [35][ 300/12168] Overall Loss 0.013421 Objective Loss 0.000000 Distill Loss 0.013421 LR 0.000063 Time 0.582648 +2023-11-20 11:18:38,518 - Epoch: [35][ 400/12168] Overall Loss 0.013429 Objective Loss 0.000000 Distill Loss 0.013429 LR 0.000063 Time 0.573660 +2023-11-20 11:19:33,168 - Epoch: [35][ 500/12168] Overall Loss 0.013415 Objective Loss 0.000000 Distill Loss 0.013415 LR 0.000063 Time 0.568222 +2023-11-20 11:20:27,703 - Epoch: [35][ 600/12168] Overall Loss 0.013422 Objective Loss 0.000000 Distill Loss 0.013422 LR 0.000063 Time 0.564406 +2023-11-20 11:21:22,418 - Epoch: [35][ 700/12168] Overall Loss 0.013429 Objective Loss 0.000000 Distill Loss 0.013429 LR 0.000063 Time 0.561936 +2023-11-20 11:22:16,969 - Epoch: [35][ 800/12168] Overall Loss 0.013424 Objective Loss 0.000000 Distill Loss 0.013424 LR 0.000063 Time 0.559879 +2023-11-20 11:23:11,600 - Epoch: [35][ 900/12168] Overall Loss 0.013432 Objective Loss 0.000000 Distill Loss 0.013432 LR 0.000063 Time 0.558367 +2023-11-20 11:24:06,201 - Epoch: [35][ 1000/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.557129 +2023-11-20 11:25:00,760 - Epoch: [35][ 1100/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.556077 +2023-11-20 11:25:55,373 - Epoch: [35][ 1200/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.555246 +2023-11-20 11:26:49,964 - Epoch: [35][ 1300/12168] Overall Loss 0.013438 Objective Loss 0.000000 Distill Loss 0.013438 LR 0.000063 Time 0.554525 +2023-11-20 11:27:44,537 - Epoch: [35][ 1400/12168] Overall Loss 0.013435 Objective Loss 0.000000 Distill Loss 0.013435 LR 0.000063 Time 0.553895 +2023-11-20 11:28:39,140 - Epoch: [35][ 1500/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.553369 +2023-11-20 11:29:33,861 - Epoch: [35][ 1600/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.552981 +2023-11-20 11:30:28,505 - Epoch: [35][ 1700/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.552595 +2023-11-20 11:31:23,119 - Epoch: [35][ 1800/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.552234 +2023-11-20 11:32:17,694 - Epoch: [35][ 1900/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.551892 +2023-11-20 11:33:12,301 - Epoch: [35][ 2000/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.551599 +2023-11-20 11:34:06,895 - Epoch: [35][ 2100/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.551328 +2023-11-20 11:35:01,459 - Epoch: [35][ 2200/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.551068 +2023-11-20 11:35:55,992 - Epoch: [35][ 2300/12168] Overall Loss 0.013443 Objective Loss 0.000000 Distill Loss 0.013443 LR 0.000063 Time 0.550817 +2023-11-20 11:36:50,656 - Epoch: [35][ 2400/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.550642 +2023-11-20 11:37:45,231 - Epoch: [35][ 2500/12168] Overall Loss 0.013437 Objective Loss 0.000000 Distill Loss 0.013437 LR 0.000063 Time 0.550445 +2023-11-20 11:38:39,811 - Epoch: [35][ 2600/12168] Overall Loss 0.013435 Objective Loss 0.000000 Distill Loss 0.013435 LR 0.000063 Time 0.550265 +2023-11-20 11:39:34,488 - Epoch: [35][ 2700/12168] Overall Loss 0.013435 Objective Loss 0.000000 Distill Loss 0.013435 LR 0.000063 Time 0.550134 +2023-11-20 11:40:29,130 - Epoch: [35][ 2800/12168] Overall Loss 0.013436 Objective Loss 0.000000 Distill Loss 0.013436 LR 0.000063 Time 0.550000 +2023-11-20 11:41:23,682 - Epoch: [35][ 2900/12168] Overall Loss 0.013437 Objective Loss 0.000000 Distill Loss 0.013437 LR 0.000063 Time 0.549845 +2023-11-20 11:42:18,328 - Epoch: [35][ 3000/12168] Overall Loss 0.013434 Objective Loss 0.000000 Distill Loss 0.013434 LR 0.000063 Time 0.549731 +2023-11-20 11:43:12,943 - Epoch: [35][ 3100/12168] Overall Loss 0.013429 Objective Loss 0.000000 Distill Loss 0.013429 LR 0.000063 Time 0.549614 +2023-11-20 11:44:07,641 - Epoch: [35][ 3200/12168] Overall Loss 0.013429 Objective Loss 0.000000 Distill Loss 0.013429 LR 0.000063 Time 0.549531 +2023-11-20 11:45:02,237 - Epoch: [35][ 3300/12168] Overall Loss 0.013428 Objective Loss 0.000000 Distill Loss 0.013428 LR 0.000063 Time 0.549422 +2023-11-20 11:45:56,747 - Epoch: [35][ 3400/12168] Overall Loss 0.013430 Objective Loss 0.000000 Distill Loss 0.013430 LR 0.000063 Time 0.549294 +2023-11-20 11:46:51,233 - Epoch: [35][ 3500/12168] Overall Loss 0.013430 Objective Loss 0.000000 Distill Loss 0.013430 LR 0.000063 Time 0.549166 +2023-11-20 11:47:45,828 - Epoch: [35][ 3600/12168] Overall Loss 0.013430 Objective Loss 0.000000 Distill Loss 0.013430 LR 0.000063 Time 0.549076 +2023-11-20 11:48:40,502 - Epoch: [35][ 3700/12168] Overall Loss 0.013429 Objective Loss 0.000000 Distill Loss 0.013429 LR 0.000063 Time 0.549012 +2023-11-20 11:49:35,057 - Epoch: [35][ 3800/12168] Overall Loss 0.013430 Objective Loss 0.000000 Distill Loss 0.013430 LR 0.000063 Time 0.548920 +2023-11-20 11:50:29,700 - Epoch: [35][ 3900/12168] Overall Loss 0.013430 Objective Loss 0.000000 Distill Loss 0.013430 LR 0.000063 Time 0.548856 +2023-11-20 11:51:24,347 - Epoch: [35][ 4000/12168] Overall Loss 0.013428 Objective Loss 0.000000 Distill Loss 0.013428 LR 0.000063 Time 0.548795 +2023-11-20 11:52:18,961 - Epoch: [35][ 4100/12168] Overall Loss 0.013429 Objective Loss 0.000000 Distill Loss 0.013429 LR 0.000063 Time 0.548730 +2023-11-20 11:53:13,471 - Epoch: [35][ 4200/12168] Overall Loss 0.013428 Objective Loss 0.000000 Distill Loss 0.013428 LR 0.000063 Time 0.548643 +2023-11-20 11:54:08,107 - Epoch: [35][ 4300/12168] Overall Loss 0.013427 Objective Loss 0.000000 Distill Loss 0.013427 LR 0.000063 Time 0.548589 +2023-11-20 11:55:02,610 - Epoch: [35][ 4400/12168] Overall Loss 0.013427 Objective Loss 0.000000 Distill Loss 0.013427 LR 0.000063 Time 0.548507 +2023-11-20 11:55:57,257 - Epoch: [35][ 4500/12168] Overall Loss 0.013428 Objective Loss 0.000000 Distill Loss 0.013428 LR 0.000063 Time 0.548461 +2023-11-20 11:56:51,865 - Epoch: [35][ 4600/12168] Overall Loss 0.013427 Objective Loss 0.000000 Distill Loss 0.013427 LR 0.000063 Time 0.548409 +2023-11-20 11:57:46,538 - Epoch: [35][ 4700/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.548372 +2023-11-20 11:58:41,090 - Epoch: [35][ 4800/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.548312 +2023-11-20 11:59:35,719 - Epoch: [35][ 4900/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.548270 +2023-11-20 12:00:30,314 - Epoch: [35][ 5000/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.548223 +2023-11-20 12:01:24,942 - Epoch: [35][ 5100/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.548185 +2023-11-20 12:02:19,476 - Epoch: [35][ 5200/12168] Overall Loss 0.013427 Objective Loss 0.000000 Distill Loss 0.013427 LR 0.000063 Time 0.548129 +2023-11-20 12:03:14,084 - Epoch: [35][ 5300/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.548090 +2023-11-20 12:04:08,692 - Epoch: [35][ 5400/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.548052 +2023-11-20 12:05:03,290 - Epoch: [35][ 5500/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.548014 +2023-11-20 12:05:57,896 - Epoch: [35][ 5600/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547979 +2023-11-20 12:06:52,466 - Epoch: [35][ 5700/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547938 +2023-11-20 12:07:47,098 - Epoch: [35][ 5800/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547910 +2023-11-20 12:08:41,675 - Epoch: [35][ 5900/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547873 +2023-11-20 12:09:36,261 - Epoch: [35][ 6000/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547839 +2023-11-20 12:10:30,852 - Epoch: [35][ 6100/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547807 +2023-11-20 12:11:25,518 - Epoch: [35][ 6200/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547788 +2023-11-20 12:12:20,097 - Epoch: [35][ 6300/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547756 +2023-11-20 12:13:14,591 - Epoch: [35][ 6400/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547711 +2023-11-20 12:14:09,196 - Epoch: [35][ 6500/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547685 +2023-11-20 12:15:03,805 - Epoch: [35][ 6600/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547660 +2023-11-20 12:15:58,350 - Epoch: [35][ 6700/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547627 +2023-11-20 12:16:52,984 - Epoch: [35][ 6800/12168] Overall Loss 0.013424 Objective Loss 0.000000 Distill Loss 0.013424 LR 0.000063 Time 0.547608 +2023-11-20 12:17:47,512 - Epoch: [35][ 6900/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.547573 +2023-11-20 12:18:42,086 - Epoch: [35][ 7000/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.547547 +2023-11-20 12:19:36,713 - Epoch: [35][ 7100/12168] Overall Loss 0.013422 Objective Loss 0.000000 Distill Loss 0.013422 LR 0.000063 Time 0.547528 +2023-11-20 12:20:31,278 - Epoch: [35][ 7200/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.547502 +2023-11-20 12:21:25,887 - Epoch: [35][ 7300/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.547482 +2023-11-20 12:22:20,417 - Epoch: [35][ 7400/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.547452 +2023-11-20 12:23:14,988 - Epoch: [35][ 7500/12168] Overall Loss 0.013422 Objective Loss 0.000000 Distill Loss 0.013422 LR 0.000063 Time 0.547429 +2023-11-20 12:24:09,570 - Epoch: [35][ 7600/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.547407 +2023-11-20 12:25:04,163 - Epoch: [35][ 7700/12168] Overall Loss 0.013424 Objective Loss 0.000000 Distill Loss 0.013424 LR 0.000063 Time 0.547387 +2023-11-20 12:25:58,719 - Epoch: [35][ 7800/12168] Overall Loss 0.013424 Objective Loss 0.000000 Distill Loss 0.013424 LR 0.000063 Time 0.547364 +2023-11-20 12:26:53,314 - Epoch: [35][ 7900/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547345 +2023-11-20 12:27:47,937 - Epoch: [35][ 8000/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547331 +2023-11-20 12:28:42,577 - Epoch: [35][ 8100/12168] Overall Loss 0.013424 Objective Loss 0.000000 Distill Loss 0.013424 LR 0.000063 Time 0.547319 +2023-11-20 12:29:37,145 - Epoch: [35][ 8200/12168] Overall Loss 0.013424 Objective Loss 0.000000 Distill Loss 0.013424 LR 0.000063 Time 0.547299 +2023-11-20 12:30:31,825 - Epoch: [35][ 8300/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547292 +2023-11-20 12:31:26,425 - Epoch: [35][ 8400/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547277 +2023-11-20 12:32:20,998 - Epoch: [35][ 8500/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547258 +2023-11-20 12:33:15,569 - Epoch: [35][ 8600/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547240 +2023-11-20 12:34:10,266 - Epoch: [35][ 8700/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547236 +2023-11-20 12:35:04,889 - Epoch: [35][ 8800/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547225 +2023-11-20 12:35:59,472 - Epoch: [35][ 8900/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547209 +2023-11-20 12:36:54,067 - Epoch: [35][ 9000/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547194 +2023-11-20 12:37:48,640 - Epoch: [35][ 9100/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547178 +2023-11-20 12:38:43,193 - Epoch: [35][ 9200/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547160 +2023-11-20 12:39:37,853 - Epoch: [35][ 9300/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547153 +2023-11-20 12:40:32,399 - Epoch: [35][ 9400/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547135 +2023-11-20 12:41:27,045 - Epoch: [35][ 9500/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547127 +2023-11-20 12:42:21,616 - Epoch: [35][ 9600/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547112 +2023-11-20 12:43:16,217 - Epoch: [35][ 9700/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547101 +2023-11-20 12:44:10,793 - Epoch: [35][ 9800/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547087 +2023-11-20 12:45:05,473 - Epoch: [35][ 9900/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547083 +2023-11-20 12:46:00,062 - Epoch: [35][10000/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547071 +2023-11-20 12:46:54,801 - Epoch: [35][10100/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547074 +2023-11-20 12:47:49,396 - Epoch: [35][10200/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547063 +2023-11-20 12:48:44,114 - Epoch: [35][10300/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.547064 +2023-11-20 12:49:38,752 - Epoch: [35][10400/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547057 +2023-11-20 12:50:33,370 - Epoch: [35][10500/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547048 +2023-11-20 12:51:27,976 - Epoch: [35][10600/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547039 +2023-11-20 12:52:22,535 - Epoch: [35][10700/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547025 +2023-11-20 12:53:17,157 - Epoch: [35][10800/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547017 +2023-11-20 12:54:11,803 - Epoch: [35][10900/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547012 +2023-11-20 12:55:06,432 - Epoch: [35][11000/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.547005 +2023-11-20 12:56:01,006 - Epoch: [35][11100/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546993 +2023-11-20 12:56:55,648 - Epoch: [35][11200/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546988 +2023-11-20 12:57:50,267 - Epoch: [35][11300/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546980 +2023-11-20 12:58:44,755 - Epoch: [35][11400/12168] Overall Loss 0.013427 Objective Loss 0.000000 Distill Loss 0.013427 LR 0.000063 Time 0.546962 +2023-11-20 12:59:39,421 - Epoch: [35][11500/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546959 +2023-11-20 13:00:34,052 - Epoch: [35][11600/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546953 +2023-11-20 13:01:28,650 - Epoch: [35][11700/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546944 +2023-11-20 13:02:23,224 - Epoch: [35][11800/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546934 +2023-11-20 13:03:17,801 - Epoch: [35][11900/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546924 +2023-11-20 13:04:12,370 - Epoch: [35][12000/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546913 +2023-11-20 13:05:06,899 - Epoch: [35][12100/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546900 +2023-11-20 13:05:43,847 - Epoch: [35][12168/12168] Overall Loss 0.013426 Objective Loss 0.000000 Distill Loss 0.013426 LR 0.000063 Time 0.546880 +2023-11-20 13:05:44,215 - --- validate (epoch=35)----------- +2023-11-20 13:05:44,215 - 167951 samples (256 per mini-batch) +2023-11-20 13:06:35,052 - Epoch: [35][ 100/ 657] Loss 0.000000 Overall Loss 0.013949 +2023-11-20 13:07:23,736 - Epoch: [35][ 200/ 657] Loss 0.000000 Overall Loss 0.013958 +2023-11-20 13:08:12,311 - Epoch: [35][ 300/ 657] Loss 0.000000 Overall Loss 0.013967 +2023-11-20 13:09:00,919 - Epoch: [35][ 400/ 657] Loss 0.000000 Overall Loss 0.013975 +2023-11-20 13:09:49,533 - Epoch: [35][ 500/ 657] Loss 0.000000 Overall Loss 0.013974 +2023-11-20 13:10:38,124 - Epoch: [35][ 600/ 657] Loss 0.000000 Overall Loss 0.013983 +2023-11-20 13:11:05,390 - Epoch: [35][ 657/ 657] Loss 0.000000 Overall Loss 0.013982 +2023-11-20 13:11:05,595 - ==> Overall Loss: 0.014 + +2023-11-20 13:11:05,597 - ==> Best [Overall Loss: 0.013982 on epoch: 35] +2023-11-20 13:11:05,597 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 13:11:05,624 - + +2023-11-20 13:11:05,624 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 13:12:09,517 - Epoch: [36][ 100/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.000063 Time 0.638885 +2023-11-20 13:13:04,082 - Epoch: [36][ 200/12168] Overall Loss 0.013366 Objective Loss 0.000000 Distill Loss 0.013366 LR 0.000063 Time 0.592254 +2023-11-20 13:13:58,650 - Epoch: [36][ 300/12168] Overall Loss 0.013386 Objective Loss 0.000000 Distill Loss 0.013386 LR 0.000063 Time 0.576722 +2023-11-20 13:14:53,210 - Epoch: [36][ 400/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.000063 Time 0.568932 +2023-11-20 13:15:47,755 - Epoch: [36][ 500/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.000063 Time 0.564230 +2023-11-20 13:16:42,294 - Epoch: [36][ 600/12168] Overall Loss 0.013371 Objective Loss 0.000000 Distill Loss 0.013371 LR 0.000063 Time 0.561085 +2023-11-20 13:17:36,768 - Epoch: [36][ 700/12168] Overall Loss 0.013383 Objective Loss 0.000000 Distill Loss 0.013383 LR 0.000063 Time 0.558746 +2023-11-20 13:18:31,321 - Epoch: [36][ 800/12168] Overall Loss 0.013391 Objective Loss 0.000000 Distill Loss 0.013391 LR 0.000063 Time 0.557089 +2023-11-20 13:19:25,861 - Epoch: [36][ 900/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.555787 +2023-11-20 13:20:20,408 - Epoch: [36][ 1000/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.554753 +2023-11-20 13:21:14,928 - Epoch: [36][ 1100/12168] Overall Loss 0.013397 Objective Loss 0.000000 Distill Loss 0.013397 LR 0.000063 Time 0.553882 +2023-11-20 13:22:09,491 - Epoch: [36][ 1200/12168] Overall Loss 0.013396 Objective Loss 0.000000 Distill Loss 0.013396 LR 0.000063 Time 0.553191 +2023-11-20 13:23:04,072 - Epoch: [36][ 1300/12168] Overall Loss 0.013394 Objective Loss 0.000000 Distill Loss 0.013394 LR 0.000063 Time 0.552621 +2023-11-20 13:23:58,688 - Epoch: [36][ 1400/12168] Overall Loss 0.013398 Objective Loss 0.000000 Distill Loss 0.013398 LR 0.000063 Time 0.552158 +2023-11-20 13:24:53,304 - Epoch: [36][ 1500/12168] Overall Loss 0.013404 Objective Loss 0.000000 Distill Loss 0.013404 LR 0.000063 Time 0.551756 +2023-11-20 13:25:47,826 - Epoch: [36][ 1600/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.551345 +2023-11-20 13:26:42,336 - Epoch: [36][ 1700/12168] Overall Loss 0.013403 Objective Loss 0.000000 Distill Loss 0.013403 LR 0.000063 Time 0.550976 +2023-11-20 13:27:36,928 - Epoch: [36][ 1800/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.550693 +2023-11-20 13:28:31,460 - Epoch: [36][ 1900/12168] Overall Loss 0.013404 Objective Loss 0.000000 Distill Loss 0.013404 LR 0.000063 Time 0.550409 +2023-11-20 13:29:26,111 - Epoch: [36][ 2000/12168] Overall Loss 0.013405 Objective Loss 0.000000 Distill Loss 0.013405 LR 0.000063 Time 0.550212 +2023-11-20 13:30:20,613 - Epoch: [36][ 2100/12168] Overall Loss 0.013408 Objective Loss 0.000000 Distill Loss 0.013408 LR 0.000063 Time 0.549964 +2023-11-20 13:31:15,108 - Epoch: [36][ 2200/12168] Overall Loss 0.013411 Objective Loss 0.000000 Distill Loss 0.013411 LR 0.000063 Time 0.549735 +2023-11-20 13:32:09,700 - Epoch: [36][ 2300/12168] Overall Loss 0.013409 Objective Loss 0.000000 Distill Loss 0.013409 LR 0.000063 Time 0.549567 +2023-11-20 13:33:04,289 - Epoch: [36][ 2400/12168] Overall Loss 0.013407 Objective Loss 0.000000 Distill Loss 0.013407 LR 0.000063 Time 0.549413 +2023-11-20 13:33:58,917 - Epoch: [36][ 2500/12168] Overall Loss 0.013405 Objective Loss 0.000000 Distill Loss 0.013405 LR 0.000063 Time 0.549286 +2023-11-20 13:34:53,550 - Epoch: [36][ 2600/12168] Overall Loss 0.013406 Objective Loss 0.000000 Distill Loss 0.013406 LR 0.000063 Time 0.549171 +2023-11-20 13:35:48,134 - Epoch: [36][ 2700/12168] Overall Loss 0.013407 Objective Loss 0.000000 Distill Loss 0.013407 LR 0.000063 Time 0.549047 +2023-11-20 13:36:42,745 - Epoch: [36][ 2800/12168] Overall Loss 0.013407 Objective Loss 0.000000 Distill Loss 0.013407 LR 0.000063 Time 0.548941 +2023-11-20 13:37:37,287 - Epoch: [36][ 2900/12168] Overall Loss 0.013408 Objective Loss 0.000000 Distill Loss 0.013408 LR 0.000063 Time 0.548818 +2023-11-20 13:38:31,763 - Epoch: [36][ 3000/12168] Overall Loss 0.013405 Objective Loss 0.000000 Distill Loss 0.013405 LR 0.000063 Time 0.548682 +2023-11-20 13:39:26,325 - Epoch: [36][ 3100/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.548582 +2023-11-20 13:40:20,892 - Epoch: [36][ 3200/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.548491 +2023-11-20 13:41:15,443 - Epoch: [36][ 3300/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.548399 +2023-11-20 13:42:10,075 - Epoch: [36][ 3400/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.548337 +2023-11-20 13:43:04,705 - Epoch: [36][ 3500/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.548278 +2023-11-20 13:43:59,318 - Epoch: [36][ 3600/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.548218 +2023-11-20 13:44:53,811 - Epoch: [36][ 3700/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.548128 +2023-11-20 13:45:48,364 - Epoch: [36][ 3800/12168] Overall Loss 0.013403 Objective Loss 0.000000 Distill Loss 0.013403 LR 0.000063 Time 0.548059 +2023-11-20 13:46:42,927 - Epoch: [36][ 3900/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.547996 +2023-11-20 13:47:37,508 - Epoch: [36][ 4000/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547940 +2023-11-20 13:48:32,111 - Epoch: [36][ 4100/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.547893 +2023-11-20 13:49:26,669 - Epoch: [36][ 4200/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.547837 +2023-11-20 13:50:21,302 - Epoch: [36][ 4300/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547801 +2023-11-20 13:51:15,914 - Epoch: [36][ 4400/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547763 +2023-11-20 13:52:10,470 - Epoch: [36][ 4500/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547713 +2023-11-20 13:53:05,043 - Epoch: [36][ 4600/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547669 +2023-11-20 13:53:59,603 - Epoch: [36][ 4700/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547624 +2023-11-20 13:54:54,130 - Epoch: [36][ 4800/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547575 +2023-11-20 13:55:48,679 - Epoch: [36][ 4900/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547531 +2023-11-20 13:56:43,212 - Epoch: [36][ 5000/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547487 +2023-11-20 13:57:37,771 - Epoch: [36][ 5100/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547449 +2023-11-20 13:58:32,369 - Epoch: [36][ 5200/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547420 +2023-11-20 13:59:26,964 - Epoch: [36][ 5300/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.547392 +2023-11-20 14:00:21,529 - Epoch: [36][ 5400/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547359 +2023-11-20 14:01:16,109 - Epoch: [36][ 5500/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547330 +2023-11-20 14:02:10,704 - Epoch: [36][ 5600/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547305 +2023-11-20 14:03:05,618 - Epoch: [36][ 5700/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547337 +2023-11-20 14:04:00,509 - Epoch: [36][ 5800/12168] Overall Loss 0.013398 Objective Loss 0.000000 Distill Loss 0.013398 LR 0.000063 Time 0.547363 +2023-11-20 14:04:55,159 - Epoch: [36][ 5900/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547348 +2023-11-20 14:05:49,792 - Epoch: [36][ 6000/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547330 +2023-11-20 14:06:44,469 - Epoch: [36][ 6100/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547321 +2023-11-20 14:07:39,116 - Epoch: [36][ 6200/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547307 +2023-11-20 14:08:33,908 - Epoch: [36][ 6300/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547316 +2023-11-20 14:09:28,618 - Epoch: [36][ 6400/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547312 +2023-11-20 14:10:23,340 - Epoch: [36][ 6500/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547310 +2023-11-20 14:11:18,028 - Epoch: [36][ 6600/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547303 +2023-11-20 14:12:12,750 - Epoch: [36][ 6700/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547301 +2023-11-20 14:13:07,321 - Epoch: [36][ 6800/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547278 +2023-11-20 14:14:02,034 - Epoch: [36][ 6900/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547275 +2023-11-20 14:14:56,729 - Epoch: [36][ 7000/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547270 +2023-11-20 14:15:51,427 - Epoch: [36][ 7100/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547265 +2023-11-20 14:16:46,031 - Epoch: [36][ 7200/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547248 +2023-11-20 14:17:40,662 - Epoch: [36][ 7300/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547233 +2023-11-20 14:18:35,311 - Epoch: [36][ 7400/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547223 +2023-11-20 14:19:30,002 - Epoch: [36][ 7500/12168] Overall Loss 0.013397 Objective Loss 0.000000 Distill Loss 0.013397 LR 0.000063 Time 0.547218 +2023-11-20 14:20:24,628 - Epoch: [36][ 7600/12168] Overall Loss 0.013398 Objective Loss 0.000000 Distill Loss 0.013398 LR 0.000063 Time 0.547205 +2023-11-20 14:21:19,290 - Epoch: [36][ 7700/12168] Overall Loss 0.013398 Objective Loss 0.000000 Distill Loss 0.013398 LR 0.000063 Time 0.547197 +2023-11-20 14:22:13,937 - Epoch: [36][ 7800/12168] Overall Loss 0.013398 Objective Loss 0.000000 Distill Loss 0.013398 LR 0.000063 Time 0.547188 +2023-11-20 14:23:08,537 - Epoch: [36][ 7900/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547172 +2023-11-20 14:24:03,111 - Epoch: [36][ 8000/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547154 +2023-11-20 14:24:57,836 - Epoch: [36][ 8100/12168] Overall Loss 0.013398 Objective Loss 0.000000 Distill Loss 0.013398 LR 0.000063 Time 0.547155 +2023-11-20 14:25:52,455 - Epoch: [36][ 8200/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547143 +2023-11-20 14:26:47,121 - Epoch: [36][ 8300/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547136 +2023-11-20 14:27:41,782 - Epoch: [36][ 8400/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547130 +2023-11-20 14:28:36,292 - Epoch: [36][ 8500/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547105 +2023-11-20 14:29:30,924 - Epoch: [36][ 8600/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547096 +2023-11-20 14:30:25,671 - Epoch: [36][ 8700/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547100 +2023-11-20 14:31:20,309 - Epoch: [36][ 8800/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547091 +2023-11-20 14:32:14,905 - Epoch: [36][ 8900/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547078 +2023-11-20 14:33:09,558 - Epoch: [36][ 9000/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547072 +2023-11-20 14:34:04,172 - Epoch: [36][ 9100/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547061 +2023-11-20 14:34:58,848 - Epoch: [36][ 9200/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547058 +2023-11-20 14:35:53,451 - Epoch: [36][ 9300/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547046 +2023-11-20 14:36:48,135 - Epoch: [36][ 9400/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547044 +2023-11-20 14:37:42,791 - Epoch: [36][ 9500/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547039 +2023-11-20 14:38:37,445 - Epoch: [36][ 9600/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547033 +2023-11-20 14:39:32,163 - Epoch: [36][ 9700/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547034 +2023-11-20 14:40:26,851 - Epoch: [36][ 9800/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547032 +2023-11-20 14:41:21,482 - Epoch: [36][ 9900/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547025 +2023-11-20 14:42:16,137 - Epoch: [36][10000/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547020 +2023-11-20 14:43:10,793 - Epoch: [36][10100/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547015 +2023-11-20 14:44:05,515 - Epoch: [36][10200/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547016 +2023-11-20 14:45:00,287 - Epoch: [36][10300/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547023 +2023-11-20 14:45:54,886 - Epoch: [36][10400/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547013 +2023-11-20 14:46:49,657 - Epoch: [36][10500/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547019 +2023-11-20 14:47:44,278 - Epoch: [36][10600/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547011 +2023-11-20 14:48:38,897 - Epoch: [36][10700/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.547003 +2023-11-20 14:49:33,543 - Epoch: [36][10800/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.546998 +2023-11-20 14:50:28,245 - Epoch: [36][10900/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.546998 +2023-11-20 14:51:23,048 - Epoch: [36][11000/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547007 +2023-11-20 14:52:17,615 - Epoch: [36][11100/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.546995 +2023-11-20 14:53:12,335 - Epoch: [36][11200/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.546996 +2023-11-20 14:54:07,009 - Epoch: [36][11300/12168] Overall Loss 0.013401 Objective Loss 0.000000 Distill Loss 0.013401 LR 0.000063 Time 0.546994 +2023-11-20 14:55:01,622 - Epoch: [36][11400/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546986 +2023-11-20 14:55:56,224 - Epoch: [36][11500/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546977 +2023-11-20 14:56:50,912 - Epoch: [36][11600/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546976 +2023-11-20 14:57:45,630 - Epoch: [36][11700/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546977 +2023-11-20 14:58:40,314 - Epoch: [36][11800/12168] Overall Loss 0.013403 Objective Loss 0.000000 Distill Loss 0.013403 LR 0.000063 Time 0.546976 +2023-11-20 14:59:35,017 - Epoch: [36][11900/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546976 +2023-11-20 15:00:29,704 - Epoch: [36][12000/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546975 +2023-11-20 15:01:24,342 - Epoch: [36][12100/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546970 +2023-11-20 15:02:01,321 - Epoch: [36][12168/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.546952 +2023-11-20 15:02:01,695 - --- validate (epoch=36)----------- +2023-11-20 15:02:01,696 - 167951 samples (256 per mini-batch) +2023-11-20 15:02:52,755 - Epoch: [36][ 100/ 657] Loss 0.000000 Overall Loss 0.013873 +2023-11-20 15:03:41,374 - Epoch: [36][ 200/ 657] Loss 0.000000 Overall Loss 0.013896 +2023-11-20 15:04:30,037 - Epoch: [36][ 300/ 657] Loss 0.000000 Overall Loss 0.013895 +2023-11-20 15:05:18,686 - Epoch: [36][ 400/ 657] Loss 0.000000 Overall Loss 0.013890 +2023-11-20 15:06:07,321 - Epoch: [36][ 500/ 657] Loss 0.000000 Overall Loss 0.013883 +2023-11-20 15:06:55,942 - Epoch: [36][ 600/ 657] Loss 0.000000 Overall Loss 0.013884 +2023-11-20 15:07:23,219 - Epoch: [36][ 657/ 657] Loss 0.000000 Overall Loss 0.013888 +2023-11-20 15:07:23,414 - ==> Overall Loss: 0.014 + +2023-11-20 15:07:23,416 - ==> Best [Overall Loss: 0.013888 on epoch: 36] +2023-11-20 15:07:23,417 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 15:07:23,444 - + +2023-11-20 15:07:23,444 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 15:08:28,316 - Epoch: [37][ 100/12168] Overall Loss 0.013322 Objective Loss 0.000000 Distill Loss 0.013322 LR 0.000063 Time 0.648681 +2023-11-20 15:09:22,981 - Epoch: [37][ 200/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.597648 +2023-11-20 15:10:17,685 - Epoch: [37][ 300/12168] Overall Loss 0.013365 Objective Loss 0.000000 Distill Loss 0.013365 LR 0.000063 Time 0.580768 +2023-11-20 15:11:12,206 - Epoch: [37][ 400/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.571870 +2023-11-20 15:12:06,830 - Epoch: [37][ 500/12168] Overall Loss 0.013372 Objective Loss 0.000000 Distill Loss 0.013372 LR 0.000063 Time 0.566739 +2023-11-20 15:13:01,453 - Epoch: [37][ 600/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.000063 Time 0.563315 +2023-11-20 15:13:56,024 - Epoch: [37][ 700/12168] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.000063 Time 0.560796 +2023-11-20 15:14:50,617 - Epoch: [37][ 800/12168] Overall Loss 0.013364 Objective Loss 0.000000 Distill Loss 0.013364 LR 0.000063 Time 0.558934 +2023-11-20 15:15:45,246 - Epoch: [37][ 900/12168] Overall Loss 0.013372 Objective Loss 0.000000 Distill Loss 0.013372 LR 0.000063 Time 0.557525 +2023-11-20 15:16:39,891 - Epoch: [37][ 1000/12168] Overall Loss 0.013382 Objective Loss 0.000000 Distill Loss 0.013382 LR 0.000063 Time 0.556415 +2023-11-20 15:17:34,542 - Epoch: [37][ 1100/12168] Overall Loss 0.013382 Objective Loss 0.000000 Distill Loss 0.013382 LR 0.000063 Time 0.555512 +2023-11-20 15:18:29,185 - Epoch: [37][ 1200/12168] Overall Loss 0.013384 Objective Loss 0.000000 Distill Loss 0.013384 LR 0.000063 Time 0.554752 +2023-11-20 15:19:23,816 - Epoch: [37][ 1300/12168] Overall Loss 0.013382 Objective Loss 0.000000 Distill Loss 0.013382 LR 0.000063 Time 0.554100 +2023-11-20 15:20:18,348 - Epoch: [37][ 1400/12168] Overall Loss 0.013386 Objective Loss 0.000000 Distill Loss 0.013386 LR 0.000063 Time 0.553471 +2023-11-20 15:21:12,833 - Epoch: [37][ 1500/12168] Overall Loss 0.013411 Objective Loss 0.000000 Distill Loss 0.013411 LR 0.000063 Time 0.552894 +2023-11-20 15:22:07,425 - Epoch: [37][ 1600/12168] Overall Loss 0.013410 Objective Loss 0.000000 Distill Loss 0.013410 LR 0.000063 Time 0.552457 +2023-11-20 15:23:02,036 - Epoch: [37][ 1700/12168] Overall Loss 0.013411 Objective Loss 0.000000 Distill Loss 0.013411 LR 0.000063 Time 0.552082 +2023-11-20 15:23:56,626 - Epoch: [37][ 1800/12168] Overall Loss 0.013409 Objective Loss 0.000000 Distill Loss 0.013409 LR 0.000063 Time 0.551736 +2023-11-20 15:24:51,277 - Epoch: [37][ 1900/12168] Overall Loss 0.013409 Objective Loss 0.000000 Distill Loss 0.013409 LR 0.000063 Time 0.551460 +2023-11-20 15:25:45,884 - Epoch: [37][ 2000/12168] Overall Loss 0.013409 Objective Loss 0.000000 Distill Loss 0.013409 LR 0.000063 Time 0.551189 +2023-11-20 15:26:40,563 - Epoch: [37][ 2100/12168] Overall Loss 0.013412 Objective Loss 0.000000 Distill Loss 0.013412 LR 0.000063 Time 0.550978 +2023-11-20 15:27:35,221 - Epoch: [37][ 2200/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.550777 +2023-11-20 15:28:29,742 - Epoch: [37][ 2300/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.550533 +2023-11-20 15:29:24,315 - Epoch: [37][ 2400/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.550332 +2023-11-20 15:30:18,925 - Epoch: [37][ 2500/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.550161 +2023-11-20 15:31:13,524 - Epoch: [37][ 2600/12168] Overall Loss 0.013447 Objective Loss 0.000000 Distill Loss 0.013447 LR 0.000063 Time 0.550000 +2023-11-20 15:32:08,121 - Epoch: [37][ 2700/12168] Overall Loss 0.013449 Objective Loss 0.000000 Distill Loss 0.013449 LR 0.000063 Time 0.549849 +2023-11-20 15:33:02,770 - Epoch: [37][ 2800/12168] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.000063 Time 0.549728 +2023-11-20 15:33:57,434 - Epoch: [37][ 2900/12168] Overall Loss 0.013449 Objective Loss 0.000000 Distill Loss 0.013449 LR 0.000063 Time 0.549621 +2023-11-20 15:34:52,053 - Epoch: [37][ 3000/12168] Overall Loss 0.013449 Objective Loss 0.000000 Distill Loss 0.013449 LR 0.000063 Time 0.549505 +2023-11-20 15:35:46,530 - Epoch: [37][ 3100/12168] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.000063 Time 0.549352 +2023-11-20 15:36:41,196 - Epoch: [37][ 3200/12168] Overall Loss 0.013444 Objective Loss 0.000000 Distill Loss 0.013444 LR 0.000063 Time 0.549266 +2023-11-20 15:37:35,880 - Epoch: [37][ 3300/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.549192 +2023-11-20 15:38:30,446 - Epoch: [37][ 3400/12168] Overall Loss 0.013441 Objective Loss 0.000000 Distill Loss 0.013441 LR 0.000063 Time 0.549087 +2023-11-20 15:39:25,083 - Epoch: [37][ 3500/12168] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.000063 Time 0.549008 +2023-11-20 15:40:19,780 - Epoch: [37][ 3600/12168] Overall Loss 0.013439 Objective Loss 0.000000 Distill Loss 0.013439 LR 0.000063 Time 0.548951 +2023-11-20 15:41:14,355 - Epoch: [37][ 3700/12168] Overall Loss 0.013438 Objective Loss 0.000000 Distill Loss 0.013438 LR 0.000063 Time 0.548864 +2023-11-20 15:42:08,991 - Epoch: [37][ 3800/12168] Overall Loss 0.013436 Objective Loss 0.000000 Distill Loss 0.013436 LR 0.000063 Time 0.548797 +2023-11-20 15:43:03,578 - Epoch: [37][ 3900/12168] Overall Loss 0.013433 Objective Loss 0.000000 Distill Loss 0.013433 LR 0.000063 Time 0.548721 +2023-11-20 15:43:58,122 - Epoch: [37][ 4000/12168] Overall Loss 0.013429 Objective Loss 0.000000 Distill Loss 0.013429 LR 0.000063 Time 0.548638 +2023-11-20 15:44:52,709 - Epoch: [37][ 4100/12168] Overall Loss 0.013428 Objective Loss 0.000000 Distill Loss 0.013428 LR 0.000063 Time 0.548570 +2023-11-20 15:45:47,411 - Epoch: [37][ 4200/12168] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.000063 Time 0.548532 +2023-11-20 15:46:41,978 - Epoch: [37][ 4300/12168] Overall Loss 0.013423 Objective Loss 0.000000 Distill Loss 0.013423 LR 0.000063 Time 0.548465 +2023-11-20 15:47:36,637 - Epoch: [37][ 4400/12168] Overall Loss 0.013420 Objective Loss 0.000000 Distill Loss 0.013420 LR 0.000063 Time 0.548422 +2023-11-20 15:48:31,276 - Epoch: [37][ 4500/12168] Overall Loss 0.013420 Objective Loss 0.000000 Distill Loss 0.013420 LR 0.000063 Time 0.548376 +2023-11-20 15:49:25,861 - Epoch: [37][ 4600/12168] Overall Loss 0.013418 Objective Loss 0.000000 Distill Loss 0.013418 LR 0.000063 Time 0.548320 +2023-11-20 15:50:20,432 - Epoch: [37][ 4700/12168] Overall Loss 0.013416 Objective Loss 0.000000 Distill Loss 0.013416 LR 0.000063 Time 0.548264 +2023-11-20 15:51:14,994 - Epoch: [37][ 4800/12168] Overall Loss 0.013414 Objective Loss 0.000000 Distill Loss 0.013414 LR 0.000063 Time 0.548208 +2023-11-20 15:52:09,639 - Epoch: [37][ 4900/12168] Overall Loss 0.013412 Objective Loss 0.000000 Distill Loss 0.013412 LR 0.000063 Time 0.548172 +2023-11-20 15:53:04,391 - Epoch: [37][ 5000/12168] Overall Loss 0.013411 Objective Loss 0.000000 Distill Loss 0.013411 LR 0.000063 Time 0.548158 +2023-11-20 15:53:59,005 - Epoch: [37][ 5100/12168] Overall Loss 0.013412 Objective Loss 0.000000 Distill Loss 0.013412 LR 0.000063 Time 0.548118 +2023-11-20 15:54:53,631 - Epoch: [37][ 5200/12168] Overall Loss 0.013412 Objective Loss 0.000000 Distill Loss 0.013412 LR 0.000063 Time 0.548082 +2023-11-20 15:55:48,259 - Epoch: [37][ 5300/12168] Overall Loss 0.013410 Objective Loss 0.000000 Distill Loss 0.013410 LR 0.000063 Time 0.548047 +2023-11-20 15:56:42,825 - Epoch: [37][ 5400/12168] Overall Loss 0.013410 Objective Loss 0.000000 Distill Loss 0.013410 LR 0.000063 Time 0.548002 +2023-11-20 15:57:37,401 - Epoch: [37][ 5500/12168] Overall Loss 0.013410 Objective Loss 0.000000 Distill Loss 0.013410 LR 0.000063 Time 0.547961 +2023-11-20 15:58:32,018 - Epoch: [37][ 5600/12168] Overall Loss 0.013408 Objective Loss 0.000000 Distill Loss 0.013408 LR 0.000063 Time 0.547928 +2023-11-20 15:59:26,736 - Epoch: [37][ 5700/12168] Overall Loss 0.013407 Objective Loss 0.000000 Distill Loss 0.013407 LR 0.000063 Time 0.547915 +2023-11-20 16:00:21,307 - Epoch: [37][ 5800/12168] Overall Loss 0.013405 Objective Loss 0.000000 Distill Loss 0.013405 LR 0.000063 Time 0.547876 +2023-11-20 16:01:15,864 - Epoch: [37][ 5900/12168] Overall Loss 0.013405 Objective Loss 0.000000 Distill Loss 0.013405 LR 0.000063 Time 0.547837 +2023-11-20 16:02:10,543 - Epoch: [37][ 6000/12168] Overall Loss 0.013404 Objective Loss 0.000000 Distill Loss 0.013404 LR 0.000063 Time 0.547819 +2023-11-20 16:03:05,156 - Epoch: [37][ 6100/12168] Overall Loss 0.013403 Objective Loss 0.000000 Distill Loss 0.013403 LR 0.000063 Time 0.547791 +2023-11-20 16:03:59,745 - Epoch: [37][ 6200/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.547759 +2023-11-20 16:04:54,267 - Epoch: [37][ 6300/12168] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.000063 Time 0.547719 +2023-11-20 16:05:48,809 - Epoch: [37][ 6400/12168] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.000063 Time 0.547682 +2023-11-20 16:06:43,402 - Epoch: [37][ 6500/12168] Overall Loss 0.013399 Objective Loss 0.000000 Distill Loss 0.013399 LR 0.000063 Time 0.547655 +2023-11-20 16:07:38,159 - Epoch: [37][ 6600/12168] Overall Loss 0.013398 Objective Loss 0.000000 Distill Loss 0.013398 LR 0.000063 Time 0.547653 +2023-11-20 16:08:32,965 - Epoch: [37][ 6700/12168] Overall Loss 0.013397 Objective Loss 0.000000 Distill Loss 0.013397 LR 0.000063 Time 0.547659 +2023-11-20 16:09:27,784 - Epoch: [37][ 6800/12168] Overall Loss 0.013396 Objective Loss 0.000000 Distill Loss 0.013396 LR 0.000063 Time 0.547666 +2023-11-20 16:10:22,547 - Epoch: [37][ 6900/12168] Overall Loss 0.013394 Objective Loss 0.000000 Distill Loss 0.013394 LR 0.000063 Time 0.547665 +2023-11-20 16:11:17,337 - Epoch: [37][ 7000/12168] Overall Loss 0.013394 Objective Loss 0.000000 Distill Loss 0.013394 LR 0.000063 Time 0.547668 +2023-11-20 16:12:12,253 - Epoch: [37][ 7100/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.000063 Time 0.547688 +2023-11-20 16:13:07,057 - Epoch: [37][ 7200/12168] Overall Loss 0.013393 Objective Loss 0.000000 Distill Loss 0.013393 LR 0.000063 Time 0.547693 +2023-11-20 16:14:01,771 - Epoch: [37][ 7300/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.000063 Time 0.547685 +2023-11-20 16:14:56,485 - Epoch: [37][ 7400/12168] Overall Loss 0.013392 Objective Loss 0.000000 Distill Loss 0.013392 LR 0.000063 Time 0.547677 +2023-11-20 16:15:51,230 - Epoch: [37][ 7500/12168] Overall Loss 0.013390 Objective Loss 0.000000 Distill Loss 0.013390 LR 0.000063 Time 0.547674 +2023-11-20 16:16:45,986 - Epoch: [37][ 7600/12168] Overall Loss 0.013390 Objective Loss 0.000000 Distill Loss 0.013390 LR 0.000063 Time 0.547672 +2023-11-20 16:17:40,818 - Epoch: [37][ 7700/12168] Overall Loss 0.013391 Objective Loss 0.000000 Distill Loss 0.013391 LR 0.000063 Time 0.547680 +2023-11-20 16:18:35,609 - Epoch: [37][ 7800/12168] Overall Loss 0.013391 Objective Loss 0.000000 Distill Loss 0.013391 LR 0.000063 Time 0.547682 +2023-11-20 16:19:30,325 - Epoch: [37][ 7900/12168] Overall Loss 0.013391 Objective Loss 0.000000 Distill Loss 0.013391 LR 0.000063 Time 0.547675 +2023-11-20 16:20:25,112 - Epoch: [37][ 8000/12168] Overall Loss 0.013390 Objective Loss 0.000000 Distill Loss 0.013390 LR 0.000063 Time 0.547677 +2023-11-20 16:21:20,058 - Epoch: [37][ 8100/12168] Overall Loss 0.013390 Objective Loss 0.000000 Distill Loss 0.013390 LR 0.000063 Time 0.547699 +2023-11-20 16:22:14,728 - Epoch: [37][ 8200/12168] Overall Loss 0.013389 Objective Loss 0.000000 Distill Loss 0.013389 LR 0.000063 Time 0.547686 +2023-11-20 16:23:09,534 - Epoch: [37][ 8300/12168] Overall Loss 0.013388 Objective Loss 0.000000 Distill Loss 0.013388 LR 0.000063 Time 0.547690 +2023-11-20 16:24:04,345 - Epoch: [37][ 8400/12168] Overall Loss 0.013387 Objective Loss 0.000000 Distill Loss 0.013387 LR 0.000063 Time 0.547695 +2023-11-20 16:24:59,097 - Epoch: [37][ 8500/12168] Overall Loss 0.013387 Objective Loss 0.000000 Distill Loss 0.013387 LR 0.000063 Time 0.547692 +2023-11-20 16:25:53,861 - Epoch: [37][ 8600/12168] Overall Loss 0.013386 Objective Loss 0.000000 Distill Loss 0.013386 LR 0.000063 Time 0.547691 +2023-11-20 16:26:48,667 - Epoch: [37][ 8700/12168] Overall Loss 0.013386 Objective Loss 0.000000 Distill Loss 0.013386 LR 0.000063 Time 0.547695 +2023-11-20 16:27:43,551 - Epoch: [37][ 8800/12168] Overall Loss 0.013385 Objective Loss 0.000000 Distill Loss 0.013385 LR 0.000063 Time 0.547708 +2023-11-20 16:28:38,286 - Epoch: [37][ 8900/12168] Overall Loss 0.013384 Objective Loss 0.000000 Distill Loss 0.013384 LR 0.000063 Time 0.547704 +2023-11-20 16:29:32,939 - Epoch: [37][ 9000/12168] Overall Loss 0.013383 Objective Loss 0.000000 Distill Loss 0.013383 LR 0.000063 Time 0.547690 +2023-11-20 16:30:27,806 - Epoch: [37][ 9100/12168] Overall Loss 0.013384 Objective Loss 0.000000 Distill Loss 0.013384 LR 0.000063 Time 0.547701 +2023-11-20 16:31:22,563 - Epoch: [37][ 9200/12168] Overall Loss 0.013383 Objective Loss 0.000000 Distill Loss 0.013383 LR 0.000063 Time 0.547699 +2023-11-20 16:32:17,396 - Epoch: [37][ 9300/12168] Overall Loss 0.013383 Objective Loss 0.000000 Distill Loss 0.013383 LR 0.000063 Time 0.547705 +2023-11-20 16:33:12,293 - Epoch: [37][ 9400/12168] Overall Loss 0.013383 Objective Loss 0.000000 Distill Loss 0.013383 LR 0.000063 Time 0.547718 +2023-11-20 16:34:07,114 - Epoch: [37][ 9500/12168] Overall Loss 0.013382 Objective Loss 0.000000 Distill Loss 0.013382 LR 0.000063 Time 0.547723 +2023-11-20 16:35:02,034 - Epoch: [37][ 9600/12168] Overall Loss 0.013381 Objective Loss 0.000000 Distill Loss 0.013381 LR 0.000063 Time 0.547738 +2023-11-20 16:35:56,910 - Epoch: [37][ 9700/12168] Overall Loss 0.013381 Objective Loss 0.000000 Distill Loss 0.013381 LR 0.000063 Time 0.547748 +2023-11-20 16:36:51,616 - Epoch: [37][ 9800/12168] Overall Loss 0.013380 Objective Loss 0.000000 Distill Loss 0.013380 LR 0.000063 Time 0.547741 +2023-11-20 16:37:46,429 - Epoch: [37][ 9900/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.000063 Time 0.547745 +2023-11-20 16:38:41,336 - Epoch: [37][10000/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.000063 Time 0.547758 +2023-11-20 16:39:36,076 - Epoch: [37][10100/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.000063 Time 0.547754 +2023-11-20 16:40:30,817 - Epoch: [37][10200/12168] Overall Loss 0.013379 Objective Loss 0.000000 Distill Loss 0.013379 LR 0.000063 Time 0.547750 +2023-11-20 16:41:25,580 - Epoch: [37][10300/12168] Overall Loss 0.013378 Objective Loss 0.000000 Distill Loss 0.013378 LR 0.000063 Time 0.547749 +2023-11-20 16:42:20,358 - Epoch: [37][10400/12168] Overall Loss 0.013378 Objective Loss 0.000000 Distill Loss 0.013378 LR 0.000063 Time 0.547749 +2023-11-20 16:43:15,204 - Epoch: [37][10500/12168] Overall Loss 0.013378 Objective Loss 0.000000 Distill Loss 0.013378 LR 0.000063 Time 0.547755 +2023-11-20 16:44:09,987 - Epoch: [37][10600/12168] Overall Loss 0.013377 Objective Loss 0.000000 Distill Loss 0.013377 LR 0.000063 Time 0.547756 +2023-11-20 16:45:04,926 - Epoch: [37][10700/12168] Overall Loss 0.013377 Objective Loss 0.000000 Distill Loss 0.013377 LR 0.000063 Time 0.547770 +2023-11-20 16:45:59,753 - Epoch: [37][10800/12168] Overall Loss 0.013377 Objective Loss 0.000000 Distill Loss 0.013377 LR 0.000063 Time 0.547775 +2023-11-20 16:46:54,510 - Epoch: [37][10900/12168] Overall Loss 0.013377 Objective Loss 0.000000 Distill Loss 0.013377 LR 0.000063 Time 0.547773 +2023-11-20 16:47:49,522 - Epoch: [37][11000/12168] Overall Loss 0.013376 Objective Loss 0.000000 Distill Loss 0.013376 LR 0.000063 Time 0.547794 +2023-11-20 16:48:44,372 - Epoch: [37][11100/12168] Overall Loss 0.013376 Objective Loss 0.000000 Distill Loss 0.013376 LR 0.000063 Time 0.547800 +2023-11-20 16:49:39,258 - Epoch: [37][11200/12168] Overall Loss 0.013375 Objective Loss 0.000000 Distill Loss 0.013375 LR 0.000063 Time 0.547809 +2023-11-20 16:50:33,945 - Epoch: [37][11300/12168] Overall Loss 0.013375 Objective Loss 0.000000 Distill Loss 0.013375 LR 0.000063 Time 0.547800 +2023-11-20 16:51:28,757 - Epoch: [37][11400/12168] Overall Loss 0.013375 Objective Loss 0.000000 Distill Loss 0.013375 LR 0.000063 Time 0.547803 +2023-11-20 16:52:23,531 - Epoch: [37][11500/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.547802 +2023-11-20 16:53:18,265 - Epoch: [37][11600/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.547798 +2023-11-20 16:54:13,002 - Epoch: [37][11700/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.547794 +2023-11-20 16:55:07,716 - Epoch: [37][11800/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.547788 +2023-11-20 16:56:02,504 - Epoch: [37][11900/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.547789 +2023-11-20 16:56:57,215 - Epoch: [37][12000/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.000063 Time 0.547783 +2023-11-20 16:57:51,872 - Epoch: [37][12100/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.000063 Time 0.547772 +2023-11-20 16:58:28,937 - Epoch: [37][12168/12168] Overall Loss 0.013372 Objective Loss 0.000000 Distill Loss 0.013372 LR 0.000063 Time 0.547757 +2023-11-20 16:58:29,305 - --- validate (epoch=37)----------- +2023-11-20 16:58:29,305 - 167951 samples (256 per mini-batch) +2023-11-20 16:59:19,958 - Epoch: [37][ 100/ 657] Loss 0.000000 Overall Loss 0.013941 +2023-11-20 17:00:08,657 - Epoch: [37][ 200/ 657] Loss 0.000000 Overall Loss 0.013961 +2023-11-20 17:00:57,317 - Epoch: [37][ 300/ 657] Loss 0.000000 Overall Loss 0.013948 +2023-11-20 17:01:46,009 - Epoch: [37][ 400/ 657] Loss 0.000000 Overall Loss 0.013931 +2023-11-20 17:02:34,707 - Epoch: [37][ 500/ 657] Loss 0.000000 Overall Loss 0.013933 +2023-11-20 17:03:23,387 - Epoch: [37][ 600/ 657] Loss 0.000000 Overall Loss 0.013927 +2023-11-20 17:03:50,689 - Epoch: [37][ 657/ 657] Loss 0.000000 Overall Loss 0.013924 +2023-11-20 17:03:50,893 - ==> Overall Loss: 0.014 + +2023-11-20 17:03:50,895 - ==> Best [Overall Loss: 0.013888 on epoch: 36] +2023-11-20 17:03:50,895 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 17:03:50,915 - + +2023-11-20 17:03:50,915 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 17:04:54,586 - Epoch: [38][ 100/12168] Overall Loss 0.013240 Objective Loss 0.000000 Distill Loss 0.013240 LR 0.000063 Time 0.636669 +2023-11-20 17:05:49,198 - Epoch: [38][ 200/12168] Overall Loss 0.013260 Objective Loss 0.000000 Distill Loss 0.013260 LR 0.000063 Time 0.591380 +2023-11-20 17:06:43,932 - Epoch: [38][ 300/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.576690 +2023-11-20 17:07:38,634 - Epoch: [38][ 400/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.000063 Time 0.569263 +2023-11-20 17:08:33,358 - Epoch: [38][ 500/12168] Overall Loss 0.013260 Objective Loss 0.000000 Distill Loss 0.013260 LR 0.000063 Time 0.564853 +2023-11-20 17:09:27,991 - Epoch: [38][ 600/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.561760 +2023-11-20 17:10:22,687 - Epoch: [38][ 700/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.559642 +2023-11-20 17:11:17,426 - Epoch: [38][ 800/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.558105 +2023-11-20 17:12:12,092 - Epoch: [38][ 900/12168] Overall Loss 0.013286 Objective Loss 0.000000 Distill Loss 0.013286 LR 0.000063 Time 0.556831 +2023-11-20 17:13:06,771 - Epoch: [38][ 1000/12168] Overall Loss 0.013296 Objective Loss 0.000000 Distill Loss 0.013296 LR 0.000063 Time 0.555823 +2023-11-20 17:14:01,396 - Epoch: [38][ 1100/12168] Overall Loss 0.013301 Objective Loss 0.000000 Distill Loss 0.013301 LR 0.000063 Time 0.554950 +2023-11-20 17:14:56,077 - Epoch: [38][ 1200/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.554270 +2023-11-20 17:15:50,705 - Epoch: [38][ 1300/12168] Overall Loss 0.013305 Objective Loss 0.000000 Distill Loss 0.013305 LR 0.000063 Time 0.553653 +2023-11-20 17:16:45,358 - Epoch: [38][ 1400/12168] Overall Loss 0.013304 Objective Loss 0.000000 Distill Loss 0.013304 LR 0.000063 Time 0.553141 +2023-11-20 17:17:40,065 - Epoch: [38][ 1500/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.552735 +2023-11-20 17:18:34,682 - Epoch: [38][ 1600/12168] Overall Loss 0.013315 Objective Loss 0.000000 Distill Loss 0.013315 LR 0.000063 Time 0.552322 +2023-11-20 17:19:29,295 - Epoch: [38][ 1700/12168] Overall Loss 0.013318 Objective Loss 0.000000 Distill Loss 0.013318 LR 0.000063 Time 0.551956 +2023-11-20 17:20:23,965 - Epoch: [38][ 1800/12168] Overall Loss 0.013318 Objective Loss 0.000000 Distill Loss 0.013318 LR 0.000063 Time 0.551662 +2023-11-20 17:21:18,681 - Epoch: [38][ 1900/12168] Overall Loss 0.013317 Objective Loss 0.000000 Distill Loss 0.013317 LR 0.000063 Time 0.551424 +2023-11-20 17:22:13,434 - Epoch: [38][ 2000/12168] Overall Loss 0.013316 Objective Loss 0.000000 Distill Loss 0.013316 LR 0.000063 Time 0.551227 +2023-11-20 17:23:08,092 - Epoch: [38][ 2100/12168] Overall Loss 0.013319 Objective Loss 0.000000 Distill Loss 0.013319 LR 0.000063 Time 0.551005 +2023-11-20 17:24:02,727 - Epoch: [38][ 2200/12168] Overall Loss 0.013320 Objective Loss 0.000000 Distill Loss 0.013320 LR 0.000063 Time 0.550792 +2023-11-20 17:24:57,369 - Epoch: [38][ 2300/12168] Overall Loss 0.013317 Objective Loss 0.000000 Distill Loss 0.013317 LR 0.000063 Time 0.550600 +2023-11-20 17:25:52,039 - Epoch: [38][ 2400/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.550436 +2023-11-20 17:26:46,759 - Epoch: [38][ 2500/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.550306 +2023-11-20 17:27:41,389 - Epoch: [38][ 2600/12168] Overall Loss 0.013307 Objective Loss 0.000000 Distill Loss 0.013307 LR 0.000063 Time 0.550151 +2023-11-20 17:28:35,993 - Epoch: [38][ 2700/12168] Overall Loss 0.013306 Objective Loss 0.000000 Distill Loss 0.013306 LR 0.000063 Time 0.549997 +2023-11-20 17:29:30,677 - Epoch: [38][ 2800/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.549883 +2023-11-20 17:30:25,352 - Epoch: [38][ 2900/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.549774 +2023-11-20 17:31:20,009 - Epoch: [38][ 3000/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.549666 +2023-11-20 17:32:14,589 - Epoch: [38][ 3100/12168] Overall Loss 0.013306 Objective Loss 0.000000 Distill Loss 0.013306 LR 0.000063 Time 0.549540 +2023-11-20 17:33:09,247 - Epoch: [38][ 3200/12168] Overall Loss 0.013304 Objective Loss 0.000000 Distill Loss 0.013304 LR 0.000063 Time 0.549447 +2023-11-20 17:34:03,905 - Epoch: [38][ 3300/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.549359 +2023-11-20 17:34:58,559 - Epoch: [38][ 3400/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.549275 +2023-11-20 17:35:53,223 - Epoch: [38][ 3500/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.549199 +2023-11-20 17:36:47,838 - Epoch: [38][ 3600/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.549113 +2023-11-20 17:37:42,573 - Epoch: [38][ 3700/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.549065 +2023-11-20 17:38:37,180 - Epoch: [38][ 3800/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548985 +2023-11-20 17:39:31,833 - Epoch: [38][ 3900/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548921 +2023-11-20 17:40:26,491 - Epoch: [38][ 4000/12168] Overall Loss 0.013301 Objective Loss 0.000000 Distill Loss 0.013301 LR 0.000063 Time 0.548862 +2023-11-20 17:41:21,198 - Epoch: [38][ 4100/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548818 +2023-11-20 17:42:15,901 - Epoch: [38][ 4200/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548774 +2023-11-20 17:43:10,532 - Epoch: [38][ 4300/12168] Overall Loss 0.013301 Objective Loss 0.000000 Distill Loss 0.013301 LR 0.000063 Time 0.548716 +2023-11-20 17:44:05,185 - Epoch: [38][ 4400/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.548666 +2023-11-20 17:44:59,873 - Epoch: [38][ 4500/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548626 +2023-11-20 17:45:54,444 - Epoch: [38][ 4600/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548562 +2023-11-20 17:46:49,190 - Epoch: [38][ 4700/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548537 +2023-11-20 17:47:43,874 - Epoch: [38][ 4800/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548502 +2023-11-20 17:48:38,562 - Epoch: [38][ 4900/12168] Overall Loss 0.013301 Objective Loss 0.000000 Distill Loss 0.013301 LR 0.000063 Time 0.548468 +2023-11-20 17:49:33,257 - Epoch: [38][ 5000/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548437 +2023-11-20 17:50:27,962 - Epoch: [38][ 5100/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548409 +2023-11-20 17:51:22,648 - Epoch: [38][ 5200/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548379 +2023-11-20 17:52:17,387 - Epoch: [38][ 5300/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548359 +2023-11-20 17:53:12,113 - Epoch: [38][ 5400/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548339 +2023-11-20 17:54:06,843 - Epoch: [38][ 5500/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548319 +2023-11-20 17:55:01,524 - Epoch: [38][ 5600/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548292 +2023-11-20 17:55:56,379 - Epoch: [38][ 5700/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548296 +2023-11-20 17:56:51,196 - Epoch: [38][ 5800/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548293 +2023-11-20 17:57:45,942 - Epoch: [38][ 5900/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548278 +2023-11-20 17:58:40,719 - Epoch: [38][ 6000/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548269 +2023-11-20 17:59:35,527 - Epoch: [38][ 6100/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548265 +2023-11-20 18:00:30,383 - Epoch: [38][ 6200/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548270 +2023-11-20 18:01:25,273 - Epoch: [38][ 6300/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548279 +2023-11-20 18:02:20,272 - Epoch: [38][ 6400/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548305 +2023-11-20 18:03:15,107 - Epoch: [38][ 6500/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548306 +2023-11-20 18:04:09,981 - Epoch: [38][ 6600/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548312 +2023-11-20 18:05:04,749 - Epoch: [38][ 6700/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548302 +2023-11-20 18:05:59,655 - Epoch: [38][ 6800/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548312 +2023-11-20 18:06:54,393 - Epoch: [38][ 6900/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548298 +2023-11-20 18:07:49,187 - Epoch: [38][ 7000/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548293 +2023-11-20 18:08:44,014 - Epoch: [38][ 7100/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548292 +2023-11-20 18:09:38,854 - Epoch: [38][ 7200/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548293 +2023-11-20 18:10:33,641 - Epoch: [38][ 7300/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548287 +2023-11-20 18:11:28,598 - Epoch: [38][ 7400/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548304 +2023-11-20 18:12:23,382 - Epoch: [38][ 7500/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548297 +2023-11-20 18:13:18,255 - Epoch: [38][ 7600/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548302 +2023-11-20 18:14:13,254 - Epoch: [38][ 7700/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548324 +2023-11-20 18:15:08,053 - Epoch: [38][ 7800/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.548319 +2023-11-20 18:16:02,840 - Epoch: [38][ 7900/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548313 +2023-11-20 18:16:57,611 - Epoch: [38][ 8000/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548305 +2023-11-20 18:17:52,396 - Epoch: [38][ 8100/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548299 +2023-11-20 18:18:47,269 - Epoch: [38][ 8200/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548304 +2023-11-20 18:19:42,137 - Epoch: [38][ 8300/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548308 +2023-11-20 18:20:36,939 - Epoch: [38][ 8400/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548304 +2023-11-20 18:21:31,787 - Epoch: [38][ 8500/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548306 +2023-11-20 18:22:26,717 - Epoch: [38][ 8600/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548317 +2023-11-20 18:23:21,527 - Epoch: [38][ 8700/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548314 +2023-11-20 18:24:16,195 - Epoch: [38][ 8800/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548295 +2023-11-20 18:25:10,938 - Epoch: [38][ 8900/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548285 +2023-11-20 18:26:05,939 - Epoch: [38][ 9000/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.548304 +2023-11-20 18:27:00,793 - Epoch: [38][ 9100/12168] Overall Loss 0.013301 Objective Loss 0.000000 Distill Loss 0.013301 LR 0.000063 Time 0.548306 +2023-11-20 18:27:55,577 - Epoch: [38][ 9200/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548301 +2023-11-20 18:28:50,375 - Epoch: [38][ 9300/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548297 +2023-11-20 18:29:45,237 - Epoch: [38][ 9400/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548300 +2023-11-20 18:30:40,029 - Epoch: [38][ 9500/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548296 +2023-11-20 18:31:34,767 - Epoch: [38][ 9600/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548286 +2023-11-20 18:32:29,598 - Epoch: [38][ 9700/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548286 +2023-11-20 18:33:24,351 - Epoch: [38][ 9800/12168] Overall Loss 0.013301 Objective Loss 0.000000 Distill Loss 0.013301 LR 0.000063 Time 0.548278 +2023-11-20 18:34:19,024 - Epoch: [38][ 9900/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548262 +2023-11-20 18:35:13,868 - Epoch: [38][10000/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548263 +2023-11-20 18:36:08,752 - Epoch: [38][10100/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548269 +2023-11-20 18:37:03,598 - Epoch: [38][10200/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548270 +2023-11-20 18:37:58,381 - Epoch: [38][10300/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548266 +2023-11-20 18:38:53,120 - Epoch: [38][10400/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548257 +2023-11-20 18:39:48,284 - Epoch: [38][10500/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548289 +2023-11-20 18:40:43,031 - Epoch: [38][10600/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548281 +2023-11-20 18:41:37,787 - Epoch: [38][10700/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548274 +2023-11-20 18:42:32,387 - Epoch: [38][10800/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548253 +2023-11-20 18:43:27,128 - Epoch: [38][10900/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548245 +2023-11-20 18:44:21,898 - Epoch: [38][11000/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.548239 +2023-11-20 18:45:16,617 - Epoch: [38][11100/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548230 +2023-11-20 18:46:11,327 - Epoch: [38][11200/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548219 +2023-11-20 18:47:06,024 - Epoch: [38][11300/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548208 +2023-11-20 18:48:00,707 - Epoch: [38][11400/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548195 +2023-11-20 18:48:55,453 - Epoch: [38][11500/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548189 +2023-11-20 18:49:50,228 - Epoch: [38][11600/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.548185 +2023-11-20 18:50:45,075 - Epoch: [38][11700/12168] Overall Loss 0.013304 Objective Loss 0.000000 Distill Loss 0.013304 LR 0.000063 Time 0.548187 +2023-11-20 18:51:39,812 - Epoch: [38][11800/12168] Overall Loss 0.013304 Objective Loss 0.000000 Distill Loss 0.013304 LR 0.000063 Time 0.548180 +2023-11-20 18:52:34,617 - Epoch: [38][11900/12168] Overall Loss 0.013305 Objective Loss 0.000000 Distill Loss 0.013305 LR 0.000063 Time 0.548178 +2023-11-20 18:53:29,344 - Epoch: [38][12000/12168] Overall Loss 0.013305 Objective Loss 0.000000 Distill Loss 0.013305 LR 0.000063 Time 0.548170 +2023-11-20 18:54:24,026 - Epoch: [38][12100/12168] Overall Loss 0.013305 Objective Loss 0.000000 Distill Loss 0.013305 LR 0.000063 Time 0.548159 +2023-11-20 18:55:01,046 - Epoch: [38][12168/12168] Overall Loss 0.013305 Objective Loss 0.000000 Distill Loss 0.013305 LR 0.000063 Time 0.548138 +2023-11-20 18:55:01,416 - --- validate (epoch=38)----------- +2023-11-20 18:55:01,416 - 167951 samples (256 per mini-batch) +2023-11-20 18:55:52,021 - Epoch: [38][ 100/ 657] Loss 0.000000 Overall Loss 0.013994 +2023-11-20 18:56:40,736 - Epoch: [38][ 200/ 657] Loss 0.000000 Overall Loss 0.013954 +2023-11-20 18:57:29,405 - Epoch: [38][ 300/ 657] Loss 0.000000 Overall Loss 0.013947 +2023-11-20 18:58:18,062 - Epoch: [38][ 400/ 657] Loss 0.000000 Overall Loss 0.013933 +2023-11-20 18:59:06,701 - Epoch: [38][ 500/ 657] Loss 0.000000 Overall Loss 0.013934 +2023-11-20 18:59:55,357 - Epoch: [38][ 600/ 657] Loss 0.000000 Overall Loss 0.013934 +2023-11-20 19:00:22,645 - Epoch: [38][ 657/ 657] Loss 0.000000 Overall Loss 0.013931 +2023-11-20 19:00:22,848 - ==> Overall Loss: 0.014 + +2023-11-20 19:00:22,850 - ==> Best [Overall Loss: 0.013888 on epoch: 36] +2023-11-20 19:00:22,850 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 19:00:22,870 - + +2023-11-20 19:00:22,870 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 19:01:26,863 - Epoch: [39][ 100/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.639892 +2023-11-20 19:02:21,505 - Epoch: [39][ 200/12168] Overall Loss 0.013296 Objective Loss 0.000000 Distill Loss 0.013296 LR 0.000063 Time 0.593137 +2023-11-20 19:03:16,137 - Epoch: [39][ 300/12168] Overall Loss 0.013298 Objective Loss 0.000000 Distill Loss 0.013298 LR 0.000063 Time 0.577521 +2023-11-20 19:04:10,756 - Epoch: [39][ 400/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.569682 +2023-11-20 19:05:05,375 - Epoch: [39][ 500/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.564976 +2023-11-20 19:06:00,037 - Epoch: [39][ 600/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.561912 +2023-11-20 19:06:54,803 - Epoch: [39][ 700/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.559871 +2023-11-20 19:07:49,412 - Epoch: [39][ 800/12168] Overall Loss 0.013283 Objective Loss 0.000000 Distill Loss 0.013283 LR 0.000063 Time 0.558145 +2023-11-20 19:08:44,148 - Epoch: [39][ 900/12168] Overall Loss 0.013287 Objective Loss 0.000000 Distill Loss 0.013287 LR 0.000063 Time 0.556943 +2023-11-20 19:09:38,810 - Epoch: [39][ 1000/12168] Overall Loss 0.013290 Objective Loss 0.000000 Distill Loss 0.013290 LR 0.000063 Time 0.555908 +2023-11-20 19:10:33,469 - Epoch: [39][ 1100/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.555058 +2023-11-20 19:11:28,193 - Epoch: [39][ 1200/12168] Overall Loss 0.013290 Objective Loss 0.000000 Distill Loss 0.013290 LR 0.000063 Time 0.554403 +2023-11-20 19:12:22,862 - Epoch: [39][ 1300/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.553808 +2023-11-20 19:13:17,508 - Epoch: [39][ 1400/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.553281 +2023-11-20 19:14:12,209 - Epoch: [39][ 1500/12168] Overall Loss 0.013296 Objective Loss 0.000000 Distill Loss 0.013296 LR 0.000063 Time 0.552860 +2023-11-20 19:15:06,872 - Epoch: [39][ 1600/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.552469 +2023-11-20 19:16:01,528 - Epoch: [39][ 1700/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.552120 +2023-11-20 19:16:56,253 - Epoch: [39][ 1800/12168] Overall Loss 0.013297 Objective Loss 0.000000 Distill Loss 0.013297 LR 0.000063 Time 0.551847 +2023-11-20 19:17:51,081 - Epoch: [39][ 1900/12168] Overall Loss 0.013298 Objective Loss 0.000000 Distill Loss 0.013298 LR 0.000063 Time 0.551658 +2023-11-20 19:18:45,694 - Epoch: [39][ 2000/12168] Overall Loss 0.013296 Objective Loss 0.000000 Distill Loss 0.013296 LR 0.000063 Time 0.551380 +2023-11-20 19:19:40,341 - Epoch: [39][ 2100/12168] Overall Loss 0.013296 Objective Loss 0.000000 Distill Loss 0.013296 LR 0.000063 Time 0.551144 +2023-11-20 19:20:35,029 - Epoch: [39][ 2200/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.550950 +2023-11-20 19:21:29,634 - Epoch: [39][ 2300/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.550735 +2023-11-20 19:22:24,226 - Epoch: [39][ 2400/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.550533 +2023-11-20 19:23:18,967 - Epoch: [39][ 2500/12168] Overall Loss 0.013285 Objective Loss 0.000000 Distill Loss 0.013285 LR 0.000063 Time 0.550407 +2023-11-20 19:24:13,532 - Epoch: [39][ 2600/12168] Overall Loss 0.013284 Objective Loss 0.000000 Distill Loss 0.013284 LR 0.000063 Time 0.550223 +2023-11-20 19:25:08,160 - Epoch: [39][ 2700/12168] Overall Loss 0.013285 Objective Loss 0.000000 Distill Loss 0.013285 LR 0.000063 Time 0.550076 +2023-11-20 19:26:02,725 - Epoch: [39][ 2800/12168] Overall Loss 0.013285 Objective Loss 0.000000 Distill Loss 0.013285 LR 0.000063 Time 0.549916 +2023-11-20 19:26:57,389 - Epoch: [39][ 2900/12168] Overall Loss 0.013285 Objective Loss 0.000000 Distill Loss 0.013285 LR 0.000063 Time 0.549802 +2023-11-20 19:27:52,072 - Epoch: [39][ 3000/12168] Overall Loss 0.013285 Objective Loss 0.000000 Distill Loss 0.013285 LR 0.000063 Time 0.549702 +2023-11-20 19:28:46,618 - Epoch: [39][ 3100/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.549564 +2023-11-20 19:29:41,305 - Epoch: [39][ 3200/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.549479 +2023-11-20 19:30:35,909 - Epoch: [39][ 3300/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.549374 +2023-11-20 19:31:30,600 - Epoch: [39][ 3400/12168] Overall Loss 0.013282 Objective Loss 0.000000 Distill Loss 0.013282 LR 0.000063 Time 0.549301 +2023-11-20 19:32:25,301 - Epoch: [39][ 3500/12168] Overall Loss 0.013283 Objective Loss 0.000000 Distill Loss 0.013283 LR 0.000063 Time 0.549234 +2023-11-20 19:33:19,999 - Epoch: [39][ 3600/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.549171 +2023-11-20 19:34:14,739 - Epoch: [39][ 3700/12168] Overall Loss 0.013282 Objective Loss 0.000000 Distill Loss 0.013282 LR 0.000063 Time 0.549122 +2023-11-20 19:35:09,514 - Epoch: [39][ 3800/12168] Overall Loss 0.013282 Objective Loss 0.000000 Distill Loss 0.013282 LR 0.000063 Time 0.549085 +2023-11-20 19:36:04,264 - Epoch: [39][ 3900/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.549044 +2023-11-20 19:36:59,032 - Epoch: [39][ 4000/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.549009 +2023-11-20 19:37:53,727 - Epoch: [39][ 4100/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.548958 +2023-11-20 19:38:48,450 - Epoch: [39][ 4200/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.548916 +2023-11-20 19:39:43,134 - Epoch: [39][ 4300/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548867 +2023-11-20 19:40:37,775 - Epoch: [39][ 4400/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548810 +2023-11-20 19:41:32,358 - Epoch: [39][ 4500/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548743 +2023-11-20 19:42:26,957 - Epoch: [39][ 4600/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548683 +2023-11-20 19:43:21,535 - Epoch: [39][ 4700/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548621 +2023-11-20 19:44:16,362 - Epoch: [39][ 4800/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548613 +2023-11-20 19:45:11,133 - Epoch: [39][ 4900/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548593 +2023-11-20 19:46:05,888 - Epoch: [39][ 5000/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548572 +2023-11-20 19:47:00,628 - Epoch: [39][ 5100/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548549 +2023-11-20 19:47:55,394 - Epoch: [39][ 5200/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548531 +2023-11-20 19:48:50,090 - Epoch: [39][ 5300/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548501 +2023-11-20 19:49:44,815 - Epoch: [39][ 5400/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548477 +2023-11-20 19:50:39,476 - Epoch: [39][ 5500/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548442 +2023-11-20 19:51:34,104 - Epoch: [39][ 5600/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548403 +2023-11-20 19:52:28,633 - Epoch: [39][ 5700/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548348 +2023-11-20 19:53:23,257 - Epoch: [39][ 5800/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548311 +2023-11-20 19:54:17,938 - Epoch: [39][ 5900/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548285 +2023-11-20 19:55:12,773 - Epoch: [39][ 6000/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548286 +2023-11-20 19:56:07,517 - Epoch: [39][ 6100/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548272 +2023-11-20 19:57:02,322 - Epoch: [39][ 6200/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548267 +2023-11-20 19:57:56,974 - Epoch: [39][ 6300/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548239 +2023-11-20 19:58:51,675 - Epoch: [39][ 6400/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548220 +2023-11-20 19:59:46,452 - Epoch: [39][ 6500/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548212 +2023-11-20 20:00:41,239 - Epoch: [39][ 6600/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548206 +2023-11-20 20:01:35,890 - Epoch: [39][ 6700/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548181 +2023-11-20 20:02:30,505 - Epoch: [39][ 6800/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548150 +2023-11-20 20:03:25,270 - Epoch: [39][ 6900/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548143 +2023-11-20 20:04:20,042 - Epoch: [39][ 7000/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548136 +2023-11-20 20:05:14,748 - Epoch: [39][ 7100/12168] Overall Loss 0.013273 Objective Loss 0.000000 Distill Loss 0.013273 LR 0.000063 Time 0.548121 +2023-11-20 20:06:09,468 - Epoch: [39][ 7200/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548107 +2023-11-20 20:07:04,275 - Epoch: [39][ 7300/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548106 +2023-11-20 20:07:58,997 - Epoch: [39][ 7400/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548094 +2023-11-20 20:08:53,576 - Epoch: [39][ 7500/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548063 +2023-11-20 20:09:48,305 - Epoch: [39][ 7600/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548052 +2023-11-20 20:10:43,121 - Epoch: [39][ 7700/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548053 +2023-11-20 20:11:37,998 - Epoch: [39][ 7800/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548062 +2023-11-20 20:12:32,869 - Epoch: [39][ 7900/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548070 +2023-11-20 20:13:27,680 - Epoch: [39][ 8000/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548070 +2023-11-20 20:14:22,319 - Epoch: [39][ 8100/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548049 +2023-11-20 20:15:16,973 - Epoch: [39][ 8200/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548030 +2023-11-20 20:16:11,740 - Epoch: [39][ 8300/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548025 +2023-11-20 20:17:06,513 - Epoch: [39][ 8400/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548021 +2023-11-20 20:18:01,241 - Epoch: [39][ 8500/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548012 +2023-11-20 20:18:55,989 - Epoch: [39][ 8600/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548006 +2023-11-20 20:19:50,755 - Epoch: [39][ 8700/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548001 +2023-11-20 20:20:45,478 - Epoch: [39][ 8800/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547992 +2023-11-20 20:21:40,185 - Epoch: [39][ 8900/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547982 +2023-11-20 20:22:34,901 - Epoch: [39][ 9000/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547972 +2023-11-20 20:23:29,589 - Epoch: [39][ 9100/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547960 +2023-11-20 20:24:24,276 - Epoch: [39][ 9200/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547948 +2023-11-20 20:25:18,957 - Epoch: [39][ 9300/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547935 +2023-11-20 20:26:13,817 - Epoch: [39][ 9400/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547942 +2023-11-20 20:27:08,572 - Epoch: [39][ 9500/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547937 +2023-11-20 20:28:03,234 - Epoch: [39][ 9600/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547923 +2023-11-20 20:28:57,896 - Epoch: [39][ 9700/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547909 +2023-11-20 20:29:52,628 - Epoch: [39][ 9800/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547903 +2023-11-20 20:30:47,303 - Epoch: [39][ 9900/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547891 +2023-11-20 20:31:41,942 - Epoch: [39][10000/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547876 +2023-11-20 20:32:36,637 - Epoch: [39][10100/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547866 +2023-11-20 20:33:31,406 - Epoch: [39][10200/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547864 +2023-11-20 20:34:26,164 - Epoch: [39][10300/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547861 +2023-11-20 20:35:20,979 - Epoch: [39][10400/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547864 +2023-11-20 20:36:15,836 - Epoch: [39][10500/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547870 +2023-11-20 20:37:10,632 - Epoch: [39][10600/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547871 +2023-11-20 20:38:05,585 - Epoch: [39][10700/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547886 +2023-11-20 20:39:00,526 - Epoch: [39][10800/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.547900 +2023-11-20 20:39:55,457 - Epoch: [39][10900/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547912 +2023-11-20 20:40:50,384 - Epoch: [39][11000/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547924 +2023-11-20 20:41:45,273 - Epoch: [39][11100/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547933 +2023-11-20 20:42:40,057 - Epoch: [39][11200/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547932 +2023-11-20 20:43:34,859 - Epoch: [39][11300/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547932 +2023-11-20 20:44:29,684 - Epoch: [39][11400/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547935 +2023-11-20 20:45:24,856 - Epoch: [39][11500/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547967 +2023-11-20 20:46:20,630 - Epoch: [39][11600/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548051 +2023-11-20 20:47:25,613 - Epoch: [39][11700/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548921 +2023-11-20 20:48:21,111 - Epoch: [39][11800/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.548972 +2023-11-20 20:49:16,357 - Epoch: [39][11900/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.549001 +2023-11-20 20:50:11,640 - Epoch: [39][12000/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.549032 +2023-11-20 20:51:07,171 - Epoch: [39][12100/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.549084 +2023-11-20 20:51:44,501 - Epoch: [39][12168/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.549083 +2023-11-20 20:51:44,894 - --- validate (epoch=39)----------- +2023-11-20 20:51:44,895 - 167951 samples (256 per mini-batch) +2023-11-20 20:52:35,530 - Epoch: [39][ 100/ 657] Loss 0.000000 Overall Loss 0.013924 +2023-11-20 20:53:24,354 - Epoch: [39][ 200/ 657] Loss 0.000000 Overall Loss 0.013904 +2023-11-20 20:54:13,152 - Epoch: [39][ 300/ 657] Loss 0.000000 Overall Loss 0.013890 +2023-11-20 20:55:01,937 - Epoch: [39][ 400/ 657] Loss 0.000000 Overall Loss 0.013889 +2023-11-20 20:55:50,729 - Epoch: [39][ 500/ 657] Loss 0.000000 Overall Loss 0.013896 +2023-11-20 20:56:39,529 - Epoch: [39][ 600/ 657] Loss 0.000000 Overall Loss 0.013898 +2023-11-20 20:57:06,863 - Epoch: [39][ 657/ 657] Loss 0.000000 Overall Loss 0.013897 +2023-11-20 20:57:07,072 - ==> Overall Loss: 0.014 + +2023-11-20 20:57:07,075 - ==> Best [Overall Loss: 0.013888 on epoch: 36] +2023-11-20 20:57:07,075 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 20:57:07,096 - + +2023-11-20 20:57:07,096 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 20:58:12,465 - Epoch: [40][ 100/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.653647 +2023-11-20 20:59:07,317 - Epoch: [40][ 200/12168] Overall Loss 0.013221 Objective Loss 0.000000 Distill Loss 0.013221 LR 0.000063 Time 0.601065 +2023-11-20 21:00:02,201 - Epoch: [40][ 300/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.583647 +2023-11-20 21:00:56,965 - Epoch: [40][ 400/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.000063 Time 0.574635 +2023-11-20 21:01:51,694 - Epoch: [40][ 500/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.000063 Time 0.569161 +2023-11-20 21:02:46,433 - Epoch: [40][ 600/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.565527 +2023-11-20 21:03:41,302 - Epoch: [40][ 700/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.563117 +2023-11-20 21:04:36,060 - Epoch: [40][ 800/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.561170 +2023-11-20 21:05:30,804 - Epoch: [40][ 900/12168] Overall Loss 0.013326 Objective Loss 0.000000 Distill Loss 0.013326 LR 0.000063 Time 0.559642 +2023-11-20 21:06:25,529 - Epoch: [40][ 1000/12168] Overall Loss 0.013420 Objective Loss 0.000000 Distill Loss 0.013420 LR 0.000063 Time 0.558399 +2023-11-20 21:07:20,480 - Epoch: [40][ 1100/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.557589 +2023-11-20 21:08:15,379 - Epoch: [40][ 1200/12168] Overall Loss 0.013507 Objective Loss 0.000000 Distill Loss 0.013507 LR 0.000063 Time 0.556869 +2023-11-20 21:09:10,141 - Epoch: [40][ 1300/12168] Overall Loss 0.013530 Objective Loss 0.000000 Distill Loss 0.013530 LR 0.000063 Time 0.556155 +2023-11-20 21:10:04,961 - Epoch: [40][ 1400/12168] Overall Loss 0.013550 Objective Loss 0.000000 Distill Loss 0.013550 LR 0.000063 Time 0.555584 +2023-11-20 21:10:59,704 - Epoch: [40][ 1500/12168] Overall Loss 0.013564 Objective Loss 0.000000 Distill Loss 0.013564 LR 0.000063 Time 0.555039 +2023-11-20 21:11:54,487 - Epoch: [40][ 1600/12168] Overall Loss 0.013573 Objective Loss 0.000000 Distill Loss 0.013573 LR 0.000063 Time 0.554586 +2023-11-20 21:12:49,213 - Epoch: [40][ 1700/12168] Overall Loss 0.013584 Objective Loss 0.000000 Distill Loss 0.013584 LR 0.000063 Time 0.554154 +2023-11-20 21:13:43,978 - Epoch: [40][ 1800/12168] Overall Loss 0.013586 Objective Loss 0.000000 Distill Loss 0.013586 LR 0.000063 Time 0.553790 +2023-11-20 21:14:38,765 - Epoch: [40][ 1900/12168] Overall Loss 0.013584 Objective Loss 0.000000 Distill Loss 0.013584 LR 0.000063 Time 0.553477 +2023-11-20 21:15:33,610 - Epoch: [40][ 2000/12168] Overall Loss 0.013583 Objective Loss 0.000000 Distill Loss 0.013583 LR 0.000063 Time 0.553224 +2023-11-20 21:16:28,347 - Epoch: [40][ 2100/12168] Overall Loss 0.013585 Objective Loss 0.000000 Distill Loss 0.013585 LR 0.000063 Time 0.552944 +2023-11-20 21:17:23,177 - Epoch: [40][ 2200/12168] Overall Loss 0.013586 Objective Loss 0.000000 Distill Loss 0.013586 LR 0.000063 Time 0.552731 +2023-11-20 21:18:18,026 - Epoch: [40][ 2300/12168] Overall Loss 0.013582 Objective Loss 0.000000 Distill Loss 0.013582 LR 0.000063 Time 0.552545 +2023-11-20 21:19:12,813 - Epoch: [40][ 2400/12168] Overall Loss 0.013579 Objective Loss 0.000000 Distill Loss 0.013579 LR 0.000063 Time 0.552349 +2023-11-20 21:20:07,489 - Epoch: [40][ 2500/12168] Overall Loss 0.013574 Objective Loss 0.000000 Distill Loss 0.013574 LR 0.000063 Time 0.552125 +2023-11-20 21:21:02,250 - Epoch: [40][ 2600/12168] Overall Loss 0.013568 Objective Loss 0.000000 Distill Loss 0.013568 LR 0.000063 Time 0.551950 +2023-11-20 21:21:56,971 - Epoch: [40][ 2700/12168] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.000063 Time 0.551773 +2023-11-20 21:22:51,643 - Epoch: [40][ 2800/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.551591 +2023-11-20 21:23:46,415 - Epoch: [40][ 2900/12168] Overall Loss 0.013565 Objective Loss 0.000000 Distill Loss 0.013565 LR 0.000063 Time 0.551457 +2023-11-20 21:24:41,245 - Epoch: [40][ 3000/12168] Overall Loss 0.013563 Objective Loss 0.000000 Distill Loss 0.013563 LR 0.000063 Time 0.551351 +2023-11-20 21:25:35,894 - Epoch: [40][ 3100/12168] Overall Loss 0.013556 Objective Loss 0.000000 Distill Loss 0.013556 LR 0.000063 Time 0.551193 +2023-11-20 21:26:30,677 - Epoch: [40][ 3200/12168] Overall Loss 0.013553 Objective Loss 0.000000 Distill Loss 0.013553 LR 0.000063 Time 0.551087 +2023-11-20 21:27:25,392 - Epoch: [40][ 3300/12168] Overall Loss 0.013552 Objective Loss 0.000000 Distill Loss 0.013552 LR 0.000063 Time 0.550966 +2023-11-20 21:28:20,099 - Epoch: [40][ 3400/12168] Overall Loss 0.013554 Objective Loss 0.000000 Distill Loss 0.013554 LR 0.000063 Time 0.550851 +2023-11-20 21:29:14,735 - Epoch: [40][ 3500/12168] Overall Loss 0.013552 Objective Loss 0.000000 Distill Loss 0.013552 LR 0.000063 Time 0.550722 +2023-11-20 21:30:09,453 - Epoch: [40][ 3600/12168] Overall Loss 0.013551 Objective Loss 0.000000 Distill Loss 0.013551 LR 0.000063 Time 0.550622 +2023-11-20 21:31:04,110 - Epoch: [40][ 3700/12168] Overall Loss 0.013549 Objective Loss 0.000000 Distill Loss 0.013549 LR 0.000063 Time 0.550512 +2023-11-20 21:31:58,836 - Epoch: [40][ 3800/12168] Overall Loss 0.013547 Objective Loss 0.000000 Distill Loss 0.013547 LR 0.000063 Time 0.550426 +2023-11-20 21:32:53,582 - Epoch: [40][ 3900/12168] Overall Loss 0.013545 Objective Loss 0.000000 Distill Loss 0.013545 LR 0.000063 Time 0.550349 +2023-11-20 21:33:48,385 - Epoch: [40][ 4000/12168] Overall Loss 0.013541 Objective Loss 0.000000 Distill Loss 0.013541 LR 0.000063 Time 0.550290 +2023-11-20 21:34:43,141 - Epoch: [40][ 4100/12168] Overall Loss 0.013540 Objective Loss 0.000000 Distill Loss 0.013540 LR 0.000063 Time 0.550223 +2023-11-20 21:35:37,889 - Epoch: [40][ 4200/12168] Overall Loss 0.013537 Objective Loss 0.000000 Distill Loss 0.013537 LR 0.000063 Time 0.550157 +2023-11-20 21:36:32,653 - Epoch: [40][ 4300/12168] Overall Loss 0.013535 Objective Loss 0.000000 Distill Loss 0.013535 LR 0.000063 Time 0.550097 +2023-11-20 21:37:27,321 - Epoch: [40][ 4400/12168] Overall Loss 0.013531 Objective Loss 0.000000 Distill Loss 0.013531 LR 0.000063 Time 0.550019 +2023-11-20 21:38:22,052 - Epoch: [40][ 4500/12168] Overall Loss 0.013531 Objective Loss 0.000000 Distill Loss 0.013531 LR 0.000063 Time 0.549958 +2023-11-20 21:39:16,741 - Epoch: [40][ 4600/12168] Overall Loss 0.013529 Objective Loss 0.000000 Distill Loss 0.013529 LR 0.000063 Time 0.549891 +2023-11-20 21:40:11,525 - Epoch: [40][ 4700/12168] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.000063 Time 0.549846 +2023-11-20 21:41:06,225 - Epoch: [40][ 4800/12168] Overall Loss 0.013523 Objective Loss 0.000000 Distill Loss 0.013523 LR 0.000063 Time 0.549787 +2023-11-20 21:42:00,966 - Epoch: [40][ 4900/12168] Overall Loss 0.013520 Objective Loss 0.000000 Distill Loss 0.013520 LR 0.000063 Time 0.549737 +2023-11-20 21:42:55,583 - Epoch: [40][ 5000/12168] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.000063 Time 0.549665 +2023-11-20 21:43:50,310 - Epoch: [40][ 5100/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.549618 +2023-11-20 21:44:44,939 - Epoch: [40][ 5200/12168] Overall Loss 0.013517 Objective Loss 0.000000 Distill Loss 0.013517 LR 0.000063 Time 0.549553 +2023-11-20 21:45:39,604 - Epoch: [40][ 5300/12168] Overall Loss 0.013516 Objective Loss 0.000000 Distill Loss 0.013516 LR 0.000063 Time 0.549498 +2023-11-20 21:46:34,349 - Epoch: [40][ 5400/12168] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.000063 Time 0.549459 +2023-11-20 21:47:29,030 - Epoch: [40][ 5500/12168] Overall Loss 0.013513 Objective Loss 0.000000 Distill Loss 0.013513 LR 0.000063 Time 0.549411 +2023-11-20 21:48:23,770 - Epoch: [40][ 5600/12168] Overall Loss 0.013511 Objective Loss 0.000000 Distill Loss 0.013511 LR 0.000063 Time 0.549374 +2023-11-20 21:49:18,431 - Epoch: [40][ 5700/12168] Overall Loss 0.013509 Objective Loss 0.000000 Distill Loss 0.013509 LR 0.000063 Time 0.549325 +2023-11-20 21:50:13,125 - Epoch: [40][ 5800/12168] Overall Loss 0.013508 Objective Loss 0.000000 Distill Loss 0.013508 LR 0.000063 Time 0.549283 +2023-11-20 21:51:07,811 - Epoch: [40][ 5900/12168] Overall Loss 0.013508 Objective Loss 0.000000 Distill Loss 0.013508 LR 0.000063 Time 0.549242 +2023-11-20 21:52:02,468 - Epoch: [40][ 6000/12168] Overall Loss 0.013506 Objective Loss 0.000000 Distill Loss 0.013506 LR 0.000063 Time 0.549197 +2023-11-20 21:52:57,079 - Epoch: [40][ 6100/12168] Overall Loss 0.013504 Objective Loss 0.000000 Distill Loss 0.013504 LR 0.000063 Time 0.549146 +2023-11-20 21:53:51,825 - Epoch: [40][ 6200/12168] Overall Loss 0.013503 Objective Loss 0.000000 Distill Loss 0.013503 LR 0.000063 Time 0.549118 +2023-11-20 21:54:46,566 - Epoch: [40][ 6300/12168] Overall Loss 0.013502 Objective Loss 0.000000 Distill Loss 0.013502 LR 0.000063 Time 0.549090 +2023-11-20 21:55:41,212 - Epoch: [40][ 6400/12168] Overall Loss 0.013502 Objective Loss 0.000000 Distill Loss 0.013502 LR 0.000063 Time 0.549049 +2023-11-20 21:56:35,863 - Epoch: [40][ 6500/12168] Overall Loss 0.013500 Objective Loss 0.000000 Distill Loss 0.013500 LR 0.000063 Time 0.549009 +2023-11-20 21:57:30,621 - Epoch: [40][ 6600/12168] Overall Loss 0.013498 Objective Loss 0.000000 Distill Loss 0.013498 LR 0.000063 Time 0.548987 +2023-11-20 21:58:25,315 - Epoch: [40][ 6700/12168] Overall Loss 0.013497 Objective Loss 0.000000 Distill Loss 0.013497 LR 0.000063 Time 0.548956 +2023-11-20 21:59:20,062 - Epoch: [40][ 6800/12168] Overall Loss 0.013496 Objective Loss 0.000000 Distill Loss 0.013496 LR 0.000063 Time 0.548934 +2023-11-20 22:00:14,802 - Epoch: [40][ 6900/12168] Overall Loss 0.013494 Objective Loss 0.000000 Distill Loss 0.013494 LR 0.000063 Time 0.548911 +2023-11-20 22:01:09,595 - Epoch: [40][ 7000/12168] Overall Loss 0.013492 Objective Loss 0.000000 Distill Loss 0.013492 LR 0.000063 Time 0.548897 +2023-11-20 22:02:04,228 - Epoch: [40][ 7100/12168] Overall Loss 0.013490 Objective Loss 0.000000 Distill Loss 0.013490 LR 0.000063 Time 0.548860 +2023-11-20 22:02:59,038 - Epoch: [40][ 7200/12168] Overall Loss 0.013489 Objective Loss 0.000000 Distill Loss 0.013489 LR 0.000063 Time 0.548849 +2023-11-20 22:03:53,844 - Epoch: [40][ 7300/12168] Overall Loss 0.013488 Objective Loss 0.000000 Distill Loss 0.013488 LR 0.000063 Time 0.548838 +2023-11-20 22:04:48,504 - Epoch: [40][ 7400/12168] Overall Loss 0.013487 Objective Loss 0.000000 Distill Loss 0.013487 LR 0.000063 Time 0.548807 +2023-11-20 22:05:43,173 - Epoch: [40][ 7500/12168] Overall Loss 0.013485 Objective Loss 0.000000 Distill Loss 0.013485 LR 0.000063 Time 0.548778 +2023-11-20 22:06:37,882 - Epoch: [40][ 7600/12168] Overall Loss 0.013485 Objective Loss 0.000000 Distill Loss 0.013485 LR 0.000063 Time 0.548756 +2023-11-20 22:07:32,617 - Epoch: [40][ 7700/12168] Overall Loss 0.013484 Objective Loss 0.000000 Distill Loss 0.013484 LR 0.000063 Time 0.548737 +2023-11-20 22:08:27,304 - Epoch: [40][ 7800/12168] Overall Loss 0.013483 Objective Loss 0.000000 Distill Loss 0.013483 LR 0.000063 Time 0.548713 +2023-11-20 22:09:21,917 - Epoch: [40][ 7900/12168] Overall Loss 0.013482 Objective Loss 0.000000 Distill Loss 0.013482 LR 0.000063 Time 0.548680 +2023-11-20 22:10:16,667 - Epoch: [40][ 8000/12168] Overall Loss 0.013480 Objective Loss 0.000000 Distill Loss 0.013480 LR 0.000063 Time 0.548665 +2023-11-20 22:11:11,405 - Epoch: [40][ 8100/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.548648 +2023-11-20 22:12:06,059 - Epoch: [40][ 8200/12168] Overall Loss 0.013479 Objective Loss 0.000000 Distill Loss 0.013479 LR 0.000063 Time 0.548622 +2023-11-20 22:13:00,913 - Epoch: [40][ 8300/12168] Overall Loss 0.013478 Objective Loss 0.000000 Distill Loss 0.013478 LR 0.000063 Time 0.548621 +2023-11-20 22:13:55,645 - Epoch: [40][ 8400/12168] Overall Loss 0.013477 Objective Loss 0.000000 Distill Loss 0.013477 LR 0.000063 Time 0.548605 +2023-11-20 22:14:50,366 - Epoch: [40][ 8500/12168] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.000063 Time 0.548588 +2023-11-20 22:15:45,082 - Epoch: [40][ 8600/12168] Overall Loss 0.013475 Objective Loss 0.000000 Distill Loss 0.013475 LR 0.000063 Time 0.548571 +2023-11-20 22:16:39,814 - Epoch: [40][ 8700/12168] Overall Loss 0.013474 Objective Loss 0.000000 Distill Loss 0.013474 LR 0.000063 Time 0.548556 +2023-11-20 22:17:34,640 - Epoch: [40][ 8800/12168] Overall Loss 0.013472 Objective Loss 0.000000 Distill Loss 0.013472 LR 0.000063 Time 0.548553 +2023-11-20 22:18:29,393 - Epoch: [40][ 8900/12168] Overall Loss 0.013471 Objective Loss 0.000000 Distill Loss 0.013471 LR 0.000063 Time 0.548541 +2023-11-20 22:19:24,073 - Epoch: [40][ 9000/12168] Overall Loss 0.013470 Objective Loss 0.000000 Distill Loss 0.013470 LR 0.000063 Time 0.548521 +2023-11-20 22:20:18,887 - Epoch: [40][ 9100/12168] Overall Loss 0.013469 Objective Loss 0.000000 Distill Loss 0.013469 LR 0.000063 Time 0.548517 +2023-11-20 22:21:13,588 - Epoch: [40][ 9200/12168] Overall Loss 0.013468 Objective Loss 0.000000 Distill Loss 0.013468 LR 0.000063 Time 0.548500 +2023-11-20 22:22:08,329 - Epoch: [40][ 9300/12168] Overall Loss 0.013467 Objective Loss 0.000000 Distill Loss 0.013467 LR 0.000063 Time 0.548488 +2023-11-20 22:23:03,049 - Epoch: [40][ 9400/12168] Overall Loss 0.013466 Objective Loss 0.000000 Distill Loss 0.013466 LR 0.000063 Time 0.548474 +2023-11-20 22:23:57,724 - Epoch: [40][ 9500/12168] Overall Loss 0.013466 Objective Loss 0.000000 Distill Loss 0.013466 LR 0.000063 Time 0.548455 +2023-11-20 22:24:52,534 - Epoch: [40][ 9600/12168] Overall Loss 0.013464 Objective Loss 0.000000 Distill Loss 0.013464 LR 0.000063 Time 0.548451 +2023-11-20 22:25:47,400 - Epoch: [40][ 9700/12168] Overall Loss 0.013464 Objective Loss 0.000000 Distill Loss 0.013464 LR 0.000063 Time 0.548453 +2023-11-20 22:26:42,084 - Epoch: [40][ 9800/12168] Overall Loss 0.013462 Objective Loss 0.000000 Distill Loss 0.013462 LR 0.000063 Time 0.548436 +2023-11-20 22:27:36,848 - Epoch: [40][ 9900/12168] Overall Loss 0.013461 Objective Loss 0.000000 Distill Loss 0.013461 LR 0.000063 Time 0.548428 +2023-11-20 22:28:31,639 - Epoch: [40][10000/12168] Overall Loss 0.013461 Objective Loss 0.000000 Distill Loss 0.013461 LR 0.000063 Time 0.548422 +2023-11-20 22:29:26,359 - Epoch: [40][10100/12168] Overall Loss 0.013461 Objective Loss 0.000000 Distill Loss 0.013461 LR 0.000063 Time 0.548410 +2023-11-20 22:30:21,030 - Epoch: [40][10200/12168] Overall Loss 0.013460 Objective Loss 0.000000 Distill Loss 0.013460 LR 0.000063 Time 0.548393 +2023-11-20 22:31:15,705 - Epoch: [40][10300/12168] Overall Loss 0.013459 Objective Loss 0.000000 Distill Loss 0.013459 LR 0.000063 Time 0.548377 +2023-11-20 22:32:10,384 - Epoch: [40][10400/12168] Overall Loss 0.013459 Objective Loss 0.000000 Distill Loss 0.013459 LR 0.000063 Time 0.548361 +2023-11-20 22:33:05,060 - Epoch: [40][10500/12168] Overall Loss 0.013459 Objective Loss 0.000000 Distill Loss 0.013459 LR 0.000063 Time 0.548346 +2023-11-20 22:33:59,789 - Epoch: [40][10600/12168] Overall Loss 0.013457 Objective Loss 0.000000 Distill Loss 0.013457 LR 0.000063 Time 0.548335 +2023-11-20 22:34:54,516 - Epoch: [40][10700/12168] Overall Loss 0.013456 Objective Loss 0.000000 Distill Loss 0.013456 LR 0.000063 Time 0.548325 +2023-11-20 22:35:49,239 - Epoch: [40][10800/12168] Overall Loss 0.013456 Objective Loss 0.000000 Distill Loss 0.013456 LR 0.000063 Time 0.548315 +2023-11-20 22:36:43,925 - Epoch: [40][10900/12168] Overall Loss 0.013456 Objective Loss 0.000000 Distill Loss 0.013456 LR 0.000063 Time 0.548301 +2023-11-20 22:37:38,690 - Epoch: [40][11000/12168] Overall Loss 0.013455 Objective Loss 0.000000 Distill Loss 0.013455 LR 0.000063 Time 0.548295 +2023-11-20 22:38:33,389 - Epoch: [40][11100/12168] Overall Loss 0.013455 Objective Loss 0.000000 Distill Loss 0.013455 LR 0.000063 Time 0.548283 +2023-11-20 22:39:28,127 - Epoch: [40][11200/12168] Overall Loss 0.013455 Objective Loss 0.000000 Distill Loss 0.013455 LR 0.000063 Time 0.548275 +2023-11-20 22:40:22,837 - Epoch: [40][11300/12168] Overall Loss 0.013454 Objective Loss 0.000000 Distill Loss 0.013454 LR 0.000063 Time 0.548264 +2023-11-20 22:41:17,608 - Epoch: [40][11400/12168] Overall Loss 0.013454 Objective Loss 0.000000 Distill Loss 0.013454 LR 0.000063 Time 0.548259 +2023-11-20 22:42:12,273 - Epoch: [40][11500/12168] Overall Loss 0.013453 Objective Loss 0.000000 Distill Loss 0.013453 LR 0.000063 Time 0.548244 +2023-11-20 22:43:07,016 - Epoch: [40][11600/12168] Overall Loss 0.013453 Objective Loss 0.000000 Distill Loss 0.013453 LR 0.000063 Time 0.548237 +2023-11-20 22:44:01,680 - Epoch: [40][11700/12168] Overall Loss 0.013452 Objective Loss 0.000000 Distill Loss 0.013452 LR 0.000063 Time 0.548223 +2023-11-20 22:44:56,430 - Epoch: [40][11800/12168] Overall Loss 0.013452 Objective Loss 0.000000 Distill Loss 0.013452 LR 0.000063 Time 0.548217 +2023-11-20 22:45:51,145 - Epoch: [40][11900/12168] Overall Loss 0.013451 Objective Loss 0.000000 Distill Loss 0.013451 LR 0.000063 Time 0.548208 +2023-11-20 22:46:45,777 - Epoch: [40][12000/12168] Overall Loss 0.013450 Objective Loss 0.000000 Distill Loss 0.013450 LR 0.000063 Time 0.548192 +2023-11-20 22:47:40,479 - Epoch: [40][12100/12168] Overall Loss 0.013450 Objective Loss 0.000000 Distill Loss 0.013450 LR 0.000063 Time 0.548182 +2023-11-20 22:48:17,680 - Epoch: [40][12168/12168] Overall Loss 0.013449 Objective Loss 0.000000 Distill Loss 0.013449 LR 0.000063 Time 0.548175 +2023-11-20 22:48:18,032 - --- validate (epoch=40)----------- +2023-11-20 22:48:18,033 - 167951 samples (256 per mini-batch) +2023-11-20 22:49:08,629 - Epoch: [40][ 100/ 657] Loss 0.000000 Overall Loss 0.013936 +2023-11-20 22:49:57,382 - Epoch: [40][ 200/ 657] Loss 0.000000 Overall Loss 0.013950 +2023-11-20 22:50:46,124 - Epoch: [40][ 300/ 657] Loss 0.000000 Overall Loss 0.013983 +2023-11-20 22:51:34,851 - Epoch: [40][ 400/ 657] Loss 0.000000 Overall Loss 0.013987 +2023-11-20 22:52:23,572 - Epoch: [40][ 500/ 657] Loss 0.000000 Overall Loss 0.013988 +2023-11-20 22:53:12,265 - Epoch: [40][ 600/ 657] Loss 0.000000 Overall Loss 0.013987 +2023-11-20 22:53:39,573 - Epoch: [40][ 657/ 657] Loss 0.000000 Overall Loss 0.013991 +2023-11-20 22:53:39,780 - ==> Overall Loss: 0.014 + +2023-11-20 22:53:39,781 - ==> Best [Overall Loss: 0.013888 on epoch: 36] +2023-11-20 22:53:39,781 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-20 22:53:39,803 - + +2023-11-20 22:53:39,803 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-20 22:54:44,917 - Epoch: [41][ 100/12168] Overall Loss 0.013339 Objective Loss 0.000000 Distill Loss 0.013339 LR 0.000063 Time 0.651107 +2023-11-20 22:55:39,562 - Epoch: [41][ 200/12168] Overall Loss 0.013358 Objective Loss 0.000000 Distill Loss 0.013358 LR 0.000063 Time 0.598761 +2023-11-20 22:56:34,191 - Epoch: [41][ 300/12168] Overall Loss 0.013375 Objective Loss 0.000000 Distill Loss 0.013375 LR 0.000063 Time 0.581261 +2023-11-20 22:57:28,802 - Epoch: [41][ 400/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.572464 +2023-11-20 22:58:23,423 - Epoch: [41][ 500/12168] Overall Loss 0.013365 Objective Loss 0.000000 Distill Loss 0.013365 LR 0.000063 Time 0.567207 +2023-11-20 22:59:18,100 - Epoch: [41][ 600/12168] Overall Loss 0.013366 Objective Loss 0.000000 Distill Loss 0.013366 LR 0.000063 Time 0.563797 +2023-11-20 23:00:12,707 - Epoch: [41][ 700/12168] Overall Loss 0.013369 Objective Loss 0.000000 Distill Loss 0.013369 LR 0.000063 Time 0.561259 +2023-11-20 23:01:07,316 - Epoch: [41][ 800/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.000063 Time 0.559359 +2023-11-20 23:02:01,942 - Epoch: [41][ 900/12168] Overall Loss 0.013364 Objective Loss 0.000000 Distill Loss 0.013364 LR 0.000063 Time 0.557901 +2023-11-20 23:02:56,531 - Epoch: [41][ 1000/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.000063 Time 0.556696 +2023-11-20 23:03:51,154 - Epoch: [41][ 1100/12168] Overall Loss 0.013370 Objective Loss 0.000000 Distill Loss 0.013370 LR 0.000063 Time 0.555743 +2023-11-20 23:04:45,741 - Epoch: [41][ 1200/12168] Overall Loss 0.013366 Objective Loss 0.000000 Distill Loss 0.013366 LR 0.000063 Time 0.554917 +2023-11-20 23:05:40,405 - Epoch: [41][ 1300/12168] Overall Loss 0.013360 Objective Loss 0.000000 Distill Loss 0.013360 LR 0.000063 Time 0.554278 +2023-11-20 23:06:34,988 - Epoch: [41][ 1400/12168] Overall Loss 0.013363 Objective Loss 0.000000 Distill Loss 0.013363 LR 0.000063 Time 0.553673 +2023-11-20 23:07:29,653 - Epoch: [41][ 1500/12168] Overall Loss 0.013363 Objective Loss 0.000000 Distill Loss 0.013363 LR 0.000063 Time 0.553202 +2023-11-20 23:08:24,273 - Epoch: [41][ 1600/12168] Overall Loss 0.013363 Objective Loss 0.000000 Distill Loss 0.013363 LR 0.000063 Time 0.552763 +2023-11-20 23:09:18,908 - Epoch: [41][ 1700/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.000063 Time 0.552384 +2023-11-20 23:10:13,444 - Epoch: [41][ 1800/12168] Overall Loss 0.013368 Objective Loss 0.000000 Distill Loss 0.013368 LR 0.000063 Time 0.551992 +2023-11-20 23:11:08,086 - Epoch: [41][ 1900/12168] Overall Loss 0.013371 Objective Loss 0.000000 Distill Loss 0.013371 LR 0.000063 Time 0.551697 +2023-11-20 23:12:02,802 - Epoch: [41][ 2000/12168] Overall Loss 0.013372 Objective Loss 0.000000 Distill Loss 0.013372 LR 0.000063 Time 0.551469 +2023-11-20 23:12:57,451 - Epoch: [41][ 2100/12168] Overall Loss 0.013375 Objective Loss 0.000000 Distill Loss 0.013375 LR 0.000063 Time 0.551230 +2023-11-20 23:13:52,208 - Epoch: [41][ 2200/12168] Overall Loss 0.013374 Objective Loss 0.000000 Distill Loss 0.013374 LR 0.000063 Time 0.551062 +2023-11-20 23:14:46,786 - Epoch: [41][ 2300/12168] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.000063 Time 0.550831 +2023-11-20 23:15:41,414 - Epoch: [41][ 2400/12168] Overall Loss 0.013369 Objective Loss 0.000000 Distill Loss 0.013369 LR 0.000063 Time 0.550640 +2023-11-20 23:16:36,053 - Epoch: [41][ 2500/12168] Overall Loss 0.013365 Objective Loss 0.000000 Distill Loss 0.013365 LR 0.000063 Time 0.550469 +2023-11-20 23:17:30,695 - Epoch: [41][ 2600/12168] Overall Loss 0.013360 Objective Loss 0.000000 Distill Loss 0.013360 LR 0.000063 Time 0.550312 +2023-11-20 23:18:25,256 - Epoch: [41][ 2700/12168] Overall Loss 0.013361 Objective Loss 0.000000 Distill Loss 0.013361 LR 0.000063 Time 0.550137 +2023-11-20 23:19:19,917 - Epoch: [41][ 2800/12168] Overall Loss 0.013362 Objective Loss 0.000000 Distill Loss 0.013362 LR 0.000063 Time 0.550010 +2023-11-20 23:20:14,570 - Epoch: [41][ 2900/12168] Overall Loss 0.013363 Objective Loss 0.000000 Distill Loss 0.013363 LR 0.000063 Time 0.549889 +2023-11-20 23:21:09,189 - Epoch: [41][ 3000/12168] Overall Loss 0.013361 Objective Loss 0.000000 Distill Loss 0.013361 LR 0.000063 Time 0.549765 +2023-11-20 23:22:03,769 - Epoch: [41][ 3100/12168] Overall Loss 0.013358 Objective Loss 0.000000 Distill Loss 0.013358 LR 0.000063 Time 0.549636 +2023-11-20 23:22:58,383 - Epoch: [41][ 3200/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.000063 Time 0.549525 +2023-11-20 23:23:52,986 - Epoch: [41][ 3300/12168] Overall Loss 0.013354 Objective Loss 0.000000 Distill Loss 0.013354 LR 0.000063 Time 0.549419 +2023-11-20 23:24:47,639 - Epoch: [41][ 3400/12168] Overall Loss 0.013356 Objective Loss 0.000000 Distill Loss 0.013356 LR 0.000063 Time 0.549333 +2023-11-20 23:25:42,308 - Epoch: [41][ 3500/12168] Overall Loss 0.013356 Objective Loss 0.000000 Distill Loss 0.013356 LR 0.000063 Time 0.549256 +2023-11-20 23:26:37,081 - Epoch: [41][ 3600/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.000063 Time 0.549213 +2023-11-20 23:27:31,777 - Epoch: [41][ 3700/12168] Overall Loss 0.013356 Objective Loss 0.000000 Distill Loss 0.013356 LR 0.000063 Time 0.549151 +2023-11-20 23:28:26,395 - Epoch: [41][ 3800/12168] Overall Loss 0.013356 Objective Loss 0.000000 Distill Loss 0.013356 LR 0.000063 Time 0.549072 +2023-11-20 23:29:21,091 - Epoch: [41][ 3900/12168] Overall Loss 0.013356 Objective Loss 0.000000 Distill Loss 0.013356 LR 0.000063 Time 0.549017 +2023-11-20 23:30:15,761 - Epoch: [41][ 4000/12168] Overall Loss 0.013354 Objective Loss 0.000000 Distill Loss 0.013354 LR 0.000063 Time 0.548959 +2023-11-20 23:31:10,383 - Epoch: [41][ 4100/12168] Overall Loss 0.013355 Objective Loss 0.000000 Distill Loss 0.013355 LR 0.000063 Time 0.548891 +2023-11-20 23:32:05,159 - Epoch: [41][ 4200/12168] Overall Loss 0.013354 Objective Loss 0.000000 Distill Loss 0.013354 LR 0.000063 Time 0.548864 +2023-11-20 23:32:59,874 - Epoch: [41][ 4300/12168] Overall Loss 0.013353 Objective Loss 0.000000 Distill Loss 0.013353 LR 0.000063 Time 0.548823 +2023-11-20 23:33:54,538 - Epoch: [41][ 4400/12168] Overall Loss 0.013352 Objective Loss 0.000000 Distill Loss 0.013352 LR 0.000063 Time 0.548773 +2023-11-20 23:34:49,257 - Epoch: [41][ 4500/12168] Overall Loss 0.013353 Objective Loss 0.000000 Distill Loss 0.013353 LR 0.000063 Time 0.548737 +2023-11-20 23:35:43,965 - Epoch: [41][ 4600/12168] Overall Loss 0.013353 Objective Loss 0.000000 Distill Loss 0.013353 LR 0.000063 Time 0.548700 +2023-11-20 23:36:38,673 - Epoch: [41][ 4700/12168] Overall Loss 0.013351 Objective Loss 0.000000 Distill Loss 0.013351 LR 0.000063 Time 0.548665 +2023-11-20 23:37:33,375 - Epoch: [41][ 4800/12168] Overall Loss 0.013351 Objective Loss 0.000000 Distill Loss 0.013351 LR 0.000063 Time 0.548630 +2023-11-20 23:38:28,046 - Epoch: [41][ 4900/12168] Overall Loss 0.013350 Objective Loss 0.000000 Distill Loss 0.013350 LR 0.000063 Time 0.548590 +2023-11-20 23:39:22,620 - Epoch: [41][ 5000/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.000063 Time 0.548533 +2023-11-20 23:40:17,284 - Epoch: [41][ 5100/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.000063 Time 0.548495 +2023-11-20 23:41:12,013 - Epoch: [41][ 5200/12168] Overall Loss 0.013349 Objective Loss 0.000000 Distill Loss 0.013349 LR 0.000063 Time 0.548471 +2023-11-20 23:42:06,757 - Epoch: [41][ 5300/12168] Overall Loss 0.013348 Objective Loss 0.000000 Distill Loss 0.013348 LR 0.000063 Time 0.548451 +2023-11-20 23:43:01,409 - Epoch: [41][ 5400/12168] Overall Loss 0.013348 Objective Loss 0.000000 Distill Loss 0.013348 LR 0.000063 Time 0.548415 +2023-11-20 23:43:56,106 - Epoch: [41][ 5500/12168] Overall Loss 0.013348 Objective Loss 0.000000 Distill Loss 0.013348 LR 0.000063 Time 0.548388 +2023-11-20 23:44:50,880 - Epoch: [41][ 5600/12168] Overall Loss 0.013347 Objective Loss 0.000000 Distill Loss 0.013347 LR 0.000063 Time 0.548376 +2023-11-20 23:45:45,648 - Epoch: [41][ 5700/12168] Overall Loss 0.013347 Objective Loss 0.000000 Distill Loss 0.013347 LR 0.000063 Time 0.548363 +2023-11-20 23:46:40,386 - Epoch: [41][ 5800/12168] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.000063 Time 0.548346 +2023-11-20 23:47:35,133 - Epoch: [41][ 5900/12168] Overall Loss 0.013346 Objective Loss 0.000000 Distill Loss 0.013346 LR 0.000063 Time 0.548330 +2023-11-20 23:48:29,844 - Epoch: [41][ 6000/12168] Overall Loss 0.013346 Objective Loss 0.000000 Distill Loss 0.013346 LR 0.000063 Time 0.548309 +2023-11-20 23:49:24,582 - Epoch: [41][ 6100/12168] Overall Loss 0.013346 Objective Loss 0.000000 Distill Loss 0.013346 LR 0.000063 Time 0.548294 +2023-11-20 23:50:19,346 - Epoch: [41][ 6200/12168] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.000063 Time 0.548283 +2023-11-20 23:51:14,021 - Epoch: [41][ 6300/12168] Overall Loss 0.013346 Objective Loss 0.000000 Distill Loss 0.013346 LR 0.000063 Time 0.548258 +2023-11-20 23:52:08,797 - Epoch: [41][ 6400/12168] Overall Loss 0.013346 Objective Loss 0.000000 Distill Loss 0.013346 LR 0.000063 Time 0.548250 +2023-11-20 23:53:03,477 - Epoch: [41][ 6500/12168] Overall Loss 0.013346 Objective Loss 0.000000 Distill Loss 0.013346 LR 0.000063 Time 0.548227 +2023-11-20 23:53:58,146 - Epoch: [41][ 6600/12168] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.000063 Time 0.548203 +2023-11-20 23:54:52,831 - Epoch: [41][ 6700/12168] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.000063 Time 0.548182 +2023-11-20 23:55:47,654 - Epoch: [41][ 6800/12168] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.000063 Time 0.548183 +2023-11-20 23:56:42,415 - Epoch: [41][ 6900/12168] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.000063 Time 0.548174 +2023-11-20 23:57:37,184 - Epoch: [41][ 7000/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548167 +2023-11-20 23:58:31,915 - Epoch: [41][ 7100/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.548154 +2023-11-20 23:59:26,697 - Epoch: [41][ 7200/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548149 +2023-11-21 00:00:21,396 - Epoch: [41][ 7300/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548133 +2023-11-21 00:01:16,157 - Epoch: [41][ 7400/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548125 +2023-11-21 00:02:10,827 - Epoch: [41][ 7500/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.548106 +2023-11-21 00:03:05,587 - Epoch: [41][ 7600/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548099 +2023-11-21 00:04:00,311 - Epoch: [41][ 7700/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548087 +2023-11-21 00:04:55,116 - Epoch: [41][ 7800/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548086 +2023-11-21 00:05:49,938 - Epoch: [41][ 7900/12168] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.000063 Time 0.548088 +2023-11-21 00:06:44,709 - Epoch: [41][ 8000/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548083 +2023-11-21 00:07:39,387 - Epoch: [41][ 8100/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548066 +2023-11-21 00:08:34,087 - Epoch: [41][ 8200/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548053 +2023-11-21 00:09:28,765 - Epoch: [41][ 8300/12168] Overall Loss 0.013344 Objective Loss 0.000000 Distill Loss 0.013344 LR 0.000063 Time 0.548037 +2023-11-21 00:10:23,484 - Epoch: [41][ 8400/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.548026 +2023-11-21 00:11:18,120 - Epoch: [41][ 8500/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.548006 +2023-11-21 00:12:12,905 - Epoch: [41][ 8600/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.548004 +2023-11-21 00:13:07,677 - Epoch: [41][ 8700/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.548001 +2023-11-21 00:14:02,382 - Epoch: [41][ 8800/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547989 +2023-11-21 00:14:57,130 - Epoch: [41][ 8900/12168] Overall Loss 0.013341 Objective Loss 0.000000 Distill Loss 0.013341 LR 0.000063 Time 0.547983 +2023-11-21 00:15:51,907 - Epoch: [41][ 9000/12168] Overall Loss 0.013341 Objective Loss 0.000000 Distill Loss 0.013341 LR 0.000063 Time 0.547981 +2023-11-21 00:16:46,482 - Epoch: [41][ 9100/12168] Overall Loss 0.013341 Objective Loss 0.000000 Distill Loss 0.013341 LR 0.000063 Time 0.547956 +2023-11-21 00:17:41,226 - Epoch: [41][ 9200/12168] Overall Loss 0.013341 Objective Loss 0.000000 Distill Loss 0.013341 LR 0.000063 Time 0.547950 +2023-11-21 00:18:35,956 - Epoch: [41][ 9300/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547943 +2023-11-21 00:19:30,728 - Epoch: [41][ 9400/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547940 +2023-11-21 00:20:25,430 - Epoch: [41][ 9500/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547930 +2023-11-21 00:21:20,179 - Epoch: [41][ 9600/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547925 +2023-11-21 00:22:14,881 - Epoch: [41][ 9700/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547915 +2023-11-21 00:23:09,727 - Epoch: [41][ 9800/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547921 +2023-11-21 00:24:04,565 - Epoch: [41][ 9900/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547925 +2023-11-21 00:24:59,450 - Epoch: [41][10000/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547934 +2023-11-21 00:25:54,113 - Epoch: [41][10100/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547921 +2023-11-21 00:26:48,858 - Epoch: [41][10200/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547916 +2023-11-21 00:27:43,663 - Epoch: [41][10300/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547917 +2023-11-21 00:28:38,432 - Epoch: [41][10400/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547914 +2023-11-21 00:29:33,166 - Epoch: [41][10500/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547908 +2023-11-21 00:30:27,939 - Epoch: [41][10600/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547906 +2023-11-21 00:31:22,747 - Epoch: [41][10700/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547908 +2023-11-21 00:32:17,437 - Epoch: [41][10800/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547898 +2023-11-21 00:33:12,175 - Epoch: [41][10900/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547893 +2023-11-21 00:34:06,984 - Epoch: [41][11000/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547895 +2023-11-21 00:35:01,727 - Epoch: [41][11100/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547890 +2023-11-21 00:35:56,522 - Epoch: [41][11200/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547890 +2023-11-21 00:36:51,287 - Epoch: [41][11300/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547888 +2023-11-21 00:37:45,974 - Epoch: [41][11400/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547879 +2023-11-21 00:38:40,725 - Epoch: [41][11500/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547875 +2023-11-21 00:39:35,516 - Epoch: [41][11600/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547875 +2023-11-21 00:40:30,309 - Epoch: [41][11700/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547875 +2023-11-21 00:41:25,103 - Epoch: [41][11800/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547876 +2023-11-21 00:42:19,925 - Epoch: [41][11900/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547878 +2023-11-21 00:43:14,606 - Epoch: [41][12000/12168] Overall Loss 0.013343 Objective Loss 0.000000 Distill Loss 0.013343 LR 0.000063 Time 0.547869 +2023-11-21 00:44:09,219 - Epoch: [41][12100/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547855 +2023-11-21 00:44:46,248 - Epoch: [41][12168/12168] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.000063 Time 0.547836 +2023-11-21 00:44:46,617 - --- validate (epoch=41)----------- +2023-11-21 00:44:46,618 - 167951 samples (256 per mini-batch) +2023-11-21 00:45:37,549 - Epoch: [41][ 100/ 657] Loss 0.000000 Overall Loss 0.013864 +2023-11-21 00:46:26,219 - Epoch: [41][ 200/ 657] Loss 0.000000 Overall Loss 0.013885 +2023-11-21 00:47:14,850 - Epoch: [41][ 300/ 657] Loss 0.000000 Overall Loss 0.013885 +2023-11-21 00:48:03,530 - Epoch: [41][ 400/ 657] Loss 0.000000 Overall Loss 0.013892 +2023-11-21 00:48:52,232 - Epoch: [41][ 500/ 657] Loss 0.000000 Overall Loss 0.013892 +2023-11-21 00:49:40,909 - Epoch: [41][ 600/ 657] Loss 0.000000 Overall Loss 0.013898 +2023-11-21 00:50:08,191 - Epoch: [41][ 657/ 657] Loss 0.000000 Overall Loss 0.013896 +2023-11-21 00:50:08,399 - ==> Overall Loss: 0.014 + +2023-11-21 00:50:08,401 - ==> Best [Overall Loss: 0.013888 on epoch: 36] +2023-11-21 00:50:08,401 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 00:50:08,422 - + +2023-11-21 00:50:08,422 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 00:51:12,764 - Epoch: [42][ 100/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.643376 +2023-11-21 00:52:07,312 - Epoch: [42][ 200/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.594416 +2023-11-21 00:53:02,029 - Epoch: [42][ 300/12168] Overall Loss 0.013336 Objective Loss 0.000000 Distill Loss 0.013336 LR 0.000063 Time 0.578656 +2023-11-21 00:53:56,615 - Epoch: [42][ 400/12168] Overall Loss 0.013327 Objective Loss 0.000000 Distill Loss 0.013327 LR 0.000063 Time 0.570451 +2023-11-21 00:54:51,252 - Epoch: [42][ 500/12168] Overall Loss 0.013323 Objective Loss 0.000000 Distill Loss 0.013323 LR 0.000063 Time 0.565629 +2023-11-21 00:55:45,834 - Epoch: [42][ 600/12168] Overall Loss 0.013324 Objective Loss 0.000000 Distill Loss 0.013324 LR 0.000063 Time 0.562322 +2023-11-21 00:56:40,426 - Epoch: [42][ 700/12168] Overall Loss 0.013319 Objective Loss 0.000000 Distill Loss 0.013319 LR 0.000063 Time 0.559974 +2023-11-21 00:57:35,026 - Epoch: [42][ 800/12168] Overall Loss 0.013325 Objective Loss 0.000000 Distill Loss 0.013325 LR 0.000063 Time 0.558223 +2023-11-21 00:58:29,655 - Epoch: [42][ 900/12168] Overall Loss 0.013325 Objective Loss 0.000000 Distill Loss 0.013325 LR 0.000063 Time 0.556894 +2023-11-21 00:59:24,317 - Epoch: [42][ 1000/12168] Overall Loss 0.013334 Objective Loss 0.000000 Distill Loss 0.013334 LR 0.000063 Time 0.555863 +2023-11-21 01:00:18,886 - Epoch: [42][ 1100/12168] Overall Loss 0.013338 Objective Loss 0.000000 Distill Loss 0.013338 LR 0.000063 Time 0.554936 +2023-11-21 01:01:13,524 - Epoch: [42][ 1200/12168] Overall Loss 0.013331 Objective Loss 0.000000 Distill Loss 0.013331 LR 0.000063 Time 0.554220 +2023-11-21 01:02:08,265 - Epoch: [42][ 1300/12168] Overall Loss 0.013325 Objective Loss 0.000000 Distill Loss 0.013325 LR 0.000063 Time 0.553694 +2023-11-21 01:03:02,922 - Epoch: [42][ 1400/12168] Overall Loss 0.013327 Objective Loss 0.000000 Distill Loss 0.013327 LR 0.000063 Time 0.553183 +2023-11-21 01:03:57,617 - Epoch: [42][ 1500/12168] Overall Loss 0.013330 Objective Loss 0.000000 Distill Loss 0.013330 LR 0.000063 Time 0.552765 +2023-11-21 01:04:52,293 - Epoch: [42][ 1600/12168] Overall Loss 0.013331 Objective Loss 0.000000 Distill Loss 0.013331 LR 0.000063 Time 0.552388 +2023-11-21 01:05:46,954 - Epoch: [42][ 1700/12168] Overall Loss 0.013333 Objective Loss 0.000000 Distill Loss 0.013333 LR 0.000063 Time 0.552046 +2023-11-21 01:06:41,823 - Epoch: [42][ 1800/12168] Overall Loss 0.013331 Objective Loss 0.000000 Distill Loss 0.013331 LR 0.000063 Time 0.551858 +2023-11-21 01:07:36,555 - Epoch: [42][ 1900/12168] Overall Loss 0.013330 Objective Loss 0.000000 Distill Loss 0.013330 LR 0.000063 Time 0.551617 +2023-11-21 01:08:31,231 - Epoch: [42][ 2000/12168] Overall Loss 0.013327 Objective Loss 0.000000 Distill Loss 0.013327 LR 0.000063 Time 0.551373 +2023-11-21 01:09:25,859 - Epoch: [42][ 2100/12168] Overall Loss 0.013329 Objective Loss 0.000000 Distill Loss 0.013329 LR 0.000063 Time 0.551129 +2023-11-21 01:10:20,593 - Epoch: [42][ 2200/12168] Overall Loss 0.013328 Objective Loss 0.000000 Distill Loss 0.013328 LR 0.000063 Time 0.550955 +2023-11-21 01:11:15,183 - Epoch: [42][ 2300/12168] Overall Loss 0.013324 Objective Loss 0.000000 Distill Loss 0.013324 LR 0.000063 Time 0.550734 +2023-11-21 01:12:09,784 - Epoch: [42][ 2400/12168] Overall Loss 0.013322 Objective Loss 0.000000 Distill Loss 0.013322 LR 0.000063 Time 0.550536 +2023-11-21 01:13:04,460 - Epoch: [42][ 2500/12168] Overall Loss 0.013319 Objective Loss 0.000000 Distill Loss 0.013319 LR 0.000063 Time 0.550384 +2023-11-21 01:13:59,101 - Epoch: [42][ 2600/12168] Overall Loss 0.013315 Objective Loss 0.000000 Distill Loss 0.013315 LR 0.000063 Time 0.550229 +2023-11-21 01:14:53,789 - Epoch: [42][ 2700/12168] Overall Loss 0.013316 Objective Loss 0.000000 Distill Loss 0.013316 LR 0.000063 Time 0.550104 +2023-11-21 01:15:48,501 - Epoch: [42][ 2800/12168] Overall Loss 0.013316 Objective Loss 0.000000 Distill Loss 0.013316 LR 0.000063 Time 0.549997 +2023-11-21 01:16:43,167 - Epoch: [42][ 2900/12168] Overall Loss 0.013318 Objective Loss 0.000000 Distill Loss 0.013318 LR 0.000063 Time 0.549880 +2023-11-21 01:17:37,763 - Epoch: [42][ 3000/12168] Overall Loss 0.013317 Objective Loss 0.000000 Distill Loss 0.013317 LR 0.000063 Time 0.549749 +2023-11-21 01:18:32,394 - Epoch: [42][ 3100/12168] Overall Loss 0.013313 Objective Loss 0.000000 Distill Loss 0.013313 LR 0.000063 Time 0.549637 +2023-11-21 01:19:26,991 - Epoch: [42][ 3200/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.549521 +2023-11-21 01:20:21,637 - Epoch: [42][ 3300/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.549428 +2023-11-21 01:21:16,344 - Epoch: [42][ 3400/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.549358 +2023-11-21 01:22:10,934 - Epoch: [42][ 3500/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.549258 +2023-11-21 01:23:05,528 - Epoch: [42][ 3600/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.549165 +2023-11-21 01:24:00,605 - Epoch: [42][ 3700/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.549207 +2023-11-21 01:24:55,369 - Epoch: [42][ 3800/12168] Overall Loss 0.013314 Objective Loss 0.000000 Distill Loss 0.013314 LR 0.000063 Time 0.549165 +2023-11-21 01:25:49,957 - Epoch: [42][ 3900/12168] Overall Loss 0.013314 Objective Loss 0.000000 Distill Loss 0.013314 LR 0.000063 Time 0.549080 +2023-11-21 01:26:44,651 - Epoch: [42][ 4000/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.549026 +2023-11-21 01:27:39,261 - Epoch: [42][ 4100/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548954 +2023-11-21 01:28:34,012 - Epoch: [42][ 4200/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548919 +2023-11-21 01:29:28,623 - Epoch: [42][ 4300/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548853 +2023-11-21 01:30:23,267 - Epoch: [42][ 4400/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548797 +2023-11-21 01:31:17,868 - Epoch: [42][ 4500/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548735 +2023-11-21 01:32:12,471 - Epoch: [42][ 4600/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548675 +2023-11-21 01:33:07,185 - Epoch: [42][ 4700/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548642 +2023-11-21 01:34:01,958 - Epoch: [42][ 4800/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548622 +2023-11-21 01:34:56,481 - Epoch: [42][ 4900/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548552 +2023-11-21 01:35:51,120 - Epoch: [42][ 5000/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548508 +2023-11-21 01:36:45,702 - Epoch: [42][ 5100/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548455 +2023-11-21 01:37:40,253 - Epoch: [42][ 5200/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548398 +2023-11-21 01:38:34,827 - Epoch: [42][ 5300/12168] Overall Loss 0.013313 Objective Loss 0.000000 Distill Loss 0.013313 LR 0.000063 Time 0.548347 +2023-11-21 01:39:29,525 - Epoch: [42][ 5400/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.548321 +2023-11-21 01:40:24,143 - Epoch: [42][ 5500/12168] Overall Loss 0.013313 Objective Loss 0.000000 Distill Loss 0.013313 LR 0.000063 Time 0.548282 +2023-11-21 01:41:18,697 - Epoch: [42][ 5600/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548232 +2023-11-21 01:42:13,282 - Epoch: [42][ 5700/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548190 +2023-11-21 01:43:07,961 - Epoch: [42][ 5800/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548165 +2023-11-21 01:44:02,587 - Epoch: [42][ 5900/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548133 +2023-11-21 01:44:57,132 - Epoch: [42][ 6000/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548087 +2023-11-21 01:45:51,836 - Epoch: [42][ 6100/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548070 +2023-11-21 01:46:46,409 - Epoch: [42][ 6200/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548031 +2023-11-21 01:47:41,047 - Epoch: [42][ 6300/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548005 +2023-11-21 01:48:35,728 - Epoch: [42][ 6400/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.547986 +2023-11-21 01:49:30,301 - Epoch: [42][ 6500/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.547951 +2023-11-21 01:50:24,879 - Epoch: [42][ 6600/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.547917 +2023-11-21 01:51:19,564 - Epoch: [42][ 6700/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.547901 +2023-11-21 01:52:14,289 - Epoch: [42][ 6800/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.547891 +2023-11-21 01:53:08,909 - Epoch: [42][ 6900/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.547866 +2023-11-21 01:54:03,787 - Epoch: [42][ 7000/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.547878 +2023-11-21 01:54:58,941 - Epoch: [42][ 7100/12168] Overall Loss 0.013307 Objective Loss 0.000000 Distill Loss 0.013307 LR 0.000063 Time 0.547929 +2023-11-21 01:55:54,305 - Epoch: [42][ 7200/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548008 +2023-11-21 01:56:49,431 - Epoch: [42][ 7300/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548052 +2023-11-21 01:57:44,757 - Epoch: [42][ 7400/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548122 +2023-11-21 01:58:39,707 - Epoch: [42][ 7500/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548140 +2023-11-21 01:59:34,655 - Epoch: [42][ 7600/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548157 +2023-11-21 02:00:29,463 - Epoch: [42][ 7700/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548156 +2023-11-21 02:01:24,372 - Epoch: [42][ 7800/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548168 +2023-11-21 02:02:19,114 - Epoch: [42][ 7900/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548158 +2023-11-21 02:03:13,820 - Epoch: [42][ 8000/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548144 +2023-11-21 02:04:08,652 - Epoch: [42][ 8100/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548145 +2023-11-21 02:05:03,561 - Epoch: [42][ 8200/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548156 +2023-11-21 02:05:58,420 - Epoch: [42][ 8300/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548161 +2023-11-21 02:06:53,093 - Epoch: [42][ 8400/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548144 +2023-11-21 02:07:47,975 - Epoch: [42][ 8500/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548151 +2023-11-21 02:08:42,854 - Epoch: [42][ 8600/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548158 +2023-11-21 02:09:37,623 - Epoch: [42][ 8700/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548153 +2023-11-21 02:10:32,492 - Epoch: [42][ 8800/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548159 +2023-11-21 02:11:27,617 - Epoch: [42][ 8900/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548193 +2023-11-21 02:12:22,398 - Epoch: [42][ 9000/12168] Overall Loss 0.013308 Objective Loss 0.000000 Distill Loss 0.013308 LR 0.000063 Time 0.548188 +2023-11-21 02:13:17,156 - Epoch: [42][ 9100/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548181 +2023-11-21 02:14:11,981 - Epoch: [42][ 9200/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548182 +2023-11-21 02:15:06,687 - Epoch: [42][ 9300/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548169 +2023-11-21 02:16:01,385 - Epoch: [42][ 9400/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548156 +2023-11-21 02:16:56,071 - Epoch: [42][ 9500/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548142 +2023-11-21 02:17:50,897 - Epoch: [42][ 9600/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548143 +2023-11-21 02:18:45,692 - Epoch: [42][ 9700/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548141 +2023-11-21 02:19:40,433 - Epoch: [42][ 9800/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548133 +2023-11-21 02:20:35,157 - Epoch: [42][ 9900/12168] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.000063 Time 0.548124 +2023-11-21 02:21:29,882 - Epoch: [42][10000/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548115 +2023-11-21 02:22:24,499 - Epoch: [42][10100/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548095 +2023-11-21 02:23:19,176 - Epoch: [42][10200/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548082 +2023-11-21 02:24:13,965 - Epoch: [42][10300/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548080 +2023-11-21 02:25:08,770 - Epoch: [42][10400/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548079 +2023-11-21 02:26:03,512 - Epoch: [42][10500/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548073 +2023-11-21 02:26:58,068 - Epoch: [42][10600/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548049 +2023-11-21 02:27:52,754 - Epoch: [42][10700/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548037 +2023-11-21 02:28:47,436 - Epoch: [42][10800/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548026 +2023-11-21 02:29:42,225 - Epoch: [42][10900/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548024 +2023-11-21 02:30:36,940 - Epoch: [42][11000/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548016 +2023-11-21 02:31:31,678 - Epoch: [42][11100/12168] Overall Loss 0.013310 Objective Loss 0.000000 Distill Loss 0.013310 LR 0.000063 Time 0.548010 +2023-11-21 02:32:26,433 - Epoch: [42][11200/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.548006 +2023-11-21 02:33:21,118 - Epoch: [42][11300/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.547995 +2023-11-21 02:34:15,828 - Epoch: [42][11400/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.547987 +2023-11-21 02:35:10,544 - Epoch: [42][11500/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.547979 +2023-11-21 02:36:05,222 - Epoch: [42][11600/12168] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.000063 Time 0.547969 +2023-11-21 02:36:59,975 - Epoch: [42][11700/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.547965 +2023-11-21 02:37:54,599 - Epoch: [42][11800/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.547950 +2023-11-21 02:38:49,243 - Epoch: [42][11900/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.547937 +2023-11-21 02:39:43,815 - Epoch: [42][12000/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.547918 +2023-11-21 02:40:38,571 - Epoch: [42][12100/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.547915 +2023-11-21 02:41:15,881 - Epoch: [42][12168/12168] Overall Loss 0.013312 Objective Loss 0.000000 Distill Loss 0.013312 LR 0.000063 Time 0.547919 +2023-11-21 02:41:16,248 - --- validate (epoch=42)----------- +2023-11-21 02:41:16,248 - 167951 samples (256 per mini-batch) +2023-11-21 02:42:06,903 - Epoch: [42][ 100/ 657] Loss 0.000000 Overall Loss 0.014037 +2023-11-21 02:42:55,611 - Epoch: [42][ 200/ 657] Loss 0.000000 Overall Loss 0.014018 +2023-11-21 02:43:44,312 - Epoch: [42][ 300/ 657] Loss 0.000000 Overall Loss 0.014019 +2023-11-21 02:44:33,047 - Epoch: [42][ 400/ 657] Loss 0.000000 Overall Loss 0.014010 +2023-11-21 02:45:21,761 - Epoch: [42][ 500/ 657] Loss 0.000000 Overall Loss 0.014006 +2023-11-21 02:46:10,433 - Epoch: [42][ 600/ 657] Loss 0.000000 Overall Loss 0.014008 +2023-11-21 02:46:37,714 - Epoch: [42][ 657/ 657] Loss 0.000000 Overall Loss 0.014007 +2023-11-21 02:46:37,914 - ==> Overall Loss: 0.014 + +2023-11-21 02:46:37,916 - ==> Best [Overall Loss: 0.013888 on epoch: 36] +2023-11-21 02:46:37,916 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 02:46:37,937 - + +2023-11-21 02:46:37,937 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 02:47:41,709 - Epoch: [43][ 100/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.637675 +2023-11-21 02:48:36,349 - Epoch: [43][ 200/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.592023 +2023-11-21 02:49:30,920 - Epoch: [43][ 300/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.576574 +2023-11-21 02:50:25,615 - Epoch: [43][ 400/12168] Overall Loss 0.013287 Objective Loss 0.000000 Distill Loss 0.013287 LR 0.000063 Time 0.569161 +2023-11-21 02:51:20,266 - Epoch: [43][ 500/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.000063 Time 0.564624 +2023-11-21 02:52:14,809 - Epoch: [43][ 600/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.561421 +2023-11-21 02:53:09,500 - Epoch: [43][ 700/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.559343 +2023-11-21 02:54:04,147 - Epoch: [43][ 800/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.557730 +2023-11-21 02:54:58,834 - Epoch: [43][ 900/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.556519 +2023-11-21 02:55:53,510 - Epoch: [43][ 1000/12168] Overall Loss 0.013283 Objective Loss 0.000000 Distill Loss 0.013283 LR 0.000063 Time 0.555540 +2023-11-21 02:56:48,177 - Epoch: [43][ 1100/12168] Overall Loss 0.013288 Objective Loss 0.000000 Distill Loss 0.013288 LR 0.000063 Time 0.554731 +2023-11-21 02:57:42,866 - Epoch: [43][ 1200/12168] Overall Loss 0.013288 Objective Loss 0.000000 Distill Loss 0.013288 LR 0.000063 Time 0.554075 +2023-11-21 02:58:37,514 - Epoch: [43][ 1300/12168] Overall Loss 0.013288 Objective Loss 0.000000 Distill Loss 0.013288 LR 0.000063 Time 0.553489 +2023-11-21 02:59:32,187 - Epoch: [43][ 1400/12168] Overall Loss 0.013290 Objective Loss 0.000000 Distill Loss 0.013290 LR 0.000063 Time 0.553004 +2023-11-21 03:00:26,984 - Epoch: [43][ 1500/12168] Overall Loss 0.013297 Objective Loss 0.000000 Distill Loss 0.013297 LR 0.000063 Time 0.552666 +2023-11-21 03:01:21,846 - Epoch: [43][ 1600/12168] Overall Loss 0.013297 Objective Loss 0.000000 Distill Loss 0.013297 LR 0.000063 Time 0.552411 +2023-11-21 03:02:16,745 - Epoch: [43][ 1700/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.552208 +2023-11-21 03:03:11,498 - Epoch: [43][ 1800/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.551946 +2023-11-21 03:04:06,313 - Epoch: [43][ 1900/12168] Overall Loss 0.013301 Objective Loss 0.000000 Distill Loss 0.013301 LR 0.000063 Time 0.551745 +2023-11-21 03:05:01,054 - Epoch: [43][ 2000/12168] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.000063 Time 0.551527 +2023-11-21 03:05:55,780 - Epoch: [43][ 2100/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.551322 +2023-11-21 03:06:50,568 - Epoch: [43][ 2200/12168] Overall Loss 0.013303 Objective Loss 0.000000 Distill Loss 0.013303 LR 0.000063 Time 0.551164 +2023-11-21 03:07:45,376 - Epoch: [43][ 2300/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.551028 +2023-11-21 03:08:40,172 - Epoch: [43][ 2400/12168] Overall Loss 0.013300 Objective Loss 0.000000 Distill Loss 0.013300 LR 0.000063 Time 0.550899 +2023-11-21 03:09:34,961 - Epoch: [43][ 2500/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.550778 +2023-11-21 03:10:29,816 - Epoch: [43][ 2600/12168] Overall Loss 0.013297 Objective Loss 0.000000 Distill Loss 0.013297 LR 0.000063 Time 0.550690 +2023-11-21 03:11:24,654 - Epoch: [43][ 2700/12168] Overall Loss 0.013298 Objective Loss 0.000000 Distill Loss 0.013298 LR 0.000063 Time 0.550604 +2023-11-21 03:12:19,479 - Epoch: [43][ 2800/12168] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.000063 Time 0.550519 +2023-11-21 03:13:14,544 - Epoch: [43][ 2900/12168] Overall Loss 0.013298 Objective Loss 0.000000 Distill Loss 0.013298 LR 0.000063 Time 0.550522 +2023-11-21 03:14:09,379 - Epoch: [43][ 3000/12168] Overall Loss 0.013297 Objective Loss 0.000000 Distill Loss 0.013297 LR 0.000063 Time 0.550448 +2023-11-21 03:15:04,095 - Epoch: [43][ 3100/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.550341 +2023-11-21 03:15:59,024 - Epoch: [43][ 3200/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.550307 +2023-11-21 03:16:53,689 - Epoch: [43][ 3300/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.550196 +2023-11-21 03:17:48,589 - Epoch: [43][ 3400/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.550160 +2023-11-21 03:18:43,333 - Epoch: [43][ 3500/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.550081 +2023-11-21 03:19:38,143 - Epoch: [43][ 3600/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.550025 +2023-11-21 03:20:32,872 - Epoch: [43][ 3700/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.549950 +2023-11-21 03:21:27,501 - Epoch: [43][ 3800/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.549853 +2023-11-21 03:22:22,183 - Epoch: [43][ 3900/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.549775 +2023-11-21 03:23:16,830 - Epoch: [43][ 4000/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.549691 +2023-11-21 03:24:11,565 - Epoch: [43][ 4100/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.549633 +2023-11-21 03:25:06,235 - Epoch: [43][ 4200/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.549563 +2023-11-21 03:26:01,009 - Epoch: [43][ 4300/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.549520 +2023-11-21 03:26:55,692 - Epoch: [43][ 4400/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.549458 +2023-11-21 03:27:50,393 - Epoch: [43][ 4500/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.549403 +2023-11-21 03:28:45,165 - Epoch: [43][ 4600/12168] Overall Loss 0.013290 Objective Loss 0.000000 Distill Loss 0.013290 LR 0.000063 Time 0.549365 +2023-11-21 03:29:39,979 - Epoch: [43][ 4700/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.549339 +2023-11-21 03:30:34,726 - Epoch: [43][ 4800/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.549299 +2023-11-21 03:31:29,445 - Epoch: [43][ 4900/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.549256 +2023-11-21 03:32:24,103 - Epoch: [43][ 5000/12168] Overall Loss 0.013290 Objective Loss 0.000000 Distill Loss 0.013290 LR 0.000063 Time 0.549201 +2023-11-21 03:33:18,827 - Epoch: [43][ 5100/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.549163 +2023-11-21 03:34:13,576 - Epoch: [43][ 5200/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.549130 +2023-11-21 03:35:08,271 - Epoch: [43][ 5300/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.549088 +2023-11-21 03:36:03,073 - Epoch: [43][ 5400/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.549068 +2023-11-21 03:36:57,816 - Epoch: [43][ 5500/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.549037 +2023-11-21 03:37:52,616 - Epoch: [43][ 5600/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.549018 +2023-11-21 03:38:47,483 - Epoch: [43][ 5700/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.549012 +2023-11-21 03:39:42,256 - Epoch: [43][ 5800/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548989 +2023-11-21 03:40:36,993 - Epoch: [43][ 5900/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548961 +2023-11-21 03:41:31,783 - Epoch: [43][ 6000/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548943 +2023-11-21 03:42:26,550 - Epoch: [43][ 6100/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548921 +2023-11-21 03:43:21,259 - Epoch: [43][ 6200/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548891 +2023-11-21 03:44:16,033 - Epoch: [43][ 6300/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.548872 +2023-11-21 03:45:10,743 - Epoch: [43][ 6400/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.548844 +2023-11-21 03:46:05,428 - Epoch: [43][ 6500/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.548813 +2023-11-21 03:47:00,136 - Epoch: [43][ 6600/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548786 +2023-11-21 03:47:54,775 - Epoch: [43][ 6700/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548750 +2023-11-21 03:48:49,627 - Epoch: [43][ 6800/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548746 +2023-11-21 03:49:44,269 - Epoch: [43][ 6900/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548712 +2023-11-21 03:50:39,021 - Epoch: [43][ 7000/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548695 +2023-11-21 03:51:33,821 - Epoch: [43][ 7100/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548684 +2023-11-21 03:52:28,544 - Epoch: [43][ 7200/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548664 +2023-11-21 03:53:23,165 - Epoch: [43][ 7300/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548630 +2023-11-21 03:54:17,958 - Epoch: [43][ 7400/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548620 +2023-11-21 03:55:12,640 - Epoch: [43][ 7500/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548596 +2023-11-21 03:56:07,306 - Epoch: [43][ 7600/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548570 +2023-11-21 03:57:01,964 - Epoch: [43][ 7700/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548543 +2023-11-21 03:57:56,579 - Epoch: [43][ 7800/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548512 +2023-11-21 03:58:51,276 - Epoch: [43][ 7900/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548492 +2023-11-21 03:59:45,985 - Epoch: [43][ 8000/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548474 +2023-11-21 04:00:40,717 - Epoch: [43][ 8100/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.548460 +2023-11-21 04:01:35,437 - Epoch: [43][ 8200/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.548444 +2023-11-21 04:02:30,162 - Epoch: [43][ 8300/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.548429 +2023-11-21 04:03:24,912 - Epoch: [43][ 8400/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.548418 +2023-11-21 04:04:19,672 - Epoch: [43][ 8500/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548408 +2023-11-21 04:05:14,343 - Epoch: [43][ 8600/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548388 +2023-11-21 04:06:08,977 - Epoch: [43][ 8700/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548364 +2023-11-21 04:07:03,811 - Epoch: [43][ 8800/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.548363 +2023-11-21 04:07:58,475 - Epoch: [43][ 8900/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548343 +2023-11-21 04:08:53,103 - Epoch: [43][ 9000/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.548320 +2023-11-21 04:09:47,769 - Epoch: [43][ 9100/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548302 +2023-11-21 04:10:42,439 - Epoch: [43][ 9200/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548284 +2023-11-21 04:11:37,250 - Epoch: [43][ 9300/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548282 +2023-11-21 04:12:32,041 - Epoch: [43][ 9400/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548277 +2023-11-21 04:13:26,816 - Epoch: [43][ 9500/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548272 +2023-11-21 04:14:21,613 - Epoch: [43][ 9600/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548268 +2023-11-21 04:15:16,267 - Epoch: [43][ 9700/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548250 +2023-11-21 04:16:10,898 - Epoch: [43][ 9800/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548230 +2023-11-21 04:17:05,542 - Epoch: [43][ 9900/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548211 +2023-11-21 04:18:00,174 - Epoch: [43][10000/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548192 +2023-11-21 04:18:54,831 - Epoch: [43][10100/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548176 +2023-11-21 04:19:49,480 - Epoch: [43][10200/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548159 +2023-11-21 04:20:44,022 - Epoch: [43][10300/12168] Overall Loss 0.013293 Objective Loss 0.000000 Distill Loss 0.013293 LR 0.000063 Time 0.548132 +2023-11-21 04:21:38,691 - Epoch: [43][10400/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548118 +2023-11-21 04:22:33,273 - Epoch: [43][10500/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.548096 +2023-11-21 04:23:27,999 - Epoch: [43][10600/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548088 +2023-11-21 04:24:22,820 - Epoch: [43][10700/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548088 +2023-11-21 04:25:17,512 - Epoch: [43][10800/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.548077 +2023-11-21 04:26:12,146 - Epoch: [43][10900/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548061 +2023-11-21 04:27:06,889 - Epoch: [43][11000/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548055 +2023-11-21 04:28:01,532 - Epoch: [43][11100/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548040 +2023-11-21 04:28:56,233 - Epoch: [43][11200/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548031 +2023-11-21 04:29:50,897 - Epoch: [43][11300/12168] Overall Loss 0.013295 Objective Loss 0.000000 Distill Loss 0.013295 LR 0.000063 Time 0.548018 +2023-11-21 04:30:45,537 - Epoch: [43][11400/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.548004 +2023-11-21 04:31:40,252 - Epoch: [43][11500/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547996 +2023-11-21 04:32:34,985 - Epoch: [43][11600/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547990 +2023-11-21 04:33:29,765 - Epoch: [43][11700/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547988 +2023-11-21 04:34:24,515 - Epoch: [43][11800/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547984 +2023-11-21 04:35:19,234 - Epoch: [43][11900/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547977 +2023-11-21 04:36:13,897 - Epoch: [43][12000/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547965 +2023-11-21 04:37:08,590 - Epoch: [43][12100/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547956 +2023-11-21 04:37:45,641 - Epoch: [43][12168/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.547939 +2023-11-21 04:37:46,009 - --- validate (epoch=43)----------- +2023-11-21 04:37:46,009 - 167951 samples (256 per mini-batch) +2023-11-21 04:38:36,522 - Epoch: [43][ 100/ 657] Loss 0.000000 Overall Loss 0.013889 +2023-11-21 04:39:25,221 - Epoch: [43][ 200/ 657] Loss 0.000000 Overall Loss 0.013850 +2023-11-21 04:40:13,894 - Epoch: [43][ 300/ 657] Loss 0.000000 Overall Loss 0.013852 +2023-11-21 04:41:02,576 - Epoch: [43][ 400/ 657] Loss 0.000000 Overall Loss 0.013856 +2023-11-21 04:41:51,283 - Epoch: [43][ 500/ 657] Loss 0.000000 Overall Loss 0.013852 +2023-11-21 04:42:39,951 - Epoch: [43][ 600/ 657] Loss 0.000000 Overall Loss 0.013845 +2023-11-21 04:43:07,235 - Epoch: [43][ 657/ 657] Loss 0.000000 Overall Loss 0.013845 +2023-11-21 04:43:07,449 - ==> Overall Loss: 0.014 + +2023-11-21 04:43:07,453 - ==> Best [Overall Loss: 0.013845 on epoch: 43] +2023-11-21 04:43:07,454 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 04:43:07,495 - + +2023-11-21 04:43:07,495 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 04:44:12,031 - Epoch: [44][ 100/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.645311 +2023-11-21 04:45:06,613 - Epoch: [44][ 200/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.595554 +2023-11-21 04:46:01,250 - Epoch: [44][ 300/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.579145 +2023-11-21 04:46:55,853 - Epoch: [44][ 400/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.570861 +2023-11-21 04:47:50,500 - Epoch: [44][ 500/12168] Overall Loss 0.013271 Objective Loss 0.000000 Distill Loss 0.013271 LR 0.000063 Time 0.565975 +2023-11-21 04:48:45,122 - Epoch: [44][ 600/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.000063 Time 0.562677 +2023-11-21 04:49:39,723 - Epoch: [44][ 700/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.560292 +2023-11-21 04:50:34,389 - Epoch: [44][ 800/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.558584 +2023-11-21 04:51:28,931 - Epoch: [44][ 900/12168] Overall Loss 0.013283 Objective Loss 0.000000 Distill Loss 0.013283 LR 0.000063 Time 0.557118 +2023-11-21 04:52:23,516 - Epoch: [44][ 1000/12168] Overall Loss 0.013290 Objective Loss 0.000000 Distill Loss 0.013290 LR 0.000063 Time 0.555988 +2023-11-21 04:53:18,197 - Epoch: [44][ 1100/12168] Overall Loss 0.013289 Objective Loss 0.000000 Distill Loss 0.013289 LR 0.000063 Time 0.555151 +2023-11-21 04:54:12,837 - Epoch: [44][ 1200/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.554419 +2023-11-21 04:55:07,516 - Epoch: [44][ 1300/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.553829 +2023-11-21 04:56:02,205 - Epoch: [44][ 1400/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.553332 +2023-11-21 04:56:56,813 - Epoch: [44][ 1500/12168] Overall Loss 0.013285 Objective Loss 0.000000 Distill Loss 0.013285 LR 0.000063 Time 0.552846 +2023-11-21 04:57:51,585 - Epoch: [44][ 1600/12168] Overall Loss 0.013288 Objective Loss 0.000000 Distill Loss 0.013288 LR 0.000063 Time 0.552523 +2023-11-21 04:58:46,197 - Epoch: [44][ 1700/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.552145 +2023-11-21 04:59:40,890 - Epoch: [44][ 1800/12168] Overall Loss 0.013291 Objective Loss 0.000000 Distill Loss 0.013291 LR 0.000063 Time 0.551853 +2023-11-21 05:00:35,734 - Epoch: [44][ 1900/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.551672 +2023-11-21 05:01:30,331 - Epoch: [44][ 2000/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.551385 +2023-11-21 05:02:24,954 - Epoch: [44][ 2100/12168] Overall Loss 0.013294 Objective Loss 0.000000 Distill Loss 0.013294 LR 0.000063 Time 0.551138 +2023-11-21 05:03:19,619 - Epoch: [44][ 2200/12168] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.000063 Time 0.550933 +2023-11-21 05:04:14,191 - Epoch: [44][ 2300/12168] Overall Loss 0.013287 Objective Loss 0.000000 Distill Loss 0.013287 LR 0.000063 Time 0.550705 +2023-11-21 05:05:08,826 - Epoch: [44][ 2400/12168] Overall Loss 0.013284 Objective Loss 0.000000 Distill Loss 0.013284 LR 0.000063 Time 0.550522 +2023-11-21 05:06:03,455 - Epoch: [44][ 2500/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.550351 +2023-11-21 05:06:58,186 - Epoch: [44][ 2600/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.550234 +2023-11-21 05:07:52,738 - Epoch: [44][ 2700/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.550058 +2023-11-21 05:08:47,414 - Epoch: [44][ 2800/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.549939 +2023-11-21 05:09:42,080 - Epoch: [44][ 2900/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.549824 +2023-11-21 05:10:36,630 - Epoch: [44][ 3000/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.549679 +2023-11-21 05:11:31,246 - Epoch: [44][ 3100/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.549565 +2023-11-21 05:12:25,890 - Epoch: [44][ 3200/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.549466 +2023-11-21 05:13:20,560 - Epoch: [44][ 3300/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.549381 +2023-11-21 05:14:15,266 - Epoch: [44][ 3400/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.549312 +2023-11-21 05:15:09,929 - Epoch: [44][ 3500/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.549235 +2023-11-21 05:16:04,501 - Epoch: [44][ 3600/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.549136 +2023-11-21 05:16:59,176 - Epoch: [44][ 3700/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.549071 +2023-11-21 05:17:53,810 - Epoch: [44][ 3800/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.548998 +2023-11-21 05:18:48,367 - Epoch: [44][ 3900/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.548909 +2023-11-21 05:19:43,105 - Epoch: [44][ 4000/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548870 +2023-11-21 05:20:37,785 - Epoch: [44][ 4100/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.548819 +2023-11-21 05:21:32,380 - Epoch: [44][ 4200/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548750 +2023-11-21 05:22:27,039 - Epoch: [44][ 4300/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548699 +2023-11-21 05:23:21,710 - Epoch: [44][ 4400/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548653 +2023-11-21 05:24:16,379 - Epoch: [44][ 4500/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548609 +2023-11-21 05:25:11,002 - Epoch: [44][ 4600/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548556 +2023-11-21 05:26:05,535 - Epoch: [44][ 4700/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548487 +2023-11-21 05:27:00,141 - Epoch: [44][ 4800/12168] Overall Loss 0.013273 Objective Loss 0.000000 Distill Loss 0.013273 LR 0.000063 Time 0.548436 +2023-11-21 05:27:54,745 - Epoch: [44][ 4900/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548386 +2023-11-21 05:28:49,371 - Epoch: [44][ 5000/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548343 +2023-11-21 05:29:44,041 - Epoch: [44][ 5100/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548311 +2023-11-21 05:30:38,710 - Epoch: [44][ 5200/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548279 +2023-11-21 05:31:33,307 - Epoch: [44][ 5300/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548235 +2023-11-21 05:32:27,972 - Epoch: [44][ 5400/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.548205 +2023-11-21 05:33:22,578 - Epoch: [44][ 5500/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.548165 +2023-11-21 05:34:17,104 - Epoch: [44][ 5600/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548113 +2023-11-21 05:35:11,778 - Epoch: [44][ 5700/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548088 +2023-11-21 05:36:06,393 - Epoch: [44][ 5800/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548054 +2023-11-21 05:37:00,989 - Epoch: [44][ 5900/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.548018 +2023-11-21 05:37:55,622 - Epoch: [44][ 6000/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547990 +2023-11-21 05:38:50,267 - Epoch: [44][ 6100/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547964 +2023-11-21 05:39:44,885 - Epoch: [44][ 6200/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547935 +2023-11-21 05:40:39,567 - Epoch: [44][ 6300/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547916 +2023-11-21 05:41:34,309 - Epoch: [44][ 6400/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547908 +2023-11-21 05:42:28,997 - Epoch: [44][ 6500/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547892 +2023-11-21 05:43:23,629 - Epoch: [44][ 6600/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547868 +2023-11-21 05:44:18,299 - Epoch: [44][ 6700/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547850 +2023-11-21 05:45:12,963 - Epoch: [44][ 6800/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547831 +2023-11-21 05:46:07,577 - Epoch: [44][ 6900/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547806 +2023-11-21 05:47:02,243 - Epoch: [44][ 7000/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547790 +2023-11-21 05:47:56,872 - Epoch: [44][ 7100/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547768 +2023-11-21 05:48:51,431 - Epoch: [44][ 7200/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547737 +2023-11-21 05:49:45,978 - Epoch: [44][ 7300/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547706 +2023-11-21 05:50:40,612 - Epoch: [44][ 7400/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547687 +2023-11-21 05:51:35,262 - Epoch: [44][ 7500/12168] Overall Loss 0.013273 Objective Loss 0.000000 Distill Loss 0.013273 LR 0.000063 Time 0.547671 +2023-11-21 05:52:29,933 - Epoch: [44][ 7600/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547658 +2023-11-21 05:53:24,761 - Epoch: [44][ 7700/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547665 +2023-11-21 05:54:19,426 - Epoch: [44][ 7800/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547652 +2023-11-21 05:55:14,080 - Epoch: [44][ 7900/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547638 +2023-11-21 05:56:08,856 - Epoch: [44][ 8000/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547639 +2023-11-21 05:57:03,474 - Epoch: [44][ 8100/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547620 +2023-11-21 05:57:58,181 - Epoch: [44][ 8200/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547613 +2023-11-21 05:58:52,972 - Epoch: [44][ 8300/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547617 +2023-11-21 05:59:47,661 - Epoch: [44][ 8400/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547607 +2023-11-21 06:00:42,305 - Epoch: [44][ 8500/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547593 +2023-11-21 06:01:36,973 - Epoch: [44][ 8600/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547582 +2023-11-21 06:02:31,730 - Epoch: [44][ 8700/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547582 +2023-11-21 06:03:26,426 - Epoch: [44][ 8800/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547574 +2023-11-21 06:04:21,279 - Epoch: [44][ 8900/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547585 +2023-11-21 06:05:15,957 - Epoch: [44][ 9000/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547576 +2023-11-21 06:06:10,680 - Epoch: [44][ 9100/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547572 +2023-11-21 06:07:05,341 - Epoch: [44][ 9200/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547561 +2023-11-21 06:08:00,086 - Epoch: [44][ 9300/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547559 +2023-11-21 06:08:54,769 - Epoch: [44][ 9400/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547551 +2023-11-21 06:09:49,414 - Epoch: [44][ 9500/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547539 +2023-11-21 06:10:44,101 - Epoch: [44][ 9600/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.547532 +2023-11-21 06:11:38,740 - Epoch: [44][ 9700/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547520 +2023-11-21 06:12:33,534 - Epoch: [44][ 9800/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547524 +2023-11-21 06:13:28,261 - Epoch: [44][ 9900/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547521 +2023-11-21 06:14:22,965 - Epoch: [44][10000/12168] Overall Loss 0.013275 Objective Loss 0.000000 Distill Loss 0.013275 LR 0.000063 Time 0.547516 +2023-11-21 06:15:17,624 - Epoch: [44][10100/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547506 +2023-11-21 06:16:12,359 - Epoch: [44][10200/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547504 +2023-11-21 06:17:07,089 - Epoch: [44][10300/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547502 +2023-11-21 06:18:01,776 - Epoch: [44][10400/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547496 +2023-11-21 06:18:56,432 - Epoch: [44][10500/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547487 +2023-11-21 06:19:51,291 - Epoch: [44][10600/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547497 +2023-11-21 06:20:46,015 - Epoch: [44][10700/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547494 +2023-11-21 06:21:40,710 - Epoch: [44][10800/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547489 +2023-11-21 06:22:35,352 - Epoch: [44][10900/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547479 +2023-11-21 06:23:29,993 - Epoch: [44][11000/12168] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.000063 Time 0.547469 +2023-11-21 06:24:24,619 - Epoch: [44][11100/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547457 +2023-11-21 06:25:19,299 - Epoch: [44][11200/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547451 +2023-11-21 06:26:14,010 - Epoch: [44][11300/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547448 +2023-11-21 06:27:08,634 - Epoch: [44][11400/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547437 +2023-11-21 06:28:03,384 - Epoch: [44][11500/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547437 +2023-11-21 06:28:58,118 - Epoch: [44][11600/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547436 +2023-11-21 06:29:52,788 - Epoch: [44][11700/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.547430 +2023-11-21 06:30:47,509 - Epoch: [44][11800/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547428 +2023-11-21 06:31:42,224 - Epoch: [44][11900/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547425 +2023-11-21 06:32:36,923 - Epoch: [44][12000/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.547421 +2023-11-21 06:33:31,600 - Epoch: [44][12100/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.547416 +2023-11-21 06:34:08,638 - Epoch: [44][12168/12168] Overall Loss 0.013279 Objective Loss 0.000000 Distill Loss 0.013279 LR 0.000063 Time 0.547400 +2023-11-21 06:34:09,010 - --- validate (epoch=44)----------- +2023-11-21 06:34:09,011 - 167951 samples (256 per mini-batch) +2023-11-21 06:34:59,901 - Epoch: [44][ 100/ 657] Loss 0.000000 Overall Loss 0.013965 +2023-11-21 06:35:48,572 - Epoch: [44][ 200/ 657] Loss 0.000000 Overall Loss 0.013928 +2023-11-21 06:36:37,236 - Epoch: [44][ 300/ 657] Loss 0.000000 Overall Loss 0.013923 +2023-11-21 06:37:25,903 - Epoch: [44][ 400/ 657] Loss 0.000000 Overall Loss 0.013926 +2023-11-21 06:38:14,597 - Epoch: [44][ 500/ 657] Loss 0.000000 Overall Loss 0.013926 +2023-11-21 06:39:03,273 - Epoch: [44][ 600/ 657] Loss 0.000000 Overall Loss 0.013928 +2023-11-21 06:39:30,571 - Epoch: [44][ 657/ 657] Loss 0.000000 Overall Loss 0.013932 +2023-11-21 06:39:30,775 - ==> Overall Loss: 0.014 + +2023-11-21 06:39:30,777 - ==> Best [Overall Loss: 0.013845 on epoch: 43] +2023-11-21 06:39:30,777 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 06:39:30,798 - + +2023-11-21 06:39:30,798 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 06:40:34,712 - Epoch: [45][ 100/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.639100 +2023-11-21 06:41:29,286 - Epoch: [45][ 200/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.592400 +2023-11-21 06:42:23,943 - Epoch: [45][ 300/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.577115 +2023-11-21 06:43:18,724 - Epoch: [45][ 400/12168] Overall Loss 0.013261 Objective Loss 0.000000 Distill Loss 0.013261 LR 0.000063 Time 0.569781 +2023-11-21 06:44:13,371 - Epoch: [45][ 500/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.000063 Time 0.565112 +2023-11-21 06:45:07,950 - Epoch: [45][ 600/12168] Overall Loss 0.013256 Objective Loss 0.000000 Distill Loss 0.013256 LR 0.000063 Time 0.561887 +2023-11-21 06:46:02,533 - Epoch: [45][ 700/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.559588 +2023-11-21 06:46:57,204 - Epoch: [45][ 800/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.557974 +2023-11-21 06:47:51,801 - Epoch: [45][ 900/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.556637 +2023-11-21 06:48:46,448 - Epoch: [45][ 1000/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.555617 +2023-11-21 06:49:41,093 - Epoch: [45][ 1100/12168] Overall Loss 0.013283 Objective Loss 0.000000 Distill Loss 0.013283 LR 0.000063 Time 0.554782 +2023-11-21 06:50:35,726 - Epoch: [45][ 1200/12168] Overall Loss 0.013282 Objective Loss 0.000000 Distill Loss 0.013282 LR 0.000063 Time 0.554074 +2023-11-21 06:51:30,349 - Epoch: [45][ 1300/12168] Overall Loss 0.013282 Objective Loss 0.000000 Distill Loss 0.013282 LR 0.000063 Time 0.553468 +2023-11-21 06:52:25,022 - Epoch: [45][ 1400/12168] Overall Loss 0.013283 Objective Loss 0.000000 Distill Loss 0.013283 LR 0.000063 Time 0.552985 +2023-11-21 06:53:19,677 - Epoch: [45][ 1500/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.552554 +2023-11-21 06:54:14,266 - Epoch: [45][ 1600/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.552136 +2023-11-21 06:55:08,819 - Epoch: [45][ 1700/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.551746 +2023-11-21 06:56:03,412 - Epoch: [45][ 1800/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.551421 +2023-11-21 06:56:57,945 - Epoch: [45][ 1900/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.551099 +2023-11-21 06:57:52,513 - Epoch: [45][ 2000/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.550827 +2023-11-21 06:58:47,137 - Epoch: [45][ 2100/12168] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.000063 Time 0.550607 +2023-11-21 06:59:41,852 - Epoch: [45][ 2200/12168] Overall Loss 0.013280 Objective Loss 0.000000 Distill Loss 0.013280 LR 0.000063 Time 0.550448 +2023-11-21 07:00:36,535 - Epoch: [45][ 2300/12168] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.000063 Time 0.550289 +2023-11-21 07:01:31,163 - Epoch: [45][ 2400/12168] Overall Loss 0.013277 Objective Loss 0.000000 Distill Loss 0.013277 LR 0.000063 Time 0.550121 +2023-11-21 07:02:25,818 - Epoch: [45][ 2500/12168] Overall Loss 0.013274 Objective Loss 0.000000 Distill Loss 0.013274 LR 0.000063 Time 0.549977 +2023-11-21 07:03:20,373 - Epoch: [45][ 2600/12168] Overall Loss 0.013271 Objective Loss 0.000000 Distill Loss 0.013271 LR 0.000063 Time 0.549805 +2023-11-21 07:04:14,979 - Epoch: [45][ 2700/12168] Overall Loss 0.013272 Objective Loss 0.000000 Distill Loss 0.013272 LR 0.000063 Time 0.549666 +2023-11-21 07:05:09,604 - Epoch: [45][ 2800/12168] Overall Loss 0.013271 Objective Loss 0.000000 Distill Loss 0.013271 LR 0.000063 Time 0.549543 +2023-11-21 07:06:04,204 - Epoch: [45][ 2900/12168] Overall Loss 0.013273 Objective Loss 0.000000 Distill Loss 0.013273 LR 0.000063 Time 0.549419 +2023-11-21 07:06:58,745 - Epoch: [45][ 3000/12168] Overall Loss 0.013273 Objective Loss 0.000000 Distill Loss 0.013273 LR 0.000063 Time 0.549284 +2023-11-21 07:07:53,336 - Epoch: [45][ 3100/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.000063 Time 0.549175 +2023-11-21 07:08:48,020 - Epoch: [45][ 3200/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.549101 +2023-11-21 07:09:42,621 - Epoch: [45][ 3300/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.549006 +2023-11-21 07:10:37,282 - Epoch: [45][ 3400/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.548935 +2023-11-21 07:11:31,795 - Epoch: [45][ 3500/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.548825 +2023-11-21 07:12:26,502 - Epoch: [45][ 3600/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.548776 +2023-11-21 07:13:21,091 - Epoch: [45][ 3700/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.548697 +2023-11-21 07:14:15,698 - Epoch: [45][ 3800/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.548627 +2023-11-21 07:15:10,300 - Epoch: [45][ 3900/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.548559 +2023-11-21 07:16:04,869 - Epoch: [45][ 4000/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.548487 +2023-11-21 07:16:59,539 - Epoch: [45][ 4100/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.548443 +2023-11-21 07:17:54,269 - Epoch: [45][ 4200/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.548415 +2023-11-21 07:18:48,936 - Epoch: [45][ 4300/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.548373 +2023-11-21 07:19:43,523 - Epoch: [45][ 4400/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.548316 +2023-11-21 07:20:38,108 - Epoch: [45][ 4500/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.548260 +2023-11-21 07:21:32,775 - Epoch: [45][ 4600/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.548225 +2023-11-21 07:22:27,508 - Epoch: [45][ 4700/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.548205 +2023-11-21 07:23:22,117 - Epoch: [45][ 4800/12168] Overall Loss 0.013263 Objective Loss 0.000000 Distill Loss 0.013263 LR 0.000063 Time 0.548160 +2023-11-21 07:24:16,762 - Epoch: [45][ 4900/12168] Overall Loss 0.013263 Objective Loss 0.000000 Distill Loss 0.013263 LR 0.000063 Time 0.548125 +2023-11-21 07:25:11,381 - Epoch: [45][ 5000/12168] Overall Loss 0.013262 Objective Loss 0.000000 Distill Loss 0.013262 LR 0.000063 Time 0.548086 +2023-11-21 07:26:06,056 - Epoch: [45][ 5100/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.548059 +2023-11-21 07:27:00,701 - Epoch: [45][ 5200/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.548028 +2023-11-21 07:27:55,363 - Epoch: [45][ 5300/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.548000 +2023-11-21 07:28:50,010 - Epoch: [45][ 5400/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547971 +2023-11-21 07:29:44,609 - Epoch: [45][ 5500/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547935 +2023-11-21 07:30:39,355 - Epoch: [45][ 5600/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547926 +2023-11-21 07:31:33,980 - Epoch: [45][ 5700/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547896 +2023-11-21 07:32:28,621 - Epoch: [45][ 5800/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547870 +2023-11-21 07:33:23,259 - Epoch: [45][ 5900/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547844 +2023-11-21 07:34:17,837 - Epoch: [45][ 6000/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547809 +2023-11-21 07:35:12,379 - Epoch: [45][ 6100/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547770 +2023-11-21 07:36:07,051 - Epoch: [45][ 6200/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547752 +2023-11-21 07:37:01,672 - Epoch: [45][ 6300/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547727 +2023-11-21 07:37:56,350 - Epoch: [45][ 6400/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547712 +2023-11-21 07:38:50,927 - Epoch: [45][ 6500/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547681 +2023-11-21 07:39:45,603 - Epoch: [45][ 6600/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547667 +2023-11-21 07:40:40,217 - Epoch: [45][ 6700/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.547644 +2023-11-21 07:41:34,884 - Epoch: [45][ 6800/12168] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.000063 Time 0.547629 +2023-11-21 07:42:29,393 - Epoch: [45][ 6900/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547592 +2023-11-21 07:43:23,973 - Epoch: [45][ 7000/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547566 +2023-11-21 07:44:18,571 - Epoch: [45][ 7100/12168] Overall Loss 0.013265 Objective Loss 0.000000 Distill Loss 0.013265 LR 0.000063 Time 0.547543 +2023-11-21 07:45:13,223 - Epoch: [45][ 7200/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547528 +2023-11-21 07:46:07,832 - Epoch: [45][ 7300/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547508 +2023-11-21 07:47:02,526 - Epoch: [45][ 7400/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547500 +2023-11-21 07:47:57,199 - Epoch: [45][ 7500/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547490 +2023-11-21 07:48:51,960 - Epoch: [45][ 7600/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547491 +2023-11-21 07:49:46,616 - Epoch: [45][ 7700/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547478 +2023-11-21 07:50:41,167 - Epoch: [45][ 7800/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547452 +2023-11-21 07:51:35,765 - Epoch: [45][ 7900/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547434 +2023-11-21 07:52:30,387 - Epoch: [45][ 8000/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547418 +2023-11-21 07:53:25,076 - Epoch: [45][ 8100/12168] Overall Loss 0.013266 Objective Loss 0.000000 Distill Loss 0.013266 LR 0.000063 Time 0.547411 +2023-11-21 07:54:19,801 - Epoch: [45][ 8200/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547409 +2023-11-21 07:55:14,407 - Epoch: [45][ 8300/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547392 +2023-11-21 07:56:08,990 - Epoch: [45][ 8400/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547373 +2023-11-21 07:57:03,623 - Epoch: [45][ 8500/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547361 +2023-11-21 07:57:58,227 - Epoch: [45][ 8600/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547345 +2023-11-21 07:58:52,853 - Epoch: [45][ 8700/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547332 +2023-11-21 07:59:47,561 - Epoch: [45][ 8800/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547329 +2023-11-21 08:00:42,260 - Epoch: [45][ 8900/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547325 +2023-11-21 08:01:36,921 - Epoch: [45][ 9000/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547316 +2023-11-21 08:02:31,531 - Epoch: [45][ 9100/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547303 +2023-11-21 08:03:26,154 - Epoch: [45][ 9200/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547291 +2023-11-21 08:04:20,880 - Epoch: [45][ 9300/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.000063 Time 0.547290 +2023-11-21 08:05:15,524 - Epoch: [45][ 9400/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.000063 Time 0.547281 +2023-11-21 08:06:10,250 - Epoch: [45][ 9500/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.000063 Time 0.547280 +2023-11-21 08:07:04,869 - Epoch: [45][ 9600/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547268 +2023-11-21 08:07:59,672 - Epoch: [45][ 9700/12168] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.000063 Time 0.547276 +2023-11-21 08:08:54,417 - Epoch: [45][ 9800/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547277 +2023-11-21 08:09:49,162 - Epoch: [45][ 9900/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547279 +2023-11-21 08:10:43,809 - Epoch: [45][10000/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547271 +2023-11-21 08:11:38,547 - Epoch: [45][10100/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547271 +2023-11-21 08:12:33,351 - Epoch: [45][10200/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547278 +2023-11-21 08:13:28,073 - Epoch: [45][10300/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547278 +2023-11-21 08:14:22,776 - Epoch: [45][10400/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547275 +2023-11-21 08:15:17,458 - Epoch: [45][10500/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547270 +2023-11-21 08:16:12,216 - Epoch: [45][10600/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547273 +2023-11-21 08:17:06,898 - Epoch: [45][10700/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547268 +2023-11-21 08:18:01,749 - Epoch: [45][10800/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547280 +2023-11-21 08:18:56,418 - Epoch: [45][10900/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547274 +2023-11-21 08:19:51,099 - Epoch: [45][11000/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547269 +2023-11-21 08:20:45,853 - Epoch: [45][11100/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547272 +2023-11-21 08:21:40,557 - Epoch: [45][11200/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547269 +2023-11-21 08:22:35,254 - Epoch: [45][11300/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547266 +2023-11-21 08:23:29,935 - Epoch: [45][11400/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547262 +2023-11-21 08:24:24,621 - Epoch: [45][11500/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547258 +2023-11-21 08:25:19,364 - Epoch: [45][11600/12168] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.000063 Time 0.547259 +2023-11-21 08:26:14,071 - Epoch: [45][11700/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547258 +2023-11-21 08:27:08,730 - Epoch: [45][11800/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547252 +2023-11-21 08:28:03,352 - Epoch: [45][11900/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547243 +2023-11-21 08:28:58,044 - Epoch: [45][12000/12168] Overall Loss 0.013268 Objective Loss 0.000000 Distill Loss 0.013268 LR 0.000063 Time 0.547240 +2023-11-21 08:29:52,693 - Epoch: [45][12100/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547233 +2023-11-21 08:30:29,771 - Epoch: [45][12168/12168] Overall Loss 0.013269 Objective Loss 0.000000 Distill Loss 0.013269 LR 0.000063 Time 0.547222 +2023-11-21 08:30:30,149 - --- validate (epoch=45)----------- +2023-11-21 08:30:30,149 - 167951 samples (256 per mini-batch) +2023-11-21 08:31:21,165 - Epoch: [45][ 100/ 657] Loss 0.000000 Overall Loss 0.013811 +2023-11-21 08:32:09,842 - Epoch: [45][ 200/ 657] Loss 0.000000 Overall Loss 0.013832 +2023-11-21 08:32:58,518 - Epoch: [45][ 300/ 657] Loss 0.000000 Overall Loss 0.013835 +2023-11-21 08:33:47,163 - Epoch: [45][ 400/ 657] Loss 0.000000 Overall Loss 0.013821 +2023-11-21 08:34:35,840 - Epoch: [45][ 500/ 657] Loss 0.000000 Overall Loss 0.013817 +2023-11-21 08:35:24,527 - Epoch: [45][ 600/ 657] Loss 0.000000 Overall Loss 0.013821 +2023-11-21 08:35:51,804 - Epoch: [45][ 657/ 657] Loss 0.000000 Overall Loss 0.013818 +2023-11-21 08:35:52,010 - ==> Overall Loss: 0.014 + +2023-11-21 08:35:52,012 - ==> Best [Overall Loss: 0.013818 on epoch: 45] +2023-11-21 08:35:52,012 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 08:35:52,040 - + +2023-11-21 08:35:52,040 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 08:36:55,680 - Epoch: [46][ 100/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.636362 +2023-11-21 08:37:50,301 - Epoch: [46][ 200/12168] Overall Loss 0.013222 Objective Loss 0.000000 Distill Loss 0.013222 LR 0.000063 Time 0.591270 +2023-11-21 08:38:44,874 - Epoch: [46][ 300/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.576082 +2023-11-21 08:39:39,479 - Epoch: [46][ 400/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.568565 +2023-11-21 08:40:34,155 - Epoch: [46][ 500/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.564198 +2023-11-21 08:41:28,776 - Epoch: [46][ 600/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.561195 +2023-11-21 08:42:23,365 - Epoch: [46][ 700/12168] Overall Loss 0.013243 Objective Loss 0.000000 Distill Loss 0.013243 LR 0.000063 Time 0.559005 +2023-11-21 08:43:17,989 - Epoch: [46][ 800/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.557405 +2023-11-21 08:44:12,601 - Epoch: [46][ 900/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.000063 Time 0.556148 +2023-11-21 08:45:07,221 - Epoch: [46][ 1000/12168] Overall Loss 0.013261 Objective Loss 0.000000 Distill Loss 0.013261 LR 0.000063 Time 0.555150 +2023-11-21 08:46:01,772 - Epoch: [46][ 1100/12168] Overall Loss 0.013262 Objective Loss 0.000000 Distill Loss 0.013262 LR 0.000063 Time 0.554271 +2023-11-21 08:46:56,372 - Epoch: [46][ 1200/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.000063 Time 0.553579 +2023-11-21 08:47:51,032 - Epoch: [46][ 1300/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.000063 Time 0.553040 +2023-11-21 08:48:45,649 - Epoch: [46][ 1400/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.000063 Time 0.552547 +2023-11-21 08:49:40,337 - Epoch: [46][ 1500/12168] Overall Loss 0.013257 Objective Loss 0.000000 Distill Loss 0.013257 LR 0.000063 Time 0.552167 +2023-11-21 08:50:34,879 - Epoch: [46][ 1600/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.000063 Time 0.551743 +2023-11-21 08:51:29,528 - Epoch: [46][ 1700/12168] Overall Loss 0.013259 Objective Loss 0.000000 Distill Loss 0.013259 LR 0.000063 Time 0.551432 +2023-11-21 08:52:24,131 - Epoch: [46][ 1800/12168] Overall Loss 0.013259 Objective Loss 0.000000 Distill Loss 0.013259 LR 0.000063 Time 0.551131 +2023-11-21 08:53:18,745 - Epoch: [46][ 1900/12168] Overall Loss 0.013262 Objective Loss 0.000000 Distill Loss 0.013262 LR 0.000063 Time 0.550866 +2023-11-21 08:54:13,425 - Epoch: [46][ 2000/12168] Overall Loss 0.013260 Objective Loss 0.000000 Distill Loss 0.013260 LR 0.000063 Time 0.550662 +2023-11-21 08:55:08,057 - Epoch: [46][ 2100/12168] Overall Loss 0.013261 Objective Loss 0.000000 Distill Loss 0.013261 LR 0.000063 Time 0.550453 +2023-11-21 08:56:02,702 - Epoch: [46][ 2200/12168] Overall Loss 0.013262 Objective Loss 0.000000 Distill Loss 0.013262 LR 0.000063 Time 0.550270 +2023-11-21 08:56:57,391 - Epoch: [46][ 2300/12168] Overall Loss 0.013258 Objective Loss 0.000000 Distill Loss 0.013258 LR 0.000063 Time 0.550122 +2023-11-21 08:57:52,003 - Epoch: [46][ 2400/12168] Overall Loss 0.013260 Objective Loss 0.000000 Distill Loss 0.013260 LR 0.000063 Time 0.549954 +2023-11-21 08:58:46,641 - Epoch: [46][ 2500/12168] Overall Loss 0.013255 Objective Loss 0.000000 Distill Loss 0.013255 LR 0.000063 Time 0.549810 +2023-11-21 08:59:41,299 - Epoch: [46][ 2600/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.000063 Time 0.549684 +2023-11-21 09:00:35,957 - Epoch: [46][ 2700/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.549568 +2023-11-21 09:01:30,568 - Epoch: [46][ 2800/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.000063 Time 0.549444 +2023-11-21 09:02:25,219 - Epoch: [46][ 2900/12168] Overall Loss 0.013256 Objective Loss 0.000000 Distill Loss 0.013256 LR 0.000063 Time 0.549341 +2023-11-21 09:03:19,903 - Epoch: [46][ 3000/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.000063 Time 0.549257 +2023-11-21 09:04:14,544 - Epoch: [46][ 3100/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.549164 +2023-11-21 09:05:09,167 - Epoch: [46][ 3200/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.549071 +2023-11-21 09:06:03,690 - Epoch: [46][ 3300/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.548954 +2023-11-21 09:06:58,376 - Epoch: [46][ 3400/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.548892 +2023-11-21 09:07:53,025 - Epoch: [46][ 3500/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.548822 +2023-11-21 09:08:47,717 - Epoch: [46][ 3600/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.548768 +2023-11-21 09:09:42,388 - Epoch: [46][ 3700/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.548712 +2023-11-21 09:10:37,030 - Epoch: [46][ 3800/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.548651 +2023-11-21 09:11:31,736 - Epoch: [46][ 3900/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.548609 +2023-11-21 09:12:26,469 - Epoch: [46][ 4000/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.548576 +2023-11-21 09:13:21,114 - Epoch: [46][ 4100/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.548524 +2023-11-21 09:14:15,740 - Epoch: [46][ 4200/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.548469 +2023-11-21 09:15:10,307 - Epoch: [46][ 4300/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.548403 +2023-11-21 09:16:04,898 - Epoch: [46][ 4400/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.548346 +2023-11-21 09:16:59,461 - Epoch: [46][ 4500/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.548285 +2023-11-21 09:17:54,061 - Epoch: [46][ 4600/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.548235 +2023-11-21 09:18:48,640 - Epoch: [46][ 4700/12168] Overall Loss 0.013245 Objective Loss 0.000000 Distill Loss 0.013245 LR 0.000063 Time 0.548182 +2023-11-21 09:19:43,335 - Epoch: [46][ 4800/12168] Overall Loss 0.013244 Objective Loss 0.000000 Distill Loss 0.013244 LR 0.000063 Time 0.548156 +2023-11-21 09:20:37,925 - Epoch: [46][ 4900/12168] Overall Loss 0.013243 Objective Loss 0.000000 Distill Loss 0.013243 LR 0.000063 Time 0.548109 +2023-11-21 09:21:32,433 - Epoch: [46][ 5000/12168] Overall Loss 0.013244 Objective Loss 0.000000 Distill Loss 0.013244 LR 0.000063 Time 0.548048 +2023-11-21 09:22:27,027 - Epoch: [46][ 5100/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.548006 +2023-11-21 09:23:21,633 - Epoch: [46][ 5200/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.547968 +2023-11-21 09:24:16,319 - Epoch: [46][ 5300/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.547946 +2023-11-21 09:25:10,933 - Epoch: [46][ 5400/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.547912 +2023-11-21 09:26:05,579 - Epoch: [46][ 5500/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547885 +2023-11-21 09:27:00,184 - Epoch: [46][ 5600/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.547852 +2023-11-21 09:27:54,895 - Epoch: [46][ 5700/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547838 +2023-11-21 09:28:49,485 - Epoch: [46][ 5800/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.547805 +2023-11-21 09:29:44,113 - Epoch: [46][ 5900/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.547778 +2023-11-21 09:30:38,747 - Epoch: [46][ 6000/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547754 +2023-11-21 09:31:33,396 - Epoch: [46][ 6100/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547732 +2023-11-21 09:32:28,010 - Epoch: [46][ 6200/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547706 +2023-11-21 09:33:22,613 - Epoch: [46][ 6300/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547679 +2023-11-21 09:34:17,315 - Epoch: [46][ 6400/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.547668 +2023-11-21 09:35:11,900 - Epoch: [46][ 6500/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547640 +2023-11-21 09:36:06,446 - Epoch: [46][ 6600/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547606 +2023-11-21 09:37:01,051 - Epoch: [46][ 6700/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547583 +2023-11-21 09:37:55,660 - Epoch: [46][ 6800/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547560 +2023-11-21 09:38:50,233 - Epoch: [46][ 6900/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547534 +2023-11-21 09:39:44,857 - Epoch: [46][ 7000/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547515 +2023-11-21 09:40:39,459 - Epoch: [46][ 7100/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547493 +2023-11-21 09:41:34,059 - Epoch: [46][ 7200/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547472 +2023-11-21 09:42:28,732 - Epoch: [46][ 7300/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547461 +2023-11-21 09:43:23,431 - Epoch: [46][ 7400/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547455 +2023-11-21 09:44:18,022 - Epoch: [46][ 7500/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.547434 +2023-11-21 09:45:12,808 - Epoch: [46][ 7600/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547439 +2023-11-21 09:46:07,506 - Epoch: [46][ 7700/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.547432 +2023-11-21 09:47:02,171 - Epoch: [46][ 7800/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547422 +2023-11-21 09:47:56,870 - Epoch: [46][ 7900/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.547416 +2023-11-21 09:48:51,613 - Epoch: [46][ 8000/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.547416 +2023-11-21 09:49:46,354 - Epoch: [46][ 8100/12168] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.000063 Time 0.547415 +2023-11-21 09:50:41,035 - Epoch: [46][ 8200/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.547408 +2023-11-21 09:51:35,779 - Epoch: [46][ 8300/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547408 +2023-11-21 09:52:30,376 - Epoch: [46][ 8400/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547390 +2023-11-21 09:53:25,058 - Epoch: [46][ 8500/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547383 +2023-11-21 09:54:19,861 - Epoch: [46][ 8600/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547390 +2023-11-21 09:55:14,535 - Epoch: [46][ 8700/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.547382 +2023-11-21 09:56:09,230 - Epoch: [46][ 8800/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547377 +2023-11-21 09:57:03,857 - Epoch: [46][ 8900/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547364 +2023-11-21 09:57:58,617 - Epoch: [46][ 9000/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.547367 +2023-11-21 09:58:53,371 - Epoch: [46][ 9100/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547368 +2023-11-21 09:59:48,012 - Epoch: [46][ 9200/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547358 +2023-11-21 10:00:42,709 - Epoch: [46][ 9300/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547353 +2023-11-21 10:01:37,323 - Epoch: [46][ 9400/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.547340 +2023-11-21 10:02:32,006 - Epoch: [46][ 9500/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547334 +2023-11-21 10:03:26,731 - Epoch: [46][ 9600/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547333 +2023-11-21 10:04:21,426 - Epoch: [46][ 9700/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547329 +2023-11-21 10:05:16,078 - Epoch: [46][ 9800/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547320 +2023-11-21 10:06:10,713 - Epoch: [46][ 9900/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547310 +2023-11-21 10:07:05,323 - Epoch: [46][10000/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547298 +2023-11-21 10:07:59,983 - Epoch: [46][10100/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547290 +2023-11-21 10:08:54,628 - Epoch: [46][10200/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547282 +2023-11-21 10:09:49,276 - Epoch: [46][10300/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547274 +2023-11-21 10:10:44,007 - Epoch: [46][10400/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.547274 +2023-11-21 10:11:38,722 - Epoch: [46][10500/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.547272 +2023-11-21 10:12:33,408 - Epoch: [46][10600/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.547268 +2023-11-21 10:13:28,096 - Epoch: [46][10700/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547264 +2023-11-21 10:14:22,709 - Epoch: [46][10800/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.547253 +2023-11-21 10:15:17,313 - Epoch: [46][10900/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.547241 +2023-11-21 10:16:11,978 - Epoch: [46][11000/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.547236 +2023-11-21 10:17:06,665 - Epoch: [46][11100/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.000063 Time 0.547232 +2023-11-21 10:18:01,227 - Epoch: [46][11200/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.000063 Time 0.547218 +2023-11-21 10:18:55,907 - Epoch: [46][11300/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.000063 Time 0.547214 +2023-11-21 10:19:50,557 - Epoch: [46][11400/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.547207 +2023-11-21 10:20:45,198 - Epoch: [46][11500/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.547200 +2023-11-21 10:21:39,929 - Epoch: [46][11600/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.000063 Time 0.547200 +2023-11-21 10:22:34,725 - Epoch: [46][11700/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.547207 +2023-11-21 10:23:29,439 - Epoch: [46][11800/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.547206 +2023-11-21 10:24:24,140 - Epoch: [46][11900/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.000063 Time 0.547204 +2023-11-21 10:25:18,935 - Epoch: [46][12000/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.547210 +2023-11-21 10:26:13,681 - Epoch: [46][12100/12168] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.000063 Time 0.547212 +2023-11-21 10:26:50,917 - Epoch: [46][12168/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.547214 +2023-11-21 10:26:51,316 - --- validate (epoch=46)----------- +2023-11-21 10:26:51,316 - 167951 samples (256 per mini-batch) +2023-11-21 10:27:42,526 - Epoch: [46][ 100/ 657] Loss 0.000000 Overall Loss 0.013841 +2023-11-21 10:28:31,251 - Epoch: [46][ 200/ 657] Loss 0.000000 Overall Loss 0.013833 +2023-11-21 10:29:19,981 - Epoch: [46][ 300/ 657] Loss 0.000000 Overall Loss 0.013852 +2023-11-21 10:30:08,664 - Epoch: [46][ 400/ 657] Loss 0.000000 Overall Loss 0.013853 +2023-11-21 10:30:57,320 - Epoch: [46][ 500/ 657] Loss 0.000000 Overall Loss 0.013850 +2023-11-21 10:31:45,971 - Epoch: [46][ 600/ 657] Loss 0.000000 Overall Loss 0.013854 +2023-11-21 10:32:13,273 - Epoch: [46][ 657/ 657] Loss 0.000000 Overall Loss 0.013864 +2023-11-21 10:32:13,476 - ==> Overall Loss: 0.014 + +2023-11-21 10:32:13,477 - ==> Best [Overall Loss: 0.013818 on epoch: 45] +2023-11-21 10:32:13,477 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 10:32:13,498 - + +2023-11-21 10:32:13,498 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 10:33:18,550 - Epoch: [47][ 100/12168] Overall Loss 0.013179 Objective Loss 0.000000 Distill Loss 0.013179 LR 0.000063 Time 0.650469 +2023-11-21 10:34:13,209 - Epoch: [47][ 200/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.598517 +2023-11-21 10:35:07,759 - Epoch: [47][ 300/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.580833 +2023-11-21 10:36:02,351 - Epoch: [47][ 400/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.572097 +2023-11-21 10:36:56,989 - Epoch: [47][ 500/12168] Overall Loss 0.013223 Objective Loss 0.000000 Distill Loss 0.013223 LR 0.000063 Time 0.566947 +2023-11-21 10:37:51,632 - Epoch: [47][ 600/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.563523 +2023-11-21 10:38:46,317 - Epoch: [47][ 700/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.561137 +2023-11-21 10:39:40,996 - Epoch: [47][ 800/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.559340 +2023-11-21 10:40:35,573 - Epoch: [47][ 900/12168] Overall Loss 0.013244 Objective Loss 0.000000 Distill Loss 0.013244 LR 0.000063 Time 0.557829 +2023-11-21 10:41:30,265 - Epoch: [47][ 1000/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.556734 +2023-11-21 10:42:24,933 - Epoch: [47][ 1100/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.555818 +2023-11-21 10:43:19,540 - Epoch: [47][ 1200/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.555003 +2023-11-21 10:44:14,174 - Epoch: [47][ 1300/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.554333 +2023-11-21 10:45:08,721 - Epoch: [47][ 1400/12168] Overall Loss 0.013245 Objective Loss 0.000000 Distill Loss 0.013245 LR 0.000063 Time 0.553698 +2023-11-21 10:46:03,369 - Epoch: [47][ 1500/12168] Overall Loss 0.013247 Objective Loss 0.000000 Distill Loss 0.013247 LR 0.000063 Time 0.553215 +2023-11-21 10:46:57,971 - Epoch: [47][ 1600/12168] Overall Loss 0.013246 Objective Loss 0.000000 Distill Loss 0.013246 LR 0.000063 Time 0.552763 +2023-11-21 10:47:52,527 - Epoch: [47][ 1700/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.552338 +2023-11-21 10:48:47,103 - Epoch: [47][ 1800/12168] Overall Loss 0.013252 Objective Loss 0.000000 Distill Loss 0.013252 LR 0.000063 Time 0.551971 +2023-11-21 10:49:41,728 - Epoch: [47][ 1900/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.551668 +2023-11-21 10:50:36,342 - Epoch: [47][ 2000/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.551390 +2023-11-21 10:51:30,802 - Epoch: [47][ 2100/12168] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.000063 Time 0.551065 +2023-11-21 10:52:25,455 - Epoch: [47][ 2200/12168] Overall Loss 0.013253 Objective Loss 0.000000 Distill Loss 0.013253 LR 0.000063 Time 0.550858 +2023-11-21 10:53:20,207 - Epoch: [47][ 2300/12168] Overall Loss 0.013250 Objective Loss 0.000000 Distill Loss 0.013250 LR 0.000063 Time 0.550711 +2023-11-21 10:54:14,847 - Epoch: [47][ 2400/12168] Overall Loss 0.013249 Objective Loss 0.000000 Distill Loss 0.013249 LR 0.000063 Time 0.550530 +2023-11-21 10:55:09,476 - Epoch: [47][ 2500/12168] Overall Loss 0.013245 Objective Loss 0.000000 Distill Loss 0.013245 LR 0.000063 Time 0.550359 +2023-11-21 10:56:04,133 - Epoch: [47][ 2600/12168] Overall Loss 0.013242 Objective Loss 0.000000 Distill Loss 0.013242 LR 0.000063 Time 0.550212 +2023-11-21 10:56:58,830 - Epoch: [47][ 2700/12168] Overall Loss 0.013243 Objective Loss 0.000000 Distill Loss 0.013243 LR 0.000063 Time 0.550091 +2023-11-21 10:57:53,415 - Epoch: [47][ 2800/12168] Overall Loss 0.013243 Objective Loss 0.000000 Distill Loss 0.013243 LR 0.000063 Time 0.549938 +2023-11-21 10:58:48,020 - Epoch: [47][ 2900/12168] Overall Loss 0.013244 Objective Loss 0.000000 Distill Loss 0.013244 LR 0.000063 Time 0.549803 +2023-11-21 10:59:42,553 - Epoch: [47][ 3000/12168] Overall Loss 0.013243 Objective Loss 0.000000 Distill Loss 0.013243 LR 0.000063 Time 0.549653 +2023-11-21 11:00:37,081 - Epoch: [47][ 3100/12168] Overall Loss 0.013238 Objective Loss 0.000000 Distill Loss 0.013238 LR 0.000063 Time 0.549511 +2023-11-21 11:01:31,758 - Epoch: [47][ 3200/12168] Overall Loss 0.013236 Objective Loss 0.000000 Distill Loss 0.013236 LR 0.000063 Time 0.549424 +2023-11-21 11:02:26,354 - Epoch: [47][ 3300/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.000063 Time 0.549319 +2023-11-21 11:03:20,948 - Epoch: [47][ 3400/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.549218 +2023-11-21 11:04:15,525 - Epoch: [47][ 3500/12168] Overall Loss 0.013236 Objective Loss 0.000000 Distill Loss 0.013236 LR 0.000063 Time 0.549119 +2023-11-21 11:05:10,101 - Epoch: [47][ 3600/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.549025 +2023-11-21 11:06:04,678 - Epoch: [47][ 3700/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.548936 +2023-11-21 11:06:59,287 - Epoch: [47][ 3800/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.548860 +2023-11-21 11:07:53,851 - Epoch: [47][ 3900/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.548777 +2023-11-21 11:08:48,424 - Epoch: [47][ 4000/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.548700 +2023-11-21 11:09:43,041 - Epoch: [47][ 4100/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.548638 +2023-11-21 11:10:37,669 - Epoch: [47][ 4200/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.548581 +2023-11-21 11:11:32,276 - Epoch: [47][ 4300/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.548522 +2023-11-21 11:12:26,852 - Epoch: [47][ 4400/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.548458 +2023-11-21 11:13:21,430 - Epoch: [47][ 4500/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.548398 +2023-11-21 11:14:16,032 - Epoch: [47][ 4600/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.548346 +2023-11-21 11:15:10,575 - Epoch: [47][ 4700/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.548283 +2023-11-21 11:16:05,218 - Epoch: [47][ 4800/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.548244 +2023-11-21 11:16:59,874 - Epoch: [47][ 4900/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.548209 +2023-11-21 11:17:54,428 - Epoch: [47][ 5000/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.548155 +2023-11-21 11:18:48,919 - Epoch: [47][ 5100/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.548091 +2023-11-21 11:19:43,557 - Epoch: [47][ 5200/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.548057 +2023-11-21 11:20:38,166 - Epoch: [47][ 5300/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.548019 +2023-11-21 11:21:32,700 - Epoch: [47][ 5400/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547969 +2023-11-21 11:22:27,326 - Epoch: [47][ 5500/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547937 +2023-11-21 11:23:21,962 - Epoch: [47][ 5600/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547909 +2023-11-21 11:24:16,557 - Epoch: [47][ 5700/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547874 +2023-11-21 11:25:11,097 - Epoch: [47][ 5800/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547831 +2023-11-21 11:26:05,773 - Epoch: [47][ 5900/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547812 +2023-11-21 11:27:00,440 - Epoch: [47][ 6000/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547793 +2023-11-21 11:27:55,057 - Epoch: [47][ 6100/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547765 +2023-11-21 11:28:49,733 - Epoch: [47][ 6200/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547749 +2023-11-21 11:29:44,287 - Epoch: [47][ 6300/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547713 +2023-11-21 11:30:38,957 - Epoch: [47][ 6400/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547697 +2023-11-21 11:31:33,516 - Epoch: [47][ 6500/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547664 +2023-11-21 11:32:28,048 - Epoch: [47][ 6600/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547628 +2023-11-21 11:33:22,641 - Epoch: [47][ 6700/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547602 +2023-11-21 11:34:17,219 - Epoch: [47][ 6800/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547575 +2023-11-21 11:35:11,903 - Epoch: [47][ 6900/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547564 +2023-11-21 11:36:06,464 - Epoch: [47][ 7000/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547536 +2023-11-21 11:37:01,062 - Epoch: [47][ 7100/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547513 +2023-11-21 11:37:55,582 - Epoch: [47][ 7200/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547481 +2023-11-21 11:38:50,253 - Epoch: [47][ 7300/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547470 +2023-11-21 11:39:44,868 - Epoch: [47][ 7400/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547451 +2023-11-21 11:40:39,410 - Epoch: [47][ 7500/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547424 +2023-11-21 11:41:34,071 - Epoch: [47][ 7600/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547413 +2023-11-21 11:42:28,669 - Epoch: [47][ 7700/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547394 +2023-11-21 11:43:23,287 - Epoch: [47][ 7800/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547378 +2023-11-21 11:44:17,973 - Epoch: [47][ 7900/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547371 +2023-11-21 11:45:12,539 - Epoch: [47][ 8000/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547349 +2023-11-21 11:46:07,140 - Epoch: [47][ 8100/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547332 +2023-11-21 11:47:01,774 - Epoch: [47][ 8200/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547320 +2023-11-21 11:47:56,339 - Epoch: [47][ 8300/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547299 +2023-11-21 11:48:50,877 - Epoch: [47][ 8400/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547276 +2023-11-21 11:49:45,468 - Epoch: [47][ 8500/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547260 +2023-11-21 11:50:40,085 - Epoch: [47][ 8600/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547247 +2023-11-21 11:51:34,819 - Epoch: [47][ 8700/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547247 +2023-11-21 11:52:29,572 - Epoch: [47][ 8800/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547250 +2023-11-21 11:53:25,273 - Epoch: [47][ 8900/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547359 +2023-11-21 11:54:19,988 - Epoch: [47][ 9000/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547357 +2023-11-21 11:55:14,689 - Epoch: [47][ 9100/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547353 +2023-11-21 11:56:09,381 - Epoch: [47][ 9200/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547348 +2023-11-21 11:57:04,061 - Epoch: [47][ 9300/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547341 +2023-11-21 11:57:58,754 - Epoch: [47][ 9400/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547337 +2023-11-21 11:58:53,475 - Epoch: [47][ 9500/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547335 +2023-11-21 11:59:48,218 - Epoch: [47][ 9600/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547336 +2023-11-21 12:00:43,001 - Epoch: [47][ 9700/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547341 +2023-11-21 12:01:37,664 - Epoch: [47][ 9800/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547333 +2023-11-21 12:02:32,360 - Epoch: [47][ 9900/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547329 +2023-11-21 12:03:26,968 - Epoch: [47][10000/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547316 +2023-11-21 12:04:21,642 - Epoch: [47][10100/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.547310 +2023-11-21 12:05:16,267 - Epoch: [47][10200/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547299 +2023-11-21 12:06:10,950 - Epoch: [47][10300/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.547295 +2023-11-21 12:07:05,646 - Epoch: [47][10400/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547291 +2023-11-21 12:08:00,343 - Epoch: [47][10500/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547288 +2023-11-21 12:08:55,080 - Epoch: [47][10600/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547288 +2023-11-21 12:09:49,787 - Epoch: [47][10700/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547286 +2023-11-21 12:10:44,532 - Epoch: [47][10800/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.547287 +2023-11-21 12:11:39,233 - Epoch: [47][10900/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.547284 +2023-11-21 12:12:34,023 - Epoch: [47][11000/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.547290 +2023-11-21 12:13:28,801 - Epoch: [47][11100/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.547294 +2023-11-21 12:14:23,459 - Epoch: [47][11200/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.547287 +2023-11-21 12:15:18,030 - Epoch: [47][11300/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.000063 Time 0.547273 +2023-11-21 12:16:12,873 - Epoch: [47][11400/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.000063 Time 0.547283 +2023-11-21 12:17:07,587 - Epoch: [47][11500/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.000063 Time 0.547281 +2023-11-21 12:18:02,363 - Epoch: [47][11600/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.000063 Time 0.547285 +2023-11-21 12:18:57,088 - Epoch: [47][11700/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.000063 Time 0.547284 +2023-11-21 12:19:51,722 - Epoch: [47][11800/12168] Overall Loss 0.013236 Objective Loss 0.000000 Distill Loss 0.013236 LR 0.000063 Time 0.547276 +2023-11-21 12:20:46,491 - Epoch: [47][11900/12168] Overall Loss 0.013236 Objective Loss 0.000000 Distill Loss 0.013236 LR 0.000063 Time 0.547279 +2023-11-21 12:21:41,220 - Epoch: [47][12000/12168] Overall Loss 0.013236 Objective Loss 0.000000 Distill Loss 0.013236 LR 0.000063 Time 0.547279 +2023-11-21 12:22:35,904 - Epoch: [47][12100/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.000063 Time 0.547275 +2023-11-21 12:23:12,959 - Epoch: [47][12168/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.000063 Time 0.547262 +2023-11-21 12:23:13,346 - --- validate (epoch=47)----------- +2023-11-21 12:23:13,346 - 167951 samples (256 per mini-batch) +2023-11-21 12:24:03,800 - Epoch: [47][ 100/ 657] Loss 0.000000 Overall Loss 0.013818 +2023-11-21 12:24:52,454 - Epoch: [47][ 200/ 657] Loss 0.000000 Overall Loss 0.013821 +2023-11-21 12:25:41,119 - Epoch: [47][ 300/ 657] Loss 0.000000 Overall Loss 0.013827 +2023-11-21 12:26:29,788 - Epoch: [47][ 400/ 657] Loss 0.000000 Overall Loss 0.013825 +2023-11-21 12:27:18,450 - Epoch: [47][ 500/ 657] Loss 0.000000 Overall Loss 0.013842 +2023-11-21 12:28:07,098 - Epoch: [47][ 600/ 657] Loss 0.000000 Overall Loss 0.013838 +2023-11-21 12:28:34,373 - Epoch: [47][ 657/ 657] Loss 0.000000 Overall Loss 0.013836 +2023-11-21 12:28:34,583 - ==> Overall Loss: 0.014 + +2023-11-21 12:28:34,585 - ==> Best [Overall Loss: 0.013818 on epoch: 45] +2023-11-21 12:28:34,585 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 12:28:34,605 - + +2023-11-21 12:28:34,606 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 12:29:38,109 - Epoch: [48][ 100/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.634995 +2023-11-21 12:30:32,779 - Epoch: [48][ 200/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.590831 +2023-11-21 12:31:27,423 - Epoch: [48][ 300/12168] Overall Loss 0.013241 Objective Loss 0.000000 Distill Loss 0.013241 LR 0.000063 Time 0.576024 +2023-11-21 12:32:22,138 - Epoch: [48][ 400/12168] Overall Loss 0.013235 Objective Loss 0.000000 Distill Loss 0.013235 LR 0.000063 Time 0.568798 +2023-11-21 12:33:16,721 - Epoch: [48][ 500/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.564198 +2023-11-21 12:34:11,393 - Epoch: [48][ 600/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.561280 +2023-11-21 12:35:06,039 - Epoch: [48][ 700/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.559159 +2023-11-21 12:36:00,660 - Epoch: [48][ 800/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.557536 +2023-11-21 12:36:55,323 - Epoch: [48][ 900/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.556322 +2023-11-21 12:37:49,943 - Epoch: [48][ 1000/12168] Overall Loss 0.013241 Objective Loss 0.000000 Distill Loss 0.013241 LR 0.000063 Time 0.555306 +2023-11-21 12:38:44,656 - Epoch: [48][ 1100/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.000063 Time 0.554559 +2023-11-21 12:39:39,365 - Epoch: [48][ 1200/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.553935 +2023-11-21 12:40:34,009 - Epoch: [48][ 1300/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.553356 +2023-11-21 12:41:28,631 - Epoch: [48][ 1400/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.552844 +2023-11-21 12:42:23,360 - Epoch: [48][ 1500/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.552472 +2023-11-21 12:43:17,948 - Epoch: [48][ 1600/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.552058 +2023-11-21 12:44:12,607 - Epoch: [48][ 1700/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.000063 Time 0.551734 +2023-11-21 12:45:07,178 - Epoch: [48][ 1800/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.000063 Time 0.551398 +2023-11-21 12:46:01,819 - Epoch: [48][ 1900/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.000063 Time 0.551134 +2023-11-21 12:46:56,484 - Epoch: [48][ 2000/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.000063 Time 0.550908 +2023-11-21 12:47:51,120 - Epoch: [48][ 2100/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.000063 Time 0.550690 +2023-11-21 12:48:45,810 - Epoch: [48][ 2200/12168] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.000063 Time 0.550516 +2023-11-21 12:49:40,403 - Epoch: [48][ 2300/12168] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.000063 Time 0.550316 +2023-11-21 12:50:35,073 - Epoch: [48][ 2400/12168] Overall Loss 0.013232 Objective Loss 0.000000 Distill Loss 0.013232 LR 0.000063 Time 0.550164 +2023-11-21 12:51:29,676 - Epoch: [48][ 2500/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.549997 +2023-11-21 12:52:24,327 - Epoch: [48][ 2600/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.549862 +2023-11-21 12:53:18,905 - Epoch: [48][ 2700/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.549710 +2023-11-21 12:54:13,515 - Epoch: [48][ 2800/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.549580 +2023-11-21 12:55:08,188 - Epoch: [48][ 2900/12168] Overall Loss 0.013233 Objective Loss 0.000000 Distill Loss 0.013233 LR 0.000063 Time 0.549480 +2023-11-21 12:56:02,783 - Epoch: [48][ 3000/12168] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.000063 Time 0.549362 +2023-11-21 12:56:57,417 - Epoch: [48][ 3100/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.549263 +2023-11-21 12:57:52,030 - Epoch: [48][ 3200/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.549164 +2023-11-21 12:58:46,651 - Epoch: [48][ 3300/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.549074 +2023-11-21 12:59:41,265 - Epoch: [48][ 3400/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.548987 +2023-11-21 13:00:35,957 - Epoch: [48][ 3500/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.548927 +2023-11-21 13:01:30,518 - Epoch: [48][ 3600/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548834 +2023-11-21 13:02:25,224 - Epoch: [48][ 3700/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.548785 +2023-11-21 13:03:19,874 - Epoch: [48][ 3800/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.548724 +2023-11-21 13:04:14,557 - Epoch: [48][ 3900/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.548675 +2023-11-21 13:05:09,166 - Epoch: [48][ 4000/12168] Overall Loss 0.013224 Objective Loss 0.000000 Distill Loss 0.013224 LR 0.000063 Time 0.548609 +2023-11-21 13:06:03,770 - Epoch: [48][ 4100/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548546 +2023-11-21 13:06:58,432 - Epoch: [48][ 4200/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.548499 +2023-11-21 13:07:53,054 - Epoch: [48][ 4300/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548446 +2023-11-21 13:08:47,688 - Epoch: [48][ 4400/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.548397 +2023-11-21 13:09:42,305 - Epoch: [48][ 4500/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548347 +2023-11-21 13:10:37,000 - Epoch: [48][ 4600/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548316 +2023-11-21 13:11:31,633 - Epoch: [48][ 4700/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548273 +2023-11-21 13:12:26,240 - Epoch: [48][ 4800/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548227 +2023-11-21 13:13:21,021 - Epoch: [48][ 4900/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.548217 +2023-11-21 13:14:15,621 - Epoch: [48][ 5000/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.548172 +2023-11-21 13:15:10,178 - Epoch: [48][ 5100/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548121 +2023-11-21 13:16:04,726 - Epoch: [48][ 5200/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548070 +2023-11-21 13:16:59,395 - Epoch: [48][ 5300/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548043 +2023-11-21 13:17:54,109 - Epoch: [48][ 5400/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548026 +2023-11-21 13:18:48,801 - Epoch: [48][ 5500/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.548005 +2023-11-21 13:19:43,411 - Epoch: [48][ 5600/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547970 +2023-11-21 13:20:38,043 - Epoch: [48][ 5700/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547941 +2023-11-21 13:21:32,668 - Epoch: [48][ 5800/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.547911 +2023-11-21 13:22:27,360 - Epoch: [48][ 5900/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547894 +2023-11-21 13:23:22,076 - Epoch: [48][ 6000/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547881 +2023-11-21 13:24:16,711 - Epoch: [48][ 6100/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547855 +2023-11-21 13:25:11,427 - Epoch: [48][ 6200/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547844 +2023-11-21 13:26:06,089 - Epoch: [48][ 6300/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547824 +2023-11-21 13:27:00,797 - Epoch: [48][ 6400/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547812 +2023-11-21 13:27:55,410 - Epoch: [48][ 6500/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547785 +2023-11-21 13:28:49,982 - Epoch: [48][ 6600/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547754 +2023-11-21 13:29:44,607 - Epoch: [48][ 6700/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547731 +2023-11-21 13:30:39,218 - Epoch: [48][ 6800/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547706 +2023-11-21 13:31:33,932 - Epoch: [48][ 6900/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547698 +2023-11-21 13:32:28,639 - Epoch: [48][ 7000/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547688 +2023-11-21 13:33:23,245 - Epoch: [48][ 7100/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547665 +2023-11-21 13:34:17,940 - Epoch: [48][ 7200/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547655 +2023-11-21 13:35:12,557 - Epoch: [48][ 7300/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547634 +2023-11-21 13:36:07,236 - Epoch: [48][ 7400/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547622 +2023-11-21 13:37:01,871 - Epoch: [48][ 7500/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547605 +2023-11-21 13:37:56,547 - Epoch: [48][ 7600/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547593 +2023-11-21 13:38:51,169 - Epoch: [48][ 7700/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547575 +2023-11-21 13:39:45,808 - Epoch: [48][ 7800/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547559 +2023-11-21 13:40:40,459 - Epoch: [48][ 7900/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547546 +2023-11-21 13:41:35,159 - Epoch: [48][ 8000/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547538 +2023-11-21 13:42:29,797 - Epoch: [48][ 8100/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547524 +2023-11-21 13:43:24,562 - Epoch: [48][ 8200/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547525 +2023-11-21 13:44:19,389 - Epoch: [48][ 8300/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547534 +2023-11-21 13:45:14,090 - Epoch: [48][ 8400/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547527 +2023-11-21 13:46:08,770 - Epoch: [48][ 8500/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547518 +2023-11-21 13:47:03,502 - Epoch: [48][ 8600/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547515 +2023-11-21 13:47:58,216 - Epoch: [48][ 8700/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547511 +2023-11-21 13:48:52,953 - Epoch: [48][ 8800/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547509 +2023-11-21 13:49:47,687 - Epoch: [48][ 8900/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547507 +2023-11-21 13:50:42,448 - Epoch: [48][ 9000/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547507 +2023-11-21 13:51:37,180 - Epoch: [48][ 9100/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547505 +2023-11-21 13:52:31,876 - Epoch: [48][ 9200/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547499 +2023-11-21 13:53:26,643 - Epoch: [48][ 9300/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547500 +2023-11-21 13:54:21,458 - Epoch: [48][ 9400/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547507 +2023-11-21 13:55:16,091 - Epoch: [48][ 9500/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547494 +2023-11-21 13:56:10,796 - Epoch: [48][ 9600/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547489 +2023-11-21 13:57:05,531 - Epoch: [48][ 9700/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.547487 +2023-11-21 13:58:00,274 - Epoch: [48][ 9800/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547486 +2023-11-21 13:58:55,113 - Epoch: [48][ 9900/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547495 +2023-11-21 13:59:49,871 - Epoch: [48][10000/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547496 +2023-11-21 14:00:44,601 - Epoch: [48][10100/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547494 +2023-11-21 14:01:39,337 - Epoch: [48][10200/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547492 +2023-11-21 14:02:33,991 - Epoch: [48][10300/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547482 +2023-11-21 14:03:28,759 - Epoch: [48][10400/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547484 +2023-11-21 14:04:23,411 - Epoch: [48][10500/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547475 +2023-11-21 14:05:18,059 - Epoch: [48][10600/12168] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.000063 Time 0.547465 +2023-11-21 14:06:12,826 - Epoch: [48][10700/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547466 +2023-11-21 14:07:07,577 - Epoch: [48][10800/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547467 +2023-11-21 14:08:02,284 - Epoch: [48][10900/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547463 +2023-11-21 14:08:57,072 - Epoch: [48][11000/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.547466 +2023-11-21 14:09:51,873 - Epoch: [48][11100/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547471 +2023-11-21 14:10:46,664 - Epoch: [48][11200/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547475 +2023-11-21 14:11:41,619 - Epoch: [48][11300/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547493 +2023-11-21 14:12:36,415 - Epoch: [48][11400/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547496 +2023-11-21 14:13:31,179 - Epoch: [48][11500/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547497 +2023-11-21 14:14:25,989 - Epoch: [48][11600/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547502 +2023-11-21 14:15:20,699 - Epoch: [48][11700/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.547499 +2023-11-21 14:16:15,465 - Epoch: [48][11800/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547500 +2023-11-21 14:17:10,157 - Epoch: [48][11900/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547495 +2023-11-21 14:18:04,894 - Epoch: [48][12000/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547493 +2023-11-21 14:18:59,719 - Epoch: [48][12100/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547499 +2023-11-21 14:19:36,762 - Epoch: [48][12168/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.547484 +2023-11-21 14:19:37,143 - --- validate (epoch=48)----------- +2023-11-21 14:19:37,144 - 167951 samples (256 per mini-batch) +2023-11-21 14:20:28,234 - Epoch: [48][ 100/ 657] Loss 0.000000 Overall Loss 0.013853 +2023-11-21 14:21:16,940 - Epoch: [48][ 200/ 657] Loss 0.000000 Overall Loss 0.013852 +2023-11-21 14:22:05,614 - Epoch: [48][ 300/ 657] Loss 0.000000 Overall Loss 0.013875 +2023-11-21 14:22:54,287 - Epoch: [48][ 400/ 657] Loss 0.000000 Overall Loss 0.013862 +2023-11-21 14:23:42,966 - Epoch: [48][ 500/ 657] Loss 0.000000 Overall Loss 0.013859 +2023-11-21 14:24:31,640 - Epoch: [48][ 600/ 657] Loss 0.000000 Overall Loss 0.013860 +2023-11-21 14:24:58,946 - Epoch: [48][ 657/ 657] Loss 0.000000 Overall Loss 0.013861 +2023-11-21 14:24:59,154 - ==> Overall Loss: 0.014 + +2023-11-21 14:24:59,155 - ==> Best [Overall Loss: 0.013818 on epoch: 45] +2023-11-21 14:24:59,156 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 14:24:59,177 - + +2023-11-21 14:24:59,177 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 14:26:02,884 - Epoch: [49][ 100/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.637033 +2023-11-21 14:26:57,516 - Epoch: [49][ 200/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.591659 +2023-11-21 14:27:52,149 - Epoch: [49][ 300/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.576539 +2023-11-21 14:28:46,811 - Epoch: [49][ 400/12168] Overall Loss 0.013195 Objective Loss 0.000000 Distill Loss 0.013195 LR 0.000063 Time 0.569053 +2023-11-21 14:29:41,546 - Epoch: [49][ 500/12168] Overall Loss 0.013200 Objective Loss 0.000000 Distill Loss 0.013200 LR 0.000063 Time 0.564705 +2023-11-21 14:30:36,253 - Epoch: [49][ 600/12168] Overall Loss 0.013213 Objective Loss 0.000000 Distill Loss 0.013213 LR 0.000063 Time 0.561761 +2023-11-21 14:31:30,833 - Epoch: [49][ 700/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.559476 +2023-11-21 14:32:25,393 - Epoch: [49][ 800/12168] Overall Loss 0.013201 Objective Loss 0.000000 Distill Loss 0.013201 LR 0.000063 Time 0.557738 +2023-11-21 14:33:20,042 - Epoch: [49][ 900/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.556485 +2023-11-21 14:34:14,644 - Epoch: [49][ 1000/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.555435 +2023-11-21 14:35:09,379 - Epoch: [49][ 1100/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.554697 +2023-11-21 14:36:03,981 - Epoch: [49][ 1200/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.553972 +2023-11-21 14:36:58,679 - Epoch: [49][ 1300/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.553431 +2023-11-21 14:37:53,298 - Epoch: [49][ 1400/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.552912 +2023-11-21 14:38:47,909 - Epoch: [49][ 1500/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.552457 +2023-11-21 14:39:42,501 - Epoch: [49][ 1600/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.552047 +2023-11-21 14:40:37,220 - Epoch: [49][ 1700/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.551759 +2023-11-21 14:41:31,945 - Epoch: [49][ 1800/12168] Overall Loss 0.013221 Objective Loss 0.000000 Distill Loss 0.013221 LR 0.000063 Time 0.551507 +2023-11-21 14:42:26,601 - Epoch: [49][ 1900/12168] Overall Loss 0.013222 Objective Loss 0.000000 Distill Loss 0.013222 LR 0.000063 Time 0.551245 +2023-11-21 14:43:21,262 - Epoch: [49][ 2000/12168] Overall Loss 0.013221 Objective Loss 0.000000 Distill Loss 0.013221 LR 0.000063 Time 0.551012 +2023-11-21 14:44:15,972 - Epoch: [49][ 2100/12168] Overall Loss 0.013226 Objective Loss 0.000000 Distill Loss 0.013226 LR 0.000063 Time 0.550824 +2023-11-21 14:45:10,551 - Epoch: [49][ 2200/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.550593 +2023-11-21 14:46:05,166 - Epoch: [49][ 2300/12168] Overall Loss 0.013223 Objective Loss 0.000000 Distill Loss 0.013223 LR 0.000063 Time 0.550399 +2023-11-21 14:46:59,918 - Epoch: [49][ 2400/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.550278 +2023-11-21 14:47:54,575 - Epoch: [49][ 2500/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.550128 +2023-11-21 14:48:49,164 - Epoch: [49][ 2600/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.549964 +2023-11-21 14:49:43,772 - Epoch: [49][ 2700/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.549819 +2023-11-21 14:50:38,402 - Epoch: [49][ 2800/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.549693 +2023-11-21 14:51:33,137 - Epoch: [49][ 2900/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.549611 +2023-11-21 14:52:27,864 - Epoch: [49][ 3000/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.549532 +2023-11-21 14:53:22,498 - Epoch: [49][ 3100/12168] Overall Loss 0.013213 Objective Loss 0.000000 Distill Loss 0.013213 LR 0.000063 Time 0.549428 +2023-11-21 14:54:17,120 - Epoch: [49][ 3200/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.549327 +2023-11-21 14:55:11,749 - Epoch: [49][ 3300/12168] Overall Loss 0.013213 Objective Loss 0.000000 Distill Loss 0.013213 LR 0.000063 Time 0.549234 +2023-11-21 14:56:06,391 - Epoch: [49][ 3400/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.549150 +2023-11-21 14:57:01,123 - Epoch: [49][ 3500/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.549097 +2023-11-21 14:57:55,727 - Epoch: [49][ 3600/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.549011 +2023-11-21 14:58:50,355 - Epoch: [49][ 3700/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.548936 +2023-11-21 14:59:45,077 - Epoch: [49][ 3800/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.548890 +2023-11-21 15:00:39,681 - Epoch: [49][ 3900/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.548817 +2023-11-21 15:01:34,316 - Epoch: [49][ 4000/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.548754 +2023-11-21 15:02:29,101 - Epoch: [49][ 4100/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.548732 +2023-11-21 15:03:23,822 - Epoch: [49][ 4200/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.548694 +2023-11-21 15:04:18,554 - Epoch: [49][ 4300/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.548662 +2023-11-21 15:05:13,153 - Epoch: [49][ 4400/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548600 +2023-11-21 15:06:07,771 - Epoch: [49][ 4500/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.548546 +2023-11-21 15:07:02,360 - Epoch: [49][ 4600/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.548487 +2023-11-21 15:07:56,991 - Epoch: [49][ 4700/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.548440 +2023-11-21 15:08:51,624 - Epoch: [49][ 4800/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548396 +2023-11-21 15:09:46,332 - Epoch: [49][ 4900/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.548368 +2023-11-21 15:10:40,951 - Epoch: [49][ 5000/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548324 +2023-11-21 15:11:35,649 - Epoch: [49][ 5100/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548297 +2023-11-21 15:12:30,233 - Epoch: [49][ 5200/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548249 +2023-11-21 15:13:24,930 - Epoch: [49][ 5300/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548225 +2023-11-21 15:14:19,666 - Epoch: [49][ 5400/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.548208 +2023-11-21 15:15:14,429 - Epoch: [49][ 5500/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.548197 +2023-11-21 15:16:09,101 - Epoch: [49][ 5600/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548170 +2023-11-21 15:17:03,795 - Epoch: [49][ 5700/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.548148 +2023-11-21 15:17:58,385 - Epoch: [49][ 5800/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.548109 +2023-11-21 15:18:52,975 - Epoch: [49][ 5900/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.548071 +2023-11-21 15:19:47,691 - Epoch: [49][ 6000/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.548055 +2023-11-21 15:20:42,399 - Epoch: [49][ 6100/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.548038 +2023-11-21 15:21:37,002 - Epoch: [49][ 6200/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.548006 +2023-11-21 15:22:31,615 - Epoch: [49][ 6300/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547975 +2023-11-21 15:23:26,229 - Epoch: [49][ 6400/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.547946 +2023-11-21 15:24:20,871 - Epoch: [49][ 6500/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547922 +2023-11-21 15:25:15,515 - Epoch: [49][ 6600/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547899 +2023-11-21 15:26:10,255 - Epoch: [49][ 6700/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547891 +2023-11-21 15:27:04,894 - Epoch: [49][ 6800/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547869 +2023-11-21 15:27:59,461 - Epoch: [49][ 6900/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547837 +2023-11-21 15:28:54,066 - Epoch: [49][ 7000/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.547811 +2023-11-21 15:29:48,680 - Epoch: [49][ 7100/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.547787 +2023-11-21 15:30:43,340 - Epoch: [49][ 7200/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.547770 +2023-11-21 15:31:37,910 - Epoch: [49][ 7300/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.547741 +2023-11-21 15:32:32,502 - Epoch: [49][ 7400/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.547716 +2023-11-21 15:33:27,225 - Epoch: [49][ 7500/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.547709 +2023-11-21 15:34:21,944 - Epoch: [49][ 7600/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547702 +2023-11-21 15:35:16,660 - Epoch: [49][ 7700/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547694 +2023-11-21 15:36:11,437 - Epoch: [49][ 7800/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547695 +2023-11-21 15:37:06,188 - Epoch: [49][ 7900/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547692 +2023-11-21 15:38:01,010 - Epoch: [49][ 8000/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547698 +2023-11-21 15:38:55,801 - Epoch: [49][ 8100/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547701 +2023-11-21 15:39:50,545 - Epoch: [49][ 8200/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547697 +2023-11-21 15:40:45,245 - Epoch: [49][ 8300/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547688 +2023-11-21 15:41:40,072 - Epoch: [49][ 8400/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547695 +2023-11-21 15:42:34,685 - Epoch: [49][ 8500/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547676 +2023-11-21 15:43:29,436 - Epoch: [49][ 8600/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547674 +2023-11-21 15:44:24,211 - Epoch: [49][ 8700/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547674 +2023-11-21 15:45:18,917 - Epoch: [49][ 8800/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547667 +2023-11-21 15:46:13,569 - Epoch: [49][ 8900/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547654 +2023-11-21 15:47:08,302 - Epoch: [49][ 9000/12168] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.000063 Time 0.547650 +2023-11-21 15:48:03,084 - Epoch: [49][ 9100/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547651 +2023-11-21 15:48:57,704 - Epoch: [49][ 9200/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547635 +2023-11-21 15:49:52,362 - Epoch: [49][ 9300/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547624 +2023-11-21 15:50:47,161 - Epoch: [49][ 9400/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547627 +2023-11-21 15:51:41,855 - Epoch: [49][ 9500/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547620 +2023-11-21 15:52:36,581 - Epoch: [49][ 9600/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547616 +2023-11-21 15:53:31,364 - Epoch: [49][ 9700/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547617 +2023-11-21 15:54:25,989 - Epoch: [49][ 9800/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.547603 +2023-11-21 15:55:20,721 - Epoch: [49][ 9900/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547600 +2023-11-21 15:56:15,415 - Epoch: [49][10000/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547593 +2023-11-21 15:57:10,153 - Epoch: [49][10100/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547591 +2023-11-21 15:58:04,852 - Epoch: [49][10200/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547585 +2023-11-21 15:58:59,454 - Epoch: [49][10300/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547569 +2023-11-21 15:59:54,127 - Epoch: [49][10400/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547561 +2023-11-21 16:00:48,921 - Epoch: [49][10500/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547564 +2023-11-21 16:01:43,595 - Epoch: [49][10600/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547556 +2023-11-21 16:02:38,304 - Epoch: [49][10700/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547551 +2023-11-21 16:03:33,127 - Epoch: [49][10800/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547557 +2023-11-21 16:04:27,873 - Epoch: [49][10900/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547556 +2023-11-21 16:05:22,564 - Epoch: [49][11000/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547550 +2023-11-21 16:06:17,327 - Epoch: [49][11100/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547550 +2023-11-21 16:07:12,101 - Epoch: [49][11200/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547552 +2023-11-21 16:08:06,988 - Epoch: [49][11300/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547563 +2023-11-21 16:09:01,681 - Epoch: [49][11400/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547557 +2023-11-21 16:09:56,486 - Epoch: [49][11500/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.547561 +2023-11-21 16:10:51,247 - Epoch: [49][11600/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547562 +2023-11-21 16:11:45,832 - Epoch: [49][11700/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547547 +2023-11-21 16:12:40,457 - Epoch: [49][11800/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547535 +2023-11-21 16:13:35,166 - Epoch: [49][11900/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.547531 +2023-11-21 16:14:29,762 - Epoch: [49][12000/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.547518 +2023-11-21 16:15:24,463 - Epoch: [49][12100/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.547514 +2023-11-21 16:16:01,654 - Epoch: [49][12168/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.547510 +2023-11-21 16:16:02,029 - --- validate (epoch=49)----------- +2023-11-21 16:16:02,029 - 167951 samples (256 per mini-batch) +2023-11-21 16:16:53,041 - Epoch: [49][ 100/ 657] Loss 0.000000 Overall Loss 0.013960 +2023-11-21 16:17:41,714 - Epoch: [49][ 200/ 657] Loss 0.000000 Overall Loss 0.013954 +2023-11-21 16:18:30,383 - Epoch: [49][ 300/ 657] Loss 0.000000 Overall Loss 0.013949 +2023-11-21 16:19:19,053 - Epoch: [49][ 400/ 657] Loss 0.000000 Overall Loss 0.013965 +2023-11-21 16:20:07,738 - Epoch: [49][ 500/ 657] Loss 0.000000 Overall Loss 0.013962 +2023-11-21 16:20:56,413 - Epoch: [49][ 600/ 657] Loss 0.000000 Overall Loss 0.013963 +2023-11-21 16:21:23,704 - Epoch: [49][ 657/ 657] Loss 0.000000 Overall Loss 0.013960 +2023-11-21 16:21:23,911 - ==> Overall Loss: 0.014 + +2023-11-21 16:21:23,912 - ==> Best [Overall Loss: 0.013818 on epoch: 45] +2023-11-21 16:21:23,913 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 16:21:23,934 - + +2023-11-21 16:21:23,934 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 16:22:27,063 - Epoch: [50][ 100/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.631254 +2023-11-21 16:23:21,727 - Epoch: [50][ 200/12168] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.000063 Time 0.588932 +2023-11-21 16:24:16,357 - Epoch: [50][ 300/12168] Overall Loss 0.013230 Objective Loss 0.000000 Distill Loss 0.013230 LR 0.000063 Time 0.574712 +2023-11-21 16:25:10,939 - Epoch: [50][ 400/12168] Overall Loss 0.013223 Objective Loss 0.000000 Distill Loss 0.013223 LR 0.000063 Time 0.567480 +2023-11-21 16:26:05,512 - Epoch: [50][ 500/12168] Overall Loss 0.013213 Objective Loss 0.000000 Distill Loss 0.013213 LR 0.000063 Time 0.563124 +2023-11-21 16:27:00,144 - Epoch: [50][ 600/12168] Overall Loss 0.013213 Objective Loss 0.000000 Distill Loss 0.013213 LR 0.000063 Time 0.560318 +2023-11-21 16:27:54,811 - Epoch: [50][ 700/12168] Overall Loss 0.013217 Objective Loss 0.000000 Distill Loss 0.013217 LR 0.000063 Time 0.558365 +2023-11-21 16:28:49,477 - Epoch: [50][ 800/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.556898 +2023-11-21 16:29:44,186 - Epoch: [50][ 900/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.555804 +2023-11-21 16:30:38,865 - Epoch: [50][ 1000/12168] Overall Loss 0.013229 Objective Loss 0.000000 Distill Loss 0.013229 LR 0.000063 Time 0.554900 +2023-11-21 16:31:33,521 - Epoch: [50][ 1100/12168] Overall Loss 0.013228 Objective Loss 0.000000 Distill Loss 0.013228 LR 0.000063 Time 0.554139 +2023-11-21 16:32:28,163 - Epoch: [50][ 1200/12168] Overall Loss 0.013223 Objective Loss 0.000000 Distill Loss 0.013223 LR 0.000063 Time 0.553493 +2023-11-21 16:33:22,758 - Epoch: [50][ 1300/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.552910 +2023-11-21 16:34:17,437 - Epoch: [50][ 1400/12168] Overall Loss 0.013218 Objective Loss 0.000000 Distill Loss 0.013218 LR 0.000063 Time 0.552471 +2023-11-21 16:35:12,107 - Epoch: [50][ 1500/12168] Overall Loss 0.013222 Objective Loss 0.000000 Distill Loss 0.013222 LR 0.000063 Time 0.552085 +2023-11-21 16:36:06,797 - Epoch: [50][ 1600/12168] Overall Loss 0.013220 Objective Loss 0.000000 Distill Loss 0.013220 LR 0.000063 Time 0.551759 +2023-11-21 16:37:01,478 - Epoch: [50][ 1700/12168] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.000063 Time 0.551465 +2023-11-21 16:37:56,056 - Epoch: [50][ 1800/12168] Overall Loss 0.013224 Objective Loss 0.000000 Distill Loss 0.013224 LR 0.000063 Time 0.551148 +2023-11-21 16:38:50,738 - Epoch: [50][ 1900/12168] Overall Loss 0.013222 Objective Loss 0.000000 Distill Loss 0.013222 LR 0.000063 Time 0.550918 +2023-11-21 16:39:45,433 - Epoch: [50][ 2000/12168] Overall Loss 0.013221 Objective Loss 0.000000 Distill Loss 0.013221 LR 0.000063 Time 0.550718 +2023-11-21 16:40:40,158 - Epoch: [50][ 2100/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.550552 +2023-11-21 16:41:34,712 - Epoch: [50][ 2200/12168] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.000063 Time 0.550323 +2023-11-21 16:42:29,354 - Epoch: [50][ 2300/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.550152 +2023-11-21 16:43:24,042 - Epoch: [50][ 2400/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.550014 +2023-11-21 16:44:18,669 - Epoch: [50][ 2500/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.549863 +2023-11-21 16:45:13,355 - Epoch: [50][ 2600/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.549747 +2023-11-21 16:46:08,033 - Epoch: [50][ 2700/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.549636 +2023-11-21 16:47:02,734 - Epoch: [50][ 2800/12168] Overall Loss 0.013213 Objective Loss 0.000000 Distill Loss 0.013213 LR 0.000063 Time 0.549541 +2023-11-21 16:47:57,393 - Epoch: [50][ 2900/12168] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.000063 Time 0.549438 +2023-11-21 16:48:52,038 - Epoch: [50][ 3000/12168] Overall Loss 0.013215 Objective Loss 0.000000 Distill Loss 0.013215 LR 0.000063 Time 0.549337 +2023-11-21 16:49:46,744 - Epoch: [50][ 3100/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.549263 +2023-11-21 16:50:41,452 - Epoch: [50][ 3200/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.549194 +2023-11-21 16:51:36,037 - Epoch: [50][ 3300/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.549091 +2023-11-21 16:52:30,709 - Epoch: [50][ 3400/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.549021 +2023-11-21 16:53:25,339 - Epoch: [50][ 3500/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.548942 +2023-11-21 16:54:20,041 - Epoch: [50][ 3600/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.548888 +2023-11-21 16:55:14,701 - Epoch: [50][ 3700/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.548825 +2023-11-21 16:56:09,261 - Epoch: [50][ 3800/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.548740 +2023-11-21 16:57:03,953 - Epoch: [50][ 3900/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548692 +2023-11-21 16:57:58,640 - Epoch: [50][ 4000/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548646 +2023-11-21 16:58:53,315 - Epoch: [50][ 4100/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548599 +2023-11-21 16:59:48,041 - Epoch: [50][ 4200/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.548566 +2023-11-21 17:00:42,732 - Epoch: [50][ 4300/12168] Overall Loss 0.013207 Objective Loss 0.000000 Distill Loss 0.013207 LR 0.000063 Time 0.548527 +2023-11-21 17:01:37,406 - Epoch: [50][ 4400/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.548486 +2023-11-21 17:02:32,060 - Epoch: [50][ 4500/12168] Overall Loss 0.013207 Objective Loss 0.000000 Distill Loss 0.013207 LR 0.000063 Time 0.548442 +2023-11-21 17:03:26,689 - Epoch: [50][ 4600/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.548394 +2023-11-21 17:04:21,284 - Epoch: [50][ 4700/12168] Overall Loss 0.013207 Objective Loss 0.000000 Distill Loss 0.013207 LR 0.000063 Time 0.548342 +2023-11-21 17:05:16,052 - Epoch: [50][ 4800/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.548327 +2023-11-21 17:06:10,688 - Epoch: [50][ 4900/12168] Overall Loss 0.013207 Objective Loss 0.000000 Distill Loss 0.013207 LR 0.000063 Time 0.548287 +2023-11-21 17:07:05,362 - Epoch: [50][ 5000/12168] Overall Loss 0.013207 Objective Loss 0.000000 Distill Loss 0.013207 LR 0.000063 Time 0.548255 +2023-11-21 17:08:00,041 - Epoch: [50][ 5100/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548226 +2023-11-21 17:08:54,729 - Epoch: [50][ 5200/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548199 +2023-11-21 17:09:49,387 - Epoch: [50][ 5300/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548168 +2023-11-21 17:10:44,135 - Epoch: [50][ 5400/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548155 +2023-11-21 17:11:38,809 - Epoch: [50][ 5500/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.548128 +2023-11-21 17:12:33,504 - Epoch: [50][ 5600/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548107 +2023-11-21 17:13:28,169 - Epoch: [50][ 5700/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.548081 +2023-11-21 17:14:22,833 - Epoch: [50][ 5800/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548055 +2023-11-21 17:15:17,487 - Epoch: [50][ 5900/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.548029 +2023-11-21 17:16:12,216 - Epoch: [50][ 6000/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.548016 +2023-11-21 17:17:06,944 - Epoch: [50][ 6100/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.548004 +2023-11-21 17:18:01,573 - Epoch: [50][ 6200/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547976 +2023-11-21 17:18:56,282 - Epoch: [50][ 6300/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547961 +2023-11-21 17:19:50,882 - Epoch: [50][ 6400/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547930 +2023-11-21 17:20:45,514 - Epoch: [50][ 6500/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.547905 +2023-11-21 17:21:40,176 - Epoch: [50][ 6600/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547885 +2023-11-21 17:22:34,871 - Epoch: [50][ 6700/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547870 +2023-11-21 17:23:29,508 - Epoch: [50][ 6800/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547848 +2023-11-21 17:24:24,161 - Epoch: [50][ 6900/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.547828 +2023-11-21 17:25:18,900 - Epoch: [50][ 7000/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.547822 +2023-11-21 17:26:13,601 - Epoch: [50][ 7100/12168] Overall Loss 0.013205 Objective Loss 0.000000 Distill Loss 0.013205 LR 0.000063 Time 0.547810 +2023-11-21 17:27:08,337 - Epoch: [50][ 7200/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.547803 +2023-11-21 17:28:03,043 - Epoch: [50][ 7300/12168] Overall Loss 0.013205 Objective Loss 0.000000 Distill Loss 0.013205 LR 0.000063 Time 0.547792 +2023-11-21 17:28:57,714 - Epoch: [50][ 7400/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.547777 +2023-11-21 17:29:52,436 - Epoch: [50][ 7500/12168] Overall Loss 0.013206 Objective Loss 0.000000 Distill Loss 0.013206 LR 0.000063 Time 0.547770 +2023-11-21 17:30:47,191 - Epoch: [50][ 7600/12168] Overall Loss 0.013207 Objective Loss 0.000000 Distill Loss 0.013207 LR 0.000063 Time 0.547766 +2023-11-21 17:31:41,784 - Epoch: [50][ 7700/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547742 +2023-11-21 17:32:36,462 - Epoch: [50][ 7800/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547729 +2023-11-21 17:33:31,263 - Epoch: [50][ 7900/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547732 +2023-11-21 17:34:25,950 - Epoch: [50][ 8000/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547721 +2023-11-21 17:35:20,592 - Epoch: [50][ 8100/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547705 +2023-11-21 17:36:15,185 - Epoch: [50][ 8200/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547683 +2023-11-21 17:37:09,847 - Epoch: [50][ 8300/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.547670 +2023-11-21 17:38:04,603 - Epoch: [50][ 8400/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.547668 +2023-11-21 17:38:59,288 - Epoch: [50][ 8500/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547658 +2023-11-21 17:39:54,049 - Epoch: [50][ 8600/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547657 +2023-11-21 17:40:48,784 - Epoch: [50][ 8700/12168] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.000063 Time 0.547653 +2023-11-21 17:41:43,519 - Epoch: [50][ 8800/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.547649 +2023-11-21 17:42:38,305 - Epoch: [50][ 8900/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.547651 +2023-11-21 17:43:33,132 - Epoch: [50][ 9000/12168] Overall Loss 0.013209 Objective Loss 0.000000 Distill Loss 0.013209 LR 0.000063 Time 0.547658 +2023-11-21 17:44:27,964 - Epoch: [50][ 9100/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547665 +2023-11-21 17:45:22,628 - Epoch: [50][ 9200/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547653 +2023-11-21 17:46:17,381 - Epoch: [50][ 9300/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547652 +2023-11-21 17:47:12,125 - Epoch: [50][ 9400/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547649 +2023-11-21 17:48:06,916 - Epoch: [50][ 9500/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547652 +2023-11-21 17:49:01,668 - Epoch: [50][ 9600/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547650 +2023-11-21 17:49:56,429 - Epoch: [50][ 9700/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547649 +2023-11-21 17:50:51,265 - Epoch: [50][ 9800/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547656 +2023-11-21 17:51:45,959 - Epoch: [50][ 9900/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547649 +2023-11-21 17:52:40,757 - Epoch: [50][10000/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547651 +2023-11-21 17:53:35,530 - Epoch: [50][10100/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547652 +2023-11-21 17:54:30,226 - Epoch: [50][10200/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547645 +2023-11-21 17:55:25,003 - Epoch: [50][10300/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547646 +2023-11-21 17:56:19,727 - Epoch: [50][10400/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547642 +2023-11-21 17:57:14,435 - Epoch: [50][10500/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547636 +2023-11-21 17:58:09,205 - Epoch: [50][10600/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547636 +2023-11-21 17:59:03,979 - Epoch: [50][10700/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547637 +2023-11-21 17:59:58,662 - Epoch: [50][10800/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547629 +2023-11-21 18:00:53,340 - Epoch: [50][10900/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547621 +2023-11-21 18:01:48,100 - Epoch: [50][11000/12168] Overall Loss 0.013210 Objective Loss 0.000000 Distill Loss 0.013210 LR 0.000063 Time 0.547621 +2023-11-21 18:02:42,851 - Epoch: [50][11100/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547619 +2023-11-21 18:03:37,558 - Epoch: [50][11200/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547614 +2023-11-21 18:04:32,324 - Epoch: [50][11300/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547614 +2023-11-21 18:05:27,046 - Epoch: [50][11400/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547611 +2023-11-21 18:06:21,724 - Epoch: [50][11500/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547603 +2023-11-21 18:07:16,537 - Epoch: [50][11600/12168] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.000063 Time 0.547608 +2023-11-21 18:08:11,343 - Epoch: [50][11700/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547611 +2023-11-21 18:09:06,110 - Epoch: [50][11800/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547611 +2023-11-21 18:10:00,929 - Epoch: [50][11900/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547616 +2023-11-21 18:10:55,619 - Epoch: [50][12000/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547610 +2023-11-21 18:11:50,328 - Epoch: [50][12100/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547605 +2023-11-21 18:12:27,422 - Epoch: [50][12168/12168] Overall Loss 0.013212 Objective Loss 0.000000 Distill Loss 0.013212 LR 0.000063 Time 0.547593 +2023-11-21 18:12:27,811 - --- validate (epoch=50)----------- +2023-11-21 18:12:27,811 - 167951 samples (256 per mini-batch) +2023-11-21 18:13:18,793 - Epoch: [50][ 100/ 657] Loss 0.000000 Overall Loss 0.013819 +2023-11-21 18:14:07,455 - Epoch: [50][ 200/ 657] Loss 0.000000 Overall Loss 0.013835 +2023-11-21 18:14:56,103 - Epoch: [50][ 300/ 657] Loss 0.000000 Overall Loss 0.013832 +2023-11-21 18:15:44,775 - Epoch: [50][ 400/ 657] Loss 0.000000 Overall Loss 0.013829 +2023-11-21 18:16:33,466 - Epoch: [50][ 500/ 657] Loss 0.000000 Overall Loss 0.013836 +2023-11-21 18:17:22,135 - Epoch: [50][ 600/ 657] Loss 0.000000 Overall Loss 0.013828 +2023-11-21 18:17:49,429 - Epoch: [50][ 657/ 657] Loss 0.000000 Overall Loss 0.013833 +2023-11-21 18:17:49,638 - ==> Overall Loss: 0.014 + +2023-11-21 18:17:49,640 - ==> Best [Overall Loss: 0.013818 on epoch: 45] +2023-11-21 18:17:49,640 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 18:17:49,661 - + +2023-11-21 18:17:49,661 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 18:18:53,833 - Epoch: [51][ 100/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.641685 +2023-11-21 18:19:48,508 - Epoch: [51][ 200/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.594204 +2023-11-21 18:20:43,137 - Epoch: [51][ 300/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.578221 +2023-11-21 18:21:37,823 - Epoch: [51][ 400/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.570374 +2023-11-21 18:22:32,486 - Epoch: [51][ 500/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.565618 +2023-11-21 18:23:27,214 - Epoch: [51][ 600/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.562557 +2023-11-21 18:24:21,836 - Epoch: [51][ 700/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.560219 +2023-11-21 18:25:16,488 - Epoch: [51][ 800/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.558503 +2023-11-21 18:26:11,244 - Epoch: [51][ 900/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.557284 +2023-11-21 18:27:05,932 - Epoch: [51][ 1000/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.556240 +2023-11-21 18:28:00,609 - Epoch: [51][ 1100/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.555377 +2023-11-21 18:28:55,189 - Epoch: [51][ 1200/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.554576 +2023-11-21 18:29:49,885 - Epoch: [51][ 1300/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.553988 +2023-11-21 18:30:44,541 - Epoch: [51][ 1400/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.553455 +2023-11-21 18:31:39,131 - Epoch: [51][ 1500/12168] Overall Loss 0.013197 Objective Loss 0.000000 Distill Loss 0.013197 LR 0.000063 Time 0.552950 +2023-11-21 18:32:33,773 - Epoch: [51][ 1600/12168] Overall Loss 0.013196 Objective Loss 0.000000 Distill Loss 0.013196 LR 0.000063 Time 0.552540 +2023-11-21 18:33:28,384 - Epoch: [51][ 1700/12168] Overall Loss 0.013199 Objective Loss 0.000000 Distill Loss 0.013199 LR 0.000063 Time 0.552160 +2023-11-21 18:34:22,999 - Epoch: [51][ 1800/12168] Overall Loss 0.013198 Objective Loss 0.000000 Distill Loss 0.013198 LR 0.000063 Time 0.551824 +2023-11-21 18:35:17,583 - Epoch: [51][ 1900/12168] Overall Loss 0.013199 Objective Loss 0.000000 Distill Loss 0.013199 LR 0.000063 Time 0.551507 +2023-11-21 18:36:12,239 - Epoch: [51][ 2000/12168] Overall Loss 0.013199 Objective Loss 0.000000 Distill Loss 0.013199 LR 0.000063 Time 0.551259 +2023-11-21 18:37:06,949 - Epoch: [51][ 2100/12168] Overall Loss 0.013199 Objective Loss 0.000000 Distill Loss 0.013199 LR 0.000063 Time 0.551059 +2023-11-21 18:38:01,569 - Epoch: [51][ 2200/12168] Overall Loss 0.013200 Objective Loss 0.000000 Distill Loss 0.013200 LR 0.000063 Time 0.550837 +2023-11-21 18:38:56,295 - Epoch: [51][ 2300/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.550680 +2023-11-21 18:39:51,020 - Epoch: [51][ 2400/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.550536 +2023-11-21 18:40:45,757 - Epoch: [51][ 2500/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.550408 +2023-11-21 18:41:40,356 - Epoch: [51][ 2600/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.550237 +2023-11-21 18:42:35,084 - Epoch: [51][ 2700/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.550126 +2023-11-21 18:43:29,713 - Epoch: [51][ 2800/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.549988 +2023-11-21 18:44:24,523 - Epoch: [51][ 2900/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.549922 +2023-11-21 18:45:19,223 - Epoch: [51][ 3000/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.549824 +2023-11-21 18:46:13,941 - Epoch: [51][ 3100/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.549737 +2023-11-21 18:47:08,825 - Epoch: [51][ 3200/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.549708 +2023-11-21 18:48:03,512 - Epoch: [51][ 3300/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.549621 +2023-11-21 18:48:58,176 - Epoch: [51][ 3400/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.549533 +2023-11-21 18:49:52,857 - Epoch: [51][ 3500/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.549454 +2023-11-21 18:50:47,520 - Epoch: [51][ 3600/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.549375 +2023-11-21 18:51:42,172 - Epoch: [51][ 3700/12168] Overall Loss 0.013188 Objective Loss 0.000000 Distill Loss 0.013188 LR 0.000063 Time 0.549297 +2023-11-21 18:52:36,790 - Epoch: [51][ 3800/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.549214 +2023-11-21 18:53:31,484 - Epoch: [51][ 3900/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.549155 +2023-11-21 18:54:26,180 - Epoch: [51][ 4000/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.549099 +2023-11-21 18:55:20,838 - Epoch: [51][ 4100/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.549037 +2023-11-21 18:56:15,472 - Epoch: [51][ 4200/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.548972 +2023-11-21 18:57:10,214 - Epoch: [51][ 4300/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.548935 +2023-11-21 18:58:04,885 - Epoch: [51][ 4400/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.548884 +2023-11-21 18:58:59,506 - Epoch: [51][ 4500/12168] Overall Loss 0.013188 Objective Loss 0.000000 Distill Loss 0.013188 LR 0.000063 Time 0.548824 +2023-11-21 18:59:54,115 - Epoch: [51][ 4600/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.548764 +2023-11-21 19:00:48,764 - Epoch: [51][ 4700/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.548715 +2023-11-21 19:01:43,395 - Epoch: [51][ 4800/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.548664 +2023-11-21 19:02:38,057 - Epoch: [51][ 4900/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.548622 +2023-11-21 19:03:32,709 - Epoch: [51][ 5000/12168] Overall Loss 0.013188 Objective Loss 0.000000 Distill Loss 0.013188 LR 0.000063 Time 0.548579 +2023-11-21 19:04:27,503 - Epoch: [51][ 5100/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.548566 +2023-11-21 19:05:22,179 - Epoch: [51][ 5200/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.548531 +2023-11-21 19:06:16,945 - Epoch: [51][ 5300/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.548513 +2023-11-21 19:07:11,687 - Epoch: [51][ 5400/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.548493 +2023-11-21 19:08:06,329 - Epoch: [51][ 5500/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.548455 +2023-11-21 19:09:01,013 - Epoch: [51][ 5600/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.548425 +2023-11-21 19:09:55,776 - Epoch: [51][ 5700/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.548411 +2023-11-21 19:10:50,543 - Epoch: [51][ 5800/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.548397 +2023-11-21 19:11:45,322 - Epoch: [51][ 5900/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.548386 +2023-11-21 19:12:39,974 - Epoch: [51][ 6000/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.548355 +2023-11-21 19:13:35,422 - Epoch: [51][ 6100/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.548455 +2023-11-21 19:14:35,115 - Epoch: [51][ 6200/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.549236 +2023-11-21 19:15:39,891 - Epoch: [51][ 6300/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.550800 +2023-11-21 19:16:44,588 - Epoch: [51][ 6400/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.552302 +2023-11-21 19:17:49,361 - Epoch: [51][ 6500/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.553770 +2023-11-21 19:18:53,822 - Epoch: [51][ 6600/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.555145 +2023-11-21 19:19:58,270 - Epoch: [51][ 6700/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.556478 +2023-11-21 19:21:02,212 - Epoch: [51][ 6800/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.557698 +2023-11-21 19:22:06,315 - Epoch: [51][ 6900/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.558905 +2023-11-21 19:23:11,030 - Epoch: [51][ 7000/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.560165 +2023-11-21 19:24:16,194 - Epoch: [51][ 7100/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.561453 +2023-11-21 19:25:21,326 - Epoch: [51][ 7200/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.562701 +2023-11-21 19:26:25,761 - Epoch: [51][ 7300/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.563819 +2023-11-21 19:27:30,140 - Epoch: [51][ 7400/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.564899 +2023-11-21 19:28:34,595 - Epoch: [51][ 7500/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.565961 +2023-11-21 19:29:39,340 - Epoch: [51][ 7600/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.567033 +2023-11-21 19:30:44,413 - Epoch: [51][ 7700/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.568120 +2023-11-21 19:31:49,556 - Epoch: [51][ 7800/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.569187 +2023-11-21 19:32:54,809 - Epoch: [51][ 7900/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.570242 +2023-11-21 19:34:00,236 - Epoch: [51][ 8000/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.571292 +2023-11-21 19:35:05,638 - Epoch: [51][ 8100/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.572313 +2023-11-21 19:36:10,361 - Epoch: [51][ 8200/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.573226 +2023-11-21 19:37:14,866 - Epoch: [51][ 8300/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.574091 +2023-11-21 19:38:19,855 - Epoch: [51][ 8400/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.574993 +2023-11-21 19:39:24,965 - Epoch: [51][ 8500/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.575888 +2023-11-21 19:40:30,038 - Epoch: [51][ 8600/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.576758 +2023-11-21 19:41:35,212 - Epoch: [51][ 8700/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.577620 +2023-11-21 19:42:40,123 - Epoch: [51][ 8800/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.578432 +2023-11-21 19:43:44,988 - Epoch: [51][ 8900/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.579220 +2023-11-21 19:44:49,735 - Epoch: [51][ 9000/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.579978 +2023-11-21 19:45:54,442 - Epoch: [51][ 9100/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.580715 +2023-11-21 19:46:59,035 - Epoch: [51][ 9200/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.581424 +2023-11-21 19:48:03,992 - Epoch: [51][ 9300/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.582156 +2023-11-21 19:49:09,277 - Epoch: [51][ 9400/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.582908 +2023-11-21 19:50:14,566 - Epoch: [51][ 9500/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.583645 +2023-11-21 19:51:19,764 - Epoch: [51][ 9600/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.584356 +2023-11-21 19:52:24,839 - Epoch: [51][ 9700/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.585040 +2023-11-21 19:53:29,956 - Epoch: [51][ 9800/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.585715 +2023-11-21 19:54:34,948 - Epoch: [51][ 9900/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.586363 +2023-11-21 19:55:40,409 - Epoch: [51][10000/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.587045 +2023-11-21 19:56:45,939 - Epoch: [51][10100/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.587721 +2023-11-21 19:57:50,847 - Epoch: [51][10200/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.588322 +2023-11-21 19:58:56,224 - Epoch: [51][10300/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.588957 +2023-11-21 20:00:01,090 - Epoch: [51][10400/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.589531 +2023-11-21 20:01:04,558 - Epoch: [51][10500/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.589961 +2023-11-21 20:02:08,241 - Epoch: [51][10600/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.590403 +2023-11-21 20:03:07,373 - Epoch: [51][10700/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.590411 +2023-11-21 20:04:02,125 - Epoch: [51][10800/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.590013 +2023-11-21 20:04:56,928 - Epoch: [51][10900/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.589628 +2023-11-21 20:05:51,641 - Epoch: [51][11000/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.589241 +2023-11-21 20:06:46,369 - Epoch: [51][11100/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.588863 +2023-11-21 20:07:41,114 - Epoch: [51][11200/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.588493 +2023-11-21 20:08:35,947 - Epoch: [51][11300/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.588137 +2023-11-21 20:09:30,711 - Epoch: [51][11400/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.587782 +2023-11-21 20:10:25,479 - Epoch: [51][11500/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.587433 +2023-11-21 20:11:20,211 - Epoch: [51][11600/12168] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.000063 Time 0.587087 +2023-11-21 20:12:14,890 - Epoch: [51][11700/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.586742 +2023-11-21 20:13:09,653 - Epoch: [51][11800/12168] Overall Loss 0.013195 Objective Loss 0.000000 Distill Loss 0.013195 LR 0.000063 Time 0.586410 +2023-11-21 20:14:04,418 - Epoch: [51][11900/12168] Overall Loss 0.013195 Objective Loss 0.000000 Distill Loss 0.013195 LR 0.000063 Time 0.586084 +2023-11-21 20:14:59,163 - Epoch: [51][12000/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.585762 +2023-11-21 20:15:54,043 - Epoch: [51][12100/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.585456 +2023-11-21 20:16:31,099 - Epoch: [51][12168/12168] Overall Loss 0.013194 Objective Loss 0.000000 Distill Loss 0.013194 LR 0.000063 Time 0.585230 +2023-11-21 20:16:31,485 - --- validate (epoch=51)----------- +2023-11-21 20:16:31,486 - 167951 samples (256 per mini-batch) +2023-11-21 20:17:22,202 - Epoch: [51][ 100/ 657] Loss 0.000000 Overall Loss 0.013743 +2023-11-21 20:18:10,952 - Epoch: [51][ 200/ 657] Loss 0.000000 Overall Loss 0.013749 +2023-11-21 20:18:59,668 - Epoch: [51][ 300/ 657] Loss 0.000000 Overall Loss 0.013749 +2023-11-21 20:19:48,426 - Epoch: [51][ 400/ 657] Loss 0.000000 Overall Loss 0.013762 +2023-11-21 20:20:37,161 - Epoch: [51][ 500/ 657] Loss 0.000000 Overall Loss 0.013771 +2023-11-21 20:21:25,861 - Epoch: [51][ 600/ 657] Loss 0.000000 Overall Loss 0.013771 +2023-11-21 20:21:53,179 - Epoch: [51][ 657/ 657] Loss 0.000000 Overall Loss 0.013768 +2023-11-21 20:21:53,387 - ==> Overall Loss: 0.014 + +2023-11-21 20:21:53,389 - ==> Best [Overall Loss: 0.013768 on epoch: 51] +2023-11-21 20:21:53,389 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 20:21:53,415 - + +2023-11-21 20:21:53,415 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 20:22:58,235 - Epoch: [52][ 100/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.648161 +2023-11-21 20:23:52,908 - Epoch: [52][ 200/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.597428 +2023-11-21 20:24:47,729 - Epoch: [52][ 300/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.581010 +2023-11-21 20:25:42,471 - Epoch: [52][ 400/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.572604 +2023-11-21 20:26:37,104 - Epoch: [52][ 500/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.567344 +2023-11-21 20:27:31,848 - Epoch: [52][ 600/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.564021 +2023-11-21 20:28:26,625 - Epoch: [52][ 700/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.561695 +2023-11-21 20:29:21,353 - Epoch: [52][ 800/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.559889 +2023-11-21 20:30:15,987 - Epoch: [52][ 900/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.558381 +2023-11-21 20:31:10,645 - Epoch: [52][ 1000/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.557197 +2023-11-21 20:32:05,337 - Epoch: [52][ 1100/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.556261 +2023-11-21 20:33:00,058 - Epoch: [52][ 1200/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.555504 +2023-11-21 20:33:54,795 - Epoch: [52][ 1300/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.554876 +2023-11-21 20:34:49,541 - Epoch: [52][ 1400/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.554344 +2023-11-21 20:35:44,238 - Epoch: [52][ 1500/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.553850 +2023-11-21 20:36:38,971 - Epoch: [52][ 1600/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.553441 +2023-11-21 20:37:33,630 - Epoch: [52][ 1700/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.553036 +2023-11-21 20:38:28,409 - Epoch: [52][ 1800/12168] Overall Loss 0.013191 Objective Loss 0.000000 Distill Loss 0.013191 LR 0.000063 Time 0.552743 +2023-11-21 20:39:23,258 - Epoch: [52][ 1900/12168] Overall Loss 0.013192 Objective Loss 0.000000 Distill Loss 0.013192 LR 0.000063 Time 0.552518 +2023-11-21 20:40:17,997 - Epoch: [52][ 2000/12168] Overall Loss 0.013189 Objective Loss 0.000000 Distill Loss 0.013189 LR 0.000063 Time 0.552259 +2023-11-21 20:41:12,781 - Epoch: [52][ 2100/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.552047 +2023-11-21 20:42:07,505 - Epoch: [52][ 2200/12168] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.000063 Time 0.551827 +2023-11-21 20:43:02,245 - Epoch: [52][ 2300/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.551634 +2023-11-21 20:43:56,902 - Epoch: [52][ 2400/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.551421 +2023-11-21 20:44:51,587 - Epoch: [52][ 2500/12168] Overall Loss 0.013180 Objective Loss 0.000000 Distill Loss 0.013180 LR 0.000063 Time 0.551237 +2023-11-21 20:45:46,318 - Epoch: [52][ 2600/12168] Overall Loss 0.013180 Objective Loss 0.000000 Distill Loss 0.013180 LR 0.000063 Time 0.551085 +2023-11-21 20:46:40,965 - Epoch: [52][ 2700/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.550913 +2023-11-21 20:47:35,733 - Epoch: [52][ 2800/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.550796 +2023-11-21 20:48:30,501 - Epoch: [52][ 2900/12168] Overall Loss 0.013180 Objective Loss 0.000000 Distill Loss 0.013180 LR 0.000063 Time 0.550688 +2023-11-21 20:49:25,197 - Epoch: [52][ 3000/12168] Overall Loss 0.013178 Objective Loss 0.000000 Distill Loss 0.013178 LR 0.000063 Time 0.550562 +2023-11-21 20:50:20,032 - Epoch: [52][ 3100/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.550490 +2023-11-21 20:51:14,715 - Epoch: [52][ 3200/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.550375 +2023-11-21 20:52:09,429 - Epoch: [52][ 3300/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.550276 +2023-11-21 20:53:04,229 - Epoch: [52][ 3400/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.550208 +2023-11-21 20:53:59,016 - Epoch: [52][ 3500/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.550140 +2023-11-21 20:54:53,772 - Epoch: [52][ 3600/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.550068 +2023-11-21 20:55:48,501 - Epoch: [52][ 3700/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.549992 +2023-11-21 20:56:43,091 - Epoch: [52][ 3800/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.549883 +2023-11-21 20:57:37,781 - Epoch: [52][ 3900/12168] Overall Loss 0.013178 Objective Loss 0.000000 Distill Loss 0.013178 LR 0.000063 Time 0.549806 +2023-11-21 20:58:32,513 - Epoch: [52][ 4000/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.549743 +2023-11-21 20:59:27,351 - Epoch: [52][ 4100/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.549709 +2023-11-21 21:00:22,110 - Epoch: [52][ 4200/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.549658 +2023-11-21 21:01:17,009 - Epoch: [52][ 4300/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.549641 +2023-11-21 21:02:11,917 - Epoch: [52][ 4400/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.549628 +2023-11-21 21:03:06,641 - Epoch: [52][ 4500/12168] Overall Loss 0.013178 Objective Loss 0.000000 Distill Loss 0.013178 LR 0.000063 Time 0.549574 +2023-11-21 21:04:01,477 - Epoch: [52][ 4600/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.549547 +2023-11-21 21:04:56,345 - Epoch: [52][ 4700/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.549528 +2023-11-21 21:05:51,088 - Epoch: [52][ 4800/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.549484 +2023-11-21 21:06:45,878 - Epoch: [52][ 4900/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.549451 +2023-11-21 21:07:40,613 - Epoch: [52][ 5000/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.549408 +2023-11-21 21:08:35,392 - Epoch: [52][ 5100/12168] Overall Loss 0.013179 Objective Loss 0.000000 Distill Loss 0.013179 LR 0.000063 Time 0.549376 +2023-11-21 21:09:30,161 - Epoch: [52][ 5200/12168] Overall Loss 0.013179 Objective Loss 0.000000 Distill Loss 0.013179 LR 0.000063 Time 0.549343 +2023-11-21 21:10:24,861 - Epoch: [52][ 5300/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.549298 +2023-11-21 21:11:19,619 - Epoch: [52][ 5400/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.549266 +2023-11-21 21:12:14,381 - Epoch: [52][ 5500/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.549235 +2023-11-21 21:13:09,128 - Epoch: [52][ 5600/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.549203 +2023-11-21 21:14:03,903 - Epoch: [52][ 5700/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.549177 +2023-11-21 21:14:58,626 - Epoch: [52][ 5800/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.549143 +2023-11-21 21:15:53,407 - Epoch: [52][ 5900/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.549120 +2023-11-21 21:16:48,183 - Epoch: [52][ 6000/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.549097 +2023-11-21 21:17:42,850 - Epoch: [52][ 6100/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.549056 +2023-11-21 21:18:37,630 - Epoch: [52][ 6200/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.549035 +2023-11-21 21:19:32,449 - Epoch: [52][ 6300/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.549022 +2023-11-21 21:20:27,284 - Epoch: [52][ 6400/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.549011 +2023-11-21 21:21:22,117 - Epoch: [52][ 6500/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.549000 +2023-11-21 21:22:17,111 - Epoch: [52][ 6600/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.549013 +2023-11-21 21:23:11,880 - Epoch: [52][ 6700/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.548993 +2023-11-21 21:24:06,631 - Epoch: [52][ 6800/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.548971 +2023-11-21 21:25:01,506 - Epoch: [52][ 6900/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.548967 +2023-11-21 21:25:56,296 - Epoch: [52][ 7000/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.548952 +2023-11-21 21:26:51,029 - Epoch: [52][ 7100/12168] Overall Loss 0.013180 Objective Loss 0.000000 Distill Loss 0.013180 LR 0.000063 Time 0.548928 +2023-11-21 21:27:45,770 - Epoch: [52][ 7200/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.548907 +2023-11-21 21:28:40,455 - Epoch: [52][ 7300/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.548878 +2023-11-21 21:29:35,203 - Epoch: [52][ 7400/12168] Overall Loss 0.013181 Objective Loss 0.000000 Distill Loss 0.013181 LR 0.000063 Time 0.548859 +2023-11-21 21:30:29,884 - Epoch: [52][ 7500/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.548831 +2023-11-21 21:31:24,743 - Epoch: [52][ 7600/12168] Overall Loss 0.013182 Objective Loss 0.000000 Distill Loss 0.013182 LR 0.000063 Time 0.548828 +2023-11-21 21:32:19,459 - Epoch: [52][ 7700/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548806 +2023-11-21 21:33:14,233 - Epoch: [52][ 7800/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548792 +2023-11-21 21:34:08,986 - Epoch: [52][ 7900/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548775 +2023-11-21 21:35:03,690 - Epoch: [52][ 8000/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548753 +2023-11-21 21:35:58,544 - Epoch: [52][ 8100/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548750 +2023-11-21 21:36:53,448 - Epoch: [52][ 8200/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548753 +2023-11-21 21:37:48,321 - Epoch: [52][ 8300/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548753 +2023-11-21 21:38:43,111 - Epoch: [52][ 8400/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548742 +2023-11-21 21:39:37,835 - Epoch: [52][ 8500/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548724 +2023-11-21 21:40:32,745 - Epoch: [52][ 8600/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548728 +2023-11-21 21:41:27,581 - Epoch: [52][ 8700/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548723 +2023-11-21 21:42:22,466 - Epoch: [52][ 8800/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548725 +2023-11-21 21:43:17,244 - Epoch: [52][ 8900/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548714 +2023-11-21 21:44:12,072 - Epoch: [52][ 9000/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548708 +2023-11-21 21:45:06,951 - Epoch: [52][ 9100/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548709 +2023-11-21 21:46:01,679 - Epoch: [52][ 9200/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548693 +2023-11-21 21:46:56,433 - Epoch: [52][ 9300/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548680 +2023-11-21 21:47:51,168 - Epoch: [52][ 9400/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548666 +2023-11-21 21:48:45,936 - Epoch: [52][ 9500/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548655 +2023-11-21 21:49:40,769 - Epoch: [52][ 9600/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548652 +2023-11-21 21:50:35,525 - Epoch: [52][ 9700/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548640 +2023-11-21 21:51:30,381 - Epoch: [52][ 9800/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548639 +2023-11-21 21:52:25,109 - Epoch: [52][ 9900/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548625 +2023-11-21 21:53:19,792 - Epoch: [52][10000/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548606 +2023-11-21 21:54:14,571 - Epoch: [52][10100/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548598 +2023-11-21 21:55:09,387 - Epoch: [52][10200/12168] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.000063 Time 0.548593 +2023-11-21 21:56:04,230 - Epoch: [52][10300/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548592 +2023-11-21 21:56:59,045 - Epoch: [52][10400/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548587 +2023-11-21 21:57:53,926 - Epoch: [52][10500/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.548589 +2023-11-21 21:58:48,750 - Epoch: [52][10600/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.548585 +2023-11-21 21:59:43,710 - Epoch: [52][10700/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.548594 +2023-11-21 22:00:38,448 - Epoch: [52][10800/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.548583 +2023-11-21 22:01:33,189 - Epoch: [52][10900/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.548572 +2023-11-21 22:02:27,973 - Epoch: [52][11000/12168] Overall Loss 0.013184 Objective Loss 0.000000 Distill Loss 0.013184 LR 0.000063 Time 0.548565 +2023-11-21 22:03:22,806 - Epoch: [52][11100/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.548562 +2023-11-21 22:04:17,658 - Epoch: [52][11200/12168] Overall Loss 0.013185 Objective Loss 0.000000 Distill Loss 0.013185 LR 0.000063 Time 0.548562 +2023-11-21 22:05:12,553 - Epoch: [52][11300/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.548565 +2023-11-21 22:06:07,365 - Epoch: [52][11400/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.548561 +2023-11-21 22:07:02,144 - Epoch: [52][11500/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.548554 +2023-11-21 22:07:57,003 - Epoch: [52][11600/12168] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.000063 Time 0.548554 +2023-11-21 22:08:51,839 - Epoch: [52][11700/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.548552 +2023-11-21 22:09:46,597 - Epoch: [52][11800/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.548543 +2023-11-21 22:10:41,413 - Epoch: [52][11900/12168] Overall Loss 0.013188 Objective Loss 0.000000 Distill Loss 0.013188 LR 0.000063 Time 0.548540 +2023-11-21 22:11:36,185 - Epoch: [52][12000/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.548533 +2023-11-21 22:12:30,933 - Epoch: [52][12100/12168] Overall Loss 0.013188 Objective Loss 0.000000 Distill Loss 0.013188 LR 0.000063 Time 0.548524 +2023-11-21 22:13:07,958 - Epoch: [52][12168/12168] Overall Loss 0.013187 Objective Loss 0.000000 Distill Loss 0.013187 LR 0.000063 Time 0.548501 +2023-11-21 22:13:08,342 - --- validate (epoch=52)----------- +2023-11-21 22:13:08,342 - 167951 samples (256 per mini-batch) +2023-11-21 22:13:58,909 - Epoch: [52][ 100/ 657] Loss 0.000000 Overall Loss 0.013791 +2023-11-21 22:14:47,639 - Epoch: [52][ 200/ 657] Loss 0.000000 Overall Loss 0.013795 +2023-11-21 22:15:36,333 - Epoch: [52][ 300/ 657] Loss 0.000000 Overall Loss 0.013784 +2023-11-21 22:16:25,024 - Epoch: [52][ 400/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-21 22:17:13,732 - Epoch: [52][ 500/ 657] Loss 0.000000 Overall Loss 0.013770 +2023-11-21 22:18:02,443 - Epoch: [52][ 600/ 657] Loss 0.000000 Overall Loss 0.013770 +2023-11-21 22:18:29,749 - Epoch: [52][ 657/ 657] Loss 0.000000 Overall Loss 0.013769 +2023-11-21 22:18:29,956 - ==> Overall Loss: 0.014 + +2023-11-21 22:18:29,958 - ==> Best [Overall Loss: 0.013768 on epoch: 51] +2023-11-21 22:18:29,959 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-21 22:18:29,980 - + +2023-11-21 22:18:29,981 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-21 22:19:34,991 - Epoch: [53][ 100/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.650068 +2023-11-21 22:20:29,645 - Epoch: [53][ 200/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.598287 +2023-11-21 22:21:24,354 - Epoch: [53][ 300/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.581211 +2023-11-21 22:22:19,058 - Epoch: [53][ 400/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.572661 +2023-11-21 22:23:13,793 - Epoch: [53][ 500/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.567591 +2023-11-21 22:24:08,489 - Epoch: [53][ 600/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.564148 +2023-11-21 22:25:03,193 - Epoch: [53][ 700/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.561700 +2023-11-21 22:25:57,942 - Epoch: [53][ 800/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.559920 +2023-11-21 22:26:52,613 - Epoch: [53][ 900/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.558448 +2023-11-21 22:27:47,298 - Epoch: [53][ 1000/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.557286 +2023-11-21 22:28:41,988 - Epoch: [53][ 1100/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.556339 +2023-11-21 22:29:36,725 - Epoch: [53][ 1200/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.555589 +2023-11-21 22:30:31,348 - Epoch: [53][ 1300/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.554867 +2023-11-21 22:31:26,061 - Epoch: [53][ 1400/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.554312 +2023-11-21 22:32:20,800 - Epoch: [53][ 1500/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.553848 +2023-11-21 22:33:15,460 - Epoch: [53][ 1600/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.553393 +2023-11-21 22:34:10,097 - Epoch: [53][ 1700/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.552978 +2023-11-21 22:35:04,797 - Epoch: [53][ 1800/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.552645 +2023-11-21 22:35:59,453 - Epoch: [53][ 1900/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.552322 +2023-11-21 22:36:54,187 - Epoch: [53][ 2000/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.552072 +2023-11-21 22:37:48,817 - Epoch: [53][ 2100/12168] Overall Loss 0.013180 Objective Loss 0.000000 Distill Loss 0.013180 LR 0.000063 Time 0.551796 +2023-11-21 22:38:43,570 - Epoch: [53][ 2200/12168] Overall Loss 0.013180 Objective Loss 0.000000 Distill Loss 0.013180 LR 0.000063 Time 0.551600 +2023-11-21 22:39:38,241 - Epoch: [53][ 2300/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.551386 +2023-11-21 22:40:32,943 - Epoch: [53][ 2400/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.551203 +2023-11-21 22:41:27,576 - Epoch: [53][ 2500/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.551007 +2023-11-21 22:42:22,287 - Epoch: [53][ 2600/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.550856 +2023-11-21 22:43:17,000 - Epoch: [53][ 2700/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.550717 +2023-11-21 22:44:11,822 - Epoch: [53][ 2800/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.550626 +2023-11-21 22:45:06,429 - Epoch: [53][ 2900/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.550468 +2023-11-21 22:46:01,088 - Epoch: [53][ 3000/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.550338 +2023-11-21 22:46:55,728 - Epoch: [53][ 3100/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.550210 +2023-11-21 22:47:50,425 - Epoch: [53][ 3200/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.550108 +2023-11-21 22:48:45,055 - Epoch: [53][ 3300/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.549992 +2023-11-21 22:49:39,670 - Epoch: [53][ 3400/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.549878 +2023-11-21 22:50:34,330 - Epoch: [53][ 3500/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.549783 +2023-11-21 22:51:28,960 - Epoch: [53][ 3600/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.549685 +2023-11-21 22:52:23,522 - Epoch: [53][ 3700/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.549575 +2023-11-21 22:53:18,201 - Epoch: [53][ 3800/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.549501 +2023-11-21 22:54:12,863 - Epoch: [53][ 3900/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.549426 +2023-11-21 22:55:07,708 - Epoch: [53][ 4000/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.549401 +2023-11-21 22:56:02,410 - Epoch: [53][ 4100/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.549342 +2023-11-21 22:56:57,072 - Epoch: [53][ 4200/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.549276 +2023-11-21 22:57:51,584 - Epoch: [53][ 4300/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.549179 +2023-11-21 22:58:46,298 - Epoch: [53][ 4400/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.549132 +2023-11-21 22:59:40,955 - Epoch: [53][ 4500/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.549074 +2023-11-21 23:00:35,643 - Epoch: [53][ 4600/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.549026 +2023-11-21 23:01:30,243 - Epoch: [53][ 4700/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548961 +2023-11-21 23:02:24,905 - Epoch: [53][ 4800/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.548912 +2023-11-21 23:03:19,561 - Epoch: [53][ 4900/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.548863 +2023-11-21 23:04:14,140 - Epoch: [53][ 5000/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548801 +2023-11-21 23:05:08,782 - Epoch: [53][ 5100/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548754 +2023-11-21 23:06:03,343 - Epoch: [53][ 5200/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548693 +2023-11-21 23:06:57,976 - Epoch: [53][ 5300/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548648 +2023-11-21 23:07:52,609 - Epoch: [53][ 5400/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548604 +2023-11-21 23:08:47,230 - Epoch: [53][ 5500/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548560 +2023-11-21 23:09:41,889 - Epoch: [53][ 5600/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548524 +2023-11-21 23:10:36,549 - Epoch: [53][ 5700/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548490 +2023-11-21 23:11:31,345 - Epoch: [53][ 5800/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.548480 +2023-11-21 23:12:26,032 - Epoch: [53][ 5900/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.548452 +2023-11-21 23:13:20,771 - Epoch: [53][ 6000/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548434 +2023-11-21 23:14:15,535 - Epoch: [53][ 6100/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548421 +2023-11-21 23:15:10,405 - Epoch: [53][ 6200/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548425 +2023-11-21 23:16:05,242 - Epoch: [53][ 6300/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548424 +2023-11-21 23:17:00,042 - Epoch: [53][ 6400/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548416 +2023-11-21 23:17:54,822 - Epoch: [53][ 6500/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548406 +2023-11-21 23:18:49,617 - Epoch: [53][ 6600/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548399 +2023-11-21 23:19:44,364 - Epoch: [53][ 6700/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548385 +2023-11-21 23:20:39,133 - Epoch: [53][ 6800/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548374 +2023-11-21 23:21:33,825 - Epoch: [53][ 6900/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548353 +2023-11-21 23:22:28,511 - Epoch: [53][ 7000/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548331 +2023-11-21 23:23:23,136 - Epoch: [53][ 7100/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548301 +2023-11-21 23:24:17,834 - Epoch: [53][ 7200/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548282 +2023-11-21 23:25:12,706 - Epoch: [53][ 7300/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548288 +2023-11-21 23:26:07,533 - Epoch: [53][ 7400/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548287 +2023-11-21 23:27:02,244 - Epoch: [53][ 7500/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.548271 +2023-11-21 23:27:56,926 - Epoch: [53][ 7600/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548252 +2023-11-21 23:28:51,627 - Epoch: [53][ 7700/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548235 +2023-11-21 23:29:46,446 - Epoch: [53][ 7800/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548234 +2023-11-21 23:30:41,196 - Epoch: [53][ 7900/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548224 +2023-11-21 23:31:35,951 - Epoch: [53][ 8000/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548216 +2023-11-21 23:32:30,725 - Epoch: [53][ 8100/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548209 +2023-11-21 23:33:25,443 - Epoch: [53][ 8200/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548196 +2023-11-21 23:34:20,206 - Epoch: [53][ 8300/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548189 +2023-11-21 23:35:15,019 - Epoch: [53][ 8400/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548188 +2023-11-21 23:36:09,786 - Epoch: [53][ 8500/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548182 +2023-11-21 23:37:04,526 - Epoch: [53][ 8600/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548172 +2023-11-21 23:37:59,243 - Epoch: [53][ 8700/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548160 +2023-11-21 23:38:54,040 - Epoch: [53][ 8800/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548158 +2023-11-21 23:39:48,937 - Epoch: [53][ 8900/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548167 +2023-11-21 23:40:43,812 - Epoch: [53][ 9000/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548173 +2023-11-21 23:41:38,493 - Epoch: [53][ 9100/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.548157 +2023-11-21 23:42:33,307 - Epoch: [53][ 9200/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.548157 +2023-11-21 23:43:28,139 - Epoch: [53][ 9300/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548158 +2023-11-21 23:44:22,836 - Epoch: [53][ 9400/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548145 +2023-11-21 23:45:17,620 - Epoch: [53][ 9500/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548142 +2023-11-21 23:46:12,353 - Epoch: [53][ 9600/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548133 +2023-11-21 23:47:06,997 - Epoch: [53][ 9700/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548115 +2023-11-21 23:48:01,780 - Epoch: [53][ 9800/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548112 +2023-11-21 23:48:56,484 - Epoch: [53][ 9900/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548101 +2023-11-21 23:49:51,265 - Epoch: [53][10000/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548098 +2023-11-21 23:50:46,025 - Epoch: [53][10100/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548092 +2023-11-21 23:51:40,835 - Epoch: [53][10200/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548092 +2023-11-21 23:52:35,583 - Epoch: [53][10300/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548086 +2023-11-21 23:53:30,234 - Epoch: [53][10400/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548071 +2023-11-21 23:54:25,160 - Epoch: [53][10500/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548082 +2023-11-21 23:55:19,961 - Epoch: [53][10600/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548081 +2023-11-21 23:56:14,778 - Epoch: [53][10700/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548081 +2023-11-21 23:57:09,553 - Epoch: [53][10800/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548078 +2023-11-21 23:58:04,304 - Epoch: [53][10900/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.548072 +2023-11-21 23:58:59,125 - Epoch: [53][11000/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.548073 +2023-11-21 23:59:53,941 - Epoch: [53][11100/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548074 +2023-11-22 00:00:48,775 - Epoch: [53][11200/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548076 +2023-11-22 00:01:43,568 - Epoch: [53][11300/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548074 +2023-11-22 00:02:38,357 - Epoch: [53][11400/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548072 +2023-11-22 00:03:33,157 - Epoch: [53][11500/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548072 +2023-11-22 00:04:28,029 - Epoch: [53][11600/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.548077 +2023-11-22 00:05:22,818 - Epoch: [53][11700/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548075 +2023-11-22 00:06:17,632 - Epoch: [53][11800/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548075 +2023-11-22 00:07:12,412 - Epoch: [53][11900/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548073 +2023-11-22 00:08:07,160 - Epoch: [53][12000/12168] Overall Loss 0.013177 Objective Loss 0.000000 Distill Loss 0.013177 LR 0.000063 Time 0.548067 +2023-11-22 00:09:01,989 - Epoch: [53][12100/12168] Overall Loss 0.013178 Objective Loss 0.000000 Distill Loss 0.013178 LR 0.000063 Time 0.548069 +2023-11-22 00:09:39,187 - Epoch: [53][12168/12168] Overall Loss 0.013178 Objective Loss 0.000000 Distill Loss 0.013178 LR 0.000063 Time 0.548063 +2023-11-22 00:09:39,580 - --- validate (epoch=53)----------- +2023-11-22 00:09:39,580 - 167951 samples (256 per mini-batch) +2023-11-22 00:10:30,763 - Epoch: [53][ 100/ 657] Loss 0.000000 Overall Loss 0.013711 +2023-11-22 00:11:19,502 - Epoch: [53][ 200/ 657] Loss 0.000000 Overall Loss 0.013738 +2023-11-22 00:12:08,276 - Epoch: [53][ 300/ 657] Loss 0.000000 Overall Loss 0.013747 +2023-11-22 00:12:57,006 - Epoch: [53][ 400/ 657] Loss 0.000000 Overall Loss 0.013758 +2023-11-22 00:13:45,712 - Epoch: [53][ 500/ 657] Loss 0.000000 Overall Loss 0.013753 +2023-11-22 00:14:34,447 - Epoch: [53][ 600/ 657] Loss 0.000000 Overall Loss 0.013753 +2023-11-22 00:15:01,785 - Epoch: [53][ 657/ 657] Loss 0.000000 Overall Loss 0.013758 +2023-11-22 00:15:01,999 - ==> Overall Loss: 0.014 + +2023-11-22 00:15:02,000 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 00:15:02,001 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 00:15:02,027 - + +2023-11-22 00:15:02,027 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 00:16:06,154 - Epoch: [54][ 100/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.641231 +2023-11-22 00:17:00,822 - Epoch: [54][ 200/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.593943 +2023-11-22 00:17:55,489 - Epoch: [54][ 300/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.578173 +2023-11-22 00:18:50,175 - Epoch: [54][ 400/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.570339 +2023-11-22 00:19:44,927 - Epoch: [54][ 500/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.565767 +2023-11-22 00:20:39,629 - Epoch: [54][ 600/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.562638 +2023-11-22 00:21:34,361 - Epoch: [54][ 700/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.560445 +2023-11-22 00:22:29,015 - Epoch: [54][ 800/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.558703 +2023-11-22 00:23:23,740 - Epoch: [54][ 900/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.557427 +2023-11-22 00:24:18,386 - Epoch: [54][ 1000/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.556327 +2023-11-22 00:25:13,221 - Epoch: [54][ 1100/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.555599 +2023-11-22 00:26:07,898 - Epoch: [54][ 1200/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.554861 +2023-11-22 00:27:02,525 - Epoch: [54][ 1300/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.554197 +2023-11-22 00:27:57,213 - Epoch: [54][ 1400/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.553673 +2023-11-22 00:28:51,880 - Epoch: [54][ 1500/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.553204 +2023-11-22 00:29:46,612 - Epoch: [54][ 1600/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.552834 +2023-11-22 00:30:41,342 - Epoch: [54][ 1700/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.552507 +2023-11-22 00:31:36,053 - Epoch: [54][ 1800/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.552205 +2023-11-22 00:32:30,734 - Epoch: [54][ 1900/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.551919 +2023-11-22 00:33:25,363 - Epoch: [54][ 2000/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.551637 +2023-11-22 00:34:20,021 - Epoch: [54][ 2100/12168] Overall Loss 0.013176 Objective Loss 0.000000 Distill Loss 0.013176 LR 0.000063 Time 0.551394 +2023-11-22 00:35:14,852 - Epoch: [54][ 2200/12168] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.000063 Time 0.551252 +2023-11-22 00:36:09,512 - Epoch: [54][ 2300/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.551049 +2023-11-22 00:37:04,125 - Epoch: [54][ 2400/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.550843 +2023-11-22 00:37:58,703 - Epoch: [54][ 2500/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.550639 +2023-11-22 00:38:53,449 - Epoch: [54][ 2600/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.550516 +2023-11-22 00:39:48,218 - Epoch: [54][ 2700/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.550410 +2023-11-22 00:40:42,856 - Epoch: [54][ 2800/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.550265 +2023-11-22 00:41:37,545 - Epoch: [54][ 2900/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.550147 +2023-11-22 00:42:32,217 - Epoch: [54][ 3000/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.550032 +2023-11-22 00:43:26,868 - Epoch: [54][ 3100/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.549918 +2023-11-22 00:44:21,481 - Epoch: [54][ 3200/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.549798 +2023-11-22 00:45:16,133 - Epoch: [54][ 3300/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.549698 +2023-11-22 00:46:10,849 - Epoch: [54][ 3400/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.549622 +2023-11-22 00:47:05,514 - Epoch: [54][ 3500/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.549537 +2023-11-22 00:48:00,157 - Epoch: [54][ 3600/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.549450 +2023-11-22 00:48:54,919 - Epoch: [54][ 3700/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.549399 +2023-11-22 00:49:49,665 - Epoch: [54][ 3800/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.549348 +2023-11-22 00:50:44,394 - Epoch: [54][ 3900/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.549294 +2023-11-22 00:51:39,100 - Epoch: [54][ 4000/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.549237 +2023-11-22 00:52:33,850 - Epoch: [54][ 4100/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.549194 +2023-11-22 00:53:28,545 - Epoch: [54][ 4200/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.549140 +2023-11-22 00:54:23,222 - Epoch: [54][ 4300/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.549084 +2023-11-22 00:55:17,913 - Epoch: [54][ 4400/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.549034 +2023-11-22 00:56:12,637 - Epoch: [54][ 4500/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548993 +2023-11-22 00:57:07,327 - Epoch: [54][ 4600/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548947 +2023-11-22 00:58:02,016 - Epoch: [54][ 4700/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548903 +2023-11-22 00:58:56,767 - Epoch: [54][ 4800/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548873 +2023-11-22 00:59:51,475 - Epoch: [54][ 4900/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548836 +2023-11-22 01:00:46,173 - Epoch: [54][ 5000/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548798 +2023-11-22 01:01:40,907 - Epoch: [54][ 5100/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548769 +2023-11-22 01:02:35,538 - Epoch: [54][ 5200/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548721 +2023-11-22 01:03:30,269 - Epoch: [54][ 5300/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548694 +2023-11-22 01:04:24,919 - Epoch: [54][ 5400/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548653 +2023-11-22 01:05:19,543 - Epoch: [54][ 5500/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548608 +2023-11-22 01:06:14,123 - Epoch: [54][ 5600/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.548558 +2023-11-22 01:07:08,808 - Epoch: [54][ 5700/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.548527 +2023-11-22 01:08:03,492 - Epoch: [54][ 5800/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.548497 +2023-11-22 01:08:58,212 - Epoch: [54][ 5900/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.548475 +2023-11-22 01:09:52,968 - Epoch: [54][ 6000/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548459 +2023-11-22 01:10:47,640 - Epoch: [54][ 6100/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548430 +2023-11-22 01:11:42,298 - Epoch: [54][ 6200/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548400 +2023-11-22 01:12:36,920 - Epoch: [54][ 6300/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548365 +2023-11-22 01:13:31,619 - Epoch: [54][ 6400/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548343 +2023-11-22 01:14:26,392 - Epoch: [54][ 6500/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548333 +2023-11-22 01:15:21,079 - Epoch: [54][ 6600/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548310 +2023-11-22 01:16:15,713 - Epoch: [54][ 6700/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548280 +2023-11-22 01:17:10,365 - Epoch: [54][ 6800/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548254 +2023-11-22 01:18:05,109 - Epoch: [54][ 6900/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548242 +2023-11-22 01:18:59,801 - Epoch: [54][ 7000/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548222 +2023-11-22 01:19:54,456 - Epoch: [54][ 7100/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548198 +2023-11-22 01:20:49,148 - Epoch: [54][ 7200/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548180 +2023-11-22 01:21:43,813 - Epoch: [54][ 7300/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548159 +2023-11-22 01:22:38,529 - Epoch: [54][ 7400/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548145 +2023-11-22 01:23:33,173 - Epoch: [54][ 7500/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548122 +2023-11-22 01:24:27,825 - Epoch: [54][ 7600/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548100 +2023-11-22 01:25:22,418 - Epoch: [54][ 7700/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548072 +2023-11-22 01:26:17,173 - Epoch: [54][ 7800/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548065 +2023-11-22 01:27:12,043 - Epoch: [54][ 7900/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548072 +2023-11-22 01:28:06,876 - Epoch: [54][ 8000/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548075 +2023-11-22 01:29:01,747 - Epoch: [54][ 8100/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548083 +2023-11-22 01:29:56,559 - Epoch: [54][ 8200/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548083 +2023-11-22 01:30:51,334 - Epoch: [54][ 8300/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.548078 +2023-11-22 01:31:46,105 - Epoch: [54][ 8400/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.548074 +2023-11-22 01:32:40,892 - Epoch: [54][ 8500/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548071 +2023-11-22 01:33:35,556 - Epoch: [54][ 8600/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548054 +2023-11-22 01:34:30,359 - Epoch: [54][ 8700/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548053 +2023-11-22 01:35:25,132 - Epoch: [54][ 8800/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548049 +2023-11-22 01:36:19,901 - Epoch: [54][ 8900/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548045 +2023-11-22 01:37:14,767 - Epoch: [54][ 9000/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548051 +2023-11-22 01:38:09,518 - Epoch: [54][ 9100/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548045 +2023-11-22 01:39:04,252 - Epoch: [54][ 9200/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548037 +2023-11-22 01:39:58,962 - Epoch: [54][ 9300/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548027 +2023-11-22 01:40:53,786 - Epoch: [54][ 9400/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548029 +2023-11-22 01:41:48,518 - Epoch: [54][ 9500/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.548021 +2023-11-22 01:42:43,307 - Epoch: [54][ 9600/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.548019 +2023-11-22 01:43:38,182 - Epoch: [54][ 9700/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.548026 +2023-11-22 01:44:32,878 - Epoch: [54][ 9800/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548015 +2023-11-22 01:45:27,587 - Epoch: [54][ 9900/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548006 +2023-11-22 01:46:22,311 - Epoch: [54][10000/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.547998 +2023-11-22 01:47:17,023 - Epoch: [54][10100/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.547989 +2023-11-22 01:48:11,817 - Epoch: [54][10200/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.547988 +2023-11-22 01:49:06,705 - Epoch: [54][10300/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.547996 +2023-11-22 01:50:01,571 - Epoch: [54][10400/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.548002 +2023-11-22 01:50:56,294 - Epoch: [54][10500/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.547995 +2023-11-22 01:51:51,053 - Epoch: [54][10600/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.547991 +2023-11-22 01:52:45,822 - Epoch: [54][10700/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.547987 +2023-11-22 01:53:40,569 - Epoch: [54][10800/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.547982 +2023-11-22 01:54:35,404 - Epoch: [54][10900/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.547985 +2023-11-22 01:55:30,137 - Epoch: [54][11000/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.547979 +2023-11-22 01:56:24,866 - Epoch: [54][11100/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.547973 +2023-11-22 01:57:19,620 - Epoch: [54][11200/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.547969 +2023-11-22 01:58:14,455 - Epoch: [54][11300/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.547971 +2023-11-22 01:59:09,324 - Epoch: [54][11400/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.547977 +2023-11-22 02:00:04,184 - Epoch: [54][11500/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.547982 +2023-11-22 02:00:58,872 - Epoch: [54][11600/12168] Overall Loss 0.013171 Objective Loss 0.000000 Distill Loss 0.013171 LR 0.000063 Time 0.547972 +2023-11-22 02:01:53,601 - Epoch: [54][11700/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.547966 +2023-11-22 02:02:48,328 - Epoch: [54][11800/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.547960 +2023-11-22 02:03:42,998 - Epoch: [54][11900/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.547949 +2023-11-22 02:04:37,745 - Epoch: [54][12000/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.547945 +2023-11-22 02:05:32,532 - Epoch: [54][12100/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.547944 +2023-11-22 02:06:09,682 - Epoch: [54][12168/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.547935 +2023-11-22 02:06:10,068 - --- validate (epoch=54)----------- +2023-11-22 02:06:10,069 - 167951 samples (256 per mini-batch) +2023-11-22 02:07:01,215 - Epoch: [54][ 100/ 657] Loss 0.000000 Overall Loss 0.013775 +2023-11-22 02:07:49,911 - Epoch: [54][ 200/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-22 02:08:38,634 - Epoch: [54][ 300/ 657] Loss 0.000000 Overall Loss 0.013776 +2023-11-22 02:09:27,331 - Epoch: [54][ 400/ 657] Loss 0.000000 Overall Loss 0.013775 +2023-11-22 02:10:16,032 - Epoch: [54][ 500/ 657] Loss 0.000000 Overall Loss 0.013781 +2023-11-22 02:11:04,803 - Epoch: [54][ 600/ 657] Loss 0.000000 Overall Loss 0.013779 +2023-11-22 02:11:32,109 - Epoch: [54][ 657/ 657] Loss 0.000000 Overall Loss 0.013773 +2023-11-22 02:11:32,322 - ==> Overall Loss: 0.014 + +2023-11-22 02:11:32,324 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 02:11:32,325 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 02:11:32,346 - + +2023-11-22 02:11:32,346 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 02:12:39,242 - Epoch: [55][ 100/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.668926 +2023-11-22 02:13:33,921 - Epoch: [55][ 200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.607843 +2023-11-22 02:14:28,549 - Epoch: [55][ 300/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.587313 +2023-11-22 02:15:23,296 - Epoch: [55][ 400/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.577343 +2023-11-22 02:16:17,993 - Epoch: [55][ 500/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.571261 +2023-11-22 02:17:12,609 - Epoch: [55][ 600/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.567073 +2023-11-22 02:18:07,289 - Epoch: [55][ 700/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.564172 +2023-11-22 02:19:01,944 - Epoch: [55][ 800/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.561966 +2023-11-22 02:19:56,619 - Epoch: [55][ 900/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.560272 +2023-11-22 02:20:51,243 - Epoch: [55][ 1000/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.558866 +2023-11-22 02:21:45,931 - Epoch: [55][ 1100/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.557773 +2023-11-22 02:22:40,561 - Epoch: [55][ 1200/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.556814 +2023-11-22 02:23:35,313 - Epoch: [55][ 1300/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.556097 +2023-11-22 02:24:30,049 - Epoch: [55][ 1400/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.555471 +2023-11-22 02:25:24,761 - Epoch: [55][ 1500/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.554912 +2023-11-22 02:26:19,457 - Epoch: [55][ 1600/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.554414 +2023-11-22 02:27:14,144 - Epoch: [55][ 1700/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.553968 +2023-11-22 02:28:08,919 - Epoch: [55][ 1800/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.553621 +2023-11-22 02:29:03,714 - Epoch: [55][ 1900/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.553320 +2023-11-22 02:29:58,386 - Epoch: [55][ 2000/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.552989 +2023-11-22 02:30:53,099 - Epoch: [55][ 2100/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.552709 +2023-11-22 02:31:47,871 - Epoch: [55][ 2200/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.552480 +2023-11-22 02:32:42,628 - Epoch: [55][ 2300/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.552265 +2023-11-22 02:33:37,304 - Epoch: [55][ 2400/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.552035 +2023-11-22 02:34:32,066 - Epoch: [55][ 2500/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.551857 +2023-11-22 02:35:26,787 - Epoch: [55][ 2600/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.551677 +2023-11-22 02:36:21,554 - Epoch: [55][ 2700/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.551527 +2023-11-22 02:37:16,205 - Epoch: [55][ 2800/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.551347 +2023-11-22 02:38:10,865 - Epoch: [55][ 2900/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.551182 +2023-11-22 02:39:05,669 - Epoch: [55][ 3000/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.551077 +2023-11-22 02:40:00,353 - Epoch: [55][ 3100/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.550939 +2023-11-22 02:40:55,030 - Epoch: [55][ 3200/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.550808 +2023-11-22 02:41:49,710 - Epoch: [55][ 3300/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.550685 +2023-11-22 02:42:44,368 - Epoch: [55][ 3400/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.550564 +2023-11-22 02:43:39,025 - Epoch: [55][ 3500/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.550449 +2023-11-22 02:44:33,717 - Epoch: [55][ 3600/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.550350 +2023-11-22 02:45:28,529 - Epoch: [55][ 3700/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.550289 +2023-11-22 02:46:23,320 - Epoch: [55][ 3800/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.550225 +2023-11-22 02:47:18,038 - Epoch: [55][ 3900/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.550146 +2023-11-22 02:48:12,754 - Epoch: [55][ 4000/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.550071 +2023-11-22 02:49:07,437 - Epoch: [55][ 4100/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.549991 +2023-11-22 02:50:02,019 - Epoch: [55][ 4200/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.549891 +2023-11-22 02:50:56,694 - Epoch: [55][ 4300/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.549817 +2023-11-22 02:51:51,429 - Epoch: [55][ 4400/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.549761 +2023-11-22 02:52:46,126 - Epoch: [55][ 4500/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.549698 +2023-11-22 02:53:40,857 - Epoch: [55][ 4600/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.549645 +2023-11-22 02:54:35,665 - Epoch: [55][ 4700/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.549611 +2023-11-22 02:55:30,327 - Epoch: [55][ 4800/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.549548 +2023-11-22 02:56:25,023 - Epoch: [55][ 4900/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.549495 +2023-11-22 02:57:19,695 - Epoch: [55][ 5000/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.549439 +2023-11-22 02:58:14,397 - Epoch: [55][ 5100/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.549391 +2023-11-22 02:59:09,138 - Epoch: [55][ 5200/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.549352 +2023-11-22 03:00:03,845 - Epoch: [55][ 5300/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.549309 +2023-11-22 03:00:58,572 - Epoch: [55][ 5400/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.549270 +2023-11-22 03:01:53,194 - Epoch: [55][ 5500/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.549214 +2023-11-22 03:02:47,864 - Epoch: [55][ 5600/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.549169 +2023-11-22 03:03:42,631 - Epoch: [55][ 5700/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.549142 +2023-11-22 03:04:37,347 - Epoch: [55][ 5800/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.549107 +2023-11-22 03:05:32,044 - Epoch: [55][ 5900/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.549070 +2023-11-22 03:06:26,691 - Epoch: [55][ 6000/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.549027 +2023-11-22 03:07:21,435 - Epoch: [55][ 6100/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.549000 +2023-11-22 03:08:16,154 - Epoch: [55][ 6200/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548970 +2023-11-22 03:09:10,892 - Epoch: [55][ 6300/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548945 +2023-11-22 03:10:05,540 - Epoch: [55][ 6400/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548906 +2023-11-22 03:11:00,274 - Epoch: [55][ 6500/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548881 +2023-11-22 03:11:54,963 - Epoch: [55][ 6600/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548850 +2023-11-22 03:12:49,602 - Epoch: [55][ 6700/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548813 +2023-11-22 03:13:44,285 - Epoch: [55][ 6800/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.548783 +2023-11-22 03:14:38,989 - Epoch: [55][ 6900/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548757 +2023-11-22 03:15:33,736 - Epoch: [55][ 7000/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548738 +2023-11-22 03:16:28,444 - Epoch: [55][ 7100/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548714 +2023-11-22 03:17:23,126 - Epoch: [55][ 7200/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548688 +2023-11-22 03:18:17,862 - Epoch: [55][ 7300/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548669 +2023-11-22 03:19:12,710 - Epoch: [55][ 7400/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548666 +2023-11-22 03:20:07,408 - Epoch: [55][ 7500/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.548643 +2023-11-22 03:21:02,146 - Epoch: [55][ 7600/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548626 +2023-11-22 03:21:56,916 - Epoch: [55][ 7700/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548614 +2023-11-22 03:22:51,652 - Epoch: [55][ 7800/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548597 +2023-11-22 03:23:46,354 - Epoch: [55][ 7900/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548577 +2023-11-22 03:24:41,127 - Epoch: [55][ 8000/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548566 +2023-11-22 03:25:35,833 - Epoch: [55][ 8100/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548547 +2023-11-22 03:26:30,639 - Epoch: [55][ 8200/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548541 +2023-11-22 03:27:25,375 - Epoch: [55][ 8300/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548526 +2023-11-22 03:28:20,140 - Epoch: [55][ 8400/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548515 +2023-11-22 03:29:14,808 - Epoch: [55][ 8500/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548493 +2023-11-22 03:30:09,508 - Epoch: [55][ 8600/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548476 +2023-11-22 03:31:04,328 - Epoch: [55][ 8700/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548472 +2023-11-22 03:31:59,057 - Epoch: [55][ 8800/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548458 +2023-11-22 03:32:53,803 - Epoch: [55][ 8900/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548447 +2023-11-22 03:33:48,446 - Epoch: [55][ 9000/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548424 +2023-11-22 03:34:43,130 - Epoch: [55][ 9100/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548406 +2023-11-22 03:35:37,859 - Epoch: [55][ 9200/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548394 +2023-11-22 03:36:32,583 - Epoch: [55][ 9300/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548381 +2023-11-22 03:37:27,364 - Epoch: [55][ 9400/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548375 +2023-11-22 03:38:22,189 - Epoch: [55][ 9500/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548373 +2023-11-22 03:39:16,923 - Epoch: [55][ 9600/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548362 +2023-11-22 03:40:11,550 - Epoch: [55][ 9700/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548340 +2023-11-22 03:41:06,306 - Epoch: [55][ 9800/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548332 +2023-11-22 03:42:01,033 - Epoch: [55][ 9900/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548321 +2023-11-22 03:42:55,738 - Epoch: [55][10000/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548308 +2023-11-22 03:43:50,392 - Epoch: [55][10100/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548290 +2023-11-22 03:44:45,173 - Epoch: [55][10200/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548285 +2023-11-22 03:45:39,862 - Epoch: [55][10300/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548271 +2023-11-22 03:46:34,679 - Epoch: [55][10400/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548270 +2023-11-22 03:47:29,440 - Epoch: [55][10500/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548263 +2023-11-22 03:48:24,158 - Epoch: [55][10600/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548253 +2023-11-22 03:49:18,907 - Epoch: [55][10700/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548245 +2023-11-22 03:50:13,784 - Epoch: [55][10800/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548250 +2023-11-22 03:51:08,517 - Epoch: [55][10900/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548241 +2023-11-22 03:52:03,313 - Epoch: [55][11000/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548238 +2023-11-22 03:52:57,963 - Epoch: [55][11100/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548222 +2023-11-22 03:53:52,649 - Epoch: [55][11200/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.548210 +2023-11-22 03:54:47,448 - Epoch: [55][11300/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.548208 +2023-11-22 03:55:42,200 - Epoch: [55][11400/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548201 +2023-11-22 03:56:36,981 - Epoch: [55][11500/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548198 +2023-11-22 03:57:31,724 - Epoch: [55][11600/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548191 +2023-11-22 03:58:26,403 - Epoch: [55][11700/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548179 +2023-11-22 03:59:21,094 - Epoch: [55][11800/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548168 +2023-11-22 04:00:15,817 - Epoch: [55][11900/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548159 +2023-11-22 04:01:10,462 - Epoch: [55][12000/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548145 +2023-11-22 04:02:06,185 - Epoch: [55][12100/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548220 +2023-11-22 04:02:50,158 - Epoch: [55][12168/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548770 +2023-11-22 04:02:50,580 - --- validate (epoch=55)----------- +2023-11-22 04:02:50,580 - 167951 samples (256 per mini-batch) +2023-11-22 04:03:50,526 - Epoch: [55][ 100/ 657] Loss 0.000000 Overall Loss 0.013802 +2023-11-22 04:04:47,706 - Epoch: [55][ 200/ 657] Loss 0.000000 Overall Loss 0.013801 +2023-11-22 04:05:44,877 - Epoch: [55][ 300/ 657] Loss 0.000000 Overall Loss 0.013799 +2023-11-22 04:06:41,604 - Epoch: [55][ 400/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-22 04:07:38,192 - Epoch: [55][ 500/ 657] Loss 0.000000 Overall Loss 0.013788 +2023-11-22 04:08:34,351 - Epoch: [55][ 600/ 657] Loss 0.000000 Overall Loss 0.013790 +2023-11-22 04:09:05,783 - Epoch: [55][ 657/ 657] Loss 0.000000 Overall Loss 0.013791 +2023-11-22 04:09:06,001 - ==> Overall Loss: 0.014 + +2023-11-22 04:09:06,005 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 04:09:06,005 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 04:09:06,026 - + +2023-11-22 04:09:06,026 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 04:10:18,934 - Epoch: [56][ 100/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.729047 +2023-11-22 04:11:23,736 - Epoch: [56][ 200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.688521 +2023-11-22 04:12:28,907 - Epoch: [56][ 300/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.676242 +2023-11-22 04:13:33,943 - Epoch: [56][ 400/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.669765 +2023-11-22 04:14:38,365 - Epoch: [56][ 500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.664651 +2023-11-22 04:15:42,813 - Epoch: [56][ 600/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.661283 +2023-11-22 04:16:47,265 - Epoch: [56][ 700/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.658885 +2023-11-22 04:17:48,866 - Epoch: [56][ 800/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.653523 +2023-11-22 04:18:48,906 - Epoch: [56][ 900/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.647617 +2023-11-22 04:19:54,019 - Epoch: [56][ 1000/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.647965 +2023-11-22 04:20:59,167 - Epoch: [56][ 1100/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.648282 +2023-11-22 04:22:04,372 - Epoch: [56][ 1200/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.648594 +2023-11-22 04:23:09,017 - Epoch: [56][ 1300/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.648427 +2023-11-22 04:24:13,422 - Epoch: [56][ 1400/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.648112 +2023-11-22 04:25:17,577 - Epoch: [56][ 1500/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.647673 +2023-11-22 04:26:22,115 - Epoch: [56][ 1600/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.647528 +2023-11-22 04:27:27,101 - Epoch: [56][ 1700/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.647663 +2023-11-22 04:28:32,599 - Epoch: [56][ 1800/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.648069 +2023-11-22 04:29:38,001 - Epoch: [56][ 1900/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.648380 +2023-11-22 04:30:42,642 - Epoch: [56][ 2000/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.648280 +2023-11-22 04:31:47,280 - Epoch: [56][ 2100/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.648188 +2023-11-22 04:32:52,142 - Epoch: [56][ 2200/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.648207 +2023-11-22 04:33:57,428 - Epoch: [56][ 2300/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.648408 +2023-11-22 04:35:02,563 - Epoch: [56][ 2400/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.648529 +2023-11-22 04:36:07,885 - Epoch: [56][ 2500/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.648716 +2023-11-22 04:37:13,330 - Epoch: [56][ 2600/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.648935 +2023-11-22 04:38:19,013 - Epoch: [56][ 2700/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.649227 +2023-11-22 04:39:23,925 - Epoch: [56][ 2800/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.649222 +2023-11-22 04:40:28,613 - Epoch: [56][ 2900/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.649140 +2023-11-22 04:41:33,500 - Epoch: [56][ 3000/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.649130 +2023-11-22 04:42:38,785 - Epoch: [56][ 3100/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.649249 +2023-11-22 04:43:43,931 - Epoch: [56][ 3200/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.649318 +2023-11-22 04:44:49,361 - Epoch: [56][ 3300/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.649468 +2023-11-22 04:45:54,500 - Epoch: [56][ 3400/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.649523 +2023-11-22 04:46:59,373 - Epoch: [56][ 3500/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.649500 +2023-11-22 04:48:04,242 - Epoch: [56][ 3600/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.649477 +2023-11-22 04:49:09,150 - Epoch: [56][ 3700/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.649465 +2023-11-22 04:50:13,947 - Epoch: [56][ 3800/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.649425 +2023-11-22 04:51:18,842 - Epoch: [56][ 3900/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.649412 +2023-11-22 04:52:24,210 - Epoch: [56][ 4000/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.649518 +2023-11-22 04:53:29,620 - Epoch: [56][ 4100/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.649629 +2023-11-22 04:54:34,870 - Epoch: [56][ 4200/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.649697 +2023-11-22 04:55:40,140 - Epoch: [56][ 4300/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.649766 +2023-11-22 04:56:45,309 - Epoch: [56][ 4400/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.649809 +2023-11-22 04:57:50,401 - Epoch: [56][ 4500/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.649833 +2023-11-22 04:58:55,904 - Epoch: [56][ 4600/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.649946 +2023-11-22 05:00:01,484 - Epoch: [56][ 4700/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.650070 +2023-11-22 05:01:06,734 - Epoch: [56][ 4800/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.650120 +2023-11-22 05:02:12,033 - Epoch: [56][ 4900/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.650178 +2023-11-22 05:03:17,144 - Epoch: [56][ 5000/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.650196 +2023-11-22 05:04:20,846 - Epoch: [56][ 5100/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.649937 +2023-11-22 05:05:24,464 - Epoch: [56][ 5200/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.649672 +2023-11-22 05:06:24,040 - Epoch: [56][ 5300/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.648654 +2023-11-22 05:07:18,767 - Epoch: [56][ 5400/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.646776 +2023-11-22 05:08:13,642 - Epoch: [56][ 5500/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.644993 +2023-11-22 05:09:08,444 - Epoch: [56][ 5600/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.643261 +2023-11-22 05:10:03,261 - Epoch: [56][ 5700/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.641592 +2023-11-22 05:10:58,081 - Epoch: [56][ 5800/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.639981 +2023-11-22 05:11:52,788 - Epoch: [56][ 5900/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.638406 +2023-11-22 05:12:47,542 - Epoch: [56][ 6000/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.636891 +2023-11-22 05:13:42,455 - Epoch: [56][ 6100/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.635452 +2023-11-22 05:14:37,158 - Epoch: [56][ 6200/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.634025 +2023-11-22 05:15:31,807 - Epoch: [56][ 6300/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.632635 +2023-11-22 05:16:26,758 - Epoch: [56][ 6400/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.631336 +2023-11-22 05:17:21,617 - Epoch: [56][ 6500/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.630062 +2023-11-22 05:18:16,326 - Epoch: [56][ 6600/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.628805 +2023-11-22 05:19:11,055 - Epoch: [56][ 6700/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.627588 +2023-11-22 05:20:05,856 - Epoch: [56][ 6800/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.626417 +2023-11-22 05:21:00,599 - Epoch: [56][ 6900/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.625272 +2023-11-22 05:21:55,413 - Epoch: [56][ 7000/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.624169 +2023-11-22 05:22:50,225 - Epoch: [56][ 7100/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.623098 +2023-11-22 05:23:44,973 - Epoch: [56][ 7200/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.622047 +2023-11-22 05:24:39,701 - Epoch: [56][ 7300/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.621023 +2023-11-22 05:25:34,352 - Epoch: [56][ 7400/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.620015 +2023-11-22 05:26:29,125 - Epoch: [56][ 7500/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.619051 +2023-11-22 05:27:23,973 - Epoch: [56][ 7600/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.618122 +2023-11-22 05:28:18,789 - Epoch: [56][ 7700/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.617213 +2023-11-22 05:29:13,513 - Epoch: [56][ 7800/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.616316 +2023-11-22 05:30:08,274 - Epoch: [56][ 7900/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.615445 +2023-11-22 05:31:03,104 - Epoch: [56][ 8000/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.614606 +2023-11-22 05:31:57,881 - Epoch: [56][ 8100/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.613780 +2023-11-22 05:32:52,587 - Epoch: [56][ 8200/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.612966 +2023-11-22 05:33:47,372 - Epoch: [56][ 8300/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.612181 +2023-11-22 05:34:42,170 - Epoch: [56][ 8400/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.611417 +2023-11-22 05:35:36,973 - Epoch: [56][ 8500/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.610671 +2023-11-22 05:36:31,781 - Epoch: [56][ 8600/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.609942 +2023-11-22 05:37:26,593 - Epoch: [56][ 8700/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.609231 +2023-11-22 05:38:21,385 - Epoch: [56][ 8800/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.608534 +2023-11-22 05:39:16,161 - Epoch: [56][ 8900/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.607851 +2023-11-22 05:40:10,885 - Epoch: [56][ 9000/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.607177 +2023-11-22 05:41:05,628 - Epoch: [56][ 9100/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.606520 +2023-11-22 05:42:00,360 - Epoch: [56][ 9200/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.605877 +2023-11-22 05:42:55,263 - Epoch: [56][ 9300/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.605265 +2023-11-22 05:43:50,061 - Epoch: [56][ 9400/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.604655 +2023-11-22 05:44:44,844 - Epoch: [56][ 9500/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.604057 +2023-11-22 05:45:39,481 - Epoch: [56][ 9600/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.603456 +2023-11-22 05:46:34,205 - Epoch: [56][ 9700/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.602876 +2023-11-22 05:47:28,915 - Epoch: [56][ 9800/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.602306 +2023-11-22 05:48:23,746 - Epoch: [56][ 9900/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.601761 +2023-11-22 05:49:18,591 - Epoch: [56][10000/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.601227 +2023-11-22 05:50:13,449 - Epoch: [56][10100/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.600706 +2023-11-22 05:51:08,287 - Epoch: [56][10200/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.600192 +2023-11-22 05:52:03,110 - Epoch: [56][10300/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.599688 +2023-11-22 05:52:57,941 - Epoch: [56][10400/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.599193 +2023-11-22 05:53:52,704 - Epoch: [56][10500/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.598702 +2023-11-22 05:54:47,497 - Epoch: [56][10600/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.598223 +2023-11-22 05:55:42,320 - Epoch: [56][10700/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.597755 +2023-11-22 05:56:37,163 - Epoch: [56][10800/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.597298 +2023-11-22 05:57:31,891 - Epoch: [56][10900/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.596839 +2023-11-22 05:58:26,732 - Epoch: [56][11000/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.596398 +2023-11-22 05:59:21,475 - Epoch: [56][11100/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.595957 +2023-11-22 06:00:16,289 - Epoch: [56][11200/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.595530 +2023-11-22 06:01:11,039 - Epoch: [56][11300/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.595104 +2023-11-22 06:02:05,735 - Epoch: [56][11400/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.594682 +2023-11-22 06:03:00,535 - Epoch: [56][11500/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.594276 +2023-11-22 06:03:55,296 - Epoch: [56][11600/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.593873 +2023-11-22 06:04:50,059 - Epoch: [56][11700/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.593477 +2023-11-22 06:05:44,725 - Epoch: [56][11800/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.593080 +2023-11-22 06:06:39,492 - Epoch: [56][11900/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.592699 +2023-11-22 06:07:34,257 - Epoch: [56][12000/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.592323 +2023-11-22 06:08:29,092 - Epoch: [56][12100/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.591959 +2023-11-22 06:09:06,134 - Epoch: [56][12168/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.591695 +2023-11-22 06:09:06,531 - --- validate (epoch=56)----------- +2023-11-22 06:09:06,531 - 167951 samples (256 per mini-batch) +2023-11-22 06:09:57,191 - Epoch: [56][ 100/ 657] Loss 0.000000 Overall Loss 0.013759 +2023-11-22 06:10:45,961 - Epoch: [56][ 200/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-22 06:11:34,673 - Epoch: [56][ 300/ 657] Loss 0.000000 Overall Loss 0.013768 +2023-11-22 06:12:23,421 - Epoch: [56][ 400/ 657] Loss 0.000000 Overall Loss 0.013774 +2023-11-22 06:13:12,166 - Epoch: [56][ 500/ 657] Loss 0.000000 Overall Loss 0.013770 +2023-11-22 06:14:00,912 - Epoch: [56][ 600/ 657] Loss 0.000000 Overall Loss 0.013768 +2023-11-22 06:14:28,246 - Epoch: [56][ 657/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-22 06:14:28,455 - ==> Overall Loss: 0.014 + +2023-11-22 06:14:28,457 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 06:14:28,457 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 06:14:28,478 - + +2023-11-22 06:14:28,478 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 06:15:32,322 - Epoch: [57][ 100/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.638402 +2023-11-22 06:16:27,009 - Epoch: [57][ 200/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.592624 +2023-11-22 06:17:21,740 - Epoch: [57][ 300/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.577509 +2023-11-22 06:18:16,479 - Epoch: [57][ 400/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.569971 +2023-11-22 06:19:11,222 - Epoch: [57][ 500/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.565456 +2023-11-22 06:20:05,920 - Epoch: [57][ 600/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.562371 +2023-11-22 06:21:00,560 - Epoch: [57][ 700/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.560085 +2023-11-22 06:21:55,265 - Epoch: [57][ 800/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.558452 +2023-11-22 06:22:49,988 - Epoch: [57][ 900/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.557202 +2023-11-22 06:23:44,604 - Epoch: [57][ 1000/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.556095 +2023-11-22 06:24:39,313 - Epoch: [57][ 1100/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.555273 +2023-11-22 06:25:33,919 - Epoch: [57][ 1200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.554503 +2023-11-22 06:26:28,623 - Epoch: [57][ 1300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.553927 +2023-11-22 06:27:23,281 - Epoch: [57][ 1400/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.553400 +2023-11-22 06:28:17,904 - Epoch: [57][ 1500/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.552920 +2023-11-22 06:29:12,649 - Epoch: [57][ 1600/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.552576 +2023-11-22 06:30:07,284 - Epoch: [57][ 1700/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.552208 +2023-11-22 06:31:01,974 - Epoch: [57][ 1800/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.551911 +2023-11-22 06:31:56,686 - Epoch: [57][ 1900/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.551658 +2023-11-22 06:32:51,372 - Epoch: [57][ 2000/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.551416 +2023-11-22 06:33:46,002 - Epoch: [57][ 2100/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.551171 +2023-11-22 06:34:40,631 - Epoch: [57][ 2200/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.550948 +2023-11-22 06:35:35,351 - Epoch: [57][ 2300/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.550784 +2023-11-22 06:36:30,031 - Epoch: [57][ 2400/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.550616 +2023-11-22 06:37:24,688 - Epoch: [57][ 2500/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.550454 +2023-11-22 06:38:19,287 - Epoch: [57][ 2600/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.550281 +2023-11-22 06:39:13,975 - Epoch: [57][ 2700/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.550154 +2023-11-22 06:40:08,608 - Epoch: [57][ 2800/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.550016 +2023-11-22 06:41:03,248 - Epoch: [57][ 2900/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549890 +2023-11-22 06:41:57,922 - Epoch: [57][ 3000/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.549784 +2023-11-22 06:42:52,697 - Epoch: [57][ 3100/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.549717 +2023-11-22 06:43:47,422 - Epoch: [57][ 3200/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.549639 +2023-11-22 06:44:42,237 - Epoch: [57][ 3300/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.549593 +2023-11-22 06:45:36,961 - Epoch: [57][ 3400/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.549523 +2023-11-22 06:46:31,622 - Epoch: [57][ 3500/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.549439 +2023-11-22 06:47:26,289 - Epoch: [57][ 3600/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.549361 +2023-11-22 06:48:21,035 - Epoch: [57][ 3700/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549309 +2023-11-22 06:49:15,848 - Epoch: [57][ 3800/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.549277 +2023-11-22 06:50:10,607 - Epoch: [57][ 3900/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.549233 +2023-11-22 06:51:05,255 - Epoch: [57][ 4000/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.549164 +2023-11-22 06:51:59,856 - Epoch: [57][ 4100/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.549086 +2023-11-22 06:52:54,506 - Epoch: [57][ 4200/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.549024 +2023-11-22 06:53:49,142 - Epoch: [57][ 4300/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548961 +2023-11-22 06:54:43,964 - Epoch: [57][ 4400/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548943 +2023-11-22 06:55:38,736 - Epoch: [57][ 4500/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548916 +2023-11-22 06:56:33,537 - Epoch: [57][ 4600/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548895 +2023-11-22 06:57:28,231 - Epoch: [57][ 4700/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548853 +2023-11-22 06:58:23,033 - Epoch: [57][ 4800/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548835 +2023-11-22 06:59:17,800 - Epoch: [57][ 4900/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548811 +2023-11-22 07:00:12,472 - Epoch: [57][ 5000/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548768 +2023-11-22 07:01:07,089 - Epoch: [57][ 5100/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548717 +2023-11-22 07:02:01,844 - Epoch: [57][ 5200/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548694 +2023-11-22 07:02:56,599 - Epoch: [57][ 5300/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.548672 +2023-11-22 07:03:51,244 - Epoch: [57][ 5400/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548630 +2023-11-22 07:04:45,936 - Epoch: [57][ 5500/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.548598 +2023-11-22 07:05:40,629 - Epoch: [57][ 5600/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.548568 +2023-11-22 07:06:35,381 - Epoch: [57][ 5700/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.548549 +2023-11-22 07:07:30,011 - Epoch: [57][ 5800/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.548510 +2023-11-22 07:08:24,699 - Epoch: [57][ 5900/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.548481 +2023-11-22 07:09:19,438 - Epoch: [57][ 6000/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.548463 +2023-11-22 07:10:14,124 - Epoch: [57][ 6100/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.548436 +2023-11-22 07:11:08,881 - Epoch: [57][ 6200/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.548422 +2023-11-22 07:12:03,654 - Epoch: [57][ 6300/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.548410 +2023-11-22 07:12:58,273 - Epoch: [57][ 6400/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.548375 +2023-11-22 07:13:52,889 - Epoch: [57][ 6500/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.548340 +2023-11-22 07:14:47,578 - Epoch: [57][ 6600/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548318 +2023-11-22 07:15:42,296 - Epoch: [57][ 6700/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.548301 +2023-11-22 07:16:37,018 - Epoch: [57][ 6800/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.548284 +2023-11-22 07:17:31,752 - Epoch: [57][ 6900/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.548270 +2023-11-22 07:18:26,596 - Epoch: [57][ 7000/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.548272 +2023-11-22 07:19:21,381 - Epoch: [57][ 7100/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.548266 +2023-11-22 07:20:16,100 - Epoch: [57][ 7200/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.548250 +2023-11-22 07:21:10,848 - Epoch: [57][ 7300/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.548239 +2023-11-22 07:22:05,631 - Epoch: [57][ 7400/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.548233 +2023-11-22 07:23:00,429 - Epoch: [57][ 7500/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.548230 +2023-11-22 07:23:55,192 - Epoch: [57][ 7600/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.548221 +2023-11-22 07:24:49,864 - Epoch: [57][ 7700/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.548201 +2023-11-22 07:25:44,770 - Epoch: [57][ 7800/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.548212 +2023-11-22 07:26:39,548 - Epoch: [57][ 7900/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548206 +2023-11-22 07:27:34,353 - Epoch: [57][ 8000/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548204 +2023-11-22 07:28:29,135 - Epoch: [57][ 8100/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.548199 +2023-11-22 07:29:23,858 - Epoch: [57][ 8200/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548187 +2023-11-22 07:30:18,606 - Epoch: [57][ 8300/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548178 +2023-11-22 07:31:13,387 - Epoch: [57][ 8400/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548173 +2023-11-22 07:32:08,179 - Epoch: [57][ 8500/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548170 +2023-11-22 07:33:03,078 - Epoch: [57][ 8600/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548179 +2023-11-22 07:33:57,889 - Epoch: [57][ 8700/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548178 +2023-11-22 07:34:52,697 - Epoch: [57][ 8800/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548176 +2023-11-22 07:35:47,464 - Epoch: [57][ 8900/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548170 +2023-11-22 07:36:42,235 - Epoch: [57][ 9000/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548165 +2023-11-22 07:37:36,964 - Epoch: [57][ 9100/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.548155 +2023-11-22 07:38:31,749 - Epoch: [57][ 9200/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548151 +2023-11-22 07:39:26,447 - Epoch: [57][ 9300/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.548138 +2023-11-22 07:40:21,175 - Epoch: [57][ 9400/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.548129 +2023-11-22 07:41:15,846 - Epoch: [57][ 9500/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.548113 +2023-11-22 07:42:10,568 - Epoch: [57][ 9600/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.548104 +2023-11-22 07:43:05,239 - Epoch: [57][ 9700/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548089 +2023-11-22 07:43:59,921 - Epoch: [57][ 9800/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.548076 +2023-11-22 07:44:54,641 - Epoch: [57][ 9900/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.548067 +2023-11-22 07:45:49,485 - Epoch: [57][10000/12168] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.000063 Time 0.548070 +2023-11-22 07:46:44,238 - Epoch: [57][10100/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.548064 +2023-11-22 07:47:38,991 - Epoch: [57][10200/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.548059 +2023-11-22 07:48:33,677 - Epoch: [57][10300/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.548047 +2023-11-22 07:49:28,426 - Epoch: [57][10400/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548041 +2023-11-22 07:50:23,075 - Epoch: [57][10500/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548026 +2023-11-22 07:51:17,890 - Epoch: [57][10600/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548027 +2023-11-22 07:52:12,625 - Epoch: [57][10700/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548020 +2023-11-22 07:53:07,361 - Epoch: [57][10800/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548014 +2023-11-22 07:54:02,201 - Epoch: [57][10900/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548017 +2023-11-22 07:54:56,889 - Epoch: [57][11000/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.548007 +2023-11-22 07:55:51,519 - Epoch: [57][11100/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.547991 +2023-11-22 07:56:46,282 - Epoch: [57][11200/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.547988 +2023-11-22 07:57:41,046 - Epoch: [57][11300/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.547984 +2023-11-22 07:58:35,689 - Epoch: [57][11400/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.547970 +2023-11-22 07:59:30,523 - Epoch: [57][11500/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.547973 +2023-11-22 08:00:25,365 - Epoch: [57][11600/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.547977 +2023-11-22 08:01:20,147 - Epoch: [57][11700/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.547975 +2023-11-22 08:02:14,932 - Epoch: [57][11800/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.547974 +2023-11-22 08:03:09,656 - Epoch: [57][11900/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.547967 +2023-11-22 08:04:04,373 - Epoch: [57][12000/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.547961 +2023-11-22 08:04:59,113 - Epoch: [57][12100/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.547956 +2023-11-22 08:05:36,274 - Epoch: [57][12168/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.547947 +2023-11-22 08:05:36,687 - --- validate (epoch=57)----------- +2023-11-22 08:05:36,687 - 167951 samples (256 per mini-batch) +2023-11-22 08:06:27,391 - Epoch: [57][ 100/ 657] Loss 0.000000 Overall Loss 0.013806 +2023-11-22 08:07:16,175 - Epoch: [57][ 200/ 657] Loss 0.000000 Overall Loss 0.013801 +2023-11-22 08:08:04,908 - Epoch: [57][ 300/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-22 08:08:53,614 - Epoch: [57][ 400/ 657] Loss 0.000000 Overall Loss 0.013798 +2023-11-22 08:09:42,288 - Epoch: [57][ 500/ 657] Loss 0.000000 Overall Loss 0.013783 +2023-11-22 08:10:30,977 - Epoch: [57][ 600/ 657] Loss 0.000000 Overall Loss 0.013784 +2023-11-22 08:10:58,276 - Epoch: [57][ 657/ 657] Loss 0.000000 Overall Loss 0.013781 +2023-11-22 08:10:58,492 - ==> Overall Loss: 0.014 + +2023-11-22 08:10:58,493 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 08:10:58,493 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 08:10:58,515 - + +2023-11-22 08:10:58,515 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 08:12:04,675 - Epoch: [58][ 100/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.661563 +2023-11-22 08:12:59,399 - Epoch: [58][ 200/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.604385 +2023-11-22 08:13:54,054 - Epoch: [58][ 300/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.585094 +2023-11-22 08:14:48,697 - Epoch: [58][ 400/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.575422 +2023-11-22 08:15:43,419 - Epoch: [58][ 500/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.569773 +2023-11-22 08:16:38,077 - Epoch: [58][ 600/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.565904 +2023-11-22 08:17:32,725 - Epoch: [58][ 700/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.563125 +2023-11-22 08:18:27,362 - Epoch: [58][ 800/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.561026 +2023-11-22 08:19:22,008 - Epoch: [58][ 900/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.559405 +2023-11-22 08:20:16,665 - Epoch: [58][ 1000/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.558118 +2023-11-22 08:21:11,313 - Epoch: [58][ 1100/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.557058 +2023-11-22 08:22:06,097 - Epoch: [58][ 1200/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.556287 +2023-11-22 08:23:00,833 - Epoch: [58][ 1300/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.555597 +2023-11-22 08:23:55,470 - Epoch: [58][ 1400/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.554936 +2023-11-22 08:24:50,194 - Epoch: [58][ 1500/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.554421 +2023-11-22 08:25:44,878 - Epoch: [58][ 1600/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.553946 +2023-11-22 08:26:39,519 - Epoch: [58][ 1700/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.553500 +2023-11-22 08:27:34,185 - Epoch: [58][ 1800/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.553118 +2023-11-22 08:28:28,889 - Epoch: [58][ 1900/12168] Overall Loss 0.013146 Objective Loss 0.000000 Distill Loss 0.013146 LR 0.000063 Time 0.552797 +2023-11-22 08:29:23,685 - Epoch: [58][ 2000/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.552553 +2023-11-22 08:30:18,338 - Epoch: [58][ 2100/12168] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.000063 Time 0.552265 +2023-11-22 08:31:12,988 - Epoch: [58][ 2200/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.552002 +2023-11-22 08:32:07,727 - Epoch: [58][ 2300/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.551800 +2023-11-22 08:33:02,386 - Epoch: [58][ 2400/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.551581 +2023-11-22 08:33:57,035 - Epoch: [58][ 2500/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.551376 +2023-11-22 08:34:51,700 - Epoch: [58][ 2600/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.551194 +2023-11-22 08:35:46,381 - Epoch: [58][ 2700/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.551030 +2023-11-22 08:36:41,114 - Epoch: [58][ 2800/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.550897 +2023-11-22 08:37:35,757 - Epoch: [58][ 2900/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.550742 +2023-11-22 08:38:30,507 - Epoch: [58][ 3000/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.550633 +2023-11-22 08:39:25,137 - Epoch: [58][ 3100/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.550492 +2023-11-22 08:40:19,778 - Epoch: [58][ 3200/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.550364 +2023-11-22 08:41:14,480 - Epoch: [58][ 3300/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.550261 +2023-11-22 08:42:09,144 - Epoch: [58][ 3400/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.550154 +2023-11-22 08:43:03,741 - Epoch: [58][ 3500/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.550034 +2023-11-22 08:43:58,281 - Epoch: [58][ 3600/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549904 +2023-11-22 08:44:52,888 - Epoch: [58][ 3700/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549800 +2023-11-22 08:45:47,563 - Epoch: [58][ 3800/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.549719 +2023-11-22 08:46:42,219 - Epoch: [58][ 3900/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.549637 +2023-11-22 08:47:36,857 - Epoch: [58][ 4000/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549554 +2023-11-22 08:48:31,602 - Epoch: [58][ 4100/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549502 +2023-11-22 08:49:26,230 - Epoch: [58][ 4200/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549425 +2023-11-22 08:50:20,916 - Epoch: [58][ 4300/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549365 +2023-11-22 08:51:15,578 - Epoch: [58][ 4400/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.549302 +2023-11-22 08:52:10,291 - Epoch: [58][ 4500/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549253 +2023-11-22 08:53:04,950 - Epoch: [58][ 4600/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549194 +2023-11-22 08:53:59,579 - Epoch: [58][ 4700/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549131 +2023-11-22 08:54:54,269 - Epoch: [58][ 4800/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549084 +2023-11-22 08:55:48,914 - Epoch: [58][ 4900/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549030 +2023-11-22 08:56:43,682 - Epoch: [58][ 5000/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549002 +2023-11-22 08:57:38,369 - Epoch: [58][ 5100/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548960 +2023-11-22 08:58:33,064 - Epoch: [58][ 5200/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548921 +2023-11-22 08:59:27,783 - Epoch: [58][ 5300/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548887 +2023-11-22 09:00:22,466 - Epoch: [58][ 5400/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548849 +2023-11-22 09:01:17,083 - Epoch: [58][ 5500/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548800 +2023-11-22 09:02:11,739 - Epoch: [58][ 5600/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548759 +2023-11-22 09:03:06,370 - Epoch: [58][ 5700/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548716 +2023-11-22 09:04:00,961 - Epoch: [58][ 5800/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.548667 +2023-11-22 09:04:55,686 - Epoch: [58][ 5900/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548642 +2023-11-22 09:05:50,323 - Epoch: [58][ 6000/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548604 +2023-11-22 09:06:45,114 - Epoch: [58][ 6100/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548592 +2023-11-22 09:07:39,824 - Epoch: [58][ 6200/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548567 +2023-11-22 09:08:34,465 - Epoch: [58][ 6300/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548533 +2023-11-22 09:09:29,152 - Epoch: [58][ 6400/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548506 +2023-11-22 09:10:23,755 - Epoch: [58][ 6500/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548468 +2023-11-22 09:11:18,404 - Epoch: [58][ 6600/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548437 +2023-11-22 09:12:13,079 - Epoch: [58][ 6700/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548412 +2023-11-22 09:13:07,752 - Epoch: [58][ 6800/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548386 +2023-11-22 09:14:02,418 - Epoch: [58][ 6900/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548361 +2023-11-22 09:14:57,043 - Epoch: [58][ 7000/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548330 +2023-11-22 09:15:51,712 - Epoch: [58][ 7100/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.548307 +2023-11-22 09:16:46,337 - Epoch: [58][ 7200/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548278 +2023-11-22 09:17:40,971 - Epoch: [58][ 7300/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548251 +2023-11-22 09:18:35,710 - Epoch: [58][ 7400/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548239 +2023-11-22 09:19:30,380 - Epoch: [58][ 7500/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548218 +2023-11-22 09:20:25,030 - Epoch: [58][ 7600/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548195 +2023-11-22 09:21:19,802 - Epoch: [58][ 7700/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548188 +2023-11-22 09:22:14,543 - Epoch: [58][ 7800/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548178 +2023-11-22 09:23:09,182 - Epoch: [58][ 7900/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548155 +2023-11-22 09:24:03,803 - Epoch: [58][ 8000/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548130 +2023-11-22 09:24:58,506 - Epoch: [58][ 8100/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548116 +2023-11-22 09:25:53,271 - Epoch: [58][ 8200/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548110 +2023-11-22 09:26:47,987 - Epoch: [58][ 8300/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548098 +2023-11-22 09:27:42,730 - Epoch: [58][ 8400/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548090 +2023-11-22 09:28:37,412 - Epoch: [58][ 8500/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548075 +2023-11-22 09:29:32,148 - Epoch: [58][ 8600/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548066 +2023-11-22 09:30:26,894 - Epoch: [58][ 8700/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548059 +2023-11-22 09:31:21,566 - Epoch: [58][ 8800/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548043 +2023-11-22 09:32:16,366 - Epoch: [58][ 8900/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548042 +2023-11-22 09:33:11,126 - Epoch: [58][ 9000/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548037 +2023-11-22 09:34:05,864 - Epoch: [58][ 9100/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548030 +2023-11-22 09:35:00,618 - Epoch: [58][ 9200/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548024 +2023-11-22 09:35:55,366 - Epoch: [58][ 9300/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548018 +2023-11-22 09:36:50,354 - Epoch: [58][ 9400/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548037 +2023-11-22 09:37:45,129 - Epoch: [58][ 9500/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.548034 +2023-11-22 09:38:39,936 - Epoch: [58][ 9600/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548034 +2023-11-22 09:39:34,714 - Epoch: [58][ 9700/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548031 +2023-11-22 09:40:29,361 - Epoch: [58][ 9800/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548015 +2023-11-22 09:41:24,106 - Epoch: [58][ 9900/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.548009 +2023-11-22 09:42:18,848 - Epoch: [58][10000/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548002 +2023-11-22 09:43:13,621 - Epoch: [58][10100/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.548000 +2023-11-22 09:44:08,355 - Epoch: [58][10200/12168] Overall Loss 0.013142 Objective Loss 0.000000 Distill Loss 0.013142 LR 0.000063 Time 0.547993 +2023-11-22 09:45:03,092 - Epoch: [58][10300/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.547986 +2023-11-22 09:45:57,779 - Epoch: [58][10400/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.547975 +2023-11-22 09:46:52,556 - Epoch: [58][10500/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.547973 +2023-11-22 09:47:47,299 - Epoch: [58][10600/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.547968 +2023-11-22 09:48:42,209 - Epoch: [58][10700/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.547978 +2023-11-22 09:49:36,955 - Epoch: [58][10800/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547973 +2023-11-22 09:50:31,749 - Epoch: [58][10900/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547972 +2023-11-22 09:51:26,503 - Epoch: [58][11000/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.547968 +2023-11-22 09:52:21,312 - Epoch: [58][11100/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547969 +2023-11-22 09:53:16,116 - Epoch: [58][11200/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547969 +2023-11-22 09:54:10,938 - Epoch: [58][11300/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.547971 +2023-11-22 09:55:05,637 - Epoch: [58][11400/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547962 +2023-11-22 09:56:00,313 - Epoch: [58][11500/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547952 +2023-11-22 09:56:55,029 - Epoch: [58][11600/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547945 +2023-11-22 09:57:49,762 - Epoch: [58][11700/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.547939 +2023-11-22 09:58:44,478 - Epoch: [58][11800/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.547932 +2023-11-22 09:59:39,256 - Epoch: [58][11900/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.547931 +2023-11-22 10:00:33,907 - Epoch: [58][12000/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.547919 +2023-11-22 10:01:28,660 - Epoch: [58][12100/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.547915 +2023-11-22 10:02:05,642 - Epoch: [58][12168/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.547892 +2023-11-22 10:02:06,020 - --- validate (epoch=58)----------- +2023-11-22 10:02:06,020 - 167951 samples (256 per mini-batch) +2023-11-22 10:02:56,956 - Epoch: [58][ 100/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-22 10:03:45,658 - Epoch: [58][ 200/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-22 10:04:34,347 - Epoch: [58][ 300/ 657] Loss 0.000000 Overall Loss 0.013798 +2023-11-22 10:05:23,034 - Epoch: [58][ 400/ 657] Loss 0.000000 Overall Loss 0.013795 +2023-11-22 10:06:11,726 - Epoch: [58][ 500/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-22 10:07:00,410 - Epoch: [58][ 600/ 657] Loss 0.000000 Overall Loss 0.013786 +2023-11-22 10:07:27,718 - Epoch: [58][ 657/ 657] Loss 0.000000 Overall Loss 0.013790 +2023-11-22 10:07:27,930 - ==> Overall Loss: 0.014 + +2023-11-22 10:07:27,932 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 10:07:27,932 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 10:07:27,953 - + +2023-11-22 10:07:27,953 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 10:08:32,651 - Epoch: [59][ 100/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.646940 +2023-11-22 10:09:27,252 - Epoch: [59][ 200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.596458 +2023-11-22 10:10:21,968 - Epoch: [59][ 300/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.580015 +2023-11-22 10:11:16,674 - Epoch: [59][ 400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.571770 +2023-11-22 10:12:11,289 - Epoch: [59][ 500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.566639 +2023-11-22 10:13:05,943 - Epoch: [59][ 600/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.563284 +2023-11-22 10:14:00,613 - Epoch: [59][ 700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.560910 +2023-11-22 10:14:55,273 - Epoch: [59][ 800/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.559118 +2023-11-22 10:15:49,920 - Epoch: [59][ 900/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.557710 +2023-11-22 10:16:44,553 - Epoch: [59][ 1000/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.556569 +2023-11-22 10:17:39,223 - Epoch: [59][ 1100/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.555668 +2023-11-22 10:18:33,883 - Epoch: [59][ 1200/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.554911 +2023-11-22 10:19:28,556 - Epoch: [59][ 1300/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.554279 +2023-11-22 10:20:23,209 - Epoch: [59][ 1400/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.553723 +2023-11-22 10:21:17,905 - Epoch: [59][ 1500/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.553270 +2023-11-22 10:22:12,616 - Epoch: [59][ 1600/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.552883 +2023-11-22 10:23:07,260 - Epoch: [59][ 1700/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.552502 +2023-11-22 10:24:01,904 - Epoch: [59][ 1800/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.552164 +2023-11-22 10:24:56,652 - Epoch: [59][ 1900/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.551916 +2023-11-22 10:25:51,368 - Epoch: [59][ 2000/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.551676 +2023-11-22 10:26:46,159 - Epoch: [59][ 2100/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.551495 +2023-11-22 10:27:40,848 - Epoch: [59][ 2200/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.551285 +2023-11-22 10:28:35,579 - Epoch: [59][ 2300/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.551111 +2023-11-22 10:29:30,301 - Epoch: [59][ 2400/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.550947 +2023-11-22 10:30:24,968 - Epoch: [59][ 2500/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.550775 +2023-11-22 10:31:19,728 - Epoch: [59][ 2600/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.550652 +2023-11-22 10:32:14,374 - Epoch: [59][ 2700/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.550495 +2023-11-22 10:33:09,056 - Epoch: [59][ 2800/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.550363 +2023-11-22 10:34:03,678 - Epoch: [59][ 2900/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.550219 +2023-11-22 10:34:58,372 - Epoch: [59][ 3000/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.550108 +2023-11-22 10:35:53,084 - Epoch: [59][ 3100/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.550011 +2023-11-22 10:36:47,818 - Epoch: [59][ 3200/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.549927 +2023-11-22 10:37:42,531 - Epoch: [59][ 3300/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549841 +2023-11-22 10:38:37,265 - Epoch: [59][ 3400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549766 +2023-11-22 10:39:31,906 - Epoch: [59][ 3500/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.549670 +2023-11-22 10:40:26,448 - Epoch: [59][ 3600/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.549551 +2023-11-22 10:41:21,024 - Epoch: [59][ 3700/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.549447 +2023-11-22 10:42:15,669 - Epoch: [59][ 3800/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.549368 +2023-11-22 10:43:10,339 - Epoch: [59][ 3900/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.549299 +2023-11-22 10:44:04,941 - Epoch: [59][ 4000/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.549216 +2023-11-22 10:44:59,625 - Epoch: [59][ 4100/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.549157 +2023-11-22 10:45:54,416 - Epoch: [59][ 4200/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.549127 +2023-11-22 10:46:49,068 - Epoch: [59][ 4300/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.549065 +2023-11-22 10:47:43,771 - Epoch: [59][ 4400/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.549019 +2023-11-22 10:48:38,473 - Epoch: [59][ 4500/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548973 +2023-11-22 10:49:33,150 - Epoch: [59][ 4600/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548925 +2023-11-22 10:50:27,837 - Epoch: [59][ 4700/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548880 +2023-11-22 10:51:22,564 - Epoch: [59][ 4800/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548846 +2023-11-22 10:52:17,278 - Epoch: [59][ 4900/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548811 +2023-11-22 10:53:11,893 - Epoch: [59][ 5000/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.548757 +2023-11-22 10:54:06,618 - Epoch: [59][ 5100/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.548727 +2023-11-22 10:55:01,303 - Epoch: [59][ 5200/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.548690 +2023-11-22 10:55:56,089 - Epoch: [59][ 5300/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.548674 +2023-11-22 10:56:50,805 - Epoch: [59][ 5400/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548645 +2023-11-22 10:57:45,465 - Epoch: [59][ 5500/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548608 +2023-11-22 10:58:40,232 - Epoch: [59][ 5600/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548590 +2023-11-22 10:59:35,050 - Epoch: [59][ 5700/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.548582 +2023-11-22 11:00:29,795 - Epoch: [59][ 5800/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.548562 +2023-11-22 11:01:24,460 - Epoch: [59][ 5900/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.548529 +2023-11-22 11:02:19,138 - Epoch: [59][ 6000/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.548500 +2023-11-22 11:03:13,894 - Epoch: [59][ 6100/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.548484 +2023-11-22 11:04:08,604 - Epoch: [59][ 6200/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548461 +2023-11-22 11:05:03,269 - Epoch: [59][ 6300/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548432 +2023-11-22 11:05:58,026 - Epoch: [59][ 6400/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548418 +2023-11-22 11:06:52,706 - Epoch: [59][ 6500/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548392 +2023-11-22 11:07:47,410 - Epoch: [59][ 6600/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548371 +2023-11-22 11:08:42,195 - Epoch: [59][ 6700/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548363 +2023-11-22 11:09:36,912 - Epoch: [59][ 6800/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548345 +2023-11-22 11:10:31,677 - Epoch: [59][ 6900/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.548335 +2023-11-22 11:11:26,356 - Epoch: [59][ 7000/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.548312 +2023-11-22 11:12:21,095 - Epoch: [59][ 7100/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.548299 +2023-11-22 11:13:15,892 - Epoch: [59][ 7200/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.548294 +2023-11-22 11:14:10,513 - Epoch: [59][ 7300/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.548265 +2023-11-22 11:15:05,136 - Epoch: [59][ 7400/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.548237 +2023-11-22 11:15:59,890 - Epoch: [59][ 7500/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.548227 +2023-11-22 11:16:54,585 - Epoch: [59][ 7600/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.548210 +2023-11-22 11:17:49,293 - Epoch: [59][ 7700/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.548195 +2023-11-22 11:18:44,024 - Epoch: [59][ 7800/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.548183 +2023-11-22 11:19:38,720 - Epoch: [59][ 7900/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548167 +2023-11-22 11:20:33,505 - Epoch: [59][ 8000/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548163 +2023-11-22 11:21:28,285 - Epoch: [59][ 8100/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.548158 +2023-11-22 11:22:23,054 - Epoch: [59][ 8200/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548152 +2023-11-22 11:23:17,855 - Epoch: [59][ 8300/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548150 +2023-11-22 11:24:12,590 - Epoch: [59][ 8400/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548140 +2023-11-22 11:25:07,348 - Epoch: [59][ 8500/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548133 +2023-11-22 11:26:02,040 - Epoch: [59][ 8600/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548118 +2023-11-22 11:26:56,827 - Epoch: [59][ 8700/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.548115 +2023-11-22 11:27:51,624 - Epoch: [59][ 8800/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.548113 +2023-11-22 11:28:46,486 - Epoch: [59][ 8900/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.548119 +2023-11-22 11:29:41,260 - Epoch: [59][ 9000/12168] Overall Loss 0.013152 Objective Loss 0.000000 Distill Loss 0.013152 LR 0.000063 Time 0.548114 +2023-11-22 11:30:36,112 - Epoch: [59][ 9100/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.548118 +2023-11-22 11:31:30,807 - Epoch: [59][ 9200/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.548105 +2023-11-22 11:32:25,662 - Epoch: [59][ 9300/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.548109 +2023-11-22 11:33:20,450 - Epoch: [59][ 9400/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.548107 +2023-11-22 11:34:15,266 - Epoch: [59][ 9500/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.548107 +2023-11-22 11:35:10,145 - Epoch: [59][ 9600/12168] Overall Loss 0.013162 Objective Loss 0.000000 Distill Loss 0.013162 LR 0.000063 Time 0.548114 +2023-11-22 11:36:04,815 - Epoch: [59][ 9700/12168] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.000063 Time 0.548099 +2023-11-22 11:36:59,539 - Epoch: [59][ 9800/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548090 +2023-11-22 11:37:54,266 - Epoch: [59][ 9900/12168] Overall Loss 0.013164 Objective Loss 0.000000 Distill Loss 0.013164 LR 0.000063 Time 0.548081 +2023-11-22 11:38:49,113 - Epoch: [59][10000/12168] Overall Loss 0.013165 Objective Loss 0.000000 Distill Loss 0.013165 LR 0.000063 Time 0.548085 +2023-11-22 11:39:43,915 - Epoch: [59][10100/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548084 +2023-11-22 11:40:38,671 - Epoch: [59][10200/12168] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.000063 Time 0.548078 +2023-11-22 11:41:33,444 - Epoch: [59][10300/12168] Overall Loss 0.013167 Objective Loss 0.000000 Distill Loss 0.013167 LR 0.000063 Time 0.548075 +2023-11-22 11:42:28,246 - Epoch: [59][10400/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.548074 +2023-11-22 11:43:22,971 - Epoch: [59][10500/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.548066 +2023-11-22 11:44:17,665 - Epoch: [59][10600/12168] Overall Loss 0.013168 Objective Loss 0.000000 Distill Loss 0.013168 LR 0.000063 Time 0.548055 +2023-11-22 11:45:12,412 - Epoch: [59][10700/12168] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.000063 Time 0.548049 +2023-11-22 11:46:07,170 - Epoch: [59][10800/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.548045 +2023-11-22 11:47:01,952 - Epoch: [59][10900/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.548042 +2023-11-22 11:47:56,697 - Epoch: [59][11000/12168] Overall Loss 0.013170 Objective Loss 0.000000 Distill Loss 0.013170 LR 0.000063 Time 0.548037 +2023-11-22 11:48:51,438 - Epoch: [59][11100/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548031 +2023-11-22 11:49:46,169 - Epoch: [59][11200/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548024 +2023-11-22 11:50:40,879 - Epoch: [59][11300/12168] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.000063 Time 0.548015 +2023-11-22 11:51:35,675 - Epoch: [59][11400/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548015 +2023-11-22 11:52:30,462 - Epoch: [59][11500/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548013 +2023-11-22 11:53:25,179 - Epoch: [59][11600/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548006 +2023-11-22 11:54:20,024 - Epoch: [59][11700/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548009 +2023-11-22 11:55:14,943 - Epoch: [59][11800/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548019 +2023-11-22 11:56:09,803 - Epoch: [59][11900/12168] Overall Loss 0.013174 Objective Loss 0.000000 Distill Loss 0.013174 LR 0.000063 Time 0.548024 +2023-11-22 11:57:04,513 - Epoch: [59][12000/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548016 +2023-11-22 11:57:59,235 - Epoch: [59][12100/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.548009 +2023-11-22 11:58:36,355 - Epoch: [59][12168/12168] Overall Loss 0.013173 Objective Loss 0.000000 Distill Loss 0.013173 LR 0.000063 Time 0.547997 +2023-11-22 11:58:36,746 - --- validate (epoch=59)----------- +2023-11-22 11:58:36,746 - 167951 samples (256 per mini-batch) +2023-11-22 11:59:27,731 - Epoch: [59][ 100/ 657] Loss 0.000000 Overall Loss 0.013818 +2023-11-22 12:00:16,438 - Epoch: [59][ 200/ 657] Loss 0.000000 Overall Loss 0.013813 +2023-11-22 12:01:05,113 - Epoch: [59][ 300/ 657] Loss 0.000000 Overall Loss 0.013809 +2023-11-22 12:01:53,796 - Epoch: [59][ 400/ 657] Loss 0.000000 Overall Loss 0.013816 +2023-11-22 12:02:42,480 - Epoch: [59][ 500/ 657] Loss 0.000000 Overall Loss 0.013829 +2023-11-22 12:03:31,179 - Epoch: [59][ 600/ 657] Loss 0.000000 Overall Loss 0.013826 +2023-11-22 12:03:58,471 - Epoch: [59][ 657/ 657] Loss 0.000000 Overall Loss 0.013825 +2023-11-22 12:03:58,687 - ==> Overall Loss: 0.014 + +2023-11-22 12:03:58,689 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 12:03:58,689 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 12:03:58,710 - + +2023-11-22 12:03:58,710 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 12:05:02,670 - Epoch: [60][ 100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.639554 +2023-11-22 12:05:57,313 - Epoch: [60][ 200/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.592977 +2023-11-22 12:06:52,003 - Epoch: [60][ 300/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.577609 +2023-11-22 12:07:46,720 - Epoch: [60][ 400/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.569990 +2023-11-22 12:08:41,435 - Epoch: [60][ 500/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.565417 +2023-11-22 12:09:36,138 - Epoch: [60][ 600/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.562347 +2023-11-22 12:10:30,850 - Epoch: [60][ 700/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.560167 +2023-11-22 12:11:25,537 - Epoch: [60][ 800/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.558502 +2023-11-22 12:12:20,233 - Epoch: [60][ 900/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.557216 +2023-11-22 12:13:14,940 - Epoch: [60][ 1000/12168] Overall Loss 0.013161 Objective Loss 0.000000 Distill Loss 0.013161 LR 0.000063 Time 0.556198 +2023-11-22 12:14:09,656 - Epoch: [60][ 1100/12168] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.000063 Time 0.555373 +2023-11-22 12:15:04,345 - Epoch: [60][ 1200/12168] Overall Loss 0.013159 Objective Loss 0.000000 Distill Loss 0.013159 LR 0.000063 Time 0.554663 +2023-11-22 12:15:59,026 - Epoch: [60][ 1300/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.554057 +2023-11-22 12:16:53,639 - Epoch: [60][ 1400/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.553488 +2023-11-22 12:17:48,336 - Epoch: [60][ 1500/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.553052 +2023-11-22 12:18:43,108 - Epoch: [60][ 1600/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.552717 +2023-11-22 12:19:37,917 - Epoch: [60][ 1700/12168] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.000063 Time 0.552443 +2023-11-22 12:20:32,667 - Epoch: [60][ 1800/12168] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.000063 Time 0.552167 +2023-11-22 12:21:27,378 - Epoch: [60][ 1900/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.551899 +2023-11-22 12:22:22,089 - Epoch: [60][ 2000/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.551658 +2023-11-22 12:23:16,852 - Epoch: [60][ 2100/12168] Overall Loss 0.013157 Objective Loss 0.000000 Distill Loss 0.013157 LR 0.000063 Time 0.551464 +2023-11-22 12:24:11,642 - Epoch: [60][ 2200/12168] Overall Loss 0.013156 Objective Loss 0.000000 Distill Loss 0.013156 LR 0.000063 Time 0.551301 +2023-11-22 12:25:06,386 - Epoch: [60][ 2300/12168] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.000063 Time 0.551131 +2023-11-22 12:26:01,139 - Epoch: [60][ 2400/12168] Overall Loss 0.013154 Objective Loss 0.000000 Distill Loss 0.013154 LR 0.000063 Time 0.550980 +2023-11-22 12:26:55,770 - Epoch: [60][ 2500/12168] Overall Loss 0.013151 Objective Loss 0.000000 Distill Loss 0.013151 LR 0.000063 Time 0.550792 +2023-11-22 12:27:50,477 - Epoch: [60][ 2600/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.550648 +2023-11-22 12:28:45,114 - Epoch: [60][ 2700/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.550489 +2023-11-22 12:29:39,884 - Epoch: [60][ 2800/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.550388 +2023-11-22 12:30:34,562 - Epoch: [60][ 2900/12168] Overall Loss 0.013149 Objective Loss 0.000000 Distill Loss 0.013149 LR 0.000063 Time 0.550262 +2023-11-22 12:31:29,204 - Epoch: [60][ 3000/12168] Overall Loss 0.013148 Objective Loss 0.000000 Distill Loss 0.013148 LR 0.000063 Time 0.550133 +2023-11-22 12:32:23,898 - Epoch: [60][ 3100/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.550029 +2023-11-22 12:33:18,612 - Epoch: [60][ 3200/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.549938 +2023-11-22 12:34:13,317 - Epoch: [60][ 3300/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.549849 +2023-11-22 12:35:08,002 - Epoch: [60][ 3400/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.549760 +2023-11-22 12:36:02,635 - Epoch: [60][ 3500/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.549662 +2023-11-22 12:36:57,426 - Epoch: [60][ 3600/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.549612 +2023-11-22 12:37:52,087 - Epoch: [60][ 3700/12168] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.000063 Time 0.549530 +2023-11-22 12:38:46,701 - Epoch: [60][ 3800/12168] Overall Loss 0.013145 Objective Loss 0.000000 Distill Loss 0.013145 LR 0.000063 Time 0.549440 +2023-11-22 12:39:41,389 - Epoch: [60][ 3900/12168] Overall Loss 0.013143 Objective Loss 0.000000 Distill Loss 0.013143 LR 0.000063 Time 0.549374 +2023-11-22 12:40:36,193 - Epoch: [60][ 4000/12168] Overall Loss 0.013140 Objective Loss 0.000000 Distill Loss 0.013140 LR 0.000063 Time 0.549340 +2023-11-22 12:41:30,882 - Epoch: [60][ 4100/12168] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.000063 Time 0.549279 +2023-11-22 12:42:25,709 - Epoch: [60][ 4200/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549254 +2023-11-22 12:43:20,382 - Epoch: [60][ 4300/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549195 +2023-11-22 12:44:15,097 - Epoch: [60][ 4400/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.549148 +2023-11-22 12:45:09,796 - Epoch: [60][ 4500/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549099 +2023-11-22 12:46:04,615 - Epoch: [60][ 4600/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549079 +2023-11-22 12:46:59,353 - Epoch: [60][ 4700/12168] Overall Loss 0.013139 Objective Loss 0.000000 Distill Loss 0.013139 LR 0.000063 Time 0.549042 +2023-11-22 12:47:54,027 - Epoch: [60][ 4800/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.548993 +2023-11-22 12:48:48,757 - Epoch: [60][ 4900/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.548958 +2023-11-22 12:49:43,554 - Epoch: [60][ 5000/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.548938 +2023-11-22 12:50:38,253 - Epoch: [60][ 5100/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.548899 +2023-11-22 12:51:32,918 - Epoch: [60][ 5200/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548855 +2023-11-22 12:52:27,624 - Epoch: [60][ 5300/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548821 +2023-11-22 12:53:22,410 - Epoch: [60][ 5400/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548802 +2023-11-22 12:54:17,113 - Epoch: [60][ 5500/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548769 +2023-11-22 12:55:11,808 - Epoch: [60][ 5600/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548736 +2023-11-22 12:56:06,495 - Epoch: [60][ 5700/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.548703 +2023-11-22 12:57:01,252 - Epoch: [60][ 5800/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548683 +2023-11-22 12:57:55,996 - Epoch: [60][ 5900/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548661 +2023-11-22 12:58:50,766 - Epoch: [60][ 6000/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548645 +2023-11-22 12:59:45,484 - Epoch: [60][ 6100/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548620 +2023-11-22 13:00:40,189 - Epoch: [60][ 6200/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548595 +2023-11-22 13:01:34,905 - Epoch: [60][ 6300/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548571 +2023-11-22 13:02:29,658 - Epoch: [60][ 6400/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548554 +2023-11-22 13:03:24,278 - Epoch: [60][ 6500/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548518 +2023-11-22 13:04:19,018 - Epoch: [60][ 6600/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548500 +2023-11-22 13:05:13,765 - Epoch: [60][ 6700/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548485 +2023-11-22 13:06:08,436 - Epoch: [60][ 6800/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.548458 +2023-11-22 13:07:03,121 - Epoch: [60][ 6900/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548434 +2023-11-22 13:07:57,868 - Epoch: [60][ 7000/12168] Overall Loss 0.013135 Objective Loss 0.000000 Distill Loss 0.013135 LR 0.000063 Time 0.548420 +2023-11-22 13:08:52,643 - Epoch: [60][ 7100/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548410 +2023-11-22 13:09:47,287 - Epoch: [60][ 7200/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548382 +2023-11-22 13:10:42,034 - Epoch: [60][ 7300/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548369 +2023-11-22 13:11:36,765 - Epoch: [60][ 7400/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548355 +2023-11-22 13:12:31,565 - Epoch: [60][ 7500/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548350 +2023-11-22 13:13:26,351 - Epoch: [60][ 7600/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548343 +2023-11-22 13:14:21,164 - Epoch: [60][ 7700/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548340 +2023-11-22 13:15:15,982 - Epoch: [60][ 7800/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548337 +2023-11-22 13:16:10,767 - Epoch: [60][ 7900/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548331 +2023-11-22 13:17:05,440 - Epoch: [60][ 8000/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548310 +2023-11-22 13:18:00,355 - Epoch: [60][ 8100/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548320 +2023-11-22 13:18:55,103 - Epoch: [60][ 8200/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548310 +2023-11-22 13:19:49,968 - Epoch: [60][ 8300/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548313 +2023-11-22 13:20:44,854 - Epoch: [60][ 8400/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548319 +2023-11-22 13:21:39,734 - Epoch: [60][ 8500/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548325 +2023-11-22 13:22:34,480 - Epoch: [60][ 8600/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548314 +2023-11-22 13:23:29,234 - Epoch: [60][ 8700/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548305 +2023-11-22 13:24:24,020 - Epoch: [60][ 8800/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548300 +2023-11-22 13:25:18,752 - Epoch: [60][ 8900/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548288 +2023-11-22 13:26:13,407 - Epoch: [60][ 9000/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548269 +2023-11-22 13:27:08,147 - Epoch: [60][ 9100/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548259 +2023-11-22 13:28:02,853 - Epoch: [60][ 9200/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548245 +2023-11-22 13:28:57,661 - Epoch: [60][ 9300/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548243 +2023-11-22 13:29:52,410 - Epoch: [60][ 9400/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548235 +2023-11-22 13:30:47,147 - Epoch: [60][ 9500/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548226 +2023-11-22 13:31:41,870 - Epoch: [60][ 9600/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548215 +2023-11-22 13:32:36,534 - Epoch: [60][ 9700/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548198 +2023-11-22 13:33:31,245 - Epoch: [60][ 9800/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548187 +2023-11-22 13:34:26,104 - Epoch: [60][ 9900/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548191 +2023-11-22 13:35:20,961 - Epoch: [60][10000/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548194 +2023-11-22 13:36:15,884 - Epoch: [60][10100/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548204 +2023-11-22 13:37:10,735 - Epoch: [60][10200/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548207 +2023-11-22 13:38:05,504 - Epoch: [60][10300/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548201 +2023-11-22 13:39:00,277 - Epoch: [60][10400/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548197 +2023-11-22 13:39:55,118 - Epoch: [60][10500/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548198 +2023-11-22 13:40:49,963 - Epoch: [60][10600/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548200 +2023-11-22 13:41:44,655 - Epoch: [60][10700/12168] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.000063 Time 0.548188 +2023-11-22 13:42:39,435 - Epoch: [60][10800/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548184 +2023-11-22 13:43:34,234 - Epoch: [60][10900/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548182 +2023-11-22 13:44:28,956 - Epoch: [60][11000/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548173 +2023-11-22 13:45:23,713 - Epoch: [60][11100/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548167 +2023-11-22 13:46:18,473 - Epoch: [60][11200/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548162 +2023-11-22 13:47:13,305 - Epoch: [60][11300/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548163 +2023-11-22 13:48:08,072 - Epoch: [60][11400/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548159 +2023-11-22 13:49:02,766 - Epoch: [60][11500/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.548148 +2023-11-22 13:49:57,558 - Epoch: [60][11600/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548146 +2023-11-22 13:50:52,437 - Epoch: [60][11700/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.548151 +2023-11-22 13:51:47,230 - Epoch: [60][11800/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548149 +2023-11-22 13:52:41,968 - Epoch: [60][11900/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548142 +2023-11-22 13:53:36,751 - Epoch: [60][12000/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548139 +2023-11-22 13:54:31,575 - Epoch: [60][12100/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548140 +2023-11-22 13:55:08,593 - Epoch: [60][12168/12168] Overall Loss 0.013134 Objective Loss 0.000000 Distill Loss 0.013134 LR 0.000063 Time 0.548119 +2023-11-22 13:55:08,989 - --- validate (epoch=60)----------- +2023-11-22 13:55:08,989 - 167951 samples (256 per mini-batch) +2023-11-22 13:56:00,311 - Epoch: [60][ 100/ 657] Loss 0.000000 Overall Loss 0.013763 +2023-11-22 13:56:49,030 - Epoch: [60][ 200/ 657] Loss 0.000000 Overall Loss 0.013773 +2023-11-22 13:57:37,753 - Epoch: [60][ 300/ 657] Loss 0.000000 Overall Loss 0.013773 +2023-11-22 13:58:26,490 - Epoch: [60][ 400/ 657] Loss 0.000000 Overall Loss 0.013764 +2023-11-22 13:59:15,205 - Epoch: [60][ 500/ 657] Loss 0.000000 Overall Loss 0.013766 +2023-11-22 14:00:03,876 - Epoch: [60][ 600/ 657] Loss 0.000000 Overall Loss 0.013762 +2023-11-22 14:00:31,179 - Epoch: [60][ 657/ 657] Loss 0.000000 Overall Loss 0.013764 +2023-11-22 14:00:31,392 - ==> Overall Loss: 0.014 + +2023-11-22 14:00:31,395 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 14:00:31,395 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 14:00:31,416 - + +2023-11-22 14:00:31,417 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 14:01:35,970 - Epoch: [61][ 100/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.645501 +2023-11-22 14:02:30,695 - Epoch: [61][ 200/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.596358 +2023-11-22 14:03:25,443 - Epoch: [61][ 300/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.580058 +2023-11-22 14:04:20,198 - Epoch: [61][ 400/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.571923 +2023-11-22 14:05:14,873 - Epoch: [61][ 500/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.566881 +2023-11-22 14:06:09,630 - Epoch: [61][ 600/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.563657 +2023-11-22 14:07:04,322 - Epoch: [61][ 700/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.561262 +2023-11-22 14:07:59,060 - Epoch: [61][ 800/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.559523 +2023-11-22 14:08:53,835 - Epoch: [61][ 900/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.558211 +2023-11-22 14:09:48,629 - Epoch: [61][ 1000/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.557181 +2023-11-22 14:10:43,275 - Epoch: [61][ 1100/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.556203 +2023-11-22 14:11:38,021 - Epoch: [61][ 1200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.555473 +2023-11-22 14:12:32,691 - Epoch: [61][ 1300/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.554795 +2023-11-22 14:13:27,460 - Epoch: [61][ 1400/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.554285 +2023-11-22 14:14:22,194 - Epoch: [61][ 1500/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.553821 +2023-11-22 14:15:17,005 - Epoch: [61][ 1600/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.553461 +2023-11-22 14:16:11,885 - Epoch: [61][ 1700/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.553185 +2023-11-22 14:17:06,730 - Epoch: [61][ 1800/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.552920 +2023-11-22 14:18:01,577 - Epoch: [61][ 1900/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.552684 +2023-11-22 14:18:56,352 - Epoch: [61][ 2000/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.552436 +2023-11-22 14:19:51,161 - Epoch: [61][ 2100/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.552228 +2023-11-22 14:20:45,882 - Epoch: [61][ 2200/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.551998 +2023-11-22 14:21:40,681 - Epoch: [61][ 2300/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.551822 +2023-11-22 14:22:35,394 - Epoch: [61][ 2400/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.551626 +2023-11-22 14:23:30,221 - Epoch: [61][ 2500/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.551490 +2023-11-22 14:24:24,967 - Epoch: [61][ 2600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.551334 +2023-11-22 14:25:19,693 - Epoch: [61][ 2700/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.551182 +2023-11-22 14:26:14,406 - Epoch: [61][ 2800/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.551036 +2023-11-22 14:27:09,059 - Epoch: [61][ 2900/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.550880 +2023-11-22 14:28:03,785 - Epoch: [61][ 3000/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.550758 +2023-11-22 14:28:58,523 - Epoch: [61][ 3100/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.550648 +2023-11-22 14:29:53,261 - Epoch: [61][ 3200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.550545 +2023-11-22 14:30:47,948 - Epoch: [61][ 3300/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.550433 +2023-11-22 14:31:42,684 - Epoch: [61][ 3400/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.550342 +2023-11-22 14:32:37,381 - Epoch: [61][ 3500/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.550244 +2023-11-22 14:33:32,144 - Epoch: [61][ 3600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.550171 +2023-11-22 14:34:26,910 - Epoch: [61][ 3700/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.550102 +2023-11-22 14:35:21,649 - Epoch: [61][ 3800/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.550030 +2023-11-22 14:36:16,405 - Epoch: [61][ 3900/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.549966 +2023-11-22 14:37:11,125 - Epoch: [61][ 4000/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549896 +2023-11-22 14:38:05,818 - Epoch: [61][ 4100/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549823 +2023-11-22 14:39:00,564 - Epoch: [61][ 4200/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549766 +2023-11-22 14:39:55,248 - Epoch: [61][ 4300/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549697 +2023-11-22 14:40:49,990 - Epoch: [61][ 4400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549645 +2023-11-22 14:41:44,758 - Epoch: [61][ 4500/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549601 +2023-11-22 14:42:39,482 - Epoch: [61][ 4600/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549548 +2023-11-22 14:43:34,309 - Epoch: [61][ 4700/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549521 +2023-11-22 14:44:29,099 - Epoch: [61][ 4800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549486 +2023-11-22 14:45:23,772 - Epoch: [61][ 4900/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549429 +2023-11-22 14:46:18,555 - Epoch: [61][ 5000/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549397 +2023-11-22 14:47:13,259 - Epoch: [61][ 5100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549350 +2023-11-22 14:48:07,937 - Epoch: [61][ 5200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549300 +2023-11-22 14:49:02,641 - Epoch: [61][ 5300/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549257 +2023-11-22 14:49:57,523 - Epoch: [61][ 5400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549248 +2023-11-22 14:50:52,181 - Epoch: [61][ 5500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549199 +2023-11-22 14:51:46,883 - Epoch: [61][ 5600/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549159 +2023-11-22 14:52:41,616 - Epoch: [61][ 5700/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549127 +2023-11-22 14:53:36,340 - Epoch: [61][ 5800/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549094 +2023-11-22 14:54:31,113 - Epoch: [61][ 5900/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549070 +2023-11-22 14:55:25,901 - Epoch: [61][ 6000/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.549050 +2023-11-22 14:56:20,683 - Epoch: [61][ 6100/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549029 +2023-11-22 14:57:15,458 - Epoch: [61][ 6200/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549008 +2023-11-22 14:58:10,251 - Epoch: [61][ 6300/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548991 +2023-11-22 14:59:05,075 - Epoch: [61][ 6400/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548978 +2023-11-22 14:59:59,823 - Epoch: [61][ 6500/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548955 +2023-11-22 15:00:54,578 - Epoch: [61][ 6600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548933 +2023-11-22 15:01:49,329 - Epoch: [61][ 6700/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548911 +2023-11-22 15:02:44,089 - Epoch: [61][ 6800/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548892 +2023-11-22 15:03:38,838 - Epoch: [61][ 6900/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548871 +2023-11-22 15:04:33,582 - Epoch: [61][ 7000/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548850 +2023-11-22 15:05:28,337 - Epoch: [61][ 7100/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548831 +2023-11-22 15:06:23,058 - Epoch: [61][ 7200/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548808 +2023-11-22 15:07:17,820 - Epoch: [61][ 7300/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548792 +2023-11-22 15:08:12,617 - Epoch: [61][ 7400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548780 +2023-11-22 15:09:07,375 - Epoch: [61][ 7500/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548764 +2023-11-22 15:10:02,178 - Epoch: [61][ 7600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548754 +2023-11-22 15:10:56,929 - Epoch: [61][ 7700/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548737 +2023-11-22 15:11:51,735 - Epoch: [61][ 7800/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548728 +2023-11-22 15:12:46,461 - Epoch: [61][ 7900/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.548709 +2023-11-22 15:13:41,237 - Epoch: [61][ 8000/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.548697 +2023-11-22 15:14:36,008 - Epoch: [61][ 8100/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.548684 +2023-11-22 15:15:30,689 - Epoch: [61][ 8200/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.548661 +2023-11-22 15:16:25,421 - Epoch: [61][ 8300/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548644 +2023-11-22 15:17:20,221 - Epoch: [61][ 8400/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548636 +2023-11-22 15:18:15,021 - Epoch: [61][ 8500/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548629 +2023-11-22 15:19:09,876 - Epoch: [61][ 8600/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548627 +2023-11-22 15:20:04,676 - Epoch: [61][ 8700/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548620 +2023-11-22 15:20:59,491 - Epoch: [61][ 8800/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548614 +2023-11-22 15:21:54,196 - Epoch: [61][ 8900/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548596 +2023-11-22 15:22:48,990 - Epoch: [61][ 9000/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548588 +2023-11-22 15:23:43,783 - Epoch: [61][ 9100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548581 +2023-11-22 15:24:38,490 - Epoch: [61][ 9200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548564 +2023-11-22 15:25:33,292 - Epoch: [61][ 9300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548558 +2023-11-22 15:26:28,049 - Epoch: [61][ 9400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548547 +2023-11-22 15:27:22,827 - Epoch: [61][ 9500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548539 +2023-11-22 15:28:17,612 - Epoch: [61][ 9600/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548531 +2023-11-22 15:29:12,430 - Epoch: [61][ 9700/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548527 +2023-11-22 15:30:07,257 - Epoch: [61][ 9800/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548524 +2023-11-22 15:31:01,998 - Epoch: [61][ 9900/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548513 +2023-11-22 15:31:56,676 - Epoch: [61][10000/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548495 +2023-11-22 15:32:51,403 - Epoch: [61][10100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548483 +2023-11-22 15:33:46,314 - Epoch: [61][10200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548489 +2023-11-22 15:34:41,168 - Epoch: [61][10300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548489 +2023-11-22 15:35:35,959 - Epoch: [61][10400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548483 +2023-11-22 15:36:30,753 - Epoch: [61][10500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548477 +2023-11-22 15:37:25,570 - Epoch: [61][10600/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548474 +2023-11-22 15:38:20,307 - Epoch: [61][10700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548464 +2023-11-22 15:39:15,202 - Epoch: [61][10800/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548468 +2023-11-22 15:40:10,025 - Epoch: [61][10900/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548465 +2023-11-22 15:41:04,798 - Epoch: [61][11000/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548459 +2023-11-22 15:41:59,576 - Epoch: [61][11100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548452 +2023-11-22 15:42:54,402 - Epoch: [61][11200/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548450 +2023-11-22 15:43:49,227 - Epoch: [61][11300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548448 +2023-11-22 15:44:44,005 - Epoch: [61][11400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548442 +2023-11-22 15:45:38,913 - Epoch: [61][11500/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548447 +2023-11-22 15:46:33,752 - Epoch: [61][11600/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.548447 +2023-11-22 15:47:28,569 - Epoch: [61][11700/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.548444 +2023-11-22 15:48:23,409 - Epoch: [61][11800/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.548443 +2023-11-22 15:49:18,288 - Epoch: [61][11900/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.548446 +2023-11-22 15:50:13,180 - Epoch: [61][12000/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.548450 +2023-11-22 15:51:07,954 - Epoch: [61][12100/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.548443 +2023-11-22 15:51:45,109 - Epoch: [61][12168/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.548432 +2023-11-22 15:51:45,500 - --- validate (epoch=61)----------- +2023-11-22 15:51:45,500 - 167951 samples (256 per mini-batch) +2023-11-22 15:52:36,672 - Epoch: [61][ 100/ 657] Loss 0.000000 Overall Loss 0.013758 +2023-11-22 15:53:25,495 - Epoch: [61][ 200/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-22 15:54:14,303 - Epoch: [61][ 300/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-22 15:55:03,068 - Epoch: [61][ 400/ 657] Loss 0.000000 Overall Loss 0.013796 +2023-11-22 15:55:51,836 - Epoch: [61][ 500/ 657] Loss 0.000000 Overall Loss 0.013792 +2023-11-22 15:56:40,585 - Epoch: [61][ 600/ 657] Loss 0.000000 Overall Loss 0.013788 +2023-11-22 15:57:07,933 - Epoch: [61][ 657/ 657] Loss 0.000000 Overall Loss 0.013788 +2023-11-22 15:57:08,146 - ==> Overall Loss: 0.014 + +2023-11-22 15:57:08,149 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 15:57:08,149 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 15:57:08,170 - + +2023-11-22 15:57:08,170 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 15:58:12,373 - Epoch: [62][ 100/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.641992 +2023-11-22 15:59:07,145 - Epoch: [62][ 200/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.594839 +2023-11-22 16:00:01,919 - Epoch: [62][ 300/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.579130 +2023-11-22 16:00:56,657 - Epoch: [62][ 400/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.571185 +2023-11-22 16:01:51,388 - Epoch: [62][ 500/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.566403 +2023-11-22 16:02:46,135 - Epoch: [62][ 600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.563241 +2023-11-22 16:03:40,880 - Epoch: [62][ 700/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.560981 +2023-11-22 16:04:35,583 - Epoch: [62][ 800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.559234 +2023-11-22 16:05:30,294 - Epoch: [62][ 900/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.557884 +2023-11-22 16:06:24,971 - Epoch: [62][ 1000/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.556769 +2023-11-22 16:07:19,697 - Epoch: [62][ 1100/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.555902 +2023-11-22 16:08:14,492 - Epoch: [62][ 1200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.555236 +2023-11-22 16:09:09,265 - Epoch: [62][ 1300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.554656 +2023-11-22 16:10:04,052 - Epoch: [62][ 1400/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.554170 +2023-11-22 16:10:58,838 - Epoch: [62][ 1500/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.553747 +2023-11-22 16:11:53,643 - Epoch: [62][ 1600/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.553389 +2023-11-22 16:12:48,320 - Epoch: [62][ 1700/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.552998 +2023-11-22 16:13:43,057 - Epoch: [62][ 1800/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.552683 +2023-11-22 16:14:37,781 - Epoch: [62][ 1900/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.552395 +2023-11-22 16:15:32,647 - Epoch: [62][ 2000/12168] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.000063 Time 0.552207 +2023-11-22 16:16:27,395 - Epoch: [62][ 2100/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.551980 +2023-11-22 16:17:22,198 - Epoch: [62][ 2200/12168] Overall Loss 0.013137 Objective Loss 0.000000 Distill Loss 0.013137 LR 0.000063 Time 0.551800 +2023-11-22 16:18:16,863 - Epoch: [62][ 2300/12168] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.000063 Time 0.551574 +2023-11-22 16:19:11,621 - Epoch: [62][ 2400/12168] Overall Loss 0.013130 Objective Loss 0.000000 Distill Loss 0.013130 LR 0.000063 Time 0.551406 +2023-11-22 16:20:06,261 - Epoch: [62][ 2500/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.551203 +2023-11-22 16:21:01,044 - Epoch: [62][ 2600/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.551072 +2023-11-22 16:21:55,837 - Epoch: [62][ 2700/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.550955 +2023-11-22 16:22:50,562 - Epoch: [62][ 2800/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.550821 +2023-11-22 16:23:45,316 - Epoch: [62][ 2900/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.550707 +2023-11-22 16:24:40,059 - Epoch: [62][ 3000/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.550597 +2023-11-22 16:25:34,769 - Epoch: [62][ 3100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.550483 +2023-11-22 16:26:29,535 - Epoch: [62][ 3200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.550394 +2023-11-22 16:27:24,242 - Epoch: [62][ 3300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.550292 +2023-11-22 16:28:19,081 - Epoch: [62][ 3400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.550235 +2023-11-22 16:29:13,896 - Epoch: [62][ 3500/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.550175 +2023-11-22 16:30:08,696 - Epoch: [62][ 3600/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.550114 +2023-11-22 16:31:03,447 - Epoch: [62][ 3700/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.550043 +2023-11-22 16:31:58,248 - Epoch: [62][ 3800/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549988 +2023-11-22 16:32:53,027 - Epoch: [62][ 3900/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549931 +2023-11-22 16:33:47,787 - Epoch: [62][ 4000/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549872 +2023-11-22 16:34:42,466 - Epoch: [62][ 4100/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549796 +2023-11-22 16:35:37,161 - Epoch: [62][ 4200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549727 +2023-11-22 16:36:31,997 - Epoch: [62][ 4300/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549695 +2023-11-22 16:37:26,839 - Epoch: [62][ 4400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549665 +2023-11-22 16:38:21,617 - Epoch: [62][ 4500/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549623 +2023-11-22 16:39:16,404 - Epoch: [62][ 4600/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549584 +2023-11-22 16:40:11,179 - Epoch: [62][ 4700/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549544 +2023-11-22 16:41:05,971 - Epoch: [62][ 4800/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549510 +2023-11-22 16:42:00,738 - Epoch: [62][ 4900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549471 +2023-11-22 16:42:55,454 - Epoch: [62][ 5000/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549425 +2023-11-22 16:43:50,208 - Epoch: [62][ 5100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549387 +2023-11-22 16:44:44,956 - Epoch: [62][ 5200/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549350 +2023-11-22 16:45:39,701 - Epoch: [62][ 5300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549313 +2023-11-22 16:46:34,455 - Epoch: [62][ 5400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549280 +2023-11-22 16:47:29,124 - Epoch: [62][ 5500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549232 +2023-11-22 16:48:23,899 - Epoch: [62][ 5600/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549205 +2023-11-22 16:49:18,792 - Epoch: [62][ 5700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549199 +2023-11-22 16:50:13,492 - Epoch: [62][ 5800/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.549161 +2023-11-22 16:51:08,276 - Epoch: [62][ 5900/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549138 +2023-11-22 16:52:03,030 - Epoch: [62][ 6000/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549111 +2023-11-22 16:52:57,848 - Epoch: [62][ 6100/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549095 +2023-11-22 16:53:52,675 - Epoch: [62][ 6200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549081 +2023-11-22 16:54:47,433 - Epoch: [62][ 6300/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549057 +2023-11-22 16:55:42,209 - Epoch: [62][ 6400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549036 +2023-11-22 16:56:36,962 - Epoch: [62][ 6500/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549012 +2023-11-22 16:57:31,697 - Epoch: [62][ 6600/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548987 +2023-11-22 16:58:26,522 - Epoch: [62][ 6700/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548975 +2023-11-22 16:59:21,298 - Epoch: [62][ 6800/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548957 +2023-11-22 17:00:15,988 - Epoch: [62][ 6900/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548927 +2023-11-22 17:01:10,684 - Epoch: [62][ 7000/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548898 +2023-11-22 17:02:05,349 - Epoch: [62][ 7100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548866 +2023-11-22 17:03:00,198 - Epoch: [62][ 7200/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548860 +2023-11-22 17:03:54,956 - Epoch: [62][ 7300/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548843 +2023-11-22 17:04:49,730 - Epoch: [62][ 7400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548827 +2023-11-22 17:05:44,489 - Epoch: [62][ 7500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548810 +2023-11-22 17:06:39,239 - Epoch: [62][ 7600/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548793 +2023-11-22 17:07:34,066 - Epoch: [62][ 7700/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548785 +2023-11-22 17:08:28,887 - Epoch: [62][ 7800/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548778 +2023-11-22 17:09:23,629 - Epoch: [62][ 7900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548760 +2023-11-22 17:10:18,441 - Epoch: [62][ 8000/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548752 +2023-11-22 17:11:13,200 - Epoch: [62][ 8100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548737 +2023-11-22 17:12:07,973 - Epoch: [62][ 8200/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548724 +2023-11-22 17:13:02,782 - Epoch: [62][ 8300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548716 +2023-11-22 17:13:57,608 - Epoch: [62][ 8400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548710 +2023-11-22 17:14:52,487 - Epoch: [62][ 8500/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548711 +2023-11-22 17:15:47,271 - Epoch: [62][ 8600/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548700 +2023-11-22 17:16:42,057 - Epoch: [62][ 8700/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548690 +2023-11-22 17:17:36,841 - Epoch: [62][ 8800/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548680 +2023-11-22 17:18:31,672 - Epoch: [62][ 8900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548676 +2023-11-22 17:19:26,547 - Epoch: [62][ 9000/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548676 +2023-11-22 17:20:21,349 - Epoch: [62][ 9100/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548669 +2023-11-22 17:21:16,077 - Epoch: [62][ 9200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548653 +2023-11-22 17:22:10,899 - Epoch: [62][ 9300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548648 +2023-11-22 17:23:05,660 - Epoch: [62][ 9400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548637 +2023-11-22 17:24:00,434 - Epoch: [62][ 9500/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548627 +2023-11-22 17:24:55,177 - Epoch: [62][ 9600/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548614 +2023-11-22 17:25:49,897 - Epoch: [62][ 9700/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.548599 +2023-11-22 17:26:44,726 - Epoch: [62][ 9800/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548596 +2023-11-22 17:27:39,617 - Epoch: [62][ 9900/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548599 +2023-11-22 17:28:34,537 - Epoch: [62][10000/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548605 +2023-11-22 17:29:29,420 - Epoch: [62][10100/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548606 +2023-11-22 17:30:24,235 - Epoch: [62][10200/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548602 +2023-11-22 17:31:18,968 - Epoch: [62][10300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548589 +2023-11-22 17:32:13,880 - Epoch: [62][10400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548594 +2023-11-22 17:33:08,569 - Epoch: [62][10500/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548577 +2023-11-22 17:34:03,357 - Epoch: [62][10600/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548570 +2023-11-22 17:34:58,086 - Epoch: [62][10700/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548558 +2023-11-22 17:35:52,960 - Epoch: [62][10800/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548560 +2023-11-22 17:36:47,692 - Epoch: [62][10900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548548 +2023-11-22 17:37:42,508 - Epoch: [62][11000/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548544 +2023-11-22 17:38:37,221 - Epoch: [62][11100/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548531 +2023-11-22 17:39:32,158 - Epoch: [62][11200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548538 +2023-11-22 17:40:26,990 - Epoch: [62][11300/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548536 +2023-11-22 17:41:21,926 - Epoch: [62][11400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.548543 +2023-11-22 17:42:16,781 - Epoch: [62][11500/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.548543 +2023-11-22 17:43:11,483 - Epoch: [62][11600/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.548530 +2023-11-22 17:44:06,499 - Epoch: [62][11700/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.548543 +2023-11-22 17:45:01,425 - Epoch: [62][11800/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.548549 +2023-11-22 17:45:56,179 - Epoch: [62][11900/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.548540 +2023-11-22 17:46:50,973 - Epoch: [62][12000/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.548535 +2023-11-22 17:47:45,889 - Epoch: [62][12100/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.548540 +2023-11-22 17:48:23,100 - Epoch: [62][12168/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.548532 +2023-11-22 17:48:23,497 - --- validate (epoch=62)----------- +2023-11-22 17:48:23,497 - 167951 samples (256 per mini-batch) +2023-11-22 17:49:14,318 - Epoch: [62][ 100/ 657] Loss 0.000000 Overall Loss 0.013714 +2023-11-22 17:50:03,093 - Epoch: [62][ 200/ 657] Loss 0.000000 Overall Loss 0.013728 +2023-11-22 17:50:51,834 - Epoch: [62][ 300/ 657] Loss 0.000000 Overall Loss 0.013740 +2023-11-22 17:51:40,576 - Epoch: [62][ 400/ 657] Loss 0.000000 Overall Loss 0.013750 +2023-11-22 17:52:29,321 - Epoch: [62][ 500/ 657] Loss 0.000000 Overall Loss 0.013771 +2023-11-22 17:53:18,045 - Epoch: [62][ 600/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-22 17:53:45,384 - Epoch: [62][ 657/ 657] Loss 0.000000 Overall Loss 0.013778 +2023-11-22 17:53:45,593 - ==> Overall Loss: 0.014 + +2023-11-22 17:53:45,596 - ==> Best [Overall Loss: 0.013758 on epoch: 53] +2023-11-22 17:53:45,596 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 17:53:45,617 - + +2023-11-22 17:53:45,617 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 17:54:49,030 - Epoch: [63][ 100/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.634092 +2023-11-22 17:55:43,788 - Epoch: [63][ 200/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.590820 +2023-11-22 17:56:38,541 - Epoch: [63][ 300/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.576378 +2023-11-22 17:57:33,353 - Epoch: [63][ 400/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.569306 +2023-11-22 17:58:28,099 - Epoch: [63][ 500/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.564931 +2023-11-22 17:59:22,837 - Epoch: [63][ 600/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.562001 +2023-11-22 18:00:17,628 - Epoch: [63][ 700/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.559983 +2023-11-22 18:01:12,377 - Epoch: [63][ 800/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.558417 +2023-11-22 18:02:06,992 - Epoch: [63][ 900/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.557051 +2023-11-22 18:03:01,645 - Epoch: [63][ 1000/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.555996 +2023-11-22 18:03:56,334 - Epoch: [63][ 1100/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.555165 +2023-11-22 18:04:50,991 - Epoch: [63][ 1200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.554447 +2023-11-22 18:05:45,790 - Epoch: [63][ 1300/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.553947 +2023-11-22 18:06:40,469 - Epoch: [63][ 1400/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.553434 +2023-11-22 18:07:35,103 - Epoch: [63][ 1500/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.552960 +2023-11-22 18:08:29,753 - Epoch: [63][ 1600/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.552554 +2023-11-22 18:09:24,379 - Epoch: [63][ 1700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.552182 +2023-11-22 18:10:19,062 - Epoch: [63][ 1800/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.551883 +2023-11-22 18:11:13,670 - Epoch: [63][ 1900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.551576 +2023-11-22 18:12:08,292 - Epoch: [63][ 2000/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.551306 +2023-11-22 18:13:02,978 - Epoch: [63][ 2100/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.551093 +2023-11-22 18:13:57,574 - Epoch: [63][ 2200/12168] Overall Loss 0.013132 Objective Loss 0.000000 Distill Loss 0.013132 LR 0.000063 Time 0.550858 +2023-11-22 18:14:52,283 - Epoch: [63][ 2300/12168] Overall Loss 0.013129 Objective Loss 0.000000 Distill Loss 0.013129 LR 0.000063 Time 0.550693 +2023-11-22 18:15:46,974 - Epoch: [63][ 2400/12168] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.000063 Time 0.550534 +2023-11-22 18:16:41,638 - Epoch: [63][ 2500/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.550377 +2023-11-22 18:17:36,459 - Epoch: [63][ 2600/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.550293 +2023-11-22 18:18:31,150 - Epoch: [63][ 2700/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.550166 +2023-11-22 18:19:25,778 - Epoch: [63][ 2800/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.550027 +2023-11-22 18:20:20,432 - Epoch: [63][ 2900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549905 +2023-11-22 18:21:15,065 - Epoch: [63][ 3000/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549785 +2023-11-22 18:22:09,681 - Epoch: [63][ 3100/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.549667 +2023-11-22 18:23:04,404 - Epoch: [63][ 3200/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.549590 +2023-11-22 18:23:59,104 - Epoch: [63][ 3300/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.549511 +2023-11-22 18:24:53,731 - Epoch: [63][ 3400/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549414 +2023-11-22 18:25:48,407 - Epoch: [63][ 3500/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549338 +2023-11-22 18:26:43,049 - Epoch: [63][ 3600/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.549256 +2023-11-22 18:27:37,710 - Epoch: [63][ 3700/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549183 +2023-11-22 18:28:32,393 - Epoch: [63][ 3800/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.549121 +2023-11-22 18:29:26,992 - Epoch: [63][ 3900/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.549040 +2023-11-22 18:30:21,673 - Epoch: [63][ 4000/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548983 +2023-11-22 18:31:16,375 - Epoch: [63][ 4100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548935 +2023-11-22 18:32:11,017 - Epoch: [63][ 4200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548874 +2023-11-22 18:33:05,652 - Epoch: [63][ 4300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548815 +2023-11-22 18:34:00,315 - Epoch: [63][ 4400/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548764 +2023-11-22 18:34:54,992 - Epoch: [63][ 4500/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.548719 +2023-11-22 18:35:49,628 - Epoch: [63][ 4600/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548667 +2023-11-22 18:36:44,372 - Epoch: [63][ 4700/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548641 +2023-11-22 18:37:39,053 - Epoch: [63][ 4800/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.548602 +2023-11-22 18:38:33,676 - Epoch: [63][ 4900/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.548553 +2023-11-22 18:39:28,384 - Epoch: [63][ 5000/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.548523 +2023-11-22 18:40:23,075 - Epoch: [63][ 5100/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548491 +2023-11-22 18:41:17,692 - Epoch: [63][ 5200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548445 +2023-11-22 18:42:12,351 - Epoch: [63][ 5300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548410 +2023-11-22 18:43:07,034 - Epoch: [63][ 5400/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548380 +2023-11-22 18:44:01,777 - Epoch: [63][ 5500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.548362 +2023-11-22 18:44:56,513 - Epoch: [63][ 5600/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548344 +2023-11-22 18:45:51,219 - Epoch: [63][ 5700/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548321 +2023-11-22 18:46:45,991 - Epoch: [63][ 5800/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.548310 +2023-11-22 18:47:40,672 - Epoch: [63][ 5900/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548284 +2023-11-22 18:48:35,325 - Epoch: [63][ 6000/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548254 +2023-11-22 18:49:29,991 - Epoch: [63][ 6100/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548227 +2023-11-22 18:50:24,654 - Epoch: [63][ 6200/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548201 +2023-11-22 18:51:19,372 - Epoch: [63][ 6300/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548184 +2023-11-22 18:52:14,066 - Epoch: [63][ 6400/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548164 +2023-11-22 18:53:08,686 - Epoch: [63][ 6500/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548134 +2023-11-22 18:54:03,435 - Epoch: [63][ 6600/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548123 +2023-11-22 18:54:58,066 - Epoch: [63][ 6700/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548096 +2023-11-22 18:55:52,795 - Epoch: [63][ 6800/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548084 +2023-11-22 18:56:47,474 - Epoch: [63][ 6900/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.548064 +2023-11-22 18:57:42,124 - Epoch: [63][ 7000/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.548042 +2023-11-22 18:58:36,816 - Epoch: [63][ 7100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548025 +2023-11-22 18:59:31,480 - Epoch: [63][ 7200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.548006 +2023-11-22 19:00:26,093 - Epoch: [63][ 7300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547980 +2023-11-22 19:01:20,682 - Epoch: [63][ 7400/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547951 +2023-11-22 19:02:15,383 - Epoch: [63][ 7500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547938 +2023-11-22 19:03:09,993 - Epoch: [63][ 7600/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547913 +2023-11-22 19:04:04,733 - Epoch: [63][ 7700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547906 +2023-11-22 19:04:59,405 - Epoch: [63][ 7800/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547891 +2023-11-22 19:05:54,018 - Epoch: [63][ 7900/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.547868 +2023-11-22 19:06:48,625 - Epoch: [63][ 8000/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547845 +2023-11-22 19:07:43,384 - Epoch: [63][ 8100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547842 +2023-11-22 19:08:38,115 - Epoch: [63][ 8200/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547835 +2023-11-22 19:09:32,648 - Epoch: [63][ 8300/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.547804 +2023-11-22 19:10:27,325 - Epoch: [63][ 8400/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547792 +2023-11-22 19:11:22,069 - Epoch: [63][ 8500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547787 +2023-11-22 19:12:16,780 - Epoch: [63][ 8600/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547779 +2023-11-22 19:13:11,428 - Epoch: [63][ 8700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547764 +2023-11-22 19:14:06,223 - Epoch: [63][ 8800/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547765 +2023-11-22 19:15:00,883 - Epoch: [63][ 8900/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547752 +2023-11-22 19:15:55,605 - Epoch: [63][ 9000/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547746 +2023-11-22 19:16:50,296 - Epoch: [63][ 9100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547736 +2023-11-22 19:17:44,920 - Epoch: [63][ 9200/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547720 +2023-11-22 19:18:39,645 - Epoch: [63][ 9300/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547714 +2023-11-22 19:19:34,329 - Epoch: [63][ 9400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547704 +2023-11-22 19:20:29,101 - Epoch: [63][ 9500/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547704 +2023-11-22 19:21:23,855 - Epoch: [63][ 9600/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547702 +2023-11-22 19:22:18,559 - Epoch: [63][ 9700/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547695 +2023-11-22 19:23:13,245 - Epoch: [63][ 9800/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547686 +2023-11-22 19:24:07,965 - Epoch: [63][ 9900/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547681 +2023-11-22 19:25:02,713 - Epoch: [63][10000/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547679 +2023-11-22 19:25:57,405 - Epoch: [63][10100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547671 +2023-11-22 19:26:52,141 - Epoch: [63][10200/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547668 +2023-11-22 19:27:46,788 - Epoch: [63][10300/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547656 +2023-11-22 19:28:41,474 - Epoch: [63][10400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547648 +2023-11-22 19:29:36,137 - Epoch: [63][10500/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547638 +2023-11-22 19:30:30,786 - Epoch: [63][10600/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547627 +2023-11-22 19:31:25,707 - Epoch: [63][10700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547641 +2023-11-22 19:32:20,472 - Epoch: [63][10800/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547641 +2023-11-22 19:33:15,190 - Epoch: [63][10900/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547636 +2023-11-22 19:34:09,951 - Epoch: [63][11000/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547636 +2023-11-22 19:35:04,674 - Epoch: [63][11100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547632 +2023-11-22 19:35:59,419 - Epoch: [63][11200/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547630 +2023-11-22 19:36:54,191 - Epoch: [63][11300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547631 +2023-11-22 19:37:48,974 - Epoch: [63][11400/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547632 +2023-11-22 19:38:43,679 - Epoch: [63][11500/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547627 +2023-11-22 19:39:38,353 - Epoch: [63][11600/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547619 +2023-11-22 19:40:33,093 - Epoch: [63][11700/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547617 +2023-11-22 19:41:27,937 - Epoch: [63][11800/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.547623 +2023-11-22 19:42:22,654 - Epoch: [63][11900/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.547619 +2023-11-22 19:43:17,379 - Epoch: [63][12000/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.547616 +2023-11-22 19:44:12,109 - Epoch: [63][12100/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.547613 +2023-11-22 19:44:49,067 - Epoch: [63][12168/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.547590 +2023-11-22 19:44:49,460 - --- validate (epoch=63)----------- +2023-11-22 19:44:49,460 - 167951 samples (256 per mini-batch) +2023-11-22 19:45:40,631 - Epoch: [63][ 100/ 657] Loss 0.000000 Overall Loss 0.013755 +2023-11-22 19:46:29,316 - Epoch: [63][ 200/ 657] Loss 0.000000 Overall Loss 0.013723 +2023-11-22 19:47:17,985 - Epoch: [63][ 300/ 657] Loss 0.000000 Overall Loss 0.013743 +2023-11-22 19:48:06,641 - Epoch: [63][ 400/ 657] Loss 0.000000 Overall Loss 0.013730 +2023-11-22 19:48:55,308 - Epoch: [63][ 500/ 657] Loss 0.000000 Overall Loss 0.013734 +2023-11-22 19:49:43,992 - Epoch: [63][ 600/ 657] Loss 0.000000 Overall Loss 0.013733 +2023-11-22 19:50:11,283 - Epoch: [63][ 657/ 657] Loss 0.000000 Overall Loss 0.013733 +2023-11-22 19:50:11,496 - ==> Overall Loss: 0.014 + +2023-11-22 19:50:11,497 - ==> Best [Overall Loss: 0.013733 on epoch: 63] +2023-11-22 19:50:11,498 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 19:50:11,525 - + +2023-11-22 19:50:11,525 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 19:51:15,261 - Epoch: [64][ 100/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.637318 +2023-11-22 19:52:09,894 - Epoch: [64][ 200/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.591811 +2023-11-22 19:53:04,607 - Epoch: [64][ 300/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.576905 +2023-11-22 19:53:59,338 - Epoch: [64][ 400/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.569499 +2023-11-22 19:54:53,972 - Epoch: [64][ 500/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.564863 +2023-11-22 19:55:48,633 - Epoch: [64][ 600/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.561814 +2023-11-22 19:56:43,318 - Epoch: [64][ 700/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.559671 +2023-11-22 19:57:38,002 - Epoch: [64][ 800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.558064 +2023-11-22 19:58:32,585 - Epoch: [64][ 900/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.556702 +2023-11-22 19:59:27,139 - Epoch: [64][ 1000/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.555583 +2023-11-22 20:00:21,804 - Epoch: [64][ 1100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.554767 +2023-11-22 20:01:16,492 - Epoch: [64][ 1200/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.554107 +2023-11-22 20:02:11,284 - Epoch: [64][ 1300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.553629 +2023-11-22 20:03:05,929 - Epoch: [64][ 1400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.553114 +2023-11-22 20:04:00,553 - Epoch: [64][ 1500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.552654 +2023-11-22 20:04:55,204 - Epoch: [64][ 1600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.552268 +2023-11-22 20:05:49,907 - Epoch: [64][ 1700/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.551958 +2023-11-22 20:06:44,563 - Epoch: [64][ 1800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.551656 +2023-11-22 20:07:39,280 - Epoch: [64][ 1900/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.551419 +2023-11-22 20:08:33,949 - Epoch: [64][ 2000/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.551181 +2023-11-22 20:09:28,546 - Epoch: [64][ 2100/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.550931 +2023-11-22 20:10:23,308 - Epoch: [64][ 2200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.550779 +2023-11-22 20:11:17,907 - Epoch: [64][ 2300/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.550569 +2023-11-22 20:12:12,568 - Epoch: [64][ 2400/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.550403 +2023-11-22 20:13:07,255 - Epoch: [64][ 2500/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.550260 +2023-11-22 20:14:01,908 - Epoch: [64][ 2600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.550116 +2023-11-22 20:14:56,532 - Epoch: [64][ 2700/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.549971 +2023-11-22 20:15:51,135 - Epoch: [64][ 2800/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.549829 +2023-11-22 20:16:45,804 - Epoch: [64][ 2900/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.549720 +2023-11-22 20:17:40,449 - Epoch: [64][ 3000/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.549610 +2023-11-22 20:18:35,113 - Epoch: [64][ 3100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549513 +2023-11-22 20:19:29,890 - Epoch: [64][ 3200/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549458 +2023-11-22 20:20:24,500 - Epoch: [64][ 3300/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.549355 +2023-11-22 20:21:19,029 - Epoch: [64][ 3400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549234 +2023-11-22 20:22:13,633 - Epoch: [64][ 3500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549143 +2023-11-22 20:23:08,231 - Epoch: [64][ 3600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.549054 +2023-11-22 20:24:02,850 - Epoch: [64][ 3700/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548976 +2023-11-22 20:24:57,477 - Epoch: [64][ 3800/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548904 +2023-11-22 20:25:52,164 - Epoch: [64][ 3900/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548851 +2023-11-22 20:26:46,805 - Epoch: [64][ 4000/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548789 +2023-11-22 20:27:41,457 - Epoch: [64][ 4100/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548733 +2023-11-22 20:28:36,169 - Epoch: [64][ 4200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548694 +2023-11-22 20:29:30,827 - Epoch: [64][ 4300/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548644 +2023-11-22 20:30:25,488 - Epoch: [64][ 4400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548597 +2023-11-22 20:31:20,148 - Epoch: [64][ 4500/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548552 +2023-11-22 20:32:14,824 - Epoch: [64][ 4600/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548512 +2023-11-22 20:33:09,474 - Epoch: [64][ 4700/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548469 +2023-11-22 20:34:04,129 - Epoch: [64][ 4800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548428 +2023-11-22 20:34:58,895 - Epoch: [64][ 4900/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548412 +2023-11-22 20:35:53,592 - Epoch: [64][ 5000/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548382 +2023-11-22 20:36:48,226 - Epoch: [64][ 5100/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548342 +2023-11-22 20:37:42,904 - Epoch: [64][ 5200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548311 +2023-11-22 20:38:37,547 - Epoch: [64][ 5300/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548275 +2023-11-22 20:39:32,229 - Epoch: [64][ 5400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548247 +2023-11-22 20:40:26,865 - Epoch: [64][ 5500/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548213 +2023-11-22 20:41:21,541 - Epoch: [64][ 5600/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548186 +2023-11-22 20:42:16,244 - Epoch: [64][ 5700/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548165 +2023-11-22 20:43:10,962 - Epoch: [64][ 5800/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548148 +2023-11-22 20:44:05,642 - Epoch: [64][ 5900/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548124 +2023-11-22 20:45:00,282 - Epoch: [64][ 6000/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548095 +2023-11-22 20:45:54,933 - Epoch: [64][ 6100/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548069 +2023-11-22 20:46:49,652 - Epoch: [64][ 6200/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548054 +2023-11-22 20:47:44,373 - Epoch: [64][ 6300/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.548040 +2023-11-22 20:48:39,133 - Epoch: [64][ 6400/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548033 +2023-11-22 20:49:33,850 - Epoch: [64][ 6500/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548019 +2023-11-22 20:50:28,586 - Epoch: [64][ 6600/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.548009 +2023-11-22 20:51:23,266 - Epoch: [64][ 6700/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547990 +2023-11-22 20:52:17,959 - Epoch: [64][ 6800/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547974 +2023-11-22 20:53:12,612 - Epoch: [64][ 6900/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547953 +2023-11-22 20:54:07,327 - Epoch: [64][ 7000/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547941 +2023-11-22 20:55:02,010 - Epoch: [64][ 7100/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547925 +2023-11-22 20:55:56,735 - Epoch: [64][ 7200/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547915 +2023-11-22 20:56:51,491 - Epoch: [64][ 7300/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547910 +2023-11-22 20:57:46,227 - Epoch: [64][ 7400/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547902 +2023-11-22 20:58:40,937 - Epoch: [64][ 7500/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547891 +2023-11-22 20:59:35,623 - Epoch: [64][ 7600/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547877 +2023-11-22 21:00:30,293 - Epoch: [64][ 7700/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547861 +2023-11-22 21:01:24,919 - Epoch: [64][ 7800/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547840 +2023-11-22 21:02:19,610 - Epoch: [64][ 7900/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547828 +2023-11-22 21:03:14,305 - Epoch: [64][ 8000/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547816 +2023-11-22 21:04:09,045 - Epoch: [64][ 8100/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547811 +2023-11-22 21:05:03,729 - Epoch: [64][ 8200/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547799 +2023-11-22 21:05:58,373 - Epoch: [64][ 8300/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547782 +2023-11-22 21:06:53,098 - Epoch: [64][ 8400/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547775 +2023-11-22 21:07:48,244 - Epoch: [64][ 8500/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547818 +2023-11-22 21:08:43,143 - Epoch: [64][ 8600/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547832 +2023-11-22 21:09:38,001 - Epoch: [64][ 8700/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.547840 +2023-11-22 21:10:32,811 - Epoch: [64][ 8800/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547842 +2023-11-22 21:11:27,608 - Epoch: [64][ 8900/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547843 +2023-11-22 21:12:22,417 - Epoch: [64][ 9000/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547846 +2023-11-22 21:13:17,126 - Epoch: [64][ 9100/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.547837 +2023-11-22 21:14:11,901 - Epoch: [64][ 9200/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.547836 +2023-11-22 21:15:06,629 - Epoch: [64][ 9300/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547830 +2023-11-22 21:16:01,409 - Epoch: [64][ 9400/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547829 +2023-11-22 21:16:56,189 - Epoch: [64][ 9500/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547828 +2023-11-22 21:17:50,959 - Epoch: [64][ 9600/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547827 +2023-11-22 21:18:45,701 - Epoch: [64][ 9700/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547822 +2023-11-22 21:19:40,504 - Epoch: [64][ 9800/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.547824 +2023-11-22 21:20:35,313 - Epoch: [64][ 9900/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.547826 +2023-11-22 21:21:30,147 - Epoch: [64][10000/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547831 +2023-11-22 21:22:25,007 - Epoch: [64][10100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547838 +2023-11-22 21:23:19,831 - Epoch: [64][10200/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547842 +2023-11-22 21:24:14,542 - Epoch: [64][10300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547835 +2023-11-22 21:25:09,374 - Epoch: [64][10400/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547839 +2023-11-22 21:26:04,129 - Epoch: [64][10500/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547836 +2023-11-22 21:26:58,854 - Epoch: [64][10600/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547830 +2023-11-22 21:27:53,649 - Epoch: [64][10700/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547831 +2023-11-22 21:28:48,302 - Epoch: [64][10800/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547819 +2023-11-22 21:29:43,035 - Epoch: [64][10900/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547814 +2023-11-22 21:30:37,834 - Epoch: [64][11000/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547815 +2023-11-22 21:31:32,615 - Epoch: [64][11100/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547815 +2023-11-22 21:32:27,420 - Epoch: [64][11200/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547817 +2023-11-22 21:33:22,104 - Epoch: [64][11300/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547808 +2023-11-22 21:34:16,803 - Epoch: [64][11400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547800 +2023-11-22 21:35:11,505 - Epoch: [64][11500/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547793 +2023-11-22 21:36:06,177 - Epoch: [64][11600/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.547784 +2023-11-22 21:37:00,959 - Epoch: [64][11700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547784 +2023-11-22 21:37:55,769 - Epoch: [64][11800/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.547786 +2023-11-22 21:38:50,521 - Epoch: [64][11900/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547784 +2023-11-22 21:39:45,366 - Epoch: [64][12000/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547789 +2023-11-22 21:40:40,090 - Epoch: [64][12100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547784 +2023-11-22 21:41:17,131 - Epoch: [64][12168/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.547767 +2023-11-22 21:41:17,545 - --- validate (epoch=64)----------- +2023-11-22 21:41:17,546 - 167951 samples (256 per mini-batch) +2023-11-22 21:42:08,875 - Epoch: [64][ 100/ 657] Loss 0.000000 Overall Loss 0.013763 +2023-11-22 21:42:57,564 - Epoch: [64][ 200/ 657] Loss 0.000000 Overall Loss 0.013802 +2023-11-22 21:43:46,253 - Epoch: [64][ 300/ 657] Loss 0.000000 Overall Loss 0.013796 +2023-11-22 21:44:34,951 - Epoch: [64][ 400/ 657] Loss 0.000000 Overall Loss 0.013792 +2023-11-22 21:45:23,649 - Epoch: [64][ 500/ 657] Loss 0.000000 Overall Loss 0.013791 +2023-11-22 21:46:12,332 - Epoch: [64][ 600/ 657] Loss 0.000000 Overall Loss 0.013797 +2023-11-22 21:46:39,637 - Epoch: [64][ 657/ 657] Loss 0.000000 Overall Loss 0.013795 +2023-11-22 21:46:39,851 - ==> Overall Loss: 0.014 + +2023-11-22 21:46:39,853 - ==> Best [Overall Loss: 0.013733 on epoch: 63] +2023-11-22 21:46:39,853 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 21:46:39,875 - + +2023-11-22 21:46:39,875 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 21:47:43,279 - Epoch: [65][ 100/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.634002 +2023-11-22 21:48:38,088 - Epoch: [65][ 200/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.591030 +2023-11-22 21:49:32,713 - Epoch: [65][ 300/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.576093 +2023-11-22 21:50:27,352 - Epoch: [65][ 400/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.568660 +2023-11-22 21:51:22,029 - Epoch: [65][ 500/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.564275 +2023-11-22 21:52:16,653 - Epoch: [65][ 600/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.561264 +2023-11-22 21:53:11,358 - Epoch: [65][ 700/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.559229 +2023-11-22 21:54:06,036 - Epoch: [65][ 800/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.557671 +2023-11-22 21:55:00,677 - Epoch: [65][ 900/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.556415 +2023-11-22 21:55:55,448 - Epoch: [65][ 1000/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.555541 +2023-11-22 21:56:50,128 - Epoch: [65][ 1100/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.554744 +2023-11-22 21:57:44,761 - Epoch: [65][ 1200/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.554040 +2023-11-22 21:58:39,468 - Epoch: [65][ 1300/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.553501 +2023-11-22 21:59:34,210 - Epoch: [65][ 1400/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.553065 +2023-11-22 22:00:28,872 - Epoch: [65][ 1500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.552633 +2023-11-22 22:01:23,579 - Epoch: [65][ 1600/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.552283 +2023-11-22 22:02:18,349 - Epoch: [65][ 1700/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.552012 +2023-11-22 22:03:12,967 - Epoch: [65][ 1800/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.551686 +2023-11-22 22:04:07,629 - Epoch: [65][ 1900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.551418 +2023-11-22 22:05:02,297 - Epoch: [65][ 2000/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.551180 +2023-11-22 22:05:56,979 - Epoch: [65][ 2100/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.550971 +2023-11-22 22:06:51,737 - Epoch: [65][ 2200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.550815 +2023-11-22 22:07:46,348 - Epoch: [65][ 2300/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.550609 +2023-11-22 22:08:41,009 - Epoch: [65][ 2400/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.550441 +2023-11-22 22:09:35,704 - Epoch: [65][ 2500/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.550301 +2023-11-22 22:10:30,399 - Epoch: [65][ 2600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.550170 +2023-11-22 22:11:25,135 - Epoch: [65][ 2700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.550065 +2023-11-22 22:12:19,871 - Epoch: [65][ 2800/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.549967 +2023-11-22 22:13:14,444 - Epoch: [65][ 2900/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.549820 +2023-11-22 22:14:09,125 - Epoch: [65][ 3000/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.549719 +2023-11-22 22:15:03,841 - Epoch: [65][ 3100/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.549635 +2023-11-22 22:15:58,514 - Epoch: [65][ 3200/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.549543 +2023-11-22 22:16:53,204 - Epoch: [65][ 3300/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.549462 +2023-11-22 22:17:47,915 - Epoch: [65][ 3400/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.549392 +2023-11-22 22:18:42,489 - Epoch: [65][ 3500/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549287 +2023-11-22 22:19:37,141 - Epoch: [65][ 3600/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.549209 +2023-11-22 22:20:31,749 - Epoch: [65][ 3700/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.549124 +2023-11-22 22:21:26,396 - Epoch: [65][ 3800/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549053 +2023-11-22 22:22:21,005 - Epoch: [65][ 3900/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548977 +2023-11-22 22:23:15,683 - Epoch: [65][ 4000/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548921 +2023-11-22 22:24:10,353 - Epoch: [65][ 4100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548866 +2023-11-22 22:25:05,069 - Epoch: [65][ 4200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548825 +2023-11-22 22:25:59,734 - Epoch: [65][ 4300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548773 +2023-11-22 22:26:54,429 - Epoch: [65][ 4400/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548731 +2023-11-22 22:27:49,155 - Epoch: [65][ 4500/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548698 +2023-11-22 22:28:43,761 - Epoch: [65][ 4600/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548640 +2023-11-22 22:29:38,464 - Epoch: [65][ 4700/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548605 +2023-11-22 22:30:33,176 - Epoch: [65][ 4800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548573 +2023-11-22 22:31:27,887 - Epoch: [65][ 4900/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548543 +2023-11-22 22:32:22,650 - Epoch: [65][ 5000/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548524 +2023-11-22 22:33:17,293 - Epoch: [65][ 5100/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548482 +2023-11-22 22:34:11,885 - Epoch: [65][ 5200/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548433 +2023-11-22 22:35:06,510 - Epoch: [65][ 5300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548391 +2023-11-22 22:36:01,214 - Epoch: [65][ 5400/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548365 +2023-11-22 22:36:55,858 - Epoch: [65][ 5500/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548330 +2023-11-22 22:37:50,427 - Epoch: [65][ 5600/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548282 +2023-11-22 22:38:45,128 - Epoch: [65][ 5700/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548259 +2023-11-22 22:39:39,834 - Epoch: [65][ 5800/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548238 +2023-11-22 22:40:34,489 - Epoch: [65][ 5900/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548209 +2023-11-22 22:41:29,168 - Epoch: [65][ 6000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548185 +2023-11-22 22:42:23,933 - Epoch: [65][ 6100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548175 +2023-11-22 22:43:18,744 - Epoch: [65][ 6200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548174 +2023-11-22 22:44:13,485 - Epoch: [65][ 6300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548161 +2023-11-22 22:45:08,319 - Epoch: [65][ 6400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548163 +2023-11-22 22:46:03,036 - Epoch: [65][ 6500/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548148 +2023-11-22 22:46:57,782 - Epoch: [65][ 6600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548137 +2023-11-22 22:47:52,504 - Epoch: [65][ 6700/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548123 +2023-11-22 22:48:47,171 - Epoch: [65][ 6800/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548101 +2023-11-22 22:49:41,888 - Epoch: [65][ 6900/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548087 +2023-11-22 22:50:36,591 - Epoch: [65][ 7000/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548071 +2023-11-22 22:51:31,304 - Epoch: [65][ 7100/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548058 +2023-11-22 22:52:26,064 - Epoch: [65][ 7200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548051 +2023-11-22 22:53:20,768 - Epoch: [65][ 7300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548037 +2023-11-22 22:54:15,461 - Epoch: [65][ 7400/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548021 +2023-11-22 22:55:10,149 - Epoch: [65][ 7500/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548006 +2023-11-22 22:56:04,862 - Epoch: [65][ 7600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547994 +2023-11-22 22:56:59,591 - Epoch: [65][ 7700/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547984 +2023-11-22 22:57:54,371 - Epoch: [65][ 7800/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547981 +2023-11-22 22:58:49,195 - Epoch: [65][ 7900/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547984 +2023-11-22 22:59:44,001 - Epoch: [65][ 8000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547985 +2023-11-22 23:00:38,749 - Epoch: [65][ 8100/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547978 +2023-11-22 23:01:33,455 - Epoch: [65][ 8200/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547967 +2023-11-22 23:02:28,200 - Epoch: [65][ 8300/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547960 +2023-11-22 23:03:22,839 - Epoch: [65][ 8400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547941 +2023-11-22 23:04:17,517 - Epoch: [65][ 8500/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547927 +2023-11-22 23:05:12,221 - Epoch: [65][ 8600/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547916 +2023-11-22 23:06:06,965 - Epoch: [65][ 8700/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547910 +2023-11-22 23:07:01,755 - Epoch: [65][ 8800/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547910 +2023-11-22 23:07:56,570 - Epoch: [65][ 8900/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547912 +2023-11-22 23:08:51,348 - Epoch: [65][ 9000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547910 +2023-11-22 23:09:46,055 - Epoch: [65][ 9100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547901 +2023-11-22 23:10:40,763 - Epoch: [65][ 9200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547892 +2023-11-22 23:11:35,621 - Epoch: [65][ 9300/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547899 +2023-11-22 23:12:30,374 - Epoch: [65][ 9400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547894 +2023-11-22 23:13:25,099 - Epoch: [65][ 9500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547887 +2023-11-22 23:14:19,908 - Epoch: [65][ 9600/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547889 +2023-11-22 23:15:14,609 - Epoch: [65][ 9700/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547880 +2023-11-22 23:16:09,278 - Epoch: [65][ 9800/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547867 +2023-11-22 23:17:04,022 - Epoch: [65][ 9900/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547863 +2023-11-22 23:17:58,731 - Epoch: [65][10000/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547855 +2023-11-22 23:18:53,495 - Epoch: [65][10100/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547852 +2023-11-22 23:19:48,233 - Epoch: [65][10200/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547847 +2023-11-22 23:20:43,067 - Epoch: [65][10300/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547852 +2023-11-22 23:21:37,767 - Epoch: [65][10400/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547843 +2023-11-22 23:22:32,619 - Epoch: [65][10500/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547849 +2023-11-22 23:23:27,388 - Epoch: [65][10600/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547848 +2023-11-22 23:24:22,192 - Epoch: [65][10700/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547849 +2023-11-22 23:25:17,070 - Epoch: [65][10800/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547857 +2023-11-22 23:26:11,992 - Epoch: [65][10900/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547870 +2023-11-22 23:27:06,828 - Epoch: [65][11000/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547874 +2023-11-22 23:28:01,622 - Epoch: [65][11100/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547874 +2023-11-22 23:28:56,409 - Epoch: [65][11200/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547874 +2023-11-22 23:29:51,236 - Epoch: [65][11300/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547877 +2023-11-22 23:30:46,003 - Epoch: [65][11400/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547875 +2023-11-22 23:31:40,883 - Epoch: [65][11500/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547883 +2023-11-22 23:32:35,642 - Epoch: [65][11600/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.547880 +2023-11-22 23:33:30,468 - Epoch: [65][11700/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.547883 +2023-11-22 23:34:25,308 - Epoch: [65][11800/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547887 +2023-11-22 23:35:20,059 - Epoch: [65][11900/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547884 +2023-11-22 23:36:14,960 - Epoch: [65][12000/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547893 +2023-11-22 23:37:09,729 - Epoch: [65][12100/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547891 +2023-11-22 23:37:46,776 - Epoch: [65][12168/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.547873 +2023-11-22 23:37:47,179 - --- validate (epoch=65)----------- +2023-11-22 23:37:47,180 - 167951 samples (256 per mini-batch) +2023-11-22 23:38:38,156 - Epoch: [65][ 100/ 657] Loss 0.000000 Overall Loss 0.013749 +2023-11-22 23:39:26,843 - Epoch: [65][ 200/ 657] Loss 0.000000 Overall Loss 0.013735 +2023-11-22 23:40:15,538 - Epoch: [65][ 300/ 657] Loss 0.000000 Overall Loss 0.013748 +2023-11-22 23:41:04,226 - Epoch: [65][ 400/ 657] Loss 0.000000 Overall Loss 0.013760 +2023-11-22 23:41:52,931 - Epoch: [65][ 500/ 657] Loss 0.000000 Overall Loss 0.013775 +2023-11-22 23:42:41,599 - Epoch: [65][ 600/ 657] Loss 0.000000 Overall Loss 0.013774 +2023-11-22 23:43:08,897 - Epoch: [65][ 657/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-22 23:43:09,104 - ==> Overall Loss: 0.014 + +2023-11-22 23:43:09,105 - ==> Best [Overall Loss: 0.013733 on epoch: 63] +2023-11-22 23:43:09,105 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-22 23:43:09,127 - + +2023-11-22 23:43:09,127 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-22 23:44:13,191 - Epoch: [66][ 100/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.640602 +2023-11-22 23:45:07,880 - Epoch: [66][ 200/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.593732 +2023-11-22 23:46:02,598 - Epoch: [66][ 300/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.578204 +2023-11-22 23:46:57,339 - Epoch: [66][ 400/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.570498 +2023-11-22 23:47:52,014 - Epoch: [66][ 500/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.565741 +2023-11-22 23:48:46,756 - Epoch: [66][ 600/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.562682 +2023-11-22 23:49:41,504 - Epoch: [66][ 700/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.560505 +2023-11-22 23:50:36,146 - Epoch: [66][ 800/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.558741 +2023-11-22 23:51:30,816 - Epoch: [66][ 900/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.557400 +2023-11-22 23:52:25,661 - Epoch: [66][ 1000/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.556502 +2023-11-22 23:53:20,325 - Epoch: [66][ 1100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.555603 +2023-11-22 23:54:15,105 - Epoch: [66][ 1200/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.554950 +2023-11-22 23:55:09,798 - Epoch: [66][ 1300/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.554331 +2023-11-22 23:56:04,581 - Epoch: [66][ 1400/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.553864 +2023-11-22 23:56:59,225 - Epoch: [66][ 1500/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.553367 +2023-11-22 23:57:53,905 - Epoch: [66][ 1600/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.552955 +2023-11-22 23:58:48,564 - Epoch: [66][ 1700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.552578 +2023-11-22 23:59:43,180 - Epoch: [66][ 1800/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.552220 +2023-11-23 00:00:37,911 - Epoch: [66][ 1900/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.551960 +2023-11-23 00:01:32,661 - Epoch: [66][ 2000/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.551736 +2023-11-23 00:02:27,328 - Epoch: [66][ 2100/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.551493 +2023-11-23 00:03:22,136 - Epoch: [66][ 2200/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.551336 +2023-11-23 00:04:16,814 - Epoch: [66][ 2300/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.551137 +2023-11-23 00:05:11,593 - Epoch: [66][ 2400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.550996 +2023-11-23 00:06:06,391 - Epoch: [66][ 2500/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.550874 +2023-11-23 00:07:01,005 - Epoch: [66][ 2600/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.550691 +2023-11-23 00:07:55,842 - Epoch: [66][ 2700/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.550604 +2023-11-23 00:08:50,708 - Epoch: [66][ 2800/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.550533 +2023-11-23 00:09:45,406 - Epoch: [66][ 2900/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.550409 +2023-11-23 00:10:40,128 - Epoch: [66][ 3000/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.550302 +2023-11-23 00:11:34,962 - Epoch: [66][ 3100/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.550238 +2023-11-23 00:12:29,809 - Epoch: [66][ 3200/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.550181 +2023-11-23 00:13:24,596 - Epoch: [66][ 3300/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.550111 +2023-11-23 00:14:19,375 - Epoch: [66][ 3400/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.550042 +2023-11-23 00:15:14,069 - Epoch: [66][ 3500/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549952 +2023-11-23 00:16:08,838 - Epoch: [66][ 3600/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.549888 +2023-11-23 00:17:03,521 - Epoch: [66][ 3700/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.549805 +2023-11-23 00:17:58,326 - Epoch: [66][ 3800/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.549758 +2023-11-23 00:18:53,057 - Epoch: [66][ 3900/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.549694 +2023-11-23 00:19:47,851 - Epoch: [66][ 4000/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.549649 +2023-11-23 00:20:42,536 - Epoch: [66][ 4100/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.549581 +2023-11-23 00:21:37,255 - Epoch: [66][ 4200/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.549523 +2023-11-23 00:22:31,917 - Epoch: [66][ 4300/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549455 +2023-11-23 00:23:26,690 - Epoch: [66][ 4400/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549415 +2023-11-23 00:24:21,491 - Epoch: [66][ 4500/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549383 +2023-11-23 00:25:16,259 - Epoch: [66][ 4600/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549345 +2023-11-23 00:26:11,079 - Epoch: [66][ 4700/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549320 +2023-11-23 00:27:05,859 - Epoch: [66][ 4800/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549288 +2023-11-23 00:28:00,816 - Epoch: [66][ 4900/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549293 +2023-11-23 00:28:55,674 - Epoch: [66][ 5000/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.549278 +2023-11-23 00:29:50,656 - Epoch: [66][ 5100/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.549288 +2023-11-23 00:30:45,459 - Epoch: [66][ 5200/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.549263 +2023-11-23 00:31:40,211 - Epoch: [66][ 5300/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.549230 +2023-11-23 00:32:35,020 - Epoch: [66][ 5400/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.549208 +2023-11-23 00:33:29,937 - Epoch: [66][ 5500/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.549207 +2023-11-23 00:34:24,741 - Epoch: [66][ 5600/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.549185 +2023-11-23 00:35:19,549 - Epoch: [66][ 5700/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.549166 +2023-11-23 00:36:14,359 - Epoch: [66][ 5800/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.549147 +2023-11-23 00:37:09,152 - Epoch: [66][ 5900/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.549125 +2023-11-23 00:38:03,912 - Epoch: [66][ 6000/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.549100 +2023-11-23 00:38:58,857 - Epoch: [66][ 6100/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.549105 +2023-11-23 00:39:53,653 - Epoch: [66][ 6200/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.549086 +2023-11-23 00:40:48,441 - Epoch: [66][ 6300/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.549066 +2023-11-23 00:41:43,196 - Epoch: [66][ 6400/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.549042 +2023-11-23 00:42:37,872 - Epoch: [66][ 6500/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.549006 +2023-11-23 00:43:32,607 - Epoch: [66][ 6600/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548981 +2023-11-23 00:44:27,388 - Epoch: [66][ 6700/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548963 +2023-11-23 00:45:22,193 - Epoch: [66][ 6800/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548949 +2023-11-23 00:46:16,924 - Epoch: [66][ 6900/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548925 +2023-11-23 00:47:11,725 - Epoch: [66][ 7000/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548911 +2023-11-23 00:48:06,457 - Epoch: [66][ 7100/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548888 +2023-11-23 00:49:01,243 - Epoch: [66][ 7200/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548874 +2023-11-23 00:49:55,939 - Epoch: [66][ 7300/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.548847 +2023-11-23 00:50:50,769 - Epoch: [66][ 7400/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548839 +2023-11-23 00:51:45,424 - Epoch: [66][ 7500/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.548808 +2023-11-23 00:52:40,134 - Epoch: [66][ 7600/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.548785 +2023-11-23 00:53:34,830 - Epoch: [66][ 7700/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.548761 +2023-11-23 00:54:29,643 - Epoch: [66][ 7800/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.548753 +2023-11-23 00:55:24,399 - Epoch: [66][ 7900/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.548737 +2023-11-23 00:56:19,137 - Epoch: [66][ 8000/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.548720 +2023-11-23 00:57:13,857 - Epoch: [66][ 8100/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.548701 +2023-11-23 00:58:08,575 - Epoch: [66][ 8200/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548682 +2023-11-23 00:59:03,316 - Epoch: [66][ 8300/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548666 +2023-11-23 00:59:58,091 - Epoch: [66][ 8400/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548655 +2023-11-23 01:00:52,706 - Epoch: [66][ 8500/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548625 +2023-11-23 01:01:47,464 - Epoch: [66][ 8600/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548613 +2023-11-23 01:02:42,210 - Epoch: [66][ 8700/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548599 +2023-11-23 01:03:36,967 - Epoch: [66][ 8800/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548587 +2023-11-23 01:04:31,724 - Epoch: [66][ 8900/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548575 +2023-11-23 01:05:26,451 - Epoch: [66][ 9000/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548560 +2023-11-23 01:06:21,230 - Epoch: [66][ 9100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548552 +2023-11-23 01:07:15,914 - Epoch: [66][ 9200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548533 +2023-11-23 01:08:10,698 - Epoch: [66][ 9300/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548525 +2023-11-23 01:09:05,399 - Epoch: [66][ 9400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548508 +2023-11-23 01:10:00,334 - Epoch: [66][ 9500/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548517 +2023-11-23 01:10:55,086 - Epoch: [66][ 9600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548506 +2023-11-23 01:11:49,829 - Epoch: [66][ 9700/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548495 +2023-11-23 01:12:44,515 - Epoch: [66][ 9800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548478 +2023-11-23 01:13:39,232 - Epoch: [66][ 9900/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548464 +2023-11-23 01:14:33,963 - Epoch: [66][10000/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548452 +2023-11-23 01:15:28,614 - Epoch: [66][10100/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548433 +2023-11-23 01:16:23,242 - Epoch: [66][10200/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548412 +2023-11-23 01:17:17,989 - Epoch: [66][10300/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548402 +2023-11-23 01:18:12,670 - Epoch: [66][10400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548386 +2023-11-23 01:19:07,331 - Epoch: [66][10500/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548369 +2023-11-23 01:20:01,985 - Epoch: [66][10600/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548352 +2023-11-23 01:20:56,719 - Epoch: [66][10700/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548342 +2023-11-23 01:21:51,423 - Epoch: [66][10800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548330 +2023-11-23 01:22:46,118 - Epoch: [66][10900/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548317 +2023-11-23 01:23:40,850 - Epoch: [66][11000/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548307 +2023-11-23 01:24:35,667 - Epoch: [66][11100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548306 +2023-11-23 01:25:30,336 - Epoch: [66][11200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548291 +2023-11-23 01:26:25,115 - Epoch: [66][11300/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548286 +2023-11-23 01:27:19,841 - Epoch: [66][11400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548277 +2023-11-23 01:28:14,688 - Epoch: [66][11500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548279 +2023-11-23 01:29:09,389 - Epoch: [66][11600/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548267 +2023-11-23 01:30:04,055 - Epoch: [66][11700/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548253 +2023-11-23 01:30:58,870 - Epoch: [66][11800/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548252 +2023-11-23 01:31:53,579 - Epoch: [66][11900/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548242 +2023-11-23 01:32:48,415 - Epoch: [66][12000/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548243 +2023-11-23 01:33:43,172 - Epoch: [66][12100/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548237 +2023-11-23 01:34:20,252 - Epoch: [66][12168/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.548221 +2023-11-23 01:34:20,643 - --- validate (epoch=66)----------- +2023-11-23 01:34:20,643 - 167951 samples (256 per mini-batch) +2023-11-23 01:35:11,625 - Epoch: [66][ 100/ 657] Loss 0.000000 Overall Loss 0.013730 +2023-11-23 01:36:00,341 - Epoch: [66][ 200/ 657] Loss 0.000000 Overall Loss 0.013737 +2023-11-23 01:36:49,038 - Epoch: [66][ 300/ 657] Loss 0.000000 Overall Loss 0.013732 +2023-11-23 01:37:37,746 - Epoch: [66][ 400/ 657] Loss 0.000000 Overall Loss 0.013722 +2023-11-23 01:38:26,449 - Epoch: [66][ 500/ 657] Loss 0.000000 Overall Loss 0.013714 +2023-11-23 01:39:15,148 - Epoch: [66][ 600/ 657] Loss 0.000000 Overall Loss 0.013714 +2023-11-23 01:39:42,457 - Epoch: [66][ 657/ 657] Loss 0.000000 Overall Loss 0.013717 +2023-11-23 01:39:42,671 - ==> Overall Loss: 0.014 + +2023-11-23 01:39:42,673 - ==> Best [Overall Loss: 0.013717 on epoch: 66] +2023-11-23 01:39:42,673 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 01:39:42,717 - + +2023-11-23 01:39:42,717 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 01:40:49,203 - Epoch: [67][ 100/12168] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.000063 Time 0.664820 +2023-11-23 01:41:43,826 - Epoch: [67][ 200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.605509 +2023-11-23 01:42:38,564 - Epoch: [67][ 300/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.586121 +2023-11-23 01:43:33,280 - Epoch: [67][ 400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.576374 +2023-11-23 01:44:27,940 - Epoch: [67][ 500/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.570412 +2023-11-23 01:45:22,587 - Epoch: [67][ 600/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.566417 +2023-11-23 01:46:17,200 - Epoch: [67][ 700/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.563515 +2023-11-23 01:47:11,877 - Epoch: [67][ 800/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.561418 +2023-11-23 01:48:06,579 - Epoch: [67][ 900/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.559815 +2023-11-23 01:49:01,173 - Epoch: [67][ 1000/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.558424 +2023-11-23 01:49:55,860 - Epoch: [67][ 1100/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.557371 +2023-11-23 01:50:50,483 - Epoch: [67][ 1200/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.556440 +2023-11-23 01:51:45,172 - Epoch: [67][ 1300/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.555703 +2023-11-23 01:52:39,779 - Epoch: [67][ 1400/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.555013 +2023-11-23 01:53:34,370 - Epoch: [67][ 1500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.554404 +2023-11-23 01:54:28,956 - Epoch: [67][ 1600/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.553868 +2023-11-23 01:55:23,622 - Epoch: [67][ 1700/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.553442 +2023-11-23 01:56:18,250 - Epoch: [67][ 1800/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.553043 +2023-11-23 01:57:12,895 - Epoch: [67][ 1900/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.552694 +2023-11-23 01:58:07,502 - Epoch: [67][ 2000/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.552361 +2023-11-23 01:59:02,121 - Epoch: [67][ 2100/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.552066 +2023-11-23 01:59:56,722 - Epoch: [67][ 2200/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.551789 +2023-11-23 02:00:51,348 - Epoch: [67][ 2300/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.551548 +2023-11-23 02:01:45,971 - Epoch: [67][ 2400/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.551325 +2023-11-23 02:02:40,753 - Epoch: [67][ 2500/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.551183 +2023-11-23 02:03:35,420 - Epoch: [67][ 2600/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.551008 +2023-11-23 02:04:30,072 - Epoch: [67][ 2700/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.550841 +2023-11-23 02:05:24,778 - Epoch: [67][ 2800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.550705 +2023-11-23 02:06:19,463 - Epoch: [67][ 2900/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.550571 +2023-11-23 02:07:14,156 - Epoch: [67][ 3000/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.550449 +2023-11-23 02:08:08,819 - Epoch: [67][ 3100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.550324 +2023-11-23 02:09:03,440 - Epoch: [67][ 3200/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.550195 +2023-11-23 02:09:58,074 - Epoch: [67][ 3300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.550077 +2023-11-23 02:10:52,770 - Epoch: [67][ 3400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549985 +2023-11-23 02:11:47,393 - Epoch: [67][ 3500/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549877 +2023-11-23 02:12:42,077 - Epoch: [67][ 3600/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549791 +2023-11-23 02:13:36,791 - Epoch: [67][ 3700/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549719 +2023-11-23 02:14:31,522 - Epoch: [67][ 3800/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549654 +2023-11-23 02:15:26,228 - Epoch: [67][ 3900/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.549587 +2023-11-23 02:16:20,956 - Epoch: [67][ 4000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549529 +2023-11-23 02:17:15,717 - Epoch: [67][ 4100/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549481 +2023-11-23 02:18:10,310 - Epoch: [67][ 4200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549396 +2023-11-23 02:19:04,996 - Epoch: [67][ 4300/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549336 +2023-11-23 02:19:59,669 - Epoch: [67][ 4400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549276 +2023-11-23 02:20:54,405 - Epoch: [67][ 4500/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549233 +2023-11-23 02:21:49,029 - Epoch: [67][ 4600/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549167 +2023-11-23 02:22:43,760 - Epoch: [67][ 4700/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.549127 +2023-11-23 02:23:38,381 - Epoch: [67][ 4800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549066 +2023-11-23 02:24:32,997 - Epoch: [67][ 4900/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549006 +2023-11-23 02:25:27,717 - Epoch: [67][ 5000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548969 +2023-11-23 02:26:22,391 - Epoch: [67][ 5100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548925 +2023-11-23 02:27:17,022 - Epoch: [67][ 5200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.548874 +2023-11-23 02:28:11,687 - Epoch: [67][ 5300/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548831 +2023-11-23 02:29:06,371 - Epoch: [67][ 5400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548794 +2023-11-23 02:30:01,068 - Epoch: [67][ 5500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.548760 +2023-11-23 02:30:55,892 - Epoch: [67][ 5600/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548750 +2023-11-23 02:31:50,525 - Epoch: [67][ 5700/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548707 +2023-11-23 02:32:45,356 - Epoch: [67][ 5800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548700 +2023-11-23 02:33:39,952 - Epoch: [67][ 5900/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548653 +2023-11-23 02:34:34,572 - Epoch: [67][ 6000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548611 +2023-11-23 02:35:29,414 - Epoch: [67][ 6100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548608 +2023-11-23 02:36:24,051 - Epoch: [67][ 6200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548571 +2023-11-23 02:37:18,821 - Epoch: [67][ 6300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548557 +2023-11-23 02:38:13,562 - Epoch: [67][ 6400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548538 +2023-11-23 02:39:08,234 - Epoch: [67][ 6500/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548510 +2023-11-23 02:40:02,862 - Epoch: [67][ 6600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548476 +2023-11-23 02:40:57,619 - Epoch: [67][ 6700/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548462 +2023-11-23 02:41:52,225 - Epoch: [67][ 6800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548426 +2023-11-23 02:42:46,897 - Epoch: [67][ 6900/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548401 +2023-11-23 02:43:41,461 - Epoch: [67][ 7000/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548361 +2023-11-23 02:44:36,085 - Epoch: [67][ 7100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548331 +2023-11-23 02:45:30,736 - Epoch: [67][ 7200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548305 +2023-11-23 02:46:25,461 - Epoch: [67][ 7300/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548290 +2023-11-23 02:47:20,141 - Epoch: [67][ 7400/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548270 +2023-11-23 02:48:14,770 - Epoch: [67][ 7500/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548243 +2023-11-23 02:49:09,379 - Epoch: [67][ 7600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548214 +2023-11-23 02:50:04,036 - Epoch: [67][ 7700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548192 +2023-11-23 02:50:58,754 - Epoch: [67][ 7800/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548179 +2023-11-23 02:51:53,536 - Epoch: [67][ 7900/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548174 +2023-11-23 02:52:48,278 - Epoch: [67][ 8000/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548164 +2023-11-23 02:53:43,040 - Epoch: [67][ 8100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548157 +2023-11-23 02:54:37,665 - Epoch: [67][ 8200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548133 +2023-11-23 02:55:32,362 - Epoch: [67][ 8300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548119 +2023-11-23 02:56:27,072 - Epoch: [67][ 8400/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548106 +2023-11-23 02:57:21,776 - Epoch: [67][ 8500/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548094 +2023-11-23 02:58:16,454 - Epoch: [67][ 8600/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548078 +2023-11-23 02:59:11,058 - Epoch: [67][ 8700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548054 +2023-11-23 03:00:05,756 - Epoch: [67][ 8800/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548042 +2023-11-23 03:01:00,398 - Epoch: [67][ 8900/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548023 +2023-11-23 03:01:55,073 - Epoch: [67][ 9000/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.548009 +2023-11-23 03:02:49,798 - Epoch: [67][ 9100/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.548000 +2023-11-23 03:03:44,439 - Epoch: [67][ 9200/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547982 +2023-11-23 03:04:39,109 - Epoch: [67][ 9300/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547968 +2023-11-23 03:05:33,801 - Epoch: [67][ 9400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547957 +2023-11-23 03:06:28,533 - Epoch: [67][ 9500/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547950 +2023-11-23 03:07:23,207 - Epoch: [67][ 9600/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547937 +2023-11-23 03:08:18,123 - Epoch: [67][ 9700/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547949 +2023-11-23 03:09:12,829 - Epoch: [67][ 9800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547940 +2023-11-23 03:10:07,499 - Epoch: [67][ 9900/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547927 +2023-11-23 03:11:02,161 - Epoch: [67][10000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547914 +2023-11-23 03:11:56,832 - Epoch: [67][10100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547901 +2023-11-23 03:12:51,494 - Epoch: [67][10200/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547888 +2023-11-23 03:13:46,244 - Epoch: [67][10300/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547884 +2023-11-23 03:14:40,988 - Epoch: [67][10400/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547880 +2023-11-23 03:15:35,700 - Epoch: [67][10500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547872 +2023-11-23 03:16:30,393 - Epoch: [67][10600/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547863 +2023-11-23 03:17:25,169 - Epoch: [67][10700/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547862 +2023-11-23 03:18:19,836 - Epoch: [67][10800/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547850 +2023-11-23 03:19:14,583 - Epoch: [67][10900/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547847 +2023-11-23 03:20:09,201 - Epoch: [67][11000/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.547831 +2023-11-23 03:21:03,911 - Epoch: [67][11100/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547824 +2023-11-23 03:21:58,675 - Epoch: [67][11200/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547822 +2023-11-23 03:22:53,319 - Epoch: [67][11300/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547810 +2023-11-23 03:23:47,993 - Epoch: [67][11400/12168] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.000063 Time 0.547800 +2023-11-23 03:24:42,738 - Epoch: [67][11500/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547797 +2023-11-23 03:25:37,463 - Epoch: [67][11600/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547792 +2023-11-23 03:26:32,163 - Epoch: [67][11700/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547785 +2023-11-23 03:27:26,874 - Epoch: [67][11800/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547779 +2023-11-23 03:28:21,502 - Epoch: [67][11900/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547766 +2023-11-23 03:29:16,175 - Epoch: [67][12000/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547757 +2023-11-23 03:30:10,900 - Epoch: [67][12100/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.547753 +2023-11-23 03:30:47,990 - Epoch: [67][12168/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.547740 +2023-11-23 03:30:48,390 - --- validate (epoch=67)----------- +2023-11-23 03:30:48,390 - 167951 samples (256 per mini-batch) +2023-11-23 03:31:39,492 - Epoch: [67][ 100/ 657] Loss 0.000000 Overall Loss 0.013847 +2023-11-23 03:32:28,192 - Epoch: [67][ 200/ 657] Loss 0.000000 Overall Loss 0.013816 +2023-11-23 03:33:16,886 - Epoch: [67][ 300/ 657] Loss 0.000000 Overall Loss 0.013787 +2023-11-23 03:34:05,592 - Epoch: [67][ 400/ 657] Loss 0.000000 Overall Loss 0.013778 +2023-11-23 03:34:54,300 - Epoch: [67][ 500/ 657] Loss 0.000000 Overall Loss 0.013776 +2023-11-23 03:35:42,993 - Epoch: [67][ 600/ 657] Loss 0.000000 Overall Loss 0.013775 +2023-11-23 03:36:10,292 - Epoch: [67][ 657/ 657] Loss 0.000000 Overall Loss 0.013777 +2023-11-23 03:36:10,501 - ==> Overall Loss: 0.014 + +2023-11-23 03:36:10,503 - ==> Best [Overall Loss: 0.013717 on epoch: 66] +2023-11-23 03:36:10,503 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 03:36:10,524 - + +2023-11-23 03:36:10,524 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 03:37:14,934 - Epoch: [68][ 100/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.644065 +2023-11-23 03:38:09,668 - Epoch: [68][ 200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.595685 +2023-11-23 03:39:04,297 - Epoch: [68][ 300/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.579211 +2023-11-23 03:39:58,927 - Epoch: [68][ 400/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.570975 +2023-11-23 03:40:53,663 - Epoch: [68][ 500/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.566246 +2023-11-23 03:41:48,363 - Epoch: [68][ 600/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.563033 +2023-11-23 03:42:43,053 - Epoch: [68][ 700/12168] Overall Loss 0.013117 Objective Loss 0.000000 Distill Loss 0.013117 LR 0.000063 Time 0.560724 +2023-11-23 03:43:37,686 - Epoch: [68][ 800/12168] Overall Loss 0.013119 Objective Loss 0.000000 Distill Loss 0.013119 LR 0.000063 Time 0.558921 +2023-11-23 03:44:32,323 - Epoch: [68][ 900/12168] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.000063 Time 0.557523 +2023-11-23 03:45:26,922 - Epoch: [68][ 1000/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.556367 +2023-11-23 03:46:21,535 - Epoch: [68][ 1100/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.555433 +2023-11-23 03:47:16,222 - Epoch: [68][ 1200/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.554717 +2023-11-23 03:48:10,955 - Epoch: [68][ 1300/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.554146 +2023-11-23 03:49:05,602 - Epoch: [68][ 1400/12168] Overall Loss 0.013121 Objective Loss 0.000000 Distill Loss 0.013121 LR 0.000063 Time 0.553596 +2023-11-23 03:50:00,293 - Epoch: [68][ 1500/12168] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.000063 Time 0.553148 +2023-11-23 03:50:55,145 - Epoch: [68][ 1600/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.552857 +2023-11-23 03:51:49,778 - Epoch: [68][ 1700/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.552471 +2023-11-23 03:52:44,461 - Epoch: [68][ 1800/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.552156 +2023-11-23 03:53:39,222 - Epoch: [68][ 1900/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.551915 +2023-11-23 03:54:33,869 - Epoch: [68][ 2000/12168] Overall Loss 0.013125 Objective Loss 0.000000 Distill Loss 0.013125 LR 0.000063 Time 0.551641 +2023-11-23 03:55:28,531 - Epoch: [68][ 2100/12168] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.000063 Time 0.551401 +2023-11-23 03:56:23,263 - Epoch: [68][ 2200/12168] Overall Loss 0.013127 Objective Loss 0.000000 Distill Loss 0.013127 LR 0.000063 Time 0.551214 +2023-11-23 03:57:17,995 - Epoch: [68][ 2300/12168] Overall Loss 0.013124 Objective Loss 0.000000 Distill Loss 0.013124 LR 0.000063 Time 0.551043 +2023-11-23 03:58:12,850 - Epoch: [68][ 2400/12168] Overall Loss 0.013122 Objective Loss 0.000000 Distill Loss 0.013122 LR 0.000063 Time 0.550938 +2023-11-23 03:59:07,582 - Epoch: [68][ 2500/12168] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.000063 Time 0.550792 +2023-11-23 04:00:02,167 - Epoch: [68][ 2600/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.550601 +2023-11-23 04:00:56,835 - Epoch: [68][ 2700/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.550454 +2023-11-23 04:01:51,487 - Epoch: [68][ 2800/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.550313 +2023-11-23 04:02:46,172 - Epoch: [68][ 2900/12168] Overall Loss 0.013116 Objective Loss 0.000000 Distill Loss 0.013116 LR 0.000063 Time 0.550193 +2023-11-23 04:03:40,857 - Epoch: [68][ 3000/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.550080 +2023-11-23 04:04:35,477 - Epoch: [68][ 3100/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549954 +2023-11-23 04:05:30,125 - Epoch: [68][ 3200/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549845 +2023-11-23 04:06:24,802 - Epoch: [68][ 3300/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549750 +2023-11-23 04:07:19,472 - Epoch: [68][ 3400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.549660 +2023-11-23 04:08:14,133 - Epoch: [68][ 3500/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.549572 +2023-11-23 04:09:08,783 - Epoch: [68][ 3600/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.549485 +2023-11-23 04:10:03,386 - Epoch: [68][ 3700/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.549391 +2023-11-23 04:10:58,144 - Epoch: [68][ 3800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.549343 +2023-11-23 04:11:52,827 - Epoch: [68][ 3900/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.549278 +2023-11-23 04:12:47,469 - Epoch: [68][ 4000/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.549206 +2023-11-23 04:13:42,206 - Epoch: [68][ 4100/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.549160 +2023-11-23 04:14:36,847 - Epoch: [68][ 4200/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.549094 +2023-11-23 04:15:31,493 - Epoch: [68][ 4300/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.549032 +2023-11-23 04:16:26,129 - Epoch: [68][ 4400/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548970 +2023-11-23 04:17:20,785 - Epoch: [68][ 4500/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548916 +2023-11-23 04:18:15,513 - Epoch: [68][ 4600/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548880 +2023-11-23 04:19:10,156 - Epoch: [68][ 4700/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548827 +2023-11-23 04:20:04,832 - Epoch: [68][ 4800/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.548784 +2023-11-23 04:20:59,518 - Epoch: [68][ 4900/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.548744 +2023-11-23 04:21:54,143 - Epoch: [68][ 5000/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.548693 +2023-11-23 04:22:48,835 - Epoch: [68][ 5100/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548658 +2023-11-23 04:23:43,541 - Epoch: [68][ 5200/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548627 +2023-11-23 04:24:38,195 - Epoch: [68][ 5300/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548587 +2023-11-23 04:25:32,832 - Epoch: [68][ 5400/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548545 +2023-11-23 04:26:27,443 - Epoch: [68][ 5500/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548500 +2023-11-23 04:27:22,216 - Epoch: [68][ 5600/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548486 +2023-11-23 04:28:16,921 - Epoch: [68][ 5700/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548460 +2023-11-23 04:29:11,651 - Epoch: [68][ 5800/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548439 +2023-11-23 04:30:06,303 - Epoch: [68][ 5900/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548406 +2023-11-23 04:31:01,072 - Epoch: [68][ 6000/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548394 +2023-11-23 04:31:55,785 - Epoch: [68][ 6100/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548373 +2023-11-23 04:32:50,479 - Epoch: [68][ 6200/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.548349 +2023-11-23 04:33:45,112 - Epoch: [68][ 6300/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548317 +2023-11-23 04:34:39,811 - Epoch: [68][ 6400/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548295 +2023-11-23 04:35:34,585 - Epoch: [68][ 6500/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548286 +2023-11-23 04:36:29,202 - Epoch: [68][ 6600/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548254 +2023-11-23 04:37:23,834 - Epoch: [68][ 6700/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548225 +2023-11-23 04:38:18,509 - Epoch: [68][ 6800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548202 +2023-11-23 04:39:13,089 - Epoch: [68][ 6900/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548167 +2023-11-23 04:40:07,803 - Epoch: [68][ 7000/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548152 +2023-11-23 04:41:02,439 - Epoch: [68][ 7100/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548126 +2023-11-23 04:41:57,216 - Epoch: [68][ 7200/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548121 +2023-11-23 04:42:51,885 - Epoch: [68][ 7300/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548101 +2023-11-23 04:43:46,657 - Epoch: [68][ 7400/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.548095 +2023-11-23 04:44:41,323 - Epoch: [68][ 7500/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548076 +2023-11-23 04:45:36,041 - Epoch: [68][ 7600/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548064 +2023-11-23 04:46:30,780 - Epoch: [68][ 7700/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548055 +2023-11-23 04:47:25,526 - Epoch: [68][ 7800/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548046 +2023-11-23 04:48:20,239 - Epoch: [68][ 7900/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548035 +2023-11-23 04:49:14,867 - Epoch: [68][ 8000/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.548012 +2023-11-23 04:50:09,539 - Epoch: [68][ 8100/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.547996 +2023-11-23 04:51:04,353 - Epoch: [68][ 8200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547997 +2023-11-23 04:51:59,056 - Epoch: [68][ 8300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547985 +2023-11-23 04:52:53,721 - Epoch: [68][ 8400/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547969 +2023-11-23 04:53:48,466 - Epoch: [68][ 8500/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547963 +2023-11-23 04:54:43,117 - Epoch: [68][ 8600/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547945 +2023-11-23 04:55:37,906 - Epoch: [68][ 8700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547944 +2023-11-23 04:56:32,551 - Epoch: [68][ 8800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547927 +2023-11-23 04:57:27,201 - Epoch: [68][ 8900/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.547911 +2023-11-23 04:58:21,905 - Epoch: [68][ 9000/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.547901 +2023-11-23 04:59:16,554 - Epoch: [68][ 9100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547885 +2023-11-23 05:00:11,262 - Epoch: [68][ 9200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547876 +2023-11-23 05:01:05,877 - Epoch: [68][ 9300/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547857 +2023-11-23 05:02:00,647 - Epoch: [68][ 9400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547855 +2023-11-23 05:02:55,401 - Epoch: [68][ 9500/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547851 +2023-11-23 05:03:50,038 - Epoch: [68][ 9600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547835 +2023-11-23 05:04:44,712 - Epoch: [68][ 9700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547824 +2023-11-23 05:05:39,360 - Epoch: [68][ 9800/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547810 +2023-11-23 05:06:34,044 - Epoch: [68][ 9900/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547800 +2023-11-23 05:07:28,703 - Epoch: [68][10000/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547787 +2023-11-23 05:08:23,458 - Epoch: [68][10100/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547785 +2023-11-23 05:09:18,140 - Epoch: [68][10200/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547775 +2023-11-23 05:10:12,937 - Epoch: [68][10300/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547776 +2023-11-23 05:11:07,633 - Epoch: [68][10400/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547768 +2023-11-23 05:12:02,285 - Epoch: [68][10500/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547756 +2023-11-23 05:12:56,940 - Epoch: [68][10600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547744 +2023-11-23 05:13:51,666 - Epoch: [68][10700/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547740 +2023-11-23 05:14:46,372 - Epoch: [68][10800/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547733 +2023-11-23 05:15:41,131 - Epoch: [68][10900/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547731 +2023-11-23 05:16:35,829 - Epoch: [68][11000/12168] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.000063 Time 0.547724 +2023-11-23 05:17:30,510 - Epoch: [68][11100/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547716 +2023-11-23 05:18:25,155 - Epoch: [68][11200/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547704 +2023-11-23 05:19:19,845 - Epoch: [68][11300/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547697 +2023-11-23 05:20:14,500 - Epoch: [68][11400/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547686 +2023-11-23 05:21:09,170 - Epoch: [68][11500/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547678 +2023-11-23 05:22:03,788 - Epoch: [68][11600/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.547665 +2023-11-23 05:22:58,579 - Epoch: [68][11700/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547666 +2023-11-23 05:23:53,280 - Epoch: [68][11800/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547661 +2023-11-23 05:24:47,951 - Epoch: [68][11900/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547652 +2023-11-23 05:25:42,681 - Epoch: [68][12000/12168] Overall Loss 0.013112 Objective Loss 0.000000 Distill Loss 0.013112 LR 0.000063 Time 0.547649 +2023-11-23 05:26:37,422 - Epoch: [68][12100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547647 +2023-11-23 05:27:14,497 - Epoch: [68][12168/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.547633 +2023-11-23 05:27:14,900 - --- validate (epoch=68)----------- +2023-11-23 05:27:14,900 - 167951 samples (256 per mini-batch) +2023-11-23 05:28:05,494 - Epoch: [68][ 100/ 657] Loss 0.000000 Overall Loss 0.013790 +2023-11-23 05:28:54,201 - Epoch: [68][ 200/ 657] Loss 0.000000 Overall Loss 0.013792 +2023-11-23 05:29:42,908 - Epoch: [68][ 300/ 657] Loss 0.000000 Overall Loss 0.013781 +2023-11-23 05:30:31,658 - Epoch: [68][ 400/ 657] Loss 0.000000 Overall Loss 0.013781 +2023-11-23 05:31:20,321 - Epoch: [68][ 500/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-23 05:32:09,017 - Epoch: [68][ 600/ 657] Loss 0.000000 Overall Loss 0.013787 +2023-11-23 05:32:36,337 - Epoch: [68][ 657/ 657] Loss 0.000000 Overall Loss 0.013789 +2023-11-23 05:32:36,554 - ==> Overall Loss: 0.014 + +2023-11-23 05:32:36,556 - ==> Best [Overall Loss: 0.013717 on epoch: 66] +2023-11-23 05:32:36,556 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 05:32:36,577 - + +2023-11-23 05:32:36,578 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 05:33:40,290 - Epoch: [69][ 100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.637089 +2023-11-23 05:34:34,959 - Epoch: [69][ 200/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.591876 +2023-11-23 05:35:29,689 - Epoch: [69][ 300/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.577005 +2023-11-23 05:36:24,343 - Epoch: [69][ 400/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.569382 +2023-11-23 05:37:18,952 - Epoch: [69][ 500/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.564716 +2023-11-23 05:38:13,676 - Epoch: [69][ 600/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.561799 +2023-11-23 05:39:08,361 - Epoch: [69][ 700/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.559659 +2023-11-23 05:40:03,072 - Epoch: [69][ 800/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.558087 +2023-11-23 05:40:57,835 - Epoch: [69][ 900/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.556921 +2023-11-23 05:41:52,485 - Epoch: [69][ 1000/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.555876 +2023-11-23 05:42:47,162 - Epoch: [69][ 1100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.555045 +2023-11-23 05:43:41,831 - Epoch: [69][ 1200/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.554347 +2023-11-23 05:44:36,529 - Epoch: [69][ 1300/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.553778 +2023-11-23 05:45:31,206 - Epoch: [69][ 1400/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.553275 +2023-11-23 05:46:25,818 - Epoch: [69][ 1500/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.552796 +2023-11-23 05:47:20,537 - Epoch: [69][ 1600/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.552444 +2023-11-23 05:48:15,195 - Epoch: [69][ 1700/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.552097 +2023-11-23 05:49:09,880 - Epoch: [69][ 1800/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.551804 +2023-11-23 05:50:04,619 - Epoch: [69][ 1900/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.551570 +2023-11-23 05:50:59,320 - Epoch: [69][ 2000/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.551340 +2023-11-23 05:51:54,052 - Epoch: [69][ 2100/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.551147 +2023-11-23 05:52:48,632 - Epoch: [69][ 2200/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.550903 +2023-11-23 05:53:43,226 - Epoch: [69][ 2300/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.550686 +2023-11-23 05:54:37,960 - Epoch: [69][ 2400/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.550545 +2023-11-23 05:55:32,561 - Epoch: [69][ 2500/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.550363 +2023-11-23 05:56:27,272 - Epoch: [69][ 2600/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.550237 +2023-11-23 05:57:22,017 - Epoch: [69][ 2700/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.550132 +2023-11-23 05:58:16,720 - Epoch: [69][ 2800/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.550020 +2023-11-23 05:59:11,387 - Epoch: [69][ 2900/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.549904 +2023-11-23 06:00:06,057 - Epoch: [69][ 3000/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.549796 +2023-11-23 06:01:00,624 - Epoch: [69][ 3100/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.549662 +2023-11-23 06:01:55,169 - Epoch: [69][ 3200/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.549529 +2023-11-23 06:02:49,850 - Epoch: [69][ 3300/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.549446 +2023-11-23 06:03:44,473 - Epoch: [69][ 3400/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.549350 +2023-11-23 06:04:39,160 - Epoch: [69][ 3500/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.549279 +2023-11-23 06:05:33,778 - Epoch: [69][ 3600/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.549192 +2023-11-23 06:06:28,468 - Epoch: [69][ 3700/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.549129 +2023-11-23 06:07:23,145 - Epoch: [69][ 3800/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.549066 +2023-11-23 06:08:17,772 - Epoch: [69][ 3900/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548994 +2023-11-23 06:09:12,392 - Epoch: [69][ 4000/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548923 +2023-11-23 06:10:07,082 - Epoch: [69][ 4100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548873 +2023-11-23 06:11:01,791 - Epoch: [69][ 4200/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548830 +2023-11-23 06:11:56,494 - Epoch: [69][ 4300/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548787 +2023-11-23 06:12:51,151 - Epoch: [69][ 4400/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548736 +2023-11-23 06:13:45,802 - Epoch: [69][ 4500/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548686 +2023-11-23 06:14:40,509 - Epoch: [69][ 4600/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548650 +2023-11-23 06:15:35,203 - Epoch: [69][ 4700/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548613 +2023-11-23 06:16:29,880 - Epoch: [69][ 4800/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548574 +2023-11-23 06:17:24,542 - Epoch: [69][ 4900/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548534 +2023-11-23 06:18:19,281 - Epoch: [69][ 5000/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548510 +2023-11-23 06:19:13,927 - Epoch: [69][ 5100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548469 +2023-11-23 06:20:08,655 - Epoch: [69][ 5200/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548446 +2023-11-23 06:21:03,371 - Epoch: [69][ 5300/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548421 +2023-11-23 06:21:58,000 - Epoch: [69][ 5400/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548381 +2023-11-23 06:22:52,661 - Epoch: [69][ 5500/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548348 +2023-11-23 06:23:47,317 - Epoch: [69][ 5600/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548316 +2023-11-23 06:24:42,033 - Epoch: [69][ 5700/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548295 +2023-11-23 06:25:36,667 - Epoch: [69][ 5800/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548261 +2023-11-23 06:26:31,408 - Epoch: [69][ 5900/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548246 +2023-11-23 06:27:26,119 - Epoch: [69][ 6000/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548226 +2023-11-23 06:28:20,820 - Epoch: [69][ 6100/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548206 +2023-11-23 06:29:15,464 - Epoch: [69][ 6200/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548177 +2023-11-23 06:30:10,205 - Epoch: [69][ 6300/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548164 +2023-11-23 06:31:04,869 - Epoch: [69][ 6400/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548140 +2023-11-23 06:31:59,493 - Epoch: [69][ 6500/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548110 +2023-11-23 06:32:54,170 - Epoch: [69][ 6600/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548089 +2023-11-23 06:33:48,844 - Epoch: [69][ 6700/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548069 +2023-11-23 06:34:43,497 - Epoch: [69][ 6800/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548046 +2023-11-23 06:35:38,204 - Epoch: [69][ 6900/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548031 +2023-11-23 06:36:32,834 - Epoch: [69][ 7000/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548006 +2023-11-23 06:37:27,510 - Epoch: [69][ 7100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547988 +2023-11-23 06:38:22,179 - Epoch: [69][ 7200/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547969 +2023-11-23 06:39:16,765 - Epoch: [69][ 7300/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547940 +2023-11-23 06:40:11,534 - Epoch: [69][ 7400/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547936 +2023-11-23 06:41:06,218 - Epoch: [69][ 7500/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547921 +2023-11-23 06:42:00,912 - Epoch: [69][ 7600/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547908 +2023-11-23 06:42:55,615 - Epoch: [69][ 7700/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547896 +2023-11-23 06:43:50,273 - Epoch: [69][ 7800/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547879 +2023-11-23 06:44:44,924 - Epoch: [69][ 7900/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547861 +2023-11-23 06:45:39,643 - Epoch: [69][ 8000/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547852 +2023-11-23 06:46:34,341 - Epoch: [69][ 8100/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547841 +2023-11-23 06:47:29,035 - Epoch: [69][ 8200/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547830 +2023-11-23 06:48:23,747 - Epoch: [69][ 8300/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547821 +2023-11-23 06:49:18,501 - Epoch: [69][ 8400/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547817 +2023-11-23 06:50:13,188 - Epoch: [69][ 8500/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547806 +2023-11-23 06:51:07,886 - Epoch: [69][ 8600/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547796 +2023-11-23 06:52:02,690 - Epoch: [69][ 8700/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547798 +2023-11-23 06:52:57,423 - Epoch: [69][ 8800/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547793 +2023-11-23 06:53:52,171 - Epoch: [69][ 8900/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547789 +2023-11-23 06:54:46,831 - Epoch: [69][ 9000/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547775 +2023-11-23 06:55:41,511 - Epoch: [69][ 9100/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547764 +2023-11-23 06:56:36,199 - Epoch: [69][ 9200/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547754 +2023-11-23 06:57:30,864 - Epoch: [69][ 9300/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547742 +2023-11-23 06:58:25,511 - Epoch: [69][ 9400/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547728 +2023-11-23 06:59:20,246 - Epoch: [69][ 9500/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547724 +2023-11-23 07:00:14,884 - Epoch: [69][ 9600/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547709 +2023-11-23 07:01:09,617 - Epoch: [69][ 9700/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547705 +2023-11-23 07:02:04,306 - Epoch: [69][ 9800/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547697 +2023-11-23 07:02:59,088 - Epoch: [69][ 9900/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547698 +2023-11-23 07:03:53,825 - Epoch: [69][10000/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547694 +2023-11-23 07:04:48,563 - Epoch: [69][10100/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.547691 +2023-11-23 07:05:43,212 - Epoch: [69][10200/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.547678 +2023-11-23 07:06:37,831 - Epoch: [69][10300/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.547664 +2023-11-23 07:07:32,570 - Epoch: [69][10400/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547661 +2023-11-23 07:08:27,308 - Epoch: [69][10500/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547658 +2023-11-23 07:09:22,043 - Epoch: [69][10600/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547655 +2023-11-23 07:10:16,698 - Epoch: [69][10700/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547644 +2023-11-23 07:11:11,403 - Epoch: [69][10800/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.547638 +2023-11-23 07:12:06,022 - Epoch: [69][10900/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.547625 +2023-11-23 07:13:00,678 - Epoch: [69][11000/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547615 +2023-11-23 07:13:55,531 - Epoch: [69][11100/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.547623 +2023-11-23 07:14:50,354 - Epoch: [69][11200/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.547628 +2023-11-23 07:15:45,024 - Epoch: [69][11300/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.547619 +2023-11-23 07:16:39,730 - Epoch: [69][11400/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.547614 +2023-11-23 07:17:34,496 - Epoch: [69][11500/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.547614 +2023-11-23 07:18:29,131 - Epoch: [69][11600/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.547603 +2023-11-23 07:19:23,906 - Epoch: [69][11700/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.547604 +2023-11-23 07:20:18,625 - Epoch: [69][11800/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.547600 +2023-11-23 07:21:13,301 - Epoch: [69][11900/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.547593 +2023-11-23 07:22:08,004 - Epoch: [69][12000/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.547588 +2023-11-23 07:23:02,759 - Epoch: [69][12100/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.547588 +2023-11-23 07:23:39,766 - Epoch: [69][12168/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.547569 +2023-11-23 07:23:40,161 - --- validate (epoch=69)----------- +2023-11-23 07:23:40,161 - 167951 samples (256 per mini-batch) +2023-11-23 07:24:30,687 - Epoch: [69][ 100/ 657] Loss 0.000000 Overall Loss 0.013682 +2023-11-23 07:25:19,421 - Epoch: [69][ 200/ 657] Loss 0.000000 Overall Loss 0.013705 +2023-11-23 07:26:08,184 - Epoch: [69][ 300/ 657] Loss 0.000000 Overall Loss 0.013705 +2023-11-23 07:26:56,897 - Epoch: [69][ 400/ 657] Loss 0.000000 Overall Loss 0.013710 +2023-11-23 07:27:45,596 - Epoch: [69][ 500/ 657] Loss 0.000000 Overall Loss 0.013719 +2023-11-23 07:28:34,295 - Epoch: [69][ 600/ 657] Loss 0.000000 Overall Loss 0.013726 +2023-11-23 07:29:01,597 - Epoch: [69][ 657/ 657] Loss 0.000000 Overall Loss 0.013728 +2023-11-23 07:29:01,810 - ==> Overall Loss: 0.014 + +2023-11-23 07:29:01,813 - ==> Best [Overall Loss: 0.013717 on epoch: 66] +2023-11-23 07:29:01,813 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 07:29:01,834 - + +2023-11-23 07:29:01,834 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 07:30:06,449 - Epoch: [70][ 100/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.646109 +2023-11-23 07:31:01,043 - Epoch: [70][ 200/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.596010 +2023-11-23 07:31:55,715 - Epoch: [70][ 300/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.579572 +2023-11-23 07:32:50,369 - Epoch: [70][ 400/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.571305 +2023-11-23 07:33:45,052 - Epoch: [70][ 500/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.566405 +2023-11-23 07:34:39,746 - Epoch: [70][ 600/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.563155 +2023-11-23 07:35:34,393 - Epoch: [70][ 700/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.560767 +2023-11-23 07:36:29,127 - Epoch: [70][ 800/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.559085 +2023-11-23 07:37:23,811 - Epoch: [70][ 900/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.557720 +2023-11-23 07:38:18,425 - Epoch: [70][ 1000/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.556560 +2023-11-23 07:39:13,101 - Epoch: [70][ 1100/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.555666 +2023-11-23 07:40:07,835 - Epoch: [70][ 1200/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.554969 +2023-11-23 07:41:02,509 - Epoch: [70][ 1300/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.554334 +2023-11-23 07:41:57,159 - Epoch: [70][ 1400/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.553772 +2023-11-23 07:42:51,872 - Epoch: [70][ 1500/12168] Overall Loss 0.013106 Objective Loss 0.000000 Distill Loss 0.013106 LR 0.000063 Time 0.553327 +2023-11-23 07:43:46,526 - Epoch: [70][ 1600/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.552901 +2023-11-23 07:44:41,171 - Epoch: [70][ 1700/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.552520 +2023-11-23 07:45:35,856 - Epoch: [70][ 1800/12168] Overall Loss 0.013108 Objective Loss 0.000000 Distill Loss 0.013108 LR 0.000063 Time 0.552203 +2023-11-23 07:46:30,449 - Epoch: [70][ 1900/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.551871 +2023-11-23 07:47:25,088 - Epoch: [70][ 2000/12168] Overall Loss 0.013111 Objective Loss 0.000000 Distill Loss 0.013111 LR 0.000063 Time 0.551596 +2023-11-23 07:48:19,670 - Epoch: [70][ 2100/12168] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.000063 Time 0.551320 +2023-11-23 07:49:14,352 - Epoch: [70][ 2200/12168] Overall Loss 0.013114 Objective Loss 0.000000 Distill Loss 0.013114 LR 0.000063 Time 0.551114 +2023-11-23 07:50:09,049 - Epoch: [70][ 2300/12168] Overall Loss 0.013109 Objective Loss 0.000000 Distill Loss 0.013109 LR 0.000063 Time 0.550932 +2023-11-23 07:51:03,771 - Epoch: [70][ 2400/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.550776 +2023-11-23 07:51:58,401 - Epoch: [70][ 2500/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.550596 +2023-11-23 07:52:53,157 - Epoch: [70][ 2600/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.550478 +2023-11-23 07:53:47,786 - Epoch: [70][ 2700/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.550321 +2023-11-23 07:54:42,457 - Epoch: [70][ 2800/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.550192 +2023-11-23 07:55:37,123 - Epoch: [70][ 2900/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.550068 +2023-11-23 07:56:31,856 - Epoch: [70][ 3000/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.549976 +2023-11-23 07:57:26,468 - Epoch: [70][ 3100/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.549851 +2023-11-23 07:58:21,163 - Epoch: [70][ 3200/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.549759 +2023-11-23 07:59:15,831 - Epoch: [70][ 3300/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.549665 +2023-11-23 08:00:10,442 - Epoch: [70][ 3400/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549559 +2023-11-23 08:01:05,094 - Epoch: [70][ 3500/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.549472 +2023-11-23 08:01:59,658 - Epoch: [70][ 3600/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.549365 +2023-11-23 08:02:54,456 - Epoch: [70][ 3700/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549326 +2023-11-23 08:03:49,191 - Epoch: [70][ 3800/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.549274 +2023-11-23 08:04:43,950 - Epoch: [70][ 3900/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.549230 +2023-11-23 08:05:38,729 - Epoch: [70][ 4000/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.549193 +2023-11-23 08:06:33,398 - Epoch: [70][ 4100/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.549131 +2023-11-23 08:07:28,073 - Epoch: [70][ 4200/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.549073 +2023-11-23 08:08:22,699 - Epoch: [70][ 4300/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.549007 +2023-11-23 08:09:17,352 - Epoch: [70][ 4400/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548950 +2023-11-23 08:10:12,029 - Epoch: [70][ 4500/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548901 +2023-11-23 08:11:06,606 - Epoch: [70][ 4600/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548832 +2023-11-23 08:12:01,337 - Epoch: [70][ 4700/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548799 +2023-11-23 08:12:55,899 - Epoch: [70][ 4800/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548732 +2023-11-23 08:13:50,551 - Epoch: [70][ 4900/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548687 +2023-11-23 08:14:45,256 - Epoch: [70][ 5000/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548653 +2023-11-23 08:15:39,879 - Epoch: [70][ 5100/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548605 +2023-11-23 08:16:34,579 - Epoch: [70][ 5200/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.548574 +2023-11-23 08:17:29,256 - Epoch: [70][ 5300/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.548539 +2023-11-23 08:18:23,949 - Epoch: [70][ 5400/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548509 +2023-11-23 08:19:18,677 - Epoch: [70][ 5500/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.548486 +2023-11-23 08:20:13,318 - Epoch: [70][ 5600/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.548448 +2023-11-23 08:21:07,932 - Epoch: [70][ 5700/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548407 +2023-11-23 08:22:02,801 - Epoch: [70][ 5800/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548412 +2023-11-23 08:22:57,446 - Epoch: [70][ 5900/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548378 +2023-11-23 08:23:52,040 - Epoch: [70][ 6000/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548337 +2023-11-23 08:24:46,734 - Epoch: [70][ 6100/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548313 +2023-11-23 08:25:41,478 - Epoch: [70][ 6200/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548299 +2023-11-23 08:26:36,081 - Epoch: [70][ 6300/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548262 +2023-11-23 08:27:30,800 - Epoch: [70][ 6400/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.548245 +2023-11-23 08:28:25,672 - Epoch: [70][ 6500/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548252 +2023-11-23 08:29:20,393 - Epoch: [70][ 6600/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548236 +2023-11-23 08:30:15,057 - Epoch: [70][ 6700/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548211 +2023-11-23 08:31:09,699 - Epoch: [70][ 6800/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548184 +2023-11-23 08:32:04,339 - Epoch: [70][ 6900/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548158 +2023-11-23 08:32:58,981 - Epoch: [70][ 7000/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548133 +2023-11-23 08:33:53,659 - Epoch: [70][ 7100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548113 +2023-11-23 08:34:48,355 - Epoch: [70][ 7200/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548097 +2023-11-23 08:35:43,044 - Epoch: [70][ 7300/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548080 +2023-11-23 08:36:37,705 - Epoch: [70][ 7400/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548060 +2023-11-23 08:37:32,348 - Epoch: [70][ 7500/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548038 +2023-11-23 08:38:27,050 - Epoch: [70][ 7600/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548024 +2023-11-23 08:39:21,753 - Epoch: [70][ 7700/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548011 +2023-11-23 08:40:16,491 - Epoch: [70][ 7800/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.548002 +2023-11-23 08:41:11,129 - Epoch: [70][ 7900/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547981 +2023-11-23 08:42:05,649 - Epoch: [70][ 8000/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547946 +2023-11-23 08:43:00,296 - Epoch: [70][ 8100/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547928 +2023-11-23 08:43:54,929 - Epoch: [70][ 8200/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547908 +2023-11-23 08:44:49,620 - Epoch: [70][ 8300/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547895 +2023-11-23 08:45:44,309 - Epoch: [70][ 8400/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547883 +2023-11-23 08:46:38,943 - Epoch: [70][ 8500/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547864 +2023-11-23 08:47:33,633 - Epoch: [70][ 8600/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547853 +2023-11-23 08:48:28,309 - Epoch: [70][ 8700/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547840 +2023-11-23 08:49:22,947 - Epoch: [70][ 8800/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547823 +2023-11-23 08:50:17,700 - Epoch: [70][ 8900/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547819 +2023-11-23 08:51:12,337 - Epoch: [70][ 9000/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547803 +2023-11-23 08:52:07,018 - Epoch: [70][ 9100/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547792 +2023-11-23 08:53:01,789 - Epoch: [70][ 9200/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547790 +2023-11-23 08:53:56,481 - Epoch: [70][ 9300/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547781 +2023-11-23 08:54:51,166 - Epoch: [70][ 9400/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547771 +2023-11-23 08:55:45,891 - Epoch: [70][ 9500/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547765 +2023-11-23 08:56:40,607 - Epoch: [70][ 9600/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547758 +2023-11-23 08:57:35,184 - Epoch: [70][ 9700/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547737 +2023-11-23 08:58:29,839 - Epoch: [70][ 9800/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547725 +2023-11-23 08:59:24,455 - Epoch: [70][ 9900/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547709 +2023-11-23 09:00:19,190 - Epoch: [70][10000/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547705 +2023-11-23 09:01:13,848 - Epoch: [70][10100/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547693 +2023-11-23 09:02:08,553 - Epoch: [70][10200/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547687 +2023-11-23 09:03:03,327 - Epoch: [70][10300/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547687 +2023-11-23 09:03:58,027 - Epoch: [70][10400/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547680 +2023-11-23 09:04:52,673 - Epoch: [70][10500/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547668 +2023-11-23 09:05:47,309 - Epoch: [70][10600/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547656 +2023-11-23 09:06:42,105 - Epoch: [70][10700/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547658 +2023-11-23 09:07:36,924 - Epoch: [70][10800/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.547663 +2023-11-23 09:08:31,563 - Epoch: [70][10900/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.547651 +2023-11-23 09:09:26,301 - Epoch: [70][11000/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.547648 +2023-11-23 09:10:21,026 - Epoch: [70][11100/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.547644 +2023-11-23 09:11:15,708 - Epoch: [70][11200/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.547637 +2023-11-23 09:12:10,454 - Epoch: [70][11300/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.547635 +2023-11-23 09:13:05,107 - Epoch: [70][11400/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.547625 +2023-11-23 09:13:59,809 - Epoch: [70][11500/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.547619 +2023-11-23 09:14:54,577 - Epoch: [70][11600/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.547619 +2023-11-23 09:15:49,357 - Epoch: [70][11700/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547621 +2023-11-23 09:16:44,009 - Epoch: [70][11800/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547611 +2023-11-23 09:17:38,699 - Epoch: [70][11900/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547605 +2023-11-23 09:18:33,480 - Epoch: [70][12000/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.547606 +2023-11-23 09:19:28,102 - Epoch: [70][12100/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.547595 +2023-11-23 09:20:05,249 - Epoch: [70][12168/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.547587 +2023-11-23 09:20:05,671 - --- validate (epoch=70)----------- +2023-11-23 09:20:05,672 - 167951 samples (256 per mini-batch) +2023-11-23 09:20:56,267 - Epoch: [70][ 100/ 657] Loss 0.000000 Overall Loss 0.013690 +2023-11-23 09:21:44,981 - Epoch: [70][ 200/ 657] Loss 0.000000 Overall Loss 0.013674 +2023-11-23 09:22:33,650 - Epoch: [70][ 300/ 657] Loss 0.000000 Overall Loss 0.013669 +2023-11-23 09:23:22,336 - Epoch: [70][ 400/ 657] Loss 0.000000 Overall Loss 0.013673 +2023-11-23 09:24:11,009 - Epoch: [70][ 500/ 657] Loss 0.000000 Overall Loss 0.013668 +2023-11-23 09:24:59,697 - Epoch: [70][ 600/ 657] Loss 0.000000 Overall Loss 0.013674 +2023-11-23 09:25:27,005 - Epoch: [70][ 657/ 657] Loss 0.000000 Overall Loss 0.013676 +2023-11-23 09:25:27,224 - ==> Overall Loss: 0.014 + +2023-11-23 09:25:27,226 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 09:25:27,226 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 09:25:27,255 - + +2023-11-23 09:25:27,255 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 09:26:31,286 - Epoch: [71][ 100/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.640270 +2023-11-23 09:27:25,927 - Epoch: [71][ 200/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.593322 +2023-11-23 09:28:20,701 - Epoch: [71][ 300/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.578119 +2023-11-23 09:29:15,380 - Epoch: [71][ 400/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.570279 +2023-11-23 09:30:10,092 - Epoch: [71][ 500/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.565642 +2023-11-23 09:31:04,770 - Epoch: [71][ 600/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.562492 +2023-11-23 09:31:59,355 - Epoch: [71][ 700/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.560111 +2023-11-23 09:32:54,039 - Epoch: [71][ 800/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.558449 +2023-11-23 09:33:48,750 - Epoch: [71][ 900/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.557185 +2023-11-23 09:34:43,397 - Epoch: [71][ 1000/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.556110 +2023-11-23 09:35:38,144 - Epoch: [71][ 1100/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.555322 +2023-11-23 09:36:32,869 - Epoch: [71][ 1200/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.554646 +2023-11-23 09:37:27,503 - Epoch: [71][ 1300/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.554005 +2023-11-23 09:38:22,230 - Epoch: [71][ 1400/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.553522 +2023-11-23 09:39:16,958 - Epoch: [71][ 1500/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.553104 +2023-11-23 09:40:11,675 - Epoch: [71][ 1600/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.552731 +2023-11-23 09:41:06,407 - Epoch: [71][ 1700/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.552411 +2023-11-23 09:42:01,063 - Epoch: [71][ 1800/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.552084 +2023-11-23 09:42:55,650 - Epoch: [71][ 1900/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.551756 +2023-11-23 09:43:50,313 - Epoch: [71][ 2000/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.551498 +2023-11-23 09:44:45,019 - Epoch: [71][ 2100/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.551285 +2023-11-23 09:45:39,708 - Epoch: [71][ 2200/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.551084 +2023-11-23 09:46:34,296 - Epoch: [71][ 2300/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.550856 +2023-11-23 09:47:28,980 - Epoch: [71][ 2400/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.550687 +2023-11-23 09:48:23,681 - Epoch: [71][ 2500/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.550539 +2023-11-23 09:49:18,308 - Epoch: [71][ 2600/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.550374 +2023-11-23 09:50:12,956 - Epoch: [71][ 2700/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.550229 +2023-11-23 09:51:07,557 - Epoch: [71][ 2800/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.550077 +2023-11-23 09:52:02,191 - Epoch: [71][ 2900/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.549947 +2023-11-23 09:52:56,921 - Epoch: [71][ 3000/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.549857 +2023-11-23 09:53:51,659 - Epoch: [71][ 3100/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.549777 +2023-11-23 09:54:46,331 - Epoch: [71][ 3200/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.549680 +2023-11-23 09:55:40,954 - Epoch: [71][ 3300/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.549575 +2023-11-23 09:56:35,603 - Epoch: [71][ 3400/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.549483 +2023-11-23 09:57:30,194 - Epoch: [71][ 3500/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.549380 +2023-11-23 09:58:24,843 - Epoch: [71][ 3600/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.549299 +2023-11-23 09:59:19,447 - Epoch: [71][ 3700/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.549210 +2023-11-23 10:00:14,163 - Epoch: [71][ 3800/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.549155 +2023-11-23 10:01:08,829 - Epoch: [71][ 3900/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.549091 +2023-11-23 10:02:03,464 - Epoch: [71][ 4000/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.549021 +2023-11-23 10:02:58,068 - Epoch: [71][ 4100/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.548948 +2023-11-23 10:03:52,723 - Epoch: [71][ 4200/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.548890 +2023-11-23 10:04:47,467 - Epoch: [71][ 4300/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.548856 +2023-11-23 10:05:42,166 - Epoch: [71][ 4400/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.548813 +2023-11-23 10:06:36,748 - Epoch: [71][ 4500/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548745 +2023-11-23 10:07:31,407 - Epoch: [71][ 4600/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548698 +2023-11-23 10:08:26,045 - Epoch: [71][ 4700/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548648 +2023-11-23 10:09:20,833 - Epoch: [71][ 4800/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.548631 +2023-11-23 10:10:15,535 - Epoch: [71][ 4900/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.548598 +2023-11-23 10:11:10,197 - Epoch: [71][ 5000/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.548558 +2023-11-23 10:12:04,814 - Epoch: [71][ 5100/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548510 +2023-11-23 10:12:59,374 - Epoch: [71][ 5200/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548454 +2023-11-23 10:13:54,081 - Epoch: [71][ 5300/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548427 +2023-11-23 10:14:48,687 - Epoch: [71][ 5400/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548383 +2023-11-23 10:15:43,311 - Epoch: [71][ 5500/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548343 +2023-11-23 10:16:38,021 - Epoch: [71][ 5600/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548320 +2023-11-23 10:17:32,767 - Epoch: [71][ 5700/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548305 +2023-11-23 10:18:27,506 - Epoch: [71][ 5800/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548288 +2023-11-23 10:19:22,206 - Epoch: [71][ 5900/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548266 +2023-11-23 10:20:16,817 - Epoch: [71][ 6000/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548230 +2023-11-23 10:21:11,511 - Epoch: [71][ 6100/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548208 +2023-11-23 10:22:06,240 - Epoch: [71][ 6200/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548193 +2023-11-23 10:23:00,811 - Epoch: [71][ 6300/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548153 +2023-11-23 10:23:55,320 - Epoch: [71][ 6400/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.548105 +2023-11-23 10:24:49,888 - Epoch: [71][ 6500/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548067 +2023-11-23 10:25:44,520 - Epoch: [71][ 6600/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548040 +2023-11-23 10:26:39,162 - Epoch: [71][ 6700/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548015 +2023-11-23 10:27:33,761 - Epoch: [71][ 6800/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547985 +2023-11-23 10:28:28,438 - Epoch: [71][ 6900/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.547967 +2023-11-23 10:29:23,113 - Epoch: [71][ 7000/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547949 +2023-11-23 10:30:17,757 - Epoch: [71][ 7100/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547927 +2023-11-23 10:31:12,401 - Epoch: [71][ 7200/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547906 +2023-11-23 10:32:07,052 - Epoch: [71][ 7300/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.547887 +2023-11-23 10:33:01,743 - Epoch: [71][ 7400/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547873 +2023-11-23 10:33:56,347 - Epoch: [71][ 7500/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.547848 +2023-11-23 10:34:51,027 - Epoch: [71][ 7600/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547834 +2023-11-23 10:35:45,704 - Epoch: [71][ 7700/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547820 +2023-11-23 10:36:40,338 - Epoch: [71][ 7800/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547801 +2023-11-23 10:37:34,997 - Epoch: [71][ 7900/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547785 +2023-11-23 10:38:29,608 - Epoch: [71][ 8000/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547764 +2023-11-23 10:39:24,236 - Epoch: [71][ 8100/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547745 +2023-11-23 10:40:18,821 - Epoch: [71][ 8200/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547721 +2023-11-23 10:41:13,504 - Epoch: [71][ 8300/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547710 +2023-11-23 10:42:08,162 - Epoch: [71][ 8400/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547696 +2023-11-23 10:43:02,746 - Epoch: [71][ 8500/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547674 +2023-11-23 10:43:57,491 - Epoch: [71][ 8600/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547671 +2023-11-23 10:44:52,238 - Epoch: [71][ 8700/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547669 +2023-11-23 10:45:46,857 - Epoch: [71][ 8800/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547652 +2023-11-23 10:46:41,712 - Epoch: [71][ 8900/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547661 +2023-11-23 10:47:36,375 - Epoch: [71][ 9000/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547649 +2023-11-23 10:48:31,020 - Epoch: [71][ 9100/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547636 +2023-11-23 10:49:25,726 - Epoch: [71][ 9200/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547629 +2023-11-23 10:50:20,317 - Epoch: [71][ 9300/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547611 +2023-11-23 10:51:15,065 - Epoch: [71][ 9400/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547609 +2023-11-23 10:52:09,721 - Epoch: [71][ 9500/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547597 +2023-11-23 10:53:04,443 - Epoch: [71][ 9600/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547593 +2023-11-23 10:53:59,080 - Epoch: [71][ 9700/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547580 +2023-11-23 10:54:53,754 - Epoch: [71][ 9800/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547571 +2023-11-23 10:55:48,372 - Epoch: [71][ 9900/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547557 +2023-11-23 10:56:42,976 - Epoch: [71][10000/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547542 +2023-11-23 10:57:37,689 - Epoch: [71][10100/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547537 +2023-11-23 10:58:32,325 - Epoch: [71][10200/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547525 +2023-11-23 10:59:26,991 - Epoch: [71][10300/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547517 +2023-11-23 11:00:21,597 - Epoch: [71][10400/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547502 +2023-11-23 11:01:16,207 - Epoch: [71][10500/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547489 +2023-11-23 11:02:10,930 - Epoch: [71][10600/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547486 +2023-11-23 11:03:05,591 - Epoch: [71][10700/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.547478 +2023-11-23 11:04:00,305 - Epoch: [71][10800/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547474 +2023-11-23 11:04:54,904 - Epoch: [71][10900/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547460 +2023-11-23 11:05:49,547 - Epoch: [71][11000/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547451 +2023-11-23 11:06:44,226 - Epoch: [71][11100/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.547444 +2023-11-23 11:07:38,882 - Epoch: [71][11200/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547436 +2023-11-23 11:08:33,544 - Epoch: [71][11300/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.547429 +2023-11-23 11:09:28,206 - Epoch: [71][11400/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547421 +2023-11-23 11:10:22,834 - Epoch: [71][11500/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547411 +2023-11-23 11:11:17,511 - Epoch: [71][11600/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547405 +2023-11-23 11:12:12,150 - Epoch: [71][11700/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547396 +2023-11-23 11:13:06,835 - Epoch: [71][11800/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.547392 +2023-11-23 11:14:01,412 - Epoch: [71][11900/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547378 +2023-11-23 11:14:56,068 - Epoch: [71][12000/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547371 +2023-11-23 11:15:50,849 - Epoch: [71][12100/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547374 +2023-11-23 11:16:27,748 - Epoch: [71][12168/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.547347 +2023-11-23 11:16:28,149 - --- validate (epoch=71)----------- +2023-11-23 11:16:28,149 - 167951 samples (256 per mini-batch) +2023-11-23 11:17:18,643 - Epoch: [71][ 100/ 657] Loss 0.000000 Overall Loss 0.013684 +2023-11-23 11:18:07,311 - Epoch: [71][ 200/ 657] Loss 0.000000 Overall Loss 0.013690 +2023-11-23 11:18:56,019 - Epoch: [71][ 300/ 657] Loss 0.000000 Overall Loss 0.013693 +2023-11-23 11:19:44,697 - Epoch: [71][ 400/ 657] Loss 0.000000 Overall Loss 0.013687 +2023-11-23 11:20:33,367 - Epoch: [71][ 500/ 657] Loss 0.000000 Overall Loss 0.013699 +2023-11-23 11:21:22,035 - Epoch: [71][ 600/ 657] Loss 0.000000 Overall Loss 0.013703 +2023-11-23 11:21:49,321 - Epoch: [71][ 657/ 657] Loss 0.000000 Overall Loss 0.013705 +2023-11-23 11:21:49,544 - ==> Overall Loss: 0.014 + +2023-11-23 11:21:49,545 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 11:21:49,545 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 11:21:49,567 - + +2023-11-23 11:21:49,567 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 11:22:52,402 - Epoch: [72][ 100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.628311 +2023-11-23 11:23:47,010 - Epoch: [72][ 200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.587180 +2023-11-23 11:24:41,631 - Epoch: [72][ 300/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.573514 +2023-11-23 11:25:36,190 - Epoch: [72][ 400/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.566525 +2023-11-23 11:26:30,840 - Epoch: [72][ 500/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.562515 +2023-11-23 11:27:25,466 - Epoch: [72][ 600/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.559800 +2023-11-23 11:28:20,011 - Epoch: [72][ 700/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.557746 +2023-11-23 11:29:14,583 - Epoch: [72][ 800/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.556239 +2023-11-23 11:30:09,142 - Epoch: [72][ 900/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.555053 +2023-11-23 11:31:03,768 - Epoch: [72][ 1000/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.554171 +2023-11-23 11:31:58,354 - Epoch: [72][ 1100/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.553413 +2023-11-23 11:32:52,972 - Epoch: [72][ 1200/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.552808 +2023-11-23 11:33:47,610 - Epoch: [72][ 1300/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.552310 +2023-11-23 11:34:42,240 - Epoch: [72][ 1400/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.551879 +2023-11-23 11:35:36,921 - Epoch: [72][ 1500/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.551539 +2023-11-23 11:36:31,506 - Epoch: [72][ 1600/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.551181 +2023-11-23 11:37:26,096 - Epoch: [72][ 1700/12168] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.000063 Time 0.550869 +2023-11-23 11:38:20,718 - Epoch: [72][ 1800/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.550609 +2023-11-23 11:39:15,331 - Epoch: [72][ 1900/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.550372 +2023-11-23 11:40:09,944 - Epoch: [72][ 2000/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.550158 +2023-11-23 11:41:04,557 - Epoch: [72][ 2100/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.549965 +2023-11-23 11:41:59,203 - Epoch: [72][ 2200/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.549804 +2023-11-23 11:42:53,846 - Epoch: [72][ 2300/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.549656 +2023-11-23 11:43:48,517 - Epoch: [72][ 2400/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.549532 +2023-11-23 11:44:43,149 - Epoch: [72][ 2500/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.549403 +2023-11-23 11:45:37,672 - Epoch: [72][ 2600/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.549241 +2023-11-23 11:46:32,387 - Epoch: [72][ 2700/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.549162 +2023-11-23 11:47:27,065 - Epoch: [72][ 2800/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.549076 +2023-11-23 11:48:21,651 - Epoch: [72][ 2900/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.548965 +2023-11-23 11:49:16,312 - Epoch: [72][ 3000/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.548885 +2023-11-23 11:50:11,073 - Epoch: [72][ 3100/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.548843 +2023-11-23 11:51:05,847 - Epoch: [72][ 3200/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.548807 +2023-11-23 11:52:00,494 - Epoch: [72][ 3300/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.548735 +2023-11-23 11:52:55,151 - Epoch: [72][ 3400/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.548671 +2023-11-23 11:53:49,772 - Epoch: [72][ 3500/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.548600 +2023-11-23 11:54:44,396 - Epoch: [72][ 3600/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.548533 +2023-11-23 11:55:39,051 - Epoch: [72][ 3700/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.548479 +2023-11-23 11:56:33,669 - Epoch: [72][ 3800/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.548417 +2023-11-23 11:57:28,267 - Epoch: [72][ 3900/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.548354 +2023-11-23 11:58:22,934 - Epoch: [72][ 4000/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.548311 +2023-11-23 11:59:17,503 - Epoch: [72][ 4100/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.548247 +2023-11-23 12:00:12,213 - Epoch: [72][ 4200/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.548219 +2023-11-23 12:01:06,905 - Epoch: [72][ 4300/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.548187 +2023-11-23 12:02:01,529 - Epoch: [72][ 4400/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548142 +2023-11-23 12:02:56,138 - Epoch: [72][ 4500/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548096 +2023-11-23 12:03:50,820 - Epoch: [72][ 4600/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548068 +2023-11-23 12:04:45,523 - Epoch: [72][ 4700/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548045 +2023-11-23 12:05:40,182 - Epoch: [72][ 4800/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.548014 +2023-11-23 12:06:34,781 - Epoch: [72][ 4900/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547972 +2023-11-23 12:07:29,346 - Epoch: [72][ 5000/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547925 +2023-11-23 12:08:24,052 - Epoch: [72][ 5100/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547907 +2023-11-23 12:09:18,708 - Epoch: [72][ 5200/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547881 +2023-11-23 12:10:13,304 - Epoch: [72][ 5300/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547844 +2023-11-23 12:11:07,890 - Epoch: [72][ 5400/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547807 +2023-11-23 12:12:02,484 - Epoch: [72][ 5500/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547772 +2023-11-23 12:12:57,071 - Epoch: [72][ 5600/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547738 +2023-11-23 12:13:51,631 - Epoch: [72][ 5700/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547700 +2023-11-23 12:14:46,235 - Epoch: [72][ 5800/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547671 +2023-11-23 12:15:40,789 - Epoch: [72][ 5900/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547634 +2023-11-23 12:16:35,367 - Epoch: [72][ 6000/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547603 +2023-11-23 12:17:30,027 - Epoch: [72][ 6100/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547586 +2023-11-23 12:18:24,702 - Epoch: [72][ 6200/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547572 +2023-11-23 12:19:19,331 - Epoch: [72][ 6300/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547551 +2023-11-23 12:20:14,037 - Epoch: [72][ 6400/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547543 +2023-11-23 12:21:08,656 - Epoch: [72][ 6500/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547521 +2023-11-23 12:22:03,267 - Epoch: [72][ 6600/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547500 +2023-11-23 12:22:57,922 - Epoch: [72][ 6700/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547485 +2023-11-23 12:23:52,448 - Epoch: [72][ 6800/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547452 +2023-11-23 12:24:47,041 - Epoch: [72][ 6900/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547429 +2023-11-23 12:25:41,681 - Epoch: [72][ 7000/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547414 +2023-11-23 12:26:36,319 - Epoch: [72][ 7100/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.547399 +2023-11-23 12:27:30,873 - Epoch: [72][ 7200/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547373 +2023-11-23 12:28:25,441 - Epoch: [72][ 7300/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547349 +2023-11-23 12:29:20,033 - Epoch: [72][ 7400/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547330 +2023-11-23 12:30:14,656 - Epoch: [72][ 7500/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547314 +2023-11-23 12:31:09,265 - Epoch: [72][ 7600/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547298 +2023-11-23 12:32:03,852 - Epoch: [72][ 7700/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547279 +2023-11-23 12:32:58,493 - Epoch: [72][ 7800/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547268 +2023-11-23 12:33:53,191 - Epoch: [72][ 7900/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547263 +2023-11-23 12:34:47,817 - Epoch: [72][ 8000/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547251 +2023-11-23 12:35:42,347 - Epoch: [72][ 8100/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547226 +2023-11-23 12:36:36,989 - Epoch: [72][ 8200/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547216 +2023-11-23 12:37:31,662 - Epoch: [72][ 8300/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547210 +2023-11-23 12:38:26,198 - Epoch: [72][ 8400/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547187 +2023-11-23 12:39:20,680 - Epoch: [72][ 8500/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547159 +2023-11-23 12:40:15,309 - Epoch: [72][ 8600/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547149 +2023-11-23 12:41:09,896 - Epoch: [72][ 8700/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547134 +2023-11-23 12:42:04,436 - Epoch: [72][ 8800/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547113 +2023-11-23 12:42:59,016 - Epoch: [72][ 8900/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547098 +2023-11-23 12:43:53,668 - Epoch: [72][ 9000/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547092 +2023-11-23 12:44:48,197 - Epoch: [72][ 9100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547072 +2023-11-23 12:45:42,794 - Epoch: [72][ 9200/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.547059 +2023-11-23 12:46:37,399 - Epoch: [72][ 9300/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547048 +2023-11-23 12:47:32,043 - Epoch: [72][ 9400/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547041 +2023-11-23 12:48:26,659 - Epoch: [72][ 9500/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547032 +2023-11-23 12:49:21,195 - Epoch: [72][ 9600/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547014 +2023-11-23 12:50:15,828 - Epoch: [72][ 9700/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547007 +2023-11-23 12:51:10,473 - Epoch: [72][ 9800/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.547001 +2023-11-23 12:52:05,105 - Epoch: [72][ 9900/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.546993 +2023-11-23 12:52:59,754 - Epoch: [72][10000/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.546988 +2023-11-23 12:53:54,410 - Epoch: [72][10100/12168] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.000063 Time 0.546983 +2023-11-23 12:54:49,128 - Epoch: [72][10200/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.546985 +2023-11-23 12:55:43,721 - Epoch: [72][10300/12168] Overall Loss 0.013097 Objective Loss 0.000000 Distill Loss 0.013097 LR 0.000063 Time 0.546975 +2023-11-23 12:56:38,281 - Epoch: [72][10400/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.546961 +2023-11-23 12:57:32,850 - Epoch: [72][10500/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.546949 +2023-11-23 12:58:27,464 - Epoch: [72][10600/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.546941 +2023-11-23 12:59:22,115 - Epoch: [72][10700/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.546936 +2023-11-23 13:00:16,794 - Epoch: [72][10800/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.546935 +2023-11-23 13:01:11,456 - Epoch: [72][10900/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.546932 +2023-11-23 13:02:06,131 - Epoch: [72][11000/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.546930 +2023-11-23 13:03:00,835 - Epoch: [72][11100/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.546930 +2023-11-23 13:03:55,504 - Epoch: [72][11200/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.546928 +2023-11-23 13:04:50,164 - Epoch: [72][11300/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.546925 +2023-11-23 13:05:44,897 - Epoch: [72][11400/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.546928 +2023-11-23 13:06:39,466 - Epoch: [72][11500/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.546917 +2023-11-23 13:07:34,011 - Epoch: [72][11600/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.546904 +2023-11-23 13:08:28,668 - Epoch: [72][11700/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.546901 +2023-11-23 13:09:23,296 - Epoch: [72][11800/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.546896 +2023-11-23 13:10:17,995 - Epoch: [72][11900/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.546896 +2023-11-23 13:11:12,650 - Epoch: [72][12000/12168] Overall Loss 0.013100 Objective Loss 0.000000 Distill Loss 0.013100 LR 0.000063 Time 0.546893 +2023-11-23 13:12:07,306 - Epoch: [72][12100/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.546890 +2023-11-23 13:12:44,252 - Epoch: [72][12168/12168] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.000063 Time 0.546870 +2023-11-23 13:12:44,649 - --- validate (epoch=72)----------- +2023-11-23 13:12:44,650 - 167951 samples (256 per mini-batch) +2023-11-23 13:13:35,328 - Epoch: [72][ 100/ 657] Loss 0.000000 Overall Loss 0.013809 +2023-11-23 13:14:24,008 - Epoch: [72][ 200/ 657] Loss 0.000000 Overall Loss 0.013784 +2023-11-23 13:15:12,685 - Epoch: [72][ 300/ 657] Loss 0.000000 Overall Loss 0.013792 +2023-11-23 13:16:01,372 - Epoch: [72][ 400/ 657] Loss 0.000000 Overall Loss 0.013796 +2023-11-23 13:16:50,022 - Epoch: [72][ 500/ 657] Loss 0.000000 Overall Loss 0.013793 +2023-11-23 13:17:38,662 - Epoch: [72][ 600/ 657] Loss 0.000000 Overall Loss 0.013783 +2023-11-23 13:18:05,966 - Epoch: [72][ 657/ 657] Loss 0.000000 Overall Loss 0.013789 +2023-11-23 13:18:06,176 - ==> Overall Loss: 0.014 + +2023-11-23 13:18:06,179 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 13:18:06,179 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 13:18:06,200 - + +2023-11-23 13:18:06,200 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 13:19:11,001 - Epoch: [73][ 100/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.647971 +2023-11-23 13:20:05,622 - Epoch: [73][ 200/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.597073 +2023-11-23 13:21:00,253 - Epoch: [73][ 300/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.580145 +2023-11-23 13:21:54,754 - Epoch: [73][ 400/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.571353 +2023-11-23 13:22:49,492 - Epoch: [73][ 500/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.566553 +2023-11-23 13:23:44,028 - Epoch: [73][ 600/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.563015 +2023-11-23 13:24:38,655 - Epoch: [73][ 700/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.560618 +2023-11-23 13:25:33,329 - Epoch: [73][ 800/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.558879 +2023-11-23 13:26:27,897 - Epoch: [73][ 900/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.557410 +2023-11-23 13:27:22,526 - Epoch: [73][ 1000/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.556295 +2023-11-23 13:28:17,136 - Epoch: [73][ 1100/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.555365 +2023-11-23 13:29:11,720 - Epoch: [73][ 1200/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.554569 +2023-11-23 13:30:06,406 - Epoch: [73][ 1300/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.553974 +2023-11-23 13:31:01,000 - Epoch: [73][ 1400/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.553397 +2023-11-23 13:31:55,597 - Epoch: [73][ 1500/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.552900 +2023-11-23 13:32:50,166 - Epoch: [73][ 1600/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.552448 +2023-11-23 13:33:44,806 - Epoch: [73][ 1700/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.552090 +2023-11-23 13:34:39,376 - Epoch: [73][ 1800/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.551734 +2023-11-23 13:35:34,000 - Epoch: [73][ 1900/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.551443 +2023-11-23 13:36:28,588 - Epoch: [73][ 2000/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.551164 +2023-11-23 13:37:23,286 - Epoch: [73][ 2100/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.550963 +2023-11-23 13:38:17,935 - Epoch: [73][ 2200/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.550758 +2023-11-23 13:39:12,583 - Epoch: [73][ 2300/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.550571 +2023-11-23 13:40:07,154 - Epoch: [73][ 2400/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.550367 +2023-11-23 13:41:01,723 - Epoch: [73][ 2500/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.550178 +2023-11-23 13:41:56,323 - Epoch: [73][ 2600/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.550017 +2023-11-23 13:42:50,819 - Epoch: [73][ 2700/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.549828 +2023-11-23 13:43:45,415 - Epoch: [73][ 2800/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.549689 +2023-11-23 13:44:40,153 - Epoch: [73][ 2900/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.549608 +2023-11-23 13:45:34,820 - Epoch: [73][ 3000/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.549510 +2023-11-23 13:46:29,376 - Epoch: [73][ 3100/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549381 +2023-11-23 13:47:23,971 - Epoch: [73][ 3200/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549273 +2023-11-23 13:48:18,528 - Epoch: [73][ 3300/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.549160 +2023-11-23 13:49:13,114 - Epoch: [73][ 3400/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549062 +2023-11-23 13:50:07,761 - Epoch: [73][ 3500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548987 +2023-11-23 13:51:02,383 - Epoch: [73][ 3600/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548909 +2023-11-23 13:51:56,983 - Epoch: [73][ 3700/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548830 +2023-11-23 13:52:51,526 - Epoch: [73][ 3800/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548739 +2023-11-23 13:53:46,077 - Epoch: [73][ 3900/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548656 +2023-11-23 13:54:40,698 - Epoch: [73][ 4000/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548594 +2023-11-23 13:55:35,272 - Epoch: [73][ 4100/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548524 +2023-11-23 13:56:29,986 - Epoch: [73][ 4200/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548490 +2023-11-23 13:57:24,587 - Epoch: [73][ 4300/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548432 +2023-11-23 13:58:19,150 - Epoch: [73][ 4400/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548367 +2023-11-23 13:59:13,744 - Epoch: [73][ 4500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548313 +2023-11-23 14:00:08,306 - Epoch: [73][ 4600/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548253 +2023-11-23 14:01:02,968 - Epoch: [73][ 4700/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548218 +2023-11-23 14:01:57,569 - Epoch: [73][ 4800/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548172 +2023-11-23 14:02:52,262 - Epoch: [73][ 4900/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548146 +2023-11-23 14:03:46,872 - Epoch: [73][ 5000/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.548104 +2023-11-23 14:04:41,548 - Epoch: [73][ 5100/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548077 +2023-11-23 14:05:36,282 - Epoch: [73][ 5200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548062 +2023-11-23 14:06:30,888 - Epoch: [73][ 5300/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548024 +2023-11-23 14:07:25,516 - Epoch: [73][ 5400/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.547991 +2023-11-23 14:08:20,263 - Epoch: [73][ 5500/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.547981 +2023-11-23 14:09:14,917 - Epoch: [73][ 5600/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.547955 +2023-11-23 14:10:09,593 - Epoch: [73][ 5700/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.547933 +2023-11-23 14:11:04,241 - Epoch: [73][ 5800/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.547908 +2023-11-23 14:11:58,814 - Epoch: [73][ 5900/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547870 +2023-11-23 14:12:53,381 - Epoch: [73][ 6000/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547833 +2023-11-23 14:13:47,978 - Epoch: [73][ 6100/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547802 +2023-11-23 14:14:42,581 - Epoch: [73][ 6200/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547773 +2023-11-23 14:15:37,122 - Epoch: [73][ 6300/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547735 +2023-11-23 14:16:31,659 - Epoch: [73][ 6400/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547697 +2023-11-23 14:17:26,272 - Epoch: [73][ 6500/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547673 +2023-11-23 14:18:20,769 - Epoch: [73][ 6600/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547631 +2023-11-23 14:19:15,358 - Epoch: [73][ 6700/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547605 +2023-11-23 14:20:10,051 - Epoch: [73][ 6800/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547595 +2023-11-23 14:21:04,566 - Epoch: [73][ 6900/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547559 +2023-11-23 14:21:59,143 - Epoch: [73][ 7000/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547533 +2023-11-23 14:22:53,679 - Epoch: [73][ 7100/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.547502 +2023-11-23 14:23:48,237 - Epoch: [73][ 7200/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547475 +2023-11-23 14:24:42,775 - Epoch: [73][ 7300/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547445 +2023-11-23 14:25:37,367 - Epoch: [73][ 7400/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547424 +2023-11-23 14:26:31,924 - Epoch: [73][ 7500/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.547399 +2023-11-23 14:27:26,505 - Epoch: [73][ 7600/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547378 +2023-11-23 14:28:21,080 - Epoch: [73][ 7700/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547356 +2023-11-23 14:29:15,699 - Epoch: [73][ 7800/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547341 +2023-11-23 14:30:10,236 - Epoch: [73][ 7900/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547316 +2023-11-23 14:31:04,795 - Epoch: [73][ 8000/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.547294 +2023-11-23 14:31:59,409 - Epoch: [73][ 8100/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.547279 +2023-11-23 14:32:54,062 - Epoch: [73][ 8200/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547270 +2023-11-23 14:33:48,734 - Epoch: [73][ 8300/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547263 +2023-11-23 14:34:43,290 - Epoch: [73][ 8400/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547242 +2023-11-23 14:35:37,880 - Epoch: [73][ 8500/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.547226 +2023-11-23 14:36:32,441 - Epoch: [73][ 8600/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547207 +2023-11-23 14:37:27,147 - Epoch: [73][ 8700/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547205 +2023-11-23 14:38:21,740 - Epoch: [73][ 8800/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547190 +2023-11-23 14:39:16,223 - Epoch: [73][ 8900/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547163 +2023-11-23 14:40:10,863 - Epoch: [73][ 9000/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547154 +2023-11-23 14:41:05,543 - Epoch: [73][ 9100/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547150 +2023-11-23 14:42:00,111 - Epoch: [73][ 9200/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547134 +2023-11-23 14:42:54,712 - Epoch: [73][ 9300/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547121 +2023-11-23 14:43:49,358 - Epoch: [73][ 9400/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547114 +2023-11-23 14:44:43,957 - Epoch: [73][ 9500/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547102 +2023-11-23 14:45:38,583 - Epoch: [73][ 9600/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547093 +2023-11-23 14:46:33,111 - Epoch: [73][ 9700/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547074 +2023-11-23 14:47:27,742 - Epoch: [73][ 9800/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547066 +2023-11-23 14:48:22,381 - Epoch: [73][ 9900/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.547058 +2023-11-23 14:49:17,051 - Epoch: [73][10000/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547055 +2023-11-23 14:50:11,709 - Epoch: [73][10100/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547050 +2023-11-23 14:51:06,399 - Epoch: [73][10200/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547048 +2023-11-23 14:52:01,010 - Epoch: [73][10300/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547038 +2023-11-23 14:52:55,641 - Epoch: [73][10400/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.547031 +2023-11-23 14:53:50,261 - Epoch: [73][10500/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.547023 +2023-11-23 14:54:44,894 - Epoch: [73][10600/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547016 +2023-11-23 14:55:39,663 - Epoch: [73][10700/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547022 +2023-11-23 14:56:34,285 - Epoch: [73][10800/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547014 +2023-11-23 14:57:28,889 - Epoch: [73][10900/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.547005 +2023-11-23 14:58:23,504 - Epoch: [73][11000/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.546997 +2023-11-23 14:59:18,094 - Epoch: [73][11100/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.546987 +2023-11-23 15:00:12,666 - Epoch: [73][11200/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546975 +2023-11-23 15:01:07,437 - Epoch: [73][11300/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546982 +2023-11-23 15:02:02,161 - Epoch: [73][11400/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546984 +2023-11-23 15:02:56,829 - Epoch: [73][11500/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546981 +2023-11-23 15:03:51,571 - Epoch: [73][11600/12168] Overall Loss 0.013093 Objective Loss 0.000000 Distill Loss 0.013093 LR 0.000063 Time 0.546984 +2023-11-23 15:04:46,266 - Epoch: [73][11700/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546984 +2023-11-23 15:05:40,994 - Epoch: [73][11800/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546986 +2023-11-23 15:06:35,678 - Epoch: [73][11900/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546984 +2023-11-23 15:07:30,276 - Epoch: [73][12000/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546976 +2023-11-23 15:08:24,899 - Epoch: [73][12100/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546969 +2023-11-23 15:09:01,874 - Epoch: [73][12168/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.546951 +2023-11-23 15:09:02,269 - --- validate (epoch=73)----------- +2023-11-23 15:09:02,269 - 167951 samples (256 per mini-batch) +2023-11-23 15:09:53,527 - Epoch: [73][ 100/ 657] Loss 0.000000 Overall Loss 0.013762 +2023-11-23 15:10:42,200 - Epoch: [73][ 200/ 657] Loss 0.000000 Overall Loss 0.013762 +2023-11-23 15:11:30,859 - Epoch: [73][ 300/ 657] Loss 0.000000 Overall Loss 0.013761 +2023-11-23 15:12:19,495 - Epoch: [73][ 400/ 657] Loss 0.000000 Overall Loss 0.013762 +2023-11-23 15:13:08,166 - Epoch: [73][ 500/ 657] Loss 0.000000 Overall Loss 0.013757 +2023-11-23 15:13:56,819 - Epoch: [73][ 600/ 657] Loss 0.000000 Overall Loss 0.013757 +2023-11-23 15:14:24,100 - Epoch: [73][ 657/ 657] Loss 0.000000 Overall Loss 0.013760 +2023-11-23 15:14:24,310 - ==> Overall Loss: 0.014 + +2023-11-23 15:14:24,312 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 15:14:24,312 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 15:14:24,333 - + +2023-11-23 15:14:24,334 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 15:15:27,868 - Epoch: [74][ 100/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.635310 +2023-11-23 15:16:22,471 - Epoch: [74][ 200/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.590653 +2023-11-23 15:17:17,103 - Epoch: [74][ 300/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.575863 +2023-11-23 15:18:11,681 - Epoch: [74][ 400/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.568336 +2023-11-23 15:19:06,321 - Epoch: [74][ 500/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.563943 +2023-11-23 15:20:00,839 - Epoch: [74][ 600/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.560811 +2023-11-23 15:20:55,400 - Epoch: [74][ 700/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.558634 +2023-11-23 15:21:50,063 - Epoch: [74][ 800/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.557130 +2023-11-23 15:22:44,613 - Epoch: [74][ 900/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.555835 +2023-11-23 15:23:39,266 - Epoch: [74][ 1000/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.554900 +2023-11-23 15:24:33,948 - Epoch: [74][ 1100/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.554163 +2023-11-23 15:25:28,492 - Epoch: [74][ 1200/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.553434 +2023-11-23 15:26:23,032 - Epoch: [74][ 1300/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.552813 +2023-11-23 15:27:17,658 - Epoch: [74][ 1400/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.552343 +2023-11-23 15:28:12,318 - Epoch: [74][ 1500/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.551958 +2023-11-23 15:29:06,921 - Epoch: [74][ 1600/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.551586 +2023-11-23 15:30:01,516 - Epoch: [74][ 1700/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.551252 +2023-11-23 15:30:56,177 - Epoch: [74][ 1800/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.550993 +2023-11-23 15:31:50,857 - Epoch: [74][ 1900/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.550770 +2023-11-23 15:32:45,487 - Epoch: [74][ 2000/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.550545 +2023-11-23 15:33:40,135 - Epoch: [74][ 2100/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.550350 +2023-11-23 15:34:34,816 - Epoch: [74][ 2200/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.550188 +2023-11-23 15:35:29,549 - Epoch: [74][ 2300/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.550062 +2023-11-23 15:36:24,087 - Epoch: [74][ 2400/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.549866 +2023-11-23 15:37:18,690 - Epoch: [74][ 2500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549711 +2023-11-23 15:38:13,333 - Epoch: [74][ 2600/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549584 +2023-11-23 15:39:07,977 - Epoch: [74][ 2700/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549466 +2023-11-23 15:40:02,616 - Epoch: [74][ 2800/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549355 +2023-11-23 15:40:57,203 - Epoch: [74][ 2900/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.549234 +2023-11-23 15:41:51,821 - Epoch: [74][ 3000/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.549131 +2023-11-23 15:42:46,480 - Epoch: [74][ 3100/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549048 +2023-11-23 15:43:41,110 - Epoch: [74][ 3200/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548961 +2023-11-23 15:44:35,694 - Epoch: [74][ 3300/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548866 +2023-11-23 15:45:30,316 - Epoch: [74][ 3400/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548787 +2023-11-23 15:46:24,925 - Epoch: [74][ 3500/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548709 +2023-11-23 15:47:19,538 - Epoch: [74][ 3600/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548636 +2023-11-23 15:48:14,169 - Epoch: [74][ 3700/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548573 +2023-11-23 15:49:08,774 - Epoch: [74][ 3800/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548506 +2023-11-23 15:50:03,323 - Epoch: [74][ 3900/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548427 +2023-11-23 15:50:57,904 - Epoch: [74][ 4000/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.548361 +2023-11-23 15:51:52,529 - Epoch: [74][ 4100/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548309 +2023-11-23 15:52:47,361 - Epoch: [74][ 4200/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548308 +2023-11-23 15:53:42,181 - Epoch: [74][ 4300/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548305 +2023-11-23 15:54:36,892 - Epoch: [74][ 4400/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548278 +2023-11-23 15:55:32,125 - Epoch: [74][ 4500/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548367 +2023-11-23 15:56:27,467 - Epoch: [74][ 4600/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548476 +2023-11-23 15:57:22,933 - Epoch: [74][ 4700/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548607 +2023-11-23 15:58:18,011 - Epoch: [74][ 4800/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.548651 +2023-11-23 15:59:12,782 - Epoch: [74][ 4900/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.548631 +2023-11-23 16:00:07,519 - Epoch: [74][ 5000/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.548605 +2023-11-23 16:01:02,218 - Epoch: [74][ 5100/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548573 +2023-11-23 16:01:57,103 - Epoch: [74][ 5200/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548578 +2023-11-23 16:02:51,840 - Epoch: [74][ 5300/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548554 +2023-11-23 16:03:46,625 - Epoch: [74][ 5400/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548541 +2023-11-23 16:04:41,311 - Epoch: [74][ 5500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548510 +2023-11-23 16:05:36,278 - Epoch: [74][ 5600/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548530 +2023-11-23 16:06:31,174 - Epoch: [74][ 5700/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548537 +2023-11-23 16:07:25,992 - Epoch: [74][ 5800/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548530 +2023-11-23 16:08:20,812 - Epoch: [74][ 5900/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548524 +2023-11-23 16:09:15,691 - Epoch: [74][ 6000/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548528 +2023-11-23 16:10:10,511 - Epoch: [74][ 6100/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548522 +2023-11-23 16:11:05,314 - Epoch: [74][ 6200/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548514 +2023-11-23 16:12:00,106 - Epoch: [74][ 6300/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548504 +2023-11-23 16:12:55,114 - Epoch: [74][ 6400/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548528 +2023-11-23 16:13:49,863 - Epoch: [74][ 6500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548511 +2023-11-23 16:14:44,893 - Epoch: [74][ 6600/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548538 +2023-11-23 16:15:39,665 - Epoch: [74][ 6700/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548525 +2023-11-23 16:16:34,502 - Epoch: [74][ 6800/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548522 +2023-11-23 16:17:29,297 - Epoch: [74][ 6900/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548514 +2023-11-23 16:18:24,191 - Epoch: [74][ 7000/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548519 +2023-11-23 16:19:19,077 - Epoch: [74][ 7100/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548524 +2023-11-23 16:20:13,903 - Epoch: [74][ 7200/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548519 +2023-11-23 16:21:08,806 - Epoch: [74][ 7300/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548526 +2023-11-23 16:22:03,750 - Epoch: [74][ 7400/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548538 +2023-11-23 16:22:58,686 - Epoch: [74][ 7500/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.548548 +2023-11-23 16:23:53,896 - Epoch: [74][ 7600/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.548595 +2023-11-23 16:24:48,952 - Epoch: [74][ 7700/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.548620 +2023-11-23 16:25:43,952 - Epoch: [74][ 7800/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548637 +2023-11-23 16:26:38,880 - Epoch: [74][ 7900/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548645 +2023-11-23 16:27:33,832 - Epoch: [74][ 8000/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548655 +2023-11-23 16:28:28,789 - Epoch: [74][ 8100/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548666 +2023-11-23 16:29:23,677 - Epoch: [74][ 8200/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548668 +2023-11-23 16:30:18,634 - Epoch: [74][ 8300/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548679 +2023-11-23 16:31:13,527 - Epoch: [74][ 8400/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548681 +2023-11-23 16:32:08,545 - Epoch: [74][ 8500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548699 +2023-11-23 16:33:03,488 - Epoch: [74][ 8600/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548707 +2023-11-23 16:33:58,661 - Epoch: [74][ 8700/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548741 +2023-11-23 16:34:53,697 - Epoch: [74][ 8800/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548759 +2023-11-23 16:35:48,604 - Epoch: [74][ 8900/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548762 +2023-11-23 16:36:43,817 - Epoch: [74][ 9000/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.548799 +2023-11-23 16:37:38,677 - Epoch: [74][ 9100/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.548797 +2023-11-23 16:38:33,583 - Epoch: [74][ 9200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548799 +2023-11-23 16:39:28,509 - Epoch: [74][ 9300/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548804 +2023-11-23 16:40:23,401 - Epoch: [74][ 9400/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548805 +2023-11-23 16:41:18,127 - Epoch: [74][ 9500/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548788 +2023-11-23 16:42:12,963 - Epoch: [74][ 9600/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548783 +2023-11-23 16:43:07,864 - Epoch: [74][ 9700/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548785 +2023-11-23 16:44:02,706 - Epoch: [74][ 9800/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548781 +2023-11-23 16:44:57,557 - Epoch: [74][ 9900/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548778 +2023-11-23 16:45:52,353 - Epoch: [74][10000/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548770 +2023-11-23 16:46:47,287 - Epoch: [74][10100/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548775 +2023-11-23 16:47:42,134 - Epoch: [74][10200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548772 +2023-11-23 16:48:37,084 - Epoch: [74][10300/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548778 +2023-11-23 16:49:32,002 - Epoch: [74][10400/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548782 +2023-11-23 16:50:26,871 - Epoch: [74][10500/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548781 +2023-11-23 16:51:21,768 - Epoch: [74][10600/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548782 +2023-11-23 16:52:16,487 - Epoch: [74][10700/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548767 +2023-11-23 16:53:11,384 - Epoch: [74][10800/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548769 +2023-11-23 16:54:06,230 - Epoch: [74][10900/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548765 +2023-11-23 16:55:01,010 - Epoch: [74][11000/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548756 +2023-11-23 16:55:55,772 - Epoch: [74][11100/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548746 +2023-11-23 16:56:50,862 - Epoch: [74][11200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548765 +2023-11-23 16:57:45,558 - Epoch: [74][11300/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548749 +2023-11-23 16:58:40,238 - Epoch: [74][11400/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548731 +2023-11-23 16:59:35,059 - Epoch: [74][11500/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548726 +2023-11-23 17:00:30,049 - Epoch: [74][11600/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548736 +2023-11-23 17:01:24,892 - Epoch: [74][11700/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548733 +2023-11-23 17:02:19,867 - Epoch: [74][11800/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548742 +2023-11-23 17:03:14,850 - Epoch: [74][11900/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548751 +2023-11-23 17:04:09,709 - Epoch: [74][12000/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548749 +2023-11-23 17:05:04,721 - Epoch: [74][12100/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.548760 +2023-11-23 17:05:41,768 - Epoch: [74][12168/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.548738 +2023-11-23 17:05:42,196 - --- validate (epoch=74)----------- +2023-11-23 17:05:42,197 - 167951 samples (256 per mini-batch) +2023-11-23 17:06:32,867 - Epoch: [74][ 100/ 657] Loss 0.000000 Overall Loss 0.013727 +2023-11-23 17:07:21,617 - Epoch: [74][ 200/ 657] Loss 0.000000 Overall Loss 0.013745 +2023-11-23 17:08:10,390 - Epoch: [74][ 300/ 657] Loss 0.000000 Overall Loss 0.013739 +2023-11-23 17:08:59,130 - Epoch: [74][ 400/ 657] Loss 0.000000 Overall Loss 0.013740 +2023-11-23 17:09:47,888 - Epoch: [74][ 500/ 657] Loss 0.000000 Overall Loss 0.013748 +2023-11-23 17:10:36,632 - Epoch: [74][ 600/ 657] Loss 0.000000 Overall Loss 0.013757 +2023-11-23 17:11:03,982 - Epoch: [74][ 657/ 657] Loss 0.000000 Overall Loss 0.013758 +2023-11-23 17:11:04,215 - ==> Overall Loss: 0.014 + +2023-11-23 17:11:04,217 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 17:11:04,217 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 17:11:04,241 - + +2023-11-23 17:11:04,241 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 17:12:11,093 - Epoch: [75][ 100/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.668482 +2023-11-23 17:13:05,768 - Epoch: [75][ 200/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.607604 +2023-11-23 17:14:00,373 - Epoch: [75][ 300/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.587074 +2023-11-23 17:14:55,058 - Epoch: [75][ 400/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.577011 +2023-11-23 17:15:49,656 - Epoch: [75][ 500/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.570799 +2023-11-23 17:16:44,243 - Epoch: [75][ 600/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.566638 +2023-11-23 17:17:38,905 - Epoch: [75][ 700/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.563773 +2023-11-23 17:18:33,620 - Epoch: [75][ 800/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.561692 +2023-11-23 17:19:28,256 - Epoch: [75][ 900/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.559985 +2023-11-23 17:20:23,028 - Epoch: [75][ 1000/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.558755 +2023-11-23 17:21:17,812 - Epoch: [75][ 1100/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.557760 +2023-11-23 17:22:12,626 - Epoch: [75][ 1200/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.556955 +2023-11-23 17:23:07,549 - Epoch: [75][ 1300/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.556359 +2023-11-23 17:24:02,353 - Epoch: [75][ 1400/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.555762 +2023-11-23 17:24:57,096 - Epoch: [75][ 1500/12168] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.000063 Time 0.555205 +2023-11-23 17:25:51,926 - Epoch: [75][ 1600/12168] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.000063 Time 0.554771 +2023-11-23 17:26:46,597 - Epoch: [75][ 1700/12168] Overall Loss 0.013103 Objective Loss 0.000000 Distill Loss 0.013103 LR 0.000063 Time 0.554295 +2023-11-23 17:27:41,337 - Epoch: [75][ 1800/12168] Overall Loss 0.013102 Objective Loss 0.000000 Distill Loss 0.013102 LR 0.000063 Time 0.553910 +2023-11-23 17:28:36,069 - Epoch: [75][ 1900/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.553562 +2023-11-23 17:29:30,827 - Epoch: [75][ 2000/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.553261 +2023-11-23 17:30:25,609 - Epoch: [75][ 2100/12168] Overall Loss 0.013105 Objective Loss 0.000000 Distill Loss 0.013105 LR 0.000063 Time 0.553001 +2023-11-23 17:31:20,401 - Epoch: [75][ 2200/12168] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.552768 +2023-11-23 17:32:15,201 - Epoch: [75][ 2300/12168] Overall Loss 0.013099 Objective Loss 0.000000 Distill Loss 0.013099 LR 0.000063 Time 0.552559 +2023-11-23 17:33:10,030 - Epoch: [75][ 2400/12168] Overall Loss 0.013095 Objective Loss 0.000000 Distill Loss 0.013095 LR 0.000063 Time 0.552380 +2023-11-23 17:34:04,787 - Epoch: [75][ 2500/12168] Overall Loss 0.013092 Objective Loss 0.000000 Distill Loss 0.013092 LR 0.000063 Time 0.552186 +2023-11-23 17:34:59,553 - Epoch: [75][ 2600/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.552011 +2023-11-23 17:35:54,272 - Epoch: [75][ 2700/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.551831 +2023-11-23 17:36:48,989 - Epoch: [75][ 2800/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.551664 +2023-11-23 17:37:43,752 - Epoch: [75][ 2900/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.551524 +2023-11-23 17:38:38,525 - Epoch: [75][ 3000/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.551396 +2023-11-23 17:39:33,268 - Epoch: [75][ 3100/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.551267 +2023-11-23 17:40:27,901 - Epoch: [75][ 3200/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.551112 +2023-11-23 17:41:22,599 - Epoch: [75][ 3300/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.550986 +2023-11-23 17:42:17,198 - Epoch: [75][ 3400/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.550838 +2023-11-23 17:43:11,734 - Epoch: [75][ 3500/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.550680 +2023-11-23 17:44:06,366 - Epoch: [75][ 3600/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.550559 +2023-11-23 17:45:01,060 - Epoch: [75][ 3700/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.550460 +2023-11-23 17:45:55,807 - Epoch: [75][ 3800/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.550380 +2023-11-23 17:46:50,519 - Epoch: [75][ 3900/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.550296 +2023-11-23 17:47:45,144 - Epoch: [75][ 4000/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.550194 +2023-11-23 17:48:39,859 - Epoch: [75][ 4100/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.550119 +2023-11-23 17:49:34,614 - Epoch: [75][ 4200/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.550057 +2023-11-23 17:50:29,284 - Epoch: [75][ 4300/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549978 +2023-11-23 17:51:23,923 - Epoch: [75][ 4400/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549896 +2023-11-23 17:52:18,613 - Epoch: [75][ 4500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549829 +2023-11-23 17:53:13,381 - Epoch: [75][ 4600/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549781 +2023-11-23 17:54:08,076 - Epoch: [75][ 4700/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549720 +2023-11-23 17:55:02,810 - Epoch: [75][ 4800/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549670 +2023-11-23 17:55:57,437 - Epoch: [75][ 4900/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549600 +2023-11-23 17:56:52,278 - Epoch: [75][ 5000/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549576 +2023-11-23 17:57:47,079 - Epoch: [75][ 5100/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549544 +2023-11-23 17:58:41,909 - Epoch: [75][ 5200/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549520 +2023-11-23 17:59:36,697 - Epoch: [75][ 5300/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549488 +2023-11-23 18:00:31,563 - Epoch: [75][ 5400/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549472 +2023-11-23 18:01:26,421 - Epoch: [75][ 5500/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549455 +2023-11-23 18:02:21,348 - Epoch: [75][ 5600/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549452 +2023-11-23 18:03:16,157 - Epoch: [75][ 5700/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549427 +2023-11-23 18:04:11,050 - Epoch: [75][ 5800/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549418 +2023-11-23 18:05:05,990 - Epoch: [75][ 5900/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549417 +2023-11-23 18:06:00,798 - Epoch: [75][ 6000/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549394 +2023-11-23 18:06:55,524 - Epoch: [75][ 6100/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549359 +2023-11-23 18:07:50,551 - Epoch: [75][ 6200/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.549373 +2023-11-23 18:08:45,403 - Epoch: [75][ 6300/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.549359 +2023-11-23 18:09:40,192 - Epoch: [75][ 6400/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.549335 +2023-11-23 18:10:35,053 - Epoch: [75][ 6500/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.549324 +2023-11-23 18:11:29,951 - Epoch: [75][ 6600/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.549318 +2023-11-23 18:12:24,920 - Epoch: [75][ 6700/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.549323 +2023-11-23 18:13:19,750 - Epoch: [75][ 6800/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549308 +2023-11-23 18:14:14,457 - Epoch: [75][ 6900/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549275 +2023-11-23 18:15:09,143 - Epoch: [75][ 7000/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549240 +2023-11-23 18:16:03,937 - Epoch: [75][ 7100/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549221 +2023-11-23 18:16:58,693 - Epoch: [75][ 7200/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549198 +2023-11-23 18:17:53,443 - Epoch: [75][ 7300/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549174 +2023-11-23 18:18:48,113 - Epoch: [75][ 7400/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549140 +2023-11-23 18:19:42,849 - Epoch: [75][ 7500/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549116 +2023-11-23 18:20:37,607 - Epoch: [75][ 7600/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.549095 +2023-11-23 18:21:32,239 - Epoch: [75][ 7700/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549059 +2023-11-23 18:22:26,942 - Epoch: [75][ 7800/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549032 +2023-11-23 18:23:21,669 - Epoch: [75][ 7900/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.549010 +2023-11-23 18:24:16,406 - Epoch: [75][ 8000/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548989 +2023-11-23 18:25:11,063 - Epoch: [75][ 8100/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.548959 +2023-11-23 18:26:05,834 - Epoch: [75][ 8200/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548943 +2023-11-23 18:27:00,546 - Epoch: [75][ 8300/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548921 +2023-11-23 18:27:55,266 - Epoch: [75][ 8400/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548900 +2023-11-23 18:28:50,046 - Epoch: [75][ 8500/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548887 +2023-11-23 18:29:44,783 - Epoch: [75][ 8600/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548869 +2023-11-23 18:30:39,527 - Epoch: [75][ 8700/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548852 +2023-11-23 18:31:34,301 - Epoch: [75][ 8800/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548839 +2023-11-23 18:32:29,007 - Epoch: [75][ 8900/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548818 +2023-11-23 18:33:23,695 - Epoch: [75][ 9000/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.548796 +2023-11-23 18:34:18,375 - Epoch: [75][ 9100/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548774 +2023-11-23 18:35:13,101 - Epoch: [75][ 9200/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548757 +2023-11-23 18:36:07,757 - Epoch: [75][ 9300/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548733 +2023-11-23 18:37:02,430 - Epoch: [75][ 9400/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548712 +2023-11-23 18:37:57,183 - Epoch: [75][ 9500/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.548699 +2023-11-23 18:38:51,929 - Epoch: [75][ 9600/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548686 +2023-11-23 18:39:46,635 - Epoch: [75][ 9700/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.548669 +2023-11-23 18:40:41,345 - Epoch: [75][ 9800/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.548652 +2023-11-23 18:41:36,111 - Epoch: [75][ 9900/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.548642 +2023-11-23 18:42:30,803 - Epoch: [75][10000/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.548624 +2023-11-23 18:43:25,395 - Epoch: [75][10100/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548597 +2023-11-23 18:44:20,039 - Epoch: [75][10200/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548576 +2023-11-23 18:45:14,807 - Epoch: [75][10300/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.548567 +2023-11-23 18:46:09,526 - Epoch: [75][10400/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548553 +2023-11-23 18:47:04,280 - Epoch: [75][10500/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548543 +2023-11-23 18:47:59,009 - Epoch: [75][10600/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548531 +2023-11-23 18:48:53,761 - Epoch: [75][10700/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548522 +2023-11-23 18:49:48,418 - Epoch: [75][10800/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548503 +2023-11-23 18:50:43,084 - Epoch: [75][10900/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548486 +2023-11-23 18:51:37,730 - Epoch: [75][11000/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548467 +2023-11-23 18:52:32,459 - Epoch: [75][11100/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548456 +2023-11-23 18:53:27,206 - Epoch: [75][11200/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548447 +2023-11-23 18:54:21,879 - Epoch: [75][11300/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548432 +2023-11-23 18:55:16,663 - Epoch: [75][11400/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548426 +2023-11-23 18:56:11,391 - Epoch: [75][11500/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548416 +2023-11-23 18:57:06,072 - Epoch: [75][11600/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.548402 +2023-11-23 18:58:00,837 - Epoch: [75][11700/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548395 +2023-11-23 18:58:55,502 - Epoch: [75][11800/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548380 +2023-11-23 18:59:50,210 - Epoch: [75][11900/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548369 +2023-11-23 19:00:44,935 - Epoch: [75][12000/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548359 +2023-11-23 19:01:39,579 - Epoch: [75][12100/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548343 +2023-11-23 19:02:16,619 - Epoch: [75][12168/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.548323 +2023-11-23 19:02:17,048 - --- validate (epoch=75)----------- +2023-11-23 19:02:17,048 - 167951 samples (256 per mini-batch) +2023-11-23 19:03:07,848 - Epoch: [75][ 100/ 657] Loss 0.000000 Overall Loss 0.013705 +2023-11-23 19:03:56,557 - Epoch: [75][ 200/ 657] Loss 0.000000 Overall Loss 0.013684 +2023-11-23 19:04:45,271 - Epoch: [75][ 300/ 657] Loss 0.000000 Overall Loss 0.013688 +2023-11-23 19:05:33,989 - Epoch: [75][ 400/ 657] Loss 0.000000 Overall Loss 0.013689 +2023-11-23 19:06:22,685 - Epoch: [75][ 500/ 657] Loss 0.000000 Overall Loss 0.013688 +2023-11-23 19:07:11,407 - Epoch: [75][ 600/ 657] Loss 0.000000 Overall Loss 0.013686 +2023-11-23 19:07:38,708 - Epoch: [75][ 657/ 657] Loss 0.000000 Overall Loss 0.013695 +2023-11-23 19:07:38,924 - ==> Overall Loss: 0.014 + +2023-11-23 19:07:38,927 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 19:07:38,927 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 19:07:38,947 - + +2023-11-23 19:07:38,947 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 19:08:42,872 - Epoch: [76][ 100/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.639208 +2023-11-23 19:09:37,529 - Epoch: [76][ 200/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.592870 +2023-11-23 19:10:32,142 - Epoch: [76][ 300/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.577279 +2023-11-23 19:11:26,744 - Epoch: [76][ 400/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.569459 +2023-11-23 19:12:21,299 - Epoch: [76][ 500/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.564670 +2023-11-23 19:13:15,944 - Epoch: [76][ 600/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.561629 +2023-11-23 19:14:10,661 - Epoch: [76][ 700/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.559558 +2023-11-23 19:15:05,429 - Epoch: [76][ 800/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.558070 +2023-11-23 19:16:00,013 - Epoch: [76][ 900/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.556708 +2023-11-23 19:16:54,618 - Epoch: [76][ 1000/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.555639 +2023-11-23 19:17:49,237 - Epoch: [76][ 1100/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.554777 +2023-11-23 19:18:43,832 - Epoch: [76][ 1200/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.554040 +2023-11-23 19:19:38,429 - Epoch: [76][ 1300/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.553416 +2023-11-23 19:20:33,015 - Epoch: [76][ 1400/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.552874 +2023-11-23 19:21:27,682 - Epoch: [76][ 1500/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.552459 +2023-11-23 19:22:22,318 - Epoch: [76][ 1600/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.552075 +2023-11-23 19:23:17,003 - Epoch: [76][ 1700/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.551766 +2023-11-23 19:24:11,531 - Epoch: [76][ 1800/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.551404 +2023-11-23 19:25:06,054 - Epoch: [76][ 1900/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.551078 +2023-11-23 19:26:00,755 - Epoch: [76][ 2000/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.550872 +2023-11-23 19:26:55,481 - Epoch: [76][ 2100/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.550699 +2023-11-23 19:27:50,067 - Epoch: [76][ 2200/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.550478 +2023-11-23 19:28:44,674 - Epoch: [76][ 2300/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.550285 +2023-11-23 19:29:39,209 - Epoch: [76][ 2400/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.550078 +2023-11-23 19:30:33,881 - Epoch: [76][ 2500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.549942 +2023-11-23 19:31:28,555 - Epoch: [76][ 2600/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.549818 +2023-11-23 19:32:23,193 - Epoch: [76][ 2700/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.549689 +2023-11-23 19:33:17,794 - Epoch: [76][ 2800/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.549557 +2023-11-23 19:34:12,395 - Epoch: [76][ 2900/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.549433 +2023-11-23 19:35:06,999 - Epoch: [76][ 3000/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.549319 +2023-11-23 19:36:01,538 - Epoch: [76][ 3100/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.549191 +2023-11-23 19:36:56,219 - Epoch: [76][ 3200/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.549116 +2023-11-23 19:37:50,909 - Epoch: [76][ 3300/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.549048 +2023-11-23 19:38:45,572 - Epoch: [76][ 3400/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.548976 +2023-11-23 19:39:40,325 - Epoch: [76][ 3500/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.548934 +2023-11-23 19:40:34,931 - Epoch: [76][ 3600/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.548853 +2023-11-23 19:41:29,607 - Epoch: [76][ 3700/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.548796 +2023-11-23 19:42:24,341 - Epoch: [76][ 3800/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.548756 +2023-11-23 19:43:19,069 - Epoch: [76][ 3900/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.548718 +2023-11-23 19:44:13,728 - Epoch: [76][ 4000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.548664 +2023-11-23 19:45:08,423 - Epoch: [76][ 4100/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.548621 +2023-11-23 19:46:03,157 - Epoch: [76][ 4200/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.548590 +2023-11-23 19:46:58,071 - Epoch: [76][ 4300/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548602 +2023-11-23 19:47:52,831 - Epoch: [76][ 4400/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548578 +2023-11-23 19:48:47,553 - Epoch: [76][ 4500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.548548 +2023-11-23 19:49:42,218 - Epoch: [76][ 4600/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.548506 +2023-11-23 19:50:37,012 - Epoch: [76][ 4700/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548493 +2023-11-23 19:51:31,687 - Epoch: [76][ 4800/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.548456 +2023-11-23 19:52:26,370 - Epoch: [76][ 4900/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.548422 +2023-11-23 19:53:21,028 - Epoch: [76][ 5000/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.548385 +2023-11-23 19:54:15,622 - Epoch: [76][ 5100/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.548336 +2023-11-23 19:55:10,214 - Epoch: [76][ 5200/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548289 +2023-11-23 19:56:04,845 - Epoch: [76][ 5300/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.548251 +2023-11-23 19:56:59,442 - Epoch: [76][ 5400/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548208 +2023-11-23 19:57:54,028 - Epoch: [76][ 5500/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548165 +2023-11-23 19:58:48,714 - Epoch: [76][ 5600/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.548141 +2023-11-23 19:59:43,372 - Epoch: [76][ 5700/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.548113 +2023-11-23 20:00:38,125 - Epoch: [76][ 5800/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.548103 +2023-11-23 20:01:32,775 - Epoch: [76][ 5900/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548075 +2023-11-23 20:02:27,406 - Epoch: [76][ 6000/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548045 +2023-11-23 20:03:22,135 - Epoch: [76][ 6100/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548032 +2023-11-23 20:04:16,762 - Epoch: [76][ 6200/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.548003 +2023-11-23 20:05:11,399 - Epoch: [76][ 6300/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547977 +2023-11-23 20:06:06,171 - Epoch: [76][ 6400/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547972 +2023-11-23 20:07:00,840 - Epoch: [76][ 6500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547952 +2023-11-23 20:07:55,531 - Epoch: [76][ 6600/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547936 +2023-11-23 20:08:50,148 - Epoch: [76][ 6700/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547909 +2023-11-23 20:09:44,791 - Epoch: [76][ 6800/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547887 +2023-11-23 20:10:39,428 - Epoch: [76][ 6900/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547864 +2023-11-23 20:11:34,246 - Epoch: [76][ 7000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547868 +2023-11-23 20:12:28,858 - Epoch: [76][ 7100/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547843 +2023-11-23 20:13:23,549 - Epoch: [76][ 7200/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547830 +2023-11-23 20:14:18,134 - Epoch: [76][ 7300/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547802 +2023-11-23 20:15:12,758 - Epoch: [76][ 7400/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.547781 +2023-11-23 20:16:07,493 - Epoch: [76][ 7500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547775 +2023-11-23 20:17:02,209 - Epoch: [76][ 7600/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547766 +2023-11-23 20:17:56,833 - Epoch: [76][ 7700/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547746 +2023-11-23 20:18:51,511 - Epoch: [76][ 7800/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.547733 +2023-11-23 20:19:46,155 - Epoch: [76][ 7900/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547717 +2023-11-23 20:20:40,801 - Epoch: [76][ 8000/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547701 +2023-11-23 20:21:35,502 - Epoch: [76][ 8100/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547692 +2023-11-23 20:22:30,182 - Epoch: [76][ 8200/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547680 +2023-11-23 20:23:24,931 - Epoch: [76][ 8300/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547678 +2023-11-23 20:24:19,577 - Epoch: [76][ 8400/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547663 +2023-11-23 20:25:14,297 - Epoch: [76][ 8500/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547657 +2023-11-23 20:26:08,933 - Epoch: [76][ 8600/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547642 +2023-11-23 20:27:03,515 - Epoch: [76][ 8700/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547620 +2023-11-23 20:27:58,194 - Epoch: [76][ 8800/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547610 +2023-11-23 20:28:52,862 - Epoch: [76][ 8900/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547600 +2023-11-23 20:29:47,666 - Epoch: [76][ 9000/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547604 +2023-11-23 20:30:42,267 - Epoch: [76][ 9100/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547586 +2023-11-23 20:31:36,953 - Epoch: [76][ 9200/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547578 +2023-11-23 20:32:31,549 - Epoch: [76][ 9300/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547560 +2023-11-23 20:33:26,239 - Epoch: [76][ 9400/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547553 +2023-11-23 20:34:20,942 - Epoch: [76][ 9500/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547547 +2023-11-23 20:35:15,600 - Epoch: [76][ 9600/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547537 +2023-11-23 20:36:10,245 - Epoch: [76][ 9700/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547525 +2023-11-23 20:37:04,855 - Epoch: [76][ 9800/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547510 +2023-11-23 20:37:59,517 - Epoch: [76][ 9900/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547501 +2023-11-23 20:38:54,087 - Epoch: [76][10000/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547483 +2023-11-23 20:39:48,733 - Epoch: [76][10100/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547472 +2023-11-23 20:40:43,375 - Epoch: [76][10200/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547462 +2023-11-23 20:41:38,025 - Epoch: [76][10300/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547452 +2023-11-23 20:42:32,712 - Epoch: [76][10400/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547446 +2023-11-23 20:43:27,310 - Epoch: [76][10500/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547432 +2023-11-23 20:44:22,028 - Epoch: [76][10600/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547429 +2023-11-23 20:45:16,709 - Epoch: [76][10700/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547423 +2023-11-23 20:46:11,465 - Epoch: [76][10800/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547424 +2023-11-23 20:47:06,127 - Epoch: [76][10900/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547417 +2023-11-23 20:48:00,794 - Epoch: [76][11000/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547409 +2023-11-23 20:48:55,431 - Epoch: [76][11100/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547400 +2023-11-23 20:49:50,121 - Epoch: [76][11200/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547395 +2023-11-23 20:50:44,820 - Epoch: [76][11300/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547391 +2023-11-23 20:51:39,540 - Epoch: [76][11400/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547389 +2023-11-23 20:52:34,180 - Epoch: [76][11500/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547380 +2023-11-23 20:53:28,989 - Epoch: [76][11600/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547386 +2023-11-23 20:54:23,743 - Epoch: [76][11700/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547387 +2023-11-23 20:55:18,449 - Epoch: [76][11800/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.547384 +2023-11-23 20:56:13,168 - Epoch: [76][11900/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.547382 +2023-11-23 20:57:07,790 - Epoch: [76][12000/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.547372 +2023-11-23 20:58:02,409 - Epoch: [76][12100/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.547362 +2023-11-23 20:58:39,399 - Epoch: [76][12168/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.547343 +2023-11-23 20:58:39,784 - --- validate (epoch=76)----------- +2023-11-23 20:58:39,785 - 167951 samples (256 per mini-batch) +2023-11-23 20:59:30,409 - Epoch: [76][ 100/ 657] Loss 0.000000 Overall Loss 0.013713 +2023-11-23 21:00:19,079 - Epoch: [76][ 200/ 657] Loss 0.000000 Overall Loss 0.013707 +2023-11-23 21:01:07,727 - Epoch: [76][ 300/ 657] Loss 0.000000 Overall Loss 0.013711 +2023-11-23 21:01:56,349 - Epoch: [76][ 400/ 657] Loss 0.000000 Overall Loss 0.013706 +2023-11-23 21:02:44,997 - Epoch: [76][ 500/ 657] Loss 0.000000 Overall Loss 0.013698 +2023-11-23 21:03:33,606 - Epoch: [76][ 600/ 657] Loss 0.000000 Overall Loss 0.013705 +2023-11-23 21:04:00,854 - Epoch: [76][ 657/ 657] Loss 0.000000 Overall Loss 0.013706 +2023-11-23 21:04:01,072 - ==> Overall Loss: 0.014 + +2023-11-23 21:04:01,074 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 21:04:01,075 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 21:04:01,096 - + +2023-11-23 21:04:01,096 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 21:05:05,896 - Epoch: [77][ 100/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.647954 +2023-11-23 21:06:00,509 - Epoch: [77][ 200/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.597028 +2023-11-23 21:06:55,105 - Epoch: [77][ 300/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.579993 +2023-11-23 21:07:49,687 - Epoch: [77][ 400/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.571443 +2023-11-23 21:08:44,259 - Epoch: [77][ 500/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.566293 +2023-11-23 21:09:38,865 - Epoch: [77][ 600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.562915 +2023-11-23 21:10:33,440 - Epoch: [77][ 700/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.560458 +2023-11-23 21:11:27,981 - Epoch: [77][ 800/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.558574 +2023-11-23 21:12:22,551 - Epoch: [77][ 900/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.557140 +2023-11-23 21:13:17,110 - Epoch: [77][ 1000/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.555982 +2023-11-23 21:14:11,576 - Epoch: [77][ 1100/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.554950 +2023-11-23 21:15:06,192 - Epoch: [77][ 1200/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.554215 +2023-11-23 21:16:00,716 - Epoch: [77][ 1300/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.553523 +2023-11-23 21:16:55,299 - Epoch: [77][ 1400/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.552971 +2023-11-23 21:17:49,853 - Epoch: [77][ 1500/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.552473 +2023-11-23 21:18:44,458 - Epoch: [77][ 1600/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.552070 +2023-11-23 21:19:39,122 - Epoch: [77][ 1700/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.551749 +2023-11-23 21:20:33,791 - Epoch: [77][ 1800/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.551466 +2023-11-23 21:21:28,416 - Epoch: [77][ 1900/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.551190 +2023-11-23 21:22:23,029 - Epoch: [77][ 2000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.550935 +2023-11-23 21:23:17,752 - Epoch: [77][ 2100/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.550757 +2023-11-23 21:24:12,378 - Epoch: [77][ 2200/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.550552 +2023-11-23 21:25:06,957 - Epoch: [77][ 2300/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.550343 +2023-11-23 21:26:01,600 - Epoch: [77][ 2400/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.550179 +2023-11-23 21:26:56,108 - Epoch: [77][ 2500/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.549973 +2023-11-23 21:27:50,718 - Epoch: [77][ 2600/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.549823 +2023-11-23 21:28:45,389 - Epoch: [77][ 2700/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.549707 +2023-11-23 21:29:39,970 - Epoch: [77][ 2800/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.549567 +2023-11-23 21:30:34,471 - Epoch: [77][ 2900/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.549408 +2023-11-23 21:31:28,990 - Epoch: [77][ 3000/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.549267 +2023-11-23 21:32:23,554 - Epoch: [77][ 3100/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.549149 +2023-11-23 21:33:18,176 - Epoch: [77][ 3200/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.549056 +2023-11-23 21:34:12,830 - Epoch: [77][ 3300/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.548979 +2023-11-23 21:35:07,457 - Epoch: [77][ 3400/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.548899 +2023-11-23 21:36:02,027 - Epoch: [77][ 3500/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.548806 +2023-11-23 21:36:56,680 - Epoch: [77][ 3600/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.548742 +2023-11-23 21:37:51,848 - Epoch: [77][ 3700/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.548821 +2023-11-23 21:38:46,571 - Epoch: [77][ 3800/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.548778 +2023-11-23 21:39:41,156 - Epoch: [77][ 3900/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.548702 +2023-11-23 21:40:35,624 - Epoch: [77][ 4000/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.548601 +2023-11-23 21:41:30,209 - Epoch: [77][ 4100/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.548533 +2023-11-23 21:42:24,817 - Epoch: [77][ 4200/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.548474 +2023-11-23 21:43:19,373 - Epoch: [77][ 4300/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.548405 +2023-11-23 21:44:14,001 - Epoch: [77][ 4400/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.548356 +2023-11-23 21:45:08,687 - Epoch: [77][ 4500/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.548322 +2023-11-23 21:46:03,480 - Epoch: [77][ 4600/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.548313 +2023-11-23 21:46:58,151 - Epoch: [77][ 4700/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.548278 +2023-11-23 21:47:52,792 - Epoch: [77][ 4800/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.548239 +2023-11-23 21:48:47,500 - Epoch: [77][ 4900/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.548215 +2023-11-23 21:49:42,178 - Epoch: [77][ 5000/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.548185 +2023-11-23 21:50:36,796 - Epoch: [77][ 5100/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.548145 +2023-11-23 21:51:31,514 - Epoch: [77][ 5200/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.548126 +2023-11-23 21:52:26,262 - Epoch: [77][ 5300/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.548113 +2023-11-23 21:53:20,968 - Epoch: [77][ 5400/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.548093 +2023-11-23 21:54:15,668 - Epoch: [77][ 5500/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548073 +2023-11-23 21:55:10,306 - Epoch: [77][ 5600/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.548042 +2023-11-23 21:56:04,950 - Epoch: [77][ 5700/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.548014 +2023-11-23 21:56:59,545 - Epoch: [77][ 5800/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.547977 +2023-11-23 21:57:54,073 - Epoch: [77][ 5900/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.547931 +2023-11-23 21:58:48,696 - Epoch: [77][ 6000/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547902 +2023-11-23 21:59:43,419 - Epoch: [77][ 6100/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.547891 +2023-11-23 22:00:38,146 - Epoch: [77][ 6200/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.547880 +2023-11-23 22:01:32,888 - Epoch: [77][ 6300/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.547872 +2023-11-23 22:02:27,543 - Epoch: [77][ 6400/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.547851 +2023-11-23 22:03:22,246 - Epoch: [77][ 6500/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.547838 +2023-11-23 22:04:16,946 - Epoch: [77][ 6600/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547825 +2023-11-23 22:05:11,620 - Epoch: [77][ 6700/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547808 +2023-11-23 22:06:06,441 - Epoch: [77][ 6800/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547814 +2023-11-23 22:07:01,007 - Epoch: [77][ 6900/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547782 +2023-11-23 22:07:55,734 - Epoch: [77][ 7000/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547774 +2023-11-23 22:08:50,538 - Epoch: [77][ 7100/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547778 +2023-11-23 22:09:45,133 - Epoch: [77][ 7200/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547752 +2023-11-23 22:10:39,733 - Epoch: [77][ 7300/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547728 +2023-11-23 22:11:34,392 - Epoch: [77][ 7400/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547712 +2023-11-23 22:12:29,099 - Epoch: [77][ 7500/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547703 +2023-11-23 22:13:23,824 - Epoch: [77][ 7600/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547696 +2023-11-23 22:14:18,537 - Epoch: [77][ 7700/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547689 +2023-11-23 22:15:13,283 - Epoch: [77][ 7800/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547685 +2023-11-23 22:16:07,932 - Epoch: [77][ 7900/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547670 +2023-11-23 22:17:02,606 - Epoch: [77][ 8000/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547658 +2023-11-23 22:17:57,342 - Epoch: [77][ 8100/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547654 +2023-11-23 22:18:52,055 - Epoch: [77][ 8200/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547647 +2023-11-23 22:19:46,636 - Epoch: [77][ 8300/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547624 +2023-11-23 22:20:41,276 - Epoch: [77][ 8400/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547610 +2023-11-23 22:21:35,895 - Epoch: [77][ 8500/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547592 +2023-11-23 22:22:30,461 - Epoch: [77][ 8600/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547570 +2023-11-23 22:23:25,105 - Epoch: [77][ 8700/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547556 +2023-11-23 22:24:19,676 - Epoch: [77][ 8800/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547535 +2023-11-23 22:25:14,307 - Epoch: [77][ 8900/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547521 +2023-11-23 22:26:09,013 - Epoch: [77][ 9000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547515 +2023-11-23 22:27:03,707 - Epoch: [77][ 9100/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547509 +2023-11-23 22:27:58,416 - Epoch: [77][ 9200/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547504 +2023-11-23 22:28:53,147 - Epoch: [77][ 9300/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547501 +2023-11-23 22:29:47,854 - Epoch: [77][ 9400/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547496 +2023-11-23 22:30:42,576 - Epoch: [77][ 9500/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.547493 +2023-11-23 22:31:37,263 - Epoch: [77][ 9600/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.547486 +2023-11-23 22:32:31,940 - Epoch: [77][ 9700/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547479 +2023-11-23 22:33:26,501 - Epoch: [77][ 9800/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547459 +2023-11-23 22:34:21,154 - Epoch: [77][ 9900/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547450 +2023-11-23 22:35:15,759 - Epoch: [77][10000/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.547435 +2023-11-23 22:36:10,455 - Epoch: [77][10100/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547430 +2023-11-23 22:37:05,111 - Epoch: [77][10200/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547422 +2023-11-23 22:37:59,822 - Epoch: [77][10300/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.547418 +2023-11-23 22:38:54,478 - Epoch: [77][10400/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547410 +2023-11-23 22:39:49,034 - Epoch: [77][10500/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547392 +2023-11-23 22:40:43,739 - Epoch: [77][10600/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547388 +2023-11-23 22:41:38,415 - Epoch: [77][10700/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547382 +2023-11-23 22:42:33,003 - Epoch: [77][10800/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547368 +2023-11-23 22:43:27,633 - Epoch: [77][10900/12168] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.000063 Time 0.547358 +2023-11-23 22:44:22,207 - Epoch: [77][11000/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547343 +2023-11-23 22:45:16,935 - Epoch: [77][11100/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.547342 +2023-11-23 22:46:11,756 - Epoch: [77][11200/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547349 +2023-11-23 22:47:06,432 - Epoch: [77][11300/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547344 +2023-11-23 22:48:01,027 - Epoch: [77][11400/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547331 +2023-11-23 22:48:55,726 - Epoch: [77][11500/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.547328 +2023-11-23 22:49:50,409 - Epoch: [77][11600/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547324 +2023-11-23 22:50:45,068 - Epoch: [77][11700/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547317 +2023-11-23 22:51:39,770 - Epoch: [77][11800/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547314 +2023-11-23 22:52:34,461 - Epoch: [77][11900/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547311 +2023-11-23 22:53:29,239 - Epoch: [77][12000/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.547314 +2023-11-23 22:54:23,879 - Epoch: [77][12100/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.547307 +2023-11-23 22:55:00,971 - Epoch: [77][12168/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.547296 +2023-11-23 22:55:01,351 - --- validate (epoch=77)----------- +2023-11-23 22:55:01,351 - 167951 samples (256 per mini-batch) +2023-11-23 22:55:52,495 - Epoch: [77][ 100/ 657] Loss 0.000000 Overall Loss 0.013775 +2023-11-23 22:56:41,164 - Epoch: [77][ 200/ 657] Loss 0.000000 Overall Loss 0.013737 +2023-11-23 22:57:29,864 - Epoch: [77][ 300/ 657] Loss 0.000000 Overall Loss 0.013741 +2023-11-23 22:58:18,564 - Epoch: [77][ 400/ 657] Loss 0.000000 Overall Loss 0.013734 +2023-11-23 22:59:07,260 - Epoch: [77][ 500/ 657] Loss 0.000000 Overall Loss 0.013726 +2023-11-23 22:59:55,955 - Epoch: [77][ 600/ 657] Loss 0.000000 Overall Loss 0.013725 +2023-11-23 23:00:23,234 - Epoch: [77][ 657/ 657] Loss 0.000000 Overall Loss 0.013730 +2023-11-23 23:00:23,455 - ==> Overall Loss: 0.014 + +2023-11-23 23:00:23,457 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-23 23:00:23,458 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-23 23:00:23,487 - + +2023-11-23 23:00:23,488 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-23 23:01:28,622 - Epoch: [78][ 100/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.651307 +2023-11-23 23:02:23,283 - Epoch: [78][ 200/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.598940 +2023-11-23 23:03:17,948 - Epoch: [78][ 300/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.581500 +2023-11-23 23:04:12,623 - Epoch: [78][ 400/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.572804 +2023-11-23 23:05:07,190 - Epoch: [78][ 500/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.567370 +2023-11-23 23:06:01,752 - Epoch: [78][ 600/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.563740 +2023-11-23 23:06:56,274 - Epoch: [78][ 700/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.561091 +2023-11-23 23:07:50,909 - Epoch: [78][ 800/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.559244 +2023-11-23 23:08:45,451 - Epoch: [78][ 900/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.557704 +2023-11-23 23:09:40,042 - Epoch: [78][ 1000/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.556522 +2023-11-23 23:10:34,566 - Epoch: [78][ 1100/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.555494 +2023-11-23 23:11:29,197 - Epoch: [78][ 1200/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.554725 +2023-11-23 23:12:23,802 - Epoch: [78][ 1300/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.554056 +2023-11-23 23:13:18,438 - Epoch: [78][ 1400/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.553504 +2023-11-23 23:14:12,953 - Epoch: [78][ 1500/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.552945 +2023-11-23 23:15:07,461 - Epoch: [78][ 1600/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.552452 +2023-11-23 23:16:01,983 - Epoch: [78][ 1700/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.552024 +2023-11-23 23:16:56,611 - Epoch: [78][ 1800/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.551704 +2023-11-23 23:17:51,172 - Epoch: [78][ 1900/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.551381 +2023-11-23 23:18:45,725 - Epoch: [78][ 2000/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.551087 +2023-11-23 23:19:40,417 - Epoch: [78][ 2100/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.550887 +2023-11-23 23:20:35,056 - Epoch: [78][ 2200/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.550681 +2023-11-23 23:21:29,632 - Epoch: [78][ 2300/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.550466 +2023-11-23 23:22:24,200 - Epoch: [78][ 2400/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.550266 +2023-11-23 23:23:18,798 - Epoch: [78][ 2500/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.550093 +2023-11-23 23:24:13,385 - Epoch: [78][ 2600/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.549929 +2023-11-23 23:25:07,943 - Epoch: [78][ 2700/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.549767 +2023-11-23 23:26:02,522 - Epoch: [78][ 2800/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.549624 +2023-11-23 23:26:57,080 - Epoch: [78][ 2900/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.549483 +2023-11-23 23:27:51,745 - Epoch: [78][ 3000/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.549388 +2023-11-23 23:28:46,304 - Epoch: [78][ 3100/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.549264 +2023-11-23 23:29:40,848 - Epoch: [78][ 3200/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.549144 +2023-11-23 23:30:35,365 - Epoch: [78][ 3300/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.549022 +2023-11-23 23:31:29,967 - Epoch: [78][ 3400/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.548933 +2023-11-23 23:32:24,550 - Epoch: [78][ 3500/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.548844 +2023-11-23 23:33:19,173 - Epoch: [78][ 3600/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548770 +2023-11-23 23:34:13,741 - Epoch: [78][ 3700/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548686 +2023-11-23 23:35:08,363 - Epoch: [78][ 3800/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548620 +2023-11-23 23:36:02,885 - Epoch: [78][ 3900/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548532 +2023-11-23 23:36:57,502 - Epoch: [78][ 4000/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.548472 +2023-11-23 23:37:52,163 - Epoch: [78][ 4100/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548426 +2023-11-23 23:38:46,782 - Epoch: [78][ 4200/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548372 +2023-11-23 23:39:41,312 - Epoch: [78][ 4300/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548300 +2023-11-23 23:40:35,902 - Epoch: [78][ 4400/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.548245 +2023-11-23 23:41:30,427 - Epoch: [78][ 4500/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.548178 +2023-11-23 23:42:24,962 - Epoch: [78][ 4600/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.548115 +2023-11-23 23:43:19,566 - Epoch: [78][ 4700/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.548071 +2023-11-23 23:44:14,113 - Epoch: [78][ 4800/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.548016 +2023-11-23 23:45:08,688 - Epoch: [78][ 4900/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547969 +2023-11-23 23:46:03,243 - Epoch: [78][ 5000/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547920 +2023-11-23 23:46:57,849 - Epoch: [78][ 5100/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547883 +2023-11-23 23:47:52,529 - Epoch: [78][ 5200/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547861 +2023-11-23 23:48:47,089 - Epoch: [78][ 5300/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547818 +2023-11-23 23:49:41,676 - Epoch: [78][ 5400/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547782 +2023-11-23 23:50:36,254 - Epoch: [78][ 5500/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547745 +2023-11-23 23:51:30,796 - Epoch: [78][ 5600/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547703 +2023-11-23 23:52:25,353 - Epoch: [78][ 5700/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547665 +2023-11-23 23:53:19,949 - Epoch: [78][ 5800/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547635 +2023-11-23 23:54:14,497 - Epoch: [78][ 5900/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547598 +2023-11-23 23:55:09,080 - Epoch: [78][ 6000/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547568 +2023-11-23 23:56:03,579 - Epoch: [78][ 6100/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547525 +2023-11-23 23:56:58,106 - Epoch: [78][ 6200/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547488 +2023-11-23 23:57:52,727 - Epoch: [78][ 6300/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547467 +2023-11-23 23:58:47,291 - Epoch: [78][ 6400/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547438 +2023-11-23 23:59:41,852 - Epoch: [78][ 6500/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547410 +2023-11-24 00:00:36,411 - Epoch: [78][ 6600/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547382 +2023-11-24 00:01:30,973 - Epoch: [78][ 6700/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547355 +2023-11-24 00:02:25,580 - Epoch: [78][ 6800/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547336 +2023-11-24 00:03:20,190 - Epoch: [78][ 6900/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547317 +2023-11-24 00:04:14,843 - Epoch: [78][ 7000/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547306 +2023-11-24 00:05:09,547 - Epoch: [78][ 7100/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547302 +2023-11-24 00:06:04,200 - Epoch: [78][ 7200/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547290 +2023-11-24 00:06:58,998 - Epoch: [78][ 7300/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547299 +2023-11-24 00:07:53,661 - Epoch: [78][ 7400/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547290 +2023-11-24 00:08:48,292 - Epoch: [78][ 7500/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.547276 +2023-11-24 00:09:42,873 - Epoch: [78][ 7600/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547257 +2023-11-24 00:10:37,513 - Epoch: [78][ 7700/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.547245 +2023-11-24 00:11:32,237 - Epoch: [78][ 7800/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547245 +2023-11-24 00:12:26,865 - Epoch: [78][ 7900/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547232 +2023-11-24 00:13:21,580 - Epoch: [78][ 8000/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547231 +2023-11-24 00:14:16,193 - Epoch: [78][ 8100/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.547217 +2023-11-24 00:15:10,986 - Epoch: [78][ 8200/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547225 +2023-11-24 00:16:05,693 - Epoch: [78][ 8300/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547223 +2023-11-24 00:17:00,258 - Epoch: [78][ 8400/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547204 +2023-11-24 00:17:54,982 - Epoch: [78][ 8500/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547204 +2023-11-24 00:18:49,548 - Epoch: [78][ 8600/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547186 +2023-11-24 00:19:44,128 - Epoch: [78][ 8700/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547169 +2023-11-24 00:20:38,834 - Epoch: [78][ 8800/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547168 +2023-11-24 00:21:33,506 - Epoch: [78][ 8900/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547162 +2023-11-24 00:22:28,215 - Epoch: [78][ 9000/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.547161 +2023-11-24 00:23:22,908 - Epoch: [78][ 9100/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547158 +2023-11-24 00:24:17,539 - Epoch: [78][ 9200/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547149 +2023-11-24 00:25:12,169 - Epoch: [78][ 9300/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547139 +2023-11-24 00:26:06,670 - Epoch: [78][ 9400/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547116 +2023-11-24 00:27:01,223 - Epoch: [78][ 9500/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547099 +2023-11-24 00:27:55,880 - Epoch: [78][ 9600/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547093 +2023-11-24 00:28:50,537 - Epoch: [78][ 9700/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547088 +2023-11-24 00:29:45,168 - Epoch: [78][ 9800/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547079 +2023-11-24 00:30:39,785 - Epoch: [78][ 9900/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547070 +2023-11-24 00:31:34,440 - Epoch: [78][10000/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547064 +2023-11-24 00:32:29,137 - Epoch: [78][10100/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547063 +2023-11-24 00:33:23,830 - Epoch: [78][10200/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547062 +2023-11-24 00:34:18,526 - Epoch: [78][10300/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547060 +2023-11-24 00:35:13,111 - Epoch: [78][10400/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547048 +2023-11-24 00:36:07,615 - Epoch: [78][10500/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547029 +2023-11-24 00:37:02,375 - Epoch: [78][10600/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547034 +2023-11-24 00:37:56,942 - Epoch: [78][10700/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547021 +2023-11-24 00:38:51,634 - Epoch: [78][10800/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547020 +2023-11-24 00:39:46,219 - Epoch: [78][10900/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547009 +2023-11-24 00:40:40,885 - Epoch: [78][11000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547005 +2023-11-24 00:41:35,450 - Epoch: [78][11100/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.546993 +2023-11-24 00:42:30,107 - Epoch: [78][11200/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546989 +2023-11-24 00:43:24,720 - Epoch: [78][11300/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.546981 +2023-11-24 00:44:19,329 - Epoch: [78][11400/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546973 +2023-11-24 00:45:13,978 - Epoch: [78][11500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546968 +2023-11-24 00:46:08,608 - Epoch: [78][11600/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.546962 +2023-11-24 00:47:03,265 - Epoch: [78][11700/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.546959 +2023-11-24 00:47:57,870 - Epoch: [78][11800/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.546951 +2023-11-24 00:48:52,596 - Epoch: [78][11900/12168] Overall Loss 0.013075 Objective Loss 0.000000 Distill Loss 0.013075 LR 0.000063 Time 0.546953 +2023-11-24 00:49:47,256 - Epoch: [78][12000/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.546950 +2023-11-24 00:50:41,963 - Epoch: [78][12100/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.546951 +2023-11-24 00:51:19,017 - Epoch: [78][12168/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.546939 +2023-11-24 00:51:19,402 - --- validate (epoch=78)----------- +2023-11-24 00:51:19,402 - 167951 samples (256 per mini-batch) +2023-11-24 00:52:10,298 - Epoch: [78][ 100/ 657] Loss 0.000000 Overall Loss 0.013763 +2023-11-24 00:52:58,923 - Epoch: [78][ 200/ 657] Loss 0.000000 Overall Loss 0.013749 +2023-11-24 00:53:47,540 - Epoch: [78][ 300/ 657] Loss 0.000000 Overall Loss 0.013743 +2023-11-24 00:54:36,138 - Epoch: [78][ 400/ 657] Loss 0.000000 Overall Loss 0.013744 +2023-11-24 00:55:24,737 - Epoch: [78][ 500/ 657] Loss 0.000000 Overall Loss 0.013750 +2023-11-24 00:56:13,351 - Epoch: [78][ 600/ 657] Loss 0.000000 Overall Loss 0.013744 +2023-11-24 00:56:40,603 - Epoch: [78][ 657/ 657] Loss 0.000000 Overall Loss 0.013744 +2023-11-24 00:56:40,811 - ==> Overall Loss: 0.014 + +2023-11-24 00:56:40,813 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-24 00:56:40,813 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 00:56:40,833 - + +2023-11-24 00:56:40,833 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 00:57:44,163 - Epoch: [79][ 100/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.633258 +2023-11-24 00:58:38,730 - Epoch: [79][ 200/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.589448 +2023-11-24 00:59:33,351 - Epoch: [79][ 300/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.575026 +2023-11-24 01:00:27,934 - Epoch: [79][ 400/12168] Overall Loss 0.013080 Objective Loss 0.000000 Distill Loss 0.013080 LR 0.000063 Time 0.567719 +2023-11-24 01:01:22,577 - Epoch: [79][ 500/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.563453 +2023-11-24 01:02:17,165 - Epoch: [79][ 600/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.560520 +2023-11-24 01:03:11,699 - Epoch: [79][ 700/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.558346 +2023-11-24 01:04:06,274 - Epoch: [79][ 800/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.556768 +2023-11-24 01:05:00,832 - Epoch: [79][ 900/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.555522 +2023-11-24 01:05:55,399 - Epoch: [79][ 1000/12168] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.000063 Time 0.554534 +2023-11-24 01:06:49,984 - Epoch: [79][ 1100/12168] Overall Loss 0.013085 Objective Loss 0.000000 Distill Loss 0.013085 LR 0.000063 Time 0.553741 +2023-11-24 01:07:44,487 - Epoch: [79][ 1200/12168] Overall Loss 0.013083 Objective Loss 0.000000 Distill Loss 0.013083 LR 0.000063 Time 0.553013 +2023-11-24 01:08:39,060 - Epoch: [79][ 1300/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.552450 +2023-11-24 01:09:33,691 - Epoch: [79][ 1400/12168] Overall Loss 0.013082 Objective Loss 0.000000 Distill Loss 0.013082 LR 0.000063 Time 0.552009 +2023-11-24 01:10:28,277 - Epoch: [79][ 1500/12168] Overall Loss 0.013086 Objective Loss 0.000000 Distill Loss 0.013086 LR 0.000063 Time 0.551598 +2023-11-24 01:11:22,868 - Epoch: [79][ 1600/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.551240 +2023-11-24 01:12:17,438 - Epoch: [79][ 1700/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.550912 +2023-11-24 01:13:11,986 - Epoch: [79][ 1800/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.550609 +2023-11-24 01:14:06,586 - Epoch: [79][ 1900/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.550365 +2023-11-24 01:15:01,151 - Epoch: [79][ 2000/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.550128 +2023-11-24 01:15:55,683 - Epoch: [79][ 2100/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.549897 +2023-11-24 01:16:50,229 - Epoch: [79][ 2200/12168] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.000063 Time 0.549694 +2023-11-24 01:17:44,803 - Epoch: [79][ 2300/12168] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.000063 Time 0.549521 +2023-11-24 01:18:39,353 - Epoch: [79][ 2400/12168] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.000063 Time 0.549352 +2023-11-24 01:19:33,900 - Epoch: [79][ 2500/12168] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.000063 Time 0.549195 +2023-11-24 01:20:28,471 - Epoch: [79][ 2600/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.549060 +2023-11-24 01:21:23,054 - Epoch: [79][ 2700/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.548940 +2023-11-24 01:22:17,591 - Epoch: [79][ 2800/12168] Overall Loss 0.013077 Objective Loss 0.000000 Distill Loss 0.013077 LR 0.000063 Time 0.548811 +2023-11-24 01:23:12,199 - Epoch: [79][ 2900/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.548716 +2023-11-24 01:24:06,744 - Epoch: [79][ 3000/12168] Overall Loss 0.013078 Objective Loss 0.000000 Distill Loss 0.013078 LR 0.000063 Time 0.548606 +2023-11-24 01:25:01,351 - Epoch: [79][ 3100/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.548523 +2023-11-24 01:25:55,959 - Epoch: [79][ 3200/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.548446 +2023-11-24 01:26:50,639 - Epoch: [79][ 3300/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.548395 +2023-11-24 01:27:45,409 - Epoch: [79][ 3400/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.548373 +2023-11-24 01:28:39,923 - Epoch: [79][ 3500/12168] Overall Loss 0.013074 Objective Loss 0.000000 Distill Loss 0.013074 LR 0.000063 Time 0.548280 +2023-11-24 01:29:34,402 - Epoch: [79][ 3600/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.548183 +2023-11-24 01:30:28,974 - Epoch: [79][ 3700/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.548115 +2023-11-24 01:31:23,653 - Epoch: [79][ 3800/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.548079 +2023-11-24 01:32:18,272 - Epoch: [79][ 3900/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.548030 +2023-11-24 01:33:12,966 - Epoch: [79][ 4000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.548002 +2023-11-24 01:34:07,623 - Epoch: [79][ 4100/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547967 +2023-11-24 01:35:02,284 - Epoch: [79][ 4200/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547934 +2023-11-24 01:35:56,887 - Epoch: [79][ 4300/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547889 +2023-11-24 01:36:51,444 - Epoch: [79][ 4400/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547835 +2023-11-24 01:37:46,069 - Epoch: [79][ 4500/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547799 +2023-11-24 01:38:40,693 - Epoch: [79][ 4600/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547765 +2023-11-24 01:39:35,316 - Epoch: [79][ 4700/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547731 +2023-11-24 01:40:29,893 - Epoch: [79][ 4800/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547690 +2023-11-24 01:41:24,348 - Epoch: [79][ 4900/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547625 +2023-11-24 01:42:18,922 - Epoch: [79][ 5000/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.547587 +2023-11-24 01:43:13,501 - Epoch: [79][ 5100/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547551 +2023-11-24 01:44:08,019 - Epoch: [79][ 5200/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547505 +2023-11-24 01:45:02,578 - Epoch: [79][ 5300/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547468 +2023-11-24 01:45:57,211 - Epoch: [79][ 5400/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547446 +2023-11-24 01:46:51,749 - Epoch: [79][ 5500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547408 +2023-11-24 01:47:46,292 - Epoch: [79][ 5600/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547372 +2023-11-24 01:48:40,883 - Epoch: [79][ 5700/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547346 +2023-11-24 01:49:35,460 - Epoch: [79][ 5800/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547319 +2023-11-24 01:50:30,125 - Epoch: [79][ 5900/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547307 +2023-11-24 01:51:24,623 - Epoch: [79][ 6000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547267 +2023-11-24 01:52:19,126 - Epoch: [79][ 6100/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547230 +2023-11-24 01:53:13,706 - Epoch: [79][ 6200/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547207 +2023-11-24 01:54:08,250 - Epoch: [79][ 6300/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547178 +2023-11-24 01:55:02,988 - Epoch: [79][ 6400/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547181 +2023-11-24 01:55:57,598 - Epoch: [79][ 6500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547164 +2023-11-24 01:56:52,067 - Epoch: [79][ 6600/12168] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.000063 Time 0.547126 +2023-11-24 01:57:46,621 - Epoch: [79][ 6700/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.547102 +2023-11-24 01:58:41,201 - Epoch: [79][ 6800/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.547082 +2023-11-24 01:59:35,682 - Epoch: [79][ 6900/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.547049 +2023-11-24 02:00:30,177 - Epoch: [79][ 7000/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547018 +2023-11-24 02:01:24,797 - Epoch: [79][ 7100/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547006 +2023-11-24 02:02:19,473 - Epoch: [79][ 7200/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.547002 +2023-11-24 02:03:14,035 - Epoch: [79][ 7300/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.546983 +2023-11-24 02:04:08,641 - Epoch: [79][ 7400/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546970 +2023-11-24 02:05:03,161 - Epoch: [79][ 7500/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546946 +2023-11-24 02:05:57,742 - Epoch: [79][ 7600/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546931 +2023-11-24 02:06:52,320 - Epoch: [79][ 7700/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546915 +2023-11-24 02:07:46,956 - Epoch: [79][ 7800/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546908 +2023-11-24 02:08:41,513 - Epoch: [79][ 7900/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546891 +2023-11-24 02:09:36,024 - Epoch: [79][ 8000/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546868 +2023-11-24 02:10:30,559 - Epoch: [79][ 8100/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546849 +2023-11-24 02:11:25,120 - Epoch: [79][ 8200/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546833 +2023-11-24 02:12:19,671 - Epoch: [79][ 8300/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546817 +2023-11-24 02:13:14,214 - Epoch: [79][ 8400/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546800 +2023-11-24 02:14:08,861 - Epoch: [79][ 8500/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546796 +2023-11-24 02:15:03,471 - Epoch: [79][ 8600/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546788 +2023-11-24 02:15:58,637 - Epoch: [79][ 8700/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546843 +2023-11-24 02:16:53,449 - Epoch: [79][ 8800/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546857 +2023-11-24 02:17:48,040 - Epoch: [79][ 8900/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546846 +2023-11-24 02:18:42,650 - Epoch: [79][ 9000/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546838 +2023-11-24 02:19:37,285 - Epoch: [79][ 9100/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546832 +2023-11-24 02:20:31,967 - Epoch: [79][ 9200/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.546831 +2023-11-24 02:21:26,598 - Epoch: [79][ 9300/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.546826 +2023-11-24 02:22:21,209 - Epoch: [79][ 9400/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.546818 +2023-11-24 02:23:15,811 - Epoch: [79][ 9500/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546809 +2023-11-24 02:24:10,432 - Epoch: [79][ 9600/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546802 +2023-11-24 02:25:05,042 - Epoch: [79][ 9700/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546795 +2023-11-24 02:25:59,694 - Epoch: [79][ 9800/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546792 +2023-11-24 02:26:54,433 - Epoch: [79][ 9900/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546797 +2023-11-24 02:27:49,065 - Epoch: [79][10000/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546792 +2023-11-24 02:28:43,728 - Epoch: [79][10100/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.546790 +2023-11-24 02:29:38,289 - Epoch: [79][10200/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546779 +2023-11-24 02:30:33,030 - Epoch: [79][10300/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546784 +2023-11-24 02:31:27,779 - Epoch: [79][10400/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546791 +2023-11-24 02:32:22,374 - Epoch: [79][10500/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546783 +2023-11-24 02:33:17,034 - Epoch: [79][10600/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.546781 +2023-11-24 02:34:11,673 - Epoch: [79][10700/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546777 +2023-11-24 02:35:06,373 - Epoch: [79][10800/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546778 +2023-11-24 02:36:01,004 - Epoch: [79][10900/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546774 +2023-11-24 02:36:55,600 - Epoch: [79][11000/12168] Overall Loss 0.013070 Objective Loss 0.000000 Distill Loss 0.013070 LR 0.000063 Time 0.546766 +2023-11-24 02:37:50,322 - Epoch: [79][11100/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.546770 +2023-11-24 02:38:44,878 - Epoch: [79][11200/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546759 +2023-11-24 02:39:39,525 - Epoch: [79][11300/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546756 +2023-11-24 02:40:34,123 - Epoch: [79][11400/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546749 +2023-11-24 02:41:28,763 - Epoch: [79][11500/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546746 +2023-11-24 02:42:23,628 - Epoch: [79][11600/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546762 +2023-11-24 02:43:18,241 - Epoch: [79][11700/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546756 +2023-11-24 02:44:12,845 - Epoch: [79][11800/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546750 +2023-11-24 02:45:07,473 - Epoch: [79][11900/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546746 +2023-11-24 02:46:02,056 - Epoch: [79][12000/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.546738 +2023-11-24 02:46:56,824 - Epoch: [79][12100/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546745 +2023-11-24 02:47:33,833 - Epoch: [79][12168/12168] Overall Loss 0.013072 Objective Loss 0.000000 Distill Loss 0.013072 LR 0.000063 Time 0.546731 +2023-11-24 02:47:34,228 - --- validate (epoch=79)----------- +2023-11-24 02:47:34,228 - 167951 samples (256 per mini-batch) +2023-11-24 02:48:24,849 - Epoch: [79][ 100/ 657] Loss 0.000000 Overall Loss 0.013723 +2023-11-24 02:49:13,485 - Epoch: [79][ 200/ 657] Loss 0.000000 Overall Loss 0.013721 +2023-11-24 02:50:02,098 - Epoch: [79][ 300/ 657] Loss 0.000000 Overall Loss 0.013724 +2023-11-24 02:50:50,727 - Epoch: [79][ 400/ 657] Loss 0.000000 Overall Loss 0.013726 +2023-11-24 02:51:39,324 - Epoch: [79][ 500/ 657] Loss 0.000000 Overall Loss 0.013725 +2023-11-24 02:52:27,920 - Epoch: [79][ 600/ 657] Loss 0.000000 Overall Loss 0.013725 +2023-11-24 02:52:55,176 - Epoch: [79][ 657/ 657] Loss 0.000000 Overall Loss 0.013728 +2023-11-24 02:52:55,424 - ==> Overall Loss: 0.014 + +2023-11-24 02:52:55,426 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-24 02:52:55,427 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 02:52:55,460 - + +2023-11-24 02:52:55,460 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 02:53:59,845 - Epoch: [80][ 100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.643803 +2023-11-24 02:54:54,403 - Epoch: [80][ 200/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.594675 +2023-11-24 02:55:48,973 - Epoch: [80][ 300/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.578343 +2023-11-24 02:56:43,621 - Epoch: [80][ 400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.570369 +2023-11-24 02:57:38,233 - Epoch: [80][ 500/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.565512 +2023-11-24 02:58:32,862 - Epoch: [80][ 600/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.562304 +2023-11-24 02:59:27,481 - Epoch: [80][ 700/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.559997 +2023-11-24 03:00:22,103 - Epoch: [80][ 800/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.558271 +2023-11-24 03:01:16,793 - Epoch: [80][ 900/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.557004 +2023-11-24 03:02:11,404 - Epoch: [80][ 1000/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.555912 +2023-11-24 03:03:06,071 - Epoch: [80][ 1100/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.555069 +2023-11-24 03:04:00,635 - Epoch: [80][ 1200/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.554280 +2023-11-24 03:04:55,228 - Epoch: [80][ 1300/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.553636 +2023-11-24 03:05:49,844 - Epoch: [80][ 1400/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.553099 +2023-11-24 03:06:44,342 - Epoch: [80][ 1500/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.552556 +2023-11-24 03:07:38,896 - Epoch: [80][ 1600/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.552116 +2023-11-24 03:08:33,542 - Epoch: [80][ 1700/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.551781 +2023-11-24 03:09:28,040 - Epoch: [80][ 1800/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.551402 +2023-11-24 03:10:22,651 - Epoch: [80][ 1900/12168] Overall Loss 0.013069 Objective Loss 0.000000 Distill Loss 0.013069 LR 0.000063 Time 0.551122 +2023-11-24 03:11:17,199 - Epoch: [80][ 2000/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.550838 +2023-11-24 03:12:11,801 - Epoch: [80][ 2100/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.550607 +2023-11-24 03:13:06,362 - Epoch: [80][ 2200/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.550378 +2023-11-24 03:14:00,852 - Epoch: [80][ 2300/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.550139 +2023-11-24 03:14:55,544 - Epoch: [80][ 2400/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.550004 +2023-11-24 03:15:50,143 - Epoch: [80][ 2500/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.549842 +2023-11-24 03:16:44,817 - Epoch: [80][ 2600/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.549721 +2023-11-24 03:17:39,383 - Epoch: [80][ 2700/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.549570 +2023-11-24 03:18:34,055 - Epoch: [80][ 2800/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.549467 +2023-11-24 03:19:28,610 - Epoch: [80][ 2900/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.549331 +2023-11-24 03:20:23,108 - Epoch: [80][ 3000/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.549185 +2023-11-24 03:21:17,746 - Epoch: [80][ 3100/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.549093 +2023-11-24 03:22:12,279 - Epoch: [80][ 3200/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548975 +2023-11-24 03:23:06,897 - Epoch: [80][ 3300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548889 +2023-11-24 03:24:01,474 - Epoch: [80][ 3400/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548796 +2023-11-24 03:24:56,036 - Epoch: [80][ 3500/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548705 +2023-11-24 03:25:50,651 - Epoch: [80][ 3600/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548633 +2023-11-24 03:26:45,135 - Epoch: [80][ 3700/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548530 +2023-11-24 03:27:39,677 - Epoch: [80][ 3800/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.548447 +2023-11-24 03:28:34,266 - Epoch: [80][ 3900/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.548381 +2023-11-24 03:29:28,882 - Epoch: [80][ 4000/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548324 +2023-11-24 03:30:23,414 - Epoch: [80][ 4100/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548250 +2023-11-24 03:31:18,039 - Epoch: [80][ 4200/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548202 +2023-11-24 03:32:12,600 - Epoch: [80][ 4300/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548141 +2023-11-24 03:33:07,141 - Epoch: [80][ 4400/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548078 +2023-11-24 03:34:01,721 - Epoch: [80][ 4500/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.548027 +2023-11-24 03:34:56,247 - Epoch: [80][ 4600/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547966 +2023-11-24 03:35:50,759 - Epoch: [80][ 4700/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547905 +2023-11-24 03:36:45,327 - Epoch: [80][ 4800/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547858 +2023-11-24 03:37:39,960 - Epoch: [80][ 4900/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547826 +2023-11-24 03:38:34,556 - Epoch: [80][ 5000/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547788 +2023-11-24 03:39:29,185 - Epoch: [80][ 5100/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547758 +2023-11-24 03:40:23,793 - Epoch: [80][ 5200/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547726 +2023-11-24 03:41:18,340 - Epoch: [80][ 5300/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547682 +2023-11-24 03:42:12,912 - Epoch: [80][ 5400/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547645 +2023-11-24 03:43:07,455 - Epoch: [80][ 5500/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547605 +2023-11-24 03:44:02,031 - Epoch: [80][ 5600/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547571 +2023-11-24 03:44:56,598 - Epoch: [80][ 5700/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547537 +2023-11-24 03:45:51,147 - Epoch: [80][ 5800/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547501 +2023-11-24 03:46:45,656 - Epoch: [80][ 5900/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547460 +2023-11-24 03:47:40,232 - Epoch: [80][ 6000/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547431 +2023-11-24 03:48:34,804 - Epoch: [80][ 6100/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547403 +2023-11-24 03:49:29,397 - Epoch: [80][ 6200/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547378 +2023-11-24 03:50:23,955 - Epoch: [80][ 6300/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547349 +2023-11-24 03:51:18,528 - Epoch: [80][ 6400/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547324 +2023-11-24 03:52:13,218 - Epoch: [80][ 6500/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547317 +2023-11-24 03:53:07,676 - Epoch: [80][ 6600/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547275 +2023-11-24 03:54:02,237 - Epoch: [80][ 6700/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547249 +2023-11-24 03:54:56,878 - Epoch: [80][ 6800/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547237 +2023-11-24 03:55:51,434 - Epoch: [80][ 6900/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547212 +2023-11-24 03:56:46,033 - Epoch: [80][ 7000/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547194 +2023-11-24 03:57:40,721 - Epoch: [80][ 7100/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547189 +2023-11-24 03:58:35,351 - Epoch: [80][ 7200/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547176 +2023-11-24 03:59:29,929 - Epoch: [80][ 7300/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547157 +2023-11-24 04:00:24,489 - Epoch: [80][ 7400/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547135 +2023-11-24 04:01:19,178 - Epoch: [80][ 7500/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547132 +2023-11-24 04:02:13,823 - Epoch: [80][ 7600/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547122 +2023-11-24 04:03:08,373 - Epoch: [80][ 7700/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547101 +2023-11-24 04:04:03,008 - Epoch: [80][ 7800/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547091 +2023-11-24 04:04:57,675 - Epoch: [80][ 7900/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547085 +2023-11-24 04:05:52,194 - Epoch: [80][ 8000/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547061 +2023-11-24 04:06:46,870 - Epoch: [80][ 8100/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547057 +2023-11-24 04:07:41,523 - Epoch: [80][ 8200/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547050 +2023-11-24 04:08:36,198 - Epoch: [80][ 8300/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547046 +2023-11-24 04:09:30,834 - Epoch: [80][ 8400/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547038 +2023-11-24 04:10:25,457 - Epoch: [80][ 8500/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547028 +2023-11-24 04:11:20,207 - Epoch: [80][ 8600/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547033 +2023-11-24 04:12:14,855 - Epoch: [80][ 8700/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547026 +2023-11-24 04:13:09,452 - Epoch: [80][ 8800/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547014 +2023-11-24 04:14:04,196 - Epoch: [80][ 8900/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547018 +2023-11-24 04:14:58,932 - Epoch: [80][ 9000/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547022 +2023-11-24 04:15:53,561 - Epoch: [80][ 9100/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547013 +2023-11-24 04:16:48,140 - Epoch: [80][ 9200/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547000 +2023-11-24 04:17:42,879 - Epoch: [80][ 9300/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547003 +2023-11-24 04:18:37,525 - Epoch: [80][ 9400/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.546997 +2023-11-24 04:19:32,144 - Epoch: [80][ 9500/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.546989 +2023-11-24 04:20:26,773 - Epoch: [80][ 9600/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.546981 +2023-11-24 04:21:21,410 - Epoch: [80][ 9700/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.546974 +2023-11-24 04:22:16,033 - Epoch: [80][ 9800/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.546966 +2023-11-24 04:23:10,676 - Epoch: [80][ 9900/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.546961 +2023-11-24 04:24:05,268 - Epoch: [80][10000/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.546950 +2023-11-24 04:24:59,895 - Epoch: [80][10100/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.546943 +2023-11-24 04:25:54,622 - Epoch: [80][10200/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.546946 +2023-11-24 04:26:49,301 - Epoch: [80][10300/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.546944 +2023-11-24 04:27:43,960 - Epoch: [80][10400/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.546940 +2023-11-24 04:28:38,637 - Epoch: [80][10500/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.546938 +2023-11-24 04:29:33,277 - Epoch: [80][10600/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.546933 +2023-11-24 04:30:27,850 - Epoch: [80][10700/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.546921 +2023-11-24 04:31:22,452 - Epoch: [80][10800/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.546913 +2023-11-24 04:32:17,003 - Epoch: [80][10900/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.546900 +2023-11-24 04:33:11,661 - Epoch: [80][11000/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.546897 +2023-11-24 04:34:06,221 - Epoch: [80][11100/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.546884 +2023-11-24 04:35:00,878 - Epoch: [80][11200/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.546881 +2023-11-24 04:35:55,493 - Epoch: [80][11300/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.546875 +2023-11-24 04:36:50,126 - Epoch: [80][11400/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.546870 +2023-11-24 04:37:44,697 - Epoch: [80][11500/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.546859 +2023-11-24 04:38:39,345 - Epoch: [80][11600/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.546856 +2023-11-24 04:39:34,000 - Epoch: [80][11700/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.546853 +2023-11-24 04:40:28,678 - Epoch: [80][11800/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.546852 +2023-11-24 04:41:23,303 - Epoch: [80][11900/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.546847 +2023-11-24 04:42:18,037 - Epoch: [80][12000/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.546850 +2023-11-24 04:43:12,639 - Epoch: [80][12100/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.546843 +2023-11-24 04:43:49,642 - Epoch: [80][12168/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.546828 +2023-11-24 04:43:50,031 - --- validate (epoch=80)----------- +2023-11-24 04:43:50,031 - 167951 samples (256 per mini-batch) +2023-11-24 04:44:41,043 - Epoch: [80][ 100/ 657] Loss 0.000000 Overall Loss 0.013712 +2023-11-24 04:45:29,703 - Epoch: [80][ 200/ 657] Loss 0.000000 Overall Loss 0.013707 +2023-11-24 04:46:18,304 - Epoch: [80][ 300/ 657] Loss 0.000000 Overall Loss 0.013704 +2023-11-24 04:47:06,902 - Epoch: [80][ 400/ 657] Loss 0.000000 Overall Loss 0.013702 +2023-11-24 04:47:55,528 - Epoch: [80][ 500/ 657] Loss 0.000000 Overall Loss 0.013713 +2023-11-24 04:48:44,132 - Epoch: [80][ 600/ 657] Loss 0.000000 Overall Loss 0.013715 +2023-11-24 04:49:11,405 - Epoch: [80][ 657/ 657] Loss 0.000000 Overall Loss 0.013718 +2023-11-24 04:49:11,623 - ==> Overall Loss: 0.014 + +2023-11-24 04:49:11,624 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-24 04:49:11,625 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 04:49:11,646 - + +2023-11-24 04:49:11,646 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 04:50:16,965 - Epoch: [81][ 100/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.653152 +2023-11-24 04:51:11,565 - Epoch: [81][ 200/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.599563 +2023-11-24 04:52:06,112 - Epoch: [81][ 300/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.581523 +2023-11-24 04:53:00,611 - Epoch: [81][ 400/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.572380 +2023-11-24 04:53:55,172 - Epoch: [81][ 500/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.567022 +2023-11-24 04:54:49,726 - Epoch: [81][ 600/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.563436 +2023-11-24 04:55:44,306 - Epoch: [81][ 700/12168] Overall Loss 0.013064 Objective Loss 0.000000 Distill Loss 0.013064 LR 0.000063 Time 0.560912 +2023-11-24 04:56:39,004 - Epoch: [81][ 800/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.559166 +2023-11-24 04:57:33,571 - Epoch: [81][ 900/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.557663 +2023-11-24 04:58:28,257 - Epoch: [81][ 1000/12168] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.000063 Time 0.556579 +2023-11-24 04:59:22,863 - Epoch: [81][ 1100/12168] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.000063 Time 0.555620 +2023-11-24 05:00:17,480 - Epoch: [81][ 1200/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.554831 +2023-11-24 05:01:12,060 - Epoch: [81][ 1300/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.554133 +2023-11-24 05:02:06,661 - Epoch: [81][ 1400/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.553551 +2023-11-24 05:03:01,263 - Epoch: [81][ 1500/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.553047 +2023-11-24 05:03:55,914 - Epoch: [81][ 1600/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.552636 +2023-11-24 05:04:50,474 - Epoch: [81][ 1700/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.552220 +2023-11-24 05:05:45,039 - Epoch: [81][ 1800/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.551853 +2023-11-24 05:06:39,553 - Epoch: [81][ 1900/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.551499 +2023-11-24 05:07:34,161 - Epoch: [81][ 2000/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.551226 +2023-11-24 05:08:28,803 - Epoch: [81][ 2100/12168] Overall Loss 0.013065 Objective Loss 0.000000 Distill Loss 0.013065 LR 0.000063 Time 0.550996 +2023-11-24 05:09:23,349 - Epoch: [81][ 2200/12168] Overall Loss 0.013067 Objective Loss 0.000000 Distill Loss 0.013067 LR 0.000063 Time 0.550743 +2023-11-24 05:10:17,913 - Epoch: [81][ 2300/12168] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.000063 Time 0.550519 +2023-11-24 05:11:12,493 - Epoch: [81][ 2400/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.550322 +2023-11-24 05:12:07,056 - Epoch: [81][ 2500/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.550133 +2023-11-24 05:13:01,701 - Epoch: [81][ 2600/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.549990 +2023-11-24 05:13:56,333 - Epoch: [81][ 2700/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.549853 +2023-11-24 05:14:50,956 - Epoch: [81][ 2800/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.549723 +2023-11-24 05:15:45,485 - Epoch: [81][ 2900/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.549568 +2023-11-24 05:16:40,065 - Epoch: [81][ 3000/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.549442 +2023-11-24 05:17:34,664 - Epoch: [81][ 3100/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.549329 +2023-11-24 05:18:29,235 - Epoch: [81][ 3200/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.549215 +2023-11-24 05:19:23,943 - Epoch: [81][ 3300/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.549150 +2023-11-24 05:20:18,575 - Epoch: [81][ 3400/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.549066 +2023-11-24 05:21:13,176 - Epoch: [81][ 3500/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548978 +2023-11-24 05:22:07,723 - Epoch: [81][ 3600/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548879 +2023-11-24 05:23:02,288 - Epoch: [81][ 3700/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548791 +2023-11-24 05:23:56,880 - Epoch: [81][ 3800/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548715 +2023-11-24 05:24:51,463 - Epoch: [81][ 3900/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548640 +2023-11-24 05:25:46,142 - Epoch: [81][ 4000/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548593 +2023-11-24 05:26:40,848 - Epoch: [81][ 4100/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548555 +2023-11-24 05:27:35,479 - Epoch: [81][ 4200/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548501 +2023-11-24 05:28:30,151 - Epoch: [81][ 4300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548459 +2023-11-24 05:29:24,873 - Epoch: [81][ 4400/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.548430 +2023-11-24 05:30:19,616 - Epoch: [81][ 4500/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548407 +2023-11-24 05:31:14,327 - Epoch: [81][ 4600/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548378 +2023-11-24 05:32:08,938 - Epoch: [81][ 4700/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548329 +2023-11-24 05:33:03,561 - Epoch: [81][ 4800/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.548285 +2023-11-24 05:33:58,147 - Epoch: [81][ 4900/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548235 +2023-11-24 05:34:52,798 - Epoch: [81][ 5000/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548199 +2023-11-24 05:35:47,475 - Epoch: [81][ 5100/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548171 +2023-11-24 05:36:42,111 - Epoch: [81][ 5200/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.548135 +2023-11-24 05:37:36,654 - Epoch: [81][ 5300/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548084 +2023-11-24 05:38:31,289 - Epoch: [81][ 5400/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548051 +2023-11-24 05:39:25,915 - Epoch: [81][ 5500/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.548018 +2023-11-24 05:40:20,465 - Epoch: [81][ 5600/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.547972 +2023-11-24 05:41:15,056 - Epoch: [81][ 5700/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.547936 +2023-11-24 05:42:09,646 - Epoch: [81][ 5800/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.547900 +2023-11-24 05:43:04,335 - Epoch: [81][ 5900/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547882 +2023-11-24 05:43:58,857 - Epoch: [81][ 6000/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547838 +2023-11-24 05:44:53,411 - Epoch: [81][ 6100/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547799 +2023-11-24 05:45:47,902 - Epoch: [81][ 6200/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547752 +2023-11-24 05:46:42,621 - Epoch: [81][ 6300/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547743 +2023-11-24 05:47:37,162 - Epoch: [81][ 6400/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547706 +2023-11-24 05:48:31,809 - Epoch: [81][ 6500/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547686 +2023-11-24 05:49:26,382 - Epoch: [81][ 6600/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547656 +2023-11-24 05:50:21,028 - Epoch: [81][ 6700/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547638 +2023-11-24 05:51:15,588 - Epoch: [81][ 6800/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547608 +2023-11-24 05:52:10,200 - Epoch: [81][ 6900/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.547586 +2023-11-24 05:53:04,816 - Epoch: [81][ 7000/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.547565 +2023-11-24 05:53:59,342 - Epoch: [81][ 7100/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.547532 +2023-11-24 05:54:54,106 - Epoch: [81][ 7200/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.547533 +2023-11-24 05:55:48,749 - Epoch: [81][ 7300/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.547517 +2023-11-24 05:56:43,352 - Epoch: [81][ 7400/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547497 +2023-11-24 05:57:37,985 - Epoch: [81][ 7500/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547481 +2023-11-24 05:58:32,585 - Epoch: [81][ 7600/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547461 +2023-11-24 05:59:27,221 - Epoch: [81][ 7700/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547446 +2023-11-24 06:00:21,893 - Epoch: [81][ 7800/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547437 +2023-11-24 06:01:16,555 - Epoch: [81][ 7900/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547426 +2023-11-24 06:02:11,290 - Epoch: [81][ 8000/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547424 +2023-11-24 06:03:05,848 - Epoch: [81][ 8100/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.547401 +2023-11-24 06:04:00,468 - Epoch: [81][ 8200/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547386 +2023-11-24 06:04:55,127 - Epoch: [81][ 8300/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547376 +2023-11-24 06:05:49,715 - Epoch: [81][ 8400/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547358 +2023-11-24 06:06:44,347 - Epoch: [81][ 8500/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547346 +2023-11-24 06:07:38,949 - Epoch: [81][ 8600/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547330 +2023-11-24 06:08:33,546 - Epoch: [81][ 8700/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547314 +2023-11-24 06:09:28,162 - Epoch: [81][ 8800/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547300 +2023-11-24 06:10:22,792 - Epoch: [81][ 8900/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547289 +2023-11-24 06:11:17,412 - Epoch: [81][ 9000/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547276 +2023-11-24 06:12:12,029 - Epoch: [81][ 9100/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547264 +2023-11-24 06:13:06,685 - Epoch: [81][ 9200/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547256 +2023-11-24 06:14:01,341 - Epoch: [81][ 9300/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547248 +2023-11-24 06:14:55,972 - Epoch: [81][ 9400/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547238 +2023-11-24 06:15:50,634 - Epoch: [81][ 9500/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547231 +2023-11-24 06:16:45,226 - Epoch: [81][ 9600/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547217 +2023-11-24 06:17:39,927 - Epoch: [81][ 9700/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547214 +2023-11-24 06:18:34,444 - Epoch: [81][ 9800/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547193 +2023-11-24 06:19:29,155 - Epoch: [81][ 9900/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547192 +2023-11-24 06:20:23,804 - Epoch: [81][10000/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547185 +2023-11-24 06:21:18,439 - Epoch: [81][10100/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547176 +2023-11-24 06:22:13,138 - Epoch: [81][10200/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547174 +2023-11-24 06:23:07,737 - Epoch: [81][10300/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.547162 +2023-11-24 06:24:02,401 - Epoch: [81][10400/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547157 +2023-11-24 06:24:56,989 - Epoch: [81][10500/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547144 +2023-11-24 06:25:51,546 - Epoch: [81][10600/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547129 +2023-11-24 06:26:46,191 - Epoch: [81][10700/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.547123 +2023-11-24 06:27:40,781 - Epoch: [81][10800/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547111 +2023-11-24 06:28:35,365 - Epoch: [81][10900/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547099 +2023-11-24 06:29:30,025 - Epoch: [81][11000/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.547094 +2023-11-24 06:30:24,647 - Epoch: [81][11100/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547086 +2023-11-24 06:31:19,231 - Epoch: [81][11200/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547075 +2023-11-24 06:32:13,795 - Epoch: [81][11300/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547062 +2023-11-24 06:33:08,368 - Epoch: [81][11400/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547050 +2023-11-24 06:34:02,929 - Epoch: [81][11500/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.547037 +2023-11-24 06:34:57,589 - Epoch: [81][11600/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547033 +2023-11-24 06:35:52,196 - Epoch: [81][11700/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547025 +2023-11-24 06:36:46,841 - Epoch: [81][11800/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547019 +2023-11-24 06:37:41,468 - Epoch: [81][11900/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547013 +2023-11-24 06:38:36,091 - Epoch: [81][12000/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547006 +2023-11-24 06:39:30,890 - Epoch: [81][12100/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547014 +2023-11-24 06:40:07,975 - Epoch: [81][12168/12168] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.000063 Time 0.547005 +2023-11-24 06:40:08,368 - --- validate (epoch=81)----------- +2023-11-24 06:40:08,368 - 167951 samples (256 per mini-batch) +2023-11-24 06:40:59,336 - Epoch: [81][ 100/ 657] Loss 0.000000 Overall Loss 0.013769 +2023-11-24 06:41:47,929 - Epoch: [81][ 200/ 657] Loss 0.000000 Overall Loss 0.013761 +2023-11-24 06:42:36,552 - Epoch: [81][ 300/ 657] Loss 0.000000 Overall Loss 0.013765 +2023-11-24 06:43:25,141 - Epoch: [81][ 400/ 657] Loss 0.000000 Overall Loss 0.013763 +2023-11-24 06:44:13,735 - Epoch: [81][ 500/ 657] Loss 0.000000 Overall Loss 0.013760 +2023-11-24 06:45:02,342 - Epoch: [81][ 600/ 657] Loss 0.000000 Overall Loss 0.013758 +2023-11-24 06:45:29,599 - Epoch: [81][ 657/ 657] Loss 0.000000 Overall Loss 0.013762 +2023-11-24 06:45:29,819 - ==> Overall Loss: 0.014 + +2023-11-24 06:45:29,821 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-24 06:45:29,821 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 06:45:29,834 - + +2023-11-24 06:45:29,834 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 06:46:33,953 - Epoch: [82][ 100/12168] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.000063 Time 0.641154 +2023-11-24 06:47:28,545 - Epoch: [82][ 200/12168] Overall Loss 0.013088 Objective Loss 0.000000 Distill Loss 0.013088 LR 0.000063 Time 0.593517 +2023-11-24 06:48:23,171 - Epoch: [82][ 300/12168] Overall Loss 0.013090 Objective Loss 0.000000 Distill Loss 0.013090 LR 0.000063 Time 0.577757 +2023-11-24 06:49:17,819 - Epoch: [82][ 400/12168] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.000063 Time 0.569930 +2023-11-24 06:50:12,417 - Epoch: [82][ 500/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.565132 +2023-11-24 06:51:06,979 - Epoch: [82][ 600/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.561875 +2023-11-24 06:52:01,493 - Epoch: [82][ 700/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.559480 +2023-11-24 06:52:55,980 - Epoch: [82][ 800/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.557651 +2023-11-24 06:53:50,544 - Epoch: [82][ 900/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.556312 +2023-11-24 06:54:45,102 - Epoch: [82][ 1000/12168] Overall Loss 0.013060 Objective Loss 0.000000 Distill Loss 0.013060 LR 0.000063 Time 0.555236 +2023-11-24 06:55:39,547 - Epoch: [82][ 1100/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.554253 +2023-11-24 06:56:34,077 - Epoch: [82][ 1200/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.553504 +2023-11-24 06:57:28,664 - Epoch: [82][ 1300/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.552914 +2023-11-24 06:58:23,272 - Epoch: [82][ 1400/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.552424 +2023-11-24 06:59:17,894 - Epoch: [82][ 1500/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.552009 +2023-11-24 07:00:12,498 - Epoch: [82][ 1600/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.551634 +2023-11-24 07:01:07,082 - Epoch: [82][ 1700/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.551291 +2023-11-24 07:02:01,698 - Epoch: [82][ 1800/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.551004 +2023-11-24 07:02:56,303 - Epoch: [82][ 1900/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.550742 +2023-11-24 07:03:50,777 - Epoch: [82][ 2000/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.550440 +2023-11-24 07:04:45,382 - Epoch: [82][ 2100/12168] Overall Loss 0.013059 Objective Loss 0.000000 Distill Loss 0.013059 LR 0.000063 Time 0.550229 +2023-11-24 07:05:39,985 - Epoch: [82][ 2200/12168] Overall Loss 0.013061 Objective Loss 0.000000 Distill Loss 0.013061 LR 0.000063 Time 0.550037 +2023-11-24 07:06:34,572 - Epoch: [82][ 2300/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.549854 +2023-11-24 07:07:29,106 - Epoch: [82][ 2400/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.549665 +2023-11-24 07:08:23,642 - Epoch: [82][ 2500/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.549492 +2023-11-24 07:09:18,269 - Epoch: [82][ 2600/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.549367 +2023-11-24 07:10:12,820 - Epoch: [82][ 2700/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.549223 +2023-11-24 07:11:07,267 - Epoch: [82][ 2800/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.549052 +2023-11-24 07:12:01,840 - Epoch: [82][ 2900/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.548936 +2023-11-24 07:12:56,383 - Epoch: [82][ 3000/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548819 +2023-11-24 07:13:50,991 - Epoch: [82][ 3100/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.548729 +2023-11-24 07:14:45,653 - Epoch: [82][ 3200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.548662 +2023-11-24 07:15:40,278 - Epoch: [82][ 3300/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.548588 +2023-11-24 07:16:34,817 - Epoch: [82][ 3400/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.548493 +2023-11-24 07:17:29,345 - Epoch: [82][ 3500/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.548400 +2023-11-24 07:18:23,919 - Epoch: [82][ 3600/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.548326 +2023-11-24 07:19:18,455 - Epoch: [82][ 3700/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.548245 +2023-11-24 07:20:13,008 - Epoch: [82][ 3800/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.548172 +2023-11-24 07:21:07,595 - Epoch: [82][ 3900/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.548113 +2023-11-24 07:22:02,252 - Epoch: [82][ 4000/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.548073 +2023-11-24 07:22:56,841 - Epoch: [82][ 4100/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.548019 +2023-11-24 07:23:51,516 - Epoch: [82][ 4200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547988 +2023-11-24 07:24:46,115 - Epoch: [82][ 4300/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547941 +2023-11-24 07:25:40,665 - Epoch: [82][ 4400/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547885 +2023-11-24 07:26:35,354 - Epoch: [82][ 4500/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547862 +2023-11-24 07:27:29,884 - Epoch: [82][ 4600/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547806 +2023-11-24 07:28:24,367 - Epoch: [82][ 4700/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547742 +2023-11-24 07:29:18,909 - Epoch: [82][ 4800/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547693 +2023-11-24 07:30:13,500 - Epoch: [82][ 4900/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547656 +2023-11-24 07:31:08,107 - Epoch: [82][ 5000/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547623 +2023-11-24 07:32:02,648 - Epoch: [82][ 5100/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547579 +2023-11-24 07:32:57,251 - Epoch: [82][ 5200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547549 +2023-11-24 07:33:51,814 - Epoch: [82][ 5300/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547512 +2023-11-24 07:34:46,424 - Epoch: [82][ 5400/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547485 +2023-11-24 07:35:40,984 - Epoch: [82][ 5500/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.547451 +2023-11-24 07:36:35,550 - Epoch: [82][ 5600/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547418 +2023-11-24 07:37:30,217 - Epoch: [82][ 5700/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.547404 +2023-11-24 07:38:24,883 - Epoch: [82][ 5800/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547391 +2023-11-24 07:39:19,498 - Epoch: [82][ 5900/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.547369 +2023-11-24 07:40:14,097 - Epoch: [82][ 6000/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547346 +2023-11-24 07:41:08,710 - Epoch: [82][ 6100/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.547325 +2023-11-24 07:42:03,260 - Epoch: [82][ 6200/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.547295 +2023-11-24 07:42:57,778 - Epoch: [82][ 6300/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.547261 +2023-11-24 07:43:52,480 - Epoch: [82][ 6400/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547257 +2023-11-24 07:44:46,990 - Epoch: [82][ 6500/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547224 +2023-11-24 07:45:41,582 - Epoch: [82][ 6600/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547203 +2023-11-24 07:46:36,157 - Epoch: [82][ 6700/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547181 +2023-11-24 07:47:30,792 - Epoch: [82][ 6800/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547169 +2023-11-24 07:48:25,414 - Epoch: [82][ 6900/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.547154 +2023-11-24 07:49:20,031 - Epoch: [82][ 7000/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.547140 +2023-11-24 07:50:14,529 - Epoch: [82][ 7100/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547109 +2023-11-24 07:51:09,152 - Epoch: [82][ 7200/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547096 +2023-11-24 07:52:03,793 - Epoch: [82][ 7300/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547087 +2023-11-24 07:52:58,271 - Epoch: [82][ 7400/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547055 +2023-11-24 07:53:52,882 - Epoch: [82][ 7500/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547042 +2023-11-24 07:54:47,474 - Epoch: [82][ 7600/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547027 +2023-11-24 07:55:42,032 - Epoch: [82][ 7700/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547008 +2023-11-24 07:56:36,649 - Epoch: [82][ 7800/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546996 +2023-11-24 07:57:31,259 - Epoch: [82][ 7900/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546985 +2023-11-24 07:58:25,818 - Epoch: [82][ 8000/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546967 +2023-11-24 07:59:20,350 - Epoch: [82][ 8100/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546946 +2023-11-24 08:00:15,002 - Epoch: [82][ 8200/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546941 +2023-11-24 08:01:09,584 - Epoch: [82][ 8300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546927 +2023-11-24 08:02:04,079 - Epoch: [82][ 8400/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546903 +2023-11-24 08:02:58,721 - Epoch: [82][ 8500/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546897 +2023-11-24 08:03:53,345 - Epoch: [82][ 8600/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546889 +2023-11-24 08:04:47,932 - Epoch: [82][ 8700/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546877 +2023-11-24 08:05:42,484 - Epoch: [82][ 8800/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546861 +2023-11-24 08:06:37,137 - Epoch: [82][ 8900/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546857 +2023-11-24 08:07:31,764 - Epoch: [82][ 9000/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546850 +2023-11-24 08:08:26,388 - Epoch: [82][ 9100/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546843 +2023-11-24 08:09:20,993 - Epoch: [82][ 9200/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546834 +2023-11-24 08:10:15,505 - Epoch: [82][ 9300/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546815 +2023-11-24 08:11:10,220 - Epoch: [82][ 9400/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546819 +2023-11-24 08:12:04,714 - Epoch: [82][ 9500/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546798 +2023-11-24 08:12:59,288 - Epoch: [82][ 9600/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546787 +2023-11-24 08:13:53,863 - Epoch: [82][ 9700/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546776 +2023-11-24 08:14:48,545 - Epoch: [82][ 9800/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546776 +2023-11-24 08:15:43,140 - Epoch: [82][ 9900/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546768 +2023-11-24 08:16:37,714 - Epoch: [82][10000/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546757 +2023-11-24 08:17:32,283 - Epoch: [82][10100/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546746 +2023-11-24 08:18:26,940 - Epoch: [82][10200/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546744 +2023-11-24 08:19:21,554 - Epoch: [82][10300/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546738 +2023-11-24 08:20:16,232 - Epoch: [82][10400/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546738 +2023-11-24 08:21:10,845 - Epoch: [82][10500/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546732 +2023-11-24 08:22:05,434 - Epoch: [82][10600/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546724 +2023-11-24 08:23:00,062 - Epoch: [82][10700/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546719 +2023-11-24 08:23:54,598 - Epoch: [82][10800/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546706 +2023-11-24 08:24:49,190 - Epoch: [82][10900/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546699 +2023-11-24 08:25:43,769 - Epoch: [82][11000/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546690 +2023-11-24 08:26:38,386 - Epoch: [82][11100/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546685 +2023-11-24 08:27:32,951 - Epoch: [82][11200/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546676 +2023-11-24 08:28:27,511 - Epoch: [82][11300/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546666 +2023-11-24 08:29:22,077 - Epoch: [82][11400/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546657 +2023-11-24 08:30:16,710 - Epoch: [82][11500/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546654 +2023-11-24 08:31:11,298 - Epoch: [82][11600/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546647 +2023-11-24 08:32:05,934 - Epoch: [82][11700/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546644 +2023-11-24 08:33:00,498 - Epoch: [82][11800/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546635 +2023-11-24 08:33:55,093 - Epoch: [82][11900/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546629 +2023-11-24 08:34:49,566 - Epoch: [82][12000/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546613 +2023-11-24 08:35:44,071 - Epoch: [82][12100/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546600 +2023-11-24 08:36:21,087 - Epoch: [82][12168/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546588 +2023-11-24 08:36:21,484 - --- validate (epoch=82)----------- +2023-11-24 08:36:21,484 - 167951 samples (256 per mini-batch) +2023-11-24 08:37:12,620 - Epoch: [82][ 100/ 657] Loss 0.000000 Overall Loss 0.013688 +2023-11-24 08:38:01,226 - Epoch: [82][ 200/ 657] Loss 0.000000 Overall Loss 0.013693 +2023-11-24 08:38:49,831 - Epoch: [82][ 300/ 657] Loss 0.000000 Overall Loss 0.013689 +2023-11-24 08:39:38,431 - Epoch: [82][ 400/ 657] Loss 0.000000 Overall Loss 0.013685 +2023-11-24 08:40:27,004 - Epoch: [82][ 500/ 657] Loss 0.000000 Overall Loss 0.013690 +2023-11-24 08:41:15,597 - Epoch: [82][ 600/ 657] Loss 0.000000 Overall Loss 0.013682 +2023-11-24 08:41:42,863 - Epoch: [82][ 657/ 657] Loss 0.000000 Overall Loss 0.013683 +2023-11-24 08:41:43,075 - ==> Overall Loss: 0.014 + +2023-11-24 08:41:43,077 - ==> Best [Overall Loss: 0.013676 on epoch: 70] +2023-11-24 08:41:43,077 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 08:41:43,098 - + +2023-11-24 08:41:43,098 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 08:42:45,992 - Epoch: [83][ 100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.628893 +2023-11-24 08:43:40,594 - Epoch: [83][ 200/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.587441 +2023-11-24 08:44:35,055 - Epoch: [83][ 300/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.573155 +2023-11-24 08:45:29,618 - Epoch: [83][ 400/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.566265 +2023-11-24 08:46:24,245 - Epoch: [83][ 500/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.562261 +2023-11-24 08:47:18,719 - Epoch: [83][ 600/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.559336 +2023-11-24 08:48:13,223 - Epoch: [83][ 700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.557289 +2023-11-24 08:49:07,834 - Epoch: [83][ 800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.555888 +2023-11-24 08:50:02,446 - Epoch: [83][ 900/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.554799 +2023-11-24 08:50:57,056 - Epoch: [83][ 1000/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.553926 +2023-11-24 08:51:51,646 - Epoch: [83][ 1100/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.553193 +2023-11-24 08:52:46,208 - Epoch: [83][ 1200/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.552560 +2023-11-24 08:53:40,786 - Epoch: [83][ 1300/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.552036 +2023-11-24 08:54:35,294 - Epoch: [83][ 1400/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.551537 +2023-11-24 08:55:29,852 - Epoch: [83][ 1500/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.551138 +2023-11-24 08:56:24,298 - Epoch: [83][ 1600/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.550718 +2023-11-24 08:57:18,885 - Epoch: [83][ 1700/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.550432 +2023-11-24 08:58:13,513 - Epoch: [83][ 1800/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.550199 +2023-11-24 08:59:08,093 - Epoch: [83][ 1900/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.549966 +2023-11-24 09:00:02,615 - Epoch: [83][ 2000/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.549727 +2023-11-24 09:00:57,201 - Epoch: [83][ 2100/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.549541 +2023-11-24 09:01:51,725 - Epoch: [83][ 2200/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.549344 +2023-11-24 09:02:46,349 - Epoch: [83][ 2300/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.549208 +2023-11-24 09:03:40,935 - Epoch: [83][ 2400/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.549067 +2023-11-24 09:04:35,469 - Epoch: [83][ 2500/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.548917 +2023-11-24 09:05:30,038 - Epoch: [83][ 2600/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.548792 +2023-11-24 09:06:24,520 - Epoch: [83][ 2700/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.548643 +2023-11-24 09:07:19,102 - Epoch: [83][ 2800/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.548541 +2023-11-24 09:08:13,625 - Epoch: [83][ 2900/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.548426 +2023-11-24 09:09:08,154 - Epoch: [83][ 3000/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.548321 +2023-11-24 09:10:02,787 - Epoch: [83][ 3100/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.548255 +2023-11-24 09:10:57,307 - Epoch: [83][ 3200/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.548159 +2023-11-24 09:11:51,847 - Epoch: [83][ 3300/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.548074 +2023-11-24 09:12:46,327 - Epoch: [83][ 3400/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547978 +2023-11-24 09:13:40,954 - Epoch: [83][ 3500/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547928 +2023-11-24 09:14:35,579 - Epoch: [83][ 3600/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547880 +2023-11-24 09:15:30,168 - Epoch: [83][ 3700/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.547826 +2023-11-24 09:16:24,695 - Epoch: [83][ 3800/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.547757 +2023-11-24 09:17:19,198 - Epoch: [83][ 3900/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.547687 +2023-11-24 09:18:13,810 - Epoch: [83][ 4000/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547647 +2023-11-24 09:19:08,275 - Epoch: [83][ 4100/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.547573 +2023-11-24 09:20:02,908 - Epoch: [83][ 4200/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547543 +2023-11-24 09:20:57,534 - Epoch: [83][ 4300/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547512 +2023-11-24 09:21:52,004 - Epoch: [83][ 4400/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.547448 +2023-11-24 09:22:46,459 - Epoch: [83][ 4500/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.547383 +2023-11-24 09:23:41,022 - Epoch: [83][ 4600/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.547344 +2023-11-24 09:24:35,575 - Epoch: [83][ 4700/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.547305 +2023-11-24 09:25:30,075 - Epoch: [83][ 4800/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.547256 +2023-11-24 09:26:24,667 - Epoch: [83][ 4900/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.547228 +2023-11-24 09:27:19,183 - Epoch: [83][ 5000/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.547186 +2023-11-24 09:28:13,797 - Epoch: [83][ 5100/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547165 +2023-11-24 09:29:08,412 - Epoch: [83][ 5200/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547145 +2023-11-24 09:30:02,934 - Epoch: [83][ 5300/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547108 +2023-11-24 09:30:57,577 - Epoch: [83][ 5400/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547095 +2023-11-24 09:31:52,180 - Epoch: [83][ 5500/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.547075 +2023-11-24 09:32:46,677 - Epoch: [83][ 5600/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547037 +2023-11-24 09:33:41,219 - Epoch: [83][ 5700/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.547008 +2023-11-24 09:34:35,833 - Epoch: [83][ 5800/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.546992 +2023-11-24 09:35:30,375 - Epoch: [83][ 5900/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546965 +2023-11-24 09:36:24,866 - Epoch: [83][ 6000/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546930 +2023-11-24 09:37:19,380 - Epoch: [83][ 6100/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546901 +2023-11-24 09:38:13,911 - Epoch: [83][ 6200/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546874 +2023-11-24 09:39:08,489 - Epoch: [83][ 6300/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546856 +2023-11-24 09:40:03,011 - Epoch: [83][ 6400/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546830 +2023-11-24 09:40:57,611 - Epoch: [83][ 6500/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546817 +2023-11-24 09:41:52,174 - Epoch: [83][ 6600/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546799 +2023-11-24 09:42:46,799 - Epoch: [83][ 6700/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546790 +2023-11-24 09:43:41,433 - Epoch: [83][ 6800/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546783 +2023-11-24 09:44:35,998 - Epoch: [83][ 6900/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546766 +2023-11-24 09:45:30,510 - Epoch: [83][ 7000/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546742 +2023-11-24 09:46:25,111 - Epoch: [83][ 7100/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546731 +2023-11-24 09:47:19,665 - Epoch: [83][ 7200/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546715 +2023-11-24 09:48:14,241 - Epoch: [83][ 7300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546701 +2023-11-24 09:49:08,757 - Epoch: [83][ 7400/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546680 +2023-11-24 09:50:03,282 - Epoch: [83][ 7500/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546660 +2023-11-24 09:50:57,825 - Epoch: [83][ 7600/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546644 +2023-11-24 09:51:52,332 - Epoch: [83][ 7700/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546623 +2023-11-24 09:52:46,925 - Epoch: [83][ 7800/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546614 +2023-11-24 09:53:41,520 - Epoch: [83][ 7900/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546605 +2023-11-24 09:54:36,077 - Epoch: [83][ 8000/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546592 +2023-11-24 09:55:30,691 - Epoch: [83][ 8100/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546586 +2023-11-24 09:56:25,319 - Epoch: [83][ 8200/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546582 +2023-11-24 09:57:19,923 - Epoch: [83][ 8300/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546575 +2023-11-24 09:58:14,391 - Epoch: [83][ 8400/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546552 +2023-11-24 09:59:09,014 - Epoch: [83][ 8500/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546548 +2023-11-24 10:00:03,577 - Epoch: [83][ 8600/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546537 +2023-11-24 10:00:58,150 - Epoch: [83][ 8700/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546527 +2023-11-24 10:01:52,727 - Epoch: [83][ 8800/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546518 +2023-11-24 10:02:47,381 - Epoch: [83][ 8900/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546518 +2023-11-24 10:03:41,950 - Epoch: [83][ 9000/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546508 +2023-11-24 10:04:36,477 - Epoch: [83][ 9100/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546494 +2023-11-24 10:05:31,024 - Epoch: [83][ 9200/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546483 +2023-11-24 10:06:25,557 - Epoch: [83][ 9300/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546470 +2023-11-24 10:07:20,140 - Epoch: [83][ 9400/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546463 +2023-11-24 10:08:14,775 - Epoch: [83][ 9500/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546462 +2023-11-24 10:09:09,324 - Epoch: [83][ 9600/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546451 +2023-11-24 10:10:03,896 - Epoch: [83][ 9700/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546443 +2023-11-24 10:10:58,461 - Epoch: [83][ 9800/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546435 +2023-11-24 10:11:53,020 - Epoch: [83][ 9900/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546426 +2023-11-24 10:12:47,630 - Epoch: [83][10000/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546422 +2023-11-24 10:13:42,147 - Epoch: [83][10100/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546410 +2023-11-24 10:14:36,695 - Epoch: [83][10200/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546400 +2023-11-24 10:15:31,243 - Epoch: [83][10300/12168] Overall Loss 0.013055 Objective Loss 0.000000 Distill Loss 0.013055 LR 0.000063 Time 0.546391 +2023-11-24 10:16:25,819 - Epoch: [83][10400/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546385 +2023-11-24 10:17:20,342 - Epoch: [83][10500/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546374 +2023-11-24 10:18:14,858 - Epoch: [83][10600/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546362 +2023-11-24 10:19:09,430 - Epoch: [83][10700/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546355 +2023-11-24 10:20:04,058 - Epoch: [83][10800/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546355 +2023-11-24 10:20:58,501 - Epoch: [83][10900/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546337 +2023-11-24 10:21:53,112 - Epoch: [83][11000/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546334 +2023-11-24 10:22:47,657 - Epoch: [83][11100/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546326 +2023-11-24 10:23:42,201 - Epoch: [83][11200/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546318 +2023-11-24 10:24:36,824 - Epoch: [83][11300/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546317 +2023-11-24 10:25:31,400 - Epoch: [83][11400/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546312 +2023-11-24 10:26:25,917 - Epoch: [83][11500/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546301 +2023-11-24 10:27:20,540 - Epoch: [83][11600/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.546301 +2023-11-24 10:28:15,118 - Epoch: [83][11700/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546296 +2023-11-24 10:29:09,714 - Epoch: [83][11800/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546293 +2023-11-24 10:30:04,380 - Epoch: [83][11900/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546296 +2023-11-24 10:30:59,013 - Epoch: [83][12000/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.546296 +2023-11-24 10:31:53,606 - Epoch: [83][12100/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546292 +2023-11-24 10:32:30,637 - Epoch: [83][12168/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.546283 +2023-11-24 10:32:31,048 - --- validate (epoch=83)----------- +2023-11-24 10:32:31,048 - 167951 samples (256 per mini-batch) +2023-11-24 10:33:22,115 - Epoch: [83][ 100/ 657] Loss 0.000000 Overall Loss 0.013671 +2023-11-24 10:34:10,717 - Epoch: [83][ 200/ 657] Loss 0.000000 Overall Loss 0.013656 +2023-11-24 10:34:59,313 - Epoch: [83][ 300/ 657] Loss 0.000000 Overall Loss 0.013651 +2023-11-24 10:35:47,889 - Epoch: [83][ 400/ 657] Loss 0.000000 Overall Loss 0.013654 +2023-11-24 10:36:36,468 - Epoch: [83][ 500/ 657] Loss 0.000000 Overall Loss 0.013645 +2023-11-24 10:37:25,064 - Epoch: [83][ 600/ 657] Loss 0.000000 Overall Loss 0.013646 +2023-11-24 10:37:52,337 - Epoch: [83][ 657/ 657] Loss 0.000000 Overall Loss 0.013650 +2023-11-24 10:37:52,551 - ==> Overall Loss: 0.014 + +2023-11-24 10:37:52,553 - ==> Best [Overall Loss: 0.013650 on epoch: 83] +2023-11-24 10:37:52,553 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 10:37:52,580 - + +2023-11-24 10:37:52,580 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 10:38:56,335 - Epoch: [84][ 100/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.637509 +2023-11-24 10:39:50,972 - Epoch: [84][ 200/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.591927 +2023-11-24 10:40:45,437 - Epoch: [84][ 300/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.576159 +2023-11-24 10:41:39,991 - Epoch: [84][ 400/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.568495 +2023-11-24 10:42:34,533 - Epoch: [84][ 500/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.563874 +2023-11-24 10:43:29,024 - Epoch: [84][ 600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.560708 +2023-11-24 10:44:23,621 - Epoch: [84][ 700/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.558599 +2023-11-24 10:45:18,263 - Epoch: [84][ 800/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.557073 +2023-11-24 10:46:12,858 - Epoch: [84][ 900/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.555833 +2023-11-24 10:47:07,426 - Epoch: [84][ 1000/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.554815 +2023-11-24 10:48:02,050 - Epoch: [84][ 1100/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.554032 +2023-11-24 10:48:56,606 - Epoch: [84][ 1200/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.553324 +2023-11-24 10:49:51,145 - Epoch: [84][ 1300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.552711 +2023-11-24 10:50:45,632 - Epoch: [84][ 1400/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.552149 +2023-11-24 10:51:40,133 - Epoch: [84][ 1500/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.551671 +2023-11-24 10:52:34,761 - Epoch: [84][ 1600/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.551332 +2023-11-24 10:53:29,373 - Epoch: [84][ 1700/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.551023 +2023-11-24 10:54:23,826 - Epoch: [84][ 1800/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.550661 +2023-11-24 10:55:18,364 - Epoch: [84][ 1900/12168] Overall Loss 0.013057 Objective Loss 0.000000 Distill Loss 0.013057 LR 0.000063 Time 0.550381 +2023-11-24 10:56:12,914 - Epoch: [84][ 2000/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.550136 +2023-11-24 10:57:07,509 - Epoch: [84][ 2100/12168] Overall Loss 0.013058 Objective Loss 0.000000 Distill Loss 0.013058 LR 0.000063 Time 0.549935 +2023-11-24 10:58:02,015 - Epoch: [84][ 2200/12168] Overall Loss 0.013056 Objective Loss 0.000000 Distill Loss 0.013056 LR 0.000063 Time 0.549712 +2023-11-24 10:58:56,493 - Epoch: [84][ 2300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.549496 +2023-11-24 10:59:51,190 - Epoch: [84][ 2400/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.549390 +2023-11-24 11:00:45,678 - Epoch: [84][ 2500/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.549208 +2023-11-24 11:01:40,190 - Epoch: [84][ 2600/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.549050 +2023-11-24 11:02:34,804 - Epoch: [84][ 2700/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.548941 +2023-11-24 11:03:29,324 - Epoch: [84][ 2800/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.548805 +2023-11-24 11:04:23,838 - Epoch: [84][ 2900/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548677 +2023-11-24 11:05:18,485 - Epoch: [84][ 3000/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.548603 +2023-11-24 11:06:13,135 - Epoch: [84][ 3100/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.548533 +2023-11-24 11:07:07,710 - Epoch: [84][ 3200/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.548446 +2023-11-24 11:08:02,274 - Epoch: [84][ 3300/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.548360 +2023-11-24 11:08:56,870 - Epoch: [84][ 3400/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.548288 +2023-11-24 11:09:51,438 - Epoch: [84][ 3500/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.548213 +2023-11-24 11:10:45,999 - Epoch: [84][ 3600/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.548140 +2023-11-24 11:11:40,660 - Epoch: [84][ 3700/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.548098 +2023-11-24 11:12:35,186 - Epoch: [84][ 3800/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.548022 +2023-11-24 11:13:29,741 - Epoch: [84][ 3900/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.547958 +2023-11-24 11:14:24,323 - Epoch: [84][ 4000/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547904 +2023-11-24 11:15:18,860 - Epoch: [84][ 4100/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547841 +2023-11-24 11:16:13,407 - Epoch: [84][ 4200/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547784 +2023-11-24 11:17:07,897 - Epoch: [84][ 4300/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.547716 +2023-11-24 11:18:02,354 - Epoch: [84][ 4400/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547644 +2023-11-24 11:18:56,984 - Epoch: [84][ 4500/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.547613 +2023-11-24 11:19:51,636 - Epoch: [84][ 4600/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.547589 +2023-11-24 11:20:46,175 - Epoch: [84][ 4700/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547541 +2023-11-24 11:21:40,781 - Epoch: [84][ 4800/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547510 +2023-11-24 11:22:35,440 - Epoch: [84][ 4900/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547491 +2023-11-24 11:23:30,034 - Epoch: [84][ 5000/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547459 +2023-11-24 11:24:24,680 - Epoch: [84][ 5100/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547439 +2023-11-24 11:25:19,249 - Epoch: [84][ 5200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547405 +2023-11-24 11:26:13,712 - Epoch: [84][ 5300/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547352 +2023-11-24 11:27:08,290 - Epoch: [84][ 5400/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547322 +2023-11-24 11:28:02,814 - Epoch: [84][ 5500/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547283 +2023-11-24 11:28:57,324 - Epoch: [84][ 5600/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547244 +2023-11-24 11:29:51,851 - Epoch: [84][ 5700/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547209 +2023-11-24 11:30:46,394 - Epoch: [84][ 5800/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547178 +2023-11-24 11:31:40,957 - Epoch: [84][ 5900/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547151 +2023-11-24 11:32:35,440 - Epoch: [84][ 6000/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547112 +2023-11-24 11:33:30,075 - Epoch: [84][ 6100/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547099 +2023-11-24 11:34:24,586 - Epoch: [84][ 6200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547066 +2023-11-24 11:35:19,058 - Epoch: [84][ 6300/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547028 +2023-11-24 11:36:13,593 - Epoch: [84][ 6400/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.547002 +2023-11-24 11:37:08,163 - Epoch: [84][ 6500/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546981 +2023-11-24 11:38:02,685 - Epoch: [84][ 6600/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546954 +2023-11-24 11:38:57,382 - Epoch: [84][ 6700/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546954 +2023-11-24 11:39:51,953 - Epoch: [84][ 6800/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.546935 +2023-11-24 11:40:46,574 - Epoch: [84][ 6900/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546924 +2023-11-24 11:41:41,087 - Epoch: [84][ 7000/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546898 +2023-11-24 11:42:35,657 - Epoch: [84][ 7100/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546881 +2023-11-24 11:43:30,230 - Epoch: [84][ 7200/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546864 +2023-11-24 11:44:24,707 - Epoch: [84][ 7300/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546835 +2023-11-24 11:45:19,303 - Epoch: [84][ 7400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546823 +2023-11-24 11:46:13,859 - Epoch: [84][ 7500/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546806 +2023-11-24 11:47:08,422 - Epoch: [84][ 7600/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.546790 +2023-11-24 11:48:02,960 - Epoch: [84][ 7700/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.546771 +2023-11-24 11:48:57,560 - Epoch: [84][ 7800/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546761 +2023-11-24 11:49:52,164 - Epoch: [84][ 7900/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546751 +2023-11-24 11:50:46,794 - Epoch: [84][ 8000/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546745 +2023-11-24 11:51:41,379 - Epoch: [84][ 8100/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546734 +2023-11-24 11:52:36,039 - Epoch: [84][ 8200/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546732 +2023-11-24 11:53:30,621 - Epoch: [84][ 8300/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.546721 +2023-11-24 11:54:25,197 - Epoch: [84][ 8400/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546709 +2023-11-24 11:55:19,725 - Epoch: [84][ 8500/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546692 +2023-11-24 11:56:14,228 - Epoch: [84][ 8600/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546672 +2023-11-24 11:57:08,819 - Epoch: [84][ 8700/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546663 +2023-11-24 11:58:03,368 - Epoch: [84][ 8800/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546649 +2023-11-24 11:58:57,943 - Epoch: [84][ 8900/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546639 +2023-11-24 11:59:52,605 - Epoch: [84][ 9000/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.546638 +2023-11-24 12:00:47,175 - Epoch: [84][ 9100/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.546627 +2023-11-24 12:01:41,809 - Epoch: [84][ 9200/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.546624 +2023-11-24 12:02:36,320 - Epoch: [84][ 9300/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546607 +2023-11-24 12:03:30,988 - Epoch: [84][ 9400/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546608 +2023-11-24 12:04:25,605 - Epoch: [84][ 9500/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546603 +2023-11-24 12:05:20,269 - Epoch: [84][ 9600/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546603 +2023-11-24 12:06:14,822 - Epoch: [84][ 9700/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546592 +2023-11-24 12:07:09,311 - Epoch: [84][ 9800/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.546574 +2023-11-24 12:08:03,969 - Epoch: [84][ 9900/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.546574 +2023-11-24 12:08:58,564 - Epoch: [84][10000/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546567 +2023-11-24 12:09:53,079 - Epoch: [84][10100/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546553 +2023-11-24 12:10:47,570 - Epoch: [84][10200/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546536 +2023-11-24 12:11:42,194 - Epoch: [84][10300/12168] Overall Loss 0.013051 Objective Loss 0.000000 Distill Loss 0.013051 LR 0.000063 Time 0.546533 +2023-11-24 12:12:36,821 - Epoch: [84][10400/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546530 +2023-11-24 12:13:31,365 - Epoch: [84][10500/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546520 +2023-11-24 12:14:25,873 - Epoch: [84][10600/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546506 +2023-11-24 12:15:20,502 - Epoch: [84][10700/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546504 +2023-11-24 12:16:15,034 - Epoch: [84][10800/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546492 +2023-11-24 12:17:09,515 - Epoch: [84][10900/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546477 +2023-11-24 12:18:04,194 - Epoch: [84][11000/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546479 +2023-11-24 12:18:58,801 - Epoch: [84][11100/12168] Overall Loss 0.013052 Objective Loss 0.000000 Distill Loss 0.013052 LR 0.000063 Time 0.546475 +2023-11-24 12:19:53,367 - Epoch: [84][11200/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546468 +2023-11-24 12:20:47,908 - Epoch: [84][11300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546458 +2023-11-24 12:21:42,464 - Epoch: [84][11400/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546450 +2023-11-24 12:22:36,971 - Epoch: [84][11500/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546438 +2023-11-24 12:23:31,539 - Epoch: [84][11600/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.546431 +2023-11-24 12:24:26,161 - Epoch: [84][11700/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546429 +2023-11-24 12:25:20,642 - Epoch: [84][11800/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546415 +2023-11-24 12:26:15,167 - Epoch: [84][11900/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546405 +2023-11-24 12:27:09,749 - Epoch: [84][12000/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546400 +2023-11-24 12:28:04,411 - Epoch: [84][12100/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546401 +2023-11-24 12:28:41,522 - Epoch: [84][12168/12168] Overall Loss 0.013054 Objective Loss 0.000000 Distill Loss 0.013054 LR 0.000063 Time 0.546397 +2023-11-24 12:28:41,928 - --- validate (epoch=84)----------- +2023-11-24 12:28:41,929 - 167951 samples (256 per mini-batch) +2023-11-24 12:29:33,059 - Epoch: [84][ 100/ 657] Loss 0.000000 Overall Loss 0.013584 +2023-11-24 12:30:21,687 - Epoch: [84][ 200/ 657] Loss 0.000000 Overall Loss 0.013618 +2023-11-24 12:31:10,287 - Epoch: [84][ 300/ 657] Loss 0.000000 Overall Loss 0.013629 +2023-11-24 12:31:58,883 - Epoch: [84][ 400/ 657] Loss 0.000000 Overall Loss 0.013633 +2023-11-24 12:32:47,478 - Epoch: [84][ 500/ 657] Loss 0.000000 Overall Loss 0.013632 +2023-11-24 12:33:36,049 - Epoch: [84][ 600/ 657] Loss 0.000000 Overall Loss 0.013635 +2023-11-24 12:34:03,311 - Epoch: [84][ 657/ 657] Loss 0.000000 Overall Loss 0.013638 +2023-11-24 12:34:03,524 - ==> Overall Loss: 0.014 + +2023-11-24 12:34:03,525 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-24 12:34:03,525 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 12:34:03,552 - + +2023-11-24 12:34:03,552 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 12:35:06,555 - Epoch: [85][ 100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.629987 +2023-11-24 12:36:01,192 - Epoch: [85][ 200/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.588162 +2023-11-24 12:36:55,770 - Epoch: [85][ 300/12168] Overall Loss 0.013053 Objective Loss 0.000000 Distill Loss 0.013053 LR 0.000063 Time 0.574027 +2023-11-24 12:37:50,353 - Epoch: [85][ 400/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.566968 +2023-11-24 12:38:44,906 - Epoch: [85][ 500/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.562675 +2023-11-24 12:39:39,554 - Epoch: [85][ 600/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.559970 +2023-11-24 12:40:34,146 - Epoch: [85][ 700/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.557959 +2023-11-24 12:41:28,716 - Epoch: [85][ 800/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.556422 +2023-11-24 12:42:23,274 - Epoch: [85][ 900/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.555214 +2023-11-24 12:43:17,894 - Epoch: [85][ 1000/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.554310 +2023-11-24 12:44:12,506 - Epoch: [85][ 1100/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.553563 +2023-11-24 12:45:07,032 - Epoch: [85][ 1200/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.552868 +2023-11-24 12:46:01,614 - Epoch: [85][ 1300/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.552324 +2023-11-24 12:46:56,174 - Epoch: [85][ 1400/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.551841 +2023-11-24 12:47:50,790 - Epoch: [85][ 1500/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.551460 +2023-11-24 12:48:45,479 - Epoch: [85][ 1600/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.551173 +2023-11-24 12:49:40,138 - Epoch: [85][ 1700/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.550901 +2023-11-24 12:50:34,663 - Epoch: [85][ 1800/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.550586 +2023-11-24 12:51:29,249 - Epoch: [85][ 1900/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.550335 +2023-11-24 12:52:23,788 - Epoch: [85][ 2000/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.550087 +2023-11-24 12:53:18,334 - Epoch: [85][ 2100/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.549865 +2023-11-24 12:54:12,934 - Epoch: [85][ 2200/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.549688 +2023-11-24 12:55:07,607 - Epoch: [85][ 2300/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.549558 +2023-11-24 12:56:02,202 - Epoch: [85][ 2400/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.549406 +2023-11-24 12:56:56,760 - Epoch: [85][ 2500/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.549252 +2023-11-24 12:57:51,234 - Epoch: [85][ 2600/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.549077 +2023-11-24 12:58:45,935 - Epoch: [85][ 2700/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.549000 +2023-11-24 12:59:40,496 - Epoch: [85][ 2800/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.548877 +2023-11-24 13:00:34,985 - Epoch: [85][ 2900/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.548739 +2023-11-24 13:01:29,664 - Epoch: [85][ 3000/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.548673 +2023-11-24 13:02:24,248 - Epoch: [85][ 3100/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548580 +2023-11-24 13:03:18,712 - Epoch: [85][ 3200/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548456 +2023-11-24 13:04:13,255 - Epoch: [85][ 3300/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548364 +2023-11-24 13:05:07,863 - Epoch: [85][ 3400/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548296 +2023-11-24 13:06:02,398 - Epoch: [85][ 3500/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.548210 +2023-11-24 13:06:56,935 - Epoch: [85][ 3600/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.548131 +2023-11-24 13:07:51,560 - Epoch: [85][ 3700/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.548079 +2023-11-24 13:08:46,098 - Epoch: [85][ 3800/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.548007 +2023-11-24 13:09:40,629 - Epoch: [85][ 3900/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547937 +2023-11-24 13:10:35,197 - Epoch: [85][ 4000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547880 +2023-11-24 13:11:29,768 - Epoch: [85][ 4100/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547827 +2023-11-24 13:12:24,307 - Epoch: [85][ 4200/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547768 +2023-11-24 13:13:18,899 - Epoch: [85][ 4300/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547724 +2023-11-24 13:14:13,536 - Epoch: [85][ 4400/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547693 +2023-11-24 13:15:08,051 - Epoch: [85][ 4500/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547635 +2023-11-24 13:16:02,694 - Epoch: [85][ 4600/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547609 +2023-11-24 13:16:57,275 - Epoch: [85][ 4700/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547570 +2023-11-24 13:17:51,892 - Epoch: [85][ 4800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547540 +2023-11-24 13:18:46,575 - Epoch: [85][ 4900/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547525 +2023-11-24 13:19:41,247 - Epoch: [85][ 5000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547508 +2023-11-24 13:20:35,886 - Epoch: [85][ 5100/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547486 +2023-11-24 13:21:30,607 - Epoch: [85][ 5200/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547479 +2023-11-24 13:22:25,198 - Epoch: [85][ 5300/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547449 +2023-11-24 13:23:19,775 - Epoch: [85][ 5400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547418 +2023-11-24 13:24:14,360 - Epoch: [85][ 5500/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547389 +2023-11-24 13:25:08,846 - Epoch: [85][ 5600/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547343 +2023-11-24 13:26:03,394 - Epoch: [85][ 5700/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547310 +2023-11-24 13:26:58,038 - Epoch: [85][ 5800/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547294 +2023-11-24 13:27:52,609 - Epoch: [85][ 5900/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547267 +2023-11-24 13:28:47,148 - Epoch: [85][ 6000/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547235 +2023-11-24 13:29:41,709 - Epoch: [85][ 6100/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547208 +2023-11-24 13:30:36,254 - Epoch: [85][ 6200/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547179 +2023-11-24 13:31:30,805 - Epoch: [85][ 6300/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547152 +2023-11-24 13:32:25,372 - Epoch: [85][ 6400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547128 +2023-11-24 13:33:20,017 - Epoch: [85][ 6500/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547118 +2023-11-24 13:34:14,550 - Epoch: [85][ 6600/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547090 +2023-11-24 13:35:09,105 - Epoch: [85][ 6700/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547067 +2023-11-24 13:36:03,668 - Epoch: [85][ 6800/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547045 +2023-11-24 13:36:58,169 - Epoch: [85][ 6900/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547015 +2023-11-24 13:37:52,702 - Epoch: [85][ 7000/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546991 +2023-11-24 13:38:47,298 - Epoch: [85][ 7100/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.546976 +2023-11-24 13:39:41,881 - Epoch: [85][ 7200/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.546959 +2023-11-24 13:40:36,475 - Epoch: [85][ 7300/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.546945 +2023-11-24 13:41:31,053 - Epoch: [85][ 7400/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.546929 +2023-11-24 13:42:25,551 - Epoch: [85][ 7500/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.546902 +2023-11-24 13:43:20,180 - Epoch: [85][ 7600/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.546894 +2023-11-24 13:44:14,746 - Epoch: [85][ 7700/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546878 +2023-11-24 13:45:09,261 - Epoch: [85][ 7800/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546855 +2023-11-24 13:46:03,788 - Epoch: [85][ 7900/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546835 +2023-11-24 13:46:58,348 - Epoch: [85][ 8000/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546819 +2023-11-24 13:47:52,886 - Epoch: [85][ 8100/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546801 +2023-11-24 13:48:47,506 - Epoch: [85][ 8200/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546793 +2023-11-24 13:49:42,112 - Epoch: [85][ 8300/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546784 +2023-11-24 13:50:36,658 - Epoch: [85][ 8400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546768 +2023-11-24 13:51:31,221 - Epoch: [85][ 8500/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546754 +2023-11-24 13:52:25,807 - Epoch: [85][ 8600/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546743 +2023-11-24 13:53:20,389 - Epoch: [85][ 8700/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546732 +2023-11-24 13:54:14,830 - Epoch: [85][ 8800/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546705 +2023-11-24 13:55:09,411 - Epoch: [85][ 8900/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546695 +2023-11-24 13:56:03,921 - Epoch: [85][ 9000/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.546677 +2023-11-24 13:56:58,594 - Epoch: [85][ 9100/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546677 +2023-11-24 13:57:53,093 - Epoch: [85][ 9200/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546659 +2023-11-24 13:58:47,631 - Epoch: [85][ 9300/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.546644 +2023-11-24 13:59:42,280 - Epoch: [85][ 9400/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546643 +2023-11-24 14:00:36,917 - Epoch: [85][ 9500/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546639 +2023-11-24 14:01:31,548 - Epoch: [85][ 9600/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.546636 +2023-11-24 14:02:26,196 - Epoch: [85][ 9700/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.546634 +2023-11-24 14:03:20,752 - Epoch: [85][ 9800/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.546622 +2023-11-24 14:04:15,349 - Epoch: [85][ 9900/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.546615 +2023-11-24 14:05:09,980 - Epoch: [85][10000/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546612 +2023-11-24 14:06:04,581 - Epoch: [85][10100/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546606 +2023-11-24 14:06:59,156 - Epoch: [85][10200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546597 +2023-11-24 14:07:53,793 - Epoch: [85][10300/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.546595 +2023-11-24 14:08:48,428 - Epoch: [85][10400/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546592 +2023-11-24 14:09:42,945 - Epoch: [85][10500/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546578 +2023-11-24 14:10:37,557 - Epoch: [85][10600/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546574 +2023-11-24 14:11:32,145 - Epoch: [85][10700/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546567 +2023-11-24 14:12:26,682 - Epoch: [85][10800/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546555 +2023-11-24 14:13:21,241 - Epoch: [85][10900/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.546546 +2023-11-24 14:14:15,716 - Epoch: [85][11000/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546530 +2023-11-24 14:15:10,301 - Epoch: [85][11100/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.546523 +2023-11-24 14:16:04,790 - Epoch: [85][11200/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.546508 +2023-11-24 14:16:59,400 - Epoch: [85][11300/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.546505 +2023-11-24 14:17:53,920 - Epoch: [85][11400/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.546493 +2023-11-24 14:18:48,509 - Epoch: [85][11500/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.546487 +2023-11-24 14:19:43,091 - Epoch: [85][11600/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.546481 +2023-11-24 14:20:37,676 - Epoch: [85][11700/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546476 +2023-11-24 14:21:32,243 - Epoch: [85][11800/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546469 +2023-11-24 14:22:26,932 - Epoch: [85][11900/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546472 +2023-11-24 14:23:21,568 - Epoch: [85][12000/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546471 +2023-11-24 14:24:16,237 - Epoch: [85][12100/12168] Overall Loss 0.013050 Objective Loss 0.000000 Distill Loss 0.013050 LR 0.000063 Time 0.546472 +2023-11-24 14:24:53,277 - Epoch: [85][12168/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.546462 +2023-11-24 14:24:53,707 - --- validate (epoch=85)----------- +2023-11-24 14:24:53,707 - 167951 samples (256 per mini-batch) +2023-11-24 14:25:44,834 - Epoch: [85][ 100/ 657] Loss 0.000000 Overall Loss 0.013712 +2023-11-24 14:26:33,457 - Epoch: [85][ 200/ 657] Loss 0.000000 Overall Loss 0.013691 +2023-11-24 14:27:22,098 - Epoch: [85][ 300/ 657] Loss 0.000000 Overall Loss 0.013685 +2023-11-24 14:28:10,717 - Epoch: [85][ 400/ 657] Loss 0.000000 Overall Loss 0.013678 +2023-11-24 14:28:59,390 - Epoch: [85][ 500/ 657] Loss 0.000000 Overall Loss 0.013681 +2023-11-24 14:29:48,012 - Epoch: [85][ 600/ 657] Loss 0.000000 Overall Loss 0.013682 +2023-11-24 14:30:15,276 - Epoch: [85][ 657/ 657] Loss 0.000000 Overall Loss 0.013677 +2023-11-24 14:30:15,491 - ==> Overall Loss: 0.014 + +2023-11-24 14:30:15,492 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-24 14:30:15,493 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 14:30:15,514 - + +2023-11-24 14:30:15,514 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 14:31:19,554 - Epoch: [86][ 100/12168] Overall Loss 0.012995 Objective Loss 0.000000 Distill Loss 0.012995 LR 0.000063 Time 0.640362 +2023-11-24 14:32:14,172 - Epoch: [86][ 200/12168] Overall Loss 0.013005 Objective Loss 0.000000 Distill Loss 0.013005 LR 0.000063 Time 0.593258 +2023-11-24 14:33:08,685 - Epoch: [86][ 300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.577206 +2023-11-24 14:34:03,260 - Epoch: [86][ 400/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.569333 +2023-11-24 14:34:57,810 - Epoch: [86][ 500/12168] Overall Loss 0.013006 Objective Loss 0.000000 Distill Loss 0.013006 LR 0.000063 Time 0.564561 +2023-11-24 14:35:52,329 - Epoch: [86][ 600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.561328 +2023-11-24 14:36:46,954 - Epoch: [86][ 700/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.559169 +2023-11-24 14:37:41,538 - Epoch: [86][ 800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.557499 +2023-11-24 14:38:36,066 - Epoch: [86][ 900/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.556138 +2023-11-24 14:39:30,606 - Epoch: [86][ 1000/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.555061 +2023-11-24 14:40:25,166 - Epoch: [86][ 1100/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.554198 +2023-11-24 14:41:19,708 - Epoch: [86][ 1200/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.553465 +2023-11-24 14:42:14,339 - Epoch: [86][ 1300/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.552912 +2023-11-24 14:43:08,993 - Epoch: [86][ 1400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.552454 +2023-11-24 14:44:03,594 - Epoch: [86][ 1500/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.552023 +2023-11-24 14:44:58,238 - Epoch: [86][ 1600/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.551672 +2023-11-24 14:45:52,733 - Epoch: [86][ 1700/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.551275 +2023-11-24 14:46:47,297 - Epoch: [86][ 1800/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.550960 +2023-11-24 14:47:41,933 - Epoch: [86][ 1900/12168] Overall Loss 0.013048 Objective Loss 0.000000 Distill Loss 0.013048 LR 0.000063 Time 0.550716 +2023-11-24 14:48:36,434 - Epoch: [86][ 2000/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.550429 +2023-11-24 14:49:31,017 - Epoch: [86][ 2100/12168] Overall Loss 0.013049 Objective Loss 0.000000 Distill Loss 0.013049 LR 0.000063 Time 0.550209 +2023-11-24 14:50:26,023 - Epoch: [86][ 2200/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.550200 +2023-11-24 14:51:20,712 - Epoch: [86][ 2300/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.550055 +2023-11-24 14:52:15,318 - Epoch: [86][ 2400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.549887 +2023-11-24 14:53:09,931 - Epoch: [86][ 2500/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.549736 +2023-11-24 14:54:04,459 - Epoch: [86][ 2600/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.549563 +2023-11-24 14:54:59,092 - Epoch: [86][ 2700/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.549442 +2023-11-24 14:55:53,612 - Epoch: [86][ 2800/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.549290 +2023-11-24 14:56:48,157 - Epoch: [86][ 2900/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.549156 +2023-11-24 14:57:42,730 - Epoch: [86][ 3000/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.549041 +2023-11-24 14:58:37,269 - Epoch: [86][ 3100/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548922 +2023-11-24 14:59:31,855 - Epoch: [86][ 3200/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548826 +2023-11-24 15:00:26,443 - Epoch: [86][ 3300/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548736 +2023-11-24 15:01:21,076 - Epoch: [86][ 3400/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548664 +2023-11-24 15:02:15,657 - Epoch: [86][ 3500/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548581 +2023-11-24 15:03:10,207 - Epoch: [86][ 3600/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548495 +2023-11-24 15:04:04,678 - Epoch: [86][ 3700/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548392 +2023-11-24 15:04:59,231 - Epoch: [86][ 3800/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548316 +2023-11-24 15:05:53,750 - Epoch: [86][ 3900/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548235 +2023-11-24 15:06:48,349 - Epoch: [86][ 4000/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548178 +2023-11-24 15:07:42,900 - Epoch: [86][ 4100/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548112 +2023-11-24 15:08:37,436 - Epoch: [86][ 4200/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548046 +2023-11-24 15:09:32,058 - Epoch: [86][ 4300/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548003 +2023-11-24 15:10:26,686 - Epoch: [86][ 4400/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547963 +2023-11-24 15:11:21,262 - Epoch: [86][ 4500/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547913 +2023-11-24 15:12:15,777 - Epoch: [86][ 4600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547852 +2023-11-24 15:13:10,323 - Epoch: [86][ 4700/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547801 +2023-11-24 15:14:04,961 - Epoch: [86][ 4800/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547771 +2023-11-24 15:14:59,623 - Epoch: [86][ 4900/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547746 +2023-11-24 15:15:54,159 - Epoch: [86][ 5000/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547698 +2023-11-24 15:16:48,725 - Epoch: [86][ 5100/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547658 +2023-11-24 15:17:43,323 - Epoch: [86][ 5200/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547625 +2023-11-24 15:18:37,814 - Epoch: [86][ 5300/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547573 +2023-11-24 15:19:32,332 - Epoch: [86][ 5400/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547528 +2023-11-24 15:20:27,015 - Epoch: [86][ 5500/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547515 +2023-11-24 15:21:21,578 - Epoch: [86][ 5600/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547481 +2023-11-24 15:22:16,184 - Epoch: [86][ 5700/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547455 +2023-11-24 15:23:10,825 - Epoch: [86][ 5800/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547437 +2023-11-24 15:24:05,423 - Epoch: [86][ 5900/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547411 +2023-11-24 15:25:00,044 - Epoch: [86][ 6000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547391 +2023-11-24 15:25:54,700 - Epoch: [86][ 6100/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547377 +2023-11-24 15:26:49,337 - Epoch: [86][ 6200/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547360 +2023-11-24 15:27:43,907 - Epoch: [86][ 6300/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547333 +2023-11-24 15:28:38,466 - Epoch: [86][ 6400/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547305 +2023-11-24 15:29:33,051 - Epoch: [86][ 6500/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547283 +2023-11-24 15:30:27,644 - Epoch: [86][ 6600/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547262 +2023-11-24 15:31:22,206 - Epoch: [86][ 6700/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547237 +2023-11-24 15:32:16,903 - Epoch: [86][ 6800/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547232 +2023-11-24 15:33:11,559 - Epoch: [86][ 6900/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547222 +2023-11-24 15:34:06,174 - Epoch: [86][ 7000/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547206 +2023-11-24 15:35:00,799 - Epoch: [86][ 7100/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547193 +2023-11-24 15:35:55,340 - Epoch: [86][ 7200/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547167 +2023-11-24 15:36:50,028 - Epoch: [86][ 7300/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547163 +2023-11-24 15:37:44,836 - Epoch: [86][ 7400/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547175 +2023-11-24 15:38:39,569 - Epoch: [86][ 7500/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547177 +2023-11-24 15:39:34,269 - Epoch: [86][ 7600/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547174 +2023-11-24 15:40:28,882 - Epoch: [86][ 7700/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547160 +2023-11-24 15:41:23,591 - Epoch: [86][ 7800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547159 +2023-11-24 15:42:18,244 - Epoch: [86][ 7900/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547150 +2023-11-24 15:43:12,943 - Epoch: [86][ 8000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547148 +2023-11-24 15:44:07,592 - Epoch: [86][ 8100/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547139 +2023-11-24 15:45:02,286 - Epoch: [86][ 8200/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547137 +2023-11-24 15:45:57,047 - Epoch: [86][ 8300/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547142 +2023-11-24 15:46:51,683 - Epoch: [86][ 8400/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547132 +2023-11-24 15:47:46,321 - Epoch: [86][ 8500/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547123 +2023-11-24 15:48:40,897 - Epoch: [86][ 8600/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547107 +2023-11-24 15:49:35,534 - Epoch: [86][ 8700/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547098 +2023-11-24 15:50:30,406 - Epoch: [86][ 8800/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547116 +2023-11-24 15:51:25,198 - Epoch: [86][ 8900/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547125 +2023-11-24 15:52:19,973 - Epoch: [86][ 9000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547131 +2023-11-24 15:53:14,951 - Epoch: [86][ 9100/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547160 +2023-11-24 15:54:09,560 - Epoch: [86][ 9200/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547148 +2023-11-24 15:55:04,266 - Epoch: [86][ 9300/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547147 +2023-11-24 15:55:59,157 - Epoch: [86][ 9400/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547165 +2023-11-24 15:56:53,892 - Epoch: [86][ 9500/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547167 +2023-11-24 15:57:48,647 - Epoch: [86][ 9600/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547170 +2023-11-24 15:58:43,435 - Epoch: [86][ 9700/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547178 +2023-11-24 15:59:38,352 - Epoch: [86][ 9800/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547197 +2023-11-24 16:00:33,117 - Epoch: [86][ 9900/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547202 +2023-11-24 16:01:28,036 - Epoch: [86][10000/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547221 +2023-11-24 16:02:23,034 - Epoch: [86][10100/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547248 +2023-11-24 16:03:18,007 - Epoch: [86][10200/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547272 +2023-11-24 16:04:12,768 - Epoch: [86][10300/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547275 +2023-11-24 16:05:07,857 - Epoch: [86][10400/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547310 +2023-11-24 16:06:02,799 - Epoch: [86][10500/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547329 +2023-11-24 16:06:57,621 - Epoch: [86][10600/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547338 +2023-11-24 16:07:52,451 - Epoch: [86][10700/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547346 +2023-11-24 16:08:47,197 - Epoch: [86][10800/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547347 +2023-11-24 16:09:41,995 - Epoch: [86][10900/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547352 +2023-11-24 16:10:36,758 - Epoch: [86][11000/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547355 +2023-11-24 16:11:31,636 - Epoch: [86][11100/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547367 +2023-11-24 16:12:26,432 - Epoch: [86][11200/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547372 +2023-11-24 16:13:21,229 - Epoch: [86][11300/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547377 +2023-11-24 16:14:15,994 - Epoch: [86][11400/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547379 +2023-11-24 16:15:10,775 - Epoch: [86][11500/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547383 +2023-11-24 16:16:05,867 - Epoch: [86][11600/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547413 +2023-11-24 16:17:00,601 - Epoch: [86][11700/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547412 +2023-11-24 16:17:55,545 - Epoch: [86][11800/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547429 +2023-11-24 16:18:50,486 - Epoch: [86][11900/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547445 +2023-11-24 16:19:45,313 - Epoch: [86][12000/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.547452 +2023-11-24 16:20:40,195 - Epoch: [86][12100/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547463 +2023-11-24 16:21:17,301 - Epoch: [86][12168/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.547453 +2023-11-24 16:21:17,740 - --- validate (epoch=86)----------- +2023-11-24 16:21:17,740 - 167951 samples (256 per mini-batch) +2023-11-24 16:22:08,479 - Epoch: [86][ 100/ 657] Loss 0.000000 Overall Loss 0.013609 +2023-11-24 16:22:57,290 - Epoch: [86][ 200/ 657] Loss 0.000000 Overall Loss 0.013640 +2023-11-24 16:23:46,051 - Epoch: [86][ 300/ 657] Loss 0.000000 Overall Loss 0.013655 +2023-11-24 16:24:34,816 - Epoch: [86][ 400/ 657] Loss 0.000000 Overall Loss 0.013661 +2023-11-24 16:25:23,563 - Epoch: [86][ 500/ 657] Loss 0.000000 Overall Loss 0.013661 +2023-11-24 16:26:12,304 - Epoch: [86][ 600/ 657] Loss 0.000000 Overall Loss 0.013658 +2023-11-24 16:26:39,642 - Epoch: [86][ 657/ 657] Loss 0.000000 Overall Loss 0.013659 +2023-11-24 16:26:39,877 - ==> Overall Loss: 0.014 + +2023-11-24 16:26:39,880 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-24 16:26:39,880 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 16:26:39,906 - + +2023-11-24 16:26:39,906 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 16:27:44,041 - Epoch: [87][ 100/12168] Overall Loss 0.012964 Objective Loss 0.000000 Distill Loss 0.012964 LR 0.000063 Time 0.641313 +2023-11-24 16:28:38,818 - Epoch: [87][ 200/12168] Overall Loss 0.012984 Objective Loss 0.000000 Distill Loss 0.012984 LR 0.000063 Time 0.594523 +2023-11-24 16:29:33,504 - Epoch: [87][ 300/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.578624 +2023-11-24 16:30:28,168 - Epoch: [87][ 400/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.570620 +2023-11-24 16:31:22,802 - Epoch: [87][ 500/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.565758 +2023-11-24 16:32:17,526 - Epoch: [87][ 600/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.562666 +2023-11-24 16:33:12,172 - Epoch: [87][ 700/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.560347 +2023-11-24 16:34:06,810 - Epoch: [87][ 800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.558597 +2023-11-24 16:35:01,474 - Epoch: [87][ 900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.557265 +2023-11-24 16:35:56,048 - Epoch: [87][ 1000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.556110 +2023-11-24 16:36:50,620 - Epoch: [87][ 1100/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.555163 +2023-11-24 16:37:45,258 - Epoch: [87][ 1200/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.554428 +2023-11-24 16:38:39,978 - Epoch: [87][ 1300/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.553869 +2023-11-24 16:39:34,617 - Epoch: [87][ 1400/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.553333 +2023-11-24 16:40:29,358 - Epoch: [87][ 1500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.552936 +2023-11-24 16:41:24,122 - Epoch: [87][ 1600/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.552603 +2023-11-24 16:42:18,721 - Epoch: [87][ 1700/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.552212 +2023-11-24 16:43:13,382 - Epoch: [87][ 1800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.551899 +2023-11-24 16:44:08,013 - Epoch: [87][ 1900/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.551603 +2023-11-24 16:45:02,618 - Epoch: [87][ 2000/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.551324 +2023-11-24 16:45:57,294 - Epoch: [87][ 2100/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.551105 +2023-11-24 16:46:51,987 - Epoch: [87][ 2200/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.550914 +2023-11-24 16:47:46,696 - Epoch: [87][ 2300/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.550746 +2023-11-24 16:48:41,319 - Epoch: [87][ 2400/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.550557 +2023-11-24 16:49:35,981 - Epoch: [87][ 2500/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.550398 +2023-11-24 16:50:30,571 - Epoch: [87][ 2600/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.550224 +2023-11-24 16:51:25,234 - Epoch: [87][ 2700/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.550090 +2023-11-24 16:52:19,954 - Epoch: [87][ 2800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.549985 +2023-11-24 16:53:14,589 - Epoch: [87][ 2900/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.549859 +2023-11-24 16:54:09,346 - Epoch: [87][ 3000/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.549782 +2023-11-24 16:55:03,987 - Epoch: [87][ 3100/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549672 +2023-11-24 16:55:58,769 - Epoch: [87][ 3200/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549613 +2023-11-24 16:56:53,487 - Epoch: [87][ 3300/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549538 +2023-11-24 16:57:48,209 - Epoch: [87][ 3400/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.549469 +2023-11-24 16:58:42,868 - Epoch: [87][ 3500/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.549386 +2023-11-24 16:59:37,613 - Epoch: [87][ 3600/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.549331 +2023-11-24 17:00:32,367 - Epoch: [87][ 3700/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.549282 +2023-11-24 17:01:27,113 - Epoch: [87][ 3800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.549233 +2023-11-24 17:02:21,775 - Epoch: [87][ 3900/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.549165 +2023-11-24 17:03:16,636 - Epoch: [87][ 4000/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.549151 +2023-11-24 17:04:11,332 - Epoch: [87][ 4100/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.549097 +2023-11-24 17:05:06,032 - Epoch: [87][ 4200/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.549046 +2023-11-24 17:06:00,735 - Epoch: [87][ 4300/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548998 +2023-11-24 17:06:55,377 - Epoch: [87][ 4400/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548939 +2023-11-24 17:07:50,046 - Epoch: [87][ 4500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548888 +2023-11-24 17:08:44,812 - Epoch: [87][ 4600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548861 +2023-11-24 17:09:39,618 - Epoch: [87][ 4700/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548843 +2023-11-24 17:10:34,319 - Epoch: [87][ 4800/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548804 +2023-11-24 17:11:28,953 - Epoch: [87][ 4900/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548753 +2023-11-24 17:12:23,691 - Epoch: [87][ 5000/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548725 +2023-11-24 17:13:18,427 - Epoch: [87][ 5100/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548698 +2023-11-24 17:14:13,092 - Epoch: [87][ 5200/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548658 +2023-11-24 17:15:07,877 - Epoch: [87][ 5300/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548642 +2023-11-24 17:16:02,468 - Epoch: [87][ 5400/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548591 +2023-11-24 17:16:57,261 - Epoch: [87][ 5500/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548578 +2023-11-24 17:17:52,207 - Epoch: [87][ 5600/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548593 +2023-11-24 17:18:46,908 - Epoch: [87][ 5700/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548565 +2023-11-24 17:19:41,709 - Epoch: [87][ 5800/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548555 +2023-11-24 17:20:36,453 - Epoch: [87][ 5900/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548536 +2023-11-24 17:21:31,245 - Epoch: [87][ 6000/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548525 +2023-11-24 17:22:25,935 - Epoch: [87][ 6100/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548498 +2023-11-24 17:23:20,640 - Epoch: [87][ 6200/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548474 +2023-11-24 17:24:15,464 - Epoch: [87][ 6300/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548470 +2023-11-24 17:25:10,138 - Epoch: [87][ 6400/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548442 +2023-11-24 17:26:04,844 - Epoch: [87][ 6500/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548420 +2023-11-24 17:26:59,653 - Epoch: [87][ 6600/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548415 +2023-11-24 17:27:54,299 - Epoch: [87][ 6700/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548385 +2023-11-24 17:28:48,942 - Epoch: [87][ 6800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548356 +2023-11-24 17:29:43,601 - Epoch: [87][ 6900/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548330 +2023-11-24 17:30:38,330 - Epoch: [87][ 7000/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548315 +2023-11-24 17:31:33,059 - Epoch: [87][ 7100/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548300 +2023-11-24 17:32:27,802 - Epoch: [87][ 7200/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548287 +2023-11-24 17:33:22,459 - Epoch: [87][ 7300/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548263 +2023-11-24 17:34:17,078 - Epoch: [87][ 7400/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548235 +2023-11-24 17:35:11,748 - Epoch: [87][ 7500/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548214 +2023-11-24 17:36:06,402 - Epoch: [87][ 7600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548192 +2023-11-24 17:37:01,158 - Epoch: [87][ 7700/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548183 +2023-11-24 17:37:56,134 - Epoch: [87][ 7800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548203 +2023-11-24 17:38:51,039 - Epoch: [87][ 7900/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548213 +2023-11-24 17:39:45,871 - Epoch: [87][ 8000/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548214 +2023-11-24 17:40:40,665 - Epoch: [87][ 8100/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548210 +2023-11-24 17:41:35,529 - Epoch: [87][ 8200/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548215 +2023-11-24 17:42:30,472 - Epoch: [87][ 8300/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548229 +2023-11-24 17:43:25,274 - Epoch: [87][ 8400/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548226 +2023-11-24 17:44:20,093 - Epoch: [87][ 8500/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548226 +2023-11-24 17:45:14,901 - Epoch: [87][ 8600/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548224 +2023-11-24 17:46:09,651 - Epoch: [87][ 8700/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548215 +2023-11-24 17:47:04,451 - Epoch: [87][ 8800/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548212 +2023-11-24 17:47:59,333 - Epoch: [87][ 8900/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548219 +2023-11-24 17:48:54,458 - Epoch: [87][ 9000/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548252 +2023-11-24 17:49:49,383 - Epoch: [87][ 9100/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548262 +2023-11-24 17:50:44,335 - Epoch: [87][ 9200/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548276 +2023-11-24 17:51:39,241 - Epoch: [87][ 9300/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548284 +2023-11-24 17:52:34,290 - Epoch: [87][ 9400/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548307 +2023-11-24 17:53:29,480 - Epoch: [87][ 9500/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548344 +2023-11-24 17:54:24,748 - Epoch: [87][ 9600/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548389 +2023-11-24 17:55:20,151 - Epoch: [87][ 9700/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548447 +2023-11-24 17:56:15,168 - Epoch: [87][ 9800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548464 +2023-11-24 17:57:09,881 - Epoch: [87][ 9900/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548450 +2023-11-24 17:58:04,680 - Epoch: [87][10000/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548445 +2023-11-24 17:58:59,709 - Epoch: [87][10100/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548463 +2023-11-24 17:59:54,560 - Epoch: [87][10200/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548464 +2023-11-24 18:00:49,515 - Epoch: [87][10300/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548474 +2023-11-24 18:01:44,320 - Epoch: [87][10400/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548469 +2023-11-24 18:02:39,160 - Epoch: [87][10500/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548468 +2023-11-24 18:03:33,984 - Epoch: [87][10600/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548466 +2023-11-24 18:04:28,747 - Epoch: [87][10700/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548458 +2023-11-24 18:05:23,542 - Epoch: [87][10800/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548453 +2023-11-24 18:06:18,387 - Epoch: [87][10900/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548452 +2023-11-24 18:07:13,256 - Epoch: [87][11000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548454 +2023-11-24 18:08:07,982 - Epoch: [87][11100/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.548443 +2023-11-24 18:09:02,823 - Epoch: [87][11200/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.548443 +2023-11-24 18:09:57,593 - Epoch: [87][11300/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.548436 +2023-11-24 18:10:52,381 - Epoch: [87][11400/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.548431 +2023-11-24 18:11:47,125 - Epoch: [87][11500/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.548422 +2023-11-24 18:12:41,994 - Epoch: [87][11600/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.548424 +2023-11-24 18:13:36,710 - Epoch: [87][11700/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.548413 +2023-11-24 18:14:31,604 - Epoch: [87][11800/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.548417 +2023-11-24 18:15:26,420 - Epoch: [87][11900/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.548415 +2023-11-24 18:16:21,134 - Epoch: [87][12000/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.548404 +2023-11-24 18:17:15,834 - Epoch: [87][12100/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.548392 +2023-11-24 18:17:52,911 - Epoch: [87][12168/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.548374 +2023-11-24 18:17:53,337 - --- validate (epoch=87)----------- +2023-11-24 18:17:53,337 - 167951 samples (256 per mini-batch) +2023-11-24 18:18:43,971 - Epoch: [87][ 100/ 657] Loss 0.000000 Overall Loss 0.013651 +2023-11-24 18:19:32,693 - Epoch: [87][ 200/ 657] Loss 0.000000 Overall Loss 0.013682 +2023-11-24 18:20:21,390 - Epoch: [87][ 300/ 657] Loss 0.000000 Overall Loss 0.013660 +2023-11-24 18:21:10,072 - Epoch: [87][ 400/ 657] Loss 0.000000 Overall Loss 0.013643 +2023-11-24 18:21:58,793 - Epoch: [87][ 500/ 657] Loss 0.000000 Overall Loss 0.013651 +2023-11-24 18:22:47,498 - Epoch: [87][ 600/ 657] Loss 0.000000 Overall Loss 0.013649 +2023-11-24 18:23:14,792 - Epoch: [87][ 657/ 657] Loss 0.000000 Overall Loss 0.013655 +2023-11-24 18:23:15,004 - ==> Overall Loss: 0.014 + +2023-11-24 18:23:15,005 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-24 18:23:15,005 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 18:23:15,024 - + +2023-11-24 18:23:15,024 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 18:24:19,811 - Epoch: [88][ 100/12168] Overall Loss 0.013047 Objective Loss 0.000000 Distill Loss 0.013047 LR 0.000063 Time 0.647830 +2023-11-24 18:25:14,470 - Epoch: [88][ 200/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.597193 +2023-11-24 18:26:09,000 - Epoch: [88][ 300/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.579885 +2023-11-24 18:27:03,701 - Epoch: [88][ 400/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.571659 +2023-11-24 18:27:58,360 - Epoch: [88][ 500/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.566638 +2023-11-24 18:28:53,020 - Epoch: [88][ 600/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.563293 +2023-11-24 18:29:47,687 - Epoch: [88][ 700/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.560913 +2023-11-24 18:30:42,297 - Epoch: [88][ 800/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.559057 +2023-11-24 18:31:36,906 - Epoch: [88][ 900/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.557613 +2023-11-24 18:32:31,527 - Epoch: [88][ 1000/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.556470 +2023-11-24 18:33:26,174 - Epoch: [88][ 1100/12168] Overall Loss 0.013046 Objective Loss 0.000000 Distill Loss 0.013046 LR 0.000063 Time 0.555559 +2023-11-24 18:34:20,782 - Epoch: [88][ 1200/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.554766 +2023-11-24 18:35:15,439 - Epoch: [88][ 1300/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.554133 +2023-11-24 18:36:10,064 - Epoch: [88][ 1400/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.553568 +2023-11-24 18:37:04,744 - Epoch: [88][ 1500/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.553114 +2023-11-24 18:37:59,363 - Epoch: [88][ 1600/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.552679 +2023-11-24 18:38:53,993 - Epoch: [88][ 1700/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.552303 +2023-11-24 18:39:48,664 - Epoch: [88][ 1800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.551990 +2023-11-24 18:40:43,261 - Epoch: [88][ 1900/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.551671 +2023-11-24 18:41:37,877 - Epoch: [88][ 2000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.551394 +2023-11-24 18:42:32,530 - Epoch: [88][ 2100/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.551161 +2023-11-24 18:43:27,186 - Epoch: [88][ 2200/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.550951 +2023-11-24 18:44:21,875 - Epoch: [88][ 2300/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.550772 +2023-11-24 18:45:16,564 - Epoch: [88][ 2400/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.550609 +2023-11-24 18:46:11,145 - Epoch: [88][ 2500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.550416 +2023-11-24 18:47:05,783 - Epoch: [88][ 2600/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.550260 +2023-11-24 18:48:00,413 - Epoch: [88][ 2700/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.550112 +2023-11-24 18:48:55,145 - Epoch: [88][ 2800/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.550011 +2023-11-24 18:49:49,783 - Epoch: [88][ 2900/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.549885 +2023-11-24 18:50:44,420 - Epoch: [88][ 3000/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.549767 +2023-11-24 18:51:39,058 - Epoch: [88][ 3100/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549656 +2023-11-24 18:52:33,607 - Epoch: [88][ 3200/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549525 +2023-11-24 18:53:28,311 - Epoch: [88][ 3300/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.549449 +2023-11-24 18:54:23,017 - Epoch: [88][ 3400/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549378 +2023-11-24 18:55:17,658 - Epoch: [88][ 3500/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.549292 +2023-11-24 18:56:12,215 - Epoch: [88][ 3600/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549188 +2023-11-24 18:57:06,984 - Epoch: [88][ 3700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.549147 +2023-11-24 18:58:01,679 - Epoch: [88][ 3800/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.549088 +2023-11-24 18:58:56,414 - Epoch: [88][ 3900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.549043 +2023-11-24 18:59:51,097 - Epoch: [88][ 4000/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.548986 +2023-11-24 19:00:45,644 - Epoch: [88][ 4100/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548900 +2023-11-24 19:01:40,337 - Epoch: [88][ 4200/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548852 +2023-11-24 19:02:34,934 - Epoch: [88][ 4300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.548785 +2023-11-24 19:03:29,646 - Epoch: [88][ 4400/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.548746 +2023-11-24 19:04:24,277 - Epoch: [88][ 4500/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.548691 +2023-11-24 19:05:18,936 - Epoch: [88][ 4600/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548645 +2023-11-24 19:06:13,636 - Epoch: [88][ 4700/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548609 +2023-11-24 19:07:08,228 - Epoch: [88][ 4800/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548553 +2023-11-24 19:08:02,924 - Epoch: [88][ 4900/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548520 +2023-11-24 19:08:57,718 - Epoch: [88][ 5000/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548507 +2023-11-24 19:09:52,384 - Epoch: [88][ 5100/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548471 +2023-11-24 19:10:47,091 - Epoch: [88][ 5200/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548443 +2023-11-24 19:11:41,724 - Epoch: [88][ 5300/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548403 +2023-11-24 19:12:36,395 - Epoch: [88][ 5400/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548371 +2023-11-24 19:13:30,972 - Epoch: [88][ 5500/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548323 +2023-11-24 19:14:25,563 - Epoch: [88][ 5600/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548279 +2023-11-24 19:15:20,338 - Epoch: [88][ 5700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548269 +2023-11-24 19:16:15,049 - Epoch: [88][ 5800/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548249 +2023-11-24 19:17:09,669 - Epoch: [88][ 5900/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548214 +2023-11-24 19:18:04,320 - Epoch: [88][ 6000/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548185 +2023-11-24 19:18:59,083 - Epoch: [88][ 6100/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548175 +2023-11-24 19:19:53,772 - Epoch: [88][ 6200/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548154 +2023-11-24 19:20:48,519 - Epoch: [88][ 6300/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548143 +2023-11-24 19:21:43,175 - Epoch: [88][ 6400/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548117 +2023-11-24 19:22:37,787 - Epoch: [88][ 6500/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548086 +2023-11-24 19:23:32,404 - Epoch: [88][ 6600/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548057 +2023-11-24 19:24:27,096 - Epoch: [88][ 6700/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548039 +2023-11-24 19:25:21,777 - Epoch: [88][ 6800/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548021 +2023-11-24 19:26:16,435 - Epoch: [88][ 6900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547999 +2023-11-24 19:27:11,170 - Epoch: [88][ 7000/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547990 +2023-11-24 19:28:06,014 - Epoch: [88][ 7100/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547995 +2023-11-24 19:29:00,665 - Epoch: [88][ 7200/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547974 +2023-11-24 19:29:55,340 - Epoch: [88][ 7300/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547957 +2023-11-24 19:30:50,101 - Epoch: [88][ 7400/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547952 +2023-11-24 19:31:44,881 - Epoch: [88][ 7500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547950 +2023-11-24 19:32:39,503 - Epoch: [88][ 7600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547926 +2023-11-24 19:33:34,169 - Epoch: [88][ 7700/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547910 +2023-11-24 19:34:28,896 - Epoch: [88][ 7800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547901 +2023-11-24 19:35:23,696 - Epoch: [88][ 7900/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547902 +2023-11-24 19:36:18,416 - Epoch: [88][ 8000/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547893 +2023-11-24 19:37:13,060 - Epoch: [88][ 8100/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547874 +2023-11-24 19:38:07,791 - Epoch: [88][ 8200/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547867 +2023-11-24 19:39:02,388 - Epoch: [88][ 8300/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547844 +2023-11-24 19:39:57,031 - Epoch: [88][ 8400/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547827 +2023-11-24 19:40:51,711 - Epoch: [88][ 8500/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547814 +2023-11-24 19:41:46,463 - Epoch: [88][ 8600/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547810 +2023-11-24 19:42:41,065 - Epoch: [88][ 8700/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547789 +2023-11-24 19:43:35,919 - Epoch: [88][ 8800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547798 +2023-11-24 19:44:30,633 - Epoch: [88][ 8900/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547790 +2023-11-24 19:45:25,345 - Epoch: [88][ 9000/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547782 +2023-11-24 19:46:20,063 - Epoch: [88][ 9100/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547775 +2023-11-24 19:47:14,790 - Epoch: [88][ 9200/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547769 +2023-11-24 19:48:09,498 - Epoch: [88][ 9300/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547762 +2023-11-24 19:49:04,174 - Epoch: [88][ 9400/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547751 +2023-11-24 19:49:58,761 - Epoch: [88][ 9500/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547731 +2023-11-24 19:50:53,514 - Epoch: [88][ 9600/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547728 +2023-11-24 19:51:48,225 - Epoch: [88][ 9700/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547721 +2023-11-24 19:52:42,812 - Epoch: [88][ 9800/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547702 +2023-11-24 19:53:37,501 - Epoch: [88][ 9900/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547694 +2023-11-24 19:54:32,182 - Epoch: [88][10000/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547685 +2023-11-24 19:55:26,846 - Epoch: [88][10100/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547674 +2023-11-24 19:56:21,665 - Epoch: [88][10200/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547679 +2023-11-24 19:57:16,311 - Epoch: [88][10300/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547667 +2023-11-24 19:58:10,948 - Epoch: [88][10400/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547654 +2023-11-24 19:59:05,730 - Epoch: [88][10500/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547655 +2023-11-24 20:00:00,415 - Epoch: [88][10600/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547647 +2023-11-24 20:00:55,227 - Epoch: [88][10700/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547651 +2023-11-24 20:01:49,859 - Epoch: [88][10800/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547639 +2023-11-24 20:02:44,563 - Epoch: [88][10900/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547633 +2023-11-24 20:03:39,177 - Epoch: [88][11000/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547619 +2023-11-24 20:04:33,910 - Epoch: [88][11100/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547616 +2023-11-24 20:05:28,773 - Epoch: [88][11200/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547625 +2023-11-24 20:06:23,455 - Epoch: [88][11300/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547618 +2023-11-24 20:07:18,115 - Epoch: [88][11400/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547608 +2023-11-24 20:08:12,722 - Epoch: [88][11500/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547595 +2023-11-24 20:09:07,495 - Epoch: [88][11600/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547596 +2023-11-24 20:10:02,233 - Epoch: [88][11700/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547594 +2023-11-24 20:10:56,926 - Epoch: [88][11800/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547588 +2023-11-24 20:11:51,591 - Epoch: [88][11900/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.547579 +2023-11-24 20:12:46,343 - Epoch: [88][12000/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547579 +2023-11-24 20:13:41,081 - Epoch: [88][12100/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547577 +2023-11-24 20:14:18,232 - Epoch: [88][12168/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.547570 +2023-11-24 20:14:18,603 - --- validate (epoch=88)----------- +2023-11-24 20:14:18,603 - 167951 samples (256 per mini-batch) +2023-11-24 20:15:09,268 - Epoch: [88][ 100/ 657] Loss 0.000000 Overall Loss 0.013621 +2023-11-24 20:15:57,963 - Epoch: [88][ 200/ 657] Loss 0.000000 Overall Loss 0.013645 +2023-11-24 20:16:46,668 - Epoch: [88][ 300/ 657] Loss 0.000000 Overall Loss 0.013650 +2023-11-24 20:17:35,322 - Epoch: [88][ 400/ 657] Loss 0.000000 Overall Loss 0.013663 +2023-11-24 20:18:23,984 - Epoch: [88][ 500/ 657] Loss 0.000000 Overall Loss 0.013664 +2023-11-24 20:19:12,676 - Epoch: [88][ 600/ 657] Loss 0.000000 Overall Loss 0.013663 +2023-11-24 20:19:39,981 - Epoch: [88][ 657/ 657] Loss 0.000000 Overall Loss 0.013660 +2023-11-24 20:19:40,195 - ==> Overall Loss: 0.014 + +2023-11-24 20:19:40,197 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-24 20:19:40,197 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 20:19:40,218 - + +2023-11-24 20:19:40,218 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 20:20:44,366 - Epoch: [89][ 100/12168] Overall Loss 0.012936 Objective Loss 0.000000 Distill Loss 0.012936 LR 0.000063 Time 0.641440 +2023-11-24 20:21:38,952 - Epoch: [89][ 200/12168] Overall Loss 0.012996 Objective Loss 0.000000 Distill Loss 0.012996 LR 0.000063 Time 0.593635 +2023-11-24 20:22:33,499 - Epoch: [89][ 300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.577571 +2023-11-24 20:23:28,224 - Epoch: [89][ 400/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.569982 +2023-11-24 20:24:22,933 - Epoch: [89][ 500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.565398 +2023-11-24 20:25:17,503 - Epoch: [89][ 600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.562109 +2023-11-24 20:26:12,321 - Epoch: [89][ 700/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.560115 +2023-11-24 20:27:06,993 - Epoch: [89][ 800/12168] Overall Loss 0.013007 Objective Loss 0.000000 Distill Loss 0.013007 LR 0.000063 Time 0.558436 +2023-11-24 20:28:01,674 - Epoch: [89][ 900/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.557140 +2023-11-24 20:28:56,293 - Epoch: [89][ 1000/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.556042 +2023-11-24 20:29:50,976 - Epoch: [89][ 1100/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.555202 +2023-11-24 20:30:45,567 - Epoch: [89][ 1200/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.554425 +2023-11-24 20:31:40,202 - Epoch: [89][ 1300/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.553802 +2023-11-24 20:32:34,820 - Epoch: [89][ 1400/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.553255 +2023-11-24 20:33:29,421 - Epoch: [89][ 1500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.552770 +2023-11-24 20:34:24,034 - Epoch: [89][ 1600/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.552353 +2023-11-24 20:35:18,649 - Epoch: [89][ 1700/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.551986 +2023-11-24 20:36:13,243 - Epoch: [89][ 1800/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.551649 +2023-11-24 20:37:07,886 - Epoch: [89][ 1900/12168] Overall Loss 0.013045 Objective Loss 0.000000 Distill Loss 0.013045 LR 0.000063 Time 0.551373 +2023-11-24 20:38:02,561 - Epoch: [89][ 2000/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.551140 +2023-11-24 20:38:57,297 - Epoch: [89][ 2100/12168] Overall Loss 0.013043 Objective Loss 0.000000 Distill Loss 0.013043 LR 0.000063 Time 0.550958 +2023-11-24 20:39:51,928 - Epoch: [89][ 2200/12168] Overall Loss 0.013044 Objective Loss 0.000000 Distill Loss 0.013044 LR 0.000063 Time 0.550746 +2023-11-24 20:40:46,527 - Epoch: [89][ 2300/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.550538 +2023-11-24 20:41:41,228 - Epoch: [89][ 2400/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.550389 +2023-11-24 20:42:35,837 - Epoch: [89][ 2500/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.550216 +2023-11-24 20:43:30,526 - Epoch: [89][ 2600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.550087 +2023-11-24 20:44:25,115 - Epoch: [89][ 2700/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.549930 +2023-11-24 20:45:19,741 - Epoch: [89][ 2800/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.549798 +2023-11-24 20:46:14,392 - Epoch: [89][ 2900/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.549684 +2023-11-24 20:47:09,057 - Epoch: [89][ 3000/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.549582 +2023-11-24 20:48:03,693 - Epoch: [89][ 3100/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549477 +2023-11-24 20:48:58,286 - Epoch: [89][ 3200/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.549365 +2023-11-24 20:49:52,862 - Epoch: [89][ 3300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549255 +2023-11-24 20:50:47,405 - Epoch: [89][ 3400/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549142 +2023-11-24 20:51:42,057 - Epoch: [89][ 3500/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549066 +2023-11-24 20:52:36,739 - Epoch: [89][ 3600/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549002 +2023-11-24 20:53:31,353 - Epoch: [89][ 3700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548924 +2023-11-24 20:54:26,020 - Epoch: [89][ 3800/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548864 +2023-11-24 20:55:20,609 - Epoch: [89][ 3900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548787 +2023-11-24 20:56:15,179 - Epoch: [89][ 4000/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548709 +2023-11-24 20:57:09,839 - Epoch: [89][ 4100/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548657 +2023-11-24 20:58:04,410 - Epoch: [89][ 4200/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548586 +2023-11-24 20:58:59,049 - Epoch: [89][ 4300/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548534 +2023-11-24 20:59:53,764 - Epoch: [89][ 4400/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.548502 +2023-11-24 21:00:48,320 - Epoch: [89][ 4500/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548436 +2023-11-24 21:01:42,907 - Epoch: [89][ 4600/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548380 +2023-11-24 21:02:37,607 - Epoch: [89][ 4700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548349 +2023-11-24 21:03:32,133 - Epoch: [89][ 4800/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548285 +2023-11-24 21:04:26,778 - Epoch: [89][ 4900/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548246 +2023-11-24 21:05:21,397 - Epoch: [89][ 5000/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548205 +2023-11-24 21:06:16,029 - Epoch: [89][ 5100/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548167 +2023-11-24 21:07:10,650 - Epoch: [89][ 5200/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548129 +2023-11-24 21:08:05,294 - Epoch: [89][ 5300/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548096 +2023-11-24 21:08:59,963 - Epoch: [89][ 5400/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548070 +2023-11-24 21:09:54,636 - Epoch: [89][ 5500/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548045 +2023-11-24 21:10:49,426 - Epoch: [89][ 5600/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548042 +2023-11-24 21:11:44,184 - Epoch: [89][ 5700/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548033 +2023-11-24 21:12:38,923 - Epoch: [89][ 5800/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.548021 +2023-11-24 21:13:33,614 - Epoch: [89][ 5900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548002 +2023-11-24 21:14:28,277 - Epoch: [89][ 6000/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547979 +2023-11-24 21:15:23,082 - Epoch: [89][ 6100/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547979 +2023-11-24 21:16:17,775 - Epoch: [89][ 6200/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547962 +2023-11-24 21:17:12,396 - Epoch: [89][ 6300/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547933 +2023-11-24 21:18:07,086 - Epoch: [89][ 6400/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547917 +2023-11-24 21:19:01,790 - Epoch: [89][ 6500/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547903 +2023-11-24 21:19:56,473 - Epoch: [89][ 6600/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547886 +2023-11-24 21:20:51,244 - Epoch: [89][ 6700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547883 +2023-11-24 21:21:45,875 - Epoch: [89][ 6800/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547860 +2023-11-24 21:22:40,679 - Epoch: [89][ 6900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547862 +2023-11-24 21:23:35,391 - Epoch: [89][ 7000/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547851 +2023-11-24 21:24:30,194 - Epoch: [89][ 7100/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547853 +2023-11-24 21:25:24,859 - Epoch: [89][ 7200/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547835 +2023-11-24 21:26:19,519 - Epoch: [89][ 7300/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547818 +2023-11-24 21:27:14,310 - Epoch: [89][ 7400/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547819 +2023-11-24 21:28:09,001 - Epoch: [89][ 7500/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547806 +2023-11-24 21:29:03,710 - Epoch: [89][ 7600/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547797 +2023-11-24 21:29:58,380 - Epoch: [89][ 7700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547782 +2023-11-24 21:30:52,991 - Epoch: [89][ 7800/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547760 +2023-11-24 21:31:47,621 - Epoch: [89][ 7900/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547741 +2023-11-24 21:32:42,343 - Epoch: [89][ 8000/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547734 +2023-11-24 21:33:37,004 - Epoch: [89][ 8100/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547720 +2023-11-24 21:34:31,747 - Epoch: [89][ 8200/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547716 +2023-11-24 21:35:26,460 - Epoch: [89][ 8300/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547709 +2023-11-24 21:36:21,138 - Epoch: [89][ 8400/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547697 +2023-11-24 21:37:15,835 - Epoch: [89][ 8500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547688 +2023-11-24 21:38:10,542 - Epoch: [89][ 8600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547681 +2023-11-24 21:39:05,363 - Epoch: [89][ 8700/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547687 +2023-11-24 21:40:00,166 - Epoch: [89][ 8800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547690 +2023-11-24 21:40:54,859 - Epoch: [89][ 8900/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547681 +2023-11-24 21:41:49,648 - Epoch: [89][ 9000/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547683 +2023-11-24 21:42:44,376 - Epoch: [89][ 9100/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.547678 +2023-11-24 21:43:39,052 - Epoch: [89][ 9200/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547668 +2023-11-24 21:44:33,687 - Epoch: [89][ 9300/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547654 +2023-11-24 21:45:28,349 - Epoch: [89][ 9400/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547642 +2023-11-24 21:46:23,041 - Epoch: [89][ 9500/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547634 +2023-11-24 21:47:17,731 - Epoch: [89][ 9600/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547626 +2023-11-24 21:48:12,485 - Epoch: [89][ 9700/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547625 +2023-11-24 21:49:07,217 - Epoch: [89][ 9800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.547622 +2023-11-24 21:50:01,874 - Epoch: [89][ 9900/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547611 +2023-11-24 21:50:56,565 - Epoch: [89][10000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.547604 +2023-11-24 21:51:51,257 - Epoch: [89][10100/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547596 +2023-11-24 21:52:45,887 - Epoch: [89][10200/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547583 +2023-11-24 21:53:40,479 - Epoch: [89][10300/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547567 +2023-11-24 21:54:35,171 - Epoch: [89][10400/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547561 +2023-11-24 21:55:29,757 - Epoch: [89][10500/12168] Overall Loss 0.013042 Objective Loss 0.000000 Distill Loss 0.013042 LR 0.000063 Time 0.547544 +2023-11-24 21:56:24,445 - Epoch: [89][10600/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547537 +2023-11-24 21:57:19,137 - Epoch: [89][10700/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547531 +2023-11-24 21:58:13,857 - Epoch: [89][10800/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547528 +2023-11-24 21:59:08,581 - Epoch: [89][10900/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547525 +2023-11-24 22:00:03,219 - Epoch: [89][11000/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547514 +2023-11-24 22:00:58,042 - Epoch: [89][11100/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547521 +2023-11-24 22:01:52,755 - Epoch: [89][11200/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547517 +2023-11-24 22:02:47,557 - Epoch: [89][11300/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547521 +2023-11-24 22:03:42,385 - Epoch: [89][11400/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547527 +2023-11-24 22:04:37,238 - Epoch: [89][11500/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547536 +2023-11-24 22:05:32,017 - Epoch: [89][11600/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547538 +2023-11-24 22:06:26,627 - Epoch: [89][11700/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547525 +2023-11-24 22:07:21,332 - Epoch: [89][11800/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547521 +2023-11-24 22:08:16,030 - Epoch: [89][11900/12168] Overall Loss 0.013041 Objective Loss 0.000000 Distill Loss 0.013041 LR 0.000063 Time 0.547516 +2023-11-24 22:09:10,721 - Epoch: [89][12000/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547511 +2023-11-24 22:10:05,449 - Epoch: [89][12100/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547509 +2023-11-24 22:10:42,522 - Epoch: [89][12168/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.547495 +2023-11-24 22:10:42,890 - --- validate (epoch=89)----------- +2023-11-24 22:10:42,890 - 167951 samples (256 per mini-batch) +2023-11-24 22:11:33,966 - Epoch: [89][ 100/ 657] Loss 0.000000 Overall Loss 0.013771 +2023-11-24 22:12:22,764 - Epoch: [89][ 200/ 657] Loss 0.000000 Overall Loss 0.013766 +2023-11-24 22:13:11,450 - Epoch: [89][ 300/ 657] Loss 0.000000 Overall Loss 0.013779 +2023-11-24 22:14:00,130 - Epoch: [89][ 400/ 657] Loss 0.000000 Overall Loss 0.013787 +2023-11-24 22:14:48,803 - Epoch: [89][ 500/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-24 22:15:37,457 - Epoch: [89][ 600/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-24 22:16:04,738 - Epoch: [89][ 657/ 657] Loss 0.000000 Overall Loss 0.013772 +2023-11-24 22:16:04,952 - ==> Overall Loss: 0.014 + +2023-11-24 22:16:04,953 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-24 22:16:04,953 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-24 22:16:04,974 - + +2023-11-24 22:16:04,974 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-24 22:17:10,903 - Epoch: [90][ 100/12168] Overall Loss 0.012959 Objective Loss 0.000000 Distill Loss 0.012959 LR 0.000063 Time 0.659248 +2023-11-24 22:18:05,480 - Epoch: [90][ 200/12168] Overall Loss 0.013001 Objective Loss 0.000000 Distill Loss 0.013001 LR 0.000063 Time 0.602494 +2023-11-24 22:18:59,990 - Epoch: [90][ 300/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.583353 +2023-11-24 22:19:54,576 - Epoch: [90][ 400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.573971 +2023-11-24 22:20:49,217 - Epoch: [90][ 500/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.568453 +2023-11-24 22:21:43,854 - Epoch: [90][ 600/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.564768 +2023-11-24 22:22:38,465 - Epoch: [90][ 700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.562098 +2023-11-24 22:23:33,047 - Epoch: [90][ 800/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.560060 +2023-11-24 22:24:27,586 - Epoch: [90][ 900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.558427 +2023-11-24 22:25:22,122 - Epoch: [90][ 1000/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.557116 +2023-11-24 22:26:16,742 - Epoch: [90][ 1100/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.556121 +2023-11-24 22:27:11,303 - Epoch: [90][ 1200/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.555243 +2023-11-24 22:28:05,929 - Epoch: [90][ 1300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.554549 +2023-11-24 22:29:00,511 - Epoch: [90][ 1400/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.553924 +2023-11-24 22:29:55,187 - Epoch: [90][ 1500/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.553444 +2023-11-24 22:30:49,853 - Epoch: [90][ 1600/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.553018 +2023-11-24 22:31:44,493 - Epoch: [90][ 1700/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.552627 +2023-11-24 22:32:39,111 - Epoch: [90][ 1800/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.552267 +2023-11-24 22:33:33,737 - Epoch: [90][ 1900/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.551949 +2023-11-24 22:34:28,467 - Epoch: [90][ 2000/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.551715 +2023-11-24 22:35:23,081 - Epoch: [90][ 2100/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.551448 +2023-11-24 22:36:17,628 - Epoch: [90][ 2200/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.551175 +2023-11-24 22:37:12,248 - Epoch: [90][ 2300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.550957 +2023-11-24 22:38:06,869 - Epoch: [90][ 2400/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.550758 +2023-11-24 22:39:01,480 - Epoch: [90][ 2500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.550571 +2023-11-24 22:39:56,121 - Epoch: [90][ 2600/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.550410 +2023-11-24 22:40:50,785 - Epoch: [90][ 2700/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550269 +2023-11-24 22:41:45,423 - Epoch: [90][ 2800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.550129 +2023-11-24 22:42:40,032 - Epoch: [90][ 2900/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549989 +2023-11-24 22:43:34,606 - Epoch: [90][ 3000/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549846 +2023-11-24 22:44:29,231 - Epoch: [90][ 3100/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.549729 +2023-11-24 22:45:23,929 - Epoch: [90][ 3200/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.549642 +2023-11-24 22:46:18,573 - Epoch: [90][ 3300/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.549544 +2023-11-24 22:47:13,132 - Epoch: [90][ 3400/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.549427 +2023-11-24 22:48:07,778 - Epoch: [90][ 3500/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549341 +2023-11-24 22:49:02,887 - Epoch: [90][ 3600/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.549389 +2023-11-24 22:49:57,704 - Epoch: [90][ 3700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549355 +2023-11-24 22:50:52,409 - Epoch: [90][ 3800/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549293 +2023-11-24 22:51:47,028 - Epoch: [90][ 3900/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549213 +2023-11-24 22:52:41,672 - Epoch: [90][ 4000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549143 +2023-11-24 22:53:36,473 - Epoch: [90][ 4100/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549115 +2023-11-24 22:54:31,113 - Epoch: [90][ 4200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549049 +2023-11-24 22:55:25,728 - Epoch: [90][ 4300/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548981 +2023-11-24 22:56:20,395 - Epoch: [90][ 4400/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548928 +2023-11-24 22:57:15,044 - Epoch: [90][ 4500/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548873 +2023-11-24 22:58:09,691 - Epoch: [90][ 4600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548820 +2023-11-24 22:59:04,337 - Epoch: [90][ 4700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548769 +2023-11-24 22:59:59,052 - Epoch: [90][ 4800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548735 +2023-11-24 23:00:53,777 - Epoch: [90][ 4900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548704 +2023-11-24 23:01:48,431 - Epoch: [90][ 5000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548660 +2023-11-24 23:02:43,148 - Epoch: [90][ 5100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548630 +2023-11-24 23:03:37,846 - Epoch: [90][ 5200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548598 +2023-11-24 23:04:32,525 - Epoch: [90][ 5300/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548563 +2023-11-24 23:05:27,235 - Epoch: [90][ 5400/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548535 +2023-11-24 23:06:21,817 - Epoch: [90][ 5500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548485 +2023-11-24 23:07:16,496 - Epoch: [90][ 5600/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548455 +2023-11-24 23:08:11,198 - Epoch: [90][ 5700/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.548429 +2023-11-24 23:09:05,959 - Epoch: [90][ 5800/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.548414 +2023-11-24 23:10:00,589 - Epoch: [90][ 5900/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.548378 +2023-11-24 23:10:55,344 - Epoch: [90][ 6000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548364 +2023-11-24 23:11:49,948 - Epoch: [90][ 6100/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548325 +2023-11-24 23:12:44,612 - Epoch: [90][ 6200/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548297 +2023-11-24 23:13:39,239 - Epoch: [90][ 6300/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548264 +2023-11-24 23:14:33,945 - Epoch: [90][ 6400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548245 +2023-11-24 23:15:28,537 - Epoch: [90][ 6500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548209 +2023-11-24 23:16:23,138 - Epoch: [90][ 6600/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548175 +2023-11-24 23:17:17,861 - Epoch: [90][ 6700/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548161 +2023-11-24 23:18:12,476 - Epoch: [90][ 6800/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548131 +2023-11-24 23:19:07,271 - Epoch: [90][ 6900/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548128 +2023-11-24 23:20:01,981 - Epoch: [90][ 7000/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548112 +2023-11-24 23:20:56,717 - Epoch: [90][ 7100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548101 +2023-11-24 23:21:51,392 - Epoch: [90][ 7200/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548082 +2023-11-24 23:22:46,045 - Epoch: [90][ 7300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548061 +2023-11-24 23:23:40,649 - Epoch: [90][ 7400/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548033 +2023-11-24 23:24:35,238 - Epoch: [90][ 7500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548004 +2023-11-24 23:25:29,916 - Epoch: [90][ 7600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547987 +2023-11-24 23:26:24,532 - Epoch: [90][ 7700/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547963 +2023-11-24 23:27:19,242 - Epoch: [90][ 7800/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547952 +2023-11-24 23:28:14,000 - Epoch: [90][ 7900/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547947 +2023-11-24 23:29:08,637 - Epoch: [90][ 8000/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547926 +2023-11-24 23:30:03,414 - Epoch: [90][ 8100/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547924 +2023-11-24 23:30:58,115 - Epoch: [90][ 8200/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547913 +2023-11-24 23:31:52,909 - Epoch: [90][ 8300/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547913 +2023-11-24 23:32:47,605 - Epoch: [90][ 8400/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547901 +2023-11-24 23:33:42,302 - Epoch: [90][ 8500/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547889 +2023-11-24 23:34:36,906 - Epoch: [90][ 8600/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547868 +2023-11-24 23:35:31,631 - Epoch: [90][ 8700/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547860 +2023-11-24 23:36:26,272 - Epoch: [90][ 8800/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547843 +2023-11-24 23:37:21,003 - Epoch: [90][ 8900/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547837 +2023-11-24 23:38:15,707 - Epoch: [90][ 9000/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547828 +2023-11-24 23:39:10,555 - Epoch: [90][ 9100/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547835 +2023-11-24 23:40:05,318 - Epoch: [90][ 9200/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547832 +2023-11-24 23:41:00,024 - Epoch: [90][ 9300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547823 +2023-11-24 23:41:54,674 - Epoch: [90][ 9400/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547809 +2023-11-24 23:42:49,397 - Epoch: [90][ 9500/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547803 +2023-11-24 23:43:44,117 - Epoch: [90][ 9600/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547796 +2023-11-24 23:44:38,888 - Epoch: [90][ 9700/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547795 +2023-11-24 23:45:33,517 - Epoch: [90][ 9800/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547779 +2023-11-24 23:46:28,213 - Epoch: [90][ 9900/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547771 +2023-11-24 23:47:22,839 - Epoch: [90][10000/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547755 +2023-11-24 23:48:17,610 - Epoch: [90][10100/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547754 +2023-11-24 23:49:12,198 - Epoch: [90][10200/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547736 +2023-11-24 23:50:06,886 - Epoch: [90][10300/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547727 +2023-11-24 23:51:01,559 - Epoch: [90][10400/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547717 +2023-11-24 23:51:56,247 - Epoch: [90][10500/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547709 +2023-11-24 23:52:50,898 - Epoch: [90][10600/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547697 +2023-11-24 23:53:45,604 - Epoch: [90][10700/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547691 +2023-11-24 23:54:40,276 - Epoch: [90][10800/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547682 +2023-11-24 23:55:35,001 - Epoch: [90][10900/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547678 +2023-11-24 23:56:29,681 - Epoch: [90][11000/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.547669 +2023-11-24 23:57:24,284 - Epoch: [90][11100/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.547654 +2023-11-24 23:58:18,989 - Epoch: [90][11200/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547649 +2023-11-24 23:59:13,673 - Epoch: [90][11300/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547641 +2023-11-25 00:00:08,453 - Epoch: [90][11400/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547642 +2023-11-25 00:01:03,216 - Epoch: [90][11500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547642 +2023-11-25 00:01:57,909 - Epoch: [90][11600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.547636 +2023-11-25 00:02:52,683 - Epoch: [90][11700/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547636 +2023-11-25 00:03:47,385 - Epoch: [90][11800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547631 +2023-11-25 00:04:42,028 - Epoch: [90][11900/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547620 +2023-11-25 00:05:36,829 - Epoch: [90][12000/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547623 +2023-11-25 00:06:31,565 - Epoch: [90][12100/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547621 +2023-11-25 00:07:08,658 - Epoch: [90][12168/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.547609 +2023-11-25 00:07:09,054 - --- validate (epoch=90)----------- +2023-11-25 00:07:09,055 - 167951 samples (256 per mini-batch) +2023-11-25 00:07:59,603 - Epoch: [90][ 100/ 657] Loss 0.000000 Overall Loss 0.013680 +2023-11-25 00:08:48,260 - Epoch: [90][ 200/ 657] Loss 0.000000 Overall Loss 0.013720 +2023-11-25 00:09:36,929 - Epoch: [90][ 300/ 657] Loss 0.000000 Overall Loss 0.013699 +2023-11-25 00:10:25,592 - Epoch: [90][ 400/ 657] Loss 0.000000 Overall Loss 0.013686 +2023-11-25 00:11:14,219 - Epoch: [90][ 500/ 657] Loss 0.000000 Overall Loss 0.013686 +2023-11-25 00:12:02,855 - Epoch: [90][ 600/ 657] Loss 0.000000 Overall Loss 0.013683 +2023-11-25 00:12:30,148 - Epoch: [90][ 657/ 657] Loss 0.000000 Overall Loss 0.013691 +2023-11-25 00:12:30,368 - ==> Overall Loss: 0.014 + +2023-11-25 00:12:30,370 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-25 00:12:30,370 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 00:12:30,393 - + +2023-11-25 00:12:30,393 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 00:13:36,306 - Epoch: [91][ 100/12168] Overall Loss 0.012988 Objective Loss 0.000000 Distill Loss 0.012988 LR 0.000063 Time 0.659092 +2023-11-25 00:14:30,881 - Epoch: [91][ 200/12168] Overall Loss 0.012979 Objective Loss 0.000000 Distill Loss 0.012979 LR 0.000063 Time 0.602405 +2023-11-25 00:15:25,535 - Epoch: [91][ 300/12168] Overall Loss 0.013003 Objective Loss 0.000000 Distill Loss 0.013003 LR 0.000063 Time 0.583774 +2023-11-25 00:16:20,244 - Epoch: [91][ 400/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.574596 +2023-11-25 00:17:14,930 - Epoch: [91][ 500/12168] Overall Loss 0.012991 Objective Loss 0.000000 Distill Loss 0.012991 LR 0.000063 Time 0.569042 +2023-11-25 00:18:09,556 - Epoch: [91][ 600/12168] Overall Loss 0.012999 Objective Loss 0.000000 Distill Loss 0.012999 LR 0.000063 Time 0.565239 +2023-11-25 00:19:04,206 - Epoch: [91][ 700/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.562557 +2023-11-25 00:19:58,846 - Epoch: [91][ 800/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.560534 +2023-11-25 00:20:53,524 - Epoch: [91][ 900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.559003 +2023-11-25 00:21:48,077 - Epoch: [91][ 1000/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.557652 +2023-11-25 00:22:42,702 - Epoch: [91][ 1100/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.556613 +2023-11-25 00:23:37,481 - Epoch: [91][ 1200/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.555875 +2023-11-25 00:24:32,098 - Epoch: [91][ 1300/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.555126 +2023-11-25 00:25:26,679 - Epoch: [91][ 1400/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.554458 +2023-11-25 00:26:21,280 - Epoch: [91][ 1500/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.553893 +2023-11-25 00:27:15,888 - Epoch: [91][ 1600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.553403 +2023-11-25 00:28:10,554 - Epoch: [91][ 1700/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.553005 +2023-11-25 00:29:05,170 - Epoch: [91][ 1800/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.552622 +2023-11-25 00:29:59,882 - Epoch: [91][ 1900/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.552331 +2023-11-25 00:30:54,462 - Epoch: [91][ 2000/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.552003 +2023-11-25 00:31:49,002 - Epoch: [91][ 2100/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.551688 +2023-11-25 00:32:43,587 - Epoch: [91][ 2200/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.551420 +2023-11-25 00:33:38,281 - Epoch: [91][ 2300/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.551224 +2023-11-25 00:34:32,923 - Epoch: [91][ 2400/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.551023 +2023-11-25 00:35:27,520 - Epoch: [91][ 2500/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.550820 +2023-11-25 00:36:22,156 - Epoch: [91][ 2600/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.550647 +2023-11-25 00:37:16,835 - Epoch: [91][ 2700/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.550503 +2023-11-25 00:38:11,418 - Epoch: [91][ 2800/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.550335 +2023-11-25 00:39:05,986 - Epoch: [91][ 2900/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.550173 +2023-11-25 00:40:00,607 - Epoch: [91][ 3000/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.550040 +2023-11-25 00:40:55,200 - Epoch: [91][ 3100/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549907 +2023-11-25 00:41:49,777 - Epoch: [91][ 3200/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549777 +2023-11-25 00:42:44,377 - Epoch: [91][ 3300/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549661 +2023-11-25 00:43:39,052 - Epoch: [91][ 3400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549575 +2023-11-25 00:44:33,683 - Epoch: [91][ 3500/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549481 +2023-11-25 00:45:28,331 - Epoch: [91][ 3600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549396 +2023-11-25 00:46:22,912 - Epoch: [91][ 3700/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549299 +2023-11-25 00:47:17,520 - Epoch: [91][ 3800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549213 +2023-11-25 00:48:12,181 - Epoch: [91][ 3900/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549145 +2023-11-25 00:49:06,703 - Epoch: [91][ 4000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549047 +2023-11-25 00:50:01,314 - Epoch: [91][ 4100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548974 +2023-11-25 00:50:55,903 - Epoch: [91][ 4200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548900 +2023-11-25 00:51:50,495 - Epoch: [91][ 4300/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548830 +2023-11-25 00:52:45,117 - Epoch: [91][ 4400/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.548770 +2023-11-25 00:53:39,666 - Epoch: [91][ 4500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548696 +2023-11-25 00:54:34,299 - Epoch: [91][ 4600/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548644 +2023-11-25 00:55:28,963 - Epoch: [91][ 4700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548601 +2023-11-25 00:56:23,611 - Epoch: [91][ 4800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548556 +2023-11-25 00:57:18,216 - Epoch: [91][ 4900/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.548504 +2023-11-25 00:58:12,895 - Epoch: [91][ 5000/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.548469 +2023-11-25 00:59:07,623 - Epoch: [91][ 5100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548446 +2023-11-25 01:00:02,199 - Epoch: [91][ 5200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548393 +2023-11-25 01:00:56,798 - Epoch: [91][ 5300/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548347 +2023-11-25 01:01:51,370 - Epoch: [91][ 5400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548298 +2023-11-25 01:02:45,929 - Epoch: [91][ 5500/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.548248 +2023-11-25 01:03:40,638 - Epoch: [91][ 5600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548227 +2023-11-25 01:04:35,260 - Epoch: [91][ 5700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548192 +2023-11-25 01:05:29,884 - Epoch: [91][ 5800/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.548157 +2023-11-25 01:06:24,460 - Epoch: [91][ 5900/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.548116 +2023-11-25 01:07:19,165 - Epoch: [91][ 6000/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548098 +2023-11-25 01:08:13,839 - Epoch: [91][ 6100/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548075 +2023-11-25 01:09:08,510 - Epoch: [91][ 6200/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548053 +2023-11-25 01:10:03,270 - Epoch: [91][ 6300/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548045 +2023-11-25 01:10:57,836 - Epoch: [91][ 6400/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.548007 +2023-11-25 01:11:52,471 - Epoch: [91][ 6500/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547981 +2023-11-25 01:12:47,102 - Epoch: [91][ 6600/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547955 +2023-11-25 01:13:41,764 - Epoch: [91][ 6700/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547935 +2023-11-25 01:14:36,430 - Epoch: [91][ 6800/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547916 +2023-11-25 01:15:31,194 - Epoch: [91][ 6900/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547911 +2023-11-25 01:16:25,841 - Epoch: [91][ 7000/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547890 +2023-11-25 01:17:20,470 - Epoch: [91][ 7100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547867 +2023-11-25 01:18:15,149 - Epoch: [91][ 7200/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547851 +2023-11-25 01:19:09,853 - Epoch: [91][ 7300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547840 +2023-11-25 01:20:04,435 - Epoch: [91][ 7400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547812 +2023-11-25 01:20:59,244 - Epoch: [91][ 7500/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547815 +2023-11-25 01:21:54,169 - Epoch: [91][ 7600/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547834 +2023-11-25 01:22:48,955 - Epoch: [91][ 7700/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547834 +2023-11-25 01:23:43,702 - Epoch: [91][ 7800/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547829 +2023-11-25 01:24:38,421 - Epoch: [91][ 7900/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547820 +2023-11-25 01:25:33,322 - Epoch: [91][ 8000/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547835 +2023-11-25 01:26:28,285 - Epoch: [91][ 8100/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547856 +2023-11-25 01:27:23,153 - Epoch: [91][ 8200/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547866 +2023-11-25 01:28:17,976 - Epoch: [91][ 8300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547870 +2023-11-25 01:29:12,870 - Epoch: [91][ 8400/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547882 +2023-11-25 01:30:07,641 - Epoch: [91][ 8500/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547880 +2023-11-25 01:31:02,421 - Epoch: [91][ 8600/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547879 +2023-11-25 01:31:57,332 - Epoch: [91][ 8700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547892 +2023-11-25 01:32:52,292 - Epoch: [91][ 8800/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547911 +2023-11-25 01:33:47,666 - Epoch: [91][ 8900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547977 +2023-11-25 01:34:42,688 - Epoch: [91][ 9000/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.548001 +2023-11-25 01:35:37,663 - Epoch: [91][ 9100/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548020 +2023-11-25 01:36:32,425 - Epoch: [91][ 9200/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548015 +2023-11-25 01:37:27,273 - Epoch: [91][ 9300/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548020 +2023-11-25 01:38:22,078 - Epoch: [91][ 9400/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548020 +2023-11-25 01:39:17,067 - Epoch: [91][ 9500/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548039 +2023-11-25 01:40:11,933 - Epoch: [91][ 9600/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548045 +2023-11-25 01:41:06,864 - Epoch: [91][ 9700/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548058 +2023-11-25 01:42:01,778 - Epoch: [91][ 9800/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548069 +2023-11-25 01:42:56,529 - Epoch: [91][ 9900/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.548063 +2023-11-25 01:43:51,401 - Epoch: [91][10000/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548069 +2023-11-25 01:44:46,363 - Epoch: [91][10100/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548084 +2023-11-25 01:45:41,265 - Epoch: [91][10200/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.548093 +2023-11-25 01:46:36,127 - Epoch: [91][10300/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548098 +2023-11-25 01:47:30,908 - Epoch: [91][10400/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548095 +2023-11-25 01:48:25,683 - Epoch: [91][10500/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548091 +2023-11-25 01:49:20,555 - Epoch: [91][10600/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548097 +2023-11-25 01:50:15,312 - Epoch: [91][10700/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548091 +2023-11-25 01:51:10,238 - Epoch: [91][10800/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548102 +2023-11-25 01:52:04,930 - Epoch: [91][10900/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548091 +2023-11-25 01:52:59,732 - Epoch: [91][11000/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548090 +2023-11-25 01:53:54,637 - Epoch: [91][11100/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.548098 +2023-11-25 01:54:49,413 - Epoch: [91][11200/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548095 +2023-11-25 01:55:44,412 - Epoch: [91][11300/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548111 +2023-11-25 01:56:39,265 - Epoch: [91][11400/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548115 +2023-11-25 01:57:34,224 - Epoch: [91][11500/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548127 +2023-11-25 01:58:29,060 - Epoch: [91][11600/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.548129 +2023-11-25 01:59:23,944 - Epoch: [91][11700/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548135 +2023-11-25 02:00:18,913 - Epoch: [91][11800/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548148 +2023-11-25 02:01:13,731 - Epoch: [91][11900/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548148 +2023-11-25 02:02:08,573 - Epoch: [91][12000/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.548150 +2023-11-25 02:03:03,904 - Epoch: [91][12100/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548192 +2023-11-25 02:03:41,163 - Epoch: [91][12168/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.548190 +2023-11-25 02:03:41,607 - --- validate (epoch=91)----------- +2023-11-25 02:03:41,607 - 167951 samples (256 per mini-batch) +2023-11-25 02:04:32,454 - Epoch: [91][ 100/ 657] Loss 0.000000 Overall Loss 0.013761 +2023-11-25 02:05:21,249 - Epoch: [91][ 200/ 657] Loss 0.000000 Overall Loss 0.013749 +2023-11-25 02:06:10,019 - Epoch: [91][ 300/ 657] Loss 0.000000 Overall Loss 0.013750 +2023-11-25 02:06:58,785 - Epoch: [91][ 400/ 657] Loss 0.000000 Overall Loss 0.013751 +2023-11-25 02:07:47,625 - Epoch: [91][ 500/ 657] Loss 0.000000 Overall Loss 0.013747 +2023-11-25 02:08:36,481 - Epoch: [91][ 600/ 657] Loss 0.000000 Overall Loss 0.013751 +2023-11-25 02:09:03,824 - Epoch: [91][ 657/ 657] Loss 0.000000 Overall Loss 0.013750 +2023-11-25 02:09:04,066 - ==> Overall Loss: 0.014 + +2023-11-25 02:09:04,069 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-25 02:09:04,069 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 02:09:04,092 - + +2023-11-25 02:09:04,092 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 02:10:11,557 - Epoch: [92][ 100/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.674612 +2023-11-25 02:11:06,705 - Epoch: [92][ 200/12168] Overall Loss 0.012998 Objective Loss 0.000000 Distill Loss 0.012998 LR 0.000063 Time 0.613028 +2023-11-25 02:12:01,825 - Epoch: [92][ 300/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.592405 +2023-11-25 02:12:56,585 - Epoch: [92][ 400/12168] Overall Loss 0.013007 Objective Loss 0.000000 Distill Loss 0.013007 LR 0.000063 Time 0.581197 +2023-11-25 02:13:51,504 - Epoch: [92][ 500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.574790 +2023-11-25 02:14:46,503 - Epoch: [92][ 600/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.570651 +2023-11-25 02:15:41,465 - Epoch: [92][ 700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.567642 +2023-11-25 02:16:36,442 - Epoch: [92][ 800/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.565404 +2023-11-25 02:17:31,255 - Epoch: [92][ 900/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.563481 +2023-11-25 02:18:26,037 - Epoch: [92][ 1000/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.561912 +2023-11-25 02:19:20,980 - Epoch: [92][ 1100/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.560773 +2023-11-25 02:20:15,917 - Epoch: [92][ 1200/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.559821 +2023-11-25 02:21:10,654 - Epoch: [92][ 1300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.558860 +2023-11-25 02:22:05,598 - Epoch: [92][ 1400/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.558185 +2023-11-25 02:23:00,566 - Epoch: [92][ 1500/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.557616 +2023-11-25 02:23:55,529 - Epoch: [92][ 1600/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.557114 +2023-11-25 02:24:50,329 - Epoch: [92][ 1700/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.556577 +2023-11-25 02:25:45,174 - Epoch: [92][ 1800/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.556123 +2023-11-25 02:26:39,970 - Epoch: [92][ 1900/12168] Overall Loss 0.013034 Objective Loss 0.000000 Distill Loss 0.013034 LR 0.000063 Time 0.555692 +2023-11-25 02:27:34,740 - Epoch: [92][ 2000/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.555291 +2023-11-25 02:28:29,602 - Epoch: [92][ 2100/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.554972 +2023-11-25 02:29:24,739 - Epoch: [92][ 2200/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.554806 +2023-11-25 02:30:19,468 - Epoch: [92][ 2300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.554478 +2023-11-25 02:31:14,480 - Epoch: [92][ 2400/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.554295 +2023-11-25 02:32:09,743 - Epoch: [92][ 2500/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.554227 +2023-11-25 02:33:04,601 - Epoch: [92][ 2600/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.554009 +2023-11-25 02:33:59,532 - Epoch: [92][ 2700/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.553833 +2023-11-25 02:34:54,401 - Epoch: [92][ 2800/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.553649 +2023-11-25 02:35:49,262 - Epoch: [92][ 2900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.553474 +2023-11-25 02:36:44,060 - Epoch: [92][ 3000/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.553290 +2023-11-25 02:37:39,014 - Epoch: [92][ 3100/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.553167 +2023-11-25 02:38:33,957 - Epoch: [92][ 3200/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.553050 +2023-11-25 02:39:28,905 - Epoch: [92][ 3300/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.552941 +2023-11-25 02:40:23,868 - Epoch: [92][ 3400/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.552842 +2023-11-25 02:41:19,037 - Epoch: [92][ 3500/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.552808 +2023-11-25 02:42:13,835 - Epoch: [92][ 3600/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.552673 +2023-11-25 02:43:08,571 - Epoch: [92][ 3700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.552529 +2023-11-25 02:44:03,351 - Epoch: [92][ 3800/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.552403 +2023-11-25 02:44:57,980 - Epoch: [92][ 3900/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.552246 +2023-11-25 02:45:52,602 - Epoch: [92][ 4000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.552094 +2023-11-25 02:46:47,329 - Epoch: [92][ 4100/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.551976 +2023-11-25 02:47:42,168 - Epoch: [92][ 4200/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.551890 +2023-11-25 02:48:36,940 - Epoch: [92][ 4300/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.551792 +2023-11-25 02:49:31,630 - Epoch: [92][ 4400/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.551680 +2023-11-25 02:50:26,202 - Epoch: [92][ 4500/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.551547 +2023-11-25 02:51:20,867 - Epoch: [92][ 4600/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.551440 +2023-11-25 02:52:15,703 - Epoch: [92][ 4700/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.551374 +2023-11-25 02:53:10,434 - Epoch: [92][ 4800/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.551288 +2023-11-25 02:54:05,141 - Epoch: [92][ 4900/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.551202 +2023-11-25 02:55:00,027 - Epoch: [92][ 5000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.551154 +2023-11-25 02:55:54,873 - Epoch: [92][ 5100/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.551101 +2023-11-25 02:56:49,663 - Epoch: [92][ 5200/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.551039 +2023-11-25 02:57:44,599 - Epoch: [92][ 5300/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.551006 +2023-11-25 02:58:39,649 - Epoch: [92][ 5400/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.550996 +2023-11-25 02:59:34,561 - Epoch: [92][ 5500/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.550962 +2023-11-25 03:00:29,569 - Epoch: [92][ 5600/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.550945 +2023-11-25 03:01:24,601 - Epoch: [92][ 5700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.550934 +2023-11-25 03:02:19,589 - Epoch: [92][ 5800/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.550915 +2023-11-25 03:03:14,410 - Epoch: [92][ 5900/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.550869 +2023-11-25 03:04:09,203 - Epoch: [92][ 6000/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.550819 +2023-11-25 03:05:04,116 - Epoch: [92][ 6100/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.550791 +2023-11-25 03:05:59,025 - Epoch: [92][ 6200/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.550763 +2023-11-25 03:06:53,986 - Epoch: [92][ 6300/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.550744 +2023-11-25 03:07:48,977 - Epoch: [92][ 6400/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550731 +2023-11-25 03:08:43,977 - Epoch: [92][ 6500/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550719 +2023-11-25 03:09:38,873 - Epoch: [92][ 6600/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550692 +2023-11-25 03:10:33,861 - Epoch: [92][ 6700/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550679 +2023-11-25 03:11:28,790 - Epoch: [92][ 6800/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550658 +2023-11-25 03:12:23,720 - Epoch: [92][ 6900/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550638 +2023-11-25 03:13:18,663 - Epoch: [92][ 7000/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550620 +2023-11-25 03:14:13,556 - Epoch: [92][ 7100/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550596 +2023-11-25 03:15:08,336 - Epoch: [92][ 7200/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550557 +2023-11-25 03:16:03,102 - Epoch: [92][ 7300/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550517 +2023-11-25 03:16:57,820 - Epoch: [92][ 7400/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550471 +2023-11-25 03:17:52,588 - Epoch: [92][ 7500/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550433 +2023-11-25 03:18:47,315 - Epoch: [92][ 7600/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.550392 +2023-11-25 03:19:42,087 - Epoch: [92][ 7700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.550356 +2023-11-25 03:20:36,792 - Epoch: [92][ 7800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.550314 +2023-11-25 03:21:31,450 - Epoch: [92][ 7900/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550266 +2023-11-25 03:22:26,229 - Epoch: [92][ 8000/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.550235 +2023-11-25 03:23:20,923 - Epoch: [92][ 8100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.550193 +2023-11-25 03:24:15,727 - Epoch: [92][ 8200/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550167 +2023-11-25 03:25:10,468 - Epoch: [92][ 8300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550133 +2023-11-25 03:26:05,144 - Epoch: [92][ 8400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550093 +2023-11-25 03:26:59,903 - Epoch: [92][ 8500/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550063 +2023-11-25 03:27:54,616 - Epoch: [92][ 8600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550028 +2023-11-25 03:28:49,382 - Epoch: [92][ 8700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550001 +2023-11-25 03:29:44,119 - Epoch: [92][ 8800/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549971 +2023-11-25 03:30:38,949 - Epoch: [92][ 8900/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549951 +2023-11-25 03:31:33,596 - Epoch: [92][ 9000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549912 +2023-11-25 03:32:28,325 - Epoch: [92][ 9100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549883 +2023-11-25 03:33:22,979 - Epoch: [92][ 9200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549847 +2023-11-25 03:34:17,701 - Epoch: [92][ 9300/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549818 +2023-11-25 03:35:12,538 - Epoch: [92][ 9400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549802 +2023-11-25 03:36:07,206 - Epoch: [92][ 9500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549769 +2023-11-25 03:37:01,881 - Epoch: [92][ 9600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549737 +2023-11-25 03:37:56,562 - Epoch: [92][ 9700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549707 +2023-11-25 03:38:51,324 - Epoch: [92][ 9800/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549685 +2023-11-25 03:39:46,046 - Epoch: [92][ 9900/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549660 +2023-11-25 03:40:40,645 - Epoch: [92][10000/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549623 +2023-11-25 03:41:35,501 - Epoch: [92][10100/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549612 +2023-11-25 03:42:30,211 - Epoch: [92][10200/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549587 +2023-11-25 03:43:24,921 - Epoch: [92][10300/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549563 +2023-11-25 03:44:19,632 - Epoch: [92][10400/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549539 +2023-11-25 03:45:14,325 - Epoch: [92][10500/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549514 +2023-11-25 03:46:09,006 - Epoch: [92][10600/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549488 +2023-11-25 03:47:03,656 - Epoch: [92][10700/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549460 +2023-11-25 03:47:58,445 - Epoch: [92][10800/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.549445 +2023-11-25 03:48:53,169 - Epoch: [92][10900/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549424 +2023-11-25 03:49:47,887 - Epoch: [92][11000/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549404 +2023-11-25 03:50:42,774 - Epoch: [92][11100/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.549399 +2023-11-25 03:51:37,502 - Epoch: [92][11200/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.549379 +2023-11-25 03:52:32,247 - Epoch: [92][11300/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.549362 +2023-11-25 03:53:26,943 - Epoch: [92][11400/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.549341 +2023-11-25 03:54:21,592 - Epoch: [92][11500/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.549316 +2023-11-25 03:55:16,300 - Epoch: [92][11600/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549296 +2023-11-25 03:56:11,118 - Epoch: [92][11700/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549286 +2023-11-25 03:57:05,782 - Epoch: [92][11800/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549264 +2023-11-25 03:58:00,577 - Epoch: [92][11900/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549252 +2023-11-25 03:58:55,395 - Epoch: [92][12000/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.549243 +2023-11-25 03:59:50,116 - Epoch: [92][12100/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549226 +2023-11-25 04:00:27,079 - Epoch: [92][12168/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549194 +2023-11-25 04:00:27,475 - --- validate (epoch=92)----------- +2023-11-25 04:00:27,476 - 167951 samples (256 per mini-batch) +2023-11-25 04:01:18,189 - Epoch: [92][ 100/ 657] Loss 0.000000 Overall Loss 0.013655 +2023-11-25 04:02:06,967 - Epoch: [92][ 200/ 657] Loss 0.000000 Overall Loss 0.013659 +2023-11-25 04:02:55,684 - Epoch: [92][ 300/ 657] Loss 0.000000 Overall Loss 0.013663 +2023-11-25 04:03:44,401 - Epoch: [92][ 400/ 657] Loss 0.000000 Overall Loss 0.013661 +2023-11-25 04:04:33,134 - Epoch: [92][ 500/ 657] Loss 0.000000 Overall Loss 0.013657 +2023-11-25 04:05:21,809 - Epoch: [92][ 600/ 657] Loss 0.000000 Overall Loss 0.013654 +2023-11-25 04:05:49,132 - Epoch: [92][ 657/ 657] Loss 0.000000 Overall Loss 0.013660 +2023-11-25 04:05:49,357 - ==> Overall Loss: 0.014 + +2023-11-25 04:05:49,360 - ==> Best [Overall Loss: 0.013638 on epoch: 84] +2023-11-25 04:05:49,361 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 04:05:49,382 - + +2023-11-25 04:05:49,382 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 04:06:54,920 - Epoch: [93][ 100/12168] Overall Loss 0.012941 Objective Loss 0.000000 Distill Loss 0.012941 LR 0.000063 Time 0.655336 +2023-11-25 04:07:49,580 - Epoch: [93][ 200/12168] Overall Loss 0.012964 Objective Loss 0.000000 Distill Loss 0.012964 LR 0.000063 Time 0.600954 +2023-11-25 04:08:44,149 - Epoch: [93][ 300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.582522 +2023-11-25 04:09:38,747 - Epoch: [93][ 400/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.573380 +2023-11-25 04:10:33,477 - Epoch: [93][ 500/12168] Overall Loss 0.013003 Objective Loss 0.000000 Distill Loss 0.013003 LR 0.000063 Time 0.568157 +2023-11-25 04:11:28,023 - Epoch: [93][ 600/12168] Overall Loss 0.013006 Objective Loss 0.000000 Distill Loss 0.013006 LR 0.000063 Time 0.564370 +2023-11-25 04:12:22,678 - Epoch: [93][ 700/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.561819 +2023-11-25 04:13:17,310 - Epoch: [93][ 800/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.559878 +2023-11-25 04:14:11,987 - Epoch: [93][ 900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.558419 +2023-11-25 04:15:06,627 - Epoch: [93][ 1000/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.557213 +2023-11-25 04:16:01,279 - Epoch: [93][ 1100/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.556239 +2023-11-25 04:16:55,874 - Epoch: [93][ 1200/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.555379 +2023-11-25 04:17:50,540 - Epoch: [93][ 1300/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.554706 +2023-11-25 04:18:45,203 - Epoch: [93][ 1400/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.554126 +2023-11-25 04:19:39,834 - Epoch: [93][ 1500/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.553603 +2023-11-25 04:20:34,463 - Epoch: [93][ 1600/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.553144 +2023-11-25 04:21:29,286 - Epoch: [93][ 1700/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.552853 +2023-11-25 04:22:23,898 - Epoch: [93][ 1800/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.552478 +2023-11-25 04:23:18,504 - Epoch: [93][ 1900/12168] Overall Loss 0.013037 Objective Loss 0.000000 Distill Loss 0.013037 LR 0.000063 Time 0.552138 +2023-11-25 04:24:13,129 - Epoch: [93][ 2000/12168] Overall Loss 0.013039 Objective Loss 0.000000 Distill Loss 0.013039 LR 0.000063 Time 0.551842 +2023-11-25 04:25:07,692 - Epoch: [93][ 2100/12168] Overall Loss 0.013040 Objective Loss 0.000000 Distill Loss 0.013040 LR 0.000063 Time 0.551545 +2023-11-25 04:26:02,313 - Epoch: [93][ 2200/12168] Overall Loss 0.013038 Objective Loss 0.000000 Distill Loss 0.013038 LR 0.000063 Time 0.551301 +2023-11-25 04:26:56,881 - Epoch: [93][ 2300/12168] Overall Loss 0.013036 Objective Loss 0.000000 Distill Loss 0.013036 LR 0.000063 Time 0.551055 +2023-11-25 04:27:51,433 - Epoch: [93][ 2400/12168] Overall Loss 0.013035 Objective Loss 0.000000 Distill Loss 0.013035 LR 0.000063 Time 0.550824 +2023-11-25 04:28:45,960 - Epoch: [93][ 2500/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.550600 +2023-11-25 04:29:40,605 - Epoch: [93][ 2600/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.550440 +2023-11-25 04:30:35,187 - Epoch: [93][ 2700/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.550267 +2023-11-25 04:31:29,861 - Epoch: [93][ 2800/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.550140 +2023-11-25 04:32:24,478 - Epoch: [93][ 2900/12168] Overall Loss 0.013033 Objective Loss 0.000000 Distill Loss 0.013033 LR 0.000063 Time 0.550002 +2023-11-25 04:33:19,154 - Epoch: [93][ 3000/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.549893 +2023-11-25 04:34:13,711 - Epoch: [93][ 3100/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549752 +2023-11-25 04:35:08,336 - Epoch: [93][ 3200/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549642 +2023-11-25 04:36:02,952 - Epoch: [93][ 3300/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549536 +2023-11-25 04:36:57,579 - Epoch: [93][ 3400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549439 +2023-11-25 04:37:52,158 - Epoch: [93][ 3500/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549334 +2023-11-25 04:38:46,779 - Epoch: [93][ 3600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.549246 +2023-11-25 04:39:41,424 - Epoch: [93][ 3700/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.549170 +2023-11-25 04:40:35,953 - Epoch: [93][ 3800/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.549067 +2023-11-25 04:41:30,596 - Epoch: [93][ 3900/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548998 +2023-11-25 04:42:25,176 - Epoch: [93][ 4000/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548918 +2023-11-25 04:43:19,777 - Epoch: [93][ 4100/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.548846 +2023-11-25 04:44:14,502 - Epoch: [93][ 4200/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548807 +2023-11-25 04:45:09,227 - Epoch: [93][ 4300/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548770 +2023-11-25 04:46:03,963 - Epoch: [93][ 4400/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548738 +2023-11-25 04:46:58,628 - Epoch: [93][ 4500/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.548691 +2023-11-25 04:47:53,316 - Epoch: [93][ 4600/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.548650 +2023-11-25 04:48:48,060 - Epoch: [93][ 4700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548624 +2023-11-25 04:49:42,611 - Epoch: [93][ 4800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548559 +2023-11-25 04:50:37,244 - Epoch: [93][ 4900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548513 +2023-11-25 04:51:31,915 - Epoch: [93][ 5000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548476 +2023-11-25 04:52:26,612 - Epoch: [93][ 5100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548446 +2023-11-25 04:53:21,345 - Epoch: [93][ 5200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548424 +2023-11-25 04:54:15,947 - Epoch: [93][ 5300/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548378 +2023-11-25 04:55:10,681 - Epoch: [93][ 5400/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548358 +2023-11-25 04:56:05,476 - Epoch: [93][ 5500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548350 +2023-11-25 04:57:00,168 - Epoch: [93][ 5600/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548324 +2023-11-25 04:57:54,768 - Epoch: [93][ 5700/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548283 +2023-11-25 04:58:49,440 - Epoch: [93][ 5800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548255 +2023-11-25 04:59:44,198 - Epoch: [93][ 5900/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548243 +2023-11-25 05:00:38,980 - Epoch: [93][ 6000/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548236 +2023-11-25 05:01:33,713 - Epoch: [93][ 6100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548220 +2023-11-25 05:02:28,512 - Epoch: [93][ 6200/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548216 +2023-11-25 05:03:23,362 - Epoch: [93][ 6300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548220 +2023-11-25 05:04:17,967 - Epoch: [93][ 6400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548186 +2023-11-25 05:05:12,743 - Epoch: [93][ 6500/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548178 +2023-11-25 05:06:07,570 - Epoch: [93][ 6600/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548179 +2023-11-25 05:07:02,369 - Epoch: [93][ 6700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548176 +2023-11-25 05:07:57,004 - Epoch: [93][ 6800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548149 +2023-11-25 05:08:51,720 - Epoch: [93][ 6900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548134 +2023-11-25 05:09:46,488 - Epoch: [93][ 7000/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548127 +2023-11-25 05:10:41,180 - Epoch: [93][ 7100/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.548110 +2023-11-25 05:11:35,956 - Epoch: [93][ 7200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.548104 +2023-11-25 05:12:30,780 - Epoch: [93][ 7300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548106 +2023-11-25 05:13:25,456 - Epoch: [93][ 7400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548087 +2023-11-25 05:14:20,116 - Epoch: [93][ 7500/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548067 +2023-11-25 05:15:14,759 - Epoch: [93][ 7600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548045 +2023-11-25 05:16:09,446 - Epoch: [93][ 7700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548029 +2023-11-25 05:17:04,289 - Epoch: [93][ 7800/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.548034 +2023-11-25 05:17:58,928 - Epoch: [93][ 7900/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.548013 +2023-11-25 05:18:53,749 - Epoch: [93][ 8000/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548015 +2023-11-25 05:19:48,492 - Epoch: [93][ 8100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.548007 +2023-11-25 05:20:43,159 - Epoch: [93][ 8200/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547991 +2023-11-25 05:21:37,795 - Epoch: [93][ 8300/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547971 +2023-11-25 05:22:32,477 - Epoch: [93][ 8400/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547957 +2023-11-25 05:23:27,094 - Epoch: [93][ 8500/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547935 +2023-11-25 05:24:21,810 - Epoch: [93][ 8600/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547926 +2023-11-25 05:25:16,580 - Epoch: [93][ 8700/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547923 +2023-11-25 05:26:11,271 - Epoch: [93][ 8800/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547911 +2023-11-25 05:27:05,894 - Epoch: [93][ 8900/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547892 +2023-11-25 05:28:00,577 - Epoch: [93][ 9000/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547880 +2023-11-25 05:28:55,207 - Epoch: [93][ 9100/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547862 +2023-11-25 05:29:49,941 - Epoch: [93][ 9200/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547856 +2023-11-25 05:30:44,606 - Epoch: [93][ 9300/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547843 +2023-11-25 05:31:39,206 - Epoch: [93][ 9400/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547823 +2023-11-25 05:32:33,865 - Epoch: [93][ 9500/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547809 +2023-11-25 05:33:28,547 - Epoch: [93][ 9600/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547799 +2023-11-25 05:34:23,215 - Epoch: [93][ 9700/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547787 +2023-11-25 05:35:17,900 - Epoch: [93][ 9800/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547777 +2023-11-25 05:36:12,526 - Epoch: [93][ 9900/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547761 +2023-11-25 05:37:07,145 - Epoch: [93][10000/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547745 +2023-11-25 05:38:01,799 - Epoch: [93][10100/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547733 +2023-11-25 05:38:56,457 - Epoch: [93][10200/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547721 +2023-11-25 05:39:51,136 - Epoch: [93][10300/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547712 +2023-11-25 05:40:45,930 - Epoch: [93][10400/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547714 +2023-11-25 05:41:40,589 - Epoch: [93][10500/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547703 +2023-11-25 05:42:35,313 - Epoch: [93][10600/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547698 +2023-11-25 05:43:29,986 - Epoch: [93][10700/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547689 +2023-11-25 05:44:24,717 - Epoch: [93][10800/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547685 +2023-11-25 05:45:19,398 - Epoch: [93][10900/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547677 +2023-11-25 05:46:14,046 - Epoch: [93][11000/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547666 +2023-11-25 05:47:08,774 - Epoch: [93][11100/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547662 +2023-11-25 05:48:03,359 - Epoch: [93][11200/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547645 +2023-11-25 05:48:58,079 - Epoch: [93][11300/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547641 +2023-11-25 05:49:52,841 - Epoch: [93][11400/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547641 +2023-11-25 05:50:47,491 - Epoch: [93][11500/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547631 +2023-11-25 05:51:42,150 - Epoch: [93][11600/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547621 +2023-11-25 05:52:36,955 - Epoch: [93][11700/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547625 +2023-11-25 05:53:31,571 - Epoch: [93][11800/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547612 +2023-11-25 05:54:26,196 - Epoch: [93][11900/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547600 +2023-11-25 05:55:20,819 - Epoch: [93][12000/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547589 +2023-11-25 05:56:15,586 - Epoch: [93][12100/12168] Overall Loss 0.013031 Objective Loss 0.000000 Distill Loss 0.013031 LR 0.000063 Time 0.547589 +2023-11-25 05:56:52,556 - Epoch: [93][12168/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.547567 +2023-11-25 05:56:52,937 - --- validate (epoch=93)----------- +2023-11-25 05:56:52,937 - 167951 samples (256 per mini-batch) +2023-11-25 05:57:43,466 - Epoch: [93][ 100/ 657] Loss 0.000000 Overall Loss 0.013647 +2023-11-25 05:58:32,188 - Epoch: [93][ 200/ 657] Loss 0.000000 Overall Loss 0.013650 +2023-11-25 05:59:20,868 - Epoch: [93][ 300/ 657] Loss 0.000000 Overall Loss 0.013637 +2023-11-25 06:00:09,511 - Epoch: [93][ 400/ 657] Loss 0.000000 Overall Loss 0.013634 +2023-11-25 06:00:58,166 - Epoch: [93][ 500/ 657] Loss 0.000000 Overall Loss 0.013629 +2023-11-25 06:01:46,806 - Epoch: [93][ 600/ 657] Loss 0.000000 Overall Loss 0.013626 +2023-11-25 06:02:14,091 - Epoch: [93][ 657/ 657] Loss 0.000000 Overall Loss 0.013630 +2023-11-25 06:02:14,318 - ==> Overall Loss: 0.014 + +2023-11-25 06:02:14,320 - ==> Best [Overall Loss: 0.013630 on epoch: 93] +2023-11-25 06:02:14,320 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 06:02:14,348 - + +2023-11-25 06:02:14,348 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 06:03:18,620 - Epoch: [94][ 100/12168] Overall Loss 0.012989 Objective Loss 0.000000 Distill Loss 0.012989 LR 0.000063 Time 0.642675 +2023-11-25 06:04:13,341 - Epoch: [94][ 200/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.594926 +2023-11-25 06:05:07,959 - Epoch: [94][ 300/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.578669 +2023-11-25 06:06:02,610 - Epoch: [94][ 400/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.570622 +2023-11-25 06:06:57,297 - Epoch: [94][ 500/12168] Overall Loss 0.012997 Objective Loss 0.000000 Distill Loss 0.012997 LR 0.000063 Time 0.565864 +2023-11-25 06:07:51,939 - Epoch: [94][ 600/12168] Overall Loss 0.013001 Objective Loss 0.000000 Distill Loss 0.013001 LR 0.000063 Time 0.562618 +2023-11-25 06:08:46,461 - Epoch: [94][ 700/12168] Overall Loss 0.013006 Objective Loss 0.000000 Distill Loss 0.013006 LR 0.000063 Time 0.560128 +2023-11-25 06:09:41,041 - Epoch: [94][ 800/12168] Overall Loss 0.013006 Objective Loss 0.000000 Distill Loss 0.013006 LR 0.000063 Time 0.558334 +2023-11-25 06:10:35,668 - Epoch: [94][ 900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.556990 +2023-11-25 06:11:30,513 - Epoch: [94][ 1000/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.556133 +2023-11-25 06:12:25,180 - Epoch: [94][ 1100/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.555269 +2023-11-25 06:13:19,932 - Epoch: [94][ 1200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.554621 +2023-11-25 06:14:14,481 - Epoch: [94][ 1300/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.553917 +2023-11-25 06:15:09,139 - Epoch: [94][ 1400/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.553390 +2023-11-25 06:16:03,893 - Epoch: [94][ 1500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.552997 +2023-11-25 06:16:58,372 - Epoch: [94][ 1600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.552483 +2023-11-25 06:17:52,991 - Epoch: [94][ 1700/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.552111 +2023-11-25 06:18:47,525 - Epoch: [94][ 1800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.551733 +2023-11-25 06:19:42,133 - Epoch: [94][ 1900/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.551434 +2023-11-25 06:20:36,729 - Epoch: [94][ 2000/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.551159 +2023-11-25 06:21:31,262 - Epoch: [94][ 2100/12168] Overall Loss 0.013032 Objective Loss 0.000000 Distill Loss 0.013032 LR 0.000063 Time 0.550880 +2023-11-25 06:22:25,788 - Epoch: [94][ 2200/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.550623 +2023-11-25 06:23:20,376 - Epoch: [94][ 2300/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.550416 +2023-11-25 06:24:14,999 - Epoch: [94][ 2400/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.550240 +2023-11-25 06:25:09,522 - Epoch: [94][ 2500/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.550038 +2023-11-25 06:26:04,282 - Epoch: [94][ 2600/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549943 +2023-11-25 06:26:58,912 - Epoch: [94][ 2700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.549807 +2023-11-25 06:27:53,485 - Epoch: [94][ 2800/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.549660 +2023-11-25 06:28:48,056 - Epoch: [94][ 2900/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.549523 +2023-11-25 06:29:42,706 - Epoch: [94][ 3000/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.549422 +2023-11-25 06:30:37,418 - Epoch: [94][ 3100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.549346 +2023-11-25 06:31:32,059 - Epoch: [94][ 3200/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.549253 +2023-11-25 06:32:26,597 - Epoch: [94][ 3300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.549135 +2023-11-25 06:33:21,269 - Epoch: [94][ 3400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.549063 +2023-11-25 06:34:15,889 - Epoch: [94][ 3500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548980 +2023-11-25 06:35:10,533 - Epoch: [94][ 3600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548909 +2023-11-25 06:36:05,118 - Epoch: [94][ 3700/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548825 +2023-11-25 06:36:59,739 - Epoch: [94][ 3800/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.548756 +2023-11-25 06:37:54,284 - Epoch: [94][ 3900/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.548670 +2023-11-25 06:38:48,798 - Epoch: [94][ 4000/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548581 +2023-11-25 06:39:43,435 - Epoch: [94][ 4100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548527 +2023-11-25 06:40:38,115 - Epoch: [94][ 4200/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.548485 +2023-11-25 06:41:32,803 - Epoch: [94][ 4300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548447 +2023-11-25 06:42:27,421 - Epoch: [94][ 4400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548394 +2023-11-25 06:43:22,076 - Epoch: [94][ 4500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548353 +2023-11-25 06:44:16,667 - Epoch: [94][ 4600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548299 +2023-11-25 06:45:11,236 - Epoch: [94][ 4700/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548243 +2023-11-25 06:46:05,811 - Epoch: [94][ 4800/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548190 +2023-11-25 06:47:00,459 - Epoch: [94][ 4900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548155 +2023-11-25 06:47:55,115 - Epoch: [94][ 5000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.548122 +2023-11-25 06:48:49,644 - Epoch: [94][ 5100/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.548066 +2023-11-25 06:49:44,189 - Epoch: [94][ 5200/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.548015 +2023-11-25 06:50:38,820 - Epoch: [94][ 5300/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547983 +2023-11-25 06:51:33,396 - Epoch: [94][ 5400/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547941 +2023-11-25 06:52:27,960 - Epoch: [94][ 5500/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547899 +2023-11-25 06:53:22,608 - Epoch: [94][ 5600/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547873 +2023-11-25 06:54:17,187 - Epoch: [94][ 5700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547836 +2023-11-25 06:55:11,759 - Epoch: [94][ 5800/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547799 +2023-11-25 06:56:06,391 - Epoch: [94][ 5900/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547773 +2023-11-25 06:57:01,117 - Epoch: [94][ 6000/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547764 +2023-11-25 06:57:55,760 - Epoch: [94][ 6100/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547741 +2023-11-25 06:58:50,342 - Epoch: [94][ 6200/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547710 +2023-11-25 06:59:45,001 - Epoch: [94][ 6300/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547692 +2023-11-25 07:00:39,687 - Epoch: [94][ 6400/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547678 +2023-11-25 07:01:34,432 - Epoch: [94][ 6500/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547674 +2023-11-25 07:02:29,081 - Epoch: [94][ 6600/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547656 +2023-11-25 07:03:23,754 - Epoch: [94][ 6700/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547642 +2023-11-25 07:04:18,340 - Epoch: [94][ 6800/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547615 +2023-11-25 07:05:12,936 - Epoch: [94][ 6900/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547590 +2023-11-25 07:06:07,673 - Epoch: [94][ 7000/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547587 +2023-11-25 07:07:02,308 - Epoch: [94][ 7100/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547569 +2023-11-25 07:07:56,951 - Epoch: [94][ 7200/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547553 +2023-11-25 07:08:51,525 - Epoch: [94][ 7300/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547528 +2023-11-25 07:09:46,169 - Epoch: [94][ 7400/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547512 +2023-11-25 07:10:40,704 - Epoch: [94][ 7500/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547483 +2023-11-25 07:11:35,198 - Epoch: [94][ 7600/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547449 +2023-11-25 07:12:29,997 - Epoch: [94][ 7700/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547456 +2023-11-25 07:13:24,744 - Epoch: [94][ 7800/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547456 +2023-11-25 07:14:19,453 - Epoch: [94][ 7900/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547451 +2023-11-25 07:15:14,118 - Epoch: [94][ 8000/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547440 +2023-11-25 07:16:08,771 - Epoch: [94][ 8100/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547429 +2023-11-25 07:17:03,411 - Epoch: [94][ 8200/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547416 +2023-11-25 07:17:58,074 - Epoch: [94][ 8300/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547406 +2023-11-25 07:18:52,715 - Epoch: [94][ 8400/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547394 +2023-11-25 07:19:47,445 - Epoch: [94][ 8500/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547392 +2023-11-25 07:20:42,083 - Epoch: [94][ 8600/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547380 +2023-11-25 07:21:36,707 - Epoch: [94][ 8700/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547367 +2023-11-25 07:22:31,507 - Epoch: [94][ 8800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547374 +2023-11-25 07:23:26,170 - Epoch: [94][ 8900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547365 +2023-11-25 07:24:20,853 - Epoch: [94][ 9000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547359 +2023-11-25 07:25:15,481 - Epoch: [94][ 9100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547346 +2023-11-25 07:26:10,064 - Epoch: [94][ 9200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547330 +2023-11-25 07:27:04,624 - Epoch: [94][ 9300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547311 +2023-11-25 07:27:59,239 - Epoch: [94][ 9400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547298 +2023-11-25 07:28:53,943 - Epoch: [94][ 9500/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547295 +2023-11-25 07:29:48,579 - Epoch: [94][ 9600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547285 +2023-11-25 07:30:43,253 - Epoch: [94][ 9700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547279 +2023-11-25 07:31:37,980 - Epoch: [94][ 9800/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547279 +2023-11-25 07:32:32,648 - Epoch: [94][ 9900/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547272 +2023-11-25 07:33:27,377 - Epoch: [94][10000/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547272 +2023-11-25 07:34:22,045 - Epoch: [94][10100/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547266 +2023-11-25 07:35:16,792 - Epoch: [94][10200/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547268 +2023-11-25 07:36:11,536 - Epoch: [94][10300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547269 +2023-11-25 07:37:06,395 - Epoch: [94][10400/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547281 +2023-11-25 07:38:01,026 - Epoch: [94][10500/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547272 +2023-11-25 07:38:55,743 - Epoch: [94][10600/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547271 +2023-11-25 07:39:50,392 - Epoch: [94][10700/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547263 +2023-11-25 07:40:44,978 - Epoch: [94][10800/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547250 +2023-11-25 07:41:39,693 - Epoch: [94][10900/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547249 +2023-11-25 07:42:34,453 - Epoch: [94][11000/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547251 +2023-11-25 07:43:29,121 - Epoch: [94][11100/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547246 +2023-11-25 07:44:23,836 - Epoch: [94][11200/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547245 +2023-11-25 07:45:18,583 - Epoch: [94][11300/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547247 +2023-11-25 07:46:13,265 - Epoch: [94][11400/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547243 +2023-11-25 07:47:07,999 - Epoch: [94][11500/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547243 +2023-11-25 07:48:02,729 - Epoch: [94][11600/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547243 +2023-11-25 07:48:57,460 - Epoch: [94][11700/12168] Overall Loss 0.013028 Objective Loss 0.000000 Distill Loss 0.013028 LR 0.000063 Time 0.547244 +2023-11-25 07:49:52,251 - Epoch: [94][11800/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547249 +2023-11-25 07:50:46,986 - Epoch: [94][11900/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547250 +2023-11-25 07:51:41,692 - Epoch: [94][12000/12168] Overall Loss 0.013029 Objective Loss 0.000000 Distill Loss 0.013029 LR 0.000063 Time 0.547248 +2023-11-25 07:52:36,355 - Epoch: [94][12100/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547242 +2023-11-25 07:53:13,358 - Epoch: [94][12168/12168] Overall Loss 0.013030 Objective Loss 0.000000 Distill Loss 0.013030 LR 0.000063 Time 0.547225 +2023-11-25 07:53:13,742 - --- validate (epoch=94)----------- +2023-11-25 07:53:13,742 - 167951 samples (256 per mini-batch) +2023-11-25 07:54:04,384 - Epoch: [94][ 100/ 657] Loss 0.000000 Overall Loss 0.013757 +2023-11-25 07:54:53,053 - Epoch: [94][ 200/ 657] Loss 0.000000 Overall Loss 0.013755 +2023-11-25 07:55:41,704 - Epoch: [94][ 300/ 657] Loss 0.000000 Overall Loss 0.013773 +2023-11-25 07:56:30,353 - Epoch: [94][ 400/ 657] Loss 0.000000 Overall Loss 0.013779 +2023-11-25 07:57:19,016 - Epoch: [94][ 500/ 657] Loss 0.000000 Overall Loss 0.013780 +2023-11-25 07:58:07,661 - Epoch: [94][ 600/ 657] Loss 0.000000 Overall Loss 0.013780 +2023-11-25 07:58:34,937 - Epoch: [94][ 657/ 657] Loss 0.000000 Overall Loss 0.013779 +2023-11-25 07:58:35,154 - ==> Overall Loss: 0.014 + +2023-11-25 07:58:35,157 - ==> Best [Overall Loss: 0.013630 on epoch: 93] +2023-11-25 07:58:35,157 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 07:58:35,178 - + +2023-11-25 07:58:35,178 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 07:59:39,329 - Epoch: [95][ 100/12168] Overall Loss 0.013004 Objective Loss 0.000000 Distill Loss 0.013004 LR 0.000063 Time 0.641473 +2023-11-25 08:00:33,997 - Epoch: [95][ 200/12168] Overall Loss 0.012987 Objective Loss 0.000000 Distill Loss 0.012987 LR 0.000063 Time 0.594060 +2023-11-25 08:01:28,602 - Epoch: [95][ 300/12168] Overall Loss 0.012984 Objective Loss 0.000000 Distill Loss 0.012984 LR 0.000063 Time 0.578045 +2023-11-25 08:02:23,297 - Epoch: [95][ 400/12168] Overall Loss 0.012995 Objective Loss 0.000000 Distill Loss 0.012995 LR 0.000063 Time 0.570264 +2023-11-25 08:03:17,910 - Epoch: [95][ 500/12168] Overall Loss 0.012988 Objective Loss 0.000000 Distill Loss 0.012988 LR 0.000063 Time 0.565430 +2023-11-25 08:04:12,465 - Epoch: [95][ 600/12168] Overall Loss 0.012978 Objective Loss 0.000000 Distill Loss 0.012978 LR 0.000063 Time 0.562113 +2023-11-25 08:05:07,038 - Epoch: [95][ 700/12168] Overall Loss 0.012985 Objective Loss 0.000000 Distill Loss 0.012985 LR 0.000063 Time 0.559768 +2023-11-25 08:06:01,700 - Epoch: [95][ 800/12168] Overall Loss 0.012988 Objective Loss 0.000000 Distill Loss 0.012988 LR 0.000063 Time 0.558120 +2023-11-25 08:06:56,244 - Epoch: [95][ 900/12168] Overall Loss 0.013001 Objective Loss 0.000000 Distill Loss 0.013001 LR 0.000063 Time 0.556709 +2023-11-25 08:07:50,850 - Epoch: [95][ 1000/12168] Overall Loss 0.013005 Objective Loss 0.000000 Distill Loss 0.013005 LR 0.000063 Time 0.555640 +2023-11-25 08:08:45,405 - Epoch: [95][ 1100/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.554720 +2023-11-25 08:09:39,992 - Epoch: [95][ 1200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.553981 +2023-11-25 08:10:34,691 - Epoch: [95][ 1300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.553441 +2023-11-25 08:11:29,409 - Epoch: [95][ 1400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.552990 +2023-11-25 08:12:24,097 - Epoch: [95][ 1500/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.552581 +2023-11-25 08:13:18,686 - Epoch: [95][ 1600/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.552161 +2023-11-25 08:14:13,309 - Epoch: [95][ 1700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.551810 +2023-11-25 08:15:07,832 - Epoch: [95][ 1800/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.551443 +2023-11-25 08:16:02,442 - Epoch: [95][ 1900/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.551160 +2023-11-25 08:16:57,091 - Epoch: [95][ 2000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.550925 +2023-11-25 08:17:51,726 - Epoch: [95][ 2100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550706 +2023-11-25 08:18:46,326 - Epoch: [95][ 2200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.550491 +2023-11-25 08:19:40,958 - Epoch: [95][ 2300/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550308 +2023-11-25 08:20:35,586 - Epoch: [95][ 2400/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.550139 +2023-11-25 08:21:30,244 - Epoch: [95][ 2500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.549995 +2023-11-25 08:22:24,860 - Epoch: [95][ 2600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.549846 +2023-11-25 08:23:19,520 - Epoch: [95][ 2700/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.549725 +2023-11-25 08:24:14,158 - Epoch: [95][ 2800/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.549604 +2023-11-25 08:25:08,832 - Epoch: [95][ 2900/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.549504 +2023-11-25 08:26:03,340 - Epoch: [95][ 3000/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.549356 +2023-11-25 08:26:57,963 - Epoch: [95][ 3100/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.549254 +2023-11-25 08:27:52,607 - Epoch: [95][ 3200/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.549165 +2023-11-25 08:28:47,213 - Epoch: [95][ 3300/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.549070 +2023-11-25 08:29:41,814 - Epoch: [95][ 3400/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548979 +2023-11-25 08:30:36,480 - Epoch: [95][ 3500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548912 +2023-11-25 08:31:31,042 - Epoch: [95][ 3600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548820 +2023-11-25 08:32:25,646 - Epoch: [95][ 3700/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548744 +2023-11-25 08:33:20,278 - Epoch: [95][ 3800/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.548680 +2023-11-25 08:34:14,808 - Epoch: [95][ 3900/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.548592 +2023-11-25 08:35:09,421 - Epoch: [95][ 4000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548530 +2023-11-25 08:36:04,063 - Epoch: [95][ 4100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548477 +2023-11-25 08:36:58,620 - Epoch: [95][ 4200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548407 +2023-11-25 08:37:53,289 - Epoch: [95][ 4300/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548367 +2023-11-25 08:38:47,940 - Epoch: [95][ 4400/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548324 +2023-11-25 08:39:42,470 - Epoch: [95][ 4500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548256 +2023-11-25 08:40:37,066 - Epoch: [95][ 4600/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548206 +2023-11-25 08:41:31,653 - Epoch: [95][ 4700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548155 +2023-11-25 08:42:26,218 - Epoch: [95][ 4800/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548102 +2023-11-25 08:43:20,888 - Epoch: [95][ 4900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548073 +2023-11-25 08:44:15,499 - Epoch: [95][ 5000/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548033 +2023-11-25 08:45:10,204 - Epoch: [95][ 5100/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548013 +2023-11-25 08:46:04,889 - Epoch: [95][ 5200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547990 +2023-11-25 08:46:59,492 - Epoch: [95][ 5300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547953 +2023-11-25 08:47:54,216 - Epoch: [95][ 5400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547939 +2023-11-25 08:48:48,714 - Epoch: [95][ 5500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547885 +2023-11-25 08:49:43,342 - Epoch: [95][ 5600/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547855 +2023-11-25 08:50:37,966 - Epoch: [95][ 5700/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547827 +2023-11-25 08:51:32,619 - Epoch: [95][ 5800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547804 +2023-11-25 08:52:27,273 - Epoch: [95][ 5900/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547782 +2023-11-25 08:53:21,871 - Epoch: [95][ 6000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547751 +2023-11-25 08:54:16,537 - Epoch: [95][ 6100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547733 +2023-11-25 08:55:11,103 - Epoch: [95][ 6200/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547699 +2023-11-25 08:56:05,786 - Epoch: [95][ 6300/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547685 +2023-11-25 08:57:00,412 - Epoch: [95][ 6400/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547662 +2023-11-25 08:57:55,141 - Epoch: [95][ 6500/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547656 +2023-11-25 08:58:49,897 - Epoch: [95][ 6600/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547654 +2023-11-25 08:59:44,597 - Epoch: [95][ 6700/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547643 +2023-11-25 09:00:39,295 - Epoch: [95][ 6800/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547633 +2023-11-25 09:01:34,011 - Epoch: [95][ 6900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547626 +2023-11-25 09:02:28,754 - Epoch: [95][ 7000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547623 +2023-11-25 09:03:23,395 - Epoch: [95][ 7100/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547605 +2023-11-25 09:04:18,012 - Epoch: [95][ 7200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547585 +2023-11-25 09:05:12,602 - Epoch: [95][ 7300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547561 +2023-11-25 09:06:07,280 - Epoch: [95][ 7400/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547550 +2023-11-25 09:07:01,922 - Epoch: [95][ 7500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547535 +2023-11-25 09:07:56,797 - Epoch: [95][ 7600/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547550 +2023-11-25 09:08:51,528 - Epoch: [95][ 7700/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547547 +2023-11-25 09:09:46,148 - Epoch: [95][ 7800/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547529 +2023-11-25 09:10:40,865 - Epoch: [95][ 7900/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547524 +2023-11-25 09:11:35,483 - Epoch: [95][ 8000/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547507 +2023-11-25 09:12:30,149 - Epoch: [95][ 8100/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547496 +2023-11-25 09:13:24,817 - Epoch: [95][ 8200/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547486 +2023-11-25 09:14:19,430 - Epoch: [95][ 8300/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547469 +2023-11-25 09:15:14,038 - Epoch: [95][ 8400/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547452 +2023-11-25 09:16:08,678 - Epoch: [95][ 8500/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547440 +2023-11-25 09:17:03,322 - Epoch: [95][ 8600/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547428 +2023-11-25 09:17:57,947 - Epoch: [95][ 8700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547414 +2023-11-25 09:18:52,515 - Epoch: [95][ 8800/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547394 +2023-11-25 09:19:47,155 - Epoch: [95][ 8900/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547382 +2023-11-25 09:20:41,797 - Epoch: [95][ 9000/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547371 +2023-11-25 09:21:36,425 - Epoch: [95][ 9100/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547359 +2023-11-25 09:22:31,195 - Epoch: [95][ 9200/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547362 +2023-11-25 09:23:25,874 - Epoch: [95][ 9300/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547356 +2023-11-25 09:24:20,428 - Epoch: [95][ 9400/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547336 +2023-11-25 09:25:15,107 - Epoch: [95][ 9500/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547330 +2023-11-25 09:26:09,864 - Epoch: [95][ 9600/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547332 +2023-11-25 09:27:04,571 - Epoch: [95][ 9700/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547329 +2023-11-25 09:27:59,401 - Epoch: [95][ 9800/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547339 +2023-11-25 09:28:54,209 - Epoch: [95][ 9900/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547346 +2023-11-25 09:29:48,908 - Epoch: [95][10000/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547342 +2023-11-25 09:30:43,616 - Epoch: [95][10100/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547339 +2023-11-25 09:31:38,313 - Epoch: [95][10200/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547335 +2023-11-25 09:32:33,093 - Epoch: [95][10300/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547340 +2023-11-25 09:33:27,745 - Epoch: [95][10400/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547331 +2023-11-25 09:34:22,465 - Epoch: [95][10500/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547330 +2023-11-25 09:35:17,139 - Epoch: [95][10600/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547324 +2023-11-25 09:36:11,753 - Epoch: [95][10700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547313 +2023-11-25 09:37:06,402 - Epoch: [95][10800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547305 +2023-11-25 09:38:01,034 - Epoch: [95][10900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547295 +2023-11-25 09:38:55,694 - Epoch: [95][11000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547289 +2023-11-25 09:39:50,268 - Epoch: [95][11100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547275 +2023-11-25 09:40:44,987 - Epoch: [95][11200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547274 +2023-11-25 09:41:39,592 - Epoch: [95][11300/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547262 +2023-11-25 09:42:34,263 - Epoch: [95][11400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547257 +2023-11-25 09:43:28,970 - Epoch: [95][11500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547255 +2023-11-25 09:44:23,615 - Epoch: [95][11600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547248 +2023-11-25 09:45:18,381 - Epoch: [95][11700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547251 +2023-11-25 09:46:13,058 - Epoch: [95][11800/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547247 +2023-11-25 09:47:07,726 - Epoch: [95][11900/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547242 +2023-11-25 09:48:02,466 - Epoch: [95][12000/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547243 +2023-11-25 09:48:57,290 - Epoch: [95][12100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547251 +2023-11-25 09:49:34,368 - Epoch: [95][12168/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547240 +2023-11-25 09:49:34,756 - --- validate (epoch=95)----------- +2023-11-25 09:49:34,756 - 167951 samples (256 per mini-batch) +2023-11-25 09:50:25,808 - Epoch: [95][ 100/ 657] Loss 0.000000 Overall Loss 0.013751 +2023-11-25 09:51:14,509 - Epoch: [95][ 200/ 657] Loss 0.000000 Overall Loss 0.013736 +2023-11-25 09:52:03,179 - Epoch: [95][ 300/ 657] Loss 0.000000 Overall Loss 0.013730 +2023-11-25 09:52:51,882 - Epoch: [95][ 400/ 657] Loss 0.000000 Overall Loss 0.013736 +2023-11-25 09:53:40,564 - Epoch: [95][ 500/ 657] Loss 0.000000 Overall Loss 0.013742 +2023-11-25 09:54:29,305 - Epoch: [95][ 600/ 657] Loss 0.000000 Overall Loss 0.013739 +2023-11-25 09:54:56,591 - Epoch: [95][ 657/ 657] Loss 0.000000 Overall Loss 0.013736 +2023-11-25 09:54:56,803 - ==> Overall Loss: 0.014 + +2023-11-25 09:54:56,805 - ==> Best [Overall Loss: 0.013630 on epoch: 93] +2023-11-25 09:54:56,805 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 09:54:56,827 - + +2023-11-25 09:54:56,827 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 09:56:00,457 - Epoch: [96][ 100/12168] Overall Loss 0.012961 Objective Loss 0.000000 Distill Loss 0.012961 LR 0.000063 Time 0.636260 +2023-11-25 09:56:55,093 - Epoch: [96][ 200/12168] Overall Loss 0.012973 Objective Loss 0.000000 Distill Loss 0.012973 LR 0.000063 Time 0.591296 +2023-11-25 09:57:49,691 - Epoch: [96][ 300/12168] Overall Loss 0.013006 Objective Loss 0.000000 Distill Loss 0.013006 LR 0.000063 Time 0.576180 +2023-11-25 09:58:44,249 - Epoch: [96][ 400/12168] Overall Loss 0.012998 Objective Loss 0.000000 Distill Loss 0.012998 LR 0.000063 Time 0.568522 +2023-11-25 09:59:39,021 - Epoch: [96][ 500/12168] Overall Loss 0.013004 Objective Loss 0.000000 Distill Loss 0.013004 LR 0.000063 Time 0.564355 +2023-11-25 10:00:33,641 - Epoch: [96][ 600/12168] Overall Loss 0.013000 Objective Loss 0.000000 Distill Loss 0.013000 LR 0.000063 Time 0.561324 +2023-11-25 10:01:28,393 - Epoch: [96][ 700/12168] Overall Loss 0.013004 Objective Loss 0.000000 Distill Loss 0.013004 LR 0.000063 Time 0.559348 +2023-11-25 10:02:23,027 - Epoch: [96][ 800/12168] Overall Loss 0.013004 Objective Loss 0.000000 Distill Loss 0.013004 LR 0.000063 Time 0.557717 +2023-11-25 10:03:17,612 - Epoch: [96][ 900/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.556396 +2023-11-25 10:04:12,210 - Epoch: [96][ 1000/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.555351 +2023-11-25 10:05:06,785 - Epoch: [96][ 1100/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.554476 +2023-11-25 10:06:01,453 - Epoch: [96][ 1200/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.553823 +2023-11-25 10:06:56,039 - Epoch: [96][ 1300/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.553208 +2023-11-25 10:07:50,711 - Epoch: [96][ 1400/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.552742 +2023-11-25 10:08:45,284 - Epoch: [96][ 1500/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.552273 +2023-11-25 10:09:39,861 - Epoch: [96][ 1600/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.551865 +2023-11-25 10:10:34,483 - Epoch: [96][ 1700/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.551531 +2023-11-25 10:11:29,023 - Epoch: [96][ 1800/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.551188 +2023-11-25 10:12:23,561 - Epoch: [96][ 1900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.550881 +2023-11-25 10:13:18,171 - Epoch: [96][ 2000/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550641 +2023-11-25 10:14:12,707 - Epoch: [96][ 2100/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.550388 +2023-11-25 10:15:07,275 - Epoch: [96][ 2200/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.550173 +2023-11-25 10:16:01,909 - Epoch: [96][ 2300/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.550005 +2023-11-25 10:16:56,459 - Epoch: [96][ 2400/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.549816 +2023-11-25 10:17:51,094 - Epoch: [96][ 2500/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.549676 +2023-11-25 10:18:45,684 - Epoch: [96][ 2600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.549530 +2023-11-25 10:19:40,412 - Epoch: [96][ 2700/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.549445 +2023-11-25 10:20:35,022 - Epoch: [96][ 2800/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.549325 +2023-11-25 10:21:29,667 - Epoch: [96][ 2900/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.549224 +2023-11-25 10:22:24,286 - Epoch: [96][ 3000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.549122 +2023-11-25 10:23:18,851 - Epoch: [96][ 3100/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.549009 +2023-11-25 10:24:13,525 - Epoch: [96][ 3200/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548938 +2023-11-25 10:25:08,159 - Epoch: [96][ 3300/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548858 +2023-11-25 10:26:02,794 - Epoch: [96][ 3400/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548783 +2023-11-25 10:26:57,559 - Epoch: [96][ 3500/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548750 +2023-11-25 10:27:52,199 - Epoch: [96][ 3600/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548684 +2023-11-25 10:28:46,841 - Epoch: [96][ 3700/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548622 +2023-11-25 10:29:41,426 - Epoch: [96][ 3800/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548548 +2023-11-25 10:30:35,993 - Epoch: [96][ 3900/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548473 +2023-11-25 10:31:30,643 - Epoch: [96][ 4000/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548422 +2023-11-25 10:32:25,337 - Epoch: [96][ 4100/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548385 +2023-11-25 10:33:19,905 - Epoch: [96][ 4200/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548320 +2023-11-25 10:34:14,569 - Epoch: [96][ 4300/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548280 +2023-11-25 10:35:09,245 - Epoch: [96][ 4400/12168] Overall Loss 0.013007 Objective Loss 0.000000 Distill Loss 0.013007 LR 0.000063 Time 0.548245 +2023-11-25 10:36:03,866 - Epoch: [96][ 4500/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.548199 +2023-11-25 10:36:58,465 - Epoch: [96][ 4600/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.548150 +2023-11-25 10:37:53,070 - Epoch: [96][ 4700/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548105 +2023-11-25 10:38:47,619 - Epoch: [96][ 4800/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.548050 +2023-11-25 10:39:42,254 - Epoch: [96][ 4900/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548015 +2023-11-25 10:40:36,963 - Epoch: [96][ 5000/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.547995 +2023-11-25 10:41:31,572 - Epoch: [96][ 5100/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.547957 +2023-11-25 10:42:26,202 - Epoch: [96][ 5200/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547925 +2023-11-25 10:43:20,885 - Epoch: [96][ 5300/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547904 +2023-11-25 10:44:15,747 - Epoch: [96][ 5400/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547916 +2023-11-25 10:45:10,299 - Epoch: [96][ 5500/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547872 +2023-11-25 10:46:04,933 - Epoch: [96][ 5600/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547845 +2023-11-25 10:46:59,553 - Epoch: [96][ 5700/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547815 +2023-11-25 10:47:54,139 - Epoch: [96][ 5800/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.547781 +2023-11-25 10:48:48,672 - Epoch: [96][ 5900/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547739 +2023-11-25 10:49:43,315 - Epoch: [96][ 6000/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547716 +2023-11-25 10:50:37,962 - Epoch: [96][ 6100/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547695 +2023-11-25 10:51:32,746 - Epoch: [96][ 6200/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547697 +2023-11-25 10:52:27,318 - Epoch: [96][ 6300/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547665 +2023-11-25 10:53:22,067 - Epoch: [96][ 6400/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547662 +2023-11-25 10:54:16,781 - Epoch: [96][ 6500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547654 +2023-11-25 10:55:11,529 - Epoch: [96][ 6600/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547651 +2023-11-25 10:56:06,182 - Epoch: [96][ 6700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547633 +2023-11-25 10:57:00,831 - Epoch: [96][ 6800/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547616 +2023-11-25 10:57:55,639 - Epoch: [96][ 6900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547622 +2023-11-25 10:58:50,366 - Epoch: [96][ 7000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547617 +2023-11-25 10:59:45,185 - Epoch: [96][ 7100/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547624 +2023-11-25 11:00:39,887 - Epoch: [96][ 7200/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547616 +2023-11-25 11:01:34,606 - Epoch: [96][ 7300/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547609 +2023-11-25 11:02:29,256 - Epoch: [96][ 7400/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547594 +2023-11-25 11:03:23,885 - Epoch: [96][ 7500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547576 +2023-11-25 11:04:18,569 - Epoch: [96][ 7600/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547566 +2023-11-25 11:05:13,194 - Epoch: [96][ 7700/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547549 +2023-11-25 11:06:07,800 - Epoch: [96][ 7800/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547529 +2023-11-25 11:07:02,441 - Epoch: [96][ 7900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547515 +2023-11-25 11:07:57,137 - Epoch: [96][ 8000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547507 +2023-11-25 11:08:51,805 - Epoch: [96][ 8100/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547497 +2023-11-25 11:09:46,507 - Epoch: [96][ 8200/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547490 +2023-11-25 11:10:41,130 - Epoch: [96][ 8300/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547475 +2023-11-25 11:11:35,769 - Epoch: [96][ 8400/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547462 +2023-11-25 11:12:30,416 - Epoch: [96][ 8500/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547450 +2023-11-25 11:13:25,095 - Epoch: [96][ 8600/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547442 +2023-11-25 11:14:19,738 - Epoch: [96][ 8700/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547430 +2023-11-25 11:15:14,336 - Epoch: [96][ 8800/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547413 +2023-11-25 11:16:09,014 - Epoch: [96][ 8900/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547405 +2023-11-25 11:17:03,656 - Epoch: [96][ 9000/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547394 +2023-11-25 11:17:58,458 - Epoch: [96][ 9100/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547401 +2023-11-25 11:18:53,119 - Epoch: [96][ 9200/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547392 +2023-11-25 11:19:47,778 - Epoch: [96][ 9300/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547383 +2023-11-25 11:20:42,419 - Epoch: [96][ 9400/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547372 +2023-11-25 11:21:37,102 - Epoch: [96][ 9500/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547366 +2023-11-25 11:22:31,725 - Epoch: [96][ 9600/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547354 +2023-11-25 11:23:26,466 - Epoch: [96][ 9700/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547354 +2023-11-25 11:24:21,209 - Epoch: [96][ 9800/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547355 +2023-11-25 11:25:15,894 - Epoch: [96][ 9900/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547349 +2023-11-25 11:26:10,615 - Epoch: [96][10000/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547347 +2023-11-25 11:27:05,308 - Epoch: [96][10100/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547343 +2023-11-25 11:27:59,994 - Epoch: [96][10200/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547338 +2023-11-25 11:28:54,698 - Epoch: [96][10300/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547335 +2023-11-25 11:29:49,373 - Epoch: [96][10400/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547329 +2023-11-25 11:30:44,040 - Epoch: [96][10500/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547322 +2023-11-25 11:31:38,798 - Epoch: [96][10600/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547324 +2023-11-25 11:32:33,497 - Epoch: [96][10700/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547321 +2023-11-25 11:33:28,281 - Epoch: [96][10800/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547326 +2023-11-25 11:34:22,895 - Epoch: [96][10900/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547314 +2023-11-25 11:35:17,601 - Epoch: [96][11000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547312 +2023-11-25 11:36:12,463 - Epoch: [96][11100/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547323 +2023-11-25 11:37:07,103 - Epoch: [96][11200/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547315 +2023-11-25 11:38:01,732 - Epoch: [96][11300/12168] Overall Loss 0.013024 Objective Loss 0.000000 Distill Loss 0.013024 LR 0.000063 Time 0.547305 +2023-11-25 11:38:56,377 - Epoch: [96][11400/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547298 +2023-11-25 11:39:51,010 - Epoch: [96][11500/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547289 +2023-11-25 11:40:45,625 - Epoch: [96][11600/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.547279 +2023-11-25 11:41:40,305 - Epoch: [96][11700/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547275 +2023-11-25 11:42:35,005 - Epoch: [96][11800/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547272 +2023-11-25 11:43:29,736 - Epoch: [96][11900/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547272 +2023-11-25 11:44:24,550 - Epoch: [96][12000/12168] Overall Loss 0.013026 Objective Loss 0.000000 Distill Loss 0.013026 LR 0.000063 Time 0.547279 +2023-11-25 11:45:19,257 - Epoch: [96][12100/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547277 +2023-11-25 11:45:56,455 - Epoch: [96][12168/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.547275 +2023-11-25 11:45:56,840 - --- validate (epoch=96)----------- +2023-11-25 11:45:56,840 - 167951 samples (256 per mini-batch) +2023-11-25 11:46:47,431 - Epoch: [96][ 100/ 657] Loss 0.000000 Overall Loss 0.013708 +2023-11-25 11:47:36,081 - Epoch: [96][ 200/ 657] Loss 0.000000 Overall Loss 0.013688 +2023-11-25 11:48:24,713 - Epoch: [96][ 300/ 657] Loss 0.000000 Overall Loss 0.013691 +2023-11-25 11:49:13,337 - Epoch: [96][ 400/ 657] Loss 0.000000 Overall Loss 0.013684 +2023-11-25 11:50:01,975 - Epoch: [96][ 500/ 657] Loss 0.000000 Overall Loss 0.013692 +2023-11-25 11:50:50,631 - Epoch: [96][ 600/ 657] Loss 0.000000 Overall Loss 0.013698 +2023-11-25 11:51:17,923 - Epoch: [96][ 657/ 657] Loss 0.000000 Overall Loss 0.013710 +2023-11-25 11:51:18,147 - ==> Overall Loss: 0.014 + +2023-11-25 11:51:18,149 - ==> Best [Overall Loss: 0.013630 on epoch: 93] +2023-11-25 11:51:18,149 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 11:51:18,170 - + +2023-11-25 11:51:18,170 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 11:52:22,712 - Epoch: [97][ 100/12168] Overall Loss 0.012992 Objective Loss 0.000000 Distill Loss 0.012992 LR 0.000063 Time 0.645374 +2023-11-25 11:53:17,279 - Epoch: [97][ 200/12168] Overall Loss 0.012997 Objective Loss 0.000000 Distill Loss 0.012997 LR 0.000063 Time 0.595508 +2023-11-25 11:54:11,962 - Epoch: [97][ 300/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.579271 +2023-11-25 11:55:06,526 - Epoch: [97][ 400/12168] Overall Loss 0.012998 Objective Loss 0.000000 Distill Loss 0.012998 LR 0.000063 Time 0.570856 +2023-11-25 11:56:01,099 - Epoch: [97][ 500/12168] Overall Loss 0.012988 Objective Loss 0.000000 Distill Loss 0.012988 LR 0.000063 Time 0.565825 +2023-11-25 11:56:55,654 - Epoch: [97][ 600/12168] Overall Loss 0.012987 Objective Loss 0.000000 Distill Loss 0.012987 LR 0.000063 Time 0.562442 +2023-11-25 11:57:50,179 - Epoch: [97][ 700/12168] Overall Loss 0.012999 Objective Loss 0.000000 Distill Loss 0.012999 LR 0.000063 Time 0.559982 +2023-11-25 11:58:44,925 - Epoch: [97][ 800/12168] Overall Loss 0.012988 Objective Loss 0.000000 Distill Loss 0.012988 LR 0.000063 Time 0.558412 +2023-11-25 11:59:39,599 - Epoch: [97][ 900/12168] Overall Loss 0.012992 Objective Loss 0.000000 Distill Loss 0.012992 LR 0.000063 Time 0.557111 +2023-11-25 12:00:34,233 - Epoch: [97][ 1000/12168] Overall Loss 0.013001 Objective Loss 0.000000 Distill Loss 0.013001 LR 0.000063 Time 0.556032 +2023-11-25 12:01:28,801 - Epoch: [97][ 1100/12168] Overall Loss 0.013007 Objective Loss 0.000000 Distill Loss 0.013007 LR 0.000063 Time 0.555087 +2023-11-25 12:02:23,503 - Epoch: [97][ 1200/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.554413 +2023-11-25 12:03:18,149 - Epoch: [97][ 1300/12168] Overall Loss 0.013005 Objective Loss 0.000000 Distill Loss 0.013005 LR 0.000063 Time 0.553798 +2023-11-25 12:04:12,750 - Epoch: [97][ 1400/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.553240 +2023-11-25 12:05:07,370 - Epoch: [97][ 1500/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.552768 +2023-11-25 12:06:01,909 - Epoch: [97][ 1600/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.552305 +2023-11-25 12:06:56,569 - Epoch: [97][ 1700/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.551968 +2023-11-25 12:07:51,230 - Epoch: [97][ 1800/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.551669 +2023-11-25 12:08:45,815 - Epoch: [97][ 1900/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.551361 +2023-11-25 12:09:40,446 - Epoch: [97][ 2000/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.551106 +2023-11-25 12:10:35,144 - Epoch: [97][ 2100/12168] Overall Loss 0.013025 Objective Loss 0.000000 Distill Loss 0.013025 LR 0.000063 Time 0.550908 +2023-11-25 12:11:29,769 - Epoch: [97][ 2200/12168] Overall Loss 0.013027 Objective Loss 0.000000 Distill Loss 0.013027 LR 0.000063 Time 0.550695 +2023-11-25 12:12:24,296 - Epoch: [97][ 2300/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.550458 +2023-11-25 12:13:18,976 - Epoch: [97][ 2400/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.550304 +2023-11-25 12:14:13,593 - Epoch: [97][ 2500/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.550138 +2023-11-25 12:15:08,257 - Epoch: [97][ 2600/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.550002 +2023-11-25 12:16:02,881 - Epoch: [97][ 2700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.549862 +2023-11-25 12:16:57,551 - Epoch: [97][ 2800/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.549748 +2023-11-25 12:17:52,176 - Epoch: [97][ 2900/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.549626 +2023-11-25 12:18:46,837 - Epoch: [97][ 3000/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.549524 +2023-11-25 12:19:41,492 - Epoch: [97][ 3100/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.549427 +2023-11-25 12:20:36,169 - Epoch: [97][ 3200/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.549343 +2023-11-25 12:21:30,856 - Epoch: [97][ 3300/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.549267 +2023-11-25 12:22:25,379 - Epoch: [97][ 3400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.549148 +2023-11-25 12:23:20,075 - Epoch: [97][ 3500/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.549084 +2023-11-25 12:24:14,664 - Epoch: [97][ 3600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548995 +2023-11-25 12:25:09,243 - Epoch: [97][ 3700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548907 +2023-11-25 12:26:03,740 - Epoch: [97][ 3800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548803 +2023-11-25 12:26:58,366 - Epoch: [97][ 3900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548737 +2023-11-25 12:27:52,928 - Epoch: [97][ 4000/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548658 +2023-11-25 12:28:47,536 - Epoch: [97][ 4100/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548595 +2023-11-25 12:29:42,146 - Epoch: [97][ 4200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548535 +2023-11-25 12:30:36,779 - Epoch: [97][ 4300/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548483 +2023-11-25 12:31:31,429 - Epoch: [97][ 4400/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548437 +2023-11-25 12:32:25,959 - Epoch: [97][ 4500/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.548366 +2023-11-25 12:33:20,549 - Epoch: [97][ 4600/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.548312 +2023-11-25 12:34:15,203 - Epoch: [97][ 4700/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548274 +2023-11-25 12:35:09,924 - Epoch: [97][ 4800/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548251 +2023-11-25 12:36:04,522 - Epoch: [97][ 4900/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548204 +2023-11-25 12:36:59,127 - Epoch: [97][ 5000/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548160 +2023-11-25 12:37:53,751 - Epoch: [97][ 5100/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548122 +2023-11-25 12:38:48,364 - Epoch: [97][ 5200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548083 +2023-11-25 12:39:43,019 - Epoch: [97][ 5300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548054 +2023-11-25 12:40:37,626 - Epoch: [97][ 5400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548016 +2023-11-25 12:41:32,279 - Epoch: [97][ 5500/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547989 +2023-11-25 12:42:26,917 - Epoch: [97][ 5600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547959 +2023-11-25 12:43:21,539 - Epoch: [97][ 5700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547928 +2023-11-25 12:44:16,150 - Epoch: [97][ 5800/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547896 +2023-11-25 12:45:10,756 - Epoch: [97][ 5900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547865 +2023-11-25 12:46:05,439 - Epoch: [97][ 6000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547847 +2023-11-25 12:47:00,075 - Epoch: [97][ 6100/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547822 +2023-11-25 12:47:54,755 - Epoch: [97][ 6200/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547805 +2023-11-25 12:48:49,424 - Epoch: [97][ 6300/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547787 +2023-11-25 12:49:44,029 - Epoch: [97][ 6400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547759 +2023-11-25 12:50:38,693 - Epoch: [97][ 6500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547742 +2023-11-25 12:51:33,201 - Epoch: [97][ 6600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547701 +2023-11-25 12:52:27,879 - Epoch: [97][ 6700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547687 +2023-11-25 12:53:22,514 - Epoch: [97][ 6800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547667 +2023-11-25 12:54:17,119 - Epoch: [97][ 6900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547643 +2023-11-25 12:55:11,779 - Epoch: [97][ 7000/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547627 +2023-11-25 12:56:06,398 - Epoch: [97][ 7100/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547607 +2023-11-25 12:57:01,053 - Epoch: [97][ 7200/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547592 +2023-11-25 12:57:55,688 - Epoch: [97][ 7300/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547574 +2023-11-25 12:58:50,290 - Epoch: [97][ 7400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547553 +2023-11-25 12:59:44,944 - Epoch: [97][ 7500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547539 +2023-11-25 13:00:39,587 - Epoch: [97][ 7600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547524 +2023-11-25 13:01:34,248 - Epoch: [97][ 7700/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547512 +2023-11-25 13:02:28,880 - Epoch: [97][ 7800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547496 +2023-11-25 13:03:23,489 - Epoch: [97][ 7900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547478 +2023-11-25 13:04:18,100 - Epoch: [97][ 8000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547460 +2023-11-25 13:05:12,757 - Epoch: [97][ 8100/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547449 +2023-11-25 13:06:07,427 - Epoch: [97][ 8200/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547439 +2023-11-25 13:07:02,087 - Epoch: [97][ 8300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547429 +2023-11-25 13:07:56,766 - Epoch: [97][ 8400/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547421 +2023-11-25 13:08:51,379 - Epoch: [97][ 8500/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547405 +2023-11-25 13:09:46,056 - Epoch: [97][ 8600/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547398 +2023-11-25 13:10:40,687 - Epoch: [97][ 8700/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547385 +2023-11-25 13:11:35,338 - Epoch: [97][ 8800/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547374 +2023-11-25 13:12:29,971 - Epoch: [97][ 8900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547362 +2023-11-25 13:13:24,626 - Epoch: [97][ 9000/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547353 +2023-11-25 13:14:19,306 - Epoch: [97][ 9100/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547347 +2023-11-25 13:15:13,941 - Epoch: [97][ 9200/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547335 +2023-11-25 13:16:08,569 - Epoch: [97][ 9300/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547324 +2023-11-25 13:17:03,311 - Epoch: [97][ 9400/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547324 +2023-11-25 13:17:58,037 - Epoch: [97][ 9500/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547323 +2023-11-25 13:18:52,866 - Epoch: [97][ 9600/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547333 +2023-11-25 13:19:47,479 - Epoch: [97][ 9700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547320 +2023-11-25 13:20:42,092 - Epoch: [97][ 9800/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547308 +2023-11-25 13:21:36,732 - Epoch: [97][ 9900/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547299 +2023-11-25 13:22:31,466 - Epoch: [97][10000/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547299 +2023-11-25 13:23:26,235 - Epoch: [97][10100/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547302 +2023-11-25 13:24:20,964 - Epoch: [97][10200/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547302 +2023-11-25 13:25:15,756 - Epoch: [97][10300/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547307 +2023-11-25 13:26:10,383 - Epoch: [97][10400/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547297 +2023-11-25 13:27:05,070 - Epoch: [97][10500/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547293 +2023-11-25 13:27:59,780 - Epoch: [97][10600/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547291 +2023-11-25 13:28:54,398 - Epoch: [97][10700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547280 +2023-11-25 13:29:49,075 - Epoch: [97][10800/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547275 +2023-11-25 13:30:43,725 - Epoch: [97][10900/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547268 +2023-11-25 13:31:38,552 - Epoch: [97][11000/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547276 +2023-11-25 13:32:33,260 - Epoch: [97][11100/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547274 +2023-11-25 13:33:27,912 - Epoch: [97][11200/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547267 +2023-11-25 13:34:22,605 - Epoch: [97][11300/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547264 +2023-11-25 13:35:17,278 - Epoch: [97][11400/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547259 +2023-11-25 13:36:11,891 - Epoch: [97][11500/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547249 +2023-11-25 13:37:06,565 - Epoch: [97][11600/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547244 +2023-11-25 13:38:01,192 - Epoch: [97][11700/12168] Overall Loss 0.013022 Objective Loss 0.000000 Distill Loss 0.013022 LR 0.000063 Time 0.547236 +2023-11-25 13:38:55,876 - Epoch: [97][11800/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547232 +2023-11-25 13:39:50,503 - Epoch: [97][11900/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547224 +2023-11-25 13:40:45,135 - Epoch: [97][12000/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547216 +2023-11-25 13:41:39,885 - Epoch: [97][12100/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547218 +2023-11-25 13:42:16,890 - Epoch: [97][12168/12168] Overall Loss 0.013023 Objective Loss 0.000000 Distill Loss 0.013023 LR 0.000063 Time 0.547201 +2023-11-25 13:42:17,271 - --- validate (epoch=97)----------- +2023-11-25 13:42:17,272 - 167951 samples (256 per mini-batch) +2023-11-25 13:43:08,380 - Epoch: [97][ 100/ 657] Loss 0.000000 Overall Loss 0.013637 +2023-11-25 13:43:57,015 - Epoch: [97][ 200/ 657] Loss 0.000000 Overall Loss 0.013641 +2023-11-25 13:44:45,671 - Epoch: [97][ 300/ 657] Loss 0.000000 Overall Loss 0.013620 +2023-11-25 13:45:34,299 - Epoch: [97][ 400/ 657] Loss 0.000000 Overall Loss 0.013620 +2023-11-25 13:46:22,938 - Epoch: [97][ 500/ 657] Loss 0.000000 Overall Loss 0.013616 +2023-11-25 13:47:11,599 - Epoch: [97][ 600/ 657] Loss 0.000000 Overall Loss 0.013617 +2023-11-25 13:47:38,875 - Epoch: [97][ 657/ 657] Loss 0.000000 Overall Loss 0.013613 +2023-11-25 13:47:39,092 - ==> Overall Loss: 0.014 + +2023-11-25 13:47:39,095 - ==> Best [Overall Loss: 0.013613 on epoch: 97] +2023-11-25 13:47:39,095 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 13:47:39,129 - + +2023-11-25 13:47:39,129 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 13:48:42,657 - Epoch: [98][ 100/12168] Overall Loss 0.012988 Objective Loss 0.000000 Distill Loss 0.012988 LR 0.000063 Time 0.635237 +2023-11-25 13:49:37,316 - Epoch: [98][ 200/12168] Overall Loss 0.012984 Objective Loss 0.000000 Distill Loss 0.012984 LR 0.000063 Time 0.590896 +2023-11-25 13:50:31,889 - Epoch: [98][ 300/12168] Overall Loss 0.012994 Objective Loss 0.000000 Distill Loss 0.012994 LR 0.000063 Time 0.575831 +2023-11-25 13:51:26,542 - Epoch: [98][ 400/12168] Overall Loss 0.012988 Objective Loss 0.000000 Distill Loss 0.012988 LR 0.000063 Time 0.568500 +2023-11-25 13:52:21,170 - Epoch: [98][ 500/12168] Overall Loss 0.012992 Objective Loss 0.000000 Distill Loss 0.012992 LR 0.000063 Time 0.564049 +2023-11-25 13:53:15,815 - Epoch: [98][ 600/12168] Overall Loss 0.012993 Objective Loss 0.000000 Distill Loss 0.012993 LR 0.000063 Time 0.561110 +2023-11-25 13:54:10,425 - Epoch: [98][ 700/12168] Overall Loss 0.012994 Objective Loss 0.000000 Distill Loss 0.012994 LR 0.000063 Time 0.558962 +2023-11-25 13:55:05,064 - Epoch: [98][ 800/12168] Overall Loss 0.012991 Objective Loss 0.000000 Distill Loss 0.012991 LR 0.000063 Time 0.557386 +2023-11-25 13:55:59,732 - Epoch: [98][ 900/12168] Overall Loss 0.013004 Objective Loss 0.000000 Distill Loss 0.013004 LR 0.000063 Time 0.556192 +2023-11-25 13:56:54,381 - Epoch: [98][ 1000/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.555219 +2023-11-25 13:57:49,022 - Epoch: [98][ 1100/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.554415 +2023-11-25 13:58:43,637 - Epoch: [98][ 1200/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.553724 +2023-11-25 13:59:38,244 - Epoch: [98][ 1300/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.553133 +2023-11-25 14:00:32,985 - Epoch: [98][ 1400/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.552722 +2023-11-25 14:01:27,623 - Epoch: [98][ 1500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.552297 +2023-11-25 14:02:22,278 - Epoch: [98][ 1600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.551936 +2023-11-25 14:03:16,831 - Epoch: [98][ 1700/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.551557 +2023-11-25 14:04:11,507 - Epoch: [98][ 1800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.551289 +2023-11-25 14:05:06,101 - Epoch: [98][ 1900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.551005 +2023-11-25 14:06:00,723 - Epoch: [98][ 2000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.550765 +2023-11-25 14:06:55,378 - Epoch: [98][ 2100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.550562 +2023-11-25 14:07:50,065 - Epoch: [98][ 2200/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.550393 +2023-11-25 14:08:44,729 - Epoch: [98][ 2300/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.550229 +2023-11-25 14:09:39,421 - Epoch: [98][ 2400/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.550090 +2023-11-25 14:10:34,099 - Epoch: [98][ 2500/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.549956 +2023-11-25 14:11:28,721 - Epoch: [98][ 2600/12168] Overall Loss 0.013007 Objective Loss 0.000000 Distill Loss 0.013007 LR 0.000063 Time 0.549811 +2023-11-25 14:12:23,396 - Epoch: [98][ 2700/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.549697 +2023-11-25 14:13:17,989 - Epoch: [98][ 2800/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.549561 +2023-11-25 14:14:12,588 - Epoch: [98][ 2900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.549437 +2023-11-25 14:15:07,183 - Epoch: [98][ 3000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.549320 +2023-11-25 14:16:01,802 - Epoch: [98][ 3100/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.549218 +2023-11-25 14:16:56,393 - Epoch: [98][ 3200/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.549114 +2023-11-25 14:17:51,007 - Epoch: [98][ 3300/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.549022 +2023-11-25 14:18:45,605 - Epoch: [98][ 3400/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548932 +2023-11-25 14:19:40,260 - Epoch: [98][ 3500/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548863 +2023-11-25 14:20:34,823 - Epoch: [98][ 3600/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548773 +2023-11-25 14:21:29,477 - Epoch: [98][ 3700/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548711 +2023-11-25 14:22:24,121 - Epoch: [98][ 3800/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.548651 +2023-11-25 14:23:18,780 - Epoch: [98][ 3900/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.548597 +2023-11-25 14:24:13,392 - Epoch: [98][ 4000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548534 +2023-11-25 14:25:07,997 - Epoch: [98][ 4100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.548473 +2023-11-25 14:26:02,583 - Epoch: [98][ 4200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548410 +2023-11-25 14:26:57,382 - Epoch: [98][ 4300/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548400 +2023-11-25 14:27:52,051 - Epoch: [98][ 4400/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548360 +2023-11-25 14:28:46,561 - Epoch: [98][ 4500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548287 +2023-11-25 14:29:41,277 - Epoch: [98][ 4600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548262 +2023-11-25 14:30:35,932 - Epoch: [98][ 4700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548225 +2023-11-25 14:31:30,563 - Epoch: [98][ 4800/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548184 +2023-11-25 14:32:25,096 - Epoch: [98][ 4900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548125 +2023-11-25 14:33:19,700 - Epoch: [98][ 5000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548083 +2023-11-25 14:34:14,411 - Epoch: [98][ 5100/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548063 +2023-11-25 14:35:09,111 - Epoch: [98][ 5200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548042 +2023-11-25 14:36:03,707 - Epoch: [98][ 5300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548002 +2023-11-25 14:36:58,274 - Epoch: [98][ 5400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547959 +2023-11-25 14:37:52,931 - Epoch: [98][ 5500/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547933 +2023-11-25 14:38:47,550 - Epoch: [98][ 5600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547901 +2023-11-25 14:39:42,171 - Epoch: [98][ 5700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547871 +2023-11-25 14:40:36,855 - Epoch: [98][ 5800/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547853 +2023-11-25 14:41:31,449 - Epoch: [98][ 5900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547820 +2023-11-25 14:42:26,095 - Epoch: [98][ 6000/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547797 +2023-11-25 14:43:20,679 - Epoch: [98][ 6100/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547764 +2023-11-25 14:44:15,205 - Epoch: [98][ 6200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547723 +2023-11-25 14:45:09,822 - Epoch: [98][ 6300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547698 +2023-11-25 14:46:04,501 - Epoch: [98][ 6400/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547683 +2023-11-25 14:46:59,092 - Epoch: [98][ 6500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547656 +2023-11-25 14:47:53,732 - Epoch: [98][ 6600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547636 +2023-11-25 14:48:48,310 - Epoch: [98][ 6700/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547608 +2023-11-25 14:49:42,899 - Epoch: [98][ 6800/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547582 +2023-11-25 14:50:37,499 - Epoch: [98][ 6900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547559 +2023-11-25 14:51:32,126 - Epoch: [98][ 7000/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547540 +2023-11-25 14:52:26,700 - Epoch: [98][ 7100/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547514 +2023-11-25 14:53:21,304 - Epoch: [98][ 7200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547493 +2023-11-25 14:54:15,989 - Epoch: [98][ 7300/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547484 +2023-11-25 14:55:10,683 - Epoch: [98][ 7400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547476 +2023-11-25 14:56:05,389 - Epoch: [98][ 7500/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547470 +2023-11-25 14:56:59,949 - Epoch: [98][ 7600/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547445 +2023-11-25 14:57:54,580 - Epoch: [98][ 7700/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547430 +2023-11-25 14:58:49,300 - Epoch: [98][ 7800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547427 +2023-11-25 14:59:43,919 - Epoch: [98][ 7900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547411 +2023-11-25 15:00:38,567 - Epoch: [98][ 8000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547399 +2023-11-25 15:01:33,112 - Epoch: [98][ 8100/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547374 +2023-11-25 15:02:27,858 - Epoch: [98][ 8200/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547375 +2023-11-25 15:03:22,472 - Epoch: [98][ 8300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547360 +2023-11-25 15:04:17,097 - Epoch: [98][ 8400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547346 +2023-11-25 15:05:11,750 - Epoch: [98][ 8500/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547336 +2023-11-25 15:06:06,455 - Epoch: [98][ 8600/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547332 +2023-11-25 15:07:01,082 - Epoch: [98][ 8700/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547320 +2023-11-25 15:07:55,793 - Epoch: [98][ 8800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547317 +2023-11-25 15:08:50,417 - Epoch: [98][ 8900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547305 +2023-11-25 15:09:45,023 - Epoch: [98][ 9000/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547290 +2023-11-25 15:10:39,736 - Epoch: [98][ 9100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547288 +2023-11-25 15:11:34,326 - Epoch: [98][ 9200/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547273 +2023-11-25 15:12:29,076 - Epoch: [98][ 9300/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547275 +2023-11-25 15:13:23,681 - Epoch: [98][ 9400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547262 +2023-11-25 15:14:18,302 - Epoch: [98][ 9500/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547250 +2023-11-25 15:15:12,945 - Epoch: [98][ 9600/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547242 +2023-11-25 15:16:07,651 - Epoch: [98][ 9700/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547239 +2023-11-25 15:17:02,296 - Epoch: [98][ 9800/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547231 +2023-11-25 15:17:56,956 - Epoch: [98][ 9900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547224 +2023-11-25 15:18:51,569 - Epoch: [98][10000/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547213 +2023-11-25 15:19:46,122 - Epoch: [98][10100/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547196 +2023-11-25 15:20:40,809 - Epoch: [98][10200/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547193 +2023-11-25 15:21:35,539 - Epoch: [98][10300/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547193 +2023-11-25 15:22:30,220 - Epoch: [98][10400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547189 +2023-11-25 15:23:24,923 - Epoch: [98][10500/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547187 +2023-11-25 15:24:19,573 - Epoch: [98][10600/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547181 +2023-11-25 15:25:14,254 - Epoch: [98][10700/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547177 +2023-11-25 15:26:08,956 - Epoch: [98][10800/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547175 +2023-11-25 15:27:03,715 - Epoch: [98][10900/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547179 +2023-11-25 15:27:58,451 - Epoch: [98][11000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547180 +2023-11-25 15:28:53,171 - Epoch: [98][11100/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547180 +2023-11-25 15:29:47,897 - Epoch: [98][11200/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547180 +2023-11-25 15:30:42,523 - Epoch: [98][11300/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547172 +2023-11-25 15:31:37,161 - Epoch: [98][11400/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547165 +2023-11-25 15:32:31,826 - Epoch: [98][11500/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547160 +2023-11-25 15:33:26,547 - Epoch: [98][11600/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.547160 +2023-11-25 15:34:21,229 - Epoch: [98][11700/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547157 +2023-11-25 15:35:15,875 - Epoch: [98][11800/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547151 +2023-11-25 15:36:10,533 - Epoch: [98][11900/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547146 +2023-11-25 15:37:05,162 - Epoch: [98][12000/12168] Overall Loss 0.013020 Objective Loss 0.000000 Distill Loss 0.013020 LR 0.000063 Time 0.547138 +2023-11-25 15:37:59,963 - Epoch: [98][12100/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547145 +2023-11-25 15:38:37,038 - Epoch: [98][12168/12168] Overall Loss 0.013021 Objective Loss 0.000000 Distill Loss 0.013021 LR 0.000063 Time 0.547134 +2023-11-25 15:38:37,421 - --- validate (epoch=98)----------- +2023-11-25 15:38:37,421 - 167951 samples (256 per mini-batch) +2023-11-25 15:39:28,582 - Epoch: [98][ 100/ 657] Loss 0.000000 Overall Loss 0.013720 +2023-11-25 15:40:17,223 - Epoch: [98][ 200/ 657] Loss 0.000000 Overall Loss 0.013711 +2023-11-25 15:41:05,862 - Epoch: [98][ 300/ 657] Loss 0.000000 Overall Loss 0.013718 +2023-11-25 15:41:54,487 - Epoch: [98][ 400/ 657] Loss 0.000000 Overall Loss 0.013719 +2023-11-25 15:42:43,107 - Epoch: [98][ 500/ 657] Loss 0.000000 Overall Loss 0.013715 +2023-11-25 15:43:31,723 - Epoch: [98][ 600/ 657] Loss 0.000000 Overall Loss 0.013713 +2023-11-25 15:43:58,990 - Epoch: [98][ 657/ 657] Loss 0.000000 Overall Loss 0.013711 +2023-11-25 15:43:59,208 - ==> Overall Loss: 0.014 + +2023-11-25 15:43:59,209 - ==> Best [Overall Loss: 0.013613 on epoch: 97] +2023-11-25 15:43:59,209 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 15:43:59,231 - + +2023-11-25 15:43:59,231 - Training epoch: 3114790 samples (256 per mini-batch) +2023-11-25 15:45:03,610 - Epoch: [99][ 100/12168] Overall Loss 0.012983 Objective Loss 0.000000 Distill Loss 0.012983 LR 0.000063 Time 0.643754 +2023-11-25 15:45:58,337 - Epoch: [99][ 200/12168] Overall Loss 0.013003 Objective Loss 0.000000 Distill Loss 0.013003 LR 0.000063 Time 0.595496 +2023-11-25 15:46:53,014 - Epoch: [99][ 300/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.579243 +2023-11-25 15:47:47,549 - Epoch: [99][ 400/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.570762 +2023-11-25 15:48:42,174 - Epoch: [99][ 500/12168] Overall Loss 0.013003 Objective Loss 0.000000 Distill Loss 0.013003 LR 0.000063 Time 0.565853 +2023-11-25 15:49:36,839 - Epoch: [99][ 600/12168] Overall Loss 0.013004 Objective Loss 0.000000 Distill Loss 0.013004 LR 0.000063 Time 0.562649 +2023-11-25 15:50:31,369 - Epoch: [99][ 700/12168] Overall Loss 0.013001 Objective Loss 0.000000 Distill Loss 0.013001 LR 0.000063 Time 0.560166 +2023-11-25 15:51:25,989 - Epoch: [99][ 800/12168] Overall Loss 0.012999 Objective Loss 0.000000 Distill Loss 0.012999 LR 0.000063 Time 0.558416 +2023-11-25 15:52:20,552 - Epoch: [99][ 900/12168] Overall Loss 0.013007 Objective Loss 0.000000 Distill Loss 0.013007 LR 0.000063 Time 0.556992 +2023-11-25 15:53:15,099 - Epoch: [99][ 1000/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.555837 +2023-11-25 15:54:09,747 - Epoch: [99][ 1100/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.554983 +2023-11-25 15:55:04,427 - Epoch: [99][ 1200/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.554299 +2023-11-25 15:55:59,045 - Epoch: [99][ 1300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.553672 +2023-11-25 15:56:53,677 - Epoch: [99][ 1400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.553144 +2023-11-25 15:57:48,330 - Epoch: [99][ 1500/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.552701 +2023-11-25 15:58:42,931 - Epoch: [99][ 1600/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.552281 +2023-11-25 15:59:37,541 - Epoch: [99][ 1700/12168] Overall Loss 0.013019 Objective Loss 0.000000 Distill Loss 0.013019 LR 0.000063 Time 0.551916 +2023-11-25 16:00:32,170 - Epoch: [99][ 1800/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.551602 +2023-11-25 16:01:26,965 - Epoch: [99][ 1900/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.551407 +2023-11-25 16:02:21,582 - Epoch: [99][ 2000/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.551144 +2023-11-25 16:03:16,248 - Epoch: [99][ 2100/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.550929 +2023-11-25 16:04:10,892 - Epoch: [99][ 2200/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.550724 +2023-11-25 16:05:05,609 - Epoch: [99][ 2300/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.550568 +2023-11-25 16:06:00,215 - Epoch: [99][ 2400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.550379 +2023-11-25 16:06:54,928 - Epoch: [99][ 2500/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.550248 +2023-11-25 16:07:49,506 - Epoch: [99][ 2600/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.550075 +2023-11-25 16:08:44,106 - Epoch: [99][ 2700/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.549923 +2023-11-25 16:09:38,743 - Epoch: [99][ 2800/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.549794 +2023-11-25 16:10:33,331 - Epoch: [99][ 2900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.549659 +2023-11-25 16:11:28,039 - Epoch: [99][ 3000/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.549572 +2023-11-25 16:12:22,661 - Epoch: [99][ 3100/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.549462 +2023-11-25 16:13:17,220 - Epoch: [99][ 3200/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.549341 +2023-11-25 16:14:11,864 - Epoch: [99][ 3300/12168] Overall Loss 0.013008 Objective Loss 0.000000 Distill Loss 0.013008 LR 0.000063 Time 0.549252 +2023-11-25 16:15:06,572 - Epoch: [99][ 3400/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.549187 +2023-11-25 16:16:01,161 - Epoch: [99][ 3500/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.549092 +2023-11-25 16:16:55,808 - Epoch: [99][ 3600/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.549017 +2023-11-25 16:17:50,391 - Epoch: [99][ 3700/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548930 +2023-11-25 16:18:45,048 - Epoch: [99][ 3800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.548867 +2023-11-25 16:19:39,661 - Epoch: [99][ 3900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548796 +2023-11-25 16:20:34,277 - Epoch: [99][ 4000/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548729 +2023-11-25 16:21:28,939 - Epoch: [99][ 4100/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.548677 +2023-11-25 16:22:23,561 - Epoch: [99][ 4200/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.548618 +2023-11-25 16:23:18,209 - Epoch: [99][ 4300/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548567 +2023-11-25 16:24:12,850 - Epoch: [99][ 4400/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548518 +2023-11-25 16:25:07,495 - Epoch: [99][ 4500/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548471 +2023-11-25 16:26:02,106 - Epoch: [99][ 4600/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548419 +2023-11-25 16:26:56,718 - Epoch: [99][ 4700/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548369 +2023-11-25 16:27:51,379 - Epoch: [99][ 4800/12168] Overall Loss 0.013009 Objective Loss 0.000000 Distill Loss 0.013009 LR 0.000063 Time 0.548332 +2023-11-25 16:28:46,044 - Epoch: [99][ 4900/12168] Overall Loss 0.013010 Objective Loss 0.000000 Distill Loss 0.013010 LR 0.000063 Time 0.548297 +2023-11-25 16:29:40,662 - Epoch: [99][ 5000/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.548254 +2023-11-25 16:30:35,333 - Epoch: [99][ 5100/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.548223 +2023-11-25 16:31:29,953 - Epoch: [99][ 5200/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.548184 +2023-11-25 16:32:24,542 - Epoch: [99][ 5300/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.548140 +2023-11-25 16:33:19,191 - Epoch: [99][ 5400/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548109 +2023-11-25 16:34:13,810 - Epoch: [99][ 5500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.548073 +2023-11-25 16:35:08,529 - Epoch: [99][ 5600/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548057 +2023-11-25 16:36:03,125 - Epoch: [99][ 5700/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.548020 +2023-11-25 16:36:57,795 - Epoch: [99][ 5800/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547997 +2023-11-25 16:37:52,555 - Epoch: [99][ 5900/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547989 +2023-11-25 16:38:47,109 - Epoch: [99][ 6000/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547948 +2023-11-25 16:39:41,711 - Epoch: [99][ 6100/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547916 +2023-11-25 16:40:36,255 - Epoch: [99][ 6200/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547875 +2023-11-25 16:41:30,851 - Epoch: [99][ 6300/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547845 +2023-11-25 16:42:25,389 - Epoch: [99][ 6400/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547806 +2023-11-25 16:43:19,988 - Epoch: [99][ 6500/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547777 +2023-11-25 16:44:14,634 - Epoch: [99][ 6600/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547757 +2023-11-25 16:45:09,299 - Epoch: [99][ 6700/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547740 +2023-11-25 16:46:03,977 - Epoch: [99][ 6800/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547725 +2023-11-25 16:46:58,655 - Epoch: [99][ 6900/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547711 +2023-11-25 16:47:53,212 - Epoch: [99][ 7000/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547680 +2023-11-25 16:48:47,849 - Epoch: [99][ 7100/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547661 +2023-11-25 16:49:42,537 - Epoch: [99][ 7200/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547650 +2023-11-25 16:50:37,109 - Epoch: [99][ 7300/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547623 +2023-11-25 16:51:31,772 - Epoch: [99][ 7400/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547609 +2023-11-25 16:52:26,425 - Epoch: [99][ 7500/12168] Overall Loss 0.013011 Objective Loss 0.000000 Distill Loss 0.013011 LR 0.000063 Time 0.547594 +2023-11-25 16:53:21,015 - Epoch: [99][ 7600/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547572 +2023-11-25 16:54:15,760 - Epoch: [99][ 7700/12168] Overall Loss 0.013012 Objective Loss 0.000000 Distill Loss 0.013012 LR 0.000063 Time 0.547570 +2023-11-25 16:55:10,357 - Epoch: [99][ 7800/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547549 +2023-11-25 16:56:05,011 - Epoch: [99][ 7900/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547536 +2023-11-25 16:56:59,599 - Epoch: [99][ 8000/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547515 +2023-11-25 16:57:54,225 - Epoch: [99][ 8100/12168] Overall Loss 0.013013 Objective Loss 0.000000 Distill Loss 0.013013 LR 0.000063 Time 0.547499 +2023-11-25 16:58:48,900 - Epoch: [99][ 8200/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547489 +2023-11-25 16:59:43,536 - Epoch: [99][ 8300/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547475 +2023-11-25 17:00:38,156 - Epoch: [99][ 8400/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547460 +2023-11-25 17:01:32,772 - Epoch: [99][ 8500/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547444 +2023-11-25 17:02:27,463 - Epoch: [99][ 8600/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547437 +2023-11-25 17:03:22,106 - Epoch: [99][ 8700/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547426 +2023-11-25 17:04:16,792 - Epoch: [99][ 8800/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547419 +2023-11-25 17:05:11,594 - Epoch: [99][ 8900/12168] Overall Loss 0.013015 Objective Loss 0.000000 Distill Loss 0.013015 LR 0.000063 Time 0.547425 +2023-11-25 17:06:06,302 - Epoch: [99][ 9000/12168] Overall Loss 0.013014 Objective Loss 0.000000 Distill Loss 0.013014 LR 0.000063 Time 0.547421 +2023-11-25 17:07:00,952 - Epoch: [99][ 9100/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547410 +2023-11-25 17:07:55,637 - Epoch: [99][ 9200/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547404 +2023-11-25 17:08:50,225 - Epoch: [99][ 9300/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547387 +2023-11-25 17:09:44,869 - Epoch: [99][ 9400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547377 +2023-11-25 17:10:39,572 - Epoch: [99][ 9500/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547373 +2023-11-25 17:11:34,161 - Epoch: [99][ 9600/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547357 +2023-11-25 17:12:28,818 - Epoch: [99][ 9700/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547349 +2023-11-25 17:13:23,462 - Epoch: [99][ 9800/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547339 +2023-11-25 17:14:18,183 - Epoch: [99][ 9900/12168] Overall Loss 0.013016 Objective Loss 0.000000 Distill Loss 0.013016 LR 0.000063 Time 0.547338 +2023-11-25 17:15:12,842 - Epoch: [99][10000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547330 +2023-11-25 17:16:07,437 - Epoch: [99][10100/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547316 +2023-11-25 17:17:02,124 - Epoch: [99][10200/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547311 +2023-11-25 17:17:56,771 - Epoch: [99][10300/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547303 +2023-11-25 17:18:51,391 - Epoch: [99][10400/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547292 +2023-11-25 17:19:46,063 - Epoch: [99][10500/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547286 +2023-11-25 17:20:40,764 - Epoch: [99][10600/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547283 +2023-11-25 17:21:35,533 - Epoch: [99][10700/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547287 +2023-11-25 17:22:30,246 - Epoch: [99][10800/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547285 +2023-11-25 17:23:24,901 - Epoch: [99][10900/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547278 +2023-11-25 17:24:19,627 - Epoch: [99][11000/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547277 +2023-11-25 17:25:14,228 - Epoch: [99][11100/12168] Overall Loss 0.013017 Objective Loss 0.000000 Distill Loss 0.013017 LR 0.000063 Time 0.547266 +2023-11-25 17:26:08,962 - Epoch: [99][11200/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547266 +2023-11-25 17:27:03,527 - Epoch: [99][11300/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547252 +2023-11-25 17:27:58,213 - Epoch: [99][11400/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547248 +2023-11-25 17:28:52,830 - Epoch: [99][11500/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547238 +2023-11-25 17:29:47,580 - Epoch: [99][11600/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547240 +2023-11-25 17:30:42,229 - Epoch: [99][11700/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547233 +2023-11-25 17:31:36,979 - Epoch: [99][11800/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547236 +2023-11-25 17:32:31,695 - Epoch: [99][11900/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547235 +2023-11-25 17:33:26,353 - Epoch: [99][12000/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547229 +2023-11-25 17:34:21,150 - Epoch: [99][12100/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547235 +2023-11-25 17:34:58,196 - Epoch: [99][12168/12168] Overall Loss 0.013018 Objective Loss 0.000000 Distill Loss 0.013018 LR 0.000063 Time 0.547221 +2023-11-25 17:34:58,614 - --- validate (epoch=99)----------- +2023-11-25 17:34:58,615 - 167951 samples (256 per mini-batch) +2023-11-25 17:35:49,752 - Epoch: [99][ 100/ 657] Loss 0.000000 Overall Loss 0.013714 +2023-11-25 17:36:38,373 - Epoch: [99][ 200/ 657] Loss 0.000000 Overall Loss 0.013719 +2023-11-25 17:37:27,025 - Epoch: [99][ 300/ 657] Loss 0.000000 Overall Loss 0.013712 +2023-11-25 17:38:15,658 - Epoch: [99][ 400/ 657] Loss 0.000000 Overall Loss 0.013707 +2023-11-25 17:39:04,257 - Epoch: [99][ 500/ 657] Loss 0.000000 Overall Loss 0.013698 +2023-11-25 17:39:52,886 - Epoch: [99][ 600/ 657] Loss 0.000000 Overall Loss 0.013703 +2023-11-25 17:40:20,158 - Epoch: [99][ 657/ 657] Loss 0.000000 Overall Loss 0.013703 +2023-11-25 17:40:20,375 - ==> Overall Loss: 0.014 + +2023-11-25 17:40:20,377 - ==> Best [Overall Loss: 0.013613 on epoch: 97] +2023-11-25 17:40:20,377 - Saving checkpoint to: logs/2023.11.17-162710/qat_checkpoint.pth.tar +2023-11-25 17:40:20,398 - --- test --------------------- +2023-11-25 17:40:20,398 - 167951 samples (256 per mini-batch) +2023-11-25 17:41:10,888 - Test: [ 100/ 657] Loss 0.000000 Overall Loss 0.013730 +2023-11-25 17:41:59,522 - Test: [ 200/ 657] Loss 0.000000 Overall Loss 0.013698 +2023-11-25 17:42:48,155 - Test: [ 300/ 657] Loss 0.000000 Overall Loss 0.013695 +2023-11-25 17:43:36,802 - Test: [ 400/ 657] Loss 0.000000 Overall Loss 0.013694 +2023-11-25 17:44:25,427 - Test: [ 500/ 657] Loss 0.000000 Overall Loss 0.013701 +2023-11-25 17:45:14,059 - Test: [ 600/ 657] Loss 0.000000 Overall Loss 0.013696 +2023-11-25 17:45:41,339 - Test: [ 657/ 657] Loss 0.000000 Overall Loss 0.013705 +2023-11-25 17:45:41,558 - ==> Overall Loss: 0.014 + +2023-11-25 17:45:42,638 - +2023-11-25 17:45:42,638 - Log file for this run: /home/oguzhanbuyuksolak/Repos/ai8x-training-faceID/logs/2023.11.17-162710/2023.11.17-162710.log diff --git a/trained/ai85-faceid_112-qat.pth.tar b/trained/ai85-faceid_112-qat.pth.tar new file mode 100644 index 00000000..fcc090b0 Binary files /dev/null and b/trained/ai85-faceid_112-qat.pth.tar differ diff --git a/trained/ai85-fakepass-ai85-faceid_112-qat-q.pth.tar b/trained/ai85-fakepass-ai85-faceid_112-qat-q.pth.tar new file mode 100644 index 00000000..57e18a37 Binary files /dev/null and b/trained/ai85-fakepass-ai85-faceid_112-qat-q.pth.tar differ diff --git a/trained/ai87-mobilefacenet_112_qat-q.pth.tar b/trained/ai87-mobilefacenet_112_qat-q.pth.tar new file mode 100644 index 00000000..232dc594 Binary files /dev/null and b/trained/ai87-mobilefacenet_112_qat-q.pth.tar differ diff --git a/trained/ai87-mobilefacenet_112_qat.log b/trained/ai87-mobilefacenet_112_qat.log new file mode 100644 index 00000000..f9826ab9 --- /dev/null +++ b/trained/ai87-mobilefacenet_112_qat.log @@ -0,0 +1,11900 @@ +2023-11-30 01:53:35,653 - Log file for this run: /home/oguzhanbuyuksolak/Repos/pr271/ai8x-training/logs/2023.11.30-015335/2023.11.30-015335.log +2023-11-30 01:53:37,252 - WARNING: kd_student_wt == 0, Overwriting criterion with a dummy loss +2023-11-30 01:53:37,257 - Optimizer Type: +2023-11-30 01:53:37,257 - Optimizer Args: {'lr': 0.001, 'betas': (0.9, 0.999), 'eps': 1e-08, 'weight_decay': 0.0, 'amsgrad': False} +2023-11-30 01:53:43,988 - Dataset sizes: + training=3114790 + validation=167951 + test=167951 +2023-11-30 01:53:43,988 - Reading compression schedule from: policies/schedule-mobilefacenet_112.yaml +2023-11-30 01:53:44,463 - => loading checkpoint pretrained/ir152_dim64/best.pth.tar +2023-11-30 01:53:44,549 - => Checkpoint contents: ++----------------------+-------------+---------+ +| Key | Type | Value | +|----------------------+-------------+---------| +| arch | str | ir_152 | +| compression_sched | dict | | +| epoch | int | 3 | +| extras | dict | | +| optimizer_state_dict | dict | | +| optimizer_type | type | Adam | +| state_dict | OrderedDict | | ++----------------------+-------------+---------+ + +2023-11-30 01:53:44,549 - => Checkpoint['extras'] contents: ++---------------------------+-----------+----------+ +| Key | Type | Value | +|---------------------------+-----------+----------| +| best_epoch | int | 3 | +| best_mAP | int | 0 | +| best_top1 | float | 0.964031 | +| current_mAP | int | 0 | +| current_top1 | float | 0.964031 | +| loss_optimizer_state_dict | dict | | +| loss_weights | Parameter | | ++---------------------------+-----------+----------+ + +2023-11-30 01:53:44,550 - Loaded compression schedule from checkpoint (epoch 3) +2023-11-30 01:53:44,594 - => loaded 'state_dict' from checkpoint 'pretrained/ir152_dim64/best.pth.tar' +2023-11-30 01:53:44,596 - +Student-Teacher knowledge distillation enabled: +2023-11-30 01:53:44,596 - Teacher Model: ir_152 +2023-11-30 01:53:44,596 - Temperature: 1.0 +2023-11-30 01:53:44,596 - Loss Weights (distillation | student | teacher): 1.00 | 0.00 | 0.00 +2023-11-30 01:53:44,596 - Starting from Epoch: 0 +2023-11-30 01:53:44,596 - + +2023-11-30 01:53:44,596 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 01:54:16,787 - Epoch: [0][ 100/31148] Overall Loss 0.029978 Objective Loss 0.000000 Distill Loss 0.029978 LR 0.001000 Time 0.321881 +2023-11-30 01:54:42,471 - Epoch: [0][ 200/31148] Overall Loss 0.029508 Objective Loss 0.000000 Distill Loss 0.029508 LR 0.001000 Time 0.289345 +2023-11-30 01:55:08,218 - Epoch: [0][ 300/31148] Overall Loss 0.029161 Objective Loss 0.000000 Distill Loss 0.029161 LR 0.001000 Time 0.278712 +2023-11-30 01:55:33,971 - Epoch: [0][ 400/31148] Overall Loss 0.028883 Objective Loss 0.000000 Distill Loss 0.028883 LR 0.001000 Time 0.273410 +2023-11-30 01:55:59,723 - Epoch: [0][ 500/31148] Overall Loss 0.028614 Objective Loss 0.000000 Distill Loss 0.028614 LR 0.001000 Time 0.270226 +2023-11-30 01:56:25,494 - Epoch: [0][ 600/31148] Overall Loss 0.028377 Objective Loss 0.000000 Distill Loss 0.028377 LR 0.001000 Time 0.268135 +2023-11-30 01:56:51,209 - Epoch: [0][ 700/31148] Overall Loss 0.028163 Objective Loss 0.000000 Distill Loss 0.028163 LR 0.001000 Time 0.266563 +2023-11-30 01:57:16,952 - Epoch: [0][ 800/31148] Overall Loss 0.027952 Objective Loss 0.000000 Distill Loss 0.027952 LR 0.001000 Time 0.265418 +2023-11-30 01:57:42,654 - Epoch: [0][ 900/31148] Overall Loss 0.027757 Objective Loss 0.000000 Distill Loss 0.027757 LR 0.001000 Time 0.264482 +2023-11-30 01:58:08,400 - Epoch: [0][ 1000/31148] Overall Loss 0.027576 Objective Loss 0.000000 Distill Loss 0.027576 LR 0.001000 Time 0.263777 +2023-11-30 01:58:34,160 - Epoch: [0][ 1100/31148] Overall Loss 0.027407 Objective Loss 0.000000 Distill Loss 0.027407 LR 0.001000 Time 0.263213 +2023-11-30 01:58:59,901 - Epoch: [0][ 1200/31148] Overall Loss 0.027250 Objective Loss 0.000000 Distill Loss 0.027250 LR 0.001000 Time 0.262727 +2023-11-30 01:59:25,656 - Epoch: [0][ 1300/31148] Overall Loss 0.027097 Objective Loss 0.000000 Distill Loss 0.027097 LR 0.001000 Time 0.262327 +2023-11-30 01:59:51,435 - Epoch: [0][ 1400/31148] Overall Loss 0.026955 Objective Loss 0.000000 Distill Loss 0.026955 LR 0.001000 Time 0.262001 +2023-11-30 02:00:17,226 - Epoch: [0][ 1500/31148] Overall Loss 0.026821 Objective Loss 0.000000 Distill Loss 0.026821 LR 0.001000 Time 0.261727 +2023-11-30 02:00:42,975 - Epoch: [0][ 1600/31148] Overall Loss 0.026687 Objective Loss 0.000000 Distill Loss 0.026687 LR 0.001000 Time 0.261460 +2023-11-30 02:01:08,705 - Epoch: [0][ 1700/31148] Overall Loss 0.026562 Objective Loss 0.000000 Distill Loss 0.026562 LR 0.001000 Time 0.261214 +2023-11-30 02:01:34,392 - Epoch: [0][ 1800/31148] Overall Loss 0.026435 Objective Loss 0.000000 Distill Loss 0.026435 LR 0.001000 Time 0.260971 +2023-11-30 02:02:00,126 - Epoch: [0][ 1900/31148] Overall Loss 0.026316 Objective Loss 0.000000 Distill Loss 0.026316 LR 0.001000 Time 0.260779 +2023-11-30 02:02:25,803 - Epoch: [0][ 2000/31148] Overall Loss 0.026205 Objective Loss 0.000000 Distill Loss 0.026205 LR 0.001000 Time 0.260577 +2023-11-30 02:02:51,792 - Epoch: [0][ 2100/31148] Overall Loss 0.026096 Objective Loss 0.000000 Distill Loss 0.026096 LR 0.001000 Time 0.260543 +2023-11-30 02:03:17,491 - Epoch: [0][ 2200/31148] Overall Loss 0.025992 Objective Loss 0.000000 Distill Loss 0.025992 LR 0.001000 Time 0.260380 +2023-11-30 02:03:43,242 - Epoch: [0][ 2300/31148] Overall Loss 0.025892 Objective Loss 0.000000 Distill Loss 0.025892 LR 0.001000 Time 0.260254 +2023-11-30 02:04:09,604 - Epoch: [0][ 2400/31148] Overall Loss 0.025794 Objective Loss 0.000000 Distill Loss 0.025794 LR 0.001000 Time 0.260393 +2023-11-30 02:04:36,028 - Epoch: [0][ 2500/31148] Overall Loss 0.025696 Objective Loss 0.000000 Distill Loss 0.025696 LR 0.001000 Time 0.260546 +2023-11-30 02:05:01,751 - Epoch: [0][ 2600/31148] Overall Loss 0.025605 Objective Loss 0.000000 Distill Loss 0.025605 LR 0.001000 Time 0.260418 +2023-11-30 02:05:27,516 - Epoch: [0][ 2700/31148] Overall Loss 0.025513 Objective Loss 0.000000 Distill Loss 0.025513 LR 0.001000 Time 0.260314 +2023-11-30 02:05:53,240 - Epoch: [0][ 2800/31148] Overall Loss 0.025422 Objective Loss 0.000000 Distill Loss 0.025422 LR 0.001000 Time 0.260203 +2023-11-30 02:06:18,898 - Epoch: [0][ 2900/31148] Overall Loss 0.025335 Objective Loss 0.000000 Distill Loss 0.025335 LR 0.001000 Time 0.260078 +2023-11-30 02:06:44,653 - Epoch: [0][ 3000/31148] Overall Loss 0.025252 Objective Loss 0.000000 Distill Loss 0.025252 LR 0.001000 Time 0.259993 +2023-11-30 02:07:10,448 - Epoch: [0][ 3100/31148] Overall Loss 0.025167 Objective Loss 0.000000 Distill Loss 0.025167 LR 0.001000 Time 0.259926 +2023-11-30 02:07:36,173 - Epoch: [0][ 3200/31148] Overall Loss 0.025086 Objective Loss 0.000000 Distill Loss 0.025086 LR 0.001000 Time 0.259842 +2023-11-30 02:08:01,935 - Epoch: [0][ 3300/31148] Overall Loss 0.025003 Objective Loss 0.000000 Distill Loss 0.025003 LR 0.001000 Time 0.259773 +2023-11-30 02:08:27,661 - Epoch: [0][ 3400/31148] Overall Loss 0.024926 Objective Loss 0.000000 Distill Loss 0.024926 LR 0.001000 Time 0.259699 +2023-11-30 02:08:53,454 - Epoch: [0][ 3500/31148] Overall Loss 0.024850 Objective Loss 0.000000 Distill Loss 0.024850 LR 0.001000 Time 0.259647 +2023-11-30 02:09:19,205 - Epoch: [0][ 3600/31148] Overall Loss 0.024778 Objective Loss 0.000000 Distill Loss 0.024778 LR 0.001000 Time 0.259587 +2023-11-30 02:09:44,931 - Epoch: [0][ 3700/31148] Overall Loss 0.024704 Objective Loss 0.000000 Distill Loss 0.024704 LR 0.001000 Time 0.259524 +2023-11-30 02:10:10,691 - Epoch: [0][ 3800/31148] Overall Loss 0.024631 Objective Loss 0.000000 Distill Loss 0.024631 LR 0.001000 Time 0.259472 +2023-11-30 02:10:36,479 - Epoch: [0][ 3900/31148] Overall Loss 0.024560 Objective Loss 0.000000 Distill Loss 0.024560 LR 0.001000 Time 0.259431 +2023-11-30 02:11:02,175 - Epoch: [0][ 4000/31148] Overall Loss 0.024489 Objective Loss 0.000000 Distill Loss 0.024489 LR 0.001000 Time 0.259368 +2023-11-30 02:11:27,933 - Epoch: [0][ 4100/31148] Overall Loss 0.024421 Objective Loss 0.000000 Distill Loss 0.024421 LR 0.001000 Time 0.259324 +2023-11-30 02:11:53,656 - Epoch: [0][ 4200/31148] Overall Loss 0.024355 Objective Loss 0.000000 Distill Loss 0.024355 LR 0.001000 Time 0.259273 +2023-11-30 02:12:19,434 - Epoch: [0][ 4300/31148] Overall Loss 0.024292 Objective Loss 0.000000 Distill Loss 0.024292 LR 0.001000 Time 0.259238 +2023-11-30 02:12:45,196 - Epoch: [0][ 4400/31148] Overall Loss 0.024227 Objective Loss 0.000000 Distill Loss 0.024227 LR 0.001000 Time 0.259201 +2023-11-30 02:13:10,951 - Epoch: [0][ 4500/31148] Overall Loss 0.024163 Objective Loss 0.000000 Distill Loss 0.024163 LR 0.001000 Time 0.259163 +2023-11-30 02:13:36,703 - Epoch: [0][ 4600/31148] Overall Loss 0.024101 Objective Loss 0.000000 Distill Loss 0.024101 LR 0.001000 Time 0.259127 +2023-11-30 02:14:03,026 - Epoch: [0][ 4700/31148] Overall Loss 0.024039 Objective Loss 0.000000 Distill Loss 0.024039 LR 0.001000 Time 0.259214 +2023-11-30 02:14:28,811 - Epoch: [0][ 4800/31148] Overall Loss 0.023979 Objective Loss 0.000000 Distill Loss 0.023979 LR 0.001000 Time 0.259185 +2023-11-30 02:14:54,561 - Epoch: [0][ 4900/31148] Overall Loss 0.023919 Objective Loss 0.000000 Distill Loss 0.023919 LR 0.001000 Time 0.259150 +2023-11-30 02:15:20,240 - Epoch: [0][ 5000/31148] Overall Loss 0.023861 Objective Loss 0.000000 Distill Loss 0.023861 LR 0.001000 Time 0.259102 +2023-11-30 02:15:45,985 - Epoch: [0][ 5100/31148] Overall Loss 0.023803 Objective Loss 0.000000 Distill Loss 0.023803 LR 0.001000 Time 0.259069 +2023-11-30 02:16:11,733 - Epoch: [0][ 5200/31148] Overall Loss 0.023748 Objective Loss 0.000000 Distill Loss 0.023748 LR 0.001000 Time 0.259038 +2023-11-30 02:16:37,535 - Epoch: [0][ 5300/31148] Overall Loss 0.023691 Objective Loss 0.000000 Distill Loss 0.023691 LR 0.001000 Time 0.259018 +2023-11-30 02:17:03,288 - Epoch: [0][ 5400/31148] Overall Loss 0.023638 Objective Loss 0.000000 Distill Loss 0.023638 LR 0.001000 Time 0.258990 +2023-11-30 02:17:29,001 - Epoch: [0][ 5500/31148] Overall Loss 0.023583 Objective Loss 0.000000 Distill Loss 0.023583 LR 0.001000 Time 0.258956 +2023-11-30 02:17:54,908 - Epoch: [0][ 5600/31148] Overall Loss 0.023529 Objective Loss 0.000000 Distill Loss 0.023529 LR 0.001000 Time 0.258958 +2023-11-30 02:18:20,650 - Epoch: [0][ 5700/31148] Overall Loss 0.023477 Objective Loss 0.000000 Distill Loss 0.023477 LR 0.001000 Time 0.258930 +2023-11-30 02:18:46,340 - Epoch: [0][ 5800/31148] Overall Loss 0.023423 Objective Loss 0.000000 Distill Loss 0.023423 LR 0.001000 Time 0.258895 +2023-11-30 02:19:12,105 - Epoch: [0][ 5900/31148] Overall Loss 0.023370 Objective Loss 0.000000 Distill Loss 0.023370 LR 0.001000 Time 0.258873 +2023-11-30 02:19:37,867 - Epoch: [0][ 6000/31148] Overall Loss 0.023320 Objective Loss 0.000000 Distill Loss 0.023320 LR 0.001000 Time 0.258852 +2023-11-30 02:20:03,634 - Epoch: [0][ 6100/31148] Overall Loss 0.023270 Objective Loss 0.000000 Distill Loss 0.023270 LR 0.001000 Time 0.258832 +2023-11-30 02:20:29,336 - Epoch: [0][ 6200/31148] Overall Loss 0.023218 Objective Loss 0.000000 Distill Loss 0.023218 LR 0.001000 Time 0.258803 +2023-11-30 02:20:55,138 - Epoch: [0][ 6300/31148] Overall Loss 0.023169 Objective Loss 0.000000 Distill Loss 0.023169 LR 0.001000 Time 0.258790 +2023-11-30 02:21:20,849 - Epoch: [0][ 6400/31148] Overall Loss 0.023121 Objective Loss 0.000000 Distill Loss 0.023121 LR 0.001000 Time 0.258763 +2023-11-30 02:21:46,595 - Epoch: [0][ 6500/31148] Overall Loss 0.023072 Objective Loss 0.000000 Distill Loss 0.023072 LR 0.001000 Time 0.258742 +2023-11-30 02:22:12,354 - Epoch: [0][ 6600/31148] Overall Loss 0.023024 Objective Loss 0.000000 Distill Loss 0.023024 LR 0.001000 Time 0.258725 +2023-11-30 02:22:38,072 - Epoch: [0][ 6700/31148] Overall Loss 0.022978 Objective Loss 0.000000 Distill Loss 0.022978 LR 0.001000 Time 0.258701 +2023-11-30 02:23:03,802 - Epoch: [0][ 6800/31148] Overall Loss 0.022933 Objective Loss 0.000000 Distill Loss 0.022933 LR 0.001000 Time 0.258680 +2023-11-30 02:23:29,561 - Epoch: [0][ 6900/31148] Overall Loss 0.022887 Objective Loss 0.000000 Distill Loss 0.022887 LR 0.001000 Time 0.258664 +2023-11-30 02:23:55,271 - Epoch: [0][ 7000/31148] Overall Loss 0.022841 Objective Loss 0.000000 Distill Loss 0.022841 LR 0.001000 Time 0.258641 +2023-11-30 02:24:21,060 - Epoch: [0][ 7100/31148] Overall Loss 0.022797 Objective Loss 0.000000 Distill Loss 0.022797 LR 0.001000 Time 0.258630 +2023-11-30 02:24:46,832 - Epoch: [0][ 7200/31148] Overall Loss 0.022754 Objective Loss 0.000000 Distill Loss 0.022754 LR 0.001000 Time 0.258617 +2023-11-30 02:25:12,646 - Epoch: [0][ 7300/31148] Overall Loss 0.022711 Objective Loss 0.000000 Distill Loss 0.022711 LR 0.001000 Time 0.258610 +2023-11-30 02:25:38,399 - Epoch: [0][ 7400/31148] Overall Loss 0.022668 Objective Loss 0.000000 Distill Loss 0.022668 LR 0.001000 Time 0.258595 +2023-11-30 02:26:04,143 - Epoch: [0][ 7500/31148] Overall Loss 0.022626 Objective Loss 0.000000 Distill Loss 0.022626 LR 0.001000 Time 0.258580 +2023-11-30 02:26:29,899 - Epoch: [0][ 7600/31148] Overall Loss 0.022584 Objective Loss 0.000000 Distill Loss 0.022584 LR 0.001000 Time 0.258566 +2023-11-30 02:26:55,644 - Epoch: [0][ 7700/31148] Overall Loss 0.022542 Objective Loss 0.000000 Distill Loss 0.022542 LR 0.001000 Time 0.258551 +2023-11-30 02:27:21,329 - Epoch: [0][ 7800/31148] Overall Loss 0.022499 Objective Loss 0.000000 Distill Loss 0.022499 LR 0.001000 Time 0.258529 +2023-11-30 02:27:47,097 - Epoch: [0][ 7900/31148] Overall Loss 0.022458 Objective Loss 0.000000 Distill Loss 0.022458 LR 0.001000 Time 0.258518 +2023-11-30 02:28:12,870 - Epoch: [0][ 8000/31148] Overall Loss 0.022416 Objective Loss 0.000000 Distill Loss 0.022416 LR 0.001000 Time 0.258508 +2023-11-30 02:28:39,262 - Epoch: [0][ 8100/31148] Overall Loss 0.022377 Objective Loss 0.000000 Distill Loss 0.022377 LR 0.001000 Time 0.258574 +2023-11-30 02:29:05,036 - Epoch: [0][ 8200/31148] Overall Loss 0.022337 Objective Loss 0.000000 Distill Loss 0.022337 LR 0.001000 Time 0.258564 +2023-11-30 02:29:30,852 - Epoch: [0][ 8300/31148] Overall Loss 0.022299 Objective Loss 0.000000 Distill Loss 0.022299 LR 0.001000 Time 0.258559 +2023-11-30 02:29:56,647 - Epoch: [0][ 8400/31148] Overall Loss 0.022260 Objective Loss 0.000000 Distill Loss 0.022260 LR 0.001000 Time 0.258551 +2023-11-30 02:30:22,391 - Epoch: [0][ 8500/31148] Overall Loss 0.022222 Objective Loss 0.000000 Distill Loss 0.022222 LR 0.001000 Time 0.258538 +2023-11-30 02:30:48,149 - Epoch: [0][ 8600/31148] Overall Loss 0.022184 Objective Loss 0.000000 Distill Loss 0.022184 LR 0.001000 Time 0.258526 +2023-11-30 02:31:13,953 - Epoch: [0][ 8700/31148] Overall Loss 0.022147 Objective Loss 0.000000 Distill Loss 0.022147 LR 0.001000 Time 0.258520 +2023-11-30 02:31:39,729 - Epoch: [0][ 8800/31148] Overall Loss 0.022110 Objective Loss 0.000000 Distill Loss 0.022110 LR 0.001000 Time 0.258511 +2023-11-30 02:32:05,437 - Epoch: [0][ 8900/31148] Overall Loss 0.022073 Objective Loss 0.000000 Distill Loss 0.022073 LR 0.001000 Time 0.258495 +2023-11-30 02:32:31,171 - Epoch: [0][ 9000/31148] Overall Loss 0.022036 Objective Loss 0.000000 Distill Loss 0.022036 LR 0.001000 Time 0.258482 +2023-11-30 02:32:56,920 - Epoch: [0][ 9100/31148] Overall Loss 0.022000 Objective Loss 0.000000 Distill Loss 0.022000 LR 0.001000 Time 0.258471 +2023-11-30 02:33:22,670 - Epoch: [0][ 9200/31148] Overall Loss 0.021964 Objective Loss 0.000000 Distill Loss 0.021964 LR 0.001000 Time 0.258460 +2023-11-30 02:33:48,442 - Epoch: [0][ 9300/31148] Overall Loss 0.021930 Objective Loss 0.000000 Distill Loss 0.021930 LR 0.001000 Time 0.258452 +2023-11-30 02:34:14,146 - Epoch: [0][ 9400/31148] Overall Loss 0.021894 Objective Loss 0.000000 Distill Loss 0.021894 LR 0.001000 Time 0.258436 +2023-11-30 02:34:40,219 - Epoch: [0][ 9500/31148] Overall Loss 0.021858 Objective Loss 0.000000 Distill Loss 0.021858 LR 0.001000 Time 0.258460 +2023-11-30 02:35:05,930 - Epoch: [0][ 9600/31148] Overall Loss 0.021825 Objective Loss 0.000000 Distill Loss 0.021825 LR 0.001000 Time 0.258446 +2023-11-30 02:35:31,663 - Epoch: [0][ 9700/31148] Overall Loss 0.021791 Objective Loss 0.000000 Distill Loss 0.021791 LR 0.001000 Time 0.258434 +2023-11-30 02:35:57,388 - Epoch: [0][ 9800/31148] Overall Loss 0.021758 Objective Loss 0.000000 Distill Loss 0.021758 LR 0.001000 Time 0.258422 +2023-11-30 02:36:23,157 - Epoch: [0][ 9900/31148] Overall Loss 0.021724 Objective Loss 0.000000 Distill Loss 0.021724 LR 0.001000 Time 0.258414 +2023-11-30 02:36:48,926 - Epoch: [0][10000/31148] Overall Loss 0.021691 Objective Loss 0.000000 Distill Loss 0.021691 LR 0.001000 Time 0.258407 +2023-11-30 02:37:14,616 - Epoch: [0][10100/31148] Overall Loss 0.021659 Objective Loss 0.000000 Distill Loss 0.021659 LR 0.001000 Time 0.258391 +2023-11-30 02:37:40,337 - Epoch: [0][10200/31148] Overall Loss 0.021626 Objective Loss 0.000000 Distill Loss 0.021626 LR 0.001000 Time 0.258380 +2023-11-30 02:38:06,089 - Epoch: [0][10300/31148] Overall Loss 0.021594 Objective Loss 0.000000 Distill Loss 0.021594 LR 0.001000 Time 0.258371 +2023-11-30 02:38:31,811 - Epoch: [0][10400/31148] Overall Loss 0.021562 Objective Loss 0.000000 Distill Loss 0.021562 LR 0.001000 Time 0.258360 +2023-11-30 02:38:57,486 - Epoch: [0][10500/31148] Overall Loss 0.021530 Objective Loss 0.000000 Distill Loss 0.021530 LR 0.001000 Time 0.258344 +2023-11-30 02:39:23,205 - Epoch: [0][10600/31148] Overall Loss 0.021499 Objective Loss 0.000000 Distill Loss 0.021499 LR 0.001000 Time 0.258333 +2023-11-30 02:39:48,925 - Epoch: [0][10700/31148] Overall Loss 0.021467 Objective Loss 0.000000 Distill Loss 0.021467 LR 0.001000 Time 0.258322 +2023-11-30 02:40:15,651 - Epoch: [0][10800/31148] Overall Loss 0.021436 Objective Loss 0.000000 Distill Loss 0.021436 LR 0.001000 Time 0.258405 +2023-11-30 02:40:41,840 - Epoch: [0][10900/31148] Overall Loss 0.021406 Objective Loss 0.000000 Distill Loss 0.021406 LR 0.001000 Time 0.258436 +2023-11-30 02:41:07,601 - Epoch: [0][11000/31148] Overall Loss 0.021375 Objective Loss 0.000000 Distill Loss 0.021375 LR 0.001000 Time 0.258429 +2023-11-30 02:41:33,293 - Epoch: [0][11100/31148] Overall Loss 0.021344 Objective Loss 0.000000 Distill Loss 0.021344 LR 0.001000 Time 0.258415 +2023-11-30 02:42:01,494 - Epoch: [0][11200/31148] Overall Loss 0.021313 Objective Loss 0.000000 Distill Loss 0.021313 LR 0.001000 Time 0.258625 +2023-11-30 02:42:27,212 - Epoch: [0][11300/31148] Overall Loss 0.021284 Objective Loss 0.000000 Distill Loss 0.021284 LR 0.001000 Time 0.258612 +2023-11-30 02:42:52,993 - Epoch: [0][11400/31148] Overall Loss 0.021255 Objective Loss 0.000000 Distill Loss 0.021255 LR 0.001000 Time 0.258605 +2023-11-30 02:43:18,781 - Epoch: [0][11500/31148] Overall Loss 0.021227 Objective Loss 0.000000 Distill Loss 0.021227 LR 0.001000 Time 0.258598 +2023-11-30 02:43:44,521 - Epoch: [0][11600/31148] Overall Loss 0.021198 Objective Loss 0.000000 Distill Loss 0.021198 LR 0.001000 Time 0.258588 +2023-11-30 02:44:10,302 - Epoch: [0][11700/31148] Overall Loss 0.021168 Objective Loss 0.000000 Distill Loss 0.021168 LR 0.001000 Time 0.258581 +2023-11-30 02:44:36,047 - Epoch: [0][11800/31148] Overall Loss 0.021140 Objective Loss 0.000000 Distill Loss 0.021140 LR 0.001000 Time 0.258571 +2023-11-30 02:45:01,811 - Epoch: [0][11900/31148] Overall Loss 0.021112 Objective Loss 0.000000 Distill Loss 0.021112 LR 0.001000 Time 0.258563 +2023-11-30 02:45:27,502 - Epoch: [0][12000/31148] Overall Loss 0.021084 Objective Loss 0.000000 Distill Loss 0.021084 LR 0.001000 Time 0.258549 +2023-11-30 02:45:53,307 - Epoch: [0][12100/31148] Overall Loss 0.021056 Objective Loss 0.000000 Distill Loss 0.021056 LR 0.001000 Time 0.258545 +2023-11-30 02:46:19,061 - Epoch: [0][12200/31148] Overall Loss 0.021028 Objective Loss 0.000000 Distill Loss 0.021028 LR 0.001000 Time 0.258536 +2023-11-30 02:46:44,788 - Epoch: [0][12300/31148] Overall Loss 0.021001 Objective Loss 0.000000 Distill Loss 0.021001 LR 0.001000 Time 0.258526 +2023-11-30 02:47:10,517 - Epoch: [0][12400/31148] Overall Loss 0.020973 Objective Loss 0.000000 Distill Loss 0.020973 LR 0.001000 Time 0.258516 +2023-11-30 02:47:36,292 - Epoch: [0][12500/31148] Overall Loss 0.020946 Objective Loss 0.000000 Distill Loss 0.020946 LR 0.001000 Time 0.258509 +2023-11-30 02:48:02,043 - Epoch: [0][12600/31148] Overall Loss 0.020919 Objective Loss 0.000000 Distill Loss 0.020919 LR 0.001000 Time 0.258501 +2023-11-30 02:48:27,800 - Epoch: [0][12700/31148] Overall Loss 0.020892 Objective Loss 0.000000 Distill Loss 0.020892 LR 0.001000 Time 0.258494 +2023-11-30 02:48:53,575 - Epoch: [0][12800/31148] Overall Loss 0.020866 Objective Loss 0.000000 Distill Loss 0.020866 LR 0.001000 Time 0.258488 +2023-11-30 02:49:19,314 - Epoch: [0][12900/31148] Overall Loss 0.020840 Objective Loss 0.000000 Distill Loss 0.020840 LR 0.001000 Time 0.258479 +2023-11-30 02:49:45,027 - Epoch: [0][13000/31148] Overall Loss 0.020815 Objective Loss 0.000000 Distill Loss 0.020815 LR 0.001000 Time 0.258468 +2023-11-30 02:50:10,846 - Epoch: [0][13100/31148] Overall Loss 0.020789 Objective Loss 0.000000 Distill Loss 0.020789 LR 0.001000 Time 0.258466 +2023-11-30 02:50:36,638 - Epoch: [0][13200/31148] Overall Loss 0.020764 Objective Loss 0.000000 Distill Loss 0.020764 LR 0.001000 Time 0.258462 +2023-11-30 02:51:02,380 - Epoch: [0][13300/31148] Overall Loss 0.020739 Objective Loss 0.000000 Distill Loss 0.020739 LR 0.001000 Time 0.258454 +2023-11-30 02:51:28,161 - Epoch: [0][13400/31148] Overall Loss 0.020713 Objective Loss 0.000000 Distill Loss 0.020713 LR 0.001000 Time 0.258449 +2023-11-30 02:51:53,926 - Epoch: [0][13500/31148] Overall Loss 0.020687 Objective Loss 0.000000 Distill Loss 0.020687 LR 0.001000 Time 0.258442 +2023-11-30 02:52:19,719 - Epoch: [0][13600/31148] Overall Loss 0.020663 Objective Loss 0.000000 Distill Loss 0.020663 LR 0.001000 Time 0.258438 +2023-11-30 02:52:45,498 - Epoch: [0][13700/31148] Overall Loss 0.020638 Objective Loss 0.000000 Distill Loss 0.020638 LR 0.001000 Time 0.258434 +2023-11-30 02:53:11,236 - Epoch: [0][13800/31148] Overall Loss 0.020613 Objective Loss 0.000000 Distill Loss 0.020613 LR 0.001000 Time 0.258426 +2023-11-30 02:53:37,021 - Epoch: [0][13900/31148] Overall Loss 0.020589 Objective Loss 0.000000 Distill Loss 0.020589 LR 0.001000 Time 0.258421 +2023-11-30 02:54:02,793 - Epoch: [0][14000/31148] Overall Loss 0.020565 Objective Loss 0.000000 Distill Loss 0.020565 LR 0.001000 Time 0.258416 +2023-11-30 02:54:28,542 - Epoch: [0][14100/31148] Overall Loss 0.020541 Objective Loss 0.000000 Distill Loss 0.020541 LR 0.001000 Time 0.258409 +2023-11-30 02:54:54,266 - Epoch: [0][14200/31148] Overall Loss 0.020517 Objective Loss 0.000000 Distill Loss 0.020517 LR 0.001000 Time 0.258401 +2023-11-30 02:55:20,020 - Epoch: [0][14300/31148] Overall Loss 0.020493 Objective Loss 0.000000 Distill Loss 0.020493 LR 0.001000 Time 0.258395 +2023-11-30 02:55:45,706 - Epoch: [0][14400/31148] Overall Loss 0.020468 Objective Loss 0.000000 Distill Loss 0.020468 LR 0.001000 Time 0.258384 +2023-11-30 02:56:12,099 - Epoch: [0][14500/31148] Overall Loss 0.020445 Objective Loss 0.000000 Distill Loss 0.020445 LR 0.001000 Time 0.258422 +2023-11-30 02:56:38,299 - Epoch: [0][14600/31148] Overall Loss 0.020421 Objective Loss 0.000000 Distill Loss 0.020421 LR 0.001000 Time 0.258446 +2023-11-30 02:57:04,027 - Epoch: [0][14700/31148] Overall Loss 0.020398 Objective Loss 0.000000 Distill Loss 0.020398 LR 0.001000 Time 0.258438 +2023-11-30 02:57:29,765 - Epoch: [0][14800/31148] Overall Loss 0.020375 Objective Loss 0.000000 Distill Loss 0.020375 LR 0.001000 Time 0.258431 +2023-11-30 02:57:55,470 - Epoch: [0][14900/31148] Overall Loss 0.020352 Objective Loss 0.000000 Distill Loss 0.020352 LR 0.001000 Time 0.258422 +2023-11-30 02:58:21,262 - Epoch: [0][15000/31148] Overall Loss 0.020329 Objective Loss 0.000000 Distill Loss 0.020329 LR 0.001000 Time 0.258418 +2023-11-30 02:58:46,994 - Epoch: [0][15100/31148] Overall Loss 0.020307 Objective Loss 0.000000 Distill Loss 0.020307 LR 0.001000 Time 0.258411 +2023-11-30 02:59:12,706 - Epoch: [0][15200/31148] Overall Loss 0.020285 Objective Loss 0.000000 Distill Loss 0.020285 LR 0.001000 Time 0.258402 +2023-11-30 02:59:38,468 - Epoch: [0][15300/31148] Overall Loss 0.020263 Objective Loss 0.000000 Distill Loss 0.020263 LR 0.001000 Time 0.258397 +2023-11-30 03:00:04,188 - Epoch: [0][15400/31148] Overall Loss 0.020240 Objective Loss 0.000000 Distill Loss 0.020240 LR 0.001000 Time 0.258389 +2023-11-30 03:00:29,935 - Epoch: [0][15500/31148] Overall Loss 0.020219 Objective Loss 0.000000 Distill Loss 0.020219 LR 0.001000 Time 0.258383 +2023-11-30 03:00:55,684 - Epoch: [0][15600/31148] Overall Loss 0.020197 Objective Loss 0.000000 Distill Loss 0.020197 LR 0.001000 Time 0.258377 +2023-11-30 03:01:21,424 - Epoch: [0][15700/31148] Overall Loss 0.020175 Objective Loss 0.000000 Distill Loss 0.020175 LR 0.001000 Time 0.258370 +2023-11-30 03:01:47,175 - Epoch: [0][15800/31148] Overall Loss 0.020154 Objective Loss 0.000000 Distill Loss 0.020154 LR 0.001000 Time 0.258365 +2023-11-30 03:02:12,953 - Epoch: [0][15900/31148] Overall Loss 0.020132 Objective Loss 0.000000 Distill Loss 0.020132 LR 0.001000 Time 0.258361 +2023-11-30 03:02:38,737 - Epoch: [0][16000/31148] Overall Loss 0.020111 Objective Loss 0.000000 Distill Loss 0.020111 LR 0.001000 Time 0.258357 +2023-11-30 03:03:04,472 - Epoch: [0][16100/31148] Overall Loss 0.020089 Objective Loss 0.000000 Distill Loss 0.020089 LR 0.001000 Time 0.258351 +2023-11-30 03:03:30,256 - Epoch: [0][16200/31148] Overall Loss 0.020069 Objective Loss 0.000000 Distill Loss 0.020069 LR 0.001000 Time 0.258348 +2023-11-30 03:03:55,962 - Epoch: [0][16300/31148] Overall Loss 0.020047 Objective Loss 0.000000 Distill Loss 0.020047 LR 0.001000 Time 0.258340 +2023-11-30 03:04:21,696 - Epoch: [0][16400/31148] Overall Loss 0.020027 Objective Loss 0.000000 Distill Loss 0.020027 LR 0.001000 Time 0.258333 +2023-11-30 03:04:47,474 - Epoch: [0][16500/31148] Overall Loss 0.020005 Objective Loss 0.000000 Distill Loss 0.020005 LR 0.001000 Time 0.258330 +2023-11-30 03:05:13,214 - Epoch: [0][16600/31148] Overall Loss 0.019985 Objective Loss 0.000000 Distill Loss 0.019985 LR 0.001000 Time 0.258324 +2023-11-30 03:05:38,990 - Epoch: [0][16700/31148] Overall Loss 0.019964 Objective Loss 0.000000 Distill Loss 0.019964 LR 0.001000 Time 0.258320 +2023-11-30 03:06:04,731 - Epoch: [0][16800/31148] Overall Loss 0.019943 Objective Loss 0.000000 Distill Loss 0.019943 LR 0.001000 Time 0.258315 +2023-11-30 03:06:30,485 - Epoch: [0][16900/31148] Overall Loss 0.019923 Objective Loss 0.000000 Distill Loss 0.019923 LR 0.001000 Time 0.258310 +2023-11-30 03:06:56,225 - Epoch: [0][17000/31148] Overall Loss 0.019902 Objective Loss 0.000000 Distill Loss 0.019902 LR 0.001000 Time 0.258305 +2023-11-30 03:07:21,961 - Epoch: [0][17100/31148] Overall Loss 0.019882 Objective Loss 0.000000 Distill Loss 0.019882 LR 0.001000 Time 0.258299 +2023-11-30 03:07:47,700 - Epoch: [0][17200/31148] Overall Loss 0.019862 Objective Loss 0.000000 Distill Loss 0.019862 LR 0.001000 Time 0.258294 +2023-11-30 03:08:13,425 - Epoch: [0][17300/31148] Overall Loss 0.019842 Objective Loss 0.000000 Distill Loss 0.019842 LR 0.001000 Time 0.258287 +2023-11-30 03:08:39,121 - Epoch: [0][17400/31148] Overall Loss 0.019823 Objective Loss 0.000000 Distill Loss 0.019823 LR 0.001000 Time 0.258280 +2023-11-30 03:09:04,894 - Epoch: [0][17500/31148] Overall Loss 0.019803 Objective Loss 0.000000 Distill Loss 0.019803 LR 0.001000 Time 0.258276 +2023-11-30 03:09:30,609 - Epoch: [0][17600/31148] Overall Loss 0.019782 Objective Loss 0.000000 Distill Loss 0.019782 LR 0.001000 Time 0.258270 +2023-11-30 03:09:56,358 - Epoch: [0][17700/31148] Overall Loss 0.019763 Objective Loss 0.000000 Distill Loss 0.019763 LR 0.001000 Time 0.258265 +2023-11-30 03:10:22,114 - Epoch: [0][17800/31148] Overall Loss 0.019743 Objective Loss 0.000000 Distill Loss 0.019743 LR 0.001000 Time 0.258261 +2023-11-30 03:10:47,826 - Epoch: [0][17900/31148] Overall Loss 0.019723 Objective Loss 0.000000 Distill Loss 0.019723 LR 0.001000 Time 0.258255 +2023-11-30 03:11:13,594 - Epoch: [0][18000/31148] Overall Loss 0.019703 Objective Loss 0.000000 Distill Loss 0.019703 LR 0.001000 Time 0.258251 +2023-11-30 03:11:40,060 - Epoch: [0][18100/31148] Overall Loss 0.019684 Objective Loss 0.000000 Distill Loss 0.019684 LR 0.001000 Time 0.258286 +2023-11-30 03:12:05,783 - Epoch: [0][18200/31148] Overall Loss 0.019665 Objective Loss 0.000000 Distill Loss 0.019665 LR 0.001000 Time 0.258280 +2023-11-30 03:12:31,531 - Epoch: [0][18300/31148] Overall Loss 0.019645 Objective Loss 0.000000 Distill Loss 0.019645 LR 0.001000 Time 0.258276 +2023-11-30 03:12:57,215 - Epoch: [0][18400/31148] Overall Loss 0.019627 Objective Loss 0.000000 Distill Loss 0.019627 LR 0.001000 Time 0.258268 +2023-11-30 03:13:22,939 - Epoch: [0][18500/31148] Overall Loss 0.019607 Objective Loss 0.000000 Distill Loss 0.019607 LR 0.001000 Time 0.258262 +2023-11-30 03:13:48,677 - Epoch: [0][18600/31148] Overall Loss 0.019589 Objective Loss 0.000000 Distill Loss 0.019589 LR 0.001000 Time 0.258257 +2023-11-30 03:14:14,378 - Epoch: [0][18700/31148] Overall Loss 0.019570 Objective Loss 0.000000 Distill Loss 0.019570 LR 0.001000 Time 0.258251 +2023-11-30 03:14:40,375 - Epoch: [0][18800/31148] Overall Loss 0.019551 Objective Loss 0.000000 Distill Loss 0.019551 LR 0.001000 Time 0.258260 +2023-11-30 03:15:06,108 - Epoch: [0][18900/31148] Overall Loss 0.019533 Objective Loss 0.000000 Distill Loss 0.019533 LR 0.001000 Time 0.258255 +2023-11-30 03:15:31,891 - Epoch: [0][19000/31148] Overall Loss 0.019514 Objective Loss 0.000000 Distill Loss 0.019514 LR 0.001000 Time 0.258252 +2023-11-30 03:15:57,675 - Epoch: [0][19100/31148] Overall Loss 0.019495 Objective Loss 0.000000 Distill Loss 0.019495 LR 0.001000 Time 0.258250 +2023-11-30 03:16:23,420 - Epoch: [0][19200/31148] Overall Loss 0.019478 Objective Loss 0.000000 Distill Loss 0.019478 LR 0.001000 Time 0.258246 +2023-11-30 03:16:49,103 - Epoch: [0][19300/31148] Overall Loss 0.019460 Objective Loss 0.000000 Distill Loss 0.019460 LR 0.001000 Time 0.258238 +2023-11-30 03:17:14,865 - Epoch: [0][19400/31148] Overall Loss 0.019442 Objective Loss 0.000000 Distill Loss 0.019442 LR 0.001000 Time 0.258235 +2023-11-30 03:17:40,578 - Epoch: [0][19500/31148] Overall Loss 0.019425 Objective Loss 0.000000 Distill Loss 0.019425 LR 0.001000 Time 0.258229 +2023-11-30 03:18:06,290 - Epoch: [0][19600/31148] Overall Loss 0.019407 Objective Loss 0.000000 Distill Loss 0.019407 LR 0.001000 Time 0.258223 +2023-11-30 03:18:32,064 - Epoch: [0][19700/31148] Overall Loss 0.019389 Objective Loss 0.000000 Distill Loss 0.019389 LR 0.001000 Time 0.258221 +2023-11-30 03:18:58,371 - Epoch: [0][19800/31148] Overall Loss 0.019372 Objective Loss 0.000000 Distill Loss 0.019372 LR 0.001000 Time 0.258245 +2023-11-30 03:19:24,185 - Epoch: [0][19900/31148] Overall Loss 0.019354 Objective Loss 0.000000 Distill Loss 0.019354 LR 0.001000 Time 0.258244 +2023-11-30 03:19:50,620 - Epoch: [0][20000/31148] Overall Loss 0.019337 Objective Loss 0.000000 Distill Loss 0.019337 LR 0.001000 Time 0.258275 +2023-11-30 03:20:16,375 - Epoch: [0][20100/31148] Overall Loss 0.019319 Objective Loss 0.000000 Distill Loss 0.019319 LR 0.001000 Time 0.258271 +2023-11-30 03:20:42,070 - Epoch: [0][20200/31148] Overall Loss 0.019302 Objective Loss 0.000000 Distill Loss 0.019302 LR 0.001000 Time 0.258264 +2023-11-30 03:21:07,837 - Epoch: [0][20300/31148] Overall Loss 0.019285 Objective Loss 0.000000 Distill Loss 0.019285 LR 0.001000 Time 0.258261 +2023-11-30 03:21:33,587 - Epoch: [0][20400/31148] Overall Loss 0.019267 Objective Loss 0.000000 Distill Loss 0.019267 LR 0.001000 Time 0.258257 +2023-11-30 03:21:59,321 - Epoch: [0][20500/31148] Overall Loss 0.019250 Objective Loss 0.000000 Distill Loss 0.019250 LR 0.001000 Time 0.258253 +2023-11-30 03:22:25,130 - Epoch: [0][20600/31148] Overall Loss 0.019232 Objective Loss 0.000000 Distill Loss 0.019232 LR 0.001000 Time 0.258252 +2023-11-30 03:22:51,106 - Epoch: [0][20700/31148] Overall Loss 0.019215 Objective Loss 0.000000 Distill Loss 0.019215 LR 0.001000 Time 0.258259 +2023-11-30 03:23:16,810 - Epoch: [0][20800/31148] Overall Loss 0.019198 Objective Loss 0.000000 Distill Loss 0.019198 LR 0.001000 Time 0.258253 +2023-11-30 03:23:42,557 - Epoch: [0][20900/31148] Overall Loss 0.019181 Objective Loss 0.000000 Distill Loss 0.019181 LR 0.001000 Time 0.258249 +2023-11-30 03:24:08,306 - Epoch: [0][21000/31148] Overall Loss 0.019165 Objective Loss 0.000000 Distill Loss 0.019165 LR 0.001000 Time 0.258245 +2023-11-30 03:24:34,041 - Epoch: [0][21100/31148] Overall Loss 0.019148 Objective Loss 0.000000 Distill Loss 0.019148 LR 0.001000 Time 0.258241 +2023-11-30 03:24:59,789 - Epoch: [0][21200/31148] Overall Loss 0.019132 Objective Loss 0.000000 Distill Loss 0.019132 LR 0.001000 Time 0.258237 +2023-11-30 03:25:25,718 - Epoch: [0][21300/31148] Overall Loss 0.019115 Objective Loss 0.000000 Distill Loss 0.019115 LR 0.001000 Time 0.258242 +2023-11-30 03:25:51,748 - Epoch: [0][21400/31148] Overall Loss 0.019099 Objective Loss 0.000000 Distill Loss 0.019099 LR 0.001000 Time 0.258252 +2023-11-30 03:26:17,484 - Epoch: [0][21500/31148] Overall Loss 0.019083 Objective Loss 0.000000 Distill Loss 0.019083 LR 0.001000 Time 0.258247 +2023-11-30 03:26:43,188 - Epoch: [0][21600/31148] Overall Loss 0.019066 Objective Loss 0.000000 Distill Loss 0.019066 LR 0.001000 Time 0.258242 +2023-11-30 03:27:08,910 - Epoch: [0][21700/31148] Overall Loss 0.019051 Objective Loss 0.000000 Distill Loss 0.019051 LR 0.001000 Time 0.258237 +2023-11-30 03:27:34,628 - Epoch: [0][21800/31148] Overall Loss 0.019034 Objective Loss 0.000000 Distill Loss 0.019034 LR 0.001000 Time 0.258232 +2023-11-30 03:28:00,414 - Epoch: [0][21900/31148] Overall Loss 0.019018 Objective Loss 0.000000 Distill Loss 0.019018 LR 0.001000 Time 0.258230 +2023-11-30 03:28:26,142 - Epoch: [0][22000/31148] Overall Loss 0.019003 Objective Loss 0.000000 Distill Loss 0.019003 LR 0.001000 Time 0.258226 +2023-11-30 03:28:51,904 - Epoch: [0][22100/31148] Overall Loss 0.018987 Objective Loss 0.000000 Distill Loss 0.018987 LR 0.001000 Time 0.258223 +2023-11-30 03:29:17,751 - Epoch: [0][22200/31148] Overall Loss 0.018971 Objective Loss 0.000000 Distill Loss 0.018971 LR 0.001000 Time 0.258224 +2023-11-30 03:29:43,510 - Epoch: [0][22300/31148] Overall Loss 0.018955 Objective Loss 0.000000 Distill Loss 0.018955 LR 0.001000 Time 0.258221 +2023-11-30 03:30:09,266 - Epoch: [0][22400/31148] Overall Loss 0.018939 Objective Loss 0.000000 Distill Loss 0.018939 LR 0.001000 Time 0.258218 +2023-11-30 03:30:35,005 - Epoch: [0][22500/31148] Overall Loss 0.018923 Objective Loss 0.000000 Distill Loss 0.018923 LR 0.001000 Time 0.258214 +2023-11-30 03:31:00,790 - Epoch: [0][22600/31148] Overall Loss 0.018907 Objective Loss 0.000000 Distill Loss 0.018907 LR 0.001000 Time 0.258212 +2023-11-30 03:31:26,523 - Epoch: [0][22700/31148] Overall Loss 0.018891 Objective Loss 0.000000 Distill Loss 0.018891 LR 0.001000 Time 0.258208 +2023-11-30 03:31:52,293 - Epoch: [0][22800/31148] Overall Loss 0.018876 Objective Loss 0.000000 Distill Loss 0.018876 LR 0.001000 Time 0.258206 +2023-11-30 03:32:18,077 - Epoch: [0][22900/31148] Overall Loss 0.018860 Objective Loss 0.000000 Distill Loss 0.018860 LR 0.001000 Time 0.258204 +2023-11-30 03:32:43,822 - Epoch: [0][23000/31148] Overall Loss 0.018845 Objective Loss 0.000000 Distill Loss 0.018845 LR 0.001000 Time 0.258201 +2023-11-30 03:33:09,580 - Epoch: [0][23100/31148] Overall Loss 0.018830 Objective Loss 0.000000 Distill Loss 0.018830 LR 0.001000 Time 0.258198 +2023-11-30 03:33:35,303 - Epoch: [0][23200/31148] Overall Loss 0.018815 Objective Loss 0.000000 Distill Loss 0.018815 LR 0.001000 Time 0.258194 +2023-11-30 03:34:00,991 - Epoch: [0][23300/31148] Overall Loss 0.018800 Objective Loss 0.000000 Distill Loss 0.018800 LR 0.001000 Time 0.258188 +2023-11-30 03:34:26,711 - Epoch: [0][23400/31148] Overall Loss 0.018785 Objective Loss 0.000000 Distill Loss 0.018785 LR 0.001000 Time 0.258184 +2023-11-30 03:34:52,451 - Epoch: [0][23500/31148] Overall Loss 0.018770 Objective Loss 0.000000 Distill Loss 0.018770 LR 0.001000 Time 0.258180 +2023-11-30 03:35:18,227 - Epoch: [0][23600/31148] Overall Loss 0.018755 Objective Loss 0.000000 Distill Loss 0.018755 LR 0.001000 Time 0.258178 +2023-11-30 03:35:43,990 - Epoch: [0][23700/31148] Overall Loss 0.018740 Objective Loss 0.000000 Distill Loss 0.018740 LR 0.001000 Time 0.258176 +2023-11-30 03:36:10,388 - Epoch: [0][23800/31148] Overall Loss 0.018725 Objective Loss 0.000000 Distill Loss 0.018725 LR 0.001000 Time 0.258200 +2023-11-30 03:36:36,162 - Epoch: [0][23900/31148] Overall Loss 0.018711 Objective Loss 0.000000 Distill Loss 0.018711 LR 0.001000 Time 0.258198 +2023-11-30 03:37:01,906 - Epoch: [0][24000/31148] Overall Loss 0.018696 Objective Loss 0.000000 Distill Loss 0.018696 LR 0.001000 Time 0.258195 +2023-11-30 03:37:27,621 - Epoch: [0][24100/31148] Overall Loss 0.018681 Objective Loss 0.000000 Distill Loss 0.018681 LR 0.001000 Time 0.258190 +2023-11-30 03:37:53,351 - Epoch: [0][24200/31148] Overall Loss 0.018667 Objective Loss 0.000000 Distill Loss 0.018667 LR 0.001000 Time 0.258187 +2023-11-30 03:38:19,106 - Epoch: [0][24300/31148] Overall Loss 0.018652 Objective Loss 0.000000 Distill Loss 0.018652 LR 0.001000 Time 0.258184 +2023-11-30 03:38:44,905 - Epoch: [0][24400/31148] Overall Loss 0.018637 Objective Loss 0.000000 Distill Loss 0.018637 LR 0.001000 Time 0.258183 +2023-11-30 03:39:10,679 - Epoch: [0][24500/31148] Overall Loss 0.018623 Objective Loss 0.000000 Distill Loss 0.018623 LR 0.001000 Time 0.258181 +2023-11-30 03:39:36,428 - Epoch: [0][24600/31148] Overall Loss 0.018608 Objective Loss 0.000000 Distill Loss 0.018608 LR 0.001000 Time 0.258178 +2023-11-30 03:40:02,173 - Epoch: [0][24700/31148] Overall Loss 0.018594 Objective Loss 0.000000 Distill Loss 0.018594 LR 0.001000 Time 0.258175 +2023-11-30 03:40:27,970 - Epoch: [0][24800/31148] Overall Loss 0.018580 Objective Loss 0.000000 Distill Loss 0.018580 LR 0.001000 Time 0.258174 +2023-11-30 03:40:53,750 - Epoch: [0][24900/31148] Overall Loss 0.018565 Objective Loss 0.000000 Distill Loss 0.018565 LR 0.001000 Time 0.258172 +2023-11-30 03:41:19,501 - Epoch: [0][25000/31148] Overall Loss 0.018550 Objective Loss 0.000000 Distill Loss 0.018550 LR 0.001000 Time 0.258170 +2023-11-30 03:41:45,251 - Epoch: [0][25100/31148] Overall Loss 0.018536 Objective Loss 0.000000 Distill Loss 0.018536 LR 0.001000 Time 0.258167 +2023-11-30 03:42:10,943 - Epoch: [0][25200/31148] Overall Loss 0.018522 Objective Loss 0.000000 Distill Loss 0.018522 LR 0.001000 Time 0.258162 +2023-11-30 03:42:36,688 - Epoch: [0][25300/31148] Overall Loss 0.018508 Objective Loss 0.000000 Distill Loss 0.018508 LR 0.001000 Time 0.258159 +2023-11-30 03:43:02,411 - Epoch: [0][25400/31148] Overall Loss 0.018494 Objective Loss 0.000000 Distill Loss 0.018494 LR 0.001000 Time 0.258155 +2023-11-30 03:43:28,138 - Epoch: [0][25500/31148] Overall Loss 0.018480 Objective Loss 0.000000 Distill Loss 0.018480 LR 0.001000 Time 0.258152 +2023-11-30 03:43:53,945 - Epoch: [0][25600/31148] Overall Loss 0.018467 Objective Loss 0.000000 Distill Loss 0.018467 LR 0.001000 Time 0.258151 +2023-11-30 03:44:19,713 - Epoch: [0][25700/31148] Overall Loss 0.018453 Objective Loss 0.000000 Distill Loss 0.018453 LR 0.001000 Time 0.258149 +2023-11-30 03:44:45,461 - Epoch: [0][25800/31148] Overall Loss 0.018439 Objective Loss 0.000000 Distill Loss 0.018439 LR 0.001000 Time 0.258147 +2023-11-30 03:45:11,181 - Epoch: [0][25900/31148] Overall Loss 0.018425 Objective Loss 0.000000 Distill Loss 0.018425 LR 0.001000 Time 0.258143 +2023-11-30 03:45:36,884 - Epoch: [0][26000/31148] Overall Loss 0.018411 Objective Loss 0.000000 Distill Loss 0.018411 LR 0.001000 Time 0.258138 +2023-11-30 03:46:02,632 - Epoch: [0][26100/31148] Overall Loss 0.018398 Objective Loss 0.000000 Distill Loss 0.018398 LR 0.001000 Time 0.258136 +2023-11-30 03:46:28,356 - Epoch: [0][26200/31148] Overall Loss 0.018385 Objective Loss 0.000000 Distill Loss 0.018385 LR 0.001000 Time 0.258132 +2023-11-30 03:46:54,067 - Epoch: [0][26300/31148] Overall Loss 0.018371 Objective Loss 0.000000 Distill Loss 0.018371 LR 0.001000 Time 0.258128 +2023-11-30 03:47:19,798 - Epoch: [0][26400/31148] Overall Loss 0.018357 Objective Loss 0.000000 Distill Loss 0.018357 LR 0.001000 Time 0.258125 +2023-11-30 03:47:45,544 - Epoch: [0][26500/31148] Overall Loss 0.018344 Objective Loss 0.000000 Distill Loss 0.018344 LR 0.001000 Time 0.258122 +2023-11-30 03:48:11,311 - Epoch: [0][26600/31148] Overall Loss 0.018331 Objective Loss 0.000000 Distill Loss 0.018331 LR 0.001000 Time 0.258121 +2023-11-30 03:48:37,058 - Epoch: [0][26700/31148] Overall Loss 0.018318 Objective Loss 0.000000 Distill Loss 0.018318 LR 0.001000 Time 0.258118 +2023-11-30 03:49:02,769 - Epoch: [0][26800/31148] Overall Loss 0.018305 Objective Loss 0.000000 Distill Loss 0.018305 LR 0.001000 Time 0.258114 +2023-11-30 03:49:28,519 - Epoch: [0][26900/31148] Overall Loss 0.018291 Objective Loss 0.000000 Distill Loss 0.018291 LR 0.001000 Time 0.258112 +2023-11-30 03:49:54,176 - Epoch: [0][27000/31148] Overall Loss 0.018278 Objective Loss 0.000000 Distill Loss 0.018278 LR 0.001000 Time 0.258106 +2023-11-30 03:50:19,929 - Epoch: [0][27100/31148] Overall Loss 0.018265 Objective Loss 0.000000 Distill Loss 0.018265 LR 0.001000 Time 0.258104 +2023-11-30 03:50:45,666 - Epoch: [0][27200/31148] Overall Loss 0.018251 Objective Loss 0.000000 Distill Loss 0.018251 LR 0.001000 Time 0.258101 +2023-11-30 03:51:11,455 - Epoch: [0][27300/31148] Overall Loss 0.018239 Objective Loss 0.000000 Distill Loss 0.018239 LR 0.001000 Time 0.258100 +2023-11-30 03:51:37,198 - Epoch: [0][27400/31148] Overall Loss 0.018225 Objective Loss 0.000000 Distill Loss 0.018225 LR 0.001000 Time 0.258098 +2023-11-30 03:52:02,892 - Epoch: [0][27500/31148] Overall Loss 0.018212 Objective Loss 0.000000 Distill Loss 0.018212 LR 0.001000 Time 0.258093 +2023-11-30 03:52:28,646 - Epoch: [0][27600/31148] Overall Loss 0.018199 Objective Loss 0.000000 Distill Loss 0.018199 LR 0.001000 Time 0.258091 +2023-11-30 03:52:54,324 - Epoch: [0][27700/31148] Overall Loss 0.018187 Objective Loss 0.000000 Distill Loss 0.018187 LR 0.001000 Time 0.258086 +2023-11-30 03:53:20,086 - Epoch: [0][27800/31148] Overall Loss 0.018174 Objective Loss 0.000000 Distill Loss 0.018174 LR 0.001000 Time 0.258085 +2023-11-30 03:53:45,796 - Epoch: [0][27900/31148] Overall Loss 0.018161 Objective Loss 0.000000 Distill Loss 0.018161 LR 0.001000 Time 0.258081 +2023-11-30 03:54:11,563 - Epoch: [0][28000/31148] Overall Loss 0.018148 Objective Loss 0.000000 Distill Loss 0.018148 LR 0.001000 Time 0.258079 +2023-11-30 03:54:37,259 - Epoch: [0][28100/31148] Overall Loss 0.018135 Objective Loss 0.000000 Distill Loss 0.018135 LR 0.001000 Time 0.258075 +2023-11-30 03:55:02,987 - Epoch: [0][28200/31148] Overall Loss 0.018122 Objective Loss 0.000000 Distill Loss 0.018122 LR 0.001000 Time 0.258072 +2023-11-30 03:55:28,718 - Epoch: [0][28300/31148] Overall Loss 0.018110 Objective Loss 0.000000 Distill Loss 0.018110 LR 0.001000 Time 0.258070 +2023-11-30 03:55:54,404 - Epoch: [0][28400/31148] Overall Loss 0.018098 Objective Loss 0.000000 Distill Loss 0.018098 LR 0.001000 Time 0.258065 +2023-11-30 03:56:20,157 - Epoch: [0][28500/31148] Overall Loss 0.018086 Objective Loss 0.000000 Distill Loss 0.018086 LR 0.001000 Time 0.258063 +2023-11-30 03:56:45,865 - Epoch: [0][28600/31148] Overall Loss 0.018073 Objective Loss 0.000000 Distill Loss 0.018073 LR 0.001000 Time 0.258060 +2023-11-30 03:57:11,621 - Epoch: [0][28700/31148] Overall Loss 0.018061 Objective Loss 0.000000 Distill Loss 0.018061 LR 0.001000 Time 0.258058 +2023-11-30 03:57:37,335 - Epoch: [0][28800/31148] Overall Loss 0.018048 Objective Loss 0.000000 Distill Loss 0.018048 LR 0.001000 Time 0.258055 +2023-11-30 03:58:03,062 - Epoch: [0][28900/31148] Overall Loss 0.018036 Objective Loss 0.000000 Distill Loss 0.018036 LR 0.001000 Time 0.258052 +2023-11-30 03:58:28,832 - Epoch: [0][29000/31148] Overall Loss 0.018024 Objective Loss 0.000000 Distill Loss 0.018024 LR 0.001000 Time 0.258051 +2023-11-30 03:58:54,584 - Epoch: [0][29100/31148] Overall Loss 0.018012 Objective Loss 0.000000 Distill Loss 0.018012 LR 0.001000 Time 0.258049 +2023-11-30 03:59:20,345 - Epoch: [0][29200/31148] Overall Loss 0.018000 Objective Loss 0.000000 Distill Loss 0.018000 LR 0.001000 Time 0.258047 +2023-11-30 03:59:46,299 - Epoch: [0][29300/31148] Overall Loss 0.017988 Objective Loss 0.000000 Distill Loss 0.017988 LR 0.001000 Time 0.258052 +2023-11-30 04:00:12,019 - Epoch: [0][29400/31148] Overall Loss 0.017976 Objective Loss 0.000000 Distill Loss 0.017976 LR 0.001000 Time 0.258049 +2023-11-30 04:00:37,749 - Epoch: [0][29500/31148] Overall Loss 0.017964 Objective Loss 0.000000 Distill Loss 0.017964 LR 0.001000 Time 0.258047 +2023-11-30 04:01:03,479 - Epoch: [0][29600/31148] Overall Loss 0.017952 Objective Loss 0.000000 Distill Loss 0.017952 LR 0.001000 Time 0.258044 +2023-11-30 04:01:29,276 - Epoch: [0][29700/31148] Overall Loss 0.017940 Objective Loss 0.000000 Distill Loss 0.017940 LR 0.001000 Time 0.258044 +2023-11-30 04:01:55,088 - Epoch: [0][29800/31148] Overall Loss 0.017928 Objective Loss 0.000000 Distill Loss 0.017928 LR 0.001000 Time 0.258044 +2023-11-30 04:02:20,840 - Epoch: [0][29900/31148] Overall Loss 0.017916 Objective Loss 0.000000 Distill Loss 0.017916 LR 0.001000 Time 0.258042 +2023-11-30 04:02:46,602 - Epoch: [0][30000/31148] Overall Loss 0.017904 Objective Loss 0.000000 Distill Loss 0.017904 LR 0.001000 Time 0.258040 +2023-11-30 04:03:12,363 - Epoch: [0][30100/31148] Overall Loss 0.017892 Objective Loss 0.000000 Distill Loss 0.017892 LR 0.001000 Time 0.258039 +2023-11-30 04:03:38,119 - Epoch: [0][30200/31148] Overall Loss 0.017881 Objective Loss 0.000000 Distill Loss 0.017881 LR 0.001000 Time 0.258037 +2023-11-30 04:04:03,890 - Epoch: [0][30300/31148] Overall Loss 0.017869 Objective Loss 0.000000 Distill Loss 0.017869 LR 0.001000 Time 0.258036 +2023-11-30 04:04:29,603 - Epoch: [0][30400/31148] Overall Loss 0.017857 Objective Loss 0.000000 Distill Loss 0.017857 LR 0.001000 Time 0.258033 +2023-11-30 04:04:55,328 - Epoch: [0][30500/31148] Overall Loss 0.017846 Objective Loss 0.000000 Distill Loss 0.017846 LR 0.001000 Time 0.258030 +2023-11-30 04:05:21,035 - Epoch: [0][30600/31148] Overall Loss 0.017834 Objective Loss 0.000000 Distill Loss 0.017834 LR 0.001000 Time 0.258027 +2023-11-30 04:05:46,754 - Epoch: [0][30700/31148] Overall Loss 0.017822 Objective Loss 0.000000 Distill Loss 0.017822 LR 0.001000 Time 0.258024 +2023-11-30 04:06:12,557 - Epoch: [0][30800/31148] Overall Loss 0.017810 Objective Loss 0.000000 Distill Loss 0.017810 LR 0.001000 Time 0.258024 +2023-11-30 04:06:38,317 - Epoch: [0][30900/31148] Overall Loss 0.017799 Objective Loss 0.000000 Distill Loss 0.017799 LR 0.001000 Time 0.258023 +2023-11-30 04:07:04,089 - Epoch: [0][31000/31148] Overall Loss 0.017787 Objective Loss 0.000000 Distill Loss 0.017787 LR 0.001000 Time 0.258022 +2023-11-30 04:07:29,884 - Epoch: [0][31100/31148] Overall Loss 0.017776 Objective Loss 0.000000 Distill Loss 0.017776 LR 0.001000 Time 0.258021 +2023-11-30 04:07:42,703 - Epoch: [0][31148/31148] Overall Loss 0.017771 Objective Loss 0.000000 Distill Loss 0.017771 LR 0.001000 Time 0.258035 +2023-11-30 04:07:42,999 - --- validate (epoch=0)----------- +2023-11-30 04:07:42,999 - 167951 samples (100 per mini-batch) +2023-11-30 04:08:03,859 - Epoch: [0][ 100/ 1680] Loss 0.000000 Overall Loss 0.014899 +2023-11-30 04:08:23,581 - Epoch: [0][ 200/ 1680] Loss 0.000000 Overall Loss 0.014945 +2023-11-30 04:08:43,282 - Epoch: [0][ 300/ 1680] Loss 0.000000 Overall Loss 0.014944 +2023-11-30 04:09:02,979 - Epoch: [0][ 400/ 1680] Loss 0.000000 Overall Loss 0.014956 +2023-11-30 04:09:22,710 - Epoch: [0][ 500/ 1680] Loss 0.000000 Overall Loss 0.014960 +2023-11-30 04:09:42,438 - Epoch: [0][ 600/ 1680] Loss 0.000000 Overall Loss 0.014957 +2023-11-30 04:10:02,138 - Epoch: [0][ 700/ 1680] Loss 0.000000 Overall Loss 0.014955 +2023-11-30 04:10:21,838 - Epoch: [0][ 800/ 1680] Loss 0.000000 Overall Loss 0.014956 +2023-11-30 04:10:41,592 - Epoch: [0][ 900/ 1680] Loss 0.000000 Overall Loss 0.014966 +2023-11-30 04:11:01,290 - Epoch: [0][ 1000/ 1680] Loss 0.000000 Overall Loss 0.014961 +2023-11-30 04:11:21,045 - Epoch: [0][ 1100/ 1680] Loss 0.000000 Overall Loss 0.014962 +2023-11-30 04:11:40,752 - Epoch: [0][ 1200/ 1680] Loss 0.000000 Overall Loss 0.014959 +2023-11-30 04:12:00,489 - Epoch: [0][ 1300/ 1680] Loss 0.000000 Overall Loss 0.014963 +2023-11-30 04:12:20,202 - Epoch: [0][ 1400/ 1680] Loss 0.000000 Overall Loss 0.014961 +2023-11-30 04:12:39,902 - Epoch: [0][ 1500/ 1680] Loss 0.000000 Overall Loss 0.014960 +2023-11-30 04:12:59,610 - Epoch: [0][ 1600/ 1680] Loss 0.000000 Overall Loss 0.014958 +2023-11-30 04:13:15,283 - Epoch: [0][ 1680/ 1680] Loss 0.000000 Overall Loss 0.014956 +2023-11-30 04:13:15,493 - ==> Overall Loss: 0.015 + +2023-11-30 04:13:15,497 - ==> Best [Overall Loss: 0.014956 on epoch: 0] +2023-11-30 04:13:15,497 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 04:13:15,523 - + +2023-11-30 04:13:15,523 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 04:13:48,834 - Epoch: [1][ 100/31148] Overall Loss 0.014131 Objective Loss 0.000000 Distill Loss 0.014131 LR 0.001000 Time 0.333073 +2023-11-30 04:14:14,572 - Epoch: [1][ 200/31148] Overall Loss 0.014121 Objective Loss 0.000000 Distill Loss 0.014121 LR 0.001000 Time 0.295209 +2023-11-30 04:14:40,333 - Epoch: [1][ 300/31148] Overall Loss 0.014108 Objective Loss 0.000000 Distill Loss 0.014108 LR 0.001000 Time 0.282669 +2023-11-30 04:15:06,092 - Epoch: [1][ 400/31148] Overall Loss 0.014083 Objective Loss 0.000000 Distill Loss 0.014083 LR 0.001000 Time 0.276392 +2023-11-30 04:15:31,842 - Epoch: [1][ 500/31148] Overall Loss 0.014087 Objective Loss 0.000000 Distill Loss 0.014087 LR 0.001000 Time 0.272609 +2023-11-30 04:15:57,596 - Epoch: [1][ 600/31148] Overall Loss 0.014081 Objective Loss 0.000000 Distill Loss 0.014081 LR 0.001000 Time 0.270094 +2023-11-30 04:16:23,321 - Epoch: [1][ 700/31148] Overall Loss 0.014096 Objective Loss 0.000000 Distill Loss 0.014096 LR 0.001000 Time 0.268255 +2023-11-30 04:16:49,132 - Epoch: [1][ 800/31148] Overall Loss 0.014096 Objective Loss 0.000000 Distill Loss 0.014096 LR 0.001000 Time 0.266984 +2023-11-30 04:17:14,916 - Epoch: [1][ 900/31148] Overall Loss 0.014085 Objective Loss 0.000000 Distill Loss 0.014085 LR 0.001000 Time 0.265964 +2023-11-30 04:17:40,666 - Epoch: [1][ 1000/31148] Overall Loss 0.014085 Objective Loss 0.000000 Distill Loss 0.014085 LR 0.001000 Time 0.265116 +2023-11-30 04:18:06,421 - Epoch: [1][ 1100/31148] Overall Loss 0.014082 Objective Loss 0.000000 Distill Loss 0.014082 LR 0.001000 Time 0.264425 +2023-11-30 04:18:32,146 - Epoch: [1][ 1200/31148] Overall Loss 0.014076 Objective Loss 0.000000 Distill Loss 0.014076 LR 0.001000 Time 0.263825 +2023-11-30 04:18:57,861 - Epoch: [1][ 1300/31148] Overall Loss 0.014074 Objective Loss 0.000000 Distill Loss 0.014074 LR 0.001000 Time 0.263309 +2023-11-30 04:19:23,617 - Epoch: [1][ 1400/31148] Overall Loss 0.014077 Objective Loss 0.000000 Distill Loss 0.014077 LR 0.001000 Time 0.262897 +2023-11-30 04:19:49,358 - Epoch: [1][ 1500/31148] Overall Loss 0.014073 Objective Loss 0.000000 Distill Loss 0.014073 LR 0.001000 Time 0.262529 +2023-11-30 04:20:15,136 - Epoch: [1][ 1600/31148] Overall Loss 0.014073 Objective Loss 0.000000 Distill Loss 0.014073 LR 0.001000 Time 0.262231 +2023-11-30 04:20:40,935 - Epoch: [1][ 1700/31148] Overall Loss 0.014074 Objective Loss 0.000000 Distill Loss 0.014074 LR 0.001000 Time 0.261980 +2023-11-30 04:21:06,688 - Epoch: [1][ 1800/31148] Overall Loss 0.014071 Objective Loss 0.000000 Distill Loss 0.014071 LR 0.001000 Time 0.261731 +2023-11-30 04:21:32,423 - Epoch: [1][ 1900/31148] Overall Loss 0.014070 Objective Loss 0.000000 Distill Loss 0.014070 LR 0.001000 Time 0.261499 +2023-11-30 04:21:58,151 - Epoch: [1][ 2000/31148] Overall Loss 0.014065 Objective Loss 0.000000 Distill Loss 0.014065 LR 0.001000 Time 0.261287 +2023-11-30 04:22:23,890 - Epoch: [1][ 2100/31148] Overall Loss 0.014065 Objective Loss 0.000000 Distill Loss 0.014065 LR 0.001000 Time 0.261100 +2023-11-30 04:22:49,635 - Epoch: [1][ 2200/31148] Overall Loss 0.014063 Objective Loss 0.000000 Distill Loss 0.014063 LR 0.001000 Time 0.260933 +2023-11-30 04:23:15,348 - Epoch: [1][ 2300/31148] Overall Loss 0.014064 Objective Loss 0.000000 Distill Loss 0.014064 LR 0.001000 Time 0.260767 +2023-11-30 04:23:41,063 - Epoch: [1][ 2400/31148] Overall Loss 0.014065 Objective Loss 0.000000 Distill Loss 0.014065 LR 0.001000 Time 0.260615 +2023-11-30 04:24:06,817 - Epoch: [1][ 2500/31148] Overall Loss 0.014064 Objective Loss 0.000000 Distill Loss 0.014064 LR 0.001000 Time 0.260491 +2023-11-30 04:24:32,602 - Epoch: [1][ 2600/31148] Overall Loss 0.014062 Objective Loss 0.000000 Distill Loss 0.014062 LR 0.001000 Time 0.260388 +2023-11-30 04:24:58,374 - Epoch: [1][ 2700/31148] Overall Loss 0.014061 Objective Loss 0.000000 Distill Loss 0.014061 LR 0.001000 Time 0.260288 +2023-11-30 04:25:24,159 - Epoch: [1][ 2800/31148] Overall Loss 0.014057 Objective Loss 0.000000 Distill Loss 0.014057 LR 0.001000 Time 0.260200 +2023-11-30 04:25:49,904 - Epoch: [1][ 2900/31148] Overall Loss 0.014050 Objective Loss 0.000000 Distill Loss 0.014050 LR 0.001000 Time 0.260105 +2023-11-30 04:26:15,646 - Epoch: [1][ 3000/31148] Overall Loss 0.014047 Objective Loss 0.000000 Distill Loss 0.014047 LR 0.001000 Time 0.260014 +2023-11-30 04:26:41,358 - Epoch: [1][ 3100/31148] Overall Loss 0.014038 Objective Loss 0.000000 Distill Loss 0.014038 LR 0.001000 Time 0.259920 +2023-11-30 04:27:07,109 - Epoch: [1][ 3200/31148] Overall Loss 0.014034 Objective Loss 0.000000 Distill Loss 0.014034 LR 0.001000 Time 0.259844 +2023-11-30 04:27:32,807 - Epoch: [1][ 3300/31148] Overall Loss 0.014028 Objective Loss 0.000000 Distill Loss 0.014028 LR 0.001000 Time 0.259756 +2023-11-30 04:27:58,533 - Epoch: [1][ 3400/31148] Overall Loss 0.014024 Objective Loss 0.000000 Distill Loss 0.014024 LR 0.001000 Time 0.259682 +2023-11-30 04:28:24,348 - Epoch: [1][ 3500/31148] Overall Loss 0.014016 Objective Loss 0.000000 Distill Loss 0.014016 LR 0.001000 Time 0.259638 +2023-11-30 04:28:50,149 - Epoch: [1][ 3600/31148] Overall Loss 0.014014 Objective Loss 0.000000 Distill Loss 0.014014 LR 0.001000 Time 0.259592 +2023-11-30 04:29:15,896 - Epoch: [1][ 3700/31148] Overall Loss 0.014012 Objective Loss 0.000000 Distill Loss 0.014012 LR 0.001000 Time 0.259533 +2023-11-30 04:29:41,738 - Epoch: [1][ 3800/31148] Overall Loss 0.014009 Objective Loss 0.000000 Distill Loss 0.014009 LR 0.001000 Time 0.259504 +2023-11-30 04:30:07,521 - Epoch: [1][ 3900/31148] Overall Loss 0.014007 Objective Loss 0.000000 Distill Loss 0.014007 LR 0.001000 Time 0.259460 +2023-11-30 04:30:33,258 - Epoch: [1][ 4000/31148] Overall Loss 0.014001 Objective Loss 0.000000 Distill Loss 0.014001 LR 0.001000 Time 0.259407 +2023-11-30 04:30:59,013 - Epoch: [1][ 4100/31148] Overall Loss 0.013996 Objective Loss 0.000000 Distill Loss 0.013996 LR 0.001000 Time 0.259361 +2023-11-30 04:31:24,719 - Epoch: [1][ 4200/31148] Overall Loss 0.013990 Objective Loss 0.000000 Distill Loss 0.013990 LR 0.001000 Time 0.259306 +2023-11-30 04:31:50,477 - Epoch: [1][ 4300/31148] Overall Loss 0.013989 Objective Loss 0.000000 Distill Loss 0.013989 LR 0.001000 Time 0.259265 +2023-11-30 04:32:16,209 - Epoch: [1][ 4400/31148] Overall Loss 0.013984 Objective Loss 0.000000 Distill Loss 0.013984 LR 0.001000 Time 0.259220 +2023-11-30 04:32:41,954 - Epoch: [1][ 4500/31148] Overall Loss 0.013980 Objective Loss 0.000000 Distill Loss 0.013980 LR 0.001000 Time 0.259180 +2023-11-30 04:33:07,757 - Epoch: [1][ 4600/31148] Overall Loss 0.013974 Objective Loss 0.000000 Distill Loss 0.013974 LR 0.001000 Time 0.259155 +2023-11-30 04:33:33,465 - Epoch: [1][ 4700/31148] Overall Loss 0.013970 Objective Loss 0.000000 Distill Loss 0.013970 LR 0.001000 Time 0.259110 +2023-11-30 04:33:59,224 - Epoch: [1][ 4800/31148] Overall Loss 0.013966 Objective Loss 0.000000 Distill Loss 0.013966 LR 0.001000 Time 0.259078 +2023-11-30 04:34:24,917 - Epoch: [1][ 4900/31148] Overall Loss 0.013960 Objective Loss 0.000000 Distill Loss 0.013960 LR 0.001000 Time 0.259033 +2023-11-30 04:34:50,660 - Epoch: [1][ 5000/31148] Overall Loss 0.013956 Objective Loss 0.000000 Distill Loss 0.013956 LR 0.001000 Time 0.259001 +2023-11-30 04:35:16,413 - Epoch: [1][ 5100/31148] Overall Loss 0.013952 Objective Loss 0.000000 Distill Loss 0.013952 LR 0.001000 Time 0.258971 +2023-11-30 04:35:42,157 - Epoch: [1][ 5200/31148] Overall Loss 0.013951 Objective Loss 0.000000 Distill Loss 0.013951 LR 0.001000 Time 0.258942 +2023-11-30 04:36:07,948 - Epoch: [1][ 5300/31148] Overall Loss 0.013945 Objective Loss 0.000000 Distill Loss 0.013945 LR 0.001000 Time 0.258921 +2023-11-30 04:36:33,727 - Epoch: [1][ 5400/31148] Overall Loss 0.013943 Objective Loss 0.000000 Distill Loss 0.013943 LR 0.001000 Time 0.258900 +2023-11-30 04:36:59,458 - Epoch: [1][ 5500/31148] Overall Loss 0.013939 Objective Loss 0.000000 Distill Loss 0.013939 LR 0.001000 Time 0.258871 +2023-11-30 04:37:25,193 - Epoch: [1][ 5600/31148] Overall Loss 0.013934 Objective Loss 0.000000 Distill Loss 0.013934 LR 0.001000 Time 0.258843 +2023-11-30 04:37:50,946 - Epoch: [1][ 5700/31148] Overall Loss 0.013929 Objective Loss 0.000000 Distill Loss 0.013929 LR 0.001000 Time 0.258820 +2023-11-30 04:38:16,679 - Epoch: [1][ 5800/31148] Overall Loss 0.013923 Objective Loss 0.000000 Distill Loss 0.013923 LR 0.001000 Time 0.258793 +2023-11-30 04:38:42,441 - Epoch: [1][ 5900/31148] Overall Loss 0.013918 Objective Loss 0.000000 Distill Loss 0.013918 LR 0.001000 Time 0.258773 +2023-11-30 04:39:08,182 - Epoch: [1][ 6000/31148] Overall Loss 0.013909 Objective Loss 0.000000 Distill Loss 0.013909 LR 0.001000 Time 0.258750 +2023-11-30 04:39:33,952 - Epoch: [1][ 6100/31148] Overall Loss 0.013906 Objective Loss 0.000000 Distill Loss 0.013906 LR 0.001000 Time 0.258732 +2023-11-30 04:39:59,693 - Epoch: [1][ 6200/31148] Overall Loss 0.013899 Objective Loss 0.000000 Distill Loss 0.013899 LR 0.001000 Time 0.258711 +2023-11-30 04:40:25,457 - Epoch: [1][ 6300/31148] Overall Loss 0.013894 Objective Loss 0.000000 Distill Loss 0.013894 LR 0.001000 Time 0.258693 +2023-11-30 04:40:51,238 - Epoch: [1][ 6400/31148] Overall Loss 0.013888 Objective Loss 0.000000 Distill Loss 0.013888 LR 0.001000 Time 0.258679 +2023-11-30 04:41:16,999 - Epoch: [1][ 6500/31148] Overall Loss 0.013884 Objective Loss 0.000000 Distill Loss 0.013884 LR 0.001000 Time 0.258662 +2023-11-30 04:41:42,796 - Epoch: [1][ 6600/31148] Overall Loss 0.013879 Objective Loss 0.000000 Distill Loss 0.013879 LR 0.001000 Time 0.258651 +2023-11-30 04:42:08,514 - Epoch: [1][ 6700/31148] Overall Loss 0.013874 Objective Loss 0.000000 Distill Loss 0.013874 LR 0.001000 Time 0.258629 +2023-11-30 04:42:34,241 - Epoch: [1][ 6800/31148] Overall Loss 0.013870 Objective Loss 0.000000 Distill Loss 0.013870 LR 0.001000 Time 0.258609 +2023-11-30 04:42:59,997 - Epoch: [1][ 6900/31148] Overall Loss 0.013867 Objective Loss 0.000000 Distill Loss 0.013867 LR 0.001000 Time 0.258593 +2023-11-30 04:43:25,807 - Epoch: [1][ 7000/31148] Overall Loss 0.013864 Objective Loss 0.000000 Distill Loss 0.013864 LR 0.001000 Time 0.258585 +2023-11-30 04:43:51,569 - Epoch: [1][ 7100/31148] Overall Loss 0.013859 Objective Loss 0.000000 Distill Loss 0.013859 LR 0.001000 Time 0.258571 +2023-11-30 04:44:17,388 - Epoch: [1][ 7200/31148] Overall Loss 0.013855 Objective Loss 0.000000 Distill Loss 0.013855 LR 0.001000 Time 0.258566 +2023-11-30 04:44:43,103 - Epoch: [1][ 7300/31148] Overall Loss 0.013852 Objective Loss 0.000000 Distill Loss 0.013852 LR 0.001000 Time 0.258546 +2023-11-30 04:45:08,850 - Epoch: [1][ 7400/31148] Overall Loss 0.013847 Objective Loss 0.000000 Distill Loss 0.013847 LR 0.001000 Time 0.258531 +2023-11-30 04:45:34,594 - Epoch: [1][ 7500/31148] Overall Loss 0.013843 Objective Loss 0.000000 Distill Loss 0.013843 LR 0.001000 Time 0.258516 +2023-11-30 04:46:00,365 - Epoch: [1][ 7600/31148] Overall Loss 0.013838 Objective Loss 0.000000 Distill Loss 0.013838 LR 0.001000 Time 0.258505 +2023-11-30 04:46:26,113 - Epoch: [1][ 7700/31148] Overall Loss 0.013833 Objective Loss 0.000000 Distill Loss 0.013833 LR 0.001000 Time 0.258492 +2023-11-30 04:46:51,910 - Epoch: [1][ 7800/31148] Overall Loss 0.013826 Objective Loss 0.000000 Distill Loss 0.013826 LR 0.001000 Time 0.258485 +2023-11-30 04:47:17,666 - Epoch: [1][ 7900/31148] Overall Loss 0.013822 Objective Loss 0.000000 Distill Loss 0.013822 LR 0.001000 Time 0.258473 +2023-11-30 04:47:43,415 - Epoch: [1][ 8000/31148] Overall Loss 0.013817 Objective Loss 0.000000 Distill Loss 0.013817 LR 0.001000 Time 0.258460 +2023-11-30 04:48:09,191 - Epoch: [1][ 8100/31148] Overall Loss 0.013813 Objective Loss 0.000000 Distill Loss 0.013813 LR 0.001000 Time 0.258451 +2023-11-30 04:48:34,964 - Epoch: [1][ 8200/31148] Overall Loss 0.013808 Objective Loss 0.000000 Distill Loss 0.013808 LR 0.001000 Time 0.258442 +2023-11-30 04:49:00,754 - Epoch: [1][ 8300/31148] Overall Loss 0.013805 Objective Loss 0.000000 Distill Loss 0.013805 LR 0.001000 Time 0.258435 +2023-11-30 04:49:26,547 - Epoch: [1][ 8400/31148] Overall Loss 0.013799 Objective Loss 0.000000 Distill Loss 0.013799 LR 0.001000 Time 0.258429 +2023-11-30 04:49:52,307 - Epoch: [1][ 8500/31148] Overall Loss 0.013795 Objective Loss 0.000000 Distill Loss 0.013795 LR 0.001000 Time 0.258419 +2023-11-30 04:50:18,051 - Epoch: [1][ 8600/31148] Overall Loss 0.013791 Objective Loss 0.000000 Distill Loss 0.013791 LR 0.001000 Time 0.258407 +2023-11-30 04:50:43,819 - Epoch: [1][ 8700/31148] Overall Loss 0.013788 Objective Loss 0.000000 Distill Loss 0.013788 LR 0.001000 Time 0.258398 +2023-11-30 04:51:09,600 - Epoch: [1][ 8800/31148] Overall Loss 0.013784 Objective Loss 0.000000 Distill Loss 0.013784 LR 0.001000 Time 0.258391 +2023-11-30 04:51:35,392 - Epoch: [1][ 8900/31148] Overall Loss 0.013778 Objective Loss 0.000000 Distill Loss 0.013778 LR 0.001000 Time 0.258386 +2023-11-30 04:52:01,153 - Epoch: [1][ 9000/31148] Overall Loss 0.013773 Objective Loss 0.000000 Distill Loss 0.013773 LR 0.001000 Time 0.258377 +2023-11-30 04:52:26,933 - Epoch: [1][ 9100/31148] Overall Loss 0.013768 Objective Loss 0.000000 Distill Loss 0.013768 LR 0.001000 Time 0.258370 +2023-11-30 04:52:52,740 - Epoch: [1][ 9200/31148] Overall Loss 0.013765 Objective Loss 0.000000 Distill Loss 0.013765 LR 0.001000 Time 0.258367 +2023-11-30 04:53:18,476 - Epoch: [1][ 9300/31148] Overall Loss 0.013762 Objective Loss 0.000000 Distill Loss 0.013762 LR 0.001000 Time 0.258355 +2023-11-30 04:53:44,252 - Epoch: [1][ 9400/31148] Overall Loss 0.013758 Objective Loss 0.000000 Distill Loss 0.013758 LR 0.001000 Time 0.258349 +2023-11-30 04:54:09,929 - Epoch: [1][ 9500/31148] Overall Loss 0.013753 Objective Loss 0.000000 Distill Loss 0.013753 LR 0.001000 Time 0.258332 +2023-11-30 04:54:35,658 - Epoch: [1][ 9600/31148] Overall Loss 0.013750 Objective Loss 0.000000 Distill Loss 0.013750 LR 0.001000 Time 0.258321 +2023-11-30 04:55:01,411 - Epoch: [1][ 9700/31148] Overall Loss 0.013747 Objective Loss 0.000000 Distill Loss 0.013747 LR 0.001000 Time 0.258312 +2023-11-30 04:55:27,124 - Epoch: [1][ 9800/31148] Overall Loss 0.013743 Objective Loss 0.000000 Distill Loss 0.013743 LR 0.001000 Time 0.258300 +2023-11-30 04:55:52,838 - Epoch: [1][ 9900/31148] Overall Loss 0.013737 Objective Loss 0.000000 Distill Loss 0.013737 LR 0.001000 Time 0.258288 +2023-11-30 04:56:18,549 - Epoch: [1][10000/31148] Overall Loss 0.013732 Objective Loss 0.000000 Distill Loss 0.013732 LR 0.001000 Time 0.258276 +2023-11-30 04:56:44,359 - Epoch: [1][10100/31148] Overall Loss 0.013728 Objective Loss 0.000000 Distill Loss 0.013728 LR 0.001000 Time 0.258274 +2023-11-30 04:57:10,074 - Epoch: [1][10200/31148] Overall Loss 0.013723 Objective Loss 0.000000 Distill Loss 0.013723 LR 0.001000 Time 0.258263 +2023-11-30 04:57:35,816 - Epoch: [1][10300/31148] Overall Loss 0.013720 Objective Loss 0.000000 Distill Loss 0.013720 LR 0.001000 Time 0.258254 +2023-11-30 04:58:01,632 - Epoch: [1][10400/31148] Overall Loss 0.013716 Objective Loss 0.000000 Distill Loss 0.013716 LR 0.001000 Time 0.258253 +2023-11-30 04:58:27,402 - Epoch: [1][10500/31148] Overall Loss 0.013712 Objective Loss 0.000000 Distill Loss 0.013712 LR 0.001000 Time 0.258248 +2023-11-30 04:58:53,128 - Epoch: [1][10600/31148] Overall Loss 0.013708 Objective Loss 0.000000 Distill Loss 0.013708 LR 0.001000 Time 0.258238 +2023-11-30 04:59:18,887 - Epoch: [1][10700/31148] Overall Loss 0.013704 Objective Loss 0.000000 Distill Loss 0.013704 LR 0.001000 Time 0.258232 +2023-11-30 04:59:44,687 - Epoch: [1][10800/31148] Overall Loss 0.013701 Objective Loss 0.000000 Distill Loss 0.013701 LR 0.001000 Time 0.258229 +2023-11-30 05:00:10,434 - Epoch: [1][10900/31148] Overall Loss 0.013696 Objective Loss 0.000000 Distill Loss 0.013696 LR 0.001000 Time 0.258222 +2023-11-30 05:00:36,157 - Epoch: [1][11000/31148] Overall Loss 0.013692 Objective Loss 0.000000 Distill Loss 0.013692 LR 0.001000 Time 0.258213 +2023-11-30 05:01:01,949 - Epoch: [1][11100/31148] Overall Loss 0.013686 Objective Loss 0.000000 Distill Loss 0.013686 LR 0.001000 Time 0.258210 +2023-11-30 05:01:27,739 - Epoch: [1][11200/31148] Overall Loss 0.013682 Objective Loss 0.000000 Distill Loss 0.013682 LR 0.001000 Time 0.258207 +2023-11-30 05:01:53,521 - Epoch: [1][11300/31148] Overall Loss 0.013678 Objective Loss 0.000000 Distill Loss 0.013678 LR 0.001000 Time 0.258203 +2023-11-30 05:02:19,229 - Epoch: [1][11400/31148] Overall Loss 0.013675 Objective Loss 0.000000 Distill Loss 0.013675 LR 0.001000 Time 0.258193 +2023-11-30 05:02:45,007 - Epoch: [1][11500/31148] Overall Loss 0.013671 Objective Loss 0.000000 Distill Loss 0.013671 LR 0.001000 Time 0.258189 +2023-11-30 05:03:10,792 - Epoch: [1][11600/31148] Overall Loss 0.013668 Objective Loss 0.000000 Distill Loss 0.013668 LR 0.001000 Time 0.258186 +2023-11-30 05:03:36,523 - Epoch: [1][11700/31148] Overall Loss 0.013663 Objective Loss 0.000000 Distill Loss 0.013663 LR 0.001000 Time 0.258179 +2023-11-30 05:04:02,267 - Epoch: [1][11800/31148] Overall Loss 0.013659 Objective Loss 0.000000 Distill Loss 0.013659 LR 0.001000 Time 0.258172 +2023-11-30 05:04:28,038 - Epoch: [1][11900/31148] Overall Loss 0.013655 Objective Loss 0.000000 Distill Loss 0.013655 LR 0.001000 Time 0.258168 +2023-11-30 05:04:53,743 - Epoch: [1][12000/31148] Overall Loss 0.013651 Objective Loss 0.000000 Distill Loss 0.013651 LR 0.001000 Time 0.258158 +2023-11-30 05:05:19,511 - Epoch: [1][12100/31148] Overall Loss 0.013647 Objective Loss 0.000000 Distill Loss 0.013647 LR 0.001000 Time 0.258154 +2023-11-30 05:05:45,277 - Epoch: [1][12200/31148] Overall Loss 0.013643 Objective Loss 0.000000 Distill Loss 0.013643 LR 0.001000 Time 0.258150 +2023-11-30 05:06:11,019 - Epoch: [1][12300/31148] Overall Loss 0.013639 Objective Loss 0.000000 Distill Loss 0.013639 LR 0.001000 Time 0.258144 +2023-11-30 05:06:36,802 - Epoch: [1][12400/31148] Overall Loss 0.013635 Objective Loss 0.000000 Distill Loss 0.013635 LR 0.001000 Time 0.258141 +2023-11-30 05:07:02,593 - Epoch: [1][12500/31148] Overall Loss 0.013631 Objective Loss 0.000000 Distill Loss 0.013631 LR 0.001000 Time 0.258139 +2023-11-30 05:07:28,309 - Epoch: [1][12600/31148] Overall Loss 0.013628 Objective Loss 0.000000 Distill Loss 0.013628 LR 0.001000 Time 0.258131 +2023-11-30 05:07:54,084 - Epoch: [1][12700/31148] Overall Loss 0.013624 Objective Loss 0.000000 Distill Loss 0.013624 LR 0.001000 Time 0.258128 +2023-11-30 05:08:19,792 - Epoch: [1][12800/31148] Overall Loss 0.013620 Objective Loss 0.000000 Distill Loss 0.013620 LR 0.001000 Time 0.258119 +2023-11-30 05:08:45,496 - Epoch: [1][12900/31148] Overall Loss 0.013617 Objective Loss 0.000000 Distill Loss 0.013617 LR 0.001000 Time 0.258111 +2023-11-30 05:09:11,253 - Epoch: [1][13000/31148] Overall Loss 0.013613 Objective Loss 0.000000 Distill Loss 0.013613 LR 0.001000 Time 0.258107 +2023-11-30 05:09:36,968 - Epoch: [1][13100/31148] Overall Loss 0.013610 Objective Loss 0.000000 Distill Loss 0.013610 LR 0.001000 Time 0.258099 +2023-11-30 05:10:02,703 - Epoch: [1][13200/31148] Overall Loss 0.013606 Objective Loss 0.000000 Distill Loss 0.013606 LR 0.001000 Time 0.258093 +2023-11-30 05:10:28,456 - Epoch: [1][13300/31148] Overall Loss 0.013602 Objective Loss 0.000000 Distill Loss 0.013602 LR 0.001000 Time 0.258089 +2023-11-30 05:10:54,193 - Epoch: [1][13400/31148] Overall Loss 0.013599 Objective Loss 0.000000 Distill Loss 0.013599 LR 0.001000 Time 0.258083 +2023-11-30 05:11:19,959 - Epoch: [1][13500/31148] Overall Loss 0.013596 Objective Loss 0.000000 Distill Loss 0.013596 LR 0.001000 Time 0.258080 +2023-11-30 05:11:45,757 - Epoch: [1][13600/31148] Overall Loss 0.013592 Objective Loss 0.000000 Distill Loss 0.013592 LR 0.001000 Time 0.258079 +2023-11-30 05:12:11,532 - Epoch: [1][13700/31148] Overall Loss 0.013588 Objective Loss 0.000000 Distill Loss 0.013588 LR 0.001000 Time 0.258076 +2023-11-30 05:12:37,246 - Epoch: [1][13800/31148] Overall Loss 0.013585 Objective Loss 0.000000 Distill Loss 0.013585 LR 0.001000 Time 0.258069 +2023-11-30 05:13:03,045 - Epoch: [1][13900/31148] Overall Loss 0.013582 Objective Loss 0.000000 Distill Loss 0.013582 LR 0.001000 Time 0.258069 +2023-11-30 05:13:28,770 - Epoch: [1][14000/31148] Overall Loss 0.013578 Objective Loss 0.000000 Distill Loss 0.013578 LR 0.001000 Time 0.258063 +2023-11-30 05:13:54,473 - Epoch: [1][14100/31148] Overall Loss 0.013574 Objective Loss 0.000000 Distill Loss 0.013574 LR 0.001000 Time 0.258055 +2023-11-30 05:14:20,231 - Epoch: [1][14200/31148] Overall Loss 0.013571 Objective Loss 0.000000 Distill Loss 0.013571 LR 0.001000 Time 0.258051 +2023-11-30 05:14:46,028 - Epoch: [1][14300/31148] Overall Loss 0.013566 Objective Loss 0.000000 Distill Loss 0.013566 LR 0.001000 Time 0.258051 +2023-11-30 05:15:11,869 - Epoch: [1][14400/31148] Overall Loss 0.013562 Objective Loss 0.000000 Distill Loss 0.013562 LR 0.001000 Time 0.258053 +2023-11-30 05:15:37,598 - Epoch: [1][14500/31148] Overall Loss 0.013558 Objective Loss 0.000000 Distill Loss 0.013558 LR 0.001000 Time 0.258048 +2023-11-30 05:16:03,322 - Epoch: [1][14600/31148] Overall Loss 0.013554 Objective Loss 0.000000 Distill Loss 0.013554 LR 0.001000 Time 0.258042 +2023-11-30 05:16:29,111 - Epoch: [1][14700/31148] Overall Loss 0.013550 Objective Loss 0.000000 Distill Loss 0.013550 LR 0.001000 Time 0.258041 +2023-11-30 05:16:54,947 - Epoch: [1][14800/31148] Overall Loss 0.013546 Objective Loss 0.000000 Distill Loss 0.013546 LR 0.001000 Time 0.258043 +2023-11-30 05:17:20,677 - Epoch: [1][14900/31148] Overall Loss 0.013543 Objective Loss 0.000000 Distill Loss 0.013543 LR 0.001000 Time 0.258038 +2023-11-30 05:17:46,404 - Epoch: [1][15000/31148] Overall Loss 0.013540 Objective Loss 0.000000 Distill Loss 0.013540 LR 0.001000 Time 0.258032 +2023-11-30 05:18:12,175 - Epoch: [1][15100/31148] Overall Loss 0.013537 Objective Loss 0.000000 Distill Loss 0.013537 LR 0.001000 Time 0.258030 +2023-11-30 05:18:37,957 - Epoch: [1][15200/31148] Overall Loss 0.013534 Objective Loss 0.000000 Distill Loss 0.013534 LR 0.001000 Time 0.258028 +2023-11-30 05:19:03,699 - Epoch: [1][15300/31148] Overall Loss 0.013531 Objective Loss 0.000000 Distill Loss 0.013531 LR 0.001000 Time 0.258024 +2023-11-30 05:19:29,392 - Epoch: [1][15400/31148] Overall Loss 0.013528 Objective Loss 0.000000 Distill Loss 0.013528 LR 0.001000 Time 0.258017 +2023-11-30 05:19:55,171 - Epoch: [1][15500/31148] Overall Loss 0.013525 Objective Loss 0.000000 Distill Loss 0.013525 LR 0.001000 Time 0.258015 +2023-11-30 05:20:20,953 - Epoch: [1][15600/31148] Overall Loss 0.013521 Objective Loss 0.000000 Distill Loss 0.013521 LR 0.001000 Time 0.258014 +2023-11-30 05:20:46,671 - Epoch: [1][15700/31148] Overall Loss 0.013518 Objective Loss 0.000000 Distill Loss 0.013518 LR 0.001000 Time 0.258008 +2023-11-30 05:21:12,457 - Epoch: [1][15800/31148] Overall Loss 0.013514 Objective Loss 0.000000 Distill Loss 0.013514 LR 0.001000 Time 0.258007 +2023-11-30 05:21:38,225 - Epoch: [1][15900/31148] Overall Loss 0.013510 Objective Loss 0.000000 Distill Loss 0.013510 LR 0.001000 Time 0.258005 +2023-11-30 05:22:03,961 - Epoch: [1][16000/31148] Overall Loss 0.013506 Objective Loss 0.000000 Distill Loss 0.013506 LR 0.001000 Time 0.258001 +2023-11-30 05:22:29,710 - Epoch: [1][16100/31148] Overall Loss 0.013503 Objective Loss 0.000000 Distill Loss 0.013503 LR 0.001000 Time 0.257998 +2023-11-30 05:22:55,424 - Epoch: [1][16200/31148] Overall Loss 0.013500 Objective Loss 0.000000 Distill Loss 0.013500 LR 0.001000 Time 0.257992 +2023-11-30 05:23:21,170 - Epoch: [1][16300/31148] Overall Loss 0.013497 Objective Loss 0.000000 Distill Loss 0.013497 LR 0.001000 Time 0.257989 +2023-11-30 05:23:46,943 - Epoch: [1][16400/31148] Overall Loss 0.013494 Objective Loss 0.000000 Distill Loss 0.013494 LR 0.001000 Time 0.257987 +2023-11-30 05:24:12,698 - Epoch: [1][16500/31148] Overall Loss 0.013491 Objective Loss 0.000000 Distill Loss 0.013491 LR 0.001000 Time 0.257984 +2023-11-30 05:24:38,474 - Epoch: [1][16600/31148] Overall Loss 0.013488 Objective Loss 0.000000 Distill Loss 0.013488 LR 0.001000 Time 0.257983 +2023-11-30 05:25:04,236 - Epoch: [1][16700/31148] Overall Loss 0.013483 Objective Loss 0.000000 Distill Loss 0.013483 LR 0.001000 Time 0.257980 +2023-11-30 05:25:29,957 - Epoch: [1][16800/31148] Overall Loss 0.013480 Objective Loss 0.000000 Distill Loss 0.013480 LR 0.001000 Time 0.257976 +2023-11-30 05:25:55,758 - Epoch: [1][16900/31148] Overall Loss 0.013476 Objective Loss 0.000000 Distill Loss 0.013476 LR 0.001000 Time 0.257976 +2023-11-30 05:26:21,517 - Epoch: [1][17000/31148] Overall Loss 0.013472 Objective Loss 0.000000 Distill Loss 0.013472 LR 0.001000 Time 0.257973 +2023-11-30 05:26:47,260 - Epoch: [1][17100/31148] Overall Loss 0.013469 Objective Loss 0.000000 Distill Loss 0.013469 LR 0.001000 Time 0.257970 +2023-11-30 05:27:13,003 - Epoch: [1][17200/31148] Overall Loss 0.013466 Objective Loss 0.000000 Distill Loss 0.013466 LR 0.001000 Time 0.257966 +2023-11-30 05:27:38,759 - Epoch: [1][17300/31148] Overall Loss 0.013463 Objective Loss 0.000000 Distill Loss 0.013463 LR 0.001000 Time 0.257964 +2023-11-30 05:28:04,560 - Epoch: [1][17400/31148] Overall Loss 0.013460 Objective Loss 0.000000 Distill Loss 0.013460 LR 0.001000 Time 0.257964 +2023-11-30 05:28:30,295 - Epoch: [1][17500/31148] Overall Loss 0.013456 Objective Loss 0.000000 Distill Loss 0.013456 LR 0.001000 Time 0.257960 +2023-11-30 05:28:56,071 - Epoch: [1][17600/31148] Overall Loss 0.013453 Objective Loss 0.000000 Distill Loss 0.013453 LR 0.001000 Time 0.257959 +2023-11-30 05:29:21,791 - Epoch: [1][17700/31148] Overall Loss 0.013448 Objective Loss 0.000000 Distill Loss 0.013448 LR 0.001000 Time 0.257955 +2023-11-30 05:29:47,527 - Epoch: [1][17800/31148] Overall Loss 0.013445 Objective Loss 0.000000 Distill Loss 0.013445 LR 0.001000 Time 0.257951 +2023-11-30 05:30:13,254 - Epoch: [1][17900/31148] Overall Loss 0.013442 Objective Loss 0.000000 Distill Loss 0.013442 LR 0.001000 Time 0.257947 +2023-11-30 05:30:39,032 - Epoch: [1][18000/31148] Overall Loss 0.013438 Objective Loss 0.000000 Distill Loss 0.013438 LR 0.001000 Time 0.257946 +2023-11-30 05:31:04,771 - Epoch: [1][18100/31148] Overall Loss 0.013435 Objective Loss 0.000000 Distill Loss 0.013435 LR 0.001000 Time 0.257943 +2023-11-30 05:31:30,547 - Epoch: [1][18200/31148] Overall Loss 0.013431 Objective Loss 0.000000 Distill Loss 0.013431 LR 0.001000 Time 0.257942 +2023-11-30 05:31:56,328 - Epoch: [1][18300/31148] Overall Loss 0.013428 Objective Loss 0.000000 Distill Loss 0.013428 LR 0.001000 Time 0.257941 +2023-11-30 05:32:22,054 - Epoch: [1][18400/31148] Overall Loss 0.013425 Objective Loss 0.000000 Distill Loss 0.013425 LR 0.001000 Time 0.257937 +2023-11-30 05:32:47,785 - Epoch: [1][18500/31148] Overall Loss 0.013421 Objective Loss 0.000000 Distill Loss 0.013421 LR 0.001000 Time 0.257933 +2023-11-30 05:33:13,535 - Epoch: [1][18600/31148] Overall Loss 0.013418 Objective Loss 0.000000 Distill Loss 0.013418 LR 0.001000 Time 0.257931 +2023-11-30 05:33:39,307 - Epoch: [1][18700/31148] Overall Loss 0.013415 Objective Loss 0.000000 Distill Loss 0.013415 LR 0.001000 Time 0.257930 +2023-11-30 05:34:05,052 - Epoch: [1][18800/31148] Overall Loss 0.013412 Objective Loss 0.000000 Distill Loss 0.013412 LR 0.001000 Time 0.257927 +2023-11-30 05:34:30,775 - Epoch: [1][18900/31148] Overall Loss 0.013409 Objective Loss 0.000000 Distill Loss 0.013409 LR 0.001000 Time 0.257923 +2023-11-30 05:34:56,561 - Epoch: [1][19000/31148] Overall Loss 0.013405 Objective Loss 0.000000 Distill Loss 0.013405 LR 0.001000 Time 0.257923 +2023-11-30 05:35:22,283 - Epoch: [1][19100/31148] Overall Loss 0.013402 Objective Loss 0.000000 Distill Loss 0.013402 LR 0.001000 Time 0.257919 +2023-11-30 05:35:48,002 - Epoch: [1][19200/31148] Overall Loss 0.013400 Objective Loss 0.000000 Distill Loss 0.013400 LR 0.001000 Time 0.257915 +2023-11-30 05:36:13,721 - Epoch: [1][19300/31148] Overall Loss 0.013396 Objective Loss 0.000000 Distill Loss 0.013396 LR 0.001000 Time 0.257911 +2023-11-30 05:36:39,431 - Epoch: [1][19400/31148] Overall Loss 0.013394 Objective Loss 0.000000 Distill Loss 0.013394 LR 0.001000 Time 0.257907 +2023-11-30 05:37:05,123 - Epoch: [1][19500/31148] Overall Loss 0.013391 Objective Loss 0.000000 Distill Loss 0.013391 LR 0.001000 Time 0.257902 +2023-11-30 05:37:30,921 - Epoch: [1][19600/31148] Overall Loss 0.013387 Objective Loss 0.000000 Distill Loss 0.013387 LR 0.001000 Time 0.257902 +2023-11-30 05:37:56,707 - Epoch: [1][19700/31148] Overall Loss 0.013384 Objective Loss 0.000000 Distill Loss 0.013384 LR 0.001000 Time 0.257901 +2023-11-30 05:38:22,466 - Epoch: [1][19800/31148] Overall Loss 0.013381 Objective Loss 0.000000 Distill Loss 0.013381 LR 0.001000 Time 0.257900 +2023-11-30 05:38:48,189 - Epoch: [1][19900/31148] Overall Loss 0.013378 Objective Loss 0.000000 Distill Loss 0.013378 LR 0.001000 Time 0.257896 +2023-11-30 05:39:13,964 - Epoch: [1][20000/31148] Overall Loss 0.013376 Objective Loss 0.000000 Distill Loss 0.013376 LR 0.001000 Time 0.257895 +2023-11-30 05:39:39,686 - Epoch: [1][20100/31148] Overall Loss 0.013373 Objective Loss 0.000000 Distill Loss 0.013373 LR 0.001000 Time 0.257892 +2023-11-30 05:40:05,502 - Epoch: [1][20200/31148] Overall Loss 0.013370 Objective Loss 0.000000 Distill Loss 0.013370 LR 0.001000 Time 0.257893 +2023-11-30 05:40:31,203 - Epoch: [1][20300/31148] Overall Loss 0.013367 Objective Loss 0.000000 Distill Loss 0.013367 LR 0.001000 Time 0.257889 +2023-11-30 05:40:56,861 - Epoch: [1][20400/31148] Overall Loss 0.013364 Objective Loss 0.000000 Distill Loss 0.013364 LR 0.001000 Time 0.257882 +2023-11-30 05:41:22,577 - Epoch: [1][20500/31148] Overall Loss 0.013360 Objective Loss 0.000000 Distill Loss 0.013360 LR 0.001000 Time 0.257878 +2023-11-30 05:41:48,356 - Epoch: [1][20600/31148] Overall Loss 0.013357 Objective Loss 0.000000 Distill Loss 0.013357 LR 0.001000 Time 0.257878 +2023-11-30 05:42:14,071 - Epoch: [1][20700/31148] Overall Loss 0.013354 Objective Loss 0.000000 Distill Loss 0.013354 LR 0.001000 Time 0.257874 +2023-11-30 05:42:39,828 - Epoch: [1][20800/31148] Overall Loss 0.013351 Objective Loss 0.000000 Distill Loss 0.013351 LR 0.001000 Time 0.257873 +2023-11-30 05:43:05,534 - Epoch: [1][20900/31148] Overall Loss 0.013348 Objective Loss 0.000000 Distill Loss 0.013348 LR 0.001000 Time 0.257869 +2023-11-30 05:43:31,322 - Epoch: [1][21000/31148] Overall Loss 0.013345 Objective Loss 0.000000 Distill Loss 0.013345 LR 0.001000 Time 0.257869 +2023-11-30 05:43:57,026 - Epoch: [1][21100/31148] Overall Loss 0.013342 Objective Loss 0.000000 Distill Loss 0.013342 LR 0.001000 Time 0.257864 +2023-11-30 05:44:22,757 - Epoch: [1][21200/31148] Overall Loss 0.013339 Objective Loss 0.000000 Distill Loss 0.013339 LR 0.001000 Time 0.257862 +2023-11-30 05:44:48,511 - Epoch: [1][21300/31148] Overall Loss 0.013336 Objective Loss 0.000000 Distill Loss 0.013336 LR 0.001000 Time 0.257860 +2023-11-30 05:45:14,255 - Epoch: [1][21400/31148] Overall Loss 0.013333 Objective Loss 0.000000 Distill Loss 0.013333 LR 0.001000 Time 0.257858 +2023-11-30 05:45:40,060 - Epoch: [1][21500/31148] Overall Loss 0.013330 Objective Loss 0.000000 Distill Loss 0.013330 LR 0.001000 Time 0.257859 +2023-11-30 05:46:05,843 - Epoch: [1][21600/31148] Overall Loss 0.013326 Objective Loss 0.000000 Distill Loss 0.013326 LR 0.001000 Time 0.257859 +2023-11-30 05:46:31,564 - Epoch: [1][21700/31148] Overall Loss 0.013324 Objective Loss 0.000000 Distill Loss 0.013324 LR 0.001000 Time 0.257855 +2023-11-30 05:46:57,317 - Epoch: [1][21800/31148] Overall Loss 0.013320 Objective Loss 0.000000 Distill Loss 0.013320 LR 0.001000 Time 0.257854 +2023-11-30 05:47:23,088 - Epoch: [1][21900/31148] Overall Loss 0.013317 Objective Loss 0.000000 Distill Loss 0.013317 LR 0.001000 Time 0.257853 +2023-11-30 05:47:48,810 - Epoch: [1][22000/31148] Overall Loss 0.013314 Objective Loss 0.000000 Distill Loss 0.013314 LR 0.001000 Time 0.257850 +2023-11-30 05:48:14,512 - Epoch: [1][22100/31148] Overall Loss 0.013311 Objective Loss 0.000000 Distill Loss 0.013311 LR 0.001000 Time 0.257846 +2023-11-30 05:48:40,260 - Epoch: [1][22200/31148] Overall Loss 0.013309 Objective Loss 0.000000 Distill Loss 0.013309 LR 0.001000 Time 0.257844 +2023-11-30 05:49:06,038 - Epoch: [1][22300/31148] Overall Loss 0.013305 Objective Loss 0.000000 Distill Loss 0.013305 LR 0.001000 Time 0.257844 +2023-11-30 05:49:31,788 - Epoch: [1][22400/31148] Overall Loss 0.013302 Objective Loss 0.000000 Distill Loss 0.013302 LR 0.001000 Time 0.257842 +2023-11-30 05:49:57,559 - Epoch: [1][22500/31148] Overall Loss 0.013299 Objective Loss 0.000000 Distill Loss 0.013299 LR 0.001000 Time 0.257842 +2023-11-30 05:50:23,246 - Epoch: [1][22600/31148] Overall Loss 0.013296 Objective Loss 0.000000 Distill Loss 0.013296 LR 0.001000 Time 0.257837 +2023-11-30 05:50:49,043 - Epoch: [1][22700/31148] Overall Loss 0.013292 Objective Loss 0.000000 Distill Loss 0.013292 LR 0.001000 Time 0.257838 +2023-11-30 05:51:14,775 - Epoch: [1][22800/31148] Overall Loss 0.013290 Objective Loss 0.000000 Distill Loss 0.013290 LR 0.001000 Time 0.257835 +2023-11-30 05:51:40,537 - Epoch: [1][22900/31148] Overall Loss 0.013287 Objective Loss 0.000000 Distill Loss 0.013287 LR 0.001000 Time 0.257834 +2023-11-30 05:52:06,266 - Epoch: [1][23000/31148] Overall Loss 0.013284 Objective Loss 0.000000 Distill Loss 0.013284 LR 0.001000 Time 0.257832 +2023-11-30 05:52:32,008 - Epoch: [1][23100/31148] Overall Loss 0.013281 Objective Loss 0.000000 Distill Loss 0.013281 LR 0.001000 Time 0.257830 +2023-11-30 05:52:57,799 - Epoch: [1][23200/31148] Overall Loss 0.013278 Objective Loss 0.000000 Distill Loss 0.013278 LR 0.001000 Time 0.257830 +2023-11-30 05:53:23,540 - Epoch: [1][23300/31148] Overall Loss 0.013276 Objective Loss 0.000000 Distill Loss 0.013276 LR 0.001000 Time 0.257828 +2023-11-30 05:53:49,291 - Epoch: [1][23400/31148] Overall Loss 0.013273 Objective Loss 0.000000 Distill Loss 0.013273 LR 0.001000 Time 0.257827 +2023-11-30 05:54:15,067 - Epoch: [1][23500/31148] Overall Loss 0.013270 Objective Loss 0.000000 Distill Loss 0.013270 LR 0.001000 Time 0.257826 +2023-11-30 05:54:40,789 - Epoch: [1][23600/31148] Overall Loss 0.013267 Objective Loss 0.000000 Distill Loss 0.013267 LR 0.001000 Time 0.257824 +2023-11-30 05:55:06,547 - Epoch: [1][23700/31148] Overall Loss 0.013264 Objective Loss 0.000000 Distill Loss 0.013264 LR 0.001000 Time 0.257822 +2023-11-30 05:55:32,289 - Epoch: [1][23800/31148] Overall Loss 0.013262 Objective Loss 0.000000 Distill Loss 0.013262 LR 0.001000 Time 0.257821 +2023-11-30 05:55:58,011 - Epoch: [1][23900/31148] Overall Loss 0.013259 Objective Loss 0.000000 Distill Loss 0.013259 LR 0.001000 Time 0.257818 +2023-11-30 05:56:23,763 - Epoch: [1][24000/31148] Overall Loss 0.013256 Objective Loss 0.000000 Distill Loss 0.013256 LR 0.001000 Time 0.257817 +2023-11-30 05:56:49,508 - Epoch: [1][24100/31148] Overall Loss 0.013254 Objective Loss 0.000000 Distill Loss 0.013254 LR 0.001000 Time 0.257815 +2023-11-30 05:57:15,213 - Epoch: [1][24200/31148] Overall Loss 0.013251 Objective Loss 0.000000 Distill Loss 0.013251 LR 0.001000 Time 0.257812 +2023-11-30 05:57:40,964 - Epoch: [1][24300/31148] Overall Loss 0.013248 Objective Loss 0.000000 Distill Loss 0.013248 LR 0.001000 Time 0.257810 +2023-11-30 05:58:06,700 - Epoch: [1][24400/31148] Overall Loss 0.013245 Objective Loss 0.000000 Distill Loss 0.013245 LR 0.001000 Time 0.257809 +2023-11-30 05:58:32,496 - Epoch: [1][24500/31148] Overall Loss 0.013242 Objective Loss 0.000000 Distill Loss 0.013242 LR 0.001000 Time 0.257809 +2023-11-30 05:58:58,252 - Epoch: [1][24600/31148] Overall Loss 0.013239 Objective Loss 0.000000 Distill Loss 0.013239 LR 0.001000 Time 0.257808 +2023-11-30 05:59:25,677 - Epoch: [1][24700/31148] Overall Loss 0.013237 Objective Loss 0.000000 Distill Loss 0.013237 LR 0.001000 Time 0.257874 +2023-11-30 05:59:51,435 - Epoch: [1][24800/31148] Overall Loss 0.013234 Objective Loss 0.000000 Distill Loss 0.013234 LR 0.001000 Time 0.257873 +2023-11-30 06:00:17,189 - Epoch: [1][24900/31148] Overall Loss 0.013231 Objective Loss 0.000000 Distill Loss 0.013231 LR 0.001000 Time 0.257872 +2023-11-30 06:00:42,934 - Epoch: [1][25000/31148] Overall Loss 0.013227 Objective Loss 0.000000 Distill Loss 0.013227 LR 0.001000 Time 0.257870 +2023-11-30 06:01:08,596 - Epoch: [1][25100/31148] Overall Loss 0.013225 Objective Loss 0.000000 Distill Loss 0.013225 LR 0.001000 Time 0.257865 +2023-11-30 06:01:34,345 - Epoch: [1][25200/31148] Overall Loss 0.013222 Objective Loss 0.000000 Distill Loss 0.013222 LR 0.001000 Time 0.257863 +2023-11-30 06:02:00,113 - Epoch: [1][25300/31148] Overall Loss 0.013219 Objective Loss 0.000000 Distill Loss 0.013219 LR 0.001000 Time 0.257862 +2023-11-30 06:02:25,845 - Epoch: [1][25400/31148] Overall Loss 0.013216 Objective Loss 0.000000 Distill Loss 0.013216 LR 0.001000 Time 0.257860 +2023-11-30 06:02:51,580 - Epoch: [1][25500/31148] Overall Loss 0.013214 Objective Loss 0.000000 Distill Loss 0.013214 LR 0.001000 Time 0.257858 +2023-11-30 06:03:17,353 - Epoch: [1][25600/31148] Overall Loss 0.013211 Objective Loss 0.000000 Distill Loss 0.013211 LR 0.001000 Time 0.257857 +2023-11-30 06:03:43,134 - Epoch: [1][25700/31148] Overall Loss 0.013208 Objective Loss 0.000000 Distill Loss 0.013208 LR 0.001000 Time 0.257857 +2023-11-30 06:04:08,906 - Epoch: [1][25800/31148] Overall Loss 0.013205 Objective Loss 0.000000 Distill Loss 0.013205 LR 0.001000 Time 0.257856 +2023-11-30 06:04:34,662 - Epoch: [1][25900/31148] Overall Loss 0.013202 Objective Loss 0.000000 Distill Loss 0.013202 LR 0.001000 Time 0.257855 +2023-11-30 06:05:00,486 - Epoch: [1][26000/31148] Overall Loss 0.013199 Objective Loss 0.000000 Distill Loss 0.013199 LR 0.001000 Time 0.257856 +2023-11-30 06:05:26,249 - Epoch: [1][26100/31148] Overall Loss 0.013196 Objective Loss 0.000000 Distill Loss 0.013196 LR 0.001000 Time 0.257856 +2023-11-30 06:05:51,995 - Epoch: [1][26200/31148] Overall Loss 0.013193 Objective Loss 0.000000 Distill Loss 0.013193 LR 0.001000 Time 0.257854 +2023-11-30 06:06:17,736 - Epoch: [1][26300/31148] Overall Loss 0.013190 Objective Loss 0.000000 Distill Loss 0.013190 LR 0.001000 Time 0.257852 +2023-11-30 06:06:43,442 - Epoch: [1][26400/31148] Overall Loss 0.013188 Objective Loss 0.000000 Distill Loss 0.013188 LR 0.001000 Time 0.257849 +2023-11-30 06:07:09,245 - Epoch: [1][26500/31148] Overall Loss 0.013186 Objective Loss 0.000000 Distill Loss 0.013186 LR 0.001000 Time 0.257850 +2023-11-30 06:07:35,047 - Epoch: [1][26600/31148] Overall Loss 0.013183 Objective Loss 0.000000 Distill Loss 0.013183 LR 0.001000 Time 0.257850 +2023-11-30 06:08:00,807 - Epoch: [1][26700/31148] Overall Loss 0.013180 Objective Loss 0.000000 Distill Loss 0.013180 LR 0.001000 Time 0.257849 +2023-11-30 06:08:26,485 - Epoch: [1][26800/31148] Overall Loss 0.013178 Objective Loss 0.000000 Distill Loss 0.013178 LR 0.001000 Time 0.257845 +2023-11-30 06:08:52,225 - Epoch: [1][26900/31148] Overall Loss 0.013175 Objective Loss 0.000000 Distill Loss 0.013175 LR 0.001000 Time 0.257843 +2023-11-30 06:09:18,000 - Epoch: [1][27000/31148] Overall Loss 0.013172 Objective Loss 0.000000 Distill Loss 0.013172 LR 0.001000 Time 0.257843 +2023-11-30 06:09:43,791 - Epoch: [1][27100/31148] Overall Loss 0.013169 Objective Loss 0.000000 Distill Loss 0.013169 LR 0.001000 Time 0.257843 +2023-11-30 06:10:09,530 - Epoch: [1][27200/31148] Overall Loss 0.013166 Objective Loss 0.000000 Distill Loss 0.013166 LR 0.001000 Time 0.257841 +2023-11-30 06:10:35,270 - Epoch: [1][27300/31148] Overall Loss 0.013163 Objective Loss 0.000000 Distill Loss 0.013163 LR 0.001000 Time 0.257839 +2023-11-30 06:11:01,030 - Epoch: [1][27400/31148] Overall Loss 0.013160 Objective Loss 0.000000 Distill Loss 0.013160 LR 0.001000 Time 0.257839 +2023-11-30 06:11:26,798 - Epoch: [1][27500/31148] Overall Loss 0.013158 Objective Loss 0.000000 Distill Loss 0.013158 LR 0.001000 Time 0.257838 +2023-11-30 06:11:52,526 - Epoch: [1][27600/31148] Overall Loss 0.013155 Objective Loss 0.000000 Distill Loss 0.013155 LR 0.001000 Time 0.257836 +2023-11-30 06:12:18,284 - Epoch: [1][27700/31148] Overall Loss 0.013153 Objective Loss 0.000000 Distill Loss 0.013153 LR 0.001000 Time 0.257835 +2023-11-30 06:12:44,006 - Epoch: [1][27800/31148] Overall Loss 0.013150 Objective Loss 0.000000 Distill Loss 0.013150 LR 0.001000 Time 0.257832 +2023-11-30 06:13:09,735 - Epoch: [1][27900/31148] Overall Loss 0.013147 Objective Loss 0.000000 Distill Loss 0.013147 LR 0.001000 Time 0.257830 +2023-11-30 06:13:35,511 - Epoch: [1][28000/31148] Overall Loss 0.013144 Objective Loss 0.000000 Distill Loss 0.013144 LR 0.001000 Time 0.257830 +2023-11-30 06:14:01,298 - Epoch: [1][28100/31148] Overall Loss 0.013141 Objective Loss 0.000000 Distill Loss 0.013141 LR 0.001000 Time 0.257830 +2023-11-30 06:14:27,072 - Epoch: [1][28200/31148] Overall Loss 0.013138 Objective Loss 0.000000 Distill Loss 0.013138 LR 0.001000 Time 0.257830 +2023-11-30 06:14:52,818 - Epoch: [1][28300/31148] Overall Loss 0.013136 Objective Loss 0.000000 Distill Loss 0.013136 LR 0.001000 Time 0.257828 +2023-11-30 06:15:18,563 - Epoch: [1][28400/31148] Overall Loss 0.013133 Objective Loss 0.000000 Distill Loss 0.013133 LR 0.001000 Time 0.257827 +2023-11-30 06:15:44,266 - Epoch: [1][28500/31148] Overall Loss 0.013131 Objective Loss 0.000000 Distill Loss 0.013131 LR 0.001000 Time 0.257824 +2023-11-30 06:16:10,023 - Epoch: [1][28600/31148] Overall Loss 0.013128 Objective Loss 0.000000 Distill Loss 0.013128 LR 0.001000 Time 0.257823 +2023-11-30 06:16:35,788 - Epoch: [1][28700/31148] Overall Loss 0.013126 Objective Loss 0.000000 Distill Loss 0.013126 LR 0.001000 Time 0.257822 +2023-11-30 06:17:01,488 - Epoch: [1][28800/31148] Overall Loss 0.013123 Objective Loss 0.000000 Distill Loss 0.013123 LR 0.001000 Time 0.257819 +2023-11-30 06:17:27,197 - Epoch: [1][28900/31148] Overall Loss 0.013120 Objective Loss 0.000000 Distill Loss 0.013120 LR 0.001000 Time 0.257817 +2023-11-30 06:17:52,904 - Epoch: [1][29000/31148] Overall Loss 0.013118 Objective Loss 0.000000 Distill Loss 0.013118 LR 0.001000 Time 0.257814 +2023-11-30 06:18:18,713 - Epoch: [1][29100/31148] Overall Loss 0.013115 Objective Loss 0.000000 Distill Loss 0.013115 LR 0.001000 Time 0.257815 +2023-11-30 06:18:44,454 - Epoch: [1][29200/31148] Overall Loss 0.013113 Objective Loss 0.000000 Distill Loss 0.013113 LR 0.001000 Time 0.257813 +2023-11-30 06:19:10,183 - Epoch: [1][29300/31148] Overall Loss 0.013110 Objective Loss 0.000000 Distill Loss 0.013110 LR 0.001000 Time 0.257812 +2023-11-30 06:19:35,957 - Epoch: [1][29400/31148] Overall Loss 0.013107 Objective Loss 0.000000 Distill Loss 0.013107 LR 0.001000 Time 0.257811 +2023-11-30 06:20:01,691 - Epoch: [1][29500/31148] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.001000 Time 0.257810 +2023-11-30 06:20:27,468 - Epoch: [1][29600/31148] Overall Loss 0.013101 Objective Loss 0.000000 Distill Loss 0.013101 LR 0.001000 Time 0.257809 +2023-11-30 06:20:53,237 - Epoch: [1][29700/31148] Overall Loss 0.013098 Objective Loss 0.000000 Distill Loss 0.013098 LR 0.001000 Time 0.257809 +2023-11-30 06:21:18,966 - Epoch: [1][29800/31148] Overall Loss 0.013096 Objective Loss 0.000000 Distill Loss 0.013096 LR 0.001000 Time 0.257807 +2023-11-30 06:21:44,697 - Epoch: [1][29900/31148] Overall Loss 0.013094 Objective Loss 0.000000 Distill Loss 0.013094 LR 0.001000 Time 0.257805 +2023-11-30 06:22:10,492 - Epoch: [1][30000/31148] Overall Loss 0.013091 Objective Loss 0.000000 Distill Loss 0.013091 LR 0.001000 Time 0.257806 +2023-11-30 06:22:36,268 - Epoch: [1][30100/31148] Overall Loss 0.013089 Objective Loss 0.000000 Distill Loss 0.013089 LR 0.001000 Time 0.257805 +2023-11-30 06:23:02,015 - Epoch: [1][30200/31148] Overall Loss 0.013087 Objective Loss 0.000000 Distill Loss 0.013087 LR 0.001000 Time 0.257804 +2023-11-30 06:23:27,789 - Epoch: [1][30300/31148] Overall Loss 0.013084 Objective Loss 0.000000 Distill Loss 0.013084 LR 0.001000 Time 0.257804 +2023-11-30 06:23:53,605 - Epoch: [1][30400/31148] Overall Loss 0.013081 Objective Loss 0.000000 Distill Loss 0.013081 LR 0.001000 Time 0.257805 +2023-11-30 06:24:19,371 - Epoch: [1][30500/31148] Overall Loss 0.013079 Objective Loss 0.000000 Distill Loss 0.013079 LR 0.001000 Time 0.257804 +2023-11-30 06:24:45,146 - Epoch: [1][30600/31148] Overall Loss 0.013076 Objective Loss 0.000000 Distill Loss 0.013076 LR 0.001000 Time 0.257804 +2023-11-30 06:25:10,944 - Epoch: [1][30700/31148] Overall Loss 0.013073 Objective Loss 0.000000 Distill Loss 0.013073 LR 0.001000 Time 0.257805 +2023-11-30 06:25:36,717 - Epoch: [1][30800/31148] Overall Loss 0.013071 Objective Loss 0.000000 Distill Loss 0.013071 LR 0.001000 Time 0.257804 +2023-11-30 06:26:02,423 - Epoch: [1][30900/31148] Overall Loss 0.013068 Objective Loss 0.000000 Distill Loss 0.013068 LR 0.001000 Time 0.257802 +2023-11-30 06:26:28,157 - Epoch: [1][31000/31148] Overall Loss 0.013066 Objective Loss 0.000000 Distill Loss 0.013066 LR 0.001000 Time 0.257800 +2023-11-30 06:26:53,959 - Epoch: [1][31100/31148] Overall Loss 0.013063 Objective Loss 0.000000 Distill Loss 0.013063 LR 0.001000 Time 0.257801 +2023-11-30 06:27:06,730 - Epoch: [1][31148/31148] Overall Loss 0.013062 Objective Loss 0.000000 Distill Loss 0.013062 LR 0.001000 Time 0.257813 +2023-11-30 06:27:07,084 - --- validate (epoch=1)----------- +2023-11-30 06:27:07,084 - 167951 samples (100 per mini-batch) +2023-11-30 06:27:27,938 - Epoch: [1][ 100/ 1680] Loss 0.000000 Overall Loss 0.013007 +2023-11-30 06:27:47,640 - Epoch: [1][ 200/ 1680] Loss 0.000000 Overall Loss 0.012948 +2023-11-30 06:28:07,369 - Epoch: [1][ 300/ 1680] Loss 0.000000 Overall Loss 0.012947 +2023-11-30 06:28:27,098 - Epoch: [1][ 400/ 1680] Loss 0.000000 Overall Loss 0.012942 +2023-11-30 06:28:46,798 - Epoch: [1][ 500/ 1680] Loss 0.000000 Overall Loss 0.012955 +2023-11-30 06:29:06,549 - Epoch: [1][ 600/ 1680] Loss 0.000000 Overall Loss 0.012953 +2023-11-30 06:29:26,277 - Epoch: [1][ 700/ 1680] Loss 0.000000 Overall Loss 0.012962 +2023-11-30 06:29:46,001 - Epoch: [1][ 800/ 1680] Loss 0.000000 Overall Loss 0.012969 +2023-11-30 06:30:05,731 - Epoch: [1][ 900/ 1680] Loss 0.000000 Overall Loss 0.012968 +2023-11-30 06:30:25,434 - Epoch: [1][ 1000/ 1680] Loss 0.000000 Overall Loss 0.012969 +2023-11-30 06:30:45,172 - Epoch: [1][ 1100/ 1680] Loss 0.000000 Overall Loss 0.012968 +2023-11-30 06:31:04,884 - Epoch: [1][ 1200/ 1680] Loss 0.000000 Overall Loss 0.012970 +2023-11-30 06:31:24,584 - Epoch: [1][ 1300/ 1680] Loss 0.000000 Overall Loss 0.012971 +2023-11-30 06:31:44,290 - Epoch: [1][ 1400/ 1680] Loss 0.000000 Overall Loss 0.012970 +2023-11-30 06:32:04,029 - Epoch: [1][ 1500/ 1680] Loss 0.000000 Overall Loss 0.012966 +2023-11-30 06:32:23,753 - Epoch: [1][ 1600/ 1680] Loss 0.000000 Overall Loss 0.012963 +2023-11-30 06:32:39,455 - Epoch: [1][ 1680/ 1680] Loss 0.000000 Overall Loss 0.012968 +2023-11-30 06:32:39,645 - ==> Overall Loss: 0.013 + +2023-11-30 06:32:39,649 - ==> Best [Overall Loss: 0.012968 on epoch: 1] +2023-11-30 06:32:39,649 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 06:32:39,688 - + +2023-11-30 06:32:39,688 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 06:33:12,172 - Epoch: [2][ 100/31148] Overall Loss 0.012134 Objective Loss 0.000000 Distill Loss 0.012134 LR 0.001000 Time 0.324806 +2023-11-30 06:33:37,918 - Epoch: [2][ 200/31148] Overall Loss 0.012160 Objective Loss 0.000000 Distill Loss 0.012160 LR 0.001000 Time 0.291119 +2023-11-30 06:34:03,669 - Epoch: [2][ 300/31148] Overall Loss 0.012184 Objective Loss 0.000000 Distill Loss 0.012184 LR 0.001000 Time 0.279908 +2023-11-30 06:34:29,384 - Epoch: [2][ 400/31148] Overall Loss 0.012174 Objective Loss 0.000000 Distill Loss 0.012174 LR 0.001000 Time 0.274210 +2023-11-30 06:34:55,160 - Epoch: [2][ 500/31148] Overall Loss 0.012168 Objective Loss 0.000000 Distill Loss 0.012168 LR 0.001000 Time 0.270915 +2023-11-30 06:35:20,864 - Epoch: [2][ 600/31148] Overall Loss 0.012172 Objective Loss 0.000000 Distill Loss 0.012172 LR 0.001000 Time 0.268599 +2023-11-30 06:35:46,573 - Epoch: [2][ 700/31148] Overall Loss 0.012191 Objective Loss 0.000000 Distill Loss 0.012191 LR 0.001000 Time 0.266951 +2023-11-30 06:36:12,309 - Epoch: [2][ 800/31148] Overall Loss 0.012207 Objective Loss 0.000000 Distill Loss 0.012207 LR 0.001000 Time 0.265749 +2023-11-30 06:36:38,036 - Epoch: [2][ 900/31148] Overall Loss 0.012199 Objective Loss 0.000000 Distill Loss 0.012199 LR 0.001000 Time 0.264804 +2023-11-30 06:37:03,812 - Epoch: [2][ 1000/31148] Overall Loss 0.012194 Objective Loss 0.000000 Distill Loss 0.012194 LR 0.001000 Time 0.264097 +2023-11-30 06:37:29,569 - Epoch: [2][ 1100/31148] Overall Loss 0.012196 Objective Loss 0.000000 Distill Loss 0.012196 LR 0.001000 Time 0.263502 +2023-11-30 06:37:55,284 - Epoch: [2][ 1200/31148] Overall Loss 0.012197 Objective Loss 0.000000 Distill Loss 0.012197 LR 0.001000 Time 0.262970 +2023-11-30 06:38:20,993 - Epoch: [2][ 1300/31148] Overall Loss 0.012194 Objective Loss 0.000000 Distill Loss 0.012194 LR 0.001000 Time 0.262515 +2023-11-30 06:38:46,716 - Epoch: [2][ 1400/31148] Overall Loss 0.012198 Objective Loss 0.000000 Distill Loss 0.012198 LR 0.001000 Time 0.262136 +2023-11-30 06:39:12,406 - Epoch: [2][ 1500/31148] Overall Loss 0.012197 Objective Loss 0.000000 Distill Loss 0.012197 LR 0.001000 Time 0.261786 +2023-11-30 06:39:38,111 - Epoch: [2][ 1600/31148] Overall Loss 0.012194 Objective Loss 0.000000 Distill Loss 0.012194 LR 0.001000 Time 0.261488 +2023-11-30 06:40:03,853 - Epoch: [2][ 1700/31148] Overall Loss 0.012194 Objective Loss 0.000000 Distill Loss 0.012194 LR 0.001000 Time 0.261247 +2023-11-30 06:40:29,555 - Epoch: [2][ 1800/31148] Overall Loss 0.012192 Objective Loss 0.000000 Distill Loss 0.012192 LR 0.001000 Time 0.261011 +2023-11-30 06:40:55,269 - Epoch: [2][ 1900/31148] Overall Loss 0.012191 Objective Loss 0.000000 Distill Loss 0.012191 LR 0.001000 Time 0.260805 +2023-11-30 06:41:21,049 - Epoch: [2][ 2000/31148] Overall Loss 0.012190 Objective Loss 0.000000 Distill Loss 0.012190 LR 0.001000 Time 0.260654 +2023-11-30 06:41:46,804 - Epoch: [2][ 2100/31148] Overall Loss 0.012195 Objective Loss 0.000000 Distill Loss 0.012195 LR 0.001000 Time 0.260505 +2023-11-30 06:42:12,577 - Epoch: [2][ 2200/31148] Overall Loss 0.012196 Objective Loss 0.000000 Distill Loss 0.012196 LR 0.001000 Time 0.260378 +2023-11-30 06:42:38,276 - Epoch: [2][ 2300/31148] Overall Loss 0.012194 Objective Loss 0.000000 Distill Loss 0.012194 LR 0.001000 Time 0.260229 +2023-11-30 06:43:04,009 - Epoch: [2][ 2400/31148] Overall Loss 0.012193 Objective Loss 0.000000 Distill Loss 0.012193 LR 0.001000 Time 0.260107 +2023-11-30 06:43:29,815 - Epoch: [2][ 2500/31148] Overall Loss 0.012189 Objective Loss 0.000000 Distill Loss 0.012189 LR 0.001000 Time 0.260024 +2023-11-30 06:43:55,514 - Epoch: [2][ 2600/31148] Overall Loss 0.012191 Objective Loss 0.000000 Distill Loss 0.012191 LR 0.001000 Time 0.259906 +2023-11-30 06:44:21,206 - Epoch: [2][ 2700/31148] Overall Loss 0.012192 Objective Loss 0.000000 Distill Loss 0.012192 LR 0.001000 Time 0.259795 +2023-11-30 06:44:46,920 - Epoch: [2][ 2800/31148] Overall Loss 0.012190 Objective Loss 0.000000 Distill Loss 0.012190 LR 0.001000 Time 0.259699 +2023-11-30 06:45:12,604 - Epoch: [2][ 2900/31148] Overall Loss 0.012187 Objective Loss 0.000000 Distill Loss 0.012187 LR 0.001000 Time 0.259600 +2023-11-30 06:45:38,336 - Epoch: [2][ 3000/31148] Overall Loss 0.012186 Objective Loss 0.000000 Distill Loss 0.012186 LR 0.001000 Time 0.259523 +2023-11-30 06:46:04,039 - Epoch: [2][ 3100/31148] Overall Loss 0.012183 Objective Loss 0.000000 Distill Loss 0.012183 LR 0.001000 Time 0.259442 +2023-11-30 06:46:29,809 - Epoch: [2][ 3200/31148] Overall Loss 0.012184 Objective Loss 0.000000 Distill Loss 0.012184 LR 0.001000 Time 0.259386 +2023-11-30 06:46:55,552 - Epoch: [2][ 3300/31148] Overall Loss 0.012176 Objective Loss 0.000000 Distill Loss 0.012176 LR 0.001000 Time 0.259326 +2023-11-30 06:47:21,252 - Epoch: [2][ 3400/31148] Overall Loss 0.012175 Objective Loss 0.000000 Distill Loss 0.012175 LR 0.001000 Time 0.259257 +2023-11-30 06:47:47,026 - Epoch: [2][ 3500/31148] Overall Loss 0.012172 Objective Loss 0.000000 Distill Loss 0.012172 LR 0.001000 Time 0.259213 +2023-11-30 06:48:12,781 - Epoch: [2][ 3600/31148] Overall Loss 0.012173 Objective Loss 0.000000 Distill Loss 0.012173 LR 0.001000 Time 0.259166 +2023-11-30 06:48:38,560 - Epoch: [2][ 3700/31148] Overall Loss 0.012174 Objective Loss 0.000000 Distill Loss 0.012174 LR 0.001000 Time 0.259128 +2023-11-30 06:49:04,348 - Epoch: [2][ 3800/31148] Overall Loss 0.012170 Objective Loss 0.000000 Distill Loss 0.012170 LR 0.001000 Time 0.259095 +2023-11-30 06:49:30,123 - Epoch: [2][ 3900/31148] Overall Loss 0.012170 Objective Loss 0.000000 Distill Loss 0.012170 LR 0.001000 Time 0.259059 +2023-11-30 06:49:55,890 - Epoch: [2][ 4000/31148] Overall Loss 0.012168 Objective Loss 0.000000 Distill Loss 0.012168 LR 0.001000 Time 0.259024 +2023-11-30 06:50:21,656 - Epoch: [2][ 4100/31148] Overall Loss 0.012169 Objective Loss 0.000000 Distill Loss 0.012169 LR 0.001000 Time 0.258990 +2023-11-30 06:50:47,390 - Epoch: [2][ 4200/31148] Overall Loss 0.012167 Objective Loss 0.000000 Distill Loss 0.012167 LR 0.001000 Time 0.258950 +2023-11-30 06:51:13,097 - Epoch: [2][ 4300/31148] Overall Loss 0.012169 Objective Loss 0.000000 Distill Loss 0.012169 LR 0.001000 Time 0.258906 +2023-11-30 06:51:38,828 - Epoch: [2][ 4400/31148] Overall Loss 0.012165 Objective Loss 0.000000 Distill Loss 0.012165 LR 0.001000 Time 0.258869 +2023-11-30 06:52:04,587 - Epoch: [2][ 4500/31148] Overall Loss 0.012166 Objective Loss 0.000000 Distill Loss 0.012166 LR 0.001000 Time 0.258840 +2023-11-30 06:52:30,355 - Epoch: [2][ 4600/31148] Overall Loss 0.012163 Objective Loss 0.000000 Distill Loss 0.012163 LR 0.001000 Time 0.258814 +2023-11-30 06:52:56,056 - Epoch: [2][ 4700/31148] Overall Loss 0.012162 Objective Loss 0.000000 Distill Loss 0.012162 LR 0.001000 Time 0.258775 +2023-11-30 06:53:21,783 - Epoch: [2][ 4800/31148] Overall Loss 0.012161 Objective Loss 0.000000 Distill Loss 0.012161 LR 0.001000 Time 0.258743 +2023-11-30 06:53:47,537 - Epoch: [2][ 4900/31148] Overall Loss 0.012159 Objective Loss 0.000000 Distill Loss 0.012159 LR 0.001000 Time 0.258718 +2023-11-30 06:54:13,233 - Epoch: [2][ 5000/31148] Overall Loss 0.012158 Objective Loss 0.000000 Distill Loss 0.012158 LR 0.001000 Time 0.258682 +2023-11-30 06:54:38,954 - Epoch: [2][ 5100/31148] Overall Loss 0.012155 Objective Loss 0.000000 Distill Loss 0.012155 LR 0.001000 Time 0.258653 +2023-11-30 06:55:04,686 - Epoch: [2][ 5200/31148] Overall Loss 0.012157 Objective Loss 0.000000 Distill Loss 0.012157 LR 0.001000 Time 0.258627 +2023-11-30 06:55:30,340 - Epoch: [2][ 5300/31148] Overall Loss 0.012154 Objective Loss 0.000000 Distill Loss 0.012154 LR 0.001000 Time 0.258587 +2023-11-30 06:55:56,081 - Epoch: [2][ 5400/31148] Overall Loss 0.012154 Objective Loss 0.000000 Distill Loss 0.012154 LR 0.001000 Time 0.258565 +2023-11-30 06:56:21,796 - Epoch: [2][ 5500/31148] Overall Loss 0.012153 Objective Loss 0.000000 Distill Loss 0.012153 LR 0.001000 Time 0.258539 +2023-11-30 06:56:47,528 - Epoch: [2][ 5600/31148] Overall Loss 0.012151 Objective Loss 0.000000 Distill Loss 0.012151 LR 0.001000 Time 0.258516 +2023-11-30 06:57:13,256 - Epoch: [2][ 5700/31148] Overall Loss 0.012150 Objective Loss 0.000000 Distill Loss 0.012150 LR 0.001000 Time 0.258494 +2023-11-30 06:57:39,029 - Epoch: [2][ 5800/31148] Overall Loss 0.012147 Objective Loss 0.000000 Distill Loss 0.012147 LR 0.001000 Time 0.258481 +2023-11-30 06:58:04,705 - Epoch: [2][ 5900/31148] Overall Loss 0.012143 Objective Loss 0.000000 Distill Loss 0.012143 LR 0.001000 Time 0.258451 +2023-11-30 06:58:30,445 - Epoch: [2][ 6000/31148] Overall Loss 0.012141 Objective Loss 0.000000 Distill Loss 0.012141 LR 0.001000 Time 0.258433 +2023-11-30 06:58:56,178 - Epoch: [2][ 6100/31148] Overall Loss 0.012140 Objective Loss 0.000000 Distill Loss 0.012140 LR 0.001000 Time 0.258414 +2023-11-30 06:59:21,948 - Epoch: [2][ 6200/31148] Overall Loss 0.012134 Objective Loss 0.000000 Distill Loss 0.012134 LR 0.001000 Time 0.258403 +2023-11-30 06:59:47,685 - Epoch: [2][ 6300/31148] Overall Loss 0.012131 Objective Loss 0.000000 Distill Loss 0.012131 LR 0.001000 Time 0.258386 +2023-11-30 07:00:13,448 - Epoch: [2][ 6400/31148] Overall Loss 0.012130 Objective Loss 0.000000 Distill Loss 0.012130 LR 0.001000 Time 0.258374 +2023-11-30 07:00:39,183 - Epoch: [2][ 6500/31148] Overall Loss 0.012127 Objective Loss 0.000000 Distill Loss 0.012127 LR 0.001000 Time 0.258357 +2023-11-30 07:01:04,948 - Epoch: [2][ 6600/31148] Overall Loss 0.012124 Objective Loss 0.000000 Distill Loss 0.012124 LR 0.001000 Time 0.258346 +2023-11-30 07:01:30,636 - Epoch: [2][ 6700/31148] Overall Loss 0.012122 Objective Loss 0.000000 Distill Loss 0.012122 LR 0.001000 Time 0.258324 +2023-11-30 07:01:56,372 - Epoch: [2][ 6800/31148] Overall Loss 0.012121 Objective Loss 0.000000 Distill Loss 0.012121 LR 0.001000 Time 0.258309 +2023-11-30 07:02:22,063 - Epoch: [2][ 6900/31148] Overall Loss 0.012121 Objective Loss 0.000000 Distill Loss 0.012121 LR 0.001000 Time 0.258289 +2023-11-30 07:02:47,810 - Epoch: [2][ 7000/31148] Overall Loss 0.012118 Objective Loss 0.000000 Distill Loss 0.012118 LR 0.001000 Time 0.258277 +2023-11-30 07:03:13,612 - Epoch: [2][ 7100/31148] Overall Loss 0.012117 Objective Loss 0.000000 Distill Loss 0.012117 LR 0.001000 Time 0.258273 +2023-11-30 07:03:39,376 - Epoch: [2][ 7200/31148] Overall Loss 0.012116 Objective Loss 0.000000 Distill Loss 0.012116 LR 0.001000 Time 0.258264 +2023-11-30 07:04:05,116 - Epoch: [2][ 7300/31148] Overall Loss 0.012115 Objective Loss 0.000000 Distill Loss 0.012115 LR 0.001000 Time 0.258251 +2023-11-30 07:04:30,813 - Epoch: [2][ 7400/31148] Overall Loss 0.012112 Objective Loss 0.000000 Distill Loss 0.012112 LR 0.001000 Time 0.258234 +2023-11-30 07:04:56,566 - Epoch: [2][ 7500/31148] Overall Loss 0.012112 Objective Loss 0.000000 Distill Loss 0.012112 LR 0.001000 Time 0.258224 +2023-11-30 07:05:22,286 - Epoch: [2][ 7600/31148] Overall Loss 0.012110 Objective Loss 0.000000 Distill Loss 0.012110 LR 0.001000 Time 0.258210 +2023-11-30 07:05:48,031 - Epoch: [2][ 7700/31148] Overall Loss 0.012107 Objective Loss 0.000000 Distill Loss 0.012107 LR 0.001000 Time 0.258200 +2023-11-30 07:06:13,737 - Epoch: [2][ 7800/31148] Overall Loss 0.012104 Objective Loss 0.000000 Distill Loss 0.012104 LR 0.001000 Time 0.258185 +2023-11-30 07:06:39,468 - Epoch: [2][ 7900/31148] Overall Loss 0.012103 Objective Loss 0.000000 Distill Loss 0.012103 LR 0.001000 Time 0.258173 +2023-11-30 07:07:05,161 - Epoch: [2][ 8000/31148] Overall Loss 0.012100 Objective Loss 0.000000 Distill Loss 0.012100 LR 0.001000 Time 0.258158 +2023-11-30 07:07:30,875 - Epoch: [2][ 8100/31148] Overall Loss 0.012099 Objective Loss 0.000000 Distill Loss 0.012099 LR 0.001000 Time 0.258145 +2023-11-30 07:07:56,605 - Epoch: [2][ 8200/31148] Overall Loss 0.012097 Objective Loss 0.000000 Distill Loss 0.012097 LR 0.001000 Time 0.258134 +2023-11-30 07:08:22,323 - Epoch: [2][ 8300/31148] Overall Loss 0.012096 Objective Loss 0.000000 Distill Loss 0.012096 LR 0.001000 Time 0.258122 +2023-11-30 07:08:48,090 - Epoch: [2][ 8400/31148] Overall Loss 0.012094 Objective Loss 0.000000 Distill Loss 0.012094 LR 0.001000 Time 0.258117 +2023-11-30 07:09:13,812 - Epoch: [2][ 8500/31148] Overall Loss 0.012092 Objective Loss 0.000000 Distill Loss 0.012092 LR 0.001000 Time 0.258106 +2023-11-30 07:09:39,601 - Epoch: [2][ 8600/31148] Overall Loss 0.012090 Objective Loss 0.000000 Distill Loss 0.012090 LR 0.001000 Time 0.258103 +2023-11-30 07:10:05,320 - Epoch: [2][ 8700/31148] Overall Loss 0.012090 Objective Loss 0.000000 Distill Loss 0.012090 LR 0.001000 Time 0.258092 +2023-11-30 07:10:31,065 - Epoch: [2][ 8800/31148] Overall Loss 0.012089 Objective Loss 0.000000 Distill Loss 0.012089 LR 0.001000 Time 0.258084 +2023-11-30 07:10:56,773 - Epoch: [2][ 8900/31148] Overall Loss 0.012087 Objective Loss 0.000000 Distill Loss 0.012087 LR 0.001000 Time 0.258073 +2023-11-30 07:11:22,514 - Epoch: [2][ 9000/31148] Overall Loss 0.012086 Objective Loss 0.000000 Distill Loss 0.012086 LR 0.001000 Time 0.258065 +2023-11-30 07:11:48,227 - Epoch: [2][ 9100/31148] Overall Loss 0.012084 Objective Loss 0.000000 Distill Loss 0.012084 LR 0.001000 Time 0.258055 +2023-11-30 07:12:13,955 - Epoch: [2][ 9200/31148] Overall Loss 0.012084 Objective Loss 0.000000 Distill Loss 0.012084 LR 0.001000 Time 0.258046 +2023-11-30 07:12:39,720 - Epoch: [2][ 9300/31148] Overall Loss 0.012082 Objective Loss 0.000000 Distill Loss 0.012082 LR 0.001000 Time 0.258041 +2023-11-30 07:13:05,476 - Epoch: [2][ 9400/31148] Overall Loss 0.012081 Objective Loss 0.000000 Distill Loss 0.012081 LR 0.001000 Time 0.258036 +2023-11-30 07:13:31,235 - Epoch: [2][ 9500/31148] Overall Loss 0.012079 Objective Loss 0.000000 Distill Loss 0.012079 LR 0.001000 Time 0.258031 +2023-11-30 07:13:57,016 - Epoch: [2][ 9600/31148] Overall Loss 0.012079 Objective Loss 0.000000 Distill Loss 0.012079 LR 0.001000 Time 0.258028 +2023-11-30 07:14:22,756 - Epoch: [2][ 9700/31148] Overall Loss 0.012077 Objective Loss 0.000000 Distill Loss 0.012077 LR 0.001000 Time 0.258022 +2023-11-30 07:14:48,506 - Epoch: [2][ 9800/31148] Overall Loss 0.012076 Objective Loss 0.000000 Distill Loss 0.012076 LR 0.001000 Time 0.258016 +2023-11-30 07:15:14,256 - Epoch: [2][ 9900/31148] Overall Loss 0.012073 Objective Loss 0.000000 Distill Loss 0.012073 LR 0.001000 Time 0.258011 +2023-11-30 07:15:39,984 - Epoch: [2][10000/31148] Overall Loss 0.012071 Objective Loss 0.000000 Distill Loss 0.012071 LR 0.001000 Time 0.258003 +2023-11-30 07:16:05,791 - Epoch: [2][10100/31148] Overall Loss 0.012068 Objective Loss 0.000000 Distill Loss 0.012068 LR 0.001000 Time 0.258003 +2023-11-30 07:16:31,498 - Epoch: [2][10200/31148] Overall Loss 0.012067 Objective Loss 0.000000 Distill Loss 0.012067 LR 0.001000 Time 0.257994 +2023-11-30 07:16:57,223 - Epoch: [2][10300/31148] Overall Loss 0.012067 Objective Loss 0.000000 Distill Loss 0.012067 LR 0.001000 Time 0.257986 +2023-11-30 07:17:22,945 - Epoch: [2][10400/31148] Overall Loss 0.012065 Objective Loss 0.000000 Distill Loss 0.012065 LR 0.001000 Time 0.257979 +2023-11-30 07:17:48,698 - Epoch: [2][10500/31148] Overall Loss 0.012063 Objective Loss 0.000000 Distill Loss 0.012063 LR 0.001000 Time 0.257974 +2023-11-30 07:18:14,412 - Epoch: [2][10600/31148] Overall Loss 0.012063 Objective Loss 0.000000 Distill Loss 0.012063 LR 0.001000 Time 0.257966 +2023-11-30 07:18:40,188 - Epoch: [2][10700/31148] Overall Loss 0.012060 Objective Loss 0.000000 Distill Loss 0.012060 LR 0.001000 Time 0.257964 +2023-11-30 07:19:05,929 - Epoch: [2][10800/31148] Overall Loss 0.012058 Objective Loss 0.000000 Distill Loss 0.012058 LR 0.001000 Time 0.257959 +2023-11-30 07:19:31,714 - Epoch: [2][10900/31148] Overall Loss 0.012056 Objective Loss 0.000000 Distill Loss 0.012056 LR 0.001000 Time 0.257957 +2023-11-30 07:19:57,464 - Epoch: [2][11000/31148] Overall Loss 0.012054 Objective Loss 0.000000 Distill Loss 0.012054 LR 0.001000 Time 0.257953 +2023-11-30 07:20:23,241 - Epoch: [2][11100/31148] Overall Loss 0.012053 Objective Loss 0.000000 Distill Loss 0.012053 LR 0.001000 Time 0.257951 +2023-11-30 07:20:49,021 - Epoch: [2][11200/31148] Overall Loss 0.012051 Objective Loss 0.000000 Distill Loss 0.012051 LR 0.001000 Time 0.257949 +2023-11-30 07:21:14,800 - Epoch: [2][11300/31148] Overall Loss 0.012049 Objective Loss 0.000000 Distill Loss 0.012049 LR 0.001000 Time 0.257948 +2023-11-30 07:21:40,549 - Epoch: [2][11400/31148] Overall Loss 0.012048 Objective Loss 0.000000 Distill Loss 0.012048 LR 0.001000 Time 0.257944 +2023-11-30 07:22:06,296 - Epoch: [2][11500/31148] Overall Loss 0.012047 Objective Loss 0.000000 Distill Loss 0.012047 LR 0.001000 Time 0.257939 +2023-11-30 07:22:32,040 - Epoch: [2][11600/31148] Overall Loss 0.012045 Objective Loss 0.000000 Distill Loss 0.012045 LR 0.001000 Time 0.257935 +2023-11-30 07:22:57,807 - Epoch: [2][11700/31148] Overall Loss 0.012043 Objective Loss 0.000000 Distill Loss 0.012043 LR 0.001000 Time 0.257932 +2023-11-30 07:23:23,552 - Epoch: [2][11800/31148] Overall Loss 0.012042 Objective Loss 0.000000 Distill Loss 0.012042 LR 0.001000 Time 0.257928 +2023-11-30 07:23:49,328 - Epoch: [2][11900/31148] Overall Loss 0.012040 Objective Loss 0.000000 Distill Loss 0.012040 LR 0.001000 Time 0.257926 +2023-11-30 07:24:15,080 - Epoch: [2][12000/31148] Overall Loss 0.012039 Objective Loss 0.000000 Distill Loss 0.012039 LR 0.001000 Time 0.257923 +2023-11-30 07:24:40,813 - Epoch: [2][12100/31148] Overall Loss 0.012036 Objective Loss 0.000000 Distill Loss 0.012036 LR 0.001000 Time 0.257917 +2023-11-30 07:25:06,561 - Epoch: [2][12200/31148] Overall Loss 0.012035 Objective Loss 0.000000 Distill Loss 0.012035 LR 0.001000 Time 0.257914 +2023-11-30 07:25:32,292 - Epoch: [2][12300/31148] Overall Loss 0.012034 Objective Loss 0.000000 Distill Loss 0.012034 LR 0.001000 Time 0.257909 +2023-11-30 07:25:58,052 - Epoch: [2][12400/31148] Overall Loss 0.012032 Objective Loss 0.000000 Distill Loss 0.012032 LR 0.001000 Time 0.257906 +2023-11-30 07:26:23,772 - Epoch: [2][12500/31148] Overall Loss 0.012030 Objective Loss 0.000000 Distill Loss 0.012030 LR 0.001000 Time 0.257900 +2023-11-30 07:26:49,542 - Epoch: [2][12600/31148] Overall Loss 0.012029 Objective Loss 0.000000 Distill Loss 0.012029 LR 0.001000 Time 0.257898 +2023-11-30 07:27:15,257 - Epoch: [2][12700/31148] Overall Loss 0.012028 Objective Loss 0.000000 Distill Loss 0.012028 LR 0.001000 Time 0.257892 +2023-11-30 07:27:41,001 - Epoch: [2][12800/31148] Overall Loss 0.012027 Objective Loss 0.000000 Distill Loss 0.012027 LR 0.001000 Time 0.257888 +2023-11-30 07:28:06,736 - Epoch: [2][12900/31148] Overall Loss 0.012026 Objective Loss 0.000000 Distill Loss 0.012026 LR 0.001000 Time 0.257884 +2023-11-30 07:28:32,488 - Epoch: [2][13000/31148] Overall Loss 0.012026 Objective Loss 0.000000 Distill Loss 0.012026 LR 0.001000 Time 0.257881 +2023-11-30 07:28:58,259 - Epoch: [2][13100/31148] Overall Loss 0.012025 Objective Loss 0.000000 Distill Loss 0.012025 LR 0.001000 Time 0.257879 +2023-11-30 07:29:24,017 - Epoch: [2][13200/31148] Overall Loss 0.012023 Objective Loss 0.000000 Distill Loss 0.012023 LR 0.001000 Time 0.257877 +2023-11-30 07:29:49,749 - Epoch: [2][13300/31148] Overall Loss 0.012022 Objective Loss 0.000000 Distill Loss 0.012022 LR 0.001000 Time 0.257873 +2023-11-30 07:30:15,467 - Epoch: [2][13400/31148] Overall Loss 0.012020 Objective Loss 0.000000 Distill Loss 0.012020 LR 0.001000 Time 0.257867 +2023-11-30 07:30:41,195 - Epoch: [2][13500/31148] Overall Loss 0.012019 Objective Loss 0.000000 Distill Loss 0.012019 LR 0.001000 Time 0.257863 +2023-11-30 07:31:06,961 - Epoch: [2][13600/31148] Overall Loss 0.012018 Objective Loss 0.000000 Distill Loss 0.012018 LR 0.001000 Time 0.257861 +2023-11-30 07:31:32,693 - Epoch: [2][13700/31148] Overall Loss 0.012017 Objective Loss 0.000000 Distill Loss 0.012017 LR 0.001000 Time 0.257857 +2023-11-30 07:31:58,432 - Epoch: [2][13800/31148] Overall Loss 0.012016 Objective Loss 0.000000 Distill Loss 0.012016 LR 0.001000 Time 0.257853 +2023-11-30 07:32:24,178 - Epoch: [2][13900/31148] Overall Loss 0.012014 Objective Loss 0.000000 Distill Loss 0.012014 LR 0.001000 Time 0.257850 +2023-11-30 07:32:49,918 - Epoch: [2][14000/31148] Overall Loss 0.012013 Objective Loss 0.000000 Distill Loss 0.012013 LR 0.001000 Time 0.257847 +2023-11-30 07:33:15,669 - Epoch: [2][14100/31148] Overall Loss 0.012011 Objective Loss 0.000000 Distill Loss 0.012011 LR 0.001000 Time 0.257844 +2023-11-30 07:33:41,354 - Epoch: [2][14200/31148] Overall Loss 0.012010 Objective Loss 0.000000 Distill Loss 0.012010 LR 0.001000 Time 0.257837 +2023-11-30 07:34:07,096 - Epoch: [2][14300/31148] Overall Loss 0.012009 Objective Loss 0.000000 Distill Loss 0.012009 LR 0.001000 Time 0.257834 +2023-11-30 07:34:32,824 - Epoch: [2][14400/31148] Overall Loss 0.012007 Objective Loss 0.000000 Distill Loss 0.012007 LR 0.001000 Time 0.257830 +2023-11-30 07:34:58,609 - Epoch: [2][14500/31148] Overall Loss 0.012006 Objective Loss 0.000000 Distill Loss 0.012006 LR 0.001000 Time 0.257830 +2023-11-30 07:35:24,369 - Epoch: [2][14600/31148] Overall Loss 0.012005 Objective Loss 0.000000 Distill Loss 0.012005 LR 0.001000 Time 0.257828 +2023-11-30 07:35:50,123 - Epoch: [2][14700/31148] Overall Loss 0.012002 Objective Loss 0.000000 Distill Loss 0.012002 LR 0.001000 Time 0.257826 +2023-11-30 07:36:15,836 - Epoch: [2][14800/31148] Overall Loss 0.012000 Objective Loss 0.000000 Distill Loss 0.012000 LR 0.001000 Time 0.257821 +2023-11-30 07:36:41,582 - Epoch: [2][14900/31148] Overall Loss 0.011998 Objective Loss 0.000000 Distill Loss 0.011998 LR 0.001000 Time 0.257819 +2023-11-30 07:37:07,317 - Epoch: [2][15000/31148] Overall Loss 0.011997 Objective Loss 0.000000 Distill Loss 0.011997 LR 0.001000 Time 0.257815 +2023-11-30 07:37:33,103 - Epoch: [2][15100/31148] Overall Loss 0.011997 Objective Loss 0.000000 Distill Loss 0.011997 LR 0.001000 Time 0.257815 +2023-11-30 07:37:58,871 - Epoch: [2][15200/31148] Overall Loss 0.011995 Objective Loss 0.000000 Distill Loss 0.011995 LR 0.001000 Time 0.257814 +2023-11-30 07:38:24,556 - Epoch: [2][15300/31148] Overall Loss 0.011995 Objective Loss 0.000000 Distill Loss 0.011995 LR 0.001000 Time 0.257808 +2023-11-30 07:38:50,287 - Epoch: [2][15400/31148] Overall Loss 0.011993 Objective Loss 0.000000 Distill Loss 0.011993 LR 0.001000 Time 0.257805 +2023-11-30 07:39:15,995 - Epoch: [2][15500/31148] Overall Loss 0.011992 Objective Loss 0.000000 Distill Loss 0.011992 LR 0.001000 Time 0.257800 +2023-11-30 07:39:41,760 - Epoch: [2][15600/31148] Overall Loss 0.011990 Objective Loss 0.000000 Distill Loss 0.011990 LR 0.001000 Time 0.257799 +2023-11-30 07:40:07,481 - Epoch: [2][15700/31148] Overall Loss 0.011989 Objective Loss 0.000000 Distill Loss 0.011989 LR 0.001000 Time 0.257795 +2023-11-30 07:40:33,271 - Epoch: [2][15800/31148] Overall Loss 0.011988 Objective Loss 0.000000 Distill Loss 0.011988 LR 0.001000 Time 0.257795 +2023-11-30 07:40:58,970 - Epoch: [2][15900/31148] Overall Loss 0.011987 Objective Loss 0.000000 Distill Loss 0.011987 LR 0.001000 Time 0.257790 +2023-11-30 07:41:24,697 - Epoch: [2][16000/31148] Overall Loss 0.011986 Objective Loss 0.000000 Distill Loss 0.011986 LR 0.001000 Time 0.257786 +2023-11-30 07:41:50,440 - Epoch: [2][16100/31148] Overall Loss 0.011985 Objective Loss 0.000000 Distill Loss 0.011985 LR 0.001000 Time 0.257784 +2023-11-30 07:42:16,241 - Epoch: [2][16200/31148] Overall Loss 0.011983 Objective Loss 0.000000 Distill Loss 0.011983 LR 0.001000 Time 0.257785 +2023-11-30 07:42:42,029 - Epoch: [2][16300/31148] Overall Loss 0.011982 Objective Loss 0.000000 Distill Loss 0.011982 LR 0.001000 Time 0.257786 +2023-11-30 07:43:07,774 - Epoch: [2][16400/31148] Overall Loss 0.011981 Objective Loss 0.000000 Distill Loss 0.011981 LR 0.001000 Time 0.257783 +2023-11-30 07:43:33,543 - Epoch: [2][16500/31148] Overall Loss 0.011980 Objective Loss 0.000000 Distill Loss 0.011980 LR 0.001000 Time 0.257783 +2023-11-30 07:43:59,341 - Epoch: [2][16600/31148] Overall Loss 0.011979 Objective Loss 0.000000 Distill Loss 0.011979 LR 0.001000 Time 0.257784 +2023-11-30 07:44:25,113 - Epoch: [2][16700/31148] Overall Loss 0.011977 Objective Loss 0.000000 Distill Loss 0.011977 LR 0.001000 Time 0.257783 +2023-11-30 07:44:50,853 - Epoch: [2][16800/31148] Overall Loss 0.011976 Objective Loss 0.000000 Distill Loss 0.011976 LR 0.001000 Time 0.257781 +2023-11-30 07:45:16,598 - Epoch: [2][16900/31148] Overall Loss 0.011974 Objective Loss 0.000000 Distill Loss 0.011974 LR 0.001000 Time 0.257779 +2023-11-30 07:45:42,306 - Epoch: [2][17000/31148] Overall Loss 0.011972 Objective Loss 0.000000 Distill Loss 0.011972 LR 0.001000 Time 0.257774 +2023-11-30 07:46:08,041 - Epoch: [2][17100/31148] Overall Loss 0.011972 Objective Loss 0.000000 Distill Loss 0.011972 LR 0.001000 Time 0.257772 +2023-11-30 07:46:33,771 - Epoch: [2][17200/31148] Overall Loss 0.011971 Objective Loss 0.000000 Distill Loss 0.011971 LR 0.001000 Time 0.257769 +2023-11-30 07:46:59,522 - Epoch: [2][17300/31148] Overall Loss 0.011969 Objective Loss 0.000000 Distill Loss 0.011969 LR 0.001000 Time 0.257767 +2023-11-30 07:47:25,252 - Epoch: [2][17400/31148] Overall Loss 0.011968 Objective Loss 0.000000 Distill Loss 0.011968 LR 0.001000 Time 0.257764 +2023-11-30 07:47:51,021 - Epoch: [2][17500/31148] Overall Loss 0.011966 Objective Loss 0.000000 Distill Loss 0.011966 LR 0.001000 Time 0.257764 +2023-11-30 07:48:16,767 - Epoch: [2][17600/31148] Overall Loss 0.011965 Objective Loss 0.000000 Distill Loss 0.011965 LR 0.001000 Time 0.257762 +2023-11-30 07:48:42,541 - Epoch: [2][17700/31148] Overall Loss 0.011962 Objective Loss 0.000000 Distill Loss 0.011962 LR 0.001000 Time 0.257762 +2023-11-30 07:49:08,281 - Epoch: [2][17800/31148] Overall Loss 0.011961 Objective Loss 0.000000 Distill Loss 0.011961 LR 0.001000 Time 0.257759 +2023-11-30 07:49:34,041 - Epoch: [2][17900/31148] Overall Loss 0.011960 Objective Loss 0.000000 Distill Loss 0.011960 LR 0.001000 Time 0.257758 +2023-11-30 07:49:59,831 - Epoch: [2][18000/31148] Overall Loss 0.011958 Objective Loss 0.000000 Distill Loss 0.011958 LR 0.001000 Time 0.257759 +2023-11-30 07:50:25,561 - Epoch: [2][18100/31148] Overall Loss 0.011956 Objective Loss 0.000000 Distill Loss 0.011956 LR 0.001000 Time 0.257756 +2023-11-30 07:50:51,263 - Epoch: [2][18200/31148] Overall Loss 0.011956 Objective Loss 0.000000 Distill Loss 0.011956 LR 0.001000 Time 0.257752 +2023-11-30 07:51:17,003 - Epoch: [2][18300/31148] Overall Loss 0.011955 Objective Loss 0.000000 Distill Loss 0.011955 LR 0.001000 Time 0.257750 +2023-11-30 07:51:42,744 - Epoch: [2][18400/31148] Overall Loss 0.011954 Objective Loss 0.000000 Distill Loss 0.011954 LR 0.001000 Time 0.257748 +2023-11-30 07:52:08,467 - Epoch: [2][18500/31148] Overall Loss 0.011952 Objective Loss 0.000000 Distill Loss 0.011952 LR 0.001000 Time 0.257745 +2023-11-30 07:52:34,231 - Epoch: [2][18600/31148] Overall Loss 0.011950 Objective Loss 0.000000 Distill Loss 0.011950 LR 0.001000 Time 0.257744 +2023-11-30 07:52:59,936 - Epoch: [2][18700/31148] Overall Loss 0.011949 Objective Loss 0.000000 Distill Loss 0.011949 LR 0.001000 Time 0.257741 +2023-11-30 07:53:25,665 - Epoch: [2][18800/31148] Overall Loss 0.011948 Objective Loss 0.000000 Distill Loss 0.011948 LR 0.001000 Time 0.257738 +2023-11-30 07:53:51,441 - Epoch: [2][18900/31148] Overall Loss 0.011947 Objective Loss 0.000000 Distill Loss 0.011947 LR 0.001000 Time 0.257738 +2023-11-30 07:54:17,142 - Epoch: [2][19000/31148] Overall Loss 0.011945 Objective Loss 0.000000 Distill Loss 0.011945 LR 0.001000 Time 0.257734 +2023-11-30 07:54:42,870 - Epoch: [2][19100/31148] Overall Loss 0.011943 Objective Loss 0.000000 Distill Loss 0.011943 LR 0.001000 Time 0.257732 +2023-11-30 07:55:08,596 - Epoch: [2][19200/31148] Overall Loss 0.011942 Objective Loss 0.000000 Distill Loss 0.011942 LR 0.001000 Time 0.257729 +2023-11-30 07:55:34,334 - Epoch: [2][19300/31148] Overall Loss 0.011941 Objective Loss 0.000000 Distill Loss 0.011941 LR 0.001000 Time 0.257727 +2023-11-30 07:56:00,104 - Epoch: [2][19400/31148] Overall Loss 0.011940 Objective Loss 0.000000 Distill Loss 0.011940 LR 0.001000 Time 0.257727 +2023-11-30 07:56:25,880 - Epoch: [2][19500/31148] Overall Loss 0.011939 Objective Loss 0.000000 Distill Loss 0.011939 LR 0.001000 Time 0.257727 +2023-11-30 07:56:51,593 - Epoch: [2][19600/31148] Overall Loss 0.011939 Objective Loss 0.000000 Distill Loss 0.011939 LR 0.001000 Time 0.257724 +2023-11-30 07:57:17,406 - Epoch: [2][19700/31148] Overall Loss 0.011938 Objective Loss 0.000000 Distill Loss 0.011938 LR 0.001000 Time 0.257726 +2023-11-30 07:57:43,118 - Epoch: [2][19800/31148] Overall Loss 0.011936 Objective Loss 0.000000 Distill Loss 0.011936 LR 0.001000 Time 0.257722 +2023-11-30 07:58:08,839 - Epoch: [2][19900/31148] Overall Loss 0.011935 Objective Loss 0.000000 Distill Loss 0.011935 LR 0.001000 Time 0.257720 +2023-11-30 07:58:34,598 - Epoch: [2][20000/31148] Overall Loss 0.011934 Objective Loss 0.000000 Distill Loss 0.011934 LR 0.001000 Time 0.257719 +2023-11-30 07:59:00,310 - Epoch: [2][20100/31148] Overall Loss 0.011933 Objective Loss 0.000000 Distill Loss 0.011933 LR 0.001000 Time 0.257716 +2023-11-30 07:59:26,064 - Epoch: [2][20200/31148] Overall Loss 0.011932 Objective Loss 0.000000 Distill Loss 0.011932 LR 0.001000 Time 0.257715 +2023-11-30 07:59:51,764 - Epoch: [2][20300/31148] Overall Loss 0.011931 Objective Loss 0.000000 Distill Loss 0.011931 LR 0.001000 Time 0.257711 +2023-11-30 08:00:17,535 - Epoch: [2][20400/31148] Overall Loss 0.011930 Objective Loss 0.000000 Distill Loss 0.011930 LR 0.001000 Time 0.257711 +2023-11-30 08:00:43,282 - Epoch: [2][20500/31148] Overall Loss 0.011928 Objective Loss 0.000000 Distill Loss 0.011928 LR 0.001000 Time 0.257710 +2023-11-30 08:01:09,006 - Epoch: [2][20600/31148] Overall Loss 0.011926 Objective Loss 0.000000 Distill Loss 0.011926 LR 0.001000 Time 0.257707 +2023-11-30 08:01:34,753 - Epoch: [2][20700/31148] Overall Loss 0.011924 Objective Loss 0.000000 Distill Loss 0.011924 LR 0.001000 Time 0.257706 +2023-11-30 08:02:00,522 - Epoch: [2][20800/31148] Overall Loss 0.011923 Objective Loss 0.000000 Distill Loss 0.011923 LR 0.001000 Time 0.257706 +2023-11-30 08:02:26,248 - Epoch: [2][20900/31148] Overall Loss 0.011922 Objective Loss 0.000000 Distill Loss 0.011922 LR 0.001000 Time 0.257704 +2023-11-30 08:02:51,976 - Epoch: [2][21000/31148] Overall Loss 0.011921 Objective Loss 0.000000 Distill Loss 0.011921 LR 0.001000 Time 0.257701 +2023-11-30 08:03:17,765 - Epoch: [2][21100/31148] Overall Loss 0.011920 Objective Loss 0.000000 Distill Loss 0.011920 LR 0.001000 Time 0.257702 +2023-11-30 08:03:43,518 - Epoch: [2][21200/31148] Overall Loss 0.011919 Objective Loss 0.000000 Distill Loss 0.011919 LR 0.001000 Time 0.257701 +2023-11-30 08:04:09,293 - Epoch: [2][21300/31148] Overall Loss 0.011918 Objective Loss 0.000000 Distill Loss 0.011918 LR 0.001000 Time 0.257701 +2023-11-30 08:04:34,992 - Epoch: [2][21400/31148] Overall Loss 0.011917 Objective Loss 0.000000 Distill Loss 0.011917 LR 0.001000 Time 0.257698 +2023-11-30 08:05:00,725 - Epoch: [2][21500/31148] Overall Loss 0.011916 Objective Loss 0.000000 Distill Loss 0.011916 LR 0.001000 Time 0.257696 +2023-11-30 08:05:26,543 - Epoch: [2][21600/31148] Overall Loss 0.011914 Objective Loss 0.000000 Distill Loss 0.011914 LR 0.001000 Time 0.257698 +2023-11-30 08:05:52,271 - Epoch: [2][21700/31148] Overall Loss 0.011913 Objective Loss 0.000000 Distill Loss 0.011913 LR 0.001000 Time 0.257696 +2023-11-30 08:06:18,004 - Epoch: [2][21800/31148] Overall Loss 0.011912 Objective Loss 0.000000 Distill Loss 0.011912 LR 0.001000 Time 0.257694 +2023-11-30 08:06:43,738 - Epoch: [2][21900/31148] Overall Loss 0.011911 Objective Loss 0.000000 Distill Loss 0.011911 LR 0.001000 Time 0.257693 +2023-11-30 08:07:09,462 - Epoch: [2][22000/31148] Overall Loss 0.011909 Objective Loss 0.000000 Distill Loss 0.011909 LR 0.001000 Time 0.257690 +2023-11-30 08:07:35,207 - Epoch: [2][22100/31148] Overall Loss 0.011908 Objective Loss 0.000000 Distill Loss 0.011908 LR 0.001000 Time 0.257689 +2023-11-30 08:08:00,936 - Epoch: [2][22200/31148] Overall Loss 0.011907 Objective Loss 0.000000 Distill Loss 0.011907 LR 0.001000 Time 0.257687 +2023-11-30 08:08:26,670 - Epoch: [2][22300/31148] Overall Loss 0.011906 Objective Loss 0.000000 Distill Loss 0.011906 LR 0.001000 Time 0.257686 +2023-11-30 08:08:52,431 - Epoch: [2][22400/31148] Overall Loss 0.011904 Objective Loss 0.000000 Distill Loss 0.011904 LR 0.001000 Time 0.257685 +2023-11-30 08:09:18,180 - Epoch: [2][22500/31148] Overall Loss 0.011903 Objective Loss 0.000000 Distill Loss 0.011903 LR 0.001000 Time 0.257684 +2023-11-30 08:09:43,915 - Epoch: [2][22600/31148] Overall Loss 0.011901 Objective Loss 0.000000 Distill Loss 0.011901 LR 0.001000 Time 0.257683 +2023-11-30 08:10:09,688 - Epoch: [2][22700/31148] Overall Loss 0.011900 Objective Loss 0.000000 Distill Loss 0.011900 LR 0.001000 Time 0.257683 +2023-11-30 08:10:35,438 - Epoch: [2][22800/31148] Overall Loss 0.011899 Objective Loss 0.000000 Distill Loss 0.011899 LR 0.001000 Time 0.257682 +2023-11-30 08:11:01,173 - Epoch: [2][22900/31148] Overall Loss 0.011897 Objective Loss 0.000000 Distill Loss 0.011897 LR 0.001000 Time 0.257680 +2023-11-30 08:11:26,889 - Epoch: [2][23000/31148] Overall Loss 0.011896 Objective Loss 0.000000 Distill Loss 0.011896 LR 0.001000 Time 0.257678 +2023-11-30 08:11:52,651 - Epoch: [2][23100/31148] Overall Loss 0.011895 Objective Loss 0.000000 Distill Loss 0.011895 LR 0.001000 Time 0.257677 +2023-11-30 08:12:18,396 - Epoch: [2][23200/31148] Overall Loss 0.011894 Objective Loss 0.000000 Distill Loss 0.011894 LR 0.001000 Time 0.257676 +2023-11-30 08:12:44,114 - Epoch: [2][23300/31148] Overall Loss 0.011893 Objective Loss 0.000000 Distill Loss 0.011893 LR 0.001000 Time 0.257674 +2023-11-30 08:13:09,866 - Epoch: [2][23400/31148] Overall Loss 0.011892 Objective Loss 0.000000 Distill Loss 0.011892 LR 0.001000 Time 0.257673 +2023-11-30 08:13:35,575 - Epoch: [2][23500/31148] Overall Loss 0.011891 Objective Loss 0.000000 Distill Loss 0.011891 LR 0.001000 Time 0.257671 +2023-11-30 08:14:01,266 - Epoch: [2][23600/31148] Overall Loss 0.011890 Objective Loss 0.000000 Distill Loss 0.011890 LR 0.001000 Time 0.257667 +2023-11-30 08:14:27,042 - Epoch: [2][23700/31148] Overall Loss 0.011889 Objective Loss 0.000000 Distill Loss 0.011889 LR 0.001000 Time 0.257668 +2023-11-30 08:14:52,773 - Epoch: [2][23800/31148] Overall Loss 0.011888 Objective Loss 0.000000 Distill Loss 0.011888 LR 0.001000 Time 0.257666 +2023-11-30 08:15:18,505 - Epoch: [2][23900/31148] Overall Loss 0.011886 Objective Loss 0.000000 Distill Loss 0.011886 LR 0.001000 Time 0.257664 +2023-11-30 08:15:44,322 - Epoch: [2][24000/31148] Overall Loss 0.011885 Objective Loss 0.000000 Distill Loss 0.011885 LR 0.001000 Time 0.257666 +2023-11-30 08:16:10,086 - Epoch: [2][24100/31148] Overall Loss 0.011885 Objective Loss 0.000000 Distill Loss 0.011885 LR 0.001000 Time 0.257666 +2023-11-30 08:16:35,794 - Epoch: [2][24200/31148] Overall Loss 0.011884 Objective Loss 0.000000 Distill Loss 0.011884 LR 0.001000 Time 0.257664 +2023-11-30 08:17:01,493 - Epoch: [2][24300/31148] Overall Loss 0.011882 Objective Loss 0.000000 Distill Loss 0.011882 LR 0.001000 Time 0.257661 +2023-11-30 08:17:27,214 - Epoch: [2][24400/31148] Overall Loss 0.011881 Objective Loss 0.000000 Distill Loss 0.011881 LR 0.001000 Time 0.257659 +2023-11-30 08:17:52,945 - Epoch: [2][24500/31148] Overall Loss 0.011880 Objective Loss 0.000000 Distill Loss 0.011880 LR 0.001000 Time 0.257657 +2023-11-30 08:18:18,636 - Epoch: [2][24600/31148] Overall Loss 0.011879 Objective Loss 0.000000 Distill Loss 0.011879 LR 0.001000 Time 0.257654 +2023-11-30 08:18:44,348 - Epoch: [2][24700/31148] Overall Loss 0.011878 Objective Loss 0.000000 Distill Loss 0.011878 LR 0.001000 Time 0.257652 +2023-11-30 08:19:10,081 - Epoch: [2][24800/31148] Overall Loss 0.011877 Objective Loss 0.000000 Distill Loss 0.011877 LR 0.001000 Time 0.257651 +2023-11-30 08:19:35,841 - Epoch: [2][24900/31148] Overall Loss 0.011875 Objective Loss 0.000000 Distill Loss 0.011875 LR 0.001000 Time 0.257650 +2023-11-30 08:20:01,615 - Epoch: [2][25000/31148] Overall Loss 0.011873 Objective Loss 0.000000 Distill Loss 0.011873 LR 0.001000 Time 0.257650 +2023-11-30 08:20:27,322 - Epoch: [2][25100/31148] Overall Loss 0.011872 Objective Loss 0.000000 Distill Loss 0.011872 LR 0.001000 Time 0.257648 +2023-11-30 08:20:53,044 - Epoch: [2][25200/31148] Overall Loss 0.011870 Objective Loss 0.000000 Distill Loss 0.011870 LR 0.001000 Time 0.257646 +2023-11-30 08:21:18,760 - Epoch: [2][25300/31148] Overall Loss 0.011869 Objective Loss 0.000000 Distill Loss 0.011869 LR 0.001000 Time 0.257644 +2023-11-30 08:21:44,441 - Epoch: [2][25400/31148] Overall Loss 0.011868 Objective Loss 0.000000 Distill Loss 0.011868 LR 0.001000 Time 0.257641 +2023-11-30 08:22:10,200 - Epoch: [2][25500/31148] Overall Loss 0.011867 Objective Loss 0.000000 Distill Loss 0.011867 LR 0.001000 Time 0.257641 +2023-11-30 08:22:35,914 - Epoch: [2][25600/31148] Overall Loss 0.011866 Objective Loss 0.000000 Distill Loss 0.011866 LR 0.001000 Time 0.257638 +2023-11-30 08:23:01,628 - Epoch: [2][25700/31148] Overall Loss 0.011864 Objective Loss 0.000000 Distill Loss 0.011864 LR 0.001000 Time 0.257636 +2023-11-30 08:23:27,327 - Epoch: [2][25800/31148] Overall Loss 0.011864 Objective Loss 0.000000 Distill Loss 0.011864 LR 0.001000 Time 0.257634 +2023-11-30 08:23:53,134 - Epoch: [2][25900/31148] Overall Loss 0.011863 Objective Loss 0.000000 Distill Loss 0.011863 LR 0.001000 Time 0.257635 +2023-11-30 08:24:18,826 - Epoch: [2][26000/31148] Overall Loss 0.011861 Objective Loss 0.000000 Distill Loss 0.011861 LR 0.001000 Time 0.257633 +2023-11-30 08:24:44,573 - Epoch: [2][26100/31148] Overall Loss 0.011860 Objective Loss 0.000000 Distill Loss 0.011860 LR 0.001000 Time 0.257632 +2023-11-30 08:25:10,286 - Epoch: [2][26200/31148] Overall Loss 0.011859 Objective Loss 0.000000 Distill Loss 0.011859 LR 0.001000 Time 0.257630 +2023-11-30 08:25:36,041 - Epoch: [2][26300/31148] Overall Loss 0.011857 Objective Loss 0.000000 Distill Loss 0.011857 LR 0.001000 Time 0.257629 +2023-11-30 08:26:01,773 - Epoch: [2][26400/31148] Overall Loss 0.011856 Objective Loss 0.000000 Distill Loss 0.011856 LR 0.001000 Time 0.257628 +2023-11-30 08:26:27,508 - Epoch: [2][26500/31148] Overall Loss 0.011855 Objective Loss 0.000000 Distill Loss 0.011855 LR 0.001000 Time 0.257627 +2023-11-30 08:26:53,256 - Epoch: [2][26600/31148] Overall Loss 0.011854 Objective Loss 0.000000 Distill Loss 0.011854 LR 0.001000 Time 0.257626 +2023-11-30 08:27:19,007 - Epoch: [2][26700/31148] Overall Loss 0.011853 Objective Loss 0.000000 Distill Loss 0.011853 LR 0.001000 Time 0.257626 +2023-11-30 08:27:44,774 - Epoch: [2][26800/31148] Overall Loss 0.011852 Objective Loss 0.000000 Distill Loss 0.011852 LR 0.001000 Time 0.257626 +2023-11-30 08:28:10,503 - Epoch: [2][26900/31148] Overall Loss 0.011851 Objective Loss 0.000000 Distill Loss 0.011851 LR 0.001000 Time 0.257625 +2023-11-30 08:28:36,221 - Epoch: [2][27000/31148] Overall Loss 0.011850 Objective Loss 0.000000 Distill Loss 0.011850 LR 0.001000 Time 0.257623 +2023-11-30 08:29:01,989 - Epoch: [2][27100/31148] Overall Loss 0.011848 Objective Loss 0.000000 Distill Loss 0.011848 LR 0.001000 Time 0.257623 +2023-11-30 08:29:27,751 - Epoch: [2][27200/31148] Overall Loss 0.011847 Objective Loss 0.000000 Distill Loss 0.011847 LR 0.001000 Time 0.257623 +2023-11-30 08:29:53,449 - Epoch: [2][27300/31148] Overall Loss 0.011846 Objective Loss 0.000000 Distill Loss 0.011846 LR 0.001000 Time 0.257620 +2023-11-30 08:30:19,207 - Epoch: [2][27400/31148] Overall Loss 0.011845 Objective Loss 0.000000 Distill Loss 0.011845 LR 0.001000 Time 0.257620 +2023-11-30 08:30:45,008 - Epoch: [2][27500/31148] Overall Loss 0.011844 Objective Loss 0.000000 Distill Loss 0.011844 LR 0.001000 Time 0.257621 +2023-11-30 08:31:10,739 - Epoch: [2][27600/31148] Overall Loss 0.011843 Objective Loss 0.000000 Distill Loss 0.011843 LR 0.001000 Time 0.257620 +2023-11-30 08:31:36,437 - Epoch: [2][27700/31148] Overall Loss 0.011842 Objective Loss 0.000000 Distill Loss 0.011842 LR 0.001000 Time 0.257618 +2023-11-30 08:32:02,124 - Epoch: [2][27800/31148] Overall Loss 0.011840 Objective Loss 0.000000 Distill Loss 0.011840 LR 0.001000 Time 0.257615 +2023-11-30 08:32:27,834 - Epoch: [2][27900/31148] Overall Loss 0.011839 Objective Loss 0.000000 Distill Loss 0.011839 LR 0.001000 Time 0.257613 +2023-11-30 08:32:53,539 - Epoch: [2][28000/31148] Overall Loss 0.011838 Objective Loss 0.000000 Distill Loss 0.011838 LR 0.001000 Time 0.257611 +2023-11-30 08:33:19,242 - Epoch: [2][28100/31148] Overall Loss 0.011836 Objective Loss 0.000000 Distill Loss 0.011836 LR 0.001000 Time 0.257609 +2023-11-30 08:33:44,953 - Epoch: [2][28200/31148] Overall Loss 0.011835 Objective Loss 0.000000 Distill Loss 0.011835 LR 0.001000 Time 0.257607 +2023-11-30 08:34:10,651 - Epoch: [2][28300/31148] Overall Loss 0.011834 Objective Loss 0.000000 Distill Loss 0.011834 LR 0.001000 Time 0.257605 +2023-11-30 08:34:36,387 - Epoch: [2][28400/31148] Overall Loss 0.011833 Objective Loss 0.000000 Distill Loss 0.011833 LR 0.001000 Time 0.257604 +2023-11-30 08:35:02,128 - Epoch: [2][28500/31148] Overall Loss 0.011832 Objective Loss 0.000000 Distill Loss 0.011832 LR 0.001000 Time 0.257603 +2023-11-30 08:35:27,837 - Epoch: [2][28600/31148] Overall Loss 0.011831 Objective Loss 0.000000 Distill Loss 0.011831 LR 0.001000 Time 0.257601 +2023-11-30 08:35:53,568 - Epoch: [2][28700/31148] Overall Loss 0.011831 Objective Loss 0.000000 Distill Loss 0.011831 LR 0.001000 Time 0.257600 +2023-11-30 08:36:19,319 - Epoch: [2][28800/31148] Overall Loss 0.011829 Objective Loss 0.000000 Distill Loss 0.011829 LR 0.001000 Time 0.257600 +2023-11-30 08:36:45,089 - Epoch: [2][28900/31148] Overall Loss 0.011828 Objective Loss 0.000000 Distill Loss 0.011828 LR 0.001000 Time 0.257600 +2023-11-30 08:37:10,802 - Epoch: [2][29000/31148] Overall Loss 0.011827 Objective Loss 0.000000 Distill Loss 0.011827 LR 0.001000 Time 0.257598 +2023-11-30 08:37:36,535 - Epoch: [2][29100/31148] Overall Loss 0.011825 Objective Loss 0.000000 Distill Loss 0.011825 LR 0.001000 Time 0.257597 +2023-11-30 08:38:02,281 - Epoch: [2][29200/31148] Overall Loss 0.011824 Objective Loss 0.000000 Distill Loss 0.011824 LR 0.001000 Time 0.257597 +2023-11-30 08:38:28,036 - Epoch: [2][29300/31148] Overall Loss 0.011823 Objective Loss 0.000000 Distill Loss 0.011823 LR 0.001000 Time 0.257596 +2023-11-30 08:38:53,741 - Epoch: [2][29400/31148] Overall Loss 0.011822 Objective Loss 0.000000 Distill Loss 0.011822 LR 0.001000 Time 0.257594 +2023-11-30 08:39:19,477 - Epoch: [2][29500/31148] Overall Loss 0.011821 Objective Loss 0.000000 Distill Loss 0.011821 LR 0.001000 Time 0.257593 +2023-11-30 08:39:45,230 - Epoch: [2][29600/31148] Overall Loss 0.011820 Objective Loss 0.000000 Distill Loss 0.011820 LR 0.001000 Time 0.257593 +2023-11-30 08:40:10,925 - Epoch: [2][29700/31148] Overall Loss 0.011819 Objective Loss 0.000000 Distill Loss 0.011819 LR 0.001000 Time 0.257591 +2023-11-30 08:40:36,663 - Epoch: [2][29800/31148] Overall Loss 0.011818 Objective Loss 0.000000 Distill Loss 0.011818 LR 0.001000 Time 0.257590 +2023-11-30 08:41:02,395 - Epoch: [2][29900/31148] Overall Loss 0.011817 Objective Loss 0.000000 Distill Loss 0.011817 LR 0.001000 Time 0.257589 +2023-11-30 08:41:28,125 - Epoch: [2][30000/31148] Overall Loss 0.011816 Objective Loss 0.000000 Distill Loss 0.011816 LR 0.001000 Time 0.257588 +2023-11-30 08:41:53,859 - Epoch: [2][30100/31148] Overall Loss 0.011815 Objective Loss 0.000000 Distill Loss 0.011815 LR 0.001000 Time 0.257587 +2023-11-30 08:42:19,565 - Epoch: [2][30200/31148] Overall Loss 0.011814 Objective Loss 0.000000 Distill Loss 0.011814 LR 0.001000 Time 0.257585 +2023-11-30 08:42:45,312 - Epoch: [2][30300/31148] Overall Loss 0.011813 Objective Loss 0.000000 Distill Loss 0.011813 LR 0.001000 Time 0.257585 +2023-11-30 08:43:11,093 - Epoch: [2][30400/31148] Overall Loss 0.011812 Objective Loss 0.000000 Distill Loss 0.011812 LR 0.001000 Time 0.257585 +2023-11-30 08:43:36,831 - Epoch: [2][30500/31148] Overall Loss 0.011811 Objective Loss 0.000000 Distill Loss 0.011811 LR 0.001000 Time 0.257585 +2023-11-30 08:44:02,582 - Epoch: [2][30600/31148] Overall Loss 0.011810 Objective Loss 0.000000 Distill Loss 0.011810 LR 0.001000 Time 0.257584 +2023-11-30 08:44:28,338 - Epoch: [2][30700/31148] Overall Loss 0.011809 Objective Loss 0.000000 Distill Loss 0.011809 LR 0.001000 Time 0.257584 +2023-11-30 08:44:54,085 - Epoch: [2][30800/31148] Overall Loss 0.011808 Objective Loss 0.000000 Distill Loss 0.011808 LR 0.001000 Time 0.257584 +2023-11-30 08:45:19,773 - Epoch: [2][30900/31148] Overall Loss 0.011807 Objective Loss 0.000000 Distill Loss 0.011807 LR 0.001000 Time 0.257581 +2023-11-30 08:45:45,483 - Epoch: [2][31000/31148] Overall Loss 0.011806 Objective Loss 0.000000 Distill Loss 0.011806 LR 0.001000 Time 0.257580 +2023-11-30 08:46:11,239 - Epoch: [2][31100/31148] Overall Loss 0.011804 Objective Loss 0.000000 Distill Loss 0.011804 LR 0.001000 Time 0.257580 +2023-11-30 08:46:24,011 - Epoch: [2][31148/31148] Overall Loss 0.011804 Objective Loss 0.000000 Distill Loss 0.011804 LR 0.001000 Time 0.257593 +2023-11-30 08:46:24,361 - --- validate (epoch=2)----------- +2023-11-30 08:46:24,361 - 167951 samples (100 per mini-batch) +2023-11-30 08:46:45,194 - Epoch: [2][ 100/ 1680] Loss 0.000000 Overall Loss 0.012216 +2023-11-30 08:47:04,929 - Epoch: [2][ 200/ 1680] Loss 0.000000 Overall Loss 0.012226 +2023-11-30 08:47:24,648 - Epoch: [2][ 300/ 1680] Loss 0.000000 Overall Loss 0.012250 +2023-11-30 08:47:44,343 - Epoch: [2][ 400/ 1680] Loss 0.000000 Overall Loss 0.012242 +2023-11-30 08:48:04,039 - Epoch: [2][ 500/ 1680] Loss 0.000000 Overall Loss 0.012235 +2023-11-30 08:48:23,753 - Epoch: [2][ 600/ 1680] Loss 0.000000 Overall Loss 0.012223 +2023-11-30 08:48:43,452 - Epoch: [2][ 700/ 1680] Loss 0.000000 Overall Loss 0.012218 +2023-11-30 08:49:03,155 - Epoch: [2][ 800/ 1680] Loss 0.000000 Overall Loss 0.012219 +2023-11-30 08:49:22,873 - Epoch: [2][ 900/ 1680] Loss 0.000000 Overall Loss 0.012208 +2023-11-30 08:49:42,582 - Epoch: [2][ 1000/ 1680] Loss 0.000000 Overall Loss 0.012208 +2023-11-30 08:50:02,310 - Epoch: [2][ 1100/ 1680] Loss 0.000000 Overall Loss 0.012203 +2023-11-30 08:50:22,020 - Epoch: [2][ 1200/ 1680] Loss 0.000000 Overall Loss 0.012201 +2023-11-30 08:50:41,755 - Epoch: [2][ 1300/ 1680] Loss 0.000000 Overall Loss 0.012201 +2023-11-30 08:51:01,468 - Epoch: [2][ 1400/ 1680] Loss 0.000000 Overall Loss 0.012206 +2023-11-30 08:51:21,188 - Epoch: [2][ 1500/ 1680] Loss 0.000000 Overall Loss 0.012208 +2023-11-30 08:51:40,903 - Epoch: [2][ 1600/ 1680] Loss 0.000000 Overall Loss 0.012204 +2023-11-30 08:51:56,599 - Epoch: [2][ 1680/ 1680] Loss 0.000000 Overall Loss 0.012206 +2023-11-30 08:51:56,791 - ==> Overall Loss: 0.012 + +2023-11-30 08:51:56,795 - ==> Best [Overall Loss: 0.012206 on epoch: 2] +2023-11-30 08:51:56,795 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 08:51:56,834 - + +2023-11-30 08:51:56,834 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 08:52:28,235 - Epoch: [3][ 100/31148] Overall Loss 0.011420 Objective Loss 0.000000 Distill Loss 0.011420 LR 0.001000 Time 0.313973 +2023-11-30 08:52:53,983 - Epoch: [3][ 200/31148] Overall Loss 0.011388 Objective Loss 0.000000 Distill Loss 0.011388 LR 0.001000 Time 0.285713 +2023-11-30 08:53:19,771 - Epoch: [3][ 300/31148] Overall Loss 0.011411 Objective Loss 0.000000 Distill Loss 0.011411 LR 0.001000 Time 0.276426 +2023-11-30 08:53:45,548 - Epoch: [3][ 400/31148] Overall Loss 0.011414 Objective Loss 0.000000 Distill Loss 0.011414 LR 0.001000 Time 0.271755 +2023-11-30 08:54:11,298 - Epoch: [3][ 500/31148] Overall Loss 0.011393 Objective Loss 0.000000 Distill Loss 0.011393 LR 0.001000 Time 0.268898 +2023-11-30 08:54:37,042 - Epoch: [3][ 600/31148] Overall Loss 0.011377 Objective Loss 0.000000 Distill Loss 0.011377 LR 0.001000 Time 0.266984 +2023-11-30 08:55:02,762 - Epoch: [3][ 700/31148] Overall Loss 0.011392 Objective Loss 0.000000 Distill Loss 0.011392 LR 0.001000 Time 0.265583 +2023-11-30 08:55:28,460 - Epoch: [3][ 800/31148] Overall Loss 0.011404 Objective Loss 0.000000 Distill Loss 0.011404 LR 0.001000 Time 0.264504 +2023-11-30 08:55:54,141 - Epoch: [3][ 900/31148] Overall Loss 0.011387 Objective Loss 0.000000 Distill Loss 0.011387 LR 0.001000 Time 0.263647 +2023-11-30 08:56:19,895 - Epoch: [3][ 1000/31148] Overall Loss 0.011379 Objective Loss 0.000000 Distill Loss 0.011379 LR 0.001000 Time 0.263033 +2023-11-30 08:56:45,594 - Epoch: [3][ 1100/31148] Overall Loss 0.011386 Objective Loss 0.000000 Distill Loss 0.011386 LR 0.001000 Time 0.262481 +2023-11-30 08:57:11,396 - Epoch: [3][ 1200/31148] Overall Loss 0.011380 Objective Loss 0.000000 Distill Loss 0.011380 LR 0.001000 Time 0.262108 +2023-11-30 08:57:37,167 - Epoch: [3][ 1300/31148] Overall Loss 0.011378 Objective Loss 0.000000 Distill Loss 0.011378 LR 0.001000 Time 0.261767 +2023-11-30 08:58:02,858 - Epoch: [3][ 1400/31148] Overall Loss 0.011378 Objective Loss 0.000000 Distill Loss 0.011378 LR 0.001000 Time 0.261418 +2023-11-30 08:58:28,566 - Epoch: [3][ 1500/31148] Overall Loss 0.011381 Objective Loss 0.000000 Distill Loss 0.011381 LR 0.001000 Time 0.261127 +2023-11-30 08:58:54,305 - Epoch: [3][ 1600/31148] Overall Loss 0.011382 Objective Loss 0.000000 Distill Loss 0.011382 LR 0.001000 Time 0.260892 +2023-11-30 08:59:20,069 - Epoch: [3][ 1700/31148] Overall Loss 0.011381 Objective Loss 0.000000 Distill Loss 0.011381 LR 0.001000 Time 0.260699 +2023-11-30 08:59:45,843 - Epoch: [3][ 1800/31148] Overall Loss 0.011380 Objective Loss 0.000000 Distill Loss 0.011380 LR 0.001000 Time 0.260533 +2023-11-30 09:00:11,575 - Epoch: [3][ 1900/31148] Overall Loss 0.011382 Objective Loss 0.000000 Distill Loss 0.011382 LR 0.001000 Time 0.260363 +2023-11-30 09:00:37,276 - Epoch: [3][ 2000/31148] Overall Loss 0.011379 Objective Loss 0.000000 Distill Loss 0.011379 LR 0.001000 Time 0.260194 +2023-11-30 09:01:02,987 - Epoch: [3][ 2100/31148] Overall Loss 0.011382 Objective Loss 0.000000 Distill Loss 0.011382 LR 0.001000 Time 0.260045 +2023-11-30 09:01:28,749 - Epoch: [3][ 2200/31148] Overall Loss 0.011380 Objective Loss 0.000000 Distill Loss 0.011380 LR 0.001000 Time 0.259934 +2023-11-30 09:01:54,495 - Epoch: [3][ 2300/31148] Overall Loss 0.011386 Objective Loss 0.000000 Distill Loss 0.011386 LR 0.001000 Time 0.259826 +2023-11-30 09:02:20,284 - Epoch: [3][ 2400/31148] Overall Loss 0.011387 Objective Loss 0.000000 Distill Loss 0.011387 LR 0.001000 Time 0.259744 +2023-11-30 09:02:45,970 - Epoch: [3][ 2500/31148] Overall Loss 0.011386 Objective Loss 0.000000 Distill Loss 0.011386 LR 0.001000 Time 0.259627 +2023-11-30 09:03:11,748 - Epoch: [3][ 2600/31148] Overall Loss 0.011389 Objective Loss 0.000000 Distill Loss 0.011389 LR 0.001000 Time 0.259555 +2023-11-30 09:03:37,542 - Epoch: [3][ 2700/31148] Overall Loss 0.011391 Objective Loss 0.000000 Distill Loss 0.011391 LR 0.001000 Time 0.259494 +2023-11-30 09:04:03,312 - Epoch: [3][ 2800/31148] Overall Loss 0.011388 Objective Loss 0.000000 Distill Loss 0.011388 LR 0.001000 Time 0.259429 +2023-11-30 09:04:29,065 - Epoch: [3][ 2900/31148] Overall Loss 0.011384 Objective Loss 0.000000 Distill Loss 0.011384 LR 0.001000 Time 0.259363 +2023-11-30 09:04:54,765 - Epoch: [3][ 3000/31148] Overall Loss 0.011382 Objective Loss 0.000000 Distill Loss 0.011382 LR 0.001000 Time 0.259283 +2023-11-30 09:05:20,505 - Epoch: [3][ 3100/31148] Overall Loss 0.011379 Objective Loss 0.000000 Distill Loss 0.011379 LR 0.001000 Time 0.259221 +2023-11-30 09:05:46,276 - Epoch: [3][ 3200/31148] Overall Loss 0.011380 Objective Loss 0.000000 Distill Loss 0.011380 LR 0.001000 Time 0.259173 +2023-11-30 09:06:12,062 - Epoch: [3][ 3300/31148] Overall Loss 0.011381 Objective Loss 0.000000 Distill Loss 0.011381 LR 0.001000 Time 0.259133 +2023-11-30 09:06:37,765 - Epoch: [3][ 3400/31148] Overall Loss 0.011379 Objective Loss 0.000000 Distill Loss 0.011379 LR 0.001000 Time 0.259070 +2023-11-30 09:07:03,500 - Epoch: [3][ 3500/31148] Overall Loss 0.011375 Objective Loss 0.000000 Distill Loss 0.011375 LR 0.001000 Time 0.259020 +2023-11-30 09:07:29,242 - Epoch: [3][ 3600/31148] Overall Loss 0.011378 Objective Loss 0.000000 Distill Loss 0.011378 LR 0.001000 Time 0.258975 +2023-11-30 09:07:54,948 - Epoch: [3][ 3700/31148] Overall Loss 0.011378 Objective Loss 0.000000 Distill Loss 0.011378 LR 0.001000 Time 0.258923 +2023-11-30 09:08:20,680 - Epoch: [3][ 3800/31148] Overall Loss 0.011377 Objective Loss 0.000000 Distill Loss 0.011377 LR 0.001000 Time 0.258880 +2023-11-30 09:08:46,384 - Epoch: [3][ 3900/31148] Overall Loss 0.011379 Objective Loss 0.000000 Distill Loss 0.011379 LR 0.001000 Time 0.258832 +2023-11-30 09:09:12,084 - Epoch: [3][ 4000/31148] Overall Loss 0.011380 Objective Loss 0.000000 Distill Loss 0.011380 LR 0.001000 Time 0.258786 +2023-11-30 09:09:37,793 - Epoch: [3][ 4100/31148] Overall Loss 0.011378 Objective Loss 0.000000 Distill Loss 0.011378 LR 0.001000 Time 0.258743 +2023-11-30 09:10:03,577 - Epoch: [3][ 4200/31148] Overall Loss 0.011378 Objective Loss 0.000000 Distill Loss 0.011378 LR 0.001000 Time 0.258721 +2023-11-30 09:10:29,420 - Epoch: [3][ 4300/31148] Overall Loss 0.011380 Objective Loss 0.000000 Distill Loss 0.011380 LR 0.001000 Time 0.258714 +2023-11-30 09:10:55,197 - Epoch: [3][ 4400/31148] Overall Loss 0.011376 Objective Loss 0.000000 Distill Loss 0.011376 LR 0.001000 Time 0.258692 +2023-11-30 09:11:20,944 - Epoch: [3][ 4500/31148] Overall Loss 0.011376 Objective Loss 0.000000 Distill Loss 0.011376 LR 0.001000 Time 0.258664 +2023-11-30 09:11:46,695 - Epoch: [3][ 4600/31148] Overall Loss 0.011376 Objective Loss 0.000000 Distill Loss 0.011376 LR 0.001000 Time 0.258639 +2023-11-30 09:12:12,403 - Epoch: [3][ 4700/31148] Overall Loss 0.011377 Objective Loss 0.000000 Distill Loss 0.011377 LR 0.001000 Time 0.258605 +2023-11-30 09:12:38,115 - Epoch: [3][ 4800/31148] Overall Loss 0.011375 Objective Loss 0.000000 Distill Loss 0.011375 LR 0.001000 Time 0.258573 +2023-11-30 09:13:03,816 - Epoch: [3][ 4900/31148] Overall Loss 0.011373 Objective Loss 0.000000 Distill Loss 0.011373 LR 0.001000 Time 0.258541 +2023-11-30 09:13:29,547 - Epoch: [3][ 5000/31148] Overall Loss 0.011375 Objective Loss 0.000000 Distill Loss 0.011375 LR 0.001000 Time 0.258516 +2023-11-30 09:13:55,269 - Epoch: [3][ 5100/31148] Overall Loss 0.011374 Objective Loss 0.000000 Distill Loss 0.011374 LR 0.001000 Time 0.258490 +2023-11-30 09:14:21,046 - Epoch: [3][ 5200/31148] Overall Loss 0.011377 Objective Loss 0.000000 Distill Loss 0.011377 LR 0.001000 Time 0.258476 +2023-11-30 09:14:46,757 - Epoch: [3][ 5300/31148] Overall Loss 0.011374 Objective Loss 0.000000 Distill Loss 0.011374 LR 0.001000 Time 0.258449 +2023-11-30 09:15:12,509 - Epoch: [3][ 5400/31148] Overall Loss 0.011376 Objective Loss 0.000000 Distill Loss 0.011376 LR 0.001000 Time 0.258432 +2023-11-30 09:15:38,306 - Epoch: [3][ 5500/31148] Overall Loss 0.011375 Objective Loss 0.000000 Distill Loss 0.011375 LR 0.001000 Time 0.258423 +2023-11-30 09:16:04,038 - Epoch: [3][ 5600/31148] Overall Loss 0.011375 Objective Loss 0.000000 Distill Loss 0.011375 LR 0.001000 Time 0.258403 +2023-11-30 09:16:29,768 - Epoch: [3][ 5700/31148] Overall Loss 0.011373 Objective Loss 0.000000 Distill Loss 0.011373 LR 0.001000 Time 0.258383 +2023-11-30 09:16:55,455 - Epoch: [3][ 5800/31148] Overall Loss 0.011369 Objective Loss 0.000000 Distill Loss 0.011369 LR 0.001000 Time 0.258356 +2023-11-30 09:17:21,251 - Epoch: [3][ 5900/31148] Overall Loss 0.011367 Objective Loss 0.000000 Distill Loss 0.011367 LR 0.001000 Time 0.258349 +2023-11-30 09:17:47,025 - Epoch: [3][ 6000/31148] Overall Loss 0.011365 Objective Loss 0.000000 Distill Loss 0.011365 LR 0.001000 Time 0.258338 +2023-11-30 09:18:12,804 - Epoch: [3][ 6100/31148] Overall Loss 0.011366 Objective Loss 0.000000 Distill Loss 0.011366 LR 0.001000 Time 0.258329 +2023-11-30 09:18:38,505 - Epoch: [3][ 6200/31148] Overall Loss 0.011363 Objective Loss 0.000000 Distill Loss 0.011363 LR 0.001000 Time 0.258307 +2023-11-30 09:19:04,221 - Epoch: [3][ 6300/31148] Overall Loss 0.011362 Objective Loss 0.000000 Distill Loss 0.011362 LR 0.001000 Time 0.258289 +2023-11-30 09:19:29,984 - Epoch: [3][ 6400/31148] Overall Loss 0.011361 Objective Loss 0.000000 Distill Loss 0.011361 LR 0.001000 Time 0.258278 +2023-11-30 09:19:55,748 - Epoch: [3][ 6500/31148] Overall Loss 0.011359 Objective Loss 0.000000 Distill Loss 0.011359 LR 0.001000 Time 0.258268 +2023-11-30 09:20:21,505 - Epoch: [3][ 6600/31148] Overall Loss 0.011357 Objective Loss 0.000000 Distill Loss 0.011357 LR 0.001000 Time 0.258257 +2023-11-30 09:20:47,258 - Epoch: [3][ 6700/31148] Overall Loss 0.011356 Objective Loss 0.000000 Distill Loss 0.011356 LR 0.001000 Time 0.258246 +2023-11-30 09:21:12,998 - Epoch: [3][ 6800/31148] Overall Loss 0.011354 Objective Loss 0.000000 Distill Loss 0.011354 LR 0.001000 Time 0.258233 +2023-11-30 09:21:38,771 - Epoch: [3][ 6900/31148] Overall Loss 0.011353 Objective Loss 0.000000 Distill Loss 0.011353 LR 0.001000 Time 0.258225 +2023-11-30 09:22:04,506 - Epoch: [3][ 7000/31148] Overall Loss 0.011354 Objective Loss 0.000000 Distill Loss 0.011354 LR 0.001000 Time 0.258212 +2023-11-30 09:22:30,202 - Epoch: [3][ 7100/31148] Overall Loss 0.011353 Objective Loss 0.000000 Distill Loss 0.011353 LR 0.001000 Time 0.258194 +2023-11-30 09:22:55,957 - Epoch: [3][ 7200/31148] Overall Loss 0.011352 Objective Loss 0.000000 Distill Loss 0.011352 LR 0.001000 Time 0.258185 +2023-11-30 09:23:21,684 - Epoch: [3][ 7300/31148] Overall Loss 0.011353 Objective Loss 0.000000 Distill Loss 0.011353 LR 0.001000 Time 0.258172 +2023-11-30 09:23:47,414 - Epoch: [3][ 7400/31148] Overall Loss 0.011353 Objective Loss 0.000000 Distill Loss 0.011353 LR 0.001000 Time 0.258160 +2023-11-30 09:24:13,139 - Epoch: [3][ 7500/31148] Overall Loss 0.011353 Objective Loss 0.000000 Distill Loss 0.011353 LR 0.001000 Time 0.258147 +2023-11-30 09:24:38,897 - Epoch: [3][ 7600/31148] Overall Loss 0.011351 Objective Loss 0.000000 Distill Loss 0.011351 LR 0.001000 Time 0.258139 +2023-11-30 09:25:04,633 - Epoch: [3][ 7700/31148] Overall Loss 0.011349 Objective Loss 0.000000 Distill Loss 0.011349 LR 0.001000 Time 0.258129 +2023-11-30 09:25:30,304 - Epoch: [3][ 7800/31148] Overall Loss 0.011346 Objective Loss 0.000000 Distill Loss 0.011346 LR 0.001000 Time 0.258111 +2023-11-30 09:25:56,047 - Epoch: [3][ 7900/31148] Overall Loss 0.011345 Objective Loss 0.000000 Distill Loss 0.011345 LR 0.001000 Time 0.258102 +2023-11-30 09:26:21,817 - Epoch: [3][ 8000/31148] Overall Loss 0.011343 Objective Loss 0.000000 Distill Loss 0.011343 LR 0.001000 Time 0.258096 +2023-11-30 09:26:47,543 - Epoch: [3][ 8100/31148] Overall Loss 0.011343 Objective Loss 0.000000 Distill Loss 0.011343 LR 0.001000 Time 0.258086 +2023-11-30 09:27:13,324 - Epoch: [3][ 8200/31148] Overall Loss 0.011342 Objective Loss 0.000000 Distill Loss 0.011342 LR 0.001000 Time 0.258082 +2023-11-30 09:27:39,052 - Epoch: [3][ 8300/31148] Overall Loss 0.011342 Objective Loss 0.000000 Distill Loss 0.011342 LR 0.001000 Time 0.258072 +2023-11-30 09:28:04,778 - Epoch: [3][ 8400/31148] Overall Loss 0.011340 Objective Loss 0.000000 Distill Loss 0.011340 LR 0.001000 Time 0.258062 +2023-11-30 09:28:30,550 - Epoch: [3][ 8500/31148] Overall Loss 0.011340 Objective Loss 0.000000 Distill Loss 0.011340 LR 0.001000 Time 0.258058 +2023-11-30 09:28:56,286 - Epoch: [3][ 8600/31148] Overall Loss 0.011338 Objective Loss 0.000000 Distill Loss 0.011338 LR 0.001000 Time 0.258049 +2023-11-30 09:29:22,020 - Epoch: [3][ 8700/31148] Overall Loss 0.011338 Objective Loss 0.000000 Distill Loss 0.011338 LR 0.001000 Time 0.258041 +2023-11-30 09:29:47,749 - Epoch: [3][ 8800/31148] Overall Loss 0.011338 Objective Loss 0.000000 Distill Loss 0.011338 LR 0.001000 Time 0.258032 +2023-11-30 09:30:13,519 - Epoch: [3][ 8900/31148] Overall Loss 0.011336 Objective Loss 0.000000 Distill Loss 0.011336 LR 0.001000 Time 0.258028 +2023-11-30 09:30:39,267 - Epoch: [3][ 9000/31148] Overall Loss 0.011334 Objective Loss 0.000000 Distill Loss 0.011334 LR 0.001000 Time 0.258021 +2023-11-30 09:31:04,991 - Epoch: [3][ 9100/31148] Overall Loss 0.011333 Objective Loss 0.000000 Distill Loss 0.011333 LR 0.001000 Time 0.258013 +2023-11-30 09:31:30,759 - Epoch: [3][ 9200/31148] Overall Loss 0.011332 Objective Loss 0.000000 Distill Loss 0.011332 LR 0.001000 Time 0.258009 +2023-11-30 09:31:56,558 - Epoch: [3][ 9300/31148] Overall Loss 0.011331 Objective Loss 0.000000 Distill Loss 0.011331 LR 0.001000 Time 0.258008 +2023-11-30 09:32:22,328 - Epoch: [3][ 9400/31148] Overall Loss 0.011330 Objective Loss 0.000000 Distill Loss 0.011330 LR 0.001000 Time 0.258005 +2023-11-30 09:32:48,064 - Epoch: [3][ 9500/31148] Overall Loss 0.011329 Objective Loss 0.000000 Distill Loss 0.011329 LR 0.001000 Time 0.257998 +2023-11-30 09:33:13,829 - Epoch: [3][ 9600/31148] Overall Loss 0.011329 Objective Loss 0.000000 Distill Loss 0.011329 LR 0.001000 Time 0.257994 +2023-11-30 09:33:39,606 - Epoch: [3][ 9700/31148] Overall Loss 0.011329 Objective Loss 0.000000 Distill Loss 0.011329 LR 0.001000 Time 0.257991 +2023-11-30 09:34:05,359 - Epoch: [3][ 9800/31148] Overall Loss 0.011329 Objective Loss 0.000000 Distill Loss 0.011329 LR 0.001000 Time 0.257986 +2023-11-30 09:34:31,159 - Epoch: [3][ 9900/31148] Overall Loss 0.011327 Objective Loss 0.000000 Distill Loss 0.011327 LR 0.001000 Time 0.257986 +2023-11-30 09:34:56,945 - Epoch: [3][10000/31148] Overall Loss 0.011325 Objective Loss 0.000000 Distill Loss 0.011325 LR 0.001000 Time 0.257984 +2023-11-30 09:35:22,692 - Epoch: [3][10100/31148] Overall Loss 0.011323 Objective Loss 0.000000 Distill Loss 0.011323 LR 0.001000 Time 0.257979 +2023-11-30 09:35:48,454 - Epoch: [3][10200/31148] Overall Loss 0.011322 Objective Loss 0.000000 Distill Loss 0.011322 LR 0.001000 Time 0.257975 +2023-11-30 09:36:14,189 - Epoch: [3][10300/31148] Overall Loss 0.011322 Objective Loss 0.000000 Distill Loss 0.011322 LR 0.001000 Time 0.257969 +2023-11-30 09:36:39,922 - Epoch: [3][10400/31148] Overall Loss 0.011321 Objective Loss 0.000000 Distill Loss 0.011321 LR 0.001000 Time 0.257962 +2023-11-30 09:37:05,673 - Epoch: [3][10500/31148] Overall Loss 0.011321 Objective Loss 0.000000 Distill Loss 0.011321 LR 0.001000 Time 0.257958 +2023-11-30 09:37:31,427 - Epoch: [3][10600/31148] Overall Loss 0.011321 Objective Loss 0.000000 Distill Loss 0.011321 LR 0.001000 Time 0.257954 +2023-11-30 09:37:57,187 - Epoch: [3][10700/31148] Overall Loss 0.011320 Objective Loss 0.000000 Distill Loss 0.011320 LR 0.001000 Time 0.257950 +2023-11-30 09:38:22,942 - Epoch: [3][10800/31148] Overall Loss 0.011319 Objective Loss 0.000000 Distill Loss 0.011319 LR 0.001000 Time 0.257946 +2023-11-30 09:38:48,708 - Epoch: [3][10900/31148] Overall Loss 0.011319 Objective Loss 0.000000 Distill Loss 0.011319 LR 0.001000 Time 0.257943 +2023-11-30 09:39:14,458 - Epoch: [3][11000/31148] Overall Loss 0.011317 Objective Loss 0.000000 Distill Loss 0.011317 LR 0.001000 Time 0.257939 +2023-11-30 09:39:40,185 - Epoch: [3][11100/31148] Overall Loss 0.011316 Objective Loss 0.000000 Distill Loss 0.011316 LR 0.001000 Time 0.257933 +2023-11-30 09:40:05,925 - Epoch: [3][11200/31148] Overall Loss 0.011314 Objective Loss 0.000000 Distill Loss 0.011314 LR 0.001000 Time 0.257928 +2023-11-30 09:40:31,689 - Epoch: [3][11300/31148] Overall Loss 0.011313 Objective Loss 0.000000 Distill Loss 0.011313 LR 0.001000 Time 0.257925 +2023-11-30 09:40:57,450 - Epoch: [3][11400/31148] Overall Loss 0.011314 Objective Loss 0.000000 Distill Loss 0.011314 LR 0.001000 Time 0.257922 +2023-11-30 09:41:23,183 - Epoch: [3][11500/31148] Overall Loss 0.011313 Objective Loss 0.000000 Distill Loss 0.011313 LR 0.001000 Time 0.257917 +2023-11-30 09:41:48,953 - Epoch: [3][11600/31148] Overall Loss 0.011312 Objective Loss 0.000000 Distill Loss 0.011312 LR 0.001000 Time 0.257915 +2023-11-30 09:42:14,733 - Epoch: [3][11700/31148] Overall Loss 0.011310 Objective Loss 0.000000 Distill Loss 0.011310 LR 0.001000 Time 0.257913 +2023-11-30 09:42:40,514 - Epoch: [3][11800/31148] Overall Loss 0.011310 Objective Loss 0.000000 Distill Loss 0.011310 LR 0.001000 Time 0.257912 +2023-11-30 09:43:06,235 - Epoch: [3][11900/31148] Overall Loss 0.011309 Objective Loss 0.000000 Distill Loss 0.011309 LR 0.001000 Time 0.257906 +2023-11-30 09:43:31,990 - Epoch: [3][12000/31148] Overall Loss 0.011308 Objective Loss 0.000000 Distill Loss 0.011308 LR 0.001000 Time 0.257903 +2023-11-30 09:43:57,807 - Epoch: [3][12100/31148] Overall Loss 0.011308 Objective Loss 0.000000 Distill Loss 0.011308 LR 0.001000 Time 0.257905 +2023-11-30 09:44:23,614 - Epoch: [3][12200/31148] Overall Loss 0.011307 Objective Loss 0.000000 Distill Loss 0.011307 LR 0.001000 Time 0.257906 +2023-11-30 09:44:49,354 - Epoch: [3][12300/31148] Overall Loss 0.011306 Objective Loss 0.000000 Distill Loss 0.011306 LR 0.001000 Time 0.257902 +2023-11-30 09:45:15,116 - Epoch: [3][12400/31148] Overall Loss 0.011305 Objective Loss 0.000000 Distill Loss 0.011305 LR 0.001000 Time 0.257899 +2023-11-30 09:45:40,815 - Epoch: [3][12500/31148] Overall Loss 0.011304 Objective Loss 0.000000 Distill Loss 0.011304 LR 0.001000 Time 0.257892 +2023-11-30 09:46:06,572 - Epoch: [3][12600/31148] Overall Loss 0.011304 Objective Loss 0.000000 Distill Loss 0.011304 LR 0.001000 Time 0.257889 +2023-11-30 09:46:32,396 - Epoch: [3][12700/31148] Overall Loss 0.011303 Objective Loss 0.000000 Distill Loss 0.011303 LR 0.001000 Time 0.257892 +2023-11-30 09:46:58,119 - Epoch: [3][12800/31148] Overall Loss 0.011302 Objective Loss 0.000000 Distill Loss 0.011302 LR 0.001000 Time 0.257886 +2023-11-30 09:47:23,921 - Epoch: [3][12900/31148] Overall Loss 0.011302 Objective Loss 0.000000 Distill Loss 0.011302 LR 0.001000 Time 0.257887 +2023-11-30 09:47:49,696 - Epoch: [3][13000/31148] Overall Loss 0.011302 Objective Loss 0.000000 Distill Loss 0.011302 LR 0.001000 Time 0.257886 +2023-11-30 09:48:15,444 - Epoch: [3][13100/31148] Overall Loss 0.011302 Objective Loss 0.000000 Distill Loss 0.011302 LR 0.001000 Time 0.257882 +2023-11-30 09:48:41,215 - Epoch: [3][13200/31148] Overall Loss 0.011301 Objective Loss 0.000000 Distill Loss 0.011301 LR 0.001000 Time 0.257881 +2023-11-30 09:49:07,020 - Epoch: [3][13300/31148] Overall Loss 0.011300 Objective Loss 0.000000 Distill Loss 0.011300 LR 0.001000 Time 0.257882 +2023-11-30 09:49:32,755 - Epoch: [3][13400/31148] Overall Loss 0.011300 Objective Loss 0.000000 Distill Loss 0.011300 LR 0.001000 Time 0.257878 +2023-11-30 09:49:58,604 - Epoch: [3][13500/31148] Overall Loss 0.011299 Objective Loss 0.000000 Distill Loss 0.011299 LR 0.001000 Time 0.257882 +2023-11-30 09:50:24,319 - Epoch: [3][13600/31148] Overall Loss 0.011298 Objective Loss 0.000000 Distill Loss 0.011298 LR 0.001000 Time 0.257877 +2023-11-30 09:50:50,041 - Epoch: [3][13700/31148] Overall Loss 0.011298 Objective Loss 0.000000 Distill Loss 0.011298 LR 0.001000 Time 0.257872 +2023-11-30 09:51:15,834 - Epoch: [3][13800/31148] Overall Loss 0.011298 Objective Loss 0.000000 Distill Loss 0.011298 LR 0.001000 Time 0.257872 +2023-11-30 09:51:41,584 - Epoch: [3][13900/31148] Overall Loss 0.011296 Objective Loss 0.000000 Distill Loss 0.011296 LR 0.001000 Time 0.257869 +2023-11-30 09:52:07,361 - Epoch: [3][14000/31148] Overall Loss 0.011296 Objective Loss 0.000000 Distill Loss 0.011296 LR 0.001000 Time 0.257868 +2023-11-30 09:52:33,128 - Epoch: [3][14100/31148] Overall Loss 0.011295 Objective Loss 0.000000 Distill Loss 0.011295 LR 0.001000 Time 0.257867 +2023-11-30 09:52:58,882 - Epoch: [3][14200/31148] Overall Loss 0.011295 Objective Loss 0.000000 Distill Loss 0.011295 LR 0.001000 Time 0.257864 +2023-11-30 09:53:24,636 - Epoch: [3][14300/31148] Overall Loss 0.011293 Objective Loss 0.000000 Distill Loss 0.011293 LR 0.001000 Time 0.257862 +2023-11-30 09:53:50,373 - Epoch: [3][14400/31148] Overall Loss 0.011292 Objective Loss 0.000000 Distill Loss 0.011292 LR 0.001000 Time 0.257858 +2023-11-30 09:54:16,150 - Epoch: [3][14500/31148] Overall Loss 0.011292 Objective Loss 0.000000 Distill Loss 0.011292 LR 0.001000 Time 0.257857 +2023-11-30 09:54:41,929 - Epoch: [3][14600/31148] Overall Loss 0.011291 Objective Loss 0.000000 Distill Loss 0.011291 LR 0.001000 Time 0.257857 +2023-11-30 09:55:07,649 - Epoch: [3][14700/31148] Overall Loss 0.011291 Objective Loss 0.000000 Distill Loss 0.011291 LR 0.001000 Time 0.257852 +2023-11-30 09:55:33,419 - Epoch: [3][14800/31148] Overall Loss 0.011290 Objective Loss 0.000000 Distill Loss 0.011290 LR 0.001000 Time 0.257851 +2023-11-30 09:55:59,158 - Epoch: [3][14900/31148] Overall Loss 0.011289 Objective Loss 0.000000 Distill Loss 0.011289 LR 0.001000 Time 0.257847 +2023-11-30 09:56:24,877 - Epoch: [3][15000/31148] Overall Loss 0.011288 Objective Loss 0.000000 Distill Loss 0.011288 LR 0.001000 Time 0.257843 +2023-11-30 09:56:50,618 - Epoch: [3][15100/31148] Overall Loss 0.011288 Objective Loss 0.000000 Distill Loss 0.011288 LR 0.001000 Time 0.257840 +2023-11-30 09:57:16,387 - Epoch: [3][15200/31148] Overall Loss 0.011287 Objective Loss 0.000000 Distill Loss 0.011287 LR 0.001000 Time 0.257839 +2023-11-30 09:57:42,149 - Epoch: [3][15300/31148] Overall Loss 0.011287 Objective Loss 0.000000 Distill Loss 0.011287 LR 0.001000 Time 0.257837 +2023-11-30 09:58:07,875 - Epoch: [3][15400/31148] Overall Loss 0.011287 Objective Loss 0.000000 Distill Loss 0.011287 LR 0.001000 Time 0.257833 +2023-11-30 09:58:33,651 - Epoch: [3][15500/31148] Overall Loss 0.011285 Objective Loss 0.000000 Distill Loss 0.011285 LR 0.001000 Time 0.257833 +2023-11-30 09:58:59,412 - Epoch: [3][15600/31148] Overall Loss 0.011284 Objective Loss 0.000000 Distill Loss 0.011284 LR 0.001000 Time 0.257831 +2023-11-30 09:59:25,184 - Epoch: [3][15700/31148] Overall Loss 0.011283 Objective Loss 0.000000 Distill Loss 0.011283 LR 0.001000 Time 0.257830 +2023-11-30 09:59:50,967 - Epoch: [3][15800/31148] Overall Loss 0.011282 Objective Loss 0.000000 Distill Loss 0.011282 LR 0.001000 Time 0.257830 +2023-11-30 10:00:16,742 - Epoch: [3][15900/31148] Overall Loss 0.011281 Objective Loss 0.000000 Distill Loss 0.011281 LR 0.001000 Time 0.257829 +2023-11-30 10:00:42,568 - Epoch: [3][16000/31148] Overall Loss 0.011280 Objective Loss 0.000000 Distill Loss 0.011280 LR 0.001000 Time 0.257832 +2023-11-30 10:01:08,344 - Epoch: [3][16100/31148] Overall Loss 0.011280 Objective Loss 0.000000 Distill Loss 0.011280 LR 0.001000 Time 0.257831 +2023-11-30 10:01:34,139 - Epoch: [3][16200/31148] Overall Loss 0.011279 Objective Loss 0.000000 Distill Loss 0.011279 LR 0.001000 Time 0.257832 +2023-11-30 10:01:59,901 - Epoch: [3][16300/31148] Overall Loss 0.011278 Objective Loss 0.000000 Distill Loss 0.011278 LR 0.001000 Time 0.257830 +2023-11-30 10:02:25,618 - Epoch: [3][16400/31148] Overall Loss 0.011277 Objective Loss 0.000000 Distill Loss 0.011277 LR 0.001000 Time 0.257826 +2023-11-30 10:02:51,376 - Epoch: [3][16500/31148] Overall Loss 0.011276 Objective Loss 0.000000 Distill Loss 0.011276 LR 0.001000 Time 0.257824 +2023-11-30 10:03:17,188 - Epoch: [3][16600/31148] Overall Loss 0.011276 Objective Loss 0.000000 Distill Loss 0.011276 LR 0.001000 Time 0.257826 +2023-11-30 10:03:43,001 - Epoch: [3][16700/31148] Overall Loss 0.011274 Objective Loss 0.000000 Distill Loss 0.011274 LR 0.001000 Time 0.257828 +2023-11-30 10:04:08,751 - Epoch: [3][16800/31148] Overall Loss 0.011273 Objective Loss 0.000000 Distill Loss 0.011273 LR 0.001000 Time 0.257826 +2023-11-30 10:04:34,501 - Epoch: [3][16900/31148] Overall Loss 0.011272 Objective Loss 0.000000 Distill Loss 0.011272 LR 0.001000 Time 0.257823 +2023-11-30 10:05:00,191 - Epoch: [3][17000/31148] Overall Loss 0.011271 Objective Loss 0.000000 Distill Loss 0.011271 LR 0.001000 Time 0.257818 +2023-11-30 10:05:25,947 - Epoch: [3][17100/31148] Overall Loss 0.011271 Objective Loss 0.000000 Distill Loss 0.011271 LR 0.001000 Time 0.257816 +2023-11-30 10:05:51,679 - Epoch: [3][17200/31148] Overall Loss 0.011270 Objective Loss 0.000000 Distill Loss 0.011270 LR 0.001000 Time 0.257813 +2023-11-30 10:06:17,409 - Epoch: [3][17300/31148] Overall Loss 0.011270 Objective Loss 0.000000 Distill Loss 0.011270 LR 0.001000 Time 0.257810 +2023-11-30 10:06:43,225 - Epoch: [3][17400/31148] Overall Loss 0.011269 Objective Loss 0.000000 Distill Loss 0.011269 LR 0.001000 Time 0.257812 +2023-11-30 10:07:08,974 - Epoch: [3][17500/31148] Overall Loss 0.011268 Objective Loss 0.000000 Distill Loss 0.011268 LR 0.001000 Time 0.257810 +2023-11-30 10:07:34,721 - Epoch: [3][17600/31148] Overall Loss 0.011267 Objective Loss 0.000000 Distill Loss 0.011267 LR 0.001000 Time 0.257808 +2023-11-30 10:08:00,454 - Epoch: [3][17700/31148] Overall Loss 0.011265 Objective Loss 0.000000 Distill Loss 0.011265 LR 0.001000 Time 0.257805 +2023-11-30 10:08:26,294 - Epoch: [3][17800/31148] Overall Loss 0.011265 Objective Loss 0.000000 Distill Loss 0.011265 LR 0.001000 Time 0.257808 +2023-11-30 10:08:52,075 - Epoch: [3][17900/31148] Overall Loss 0.011265 Objective Loss 0.000000 Distill Loss 0.011265 LR 0.001000 Time 0.257808 +2023-11-30 10:09:17,807 - Epoch: [3][18000/31148] Overall Loss 0.011264 Objective Loss 0.000000 Distill Loss 0.011264 LR 0.001000 Time 0.257805 +2023-11-30 10:09:43,563 - Epoch: [3][18100/31148] Overall Loss 0.011263 Objective Loss 0.000000 Distill Loss 0.011263 LR 0.001000 Time 0.257804 +2023-11-30 10:10:09,286 - Epoch: [3][18200/31148] Overall Loss 0.011262 Objective Loss 0.000000 Distill Loss 0.011262 LR 0.001000 Time 0.257800 +2023-11-30 10:10:35,061 - Epoch: [3][18300/31148] Overall Loss 0.011261 Objective Loss 0.000000 Distill Loss 0.011261 LR 0.001000 Time 0.257800 +2023-11-30 10:11:00,820 - Epoch: [3][18400/31148] Overall Loss 0.011261 Objective Loss 0.000000 Distill Loss 0.011261 LR 0.001000 Time 0.257799 +2023-11-30 10:11:26,501 - Epoch: [3][18500/31148] Overall Loss 0.011260 Objective Loss 0.000000 Distill Loss 0.011260 LR 0.001000 Time 0.257793 +2023-11-30 10:11:52,263 - Epoch: [3][18600/31148] Overall Loss 0.011259 Objective Loss 0.000000 Distill Loss 0.011259 LR 0.001000 Time 0.257792 +2023-11-30 10:12:18,027 - Epoch: [3][18700/31148] Overall Loss 0.011259 Objective Loss 0.000000 Distill Loss 0.011259 LR 0.001000 Time 0.257791 +2023-11-30 10:12:43,771 - Epoch: [3][18800/31148] Overall Loss 0.011258 Objective Loss 0.000000 Distill Loss 0.011258 LR 0.001000 Time 0.257789 +2023-11-30 10:13:09,493 - Epoch: [3][18900/31148] Overall Loss 0.011258 Objective Loss 0.000000 Distill Loss 0.011258 LR 0.001000 Time 0.257786 +2023-11-30 10:13:35,242 - Epoch: [3][19000/31148] Overall Loss 0.011256 Objective Loss 0.000000 Distill Loss 0.011256 LR 0.001000 Time 0.257784 +2023-11-30 10:14:00,973 - Epoch: [3][19100/31148] Overall Loss 0.011255 Objective Loss 0.000000 Distill Loss 0.011255 LR 0.001000 Time 0.257782 +2023-11-30 10:14:26,700 - Epoch: [3][19200/31148] Overall Loss 0.011255 Objective Loss 0.000000 Distill Loss 0.011255 LR 0.001000 Time 0.257779 +2023-11-30 10:14:52,448 - Epoch: [3][19300/31148] Overall Loss 0.011254 Objective Loss 0.000000 Distill Loss 0.011254 LR 0.001000 Time 0.257777 +2023-11-30 10:15:18,204 - Epoch: [3][19400/31148] Overall Loss 0.011253 Objective Loss 0.000000 Distill Loss 0.011253 LR 0.001000 Time 0.257776 +2023-11-30 10:15:43,888 - Epoch: [3][19500/31148] Overall Loss 0.011253 Objective Loss 0.000000 Distill Loss 0.011253 LR 0.001000 Time 0.257771 +2023-11-30 10:16:09,635 - Epoch: [3][19600/31148] Overall Loss 0.011252 Objective Loss 0.000000 Distill Loss 0.011252 LR 0.001000 Time 0.257769 +2023-11-30 10:16:35,386 - Epoch: [3][19700/31148] Overall Loss 0.011252 Objective Loss 0.000000 Distill Loss 0.011252 LR 0.001000 Time 0.257768 +2023-11-30 10:17:01,127 - Epoch: [3][19800/31148] Overall Loss 0.011251 Objective Loss 0.000000 Distill Loss 0.011251 LR 0.001000 Time 0.257766 +2023-11-30 10:17:26,920 - Epoch: [3][19900/31148] Overall Loss 0.011250 Objective Loss 0.000000 Distill Loss 0.011250 LR 0.001000 Time 0.257767 +2023-11-30 10:17:52,645 - Epoch: [3][20000/31148] Overall Loss 0.011250 Objective Loss 0.000000 Distill Loss 0.011250 LR 0.001000 Time 0.257764 +2023-11-30 10:18:18,366 - Epoch: [3][20100/31148] Overall Loss 0.011250 Objective Loss 0.000000 Distill Loss 0.011250 LR 0.001000 Time 0.257761 +2023-11-30 10:18:44,151 - Epoch: [3][20200/31148] Overall Loss 0.011249 Objective Loss 0.000000 Distill Loss 0.011249 LR 0.001000 Time 0.257761 +2023-11-30 10:19:09,872 - Epoch: [3][20300/31148] Overall Loss 0.011249 Objective Loss 0.000000 Distill Loss 0.011249 LR 0.001000 Time 0.257759 +2023-11-30 10:19:35,636 - Epoch: [3][20400/31148] Overall Loss 0.011248 Objective Loss 0.000000 Distill Loss 0.011248 LR 0.001000 Time 0.257758 +2023-11-30 10:20:01,362 - Epoch: [3][20500/31148] Overall Loss 0.011246 Objective Loss 0.000000 Distill Loss 0.011246 LR 0.001000 Time 0.257755 +2023-11-30 10:20:27,138 - Epoch: [3][20600/31148] Overall Loss 0.011245 Objective Loss 0.000000 Distill Loss 0.011245 LR 0.001000 Time 0.257755 +2023-11-30 10:20:52,890 - Epoch: [3][20700/31148] Overall Loss 0.011245 Objective Loss 0.000000 Distill Loss 0.011245 LR 0.001000 Time 0.257754 +2023-11-30 10:21:18,669 - Epoch: [3][20800/31148] Overall Loss 0.011244 Objective Loss 0.000000 Distill Loss 0.011244 LR 0.001000 Time 0.257754 +2023-11-30 10:21:44,372 - Epoch: [3][20900/31148] Overall Loss 0.011244 Objective Loss 0.000000 Distill Loss 0.011244 LR 0.001000 Time 0.257750 +2023-11-30 10:22:10,076 - Epoch: [3][21000/31148] Overall Loss 0.011243 Objective Loss 0.000000 Distill Loss 0.011243 LR 0.001000 Time 0.257747 +2023-11-30 10:22:35,808 - Epoch: [3][21100/31148] Overall Loss 0.011242 Objective Loss 0.000000 Distill Loss 0.011242 LR 0.001000 Time 0.257745 +2023-11-30 10:23:01,554 - Epoch: [3][21200/31148] Overall Loss 0.011242 Objective Loss 0.000000 Distill Loss 0.011242 LR 0.001000 Time 0.257743 +2023-11-30 10:23:27,245 - Epoch: [3][21300/31148] Overall Loss 0.011241 Objective Loss 0.000000 Distill Loss 0.011241 LR 0.001000 Time 0.257739 +2023-11-30 10:23:53,016 - Epoch: [3][21400/31148] Overall Loss 0.011240 Objective Loss 0.000000 Distill Loss 0.011240 LR 0.001000 Time 0.257739 +2023-11-30 10:24:18,752 - Epoch: [3][21500/31148] Overall Loss 0.011240 Objective Loss 0.000000 Distill Loss 0.011240 LR 0.001000 Time 0.257737 +2023-11-30 10:24:44,472 - Epoch: [3][21600/31148] Overall Loss 0.011238 Objective Loss 0.000000 Distill Loss 0.011238 LR 0.001000 Time 0.257734 +2023-11-30 10:25:10,166 - Epoch: [3][21700/31148] Overall Loss 0.011238 Objective Loss 0.000000 Distill Loss 0.011238 LR 0.001000 Time 0.257731 +2023-11-30 10:25:35,890 - Epoch: [3][21800/31148] Overall Loss 0.011237 Objective Loss 0.000000 Distill Loss 0.011237 LR 0.001000 Time 0.257728 +2023-11-30 10:26:01,668 - Epoch: [3][21900/31148] Overall Loss 0.011236 Objective Loss 0.000000 Distill Loss 0.011236 LR 0.001000 Time 0.257728 +2023-11-30 10:26:27,367 - Epoch: [3][22000/31148] Overall Loss 0.011236 Objective Loss 0.000000 Distill Loss 0.011236 LR 0.001000 Time 0.257725 +2023-11-30 10:26:53,141 - Epoch: [3][22100/31148] Overall Loss 0.011235 Objective Loss 0.000000 Distill Loss 0.011235 LR 0.001000 Time 0.257725 +2023-11-30 10:27:18,926 - Epoch: [3][22200/31148] Overall Loss 0.011235 Objective Loss 0.000000 Distill Loss 0.011235 LR 0.001000 Time 0.257725 +2023-11-30 10:27:44,632 - Epoch: [3][22300/31148] Overall Loss 0.011234 Objective Loss 0.000000 Distill Loss 0.011234 LR 0.001000 Time 0.257722 +2023-11-30 10:28:10,384 - Epoch: [3][22400/31148] Overall Loss 0.011233 Objective Loss 0.000000 Distill Loss 0.011233 LR 0.001000 Time 0.257721 +2023-11-30 10:28:36,160 - Epoch: [3][22500/31148] Overall Loss 0.011233 Objective Loss 0.000000 Distill Loss 0.011233 LR 0.001000 Time 0.257721 +2023-11-30 10:29:01,889 - Epoch: [3][22600/31148] Overall Loss 0.011232 Objective Loss 0.000000 Distill Loss 0.011232 LR 0.001000 Time 0.257719 +2023-11-30 10:29:27,583 - Epoch: [3][22700/31148] Overall Loss 0.011231 Objective Loss 0.000000 Distill Loss 0.011231 LR 0.001000 Time 0.257716 +2023-11-30 10:29:53,343 - Epoch: [3][22800/31148] Overall Loss 0.011230 Objective Loss 0.000000 Distill Loss 0.011230 LR 0.001000 Time 0.257715 +2023-11-30 10:30:19,114 - Epoch: [3][22900/31148] Overall Loss 0.011229 Objective Loss 0.000000 Distill Loss 0.011229 LR 0.001000 Time 0.257715 +2023-11-30 10:30:44,874 - Epoch: [3][23000/31148] Overall Loss 0.011228 Objective Loss 0.000000 Distill Loss 0.011228 LR 0.001000 Time 0.257714 +2023-11-30 10:31:10,645 - Epoch: [3][23100/31148] Overall Loss 0.011227 Objective Loss 0.000000 Distill Loss 0.011227 LR 0.001000 Time 0.257714 +2023-11-30 10:31:36,425 - Epoch: [3][23200/31148] Overall Loss 0.011227 Objective Loss 0.000000 Distill Loss 0.011227 LR 0.001000 Time 0.257714 +2023-11-30 10:32:02,176 - Epoch: [3][23300/31148] Overall Loss 0.011227 Objective Loss 0.000000 Distill Loss 0.011227 LR 0.001000 Time 0.257713 +2023-11-30 10:32:27,918 - Epoch: [3][23400/31148] Overall Loss 0.011226 Objective Loss 0.000000 Distill Loss 0.011226 LR 0.001000 Time 0.257712 +2023-11-30 10:32:53,657 - Epoch: [3][23500/31148] Overall Loss 0.011226 Objective Loss 0.000000 Distill Loss 0.011226 LR 0.001000 Time 0.257711 +2023-11-30 10:33:19,444 - Epoch: [3][23600/31148] Overall Loss 0.011225 Objective Loss 0.000000 Distill Loss 0.011225 LR 0.001000 Time 0.257711 +2023-11-30 10:33:45,196 - Epoch: [3][23700/31148] Overall Loss 0.011225 Objective Loss 0.000000 Distill Loss 0.011225 LR 0.001000 Time 0.257710 +2023-11-30 10:34:11,003 - Epoch: [3][23800/31148] Overall Loss 0.011224 Objective Loss 0.000000 Distill Loss 0.011224 LR 0.001000 Time 0.257712 +2023-11-30 10:34:36,740 - Epoch: [3][23900/31148] Overall Loss 0.011223 Objective Loss 0.000000 Distill Loss 0.011223 LR 0.001000 Time 0.257710 +2023-11-30 10:35:02,509 - Epoch: [3][24000/31148] Overall Loss 0.011222 Objective Loss 0.000000 Distill Loss 0.011222 LR 0.001000 Time 0.257710 +2023-11-30 10:35:28,305 - Epoch: [3][24100/31148] Overall Loss 0.011222 Objective Loss 0.000000 Distill Loss 0.011222 LR 0.001000 Time 0.257711 +2023-11-30 10:35:54,027 - Epoch: [3][24200/31148] Overall Loss 0.011220 Objective Loss 0.000000 Distill Loss 0.011220 LR 0.001000 Time 0.257709 +2023-11-30 10:36:19,818 - Epoch: [3][24300/31148] Overall Loss 0.011220 Objective Loss 0.000000 Distill Loss 0.011220 LR 0.001000 Time 0.257709 +2023-11-30 10:36:45,573 - Epoch: [3][24400/31148] Overall Loss 0.011219 Objective Loss 0.000000 Distill Loss 0.011219 LR 0.001000 Time 0.257709 +2023-11-30 10:37:11,298 - Epoch: [3][24500/31148] Overall Loss 0.011218 Objective Loss 0.000000 Distill Loss 0.011218 LR 0.001000 Time 0.257707 +2023-11-30 10:37:37,034 - Epoch: [3][24600/31148] Overall Loss 0.011218 Objective Loss 0.000000 Distill Loss 0.011218 LR 0.001000 Time 0.257705 +2023-11-30 10:38:02,777 - Epoch: [3][24700/31148] Overall Loss 0.011217 Objective Loss 0.000000 Distill Loss 0.011217 LR 0.001000 Time 0.257704 +2023-11-30 10:38:28,483 - Epoch: [3][24800/31148] Overall Loss 0.011217 Objective Loss 0.000000 Distill Loss 0.011217 LR 0.001000 Time 0.257701 +2023-11-30 10:38:54,196 - Epoch: [3][24900/31148] Overall Loss 0.011216 Objective Loss 0.000000 Distill Loss 0.011216 LR 0.001000 Time 0.257699 +2023-11-30 10:39:19,914 - Epoch: [3][25000/31148] Overall Loss 0.011215 Objective Loss 0.000000 Distill Loss 0.011215 LR 0.001000 Time 0.257697 +2023-11-30 10:39:45,718 - Epoch: [3][25100/31148] Overall Loss 0.011214 Objective Loss 0.000000 Distill Loss 0.011214 LR 0.001000 Time 0.257698 +2023-11-30 10:40:11,480 - Epoch: [3][25200/31148] Overall Loss 0.011213 Objective Loss 0.000000 Distill Loss 0.011213 LR 0.001000 Time 0.257697 +2023-11-30 10:40:37,265 - Epoch: [3][25300/31148] Overall Loss 0.011213 Objective Loss 0.000000 Distill Loss 0.011213 LR 0.001000 Time 0.257698 +2023-11-30 10:41:03,045 - Epoch: [3][25400/31148] Overall Loss 0.011212 Objective Loss 0.000000 Distill Loss 0.011212 LR 0.001000 Time 0.257698 +2023-11-30 10:41:28,757 - Epoch: [3][25500/31148] Overall Loss 0.011212 Objective Loss 0.000000 Distill Loss 0.011212 LR 0.001000 Time 0.257696 +2023-11-30 10:41:54,502 - Epoch: [3][25600/31148] Overall Loss 0.011211 Objective Loss 0.000000 Distill Loss 0.011211 LR 0.001000 Time 0.257695 +2023-11-30 10:42:20,225 - Epoch: [3][25700/31148] Overall Loss 0.011210 Objective Loss 0.000000 Distill Loss 0.011210 LR 0.001000 Time 0.257693 +2023-11-30 10:42:46,027 - Epoch: [3][25800/31148] Overall Loss 0.011210 Objective Loss 0.000000 Distill Loss 0.011210 LR 0.001000 Time 0.257694 +2023-11-30 10:43:11,729 - Epoch: [3][25900/31148] Overall Loss 0.011209 Objective Loss 0.000000 Distill Loss 0.011209 LR 0.001000 Time 0.257691 +2023-11-30 10:43:37,471 - Epoch: [3][26000/31148] Overall Loss 0.011209 Objective Loss 0.000000 Distill Loss 0.011209 LR 0.001000 Time 0.257690 +2023-11-30 10:44:03,169 - Epoch: [3][26100/31148] Overall Loss 0.011208 Objective Loss 0.000000 Distill Loss 0.011208 LR 0.001000 Time 0.257687 +2023-11-30 10:44:28,930 - Epoch: [3][26200/31148] Overall Loss 0.011207 Objective Loss 0.000000 Distill Loss 0.011207 LR 0.001000 Time 0.257687 +2023-11-30 10:44:54,696 - Epoch: [3][26300/31148] Overall Loss 0.011206 Objective Loss 0.000000 Distill Loss 0.011206 LR 0.001000 Time 0.257687 +2023-11-30 10:45:20,504 - Epoch: [3][26400/31148] Overall Loss 0.011206 Objective Loss 0.000000 Distill Loss 0.011206 LR 0.001000 Time 0.257688 +2023-11-30 10:45:46,271 - Epoch: [3][26500/31148] Overall Loss 0.011205 Objective Loss 0.000000 Distill Loss 0.011205 LR 0.001000 Time 0.257688 +2023-11-30 10:46:12,017 - Epoch: [3][26600/31148] Overall Loss 0.011204 Objective Loss 0.000000 Distill Loss 0.011204 LR 0.001000 Time 0.257687 +2023-11-30 10:46:37,759 - Epoch: [3][26700/31148] Overall Loss 0.011204 Objective Loss 0.000000 Distill Loss 0.011204 LR 0.001000 Time 0.257686 +2023-11-30 10:47:03,537 - Epoch: [3][26800/31148] Overall Loss 0.011204 Objective Loss 0.000000 Distill Loss 0.011204 LR 0.001000 Time 0.257686 +2023-11-30 10:47:29,282 - Epoch: [3][26900/31148] Overall Loss 0.011203 Objective Loss 0.000000 Distill Loss 0.011203 LR 0.001000 Time 0.257685 +2023-11-30 10:47:55,018 - Epoch: [3][27000/31148] Overall Loss 0.011202 Objective Loss 0.000000 Distill Loss 0.011202 LR 0.001000 Time 0.257684 +2023-11-30 10:48:20,786 - Epoch: [3][27100/31148] Overall Loss 0.011201 Objective Loss 0.000000 Distill Loss 0.011201 LR 0.001000 Time 0.257684 +2023-11-30 10:48:46,488 - Epoch: [3][27200/31148] Overall Loss 0.011201 Objective Loss 0.000000 Distill Loss 0.011201 LR 0.001000 Time 0.257681 +2023-11-30 10:49:12,199 - Epoch: [3][27300/31148] Overall Loss 0.011200 Objective Loss 0.000000 Distill Loss 0.011200 LR 0.001000 Time 0.257679 +2023-11-30 10:49:37,953 - Epoch: [3][27400/31148] Overall Loss 0.011199 Objective Loss 0.000000 Distill Loss 0.011199 LR 0.001000 Time 0.257678 +2023-11-30 10:50:03,702 - Epoch: [3][27500/31148] Overall Loss 0.011199 Objective Loss 0.000000 Distill Loss 0.011199 LR 0.001000 Time 0.257678 +2023-11-30 10:50:29,424 - Epoch: [3][27600/31148] Overall Loss 0.011198 Objective Loss 0.000000 Distill Loss 0.011198 LR 0.001000 Time 0.257676 +2023-11-30 10:50:55,213 - Epoch: [3][27700/31148] Overall Loss 0.011198 Objective Loss 0.000000 Distill Loss 0.011198 LR 0.001000 Time 0.257677 +2023-11-30 10:51:20,984 - Epoch: [3][27800/31148] Overall Loss 0.011197 Objective Loss 0.000000 Distill Loss 0.011197 LR 0.001000 Time 0.257677 +2023-11-30 10:51:46,676 - Epoch: [3][27900/31148] Overall Loss 0.011196 Objective Loss 0.000000 Distill Loss 0.011196 LR 0.001000 Time 0.257674 +2023-11-30 10:52:12,359 - Epoch: [3][28000/31148] Overall Loss 0.011195 Objective Loss 0.000000 Distill Loss 0.011195 LR 0.001000 Time 0.257671 +2023-11-30 10:52:38,121 - Epoch: [3][28100/31148] Overall Loss 0.011194 Objective Loss 0.000000 Distill Loss 0.011194 LR 0.001000 Time 0.257670 +2023-11-30 10:53:03,854 - Epoch: [3][28200/31148] Overall Loss 0.011193 Objective Loss 0.000000 Distill Loss 0.011193 LR 0.001000 Time 0.257669 +2023-11-30 10:53:29,682 - Epoch: [3][28300/31148] Overall Loss 0.011193 Objective Loss 0.000000 Distill Loss 0.011193 LR 0.001000 Time 0.257671 +2023-11-30 10:53:55,483 - Epoch: [3][28400/31148] Overall Loss 0.011192 Objective Loss 0.000000 Distill Loss 0.011192 LR 0.001000 Time 0.257672 +2023-11-30 10:54:21,211 - Epoch: [3][28500/31148] Overall Loss 0.011192 Objective Loss 0.000000 Distill Loss 0.011192 LR 0.001000 Time 0.257671 +2023-11-30 10:54:46,910 - Epoch: [3][28600/31148] Overall Loss 0.011192 Objective Loss 0.000000 Distill Loss 0.011192 LR 0.001000 Time 0.257668 +2023-11-30 10:55:12,640 - Epoch: [3][28700/31148] Overall Loss 0.011191 Objective Loss 0.000000 Distill Loss 0.011191 LR 0.001000 Time 0.257667 +2023-11-30 10:55:38,342 - Epoch: [3][28800/31148] Overall Loss 0.011190 Objective Loss 0.000000 Distill Loss 0.011190 LR 0.001000 Time 0.257665 +2023-11-30 10:56:04,085 - Epoch: [3][28900/31148] Overall Loss 0.011190 Objective Loss 0.000000 Distill Loss 0.011190 LR 0.001000 Time 0.257664 +2023-11-30 10:56:29,828 - Epoch: [3][29000/31148] Overall Loss 0.011189 Objective Loss 0.000000 Distill Loss 0.011189 LR 0.001000 Time 0.257663 +2023-11-30 10:56:55,518 - Epoch: [3][29100/31148] Overall Loss 0.011189 Objective Loss 0.000000 Distill Loss 0.011189 LR 0.001000 Time 0.257660 +2023-11-30 10:57:21,252 - Epoch: [3][29200/31148] Overall Loss 0.011188 Objective Loss 0.000000 Distill Loss 0.011188 LR 0.001000 Time 0.257659 +2023-11-30 10:57:46,992 - Epoch: [3][29300/31148] Overall Loss 0.011187 Objective Loss 0.000000 Distill Loss 0.011187 LR 0.001000 Time 0.257658 +2023-11-30 10:58:12,728 - Epoch: [3][29400/31148] Overall Loss 0.011186 Objective Loss 0.000000 Distill Loss 0.011186 LR 0.001000 Time 0.257657 +2023-11-30 10:58:38,444 - Epoch: [3][29500/31148] Overall Loss 0.011186 Objective Loss 0.000000 Distill Loss 0.011186 LR 0.001000 Time 0.257655 +2023-11-30 10:59:04,228 - Epoch: [3][29600/31148] Overall Loss 0.011184 Objective Loss 0.000000 Distill Loss 0.011184 LR 0.001000 Time 0.257656 +2023-11-30 10:59:29,989 - Epoch: [3][29700/31148] Overall Loss 0.011184 Objective Loss 0.000000 Distill Loss 0.011184 LR 0.001000 Time 0.257655 +2023-11-30 10:59:55,691 - Epoch: [3][29800/31148] Overall Loss 0.011183 Objective Loss 0.000000 Distill Loss 0.011183 LR 0.001000 Time 0.257653 +2023-11-30 11:00:21,434 - Epoch: [3][29900/31148] Overall Loss 0.011183 Objective Loss 0.000000 Distill Loss 0.011183 LR 0.001000 Time 0.257652 +2023-11-30 11:00:47,215 - Epoch: [3][30000/31148] Overall Loss 0.011182 Objective Loss 0.000000 Distill Loss 0.011182 LR 0.001000 Time 0.257653 +2023-11-30 11:01:12,927 - Epoch: [3][30100/31148] Overall Loss 0.011182 Objective Loss 0.000000 Distill Loss 0.011182 LR 0.001000 Time 0.257651 +2023-11-30 11:01:38,662 - Epoch: [3][30200/31148] Overall Loss 0.011181 Objective Loss 0.000000 Distill Loss 0.011181 LR 0.001000 Time 0.257650 +2023-11-30 11:02:04,385 - Epoch: [3][30300/31148] Overall Loss 0.011180 Objective Loss 0.000000 Distill Loss 0.011180 LR 0.001000 Time 0.257648 +2023-11-30 11:02:30,149 - Epoch: [3][30400/31148] Overall Loss 0.011179 Objective Loss 0.000000 Distill Loss 0.011179 LR 0.001000 Time 0.257648 +2023-11-30 11:02:55,856 - Epoch: [3][30500/31148] Overall Loss 0.011179 Objective Loss 0.000000 Distill Loss 0.011179 LR 0.001000 Time 0.257646 +2023-11-30 11:03:21,656 - Epoch: [3][30600/31148] Overall Loss 0.011178 Objective Loss 0.000000 Distill Loss 0.011178 LR 0.001000 Time 0.257647 +2023-11-30 11:03:47,428 - Epoch: [3][30700/31148] Overall Loss 0.011177 Objective Loss 0.000000 Distill Loss 0.011177 LR 0.001000 Time 0.257647 +2023-11-30 11:04:13,115 - Epoch: [3][30800/31148] Overall Loss 0.011177 Objective Loss 0.000000 Distill Loss 0.011177 LR 0.001000 Time 0.257645 +2023-11-30 11:04:38,863 - Epoch: [3][30900/31148] Overall Loss 0.011176 Objective Loss 0.000000 Distill Loss 0.011176 LR 0.001000 Time 0.257644 +2023-11-30 11:05:04,580 - Epoch: [3][31000/31148] Overall Loss 0.011176 Objective Loss 0.000000 Distill Loss 0.011176 LR 0.001000 Time 0.257643 +2023-11-30 11:05:30,324 - Epoch: [3][31100/31148] Overall Loss 0.011175 Objective Loss 0.000000 Distill Loss 0.011175 LR 0.001000 Time 0.257642 +2023-11-30 11:05:43,087 - Epoch: [3][31148/31148] Overall Loss 0.011175 Objective Loss 0.000000 Distill Loss 0.011175 LR 0.001000 Time 0.257655 +2023-11-30 11:05:43,451 - --- validate (epoch=3)----------- +2023-11-30 11:05:43,451 - 167951 samples (100 per mini-batch) +2023-11-30 11:06:04,381 - Epoch: [3][ 100/ 1680] Loss 0.000000 Overall Loss 0.011617 +2023-11-30 11:06:24,086 - Epoch: [3][ 200/ 1680] Loss 0.000000 Overall Loss 0.011639 +2023-11-30 11:06:43,797 - Epoch: [3][ 300/ 1680] Loss 0.000000 Overall Loss 0.011662 +2023-11-30 11:07:03,513 - Epoch: [3][ 400/ 1680] Loss 0.000000 Overall Loss 0.011669 +2023-11-30 11:07:23,213 - Epoch: [3][ 500/ 1680] Loss 0.000000 Overall Loss 0.011660 +2023-11-30 11:07:42,891 - Epoch: [3][ 600/ 1680] Loss 0.000000 Overall Loss 0.011664 +2023-11-30 11:08:02,618 - Epoch: [3][ 700/ 1680] Loss 0.000000 Overall Loss 0.011672 +2023-11-30 11:08:22,303 - Epoch: [3][ 800/ 1680] Loss 0.000000 Overall Loss 0.011680 +2023-11-30 11:08:42,026 - Epoch: [3][ 900/ 1680] Loss 0.000000 Overall Loss 0.011680 +2023-11-30 11:09:01,714 - Epoch: [3][ 1000/ 1680] Loss 0.000000 Overall Loss 0.011686 +2023-11-30 11:09:21,446 - Epoch: [3][ 1100/ 1680] Loss 0.000000 Overall Loss 0.011678 +2023-11-30 11:09:41,141 - Epoch: [3][ 1200/ 1680] Loss 0.000000 Overall Loss 0.011674 +2023-11-30 11:10:00,887 - Epoch: [3][ 1300/ 1680] Loss 0.000000 Overall Loss 0.011677 +2023-11-30 11:10:20,598 - Epoch: [3][ 1400/ 1680] Loss 0.000000 Overall Loss 0.011679 +2023-11-30 11:10:40,298 - Epoch: [3][ 1500/ 1680] Loss 0.000000 Overall Loss 0.011681 +2023-11-30 11:11:00,029 - Epoch: [3][ 1600/ 1680] Loss 0.000000 Overall Loss 0.011681 +2023-11-30 11:11:15,727 - Epoch: [3][ 1680/ 1680] Loss 0.000000 Overall Loss 0.011679 +2023-11-30 11:11:15,932 - ==> Overall Loss: 0.012 + +2023-11-30 11:11:15,936 - ==> Best [Overall Loss: 0.011679 on epoch: 3] +2023-11-30 11:11:15,936 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 11:11:15,975 - + +2023-11-30 11:11:15,975 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 11:11:47,789 - Epoch: [4][ 100/31148] Overall Loss 0.010907 Objective Loss 0.000000 Distill Loss 0.010907 LR 0.001000 Time 0.318105 +2023-11-30 11:12:13,522 - Epoch: [4][ 200/31148] Overall Loss 0.010843 Objective Loss 0.000000 Distill Loss 0.010843 LR 0.001000 Time 0.287705 +2023-11-30 11:12:39,266 - Epoch: [4][ 300/31148] Overall Loss 0.010866 Objective Loss 0.000000 Distill Loss 0.010866 LR 0.001000 Time 0.277608 +2023-11-30 11:13:05,059 - Epoch: [4][ 400/31148] Overall Loss 0.010871 Objective Loss 0.000000 Distill Loss 0.010871 LR 0.001000 Time 0.272682 +2023-11-30 11:13:30,818 - Epoch: [4][ 500/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.269659 +2023-11-30 11:13:56,594 - Epoch: [4][ 600/31148] Overall Loss 0.010891 Objective Loss 0.000000 Distill Loss 0.010891 LR 0.001000 Time 0.267671 +2023-11-30 11:14:22,372 - Epoch: [4][ 700/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.266254 +2023-11-30 11:14:48,052 - Epoch: [4][ 800/31148] Overall Loss 0.010909 Objective Loss 0.000000 Distill Loss 0.010909 LR 0.001000 Time 0.265068 +2023-11-30 11:15:13,781 - Epoch: [4][ 900/31148] Overall Loss 0.010906 Objective Loss 0.000000 Distill Loss 0.010906 LR 0.001000 Time 0.264201 +2023-11-30 11:15:39,522 - Epoch: [4][ 1000/31148] Overall Loss 0.010902 Objective Loss 0.000000 Distill Loss 0.010902 LR 0.001000 Time 0.263520 +2023-11-30 11:16:05,271 - Epoch: [4][ 1100/31148] Overall Loss 0.010906 Objective Loss 0.000000 Distill Loss 0.010906 LR 0.001000 Time 0.262969 +2023-11-30 11:16:30,976 - Epoch: [4][ 1200/31148] Overall Loss 0.010902 Objective Loss 0.000000 Distill Loss 0.010902 LR 0.001000 Time 0.262474 +2023-11-30 11:16:56,711 - Epoch: [4][ 1300/31148] Overall Loss 0.010901 Objective Loss 0.000000 Distill Loss 0.010901 LR 0.001000 Time 0.262078 +2023-11-30 11:17:22,439 - Epoch: [4][ 1400/31148] Overall Loss 0.010901 Objective Loss 0.000000 Distill Loss 0.010901 LR 0.001000 Time 0.261733 +2023-11-30 11:17:48,162 - Epoch: [4][ 1500/31148] Overall Loss 0.010901 Objective Loss 0.000000 Distill Loss 0.010901 LR 0.001000 Time 0.261431 +2023-11-30 11:18:13,938 - Epoch: [4][ 1600/31148] Overall Loss 0.010899 Objective Loss 0.000000 Distill Loss 0.010899 LR 0.001000 Time 0.261200 +2023-11-30 11:18:39,660 - Epoch: [4][ 1700/31148] Overall Loss 0.010899 Objective Loss 0.000000 Distill Loss 0.010899 LR 0.001000 Time 0.260965 +2023-11-30 11:19:05,379 - Epoch: [4][ 1800/31148] Overall Loss 0.010900 Objective Loss 0.000000 Distill Loss 0.010900 LR 0.001000 Time 0.260753 +2023-11-30 11:19:31,084 - Epoch: [4][ 1900/31148] Overall Loss 0.010899 Objective Loss 0.000000 Distill Loss 0.010899 LR 0.001000 Time 0.260557 +2023-11-30 11:19:56,819 - Epoch: [4][ 2000/31148] Overall Loss 0.010902 Objective Loss 0.000000 Distill Loss 0.010902 LR 0.001000 Time 0.260395 +2023-11-30 11:20:22,522 - Epoch: [4][ 2100/31148] Overall Loss 0.010910 Objective Loss 0.000000 Distill Loss 0.010910 LR 0.001000 Time 0.260234 +2023-11-30 11:20:48,286 - Epoch: [4][ 2200/31148] Overall Loss 0.010912 Objective Loss 0.000000 Distill Loss 0.010912 LR 0.001000 Time 0.260115 +2023-11-30 11:21:14,060 - Epoch: [4][ 2300/31148] Overall Loss 0.010915 Objective Loss 0.000000 Distill Loss 0.010915 LR 0.001000 Time 0.260010 +2023-11-30 11:21:39,799 - Epoch: [4][ 2400/31148] Overall Loss 0.010917 Objective Loss 0.000000 Distill Loss 0.010917 LR 0.001000 Time 0.259900 +2023-11-30 11:22:05,579 - Epoch: [4][ 2500/31148] Overall Loss 0.010913 Objective Loss 0.000000 Distill Loss 0.010913 LR 0.001000 Time 0.259815 +2023-11-30 11:22:31,313 - Epoch: [4][ 2600/31148] Overall Loss 0.010918 Objective Loss 0.000000 Distill Loss 0.010918 LR 0.001000 Time 0.259719 +2023-11-30 11:22:57,029 - Epoch: [4][ 2700/31148] Overall Loss 0.010918 Objective Loss 0.000000 Distill Loss 0.010918 LR 0.001000 Time 0.259623 +2023-11-30 11:23:22,745 - Epoch: [4][ 2800/31148] Overall Loss 0.010916 Objective Loss 0.000000 Distill Loss 0.010916 LR 0.001000 Time 0.259534 +2023-11-30 11:23:48,473 - Epoch: [4][ 2900/31148] Overall Loss 0.010913 Objective Loss 0.000000 Distill Loss 0.010913 LR 0.001000 Time 0.259455 +2023-11-30 11:24:14,213 - Epoch: [4][ 3000/31148] Overall Loss 0.010911 Objective Loss 0.000000 Distill Loss 0.010911 LR 0.001000 Time 0.259386 +2023-11-30 11:24:39,935 - Epoch: [4][ 3100/31148] Overall Loss 0.010908 Objective Loss 0.000000 Distill Loss 0.010908 LR 0.001000 Time 0.259315 +2023-11-30 11:25:05,707 - Epoch: [4][ 3200/31148] Overall Loss 0.010911 Objective Loss 0.000000 Distill Loss 0.010911 LR 0.001000 Time 0.259265 +2023-11-30 11:25:31,434 - Epoch: [4][ 3300/31148] Overall Loss 0.010912 Objective Loss 0.000000 Distill Loss 0.010912 LR 0.001000 Time 0.259203 +2023-11-30 11:25:57,135 - Epoch: [4][ 3400/31148] Overall Loss 0.010915 Objective Loss 0.000000 Distill Loss 0.010915 LR 0.001000 Time 0.259138 +2023-11-30 11:26:22,823 - Epoch: [4][ 3500/31148] Overall Loss 0.010912 Objective Loss 0.000000 Distill Loss 0.010912 LR 0.001000 Time 0.259073 +2023-11-30 11:26:48,553 - Epoch: [4][ 3600/31148] Overall Loss 0.010916 Objective Loss 0.000000 Distill Loss 0.010916 LR 0.001000 Time 0.259023 +2023-11-30 11:27:14,264 - Epoch: [4][ 3700/31148] Overall Loss 0.010919 Objective Loss 0.000000 Distill Loss 0.010919 LR 0.001000 Time 0.258970 +2023-11-30 11:27:39,933 - Epoch: [4][ 3800/31148] Overall Loss 0.010919 Objective Loss 0.000000 Distill Loss 0.010919 LR 0.001000 Time 0.258910 +2023-11-30 11:28:05,651 - Epoch: [4][ 3900/31148] Overall Loss 0.010921 Objective Loss 0.000000 Distill Loss 0.010921 LR 0.001000 Time 0.258865 +2023-11-30 11:28:31,376 - Epoch: [4][ 4000/31148] Overall Loss 0.010920 Objective Loss 0.000000 Distill Loss 0.010920 LR 0.001000 Time 0.258824 +2023-11-30 11:28:57,102 - Epoch: [4][ 4100/31148] Overall Loss 0.010921 Objective Loss 0.000000 Distill Loss 0.010921 LR 0.001000 Time 0.258785 +2023-11-30 11:29:22,831 - Epoch: [4][ 4200/31148] Overall Loss 0.010921 Objective Loss 0.000000 Distill Loss 0.010921 LR 0.001000 Time 0.258749 +2023-11-30 11:29:48,542 - Epoch: [4][ 4300/31148] Overall Loss 0.010926 Objective Loss 0.000000 Distill Loss 0.010926 LR 0.001000 Time 0.258710 +2023-11-30 11:30:14,339 - Epoch: [4][ 4400/31148] Overall Loss 0.010921 Objective Loss 0.000000 Distill Loss 0.010921 LR 0.001000 Time 0.258693 +2023-11-30 11:30:40,086 - Epoch: [4][ 4500/31148] Overall Loss 0.010921 Objective Loss 0.000000 Distill Loss 0.010921 LR 0.001000 Time 0.258665 +2023-11-30 11:31:05,819 - Epoch: [4][ 4600/31148] Overall Loss 0.010920 Objective Loss 0.000000 Distill Loss 0.010920 LR 0.001000 Time 0.258636 +2023-11-30 11:31:31,529 - Epoch: [4][ 4700/31148] Overall Loss 0.010920 Objective Loss 0.000000 Distill Loss 0.010920 LR 0.001000 Time 0.258602 +2023-11-30 11:31:57,237 - Epoch: [4][ 4800/31148] Overall Loss 0.010919 Objective Loss 0.000000 Distill Loss 0.010919 LR 0.001000 Time 0.258570 +2023-11-30 11:32:22,912 - Epoch: [4][ 4900/31148] Overall Loss 0.010918 Objective Loss 0.000000 Distill Loss 0.010918 LR 0.001000 Time 0.258532 +2023-11-30 11:32:48,689 - Epoch: [4][ 5000/31148] Overall Loss 0.010918 Objective Loss 0.000000 Distill Loss 0.010918 LR 0.001000 Time 0.258517 +2023-11-30 11:33:14,468 - Epoch: [4][ 5100/31148] Overall Loss 0.010917 Objective Loss 0.000000 Distill Loss 0.010917 LR 0.001000 Time 0.258502 +2023-11-30 11:33:40,198 - Epoch: [4][ 5200/31148] Overall Loss 0.010917 Objective Loss 0.000000 Distill Loss 0.010917 LR 0.001000 Time 0.258478 +2023-11-30 11:34:05,952 - Epoch: [4][ 5300/31148] Overall Loss 0.010916 Objective Loss 0.000000 Distill Loss 0.010916 LR 0.001000 Time 0.258460 +2023-11-30 11:34:31,743 - Epoch: [4][ 5400/31148] Overall Loss 0.010917 Objective Loss 0.000000 Distill Loss 0.010917 LR 0.001000 Time 0.258449 +2023-11-30 11:34:57,512 - Epoch: [4][ 5500/31148] Overall Loss 0.010916 Objective Loss 0.000000 Distill Loss 0.010916 LR 0.001000 Time 0.258435 +2023-11-30 11:35:23,210 - Epoch: [4][ 5600/31148] Overall Loss 0.010916 Objective Loss 0.000000 Distill Loss 0.010916 LR 0.001000 Time 0.258408 +2023-11-30 11:35:48,965 - Epoch: [4][ 5700/31148] Overall Loss 0.010914 Objective Loss 0.000000 Distill Loss 0.010914 LR 0.001000 Time 0.258393 +2023-11-30 11:36:14,722 - Epoch: [4][ 5800/31148] Overall Loss 0.010911 Objective Loss 0.000000 Distill Loss 0.010911 LR 0.001000 Time 0.258378 +2023-11-30 11:36:40,519 - Epoch: [4][ 5900/31148] Overall Loss 0.010908 Objective Loss 0.000000 Distill Loss 0.010908 LR 0.001000 Time 0.258371 +2023-11-30 11:37:06,259 - Epoch: [4][ 6000/31148] Overall Loss 0.010907 Objective Loss 0.000000 Distill Loss 0.010907 LR 0.001000 Time 0.258354 +2023-11-30 11:37:32,009 - Epoch: [4][ 6100/31148] Overall Loss 0.010906 Objective Loss 0.000000 Distill Loss 0.010906 LR 0.001000 Time 0.258340 +2023-11-30 11:37:57,786 - Epoch: [4][ 6200/31148] Overall Loss 0.010904 Objective Loss 0.000000 Distill Loss 0.010904 LR 0.001000 Time 0.258330 +2023-11-30 11:38:23,542 - Epoch: [4][ 6300/31148] Overall Loss 0.010901 Objective Loss 0.000000 Distill Loss 0.010901 LR 0.001000 Time 0.258318 +2023-11-30 11:38:49,284 - Epoch: [4][ 6400/31148] Overall Loss 0.010900 Objective Loss 0.000000 Distill Loss 0.010900 LR 0.001000 Time 0.258303 +2023-11-30 11:39:15,043 - Epoch: [4][ 6500/31148] Overall Loss 0.010898 Objective Loss 0.000000 Distill Loss 0.010898 LR 0.001000 Time 0.258292 +2023-11-30 11:39:40,796 - Epoch: [4][ 6600/31148] Overall Loss 0.010896 Objective Loss 0.000000 Distill Loss 0.010896 LR 0.001000 Time 0.258280 +2023-11-30 11:40:06,545 - Epoch: [4][ 6700/31148] Overall Loss 0.010895 Objective Loss 0.000000 Distill Loss 0.010895 LR 0.001000 Time 0.258268 +2023-11-30 11:40:32,279 - Epoch: [4][ 6800/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.258254 +2023-11-30 11:40:58,011 - Epoch: [4][ 6900/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.258240 +2023-11-30 11:41:23,695 - Epoch: [4][ 7000/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.258219 +2023-11-30 11:41:49,421 - Epoch: [4][ 7100/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.258206 +2023-11-30 11:42:15,143 - Epoch: [4][ 7200/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.258192 +2023-11-30 11:42:40,872 - Epoch: [4][ 7300/31148] Overall Loss 0.010895 Objective Loss 0.000000 Distill Loss 0.010895 LR 0.001000 Time 0.258179 +2023-11-30 11:43:06,587 - Epoch: [4][ 7400/31148] Overall Loss 0.010895 Objective Loss 0.000000 Distill Loss 0.010895 LR 0.001000 Time 0.258165 +2023-11-30 11:43:32,363 - Epoch: [4][ 7500/31148] Overall Loss 0.010895 Objective Loss 0.000000 Distill Loss 0.010895 LR 0.001000 Time 0.258159 +2023-11-30 11:43:58,126 - Epoch: [4][ 7600/31148] Overall Loss 0.010894 Objective Loss 0.000000 Distill Loss 0.010894 LR 0.001000 Time 0.258151 +2023-11-30 11:44:23,888 - Epoch: [4][ 7700/31148] Overall Loss 0.010892 Objective Loss 0.000000 Distill Loss 0.010892 LR 0.001000 Time 0.258144 +2023-11-30 11:44:49,616 - Epoch: [4][ 7800/31148] Overall Loss 0.010889 Objective Loss 0.000000 Distill Loss 0.010889 LR 0.001000 Time 0.258133 +2023-11-30 11:45:15,412 - Epoch: [4][ 7900/31148] Overall Loss 0.010888 Objective Loss 0.000000 Distill Loss 0.010888 LR 0.001000 Time 0.258130 +2023-11-30 11:45:41,123 - Epoch: [4][ 8000/31148] Overall Loss 0.010886 Objective Loss 0.000000 Distill Loss 0.010886 LR 0.001000 Time 0.258117 +2023-11-30 11:46:06,822 - Epoch: [4][ 8100/31148] Overall Loss 0.010887 Objective Loss 0.000000 Distill Loss 0.010887 LR 0.001000 Time 0.258103 +2023-11-30 11:46:32,552 - Epoch: [4][ 8200/31148] Overall Loss 0.010885 Objective Loss 0.000000 Distill Loss 0.010885 LR 0.001000 Time 0.258093 +2023-11-30 11:46:58,305 - Epoch: [4][ 8300/31148] Overall Loss 0.010885 Objective Loss 0.000000 Distill Loss 0.010885 LR 0.001000 Time 0.258086 +2023-11-30 11:47:24,061 - Epoch: [4][ 8400/31148] Overall Loss 0.010885 Objective Loss 0.000000 Distill Loss 0.010885 LR 0.001000 Time 0.258079 +2023-11-30 11:47:49,769 - Epoch: [4][ 8500/31148] Overall Loss 0.010885 Objective Loss 0.000000 Distill Loss 0.010885 LR 0.001000 Time 0.258067 +2023-11-30 11:48:15,518 - Epoch: [4][ 8600/31148] Overall Loss 0.010884 Objective Loss 0.000000 Distill Loss 0.010884 LR 0.001000 Time 0.258060 +2023-11-30 11:48:41,315 - Epoch: [4][ 8700/31148] Overall Loss 0.010885 Objective Loss 0.000000 Distill Loss 0.010885 LR 0.001000 Time 0.258059 +2023-11-30 11:49:07,004 - Epoch: [4][ 8800/31148] Overall Loss 0.010884 Objective Loss 0.000000 Distill Loss 0.010884 LR 0.001000 Time 0.258045 +2023-11-30 11:49:32,771 - Epoch: [4][ 8900/31148] Overall Loss 0.010882 Objective Loss 0.000000 Distill Loss 0.010882 LR 0.001000 Time 0.258041 +2023-11-30 11:49:58,514 - Epoch: [4][ 9000/31148] Overall Loss 0.010882 Objective Loss 0.000000 Distill Loss 0.010882 LR 0.001000 Time 0.258034 +2023-11-30 11:50:24,228 - Epoch: [4][ 9100/31148] Overall Loss 0.010882 Objective Loss 0.000000 Distill Loss 0.010882 LR 0.001000 Time 0.258024 +2023-11-30 11:50:49,948 - Epoch: [4][ 9200/31148] Overall Loss 0.010883 Objective Loss 0.000000 Distill Loss 0.010883 LR 0.001000 Time 0.258014 +2023-11-30 11:51:15,697 - Epoch: [4][ 9300/31148] Overall Loss 0.010883 Objective Loss 0.000000 Distill Loss 0.010883 LR 0.001000 Time 0.258008 +2023-11-30 11:51:41,454 - Epoch: [4][ 9400/31148] Overall Loss 0.010883 Objective Loss 0.000000 Distill Loss 0.010883 LR 0.001000 Time 0.258003 +2023-11-30 11:52:07,176 - Epoch: [4][ 9500/31148] Overall Loss 0.010882 Objective Loss 0.000000 Distill Loss 0.010882 LR 0.001000 Time 0.257995 +2023-11-30 11:52:32,987 - Epoch: [4][ 9600/31148] Overall Loss 0.010882 Objective Loss 0.000000 Distill Loss 0.010882 LR 0.001000 Time 0.257996 +2023-11-30 11:52:58,762 - Epoch: [4][ 9700/31148] Overall Loss 0.010882 Objective Loss 0.000000 Distill Loss 0.010882 LR 0.001000 Time 0.257993 +2023-11-30 11:53:24,494 - Epoch: [4][ 9800/31148] Overall Loss 0.010882 Objective Loss 0.000000 Distill Loss 0.010882 LR 0.001000 Time 0.257986 +2023-11-30 11:53:50,210 - Epoch: [4][ 9900/31148] Overall Loss 0.010880 Objective Loss 0.000000 Distill Loss 0.010880 LR 0.001000 Time 0.257977 +2023-11-30 11:54:15,987 - Epoch: [4][10000/31148] Overall Loss 0.010879 Objective Loss 0.000000 Distill Loss 0.010879 LR 0.001000 Time 0.257975 +2023-11-30 11:54:41,722 - Epoch: [4][10100/31148] Overall Loss 0.010877 Objective Loss 0.000000 Distill Loss 0.010877 LR 0.001000 Time 0.257969 +2023-11-30 11:55:07,492 - Epoch: [4][10200/31148] Overall Loss 0.010876 Objective Loss 0.000000 Distill Loss 0.010876 LR 0.001000 Time 0.257966 +2023-11-30 11:55:33,250 - Epoch: [4][10300/31148] Overall Loss 0.010876 Objective Loss 0.000000 Distill Loss 0.010876 LR 0.001000 Time 0.257962 +2023-11-30 11:55:58,973 - Epoch: [4][10400/31148] Overall Loss 0.010875 Objective Loss 0.000000 Distill Loss 0.010875 LR 0.001000 Time 0.257954 +2023-11-30 11:56:24,743 - Epoch: [4][10500/31148] Overall Loss 0.010873 Objective Loss 0.000000 Distill Loss 0.010873 LR 0.001000 Time 0.257952 +2023-11-30 11:56:50,486 - Epoch: [4][10600/31148] Overall Loss 0.010873 Objective Loss 0.000000 Distill Loss 0.010873 LR 0.001000 Time 0.257946 +2023-11-30 11:57:16,239 - Epoch: [4][10700/31148] Overall Loss 0.010871 Objective Loss 0.000000 Distill Loss 0.010871 LR 0.001000 Time 0.257942 +2023-11-30 11:57:41,970 - Epoch: [4][10800/31148] Overall Loss 0.010871 Objective Loss 0.000000 Distill Loss 0.010871 LR 0.001000 Time 0.257936 +2023-11-30 11:58:07,646 - Epoch: [4][10900/31148] Overall Loss 0.010871 Objective Loss 0.000000 Distill Loss 0.010871 LR 0.001000 Time 0.257925 +2023-11-30 11:58:33,462 - Epoch: [4][11000/31148] Overall Loss 0.010870 Objective Loss 0.000000 Distill Loss 0.010870 LR 0.001000 Time 0.257927 +2023-11-30 11:58:59,193 - Epoch: [4][11100/31148] Overall Loss 0.010869 Objective Loss 0.000000 Distill Loss 0.010869 LR 0.001000 Time 0.257921 +2023-11-30 11:59:24,942 - Epoch: [4][11200/31148] Overall Loss 0.010867 Objective Loss 0.000000 Distill Loss 0.010867 LR 0.001000 Time 0.257917 +2023-11-30 11:59:50,693 - Epoch: [4][11300/31148] Overall Loss 0.010867 Objective Loss 0.000000 Distill Loss 0.010867 LR 0.001000 Time 0.257913 +2023-11-30 12:00:16,484 - Epoch: [4][11400/31148] Overall Loss 0.010868 Objective Loss 0.000000 Distill Loss 0.010868 LR 0.001000 Time 0.257913 +2023-11-30 12:00:42,252 - Epoch: [4][11500/31148] Overall Loss 0.010867 Objective Loss 0.000000 Distill Loss 0.010867 LR 0.001000 Time 0.257911 +2023-11-30 12:01:07,968 - Epoch: [4][11600/31148] Overall Loss 0.010867 Objective Loss 0.000000 Distill Loss 0.010867 LR 0.001000 Time 0.257904 +2023-11-30 12:01:33,710 - Epoch: [4][11700/31148] Overall Loss 0.010865 Objective Loss 0.000000 Distill Loss 0.010865 LR 0.001000 Time 0.257900 +2023-11-30 12:01:59,482 - Epoch: [4][11800/31148] Overall Loss 0.010865 Objective Loss 0.000000 Distill Loss 0.010865 LR 0.001000 Time 0.257898 +2023-11-30 12:02:25,205 - Epoch: [4][11900/31148] Overall Loss 0.010864 Objective Loss 0.000000 Distill Loss 0.010864 LR 0.001000 Time 0.257892 +2023-11-30 12:02:50,941 - Epoch: [4][12000/31148] Overall Loss 0.010865 Objective Loss 0.000000 Distill Loss 0.010865 LR 0.001000 Time 0.257888 +2023-11-30 12:03:16,677 - Epoch: [4][12100/31148] Overall Loss 0.010865 Objective Loss 0.000000 Distill Loss 0.010865 LR 0.001000 Time 0.257883 +2023-11-30 12:03:42,382 - Epoch: [4][12200/31148] Overall Loss 0.010864 Objective Loss 0.000000 Distill Loss 0.010864 LR 0.001000 Time 0.257876 +2023-11-30 12:04:08,153 - Epoch: [4][12300/31148] Overall Loss 0.010863 Objective Loss 0.000000 Distill Loss 0.010863 LR 0.001000 Time 0.257874 +2023-11-30 12:04:33,877 - Epoch: [4][12400/31148] Overall Loss 0.010863 Objective Loss 0.000000 Distill Loss 0.010863 LR 0.001000 Time 0.257869 +2023-11-30 12:04:59,611 - Epoch: [4][12500/31148] Overall Loss 0.010862 Objective Loss 0.000000 Distill Loss 0.010862 LR 0.001000 Time 0.257865 +2023-11-30 12:05:25,394 - Epoch: [4][12600/31148] Overall Loss 0.010861 Objective Loss 0.000000 Distill Loss 0.010861 LR 0.001000 Time 0.257864 +2023-11-30 12:05:51,142 - Epoch: [4][12700/31148] Overall Loss 0.010860 Objective Loss 0.000000 Distill Loss 0.010860 LR 0.001000 Time 0.257861 +2023-11-30 12:06:16,826 - Epoch: [4][12800/31148] Overall Loss 0.010860 Objective Loss 0.000000 Distill Loss 0.010860 LR 0.001000 Time 0.257853 +2023-11-30 12:06:42,593 - Epoch: [4][12900/31148] Overall Loss 0.010860 Objective Loss 0.000000 Distill Loss 0.010860 LR 0.001000 Time 0.257851 +2023-11-30 12:07:08,343 - Epoch: [4][13000/31148] Overall Loss 0.010860 Objective Loss 0.000000 Distill Loss 0.010860 LR 0.001000 Time 0.257848 +2023-11-30 12:07:34,107 - Epoch: [4][13100/31148] Overall Loss 0.010861 Objective Loss 0.000000 Distill Loss 0.010861 LR 0.001000 Time 0.257846 +2023-11-30 12:07:59,879 - Epoch: [4][13200/31148] Overall Loss 0.010860 Objective Loss 0.000000 Distill Loss 0.010860 LR 0.001000 Time 0.257845 +2023-11-30 12:08:25,650 - Epoch: [4][13300/31148] Overall Loss 0.010859 Objective Loss 0.000000 Distill Loss 0.010859 LR 0.001000 Time 0.257844 +2023-11-30 12:08:51,424 - Epoch: [4][13400/31148] Overall Loss 0.010859 Objective Loss 0.000000 Distill Loss 0.010859 LR 0.001000 Time 0.257843 +2023-11-30 12:09:17,191 - Epoch: [4][13500/31148] Overall Loss 0.010859 Objective Loss 0.000000 Distill Loss 0.010859 LR 0.001000 Time 0.257842 +2023-11-30 12:09:42,946 - Epoch: [4][13600/31148] Overall Loss 0.010858 Objective Loss 0.000000 Distill Loss 0.010858 LR 0.001000 Time 0.257839 +2023-11-30 12:10:08,733 - Epoch: [4][13700/31148] Overall Loss 0.010857 Objective Loss 0.000000 Distill Loss 0.010857 LR 0.001000 Time 0.257839 +2023-11-30 12:10:34,475 - Epoch: [4][13800/31148] Overall Loss 0.010858 Objective Loss 0.000000 Distill Loss 0.010858 LR 0.001000 Time 0.257836 +2023-11-30 12:11:00,226 - Epoch: [4][13900/31148] Overall Loss 0.010857 Objective Loss 0.000000 Distill Loss 0.010857 LR 0.001000 Time 0.257833 +2023-11-30 12:11:25,943 - Epoch: [4][14000/31148] Overall Loss 0.010857 Objective Loss 0.000000 Distill Loss 0.010857 LR 0.001000 Time 0.257829 +2023-11-30 12:11:51,768 - Epoch: [4][14100/31148] Overall Loss 0.010857 Objective Loss 0.000000 Distill Loss 0.010857 LR 0.001000 Time 0.257831 +2023-11-30 12:12:17,522 - Epoch: [4][14200/31148] Overall Loss 0.010856 Objective Loss 0.000000 Distill Loss 0.010856 LR 0.001000 Time 0.257829 +2023-11-30 12:12:43,294 - Epoch: [4][14300/31148] Overall Loss 0.010855 Objective Loss 0.000000 Distill Loss 0.010855 LR 0.001000 Time 0.257828 +2023-11-30 12:13:09,022 - Epoch: [4][14400/31148] Overall Loss 0.010854 Objective Loss 0.000000 Distill Loss 0.010854 LR 0.001000 Time 0.257824 +2023-11-30 12:13:34,728 - Epoch: [4][14500/31148] Overall Loss 0.010853 Objective Loss 0.000000 Distill Loss 0.010853 LR 0.001000 Time 0.257819 +2023-11-30 12:14:00,452 - Epoch: [4][14600/31148] Overall Loss 0.010853 Objective Loss 0.000000 Distill Loss 0.010853 LR 0.001000 Time 0.257815 +2023-11-30 12:14:26,195 - Epoch: [4][14700/31148] Overall Loss 0.010852 Objective Loss 0.000000 Distill Loss 0.010852 LR 0.001000 Time 0.257812 +2023-11-30 12:14:51,957 - Epoch: [4][14800/31148] Overall Loss 0.010851 Objective Loss 0.000000 Distill Loss 0.010851 LR 0.001000 Time 0.257810 +2023-11-30 12:15:17,707 - Epoch: [4][14900/31148] Overall Loss 0.010850 Objective Loss 0.000000 Distill Loss 0.010850 LR 0.001000 Time 0.257808 +2023-11-30 12:15:43,422 - Epoch: [4][15000/31148] Overall Loss 0.010851 Objective Loss 0.000000 Distill Loss 0.010851 LR 0.001000 Time 0.257803 +2023-11-30 12:16:09,197 - Epoch: [4][15100/31148] Overall Loss 0.010851 Objective Loss 0.000000 Distill Loss 0.010851 LR 0.001000 Time 0.257803 +2023-11-30 12:16:34,950 - Epoch: [4][15200/31148] Overall Loss 0.010851 Objective Loss 0.000000 Distill Loss 0.010851 LR 0.001000 Time 0.257801 +2023-11-30 12:17:00,717 - Epoch: [4][15300/31148] Overall Loss 0.010850 Objective Loss 0.000000 Distill Loss 0.010850 LR 0.001000 Time 0.257800 +2023-11-30 12:17:26,484 - Epoch: [4][15400/31148] Overall Loss 0.010850 Objective Loss 0.000000 Distill Loss 0.010850 LR 0.001000 Time 0.257799 +2023-11-30 12:17:52,301 - Epoch: [4][15500/31148] Overall Loss 0.010850 Objective Loss 0.000000 Distill Loss 0.010850 LR 0.001000 Time 0.257801 +2023-11-30 12:18:18,052 - Epoch: [4][15600/31148] Overall Loss 0.010849 Objective Loss 0.000000 Distill Loss 0.010849 LR 0.001000 Time 0.257799 +2023-11-30 12:18:43,859 - Epoch: [4][15700/31148] Overall Loss 0.010849 Objective Loss 0.000000 Distill Loss 0.010849 LR 0.001000 Time 0.257801 +2023-11-30 12:19:09,562 - Epoch: [4][15800/31148] Overall Loss 0.010849 Objective Loss 0.000000 Distill Loss 0.010849 LR 0.001000 Time 0.257796 +2023-11-30 12:19:35,317 - Epoch: [4][15900/31148] Overall Loss 0.010848 Objective Loss 0.000000 Distill Loss 0.010848 LR 0.001000 Time 0.257794 +2023-11-30 12:20:01,053 - Epoch: [4][16000/31148] Overall Loss 0.010848 Objective Loss 0.000000 Distill Loss 0.010848 LR 0.001000 Time 0.257791 +2023-11-30 12:20:26,778 - Epoch: [4][16100/31148] Overall Loss 0.010847 Objective Loss 0.000000 Distill Loss 0.010847 LR 0.001000 Time 0.257788 +2023-11-30 12:20:52,516 - Epoch: [4][16200/31148] Overall Loss 0.010847 Objective Loss 0.000000 Distill Loss 0.010847 LR 0.001000 Time 0.257785 +2023-11-30 12:21:18,257 - Epoch: [4][16300/31148] Overall Loss 0.010847 Objective Loss 0.000000 Distill Loss 0.010847 LR 0.001000 Time 0.257782 +2023-11-30 12:21:43,979 - Epoch: [4][16400/31148] Overall Loss 0.010847 Objective Loss 0.000000 Distill Loss 0.010847 LR 0.001000 Time 0.257779 +2023-11-30 12:22:09,752 - Epoch: [4][16500/31148] Overall Loss 0.010847 Objective Loss 0.000000 Distill Loss 0.010847 LR 0.001000 Time 0.257778 +2023-11-30 12:22:35,460 - Epoch: [4][16600/31148] Overall Loss 0.010846 Objective Loss 0.000000 Distill Loss 0.010846 LR 0.001000 Time 0.257774 +2023-11-30 12:23:01,241 - Epoch: [4][16700/31148] Overall Loss 0.010845 Objective Loss 0.000000 Distill Loss 0.010845 LR 0.001000 Time 0.257774 +2023-11-30 12:23:27,025 - Epoch: [4][16800/31148] Overall Loss 0.010844 Objective Loss 0.000000 Distill Loss 0.010844 LR 0.001000 Time 0.257774 +2023-11-30 12:23:52,739 - Epoch: [4][16900/31148] Overall Loss 0.010843 Objective Loss 0.000000 Distill Loss 0.010843 LR 0.001000 Time 0.257770 +2023-11-30 12:24:18,468 - Epoch: [4][17000/31148] Overall Loss 0.010842 Objective Loss 0.000000 Distill Loss 0.010842 LR 0.001000 Time 0.257767 +2023-11-30 12:24:44,223 - Epoch: [4][17100/31148] Overall Loss 0.010843 Objective Loss 0.000000 Distill Loss 0.010843 LR 0.001000 Time 0.257766 +2023-11-30 12:25:09,953 - Epoch: [4][17200/31148] Overall Loss 0.010842 Objective Loss 0.000000 Distill Loss 0.010842 LR 0.001000 Time 0.257763 +2023-11-30 12:25:35,697 - Epoch: [4][17300/31148] Overall Loss 0.010842 Objective Loss 0.000000 Distill Loss 0.010842 LR 0.001000 Time 0.257761 +2023-11-30 12:26:01,485 - Epoch: [4][17400/31148] Overall Loss 0.010842 Objective Loss 0.000000 Distill Loss 0.010842 LR 0.001000 Time 0.257762 +2023-11-30 12:26:27,230 - Epoch: [4][17500/31148] Overall Loss 0.010841 Objective Loss 0.000000 Distill Loss 0.010841 LR 0.001000 Time 0.257760 +2023-11-30 12:26:52,963 - Epoch: [4][17600/31148] Overall Loss 0.010840 Objective Loss 0.000000 Distill Loss 0.010840 LR 0.001000 Time 0.257757 +2023-11-30 12:27:18,760 - Epoch: [4][17700/31148] Overall Loss 0.010838 Objective Loss 0.000000 Distill Loss 0.010838 LR 0.001000 Time 0.257758 +2023-11-30 12:27:44,448 - Epoch: [4][17800/31148] Overall Loss 0.010838 Objective Loss 0.000000 Distill Loss 0.010838 LR 0.001000 Time 0.257753 +2023-11-30 12:28:10,199 - Epoch: [4][17900/31148] Overall Loss 0.010837 Objective Loss 0.000000 Distill Loss 0.010837 LR 0.001000 Time 0.257752 +2023-11-30 12:28:35,912 - Epoch: [4][18000/31148] Overall Loss 0.010836 Objective Loss 0.000000 Distill Loss 0.010836 LR 0.001000 Time 0.257748 +2023-11-30 12:29:01,631 - Epoch: [4][18100/31148] Overall Loss 0.010835 Objective Loss 0.000000 Distill Loss 0.010835 LR 0.001000 Time 0.257745 +2023-11-30 12:29:27,364 - Epoch: [4][18200/31148] Overall Loss 0.010835 Objective Loss 0.000000 Distill Loss 0.010835 LR 0.001000 Time 0.257742 +2023-11-30 12:29:53,154 - Epoch: [4][18300/31148] Overall Loss 0.010834 Objective Loss 0.000000 Distill Loss 0.010834 LR 0.001000 Time 0.257743 +2023-11-30 12:30:18,865 - Epoch: [4][18400/31148] Overall Loss 0.010834 Objective Loss 0.000000 Distill Loss 0.010834 LR 0.001000 Time 0.257739 +2023-11-30 12:30:44,598 - Epoch: [4][18500/31148] Overall Loss 0.010833 Objective Loss 0.000000 Distill Loss 0.010833 LR 0.001000 Time 0.257737 +2023-11-30 12:31:10,421 - Epoch: [4][18600/31148] Overall Loss 0.010832 Objective Loss 0.000000 Distill Loss 0.010832 LR 0.001000 Time 0.257740 +2023-11-30 12:31:36,221 - Epoch: [4][18700/31148] Overall Loss 0.010832 Objective Loss 0.000000 Distill Loss 0.010832 LR 0.001000 Time 0.257741 +2023-11-30 12:32:01,940 - Epoch: [4][18800/31148] Overall Loss 0.010831 Objective Loss 0.000000 Distill Loss 0.010831 LR 0.001000 Time 0.257738 +2023-11-30 12:32:27,698 - Epoch: [4][18900/31148] Overall Loss 0.010831 Objective Loss 0.000000 Distill Loss 0.010831 LR 0.001000 Time 0.257737 +2023-11-30 12:32:53,402 - Epoch: [4][19000/31148] Overall Loss 0.010831 Objective Loss 0.000000 Distill Loss 0.010831 LR 0.001000 Time 0.257733 +2023-11-30 12:33:19,184 - Epoch: [4][19100/31148] Overall Loss 0.010830 Objective Loss 0.000000 Distill Loss 0.010830 LR 0.001000 Time 0.257733 +2023-11-30 12:33:44,929 - Epoch: [4][19200/31148] Overall Loss 0.010830 Objective Loss 0.000000 Distill Loss 0.010830 LR 0.001000 Time 0.257732 +2023-11-30 12:34:10,680 - Epoch: [4][19300/31148] Overall Loss 0.010829 Objective Loss 0.000000 Distill Loss 0.010829 LR 0.001000 Time 0.257730 +2023-11-30 12:34:36,473 - Epoch: [4][19400/31148] Overall Loss 0.010830 Objective Loss 0.000000 Distill Loss 0.010830 LR 0.001000 Time 0.257731 +2023-11-30 12:35:02,245 - Epoch: [4][19500/31148] Overall Loss 0.010830 Objective Loss 0.000000 Distill Loss 0.010830 LR 0.001000 Time 0.257731 +2023-11-30 12:35:28,011 - Epoch: [4][19600/31148] Overall Loss 0.010829 Objective Loss 0.000000 Distill Loss 0.010829 LR 0.001000 Time 0.257731 +2023-11-30 12:35:53,783 - Epoch: [4][19700/31148] Overall Loss 0.010829 Objective Loss 0.000000 Distill Loss 0.010829 LR 0.001000 Time 0.257730 +2023-11-30 12:36:19,467 - Epoch: [4][19800/31148] Overall Loss 0.010829 Objective Loss 0.000000 Distill Loss 0.010829 LR 0.001000 Time 0.257726 +2023-11-30 12:36:45,222 - Epoch: [4][19900/31148] Overall Loss 0.010828 Objective Loss 0.000000 Distill Loss 0.010828 LR 0.001000 Time 0.257725 +2023-11-30 12:37:10,968 - Epoch: [4][20000/31148] Overall Loss 0.010828 Objective Loss 0.000000 Distill Loss 0.010828 LR 0.001000 Time 0.257723 +2023-11-30 12:37:36,681 - Epoch: [4][20100/31148] Overall Loss 0.010828 Objective Loss 0.000000 Distill Loss 0.010828 LR 0.001000 Time 0.257720 +2023-11-30 12:38:02,415 - Epoch: [4][20200/31148] Overall Loss 0.010828 Objective Loss 0.000000 Distill Loss 0.010828 LR 0.001000 Time 0.257718 +2023-11-30 12:38:28,166 - Epoch: [4][20300/31148] Overall Loss 0.010827 Objective Loss 0.000000 Distill Loss 0.010827 LR 0.001000 Time 0.257717 +2023-11-30 12:38:53,996 - Epoch: [4][20400/31148] Overall Loss 0.010826 Objective Loss 0.000000 Distill Loss 0.010826 LR 0.001000 Time 0.257720 +2023-11-30 12:39:19,739 - Epoch: [4][20500/31148] Overall Loss 0.010826 Objective Loss 0.000000 Distill Loss 0.010826 LR 0.001000 Time 0.257718 +2023-11-30 12:39:45,485 - Epoch: [4][20600/31148] Overall Loss 0.010825 Objective Loss 0.000000 Distill Loss 0.010825 LR 0.001000 Time 0.257717 +2023-11-30 12:40:11,223 - Epoch: [4][20700/31148] Overall Loss 0.010825 Objective Loss 0.000000 Distill Loss 0.010825 LR 0.001000 Time 0.257715 +2023-11-30 12:40:36,976 - Epoch: [4][20800/31148] Overall Loss 0.010824 Objective Loss 0.000000 Distill Loss 0.010824 LR 0.001000 Time 0.257714 +2023-11-30 12:41:02,746 - Epoch: [4][20900/31148] Overall Loss 0.010824 Objective Loss 0.000000 Distill Loss 0.010824 LR 0.001000 Time 0.257714 +2023-11-30 12:41:28,492 - Epoch: [4][21000/31148] Overall Loss 0.010823 Objective Loss 0.000000 Distill Loss 0.010823 LR 0.001000 Time 0.257713 +2023-11-30 12:41:54,296 - Epoch: [4][21100/31148] Overall Loss 0.010822 Objective Loss 0.000000 Distill Loss 0.010822 LR 0.001000 Time 0.257714 +2023-11-30 12:42:20,049 - Epoch: [4][21200/31148] Overall Loss 0.010823 Objective Loss 0.000000 Distill Loss 0.010823 LR 0.001000 Time 0.257713 +2023-11-30 12:42:45,784 - Epoch: [4][21300/31148] Overall Loss 0.010823 Objective Loss 0.000000 Distill Loss 0.010823 LR 0.001000 Time 0.257711 +2023-11-30 12:43:11,536 - Epoch: [4][21400/31148] Overall Loss 0.010822 Objective Loss 0.000000 Distill Loss 0.010822 LR 0.001000 Time 0.257710 +2023-11-30 12:43:37,301 - Epoch: [4][21500/31148] Overall Loss 0.010821 Objective Loss 0.000000 Distill Loss 0.010821 LR 0.001000 Time 0.257710 +2023-11-30 12:44:03,074 - Epoch: [4][21600/31148] Overall Loss 0.010820 Objective Loss 0.000000 Distill Loss 0.010820 LR 0.001000 Time 0.257710 +2023-11-30 12:44:28,857 - Epoch: [4][21700/31148] Overall Loss 0.010820 Objective Loss 0.000000 Distill Loss 0.010820 LR 0.001000 Time 0.257710 +2023-11-30 12:44:54,613 - Epoch: [4][21800/31148] Overall Loss 0.010819 Objective Loss 0.000000 Distill Loss 0.010819 LR 0.001000 Time 0.257709 +2023-11-30 12:45:20,368 - Epoch: [4][21900/31148] Overall Loss 0.010819 Objective Loss 0.000000 Distill Loss 0.010819 LR 0.001000 Time 0.257709 +2023-11-30 12:45:46,145 - Epoch: [4][22000/31148] Overall Loss 0.010819 Objective Loss 0.000000 Distill Loss 0.010819 LR 0.001000 Time 0.257709 +2023-11-30 12:46:11,932 - Epoch: [4][22100/31148] Overall Loss 0.010819 Objective Loss 0.000000 Distill Loss 0.010819 LR 0.001000 Time 0.257709 +2023-11-30 12:46:37,691 - Epoch: [4][22200/31148] Overall Loss 0.010818 Objective Loss 0.000000 Distill Loss 0.010818 LR 0.001000 Time 0.257709 +2023-11-30 12:47:03,445 - Epoch: [4][22300/31148] Overall Loss 0.010817 Objective Loss 0.000000 Distill Loss 0.010817 LR 0.001000 Time 0.257708 +2023-11-30 12:47:29,198 - Epoch: [4][22400/31148] Overall Loss 0.010817 Objective Loss 0.000000 Distill Loss 0.010817 LR 0.001000 Time 0.257707 +2023-11-30 12:47:54,964 - Epoch: [4][22500/31148] Overall Loss 0.010816 Objective Loss 0.000000 Distill Loss 0.010816 LR 0.001000 Time 0.257706 +2023-11-30 12:48:20,727 - Epoch: [4][22600/31148] Overall Loss 0.010815 Objective Loss 0.000000 Distill Loss 0.010815 LR 0.001000 Time 0.257706 +2023-11-30 12:48:46,548 - Epoch: [4][22700/31148] Overall Loss 0.010815 Objective Loss 0.000000 Distill Loss 0.010815 LR 0.001000 Time 0.257708 +2023-11-30 12:49:12,272 - Epoch: [4][22800/31148] Overall Loss 0.010815 Objective Loss 0.000000 Distill Loss 0.010815 LR 0.001000 Time 0.257706 +2023-11-30 12:49:37,978 - Epoch: [4][22900/31148] Overall Loss 0.010814 Objective Loss 0.000000 Distill Loss 0.010814 LR 0.001000 Time 0.257703 +2023-11-30 12:50:03,753 - Epoch: [4][23000/31148] Overall Loss 0.010814 Objective Loss 0.000000 Distill Loss 0.010814 LR 0.001000 Time 0.257703 +2023-11-30 12:50:29,550 - Epoch: [4][23100/31148] Overall Loss 0.010814 Objective Loss 0.000000 Distill Loss 0.010814 LR 0.001000 Time 0.257704 +2023-11-30 12:50:55,315 - Epoch: [4][23200/31148] Overall Loss 0.010814 Objective Loss 0.000000 Distill Loss 0.010814 LR 0.001000 Time 0.257704 +2023-11-30 12:51:21,175 - Epoch: [4][23300/31148] Overall Loss 0.010814 Objective Loss 0.000000 Distill Loss 0.010814 LR 0.001000 Time 0.257708 +2023-11-30 12:51:46,934 - Epoch: [4][23400/31148] Overall Loss 0.010813 Objective Loss 0.000000 Distill Loss 0.010813 LR 0.001000 Time 0.257707 +2023-11-30 12:52:12,705 - Epoch: [4][23500/31148] Overall Loss 0.010813 Objective Loss 0.000000 Distill Loss 0.010813 LR 0.001000 Time 0.257707 +2023-11-30 12:52:38,432 - Epoch: [4][23600/31148] Overall Loss 0.010813 Objective Loss 0.000000 Distill Loss 0.010813 LR 0.001000 Time 0.257705 +2023-11-30 12:53:04,191 - Epoch: [4][23700/31148] Overall Loss 0.010812 Objective Loss 0.000000 Distill Loss 0.010812 LR 0.001000 Time 0.257704 +2023-11-30 12:53:29,900 - Epoch: [4][23800/31148] Overall Loss 0.010812 Objective Loss 0.000000 Distill Loss 0.010812 LR 0.001000 Time 0.257701 +2023-11-30 12:53:55,606 - Epoch: [4][23900/31148] Overall Loss 0.010811 Objective Loss 0.000000 Distill Loss 0.010811 LR 0.001000 Time 0.257699 +2023-11-30 12:54:21,302 - Epoch: [4][24000/31148] Overall Loss 0.010810 Objective Loss 0.000000 Distill Loss 0.010810 LR 0.001000 Time 0.257696 +2023-11-30 12:54:47,034 - Epoch: [4][24100/31148] Overall Loss 0.010810 Objective Loss 0.000000 Distill Loss 0.010810 LR 0.001000 Time 0.257694 +2023-11-30 12:55:12,786 - Epoch: [4][24200/31148] Overall Loss 0.010810 Objective Loss 0.000000 Distill Loss 0.010810 LR 0.001000 Time 0.257693 +2023-11-30 12:55:38,514 - Epoch: [4][24300/31148] Overall Loss 0.010809 Objective Loss 0.000000 Distill Loss 0.010809 LR 0.001000 Time 0.257691 +2023-11-30 12:56:04,224 - Epoch: [4][24400/31148] Overall Loss 0.010808 Objective Loss 0.000000 Distill Loss 0.010808 LR 0.001000 Time 0.257689 +2023-11-30 12:56:29,943 - Epoch: [4][24500/31148] Overall Loss 0.010808 Objective Loss 0.000000 Distill Loss 0.010808 LR 0.001000 Time 0.257687 +2023-11-30 12:56:55,708 - Epoch: [4][24600/31148] Overall Loss 0.010807 Objective Loss 0.000000 Distill Loss 0.010807 LR 0.001000 Time 0.257686 +2023-11-30 12:57:21,450 - Epoch: [4][24700/31148] Overall Loss 0.010807 Objective Loss 0.000000 Distill Loss 0.010807 LR 0.001000 Time 0.257685 +2023-11-30 12:57:47,235 - Epoch: [4][24800/31148] Overall Loss 0.010807 Objective Loss 0.000000 Distill Loss 0.010807 LR 0.001000 Time 0.257686 +2023-11-30 12:58:12,955 - Epoch: [4][24900/31148] Overall Loss 0.010806 Objective Loss 0.000000 Distill Loss 0.010806 LR 0.001000 Time 0.257684 +2023-11-30 12:58:38,686 - Epoch: [4][25000/31148] Overall Loss 0.010805 Objective Loss 0.000000 Distill Loss 0.010805 LR 0.001000 Time 0.257682 +2023-11-30 12:59:04,442 - Epoch: [4][25100/31148] Overall Loss 0.010804 Objective Loss 0.000000 Distill Loss 0.010804 LR 0.001000 Time 0.257681 +2023-11-30 12:59:30,191 - Epoch: [4][25200/31148] Overall Loss 0.010804 Objective Loss 0.000000 Distill Loss 0.010804 LR 0.001000 Time 0.257681 +2023-11-30 12:59:55,906 - Epoch: [4][25300/31148] Overall Loss 0.010803 Objective Loss 0.000000 Distill Loss 0.010803 LR 0.001000 Time 0.257678 +2023-11-30 13:00:21,652 - Epoch: [4][25400/31148] Overall Loss 0.010803 Objective Loss 0.000000 Distill Loss 0.010803 LR 0.001000 Time 0.257677 +2023-11-30 13:00:47,424 - Epoch: [4][25500/31148] Overall Loss 0.010802 Objective Loss 0.000000 Distill Loss 0.010802 LR 0.001000 Time 0.257677 +2023-11-30 13:01:13,167 - Epoch: [4][25600/31148] Overall Loss 0.010802 Objective Loss 0.000000 Distill Loss 0.010802 LR 0.001000 Time 0.257676 +2023-11-30 13:01:38,910 - Epoch: [4][25700/31148] Overall Loss 0.010801 Objective Loss 0.000000 Distill Loss 0.010801 LR 0.001000 Time 0.257675 +2023-11-30 13:02:04,699 - Epoch: [4][25800/31148] Overall Loss 0.010801 Objective Loss 0.000000 Distill Loss 0.010801 LR 0.001000 Time 0.257676 +2023-11-30 13:02:30,414 - Epoch: [4][25900/31148] Overall Loss 0.010801 Objective Loss 0.000000 Distill Loss 0.010801 LR 0.001000 Time 0.257674 +2023-11-30 13:02:56,180 - Epoch: [4][26000/31148] Overall Loss 0.010801 Objective Loss 0.000000 Distill Loss 0.010801 LR 0.001000 Time 0.257674 +2023-11-30 13:03:21,938 - Epoch: [4][26100/31148] Overall Loss 0.010800 Objective Loss 0.000000 Distill Loss 0.010800 LR 0.001000 Time 0.257673 +2023-11-30 13:03:47,724 - Epoch: [4][26200/31148] Overall Loss 0.010800 Objective Loss 0.000000 Distill Loss 0.010800 LR 0.001000 Time 0.257674 +2023-11-30 13:04:13,470 - Epoch: [4][26300/31148] Overall Loss 0.010799 Objective Loss 0.000000 Distill Loss 0.010799 LR 0.001000 Time 0.257673 +2023-11-30 13:04:39,220 - Epoch: [4][26400/31148] Overall Loss 0.010799 Objective Loss 0.000000 Distill Loss 0.010799 LR 0.001000 Time 0.257672 +2023-11-30 13:05:04,943 - Epoch: [4][26500/31148] Overall Loss 0.010799 Objective Loss 0.000000 Distill Loss 0.010799 LR 0.001000 Time 0.257670 +2023-11-30 13:05:30,649 - Epoch: [4][26600/31148] Overall Loss 0.010798 Objective Loss 0.000000 Distill Loss 0.010798 LR 0.001000 Time 0.257668 +2023-11-30 13:05:56,413 - Epoch: [4][26700/31148] Overall Loss 0.010798 Objective Loss 0.000000 Distill Loss 0.010798 LR 0.001000 Time 0.257668 +2023-11-30 13:06:22,241 - Epoch: [4][26800/31148] Overall Loss 0.010797 Objective Loss 0.000000 Distill Loss 0.010797 LR 0.001000 Time 0.257670 +2023-11-30 13:06:47,977 - Epoch: [4][26900/31148] Overall Loss 0.010797 Objective Loss 0.000000 Distill Loss 0.010797 LR 0.001000 Time 0.257669 +2023-11-30 13:07:13,758 - Epoch: [4][27000/31148] Overall Loss 0.010796 Objective Loss 0.000000 Distill Loss 0.010796 LR 0.001000 Time 0.257669 +2023-11-30 13:07:39,501 - Epoch: [4][27100/31148] Overall Loss 0.010796 Objective Loss 0.000000 Distill Loss 0.010796 LR 0.001000 Time 0.257668 +2023-11-30 13:08:05,246 - Epoch: [4][27200/31148] Overall Loss 0.010795 Objective Loss 0.000000 Distill Loss 0.010795 LR 0.001000 Time 0.257667 +2023-11-30 13:08:30,939 - Epoch: [4][27300/31148] Overall Loss 0.010795 Objective Loss 0.000000 Distill Loss 0.010795 LR 0.001000 Time 0.257665 +2023-11-30 13:08:56,692 - Epoch: [4][27400/31148] Overall Loss 0.010794 Objective Loss 0.000000 Distill Loss 0.010794 LR 0.001000 Time 0.257664 +2023-11-30 13:09:22,443 - Epoch: [4][27500/31148] Overall Loss 0.010794 Objective Loss 0.000000 Distill Loss 0.010794 LR 0.001000 Time 0.257663 +2023-11-30 13:09:48,210 - Epoch: [4][27600/31148] Overall Loss 0.010794 Objective Loss 0.000000 Distill Loss 0.010794 LR 0.001000 Time 0.257663 +2023-11-30 13:10:13,939 - Epoch: [4][27700/31148] Overall Loss 0.010794 Objective Loss 0.000000 Distill Loss 0.010794 LR 0.001000 Time 0.257662 +2023-11-30 13:10:39,680 - Epoch: [4][27800/31148] Overall Loss 0.010793 Objective Loss 0.000000 Distill Loss 0.010793 LR 0.001000 Time 0.257661 +2023-11-30 13:11:05,468 - Epoch: [4][27900/31148] Overall Loss 0.010792 Objective Loss 0.000000 Distill Loss 0.010792 LR 0.001000 Time 0.257661 +2023-11-30 13:11:31,214 - Epoch: [4][28000/31148] Overall Loss 0.010792 Objective Loss 0.000000 Distill Loss 0.010792 LR 0.001000 Time 0.257661 +2023-11-30 13:11:56,989 - Epoch: [4][28100/31148] Overall Loss 0.010791 Objective Loss 0.000000 Distill Loss 0.010791 LR 0.001000 Time 0.257661 +2023-11-30 13:12:22,797 - Epoch: [4][28200/31148] Overall Loss 0.010791 Objective Loss 0.000000 Distill Loss 0.010791 LR 0.001000 Time 0.257662 +2023-11-30 13:12:48,520 - Epoch: [4][28300/31148] Overall Loss 0.010790 Objective Loss 0.000000 Distill Loss 0.010790 LR 0.001000 Time 0.257661 +2023-11-30 13:13:14,290 - Epoch: [4][28400/31148] Overall Loss 0.010790 Objective Loss 0.000000 Distill Loss 0.010790 LR 0.001000 Time 0.257661 +2023-11-30 13:13:40,081 - Epoch: [4][28500/31148] Overall Loss 0.010790 Objective Loss 0.000000 Distill Loss 0.010790 LR 0.001000 Time 0.257661 +2023-11-30 13:14:05,888 - Epoch: [4][28600/31148] Overall Loss 0.010789 Objective Loss 0.000000 Distill Loss 0.010789 LR 0.001000 Time 0.257663 +2023-11-30 13:14:31,603 - Epoch: [4][28700/31148] Overall Loss 0.010789 Objective Loss 0.000000 Distill Loss 0.010789 LR 0.001000 Time 0.257661 +2023-11-30 13:14:57,330 - Epoch: [4][28800/31148] Overall Loss 0.010788 Objective Loss 0.000000 Distill Loss 0.010788 LR 0.001000 Time 0.257659 +2023-11-30 13:15:23,058 - Epoch: [4][28900/31148] Overall Loss 0.010788 Objective Loss 0.000000 Distill Loss 0.010788 LR 0.001000 Time 0.257658 +2023-11-30 13:15:48,817 - Epoch: [4][29000/31148] Overall Loss 0.010788 Objective Loss 0.000000 Distill Loss 0.010788 LR 0.001000 Time 0.257658 +2023-11-30 13:16:14,559 - Epoch: [4][29100/31148] Overall Loss 0.010787 Objective Loss 0.000000 Distill Loss 0.010787 LR 0.001000 Time 0.257657 +2023-11-30 13:16:40,313 - Epoch: [4][29200/31148] Overall Loss 0.010787 Objective Loss 0.000000 Distill Loss 0.010787 LR 0.001000 Time 0.257656 +2023-11-30 13:17:06,055 - Epoch: [4][29300/31148] Overall Loss 0.010787 Objective Loss 0.000000 Distill Loss 0.010787 LR 0.001000 Time 0.257655 +2023-11-30 13:17:31,795 - Epoch: [4][29400/31148] Overall Loss 0.010786 Objective Loss 0.000000 Distill Loss 0.010786 LR 0.001000 Time 0.257654 +2023-11-30 13:17:57,500 - Epoch: [4][29500/31148] Overall Loss 0.010785 Objective Loss 0.000000 Distill Loss 0.010785 LR 0.001000 Time 0.257652 +2023-11-30 13:18:23,206 - Epoch: [4][29600/31148] Overall Loss 0.010785 Objective Loss 0.000000 Distill Loss 0.010785 LR 0.001000 Time 0.257650 +2023-11-30 13:18:48,967 - Epoch: [4][29700/31148] Overall Loss 0.010784 Objective Loss 0.000000 Distill Loss 0.010784 LR 0.001000 Time 0.257650 +2023-11-30 13:19:14,724 - Epoch: [4][29800/31148] Overall Loss 0.010784 Objective Loss 0.000000 Distill Loss 0.010784 LR 0.001000 Time 0.257650 +2023-11-30 13:19:40,420 - Epoch: [4][29900/31148] Overall Loss 0.010784 Objective Loss 0.000000 Distill Loss 0.010784 LR 0.001000 Time 0.257647 +2023-11-30 13:20:06,221 - Epoch: [4][30000/31148] Overall Loss 0.010784 Objective Loss 0.000000 Distill Loss 0.010784 LR 0.001000 Time 0.257648 +2023-11-30 13:20:32,013 - Epoch: [4][30100/31148] Overall Loss 0.010783 Objective Loss 0.000000 Distill Loss 0.010783 LR 0.001000 Time 0.257649 +2023-11-30 13:20:57,769 - Epoch: [4][30200/31148] Overall Loss 0.010783 Objective Loss 0.000000 Distill Loss 0.010783 LR 0.001000 Time 0.257649 +2023-11-30 13:21:23,540 - Epoch: [4][30300/31148] Overall Loss 0.010783 Objective Loss 0.000000 Distill Loss 0.010783 LR 0.001000 Time 0.257649 +2023-11-30 13:21:49,340 - Epoch: [4][30400/31148] Overall Loss 0.010782 Objective Loss 0.000000 Distill Loss 0.010782 LR 0.001000 Time 0.257650 +2023-11-30 13:22:15,168 - Epoch: [4][30500/31148] Overall Loss 0.010782 Objective Loss 0.000000 Distill Loss 0.010782 LR 0.001000 Time 0.257652 +2023-11-30 13:22:40,859 - Epoch: [4][30600/31148] Overall Loss 0.010781 Objective Loss 0.000000 Distill Loss 0.010781 LR 0.001000 Time 0.257649 +2023-11-30 13:23:06,654 - Epoch: [4][30700/31148] Overall Loss 0.010781 Objective Loss 0.000000 Distill Loss 0.010781 LR 0.001000 Time 0.257650 +2023-11-30 13:23:32,384 - Epoch: [4][30800/31148] Overall Loss 0.010780 Objective Loss 0.000000 Distill Loss 0.010780 LR 0.001000 Time 0.257649 +2023-11-30 13:23:58,117 - Epoch: [4][30900/31148] Overall Loss 0.010780 Objective Loss 0.000000 Distill Loss 0.010780 LR 0.001000 Time 0.257648 +2023-11-30 13:24:23,892 - Epoch: [4][31000/31148] Overall Loss 0.010779 Objective Loss 0.000000 Distill Loss 0.010779 LR 0.001000 Time 0.257648 +2023-11-30 13:24:49,601 - Epoch: [4][31100/31148] Overall Loss 0.010779 Objective Loss 0.000000 Distill Loss 0.010779 LR 0.001000 Time 0.257646 +2023-11-30 13:25:02,462 - Epoch: [4][31148/31148] Overall Loss 0.010778 Objective Loss 0.000000 Distill Loss 0.010778 LR 0.001000 Time 0.257662 +2023-11-30 13:25:02,830 - --- validate (epoch=4)----------- +2023-11-30 13:25:02,831 - 167951 samples (100 per mini-batch) +2023-11-30 13:25:23,826 - Epoch: [4][ 100/ 1680] Loss 0.000000 Overall Loss 0.011475 +2023-11-30 13:25:43,529 - Epoch: [4][ 200/ 1680] Loss 0.000000 Overall Loss 0.011471 +2023-11-30 13:26:03,236 - Epoch: [4][ 300/ 1680] Loss 0.000000 Overall Loss 0.011455 +2023-11-30 13:26:22,972 - Epoch: [4][ 400/ 1680] Loss 0.000000 Overall Loss 0.011443 +2023-11-30 13:26:42,674 - Epoch: [4][ 500/ 1680] Loss 0.000000 Overall Loss 0.011437 +2023-11-30 13:27:02,392 - Epoch: [4][ 600/ 1680] Loss 0.000000 Overall Loss 0.011457 +2023-11-30 13:27:22,088 - Epoch: [4][ 700/ 1680] Loss 0.000000 Overall Loss 0.011468 +2023-11-30 13:27:41,797 - Epoch: [4][ 800/ 1680] Loss 0.000000 Overall Loss 0.011459 +2023-11-30 13:28:01,507 - Epoch: [4][ 900/ 1680] Loss 0.000000 Overall Loss 0.011460 +2023-11-30 13:28:21,258 - Epoch: [4][ 1000/ 1680] Loss 0.000000 Overall Loss 0.011455 +2023-11-30 13:28:41,015 - Epoch: [4][ 1100/ 1680] Loss 0.000000 Overall Loss 0.011449 +2023-11-30 13:29:00,732 - Epoch: [4][ 1200/ 1680] Loss 0.000000 Overall Loss 0.011448 +2023-11-30 13:29:20,446 - Epoch: [4][ 1300/ 1680] Loss 0.000000 Overall Loss 0.011447 +2023-11-30 13:29:40,192 - Epoch: [4][ 1400/ 1680] Loss 0.000000 Overall Loss 0.011448 +2023-11-30 13:29:59,932 - Epoch: [4][ 1500/ 1680] Loss 0.000000 Overall Loss 0.011454 +2023-11-30 13:30:19,645 - Epoch: [4][ 1600/ 1680] Loss 0.000000 Overall Loss 0.011451 +2023-11-30 13:30:35,336 - Epoch: [4][ 1680/ 1680] Loss 0.000000 Overall Loss 0.011451 +2023-11-30 13:30:35,530 - ==> Overall Loss: 0.011 + +2023-11-30 13:30:35,533 - ==> Best [Overall Loss: 0.011451 on epoch: 4] +2023-11-30 13:30:35,533 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 13:30:35,572 - + +2023-11-30 13:30:35,572 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 13:31:07,749 - Epoch: [5][ 100/31148] Overall Loss 0.010618 Objective Loss 0.000000 Distill Loss 0.010618 LR 0.001000 Time 0.321736 +2023-11-30 13:31:33,514 - Epoch: [5][ 200/31148] Overall Loss 0.010562 Objective Loss 0.000000 Distill Loss 0.010562 LR 0.001000 Time 0.289679 +2023-11-30 13:31:59,262 - Epoch: [5][ 300/31148] Overall Loss 0.010563 Objective Loss 0.000000 Distill Loss 0.010563 LR 0.001000 Time 0.278937 +2023-11-30 13:32:25,022 - Epoch: [5][ 400/31148] Overall Loss 0.010550 Objective Loss 0.000000 Distill Loss 0.010550 LR 0.001000 Time 0.273595 +2023-11-30 13:32:50,783 - Epoch: [5][ 500/31148] Overall Loss 0.010540 Objective Loss 0.000000 Distill Loss 0.010540 LR 0.001000 Time 0.270392 +2023-11-30 13:33:16,521 - Epoch: [5][ 600/31148] Overall Loss 0.010537 Objective Loss 0.000000 Distill Loss 0.010537 LR 0.001000 Time 0.268219 +2023-11-30 13:33:42,247 - Epoch: [5][ 700/31148] Overall Loss 0.010559 Objective Loss 0.000000 Distill Loss 0.010559 LR 0.001000 Time 0.266650 +2023-11-30 13:34:07,979 - Epoch: [5][ 800/31148] Overall Loss 0.010571 Objective Loss 0.000000 Distill Loss 0.010571 LR 0.001000 Time 0.265480 +2023-11-30 13:34:33,703 - Epoch: [5][ 900/31148] Overall Loss 0.010558 Objective Loss 0.000000 Distill Loss 0.010558 LR 0.001000 Time 0.264561 +2023-11-30 13:34:59,461 - Epoch: [5][ 1000/31148] Overall Loss 0.010558 Objective Loss 0.000000 Distill Loss 0.010558 LR 0.001000 Time 0.263861 +2023-11-30 13:35:25,169 - Epoch: [5][ 1100/31148] Overall Loss 0.010557 Objective Loss 0.000000 Distill Loss 0.010557 LR 0.001000 Time 0.263242 +2023-11-30 13:35:50,920 - Epoch: [5][ 1200/31148] Overall Loss 0.010555 Objective Loss 0.000000 Distill Loss 0.010555 LR 0.001000 Time 0.262763 +2023-11-30 13:36:16,671 - Epoch: [5][ 1300/31148] Overall Loss 0.010556 Objective Loss 0.000000 Distill Loss 0.010556 LR 0.001000 Time 0.262356 +2023-11-30 13:36:42,401 - Epoch: [5][ 1400/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.261993 +2023-11-30 13:37:08,168 - Epoch: [5][ 1500/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.261704 +2023-11-30 13:37:33,915 - Epoch: [5][ 1600/31148] Overall Loss 0.010570 Objective Loss 0.000000 Distill Loss 0.010570 LR 0.001000 Time 0.261437 +2023-11-30 13:37:59,675 - Epoch: [5][ 1700/31148] Overall Loss 0.010572 Objective Loss 0.000000 Distill Loss 0.010572 LR 0.001000 Time 0.261210 +2023-11-30 13:38:25,389 - Epoch: [5][ 1800/31148] Overall Loss 0.010571 Objective Loss 0.000000 Distill Loss 0.010571 LR 0.001000 Time 0.260982 +2023-11-30 13:38:51,115 - Epoch: [5][ 1900/31148] Overall Loss 0.010569 Objective Loss 0.000000 Distill Loss 0.010569 LR 0.001000 Time 0.260785 +2023-11-30 13:39:16,868 - Epoch: [5][ 2000/31148] Overall Loss 0.010569 Objective Loss 0.000000 Distill Loss 0.010569 LR 0.001000 Time 0.260621 +2023-11-30 13:39:42,553 - Epoch: [5][ 2100/31148] Overall Loss 0.010572 Objective Loss 0.000000 Distill Loss 0.010572 LR 0.001000 Time 0.260440 +2023-11-30 13:40:08,295 - Epoch: [5][ 2200/31148] Overall Loss 0.010572 Objective Loss 0.000000 Distill Loss 0.010572 LR 0.001000 Time 0.260302 +2023-11-30 13:40:33,988 - Epoch: [5][ 2300/31148] Overall Loss 0.010582 Objective Loss 0.000000 Distill Loss 0.010582 LR 0.001000 Time 0.260154 +2023-11-30 13:40:59,722 - Epoch: [5][ 2400/31148] Overall Loss 0.010583 Objective Loss 0.000000 Distill Loss 0.010583 LR 0.001000 Time 0.260036 +2023-11-30 13:41:25,485 - Epoch: [5][ 2500/31148] Overall Loss 0.010585 Objective Loss 0.000000 Distill Loss 0.010585 LR 0.001000 Time 0.259939 +2023-11-30 13:41:51,203 - Epoch: [5][ 2600/31148] Overall Loss 0.010590 Objective Loss 0.000000 Distill Loss 0.010590 LR 0.001000 Time 0.259831 +2023-11-30 13:42:16,951 - Epoch: [5][ 2700/31148] Overall Loss 0.010591 Objective Loss 0.000000 Distill Loss 0.010591 LR 0.001000 Time 0.259743 +2023-11-30 13:42:42,686 - Epoch: [5][ 2800/31148] Overall Loss 0.010587 Objective Loss 0.000000 Distill Loss 0.010587 LR 0.001000 Time 0.259657 +2023-11-30 13:43:08,406 - Epoch: [5][ 2900/31148] Overall Loss 0.010585 Objective Loss 0.000000 Distill Loss 0.010585 LR 0.001000 Time 0.259571 +2023-11-30 13:43:34,109 - Epoch: [5][ 3000/31148] Overall Loss 0.010585 Objective Loss 0.000000 Distill Loss 0.010585 LR 0.001000 Time 0.259486 +2023-11-30 13:43:59,772 - Epoch: [5][ 3100/31148] Overall Loss 0.010584 Objective Loss 0.000000 Distill Loss 0.010584 LR 0.001000 Time 0.259393 +2023-11-30 13:44:25,546 - Epoch: [5][ 3200/31148] Overall Loss 0.010585 Objective Loss 0.000000 Distill Loss 0.010585 LR 0.001000 Time 0.259340 +2023-11-30 13:44:51,291 - Epoch: [5][ 3300/31148] Overall Loss 0.010583 Objective Loss 0.000000 Distill Loss 0.010583 LR 0.001000 Time 0.259282 +2023-11-30 13:45:17,052 - Epoch: [5][ 3400/31148] Overall Loss 0.010583 Objective Loss 0.000000 Distill Loss 0.010583 LR 0.001000 Time 0.259232 +2023-11-30 13:45:42,745 - Epoch: [5][ 3500/31148] Overall Loss 0.010580 Objective Loss 0.000000 Distill Loss 0.010580 LR 0.001000 Time 0.259166 +2023-11-30 13:46:08,569 - Epoch: [5][ 3600/31148] Overall Loss 0.010584 Objective Loss 0.000000 Distill Loss 0.010584 LR 0.001000 Time 0.259139 +2023-11-30 13:46:34,307 - Epoch: [5][ 3700/31148] Overall Loss 0.010583 Objective Loss 0.000000 Distill Loss 0.010583 LR 0.001000 Time 0.259091 +2023-11-30 13:47:00,032 - Epoch: [5][ 3800/31148] Overall Loss 0.010583 Objective Loss 0.000000 Distill Loss 0.010583 LR 0.001000 Time 0.259042 +2023-11-30 13:47:25,774 - Epoch: [5][ 3900/31148] Overall Loss 0.010584 Objective Loss 0.000000 Distill Loss 0.010584 LR 0.001000 Time 0.259000 +2023-11-30 13:47:51,554 - Epoch: [5][ 4000/31148] Overall Loss 0.010583 Objective Loss 0.000000 Distill Loss 0.010583 LR 0.001000 Time 0.258969 +2023-11-30 13:48:17,296 - Epoch: [5][ 4100/31148] Overall Loss 0.010582 Objective Loss 0.000000 Distill Loss 0.010582 LR 0.001000 Time 0.258931 +2023-11-30 13:48:43,038 - Epoch: [5][ 4200/31148] Overall Loss 0.010583 Objective Loss 0.000000 Distill Loss 0.010583 LR 0.001000 Time 0.258894 +2023-11-30 13:49:08,710 - Epoch: [5][ 4300/31148] Overall Loss 0.010586 Objective Loss 0.000000 Distill Loss 0.010586 LR 0.001000 Time 0.258843 +2023-11-30 13:49:34,475 - Epoch: [5][ 4400/31148] Overall Loss 0.010586 Objective Loss 0.000000 Distill Loss 0.010586 LR 0.001000 Time 0.258815 +2023-11-30 13:50:00,258 - Epoch: [5][ 4500/31148] Overall Loss 0.010586 Objective Loss 0.000000 Distill Loss 0.010586 LR 0.001000 Time 0.258792 +2023-11-30 13:50:26,003 - Epoch: [5][ 4600/31148] Overall Loss 0.010585 Objective Loss 0.000000 Distill Loss 0.010585 LR 0.001000 Time 0.258763 +2023-11-30 13:50:51,781 - Epoch: [5][ 4700/31148] Overall Loss 0.010586 Objective Loss 0.000000 Distill Loss 0.010586 LR 0.001000 Time 0.258741 +2023-11-30 13:51:17,502 - Epoch: [5][ 4800/31148] Overall Loss 0.010587 Objective Loss 0.000000 Distill Loss 0.010587 LR 0.001000 Time 0.258709 +2023-11-30 13:51:43,236 - Epoch: [5][ 4900/31148] Overall Loss 0.010586 Objective Loss 0.000000 Distill Loss 0.010586 LR 0.001000 Time 0.258680 +2023-11-30 13:52:08,980 - Epoch: [5][ 5000/31148] Overall Loss 0.010584 Objective Loss 0.000000 Distill Loss 0.010584 LR 0.001000 Time 0.258655 +2023-11-30 13:52:34,714 - Epoch: [5][ 5100/31148] Overall Loss 0.010584 Objective Loss 0.000000 Distill Loss 0.010584 LR 0.001000 Time 0.258629 +2023-11-30 13:53:00,431 - Epoch: [5][ 5200/31148] Overall Loss 0.010587 Objective Loss 0.000000 Distill Loss 0.010587 LR 0.001000 Time 0.258600 +2023-11-30 13:53:26,117 - Epoch: [5][ 5300/31148] Overall Loss 0.010585 Objective Loss 0.000000 Distill Loss 0.010585 LR 0.001000 Time 0.258567 +2023-11-30 13:53:51,915 - Epoch: [5][ 5400/31148] Overall Loss 0.010587 Objective Loss 0.000000 Distill Loss 0.010587 LR 0.001000 Time 0.258555 +2023-11-30 13:54:17,667 - Epoch: [5][ 5500/31148] Overall Loss 0.010587 Objective Loss 0.000000 Distill Loss 0.010587 LR 0.001000 Time 0.258536 +2023-11-30 13:54:43,414 - Epoch: [5][ 5600/31148] Overall Loss 0.010586 Objective Loss 0.000000 Distill Loss 0.010586 LR 0.001000 Time 0.258517 +2023-11-30 13:55:09,207 - Epoch: [5][ 5700/31148] Overall Loss 0.010584 Objective Loss 0.000000 Distill Loss 0.010584 LR 0.001000 Time 0.258506 +2023-11-30 13:55:34,900 - Epoch: [5][ 5800/31148] Overall Loss 0.010582 Objective Loss 0.000000 Distill Loss 0.010582 LR 0.001000 Time 0.258478 +2023-11-30 13:56:00,631 - Epoch: [5][ 5900/31148] Overall Loss 0.010579 Objective Loss 0.000000 Distill Loss 0.010579 LR 0.001000 Time 0.258458 +2023-11-30 13:56:26,362 - Epoch: [5][ 6000/31148] Overall Loss 0.010577 Objective Loss 0.000000 Distill Loss 0.010577 LR 0.001000 Time 0.258438 +2023-11-30 13:56:52,157 - Epoch: [5][ 6100/31148] Overall Loss 0.010578 Objective Loss 0.000000 Distill Loss 0.010578 LR 0.001000 Time 0.258430 +2023-11-30 13:57:17,847 - Epoch: [5][ 6200/31148] Overall Loss 0.010576 Objective Loss 0.000000 Distill Loss 0.010576 LR 0.001000 Time 0.258405 +2023-11-30 13:57:43,636 - Epoch: [5][ 6300/31148] Overall Loss 0.010575 Objective Loss 0.000000 Distill Loss 0.010575 LR 0.001000 Time 0.258396 +2023-11-30 13:58:09,400 - Epoch: [5][ 6400/31148] Overall Loss 0.010575 Objective Loss 0.000000 Distill Loss 0.010575 LR 0.001000 Time 0.258384 +2023-11-30 13:58:35,148 - Epoch: [5][ 6500/31148] Overall Loss 0.010573 Objective Loss 0.000000 Distill Loss 0.010573 LR 0.001000 Time 0.258370 +2023-11-30 13:59:00,930 - Epoch: [5][ 6600/31148] Overall Loss 0.010572 Objective Loss 0.000000 Distill Loss 0.010572 LR 0.001000 Time 0.258361 +2023-11-30 13:59:26,642 - Epoch: [5][ 6700/31148] Overall Loss 0.010572 Objective Loss 0.000000 Distill Loss 0.010572 LR 0.001000 Time 0.258342 +2023-11-30 13:59:52,360 - Epoch: [5][ 6800/31148] Overall Loss 0.010572 Objective Loss 0.000000 Distill Loss 0.010572 LR 0.001000 Time 0.258325 +2023-11-30 14:00:18,085 - Epoch: [5][ 6900/31148] Overall Loss 0.010573 Objective Loss 0.000000 Distill Loss 0.010573 LR 0.001000 Time 0.258309 +2023-11-30 14:00:43,815 - Epoch: [5][ 7000/31148] Overall Loss 0.010573 Objective Loss 0.000000 Distill Loss 0.010573 LR 0.001000 Time 0.258294 +2023-11-30 14:01:09,545 - Epoch: [5][ 7100/31148] Overall Loss 0.010574 Objective Loss 0.000000 Distill Loss 0.010574 LR 0.001000 Time 0.258279 +2023-11-30 14:01:35,295 - Epoch: [5][ 7200/31148] Overall Loss 0.010574 Objective Loss 0.000000 Distill Loss 0.010574 LR 0.001000 Time 0.258268 +2023-11-30 14:02:01,025 - Epoch: [5][ 7300/31148] Overall Loss 0.010575 Objective Loss 0.000000 Distill Loss 0.010575 LR 0.001000 Time 0.258255 +2023-11-30 14:02:26,792 - Epoch: [5][ 7400/31148] Overall Loss 0.010575 Objective Loss 0.000000 Distill Loss 0.010575 LR 0.001000 Time 0.258246 +2023-11-30 14:02:52,598 - Epoch: [5][ 7500/31148] Overall Loss 0.010574 Objective Loss 0.000000 Distill Loss 0.010574 LR 0.001000 Time 0.258244 +2023-11-30 14:03:18,364 - Epoch: [5][ 7600/31148] Overall Loss 0.010573 Objective Loss 0.000000 Distill Loss 0.010573 LR 0.001000 Time 0.258236 +2023-11-30 14:03:44,104 - Epoch: [5][ 7700/31148] Overall Loss 0.010573 Objective Loss 0.000000 Distill Loss 0.010573 LR 0.001000 Time 0.258224 +2023-11-30 14:04:09,861 - Epoch: [5][ 7800/31148] Overall Loss 0.010571 Objective Loss 0.000000 Distill Loss 0.010571 LR 0.001000 Time 0.258216 +2023-11-30 14:04:35,605 - Epoch: [5][ 7900/31148] Overall Loss 0.010569 Objective Loss 0.000000 Distill Loss 0.010569 LR 0.001000 Time 0.258205 +2023-11-30 14:05:01,360 - Epoch: [5][ 8000/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258197 +2023-11-30 14:05:27,066 - Epoch: [5][ 8100/31148] Overall Loss 0.010568 Objective Loss 0.000000 Distill Loss 0.010568 LR 0.001000 Time 0.258183 +2023-11-30 14:05:52,802 - Epoch: [5][ 8200/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258172 +2023-11-30 14:06:18,592 - Epoch: [5][ 8300/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258169 +2023-11-30 14:06:44,328 - Epoch: [5][ 8400/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258159 +2023-11-30 14:07:10,082 - Epoch: [5][ 8500/31148] Overall Loss 0.010568 Objective Loss 0.000000 Distill Loss 0.010568 LR 0.001000 Time 0.258151 +2023-11-30 14:07:35,876 - Epoch: [5][ 8600/31148] Overall Loss 0.010568 Objective Loss 0.000000 Distill Loss 0.010568 LR 0.001000 Time 0.258148 +2023-11-30 14:08:01,646 - Epoch: [5][ 8700/31148] Overall Loss 0.010569 Objective Loss 0.000000 Distill Loss 0.010569 LR 0.001000 Time 0.258143 +2023-11-30 14:08:27,414 - Epoch: [5][ 8800/31148] Overall Loss 0.010569 Objective Loss 0.000000 Distill Loss 0.010569 LR 0.001000 Time 0.258137 +2023-11-30 14:08:53,162 - Epoch: [5][ 8900/31148] Overall Loss 0.010568 Objective Loss 0.000000 Distill Loss 0.010568 LR 0.001000 Time 0.258130 +2023-11-30 14:09:18,907 - Epoch: [5][ 9000/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258122 +2023-11-30 14:09:44,664 - Epoch: [5][ 9100/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258115 +2023-11-30 14:10:10,421 - Epoch: [5][ 9200/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258109 +2023-11-30 14:10:36,179 - Epoch: [5][ 9300/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258103 +2023-11-30 14:11:01,990 - Epoch: [5][ 9400/31148] Overall Loss 0.010568 Objective Loss 0.000000 Distill Loss 0.010568 LR 0.001000 Time 0.258103 +2023-11-30 14:11:27,718 - Epoch: [5][ 9500/31148] Overall Loss 0.010566 Objective Loss 0.000000 Distill Loss 0.010566 LR 0.001000 Time 0.258094 +2023-11-30 14:11:53,476 - Epoch: [5][ 9600/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258088 +2023-11-30 14:12:19,202 - Epoch: [5][ 9700/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258080 +2023-11-30 14:12:44,973 - Epoch: [5][ 9800/31148] Overall Loss 0.010569 Objective Loss 0.000000 Distill Loss 0.010569 LR 0.001000 Time 0.258076 +2023-11-30 14:13:10,732 - Epoch: [5][ 9900/31148] Overall Loss 0.010568 Objective Loss 0.000000 Distill Loss 0.010568 LR 0.001000 Time 0.258070 +2023-11-30 14:13:36,460 - Epoch: [5][10000/31148] Overall Loss 0.010567 Objective Loss 0.000000 Distill Loss 0.010567 LR 0.001000 Time 0.258062 +2023-11-30 14:14:02,160 - Epoch: [5][10100/31148] Overall Loss 0.010565 Objective Loss 0.000000 Distill Loss 0.010565 LR 0.001000 Time 0.258052 +2023-11-30 14:14:27,904 - Epoch: [5][10200/31148] Overall Loss 0.010564 Objective Loss 0.000000 Distill Loss 0.010564 LR 0.001000 Time 0.258045 +2023-11-30 14:14:53,647 - Epoch: [5][10300/31148] Overall Loss 0.010565 Objective Loss 0.000000 Distill Loss 0.010565 LR 0.001000 Time 0.258039 +2023-11-30 14:15:19,375 - Epoch: [5][10400/31148] Overall Loss 0.010563 Objective Loss 0.000000 Distill Loss 0.010563 LR 0.001000 Time 0.258031 +2023-11-30 14:15:45,053 - Epoch: [5][10500/31148] Overall Loss 0.010563 Objective Loss 0.000000 Distill Loss 0.010563 LR 0.001000 Time 0.258019 +2023-11-30 14:16:10,800 - Epoch: [5][10600/31148] Overall Loss 0.010563 Objective Loss 0.000000 Distill Loss 0.010563 LR 0.001000 Time 0.258014 +2023-11-30 14:16:36,537 - Epoch: [5][10700/31148] Overall Loss 0.010562 Objective Loss 0.000000 Distill Loss 0.010562 LR 0.001000 Time 0.258008 +2023-11-30 14:17:02,291 - Epoch: [5][10800/31148] Overall Loss 0.010562 Objective Loss 0.000000 Distill Loss 0.010562 LR 0.001000 Time 0.258003 +2023-11-30 14:17:28,027 - Epoch: [5][10900/31148] Overall Loss 0.010562 Objective Loss 0.000000 Distill Loss 0.010562 LR 0.001000 Time 0.257997 +2023-11-30 14:17:53,734 - Epoch: [5][11000/31148] Overall Loss 0.010561 Objective Loss 0.000000 Distill Loss 0.010561 LR 0.001000 Time 0.257988 +2023-11-30 14:18:19,490 - Epoch: [5][11100/31148] Overall Loss 0.010560 Objective Loss 0.000000 Distill Loss 0.010560 LR 0.001000 Time 0.257984 +2023-11-30 14:18:45,297 - Epoch: [5][11200/31148] Overall Loss 0.010559 Objective Loss 0.000000 Distill Loss 0.010559 LR 0.001000 Time 0.257985 +2023-11-30 14:19:11,057 - Epoch: [5][11300/31148] Overall Loss 0.010559 Objective Loss 0.000000 Distill Loss 0.010559 LR 0.001000 Time 0.257981 +2023-11-30 14:19:36,805 - Epoch: [5][11400/31148] Overall Loss 0.010559 Objective Loss 0.000000 Distill Loss 0.010559 LR 0.001000 Time 0.257976 +2023-11-30 14:20:02,538 - Epoch: [5][11500/31148] Overall Loss 0.010558 Objective Loss 0.000000 Distill Loss 0.010558 LR 0.001000 Time 0.257970 +2023-11-30 14:20:28,270 - Epoch: [5][11600/31148] Overall Loss 0.010559 Objective Loss 0.000000 Distill Loss 0.010559 LR 0.001000 Time 0.257965 +2023-11-30 14:20:53,982 - Epoch: [5][11700/31148] Overall Loss 0.010558 Objective Loss 0.000000 Distill Loss 0.010558 LR 0.001000 Time 0.257957 +2023-11-30 14:21:19,742 - Epoch: [5][11800/31148] Overall Loss 0.010557 Objective Loss 0.000000 Distill Loss 0.010557 LR 0.001000 Time 0.257954 +2023-11-30 14:21:45,453 - Epoch: [5][11900/31148] Overall Loss 0.010556 Objective Loss 0.000000 Distill Loss 0.010556 LR 0.001000 Time 0.257947 +2023-11-30 14:22:11,188 - Epoch: [5][12000/31148] Overall Loss 0.010556 Objective Loss 0.000000 Distill Loss 0.010556 LR 0.001000 Time 0.257941 +2023-11-30 14:22:36,962 - Epoch: [5][12100/31148] Overall Loss 0.010556 Objective Loss 0.000000 Distill Loss 0.010556 LR 0.001000 Time 0.257940 +2023-11-30 14:23:02,684 - Epoch: [5][12200/31148] Overall Loss 0.010555 Objective Loss 0.000000 Distill Loss 0.010555 LR 0.001000 Time 0.257933 +2023-11-30 14:23:28,377 - Epoch: [5][12300/31148] Overall Loss 0.010555 Objective Loss 0.000000 Distill Loss 0.010555 LR 0.001000 Time 0.257925 +2023-11-30 14:23:54,120 - Epoch: [5][12400/31148] Overall Loss 0.010556 Objective Loss 0.000000 Distill Loss 0.010556 LR 0.001000 Time 0.257921 +2023-11-30 14:24:19,831 - Epoch: [5][12500/31148] Overall Loss 0.010555 Objective Loss 0.000000 Distill Loss 0.010555 LR 0.001000 Time 0.257914 +2023-11-30 14:24:45,508 - Epoch: [5][12600/31148] Overall Loss 0.010555 Objective Loss 0.000000 Distill Loss 0.010555 LR 0.001000 Time 0.257905 +2023-11-30 14:25:11,260 - Epoch: [5][12700/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257902 +2023-11-30 14:25:37,027 - Epoch: [5][12800/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257900 +2023-11-30 14:26:02,744 - Epoch: [5][12900/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257894 +2023-11-30 14:26:28,459 - Epoch: [5][13000/31148] Overall Loss 0.010555 Objective Loss 0.000000 Distill Loss 0.010555 LR 0.001000 Time 0.257888 +2023-11-30 14:26:54,250 - Epoch: [5][13100/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257888 +2023-11-30 14:27:19,985 - Epoch: [5][13200/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257884 +2023-11-30 14:27:45,712 - Epoch: [5][13300/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257879 +2023-11-30 14:28:11,431 - Epoch: [5][13400/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257873 +2023-11-30 14:28:37,138 - Epoch: [5][13500/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257867 +2023-11-30 14:29:02,917 - Epoch: [5][13600/31148] Overall Loss 0.010554 Objective Loss 0.000000 Distill Loss 0.010554 LR 0.001000 Time 0.257867 +2023-11-30 14:29:28,666 - Epoch: [5][13700/31148] Overall Loss 0.010553 Objective Loss 0.000000 Distill Loss 0.010553 LR 0.001000 Time 0.257864 +2023-11-30 14:29:54,399 - Epoch: [5][13800/31148] Overall Loss 0.010553 Objective Loss 0.000000 Distill Loss 0.010553 LR 0.001000 Time 0.257860 +2023-11-30 14:30:20,170 - Epoch: [5][13900/31148] Overall Loss 0.010552 Objective Loss 0.000000 Distill Loss 0.010552 LR 0.001000 Time 0.257858 +2023-11-30 14:30:45,886 - Epoch: [5][14000/31148] Overall Loss 0.010552 Objective Loss 0.000000 Distill Loss 0.010552 LR 0.001000 Time 0.257853 +2023-11-30 14:31:11,621 - Epoch: [5][14100/31148] Overall Loss 0.010552 Objective Loss 0.000000 Distill Loss 0.010552 LR 0.001000 Time 0.257849 +2023-11-30 14:31:37,400 - Epoch: [5][14200/31148] Overall Loss 0.010552 Objective Loss 0.000000 Distill Loss 0.010552 LR 0.001000 Time 0.257849 +2023-11-30 14:32:03,116 - Epoch: [5][14300/31148] Overall Loss 0.010551 Objective Loss 0.000000 Distill Loss 0.010551 LR 0.001000 Time 0.257844 +2023-11-30 14:32:28,885 - Epoch: [5][14400/31148] Overall Loss 0.010550 Objective Loss 0.000000 Distill Loss 0.010550 LR 0.001000 Time 0.257842 +2023-11-30 14:32:54,621 - Epoch: [5][14500/31148] Overall Loss 0.010549 Objective Loss 0.000000 Distill Loss 0.010549 LR 0.001000 Time 0.257839 +2023-11-30 14:33:20,417 - Epoch: [5][14600/31148] Overall Loss 0.010549 Objective Loss 0.000000 Distill Loss 0.010549 LR 0.001000 Time 0.257840 +2023-11-30 14:33:46,074 - Epoch: [5][14700/31148] Overall Loss 0.010548 Objective Loss 0.000000 Distill Loss 0.010548 LR 0.001000 Time 0.257831 +2023-11-30 14:34:11,834 - Epoch: [5][14800/31148] Overall Loss 0.010547 Objective Loss 0.000000 Distill Loss 0.010547 LR 0.001000 Time 0.257829 +2023-11-30 14:34:37,526 - Epoch: [5][14900/31148] Overall Loss 0.010547 Objective Loss 0.000000 Distill Loss 0.010547 LR 0.001000 Time 0.257823 +2023-11-30 14:35:03,306 - Epoch: [5][15000/31148] Overall Loss 0.010547 Objective Loss 0.000000 Distill Loss 0.010547 LR 0.001000 Time 0.257822 +2023-11-30 14:35:29,060 - Epoch: [5][15100/31148] Overall Loss 0.010547 Objective Loss 0.000000 Distill Loss 0.010547 LR 0.001000 Time 0.257820 +2023-11-30 14:35:54,783 - Epoch: [5][15200/31148] Overall Loss 0.010546 Objective Loss 0.000000 Distill Loss 0.010546 LR 0.001000 Time 0.257816 +2023-11-30 14:36:20,482 - Epoch: [5][15300/31148] Overall Loss 0.010546 Objective Loss 0.000000 Distill Loss 0.010546 LR 0.001000 Time 0.257811 +2023-11-30 14:36:46,237 - Epoch: [5][15400/31148] Overall Loss 0.010546 Objective Loss 0.000000 Distill Loss 0.010546 LR 0.001000 Time 0.257809 +2023-11-30 14:37:11,977 - Epoch: [5][15500/31148] Overall Loss 0.010546 Objective Loss 0.000000 Distill Loss 0.010546 LR 0.001000 Time 0.257806 +2023-11-30 14:37:37,726 - Epoch: [5][15600/31148] Overall Loss 0.010545 Objective Loss 0.000000 Distill Loss 0.010545 LR 0.001000 Time 0.257804 +2023-11-30 14:38:03,447 - Epoch: [5][15700/31148] Overall Loss 0.010544 Objective Loss 0.000000 Distill Loss 0.010544 LR 0.001000 Time 0.257800 +2023-11-30 14:38:29,162 - Epoch: [5][15800/31148] Overall Loss 0.010543 Objective Loss 0.000000 Distill Loss 0.010543 LR 0.001000 Time 0.257796 +2023-11-30 14:38:54,896 - Epoch: [5][15900/31148] Overall Loss 0.010543 Objective Loss 0.000000 Distill Loss 0.010543 LR 0.001000 Time 0.257793 +2023-11-30 14:39:20,636 - Epoch: [5][16000/31148] Overall Loss 0.010543 Objective Loss 0.000000 Distill Loss 0.010543 LR 0.001000 Time 0.257790 +2023-11-30 14:39:46,426 - Epoch: [5][16100/31148] Overall Loss 0.010543 Objective Loss 0.000000 Distill Loss 0.010543 LR 0.001000 Time 0.257790 +2023-11-30 14:40:12,131 - Epoch: [5][16200/31148] Overall Loss 0.010543 Objective Loss 0.000000 Distill Loss 0.010543 LR 0.001000 Time 0.257786 +2023-11-30 14:40:37,867 - Epoch: [5][16300/31148] Overall Loss 0.010543 Objective Loss 0.000000 Distill Loss 0.010543 LR 0.001000 Time 0.257783 +2023-11-30 14:41:03,583 - Epoch: [5][16400/31148] Overall Loss 0.010543 Objective Loss 0.000000 Distill Loss 0.010543 LR 0.001000 Time 0.257779 +2023-11-30 14:41:29,315 - Epoch: [5][16500/31148] Overall Loss 0.010542 Objective Loss 0.000000 Distill Loss 0.010542 LR 0.001000 Time 0.257776 +2023-11-30 14:41:55,039 - Epoch: [5][16600/31148] Overall Loss 0.010542 Objective Loss 0.000000 Distill Loss 0.010542 LR 0.001000 Time 0.257773 +2023-11-30 14:42:20,776 - Epoch: [5][16700/31148] Overall Loss 0.010541 Objective Loss 0.000000 Distill Loss 0.010541 LR 0.001000 Time 0.257770 +2023-11-30 14:42:46,478 - Epoch: [5][16800/31148] Overall Loss 0.010541 Objective Loss 0.000000 Distill Loss 0.010541 LR 0.001000 Time 0.257765 +2023-11-30 14:43:12,258 - Epoch: [5][16900/31148] Overall Loss 0.010540 Objective Loss 0.000000 Distill Loss 0.010540 LR 0.001000 Time 0.257765 +2023-11-30 14:43:37,953 - Epoch: [5][17000/31148] Overall Loss 0.010540 Objective Loss 0.000000 Distill Loss 0.010540 LR 0.001000 Time 0.257761 +2023-11-30 14:44:03,710 - Epoch: [5][17100/31148] Overall Loss 0.010539 Objective Loss 0.000000 Distill Loss 0.010539 LR 0.001000 Time 0.257759 +2023-11-30 14:44:29,449 - Epoch: [5][17200/31148] Overall Loss 0.010539 Objective Loss 0.000000 Distill Loss 0.010539 LR 0.001000 Time 0.257757 +2023-11-30 14:44:55,169 - Epoch: [5][17300/31148] Overall Loss 0.010539 Objective Loss 0.000000 Distill Loss 0.010539 LR 0.001000 Time 0.257754 +2023-11-30 14:45:20,924 - Epoch: [5][17400/31148] Overall Loss 0.010539 Objective Loss 0.000000 Distill Loss 0.010539 LR 0.001000 Time 0.257752 +2023-11-30 14:45:46,702 - Epoch: [5][17500/31148] Overall Loss 0.010538 Objective Loss 0.000000 Distill Loss 0.010538 LR 0.001000 Time 0.257752 +2023-11-30 14:46:12,479 - Epoch: [5][17600/31148] Overall Loss 0.010538 Objective Loss 0.000000 Distill Loss 0.010538 LR 0.001000 Time 0.257752 +2023-11-30 14:46:38,217 - Epoch: [5][17700/31148] Overall Loss 0.010536 Objective Loss 0.000000 Distill Loss 0.010536 LR 0.001000 Time 0.257750 +2023-11-30 14:47:03,933 - Epoch: [5][17800/31148] Overall Loss 0.010537 Objective Loss 0.000000 Distill Loss 0.010537 LR 0.001000 Time 0.257747 +2023-11-30 14:47:29,622 - Epoch: [5][17900/31148] Overall Loss 0.010536 Objective Loss 0.000000 Distill Loss 0.010536 LR 0.001000 Time 0.257742 +2023-11-30 14:47:55,310 - Epoch: [5][18000/31148] Overall Loss 0.010535 Objective Loss 0.000000 Distill Loss 0.010535 LR 0.001000 Time 0.257737 +2023-11-30 14:48:21,126 - Epoch: [5][18100/31148] Overall Loss 0.010535 Objective Loss 0.000000 Distill Loss 0.010535 LR 0.001000 Time 0.257739 +2023-11-30 14:48:46,880 - Epoch: [5][18200/31148] Overall Loss 0.010536 Objective Loss 0.000000 Distill Loss 0.010536 LR 0.001000 Time 0.257738 +2023-11-30 14:49:12,623 - Epoch: [5][18300/31148] Overall Loss 0.010535 Objective Loss 0.000000 Distill Loss 0.010535 LR 0.001000 Time 0.257736 +2023-11-30 14:49:38,355 - Epoch: [5][18400/31148] Overall Loss 0.010535 Objective Loss 0.000000 Distill Loss 0.010535 LR 0.001000 Time 0.257733 +2023-11-30 14:50:04,110 - Epoch: [5][18500/31148] Overall Loss 0.010534 Objective Loss 0.000000 Distill Loss 0.010534 LR 0.001000 Time 0.257732 +2023-11-30 14:50:29,883 - Epoch: [5][18600/31148] Overall Loss 0.010533 Objective Loss 0.000000 Distill Loss 0.010533 LR 0.001000 Time 0.257732 +2023-11-30 14:50:55,651 - Epoch: [5][18700/31148] Overall Loss 0.010533 Objective Loss 0.000000 Distill Loss 0.010533 LR 0.001000 Time 0.257732 +2023-11-30 14:51:21,398 - Epoch: [5][18800/31148] Overall Loss 0.010533 Objective Loss 0.000000 Distill Loss 0.010533 LR 0.001000 Time 0.257730 +2023-11-30 14:51:47,150 - Epoch: [5][18900/31148] Overall Loss 0.010533 Objective Loss 0.000000 Distill Loss 0.010533 LR 0.001000 Time 0.257729 +2023-11-30 14:52:12,918 - Epoch: [5][19000/31148] Overall Loss 0.010532 Objective Loss 0.000000 Distill Loss 0.010532 LR 0.001000 Time 0.257728 +2023-11-30 14:52:38,649 - Epoch: [5][19100/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257726 +2023-11-30 14:53:04,395 - Epoch: [5][19200/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257725 +2023-11-30 14:53:30,156 - Epoch: [5][19300/31148] Overall Loss 0.010530 Objective Loss 0.000000 Distill Loss 0.010530 LR 0.001000 Time 0.257724 +2023-11-30 14:53:55,901 - Epoch: [5][19400/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257722 +2023-11-30 14:54:21,615 - Epoch: [5][19500/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257719 +2023-11-30 14:54:47,284 - Epoch: [5][19600/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257714 +2023-11-30 14:55:13,058 - Epoch: [5][19700/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257714 +2023-11-30 14:55:38,780 - Epoch: [5][19800/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257711 +2023-11-30 14:56:04,489 - Epoch: [5][19900/31148] Overall Loss 0.010530 Objective Loss 0.000000 Distill Loss 0.010530 LR 0.001000 Time 0.257708 +2023-11-30 14:56:30,193 - Epoch: [5][20000/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257704 +2023-11-30 14:56:55,952 - Epoch: [5][20100/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257704 +2023-11-30 14:57:21,689 - Epoch: [5][20200/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257702 +2023-11-30 14:57:47,399 - Epoch: [5][20300/31148] Overall Loss 0.010531 Objective Loss 0.000000 Distill Loss 0.010531 LR 0.001000 Time 0.257699 +2023-11-30 14:58:13,146 - Epoch: [5][20400/31148] Overall Loss 0.010530 Objective Loss 0.000000 Distill Loss 0.010530 LR 0.001000 Time 0.257698 +2023-11-30 14:58:38,897 - Epoch: [5][20500/31148] Overall Loss 0.010529 Objective Loss 0.000000 Distill Loss 0.010529 LR 0.001000 Time 0.257697 +2023-11-30 14:59:04,683 - Epoch: [5][20600/31148] Overall Loss 0.010528 Objective Loss 0.000000 Distill Loss 0.010528 LR 0.001000 Time 0.257697 +2023-11-30 14:59:30,432 - Epoch: [5][20700/31148] Overall Loss 0.010528 Objective Loss 0.000000 Distill Loss 0.010528 LR 0.001000 Time 0.257696 +2023-11-30 14:59:56,196 - Epoch: [5][20800/31148] Overall Loss 0.010528 Objective Loss 0.000000 Distill Loss 0.010528 LR 0.001000 Time 0.257696 +2023-11-30 15:00:21,946 - Epoch: [5][20900/31148] Overall Loss 0.010528 Objective Loss 0.000000 Distill Loss 0.010528 LR 0.001000 Time 0.257695 +2023-11-30 15:00:47,667 - Epoch: [5][21000/31148] Overall Loss 0.010528 Objective Loss 0.000000 Distill Loss 0.010528 LR 0.001000 Time 0.257692 +2023-11-30 15:01:13,393 - Epoch: [5][21100/31148] Overall Loss 0.010527 Objective Loss 0.000000 Distill Loss 0.010527 LR 0.001000 Time 0.257690 +2023-11-30 15:01:39,101 - Epoch: [5][21200/31148] Overall Loss 0.010527 Objective Loss 0.000000 Distill Loss 0.010527 LR 0.001000 Time 0.257687 +2023-11-30 15:02:04,825 - Epoch: [5][21300/31148] Overall Loss 0.010527 Objective Loss 0.000000 Distill Loss 0.010527 LR 0.001000 Time 0.257685 +2023-11-30 15:02:30,590 - Epoch: [5][21400/31148] Overall Loss 0.010527 Objective Loss 0.000000 Distill Loss 0.010527 LR 0.001000 Time 0.257685 +2023-11-30 15:02:56,315 - Epoch: [5][21500/31148] Overall Loss 0.010526 Objective Loss 0.000000 Distill Loss 0.010526 LR 0.001000 Time 0.257682 +2023-11-30 15:03:22,064 - Epoch: [5][21600/31148] Overall Loss 0.010526 Objective Loss 0.000000 Distill Loss 0.010526 LR 0.001000 Time 0.257681 +2023-11-30 15:03:47,767 - Epoch: [5][21700/31148] Overall Loss 0.010526 Objective Loss 0.000000 Distill Loss 0.010526 LR 0.001000 Time 0.257678 +2023-11-30 15:04:13,522 - Epoch: [5][21800/31148] Overall Loss 0.010526 Objective Loss 0.000000 Distill Loss 0.010526 LR 0.001000 Time 0.257678 +2023-11-30 15:04:39,228 - Epoch: [5][21900/31148] Overall Loss 0.010525 Objective Loss 0.000000 Distill Loss 0.010525 LR 0.001000 Time 0.257675 +2023-11-30 15:05:04,904 - Epoch: [5][22000/31148] Overall Loss 0.010525 Objective Loss 0.000000 Distill Loss 0.010525 LR 0.001000 Time 0.257670 +2023-11-30 15:05:30,619 - Epoch: [5][22100/31148] Overall Loss 0.010524 Objective Loss 0.000000 Distill Loss 0.010524 LR 0.001000 Time 0.257668 +2023-11-30 15:05:56,336 - Epoch: [5][22200/31148] Overall Loss 0.010524 Objective Loss 0.000000 Distill Loss 0.010524 LR 0.001000 Time 0.257666 +2023-11-30 15:06:22,066 - Epoch: [5][22300/31148] Overall Loss 0.010523 Objective Loss 0.000000 Distill Loss 0.010523 LR 0.001000 Time 0.257664 +2023-11-30 15:06:47,802 - Epoch: [5][22400/31148] Overall Loss 0.010523 Objective Loss 0.000000 Distill Loss 0.010523 LR 0.001000 Time 0.257662 +2023-11-30 15:07:13,501 - Epoch: [5][22500/31148] Overall Loss 0.010523 Objective Loss 0.000000 Distill Loss 0.010523 LR 0.001000 Time 0.257659 +2023-11-30 15:07:39,266 - Epoch: [5][22600/31148] Overall Loss 0.010522 Objective Loss 0.000000 Distill Loss 0.010522 LR 0.001000 Time 0.257659 +2023-11-30 15:08:04,995 - Epoch: [5][22700/31148] Overall Loss 0.010522 Objective Loss 0.000000 Distill Loss 0.010522 LR 0.001000 Time 0.257657 +2023-11-30 15:08:30,723 - Epoch: [5][22800/31148] Overall Loss 0.010521 Objective Loss 0.000000 Distill Loss 0.010521 LR 0.001000 Time 0.257656 +2023-11-30 15:08:56,448 - Epoch: [5][22900/31148] Overall Loss 0.010521 Objective Loss 0.000000 Distill Loss 0.010521 LR 0.001000 Time 0.257654 +2023-11-30 15:09:22,225 - Epoch: [5][23000/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257654 +2023-11-30 15:09:48,001 - Epoch: [5][23100/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257654 +2023-11-30 15:10:13,756 - Epoch: [5][23200/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257654 +2023-11-30 15:10:39,547 - Epoch: [5][23300/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257655 +2023-11-30 15:11:05,319 - Epoch: [5][23400/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257655 +2023-11-30 15:11:31,096 - Epoch: [5][23500/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257655 +2023-11-30 15:11:56,869 - Epoch: [5][23600/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257656 +2023-11-30 15:12:22,610 - Epoch: [5][23700/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257654 +2023-11-30 15:12:48,405 - Epoch: [5][23800/31148] Overall Loss 0.010520 Objective Loss 0.000000 Distill Loss 0.010520 LR 0.001000 Time 0.257656 +2023-11-30 15:13:14,123 - Epoch: [5][23900/31148] Overall Loss 0.010519 Objective Loss 0.000000 Distill Loss 0.010519 LR 0.001000 Time 0.257653 +2023-11-30 15:13:39,884 - Epoch: [5][24000/31148] Overall Loss 0.010519 Objective Loss 0.000000 Distill Loss 0.010519 LR 0.001000 Time 0.257653 +2023-11-30 15:14:05,621 - Epoch: [5][24100/31148] Overall Loss 0.010519 Objective Loss 0.000000 Distill Loss 0.010519 LR 0.001000 Time 0.257652 +2023-11-30 15:14:31,397 - Epoch: [5][24200/31148] Overall Loss 0.010519 Objective Loss 0.000000 Distill Loss 0.010519 LR 0.001000 Time 0.257652 +2023-11-30 15:14:57,090 - Epoch: [5][24300/31148] Overall Loss 0.010518 Objective Loss 0.000000 Distill Loss 0.010518 LR 0.001000 Time 0.257649 +2023-11-30 15:15:22,802 - Epoch: [5][24400/31148] Overall Loss 0.010518 Objective Loss 0.000000 Distill Loss 0.010518 LR 0.001000 Time 0.257647 +2023-11-30 15:15:48,533 - Epoch: [5][24500/31148] Overall Loss 0.010518 Objective Loss 0.000000 Distill Loss 0.010518 LR 0.001000 Time 0.257645 +2023-11-30 15:16:14,269 - Epoch: [5][24600/31148] Overall Loss 0.010518 Objective Loss 0.000000 Distill Loss 0.010518 LR 0.001000 Time 0.257644 +2023-11-30 15:16:40,010 - Epoch: [5][24700/31148] Overall Loss 0.010517 Objective Loss 0.000000 Distill Loss 0.010517 LR 0.001000 Time 0.257643 +2023-11-30 15:17:05,757 - Epoch: [5][24800/31148] Overall Loss 0.010517 Objective Loss 0.000000 Distill Loss 0.010517 LR 0.001000 Time 0.257642 +2023-11-30 15:17:31,477 - Epoch: [5][24900/31148] Overall Loss 0.010517 Objective Loss 0.000000 Distill Loss 0.010517 LR 0.001000 Time 0.257640 +2023-11-30 15:17:57,196 - Epoch: [5][25000/31148] Overall Loss 0.010516 Objective Loss 0.000000 Distill Loss 0.010516 LR 0.001000 Time 0.257638 +2023-11-30 15:18:22,982 - Epoch: [5][25100/31148] Overall Loss 0.010516 Objective Loss 0.000000 Distill Loss 0.010516 LR 0.001000 Time 0.257639 +2023-11-30 15:18:48,781 - Epoch: [5][25200/31148] Overall Loss 0.010515 Objective Loss 0.000000 Distill Loss 0.010515 LR 0.001000 Time 0.257640 +2023-11-30 15:19:14,508 - Epoch: [5][25300/31148] Overall Loss 0.010515 Objective Loss 0.000000 Distill Loss 0.010515 LR 0.001000 Time 0.257639 +2023-11-30 15:19:40,237 - Epoch: [5][25400/31148] Overall Loss 0.010515 Objective Loss 0.000000 Distill Loss 0.010515 LR 0.001000 Time 0.257637 +2023-11-30 15:20:05,910 - Epoch: [5][25500/31148] Overall Loss 0.010515 Objective Loss 0.000000 Distill Loss 0.010515 LR 0.001000 Time 0.257634 +2023-11-30 15:20:31,648 - Epoch: [5][25600/31148] Overall Loss 0.010514 Objective Loss 0.000000 Distill Loss 0.010514 LR 0.001000 Time 0.257633 +2023-11-30 15:20:57,370 - Epoch: [5][25700/31148] Overall Loss 0.010514 Objective Loss 0.000000 Distill Loss 0.010514 LR 0.001000 Time 0.257631 +2023-11-30 15:21:23,090 - Epoch: [5][25800/31148] Overall Loss 0.010514 Objective Loss 0.000000 Distill Loss 0.010514 LR 0.001000 Time 0.257629 +2023-11-30 15:21:48,844 - Epoch: [5][25900/31148] Overall Loss 0.010514 Objective Loss 0.000000 Distill Loss 0.010514 LR 0.001000 Time 0.257629 +2023-11-30 15:22:14,562 - Epoch: [5][26000/31148] Overall Loss 0.010513 Objective Loss 0.000000 Distill Loss 0.010513 LR 0.001000 Time 0.257627 +2023-11-30 15:22:40,313 - Epoch: [5][26100/31148] Overall Loss 0.010513 Objective Loss 0.000000 Distill Loss 0.010513 LR 0.001000 Time 0.257626 +2023-11-30 15:23:06,087 - Epoch: [5][26200/31148] Overall Loss 0.010513 Objective Loss 0.000000 Distill Loss 0.010513 LR 0.001000 Time 0.257627 +2023-11-30 15:23:31,820 - Epoch: [5][26300/31148] Overall Loss 0.010513 Objective Loss 0.000000 Distill Loss 0.010513 LR 0.001000 Time 0.257625 +2023-11-30 15:23:57,555 - Epoch: [5][26400/31148] Overall Loss 0.010512 Objective Loss 0.000000 Distill Loss 0.010512 LR 0.001000 Time 0.257624 +2023-11-30 15:24:23,266 - Epoch: [5][26500/31148] Overall Loss 0.010512 Objective Loss 0.000000 Distill Loss 0.010512 LR 0.001000 Time 0.257622 +2023-11-30 15:24:49,040 - Epoch: [5][26600/31148] Overall Loss 0.010512 Objective Loss 0.000000 Distill Loss 0.010512 LR 0.001000 Time 0.257623 +2023-11-30 15:25:14,838 - Epoch: [5][26700/31148] Overall Loss 0.010512 Objective Loss 0.000000 Distill Loss 0.010512 LR 0.001000 Time 0.257624 +2023-11-30 15:25:40,586 - Epoch: [5][26800/31148] Overall Loss 0.010511 Objective Loss 0.000000 Distill Loss 0.010511 LR 0.001000 Time 0.257623 +2023-11-30 15:26:06,332 - Epoch: [5][26900/31148] Overall Loss 0.010511 Objective Loss 0.000000 Distill Loss 0.010511 LR 0.001000 Time 0.257623 +2023-11-30 15:26:32,044 - Epoch: [5][27000/31148] Overall Loss 0.010510 Objective Loss 0.000000 Distill Loss 0.010510 LR 0.001000 Time 0.257621 +2023-11-30 15:26:57,814 - Epoch: [5][27100/31148] Overall Loss 0.010510 Objective Loss 0.000000 Distill Loss 0.010510 LR 0.001000 Time 0.257621 +2023-11-30 15:27:23,573 - Epoch: [5][27200/31148] Overall Loss 0.010510 Objective Loss 0.000000 Distill Loss 0.010510 LR 0.001000 Time 0.257621 +2023-11-30 15:27:49,323 - Epoch: [5][27300/31148] Overall Loss 0.010509 Objective Loss 0.000000 Distill Loss 0.010509 LR 0.001000 Time 0.257620 +2023-11-30 15:28:15,029 - Epoch: [5][27400/31148] Overall Loss 0.010509 Objective Loss 0.000000 Distill Loss 0.010509 LR 0.001000 Time 0.257618 +2023-11-30 15:28:40,727 - Epoch: [5][27500/31148] Overall Loss 0.010509 Objective Loss 0.000000 Distill Loss 0.010509 LR 0.001000 Time 0.257615 +2023-11-30 15:29:06,462 - Epoch: [5][27600/31148] Overall Loss 0.010509 Objective Loss 0.000000 Distill Loss 0.010509 LR 0.001000 Time 0.257614 +2023-11-30 15:29:32,197 - Epoch: [5][27700/31148] Overall Loss 0.010509 Objective Loss 0.000000 Distill Loss 0.010509 LR 0.001000 Time 0.257613 +2023-11-30 15:29:57,923 - Epoch: [5][27800/31148] Overall Loss 0.010509 Objective Loss 0.000000 Distill Loss 0.010509 LR 0.001000 Time 0.257612 +2023-11-30 15:30:23,610 - Epoch: [5][27900/31148] Overall Loss 0.010508 Objective Loss 0.000000 Distill Loss 0.010508 LR 0.001000 Time 0.257609 +2023-11-30 15:30:49,371 - Epoch: [5][28000/31148] Overall Loss 0.010508 Objective Loss 0.000000 Distill Loss 0.010508 LR 0.001000 Time 0.257609 +2023-11-30 15:31:15,143 - Epoch: [5][28100/31148] Overall Loss 0.010507 Objective Loss 0.000000 Distill Loss 0.010507 LR 0.001000 Time 0.257609 +2023-11-30 15:31:40,864 - Epoch: [5][28200/31148] Overall Loss 0.010507 Objective Loss 0.000000 Distill Loss 0.010507 LR 0.001000 Time 0.257608 +2023-11-30 15:32:06,597 - Epoch: [5][28300/31148] Overall Loss 0.010506 Objective Loss 0.000000 Distill Loss 0.010506 LR 0.001000 Time 0.257607 +2023-11-30 15:32:32,300 - Epoch: [5][28400/31148] Overall Loss 0.010506 Objective Loss 0.000000 Distill Loss 0.010506 LR 0.001000 Time 0.257605 +2023-11-30 15:32:58,070 - Epoch: [5][28500/31148] Overall Loss 0.010506 Objective Loss 0.000000 Distill Loss 0.010506 LR 0.001000 Time 0.257605 +2023-11-30 15:33:23,863 - Epoch: [5][28600/31148] Overall Loss 0.010506 Objective Loss 0.000000 Distill Loss 0.010506 LR 0.001000 Time 0.257606 +2023-11-30 15:33:49,626 - Epoch: [5][28700/31148] Overall Loss 0.010505 Objective Loss 0.000000 Distill Loss 0.010505 LR 0.001000 Time 0.257606 +2023-11-30 15:34:15,377 - Epoch: [5][28800/31148] Overall Loss 0.010505 Objective Loss 0.000000 Distill Loss 0.010505 LR 0.001000 Time 0.257606 +2023-11-30 15:34:41,126 - Epoch: [5][28900/31148] Overall Loss 0.010505 Objective Loss 0.000000 Distill Loss 0.010505 LR 0.001000 Time 0.257605 +2023-11-30 15:35:06,898 - Epoch: [5][29000/31148] Overall Loss 0.010505 Objective Loss 0.000000 Distill Loss 0.010505 LR 0.001000 Time 0.257605 +2023-11-30 15:35:32,667 - Epoch: [5][29100/31148] Overall Loss 0.010504 Objective Loss 0.000000 Distill Loss 0.010504 LR 0.001000 Time 0.257606 +2023-11-30 15:35:58,398 - Epoch: [5][29200/31148] Overall Loss 0.010504 Objective Loss 0.000000 Distill Loss 0.010504 LR 0.001000 Time 0.257604 +2023-11-30 15:36:24,120 - Epoch: [5][29300/31148] Overall Loss 0.010503 Objective Loss 0.000000 Distill Loss 0.010503 LR 0.001000 Time 0.257603 +2023-11-30 15:36:49,864 - Epoch: [5][29400/31148] Overall Loss 0.010503 Objective Loss 0.000000 Distill Loss 0.010503 LR 0.001000 Time 0.257602 +2023-11-30 15:37:15,628 - Epoch: [5][29500/31148] Overall Loss 0.010503 Objective Loss 0.000000 Distill Loss 0.010503 LR 0.001000 Time 0.257602 +2023-11-30 15:37:41,404 - Epoch: [5][29600/31148] Overall Loss 0.010502 Objective Loss 0.000000 Distill Loss 0.010502 LR 0.001000 Time 0.257603 +2023-11-30 15:38:07,141 - Epoch: [5][29700/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257602 +2023-11-30 15:38:32,879 - Epoch: [5][29800/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257601 +2023-11-30 15:38:58,659 - Epoch: [5][29900/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257602 +2023-11-30 15:39:24,381 - Epoch: [5][30000/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257600 +2023-11-30 15:39:50,115 - Epoch: [5][30100/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257599 +2023-11-30 15:40:15,847 - Epoch: [5][30200/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257598 +2023-11-30 15:40:41,591 - Epoch: [5][30300/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257598 +2023-11-30 15:41:07,324 - Epoch: [5][30400/31148] Overall Loss 0.010501 Objective Loss 0.000000 Distill Loss 0.010501 LR 0.001000 Time 0.257597 +2023-11-30 15:41:33,076 - Epoch: [5][30500/31148] Overall Loss 0.010500 Objective Loss 0.000000 Distill Loss 0.010500 LR 0.001000 Time 0.257596 +2023-11-30 15:41:58,787 - Epoch: [5][30600/31148] Overall Loss 0.010500 Objective Loss 0.000000 Distill Loss 0.010500 LR 0.001000 Time 0.257595 +2023-11-30 15:42:24,529 - Epoch: [5][30700/31148] Overall Loss 0.010499 Objective Loss 0.000000 Distill Loss 0.010499 LR 0.001000 Time 0.257594 +2023-11-30 15:42:50,302 - Epoch: [5][30800/31148] Overall Loss 0.010499 Objective Loss 0.000000 Distill Loss 0.010499 LR 0.001000 Time 0.257594 +2023-11-30 15:43:16,009 - Epoch: [5][30900/31148] Overall Loss 0.010499 Objective Loss 0.000000 Distill Loss 0.010499 LR 0.001000 Time 0.257593 +2023-11-30 15:43:41,784 - Epoch: [5][31000/31148] Overall Loss 0.010499 Objective Loss 0.000000 Distill Loss 0.010499 LR 0.001000 Time 0.257593 +2023-11-30 15:44:07,545 - Epoch: [5][31100/31148] Overall Loss 0.010498 Objective Loss 0.000000 Distill Loss 0.010498 LR 0.001000 Time 0.257593 +2023-11-30 15:44:20,410 - Epoch: [5][31148/31148] Overall Loss 0.010498 Objective Loss 0.000000 Distill Loss 0.010498 LR 0.001000 Time 0.257609 +2023-11-30 15:44:20,775 - --- validate (epoch=5)----------- +2023-11-30 15:44:20,775 - 167951 samples (100 per mini-batch) +2023-11-30 15:44:41,835 - Epoch: [5][ 100/ 1680] Loss 0.000000 Overall Loss 0.011065 +2023-11-30 15:45:01,550 - Epoch: [5][ 200/ 1680] Loss 0.000000 Overall Loss 0.011110 +2023-11-30 15:45:21,250 - Epoch: [5][ 300/ 1680] Loss 0.000000 Overall Loss 0.011118 +2023-11-30 15:45:40,976 - Epoch: [5][ 400/ 1680] Loss 0.000000 Overall Loss 0.011110 +2023-11-30 15:46:00,651 - Epoch: [5][ 500/ 1680] Loss 0.000000 Overall Loss 0.011109 +2023-11-30 15:46:20,361 - Epoch: [5][ 600/ 1680] Loss 0.000000 Overall Loss 0.011111 +2023-11-30 15:46:40,059 - Epoch: [5][ 700/ 1680] Loss 0.000000 Overall Loss 0.011110 +2023-11-30 15:46:59,784 - Epoch: [5][ 800/ 1680] Loss 0.000000 Overall Loss 0.011116 +2023-11-30 15:47:19,493 - Epoch: [5][ 900/ 1680] Loss 0.000000 Overall Loss 0.011113 +2023-11-30 15:47:39,201 - Epoch: [5][ 1000/ 1680] Loss 0.000000 Overall Loss 0.011110 +2023-11-30 15:47:58,940 - Epoch: [5][ 1100/ 1680] Loss 0.000000 Overall Loss 0.011118 +2023-11-30 15:48:18,647 - Epoch: [5][ 1200/ 1680] Loss 0.000000 Overall Loss 0.011119 +2023-11-30 15:48:38,359 - Epoch: [5][ 1300/ 1680] Loss 0.000000 Overall Loss 0.011118 +2023-11-30 15:48:58,081 - Epoch: [5][ 1400/ 1680] Loss 0.000000 Overall Loss 0.011118 +2023-11-30 15:49:17,780 - Epoch: [5][ 1500/ 1680] Loss 0.000000 Overall Loss 0.011120 +2023-11-30 15:49:37,497 - Epoch: [5][ 1600/ 1680] Loss 0.000000 Overall Loss 0.011120 +2023-11-30 15:49:53,166 - Epoch: [5][ 1680/ 1680] Loss 0.000000 Overall Loss 0.011123 +2023-11-30 15:49:53,360 - ==> Overall Loss: 0.011 + +2023-11-30 15:49:53,365 - ==> Best [Overall Loss: 0.011123 on epoch: 5] +2023-11-30 15:49:53,365 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 15:49:53,403 - + +2023-11-30 15:49:53,403 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 15:50:26,099 - Epoch: [6][ 100/31148] Overall Loss 0.010258 Objective Loss 0.000000 Distill Loss 0.010258 LR 0.001000 Time 0.326923 +2023-11-30 15:50:51,878 - Epoch: [6][ 200/31148] Overall Loss 0.010228 Objective Loss 0.000000 Distill Loss 0.010228 LR 0.001000 Time 0.292343 +2023-11-30 15:51:17,618 - Epoch: [6][ 300/31148] Overall Loss 0.010274 Objective Loss 0.000000 Distill Loss 0.010274 LR 0.001000 Time 0.280687 +2023-11-30 15:51:43,316 - Epoch: [6][ 400/31148] Overall Loss 0.010297 Objective Loss 0.000000 Distill Loss 0.010297 LR 0.001000 Time 0.274753 +2023-11-30 15:52:09,048 - Epoch: [6][ 500/31148] Overall Loss 0.010313 Objective Loss 0.000000 Distill Loss 0.010313 LR 0.001000 Time 0.271262 +2023-11-30 15:52:34,792 - Epoch: [6][ 600/31148] Overall Loss 0.010311 Objective Loss 0.000000 Distill Loss 0.010311 LR 0.001000 Time 0.268953 +2023-11-30 15:53:00,526 - Epoch: [6][ 700/31148] Overall Loss 0.010332 Objective Loss 0.000000 Distill Loss 0.010332 LR 0.001000 Time 0.267291 +2023-11-30 15:53:26,241 - Epoch: [6][ 800/31148] Overall Loss 0.010339 Objective Loss 0.000000 Distill Loss 0.010339 LR 0.001000 Time 0.266019 +2023-11-30 15:53:52,041 - Epoch: [6][ 900/31148] Overall Loss 0.010334 Objective Loss 0.000000 Distill Loss 0.010334 LR 0.001000 Time 0.265125 +2023-11-30 15:54:17,775 - Epoch: [6][ 1000/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.264345 +2023-11-30 15:54:43,511 - Epoch: [6][ 1100/31148] Overall Loss 0.010328 Objective Loss 0.000000 Distill Loss 0.010328 LR 0.001000 Time 0.263708 +2023-11-30 15:55:09,272 - Epoch: [6][ 1200/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.263197 +2023-11-30 15:55:35,062 - Epoch: [6][ 1300/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.262787 +2023-11-30 15:56:00,817 - Epoch: [6][ 1400/31148] Overall Loss 0.010330 Objective Loss 0.000000 Distill Loss 0.010330 LR 0.001000 Time 0.262412 +2023-11-30 15:56:26,579 - Epoch: [6][ 1500/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.262090 +2023-11-30 15:56:52,285 - Epoch: [6][ 1600/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.261774 +2023-11-30 15:57:18,015 - Epoch: [6][ 1700/31148] Overall Loss 0.010328 Objective Loss 0.000000 Distill Loss 0.010328 LR 0.001000 Time 0.261510 +2023-11-30 15:57:43,792 - Epoch: [6][ 1800/31148] Overall Loss 0.010329 Objective Loss 0.000000 Distill Loss 0.010329 LR 0.001000 Time 0.261300 +2023-11-30 15:58:09,574 - Epoch: [6][ 1900/31148] Overall Loss 0.010331 Objective Loss 0.000000 Distill Loss 0.010331 LR 0.001000 Time 0.261116 +2023-11-30 15:58:35,381 - Epoch: [6][ 2000/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.260962 +2023-11-30 15:59:01,107 - Epoch: [6][ 2100/31148] Overall Loss 0.010329 Objective Loss 0.000000 Distill Loss 0.010329 LR 0.001000 Time 0.260784 +2023-11-30 15:59:26,848 - Epoch: [6][ 2200/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.260630 +2023-11-30 15:59:52,584 - Epoch: [6][ 2300/31148] Overall Loss 0.010331 Objective Loss 0.000000 Distill Loss 0.010331 LR 0.001000 Time 0.260487 +2023-11-30 16:00:18,304 - Epoch: [6][ 2400/31148] Overall Loss 0.010336 Objective Loss 0.000000 Distill Loss 0.010336 LR 0.001000 Time 0.260349 +2023-11-30 16:00:44,026 - Epoch: [6][ 2500/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.260223 +2023-11-30 16:01:09,780 - Epoch: [6][ 2600/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.001000 Time 0.260118 +2023-11-30 16:01:35,467 - Epoch: [6][ 2700/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.001000 Time 0.259997 +2023-11-30 16:02:01,230 - Epoch: [6][ 2800/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.001000 Time 0.259911 +2023-11-30 16:02:26,968 - Epoch: [6][ 2900/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.001000 Time 0.259823 +2023-11-30 16:02:52,721 - Epoch: [6][ 3000/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.001000 Time 0.259746 +2023-11-30 16:03:18,522 - Epoch: [6][ 3100/31148] Overall Loss 0.010338 Objective Loss 0.000000 Distill Loss 0.010338 LR 0.001000 Time 0.259689 +2023-11-30 16:03:44,222 - Epoch: [6][ 3200/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.259604 +2023-11-30 16:04:09,933 - Epoch: [6][ 3300/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.259528 +2023-11-30 16:04:35,688 - Epoch: [6][ 3400/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.259469 +2023-11-30 16:05:01,428 - Epoch: [6][ 3500/31148] Overall Loss 0.010333 Objective Loss 0.000000 Distill Loss 0.010333 LR 0.001000 Time 0.259409 +2023-11-30 16:05:27,190 - Epoch: [6][ 3600/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.259359 +2023-11-30 16:05:52,943 - Epoch: [6][ 3700/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.259309 +2023-11-30 16:06:18,672 - Epoch: [6][ 3800/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.259255 +2023-11-30 16:06:44,450 - Epoch: [6][ 3900/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.259216 +2023-11-30 16:07:10,164 - Epoch: [6][ 4000/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.259164 +2023-11-30 16:07:35,835 - Epoch: [6][ 4100/31148] Overall Loss 0.010336 Objective Loss 0.000000 Distill Loss 0.010336 LR 0.001000 Time 0.259103 +2023-11-30 16:08:01,597 - Epoch: [6][ 4200/31148] Overall Loss 0.010338 Objective Loss 0.000000 Distill Loss 0.010338 LR 0.001000 Time 0.259067 +2023-11-30 16:08:27,320 - Epoch: [6][ 4300/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.001000 Time 0.259024 +2023-11-30 16:08:53,069 - Epoch: [6][ 4400/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.001000 Time 0.258988 +2023-11-30 16:09:18,820 - Epoch: [6][ 4500/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.001000 Time 0.258955 +2023-11-30 16:09:44,582 - Epoch: [6][ 4600/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.001000 Time 0.258926 +2023-11-30 16:10:10,302 - Epoch: [6][ 4700/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.001000 Time 0.258888 +2023-11-30 16:10:36,042 - Epoch: [6][ 4800/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.001000 Time 0.258857 +2023-11-30 16:11:01,821 - Epoch: [6][ 4900/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.001000 Time 0.258834 +2023-11-30 16:11:27,556 - Epoch: [6][ 5000/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.001000 Time 0.258804 +2023-11-30 16:11:53,311 - Epoch: [6][ 5100/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.001000 Time 0.258779 +2023-11-30 16:12:19,038 - Epoch: [6][ 5200/31148] Overall Loss 0.010347 Objective Loss 0.000000 Distill Loss 0.010347 LR 0.001000 Time 0.258750 +2023-11-30 16:12:44,831 - Epoch: [6][ 5300/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.001000 Time 0.258734 +2023-11-30 16:13:10,565 - Epoch: [6][ 5400/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.001000 Time 0.258707 +2023-11-30 16:13:36,347 - Epoch: [6][ 5500/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.001000 Time 0.258691 +2023-11-30 16:14:02,092 - Epoch: [6][ 5600/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.001000 Time 0.258668 +2023-11-30 16:14:27,849 - Epoch: [6][ 5700/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.001000 Time 0.258648 +2023-11-30 16:14:53,556 - Epoch: [6][ 5800/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.001000 Time 0.258621 +2023-11-30 16:15:19,321 - Epoch: [6][ 5900/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.001000 Time 0.258603 +2023-11-30 16:15:45,081 - Epoch: [6][ 6000/31148] Overall Loss 0.010340 Objective Loss 0.000000 Distill Loss 0.010340 LR 0.001000 Time 0.258586 +2023-11-30 16:16:10,864 - Epoch: [6][ 6100/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.001000 Time 0.258573 +2023-11-30 16:16:36,593 - Epoch: [6][ 6200/31148] Overall Loss 0.010339 Objective Loss 0.000000 Distill Loss 0.010339 LR 0.001000 Time 0.258552 +2023-11-30 16:17:02,348 - Epoch: [6][ 6300/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.258536 +2023-11-30 16:17:28,110 - Epoch: [6][ 6400/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.258521 +2023-11-30 16:17:53,894 - Epoch: [6][ 6500/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.258510 +2023-11-30 16:18:19,620 - Epoch: [6][ 6600/31148] Overall Loss 0.010334 Objective Loss 0.000000 Distill Loss 0.010334 LR 0.001000 Time 0.258491 +2023-11-30 16:18:45,350 - Epoch: [6][ 6700/31148] Overall Loss 0.010334 Objective Loss 0.000000 Distill Loss 0.010334 LR 0.001000 Time 0.258473 +2023-11-30 16:19:11,133 - Epoch: [6][ 6800/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.258463 +2023-11-30 16:19:36,876 - Epoch: [6][ 6900/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.258448 +2023-11-30 16:20:02,635 - Epoch: [6][ 7000/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.258435 +2023-11-30 16:20:28,358 - Epoch: [6][ 7100/31148] Overall Loss 0.010335 Objective Loss 0.000000 Distill Loss 0.010335 LR 0.001000 Time 0.258418 +2023-11-30 16:20:54,122 - Epoch: [6][ 7200/31148] Overall Loss 0.010336 Objective Loss 0.000000 Distill Loss 0.010336 LR 0.001000 Time 0.258406 +2023-11-30 16:21:19,851 - Epoch: [6][ 7300/31148] Overall Loss 0.010336 Objective Loss 0.000000 Distill Loss 0.010336 LR 0.001000 Time 0.258391 +2023-11-30 16:21:45,565 - Epoch: [6][ 7400/31148] Overall Loss 0.010336 Objective Loss 0.000000 Distill Loss 0.010336 LR 0.001000 Time 0.258374 +2023-11-30 16:22:11,292 - Epoch: [6][ 7500/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.258358 +2023-11-30 16:22:37,075 - Epoch: [6][ 7600/31148] Overall Loss 0.010337 Objective Loss 0.000000 Distill Loss 0.010337 LR 0.001000 Time 0.258351 +2023-11-30 16:23:02,810 - Epoch: [6][ 7700/31148] Overall Loss 0.010336 Objective Loss 0.000000 Distill Loss 0.010336 LR 0.001000 Time 0.258338 +2023-11-30 16:23:28,540 - Epoch: [6][ 7800/31148] Overall Loss 0.010334 Objective Loss 0.000000 Distill Loss 0.010334 LR 0.001000 Time 0.258324 +2023-11-30 16:23:54,286 - Epoch: [6][ 7900/31148] Overall Loss 0.010332 Objective Loss 0.000000 Distill Loss 0.010332 LR 0.001000 Time 0.258313 +2023-11-30 16:24:20,030 - Epoch: [6][ 8000/31148] Overall Loss 0.010330 Objective Loss 0.000000 Distill Loss 0.010330 LR 0.001000 Time 0.258302 +2023-11-30 16:24:45,762 - Epoch: [6][ 8100/31148] Overall Loss 0.010331 Objective Loss 0.000000 Distill Loss 0.010331 LR 0.001000 Time 0.258289 +2023-11-30 16:25:11,503 - Epoch: [6][ 8200/31148] Overall Loss 0.010328 Objective Loss 0.000000 Distill Loss 0.010328 LR 0.001000 Time 0.258278 +2023-11-30 16:25:37,275 - Epoch: [6][ 8300/31148] Overall Loss 0.010330 Objective Loss 0.000000 Distill Loss 0.010330 LR 0.001000 Time 0.258271 +2023-11-30 16:26:02,998 - Epoch: [6][ 8400/31148] Overall Loss 0.010329 Objective Loss 0.000000 Distill Loss 0.010329 LR 0.001000 Time 0.258259 +2023-11-30 16:26:28,767 - Epoch: [6][ 8500/31148] Overall Loss 0.010328 Objective Loss 0.000000 Distill Loss 0.010328 LR 0.001000 Time 0.258251 +2023-11-30 16:26:54,598 - Epoch: [6][ 8600/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.258252 +2023-11-30 16:27:20,342 - Epoch: [6][ 8700/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.258242 +2023-11-30 16:27:46,109 - Epoch: [6][ 8800/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.258235 +2023-11-30 16:28:11,858 - Epoch: [6][ 8900/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258227 +2023-11-30 16:28:37,632 - Epoch: [6][ 9000/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258221 +2023-11-30 16:29:03,350 - Epoch: [6][ 9100/31148] Overall Loss 0.010324 Objective Loss 0.000000 Distill Loss 0.010324 LR 0.001000 Time 0.258209 +2023-11-30 16:29:29,049 - Epoch: [6][ 9200/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258196 +2023-11-30 16:29:54,793 - Epoch: [6][ 9300/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258187 +2023-11-30 16:30:20,531 - Epoch: [6][ 9400/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258178 +2023-11-30 16:30:46,235 - Epoch: [6][ 9500/31148] Overall Loss 0.010324 Objective Loss 0.000000 Distill Loss 0.010324 LR 0.001000 Time 0.258166 +2023-11-30 16:31:11,967 - Epoch: [6][ 9600/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258157 +2023-11-30 16:31:37,737 - Epoch: [6][ 9700/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258152 +2023-11-30 16:32:03,521 - Epoch: [6][ 9800/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.258149 +2023-11-30 16:32:29,242 - Epoch: [6][ 9900/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258139 +2023-11-30 16:32:55,008 - Epoch: [6][10000/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258134 +2023-11-30 16:33:20,722 - Epoch: [6][10100/31148] Overall Loss 0.010324 Objective Loss 0.000000 Distill Loss 0.010324 LR 0.001000 Time 0.258124 +2023-11-30 16:33:46,461 - Epoch: [6][10200/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258116 +2023-11-30 16:34:12,196 - Epoch: [6][10300/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258109 +2023-11-30 16:34:37,911 - Epoch: [6][10400/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258099 +2023-11-30 16:35:03,692 - Epoch: [6][10500/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258096 +2023-11-30 16:35:29,392 - Epoch: [6][10600/31148] Overall Loss 0.010327 Objective Loss 0.000000 Distill Loss 0.010327 LR 0.001000 Time 0.258086 +2023-11-30 16:35:55,122 - Epoch: [6][10700/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258078 +2023-11-30 16:36:20,906 - Epoch: [6][10800/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258076 +2023-11-30 16:36:46,675 - Epoch: [6][10900/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258072 +2023-11-30 16:37:12,378 - Epoch: [6][11000/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258062 +2023-11-30 16:37:38,194 - Epoch: [6][11100/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258063 +2023-11-30 16:38:03,938 - Epoch: [6][11200/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258057 +2023-11-30 16:38:29,708 - Epoch: [6][11300/31148] Overall Loss 0.010324 Objective Loss 0.000000 Distill Loss 0.010324 LR 0.001000 Time 0.258054 +2023-11-30 16:38:55,431 - Epoch: [6][11400/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258046 +2023-11-30 16:39:21,186 - Epoch: [6][11500/31148] Overall Loss 0.010326 Objective Loss 0.000000 Distill Loss 0.010326 LR 0.001000 Time 0.258042 +2023-11-30 16:39:46,937 - Epoch: [6][11600/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258037 +2023-11-30 16:40:12,717 - Epoch: [6][11700/31148] Overall Loss 0.010324 Objective Loss 0.000000 Distill Loss 0.010324 LR 0.001000 Time 0.258034 +2023-11-30 16:40:38,488 - Epoch: [6][11800/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258031 +2023-11-30 16:41:04,294 - Epoch: [6][11900/31148] Overall Loss 0.010325 Objective Loss 0.000000 Distill Loss 0.010325 LR 0.001000 Time 0.258031 +2023-11-30 16:41:30,064 - Epoch: [6][12000/31148] Overall Loss 0.010324 Objective Loss 0.000000 Distill Loss 0.010324 LR 0.001000 Time 0.258028 +2023-11-30 16:41:55,773 - Epoch: [6][12100/31148] Overall Loss 0.010323 Objective Loss 0.000000 Distill Loss 0.010323 LR 0.001000 Time 0.258021 +2023-11-30 16:42:21,554 - Epoch: [6][12200/31148] Overall Loss 0.010322 Objective Loss 0.000000 Distill Loss 0.010322 LR 0.001000 Time 0.258019 +2023-11-30 16:42:47,319 - Epoch: [6][12300/31148] Overall Loss 0.010322 Objective Loss 0.000000 Distill Loss 0.010322 LR 0.001000 Time 0.258015 +2023-11-30 16:43:13,077 - Epoch: [6][12400/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.258012 +2023-11-30 16:43:38,809 - Epoch: [6][12500/31148] Overall Loss 0.010320 Objective Loss 0.000000 Distill Loss 0.010320 LR 0.001000 Time 0.258006 +2023-11-30 16:44:04,629 - Epoch: [6][12600/31148] Overall Loss 0.010320 Objective Loss 0.000000 Distill Loss 0.010320 LR 0.001000 Time 0.258007 +2023-11-30 16:44:30,390 - Epoch: [6][12700/31148] Overall Loss 0.010320 Objective Loss 0.000000 Distill Loss 0.010320 LR 0.001000 Time 0.258004 +2023-11-30 16:44:56,189 - Epoch: [6][12800/31148] Overall Loss 0.010320 Objective Loss 0.000000 Distill Loss 0.010320 LR 0.001000 Time 0.258004 +2023-11-30 16:45:21,954 - Epoch: [6][12900/31148] Overall Loss 0.010320 Objective Loss 0.000000 Distill Loss 0.010320 LR 0.001000 Time 0.258001 +2023-11-30 16:45:47,717 - Epoch: [6][13000/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257998 +2023-11-30 16:46:13,440 - Epoch: [6][13100/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257992 +2023-11-30 16:46:39,262 - Epoch: [6][13200/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257993 +2023-11-30 16:47:04,973 - Epoch: [6][13300/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257986 +2023-11-30 16:47:30,758 - Epoch: [6][13400/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257985 +2023-11-30 16:47:56,514 - Epoch: [6][13500/31148] Overall Loss 0.010322 Objective Loss 0.000000 Distill Loss 0.010322 LR 0.001000 Time 0.257982 +2023-11-30 16:48:22,227 - Epoch: [6][13600/31148] Overall Loss 0.010322 Objective Loss 0.000000 Distill Loss 0.010322 LR 0.001000 Time 0.257975 +2023-11-30 16:48:47,992 - Epoch: [6][13700/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257973 +2023-11-30 16:49:13,728 - Epoch: [6][13800/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257968 +2023-11-30 16:49:39,501 - Epoch: [6][13900/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257966 +2023-11-30 16:50:05,307 - Epoch: [6][14000/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257967 +2023-11-30 16:50:31,127 - Epoch: [6][14100/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257968 +2023-11-30 16:50:56,900 - Epoch: [6][14200/31148] Overall Loss 0.010321 Objective Loss 0.000000 Distill Loss 0.010321 LR 0.001000 Time 0.257966 +2023-11-30 16:51:22,647 - Epoch: [6][14300/31148] Overall Loss 0.010320 Objective Loss 0.000000 Distill Loss 0.010320 LR 0.001000 Time 0.257963 +2023-11-30 16:51:48,424 - Epoch: [6][14400/31148] Overall Loss 0.010319 Objective Loss 0.000000 Distill Loss 0.010319 LR 0.001000 Time 0.257961 +2023-11-30 16:52:14,236 - Epoch: [6][14500/31148] Overall Loss 0.010319 Objective Loss 0.000000 Distill Loss 0.010319 LR 0.001000 Time 0.257962 +2023-11-30 16:52:39,988 - Epoch: [6][14600/31148] Overall Loss 0.010319 Objective Loss 0.000000 Distill Loss 0.010319 LR 0.001000 Time 0.257959 +2023-11-30 16:53:05,707 - Epoch: [6][14700/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257953 +2023-11-30 16:53:31,532 - Epoch: [6][14800/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257955 +2023-11-30 16:53:57,285 - Epoch: [6][14900/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257952 +2023-11-30 16:54:22,970 - Epoch: [6][15000/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257944 +2023-11-30 16:54:48,676 - Epoch: [6][15100/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257938 +2023-11-30 16:55:14,387 - Epoch: [6][15200/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257933 +2023-11-30 16:55:40,117 - Epoch: [6][15300/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257928 +2023-11-30 16:56:05,909 - Epoch: [6][15400/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257928 +2023-11-30 16:56:31,663 - Epoch: [6][15500/31148] Overall Loss 0.010317 Objective Loss 0.000000 Distill Loss 0.010317 LR 0.001000 Time 0.257926 +2023-11-30 16:56:57,409 - Epoch: [6][15600/31148] Overall Loss 0.010316 Objective Loss 0.000000 Distill Loss 0.010316 LR 0.001000 Time 0.257922 +2023-11-30 16:57:23,098 - Epoch: [6][15700/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257916 +2023-11-30 16:57:48,874 - Epoch: [6][15800/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257914 +2023-11-30 16:58:14,624 - Epoch: [6][15900/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257912 +2023-11-30 16:58:40,358 - Epoch: [6][16000/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257908 +2023-11-30 16:59:06,113 - Epoch: [6][16100/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257905 +2023-11-30 16:59:31,923 - Epoch: [6][16200/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257906 +2023-11-30 16:59:57,652 - Epoch: [6][16300/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257902 +2023-11-30 17:00:23,408 - Epoch: [6][16400/31148] Overall Loss 0.010315 Objective Loss 0.000000 Distill Loss 0.010315 LR 0.001000 Time 0.257900 +2023-11-30 17:00:49,205 - Epoch: [6][16500/31148] Overall Loss 0.010314 Objective Loss 0.000000 Distill Loss 0.010314 LR 0.001000 Time 0.257900 +2023-11-30 17:01:14,956 - Epoch: [6][16600/31148] Overall Loss 0.010314 Objective Loss 0.000000 Distill Loss 0.010314 LR 0.001000 Time 0.257898 +2023-11-30 17:01:40,701 - Epoch: [6][16700/31148] Overall Loss 0.010313 Objective Loss 0.000000 Distill Loss 0.010313 LR 0.001000 Time 0.257895 +2023-11-30 17:02:06,504 - Epoch: [6][16800/31148] Overall Loss 0.010314 Objective Loss 0.000000 Distill Loss 0.010314 LR 0.001000 Time 0.257896 +2023-11-30 17:02:32,283 - Epoch: [6][16900/31148] Overall Loss 0.010313 Objective Loss 0.000000 Distill Loss 0.010313 LR 0.001000 Time 0.257895 +2023-11-30 17:02:58,027 - Epoch: [6][17000/31148] Overall Loss 0.010313 Objective Loss 0.000000 Distill Loss 0.010313 LR 0.001000 Time 0.257892 +2023-11-30 17:03:23,792 - Epoch: [6][17100/31148] Overall Loss 0.010313 Objective Loss 0.000000 Distill Loss 0.010313 LR 0.001000 Time 0.257891 +2023-11-30 17:03:49,573 - Epoch: [6][17200/31148] Overall Loss 0.010313 Objective Loss 0.000000 Distill Loss 0.010313 LR 0.001000 Time 0.257890 +2023-11-30 17:04:15,276 - Epoch: [6][17300/31148] Overall Loss 0.010313 Objective Loss 0.000000 Distill Loss 0.010313 LR 0.001000 Time 0.257885 +2023-11-30 17:04:41,007 - Epoch: [6][17400/31148] Overall Loss 0.010312 Objective Loss 0.000000 Distill Loss 0.010312 LR 0.001000 Time 0.257881 +2023-11-30 17:05:06,783 - Epoch: [6][17500/31148] Overall Loss 0.010311 Objective Loss 0.000000 Distill Loss 0.010311 LR 0.001000 Time 0.257880 +2023-11-30 17:05:32,523 - Epoch: [6][17600/31148] Overall Loss 0.010310 Objective Loss 0.000000 Distill Loss 0.010310 LR 0.001000 Time 0.257878 +2023-11-30 17:05:58,259 - Epoch: [6][17700/31148] Overall Loss 0.010310 Objective Loss 0.000000 Distill Loss 0.010310 LR 0.001000 Time 0.257875 +2023-11-30 17:06:24,040 - Epoch: [6][17800/31148] Overall Loss 0.010310 Objective Loss 0.000000 Distill Loss 0.010310 LR 0.001000 Time 0.257874 +2023-11-30 17:06:49,786 - Epoch: [6][17900/31148] Overall Loss 0.010310 Objective Loss 0.000000 Distill Loss 0.010310 LR 0.001000 Time 0.257872 +2023-11-30 17:07:15,541 - Epoch: [6][18000/31148] Overall Loss 0.010309 Objective Loss 0.000000 Distill Loss 0.010309 LR 0.001000 Time 0.257870 +2023-11-30 17:07:41,346 - Epoch: [6][18100/31148] Overall Loss 0.010309 Objective Loss 0.000000 Distill Loss 0.010309 LR 0.001000 Time 0.257870 +2023-11-30 17:08:07,118 - Epoch: [6][18200/31148] Overall Loss 0.010309 Objective Loss 0.000000 Distill Loss 0.010309 LR 0.001000 Time 0.257869 +2023-11-30 17:08:32,873 - Epoch: [6][18300/31148] Overall Loss 0.010309 Objective Loss 0.000000 Distill Loss 0.010309 LR 0.001000 Time 0.257868 +2023-11-30 17:08:58,624 - Epoch: [6][18400/31148] Overall Loss 0.010309 Objective Loss 0.000000 Distill Loss 0.010309 LR 0.001000 Time 0.257865 +2023-11-30 17:09:24,384 - Epoch: [6][18500/31148] Overall Loss 0.010309 Objective Loss 0.000000 Distill Loss 0.010309 LR 0.001000 Time 0.257864 +2023-11-30 17:09:50,120 - Epoch: [6][18600/31148] Overall Loss 0.010308 Objective Loss 0.000000 Distill Loss 0.010308 LR 0.001000 Time 0.257861 +2023-11-30 17:10:15,822 - Epoch: [6][18700/31148] Overall Loss 0.010308 Objective Loss 0.000000 Distill Loss 0.010308 LR 0.001000 Time 0.257856 +2023-11-30 17:10:41,539 - Epoch: [6][18800/31148] Overall Loss 0.010308 Objective Loss 0.000000 Distill Loss 0.010308 LR 0.001000 Time 0.257853 +2023-11-30 17:11:07,261 - Epoch: [6][18900/31148] Overall Loss 0.010308 Objective Loss 0.000000 Distill Loss 0.010308 LR 0.001000 Time 0.257849 +2023-11-30 17:11:33,042 - Epoch: [6][19000/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257849 +2023-11-30 17:11:58,772 - Epoch: [6][19100/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257846 +2023-11-30 17:12:24,519 - Epoch: [6][19200/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257844 +2023-11-30 17:12:50,243 - Epoch: [6][19300/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257840 +2023-11-30 17:13:16,049 - Epoch: [6][19400/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257841 +2023-11-30 17:13:41,764 - Epoch: [6][19500/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257838 +2023-11-30 17:14:07,517 - Epoch: [6][19600/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257836 +2023-11-30 17:14:33,289 - Epoch: [6][19700/31148] Overall Loss 0.010307 Objective Loss 0.000000 Distill Loss 0.010307 LR 0.001000 Time 0.257835 +2023-11-30 17:14:59,021 - Epoch: [6][19800/31148] Overall Loss 0.010306 Objective Loss 0.000000 Distill Loss 0.010306 LR 0.001000 Time 0.257833 +2023-11-30 17:15:24,767 - Epoch: [6][19900/31148] Overall Loss 0.010306 Objective Loss 0.000000 Distill Loss 0.010306 LR 0.001000 Time 0.257831 +2023-11-30 17:15:50,597 - Epoch: [6][20000/31148] Overall Loss 0.010306 Objective Loss 0.000000 Distill Loss 0.010306 LR 0.001000 Time 0.257833 +2023-11-30 17:16:16,351 - Epoch: [6][20100/31148] Overall Loss 0.010306 Objective Loss 0.000000 Distill Loss 0.010306 LR 0.001000 Time 0.257831 +2023-11-30 17:16:42,126 - Epoch: [6][20200/31148] Overall Loss 0.010305 Objective Loss 0.000000 Distill Loss 0.010305 LR 0.001000 Time 0.257831 +2023-11-30 17:17:07,844 - Epoch: [6][20300/31148] Overall Loss 0.010306 Objective Loss 0.000000 Distill Loss 0.010306 LR 0.001000 Time 0.257827 +2023-11-30 17:17:33,577 - Epoch: [6][20400/31148] Overall Loss 0.010305 Objective Loss 0.000000 Distill Loss 0.010305 LR 0.001000 Time 0.257825 +2023-11-30 17:17:59,305 - Epoch: [6][20500/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257822 +2023-11-30 17:18:25,006 - Epoch: [6][20600/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257818 +2023-11-30 17:18:50,764 - Epoch: [6][20700/31148] Overall Loss 0.010303 Objective Loss 0.000000 Distill Loss 0.010303 LR 0.001000 Time 0.257817 +2023-11-30 17:19:16,515 - Epoch: [6][20800/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257815 +2023-11-30 17:19:42,248 - Epoch: [6][20900/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257813 +2023-11-30 17:20:07,933 - Epoch: [6][21000/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257808 +2023-11-30 17:20:33,656 - Epoch: [6][21100/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257805 +2023-11-30 17:20:59,370 - Epoch: [6][21200/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257802 +2023-11-30 17:21:25,066 - Epoch: [6][21300/31148] Overall Loss 0.010304 Objective Loss 0.000000 Distill Loss 0.010304 LR 0.001000 Time 0.257798 +2023-11-30 17:21:50,792 - Epoch: [6][21400/31148] Overall Loss 0.010303 Objective Loss 0.000000 Distill Loss 0.010303 LR 0.001000 Time 0.257795 +2023-11-30 17:22:16,595 - Epoch: [6][21500/31148] Overall Loss 0.010303 Objective Loss 0.000000 Distill Loss 0.010303 LR 0.001000 Time 0.257796 +2023-11-30 17:22:42,352 - Epoch: [6][21600/31148] Overall Loss 0.010303 Objective Loss 0.000000 Distill Loss 0.010303 LR 0.001000 Time 0.257795 +2023-11-30 17:23:08,077 - Epoch: [6][21700/31148] Overall Loss 0.010303 Objective Loss 0.000000 Distill Loss 0.010303 LR 0.001000 Time 0.257792 +2023-11-30 17:23:33,807 - Epoch: [6][21800/31148] Overall Loss 0.010303 Objective Loss 0.000000 Distill Loss 0.010303 LR 0.001000 Time 0.257790 +2023-11-30 17:23:59,566 - Epoch: [6][21900/31148] Overall Loss 0.010302 Objective Loss 0.000000 Distill Loss 0.010302 LR 0.001000 Time 0.257789 +2023-11-30 17:24:25,283 - Epoch: [6][22000/31148] Overall Loss 0.010303 Objective Loss 0.000000 Distill Loss 0.010303 LR 0.001000 Time 0.257786 +2023-11-30 17:24:51,073 - Epoch: [6][22100/31148] Overall Loss 0.010302 Objective Loss 0.000000 Distill Loss 0.010302 LR 0.001000 Time 0.257786 +2023-11-30 17:25:16,790 - Epoch: [6][22200/31148] Overall Loss 0.010302 Objective Loss 0.000000 Distill Loss 0.010302 LR 0.001000 Time 0.257783 +2023-11-30 17:25:42,648 - Epoch: [6][22300/31148] Overall Loss 0.010302 Objective Loss 0.000000 Distill Loss 0.010302 LR 0.001000 Time 0.257787 +2023-11-30 17:26:08,436 - Epoch: [6][22400/31148] Overall Loss 0.010301 Objective Loss 0.000000 Distill Loss 0.010301 LR 0.001000 Time 0.257787 +2023-11-30 17:26:34,175 - Epoch: [6][22500/31148] Overall Loss 0.010301 Objective Loss 0.000000 Distill Loss 0.010301 LR 0.001000 Time 0.257785 +2023-11-30 17:26:59,893 - Epoch: [6][22600/31148] Overall Loss 0.010301 Objective Loss 0.000000 Distill Loss 0.010301 LR 0.001000 Time 0.257782 +2023-11-30 17:27:25,646 - Epoch: [6][22700/31148] Overall Loss 0.010300 Objective Loss 0.000000 Distill Loss 0.010300 LR 0.001000 Time 0.257781 +2023-11-30 17:27:51,428 - Epoch: [6][22800/31148] Overall Loss 0.010300 Objective Loss 0.000000 Distill Loss 0.010300 LR 0.001000 Time 0.257781 +2023-11-30 17:28:17,145 - Epoch: [6][22900/31148] Overall Loss 0.010299 Objective Loss 0.000000 Distill Loss 0.010299 LR 0.001000 Time 0.257778 +2023-11-30 17:28:42,883 - Epoch: [6][23000/31148] Overall Loss 0.010299 Objective Loss 0.000000 Distill Loss 0.010299 LR 0.001000 Time 0.257777 +2023-11-30 17:29:08,652 - Epoch: [6][23100/31148] Overall Loss 0.010299 Objective Loss 0.000000 Distill Loss 0.010299 LR 0.001000 Time 0.257776 +2023-11-30 17:29:34,377 - Epoch: [6][23200/31148] Overall Loss 0.010299 Objective Loss 0.000000 Distill Loss 0.010299 LR 0.001000 Time 0.257774 +2023-11-30 17:30:00,150 - Epoch: [6][23300/31148] Overall Loss 0.010299 Objective Loss 0.000000 Distill Loss 0.010299 LR 0.001000 Time 0.257773 +2023-11-30 17:30:25,886 - Epoch: [6][23400/31148] Overall Loss 0.010299 Objective Loss 0.000000 Distill Loss 0.010299 LR 0.001000 Time 0.257772 +2023-11-30 17:30:51,636 - Epoch: [6][23500/31148] Overall Loss 0.010298 Objective Loss 0.000000 Distill Loss 0.010298 LR 0.001000 Time 0.257770 +2023-11-30 17:31:17,414 - Epoch: [6][23600/31148] Overall Loss 0.010298 Objective Loss 0.000000 Distill Loss 0.010298 LR 0.001000 Time 0.257770 +2023-11-30 17:31:43,221 - Epoch: [6][23700/31148] Overall Loss 0.010298 Objective Loss 0.000000 Distill Loss 0.010298 LR 0.001000 Time 0.257771 +2023-11-30 17:32:08,956 - Epoch: [6][23800/31148] Overall Loss 0.010298 Objective Loss 0.000000 Distill Loss 0.010298 LR 0.001000 Time 0.257769 +2023-11-30 17:32:34,675 - Epoch: [6][23900/31148] Overall Loss 0.010297 Objective Loss 0.000000 Distill Loss 0.010297 LR 0.001000 Time 0.257767 +2023-11-30 17:33:00,444 - Epoch: [6][24000/31148] Overall Loss 0.010297 Objective Loss 0.000000 Distill Loss 0.010297 LR 0.001000 Time 0.257767 +2023-11-30 17:33:26,195 - Epoch: [6][24100/31148] Overall Loss 0.010297 Objective Loss 0.000000 Distill Loss 0.010297 LR 0.001000 Time 0.257765 +2023-11-30 17:33:51,974 - Epoch: [6][24200/31148] Overall Loss 0.010297 Objective Loss 0.000000 Distill Loss 0.010297 LR 0.001000 Time 0.257765 +2023-11-30 17:34:17,690 - Epoch: [6][24300/31148] Overall Loss 0.010296 Objective Loss 0.000000 Distill Loss 0.010296 LR 0.001000 Time 0.257763 +2023-11-30 17:34:43,421 - Epoch: [6][24400/31148] Overall Loss 0.010296 Objective Loss 0.000000 Distill Loss 0.010296 LR 0.001000 Time 0.257761 +2023-11-30 17:35:09,139 - Epoch: [6][24500/31148] Overall Loss 0.010295 Objective Loss 0.000000 Distill Loss 0.010295 LR 0.001000 Time 0.257758 +2023-11-30 17:35:34,874 - Epoch: [6][24600/31148] Overall Loss 0.010295 Objective Loss 0.000000 Distill Loss 0.010295 LR 0.001000 Time 0.257757 +2023-11-30 17:36:00,626 - Epoch: [6][24700/31148] Overall Loss 0.010295 Objective Loss 0.000000 Distill Loss 0.010295 LR 0.001000 Time 0.257755 +2023-11-30 17:36:26,391 - Epoch: [6][24800/31148] Overall Loss 0.010295 Objective Loss 0.000000 Distill Loss 0.010295 LR 0.001000 Time 0.257755 +2023-11-30 17:36:52,185 - Epoch: [6][24900/31148] Overall Loss 0.010295 Objective Loss 0.000000 Distill Loss 0.010295 LR 0.001000 Time 0.257756 +2023-11-30 17:37:17,957 - Epoch: [6][25000/31148] Overall Loss 0.010294 Objective Loss 0.000000 Distill Loss 0.010294 LR 0.001000 Time 0.257755 +2023-11-30 17:37:43,634 - Epoch: [6][25100/31148] Overall Loss 0.010294 Objective Loss 0.000000 Distill Loss 0.010294 LR 0.001000 Time 0.257751 +2023-11-30 17:38:09,370 - Epoch: [6][25200/31148] Overall Loss 0.010294 Objective Loss 0.000000 Distill Loss 0.010294 LR 0.001000 Time 0.257750 +2023-11-30 17:38:35,120 - Epoch: [6][25300/31148] Overall Loss 0.010293 Objective Loss 0.000000 Distill Loss 0.010293 LR 0.001000 Time 0.257749 +2023-11-30 17:39:00,851 - Epoch: [6][25400/31148] Overall Loss 0.010293 Objective Loss 0.000000 Distill Loss 0.010293 LR 0.001000 Time 0.257747 +2023-11-30 17:39:26,593 - Epoch: [6][25500/31148] Overall Loss 0.010293 Objective Loss 0.000000 Distill Loss 0.010293 LR 0.001000 Time 0.257745 +2023-11-30 17:39:52,328 - Epoch: [6][25600/31148] Overall Loss 0.010293 Objective Loss 0.000000 Distill Loss 0.010293 LR 0.001000 Time 0.257744 +2023-11-30 17:40:18,046 - Epoch: [6][25700/31148] Overall Loss 0.010293 Objective Loss 0.000000 Distill Loss 0.010293 LR 0.001000 Time 0.257741 +2023-11-30 17:40:43,792 - Epoch: [6][25800/31148] Overall Loss 0.010293 Objective Loss 0.000000 Distill Loss 0.010293 LR 0.001000 Time 0.257740 +2023-11-30 17:41:09,579 - Epoch: [6][25900/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257741 +2023-11-30 17:41:35,410 - Epoch: [6][26000/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257743 +2023-11-30 17:42:01,141 - Epoch: [6][26100/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257741 +2023-11-30 17:42:26,897 - Epoch: [6][26200/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257740 +2023-11-30 17:42:52,665 - Epoch: [6][26300/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257740 +2023-11-30 17:43:18,422 - Epoch: [6][26400/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257739 +2023-11-30 17:43:44,214 - Epoch: [6][26500/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257740 +2023-11-30 17:44:10,030 - Epoch: [6][26600/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257741 +2023-11-30 17:44:35,749 - Epoch: [6][26700/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257739 +2023-11-30 17:45:01,483 - Epoch: [6][26800/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257737 +2023-11-30 17:45:27,221 - Epoch: [6][26900/31148] Overall Loss 0.010292 Objective Loss 0.000000 Distill Loss 0.010292 LR 0.001000 Time 0.257736 +2023-11-30 17:45:52,944 - Epoch: [6][27000/31148] Overall Loss 0.010291 Objective Loss 0.000000 Distill Loss 0.010291 LR 0.001000 Time 0.257734 +2023-11-30 17:46:18,664 - Epoch: [6][27100/31148] Overall Loss 0.010291 Objective Loss 0.000000 Distill Loss 0.010291 LR 0.001000 Time 0.257732 +2023-11-30 17:46:44,459 - Epoch: [6][27200/31148] Overall Loss 0.010291 Objective Loss 0.000000 Distill Loss 0.010291 LR 0.001000 Time 0.257733 +2023-11-30 17:47:10,233 - Epoch: [6][27300/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257733 +2023-11-30 17:47:35,948 - Epoch: [6][27400/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257730 +2023-11-30 17:48:01,710 - Epoch: [6][27500/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257730 +2023-11-30 17:48:27,424 - Epoch: [6][27600/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257728 +2023-11-30 17:48:53,134 - Epoch: [6][27700/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257725 +2023-11-30 17:49:18,877 - Epoch: [6][27800/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257724 +2023-11-30 17:49:44,628 - Epoch: [6][27900/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257723 +2023-11-30 17:50:10,371 - Epoch: [6][28000/31148] Overall Loss 0.010290 Objective Loss 0.000000 Distill Loss 0.010290 LR 0.001000 Time 0.257722 +2023-11-30 17:50:36,158 - Epoch: [6][28100/31148] Overall Loss 0.010289 Objective Loss 0.000000 Distill Loss 0.010289 LR 0.001000 Time 0.257722 +2023-11-30 17:51:01,880 - Epoch: [6][28200/31148] Overall Loss 0.010289 Objective Loss 0.000000 Distill Loss 0.010289 LR 0.001000 Time 0.257721 +2023-11-30 17:51:27,576 - Epoch: [6][28300/31148] Overall Loss 0.010288 Objective Loss 0.000000 Distill Loss 0.010288 LR 0.001000 Time 0.257718 +2023-11-30 17:51:53,342 - Epoch: [6][28400/31148] Overall Loss 0.010289 Objective Loss 0.000000 Distill Loss 0.010289 LR 0.001000 Time 0.257718 +2023-11-30 17:52:19,055 - Epoch: [6][28500/31148] Overall Loss 0.010289 Objective Loss 0.000000 Distill Loss 0.010289 LR 0.001000 Time 0.257715 +2023-11-30 17:52:44,833 - Epoch: [6][28600/31148] Overall Loss 0.010289 Objective Loss 0.000000 Distill Loss 0.010289 LR 0.001000 Time 0.257716 +2023-11-30 17:53:10,609 - Epoch: [6][28700/31148] Overall Loss 0.010289 Objective Loss 0.000000 Distill Loss 0.010289 LR 0.001000 Time 0.257716 +2023-11-30 17:53:36,373 - Epoch: [6][28800/31148] Overall Loss 0.010288 Objective Loss 0.000000 Distill Loss 0.010288 LR 0.001000 Time 0.257715 +2023-11-30 17:54:02,209 - Epoch: [6][28900/31148] Overall Loss 0.010288 Objective Loss 0.000000 Distill Loss 0.010288 LR 0.001000 Time 0.257717 +2023-11-30 17:54:28,026 - Epoch: [6][29000/31148] Overall Loss 0.010288 Objective Loss 0.000000 Distill Loss 0.010288 LR 0.001000 Time 0.257719 +2023-11-30 17:54:53,789 - Epoch: [6][29100/31148] Overall Loss 0.010288 Objective Loss 0.000000 Distill Loss 0.010288 LR 0.001000 Time 0.257718 +2023-11-30 17:55:19,534 - Epoch: [6][29200/31148] Overall Loss 0.010288 Objective Loss 0.000000 Distill Loss 0.010288 LR 0.001000 Time 0.257717 +2023-11-30 17:55:45,292 - Epoch: [6][29300/31148] Overall Loss 0.010287 Objective Loss 0.000000 Distill Loss 0.010287 LR 0.001000 Time 0.257717 +2023-11-30 17:56:11,041 - Epoch: [6][29400/31148] Overall Loss 0.010287 Objective Loss 0.000000 Distill Loss 0.010287 LR 0.001000 Time 0.257716 +2023-11-30 17:56:36,846 - Epoch: [6][29500/31148] Overall Loss 0.010287 Objective Loss 0.000000 Distill Loss 0.010287 LR 0.001000 Time 0.257717 +2023-11-30 17:57:02,623 - Epoch: [6][29600/31148] Overall Loss 0.010286 Objective Loss 0.000000 Distill Loss 0.010286 LR 0.001000 Time 0.257717 +2023-11-30 17:57:28,415 - Epoch: [6][29700/31148] Overall Loss 0.010286 Objective Loss 0.000000 Distill Loss 0.010286 LR 0.001000 Time 0.257718 +2023-11-30 17:57:54,195 - Epoch: [6][29800/31148] Overall Loss 0.010286 Objective Loss 0.000000 Distill Loss 0.010286 LR 0.001000 Time 0.257718 +2023-11-30 17:58:19,935 - Epoch: [6][29900/31148] Overall Loss 0.010286 Objective Loss 0.000000 Distill Loss 0.010286 LR 0.001000 Time 0.257717 +2023-11-30 17:58:45,641 - Epoch: [6][30000/31148] Overall Loss 0.010286 Objective Loss 0.000000 Distill Loss 0.010286 LR 0.001000 Time 0.257714 +2023-11-30 17:59:11,422 - Epoch: [6][30100/31148] Overall Loss 0.010285 Objective Loss 0.000000 Distill Loss 0.010285 LR 0.001000 Time 0.257715 +2023-11-30 17:59:37,168 - Epoch: [6][30200/31148] Overall Loss 0.010285 Objective Loss 0.000000 Distill Loss 0.010285 LR 0.001000 Time 0.257714 +2023-11-30 18:00:02,938 - Epoch: [6][30300/31148] Overall Loss 0.010285 Objective Loss 0.000000 Distill Loss 0.010285 LR 0.001000 Time 0.257714 +2023-11-30 18:00:28,656 - Epoch: [6][30400/31148] Overall Loss 0.010284 Objective Loss 0.000000 Distill Loss 0.010284 LR 0.001000 Time 0.257712 +2023-11-30 18:00:54,408 - Epoch: [6][30500/31148] Overall Loss 0.010284 Objective Loss 0.000000 Distill Loss 0.010284 LR 0.001000 Time 0.257711 +2023-11-30 18:01:20,143 - Epoch: [6][30600/31148] Overall Loss 0.010284 Objective Loss 0.000000 Distill Loss 0.010284 LR 0.001000 Time 0.257710 +2023-11-30 18:01:45,920 - Epoch: [6][30700/31148] Overall Loss 0.010284 Objective Loss 0.000000 Distill Loss 0.010284 LR 0.001000 Time 0.257710 +2023-11-30 18:02:11,681 - Epoch: [6][30800/31148] Overall Loss 0.010283 Objective Loss 0.000000 Distill Loss 0.010283 LR 0.001000 Time 0.257710 +2023-11-30 18:02:37,479 - Epoch: [6][30900/31148] Overall Loss 0.010283 Objective Loss 0.000000 Distill Loss 0.010283 LR 0.001000 Time 0.257710 +2023-11-30 18:03:03,237 - Epoch: [6][31000/31148] Overall Loss 0.010283 Objective Loss 0.000000 Distill Loss 0.010283 LR 0.001000 Time 0.257710 +2023-11-30 18:03:28,974 - Epoch: [6][31100/31148] Overall Loss 0.010283 Objective Loss 0.000000 Distill Loss 0.010283 LR 0.001000 Time 0.257709 +2023-11-30 18:03:41,807 - Epoch: [6][31148/31148] Overall Loss 0.010282 Objective Loss 0.000000 Distill Loss 0.010282 LR 0.001000 Time 0.257723 +2023-11-30 18:03:42,167 - --- validate (epoch=6)----------- +2023-11-30 18:03:42,167 - 167951 samples (100 per mini-batch) +2023-11-30 18:04:03,132 - Epoch: [6][ 100/ 1680] Loss 0.000000 Overall Loss 0.010974 +2023-11-30 18:04:22,847 - Epoch: [6][ 200/ 1680] Loss 0.000000 Overall Loss 0.011001 +2023-11-30 18:04:42,552 - Epoch: [6][ 300/ 1680] Loss 0.000000 Overall Loss 0.011017 +2023-11-30 18:05:02,292 - Epoch: [6][ 400/ 1680] Loss 0.000000 Overall Loss 0.011009 +2023-11-30 18:05:22,008 - Epoch: [6][ 500/ 1680] Loss 0.000000 Overall Loss 0.010998 +2023-11-30 18:05:41,745 - Epoch: [6][ 600/ 1680] Loss 0.000000 Overall Loss 0.010979 +2023-11-30 18:06:01,511 - Epoch: [6][ 700/ 1680] Loss 0.000000 Overall Loss 0.010985 +2023-11-30 18:06:22,437 - Epoch: [6][ 800/ 1680] Loss 0.000000 Overall Loss 0.010981 +2023-11-30 18:06:42,157 - Epoch: [6][ 900/ 1680] Loss 0.000000 Overall Loss 0.010984 +2023-11-30 18:07:01,898 - Epoch: [6][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010982 +2023-11-30 18:07:21,648 - Epoch: [6][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010984 +2023-11-30 18:07:41,354 - Epoch: [6][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010987 +2023-11-30 18:08:01,041 - Epoch: [6][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010992 +2023-11-30 18:08:20,771 - Epoch: [6][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010984 +2023-11-30 18:08:40,490 - Epoch: [6][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010985 +2023-11-30 18:09:00,265 - Epoch: [6][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010985 +2023-11-30 18:09:17,331 - Epoch: [6][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010987 +2023-11-30 18:09:17,637 - ==> Overall Loss: 0.011 + +2023-11-30 18:09:17,643 - ==> Best [Overall Loss: 0.010987 on epoch: 6] +2023-11-30 18:09:17,643 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 18:09:17,705 - + +2023-11-30 18:09:17,705 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 18:09:57,416 - Epoch: [7][ 100/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.397052 +2023-11-30 18:10:26,798 - Epoch: [7][ 200/31148] Overall Loss 0.010103 Objective Loss 0.000000 Distill Loss 0.010103 LR 0.001000 Time 0.345412 +2023-11-30 18:10:56,319 - Epoch: [7][ 300/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.328659 +2023-11-30 18:11:24,971 - Epoch: [7][ 400/31148] Overall Loss 0.010157 Objective Loss 0.000000 Distill Loss 0.010157 LR 0.001000 Time 0.318112 +2023-11-30 18:11:53,861 - Epoch: [7][ 500/31148] Overall Loss 0.010131 Objective Loss 0.000000 Distill Loss 0.010131 LR 0.001000 Time 0.312260 +2023-11-30 18:12:23,098 - Epoch: [7][ 600/31148] Overall Loss 0.010131 Objective Loss 0.000000 Distill Loss 0.010131 LR 0.001000 Time 0.308937 +2023-11-30 18:12:51,190 - Epoch: [7][ 700/31148] Overall Loss 0.010161 Objective Loss 0.000000 Distill Loss 0.010161 LR 0.001000 Time 0.304929 +2023-11-30 18:13:16,982 - Epoch: [7][ 800/31148] Overall Loss 0.010165 Objective Loss 0.000000 Distill Loss 0.010165 LR 0.001000 Time 0.299049 +2023-11-30 18:13:42,766 - Epoch: [7][ 900/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.294467 +2023-11-30 18:14:08,565 - Epoch: [7][ 1000/31148] Overall Loss 0.010142 Objective Loss 0.000000 Distill Loss 0.010142 LR 0.001000 Time 0.290816 +2023-11-30 18:14:34,313 - Epoch: [7][ 1100/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.287784 +2023-11-30 18:15:00,041 - Epoch: [7][ 1200/31148] Overall Loss 0.010139 Objective Loss 0.000000 Distill Loss 0.010139 LR 0.001000 Time 0.285240 +2023-11-30 18:15:25,773 - Epoch: [7][ 1300/31148] Overall Loss 0.010139 Objective Loss 0.000000 Distill Loss 0.010139 LR 0.001000 Time 0.283090 +2023-11-30 18:15:52,486 - Epoch: [7][ 1400/31148] Overall Loss 0.010143 Objective Loss 0.000000 Distill Loss 0.010143 LR 0.001000 Time 0.281948 +2023-11-30 18:16:18,244 - Epoch: [7][ 1500/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.280322 +2023-11-30 18:16:43,982 - Epoch: [7][ 1600/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.278886 +2023-11-30 18:17:09,842 - Epoch: [7][ 1700/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.277691 +2023-11-30 18:17:36,569 - Epoch: [7][ 1800/31148] Overall Loss 0.010143 Objective Loss 0.000000 Distill Loss 0.010143 LR 0.001000 Time 0.277111 +2023-11-30 18:18:02,317 - Epoch: [7][ 1900/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.276076 +2023-11-30 18:18:28,116 - Epoch: [7][ 2000/31148] Overall Loss 0.010142 Objective Loss 0.000000 Distill Loss 0.010142 LR 0.001000 Time 0.275170 +2023-11-30 18:18:54,044 - Epoch: [7][ 2100/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.274413 +2023-11-30 18:19:20,718 - Epoch: [7][ 2200/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.274062 +2023-11-30 18:19:46,490 - Epoch: [7][ 2300/31148] Overall Loss 0.010151 Objective Loss 0.000000 Distill Loss 0.010151 LR 0.001000 Time 0.273351 +2023-11-30 18:20:12,292 - Epoch: [7][ 2400/31148] Overall Loss 0.010156 Objective Loss 0.000000 Distill Loss 0.010156 LR 0.001000 Time 0.272711 +2023-11-30 18:20:38,068 - Epoch: [7][ 2500/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.272112 +2023-11-30 18:21:03,823 - Epoch: [7][ 2600/31148] Overall Loss 0.010161 Objective Loss 0.000000 Distill Loss 0.010161 LR 0.001000 Time 0.271551 +2023-11-30 18:21:29,526 - Epoch: [7][ 2700/31148] Overall Loss 0.010166 Objective Loss 0.000000 Distill Loss 0.010166 LR 0.001000 Time 0.271012 +2023-11-30 18:21:55,361 - Epoch: [7][ 2800/31148] Overall Loss 0.010163 Objective Loss 0.000000 Distill Loss 0.010163 LR 0.001000 Time 0.270559 +2023-11-30 18:22:21,147 - Epoch: [7][ 2900/31148] Overall Loss 0.010161 Objective Loss 0.000000 Distill Loss 0.010161 LR 0.001000 Time 0.270120 +2023-11-30 18:22:47,850 - Epoch: [7][ 3000/31148] Overall Loss 0.010163 Objective Loss 0.000000 Distill Loss 0.010163 LR 0.001000 Time 0.270016 +2023-11-30 18:23:13,640 - Epoch: [7][ 3100/31148] Overall Loss 0.010163 Objective Loss 0.000000 Distill Loss 0.010163 LR 0.001000 Time 0.269624 +2023-11-30 18:23:39,477 - Epoch: [7][ 3200/31148] Overall Loss 0.010166 Objective Loss 0.000000 Distill Loss 0.010166 LR 0.001000 Time 0.269272 +2023-11-30 18:24:07,098 - Epoch: [7][ 3300/31148] Overall Loss 0.010162 Objective Loss 0.000000 Distill Loss 0.010162 LR 0.001000 Time 0.269481 +2023-11-30 18:25:00,216 - Epoch: [7][ 3400/31148] Overall Loss 0.010162 Objective Loss 0.000000 Distill Loss 0.010162 LR 0.001000 Time 0.277177 +2023-11-30 18:25:54,086 - Epoch: [7][ 3500/31148] Overall Loss 0.010161 Objective Loss 0.000000 Distill Loss 0.010161 LR 0.001000 Time 0.284649 +2023-11-30 18:26:47,991 - Epoch: [7][ 3600/31148] Overall Loss 0.010167 Objective Loss 0.000000 Distill Loss 0.010167 LR 0.001000 Time 0.291715 +2023-11-30 18:27:41,852 - Epoch: [7][ 3700/31148] Overall Loss 0.010169 Objective Loss 0.000000 Distill Loss 0.010169 LR 0.001000 Time 0.298387 +2023-11-30 18:28:35,744 - Epoch: [7][ 3800/31148] Overall Loss 0.010167 Objective Loss 0.000000 Distill Loss 0.010167 LR 0.001000 Time 0.304717 +2023-11-30 18:29:29,671 - Epoch: [7][ 3900/31148] Overall Loss 0.010169 Objective Loss 0.000000 Distill Loss 0.010169 LR 0.001000 Time 0.310730 +2023-11-30 18:30:23,589 - Epoch: [7][ 4000/31148] Overall Loss 0.010170 Objective Loss 0.000000 Distill Loss 0.010170 LR 0.001000 Time 0.316441 +2023-11-30 18:31:17,498 - Epoch: [7][ 4100/31148] Overall Loss 0.010171 Objective Loss 0.000000 Distill Loss 0.010171 LR 0.001000 Time 0.321871 +2023-11-30 18:32:11,428 - Epoch: [7][ 4200/31148] Overall Loss 0.010171 Objective Loss 0.000000 Distill Loss 0.010171 LR 0.001000 Time 0.327047 +2023-11-30 18:33:05,338 - Epoch: [7][ 4300/31148] Overall Loss 0.010174 Objective Loss 0.000000 Distill Loss 0.010174 LR 0.001000 Time 0.331978 +2023-11-30 18:33:59,274 - Epoch: [7][ 4400/31148] Overall Loss 0.010172 Objective Loss 0.000000 Distill Loss 0.010172 LR 0.001000 Time 0.336691 +2023-11-30 18:34:53,240 - Epoch: [7][ 4500/31148] Overall Loss 0.010171 Objective Loss 0.000000 Distill Loss 0.010171 LR 0.001000 Time 0.341201 +2023-11-30 18:35:38,218 - Epoch: [7][ 4600/31148] Overall Loss 0.010171 Objective Loss 0.000000 Distill Loss 0.010171 LR 0.001000 Time 0.343561 +2023-11-30 18:36:04,064 - Epoch: [7][ 4700/31148] Overall Loss 0.010172 Objective Loss 0.000000 Distill Loss 0.010172 LR 0.001000 Time 0.341750 +2023-11-30 18:36:29,844 - Epoch: [7][ 4800/31148] Overall Loss 0.010174 Objective Loss 0.000000 Distill Loss 0.010174 LR 0.001000 Time 0.340000 +2023-11-30 18:36:55,655 - Epoch: [7][ 4900/31148] Overall Loss 0.010172 Objective Loss 0.000000 Distill Loss 0.010172 LR 0.001000 Time 0.338328 +2023-11-30 18:37:21,390 - Epoch: [7][ 5000/31148] Overall Loss 0.010172 Objective Loss 0.000000 Distill Loss 0.010172 LR 0.001000 Time 0.336708 +2023-11-30 18:37:47,144 - Epoch: [7][ 5100/31148] Overall Loss 0.010172 Objective Loss 0.000000 Distill Loss 0.010172 LR 0.001000 Time 0.335155 +2023-11-30 18:38:12,916 - Epoch: [7][ 5200/31148] Overall Loss 0.010175 Objective Loss 0.000000 Distill Loss 0.010175 LR 0.001000 Time 0.333666 +2023-11-30 18:38:38,688 - Epoch: [7][ 5300/31148] Overall Loss 0.010174 Objective Loss 0.000000 Distill Loss 0.010174 LR 0.001000 Time 0.332232 +2023-11-30 18:39:04,422 - Epoch: [7][ 5400/31148] Overall Loss 0.010176 Objective Loss 0.000000 Distill Loss 0.010176 LR 0.001000 Time 0.330845 +2023-11-30 18:39:30,166 - Epoch: [7][ 5500/31148] Overall Loss 0.010176 Objective Loss 0.000000 Distill Loss 0.010176 LR 0.001000 Time 0.329510 +2023-11-30 18:39:55,924 - Epoch: [7][ 5600/31148] Overall Loss 0.010175 Objective Loss 0.000000 Distill Loss 0.010175 LR 0.001000 Time 0.328225 +2023-11-30 18:40:23,652 - Epoch: [7][ 5700/31148] Overall Loss 0.010173 Objective Loss 0.000000 Distill Loss 0.010173 LR 0.001000 Time 0.327330 +2023-11-30 18:41:01,194 - Epoch: [7][ 5800/31148] Overall Loss 0.010172 Objective Loss 0.000000 Distill Loss 0.010172 LR 0.001000 Time 0.328158 +2023-11-30 18:41:48,544 - Epoch: [7][ 5900/31148] Overall Loss 0.010170 Objective Loss 0.000000 Distill Loss 0.010170 LR 0.001000 Time 0.330620 +2023-11-30 18:42:36,469 - Epoch: [7][ 6000/31148] Overall Loss 0.010168 Objective Loss 0.000000 Distill Loss 0.010168 LR 0.001000 Time 0.333096 +2023-11-30 18:43:19,511 - Epoch: [7][ 6100/31148] Overall Loss 0.010169 Objective Loss 0.000000 Distill Loss 0.010169 LR 0.001000 Time 0.334690 +2023-11-30 18:44:07,034 - Epoch: [7][ 6200/31148] Overall Loss 0.010165 Objective Loss 0.000000 Distill Loss 0.010165 LR 0.001000 Time 0.336956 +2023-11-30 18:44:32,816 - Epoch: [7][ 6300/31148] Overall Loss 0.010163 Objective Loss 0.000000 Distill Loss 0.010163 LR 0.001000 Time 0.335699 +2023-11-30 18:44:58,561 - Epoch: [7][ 6400/31148] Overall Loss 0.010163 Objective Loss 0.000000 Distill Loss 0.010163 LR 0.001000 Time 0.334476 +2023-11-30 18:45:24,353 - Epoch: [7][ 6500/31148] Overall Loss 0.010161 Objective Loss 0.000000 Distill Loss 0.010161 LR 0.001000 Time 0.333298 +2023-11-30 18:45:50,154 - Epoch: [7][ 6600/31148] Overall Loss 0.010160 Objective Loss 0.000000 Distill Loss 0.010160 LR 0.001000 Time 0.332157 +2023-11-30 18:46:26,342 - Epoch: [7][ 6700/31148] Overall Loss 0.010159 Objective Loss 0.000000 Distill Loss 0.010159 LR 0.001000 Time 0.332599 +2023-11-30 18:47:07,887 - Epoch: [7][ 6800/31148] Overall Loss 0.010158 Objective Loss 0.000000 Distill Loss 0.010158 LR 0.001000 Time 0.333816 +2023-11-30 18:47:47,227 - Epoch: [7][ 6900/31148] Overall Loss 0.010159 Objective Loss 0.000000 Distill Loss 0.010159 LR 0.001000 Time 0.334679 +2023-11-30 18:48:22,915 - Epoch: [7][ 7000/31148] Overall Loss 0.010159 Objective Loss 0.000000 Distill Loss 0.010159 LR 0.001000 Time 0.334995 +2023-11-30 18:49:00,487 - Epoch: [7][ 7100/31148] Overall Loss 0.010160 Objective Loss 0.000000 Distill Loss 0.010160 LR 0.001000 Time 0.335567 +2023-11-30 18:49:46,175 - Epoch: [7][ 7200/31148] Overall Loss 0.010161 Objective Loss 0.000000 Distill Loss 0.010161 LR 0.001000 Time 0.337251 +2023-11-30 18:50:19,922 - Epoch: [7][ 7300/31148] Overall Loss 0.010162 Objective Loss 0.000000 Distill Loss 0.010162 LR 0.001000 Time 0.337253 +2023-11-30 18:51:05,022 - Epoch: [7][ 7400/31148] Overall Loss 0.010161 Objective Loss 0.000000 Distill Loss 0.010161 LR 0.001000 Time 0.338789 +2023-11-30 18:51:49,418 - Epoch: [7][ 7500/31148] Overall Loss 0.010160 Objective Loss 0.000000 Distill Loss 0.010160 LR 0.001000 Time 0.340191 +2023-11-30 18:52:43,186 - Epoch: [7][ 7600/31148] Overall Loss 0.010160 Objective Loss 0.000000 Distill Loss 0.010160 LR 0.001000 Time 0.342788 +2023-11-30 18:53:47,155 - Epoch: [7][ 7700/31148] Overall Loss 0.010160 Objective Loss 0.000000 Distill Loss 0.010160 LR 0.001000 Time 0.346643 +2023-11-30 18:54:29,213 - Epoch: [7][ 7800/31148] Overall Loss 0.010156 Objective Loss 0.000000 Distill Loss 0.010156 LR 0.001000 Time 0.347590 +2023-11-30 18:55:07,499 - Epoch: [7][ 7900/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.348035 +2023-11-30 18:55:46,186 - Epoch: [7][ 8000/31148] Overall Loss 0.010153 Objective Loss 0.000000 Distill Loss 0.010153 LR 0.001000 Time 0.348520 +2023-11-30 18:56:29,756 - Epoch: [7][ 8100/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.349595 +2023-11-30 18:57:07,918 - Epoch: [7][ 8200/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.349985 +2023-11-30 18:57:54,249 - Epoch: [7][ 8300/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.351349 +2023-11-30 18:58:37,246 - Epoch: [7][ 8400/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.352284 +2023-11-30 18:59:36,199 - Epoch: [7][ 8500/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.355074 +2023-11-30 19:00:23,489 - Epoch: [7][ 8600/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.356443 +2023-11-30 19:01:04,338 - Epoch: [7][ 8700/31148] Overall Loss 0.010156 Objective Loss 0.000000 Distill Loss 0.010156 LR 0.001000 Time 0.357041 +2023-11-30 19:01:44,648 - Epoch: [7][ 8800/31148] Overall Loss 0.010156 Objective Loss 0.000000 Distill Loss 0.010156 LR 0.001000 Time 0.357563 +2023-11-30 19:02:20,161 - Epoch: [7][ 8900/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.357535 +2023-11-30 19:03:07,900 - Epoch: [7][ 9000/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.358866 +2023-11-30 19:03:45,573 - Epoch: [7][ 9100/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.359062 +2023-11-30 19:04:25,712 - Epoch: [7][ 9200/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.359521 +2023-11-30 19:05:08,713 - Epoch: [7][ 9300/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.360278 +2023-11-30 19:05:44,151 - Epoch: [7][ 9400/31148] Overall Loss 0.010156 Objective Loss 0.000000 Distill Loss 0.010156 LR 0.001000 Time 0.360214 +2023-11-30 19:06:30,261 - Epoch: [7][ 9500/31148] Overall Loss 0.010153 Objective Loss 0.000000 Distill Loss 0.010153 LR 0.001000 Time 0.361276 +2023-11-30 19:07:07,635 - Epoch: [7][ 9600/31148] Overall Loss 0.010154 Objective Loss 0.000000 Distill Loss 0.010154 LR 0.001000 Time 0.361405 +2023-11-30 19:07:57,061 - Epoch: [7][ 9700/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.362774 +2023-11-30 19:08:28,288 - Epoch: [7][ 9800/31148] Overall Loss 0.010155 Objective Loss 0.000000 Distill Loss 0.010155 LR 0.001000 Time 0.362258 +2023-11-30 19:09:13,393 - Epoch: [7][ 9900/31148] Overall Loss 0.010153 Objective Loss 0.000000 Distill Loss 0.010153 LR 0.001000 Time 0.363154 +2023-11-30 19:09:54,761 - Epoch: [7][10000/31148] Overall Loss 0.010153 Objective Loss 0.000000 Distill Loss 0.010153 LR 0.001000 Time 0.363658 +2023-11-30 19:10:37,763 - Epoch: [7][10100/31148] Overall Loss 0.010151 Objective Loss 0.000000 Distill Loss 0.010151 LR 0.001000 Time 0.364314 +2023-11-30 19:11:25,572 - Epoch: [7][10200/31148] Overall Loss 0.010150 Objective Loss 0.000000 Distill Loss 0.010150 LR 0.001000 Time 0.365429 +2023-11-30 19:12:10,202 - Epoch: [7][10300/31148] Overall Loss 0.010152 Objective Loss 0.000000 Distill Loss 0.010152 LR 0.001000 Time 0.366214 +2023-11-30 19:12:52,206 - Epoch: [7][10400/31148] Overall Loss 0.010151 Objective Loss 0.000000 Distill Loss 0.010151 LR 0.001000 Time 0.366731 +2023-11-30 19:13:37,083 - Epoch: [7][10500/31148] Overall Loss 0.010151 Objective Loss 0.000000 Distill Loss 0.010151 LR 0.001000 Time 0.367511 +2023-11-30 19:14:19,665 - Epoch: [7][10600/31148] Overall Loss 0.010152 Objective Loss 0.000000 Distill Loss 0.010152 LR 0.001000 Time 0.368060 +2023-11-30 19:15:06,473 - Epoch: [7][10700/31148] Overall Loss 0.010150 Objective Loss 0.000000 Distill Loss 0.010150 LR 0.001000 Time 0.368994 +2023-11-30 19:15:53,167 - Epoch: [7][10800/31148] Overall Loss 0.010150 Objective Loss 0.000000 Distill Loss 0.010150 LR 0.001000 Time 0.369901 +2023-11-30 19:16:38,460 - Epoch: [7][10900/31148] Overall Loss 0.010148 Objective Loss 0.000000 Distill Loss 0.010148 LR 0.001000 Time 0.370662 +2023-11-30 19:17:26,125 - Epoch: [7][11000/31148] Overall Loss 0.010148 Objective Loss 0.000000 Distill Loss 0.010148 LR 0.001000 Time 0.371625 +2023-11-30 19:18:08,013 - Epoch: [7][11100/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.372050 +2023-11-30 19:18:44,340 - Epoch: [7][11200/31148] Overall Loss 0.010146 Objective Loss 0.000000 Distill Loss 0.010146 LR 0.001000 Time 0.371971 +2023-11-30 19:19:28,167 - Epoch: [7][11300/31148] Overall Loss 0.010146 Objective Loss 0.000000 Distill Loss 0.010146 LR 0.001000 Time 0.372557 +2023-11-30 19:20:12,407 - Epoch: [7][11400/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.373169 +2023-11-30 19:21:06,494 - Epoch: [7][11500/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.374626 +2023-11-30 19:21:51,628 - Epoch: [7][11600/31148] Overall Loss 0.010148 Objective Loss 0.000000 Distill Loss 0.010148 LR 0.001000 Time 0.375287 +2023-11-30 19:22:27,822 - Epoch: [7][11700/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.375172 +2023-11-30 19:23:19,215 - Epoch: [7][11800/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.376348 +2023-11-30 19:23:57,362 - Epoch: [7][11900/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.376390 +2023-11-30 19:24:37,147 - Epoch: [7][12000/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.376568 +2023-11-30 19:25:25,576 - Epoch: [7][12100/31148] Overall Loss 0.010147 Objective Loss 0.000000 Distill Loss 0.010147 LR 0.001000 Time 0.377458 +2023-11-30 19:26:13,997 - Epoch: [7][12200/31148] Overall Loss 0.010146 Objective Loss 0.000000 Distill Loss 0.010146 LR 0.001000 Time 0.378333 +2023-11-30 19:27:07,343 - Epoch: [7][12300/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.379593 +2023-11-30 19:27:52,613 - Epoch: [7][12400/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.380182 +2023-11-30 19:28:29,949 - Epoch: [7][12500/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.380127 +2023-11-30 19:29:12,939 - Epoch: [7][12600/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.380521 +2023-11-30 19:29:57,718 - Epoch: [7][12700/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.381050 +2023-11-30 19:30:46,876 - Epoch: [7][12800/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.381913 +2023-11-30 19:31:26,248 - Epoch: [7][12900/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.382004 +2023-11-30 19:32:11,282 - Epoch: [7][13000/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.382529 +2023-11-30 19:32:54,027 - Epoch: [7][13100/31148] Overall Loss 0.010146 Objective Loss 0.000000 Distill Loss 0.010146 LR 0.001000 Time 0.382872 +2023-11-30 19:33:35,465 - Epoch: [7][13200/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.383110 +2023-11-30 19:34:24,023 - Epoch: [7][13300/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.383880 +2023-11-30 19:35:07,139 - Epoch: [7][13400/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.384232 +2023-11-30 19:35:56,600 - Epoch: [7][13500/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.385049 +2023-11-30 19:36:42,792 - Epoch: [7][13600/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.385614 +2023-11-30 19:37:33,339 - Epoch: [7][13700/31148] Overall Loss 0.010145 Objective Loss 0.000000 Distill Loss 0.010145 LR 0.001000 Time 0.386488 +2023-11-30 19:38:43,611 - Epoch: [7][13800/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.388779 +2023-11-30 19:39:35,267 - Epoch: [7][13900/31148] Overall Loss 0.010144 Objective Loss 0.000000 Distill Loss 0.010144 LR 0.001000 Time 0.389698 +2023-11-30 19:40:21,072 - Epoch: [7][14000/31148] Overall Loss 0.010143 Objective Loss 0.000000 Distill Loss 0.010143 LR 0.001000 Time 0.390186 +2023-11-30 19:41:32,671 - Epoch: [7][14100/31148] Overall Loss 0.010143 Objective Loss 0.000000 Distill Loss 0.010143 LR 0.001000 Time 0.392496 +2023-11-30 19:42:37,219 - Epoch: [7][14200/31148] Overall Loss 0.010143 Objective Loss 0.000000 Distill Loss 0.010143 LR 0.001000 Time 0.394277 +2023-11-30 19:43:23,887 - Epoch: [7][14300/31148] Overall Loss 0.010142 Objective Loss 0.000000 Distill Loss 0.010142 LR 0.001000 Time 0.394782 +2023-11-30 19:44:11,586 - Epoch: [7][14400/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.395353 +2023-11-30 19:45:07,002 - Epoch: [7][14500/31148] Overall Loss 0.010142 Objective Loss 0.000000 Distill Loss 0.010142 LR 0.001000 Time 0.396447 +2023-11-30 19:45:52,120 - Epoch: [7][14600/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.396822 +2023-11-30 19:46:37,851 - Epoch: [7][14700/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.397233 +2023-11-30 19:47:29,752 - Epoch: [7][14800/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.398055 +2023-11-30 19:48:26,316 - Epoch: [7][14900/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.399179 +2023-11-30 19:49:50,215 - Epoch: [7][15000/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.402111 +2023-11-30 19:51:08,921 - Epoch: [7][15100/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.404659 +2023-11-30 19:52:25,507 - Epoch: [7][15200/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.407035 +2023-11-30 19:53:58,335 - Epoch: [7][15300/31148] Overall Loss 0.010142 Objective Loss 0.000000 Distill Loss 0.010142 LR 0.001000 Time 0.410441 +2023-11-30 19:55:11,075 - Epoch: [7][15400/31148] Overall Loss 0.010142 Objective Loss 0.000000 Distill Loss 0.010142 LR 0.001000 Time 0.412499 +2023-11-30 19:56:35,068 - Epoch: [7][15500/31148] Overall Loss 0.010142 Objective Loss 0.000000 Distill Loss 0.010142 LR 0.001000 Time 0.415256 +2023-11-30 19:58:03,656 - Epoch: [7][15600/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.418272 +2023-11-30 19:58:47,571 - Epoch: [7][15700/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.418405 +2023-11-30 19:59:40,493 - Epoch: [7][15800/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.419105 +2023-11-30 20:00:27,286 - Epoch: [7][15900/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.419412 +2023-11-30 20:01:16,980 - Epoch: [7][16000/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.419896 +2023-11-30 20:01:57,741 - Epoch: [7][16100/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.419819 +2023-11-30 20:02:36,961 - Epoch: [7][16200/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.419649 +2023-11-30 20:03:30,980 - Epoch: [7][16300/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.420388 +2023-11-30 20:04:20,001 - Epoch: [7][16400/31148] Overall Loss 0.010141 Objective Loss 0.000000 Distill Loss 0.010141 LR 0.001000 Time 0.420813 +2023-11-30 20:05:27,957 - Epoch: [7][16500/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.422381 +2023-11-30 20:06:26,151 - Epoch: [7][16600/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.423341 +2023-11-30 20:07:30,595 - Epoch: [7][16700/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.424665 +2023-11-30 20:08:34,125 - Epoch: [7][16800/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.425918 +2023-11-30 20:09:57,755 - Epoch: [7][16900/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.428346 +2023-11-30 20:10:49,401 - Epoch: [7][17000/31148] Overall Loss 0.010139 Objective Loss 0.000000 Distill Loss 0.010139 LR 0.001000 Time 0.428864 +2023-11-30 20:11:35,386 - Epoch: [7][17100/31148] Overall Loss 0.010140 Objective Loss 0.000000 Distill Loss 0.010140 LR 0.001000 Time 0.429044 +2023-11-30 20:12:24,923 - Epoch: [7][17200/31148] Overall Loss 0.010139 Objective Loss 0.000000 Distill Loss 0.010139 LR 0.001000 Time 0.429429 +2023-11-30 20:13:13,672 - Epoch: [7][17300/31148] Overall Loss 0.010138 Objective Loss 0.000000 Distill Loss 0.010138 LR 0.001000 Time 0.429765 +2023-11-30 20:14:13,961 - Epoch: [7][17400/31148] Overall Loss 0.010138 Objective Loss 0.000000 Distill Loss 0.010138 LR 0.001000 Time 0.430759 +2023-11-30 20:15:11,005 - Epoch: [7][17500/31148] Overall Loss 0.010138 Objective Loss 0.000000 Distill Loss 0.010138 LR 0.001000 Time 0.431557 +2023-11-30 20:16:05,638 - Epoch: [7][17600/31148] Overall Loss 0.010137 Objective Loss 0.000000 Distill Loss 0.010137 LR 0.001000 Time 0.432209 +2023-11-30 20:16:50,838 - Epoch: [7][17700/31148] Overall Loss 0.010136 Objective Loss 0.000000 Distill Loss 0.010136 LR 0.001000 Time 0.432320 +2023-11-30 20:17:39,762 - Epoch: [7][17800/31148] Overall Loss 0.010136 Objective Loss 0.000000 Distill Loss 0.010136 LR 0.001000 Time 0.432640 +2023-11-30 20:18:31,952 - Epoch: [7][17900/31148] Overall Loss 0.010136 Objective Loss 0.000000 Distill Loss 0.010136 LR 0.001000 Time 0.433138 +2023-11-30 20:19:16,568 - Epoch: [7][18000/31148] Overall Loss 0.010135 Objective Loss 0.000000 Distill Loss 0.010135 LR 0.001000 Time 0.433210 +2023-11-30 20:20:31,314 - Epoch: [7][18100/31148] Overall Loss 0.010135 Objective Loss 0.000000 Distill Loss 0.010135 LR 0.001000 Time 0.434945 +2023-11-30 20:21:47,926 - Epoch: [7][18200/31148] Overall Loss 0.010135 Objective Loss 0.000000 Distill Loss 0.010135 LR 0.001000 Time 0.436765 +2023-11-30 20:23:11,070 - Epoch: [7][18300/31148] Overall Loss 0.010134 Objective Loss 0.000000 Distill Loss 0.010134 LR 0.001000 Time 0.438921 +2023-11-30 20:24:06,894 - Epoch: [7][18400/31148] Overall Loss 0.010135 Objective Loss 0.000000 Distill Loss 0.010135 LR 0.001000 Time 0.439569 +2023-11-30 20:24:50,363 - Epoch: [7][18500/31148] Overall Loss 0.010134 Objective Loss 0.000000 Distill Loss 0.010134 LR 0.001000 Time 0.439542 +2023-11-30 20:25:56,554 - Epoch: [7][18600/31148] Overall Loss 0.010134 Objective Loss 0.000000 Distill Loss 0.010134 LR 0.001000 Time 0.440737 +2023-11-30 20:26:36,597 - Epoch: [7][18700/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.440521 +2023-11-30 20:27:26,410 - Epoch: [7][18800/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.440827 +2023-11-30 20:28:09,767 - Epoch: [7][18900/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.440789 +2023-11-30 20:29:02,671 - Epoch: [7][19000/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.441253 +2023-11-30 20:29:31,150 - Epoch: [7][19100/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.440433 +2023-11-30 20:30:04,485 - Epoch: [7][19200/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.439875 +2023-11-30 20:31:02,577 - Epoch: [7][19300/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.440606 +2023-11-30 20:32:01,688 - Epoch: [7][19400/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.441381 +2023-11-30 20:32:53,826 - Epoch: [7][19500/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.441791 +2023-11-30 20:33:49,805 - Epoch: [7][19600/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.442393 +2023-11-30 20:34:48,165 - Epoch: [7][19700/31148] Overall Loss 0.010133 Objective Loss 0.000000 Distill Loss 0.010133 LR 0.001000 Time 0.443109 +2023-11-30 20:35:33,747 - Epoch: [7][19800/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.443173 +2023-11-30 20:36:21,251 - Epoch: [7][19900/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.443333 +2023-11-30 20:37:05,664 - Epoch: [7][20000/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.443336 +2023-11-30 20:37:49,934 - Epoch: [7][20100/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.443333 +2023-11-30 20:38:25,593 - Epoch: [7][20200/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.442903 +2023-11-30 20:39:07,255 - Epoch: [7][20300/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.442773 +2023-11-30 20:39:47,045 - Epoch: [7][20400/31148] Overall Loss 0.010132 Objective Loss 0.000000 Distill Loss 0.010132 LR 0.001000 Time 0.442553 +2023-11-30 20:40:34,589 - Epoch: [7][20500/31148] Overall Loss 0.010131 Objective Loss 0.000000 Distill Loss 0.010131 LR 0.001000 Time 0.442713 +2023-11-30 20:41:15,305 - Epoch: [7][20600/31148] Overall Loss 0.010130 Objective Loss 0.000000 Distill Loss 0.010130 LR 0.001000 Time 0.442540 +2023-11-30 20:42:02,726 - Epoch: [7][20700/31148] Overall Loss 0.010130 Objective Loss 0.000000 Distill Loss 0.010130 LR 0.001000 Time 0.442693 +2023-11-30 20:42:47,320 - Epoch: [7][20800/31148] Overall Loss 0.010130 Objective Loss 0.000000 Distill Loss 0.010130 LR 0.001000 Time 0.442708 +2023-11-30 20:43:33,783 - Epoch: [7][20900/31148] Overall Loss 0.010130 Objective Loss 0.000000 Distill Loss 0.010130 LR 0.001000 Time 0.442812 +2023-11-30 20:44:14,725 - Epoch: [7][21000/31148] Overall Loss 0.010130 Objective Loss 0.000000 Distill Loss 0.010130 LR 0.001000 Time 0.442653 +2023-11-30 20:45:00,952 - Epoch: [7][21100/31148] Overall Loss 0.010130 Objective Loss 0.000000 Distill Loss 0.010130 LR 0.001000 Time 0.442746 +2023-11-30 20:45:43,257 - Epoch: [7][21200/31148] Overall Loss 0.010130 Objective Loss 0.000000 Distill Loss 0.010130 LR 0.001000 Time 0.442653 +2023-11-30 20:46:24,271 - Epoch: [7][21300/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.442500 +2023-11-30 20:47:02,797 - Epoch: [7][21400/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.442232 +2023-11-30 20:47:48,265 - Epoch: [7][21500/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.442289 +2023-11-30 20:48:28,282 - Epoch: [7][21600/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.442094 +2023-11-30 20:49:22,356 - Epoch: [7][21700/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.442548 +2023-11-30 20:50:09,405 - Epoch: [7][21800/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.442676 +2023-11-30 20:51:05,215 - Epoch: [7][21900/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.443203 +2023-11-30 20:51:55,038 - Epoch: [7][22000/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.443453 +2023-11-30 20:52:35,660 - Epoch: [7][22100/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.443284 +2023-11-30 20:53:16,844 - Epoch: [7][22200/31148] Overall Loss 0.010129 Objective Loss 0.000000 Distill Loss 0.010129 LR 0.001000 Time 0.443142 +2023-11-30 20:53:59,125 - Epoch: [7][22300/31148] Overall Loss 0.010128 Objective Loss 0.000000 Distill Loss 0.010128 LR 0.001000 Time 0.443050 +2023-11-30 20:54:48,467 - Epoch: [7][22400/31148] Overall Loss 0.010128 Objective Loss 0.000000 Distill Loss 0.010128 LR 0.001000 Time 0.443275 +2023-11-30 20:55:39,360 - Epoch: [7][22500/31148] Overall Loss 0.010128 Objective Loss 0.000000 Distill Loss 0.010128 LR 0.001000 Time 0.443566 +2023-11-30 20:56:34,236 - Epoch: [7][22600/31148] Overall Loss 0.010127 Objective Loss 0.000000 Distill Loss 0.010127 LR 0.001000 Time 0.444032 +2023-11-30 20:57:17,182 - Epoch: [7][22700/31148] Overall Loss 0.010127 Objective Loss 0.000000 Distill Loss 0.010127 LR 0.001000 Time 0.443967 +2023-11-30 20:58:06,932 - Epoch: [7][22800/31148] Overall Loss 0.010127 Objective Loss 0.000000 Distill Loss 0.010127 LR 0.001000 Time 0.444202 +2023-11-30 20:58:41,365 - Epoch: [7][22900/31148] Overall Loss 0.010127 Objective Loss 0.000000 Distill Loss 0.010127 LR 0.001000 Time 0.443765 +2023-11-30 20:59:27,319 - Epoch: [7][23000/31148] Overall Loss 0.010126 Objective Loss 0.000000 Distill Loss 0.010126 LR 0.001000 Time 0.443833 +2023-11-30 21:00:01,702 - Epoch: [7][23100/31148] Overall Loss 0.010126 Objective Loss 0.000000 Distill Loss 0.010126 LR 0.001000 Time 0.443400 +2023-11-30 21:00:45,649 - Epoch: [7][23200/31148] Overall Loss 0.010126 Objective Loss 0.000000 Distill Loss 0.010126 LR 0.001000 Time 0.443383 +2023-11-30 21:01:40,031 - Epoch: [7][23300/31148] Overall Loss 0.010126 Objective Loss 0.000000 Distill Loss 0.010126 LR 0.001000 Time 0.443814 +2023-11-30 21:02:37,718 - Epoch: [7][23400/31148] Overall Loss 0.010126 Objective Loss 0.000000 Distill Loss 0.010126 LR 0.001000 Time 0.444382 +2023-11-30 21:03:22,110 - Epoch: [7][23500/31148] Overall Loss 0.010125 Objective Loss 0.000000 Distill Loss 0.010125 LR 0.001000 Time 0.444380 +2023-11-30 21:04:00,819 - Epoch: [7][23600/31148] Overall Loss 0.010125 Objective Loss 0.000000 Distill Loss 0.010125 LR 0.001000 Time 0.444137 +2023-11-30 21:04:56,861 - Epoch: [7][23700/31148] Overall Loss 0.010125 Objective Loss 0.000000 Distill Loss 0.010125 LR 0.001000 Time 0.444627 +2023-11-30 21:05:54,330 - Epoch: [7][23800/31148] Overall Loss 0.010125 Objective Loss 0.000000 Distill Loss 0.010125 LR 0.001000 Time 0.445173 +2023-11-30 21:06:51,128 - Epoch: [7][23900/31148] Overall Loss 0.010125 Objective Loss 0.000000 Distill Loss 0.010125 LR 0.001000 Time 0.445687 +2023-11-30 21:07:42,103 - Epoch: [7][24000/31148] Overall Loss 0.010125 Objective Loss 0.000000 Distill Loss 0.010125 LR 0.001000 Time 0.445953 +2023-11-30 21:08:37,139 - Epoch: [7][24100/31148] Overall Loss 0.010125 Objective Loss 0.000000 Distill Loss 0.010125 LR 0.001000 Time 0.446386 +2023-11-30 21:09:27,319 - Epoch: [7][24200/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.446615 +2023-11-30 21:10:34,176 - Epoch: [7][24300/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.447528 +2023-11-30 21:11:32,536 - Epoch: [7][24400/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.448085 +2023-11-30 21:12:28,481 - Epoch: [7][24500/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.448540 +2023-11-30 21:13:20,776 - Epoch: [7][24600/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.448842 +2023-11-30 21:14:05,736 - Epoch: [7][24700/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.448845 +2023-11-30 21:15:04,166 - Epoch: [7][24800/31148] Overall Loss 0.010124 Objective Loss 0.000000 Distill Loss 0.010124 LR 0.001000 Time 0.449390 +2023-11-30 21:16:00,856 - Epoch: [7][24900/31148] Overall Loss 0.010123 Objective Loss 0.000000 Distill Loss 0.010123 LR 0.001000 Time 0.449862 +2023-11-30 21:16:49,205 - Epoch: [7][25000/31148] Overall Loss 0.010123 Objective Loss 0.000000 Distill Loss 0.010123 LR 0.001000 Time 0.449996 +2023-11-30 21:17:39,690 - Epoch: [7][25100/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.450214 +2023-11-30 21:18:36,689 - Epoch: [7][25200/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.450689 +2023-11-30 21:19:43,591 - Epoch: [7][25300/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.451552 +2023-11-30 21:20:35,697 - Epoch: [7][25400/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.451825 +2023-11-30 21:21:28,277 - Epoch: [7][25500/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.452115 +2023-11-30 21:22:33,059 - Epoch: [7][25600/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.452879 +2023-11-30 21:23:21,936 - Epoch: [7][25700/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.453019 +2023-11-30 21:24:07,858 - Epoch: [7][25800/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.453042 +2023-11-30 21:24:51,895 - Epoch: [7][25900/31148] Overall Loss 0.010122 Objective Loss 0.000000 Distill Loss 0.010122 LR 0.001000 Time 0.452993 +2023-11-30 21:25:55,093 - Epoch: [7][26000/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.453681 +2023-11-30 21:26:44,995 - Epoch: [7][26100/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.453855 +2023-11-30 21:27:45,797 - Epoch: [7][26200/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.454443 +2023-11-30 21:28:38,934 - Epoch: [7][26300/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.454735 +2023-11-30 21:29:28,617 - Epoch: [7][26400/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.454894 +2023-11-30 21:30:23,483 - Epoch: [7][26500/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.455248 +2023-11-30 21:31:28,833 - Epoch: [7][26600/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.455993 +2023-11-30 21:32:24,427 - Epoch: [7][26700/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.456367 +2023-11-30 21:33:18,458 - Epoch: [7][26800/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.456680 +2023-11-30 21:34:12,647 - Epoch: [7][26900/31148] Overall Loss 0.010121 Objective Loss 0.000000 Distill Loss 0.010121 LR 0.001000 Time 0.456996 +2023-11-30 21:35:18,834 - Epoch: [7][27000/31148] Overall Loss 0.010120 Objective Loss 0.000000 Distill Loss 0.010120 LR 0.001000 Time 0.457755 +2023-11-30 21:36:09,172 - Epoch: [7][27100/31148] Overall Loss 0.010120 Objective Loss 0.000000 Distill Loss 0.010120 LR 0.001000 Time 0.457923 +2023-11-30 21:36:56,207 - Epoch: [7][27200/31148] Overall Loss 0.010120 Objective Loss 0.000000 Distill Loss 0.010120 LR 0.001000 Time 0.457968 +2023-11-30 21:37:45,095 - Epoch: [7][27300/31148] Overall Loss 0.010120 Objective Loss 0.000000 Distill Loss 0.010120 LR 0.001000 Time 0.458081 +2023-11-30 21:38:42,225 - Epoch: [7][27400/31148] Overall Loss 0.010119 Objective Loss 0.000000 Distill Loss 0.010119 LR 0.001000 Time 0.458494 +2023-11-30 21:39:38,452 - Epoch: [7][27500/31148] Overall Loss 0.010119 Objective Loss 0.000000 Distill Loss 0.010119 LR 0.001000 Time 0.458871 +2023-11-30 21:40:34,038 - Epoch: [7][27600/31148] Overall Loss 0.010119 Objective Loss 0.000000 Distill Loss 0.010119 LR 0.001000 Time 0.459222 +2023-11-30 21:41:26,952 - Epoch: [7][27700/31148] Overall Loss 0.010119 Objective Loss 0.000000 Distill Loss 0.010119 LR 0.001000 Time 0.459475 +2023-11-30 21:42:30,569 - Epoch: [7][27800/31148] Overall Loss 0.010118 Objective Loss 0.000000 Distill Loss 0.010118 LR 0.001000 Time 0.460110 +2023-11-30 21:43:30,981 - Epoch: [7][27900/31148] Overall Loss 0.010118 Objective Loss 0.000000 Distill Loss 0.010118 LR 0.001000 Time 0.460626 +2023-11-30 21:44:35,459 - Epoch: [7][28000/31148] Overall Loss 0.010118 Objective Loss 0.000000 Distill Loss 0.010118 LR 0.001000 Time 0.461283 +2023-11-30 21:45:27,071 - Epoch: [7][28100/31148] Overall Loss 0.010118 Objective Loss 0.000000 Distill Loss 0.010118 LR 0.001000 Time 0.461478 +2023-11-30 21:46:15,066 - Epoch: [7][28200/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.461543 +2023-11-30 21:47:24,616 - Epoch: [7][28300/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.462370 +2023-11-30 21:48:30,949 - Epoch: [7][28400/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.463077 +2023-11-30 21:49:23,943 - Epoch: [7][28500/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.463311 +2023-11-30 21:50:18,163 - Epoch: [7][28600/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.463587 +2023-11-30 21:51:19,093 - Epoch: [7][28700/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.464094 +2023-11-30 21:52:16,607 - Epoch: [7][28800/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.464480 +2023-11-30 21:52:53,156 - Epoch: [7][28900/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.464137 +2023-11-30 21:53:49,865 - Epoch: [7][29000/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.464492 +2023-11-30 21:54:43,576 - Epoch: [7][29100/31148] Overall Loss 0.010117 Objective Loss 0.000000 Distill Loss 0.010117 LR 0.001000 Time 0.464741 +2023-11-30 21:55:34,197 - Epoch: [7][29200/31148] Overall Loss 0.010116 Objective Loss 0.000000 Distill Loss 0.010116 LR 0.001000 Time 0.464883 +2023-11-30 21:56:16,456 - Epoch: [7][29300/31148] Overall Loss 0.010116 Objective Loss 0.000000 Distill Loss 0.010116 LR 0.001000 Time 0.464738 +2023-11-30 21:57:07,781 - Epoch: [7][29400/31148] Overall Loss 0.010116 Objective Loss 0.000000 Distill Loss 0.010116 LR 0.001000 Time 0.464903 +2023-11-30 21:57:49,851 - Epoch: [7][29500/31148] Overall Loss 0.010116 Objective Loss 0.000000 Distill Loss 0.010116 LR 0.001000 Time 0.464753 +2023-11-30 21:58:43,598 - Epoch: [7][29600/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.464998 +2023-11-30 21:59:28,191 - Epoch: [7][29700/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.464934 +2023-11-30 22:00:11,682 - Epoch: [7][29800/31148] Overall Loss 0.010116 Objective Loss 0.000000 Distill Loss 0.010116 LR 0.001000 Time 0.464833 +2023-11-30 22:01:01,218 - Epoch: [7][29900/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.464935 +2023-11-30 22:01:54,549 - Epoch: [7][30000/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.465162 +2023-11-30 22:02:46,654 - Epoch: [7][30100/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.465348 +2023-11-30 22:03:30,975 - Epoch: [7][30200/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.465274 +2023-11-30 22:04:17,633 - Epoch: [7][30300/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.465278 +2023-11-30 22:05:01,705 - Epoch: [7][30400/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.465197 +2023-11-30 22:05:53,949 - Epoch: [7][30500/31148] Overall Loss 0.010115 Objective Loss 0.000000 Distill Loss 0.010115 LR 0.001000 Time 0.465385 +2023-11-30 22:06:41,726 - Epoch: [7][30600/31148] Overall Loss 0.010114 Objective Loss 0.000000 Distill Loss 0.010114 LR 0.001000 Time 0.465425 +2023-11-30 22:07:30,813 - Epoch: [7][30700/31148] Overall Loss 0.010114 Objective Loss 0.000000 Distill Loss 0.010114 LR 0.001000 Time 0.465508 +2023-11-30 22:08:14,601 - Epoch: [7][30800/31148] Overall Loss 0.010114 Objective Loss 0.000000 Distill Loss 0.010114 LR 0.001000 Time 0.465418 +2023-11-30 22:09:00,352 - Epoch: [7][30900/31148] Overall Loss 0.010114 Objective Loss 0.000000 Distill Loss 0.010114 LR 0.001000 Time 0.465392 +2023-11-30 22:09:41,977 - Epoch: [7][31000/31148] Overall Loss 0.010114 Objective Loss 0.000000 Distill Loss 0.010114 LR 0.001000 Time 0.465233 +2023-11-30 22:10:33,540 - Epoch: [7][31100/31148] Overall Loss 0.010114 Objective Loss 0.000000 Distill Loss 0.010114 LR 0.001000 Time 0.465395 +2023-11-30 22:10:57,174 - Epoch: [7][31148/31148] Overall Loss 0.010114 Objective Loss 0.000000 Distill Loss 0.010114 LR 0.001000 Time 0.465436 +2023-11-30 22:10:57,975 - --- validate (epoch=7)----------- +2023-11-30 22:10:57,976 - 167951 samples (100 per mini-batch) +2023-11-30 22:11:22,636 - Epoch: [7][ 100/ 1680] Loss 0.000000 Overall Loss 0.010769 +2023-11-30 22:11:42,658 - Epoch: [7][ 200/ 1680] Loss 0.000000 Overall Loss 0.010786 +2023-11-30 22:12:02,612 - Epoch: [7][ 300/ 1680] Loss 0.000000 Overall Loss 0.010771 +2023-11-30 22:12:22,649 - Epoch: [7][ 400/ 1680] Loss 0.000000 Overall Loss 0.010781 +2023-11-30 22:12:42,627 - Epoch: [7][ 500/ 1680] Loss 0.000000 Overall Loss 0.010782 +2023-11-30 22:13:03,037 - Epoch: [7][ 600/ 1680] Loss 0.000000 Overall Loss 0.010788 +2023-11-30 22:13:23,032 - Epoch: [7][ 700/ 1680] Loss 0.000000 Overall Loss 0.010788 +2023-11-30 22:13:43,019 - Epoch: [7][ 800/ 1680] Loss 0.000000 Overall Loss 0.010795 +2023-11-30 22:14:03,016 - Epoch: [7][ 900/ 1680] Loss 0.000000 Overall Loss 0.010794 +2023-11-30 22:14:22,990 - Epoch: [7][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010795 +2023-11-30 22:14:43,005 - Epoch: [7][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010793 +2023-11-30 22:15:02,998 - Epoch: [7][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010795 +2023-11-30 22:15:22,978 - Epoch: [7][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010793 +2023-11-30 22:15:42,953 - Epoch: [7][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010791 +2023-11-30 22:16:02,985 - Epoch: [7][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010789 +2023-11-30 22:16:22,984 - Epoch: [7][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010789 +2023-11-30 22:16:38,964 - Epoch: [7][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010789 +2023-11-30 22:16:39,490 - ==> Overall Loss: 0.011 + +2023-11-30 22:16:39,498 - ==> Best [Overall Loss: 0.010789 on epoch: 7] +2023-11-30 22:16:39,498 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-11-30 22:16:39,564 - + +2023-11-30 22:16:39,564 - Training epoch: 3114790 samples (100 per mini-batch) +2023-11-30 22:17:56,977 - Epoch: [8][ 100/31148] Overall Loss 0.009905 Objective Loss 0.000000 Distill Loss 0.009905 LR 0.001000 Time 0.774020 +2023-11-30 22:18:30,844 - Epoch: [8][ 200/31148] Overall Loss 0.009930 Objective Loss 0.000000 Distill Loss 0.009930 LR 0.001000 Time 0.556309 +2023-11-30 22:19:11,847 - Epoch: [8][ 300/31148] Overall Loss 0.009945 Objective Loss 0.000000 Distill Loss 0.009945 LR 0.001000 Time 0.507520 +2023-11-30 22:19:57,449 - Epoch: [8][ 400/31148] Overall Loss 0.009944 Objective Loss 0.000000 Distill Loss 0.009944 LR 0.001000 Time 0.494628 +2023-11-30 22:20:34,798 - Epoch: [8][ 500/31148] Overall Loss 0.009943 Objective Loss 0.000000 Distill Loss 0.009943 LR 0.001000 Time 0.470384 +2023-11-30 22:21:20,338 - Epoch: [8][ 600/31148] Overall Loss 0.009955 Objective Loss 0.000000 Distill Loss 0.009955 LR 0.001000 Time 0.467875 +2023-11-30 22:21:58,981 - Epoch: [8][ 700/31148] Overall Loss 0.009967 Objective Loss 0.000000 Distill Loss 0.009967 LR 0.001000 Time 0.456228 +2023-11-30 22:22:35,742 - Epoch: [8][ 800/31148] Overall Loss 0.009981 Objective Loss 0.000000 Distill Loss 0.009981 LR 0.001000 Time 0.445142 +2023-11-30 22:23:25,399 - Epoch: [8][ 900/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.450848 +2023-11-30 22:24:05,057 - Epoch: [8][ 1000/31148] Overall Loss 0.009985 Objective Loss 0.000000 Distill Loss 0.009985 LR 0.001000 Time 0.445413 +2023-11-30 22:24:54,602 - Epoch: [8][ 1100/31148] Overall Loss 0.009993 Objective Loss 0.000000 Distill Loss 0.009993 LR 0.001000 Time 0.449955 +2023-11-30 22:25:36,643 - Epoch: [8][ 1200/31148] Overall Loss 0.009992 Objective Loss 0.000000 Distill Loss 0.009992 LR 0.001000 Time 0.447487 +2023-11-30 22:26:20,733 - Epoch: [8][ 1300/31148] Overall Loss 0.009991 Objective Loss 0.000000 Distill Loss 0.009991 LR 0.001000 Time 0.446975 +2023-11-30 22:27:00,618 - Epoch: [8][ 1400/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.001000 Time 0.443532 +2023-11-30 22:27:40,264 - Epoch: [8][ 1500/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.001000 Time 0.440389 +2023-11-30 22:28:29,330 - Epoch: [8][ 1600/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.443526 +2023-11-30 22:29:12,347 - Epoch: [8][ 1700/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.442736 +2023-11-30 22:29:50,037 - Epoch: [8][ 1800/31148] Overall Loss 0.010003 Objective Loss 0.000000 Distill Loss 0.010003 LR 0.001000 Time 0.439073 +2023-11-30 22:30:28,676 - Epoch: [8][ 1900/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.436297 +2023-11-30 22:31:10,303 - Epoch: [8][ 2000/31148] Overall Loss 0.010006 Objective Loss 0.000000 Distill Loss 0.010006 LR 0.001000 Time 0.435291 +2023-11-30 22:31:49,903 - Epoch: [8][ 2100/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.433417 +2023-11-30 22:32:33,108 - Epoch: [8][ 2200/31148] Overall Loss 0.010011 Objective Loss 0.000000 Distill Loss 0.010011 LR 0.001000 Time 0.433352 +2023-11-30 22:33:27,048 - Epoch: [8][ 2300/31148] Overall Loss 0.010016 Objective Loss 0.000000 Distill Loss 0.010016 LR 0.001000 Time 0.437959 +2023-11-30 22:34:14,866 - Epoch: [8][ 2400/31148] Overall Loss 0.010022 Objective Loss 0.000000 Distill Loss 0.010022 LR 0.001000 Time 0.439632 +2023-11-30 22:34:57,949 - Epoch: [8][ 2500/31148] Overall Loss 0.010020 Objective Loss 0.000000 Distill Loss 0.010020 LR 0.001000 Time 0.439277 +2023-11-30 22:35:32,392 - Epoch: [8][ 2600/31148] Overall Loss 0.010022 Objective Loss 0.000000 Distill Loss 0.010022 LR 0.001000 Time 0.435626 +2023-11-30 22:36:12,801 - Epoch: [8][ 2700/31148] Overall Loss 0.010024 Objective Loss 0.000000 Distill Loss 0.010024 LR 0.001000 Time 0.434456 +2023-11-30 22:36:52,241 - Epoch: [8][ 2800/31148] Overall Loss 0.010021 Objective Loss 0.000000 Distill Loss 0.010021 LR 0.001000 Time 0.433022 +2023-11-30 22:37:43,958 - Epoch: [8][ 2900/31148] Overall Loss 0.010024 Objective Loss 0.000000 Distill Loss 0.010024 LR 0.001000 Time 0.435921 +2023-11-30 22:38:24,633 - Epoch: [8][ 3000/31148] Overall Loss 0.010024 Objective Loss 0.000000 Distill Loss 0.010024 LR 0.001000 Time 0.434946 +2023-11-30 22:39:12,499 - Epoch: [8][ 3100/31148] Overall Loss 0.010021 Objective Loss 0.000000 Distill Loss 0.010021 LR 0.001000 Time 0.436354 +2023-11-30 22:39:54,764 - Epoch: [8][ 3200/31148] Overall Loss 0.010022 Objective Loss 0.000000 Distill Loss 0.010022 LR 0.001000 Time 0.435923 +2023-11-30 22:40:38,984 - Epoch: [8][ 3300/31148] Overall Loss 0.010020 Objective Loss 0.000000 Distill Loss 0.010020 LR 0.001000 Time 0.436111 +2023-11-30 22:41:22,600 - Epoch: [8][ 3400/31148] Overall Loss 0.010020 Objective Loss 0.000000 Distill Loss 0.010020 LR 0.001000 Time 0.436110 +2023-11-30 22:42:03,381 - Epoch: [8][ 3500/31148] Overall Loss 0.010017 Objective Loss 0.000000 Distill Loss 0.010017 LR 0.001000 Time 0.435300 +2023-11-30 22:42:55,172 - Epoch: [8][ 3600/31148] Overall Loss 0.010019 Objective Loss 0.000000 Distill Loss 0.010019 LR 0.001000 Time 0.437592 +2023-11-30 22:43:37,367 - Epoch: [8][ 3700/31148] Overall Loss 0.010020 Objective Loss 0.000000 Distill Loss 0.010020 LR 0.001000 Time 0.437167 +2023-11-30 22:44:24,163 - Epoch: [8][ 3800/31148] Overall Loss 0.010020 Objective Loss 0.000000 Distill Loss 0.010020 LR 0.001000 Time 0.437975 +2023-11-30 22:45:10,050 - Epoch: [8][ 3900/31148] Overall Loss 0.010022 Objective Loss 0.000000 Distill Loss 0.010022 LR 0.001000 Time 0.438509 +2023-11-30 22:45:55,312 - Epoch: [8][ 4000/31148] Overall Loss 0.010021 Objective Loss 0.000000 Distill Loss 0.010021 LR 0.001000 Time 0.438860 +2023-11-30 22:46:47,353 - Epoch: [8][ 4100/31148] Overall Loss 0.010023 Objective Loss 0.000000 Distill Loss 0.010023 LR 0.001000 Time 0.440847 +2023-11-30 22:47:30,663 - Epoch: [8][ 4200/31148] Overall Loss 0.010025 Objective Loss 0.000000 Distill Loss 0.010025 LR 0.001000 Time 0.440661 +2023-11-30 22:48:35,435 - Epoch: [8][ 4300/31148] Overall Loss 0.010028 Objective Loss 0.000000 Distill Loss 0.010028 LR 0.001000 Time 0.445474 +2023-11-30 22:49:33,916 - Epoch: [8][ 4400/31148] Overall Loss 0.010025 Objective Loss 0.000000 Distill Loss 0.010025 LR 0.001000 Time 0.448640 +2023-11-30 22:50:22,195 - Epoch: [8][ 4500/31148] Overall Loss 0.010026 Objective Loss 0.000000 Distill Loss 0.010026 LR 0.001000 Time 0.449397 +2023-11-30 22:51:13,824 - Epoch: [8][ 4600/31148] Overall Loss 0.010027 Objective Loss 0.000000 Distill Loss 0.010027 LR 0.001000 Time 0.450849 +2023-11-30 22:52:04,961 - Epoch: [8][ 4700/31148] Overall Loss 0.010027 Objective Loss 0.000000 Distill Loss 0.010027 LR 0.001000 Time 0.452136 +2023-11-30 22:52:48,934 - Epoch: [8][ 4800/31148] Overall Loss 0.010027 Objective Loss 0.000000 Distill Loss 0.010027 LR 0.001000 Time 0.451876 +2023-11-30 22:53:30,560 - Epoch: [8][ 4900/31148] Overall Loss 0.010024 Objective Loss 0.000000 Distill Loss 0.010024 LR 0.001000 Time 0.451147 +2023-11-30 22:54:08,186 - Epoch: [8][ 5000/31148] Overall Loss 0.010027 Objective Loss 0.000000 Distill Loss 0.010027 LR 0.001000 Time 0.449648 +2023-11-30 22:54:49,427 - Epoch: [8][ 5100/31148] Overall Loss 0.010026 Objective Loss 0.000000 Distill Loss 0.010026 LR 0.001000 Time 0.448916 +2023-11-30 22:55:29,598 - Epoch: [8][ 5200/31148] Overall Loss 0.010027 Objective Loss 0.000000 Distill Loss 0.010027 LR 0.001000 Time 0.448007 +2023-11-30 22:56:07,725 - Epoch: [8][ 5300/31148] Overall Loss 0.010026 Objective Loss 0.000000 Distill Loss 0.010026 LR 0.001000 Time 0.446747 +2023-11-30 22:56:55,468 - Epoch: [8][ 5400/31148] Overall Loss 0.010028 Objective Loss 0.000000 Distill Loss 0.010028 LR 0.001000 Time 0.447313 +2023-11-30 22:57:44,813 - Epoch: [8][ 5500/31148] Overall Loss 0.010027 Objective Loss 0.000000 Distill Loss 0.010027 LR 0.001000 Time 0.448151 +2023-11-30 22:58:27,802 - Epoch: [8][ 5600/31148] Overall Loss 0.010026 Objective Loss 0.000000 Distill Loss 0.010026 LR 0.001000 Time 0.447823 +2023-11-30 22:59:12,999 - Epoch: [8][ 5700/31148] Overall Loss 0.010026 Objective Loss 0.000000 Distill Loss 0.010026 LR 0.001000 Time 0.447895 +2023-11-30 23:00:06,603 - Epoch: [8][ 5800/31148] Overall Loss 0.010024 Objective Loss 0.000000 Distill Loss 0.010024 LR 0.001000 Time 0.449413 +2023-11-30 23:00:49,969 - Epoch: [8][ 5900/31148] Overall Loss 0.010020 Objective Loss 0.000000 Distill Loss 0.010020 LR 0.001000 Time 0.449145 +2023-11-30 23:01:37,872 - Epoch: [8][ 6000/31148] Overall Loss 0.010020 Objective Loss 0.000000 Distill Loss 0.010020 LR 0.001000 Time 0.449642 +2023-11-30 23:02:21,377 - Epoch: [8][ 6100/31148] Overall Loss 0.010019 Objective Loss 0.000000 Distill Loss 0.010019 LR 0.001000 Time 0.449401 +2023-11-30 23:03:00,594 - Epoch: [8][ 6200/31148] Overall Loss 0.010017 Objective Loss 0.000000 Distill Loss 0.010017 LR 0.001000 Time 0.448476 +2023-11-30 23:03:39,607 - Epoch: [8][ 6300/31148] Overall Loss 0.010016 Objective Loss 0.000000 Distill Loss 0.010016 LR 0.001000 Time 0.447549 +2023-11-30 23:04:20,225 - Epoch: [8][ 6400/31148] Overall Loss 0.010015 Objective Loss 0.000000 Distill Loss 0.010015 LR 0.001000 Time 0.446901 +2023-11-30 23:05:15,280 - Epoch: [8][ 6500/31148] Overall Loss 0.010013 Objective Loss 0.000000 Distill Loss 0.010013 LR 0.001000 Time 0.448495 +2023-11-30 23:06:11,064 - Epoch: [8][ 6600/31148] Overall Loss 0.010011 Objective Loss 0.000000 Distill Loss 0.010011 LR 0.001000 Time 0.450150 +2023-11-30 23:06:56,246 - Epoch: [8][ 6700/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.450174 +2023-11-30 23:07:38,196 - Epoch: [8][ 6800/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.449722 +2023-11-30 23:08:30,426 - Epoch: [8][ 6900/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.450773 +2023-11-30 23:09:24,480 - Epoch: [8][ 7000/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.452054 +2023-11-30 23:10:08,192 - Epoch: [8][ 7100/31148] Overall Loss 0.010011 Objective Loss 0.000000 Distill Loss 0.010011 LR 0.001000 Time 0.451843 +2023-11-30 23:10:53,145 - Epoch: [8][ 7200/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.451809 +2023-11-30 23:11:54,934 - Epoch: [8][ 7300/31148] Overall Loss 0.010013 Objective Loss 0.000000 Distill Loss 0.010013 LR 0.001000 Time 0.454084 +2023-11-30 23:12:50,778 - Epoch: [8][ 7400/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.455493 +2023-11-30 23:13:53,469 - Epoch: [8][ 7500/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.457778 +2023-11-30 23:14:52,705 - Epoch: [8][ 7600/31148] Overall Loss 0.010012 Objective Loss 0.000000 Distill Loss 0.010012 LR 0.001000 Time 0.459548 +2023-11-30 23:15:48,325 - Epoch: [8][ 7700/31148] Overall Loss 0.010011 Objective Loss 0.000000 Distill Loss 0.010011 LR 0.001000 Time 0.460802 +2023-11-30 23:16:51,166 - Epoch: [8][ 7800/31148] Overall Loss 0.010009 Objective Loss 0.000000 Distill Loss 0.010009 LR 0.001000 Time 0.462950 +2023-11-30 23:17:48,092 - Epoch: [8][ 7900/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.464295 +2023-11-30 23:18:50,591 - Epoch: [8][ 8000/31148] Overall Loss 0.010006 Objective Loss 0.000000 Distill Loss 0.010006 LR 0.001000 Time 0.466303 +2023-11-30 23:19:48,416 - Epoch: [8][ 8100/31148] Overall Loss 0.010007 Objective Loss 0.000000 Distill Loss 0.010007 LR 0.001000 Time 0.467684 +2023-11-30 23:20:51,527 - Epoch: [8][ 8200/31148] Overall Loss 0.010007 Objective Loss 0.000000 Distill Loss 0.010007 LR 0.001000 Time 0.469676 +2023-11-30 23:21:47,627 - Epoch: [8][ 8300/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.470776 +2023-11-30 23:22:33,951 - Epoch: [8][ 8400/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.470685 +2023-11-30 23:23:21,773 - Epoch: [8][ 8500/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.470773 +2023-11-30 23:24:00,742 - Epoch: [8][ 8600/31148] Overall Loss 0.010007 Objective Loss 0.000000 Distill Loss 0.010007 LR 0.001000 Time 0.469829 +2023-11-30 23:24:43,702 - Epoch: [8][ 8700/31148] Overall Loss 0.010009 Objective Loss 0.000000 Distill Loss 0.010009 LR 0.001000 Time 0.469366 +2023-11-30 23:25:20,351 - Epoch: [8][ 8800/31148] Overall Loss 0.010009 Objective Loss 0.000000 Distill Loss 0.010009 LR 0.001000 Time 0.468196 +2023-11-30 23:26:06,850 - Epoch: [8][ 8900/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.468159 +2023-11-30 23:26:55,662 - Epoch: [8][ 9000/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.468380 +2023-11-30 23:27:36,184 - Epoch: [8][ 9100/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.467685 +2023-11-30 23:28:20,015 - Epoch: [8][ 9200/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.467365 +2023-11-30 23:29:07,688 - Epoch: [8][ 9300/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.467465 +2023-11-30 23:30:01,136 - Epoch: [8][ 9400/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.468177 +2023-11-30 23:30:48,054 - Epoch: [8][ 9500/31148] Overall Loss 0.010006 Objective Loss 0.000000 Distill Loss 0.010006 LR 0.001000 Time 0.468187 +2023-11-30 23:31:33,615 - Epoch: [8][ 9600/31148] Overall Loss 0.010007 Objective Loss 0.000000 Distill Loss 0.010007 LR 0.001000 Time 0.468056 +2023-11-30 23:32:13,960 - Epoch: [8][ 9700/31148] Overall Loss 0.010007 Objective Loss 0.000000 Distill Loss 0.010007 LR 0.001000 Time 0.467389 +2023-11-30 23:33:05,509 - Epoch: [8][ 9800/31148] Overall Loss 0.010008 Objective Loss 0.000000 Distill Loss 0.010008 LR 0.001000 Time 0.467879 +2023-11-30 23:33:49,076 - Epoch: [8][ 9900/31148] Overall Loss 0.010007 Objective Loss 0.000000 Distill Loss 0.010007 LR 0.001000 Time 0.467553 +2023-11-30 23:34:26,665 - Epoch: [8][10000/31148] Overall Loss 0.010006 Objective Loss 0.000000 Distill Loss 0.010006 LR 0.001000 Time 0.466636 +2023-11-30 23:35:15,097 - Epoch: [8][10100/31148] Overall Loss 0.010004 Objective Loss 0.000000 Distill Loss 0.010004 LR 0.001000 Time 0.466810 +2023-11-30 23:36:03,195 - Epoch: [8][10200/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.466948 +2023-11-30 23:36:49,316 - Epoch: [8][10300/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.466892 +2023-11-30 23:37:44,049 - Epoch: [8][10400/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.467664 +2023-11-30 23:38:45,929 - Epoch: [8][10500/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.469103 +2023-11-30 23:39:35,994 - Epoch: [8][10600/31148] Overall Loss 0.010006 Objective Loss 0.000000 Distill Loss 0.010006 LR 0.001000 Time 0.469400 +2023-11-30 23:40:23,596 - Epoch: [8][10700/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.469461 +2023-11-30 23:41:09,400 - Epoch: [8][10800/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.469355 +2023-11-30 23:41:54,224 - Epoch: [8][10900/31148] Overall Loss 0.010005 Objective Loss 0.000000 Distill Loss 0.010005 LR 0.001000 Time 0.469160 +2023-11-30 23:42:45,143 - Epoch: [8][11000/31148] Overall Loss 0.010004 Objective Loss 0.000000 Distill Loss 0.010004 LR 0.001000 Time 0.469524 +2023-11-30 23:43:30,179 - Epoch: [8][11100/31148] Overall Loss 0.010003 Objective Loss 0.000000 Distill Loss 0.010003 LR 0.001000 Time 0.469350 +2023-11-30 23:44:11,433 - Epoch: [8][11200/31148] Overall Loss 0.010002 Objective Loss 0.000000 Distill Loss 0.010002 LR 0.001000 Time 0.468843 +2023-11-30 23:44:55,065 - Epoch: [8][11300/31148] Overall Loss 0.010002 Objective Loss 0.000000 Distill Loss 0.010002 LR 0.001000 Time 0.468554 +2023-11-30 23:45:45,988 - Epoch: [8][11400/31148] Overall Loss 0.010003 Objective Loss 0.000000 Distill Loss 0.010003 LR 0.001000 Time 0.468910 +2023-11-30 23:46:37,545 - Epoch: [8][11500/31148] Overall Loss 0.010003 Objective Loss 0.000000 Distill Loss 0.010003 LR 0.001000 Time 0.469315 +2023-11-30 23:47:14,960 - Epoch: [8][11600/31148] Overall Loss 0.010003 Objective Loss 0.000000 Distill Loss 0.010003 LR 0.001000 Time 0.468494 +2023-11-30 23:47:58,329 - Epoch: [8][11700/31148] Overall Loss 0.010001 Objective Loss 0.000000 Distill Loss 0.010001 LR 0.001000 Time 0.468196 +2023-11-30 23:48:39,617 - Epoch: [8][11800/31148] Overall Loss 0.010001 Objective Loss 0.000000 Distill Loss 0.010001 LR 0.001000 Time 0.467727 +2023-11-30 23:49:08,956 - Epoch: [8][11900/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.466261 +2023-11-30 23:49:38,325 - Epoch: [8][12000/31148] Overall Loss 0.010001 Objective Loss 0.000000 Distill Loss 0.010001 LR 0.001000 Time 0.464823 +2023-11-30 23:50:07,705 - Epoch: [8][12100/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.463409 +2023-11-30 23:50:48,641 - Epoch: [8][12200/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.462966 +2023-11-30 23:51:42,792 - Epoch: [8][12300/31148] Overall Loss 0.009999 Objective Loss 0.000000 Distill Loss 0.009999 LR 0.001000 Time 0.463604 +2023-11-30 23:52:36,906 - Epoch: [8][12400/31148] Overall Loss 0.009999 Objective Loss 0.000000 Distill Loss 0.009999 LR 0.001000 Time 0.464229 +2023-11-30 23:53:17,078 - Epoch: [8][12500/31148] Overall Loss 0.009999 Objective Loss 0.000000 Distill Loss 0.009999 LR 0.001000 Time 0.463729 +2023-11-30 23:53:57,092 - Epoch: [8][12600/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.463224 +2023-11-30 23:54:51,183 - Epoch: [8][12700/31148] Overall Loss 0.009999 Objective Loss 0.000000 Distill Loss 0.009999 LR 0.001000 Time 0.463835 +2023-11-30 23:55:47,094 - Epoch: [8][12800/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.464579 +2023-11-30 23:56:43,979 - Epoch: [8][12900/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.465387 +2023-11-30 23:57:41,977 - Epoch: [8][13000/31148] Overall Loss 0.009999 Objective Loss 0.000000 Distill Loss 0.009999 LR 0.001000 Time 0.466268 +2023-11-30 23:58:40,826 - Epoch: [8][13100/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.467200 +2023-11-30 23:59:45,175 - Epoch: [8][13200/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.468535 +2023-12-01 00:00:40,809 - Epoch: [8][13300/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.469195 +2023-12-01 00:01:42,584 - Epoch: [8][13400/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.470303 +2023-12-01 00:02:43,588 - Epoch: [8][13500/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.471338 +2023-12-01 00:03:47,492 - Epoch: [8][13600/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.472570 +2023-12-01 00:04:38,866 - Epoch: [8][13700/31148] Overall Loss 0.010001 Objective Loss 0.000000 Distill Loss 0.010001 LR 0.001000 Time 0.472870 +2023-12-01 00:05:16,018 - Epoch: [8][13800/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.472135 +2023-12-01 00:05:55,925 - Epoch: [8][13900/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.471609 +2023-12-01 00:06:35,845 - Epoch: [8][14000/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.471091 +2023-12-01 00:07:28,357 - Epoch: [8][14100/31148] Overall Loss 0.010000 Objective Loss 0.000000 Distill Loss 0.010000 LR 0.001000 Time 0.471474 +2023-12-01 00:08:21,684 - Epoch: [8][14200/31148] Overall Loss 0.009999 Objective Loss 0.000000 Distill Loss 0.009999 LR 0.001000 Time 0.471909 +2023-12-01 00:09:21,851 - Epoch: [8][14300/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.472816 +2023-12-01 00:10:15,603 - Epoch: [8][14400/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.473264 +2023-12-01 00:11:20,050 - Epoch: [8][14500/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.474445 +2023-12-01 00:12:00,163 - Epoch: [8][14600/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.473942 +2023-12-01 00:12:50,763 - Epoch: [8][14700/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.001000 Time 0.474160 +2023-12-01 00:13:34,670 - Epoch: [8][14800/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.473922 +2023-12-01 00:14:28,472 - Epoch: [8][14900/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474352 +2023-12-01 00:15:14,992 - Epoch: [8][15000/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474290 +2023-12-01 00:16:01,820 - Epoch: [8][15100/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474250 +2023-12-01 00:16:39,489 - Epoch: [8][15200/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.473608 +2023-12-01 00:17:33,362 - Epoch: [8][15300/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.474033 +2023-12-01 00:18:32,557 - Epoch: [8][15400/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.474798 +2023-12-01 00:19:17,178 - Epoch: [8][15500/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.001000 Time 0.474613 +2023-12-01 00:20:01,868 - Epoch: [8][15600/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474435 +2023-12-01 00:20:41,092 - Epoch: [8][15700/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.473911 +2023-12-01 00:21:34,941 - Epoch: [8][15800/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474319 +2023-12-01 00:22:18,501 - Epoch: [8][15900/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474075 +2023-12-01 00:23:11,387 - Epoch: [8][16000/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474417 +2023-12-01 00:23:56,329 - Epoch: [8][16100/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474261 +2023-12-01 00:24:32,027 - Epoch: [8][16200/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.473537 +2023-12-01 00:25:29,762 - Epoch: [8][16300/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.001000 Time 0.474173 +2023-12-01 00:26:15,343 - Epoch: [8][16400/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.001000 Time 0.474061 +2023-12-01 00:26:57,020 - Epoch: [8][16500/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.001000 Time 0.473713 +2023-12-01 00:27:46,509 - Epoch: [8][16600/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.001000 Time 0.473840 +2023-12-01 00:28:33,378 - Epoch: [8][16700/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.001000 Time 0.473809 +2023-12-01 00:29:14,587 - Epoch: [8][16800/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.001000 Time 0.473441 +2023-12-01 00:30:00,881 - Epoch: [8][16900/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.001000 Time 0.473379 +2023-12-01 00:30:49,414 - Epoch: [8][17000/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.001000 Time 0.473449 +2023-12-01 00:31:32,958 - Epoch: [8][17100/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.001000 Time 0.473226 +2023-12-01 00:32:22,129 - Epoch: [8][17200/31148] Overall Loss 0.009994 Objective Loss 0.000000 Distill Loss 0.009994 LR 0.001000 Time 0.473333 +2023-12-01 00:33:09,408 - Epoch: [8][17300/31148] Overall Loss 0.009994 Objective Loss 0.000000 Distill Loss 0.009994 LR 0.001000 Time 0.473329 +2023-12-01 00:33:54,391 - Epoch: [8][17400/31148] Overall Loss 0.009994 Objective Loss 0.000000 Distill Loss 0.009994 LR 0.001000 Time 0.473194 +2023-12-01 00:34:42,772 - Epoch: [8][17500/31148] Overall Loss 0.009993 Objective Loss 0.000000 Distill Loss 0.009993 LR 0.001000 Time 0.473254 +2023-12-01 00:35:36,076 - Epoch: [8][17600/31148] Overall Loss 0.009993 Objective Loss 0.000000 Distill Loss 0.009993 LR 0.001000 Time 0.473593 +2023-12-01 00:36:20,031 - Epoch: [8][17700/31148] Overall Loss 0.009992 Objective Loss 0.000000 Distill Loss 0.009992 LR 0.001000 Time 0.473401 +2023-12-01 00:37:07,062 - Epoch: [8][17800/31148] Overall Loss 0.009992 Objective Loss 0.000000 Distill Loss 0.009992 LR 0.001000 Time 0.473383 +2023-12-01 00:38:07,900 - Epoch: [8][17900/31148] Overall Loss 0.009992 Objective Loss 0.000000 Distill Loss 0.009992 LR 0.001000 Time 0.474137 +2023-12-01 00:38:51,128 - Epoch: [8][18000/31148] Overall Loss 0.009992 Objective Loss 0.000000 Distill Loss 0.009992 LR 0.001000 Time 0.473904 +2023-12-01 00:39:46,895 - Epoch: [8][18100/31148] Overall Loss 0.009991 Objective Loss 0.000000 Distill Loss 0.009991 LR 0.001000 Time 0.474366 +2023-12-01 00:40:35,379 - Epoch: [8][18200/31148] Overall Loss 0.009991 Objective Loss 0.000000 Distill Loss 0.009991 LR 0.001000 Time 0.474423 +2023-12-01 00:41:27,101 - Epoch: [8][18300/31148] Overall Loss 0.009991 Objective Loss 0.000000 Distill Loss 0.009991 LR 0.001000 Time 0.474656 +2023-12-01 00:42:15,672 - Epoch: [8][18400/31148] Overall Loss 0.009992 Objective Loss 0.000000 Distill Loss 0.009992 LR 0.001000 Time 0.474716 +2023-12-01 00:43:05,368 - Epoch: [8][18500/31148] Overall Loss 0.009991 Objective Loss 0.000000 Distill Loss 0.009991 LR 0.001000 Time 0.474836 +2023-12-01 00:43:54,191 - Epoch: [8][18600/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474907 +2023-12-01 00:44:36,606 - Epoch: [8][18700/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474636 +2023-12-01 00:45:22,307 - Epoch: [8][18800/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474541 +2023-12-01 00:46:06,119 - Epoch: [8][18900/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474348 +2023-12-01 00:46:55,890 - Epoch: [8][19000/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474471 +2023-12-01 00:47:44,417 - Epoch: [8][19100/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.474527 +2023-12-01 00:48:31,721 - Epoch: [8][19200/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.474519 +2023-12-01 00:49:17,917 - Epoch: [8][19300/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.474453 +2023-12-01 00:50:07,011 - Epoch: [8][19400/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474538 +2023-12-01 00:50:51,861 - Epoch: [8][19500/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474404 +2023-12-01 00:51:34,482 - Epoch: [8][19600/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474158 +2023-12-01 00:52:22,305 - Epoch: [8][19700/31148] Overall Loss 0.009990 Objective Loss 0.000000 Distill Loss 0.009990 LR 0.001000 Time 0.474178 +2023-12-01 00:53:05,780 - Epoch: [8][19800/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.473979 +2023-12-01 00:53:47,640 - Epoch: [8][19900/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.473700 +2023-12-01 00:54:32,811 - Epoch: [8][20000/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.473590 +2023-12-01 00:55:19,458 - Epoch: [8][20100/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.473554 +2023-12-01 00:56:10,814 - Epoch: [8][20200/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.473752 +2023-12-01 00:56:53,340 - Epoch: [8][20300/31148] Overall Loss 0.009989 Objective Loss 0.000000 Distill Loss 0.009989 LR 0.001000 Time 0.473512 +2023-12-01 00:57:37,937 - Epoch: [8][20400/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.473377 +2023-12-01 00:58:21,623 - Epoch: [8][20500/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.473199 +2023-12-01 00:58:57,769 - Epoch: [8][20600/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.472656 +2023-12-01 00:59:50,835 - Epoch: [8][20700/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.472936 +2023-12-01 01:00:39,931 - Epoch: [8][20800/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.473022 +2023-12-01 01:01:25,802 - Epoch: [8][20900/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.472953 +2023-12-01 01:02:21,223 - Epoch: [8][21000/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473340 +2023-12-01 01:03:08,609 - Epoch: [8][21100/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.473342 +2023-12-01 01:04:00,075 - Epoch: [8][21200/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.001000 Time 0.473536 +2023-12-01 01:04:42,210 - Epoch: [8][21300/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473291 +2023-12-01 01:05:36,000 - Epoch: [8][21400/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473593 +2023-12-01 01:06:29,478 - Epoch: [8][21500/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473877 +2023-12-01 01:07:16,775 - Epoch: [8][21600/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473872 +2023-12-01 01:08:01,643 - Epoch: [8][21700/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473756 +2023-12-01 01:08:47,612 - Epoch: [8][21800/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473691 +2023-12-01 01:09:30,444 - Epoch: [8][21900/31148] Overall Loss 0.009986 Objective Loss 0.000000 Distill Loss 0.009986 LR 0.001000 Time 0.473483 +2023-12-01 01:10:18,358 - Epoch: [8][22000/31148] Overall Loss 0.009986 Objective Loss 0.000000 Distill Loss 0.009986 LR 0.001000 Time 0.473509 +2023-12-01 01:10:58,349 - Epoch: [8][22100/31148] Overall Loss 0.009987 Objective Loss 0.000000 Distill Loss 0.009987 LR 0.001000 Time 0.473175 +2023-12-01 01:11:49,115 - Epoch: [8][22200/31148] Overall Loss 0.009986 Objective Loss 0.000000 Distill Loss 0.009986 LR 0.001000 Time 0.473330 +2023-12-01 01:12:36,170 - Epoch: [8][22300/31148] Overall Loss 0.009986 Objective Loss 0.000000 Distill Loss 0.009986 LR 0.001000 Time 0.473318 +2023-12-01 01:13:21,874 - Epoch: [8][22400/31148] Overall Loss 0.009986 Objective Loss 0.000000 Distill Loss 0.009986 LR 0.001000 Time 0.473245 +2023-12-01 01:14:15,172 - Epoch: [8][22500/31148] Overall Loss 0.009985 Objective Loss 0.000000 Distill Loss 0.009985 LR 0.001000 Time 0.473510 +2023-12-01 01:15:04,231 - Epoch: [8][22600/31148] Overall Loss 0.009985 Objective Loss 0.000000 Distill Loss 0.009985 LR 0.001000 Time 0.473585 +2023-12-01 01:15:48,349 - Epoch: [8][22700/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.473442 +2023-12-01 01:16:30,571 - Epoch: [8][22800/31148] Overall Loss 0.009985 Objective Loss 0.000000 Distill Loss 0.009985 LR 0.001000 Time 0.473217 +2023-12-01 01:17:11,851 - Epoch: [8][22900/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.472953 +2023-12-01 01:18:02,101 - Epoch: [8][23000/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.473081 +2023-12-01 01:18:52,229 - Epoch: [8][23100/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.473203 +2023-12-01 01:19:32,450 - Epoch: [8][23200/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.472897 +2023-12-01 01:20:29,166 - Epoch: [8][23300/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.473301 +2023-12-01 01:21:12,511 - Epoch: [8][23400/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.473130 +2023-12-01 01:21:56,814 - Epoch: [8][23500/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.473002 +2023-12-01 01:22:41,731 - Epoch: [8][23600/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.472901 +2023-12-01 01:23:21,143 - Epoch: [8][23700/31148] Overall Loss 0.009984 Objective Loss 0.000000 Distill Loss 0.009984 LR 0.001000 Time 0.472568 +2023-12-01 01:24:03,791 - Epoch: [8][23800/31148] Overall Loss 0.009983 Objective Loss 0.000000 Distill Loss 0.009983 LR 0.001000 Time 0.472374 +2023-12-01 01:24:55,027 - Epoch: [8][23900/31148] Overall Loss 0.009983 Objective Loss 0.000000 Distill Loss 0.009983 LR 0.001000 Time 0.472541 +2023-12-01 01:25:38,452 - Epoch: [8][24000/31148] Overall Loss 0.009983 Objective Loss 0.000000 Distill Loss 0.009983 LR 0.001000 Time 0.472381 +2023-12-01 01:26:19,142 - Epoch: [8][24100/31148] Overall Loss 0.009983 Objective Loss 0.000000 Distill Loss 0.009983 LR 0.001000 Time 0.472109 +2023-12-01 01:26:57,912 - Epoch: [8][24200/31148] Overall Loss 0.009983 Objective Loss 0.000000 Distill Loss 0.009983 LR 0.001000 Time 0.471760 +2023-12-01 01:27:42,515 - Epoch: [8][24300/31148] Overall Loss 0.009982 Objective Loss 0.000000 Distill Loss 0.009982 LR 0.001000 Time 0.471654 +2023-12-01 01:28:18,565 - Epoch: [8][24400/31148] Overall Loss 0.009982 Objective Loss 0.000000 Distill Loss 0.009982 LR 0.001000 Time 0.471198 +2023-12-01 01:29:17,407 - Epoch: [8][24500/31148] Overall Loss 0.009982 Objective Loss 0.000000 Distill Loss 0.009982 LR 0.001000 Time 0.471676 +2023-12-01 01:29:58,926 - Epoch: [8][24600/31148] Overall Loss 0.009982 Objective Loss 0.000000 Distill Loss 0.009982 LR 0.001000 Time 0.471446 +2023-12-01 01:30:42,189 - Epoch: [8][24700/31148] Overall Loss 0.009982 Objective Loss 0.000000 Distill Loss 0.009982 LR 0.001000 Time 0.471289 +2023-12-01 01:31:23,890 - Epoch: [8][24800/31148] Overall Loss 0.009982 Objective Loss 0.000000 Distill Loss 0.009982 LR 0.001000 Time 0.471070 +2023-12-01 01:32:30,381 - Epoch: [8][24900/31148] Overall Loss 0.009982 Objective Loss 0.000000 Distill Loss 0.009982 LR 0.001000 Time 0.471848 +2023-12-01 01:33:15,494 - Epoch: [8][25000/31148] Overall Loss 0.009981 Objective Loss 0.000000 Distill Loss 0.009981 LR 0.001000 Time 0.471765 +2023-12-01 01:34:12,792 - Epoch: [8][25100/31148] Overall Loss 0.009981 Objective Loss 0.000000 Distill Loss 0.009981 LR 0.001000 Time 0.472168 +2023-12-01 01:34:56,298 - Epoch: [8][25200/31148] Overall Loss 0.009981 Objective Loss 0.000000 Distill Loss 0.009981 LR 0.001000 Time 0.472020 +2023-12-01 01:35:34,079 - Epoch: [8][25300/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.471647 +2023-12-01 01:36:16,852 - Epoch: [8][25400/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.471474 +2023-12-01 01:37:09,315 - Epoch: [8][25500/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.471682 +2023-12-01 01:37:57,929 - Epoch: [8][25600/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.471739 +2023-12-01 01:38:38,616 - Epoch: [8][25700/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.471486 +2023-12-01 01:39:26,502 - Epoch: [8][25800/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.471514 +2023-12-01 01:40:10,125 - Epoch: [8][25900/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.471378 +2023-12-01 01:40:45,477 - Epoch: [8][26000/31148] Overall Loss 0.009980 Objective Loss 0.000000 Distill Loss 0.009980 LR 0.001000 Time 0.470924 +2023-12-01 01:41:40,637 - Epoch: [8][26100/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.471233 +2023-12-01 01:42:17,626 - Epoch: [8][26200/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470846 +2023-12-01 01:43:03,260 - Epoch: [8][26300/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470790 +2023-12-01 01:43:46,354 - Epoch: [8][26400/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470639 +2023-12-01 01:44:29,382 - Epoch: [8][26500/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470487 +2023-12-01 01:45:08,900 - Epoch: [8][26600/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470203 +2023-12-01 01:46:02,678 - Epoch: [8][26700/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470456 +2023-12-01 01:46:49,849 - Epoch: [8][26800/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470460 +2023-12-01 01:47:38,154 - Epoch: [8][26900/31148] Overall Loss 0.009979 Objective Loss 0.000000 Distill Loss 0.009979 LR 0.001000 Time 0.470507 +2023-12-01 01:48:32,998 - Epoch: [8][27000/31148] Overall Loss 0.009978 Objective Loss 0.000000 Distill Loss 0.009978 LR 0.001000 Time 0.470795 +2023-12-01 01:49:19,967 - Epoch: [8][27100/31148] Overall Loss 0.009978 Objective Loss 0.000000 Distill Loss 0.009978 LR 0.001000 Time 0.470791 +2023-12-01 01:50:07,590 - Epoch: [8][27200/31148] Overall Loss 0.009978 Objective Loss 0.000000 Distill Loss 0.009978 LR 0.001000 Time 0.470811 +2023-12-01 01:50:46,716 - Epoch: [8][27300/31148] Overall Loss 0.009978 Objective Loss 0.000000 Distill Loss 0.009978 LR 0.001000 Time 0.470519 +2023-12-01 01:51:32,129 - Epoch: [8][27400/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.001000 Time 0.470459 +2023-12-01 01:52:18,502 - Epoch: [8][27500/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.001000 Time 0.470434 +2023-12-01 01:53:06,521 - Epoch: [8][27600/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.001000 Time 0.470469 +2023-12-01 01:53:52,046 - Epoch: [8][27700/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.001000 Time 0.470414 +2023-12-01 01:54:30,917 - Epoch: [8][27800/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.001000 Time 0.470120 +2023-12-01 01:55:15,941 - Epoch: [8][27900/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.001000 Time 0.470048 +2023-12-01 01:55:57,830 - Epoch: [8][28000/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.001000 Time 0.469865 +2023-12-01 01:56:46,092 - Epoch: [8][28100/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.469910 +2023-12-01 01:57:30,695 - Epoch: [8][28200/31148] Overall Loss 0.009975 Objective Loss 0.000000 Distill Loss 0.009975 LR 0.001000 Time 0.469825 +2023-12-01 01:58:13,768 - Epoch: [8][28300/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.469687 +2023-12-01 01:59:02,888 - Epoch: [8][28400/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.469762 +2023-12-01 01:59:44,203 - Epoch: [8][28500/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.469564 +2023-12-01 02:00:24,879 - Epoch: [8][28600/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.469344 +2023-12-01 02:01:00,794 - Epoch: [8][28700/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.468960 +2023-12-01 02:01:53,217 - Epoch: [8][28800/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.469151 +2023-12-01 02:02:31,494 - Epoch: [8][28900/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.468852 +2023-12-01 02:03:12,028 - Epoch: [8][29000/31148] Overall Loss 0.009976 Objective Loss 0.000000 Distill Loss 0.009976 LR 0.001000 Time 0.468633 +2023-12-01 02:03:52,268 - Epoch: [8][29100/31148] Overall Loss 0.009975 Objective Loss 0.000000 Distill Loss 0.009975 LR 0.001000 Time 0.468405 +2023-12-01 02:04:41,748 - Epoch: [8][29200/31148] Overall Loss 0.009975 Objective Loss 0.000000 Distill Loss 0.009975 LR 0.001000 Time 0.468495 +2023-12-01 02:05:30,865 - Epoch: [8][29300/31148] Overall Loss 0.009975 Objective Loss 0.000000 Distill Loss 0.009975 LR 0.001000 Time 0.468572 +2023-12-01 02:06:06,475 - Epoch: [8][29400/31148] Overall Loss 0.009975 Objective Loss 0.000000 Distill Loss 0.009975 LR 0.001000 Time 0.468189 +2023-12-01 02:06:55,242 - Epoch: [8][29500/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468255 +2023-12-01 02:07:42,939 - Epoch: [8][29600/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468284 +2023-12-01 02:08:21,041 - Epoch: [8][29700/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.467990 +2023-12-01 02:09:15,321 - Epoch: [8][29800/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468241 +2023-12-01 02:09:56,027 - Epoch: [8][29900/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468036 +2023-12-01 02:10:46,029 - Epoch: [8][30000/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468142 +2023-12-01 02:11:34,121 - Epoch: [8][30100/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468185 +2023-12-01 02:12:15,902 - Epoch: [8][30200/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468018 +2023-12-01 02:13:05,962 - Epoch: [8][30300/31148] Overall Loss 0.009974 Objective Loss 0.000000 Distill Loss 0.009974 LR 0.001000 Time 0.468125 +2023-12-01 02:13:48,392 - Epoch: [8][30400/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.467980 +2023-12-01 02:14:35,202 - Epoch: [8][30500/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.467981 +2023-12-01 02:15:28,395 - Epoch: [8][30600/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.468189 +2023-12-01 02:16:10,268 - Epoch: [8][30700/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.468028 +2023-12-01 02:16:55,736 - Epoch: [8][30800/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.467984 +2023-12-01 02:17:41,807 - Epoch: [8][30900/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.467961 +2023-12-01 02:18:19,586 - Epoch: [8][31000/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.467669 +2023-12-01 02:19:03,322 - Epoch: [8][31100/31148] Overall Loss 0.009973 Objective Loss 0.000000 Distill Loss 0.009973 LR 0.001000 Time 0.467572 +2023-12-01 02:19:21,926 - Epoch: [8][31148/31148] Overall Loss 0.009972 Objective Loss 0.000000 Distill Loss 0.009972 LR 0.001000 Time 0.467448 +2023-12-01 02:19:22,800 - --- validate (epoch=8)----------- +2023-12-01 02:19:22,800 - 167951 samples (100 per mini-batch) +2023-12-01 02:19:50,244 - Epoch: [8][ 100/ 1680] Loss 0.000000 Overall Loss 0.010728 +2023-12-01 02:20:10,262 - Epoch: [8][ 200/ 1680] Loss 0.000000 Overall Loss 0.010673 +2023-12-01 02:20:30,248 - Epoch: [8][ 300/ 1680] Loss 0.000000 Overall Loss 0.010691 +2023-12-01 02:20:50,256 - Epoch: [8][ 400/ 1680] Loss 0.000000 Overall Loss 0.010696 +2023-12-01 02:21:10,270 - Epoch: [8][ 500/ 1680] Loss 0.000000 Overall Loss 0.010692 +2023-12-01 02:21:30,216 - Epoch: [8][ 600/ 1680] Loss 0.000000 Overall Loss 0.010696 +2023-12-01 02:21:50,220 - Epoch: [8][ 700/ 1680] Loss 0.000000 Overall Loss 0.010698 +2023-12-01 02:22:10,215 - Epoch: [8][ 800/ 1680] Loss 0.000000 Overall Loss 0.010697 +2023-12-01 02:22:30,218 - Epoch: [8][ 900/ 1680] Loss 0.000000 Overall Loss 0.010699 +2023-12-01 02:22:50,206 - Epoch: [8][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010702 +2023-12-01 02:23:10,253 - Epoch: [8][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010705 +2023-12-01 02:23:30,254 - Epoch: [8][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010704 +2023-12-01 02:23:50,329 - Epoch: [8][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010700 +2023-12-01 02:24:10,370 - Epoch: [8][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010703 +2023-12-01 02:24:30,385 - Epoch: [8][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010706 +2023-12-01 02:24:50,329 - Epoch: [8][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010706 +2023-12-01 02:25:06,233 - Epoch: [8][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010703 +2023-12-01 02:25:06,732 - ==> Overall Loss: 0.011 + +2023-12-01 02:25:06,741 - ==> Best [Overall Loss: 0.010703 on epoch: 8] +2023-12-01 02:25:06,741 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-01 02:25:06,800 - + +2023-12-01 02:25:06,800 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-01 02:26:05,087 - Epoch: [9][ 100/31148] Overall Loss 0.009882 Objective Loss 0.000000 Distill Loss 0.009882 LR 0.001000 Time 0.582771 +2023-12-01 02:26:50,862 - Epoch: [9][ 200/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.520225 +2023-12-01 02:27:35,830 - Epoch: [9][ 300/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.001000 Time 0.496689 +2023-12-01 02:28:26,685 - Epoch: [9][ 400/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.499634 +2023-12-01 02:29:10,966 - Epoch: [9][ 500/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.488255 +2023-12-01 02:29:54,057 - Epoch: [9][ 600/31148] Overall Loss 0.009846 Objective Loss 0.000000 Distill Loss 0.009846 LR 0.001000 Time 0.478684 +2023-12-01 02:30:37,357 - Epoch: [9][ 700/31148] Overall Loss 0.009860 Objective Loss 0.000000 Distill Loss 0.009860 LR 0.001000 Time 0.472147 +2023-12-01 02:31:25,221 - Epoch: [9][ 800/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.001000 Time 0.472948 +2023-12-01 02:32:07,893 - Epoch: [9][ 900/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.467804 +2023-12-01 02:32:55,521 - Epoch: [9][ 1000/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.468643 +2023-12-01 02:33:32,817 - Epoch: [9][ 1100/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.459939 +2023-12-01 02:34:28,593 - Epoch: [9][ 1200/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.001000 Time 0.468085 +2023-12-01 02:35:17,359 - Epoch: [9][ 1300/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.469585 +2023-12-01 02:36:06,491 - Epoch: [9][ 1400/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.471132 +2023-12-01 02:36:44,732 - Epoch: [9][ 1500/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.465213 +2023-12-01 02:37:21,803 - Epoch: [9][ 1600/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.001000 Time 0.459301 +2023-12-01 02:37:58,787 - Epoch: [9][ 1700/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.454035 +2023-12-01 02:38:36,520 - Epoch: [9][ 1800/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.001000 Time 0.449770 +2023-12-01 02:39:19,593 - Epoch: [9][ 1900/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.448764 +2023-12-01 02:40:01,823 - Epoch: [9][ 2000/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.447437 +2023-12-01 02:40:40,728 - Epoch: [9][ 2100/31148] Overall Loss 0.009882 Objective Loss 0.000000 Distill Loss 0.009882 LR 0.001000 Time 0.444653 +2023-12-01 02:41:19,290 - Epoch: [9][ 2200/31148] Overall Loss 0.009880 Objective Loss 0.000000 Distill Loss 0.009880 LR 0.001000 Time 0.441967 +2023-12-01 02:42:00,700 - Epoch: [9][ 2300/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.001000 Time 0.440752 +2023-12-01 02:42:49,366 - Epoch: [9][ 2400/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.001000 Time 0.442661 +2023-12-01 02:43:24,370 - Epoch: [9][ 2500/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.001000 Time 0.438954 +2023-12-01 02:44:11,002 - Epoch: [9][ 2600/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.001000 Time 0.440004 +2023-12-01 02:44:57,152 - Epoch: [9][ 2700/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.001000 Time 0.440797 +2023-12-01 02:45:37,928 - Epoch: [9][ 2800/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.001000 Time 0.439615 +2023-12-01 02:46:21,196 - Epoch: [9][ 2900/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.001000 Time 0.439373 +2023-12-01 02:47:09,833 - Epoch: [9][ 3000/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.440937 +2023-12-01 02:48:07,283 - Epoch: [9][ 3100/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.445243 +2023-12-01 02:48:58,097 - Epoch: [9][ 3200/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.001000 Time 0.447206 +2023-12-01 02:49:33,902 - Epoch: [9][ 3300/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.444502 +2023-12-01 02:50:19,144 - Epoch: [9][ 3400/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.444733 +2023-12-01 02:51:07,661 - Epoch: [9][ 3500/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.445887 +2023-12-01 02:51:45,472 - Epoch: [9][ 3600/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.001000 Time 0.444002 +2023-12-01 02:52:24,460 - Epoch: [9][ 3700/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.001000 Time 0.442537 +2023-12-01 02:53:15,061 - Epoch: [9][ 3800/31148] Overall Loss 0.009891 Objective Loss 0.000000 Distill Loss 0.009891 LR 0.001000 Time 0.444205 +2023-12-01 02:53:54,802 - Epoch: [9][ 3900/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.001000 Time 0.443004 +2023-12-01 02:54:44,091 - Epoch: [9][ 4000/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.001000 Time 0.444249 +2023-12-01 02:55:19,191 - Epoch: [9][ 4100/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.001000 Time 0.441972 +2023-12-01 02:55:57,970 - Epoch: [9][ 4200/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.001000 Time 0.440680 +2023-12-01 02:56:35,238 - Epoch: [9][ 4300/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.001000 Time 0.439097 +2023-12-01 02:57:13,246 - Epoch: [9][ 4400/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.001000 Time 0.437754 +2023-12-01 02:57:53,547 - Epoch: [9][ 4500/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.001000 Time 0.436981 +2023-12-01 02:58:30,610 - Epoch: [9][ 4600/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.001000 Time 0.435536 +2023-12-01 02:59:16,276 - Epoch: [9][ 4700/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.001000 Time 0.435984 +2023-12-01 03:00:03,056 - Epoch: [9][ 4800/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.001000 Time 0.436646 +2023-12-01 03:00:51,506 - Epoch: [9][ 4900/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.001000 Time 0.437621 +2023-12-01 03:01:29,066 - Epoch: [9][ 5000/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.001000 Time 0.436379 +2023-12-01 03:02:16,696 - Epoch: [9][ 5100/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.001000 Time 0.437160 +2023-12-01 03:03:03,972 - Epoch: [9][ 5200/31148] Overall Loss 0.009898 Objective Loss 0.000000 Distill Loss 0.009898 LR 0.001000 Time 0.437843 +2023-12-01 03:03:44,166 - Epoch: [9][ 5300/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.001000 Time 0.437165 +2023-12-01 03:04:24,559 - Epoch: [9][ 5400/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.001000 Time 0.436548 +2023-12-01 03:05:04,703 - Epoch: [9][ 5500/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.001000 Time 0.435908 +2023-12-01 03:05:54,013 - Epoch: [9][ 5600/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.001000 Time 0.436928 +2023-12-01 03:06:37,028 - Epoch: [9][ 5700/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.001000 Time 0.436808 +2023-12-01 03:07:17,409 - Epoch: [9][ 5800/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.001000 Time 0.436238 +2023-12-01 03:07:54,075 - Epoch: [9][ 5900/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.001000 Time 0.435057 +2023-12-01 03:08:39,997 - Epoch: [9][ 6000/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.001000 Time 0.435459 +2023-12-01 03:09:20,319 - Epoch: [9][ 6100/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.001000 Time 0.434929 +2023-12-01 03:10:01,349 - Epoch: [9][ 6200/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.001000 Time 0.434530 +2023-12-01 03:10:49,062 - Epoch: [9][ 6300/31148] Overall Loss 0.009891 Objective Loss 0.000000 Distill Loss 0.009891 LR 0.001000 Time 0.435205 +2023-12-01 03:11:28,122 - Epoch: [9][ 6400/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.001000 Time 0.434508 +2023-12-01 03:12:22,326 - Epoch: [9][ 6500/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.001000 Time 0.436161 +2023-12-01 03:13:03,803 - Epoch: [9][ 6600/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.001000 Time 0.435836 +2023-12-01 03:13:46,356 - Epoch: [9][ 6700/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.001000 Time 0.435680 +2023-12-01 03:14:20,784 - Epoch: [9][ 6800/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.001000 Time 0.434335 +2023-12-01 03:15:02,921 - Epoch: [9][ 6900/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.001000 Time 0.434146 +2023-12-01 03:15:41,864 - Epoch: [9][ 7000/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.001000 Time 0.433506 +2023-12-01 03:16:31,692 - Epoch: [9][ 7100/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.001000 Time 0.434417 +2023-12-01 03:17:18,633 - Epoch: [9][ 7200/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.001000 Time 0.434902 +2023-12-01 03:18:01,459 - Epoch: [9][ 7300/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.001000 Time 0.434810 +2023-12-01 03:18:47,463 - Epoch: [9][ 7400/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.001000 Time 0.435150 +2023-12-01 03:19:33,091 - Epoch: [9][ 7500/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.001000 Time 0.435431 +2023-12-01 03:20:06,929 - Epoch: [9][ 7600/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.001000 Time 0.434153 +2023-12-01 03:20:52,390 - Epoch: [9][ 7700/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.001000 Time 0.434417 +2023-12-01 03:21:23,606 - Epoch: [9][ 7800/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.001000 Time 0.432849 +2023-12-01 03:21:52,257 - Epoch: [9][ 7900/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.001000 Time 0.430996 +2023-12-01 03:22:19,173 - Epoch: [9][ 8000/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.428973 +2023-12-01 03:22:46,492 - Epoch: [9][ 8100/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.001000 Time 0.427049 +2023-12-01 03:23:14,382 - Epoch: [9][ 8200/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.425242 +2023-12-01 03:23:42,420 - Epoch: [9][ 8300/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.423496 +2023-12-01 03:24:09,832 - Epoch: [9][ 8400/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.421717 +2023-12-01 03:24:38,983 - Epoch: [9][ 8500/31148] Overall Loss 0.009883 Objective Loss 0.000000 Distill Loss 0.009883 LR 0.001000 Time 0.420185 +2023-12-01 03:25:07,094 - Epoch: [9][ 8600/31148] Overall Loss 0.009882 Objective Loss 0.000000 Distill Loss 0.009882 LR 0.001000 Time 0.418567 +2023-12-01 03:25:33,760 - Epoch: [9][ 8700/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.416820 +2023-12-01 03:26:01,685 - Epoch: [9][ 8800/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.415257 +2023-12-01 03:26:28,658 - Epoch: [9][ 8900/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.413621 +2023-12-01 03:27:11,135 - Epoch: [9][ 9000/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.413744 +2023-12-01 03:27:55,413 - Epoch: [9][ 9100/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.414062 +2023-12-01 03:28:36,167 - Epoch: [9][ 9200/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.413991 +2023-12-01 03:29:22,598 - Epoch: [9][ 9300/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.414531 +2023-12-01 03:30:03,604 - Epoch: [9][ 9400/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.414483 +2023-12-01 03:30:51,408 - Epoch: [9][ 9500/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.415151 +2023-12-01 03:31:36,250 - Epoch: [9][ 9600/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.415497 +2023-12-01 03:32:24,535 - Epoch: [9][ 9700/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.416190 +2023-12-01 03:33:09,122 - Epoch: [9][ 9800/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.001000 Time 0.416492 +2023-12-01 03:33:58,002 - Epoch: [9][ 9900/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.001000 Time 0.417222 +2023-12-01 03:34:38,645 - Epoch: [9][10000/31148] Overall Loss 0.009883 Objective Loss 0.000000 Distill Loss 0.009883 LR 0.001000 Time 0.417113 +2023-12-01 03:35:28,333 - Epoch: [9][10100/31148] Overall Loss 0.009882 Objective Loss 0.000000 Distill Loss 0.009882 LR 0.001000 Time 0.417902 +2023-12-01 03:36:19,602 - Epoch: [9][10200/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.001000 Time 0.418831 +2023-12-01 03:37:12,455 - Epoch: [9][10300/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.001000 Time 0.419895 +2023-12-01 03:38:05,863 - Epoch: [9][10400/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.001000 Time 0.420992 +2023-12-01 03:38:52,979 - Epoch: [9][10500/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.001000 Time 0.421469 +2023-12-01 03:39:38,295 - Epoch: [9][10600/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.001000 Time 0.421768 +2023-12-01 03:40:34,402 - Epoch: [9][10700/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.001000 Time 0.423069 +2023-12-01 03:41:26,531 - Epoch: [9][10800/31148] Overall Loss 0.009880 Objective Loss 0.000000 Distill Loss 0.009880 LR 0.001000 Time 0.423978 +2023-12-01 03:42:17,414 - Epoch: [9][10900/31148] Overall Loss 0.009880 Objective Loss 0.000000 Distill Loss 0.009880 LR 0.001000 Time 0.424755 +2023-12-01 03:43:03,175 - Epoch: [9][11000/31148] Overall Loss 0.009880 Objective Loss 0.000000 Distill Loss 0.009880 LR 0.001000 Time 0.425053 +2023-12-01 03:43:44,339 - Epoch: [9][11100/31148] Overall Loss 0.009879 Objective Loss 0.000000 Distill Loss 0.009879 LR 0.001000 Time 0.424932 +2023-12-01 03:44:38,795 - Epoch: [9][11200/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.001000 Time 0.425999 +2023-12-01 03:45:31,455 - Epoch: [9][11300/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.426889 +2023-12-01 03:46:31,662 - Epoch: [9][11400/31148] Overall Loss 0.009879 Objective Loss 0.000000 Distill Loss 0.009879 LR 0.001000 Time 0.428425 +2023-12-01 03:47:19,607 - Epoch: [9][11500/31148] Overall Loss 0.009879 Objective Loss 0.000000 Distill Loss 0.009879 LR 0.001000 Time 0.428868 +2023-12-01 03:48:13,980 - Epoch: [9][11600/31148] Overall Loss 0.009879 Objective Loss 0.000000 Distill Loss 0.009879 LR 0.001000 Time 0.429857 +2023-12-01 03:49:04,141 - Epoch: [9][11700/31148] Overall Loss 0.009879 Objective Loss 0.000000 Distill Loss 0.009879 LR 0.001000 Time 0.430470 +2023-12-01 03:49:49,629 - Epoch: [9][11800/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.001000 Time 0.430676 +2023-12-01 03:50:35,703 - Epoch: [9][11900/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.001000 Time 0.430928 +2023-12-01 03:51:11,113 - Epoch: [9][12000/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.001000 Time 0.430287 +2023-12-01 03:52:03,005 - Epoch: [9][12100/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.001000 Time 0.431019 +2023-12-01 03:52:56,397 - Epoch: [9][12200/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.431862 +2023-12-01 03:53:43,514 - Epoch: [9][12300/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.432181 +2023-12-01 03:54:34,990 - Epoch: [9][12400/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.432846 +2023-12-01 03:55:25,498 - Epoch: [9][12500/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.433423 +2023-12-01 03:56:24,751 - Epoch: [9][12600/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.434686 +2023-12-01 03:57:07,585 - Epoch: [9][12700/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.434635 +2023-12-01 03:57:50,049 - Epoch: [9][12800/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.434556 +2023-12-01 03:58:38,014 - Epoch: [9][12900/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.434905 +2023-12-01 03:59:18,693 - Epoch: [9][13000/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.434689 +2023-12-01 04:00:05,856 - Epoch: [9][13100/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.434970 +2023-12-01 04:00:46,317 - Epoch: [9][13200/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.434739 +2023-12-01 04:01:30,817 - Epoch: [9][13300/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.434816 +2023-12-01 04:02:16,451 - Epoch: [9][13400/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.434976 +2023-12-01 04:03:03,329 - Epoch: [9][13500/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.435226 +2023-12-01 04:03:56,743 - Epoch: [9][13600/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.435953 +2023-12-01 04:04:56,825 - Epoch: [9][13700/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.437156 +2023-12-01 04:05:53,203 - Epoch: [9][13800/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.001000 Time 0.438073 +2023-12-01 04:06:44,574 - Epoch: [9][13900/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.438616 +2023-12-01 04:07:27,336 - Epoch: [9][14000/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.438537 +2023-12-01 04:08:12,578 - Epoch: [9][14100/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.438635 +2023-12-01 04:08:56,582 - Epoch: [9][14200/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.001000 Time 0.438644 +2023-12-01 04:09:39,859 - Epoch: [9][14300/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.001000 Time 0.438603 +2023-12-01 04:10:22,414 - Epoch: [9][14400/31148] Overall Loss 0.009875 Objective Loss 0.000000 Distill Loss 0.009875 LR 0.001000 Time 0.438512 +2023-12-01 04:11:14,769 - Epoch: [9][14500/31148] Overall Loss 0.009875 Objective Loss 0.000000 Distill Loss 0.009875 LR 0.001000 Time 0.439097 +2023-12-01 04:11:55,389 - Epoch: [9][14600/31148] Overall Loss 0.009875 Objective Loss 0.000000 Distill Loss 0.009875 LR 0.001000 Time 0.438872 +2023-12-01 04:12:37,017 - Epoch: [9][14700/31148] Overall Loss 0.009875 Objective Loss 0.000000 Distill Loss 0.009875 LR 0.001000 Time 0.438717 +2023-12-01 04:13:23,810 - Epoch: [9][14800/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.438914 +2023-12-01 04:14:07,956 - Epoch: [9][14900/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.438931 +2023-12-01 04:15:00,359 - Epoch: [9][15000/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.439498 +2023-12-01 04:15:56,736 - Epoch: [9][15100/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.440320 +2023-12-01 04:16:41,389 - Epoch: [9][15200/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.440361 +2023-12-01 04:17:38,540 - Epoch: [9][15300/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.441217 +2023-12-01 04:18:14,160 - Epoch: [9][15400/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.440665 +2023-12-01 04:19:05,472 - Epoch: [9][15500/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.001000 Time 0.441132 +2023-12-01 04:19:52,975 - Epoch: [9][15600/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.001000 Time 0.441349 +2023-12-01 04:20:42,655 - Epoch: [9][15700/31148] Overall Loss 0.009872 Objective Loss 0.000000 Distill Loss 0.009872 LR 0.001000 Time 0.441701 +2023-12-01 04:21:28,440 - Epoch: [9][15800/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.001000 Time 0.441803 +2023-12-01 04:22:18,878 - Epoch: [9][15900/31148] Overall Loss 0.009872 Objective Loss 0.000000 Distill Loss 0.009872 LR 0.001000 Time 0.442196 +2023-12-01 04:23:03,124 - Epoch: [9][16000/31148] Overall Loss 0.009872 Objective Loss 0.000000 Distill Loss 0.009872 LR 0.001000 Time 0.442197 +2023-12-01 04:23:53,379 - Epoch: [9][16100/31148] Overall Loss 0.009872 Objective Loss 0.000000 Distill Loss 0.009872 LR 0.001000 Time 0.442572 +2023-12-01 04:24:33,175 - Epoch: [9][16200/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.001000 Time 0.442296 +2023-12-01 04:25:20,133 - Epoch: [9][16300/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.001000 Time 0.442463 +2023-12-01 04:25:55,968 - Epoch: [9][16400/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.001000 Time 0.441950 +2023-12-01 04:26:40,743 - Epoch: [9][16500/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.001000 Time 0.441984 +2023-12-01 04:27:28,922 - Epoch: [9][16600/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.001000 Time 0.442224 +2023-12-01 04:28:18,523 - Epoch: [9][16700/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.442545 +2023-12-01 04:29:00,409 - Epoch: [9][16800/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.442404 +2023-12-01 04:29:50,445 - Epoch: [9][16900/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.442746 +2023-12-01 04:30:41,712 - Epoch: [9][17000/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.443157 +2023-12-01 04:31:17,480 - Epoch: [9][17100/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.442657 +2023-12-01 04:32:08,668 - Epoch: [9][17200/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.443059 +2023-12-01 04:32:57,313 - Epoch: [9][17300/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.443309 +2023-12-01 04:33:39,723 - Epoch: [9][17400/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.443198 +2023-12-01 04:34:37,349 - Epoch: [9][17500/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.443958 +2023-12-01 04:35:18,023 - Epoch: [9][17600/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.001000 Time 0.443747 +2023-12-01 04:36:02,456 - Epoch: [9][17700/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.001000 Time 0.443749 +2023-12-01 04:36:49,214 - Epoch: [9][17800/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.001000 Time 0.443883 +2023-12-01 04:37:27,450 - Epoch: [9][17900/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.001000 Time 0.443539 +2023-12-01 04:38:10,550 - Epoch: [9][18000/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.001000 Time 0.443469 +2023-12-01 04:38:55,720 - Epoch: [9][18100/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.443514 +2023-12-01 04:39:38,238 - Epoch: [9][18200/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.443413 +2023-12-01 04:40:28,409 - Epoch: [9][18300/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.443731 +2023-12-01 04:41:16,319 - Epoch: [9][18400/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.001000 Time 0.443923 +2023-12-01 04:42:04,324 - Epoch: [9][18500/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.444117 +2023-12-01 04:42:52,485 - Epoch: [9][18600/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.444319 +2023-12-01 04:43:46,271 - Epoch: [9][18700/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.444818 +2023-12-01 04:44:32,693 - Epoch: [9][18800/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.444921 +2023-12-01 04:45:21,664 - Epoch: [9][18900/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.445158 +2023-12-01 04:46:03,877 - Epoch: [9][19000/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.445036 +2023-12-01 04:46:52,295 - Epoch: [9][19100/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445241 +2023-12-01 04:47:40,892 - Epoch: [9][19200/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445452 +2023-12-01 04:48:28,853 - Epoch: [9][19300/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445629 +2023-12-01 04:49:07,772 - Epoch: [9][19400/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445338 +2023-12-01 04:49:53,072 - Epoch: [9][19500/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445377 +2023-12-01 04:50:40,492 - Epoch: [9][19600/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445523 +2023-12-01 04:51:26,997 - Epoch: [9][19700/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.001000 Time 0.445622 +2023-12-01 04:52:09,701 - Epoch: [9][19800/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445528 +2023-12-01 04:52:56,478 - Epoch: [9][19900/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445639 +2023-12-01 04:53:46,854 - Epoch: [9][20000/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.445930 +2023-12-01 04:54:33,895 - Epoch: [9][20100/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.446051 +2023-12-01 04:55:18,330 - Epoch: [9][20200/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.446042 +2023-12-01 04:56:02,632 - Epoch: [9][20300/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.446027 +2023-12-01 04:56:55,791 - Epoch: [9][20400/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.001000 Time 0.446446 +2023-12-01 04:57:43,457 - Epoch: [9][20500/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.446593 +2023-12-01 04:58:32,511 - Epoch: [9][20600/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.446806 +2023-12-01 04:59:26,155 - Epoch: [9][20700/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.447239 +2023-12-01 05:00:13,699 - Epoch: [9][20800/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.447374 +2023-12-01 05:01:09,847 - Epoch: [9][20900/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.447920 +2023-12-01 05:01:45,847 - Epoch: [9][21000/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.447501 +2023-12-01 05:02:31,880 - Epoch: [9][21100/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.447561 +2023-12-01 05:03:19,784 - Epoch: [9][21200/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.447709 +2023-12-01 05:04:06,735 - Epoch: [9][21300/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.447811 +2023-12-01 05:05:04,697 - Epoch: [9][21400/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.448427 +2023-12-01 05:05:51,180 - Epoch: [9][21500/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.448503 +2023-12-01 05:06:39,716 - Epoch: [9][21600/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.001000 Time 0.448673 +2023-12-01 05:07:35,792 - Epoch: [9][21700/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.449189 +2023-12-01 05:08:22,863 - Epoch: [9][21800/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.001000 Time 0.449288 +2023-12-01 05:09:12,839 - Epoch: [9][21900/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.001000 Time 0.449518 +2023-12-01 05:09:51,891 - Epoch: [9][22000/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.449249 +2023-12-01 05:10:46,945 - Epoch: [9][22100/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.449707 +2023-12-01 05:11:35,185 - Epoch: [9][22200/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.001000 Time 0.449854 +2023-12-01 05:12:24,939 - Epoch: [9][22300/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.001000 Time 0.450068 +2023-12-01 05:13:05,887 - Epoch: [9][22400/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.001000 Time 0.449886 +2023-12-01 05:13:54,720 - Epoch: [9][22500/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.001000 Time 0.450057 +2023-12-01 05:14:44,538 - Epoch: [9][22600/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.001000 Time 0.450269 +2023-12-01 05:15:34,780 - Epoch: [9][22700/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450499 +2023-12-01 05:16:26,959 - Epoch: [9][22800/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450811 +2023-12-01 05:17:11,970 - Epoch: [9][22900/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450808 +2023-12-01 05:18:05,858 - Epoch: [9][23000/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.451190 +2023-12-01 05:18:47,916 - Epoch: [9][23100/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.451057 +2023-12-01 05:19:37,229 - Epoch: [9][23200/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.451238 +2023-12-01 05:20:20,518 - Epoch: [9][23300/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.451159 +2023-12-01 05:20:59,896 - Epoch: [9][23400/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450914 +2023-12-01 05:21:45,022 - Epoch: [9][23500/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.001000 Time 0.450915 +2023-12-01 05:22:31,067 - Epoch: [9][23600/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.001000 Time 0.450955 +2023-12-01 05:23:11,102 - Epoch: [9][23700/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.001000 Time 0.450741 +2023-12-01 05:24:03,234 - Epoch: [9][23800/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.451038 +2023-12-01 05:24:46,387 - Epoch: [9][23900/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450956 +2023-12-01 05:25:29,271 - Epoch: [9][24000/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450863 +2023-12-01 05:26:09,260 - Epoch: [9][24100/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.001000 Time 0.450651 +2023-12-01 05:27:01,623 - Epoch: [9][24200/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450953 +2023-12-01 05:27:47,140 - Epoch: [9][24300/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450970 +2023-12-01 05:28:25,548 - Epoch: [9][24400/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450695 +2023-12-01 05:29:15,658 - Epoch: [9][24500/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450901 +2023-12-01 05:29:57,758 - Epoch: [9][24600/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450779 +2023-12-01 05:30:38,076 - Epoch: [9][24700/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450586 +2023-12-01 05:31:30,370 - Epoch: [9][24800/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450877 +2023-12-01 05:32:15,745 - Epoch: [9][24900/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.001000 Time 0.450889 +2023-12-01 05:33:04,203 - Epoch: [9][25000/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.451023 +2023-12-01 05:33:43,401 - Epoch: [9][25100/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450788 +2023-12-01 05:34:28,478 - Epoch: [9][25200/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450787 +2023-12-01 05:35:07,143 - Epoch: [9][25300/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450533 +2023-12-01 05:35:56,290 - Epoch: [9][25400/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450694 +2023-12-01 05:36:46,371 - Epoch: [9][25500/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450891 +2023-12-01 05:37:31,990 - Epoch: [9][25600/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450911 +2023-12-01 05:38:16,280 - Epoch: [9][25700/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450880 +2023-12-01 05:38:56,254 - Epoch: [9][25800/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450681 +2023-12-01 05:39:46,667 - Epoch: [9][25900/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.450887 +2023-12-01 05:40:42,825 - Epoch: [9][26000/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.451313 +2023-12-01 05:41:29,343 - Epoch: [9][26100/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.451366 +2023-12-01 05:42:14,133 - Epoch: [9][26200/31148] Overall Loss 0.009862 Objective Loss 0.000000 Distill Loss 0.009862 LR 0.001000 Time 0.451352 +2023-12-01 05:43:01,917 - Epoch: [9][26300/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.451452 +2023-12-01 05:44:02,436 - Epoch: [9][26400/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452034 +2023-12-01 05:44:48,787 - Epoch: [9][26500/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452077 +2023-12-01 05:45:34,434 - Epoch: [9][26600/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452094 +2023-12-01 05:46:23,526 - Epoch: [9][26700/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452239 +2023-12-01 05:47:11,530 - Epoch: [9][26800/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452342 +2023-12-01 05:47:49,755 - Epoch: [9][26900/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452081 +2023-12-01 05:48:37,960 - Epoch: [9][27000/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452192 +2023-12-01 05:49:22,178 - Epoch: [9][27100/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452155 +2023-12-01 05:49:56,224 - Epoch: [9][27200/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.451744 +2023-12-01 05:50:53,579 - Epoch: [9][27300/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452190 +2023-12-01 05:51:42,689 - Epoch: [9][27400/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452332 +2023-12-01 05:52:25,081 - Epoch: [9][27500/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452228 +2023-12-01 05:53:14,854 - Epoch: [9][27600/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452393 +2023-12-01 05:53:51,977 - Epoch: [9][27700/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.001000 Time 0.452099 +2023-12-01 05:54:39,663 - Epoch: [9][27800/31148] Overall Loss 0.009860 Objective Loss 0.000000 Distill Loss 0.009860 LR 0.001000 Time 0.452188 +2023-12-01 05:55:19,771 - Epoch: [9][27900/31148] Overall Loss 0.009860 Objective Loss 0.000000 Distill Loss 0.009860 LR 0.001000 Time 0.452005 +2023-12-01 05:56:00,404 - Epoch: [9][28000/31148] Overall Loss 0.009860 Objective Loss 0.000000 Distill Loss 0.009860 LR 0.001000 Time 0.451841 +2023-12-01 05:56:52,985 - Epoch: [9][28100/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452104 +2023-12-01 05:57:40,844 - Epoch: [9][28200/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452198 +2023-12-01 05:58:26,155 - Epoch: [9][28300/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452201 +2023-12-01 05:59:12,886 - Epoch: [9][28400/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452254 +2023-12-01 05:59:52,896 - Epoch: [9][28500/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452071 +2023-12-01 06:00:44,830 - Epoch: [9][28600/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452306 +2023-12-01 06:01:32,041 - Epoch: [9][28700/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452374 +2023-12-01 06:02:15,051 - Epoch: [9][28800/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452297 +2023-12-01 06:03:00,102 - Epoch: [9][28900/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452290 +2023-12-01 06:03:40,229 - Epoch: [9][29000/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.001000 Time 0.452114 +2023-12-01 06:04:15,122 - Epoch: [9][29100/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.451759 +2023-12-01 06:05:08,302 - Epoch: [9][29200/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.452033 +2023-12-01 06:05:55,852 - Epoch: [9][29300/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.452113 +2023-12-01 06:06:34,291 - Epoch: [9][29400/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.451883 +2023-12-01 06:07:18,742 - Epoch: [9][29500/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.451857 +2023-12-01 06:08:07,500 - Epoch: [9][29600/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451978 +2023-12-01 06:08:47,718 - Epoch: [9][29700/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451810 +2023-12-01 06:09:25,370 - Epoch: [9][29800/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.001000 Time 0.451557 +2023-12-01 06:10:08,624 - Epoch: [9][29900/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451493 +2023-12-01 06:10:59,278 - Epoch: [9][30000/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451676 +2023-12-01 06:11:37,126 - Epoch: [9][30100/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451433 +2023-12-01 06:12:20,189 - Epoch: [9][30200/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451364 +2023-12-01 06:13:10,717 - Epoch: [9][30300/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451541 +2023-12-01 06:13:44,322 - Epoch: [9][30400/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451161 +2023-12-01 06:14:30,724 - Epoch: [9][30500/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451203 +2023-12-01 06:15:12,927 - Epoch: [9][30600/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.001000 Time 0.451108 +2023-12-01 06:16:02,713 - Epoch: [9][30700/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.001000 Time 0.451260 +2023-12-01 06:16:49,654 - Epoch: [9][30800/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.001000 Time 0.451318 +2023-12-01 06:17:36,963 - Epoch: [9][30900/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.001000 Time 0.451389 +2023-12-01 06:18:23,029 - Epoch: [9][31000/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.001000 Time 0.451418 +2023-12-01 06:19:15,236 - Epoch: [9][31100/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.001000 Time 0.451645 +2023-12-01 06:19:33,712 - Epoch: [9][31148/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.001000 Time 0.451542 +2023-12-01 06:19:34,641 - --- validate (epoch=9)----------- +2023-12-01 06:19:34,641 - 167951 samples (100 per mini-batch) +2023-12-01 06:19:58,261 - Epoch: [9][ 100/ 1680] Loss 0.000000 Overall Loss 0.010645 +2023-12-01 06:20:18,228 - Epoch: [9][ 200/ 1680] Loss 0.000000 Overall Loss 0.010668 +2023-12-01 06:20:38,225 - Epoch: [9][ 300/ 1680] Loss 0.000000 Overall Loss 0.010678 +2023-12-01 06:20:58,239 - Epoch: [9][ 400/ 1680] Loss 0.000000 Overall Loss 0.010679 +2023-12-01 06:21:18,205 - Epoch: [9][ 500/ 1680] Loss 0.000000 Overall Loss 0.010676 +2023-12-01 06:21:38,279 - Epoch: [9][ 600/ 1680] Loss 0.000000 Overall Loss 0.010682 +2023-12-01 06:21:58,215 - Epoch: [9][ 700/ 1680] Loss 0.000000 Overall Loss 0.010683 +2023-12-01 06:22:18,136 - Epoch: [9][ 800/ 1680] Loss 0.000000 Overall Loss 0.010681 +2023-12-01 06:22:38,183 - Epoch: [9][ 900/ 1680] Loss 0.000000 Overall Loss 0.010676 +2023-12-01 06:22:58,185 - Epoch: [9][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010670 +2023-12-01 06:23:18,182 - Epoch: [9][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010667 +2023-12-01 06:23:38,155 - Epoch: [9][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010669 +2023-12-01 06:23:58,211 - Epoch: [9][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010665 +2023-12-01 06:24:18,193 - Epoch: [9][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010668 +2023-12-01 06:24:38,166 - Epoch: [9][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010669 +2023-12-01 06:24:58,148 - Epoch: [9][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010667 +2023-12-01 06:25:14,119 - Epoch: [9][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010667 +2023-12-01 06:25:14,487 - ==> Overall Loss: 0.011 + +2023-12-01 06:25:14,495 - ==> Best [Overall Loss: 0.010667 on epoch: 9] +2023-12-01 06:25:14,495 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-01 06:25:14,538 - + +2023-12-01 06:25:14,538 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-01 06:26:20,211 - Epoch: [10][ 100/31148] Overall Loss 0.009675 Objective Loss 0.000000 Distill Loss 0.009675 LR 0.000500 Time 0.656638 +2023-12-01 06:27:11,558 - Epoch: [10][ 200/31148] Overall Loss 0.009602 Objective Loss 0.000000 Distill Loss 0.009602 LR 0.000500 Time 0.585017 +2023-12-01 06:27:48,987 - Epoch: [10][ 300/31148] Overall Loss 0.009596 Objective Loss 0.000000 Distill Loss 0.009596 LR 0.000500 Time 0.514752 +2023-12-01 06:28:39,437 - Epoch: [10][ 400/31148] Overall Loss 0.009586 Objective Loss 0.000000 Distill Loss 0.009586 LR 0.000500 Time 0.512169 +2023-12-01 06:29:18,160 - Epoch: [10][ 500/31148] Overall Loss 0.009561 Objective Loss 0.000000 Distill Loss 0.009561 LR 0.000500 Time 0.487164 +2023-12-01 06:29:54,327 - Epoch: [10][ 600/31148] Overall Loss 0.009546 Objective Loss 0.000000 Distill Loss 0.009546 LR 0.000500 Time 0.466237 +2023-12-01 06:30:38,378 - Epoch: [10][ 700/31148] Overall Loss 0.009558 Objective Loss 0.000000 Distill Loss 0.009558 LR 0.000500 Time 0.462550 +2023-12-01 06:31:24,707 - Epoch: [10][ 800/31148] Overall Loss 0.009561 Objective Loss 0.000000 Distill Loss 0.009561 LR 0.000500 Time 0.462632 +2023-12-01 06:32:15,774 - Epoch: [10][ 900/31148] Overall Loss 0.009542 Objective Loss 0.000000 Distill Loss 0.009542 LR 0.000500 Time 0.467962 +2023-12-01 06:32:51,079 - Epoch: [10][ 1000/31148] Overall Loss 0.009546 Objective Loss 0.000000 Distill Loss 0.009546 LR 0.000500 Time 0.456464 +2023-12-01 06:33:27,557 - Epoch: [10][ 1100/31148] Overall Loss 0.009551 Objective Loss 0.000000 Distill Loss 0.009551 LR 0.000500 Time 0.448118 +2023-12-01 06:34:09,395 - Epoch: [10][ 1200/31148] Overall Loss 0.009542 Objective Loss 0.000000 Distill Loss 0.009542 LR 0.000500 Time 0.445634 +2023-12-01 06:34:53,175 - Epoch: [10][ 1300/31148] Overall Loss 0.009536 Objective Loss 0.000000 Distill Loss 0.009536 LR 0.000500 Time 0.445026 +2023-12-01 06:35:33,102 - Epoch: [10][ 1400/31148] Overall Loss 0.009541 Objective Loss 0.000000 Distill Loss 0.009541 LR 0.000500 Time 0.441752 +2023-12-01 06:36:08,665 - Epoch: [10][ 1500/31148] Overall Loss 0.009533 Objective Loss 0.000000 Distill Loss 0.009533 LR 0.000500 Time 0.436005 +2023-12-01 06:36:52,680 - Epoch: [10][ 1600/31148] Overall Loss 0.009527 Objective Loss 0.000000 Distill Loss 0.009527 LR 0.000500 Time 0.436259 +2023-12-01 06:37:34,081 - Epoch: [10][ 1700/31148] Overall Loss 0.009528 Objective Loss 0.000000 Distill Loss 0.009528 LR 0.000500 Time 0.434946 +2023-12-01 06:38:17,119 - Epoch: [10][ 1800/31148] Overall Loss 0.009530 Objective Loss 0.000000 Distill Loss 0.009530 LR 0.000500 Time 0.434688 +2023-12-01 06:38:52,283 - Epoch: [10][ 1900/31148] Overall Loss 0.009530 Objective Loss 0.000000 Distill Loss 0.009530 LR 0.000500 Time 0.430313 +2023-12-01 06:39:29,846 - Epoch: [10][ 2000/31148] Overall Loss 0.009527 Objective Loss 0.000000 Distill Loss 0.009527 LR 0.000500 Time 0.427576 +2023-12-01 06:40:19,625 - Epoch: [10][ 2100/31148] Overall Loss 0.009529 Objective Loss 0.000000 Distill Loss 0.009529 LR 0.000500 Time 0.430915 +2023-12-01 06:41:09,524 - Epoch: [10][ 2200/31148] Overall Loss 0.009528 Objective Loss 0.000000 Distill Loss 0.009528 LR 0.000500 Time 0.434006 +2023-12-01 06:41:48,675 - Epoch: [10][ 2300/31148] Overall Loss 0.009532 Objective Loss 0.000000 Distill Loss 0.009532 LR 0.000500 Time 0.432155 +2023-12-01 06:42:27,153 - Epoch: [10][ 2400/31148] Overall Loss 0.009534 Objective Loss 0.000000 Distill Loss 0.009534 LR 0.000500 Time 0.430178 +2023-12-01 06:43:18,259 - Epoch: [10][ 2500/31148] Overall Loss 0.009532 Objective Loss 0.000000 Distill Loss 0.009532 LR 0.000500 Time 0.433410 +2023-12-01 06:44:02,277 - Epoch: [10][ 2600/31148] Overall Loss 0.009535 Objective Loss 0.000000 Distill Loss 0.009535 LR 0.000500 Time 0.433667 +2023-12-01 06:44:44,323 - Epoch: [10][ 2700/31148] Overall Loss 0.009537 Objective Loss 0.000000 Distill Loss 0.009537 LR 0.000500 Time 0.433175 +2023-12-01 06:45:28,538 - Epoch: [10][ 2800/31148] Overall Loss 0.009536 Objective Loss 0.000000 Distill Loss 0.009536 LR 0.000500 Time 0.433493 +2023-12-01 06:46:10,048 - Epoch: [10][ 2900/31148] Overall Loss 0.009536 Objective Loss 0.000000 Distill Loss 0.009536 LR 0.000500 Time 0.432856 +2023-12-01 06:46:53,379 - Epoch: [10][ 3000/31148] Overall Loss 0.009534 Objective Loss 0.000000 Distill Loss 0.009534 LR 0.000500 Time 0.432868 +2023-12-01 06:47:40,845 - Epoch: [10][ 3100/31148] Overall Loss 0.009529 Objective Loss 0.000000 Distill Loss 0.009529 LR 0.000500 Time 0.434214 +2023-12-01 06:48:10,909 - Epoch: [10][ 3200/31148] Overall Loss 0.009528 Objective Loss 0.000000 Distill Loss 0.009528 LR 0.000500 Time 0.430038 +2023-12-01 06:48:39,751 - Epoch: [10][ 3300/31148] Overall Loss 0.009526 Objective Loss 0.000000 Distill Loss 0.009526 LR 0.000500 Time 0.425745 +2023-12-01 06:49:07,969 - Epoch: [10][ 3400/31148] Overall Loss 0.009524 Objective Loss 0.000000 Distill Loss 0.009524 LR 0.000500 Time 0.421521 +2023-12-01 06:49:35,992 - Epoch: [10][ 3500/31148] Overall Loss 0.009521 Objective Loss 0.000000 Distill Loss 0.009521 LR 0.000500 Time 0.417483 +2023-12-01 06:50:03,863 - Epoch: [10][ 3600/31148] Overall Loss 0.009522 Objective Loss 0.000000 Distill Loss 0.009522 LR 0.000500 Time 0.413627 +2023-12-01 06:50:31,722 - Epoch: [10][ 3700/31148] Overall Loss 0.009524 Objective Loss 0.000000 Distill Loss 0.009524 LR 0.000500 Time 0.409976 +2023-12-01 06:50:59,475 - Epoch: [10][ 3800/31148] Overall Loss 0.009522 Objective Loss 0.000000 Distill Loss 0.009522 LR 0.000500 Time 0.406489 +2023-12-01 06:51:27,219 - Epoch: [10][ 3900/31148] Overall Loss 0.009523 Objective Loss 0.000000 Distill Loss 0.009523 LR 0.000500 Time 0.403179 +2023-12-01 06:51:53,861 - Epoch: [10][ 4000/31148] Overall Loss 0.009522 Objective Loss 0.000000 Distill Loss 0.009522 LR 0.000500 Time 0.399759 +2023-12-01 06:52:22,093 - Epoch: [10][ 4100/31148] Overall Loss 0.009520 Objective Loss 0.000000 Distill Loss 0.009520 LR 0.000500 Time 0.396894 +2023-12-01 06:52:49,437 - Epoch: [10][ 4200/31148] Overall Loss 0.009519 Objective Loss 0.000000 Distill Loss 0.009519 LR 0.000500 Time 0.393953 +2023-12-01 06:53:16,561 - Epoch: [10][ 4300/31148] Overall Loss 0.009523 Objective Loss 0.000000 Distill Loss 0.009523 LR 0.000500 Time 0.391099 +2023-12-01 06:53:46,443 - Epoch: [10][ 4400/31148] Overall Loss 0.009520 Objective Loss 0.000000 Distill Loss 0.009520 LR 0.000500 Time 0.389000 +2023-12-01 06:54:31,281 - Epoch: [10][ 4500/31148] Overall Loss 0.009520 Objective Loss 0.000000 Distill Loss 0.009520 LR 0.000500 Time 0.390318 +2023-12-01 06:55:24,537 - Epoch: [10][ 4600/31148] Overall Loss 0.009519 Objective Loss 0.000000 Distill Loss 0.009519 LR 0.000500 Time 0.393408 +2023-12-01 06:56:24,289 - Epoch: [10][ 4700/31148] Overall Loss 0.009519 Objective Loss 0.000000 Distill Loss 0.009519 LR 0.000500 Time 0.397749 +2023-12-01 06:57:06,111 - Epoch: [10][ 4800/31148] Overall Loss 0.009517 Objective Loss 0.000000 Distill Loss 0.009517 LR 0.000500 Time 0.398174 +2023-12-01 06:57:44,852 - Epoch: [10][ 4900/31148] Overall Loss 0.009516 Objective Loss 0.000000 Distill Loss 0.009516 LR 0.000500 Time 0.397953 +2023-12-01 06:58:26,612 - Epoch: [10][ 5000/31148] Overall Loss 0.009517 Objective Loss 0.000000 Distill Loss 0.009517 LR 0.000500 Time 0.398345 +2023-12-01 06:59:15,391 - Epoch: [10][ 5100/31148] Overall Loss 0.009515 Objective Loss 0.000000 Distill Loss 0.009515 LR 0.000500 Time 0.400096 +2023-12-01 06:59:55,699 - Epoch: [10][ 5200/31148] Overall Loss 0.009517 Objective Loss 0.000000 Distill Loss 0.009517 LR 0.000500 Time 0.400152 +2023-12-01 07:00:39,851 - Epoch: [10][ 5300/31148] Overall Loss 0.009514 Objective Loss 0.000000 Distill Loss 0.009514 LR 0.000500 Time 0.400931 +2023-12-01 07:01:25,453 - Epoch: [10][ 5400/31148] Overall Loss 0.009514 Objective Loss 0.000000 Distill Loss 0.009514 LR 0.000500 Time 0.401950 +2023-12-01 07:02:01,061 - Epoch: [10][ 5500/31148] Overall Loss 0.009516 Objective Loss 0.000000 Distill Loss 0.009516 LR 0.000500 Time 0.401114 +2023-12-01 07:02:56,228 - Epoch: [10][ 5600/31148] Overall Loss 0.009515 Objective Loss 0.000000 Distill Loss 0.009515 LR 0.000500 Time 0.403801 +2023-12-01 07:03:32,628 - Epoch: [10][ 5700/31148] Overall Loss 0.009514 Objective Loss 0.000000 Distill Loss 0.009514 LR 0.000500 Time 0.403102 +2023-12-01 07:04:24,867 - Epoch: [10][ 5800/31148] Overall Loss 0.009511 Objective Loss 0.000000 Distill Loss 0.009511 LR 0.000500 Time 0.405157 +2023-12-01 07:05:31,173 - Epoch: [10][ 5900/31148] Overall Loss 0.009508 Objective Loss 0.000000 Distill Loss 0.009508 LR 0.000500 Time 0.409527 +2023-12-01 07:06:17,849 - Epoch: [10][ 6000/31148] Overall Loss 0.009507 Objective Loss 0.000000 Distill Loss 0.009507 LR 0.000500 Time 0.410480 +2023-12-01 07:07:09,961 - Epoch: [10][ 6100/31148] Overall Loss 0.009507 Objective Loss 0.000000 Distill Loss 0.009507 LR 0.000500 Time 0.412292 +2023-12-01 07:07:52,426 - Epoch: [10][ 6200/31148] Overall Loss 0.009504 Objective Loss 0.000000 Distill Loss 0.009504 LR 0.000500 Time 0.412490 +2023-12-01 07:08:40,031 - Epoch: [10][ 6300/31148] Overall Loss 0.009504 Objective Loss 0.000000 Distill Loss 0.009504 LR 0.000500 Time 0.413498 +2023-12-01 07:09:30,585 - Epoch: [10][ 6400/31148] Overall Loss 0.009502 Objective Loss 0.000000 Distill Loss 0.009502 LR 0.000500 Time 0.414935 +2023-12-01 07:10:13,755 - Epoch: [10][ 6500/31148] Overall Loss 0.009501 Objective Loss 0.000000 Distill Loss 0.009501 LR 0.000500 Time 0.415192 +2023-12-01 07:10:52,871 - Epoch: [10][ 6600/31148] Overall Loss 0.009501 Objective Loss 0.000000 Distill Loss 0.009501 LR 0.000500 Time 0.414827 +2023-12-01 07:11:36,210 - Epoch: [10][ 6700/31148] Overall Loss 0.009501 Objective Loss 0.000000 Distill Loss 0.009501 LR 0.000500 Time 0.415102 +2023-12-01 07:12:26,676 - Epoch: [10][ 6800/31148] Overall Loss 0.009502 Objective Loss 0.000000 Distill Loss 0.009502 LR 0.000500 Time 0.416418 +2023-12-01 07:13:17,729 - Epoch: [10][ 6900/31148] Overall Loss 0.009501 Objective Loss 0.000000 Distill Loss 0.009501 LR 0.000500 Time 0.417781 +2023-12-01 07:13:58,986 - Epoch: [10][ 7000/31148] Overall Loss 0.009500 Objective Loss 0.000000 Distill Loss 0.009500 LR 0.000500 Time 0.417706 +2023-12-01 07:14:58,643 - Epoch: [10][ 7100/31148] Overall Loss 0.009500 Objective Loss 0.000000 Distill Loss 0.009500 LR 0.000500 Time 0.420224 +2023-12-01 07:15:44,919 - Epoch: [10][ 7200/31148] Overall Loss 0.009500 Objective Loss 0.000000 Distill Loss 0.009500 LR 0.000500 Time 0.420814 +2023-12-01 07:16:30,050 - Epoch: [10][ 7300/31148] Overall Loss 0.009500 Objective Loss 0.000000 Distill Loss 0.009500 LR 0.000500 Time 0.421230 +2023-12-01 07:17:15,899 - Epoch: [10][ 7400/31148] Overall Loss 0.009500 Objective Loss 0.000000 Distill Loss 0.009500 LR 0.000500 Time 0.421733 +2023-12-01 07:18:05,268 - Epoch: [10][ 7500/31148] Overall Loss 0.009499 Objective Loss 0.000000 Distill Loss 0.009499 LR 0.000500 Time 0.422691 +2023-12-01 07:18:58,860 - Epoch: [10][ 7600/31148] Overall Loss 0.009498 Objective Loss 0.000000 Distill Loss 0.009498 LR 0.000500 Time 0.424180 +2023-12-01 07:19:44,943 - Epoch: [10][ 7700/31148] Overall Loss 0.009497 Objective Loss 0.000000 Distill Loss 0.009497 LR 0.000500 Time 0.424655 +2023-12-01 07:20:35,264 - Epoch: [10][ 7800/31148] Overall Loss 0.009495 Objective Loss 0.000000 Distill Loss 0.009495 LR 0.000500 Time 0.425661 +2023-12-01 07:21:08,808 - Epoch: [10][ 7900/31148] Overall Loss 0.009494 Objective Loss 0.000000 Distill Loss 0.009494 LR 0.000500 Time 0.424518 +2023-12-01 07:21:55,669 - Epoch: [10][ 8000/31148] Overall Loss 0.009492 Objective Loss 0.000000 Distill Loss 0.009492 LR 0.000500 Time 0.425068 +2023-12-01 07:22:32,335 - Epoch: [10][ 8100/31148] Overall Loss 0.009493 Objective Loss 0.000000 Distill Loss 0.009493 LR 0.000500 Time 0.424346 +2023-12-01 07:23:17,226 - Epoch: [10][ 8200/31148] Overall Loss 0.009491 Objective Loss 0.000000 Distill Loss 0.009491 LR 0.000500 Time 0.424645 +2023-12-01 07:24:03,247 - Epoch: [10][ 8300/31148] Overall Loss 0.009492 Objective Loss 0.000000 Distill Loss 0.009492 LR 0.000500 Time 0.425072 +2023-12-01 07:24:47,173 - Epoch: [10][ 8400/31148] Overall Loss 0.009490 Objective Loss 0.000000 Distill Loss 0.009490 LR 0.000500 Time 0.425240 +2023-12-01 07:25:33,428 - Epoch: [10][ 8500/31148] Overall Loss 0.009491 Objective Loss 0.000000 Distill Loss 0.009491 LR 0.000500 Time 0.425678 +2023-12-01 07:26:25,562 - Epoch: [10][ 8600/31148] Overall Loss 0.009489 Objective Loss 0.000000 Distill Loss 0.009489 LR 0.000500 Time 0.426790 +2023-12-01 07:27:11,538 - Epoch: [10][ 8700/31148] Overall Loss 0.009491 Objective Loss 0.000000 Distill Loss 0.009491 LR 0.000500 Time 0.427168 +2023-12-01 07:28:01,593 - Epoch: [10][ 8800/31148] Overall Loss 0.009491 Objective Loss 0.000000 Distill Loss 0.009491 LR 0.000500 Time 0.428001 +2023-12-01 07:29:04,992 - Epoch: [10][ 8900/31148] Overall Loss 0.009490 Objective Loss 0.000000 Distill Loss 0.009490 LR 0.000500 Time 0.430315 +2023-12-01 07:29:47,877 - Epoch: [10][ 9000/31148] Overall Loss 0.009490 Objective Loss 0.000000 Distill Loss 0.009490 LR 0.000500 Time 0.430297 +2023-12-01 07:30:34,578 - Epoch: [10][ 9100/31148] Overall Loss 0.009488 Objective Loss 0.000000 Distill Loss 0.009488 LR 0.000500 Time 0.430700 +2023-12-01 07:31:27,595 - Epoch: [10][ 9200/31148] Overall Loss 0.009488 Objective Loss 0.000000 Distill Loss 0.009488 LR 0.000500 Time 0.431780 +2023-12-01 07:32:14,214 - Epoch: [10][ 9300/31148] Overall Loss 0.009488 Objective Loss 0.000000 Distill Loss 0.009488 LR 0.000500 Time 0.432149 +2023-12-01 07:33:11,656 - Epoch: [10][ 9400/31148] Overall Loss 0.009488 Objective Loss 0.000000 Distill Loss 0.009488 LR 0.000500 Time 0.433662 +2023-12-01 07:34:06,183 - Epoch: [10][ 9500/31148] Overall Loss 0.009487 Objective Loss 0.000000 Distill Loss 0.009487 LR 0.000500 Time 0.434836 +2023-12-01 07:34:45,568 - Epoch: [10][ 9600/31148] Overall Loss 0.009487 Objective Loss 0.000000 Distill Loss 0.009487 LR 0.000500 Time 0.434408 +2023-12-01 07:35:32,320 - Epoch: [10][ 9700/31148] Overall Loss 0.009487 Objective Loss 0.000000 Distill Loss 0.009487 LR 0.000500 Time 0.434749 +2023-12-01 07:36:18,654 - Epoch: [10][ 9800/31148] Overall Loss 0.009488 Objective Loss 0.000000 Distill Loss 0.009488 LR 0.000500 Time 0.435040 +2023-12-01 07:37:12,110 - Epoch: [10][ 9900/31148] Overall Loss 0.009486 Objective Loss 0.000000 Distill Loss 0.009486 LR 0.000500 Time 0.436044 +2023-12-01 07:37:59,902 - Epoch: [10][10000/31148] Overall Loss 0.009485 Objective Loss 0.000000 Distill Loss 0.009485 LR 0.000500 Time 0.436462 +2023-12-01 07:38:44,939 - Epoch: [10][10100/31148] Overall Loss 0.009483 Objective Loss 0.000000 Distill Loss 0.009483 LR 0.000500 Time 0.436599 +2023-12-01 07:39:31,699 - Epoch: [10][10200/31148] Overall Loss 0.009483 Objective Loss 0.000000 Distill Loss 0.009483 LR 0.000500 Time 0.436903 +2023-12-01 07:40:23,163 - Epoch: [10][10300/31148] Overall Loss 0.009484 Objective Loss 0.000000 Distill Loss 0.009484 LR 0.000500 Time 0.437657 +2023-12-01 07:41:17,604 - Epoch: [10][10400/31148] Overall Loss 0.009482 Objective Loss 0.000000 Distill Loss 0.009482 LR 0.000500 Time 0.438682 +2023-12-01 07:42:09,562 - Epoch: [10][10500/31148] Overall Loss 0.009482 Objective Loss 0.000000 Distill Loss 0.009482 LR 0.000500 Time 0.439452 +2023-12-01 07:42:56,958 - Epoch: [10][10600/31148] Overall Loss 0.009483 Objective Loss 0.000000 Distill Loss 0.009483 LR 0.000500 Time 0.439777 +2023-12-01 07:43:37,412 - Epoch: [10][10700/31148] Overall Loss 0.009481 Objective Loss 0.000000 Distill Loss 0.009481 LR 0.000500 Time 0.439447 +2023-12-01 07:44:25,725 - Epoch: [10][10800/31148] Overall Loss 0.009482 Objective Loss 0.000000 Distill Loss 0.009482 LR 0.000500 Time 0.439850 +2023-12-01 07:45:17,345 - Epoch: [10][10900/31148] Overall Loss 0.009482 Objective Loss 0.000000 Distill Loss 0.009482 LR 0.000500 Time 0.440550 +2023-12-01 07:46:00,298 - Epoch: [10][11000/31148] Overall Loss 0.009481 Objective Loss 0.000000 Distill Loss 0.009481 LR 0.000500 Time 0.440449 +2023-12-01 07:46:49,049 - Epoch: [10][11100/31148] Overall Loss 0.009480 Objective Loss 0.000000 Distill Loss 0.009480 LR 0.000500 Time 0.440872 +2023-12-01 07:47:33,032 - Epoch: [10][11200/31148] Overall Loss 0.009479 Objective Loss 0.000000 Distill Loss 0.009479 LR 0.000500 Time 0.440862 +2023-12-01 07:48:13,005 - Epoch: [10][11300/31148] Overall Loss 0.009478 Objective Loss 0.000000 Distill Loss 0.009478 LR 0.000500 Time 0.440498 +2023-12-01 07:49:04,226 - Epoch: [10][11400/31148] Overall Loss 0.009479 Objective Loss 0.000000 Distill Loss 0.009479 LR 0.000500 Time 0.441126 +2023-12-01 07:49:48,009 - Epoch: [10][11500/31148] Overall Loss 0.009479 Objective Loss 0.000000 Distill Loss 0.009479 LR 0.000500 Time 0.441097 +2023-12-01 07:50:30,701 - Epoch: [10][11600/31148] Overall Loss 0.009479 Objective Loss 0.000000 Distill Loss 0.009479 LR 0.000500 Time 0.440974 +2023-12-01 07:51:23,907 - Epoch: [10][11700/31148] Overall Loss 0.009478 Objective Loss 0.000000 Distill Loss 0.009478 LR 0.000500 Time 0.441752 +2023-12-01 07:52:06,917 - Epoch: [10][11800/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.441652 +2023-12-01 07:52:50,552 - Epoch: [10][11900/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.441607 +2023-12-01 07:53:45,702 - Epoch: [10][12000/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.442522 +2023-12-01 07:54:42,094 - Epoch: [10][12100/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.443525 +2023-12-01 07:55:40,062 - Epoch: [10][12200/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.444640 +2023-12-01 07:56:21,432 - Epoch: [10][12300/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.444388 +2023-12-01 07:57:18,341 - Epoch: [10][12400/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.445393 +2023-12-01 07:58:05,571 - Epoch: [10][12500/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.445608 +2023-12-01 07:58:54,122 - Epoch: [10][12600/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.445924 +2023-12-01 07:59:36,831 - Epoch: [10][12700/31148] Overall Loss 0.009474 Objective Loss 0.000000 Distill Loss 0.009474 LR 0.000500 Time 0.445775 +2023-12-01 08:00:33,233 - Epoch: [10][12800/31148] Overall Loss 0.009474 Objective Loss 0.000000 Distill Loss 0.009474 LR 0.000500 Time 0.446698 +2023-12-01 08:01:36,811 - Epoch: [10][12900/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.448163 +2023-12-01 08:02:20,856 - Epoch: [10][13000/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.448103 +2023-12-01 08:03:07,606 - Epoch: [10][13100/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.448251 +2023-12-01 08:03:56,726 - Epoch: [10][13200/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.448576 +2023-12-01 08:04:44,689 - Epoch: [10][13300/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.448809 +2023-12-01 08:05:31,852 - Epoch: [10][13400/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.448978 +2023-12-01 08:06:24,651 - Epoch: [10][13500/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.449563 +2023-12-01 08:07:17,470 - Epoch: [10][13600/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.450141 +2023-12-01 08:08:00,436 - Epoch: [10][13700/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.449991 +2023-12-01 08:08:47,490 - Epoch: [10][13800/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.450139 +2023-12-01 08:09:30,254 - Epoch: [10][13900/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.449977 +2023-12-01 08:10:16,817 - Epoch: [10][14000/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.450088 +2023-12-01 08:11:03,909 - Epoch: [10][14100/31148] Overall Loss 0.009476 Objective Loss 0.000000 Distill Loss 0.009476 LR 0.000500 Time 0.450235 +2023-12-01 08:11:51,265 - Epoch: [10][14200/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.450399 +2023-12-01 08:12:35,435 - Epoch: [10][14300/31148] Overall Loss 0.009475 Objective Loss 0.000000 Distill Loss 0.009475 LR 0.000500 Time 0.450338 +2023-12-01 08:13:19,153 - Epoch: [10][14400/31148] Overall Loss 0.009474 Objective Loss 0.000000 Distill Loss 0.009474 LR 0.000500 Time 0.450246 +2023-12-01 08:13:57,181 - Epoch: [10][14500/31148] Overall Loss 0.009474 Objective Loss 0.000000 Distill Loss 0.009474 LR 0.000500 Time 0.449763 +2023-12-01 08:14:40,937 - Epoch: [10][14600/31148] Overall Loss 0.009473 Objective Loss 0.000000 Distill Loss 0.009473 LR 0.000500 Time 0.449679 +2023-12-01 08:15:37,400 - Epoch: [10][14700/31148] Overall Loss 0.009471 Objective Loss 0.000000 Distill Loss 0.009471 LR 0.000500 Time 0.450460 +2023-12-01 08:16:29,011 - Epoch: [10][14800/31148] Overall Loss 0.009471 Objective Loss 0.000000 Distill Loss 0.009471 LR 0.000500 Time 0.450903 +2023-12-01 08:17:34,184 - Epoch: [10][14900/31148] Overall Loss 0.009471 Objective Loss 0.000000 Distill Loss 0.009471 LR 0.000500 Time 0.452250 +2023-12-01 08:18:12,587 - Epoch: [10][15000/31148] Overall Loss 0.009471 Objective Loss 0.000000 Distill Loss 0.009471 LR 0.000500 Time 0.451795 +2023-12-01 08:18:56,244 - Epoch: [10][15100/31148] Overall Loss 0.009472 Objective Loss 0.000000 Distill Loss 0.009472 LR 0.000500 Time 0.451694 +2023-12-01 08:19:45,779 - Epoch: [10][15200/31148] Overall Loss 0.009472 Objective Loss 0.000000 Distill Loss 0.009472 LR 0.000500 Time 0.451981 +2023-12-01 08:20:33,829 - Epoch: [10][15300/31148] Overall Loss 0.009473 Objective Loss 0.000000 Distill Loss 0.009473 LR 0.000500 Time 0.452166 +2023-12-01 08:21:11,391 - Epoch: [10][15400/31148] Overall Loss 0.009473 Objective Loss 0.000000 Distill Loss 0.009473 LR 0.000500 Time 0.451669 +2023-12-01 08:22:03,654 - Epoch: [10][15500/31148] Overall Loss 0.009473 Objective Loss 0.000000 Distill Loss 0.009473 LR 0.000500 Time 0.452126 +2023-12-01 08:22:45,012 - Epoch: [10][15600/31148] Overall Loss 0.009472 Objective Loss 0.000000 Distill Loss 0.009472 LR 0.000500 Time 0.451879 +2023-12-01 08:23:36,022 - Epoch: [10][15700/31148] Overall Loss 0.009472 Objective Loss 0.000000 Distill Loss 0.009472 LR 0.000500 Time 0.452249 +2023-12-01 08:24:19,394 - Epoch: [10][15800/31148] Overall Loss 0.009472 Objective Loss 0.000000 Distill Loss 0.009472 LR 0.000500 Time 0.452131 +2023-12-01 08:25:05,898 - Epoch: [10][15900/31148] Overall Loss 0.009471 Objective Loss 0.000000 Distill Loss 0.009471 LR 0.000500 Time 0.452212 +2023-12-01 08:25:59,236 - Epoch: [10][16000/31148] Overall Loss 0.009471 Objective Loss 0.000000 Distill Loss 0.009471 LR 0.000500 Time 0.452719 +2023-12-01 08:26:44,190 - Epoch: [10][16100/31148] Overall Loss 0.009470 Objective Loss 0.000000 Distill Loss 0.009470 LR 0.000500 Time 0.452699 +2023-12-01 08:27:27,097 - Epoch: [10][16200/31148] Overall Loss 0.009470 Objective Loss 0.000000 Distill Loss 0.009470 LR 0.000500 Time 0.452552 +2023-12-01 08:28:26,743 - Epoch: [10][16300/31148] Overall Loss 0.009470 Objective Loss 0.000000 Distill Loss 0.009470 LR 0.000500 Time 0.453435 +2023-12-01 08:29:23,201 - Epoch: [10][16400/31148] Overall Loss 0.009470 Objective Loss 0.000000 Distill Loss 0.009470 LR 0.000500 Time 0.454112 +2023-12-01 08:30:07,155 - Epoch: [10][16500/31148] Overall Loss 0.009470 Objective Loss 0.000000 Distill Loss 0.009470 LR 0.000500 Time 0.454023 +2023-12-01 08:31:07,939 - Epoch: [10][16600/31148] Overall Loss 0.009470 Objective Loss 0.000000 Distill Loss 0.009470 LR 0.000500 Time 0.454949 +2023-12-01 08:31:48,901 - Epoch: [10][16700/31148] Overall Loss 0.009470 Objective Loss 0.000000 Distill Loss 0.009470 LR 0.000500 Time 0.454677 +2023-12-01 08:32:31,408 - Epoch: [10][16800/31148] Overall Loss 0.009469 Objective Loss 0.000000 Distill Loss 0.009469 LR 0.000500 Time 0.454501 +2023-12-01 08:33:23,256 - Epoch: [10][16900/31148] Overall Loss 0.009469 Objective Loss 0.000000 Distill Loss 0.009469 LR 0.000500 Time 0.454879 +2023-12-01 08:34:09,592 - Epoch: [10][17000/31148] Overall Loss 0.009469 Objective Loss 0.000000 Distill Loss 0.009469 LR 0.000500 Time 0.454928 +2023-12-01 08:34:54,385 - Epoch: [10][17100/31148] Overall Loss 0.009469 Objective Loss 0.000000 Distill Loss 0.009469 LR 0.000500 Time 0.454887 +2023-12-01 08:35:44,771 - Epoch: [10][17200/31148] Overall Loss 0.009469 Objective Loss 0.000000 Distill Loss 0.009469 LR 0.000500 Time 0.455171 +2023-12-01 08:36:34,843 - Epoch: [10][17300/31148] Overall Loss 0.009469 Objective Loss 0.000000 Distill Loss 0.009469 LR 0.000500 Time 0.455434 +2023-12-01 08:37:21,127 - Epoch: [10][17400/31148] Overall Loss 0.009469 Objective Loss 0.000000 Distill Loss 0.009469 LR 0.000500 Time 0.455476 +2023-12-01 08:38:03,116 - Epoch: [10][17500/31148] Overall Loss 0.009468 Objective Loss 0.000000 Distill Loss 0.009468 LR 0.000500 Time 0.455273 +2023-12-01 08:38:51,660 - Epoch: [10][17600/31148] Overall Loss 0.009468 Objective Loss 0.000000 Distill Loss 0.009468 LR 0.000500 Time 0.455444 +2023-12-01 08:39:45,237 - Epoch: [10][17700/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.455897 +2023-12-01 08:40:19,662 - Epoch: [10][17800/31148] Overall Loss 0.009468 Objective Loss 0.000000 Distill Loss 0.009468 LR 0.000500 Time 0.455269 +2023-12-01 08:41:15,659 - Epoch: [10][17900/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.455854 +2023-12-01 08:42:10,371 - Epoch: [10][18000/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456360 +2023-12-01 08:42:59,674 - Epoch: [10][18100/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456563 +2023-12-01 08:43:48,749 - Epoch: [10][18200/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456750 +2023-12-01 08:44:32,186 - Epoch: [10][18300/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456627 +2023-12-01 08:45:18,823 - Epoch: [10][18400/31148] Overall Loss 0.009468 Objective Loss 0.000000 Distill Loss 0.009468 LR 0.000500 Time 0.456680 +2023-12-01 08:46:03,682 - Epoch: [10][18500/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456636 +2023-12-01 08:46:42,827 - Epoch: [10][18600/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456285 +2023-12-01 08:47:26,369 - Epoch: [10][18700/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456173 +2023-12-01 08:48:16,095 - Epoch: [10][18800/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456391 +2023-12-01 08:48:56,127 - Epoch: [10][18900/31148] Overall Loss 0.009467 Objective Loss 0.000000 Distill Loss 0.009467 LR 0.000500 Time 0.456094 +2023-12-01 08:49:48,436 - Epoch: [10][19000/31148] Overall Loss 0.009466 Objective Loss 0.000000 Distill Loss 0.009466 LR 0.000500 Time 0.456446 +2023-12-01 08:50:36,339 - Epoch: [10][19100/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.456564 +2023-12-01 08:51:29,146 - Epoch: [10][19200/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.456936 +2023-12-01 08:52:07,778 - Epoch: [10][19300/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.456570 +2023-12-01 08:52:53,856 - Epoch: [10][19400/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.456591 +2023-12-01 08:53:35,431 - Epoch: [10][19500/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.456381 +2023-12-01 08:54:34,972 - Epoch: [10][19600/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.457090 +2023-12-01 08:55:15,261 - Epoch: [10][19700/31148] Overall Loss 0.009466 Objective Loss 0.000000 Distill Loss 0.009466 LR 0.000500 Time 0.456815 +2023-12-01 08:56:12,111 - Epoch: [10][19800/31148] Overall Loss 0.009466 Objective Loss 0.000000 Distill Loss 0.009466 LR 0.000500 Time 0.457379 +2023-12-01 08:57:00,706 - Epoch: [10][19900/31148] Overall Loss 0.009466 Objective Loss 0.000000 Distill Loss 0.009466 LR 0.000500 Time 0.457522 +2023-12-01 08:57:47,146 - Epoch: [10][20000/31148] Overall Loss 0.009466 Objective Loss 0.000000 Distill Loss 0.009466 LR 0.000500 Time 0.457556 +2023-12-01 08:58:26,339 - Epoch: [10][20100/31148] Overall Loss 0.009466 Objective Loss 0.000000 Distill Loss 0.009466 LR 0.000500 Time 0.457229 +2023-12-01 08:59:13,942 - Epoch: [10][20200/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.457322 +2023-12-01 09:00:08,390 - Epoch: [10][20300/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.457751 +2023-12-01 09:00:50,728 - Epoch: [10][20400/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.457582 +2023-12-01 09:01:36,104 - Epoch: [10][20500/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.457563 +2023-12-01 09:02:18,990 - Epoch: [10][20600/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.457423 +2023-12-01 09:03:05,095 - Epoch: [10][20700/31148] Overall Loss 0.009464 Objective Loss 0.000000 Distill Loss 0.009464 LR 0.000500 Time 0.457440 +2023-12-01 09:03:45,757 - Epoch: [10][20800/31148] Overall Loss 0.009464 Objective Loss 0.000000 Distill Loss 0.009464 LR 0.000500 Time 0.457196 +2023-12-01 09:04:33,144 - Epoch: [10][20900/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.457275 +2023-12-01 09:05:11,866 - Epoch: [10][21000/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.456941 +2023-12-01 09:05:56,133 - Epoch: [10][21100/31148] Overall Loss 0.009465 Objective Loss 0.000000 Distill Loss 0.009465 LR 0.000500 Time 0.456873 +2023-12-01 09:06:31,435 - Epoch: [10][21200/31148] Overall Loss 0.009464 Objective Loss 0.000000 Distill Loss 0.009464 LR 0.000500 Time 0.456383 +2023-12-01 09:07:23,660 - Epoch: [10][21300/31148] Overall Loss 0.009464 Objective Loss 0.000000 Distill Loss 0.009464 LR 0.000500 Time 0.456692 +2023-12-01 09:08:00,198 - Epoch: [10][21400/31148] Overall Loss 0.009464 Objective Loss 0.000000 Distill Loss 0.009464 LR 0.000500 Time 0.456265 +2023-12-01 09:08:43,036 - Epoch: [10][21500/31148] Overall Loss 0.009464 Objective Loss 0.000000 Distill Loss 0.009464 LR 0.000500 Time 0.456135 +2023-12-01 09:09:26,795 - Epoch: [10][21600/31148] Overall Loss 0.009463 Objective Loss 0.000000 Distill Loss 0.009463 LR 0.000500 Time 0.456048 +2023-12-01 09:10:15,658 - Epoch: [10][21700/31148] Overall Loss 0.009464 Objective Loss 0.000000 Distill Loss 0.009464 LR 0.000500 Time 0.456198 +2023-12-01 09:11:03,904 - Epoch: [10][21800/31148] Overall Loss 0.009463 Objective Loss 0.000000 Distill Loss 0.009463 LR 0.000500 Time 0.456318 +2023-12-01 09:11:55,866 - Epoch: [10][21900/31148] Overall Loss 0.009463 Objective Loss 0.000000 Distill Loss 0.009463 LR 0.000500 Time 0.456607 +2023-12-01 09:12:45,632 - Epoch: [10][22000/31148] Overall Loss 0.009463 Objective Loss 0.000000 Distill Loss 0.009463 LR 0.000500 Time 0.456793 +2023-12-01 09:13:27,161 - Epoch: [10][22100/31148] Overall Loss 0.009463 Objective Loss 0.000000 Distill Loss 0.009463 LR 0.000500 Time 0.456605 +2023-12-01 09:14:19,487 - Epoch: [10][22200/31148] Overall Loss 0.009463 Objective Loss 0.000000 Distill Loss 0.009463 LR 0.000500 Time 0.456905 +2023-12-01 09:15:09,833 - Epoch: [10][22300/31148] Overall Loss 0.009463 Objective Loss 0.000000 Distill Loss 0.009463 LR 0.000500 Time 0.457113 +2023-12-01 09:16:00,254 - Epoch: [10][22400/31148] Overall Loss 0.009462 Objective Loss 0.000000 Distill Loss 0.009462 LR 0.000500 Time 0.457323 +2023-12-01 09:16:42,245 - Epoch: [10][22500/31148] Overall Loss 0.009462 Objective Loss 0.000000 Distill Loss 0.009462 LR 0.000500 Time 0.457157 +2023-12-01 09:17:22,287 - Epoch: [10][22600/31148] Overall Loss 0.009462 Objective Loss 0.000000 Distill Loss 0.009462 LR 0.000500 Time 0.456905 +2023-12-01 09:18:11,207 - Epoch: [10][22700/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457047 +2023-12-01 09:19:00,255 - Epoch: [10][22800/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457194 +2023-12-01 09:19:44,548 - Epoch: [10][22900/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457131 +2023-12-01 09:20:36,610 - Epoch: [10][23000/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457407 +2023-12-01 09:21:19,060 - Epoch: [10][23100/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457264 +2023-12-01 09:22:04,572 - Epoch: [10][23200/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457254 +2023-12-01 09:22:57,713 - Epoch: [10][23300/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457572 +2023-12-01 09:23:49,059 - Epoch: [10][23400/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457811 +2023-12-01 09:24:30,494 - Epoch: [10][23500/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457625 +2023-12-01 09:25:14,438 - Epoch: [10][23600/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457548 +2023-12-01 09:26:03,798 - Epoch: [10][23700/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457700 +2023-12-01 09:26:42,470 - Epoch: [10][23800/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457401 +2023-12-01 09:27:22,952 - Epoch: [10][23900/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457181 +2023-12-01 09:28:02,409 - Epoch: [10][24000/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.456920 +2023-12-01 09:28:56,316 - Epoch: [10][24100/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.457260 +2023-12-01 09:29:35,132 - Epoch: [10][24200/31148] Overall Loss 0.009461 Objective Loss 0.000000 Distill Loss 0.009461 LR 0.000500 Time 0.456975 +2023-12-01 09:30:26,492 - Epoch: [10][24300/31148] Overall Loss 0.009460 Objective Loss 0.000000 Distill Loss 0.009460 LR 0.000500 Time 0.457207 +2023-12-01 09:31:08,478 - Epoch: [10][24400/31148] Overall Loss 0.009460 Objective Loss 0.000000 Distill Loss 0.009460 LR 0.000500 Time 0.457054 +2023-12-01 09:31:53,154 - Epoch: [10][24500/31148] Overall Loss 0.009460 Objective Loss 0.000000 Distill Loss 0.009460 LR 0.000500 Time 0.457012 +2023-12-01 09:32:38,467 - Epoch: [10][24600/31148] Overall Loss 0.009460 Objective Loss 0.000000 Distill Loss 0.009460 LR 0.000500 Time 0.456995 +2023-12-01 09:33:29,610 - Epoch: [10][24700/31148] Overall Loss 0.009460 Objective Loss 0.000000 Distill Loss 0.009460 LR 0.000500 Time 0.457216 +2023-12-01 09:34:14,942 - Epoch: [10][24800/31148] Overall Loss 0.009460 Objective Loss 0.000000 Distill Loss 0.009460 LR 0.000500 Time 0.457200 +2023-12-01 09:35:00,921 - Epoch: [10][24900/31148] Overall Loss 0.009460 Objective Loss 0.000000 Distill Loss 0.009460 LR 0.000500 Time 0.457210 +2023-12-01 09:35:47,812 - Epoch: [10][25000/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.457256 +2023-12-01 09:36:27,483 - Epoch: [10][25100/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.457015 +2023-12-01 09:37:16,495 - Epoch: [10][25200/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.457146 +2023-12-01 09:37:56,371 - Epoch: [10][25300/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.456915 +2023-12-01 09:38:41,584 - Epoch: [10][25400/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.456896 +2023-12-01 09:39:38,606 - Epoch: [10][25500/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.457339 +2023-12-01 09:40:17,669 - Epoch: [10][25600/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.457079 +2023-12-01 09:41:00,431 - Epoch: [10][25700/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.456964 +2023-12-01 09:41:45,550 - Epoch: [10][25800/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.456941 +2023-12-01 09:42:33,092 - Epoch: [10][25900/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.457012 +2023-12-01 09:43:13,265 - Epoch: [10][26000/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.456799 +2023-12-01 09:43:59,745 - Epoch: [10][26100/31148] Overall Loss 0.009459 Objective Loss 0.000000 Distill Loss 0.009459 LR 0.000500 Time 0.456829 +2023-12-01 09:44:48,830 - Epoch: [10][26200/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456959 +2023-12-01 09:45:41,151 - Epoch: [10][26300/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.457211 +2023-12-01 09:46:23,397 - Epoch: [10][26400/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.457079 +2023-12-01 09:47:09,369 - Epoch: [10][26500/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.457088 +2023-12-01 09:47:49,260 - Epoch: [10][26600/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456869 +2023-12-01 09:48:30,426 - Epoch: [10][26700/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456700 +2023-12-01 09:49:16,867 - Epoch: [10][26800/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456728 +2023-12-01 09:50:02,495 - Epoch: [10][26900/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456726 +2023-12-01 09:50:44,988 - Epoch: [10][27000/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456608 +2023-12-01 09:51:32,266 - Epoch: [10][27100/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456668 +2023-12-01 09:52:20,946 - Epoch: [10][27200/31148] Overall Loss 0.009458 Objective Loss 0.000000 Distill Loss 0.009458 LR 0.000500 Time 0.456778 +2023-12-01 09:53:06,110 - Epoch: [10][27300/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456759 +2023-12-01 09:53:52,622 - Epoch: [10][27400/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456789 +2023-12-01 09:54:37,298 - Epoch: [10][27500/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456753 +2023-12-01 09:55:17,174 - Epoch: [10][27600/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456542 +2023-12-01 09:56:00,096 - Epoch: [10][27700/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456443 +2023-12-01 09:56:48,627 - Epoch: [10][27800/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456547 +2023-12-01 09:57:31,411 - Epoch: [10][27900/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456444 +2023-12-01 09:58:18,407 - Epoch: [10][28000/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456492 +2023-12-01 09:58:53,195 - Epoch: [10][28100/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456105 +2023-12-01 09:59:41,711 - Epoch: [10][28200/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.456208 +2023-12-01 10:00:25,021 - Epoch: [10][28300/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.456126 +2023-12-01 10:01:12,004 - Epoch: [10][28400/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.456174 +2023-12-01 10:02:09,711 - Epoch: [10][28500/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456598 +2023-12-01 10:02:54,495 - Epoch: [10][28600/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.456567 +2023-12-01 10:03:32,614 - Epoch: [10][28700/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.456304 +2023-12-01 10:04:19,192 - Epoch: [10][28800/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.456337 +2023-12-01 10:05:03,582 - Epoch: [10][28900/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456293 +2023-12-01 10:05:43,730 - Epoch: [10][29000/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456104 +2023-12-01 10:06:26,813 - Epoch: [10][29100/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456017 +2023-12-01 10:07:11,971 - Epoch: [10][29200/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456001 +2023-12-01 10:07:59,588 - Epoch: [10][29300/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.456070 +2023-12-01 10:08:46,655 - Epoch: [10][29400/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.456119 +2023-12-01 10:09:18,770 - Epoch: [10][29500/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.455662 +2023-12-01 10:09:57,884 - Epoch: [10][29600/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.455443 +2023-12-01 10:10:39,308 - Epoch: [10][29700/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.455304 +2023-12-01 10:11:19,300 - Epoch: [10][29800/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.455118 +2023-12-01 10:12:04,451 - Epoch: [10][29900/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.455106 +2023-12-01 10:12:48,914 - Epoch: [10][30000/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.455071 +2023-12-01 10:13:24,311 - Epoch: [10][30100/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.454735 +2023-12-01 10:14:05,972 - Epoch: [10][30200/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.454608 +2023-12-01 10:15:05,088 - Epoch: [10][30300/31148] Overall Loss 0.009457 Objective Loss 0.000000 Distill Loss 0.009457 LR 0.000500 Time 0.455059 +2023-12-01 10:15:42,194 - Epoch: [10][30400/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.454782 +2023-12-01 10:16:13,190 - Epoch: [10][30500/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.454307 +2023-12-01 10:16:41,480 - Epoch: [10][30600/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.453747 +2023-12-01 10:17:09,145 - Epoch: [10][30700/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.453170 +2023-12-01 10:17:38,052 - Epoch: [10][30800/31148] Overall Loss 0.009456 Objective Loss 0.000000 Distill Loss 0.009456 LR 0.000500 Time 0.452637 +2023-12-01 10:18:05,862 - Epoch: [10][30900/31148] Overall Loss 0.009455 Objective Loss 0.000000 Distill Loss 0.009455 LR 0.000500 Time 0.452072 +2023-12-01 10:18:35,404 - Epoch: [10][31000/31148] Overall Loss 0.009455 Objective Loss 0.000000 Distill Loss 0.009455 LR 0.000500 Time 0.451566 +2023-12-01 10:19:03,362 - Epoch: [10][31100/31148] Overall Loss 0.009455 Objective Loss 0.000000 Distill Loss 0.009455 LR 0.000500 Time 0.451013 +2023-12-01 10:19:17,267 - Epoch: [10][31148/31148] Overall Loss 0.009455 Objective Loss 0.000000 Distill Loss 0.009455 LR 0.000500 Time 0.450764 +2023-12-01 10:19:17,660 - --- validate (epoch=10)----------- +2023-12-01 10:19:17,660 - 167951 samples (100 per mini-batch) +2023-12-01 10:19:38,732 - Epoch: [10][ 100/ 1680] Loss 0.000000 Overall Loss 0.010058 +2023-12-01 10:19:58,544 - Epoch: [10][ 200/ 1680] Loss 0.000000 Overall Loss 0.010067 +2023-12-01 10:20:18,327 - Epoch: [10][ 300/ 1680] Loss 0.000000 Overall Loss 0.010079 +2023-12-01 10:20:38,116 - Epoch: [10][ 400/ 1680] Loss 0.000000 Overall Loss 0.010078 +2023-12-01 10:20:57,903 - Epoch: [10][ 500/ 1680] Loss 0.000000 Overall Loss 0.010085 +2023-12-01 10:21:17,858 - Epoch: [10][ 600/ 1680] Loss 0.000000 Overall Loss 0.010081 +2023-12-01 10:21:37,890 - Epoch: [10][ 700/ 1680] Loss 0.000000 Overall Loss 0.010093 +2023-12-01 10:21:57,944 - Epoch: [10][ 800/ 1680] Loss 0.000000 Overall Loss 0.010087 +2023-12-01 10:22:17,975 - Epoch: [10][ 900/ 1680] Loss 0.000000 Overall Loss 0.010083 +2023-12-01 10:22:37,957 - Epoch: [10][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010082 +2023-12-01 10:22:57,953 - Epoch: [10][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010079 +2023-12-01 10:23:17,941 - Epoch: [10][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010075 +2023-12-01 10:23:37,938 - Epoch: [10][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010074 +2023-12-01 10:23:57,952 - Epoch: [10][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010075 +2023-12-01 10:24:17,965 - Epoch: [10][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010078 +2023-12-01 10:24:37,959 - Epoch: [10][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010081 +2023-12-01 10:24:53,882 - Epoch: [10][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010078 +2023-12-01 10:24:54,587 - ==> Overall Loss: 0.010 + +2023-12-01 10:24:54,595 - ==> Best [Overall Loss: 0.010078 on epoch: 10] +2023-12-01 10:24:54,595 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-01 10:24:54,646 - + +2023-12-01 10:24:54,647 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-01 10:26:03,303 - Epoch: [11][ 100/31148] Overall Loss 0.009420 Objective Loss 0.000000 Distill Loss 0.009420 LR 0.000500 Time 0.686478 +2023-12-01 10:26:43,608 - Epoch: [11][ 200/31148] Overall Loss 0.009395 Objective Loss 0.000000 Distill Loss 0.009395 LR 0.000500 Time 0.544701 +2023-12-01 10:27:40,232 - Epoch: [11][ 300/31148] Overall Loss 0.009368 Objective Loss 0.000000 Distill Loss 0.009368 LR 0.000500 Time 0.551856 +2023-12-01 10:28:20,800 - Epoch: [11][ 400/31148] Overall Loss 0.009370 Objective Loss 0.000000 Distill Loss 0.009370 LR 0.000500 Time 0.515292 +2023-12-01 10:29:29,380 - Epoch: [11][ 500/31148] Overall Loss 0.009365 Objective Loss 0.000000 Distill Loss 0.009365 LR 0.000500 Time 0.549377 +2023-12-01 10:30:19,564 - Epoch: [11][ 600/31148] Overall Loss 0.009361 Objective Loss 0.000000 Distill Loss 0.009361 LR 0.000500 Time 0.541442 +2023-12-01 10:30:54,719 - Epoch: [11][ 700/31148] Overall Loss 0.009366 Objective Loss 0.000000 Distill Loss 0.009366 LR 0.000500 Time 0.514304 +2023-12-01 10:31:33,215 - Epoch: [11][ 800/31148] Overall Loss 0.009377 Objective Loss 0.000000 Distill Loss 0.009377 LR 0.000500 Time 0.498128 +2023-12-01 10:32:21,646 - Epoch: [11][ 900/31148] Overall Loss 0.009374 Objective Loss 0.000000 Distill Loss 0.009374 LR 0.000500 Time 0.496583 +2023-12-01 10:33:14,022 - Epoch: [11][ 1000/31148] Overall Loss 0.009370 Objective Loss 0.000000 Distill Loss 0.009370 LR 0.000500 Time 0.499292 +2023-12-01 10:33:54,362 - Epoch: [11][ 1100/31148] Overall Loss 0.009373 Objective Loss 0.000000 Distill Loss 0.009373 LR 0.000500 Time 0.490568 +2023-12-01 10:34:52,252 - Epoch: [11][ 1200/31148] Overall Loss 0.009373 Objective Loss 0.000000 Distill Loss 0.009373 LR 0.000500 Time 0.497923 +2023-12-01 10:35:25,871 - Epoch: [11][ 1300/31148] Overall Loss 0.009375 Objective Loss 0.000000 Distill Loss 0.009375 LR 0.000500 Time 0.485476 +2023-12-01 10:36:05,419 - Epoch: [11][ 1400/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.479042 +2023-12-01 10:36:55,661 - Epoch: [11][ 1500/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.480596 +2023-12-01 10:37:42,823 - Epoch: [11][ 1600/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.480030 +2023-12-01 10:38:36,754 - Epoch: [11][ 1700/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.483512 +2023-12-01 10:39:22,146 - Epoch: [11][ 1800/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.481863 +2023-12-01 10:40:09,853 - Epoch: [11][ 1900/31148] Overall Loss 0.009377 Objective Loss 0.000000 Distill Loss 0.009377 LR 0.000500 Time 0.481607 +2023-12-01 10:40:52,326 - Epoch: [11][ 2000/31148] Overall Loss 0.009377 Objective Loss 0.000000 Distill Loss 0.009377 LR 0.000500 Time 0.478760 +2023-12-01 10:41:44,281 - Epoch: [11][ 2100/31148] Overall Loss 0.009377 Objective Loss 0.000000 Distill Loss 0.009377 LR 0.000500 Time 0.480698 +2023-12-01 10:42:26,254 - Epoch: [11][ 2200/31148] Overall Loss 0.009374 Objective Loss 0.000000 Distill Loss 0.009374 LR 0.000500 Time 0.477923 +2023-12-01 10:43:15,571 - Epoch: [11][ 2300/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.478583 +2023-12-01 10:43:52,983 - Epoch: [11][ 2400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.474228 +2023-12-01 10:44:32,458 - Epoch: [11][ 2500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.471045 +2023-12-01 10:45:04,764 - Epoch: [11][ 2600/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.465351 +2023-12-01 10:45:51,747 - Epoch: [11][ 2700/31148] Overall Loss 0.009390 Objective Loss 0.000000 Distill Loss 0.009390 LR 0.000500 Time 0.465514 +2023-12-01 10:46:43,247 - Epoch: [11][ 2800/31148] Overall Loss 0.009387 Objective Loss 0.000000 Distill Loss 0.009387 LR 0.000500 Time 0.467279 +2023-12-01 10:47:33,833 - Epoch: [11][ 2900/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.468607 +2023-12-01 10:48:21,346 - Epoch: [11][ 3000/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.468821 +2023-12-01 10:49:07,403 - Epoch: [11][ 3100/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.468553 +2023-12-01 10:49:51,606 - Epoch: [11][ 3200/31148] Overall Loss 0.009389 Objective Loss 0.000000 Distill Loss 0.009389 LR 0.000500 Time 0.467722 +2023-12-01 10:50:39,335 - Epoch: [11][ 3300/31148] Overall Loss 0.009387 Objective Loss 0.000000 Distill Loss 0.009387 LR 0.000500 Time 0.468009 +2023-12-01 10:51:19,896 - Epoch: [11][ 3400/31148] Overall Loss 0.009387 Objective Loss 0.000000 Distill Loss 0.009387 LR 0.000500 Time 0.466172 +2023-12-01 10:52:03,752 - Epoch: [11][ 3500/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.465380 +2023-12-01 10:52:52,794 - Epoch: [11][ 3600/31148] Overall Loss 0.009389 Objective Loss 0.000000 Distill Loss 0.009389 LR 0.000500 Time 0.466074 +2023-12-01 10:53:38,639 - Epoch: [11][ 3700/31148] Overall Loss 0.009393 Objective Loss 0.000000 Distill Loss 0.009393 LR 0.000500 Time 0.465866 +2023-12-01 10:54:28,688 - Epoch: [11][ 3800/31148] Overall Loss 0.009391 Objective Loss 0.000000 Distill Loss 0.009391 LR 0.000500 Time 0.466775 +2023-12-01 10:55:12,675 - Epoch: [11][ 3900/31148] Overall Loss 0.009393 Objective Loss 0.000000 Distill Loss 0.009393 LR 0.000500 Time 0.466082 +2023-12-01 10:55:58,867 - Epoch: [11][ 4000/31148] Overall Loss 0.009395 Objective Loss 0.000000 Distill Loss 0.009395 LR 0.000500 Time 0.465977 +2023-12-01 10:56:45,431 - Epoch: [11][ 4100/31148] Overall Loss 0.009395 Objective Loss 0.000000 Distill Loss 0.009395 LR 0.000500 Time 0.465966 +2023-12-01 10:57:35,974 - Epoch: [11][ 4200/31148] Overall Loss 0.009395 Objective Loss 0.000000 Distill Loss 0.009395 LR 0.000500 Time 0.466904 +2023-12-01 10:58:43,771 - Epoch: [11][ 4300/31148] Overall Loss 0.009398 Objective Loss 0.000000 Distill Loss 0.009398 LR 0.000500 Time 0.471811 +2023-12-01 10:59:35,774 - Epoch: [11][ 4400/31148] Overall Loss 0.009395 Objective Loss 0.000000 Distill Loss 0.009395 LR 0.000500 Time 0.472905 +2023-12-01 11:00:21,708 - Epoch: [11][ 4500/31148] Overall Loss 0.009396 Objective Loss 0.000000 Distill Loss 0.009396 LR 0.000500 Time 0.472602 +2023-12-01 11:01:02,600 - Epoch: [11][ 4600/31148] Overall Loss 0.009396 Objective Loss 0.000000 Distill Loss 0.009396 LR 0.000500 Time 0.471215 +2023-12-01 11:01:51,201 - Epoch: [11][ 4700/31148] Overall Loss 0.009398 Objective Loss 0.000000 Distill Loss 0.009398 LR 0.000500 Time 0.471528 +2023-12-01 11:02:39,255 - Epoch: [11][ 4800/31148] Overall Loss 0.009398 Objective Loss 0.000000 Distill Loss 0.009398 LR 0.000500 Time 0.471715 +2023-12-01 11:03:25,983 - Epoch: [11][ 4900/31148] Overall Loss 0.009397 Objective Loss 0.000000 Distill Loss 0.009397 LR 0.000500 Time 0.471623 +2023-12-01 11:04:15,763 - Epoch: [11][ 5000/31148] Overall Loss 0.009397 Objective Loss 0.000000 Distill Loss 0.009397 LR 0.000500 Time 0.472145 +2023-12-01 11:04:59,782 - Epoch: [11][ 5100/31148] Overall Loss 0.009397 Objective Loss 0.000000 Distill Loss 0.009397 LR 0.000500 Time 0.471517 +2023-12-01 11:05:56,260 - Epoch: [11][ 5200/31148] Overall Loss 0.009397 Objective Loss 0.000000 Distill Loss 0.009397 LR 0.000500 Time 0.473309 +2023-12-01 11:06:39,489 - Epoch: [11][ 5300/31148] Overall Loss 0.009396 Objective Loss 0.000000 Distill Loss 0.009396 LR 0.000500 Time 0.472533 +2023-12-01 11:07:25,938 - Epoch: [11][ 5400/31148] Overall Loss 0.009398 Objective Loss 0.000000 Distill Loss 0.009398 LR 0.000500 Time 0.472383 +2023-12-01 11:08:06,906 - Epoch: [11][ 5500/31148] Overall Loss 0.009396 Objective Loss 0.000000 Distill Loss 0.009396 LR 0.000500 Time 0.471242 +2023-12-01 11:08:50,863 - Epoch: [11][ 5600/31148] Overall Loss 0.009395 Objective Loss 0.000000 Distill Loss 0.009395 LR 0.000500 Time 0.470675 +2023-12-01 11:09:34,654 - Epoch: [11][ 5700/31148] Overall Loss 0.009395 Objective Loss 0.000000 Distill Loss 0.009395 LR 0.000500 Time 0.470099 +2023-12-01 11:10:26,898 - Epoch: [11][ 5800/31148] Overall Loss 0.009394 Objective Loss 0.000000 Distill Loss 0.009394 LR 0.000500 Time 0.471000 +2023-12-01 11:11:30,871 - Epoch: [11][ 5900/31148] Overall Loss 0.009392 Objective Loss 0.000000 Distill Loss 0.009392 LR 0.000500 Time 0.473858 +2023-12-01 11:12:26,230 - Epoch: [11][ 6000/31148] Overall Loss 0.009392 Objective Loss 0.000000 Distill Loss 0.009392 LR 0.000500 Time 0.475186 +2023-12-01 11:13:07,973 - Epoch: [11][ 6100/31148] Overall Loss 0.009393 Objective Loss 0.000000 Distill Loss 0.009393 LR 0.000500 Time 0.474238 +2023-12-01 11:13:50,811 - Epoch: [11][ 6200/31148] Overall Loss 0.009391 Objective Loss 0.000000 Distill Loss 0.009391 LR 0.000500 Time 0.473497 +2023-12-01 11:14:42,004 - Epoch: [11][ 6300/31148] Overall Loss 0.009391 Objective Loss 0.000000 Distill Loss 0.009391 LR 0.000500 Time 0.474105 +2023-12-01 11:15:26,514 - Epoch: [11][ 6400/31148] Overall Loss 0.009391 Objective Loss 0.000000 Distill Loss 0.009391 LR 0.000500 Time 0.473651 +2023-12-01 11:16:14,008 - Epoch: [11][ 6500/31148] Overall Loss 0.009389 Objective Loss 0.000000 Distill Loss 0.009389 LR 0.000500 Time 0.473670 +2023-12-01 11:16:58,574 - Epoch: [11][ 6600/31148] Overall Loss 0.009388 Objective Loss 0.000000 Distill Loss 0.009388 LR 0.000500 Time 0.473244 +2023-12-01 11:17:51,632 - Epoch: [11][ 6700/31148] Overall Loss 0.009387 Objective Loss 0.000000 Distill Loss 0.009387 LR 0.000500 Time 0.474099 +2023-12-01 11:18:30,590 - Epoch: [11][ 6800/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.472855 +2023-12-01 11:19:24,000 - Epoch: [11][ 6900/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.473741 +2023-12-01 11:20:03,358 - Epoch: [11][ 7000/31148] Overall Loss 0.009385 Objective Loss 0.000000 Distill Loss 0.009385 LR 0.000500 Time 0.472595 +2023-12-01 11:20:48,824 - Epoch: [11][ 7100/31148] Overall Loss 0.009385 Objective Loss 0.000000 Distill Loss 0.009385 LR 0.000500 Time 0.472341 +2023-12-01 11:21:29,718 - Epoch: [11][ 7200/31148] Overall Loss 0.009385 Objective Loss 0.000000 Distill Loss 0.009385 LR 0.000500 Time 0.471460 +2023-12-01 11:22:24,590 - Epoch: [11][ 7300/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.472517 +2023-12-01 11:23:10,387 - Epoch: [11][ 7400/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.472319 +2023-12-01 11:23:53,186 - Epoch: [11][ 7500/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.471727 +2023-12-01 11:24:37,693 - Epoch: [11][ 7600/31148] Overall Loss 0.009387 Objective Loss 0.000000 Distill Loss 0.009387 LR 0.000500 Time 0.471375 +2023-12-01 11:25:18,881 - Epoch: [11][ 7700/31148] Overall Loss 0.009386 Objective Loss 0.000000 Distill Loss 0.009386 LR 0.000500 Time 0.470602 +2023-12-01 11:26:14,769 - Epoch: [11][ 7800/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.471733 +2023-12-01 11:26:55,884 - Epoch: [11][ 7900/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.470965 +2023-12-01 11:27:44,304 - Epoch: [11][ 8000/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.471129 +2023-12-01 11:28:25,281 - Epoch: [11][ 8100/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.470371 +2023-12-01 11:29:13,859 - Epoch: [11][ 8200/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.470558 +2023-12-01 11:29:56,886 - Epoch: [11][ 8300/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.470071 +2023-12-01 11:30:41,101 - Epoch: [11][ 8400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.469738 +2023-12-01 11:31:18,947 - Epoch: [11][ 8500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.468663 +2023-12-01 11:32:12,419 - Epoch: [11][ 8600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.469430 +2023-12-01 11:33:02,376 - Epoch: [11][ 8700/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.469776 +2023-12-01 11:33:47,915 - Epoch: [11][ 8800/31148] Overall Loss 0.009384 Objective Loss 0.000000 Distill Loss 0.009384 LR 0.000500 Time 0.469612 +2023-12-01 11:34:33,269 - Epoch: [11][ 8900/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.469430 +2023-12-01 11:35:28,406 - Epoch: [11][ 9000/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.470340 +2023-12-01 11:36:09,175 - Epoch: [11][ 9100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.469650 +2023-12-01 11:36:42,162 - Epoch: [11][ 9200/31148] Overall Loss 0.009384 Objective Loss 0.000000 Distill Loss 0.009384 LR 0.000500 Time 0.468130 +2023-12-01 11:37:34,685 - Epoch: [11][ 9300/31148] Overall Loss 0.009384 Objective Loss 0.000000 Distill Loss 0.009384 LR 0.000500 Time 0.468743 +2023-12-01 11:38:25,542 - Epoch: [11][ 9400/31148] Overall Loss 0.009384 Objective Loss 0.000000 Distill Loss 0.009384 LR 0.000500 Time 0.469166 +2023-12-01 11:39:11,626 - Epoch: [11][ 9500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.469078 +2023-12-01 11:39:58,589 - Epoch: [11][ 9600/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.469083 +2023-12-01 11:40:44,663 - Epoch: [11][ 9700/31148] Overall Loss 0.009384 Objective Loss 0.000000 Distill Loss 0.009384 LR 0.000500 Time 0.468996 +2023-12-01 11:41:32,924 - Epoch: [11][ 9800/31148] Overall Loss 0.009384 Objective Loss 0.000000 Distill Loss 0.009384 LR 0.000500 Time 0.469134 +2023-12-01 11:42:12,706 - Epoch: [11][ 9900/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.468413 +2023-12-01 11:42:54,541 - Epoch: [11][10000/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.467912 +2023-12-01 11:43:49,046 - Epoch: [11][10100/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.468675 +2023-12-01 11:44:32,332 - Epoch: [11][10200/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.468323 +2023-12-01 11:45:13,491 - Epoch: [11][10300/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.467771 +2023-12-01 11:45:53,803 - Epoch: [11][10400/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.467149 +2023-12-01 11:46:53,517 - Epoch: [11][10500/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.468386 +2023-12-01 11:47:37,351 - Epoch: [11][10600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.468102 +2023-12-01 11:48:29,822 - Epoch: [11][10700/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.468630 +2023-12-01 11:49:23,927 - Epoch: [11][10800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.469300 +2023-12-01 11:50:15,543 - Epoch: [11][10900/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.469729 +2023-12-01 11:51:12,509 - Epoch: [11][11000/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.470637 +2023-12-01 11:52:07,094 - Epoch: [11][11100/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.471314 +2023-12-01 11:52:45,403 - Epoch: [11][11200/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470525 +2023-12-01 11:53:23,109 - Epoch: [11][11300/31148] Overall Loss 0.009378 Objective Loss 0.000000 Distill Loss 0.009378 LR 0.000500 Time 0.469698 +2023-12-01 11:54:16,324 - Epoch: [11][11400/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470245 +2023-12-01 11:55:08,832 - Epoch: [11][11500/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470721 +2023-12-01 11:56:00,512 - Epoch: [11][11600/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.471117 +2023-12-01 11:56:42,807 - Epoch: [11][11700/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470705 +2023-12-01 11:57:41,467 - Epoch: [11][11800/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.471687 +2023-12-01 11:58:22,949 - Epoch: [11][11900/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.471208 +2023-12-01 11:59:04,560 - Epoch: [11][12000/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470748 +2023-12-01 11:59:51,678 - Epoch: [11][12100/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470751 +2023-12-01 12:00:45,446 - Epoch: [11][12200/31148] Overall Loss 0.009378 Objective Loss 0.000000 Distill Loss 0.009378 LR 0.000500 Time 0.471299 +2023-12-01 12:01:25,519 - Epoch: [11][12300/31148] Overall Loss 0.009378 Objective Loss 0.000000 Distill Loss 0.009378 LR 0.000500 Time 0.470725 +2023-12-01 12:02:15,080 - Epoch: [11][12400/31148] Overall Loss 0.009378 Objective Loss 0.000000 Distill Loss 0.009378 LR 0.000500 Time 0.470925 +2023-12-01 12:03:02,119 - Epoch: [11][12500/31148] Overall Loss 0.009377 Objective Loss 0.000000 Distill Loss 0.009377 LR 0.000500 Time 0.470920 +2023-12-01 12:03:58,265 - Epoch: [11][12600/31148] Overall Loss 0.009378 Objective Loss 0.000000 Distill Loss 0.009378 LR 0.000500 Time 0.471638 +2023-12-01 12:04:36,335 - Epoch: [11][12700/31148] Overall Loss 0.009378 Objective Loss 0.000000 Distill Loss 0.009378 LR 0.000500 Time 0.470921 +2023-12-01 12:05:17,636 - Epoch: [11][12800/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470468 +2023-12-01 12:06:13,638 - Epoch: [11][12900/31148] Overall Loss 0.009378 Objective Loss 0.000000 Distill Loss 0.009378 LR 0.000500 Time 0.471162 +2023-12-01 12:06:57,788 - Epoch: [11][13000/31148] Overall Loss 0.009379 Objective Loss 0.000000 Distill Loss 0.009379 LR 0.000500 Time 0.470933 +2023-12-01 12:07:42,003 - Epoch: [11][13100/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.470713 +2023-12-01 12:08:27,716 - Epoch: [11][13200/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.470610 +2023-12-01 12:09:06,222 - Epoch: [11][13300/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.469966 +2023-12-01 12:09:51,757 - Epoch: [11][13400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.469856 +2023-12-01 12:10:41,937 - Epoch: [11][13500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.470092 +2023-12-01 12:11:18,734 - Epoch: [11][13600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.469341 +2023-12-01 12:12:19,828 - Epoch: [11][13700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.470374 +2023-12-01 12:13:04,158 - Epoch: [11][13800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.470177 +2023-12-01 12:13:53,386 - Epoch: [11][13900/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.470336 +2023-12-01 12:14:27,891 - Epoch: [11][14000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.469440 +2023-12-01 12:14:58,711 - Epoch: [11][14100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.468296 +2023-12-01 12:15:47,438 - Epoch: [11][14200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.468429 +2023-12-01 12:16:23,711 - Epoch: [11][14300/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.467690 +2023-12-01 12:17:03,603 - Epoch: [11][14400/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.467212 +2023-12-01 12:17:59,598 - Epoch: [11][14500/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.467850 +2023-12-01 12:18:38,851 - Epoch: [11][14600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.467334 +2023-12-01 12:19:24,957 - Epoch: [11][14700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.467291 +2023-12-01 12:20:08,149 - Epoch: [11][14800/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.467051 +2023-12-01 12:20:49,208 - Epoch: [11][14900/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.466672 +2023-12-01 12:21:35,210 - Epoch: [11][15000/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.466627 +2023-12-01 12:22:19,671 - Epoch: [11][15100/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.466481 +2023-12-01 12:23:03,670 - Epoch: [11][15200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.466306 +2023-12-01 12:23:49,944 - Epoch: [11][15300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466282 +2023-12-01 12:24:40,333 - Epoch: [11][15400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466526 +2023-12-01 12:25:21,999 - Epoch: [11][15500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466204 +2023-12-01 12:26:03,335 - Epoch: [11][15600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465864 +2023-12-01 12:26:59,926 - Epoch: [11][15700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.466501 +2023-12-01 12:27:52,718 - Epoch: [11][15800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.466889 +2023-12-01 12:28:35,633 - Epoch: [11][15900/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.466652 +2023-12-01 12:29:22,295 - Epoch: [11][16000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466651 +2023-12-01 12:30:14,941 - Epoch: [11][16100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.467022 +2023-12-01 12:30:52,617 - Epoch: [11][16200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466464 +2023-12-01 12:31:33,241 - Epoch: [11][16300/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.466094 +2023-12-01 12:32:14,529 - Epoch: [11][16400/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.465769 +2023-12-01 12:33:02,737 - Epoch: [11][16500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.465868 +2023-12-01 12:33:46,134 - Epoch: [11][16600/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.465675 +2023-12-01 12:34:33,669 - Epoch: [11][16700/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.465733 +2023-12-01 12:35:29,864 - Epoch: [11][16800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466305 +2023-12-01 12:36:14,933 - Epoch: [11][16900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466212 +2023-12-01 12:36:57,302 - Epoch: [11][17000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.465962 +2023-12-01 12:37:46,218 - Epoch: [11][17100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466097 +2023-12-01 12:38:37,862 - Epoch: [11][17200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466389 +2023-12-01 12:39:28,437 - Epoch: [11][17300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466616 +2023-12-01 12:40:09,464 - Epoch: [11][17400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466292 +2023-12-01 12:40:56,032 - Epoch: [11][17500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.466288 +2023-12-01 12:41:36,747 - Epoch: [11][17600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465951 +2023-12-01 12:42:20,851 - Epoch: [11][17700/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.465810 +2023-12-01 12:43:07,423 - Epoch: [11][17800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465809 +2023-12-01 12:43:58,930 - Epoch: [11][17900/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.466084 +2023-12-01 12:44:35,464 - Epoch: [11][18000/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.465524 +2023-12-01 12:45:15,640 - Epoch: [11][18100/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.465172 +2023-12-01 12:46:05,379 - Epoch: [11][18200/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.465348 +2023-12-01 12:46:43,547 - Epoch: [11][18300/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.464891 +2023-12-01 12:47:36,285 - Epoch: [11][18400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465230 +2023-12-01 12:48:18,717 - Epoch: [11][18500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465008 +2023-12-01 12:49:08,393 - Epoch: [11][18600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465178 +2023-12-01 12:49:58,536 - Epoch: [11][18700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465372 +2023-12-01 12:50:46,532 - Epoch: [11][18800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.465449 +2023-12-01 12:51:23,815 - Epoch: [11][18900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.464959 +2023-12-01 12:52:07,126 - Epoch: [11][19000/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464791 +2023-12-01 12:52:52,738 - Epoch: [11][19100/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.464745 +2023-12-01 12:53:35,694 - Epoch: [11][19200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464561 +2023-12-01 12:54:25,420 - Epoch: [11][19300/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.464730 +2023-12-01 12:55:08,365 - Epoch: [11][19400/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.464548 +2023-12-01 12:55:50,969 - Epoch: [11][19500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464350 +2023-12-01 12:56:37,201 - Epoch: [11][19600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464339 +2023-12-01 12:57:21,864 - Epoch: [11][19700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464249 +2023-12-01 12:58:08,463 - Epoch: [11][19800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464257 +2023-12-01 12:58:57,306 - Epoch: [11][19900/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464378 +2023-12-01 12:59:35,734 - Epoch: [11][20000/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463977 +2023-12-01 13:00:21,455 - Epoch: [11][20100/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463943 +2023-12-01 13:01:04,477 - Epoch: [11][20200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463776 +2023-12-01 13:01:57,451 - Epoch: [11][20300/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464101 +2023-12-01 13:02:43,232 - Epoch: [11][20400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464069 +2023-12-01 13:03:27,222 - Epoch: [11][20500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463951 +2023-12-01 13:04:07,607 - Epoch: [11][20600/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.463659 +2023-12-01 13:04:57,264 - Epoch: [11][20700/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.463818 +2023-12-01 13:05:44,427 - Epoch: [11][20800/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.463855 +2023-12-01 13:06:43,471 - Epoch: [11][20900/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464460 +2023-12-01 13:07:26,693 - Epoch: [11][21000/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464306 +2023-12-01 13:08:12,947 - Epoch: [11][21100/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464298 +2023-12-01 13:08:58,115 - Epoch: [11][21200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464238 +2023-12-01 13:09:42,177 - Epoch: [11][21300/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464126 +2023-12-01 13:10:24,645 - Epoch: [11][21400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463942 +2023-12-01 13:11:10,327 - Epoch: [11][21500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463908 +2023-12-01 13:11:48,780 - Epoch: [11][21600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463540 +2023-12-01 13:12:37,874 - Epoch: [11][21700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463666 +2023-12-01 13:13:29,819 - Epoch: [11][21800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463922 +2023-12-01 13:14:14,544 - Epoch: [11][21900/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463845 +2023-12-01 13:15:06,092 - Epoch: [11][22000/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464080 +2023-12-01 13:15:45,572 - Epoch: [11][22100/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463766 +2023-12-01 13:16:26,750 - Epoch: [11][22200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463532 +2023-12-01 13:17:15,448 - Epoch: [11][22300/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463636 +2023-12-01 13:18:00,558 - Epoch: [11][22400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463580 +2023-12-01 13:18:42,683 - Epoch: [11][22500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463392 +2023-12-01 13:19:31,488 - Epoch: [11][22600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463500 +2023-12-01 13:20:18,646 - Epoch: [11][22700/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.463536 +2023-12-01 13:21:01,845 - Epoch: [11][22800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463397 +2023-12-01 13:21:53,772 - Epoch: [11][22900/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.463641 +2023-12-01 13:22:38,673 - Epoch: [11][23000/31148] Overall Loss 0.009380 Objective Loss 0.000000 Distill Loss 0.009380 LR 0.000500 Time 0.463577 +2023-12-01 13:23:26,077 - Epoch: [11][23100/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463622 +2023-12-01 13:24:15,847 - Epoch: [11][23200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.463768 +2023-12-01 13:24:59,768 - Epoch: [11][23300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463663 +2023-12-01 13:25:47,191 - Epoch: [11][23400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463707 +2023-12-01 13:26:37,808 - Epoch: [11][23500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463888 +2023-12-01 13:27:29,227 - Epoch: [11][23600/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.464101 +2023-12-01 13:28:14,933 - Epoch: [11][23700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.464071 +2023-12-01 13:29:02,046 - Epoch: [11][23800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.464100 +2023-12-01 13:29:37,506 - Epoch: [11][23900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463641 +2023-12-01 13:30:21,962 - Epoch: [11][24000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463562 +2023-12-01 13:30:59,376 - Epoch: [11][24100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463190 +2023-12-01 13:31:42,926 - Epoch: [11][24200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463076 +2023-12-01 13:32:26,968 - Epoch: [11][24300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462982 +2023-12-01 13:33:12,071 - Epoch: [11][24400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.462933 +2023-12-01 13:33:56,837 - Epoch: [11][24500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462870 +2023-12-01 13:34:38,693 - Epoch: [11][24600/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462690 +2023-12-01 13:35:25,335 - Epoch: [11][24700/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462704 +2023-12-01 13:36:17,188 - Epoch: [11][24800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462929 +2023-12-01 13:37:08,985 - Epoch: [11][24900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.463150 +2023-12-01 13:37:46,544 - Epoch: [11][25000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462800 +2023-12-01 13:38:30,315 - Epoch: [11][25100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462699 +2023-12-01 13:39:12,455 - Epoch: [11][25200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462535 +2023-12-01 13:39:54,484 - Epoch: [11][25300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462368 +2023-12-01 13:40:40,295 - Epoch: [11][25400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462351 +2023-12-01 13:41:26,764 - Epoch: [11][25500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462360 +2023-12-01 13:42:09,911 - Epoch: [11][25600/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.462239 +2023-12-01 13:42:41,549 - Epoch: [11][25700/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.461671 +2023-12-01 13:43:08,751 - Epoch: [11][25800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.460936 +2023-12-01 13:43:35,930 - Epoch: [11][25900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.460205 +2023-12-01 13:44:03,613 - Epoch: [11][26000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.459500 +2023-12-01 13:44:31,892 - Epoch: [11][26100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458823 +2023-12-01 13:45:00,805 - Epoch: [11][26200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458175 +2023-12-01 13:45:28,579 - Epoch: [11][26300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.457488 +2023-12-01 13:45:56,741 - Epoch: [11][26400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.456822 +2023-12-01 13:46:24,056 - Epoch: [11][26500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.456129 +2023-12-01 13:46:53,174 - Epoch: [11][26600/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455508 +2023-12-01 13:47:20,351 - Epoch: [11][26700/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454820 +2023-12-01 13:47:46,661 - Epoch: [11][26800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454105 +2023-12-01 13:48:20,047 - Epoch: [11][26900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.453657 +2023-12-01 13:48:52,465 - Epoch: [11][27000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.453178 +2023-12-01 13:49:54,652 - Epoch: [11][27100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.453800 +2023-12-01 13:50:53,385 - Epoch: [11][27200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454290 +2023-12-01 13:51:36,110 - Epoch: [11][27300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454191 +2023-12-01 13:52:29,059 - Epoch: [11][27400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454466 +2023-12-01 13:53:18,883 - Epoch: [11][27500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454624 +2023-12-01 13:54:05,013 - Epoch: [11][27600/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.454648 +2023-12-01 13:54:54,658 - Epoch: [11][27700/31148] Overall Loss 0.009383 Objective Loss 0.000000 Distill Loss 0.009383 LR 0.000500 Time 0.454799 +2023-12-01 13:55:38,017 - Epoch: [11][27800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454723 +2023-12-01 13:56:23,052 - Epoch: [11][27900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454707 +2023-12-01 13:57:06,710 - Epoch: [11][28000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454642 +2023-12-01 13:57:49,938 - Epoch: [11][28100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.454562 +2023-12-01 13:58:46,349 - Epoch: [11][28200/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.454950 +2023-12-01 13:59:29,112 - Epoch: [11][28300/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.454853 +2023-12-01 14:00:29,083 - Epoch: [11][28400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455363 +2023-12-01 14:01:11,028 - Epoch: [11][28500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455237 +2023-12-01 14:02:07,741 - Epoch: [11][28600/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455628 +2023-12-01 14:02:53,452 - Epoch: [11][28700/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455632 +2023-12-01 14:03:38,088 - Epoch: [11][28800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455600 +2023-12-01 14:04:29,342 - Epoch: [11][28900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455797 +2023-12-01 14:05:19,554 - Epoch: [11][29000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.455956 +2023-12-01 14:06:21,628 - Epoch: [11][29100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.456522 +2023-12-01 14:07:24,559 - Epoch: [11][29200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.457114 +2023-12-01 14:08:19,983 - Epoch: [11][29300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.457445 +2023-12-01 14:09:15,512 - Epoch: [11][29400/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.457777 +2023-12-01 14:10:10,278 - Epoch: [11][29500/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.458082 +2023-12-01 14:10:55,198 - Epoch: [11][29600/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.458052 +2023-12-01 14:11:44,789 - Epoch: [11][29700/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.458179 +2023-12-01 14:12:24,378 - Epoch: [11][29800/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.457970 +2023-12-01 14:13:11,770 - Epoch: [11][29900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458023 +2023-12-01 14:13:53,143 - Epoch: [11][30000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.457875 +2023-12-01 14:14:38,023 - Epoch: [11][30100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.457844 +2023-12-01 14:15:32,649 - Epoch: [11][30200/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458137 +2023-12-01 14:16:15,069 - Epoch: [11][30300/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458025 +2023-12-01 14:17:05,211 - Epoch: [11][30400/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458167 +2023-12-01 14:17:44,929 - Epoch: [11][30500/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.457967 +2023-12-01 14:18:43,273 - Epoch: [11][30600/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458377 +2023-12-01 14:19:27,325 - Epoch: [11][30700/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458318 +2023-12-01 14:20:15,642 - Epoch: [11][30800/31148] Overall Loss 0.009381 Objective Loss 0.000000 Distill Loss 0.009381 LR 0.000500 Time 0.458399 +2023-12-01 14:20:59,961 - Epoch: [11][30900/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458349 +2023-12-01 14:21:58,093 - Epoch: [11][31000/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.458746 +2023-12-01 14:22:57,288 - Epoch: [11][31100/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.459174 +2023-12-01 14:23:15,204 - Epoch: [11][31148/31148] Overall Loss 0.009382 Objective Loss 0.000000 Distill Loss 0.009382 LR 0.000500 Time 0.459041 +2023-12-01 14:23:16,204 - --- validate (epoch=11)----------- +2023-12-01 14:23:16,204 - 167951 samples (100 per mini-batch) +2023-12-01 14:23:39,494 - Epoch: [11][ 100/ 1680] Loss 0.000000 Overall Loss 0.010171 +2023-12-01 14:23:59,477 - Epoch: [11][ 200/ 1680] Loss 0.000000 Overall Loss 0.010136 +2023-12-01 14:24:19,528 - Epoch: [11][ 300/ 1680] Loss 0.000000 Overall Loss 0.010110 +2023-12-01 14:24:39,483 - Epoch: [11][ 400/ 1680] Loss 0.000000 Overall Loss 0.010121 +2023-12-01 14:24:59,512 - Epoch: [11][ 500/ 1680] Loss 0.000000 Overall Loss 0.010110 +2023-12-01 14:25:19,594 - Epoch: [11][ 600/ 1680] Loss 0.000000 Overall Loss 0.010110 +2023-12-01 14:25:39,640 - Epoch: [11][ 700/ 1680] Loss 0.000000 Overall Loss 0.010108 +2023-12-01 14:25:59,664 - Epoch: [11][ 800/ 1680] Loss 0.000000 Overall Loss 0.010108 +2023-12-01 14:26:19,651 - Epoch: [11][ 900/ 1680] Loss 0.000000 Overall Loss 0.010113 +2023-12-01 14:26:39,655 - Epoch: [11][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010114 +2023-12-01 14:26:59,652 - Epoch: [11][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010111 +2023-12-01 14:27:19,691 - Epoch: [11][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010110 +2023-12-01 14:27:39,664 - Epoch: [11][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010106 +2023-12-01 14:27:59,689 - Epoch: [11][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010101 +2023-12-01 14:28:19,600 - Epoch: [11][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010106 +2023-12-01 14:28:39,595 - Epoch: [11][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010103 +2023-12-01 14:28:55,537 - Epoch: [11][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010101 +2023-12-01 14:28:56,104 - ==> Overall Loss: 0.010 + +2023-12-01 14:28:56,113 - ==> Best [Overall Loss: 0.010078 on epoch: 10] +2023-12-01 14:28:56,113 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-01 14:28:56,159 - + +2023-12-01 14:28:56,159 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-01 14:29:53,220 - Epoch: [12][ 100/31148] Overall Loss 0.009307 Objective Loss 0.000000 Distill Loss 0.009307 LR 0.000500 Time 0.570502 +2023-12-01 14:30:44,954 - Epoch: [12][ 200/31148] Overall Loss 0.009264 Objective Loss 0.000000 Distill Loss 0.009264 LR 0.000500 Time 0.543885 +2023-12-01 14:31:40,880 - Epoch: [12][ 300/31148] Overall Loss 0.009278 Objective Loss 0.000000 Distill Loss 0.009278 LR 0.000500 Time 0.548987 +2023-12-01 14:32:28,403 - Epoch: [12][ 400/31148] Overall Loss 0.009276 Objective Loss 0.000000 Distill Loss 0.009276 LR 0.000500 Time 0.530529 +2023-12-01 14:33:06,218 - Epoch: [12][ 500/31148] Overall Loss 0.009285 Objective Loss 0.000000 Distill Loss 0.009285 LR 0.000500 Time 0.500037 +2023-12-01 14:33:55,448 - Epoch: [12][ 600/31148] Overall Loss 0.009297 Objective Loss 0.000000 Distill Loss 0.009297 LR 0.000500 Time 0.498735 +2023-12-01 14:34:38,230 - Epoch: [12][ 700/31148] Overall Loss 0.009314 Objective Loss 0.000000 Distill Loss 0.009314 LR 0.000500 Time 0.488594 +2023-12-01 14:35:21,532 - Epoch: [12][ 800/31148] Overall Loss 0.009324 Objective Loss 0.000000 Distill Loss 0.009324 LR 0.000500 Time 0.481636 +2023-12-01 14:36:15,608 - Epoch: [12][ 900/31148] Overall Loss 0.009321 Objective Loss 0.000000 Distill Loss 0.009321 LR 0.000500 Time 0.488197 +2023-12-01 14:37:02,838 - Epoch: [12][ 1000/31148] Overall Loss 0.009314 Objective Loss 0.000000 Distill Loss 0.009314 LR 0.000500 Time 0.486600 +2023-12-01 14:37:57,345 - Epoch: [12][ 1100/31148] Overall Loss 0.009313 Objective Loss 0.000000 Distill Loss 0.009313 LR 0.000500 Time 0.491908 +2023-12-01 14:38:37,586 - Epoch: [12][ 1200/31148] Overall Loss 0.009310 Objective Loss 0.000000 Distill Loss 0.009310 LR 0.000500 Time 0.484444 +2023-12-01 14:39:15,453 - Epoch: [12][ 1300/31148] Overall Loss 0.009312 Objective Loss 0.000000 Distill Loss 0.009312 LR 0.000500 Time 0.476302 +2023-12-01 14:40:00,129 - Epoch: [12][ 1400/31148] Overall Loss 0.009317 Objective Loss 0.000000 Distill Loss 0.009317 LR 0.000500 Time 0.474186 +2023-12-01 14:40:40,648 - Epoch: [12][ 1500/31148] Overall Loss 0.009321 Objective Loss 0.000000 Distill Loss 0.009321 LR 0.000500 Time 0.469581 +2023-12-01 14:41:21,835 - Epoch: [12][ 1600/31148] Overall Loss 0.009317 Objective Loss 0.000000 Distill Loss 0.009317 LR 0.000500 Time 0.465970 +2023-12-01 14:41:58,496 - Epoch: [12][ 1700/31148] Overall Loss 0.009317 Objective Loss 0.000000 Distill Loss 0.009317 LR 0.000500 Time 0.460121 +2023-12-01 14:42:37,498 - Epoch: [12][ 1800/31148] Overall Loss 0.009319 Objective Loss 0.000000 Distill Loss 0.009319 LR 0.000500 Time 0.456222 +2023-12-01 14:43:38,951 - Epoch: [12][ 1900/31148] Overall Loss 0.009321 Objective Loss 0.000000 Distill Loss 0.009321 LR 0.000500 Time 0.464550 +2023-12-01 14:44:29,131 - Epoch: [12][ 2000/31148] Overall Loss 0.009319 Objective Loss 0.000000 Distill Loss 0.009319 LR 0.000500 Time 0.466409 +2023-12-01 14:45:08,397 - Epoch: [12][ 2100/31148] Overall Loss 0.009325 Objective Loss 0.000000 Distill Loss 0.009325 LR 0.000500 Time 0.462893 +2023-12-01 14:45:47,179 - Epoch: [12][ 2200/31148] Overall Loss 0.009323 Objective Loss 0.000000 Distill Loss 0.009323 LR 0.000500 Time 0.459477 +2023-12-01 14:46:20,881 - Epoch: [12][ 2300/31148] Overall Loss 0.009327 Objective Loss 0.000000 Distill Loss 0.009327 LR 0.000500 Time 0.454150 +2023-12-01 14:47:13,633 - Epoch: [12][ 2400/31148] Overall Loss 0.009329 Objective Loss 0.000000 Distill Loss 0.009329 LR 0.000500 Time 0.457204 +2023-12-01 14:47:55,226 - Epoch: [12][ 2500/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.455550 +2023-12-01 14:48:34,197 - Epoch: [12][ 2600/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.453015 +2023-12-01 14:49:19,563 - Epoch: [12][ 2700/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.453036 +2023-12-01 14:50:05,041 - Epoch: [12][ 2800/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.453096 +2023-12-01 14:50:47,633 - Epoch: [12][ 2900/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.452156 +2023-12-01 14:51:31,925 - Epoch: [12][ 3000/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.451845 +2023-12-01 14:52:10,917 - Epoch: [12][ 3100/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.449845 +2023-12-01 14:52:55,132 - Epoch: [12][ 3200/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.449603 +2023-12-01 14:53:38,197 - Epoch: [12][ 3300/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.449026 +2023-12-01 14:54:23,179 - Epoch: [12][ 3400/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.449047 +2023-12-01 14:55:10,096 - Epoch: [12][ 3500/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.449620 +2023-12-01 14:55:53,789 - Epoch: [12][ 3600/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.449265 +2023-12-01 14:56:36,426 - Epoch: [12][ 3700/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.448644 +2023-12-01 14:57:17,278 - Epoch: [12][ 3800/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.447587 +2023-12-01 14:58:14,220 - Epoch: [12][ 3900/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.450708 +2023-12-01 14:58:52,401 - Epoch: [12][ 4000/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.448984 +2023-12-01 14:59:38,843 - Epoch: [12][ 4100/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.449359 +2023-12-01 15:00:38,101 - Epoch: [12][ 4200/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.452767 +2023-12-01 15:01:23,098 - Epoch: [12][ 4300/31148] Overall Loss 0.009343 Objective Loss 0.000000 Distill Loss 0.009343 LR 0.000500 Time 0.452700 +2023-12-01 15:02:01,126 - Epoch: [12][ 4400/31148] Overall Loss 0.009340 Objective Loss 0.000000 Distill Loss 0.009340 LR 0.000500 Time 0.451052 +2023-12-01 15:02:36,063 - Epoch: [12][ 4500/31148] Overall Loss 0.009342 Objective Loss 0.000000 Distill Loss 0.009342 LR 0.000500 Time 0.448791 +2023-12-01 15:03:17,241 - Epoch: [12][ 4600/31148] Overall Loss 0.009342 Objective Loss 0.000000 Distill Loss 0.009342 LR 0.000500 Time 0.447985 +2023-12-01 15:04:07,814 - Epoch: [12][ 4700/31148] Overall Loss 0.009341 Objective Loss 0.000000 Distill Loss 0.009341 LR 0.000500 Time 0.449212 +2023-12-01 15:04:52,599 - Epoch: [12][ 4800/31148] Overall Loss 0.009342 Objective Loss 0.000000 Distill Loss 0.009342 LR 0.000500 Time 0.449182 +2023-12-01 15:05:45,080 - Epoch: [12][ 4900/31148] Overall Loss 0.009343 Objective Loss 0.000000 Distill Loss 0.009343 LR 0.000500 Time 0.450724 +2023-12-01 15:06:19,675 - Epoch: [12][ 5000/31148] Overall Loss 0.009346 Objective Loss 0.000000 Distill Loss 0.009346 LR 0.000500 Time 0.448627 +2023-12-01 15:07:09,407 - Epoch: [12][ 5100/31148] Overall Loss 0.009344 Objective Loss 0.000000 Distill Loss 0.009344 LR 0.000500 Time 0.449580 +2023-12-01 15:07:47,108 - Epoch: [12][ 5200/31148] Overall Loss 0.009346 Objective Loss 0.000000 Distill Loss 0.009346 LR 0.000500 Time 0.448183 +2023-12-01 15:08:29,516 - Epoch: [12][ 5300/31148] Overall Loss 0.009343 Objective Loss 0.000000 Distill Loss 0.009343 LR 0.000500 Time 0.447727 +2023-12-01 15:09:09,654 - Epoch: [12][ 5400/31148] Overall Loss 0.009346 Objective Loss 0.000000 Distill Loss 0.009346 LR 0.000500 Time 0.446867 +2023-12-01 15:09:55,115 - Epoch: [12][ 5500/31148] Overall Loss 0.009347 Objective Loss 0.000000 Distill Loss 0.009347 LR 0.000500 Time 0.447007 +2023-12-01 15:10:28,773 - Epoch: [12][ 5600/31148] Overall Loss 0.009345 Objective Loss 0.000000 Distill Loss 0.009345 LR 0.000500 Time 0.445033 +2023-12-01 15:11:01,823 - Epoch: [12][ 5700/31148] Overall Loss 0.009344 Objective Loss 0.000000 Distill Loss 0.009344 LR 0.000500 Time 0.443023 +2023-12-01 15:11:41,314 - Epoch: [12][ 5800/31148] Overall Loss 0.009344 Objective Loss 0.000000 Distill Loss 0.009344 LR 0.000500 Time 0.442192 +2023-12-01 15:12:39,591 - Epoch: [12][ 5900/31148] Overall Loss 0.009341 Objective Loss 0.000000 Distill Loss 0.009341 LR 0.000500 Time 0.444574 +2023-12-01 15:13:29,883 - Epoch: [12][ 6000/31148] Overall Loss 0.009340 Objective Loss 0.000000 Distill Loss 0.009340 LR 0.000500 Time 0.445545 +2023-12-01 15:14:05,649 - Epoch: [12][ 6100/31148] Overall Loss 0.009341 Objective Loss 0.000000 Distill Loss 0.009341 LR 0.000500 Time 0.444103 +2023-12-01 15:15:05,226 - Epoch: [12][ 6200/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.446548 +2023-12-01 15:15:46,008 - Epoch: [12][ 6300/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.445932 +2023-12-01 15:16:26,100 - Epoch: [12][ 6400/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.445227 +2023-12-01 15:17:14,505 - Epoch: [12][ 6500/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.445823 +2023-12-01 15:17:50,800 - Epoch: [12][ 6600/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.444566 +2023-12-01 15:18:35,213 - Epoch: [12][ 6700/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.444559 +2023-12-01 15:19:22,404 - Epoch: [12][ 6800/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.444960 +2023-12-01 15:20:07,952 - Epoch: [12][ 6900/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.445111 +2023-12-01 15:20:56,667 - Epoch: [12][ 7000/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.445711 +2023-12-01 15:21:35,939 - Epoch: [12][ 7100/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.444963 +2023-12-01 15:22:22,010 - Epoch: [12][ 7200/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.445181 +2023-12-01 15:23:05,315 - Epoch: [12][ 7300/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.445014 +2023-12-01 15:24:09,053 - Epoch: [12][ 7400/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.447612 +2023-12-01 15:24:54,506 - Epoch: [12][ 7500/31148] Overall Loss 0.009339 Objective Loss 0.000000 Distill Loss 0.009339 LR 0.000500 Time 0.447703 +2023-12-01 15:25:41,016 - Epoch: [12][ 7600/31148] Overall Loss 0.009339 Objective Loss 0.000000 Distill Loss 0.009339 LR 0.000500 Time 0.447931 +2023-12-01 15:26:24,297 - Epoch: [12][ 7700/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.447734 +2023-12-01 15:27:14,380 - Epoch: [12][ 7800/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.448414 +2023-12-01 15:28:11,045 - Epoch: [12][ 7900/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.449909 +2023-12-01 15:28:59,613 - Epoch: [12][ 8000/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.450356 +2023-12-01 15:29:45,041 - Epoch: [12][ 8100/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.450403 +2023-12-01 15:30:26,440 - Epoch: [12][ 8200/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.449958 +2023-12-01 15:31:29,708 - Epoch: [12][ 8300/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.452159 +2023-12-01 15:32:06,495 - Epoch: [12][ 8400/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.451154 +2023-12-01 15:32:48,033 - Epoch: [12][ 8500/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.450733 +2023-12-01 15:33:38,253 - Epoch: [12][ 8600/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.451330 +2023-12-01 15:34:27,831 - Epoch: [12][ 8700/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.451840 +2023-12-01 15:35:05,407 - Epoch: [12][ 8800/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.450975 +2023-12-01 15:35:45,009 - Epoch: [12][ 8900/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.450357 +2023-12-01 15:36:31,448 - Epoch: [12][ 9000/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.450512 +2023-12-01 15:37:24,822 - Epoch: [12][ 9100/31148] Overall Loss 0.009336 Objective Loss 0.000000 Distill Loss 0.009336 LR 0.000500 Time 0.451425 +2023-12-01 15:38:06,340 - Epoch: [12][ 9200/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.451031 +2023-12-01 15:38:54,820 - Epoch: [12][ 9300/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.451393 +2023-12-01 15:39:40,609 - Epoch: [12][ 9400/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.451461 +2023-12-01 15:40:22,978 - Epoch: [12][ 9500/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.451168 +2023-12-01 15:41:06,727 - Epoch: [12][ 9600/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.451025 +2023-12-01 15:41:48,839 - Epoch: [12][ 9700/31148] Overall Loss 0.009338 Objective Loss 0.000000 Distill Loss 0.009338 LR 0.000500 Time 0.450716 +2023-12-01 15:42:38,890 - Epoch: [12][ 9800/31148] Overall Loss 0.009339 Objective Loss 0.000000 Distill Loss 0.009339 LR 0.000500 Time 0.451223 +2023-12-01 15:43:25,623 - Epoch: [12][ 9900/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.451385 +2023-12-01 15:44:22,887 - Epoch: [12][10000/31148] Overall Loss 0.009337 Objective Loss 0.000000 Distill Loss 0.009337 LR 0.000500 Time 0.452597 +2023-12-01 15:45:11,501 - Epoch: [12][10100/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.452928 +2023-12-01 15:45:58,636 - Epoch: [12][10200/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.453108 +2023-12-01 15:46:46,200 - Epoch: [12][10300/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.453326 +2023-12-01 15:47:30,979 - Epoch: [12][10400/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.453272 +2023-12-01 15:48:13,354 - Epoch: [12][10500/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.452990 +2023-12-01 15:49:09,983 - Epoch: [12][10600/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.454058 +2023-12-01 15:50:08,319 - Epoch: [12][10700/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.455266 +2023-12-01 15:50:51,471 - Epoch: [12][10800/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.455045 +2023-12-01 15:51:33,031 - Epoch: [12][10900/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.454683 +2023-12-01 15:52:17,554 - Epoch: [12][11000/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.454596 +2023-12-01 15:53:09,240 - Epoch: [12][11100/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.455156 +2023-12-01 15:53:49,672 - Epoch: [12][11200/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.454702 +2023-12-01 15:54:43,039 - Epoch: [12][11300/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.455400 +2023-12-01 15:55:32,960 - Epoch: [12][11400/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.455784 +2023-12-01 15:56:26,047 - Epoch: [12][11500/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456436 +2023-12-01 15:57:17,377 - Epoch: [12][11600/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456926 +2023-12-01 15:58:04,433 - Epoch: [12][11700/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457042 +2023-12-01 15:58:40,578 - Epoch: [12][11800/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456231 +2023-12-01 15:59:28,781 - Epoch: [12][11900/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456447 +2023-12-01 16:00:27,983 - Epoch: [12][12000/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457576 +2023-12-01 16:01:13,211 - Epoch: [12][12100/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457532 +2023-12-01 16:01:57,919 - Epoch: [12][12200/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.457446 +2023-12-01 16:02:44,491 - Epoch: [12][12300/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457512 +2023-12-01 16:03:28,358 - Epoch: [12][12400/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457360 +2023-12-01 16:04:14,013 - Epoch: [12][12500/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457353 +2023-12-01 16:05:02,365 - Epoch: [12][12600/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457560 +2023-12-01 16:05:38,190 - Epoch: [12][12700/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456777 +2023-12-01 16:06:26,414 - Epoch: [12][12800/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456976 +2023-12-01 16:07:07,375 - Epoch: [12][12900/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456608 +2023-12-01 16:07:49,746 - Epoch: [12][13000/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456354 +2023-12-01 16:08:33,342 - Epoch: [12][13100/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456198 +2023-12-01 16:09:21,427 - Epoch: [12][13200/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456384 +2023-12-01 16:10:07,659 - Epoch: [12][13300/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456428 +2023-12-01 16:10:49,209 - Epoch: [12][13400/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456122 +2023-12-01 16:11:38,743 - Epoch: [12][13500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456412 +2023-12-01 16:12:29,435 - Epoch: [12][13600/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456783 +2023-12-01 16:13:08,081 - Epoch: [12][13700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456269 +2023-12-01 16:13:46,894 - Epoch: [12][13800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455775 +2023-12-01 16:14:27,704 - Epoch: [12][13900/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455431 +2023-12-01 16:15:15,877 - Epoch: [12][14000/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455619 +2023-12-01 16:16:11,476 - Epoch: [12][14100/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456330 +2023-12-01 16:16:57,772 - Epoch: [12][14200/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456376 +2023-12-01 16:17:45,749 - Epoch: [12][14300/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456539 +2023-12-01 16:18:29,539 - Epoch: [12][14400/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456409 +2023-12-01 16:19:08,238 - Epoch: [12][14500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455930 +2023-12-01 16:19:49,913 - Epoch: [12][14600/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.455661 +2023-12-01 16:20:33,980 - Epoch: [12][14700/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.455559 +2023-12-01 16:21:18,949 - Epoch: [12][14800/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.455519 +2023-12-01 16:22:08,335 - Epoch: [12][14900/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.455776 +2023-12-01 16:23:06,477 - Epoch: [12][15000/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456613 +2023-12-01 16:23:53,518 - Epoch: [12][15100/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.456704 +2023-12-01 16:24:36,452 - Epoch: [12][15200/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456523 +2023-12-01 16:25:27,603 - Epoch: [12][15300/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456881 +2023-12-01 16:26:09,828 - Epoch: [12][15400/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456656 +2023-12-01 16:26:50,003 - Epoch: [12][15500/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456301 +2023-12-01 16:27:33,021 - Epoch: [12][15600/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456133 +2023-12-01 16:28:22,424 - Epoch: [12][15700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456374 +2023-12-01 16:29:11,460 - Epoch: [12][15800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456589 +2023-12-01 16:30:01,445 - Epoch: [12][15900/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456861 +2023-12-01 16:30:45,724 - Epoch: [12][16000/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456772 +2023-12-01 16:31:27,691 - Epoch: [12][16100/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456541 +2023-12-01 16:32:17,834 - Epoch: [12][16200/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456818 +2023-12-01 16:33:00,960 - Epoch: [12][16300/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456661 +2023-12-01 16:33:40,682 - Epoch: [12][16400/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456298 +2023-12-01 16:34:33,784 - Epoch: [12][16500/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456750 +2023-12-01 16:35:18,500 - Epoch: [12][16600/31148] Overall Loss 0.009335 Objective Loss 0.000000 Distill Loss 0.009335 LR 0.000500 Time 0.456692 +2023-12-01 16:36:05,518 - Epoch: [12][16700/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456772 +2023-12-01 16:36:50,781 - Epoch: [12][16800/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456747 +2023-12-01 16:37:35,106 - Epoch: [12][16900/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456667 +2023-12-01 16:38:32,843 - Epoch: [12][17000/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.457377 +2023-12-01 16:39:04,803 - Epoch: [12][17100/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.456571 +2023-12-01 16:39:54,004 - Epoch: [12][17200/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456776 +2023-12-01 16:40:29,833 - Epoch: [12][17300/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456207 +2023-12-01 16:41:19,537 - Epoch: [12][17400/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456441 +2023-12-01 16:42:14,946 - Epoch: [12][17500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456999 +2023-12-01 16:43:07,017 - Epoch: [12][17600/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.457360 +2023-12-01 16:43:55,176 - Epoch: [12][17700/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457497 +2023-12-01 16:44:35,418 - Epoch: [12][17800/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457187 +2023-12-01 16:45:20,710 - Epoch: [12][17900/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457162 +2023-12-01 16:46:11,717 - Epoch: [12][18000/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457456 +2023-12-01 16:46:54,108 - Epoch: [12][18100/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457270 +2023-12-01 16:47:36,436 - Epoch: [12][18200/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457083 +2023-12-01 16:48:26,072 - Epoch: [12][18300/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457297 +2023-12-01 16:49:13,233 - Epoch: [12][18400/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457375 +2023-12-01 16:50:03,180 - Epoch: [12][18500/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457602 +2023-12-01 16:50:42,882 - Epoch: [12][18600/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457276 +2023-12-01 16:51:18,819 - Epoch: [12][18700/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456752 +2023-12-01 16:52:05,970 - Epoch: [12][18800/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456830 +2023-12-01 16:52:51,043 - Epoch: [12][18900/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456797 +2023-12-01 16:53:39,074 - Epoch: [12][19000/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456921 +2023-12-01 16:54:16,734 - Epoch: [12][19100/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456500 +2023-12-01 16:55:01,796 - Epoch: [12][19200/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456469 +2023-12-01 16:55:54,136 - Epoch: [12][19300/31148] Overall Loss 0.009329 Objective Loss 0.000000 Distill Loss 0.009329 LR 0.000500 Time 0.456815 +2023-12-01 16:56:40,388 - Epoch: [12][19400/31148] Overall Loss 0.009329 Objective Loss 0.000000 Distill Loss 0.009329 LR 0.000500 Time 0.456844 +2023-12-01 16:57:15,043 - Epoch: [12][19500/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456278 +2023-12-01 16:58:07,452 - Epoch: [12][19600/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456624 +2023-12-01 16:58:53,962 - Epoch: [12][19700/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456666 +2023-12-01 16:59:46,171 - Epoch: [12][19800/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456997 +2023-12-01 17:00:24,997 - Epoch: [12][19900/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456651 +2023-12-01 17:01:07,641 - Epoch: [12][20000/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456499 +2023-12-01 17:01:58,527 - Epoch: [12][20100/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456759 +2023-12-01 17:02:57,262 - Epoch: [12][20200/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.457406 +2023-12-01 17:03:36,119 - Epoch: [12][20300/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.457066 +2023-12-01 17:04:14,603 - Epoch: [12][20400/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456712 +2023-12-01 17:04:58,689 - Epoch: [12][20500/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456634 +2023-12-01 17:05:49,171 - Epoch: [12][20600/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456868 +2023-12-01 17:06:32,534 - Epoch: [12][20700/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456755 +2023-12-01 17:07:12,083 - Epoch: [12][20800/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.456460 +2023-12-01 17:07:55,030 - Epoch: [12][20900/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.456331 +2023-12-01 17:08:33,062 - Epoch: [12][21000/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.455968 +2023-12-01 17:09:03,509 - Epoch: [12][21100/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.455250 +2023-12-01 17:09:31,519 - Epoch: [12][21200/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.454424 +2023-12-01 17:09:59,763 - Epoch: [12][21300/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.453616 +2023-12-01 17:10:29,371 - Epoch: [12][21400/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.452880 +2023-12-01 17:10:57,038 - Epoch: [12][21500/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.452060 +2023-12-01 17:11:25,859 - Epoch: [12][21600/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.451301 +2023-12-01 17:11:53,690 - Epoch: [12][21700/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.450504 +2023-12-01 17:12:20,801 - Epoch: [12][21800/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.449681 +2023-12-01 17:12:49,413 - Epoch: [12][21900/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.448933 +2023-12-01 17:13:17,790 - Epoch: [12][22000/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.448183 +2023-12-01 17:13:45,042 - Epoch: [12][22100/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.447387 +2023-12-01 17:14:12,637 - Epoch: [12][22200/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.446615 +2023-12-01 17:14:54,178 - Epoch: [12][22300/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.446475 +2023-12-01 17:15:45,685 - Epoch: [12][22400/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.446781 +2023-12-01 17:16:33,849 - Epoch: [12][22500/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.446935 +2023-12-01 17:17:21,261 - Epoch: [12][22600/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.447055 +2023-12-01 17:18:09,132 - Epoch: [12][22700/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.447194 +2023-12-01 17:18:59,220 - Epoch: [12][22800/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.447429 +2023-12-01 17:19:45,406 - Epoch: [12][22900/31148] Overall Loss 0.009329 Objective Loss 0.000000 Distill Loss 0.009329 LR 0.000500 Time 0.447492 +2023-12-01 17:20:27,486 - Epoch: [12][23000/31148] Overall Loss 0.009329 Objective Loss 0.000000 Distill Loss 0.009329 LR 0.000500 Time 0.447376 +2023-12-01 17:21:14,294 - Epoch: [12][23100/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.447465 +2023-12-01 17:22:06,010 - Epoch: [12][23200/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.447765 +2023-12-01 17:22:56,217 - Epoch: [12][23300/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.447998 +2023-12-01 17:23:42,674 - Epoch: [12][23400/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.448068 +2023-12-01 17:24:35,553 - Epoch: [12][23500/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.448412 +2023-12-01 17:25:31,702 - Epoch: [12][23600/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.448890 +2023-12-01 17:26:22,003 - Epoch: [12][23700/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.449118 +2023-12-01 17:27:18,194 - Epoch: [12][23800/31148] Overall Loss 0.009330 Objective Loss 0.000000 Distill Loss 0.009330 LR 0.000500 Time 0.449592 +2023-12-01 17:28:19,271 - Epoch: [12][23900/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.450266 +2023-12-01 17:29:02,178 - Epoch: [12][24000/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.450177 +2023-12-01 17:29:48,364 - Epoch: [12][24100/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.450226 +2023-12-01 17:30:32,865 - Epoch: [12][24200/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.450204 +2023-12-01 17:31:29,459 - Epoch: [12][24300/31148] Overall Loss 0.009331 Objective Loss 0.000000 Distill Loss 0.009331 LR 0.000500 Time 0.450680 +2023-12-01 17:32:14,432 - Epoch: [12][24400/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.450675 +2023-12-01 17:33:13,568 - Epoch: [12][24500/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.451249 +2023-12-01 17:33:57,938 - Epoch: [12][24600/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.451218 +2023-12-01 17:34:51,365 - Epoch: [12][24700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.451554 +2023-12-01 17:35:44,261 - Epoch: [12][24800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.451866 +2023-12-01 17:36:29,571 - Epoch: [12][24900/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.451871 +2023-12-01 17:37:23,991 - Epoch: [12][25000/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.452240 +2023-12-01 17:38:18,057 - Epoch: [12][25100/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.452592 +2023-12-01 17:39:13,221 - Epoch: [12][25200/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.452985 +2023-12-01 17:39:59,771 - Epoch: [12][25300/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.453034 +2023-12-01 17:40:50,283 - Epoch: [12][25400/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.453239 +2023-12-01 17:41:32,409 - Epoch: [12][25500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.453113 +2023-12-01 17:42:25,130 - Epoch: [12][25600/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.453402 +2023-12-01 17:43:08,565 - Epoch: [12][25700/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.453328 +2023-12-01 17:43:51,997 - Epoch: [12][25800/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.453254 +2023-12-01 17:44:53,183 - Epoch: [12][25900/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.453866 +2023-12-01 17:45:37,938 - Epoch: [12][26000/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.453841 +2023-12-01 17:46:36,639 - Epoch: [12][26100/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.454351 +2023-12-01 17:47:25,613 - Epoch: [12][26200/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.454486 +2023-12-01 17:48:18,523 - Epoch: [12][26300/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.454770 +2023-12-01 17:49:05,084 - Epoch: [12][26400/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.454810 +2023-12-01 17:49:53,261 - Epoch: [12][26500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.454912 +2023-12-01 17:50:40,440 - Epoch: [12][26600/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.454975 +2023-12-01 17:51:33,972 - Epoch: [12][26700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455276 +2023-12-01 17:52:24,710 - Epoch: [12][26800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455470 +2023-12-01 17:53:11,927 - Epoch: [12][26900/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455532 +2023-12-01 17:53:53,036 - Epoch: [12][27000/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455367 +2023-12-01 17:54:45,104 - Epoch: [12][27100/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455608 +2023-12-01 17:55:26,086 - Epoch: [12][27200/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455439 +2023-12-01 17:56:17,252 - Epoch: [12][27300/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455645 +2023-12-01 17:57:08,710 - Epoch: [12][27400/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.455860 +2023-12-01 17:58:08,760 - Epoch: [12][27500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456385 +2023-12-01 17:58:53,593 - Epoch: [12][27600/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456356 +2023-12-01 17:59:54,404 - Epoch: [12][27700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.456903 +2023-12-01 18:00:49,007 - Epoch: [12][27800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.457224 +2023-12-01 18:01:40,975 - Epoch: [12][27900/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457447 +2023-12-01 18:02:27,358 - Epoch: [12][28000/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.457470 +2023-12-01 18:03:28,495 - Epoch: [12][28100/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.458017 +2023-12-01 18:04:09,407 - Epoch: [12][28200/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.457844 +2023-12-01 18:05:07,280 - Epoch: [12][28300/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.458271 +2023-12-01 18:06:05,678 - Epoch: [12][28400/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.458713 +2023-12-01 18:06:58,173 - Epoch: [12][28500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.458945 +2023-12-01 18:07:52,004 - Epoch: [12][28600/31148] Overall Loss 0.009332 Objective Loss 0.000000 Distill Loss 0.009332 LR 0.000500 Time 0.459222 +2023-12-01 18:08:44,180 - Epoch: [12][28700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.459440 +2023-12-01 18:09:26,974 - Epoch: [12][28800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.459331 +2023-12-01 18:10:13,853 - Epoch: [12][28900/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.459363 +2023-12-01 18:10:54,783 - Epoch: [12][29000/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.459190 +2023-12-01 18:11:51,647 - Epoch: [12][29100/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.459566 +2023-12-01 18:12:44,183 - Epoch: [12][29200/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.459791 +2023-12-01 18:13:41,627 - Epoch: [12][29300/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460182 +2023-12-01 18:14:27,488 - Epoch: [12][29400/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460177 +2023-12-01 18:15:21,987 - Epoch: [12][29500/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460464 +2023-12-01 18:16:05,486 - Epoch: [12][29600/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460378 +2023-12-01 18:16:46,411 - Epoch: [12][29700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460205 +2023-12-01 18:17:27,648 - Epoch: [12][29800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460044 +2023-12-01 18:18:21,020 - Epoch: [12][29900/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460291 +2023-12-01 18:19:02,765 - Epoch: [12][30000/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460148 +2023-12-01 18:19:54,275 - Epoch: [12][30100/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460330 +2023-12-01 18:20:39,192 - Epoch: [12][30200/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460293 +2023-12-01 18:21:28,817 - Epoch: [12][30300/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460411 +2023-12-01 18:22:15,889 - Epoch: [12][30400/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460445 +2023-12-01 18:22:52,828 - Epoch: [12][30500/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460146 +2023-12-01 18:23:40,967 - Epoch: [12][30600/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460215 +2023-12-01 18:24:29,371 - Epoch: [12][30700/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460293 +2023-12-01 18:25:18,964 - Epoch: [12][30800/31148] Overall Loss 0.009333 Objective Loss 0.000000 Distill Loss 0.009333 LR 0.000500 Time 0.460408 +2023-12-01 18:26:04,751 - Epoch: [12][30900/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460400 +2023-12-01 18:26:43,769 - Epoch: [12][31000/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460173 +2023-12-01 18:27:35,461 - Epoch: [12][31100/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460355 +2023-12-01 18:27:57,346 - Epoch: [12][31148/31148] Overall Loss 0.009334 Objective Loss 0.000000 Distill Loss 0.009334 LR 0.000500 Time 0.460348 +2023-12-01 18:27:58,304 - --- validate (epoch=12)----------- +2023-12-01 18:27:58,305 - 167951 samples (100 per mini-batch) +2023-12-01 18:28:21,408 - Epoch: [12][ 100/ 1680] Loss 0.000000 Overall Loss 0.009945 +2023-12-01 18:28:41,401 - Epoch: [12][ 200/ 1680] Loss 0.000000 Overall Loss 0.009959 +2023-12-01 18:29:01,356 - Epoch: [12][ 300/ 1680] Loss 0.000000 Overall Loss 0.009956 +2023-12-01 18:29:23,852 - Epoch: [12][ 400/ 1680] Loss 0.000000 Overall Loss 0.009950 +2023-12-01 18:29:46,195 - Epoch: [12][ 500/ 1680] Loss 0.000000 Overall Loss 0.009965 +2023-12-01 18:30:06,197 - Epoch: [12][ 600/ 1680] Loss 0.000000 Overall Loss 0.009970 +2023-12-01 18:30:26,116 - Epoch: [12][ 700/ 1680] Loss 0.000000 Overall Loss 0.009967 +2023-12-01 18:30:46,168 - Epoch: [12][ 800/ 1680] Loss 0.000000 Overall Loss 0.009970 +2023-12-01 18:31:06,096 - Epoch: [12][ 900/ 1680] Loss 0.000000 Overall Loss 0.009975 +2023-12-01 18:31:26,074 - Epoch: [12][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009972 +2023-12-01 18:31:46,090 - Epoch: [12][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009975 +2023-12-01 18:32:06,135 - Epoch: [12][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009975 +2023-12-01 18:32:26,072 - Epoch: [12][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009971 +2023-12-01 18:32:46,024 - Epoch: [12][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009971 +2023-12-01 18:33:05,933 - Epoch: [12][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009969 +2023-12-01 18:33:25,897 - Epoch: [12][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009974 +2023-12-01 18:33:41,802 - Epoch: [12][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009972 +2023-12-01 18:33:42,283 - ==> Overall Loss: 0.010 + +2023-12-01 18:33:42,293 - ==> Best [Overall Loss: 0.009972 on epoch: 12] +2023-12-01 18:33:42,294 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-01 18:33:42,358 - + +2023-12-01 18:33:42,358 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-01 18:34:42,550 - Epoch: [13][ 100/31148] Overall Loss 0.009266 Objective Loss 0.000000 Distill Loss 0.009266 LR 0.000500 Time 0.601806 +2023-12-01 18:35:31,461 - Epoch: [13][ 200/31148] Overall Loss 0.009217 Objective Loss 0.000000 Distill Loss 0.009217 LR 0.000500 Time 0.545425 +2023-12-01 18:36:15,970 - Epoch: [13][ 300/31148] Overall Loss 0.009238 Objective Loss 0.000000 Distill Loss 0.009238 LR 0.000500 Time 0.511956 +2023-12-01 18:37:02,471 - Epoch: [13][ 400/31148] Overall Loss 0.009241 Objective Loss 0.000000 Distill Loss 0.009241 LR 0.000500 Time 0.500203 +2023-12-01 18:37:53,573 - Epoch: [13][ 500/31148] Overall Loss 0.009234 Objective Loss 0.000000 Distill Loss 0.009234 LR 0.000500 Time 0.502351 +2023-12-01 18:38:34,520 - Epoch: [13][ 600/31148] Overall Loss 0.009235 Objective Loss 0.000000 Distill Loss 0.009235 LR 0.000500 Time 0.486859 +2023-12-01 18:39:19,937 - Epoch: [13][ 700/31148] Overall Loss 0.009254 Objective Loss 0.000000 Distill Loss 0.009254 LR 0.000500 Time 0.482180 +2023-12-01 18:40:07,189 - Epoch: [13][ 800/31148] Overall Loss 0.009266 Objective Loss 0.000000 Distill Loss 0.009266 LR 0.000500 Time 0.480963 +2023-12-01 18:40:46,901 - Epoch: [13][ 900/31148] Overall Loss 0.009260 Objective Loss 0.000000 Distill Loss 0.009260 LR 0.000500 Time 0.471639 +2023-12-01 18:41:30,604 - Epoch: [13][ 1000/31148] Overall Loss 0.009264 Objective Loss 0.000000 Distill Loss 0.009264 LR 0.000500 Time 0.468171 +2023-12-01 18:42:11,137 - Epoch: [13][ 1100/31148] Overall Loss 0.009266 Objective Loss 0.000000 Distill Loss 0.009266 LR 0.000500 Time 0.462452 +2023-12-01 18:43:00,562 - Epoch: [13][ 1200/31148] Overall Loss 0.009262 Objective Loss 0.000000 Distill Loss 0.009262 LR 0.000500 Time 0.465095 +2023-12-01 18:43:44,207 - Epoch: [13][ 1300/31148] Overall Loss 0.009256 Objective Loss 0.000000 Distill Loss 0.009256 LR 0.000500 Time 0.462886 +2023-12-01 18:44:33,191 - Epoch: [13][ 1400/31148] Overall Loss 0.009261 Objective Loss 0.000000 Distill Loss 0.009261 LR 0.000500 Time 0.464807 +2023-12-01 18:45:26,082 - Epoch: [13][ 1500/31148] Overall Loss 0.009263 Objective Loss 0.000000 Distill Loss 0.009263 LR 0.000500 Time 0.469076 +2023-12-01 18:46:12,999 - Epoch: [13][ 1600/31148] Overall Loss 0.009268 Objective Loss 0.000000 Distill Loss 0.009268 LR 0.000500 Time 0.469076 +2023-12-01 18:47:00,188 - Epoch: [13][ 1700/31148] Overall Loss 0.009269 Objective Loss 0.000000 Distill Loss 0.009269 LR 0.000500 Time 0.469237 +2023-12-01 18:47:36,383 - Epoch: [13][ 1800/31148] Overall Loss 0.009273 Objective Loss 0.000000 Distill Loss 0.009273 LR 0.000500 Time 0.463274 +2023-12-01 18:48:16,759 - Epoch: [13][ 1900/31148] Overall Loss 0.009272 Objective Loss 0.000000 Distill Loss 0.009272 LR 0.000500 Time 0.460137 +2023-12-01 18:49:09,743 - Epoch: [13][ 2000/31148] Overall Loss 0.009270 Objective Loss 0.000000 Distill Loss 0.009270 LR 0.000500 Time 0.463620 +2023-12-01 18:49:52,812 - Epoch: [13][ 2100/31148] Overall Loss 0.009276 Objective Loss 0.000000 Distill Loss 0.009276 LR 0.000500 Time 0.462048 +2023-12-01 18:50:28,540 - Epoch: [13][ 2200/31148] Overall Loss 0.009275 Objective Loss 0.000000 Distill Loss 0.009275 LR 0.000500 Time 0.457282 +2023-12-01 18:51:13,384 - Epoch: [13][ 2300/31148] Overall Loss 0.009285 Objective Loss 0.000000 Distill Loss 0.009285 LR 0.000500 Time 0.456895 +2023-12-01 18:51:58,700 - Epoch: [13][ 2400/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.456736 +2023-12-01 18:52:40,696 - Epoch: [13][ 2500/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.455262 +2023-12-01 18:53:33,871 - Epoch: [13][ 2600/31148] Overall Loss 0.009299 Objective Loss 0.000000 Distill Loss 0.009299 LR 0.000500 Time 0.458201 +2023-12-01 18:54:16,144 - Epoch: [13][ 2700/31148] Overall Loss 0.009302 Objective Loss 0.000000 Distill Loss 0.009302 LR 0.000500 Time 0.456885 +2023-12-01 18:55:11,030 - Epoch: [13][ 2800/31148] Overall Loss 0.009298 Objective Loss 0.000000 Distill Loss 0.009298 LR 0.000500 Time 0.460167 +2023-12-01 18:55:54,167 - Epoch: [13][ 2900/31148] Overall Loss 0.009299 Objective Loss 0.000000 Distill Loss 0.009299 LR 0.000500 Time 0.459172 +2023-12-01 18:56:46,256 - Epoch: [13][ 3000/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.461227 +2023-12-01 18:57:34,462 - Epoch: [13][ 3100/31148] Overall Loss 0.009298 Objective Loss 0.000000 Distill Loss 0.009298 LR 0.000500 Time 0.461896 +2023-12-01 18:58:13,980 - Epoch: [13][ 3200/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.459810 +2023-12-01 18:58:56,553 - Epoch: [13][ 3300/31148] Overall Loss 0.009299 Objective Loss 0.000000 Distill Loss 0.009299 LR 0.000500 Time 0.458774 +2023-12-01 18:59:36,975 - Epoch: [13][ 3400/31148] Overall Loss 0.009299 Objective Loss 0.000000 Distill Loss 0.009299 LR 0.000500 Time 0.457168 +2023-12-01 19:00:21,415 - Epoch: [13][ 3500/31148] Overall Loss 0.009298 Objective Loss 0.000000 Distill Loss 0.009298 LR 0.000500 Time 0.456801 +2023-12-01 19:01:05,318 - Epoch: [13][ 3600/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.456306 +2023-12-01 19:01:56,752 - Epoch: [13][ 3700/31148] Overall Loss 0.009302 Objective Loss 0.000000 Distill Loss 0.009302 LR 0.000500 Time 0.457872 +2023-12-01 19:02:40,103 - Epoch: [13][ 3800/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.457229 +2023-12-01 19:03:27,004 - Epoch: [13][ 3900/31148] Overall Loss 0.009301 Objective Loss 0.000000 Distill Loss 0.009301 LR 0.000500 Time 0.457529 +2023-12-01 19:04:18,624 - Epoch: [13][ 4000/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.458994 +2023-12-01 19:04:57,718 - Epoch: [13][ 4100/31148] Overall Loss 0.009298 Objective Loss 0.000000 Distill Loss 0.009298 LR 0.000500 Time 0.457333 +2023-12-01 19:05:51,908 - Epoch: [13][ 4200/31148] Overall Loss 0.009298 Objective Loss 0.000000 Distill Loss 0.009298 LR 0.000500 Time 0.459345 +2023-12-01 19:06:32,675 - Epoch: [13][ 4300/31148] Overall Loss 0.009301 Objective Loss 0.000000 Distill Loss 0.009301 LR 0.000500 Time 0.458141 +2023-12-01 19:07:21,039 - Epoch: [13][ 4400/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.458719 +2023-12-01 19:07:59,488 - Epoch: [13][ 4500/31148] Overall Loss 0.009301 Objective Loss 0.000000 Distill Loss 0.009301 LR 0.000500 Time 0.457068 +2023-12-01 19:08:48,131 - Epoch: [13][ 4600/31148] Overall Loss 0.009299 Objective Loss 0.000000 Distill Loss 0.009299 LR 0.000500 Time 0.457705 +2023-12-01 19:09:25,990 - Epoch: [13][ 4700/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.456020 +2023-12-01 19:10:15,956 - Epoch: [13][ 4800/31148] Overall Loss 0.009299 Objective Loss 0.000000 Distill Loss 0.009299 LR 0.000500 Time 0.456928 +2023-12-01 19:10:55,897 - Epoch: [13][ 4900/31148] Overall Loss 0.009299 Objective Loss 0.000000 Distill Loss 0.009299 LR 0.000500 Time 0.455750 +2023-12-01 19:11:43,550 - Epoch: [13][ 5000/31148] Overall Loss 0.009301 Objective Loss 0.000000 Distill Loss 0.009301 LR 0.000500 Time 0.456165 +2023-12-01 19:12:26,344 - Epoch: [13][ 5100/31148] Overall Loss 0.009301 Objective Loss 0.000000 Distill Loss 0.009301 LR 0.000500 Time 0.455610 +2023-12-01 19:13:13,855 - Epoch: [13][ 5200/31148] Overall Loss 0.009302 Objective Loss 0.000000 Distill Loss 0.009302 LR 0.000500 Time 0.455984 +2023-12-01 19:13:58,134 - Epoch: [13][ 5300/31148] Overall Loss 0.009302 Objective Loss 0.000000 Distill Loss 0.009302 LR 0.000500 Time 0.455733 +2023-12-01 19:14:49,069 - Epoch: [13][ 5400/31148] Overall Loss 0.009303 Objective Loss 0.000000 Distill Loss 0.009303 LR 0.000500 Time 0.456725 +2023-12-01 19:15:38,912 - Epoch: [13][ 5500/31148] Overall Loss 0.009304 Objective Loss 0.000000 Distill Loss 0.009304 LR 0.000500 Time 0.457482 +2023-12-01 19:16:23,506 - Epoch: [13][ 5600/31148] Overall Loss 0.009304 Objective Loss 0.000000 Distill Loss 0.009304 LR 0.000500 Time 0.457274 +2023-12-01 19:17:09,755 - Epoch: [13][ 5700/31148] Overall Loss 0.009304 Objective Loss 0.000000 Distill Loss 0.009304 LR 0.000500 Time 0.457365 +2023-12-01 19:17:56,105 - Epoch: [13][ 5800/31148] Overall Loss 0.009303 Objective Loss 0.000000 Distill Loss 0.009303 LR 0.000500 Time 0.457469 +2023-12-01 19:18:47,537 - Epoch: [13][ 5900/31148] Overall Loss 0.009301 Objective Loss 0.000000 Distill Loss 0.009301 LR 0.000500 Time 0.458432 +2023-12-01 19:19:23,769 - Epoch: [13][ 6000/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.456829 +2023-12-01 19:20:11,074 - Epoch: [13][ 6100/31148] Overall Loss 0.009300 Objective Loss 0.000000 Distill Loss 0.009300 LR 0.000500 Time 0.457093 +2023-12-01 19:20:56,436 - Epoch: [13][ 6200/31148] Overall Loss 0.009297 Objective Loss 0.000000 Distill Loss 0.009297 LR 0.000500 Time 0.457036 +2023-12-01 19:21:35,787 - Epoch: [13][ 6300/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.456027 +2023-12-01 19:22:16,626 - Epoch: [13][ 6400/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.455281 +2023-12-01 19:23:02,955 - Epoch: [13][ 6500/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.455403 +2023-12-01 19:23:50,699 - Epoch: [13][ 6600/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.455736 +2023-12-01 19:24:28,628 - Epoch: [13][ 6700/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.454594 +2023-12-01 19:25:12,197 - Epoch: [13][ 6800/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.454315 +2023-12-01 19:26:02,537 - Epoch: [13][ 6900/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.455026 +2023-12-01 19:26:49,429 - Epoch: [13][ 7000/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.455223 +2023-12-01 19:27:34,607 - Epoch: [13][ 7100/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.455173 +2023-12-01 19:28:17,694 - Epoch: [13][ 7200/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.454835 +2023-12-01 19:28:57,910 - Epoch: [13][ 7300/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.454112 +2023-12-01 19:29:42,018 - Epoch: [13][ 7400/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.453935 +2023-12-01 19:30:24,993 - Epoch: [13][ 7500/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.453612 +2023-12-01 19:31:12,587 - Epoch: [13][ 7600/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.453905 +2023-12-01 19:31:53,203 - Epoch: [13][ 7700/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.453284 +2023-12-01 19:32:39,234 - Epoch: [13][ 7800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.453373 +2023-12-01 19:33:20,594 - Epoch: [13][ 7900/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.452869 +2023-12-01 19:34:04,397 - Epoch: [13][ 8000/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452682 +2023-12-01 19:34:57,569 - Epoch: [13][ 8100/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.453657 +2023-12-01 19:35:35,822 - Epoch: [13][ 8200/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.452789 +2023-12-01 19:36:17,531 - Epoch: [13][ 8300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452358 +2023-12-01 19:36:57,426 - Epoch: [13][ 8400/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451721 +2023-12-01 19:37:48,135 - Epoch: [13][ 8500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452372 +2023-12-01 19:38:40,325 - Epoch: [13][ 8600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.453179 +2023-12-01 19:39:18,776 - Epoch: [13][ 8700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452389 +2023-12-01 19:40:10,162 - Epoch: [13][ 8800/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.453087 +2023-12-01 19:40:52,794 - Epoch: [13][ 8900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452786 +2023-12-01 19:41:39,529 - Epoch: [13][ 9000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452947 +2023-12-01 19:42:24,285 - Epoch: [13][ 9100/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.452887 +2023-12-01 19:43:06,652 - Epoch: [13][ 9200/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.452568 +2023-12-01 19:43:59,606 - Epoch: [13][ 9300/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.453395 +2023-12-01 19:44:51,410 - Epoch: [13][ 9400/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.454082 +2023-12-01 19:45:42,828 - Epoch: [13][ 9500/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.454714 +2023-12-01 19:46:33,028 - Epoch: [13][ 9600/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.455206 +2023-12-01 19:47:20,816 - Epoch: [13][ 9700/31148] Overall Loss 0.009297 Objective Loss 0.000000 Distill Loss 0.009297 LR 0.000500 Time 0.455439 +2023-12-01 19:48:02,075 - Epoch: [13][ 9800/31148] Overall Loss 0.009298 Objective Loss 0.000000 Distill Loss 0.009298 LR 0.000500 Time 0.455001 +2023-12-01 19:48:40,681 - Epoch: [13][ 9900/31148] Overall Loss 0.009297 Objective Loss 0.000000 Distill Loss 0.009297 LR 0.000500 Time 0.454304 +2023-12-01 19:49:25,154 - Epoch: [13][10000/31148] Overall Loss 0.009297 Objective Loss 0.000000 Distill Loss 0.009297 LR 0.000500 Time 0.454207 +2023-12-01 19:50:07,171 - Epoch: [13][10100/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.453870 +2023-12-01 19:50:50,030 - Epoch: [13][10200/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.453621 +2023-12-01 19:51:34,720 - Epoch: [13][10300/31148] Overall Loss 0.009297 Objective Loss 0.000000 Distill Loss 0.009297 LR 0.000500 Time 0.453555 +2023-12-01 19:52:24,968 - Epoch: [13][10400/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.454025 +2023-12-01 19:53:08,759 - Epoch: [13][10500/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.453871 +2023-12-01 19:54:02,350 - Epoch: [13][10600/31148] Overall Loss 0.009296 Objective Loss 0.000000 Distill Loss 0.009296 LR 0.000500 Time 0.454644 +2023-12-01 19:54:42,543 - Epoch: [13][10700/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.454151 +2023-12-01 19:55:28,377 - Epoch: [13][10800/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.454189 +2023-12-01 19:56:06,292 - Epoch: [13][10900/31148] Overall Loss 0.009295 Objective Loss 0.000000 Distill Loss 0.009295 LR 0.000500 Time 0.453499 +2023-12-01 19:56:55,925 - Epoch: [13][11000/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.453888 +2023-12-01 19:57:33,063 - Epoch: [13][11100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.453144 +2023-12-01 19:58:09,822 - Epoch: [13][11200/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452380 +2023-12-01 19:58:52,756 - Epoch: [13][11300/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452175 +2023-12-01 19:59:37,865 - Epoch: [13][11400/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.452165 +2023-12-01 20:00:32,893 - Epoch: [13][11500/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.453018 +2023-12-01 20:01:14,244 - Epoch: [13][11600/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.452676 +2023-12-01 20:02:03,116 - Epoch: [13][11700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452984 +2023-12-01 20:02:43,652 - Epoch: [13][11800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452580 +2023-12-01 20:03:27,462 - Epoch: [13][11900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452457 +2023-12-01 20:04:09,363 - Epoch: [13][12000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452178 +2023-12-01 20:04:49,578 - Epoch: [13][12100/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451764 +2023-12-01 20:05:33,089 - Epoch: [13][12200/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451627 +2023-12-01 20:06:14,065 - Epoch: [13][12300/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451286 +2023-12-01 20:06:54,575 - Epoch: [13][12400/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.450913 +2023-12-01 20:07:41,991 - Epoch: [13][12500/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.451098 +2023-12-01 20:08:17,140 - Epoch: [13][12600/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.450307 +2023-12-01 20:09:00,642 - Epoch: [13][12700/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.450186 +2023-12-01 20:09:57,064 - Epoch: [13][12800/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.451077 +2023-12-01 20:10:42,108 - Epoch: [13][12900/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.451071 +2023-12-01 20:11:27,910 - Epoch: [13][13000/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451124 +2023-12-01 20:12:11,337 - Epoch: [13][13100/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.450995 +2023-12-01 20:12:56,997 - Epoch: [13][13200/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451037 +2023-12-01 20:13:40,781 - Epoch: [13][13300/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.450937 +2023-12-01 20:14:23,134 - Epoch: [13][13400/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.450732 +2023-12-01 20:15:08,869 - Epoch: [13][13500/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.450781 +2023-12-01 20:15:57,675 - Epoch: [13][13600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.451054 +2023-12-01 20:16:39,656 - Epoch: [13][13700/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.450826 +2023-12-01 20:17:34,256 - Epoch: [13][13800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.451515 +2023-12-01 20:18:16,822 - Epoch: [13][13900/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451328 +2023-12-01 20:19:15,290 - Epoch: [13][14000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452280 +2023-12-01 20:20:10,230 - Epoch: [13][14100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452968 +2023-12-01 20:20:54,731 - Epoch: [13][14200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452912 +2023-12-01 20:21:43,831 - Epoch: [13][14300/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.453178 +2023-12-01 20:22:30,372 - Epoch: [13][14400/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.453262 +2023-12-01 20:23:13,795 - Epoch: [13][14500/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.453130 +2023-12-01 20:23:58,115 - Epoch: [13][14600/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.453062 +2023-12-01 20:24:41,440 - Epoch: [13][14700/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.452927 +2023-12-01 20:25:26,451 - Epoch: [13][14800/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.452907 +2023-12-01 20:26:12,369 - Epoch: [13][14900/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.452949 +2023-12-01 20:26:57,763 - Epoch: [13][15000/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.452955 +2023-12-01 20:27:41,812 - Epoch: [13][15100/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452872 +2023-12-01 20:28:23,812 - Epoch: [13][15200/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452655 +2023-12-01 20:29:03,848 - Epoch: [13][15300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452313 +2023-12-01 20:29:52,397 - Epoch: [13][15400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452528 +2023-12-01 20:30:36,639 - Epoch: [13][15500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452462 +2023-12-01 20:31:23,201 - Epoch: [13][15600/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452546 +2023-12-01 20:32:13,130 - Epoch: [13][15700/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452844 +2023-12-01 20:32:53,920 - Epoch: [13][15800/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452559 +2023-12-01 20:33:36,185 - Epoch: [13][15900/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452370 +2023-12-01 20:34:21,257 - Epoch: [13][16000/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452359 +2023-12-01 20:35:02,963 - Epoch: [13][16100/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.452140 +2023-12-01 20:35:39,476 - Epoch: [13][16200/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.451602 +2023-12-01 20:36:33,320 - Epoch: [13][16300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452135 +2023-12-01 20:37:18,150 - Epoch: [13][16400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452111 +2023-12-01 20:38:03,028 - Epoch: [13][16500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452090 +2023-12-01 20:38:45,090 - Epoch: [13][16600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.451900 +2023-12-01 20:39:34,306 - Epoch: [13][16700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452141 +2023-12-01 20:40:19,872 - Epoch: [13][16800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.452161 +2023-12-01 20:40:57,967 - Epoch: [13][16900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.451739 +2023-12-01 20:41:36,455 - Epoch: [13][17000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.451346 +2023-12-01 20:42:05,008 - Epoch: [13][17100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.450376 +2023-12-01 20:42:34,050 - Epoch: [13][17200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449446 +2023-12-01 20:43:02,432 - Epoch: [13][17300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448488 +2023-12-01 20:43:31,568 - Epoch: [13][17400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.447585 +2023-12-01 20:44:01,102 - Epoch: [13][17500/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.446714 +2023-12-01 20:44:29,488 - Epoch: [13][17600/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.445789 +2023-12-01 20:44:57,249 - Epoch: [13][17700/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.444838 +2023-12-01 20:45:25,571 - Epoch: [13][17800/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.443930 +2023-12-01 20:45:53,568 - Epoch: [13][17900/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.443014 +2023-12-01 20:46:20,742 - Epoch: [13][18000/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.442062 +2023-12-01 20:46:49,278 - Epoch: [13][18100/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.441196 +2023-12-01 20:47:28,012 - Epoch: [13][18200/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.440900 +2023-12-01 20:48:28,692 - Epoch: [13][18300/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.441806 +2023-12-01 20:49:12,501 - Epoch: [13][18400/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.441785 +2023-12-01 20:49:55,162 - Epoch: [13][18500/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.441703 +2023-12-01 20:50:52,331 - Epoch: [13][18600/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.442401 +2023-12-01 20:51:43,361 - Epoch: [13][18700/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.442764 +2023-12-01 20:52:39,097 - Epoch: [13][18800/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.443373 +2023-12-01 20:53:18,924 - Epoch: [13][18900/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.443134 +2023-12-01 20:54:19,862 - Epoch: [13][19000/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.444009 +2023-12-01 20:55:04,113 - Epoch: [13][19100/31148] Overall Loss 0.009289 Objective Loss 0.000000 Distill Loss 0.009289 LR 0.000500 Time 0.444001 +2023-12-01 20:55:50,084 - Epoch: [13][19200/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.444082 +2023-12-01 20:56:40,553 - Epoch: [13][19300/31148] Overall Loss 0.009289 Objective Loss 0.000000 Distill Loss 0.009289 LR 0.000500 Time 0.444396 +2023-12-01 20:57:36,851 - Epoch: [13][19400/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.445007 +2023-12-01 20:58:26,263 - Epoch: [13][19500/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.445258 +2023-12-01 20:59:04,620 - Epoch: [13][19600/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.444943 +2023-12-01 21:00:00,211 - Epoch: [13][19700/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.445506 +2023-12-01 21:00:49,439 - Epoch: [13][19800/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.445742 +2023-12-01 21:01:34,558 - Epoch: [13][19900/31148] Overall Loss 0.009290 Objective Loss 0.000000 Distill Loss 0.009290 LR 0.000500 Time 0.445769 +2023-12-01 21:02:14,110 - Epoch: [13][20000/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.445517 +2023-12-01 21:02:50,408 - Epoch: [13][20100/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.445106 +2023-12-01 21:03:35,339 - Epoch: [13][20200/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.445127 +2023-12-01 21:04:24,970 - Epoch: [13][20300/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.445378 +2023-12-01 21:05:09,955 - Epoch: [13][20400/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.445400 +2023-12-01 21:05:48,706 - Epoch: [13][20500/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.445117 +2023-12-01 21:06:32,277 - Epoch: [13][20600/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.445071 +2023-12-01 21:07:11,029 - Epoch: [13][20700/31148] Overall Loss 0.009291 Objective Loss 0.000000 Distill Loss 0.009291 LR 0.000500 Time 0.444793 +2023-12-01 21:07:53,124 - Epoch: [13][20800/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.444678 +2023-12-01 21:08:39,525 - Epoch: [13][20900/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.444770 +2023-12-01 21:09:25,115 - Epoch: [13][21000/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.444823 +2023-12-01 21:10:06,636 - Epoch: [13][21100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.444682 +2023-12-01 21:10:59,460 - Epoch: [13][21200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445076 +2023-12-01 21:11:45,471 - Epoch: [13][21300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445146 +2023-12-01 21:12:34,732 - Epoch: [13][21400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445367 +2023-12-01 21:13:22,769 - Epoch: [13][21500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445530 +2023-12-01 21:14:05,185 - Epoch: [13][21600/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.445431 +2023-12-01 21:14:46,749 - Epoch: [13][21700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445293 +2023-12-01 21:15:29,883 - Epoch: [13][21800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445229 +2023-12-01 21:16:15,852 - Epoch: [13][21900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445294 +2023-12-01 21:17:00,601 - Epoch: [13][22000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445304 +2023-12-01 21:17:47,813 - Epoch: [13][22100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445425 +2023-12-01 21:18:39,025 - Epoch: [13][22200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445725 +2023-12-01 21:19:21,688 - Epoch: [13][22300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445639 +2023-12-01 21:20:07,822 - Epoch: [13][22400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445709 +2023-12-01 21:20:45,624 - Epoch: [13][22500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.445408 +2023-12-01 21:21:31,597 - Epoch: [13][22600/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.445471 +2023-12-01 21:22:27,832 - Epoch: [13][22700/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.445985 +2023-12-01 21:23:10,916 - Epoch: [13][22800/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.445919 +2023-12-01 21:24:09,093 - Epoch: [13][22900/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.446512 +2023-12-01 21:24:52,368 - Epoch: [13][23000/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.446452 +2023-12-01 21:25:37,975 - Epoch: [13][23100/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.446493 +2023-12-01 21:26:22,356 - Epoch: [13][23200/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.446481 +2023-12-01 21:27:03,025 - Epoch: [13][23300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.446310 +2023-12-01 21:27:57,992 - Epoch: [13][23400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.446751 +2023-12-01 21:28:38,340 - Epoch: [13][23500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.446567 +2023-12-01 21:29:31,669 - Epoch: [13][23600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.446934 +2023-12-01 21:30:11,514 - Epoch: [13][23700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.446729 +2023-12-01 21:31:03,359 - Epoch: [13][23800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.447030 +2023-12-01 21:31:45,029 - Epoch: [13][23900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.446903 +2023-12-01 21:32:35,676 - Epoch: [13][24000/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.447151 +2023-12-01 21:33:30,502 - Epoch: [13][24100/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.447570 +2023-12-01 21:34:20,367 - Epoch: [13][24200/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.447781 +2023-12-01 21:35:15,332 - Epoch: [13][24300/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.448200 +2023-12-01 21:35:54,658 - Epoch: [13][24400/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.447974 +2023-12-01 21:36:41,889 - Epoch: [13][24500/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.448073 +2023-12-01 21:37:23,910 - Epoch: [13][24600/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.447960 +2023-12-01 21:38:13,502 - Epoch: [13][24700/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.448154 +2023-12-01 21:39:01,719 - Epoch: [13][24800/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.448291 +2023-12-01 21:39:52,837 - Epoch: [13][24900/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.448543 +2023-12-01 21:40:38,975 - Epoch: [13][25000/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.448594 +2023-12-01 21:41:33,981 - Epoch: [13][25100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448998 +2023-12-01 21:42:19,209 - Epoch: [13][25200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449011 +2023-12-01 21:43:17,420 - Epoch: [13][25300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449537 +2023-12-01 21:44:06,959 - Epoch: [13][25400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449717 +2023-12-01 21:44:58,382 - Epoch: [13][25500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449969 +2023-12-01 21:45:52,458 - Epoch: [13][25600/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.450324 +2023-12-01 21:46:34,893 - Epoch: [13][25700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.450223 +2023-12-01 21:47:10,846 - Epoch: [13][25800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449871 +2023-12-01 21:47:52,899 - Epoch: [13][25900/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.449757 +2023-12-01 21:48:38,523 - Epoch: [13][26000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449782 +2023-12-01 21:49:24,768 - Epoch: [13][26100/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.449830 +2023-12-01 21:50:07,508 - Epoch: [13][26200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449744 +2023-12-01 21:50:51,670 - Epoch: [13][26300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449713 +2023-12-01 21:51:35,845 - Epoch: [13][26400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449683 +2023-12-01 21:52:22,768 - Epoch: [13][26500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449756 +2023-12-01 21:53:11,317 - Epoch: [13][26600/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.449890 +2023-12-01 21:53:47,041 - Epoch: [13][26700/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.449543 +2023-12-01 21:54:32,910 - Epoch: [13][26800/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.449577 +2023-12-01 21:55:14,402 - Epoch: [13][26900/31148] Overall Loss 0.009294 Objective Loss 0.000000 Distill Loss 0.009294 LR 0.000500 Time 0.449448 +2023-12-01 21:56:02,882 - Epoch: [13][27000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449578 +2023-12-01 21:56:40,309 - Epoch: [13][27100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449300 +2023-12-01 21:57:19,993 - Epoch: [13][27200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449107 +2023-12-01 21:58:03,345 - Epoch: [13][27300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449050 +2023-12-01 21:58:53,173 - Epoch: [13][27400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449229 +2023-12-01 21:59:38,674 - Epoch: [13][27500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449250 +2023-12-01 22:00:24,567 - Epoch: [13][27600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449285 +2023-12-01 22:01:00,097 - Epoch: [13][27700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448945 +2023-12-01 22:01:40,376 - Epoch: [13][27800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448779 +2023-12-01 22:02:26,350 - Epoch: [13][27900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448818 +2023-12-01 22:03:10,781 - Epoch: [13][28000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448802 +2023-12-01 22:04:00,831 - Epoch: [13][28100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448985 +2023-12-01 22:04:47,836 - Epoch: [13][28200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449060 +2023-12-01 22:05:32,827 - Epoch: [13][28300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449062 +2023-12-01 22:06:20,777 - Epoch: [13][28400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449169 +2023-12-01 22:07:03,837 - Epoch: [13][28500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449104 +2023-12-01 22:07:42,752 - Epoch: [13][28600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448894 +2023-12-01 22:08:29,835 - Epoch: [13][28700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448970 +2023-12-01 22:09:09,599 - Epoch: [13][28800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448792 +2023-12-01 22:09:52,044 - Epoch: [13][28900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448707 +2023-12-01 22:10:34,806 - Epoch: [13][29000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448634 +2023-12-01 22:11:22,716 - Epoch: [13][29100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448739 +2023-12-01 22:12:08,522 - Epoch: [13][29200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448770 +2023-12-01 22:12:55,848 - Epoch: [13][29300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448854 +2023-12-01 22:13:38,462 - Epoch: [13][29400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448776 +2023-12-01 22:14:26,994 - Epoch: [13][29500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.448900 +2023-12-01 22:15:15,497 - Epoch: [13][29600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449022 +2023-12-01 22:16:11,669 - Epoch: [13][29700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449401 +2023-12-01 22:16:57,880 - Epoch: [13][29800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449443 +2023-12-01 22:17:49,882 - Epoch: [13][29900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449679 +2023-12-01 22:18:35,354 - Epoch: [13][30000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449696 +2023-12-01 22:19:22,357 - Epoch: [13][30100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449763 +2023-12-01 22:20:03,268 - Epoch: [13][30200/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449628 +2023-12-01 22:20:47,930 - Epoch: [13][30300/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449618 +2023-12-01 22:21:29,425 - Epoch: [13][30400/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449504 +2023-12-01 22:22:18,944 - Epoch: [13][30500/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449653 +2023-12-01 22:23:03,486 - Epoch: [13][30600/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449639 +2023-12-01 22:23:57,871 - Epoch: [13][30700/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449946 +2023-12-01 22:24:41,326 - Epoch: [13][30800/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.449896 +2023-12-01 22:25:30,949 - Epoch: [13][30900/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.450045 +2023-12-01 22:26:18,019 - Epoch: [13][31000/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.450112 +2023-12-01 22:27:03,227 - Epoch: [13][31100/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.450118 +2023-12-01 22:27:26,252 - Epoch: [13][31148/31148] Overall Loss 0.009293 Objective Loss 0.000000 Distill Loss 0.009293 LR 0.000500 Time 0.450163 +2023-12-01 22:27:27,212 - --- validate (epoch=13)----------- +2023-12-01 22:27:27,213 - 167951 samples (100 per mini-batch) +2023-12-01 22:27:53,378 - Epoch: [13][ 100/ 1680] Loss 0.000000 Overall Loss 0.009929 +2023-12-01 22:28:13,335 - Epoch: [13][ 200/ 1680] Loss 0.000000 Overall Loss 0.009941 +2023-12-01 22:28:33,534 - Epoch: [13][ 300/ 1680] Loss 0.000000 Overall Loss 0.009935 +2023-12-01 22:28:53,543 - Epoch: [13][ 400/ 1680] Loss 0.000000 Overall Loss 0.009934 +2023-12-01 22:29:13,540 - Epoch: [13][ 500/ 1680] Loss 0.000000 Overall Loss 0.009917 +2023-12-01 22:29:33,571 - Epoch: [13][ 600/ 1680] Loss 0.000000 Overall Loss 0.009910 +2023-12-01 22:29:53,601 - Epoch: [13][ 700/ 1680] Loss 0.000000 Overall Loss 0.009902 +2023-12-01 22:30:13,601 - Epoch: [13][ 800/ 1680] Loss 0.000000 Overall Loss 0.009895 +2023-12-01 22:30:33,595 - Epoch: [13][ 900/ 1680] Loss 0.000000 Overall Loss 0.009904 +2023-12-01 22:30:53,504 - Epoch: [13][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009911 +2023-12-01 22:31:13,504 - Epoch: [13][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009912 +2023-12-01 22:31:33,491 - Epoch: [13][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009910 +2023-12-01 22:31:53,541 - Epoch: [13][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009912 +2023-12-01 22:32:13,502 - Epoch: [13][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009914 +2023-12-01 22:32:33,549 - Epoch: [13][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009917 +2023-12-01 22:32:53,498 - Epoch: [13][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009919 +2023-12-01 22:33:09,526 - Epoch: [13][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009918 +2023-12-01 22:33:10,091 - ==> Overall Loss: 0.010 + +2023-12-01 22:33:10,105 - ==> Best [Overall Loss: 0.009918 on epoch: 13] +2023-12-01 22:33:10,105 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-01 22:33:10,186 - + +2023-12-01 22:33:10,186 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-01 22:34:24,803 - Epoch: [14][ 100/31148] Overall Loss 0.009292 Objective Loss 0.000000 Distill Loss 0.009292 LR 0.000500 Time 0.746055 +2023-12-01 22:35:10,073 - Epoch: [14][ 200/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.599349 +2023-12-01 22:35:53,465 - Epoch: [14][ 300/31148] Overall Loss 0.009261 Objective Loss 0.000000 Distill Loss 0.009261 LR 0.000500 Time 0.544179 +2023-12-01 22:36:36,463 - Epoch: [14][ 400/31148] Overall Loss 0.009224 Objective Loss 0.000000 Distill Loss 0.009224 LR 0.000500 Time 0.515609 +2023-12-01 22:37:15,827 - Epoch: [14][ 500/31148] Overall Loss 0.009214 Objective Loss 0.000000 Distill Loss 0.009214 LR 0.000500 Time 0.491201 +2023-12-01 22:38:00,280 - Epoch: [14][ 600/31148] Overall Loss 0.009222 Objective Loss 0.000000 Distill Loss 0.009222 LR 0.000500 Time 0.483411 +2023-12-01 22:38:43,830 - Epoch: [14][ 700/31148] Overall Loss 0.009234 Objective Loss 0.000000 Distill Loss 0.009234 LR 0.000500 Time 0.476555 +2023-12-01 22:39:28,107 - Epoch: [14][ 800/31148] Overall Loss 0.009243 Objective Loss 0.000000 Distill Loss 0.009243 LR 0.000500 Time 0.472322 +2023-12-01 22:40:07,552 - Epoch: [14][ 900/31148] Overall Loss 0.009240 Objective Loss 0.000000 Distill Loss 0.009240 LR 0.000500 Time 0.463662 +2023-12-01 22:40:54,772 - Epoch: [14][ 1000/31148] Overall Loss 0.009236 Objective Loss 0.000000 Distill Loss 0.009236 LR 0.000500 Time 0.464509 +2023-12-01 22:41:43,591 - Epoch: [14][ 1100/31148] Overall Loss 0.009241 Objective Loss 0.000000 Distill Loss 0.009241 LR 0.000500 Time 0.466655 +2023-12-01 22:42:27,317 - Epoch: [14][ 1200/31148] Overall Loss 0.009237 Objective Loss 0.000000 Distill Loss 0.009237 LR 0.000500 Time 0.464200 +2023-12-01 22:43:10,292 - Epoch: [14][ 1300/31148] Overall Loss 0.009236 Objective Loss 0.000000 Distill Loss 0.009236 LR 0.000500 Time 0.461544 +2023-12-01 22:43:54,030 - Epoch: [14][ 1400/31148] Overall Loss 0.009238 Objective Loss 0.000000 Distill Loss 0.009238 LR 0.000500 Time 0.459813 +2023-12-01 22:44:33,684 - Epoch: [14][ 1500/31148] Overall Loss 0.009238 Objective Loss 0.000000 Distill Loss 0.009238 LR 0.000500 Time 0.455590 +2023-12-01 22:45:17,929 - Epoch: [14][ 1600/31148] Overall Loss 0.009233 Objective Loss 0.000000 Distill Loss 0.009233 LR 0.000500 Time 0.454764 +2023-12-01 22:46:01,675 - Epoch: [14][ 1700/31148] Overall Loss 0.009236 Objective Loss 0.000000 Distill Loss 0.009236 LR 0.000500 Time 0.453741 +2023-12-01 22:46:38,800 - Epoch: [14][ 1800/31148] Overall Loss 0.009237 Objective Loss 0.000000 Distill Loss 0.009237 LR 0.000500 Time 0.449155 +2023-12-01 22:47:17,544 - Epoch: [14][ 1900/31148] Overall Loss 0.009236 Objective Loss 0.000000 Distill Loss 0.009236 LR 0.000500 Time 0.445903 +2023-12-01 22:48:02,073 - Epoch: [14][ 2000/31148] Overall Loss 0.009233 Objective Loss 0.000000 Distill Loss 0.009233 LR 0.000500 Time 0.445869 +2023-12-01 22:48:41,843 - Epoch: [14][ 2100/31148] Overall Loss 0.009236 Objective Loss 0.000000 Distill Loss 0.009236 LR 0.000500 Time 0.443571 +2023-12-01 22:49:23,289 - Epoch: [14][ 2200/31148] Overall Loss 0.009236 Objective Loss 0.000000 Distill Loss 0.009236 LR 0.000500 Time 0.442245 +2023-12-01 22:50:00,784 - Epoch: [14][ 2300/31148] Overall Loss 0.009240 Objective Loss 0.000000 Distill Loss 0.009240 LR 0.000500 Time 0.439316 +2023-12-01 22:50:49,418 - Epoch: [14][ 2400/31148] Overall Loss 0.009245 Objective Loss 0.000000 Distill Loss 0.009245 LR 0.000500 Time 0.441272 +2023-12-01 22:51:32,978 - Epoch: [14][ 2500/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.441043 +2023-12-01 22:52:18,026 - Epoch: [14][ 2600/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.441403 +2023-12-01 22:52:58,606 - Epoch: [14][ 2700/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.440081 +2023-12-01 22:53:39,717 - Epoch: [14][ 2800/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.439044 +2023-12-01 22:54:22,125 - Epoch: [14][ 2900/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.438525 +2023-12-01 22:55:04,007 - Epoch: [14][ 3000/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437866 +2023-12-01 22:55:53,761 - Epoch: [14][ 3100/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.439788 +2023-12-01 22:56:39,184 - Epoch: [14][ 3200/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.440237 +2023-12-01 22:57:21,036 - Epoch: [14][ 3300/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.439577 +2023-12-01 22:57:56,093 - Epoch: [14][ 3400/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.436957 +2023-12-01 22:58:36,243 - Epoch: [14][ 3500/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.435941 +2023-12-01 22:59:13,318 - Epoch: [14][ 3600/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.434128 +2023-12-01 22:59:53,753 - Epoch: [14][ 3700/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.433322 +2023-12-01 23:00:33,597 - Epoch: [14][ 3800/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.432402 +2023-12-01 23:01:22,673 - Epoch: [14][ 3900/31148] Overall Loss 0.009255 Objective Loss 0.000000 Distill Loss 0.009255 LR 0.000500 Time 0.433896 +2023-12-01 23:02:01,077 - Epoch: [14][ 4000/31148] Overall Loss 0.009257 Objective Loss 0.000000 Distill Loss 0.009257 LR 0.000500 Time 0.432648 +2023-12-01 23:02:40,442 - Epoch: [14][ 4100/31148] Overall Loss 0.009256 Objective Loss 0.000000 Distill Loss 0.009256 LR 0.000500 Time 0.431695 +2023-12-01 23:03:25,648 - Epoch: [14][ 4200/31148] Overall Loss 0.009256 Objective Loss 0.000000 Distill Loss 0.009256 LR 0.000500 Time 0.432178 +2023-12-01 23:03:59,836 - Epoch: [14][ 4300/31148] Overall Loss 0.009259 Objective Loss 0.000000 Distill Loss 0.009259 LR 0.000500 Time 0.430077 +2023-12-01 23:04:48,283 - Epoch: [14][ 4400/31148] Overall Loss 0.009257 Objective Loss 0.000000 Distill Loss 0.009257 LR 0.000500 Time 0.431312 +2023-12-01 23:05:25,994 - Epoch: [14][ 4500/31148] Overall Loss 0.009259 Objective Loss 0.000000 Distill Loss 0.009259 LR 0.000500 Time 0.430105 +2023-12-01 23:06:04,837 - Epoch: [14][ 4600/31148] Overall Loss 0.009260 Objective Loss 0.000000 Distill Loss 0.009260 LR 0.000500 Time 0.429198 +2023-12-01 23:06:45,898 - Epoch: [14][ 4700/31148] Overall Loss 0.009261 Objective Loss 0.000000 Distill Loss 0.009261 LR 0.000500 Time 0.428801 +2023-12-01 23:07:37,217 - Epoch: [14][ 4800/31148] Overall Loss 0.009261 Objective Loss 0.000000 Distill Loss 0.009261 LR 0.000500 Time 0.430557 +2023-12-01 23:08:25,494 - Epoch: [14][ 4900/31148] Overall Loss 0.009259 Objective Loss 0.000000 Distill Loss 0.009259 LR 0.000500 Time 0.431621 +2023-12-01 23:09:03,764 - Epoch: [14][ 5000/31148] Overall Loss 0.009260 Objective Loss 0.000000 Distill Loss 0.009260 LR 0.000500 Time 0.430642 +2023-12-01 23:09:50,073 - Epoch: [14][ 5100/31148] Overall Loss 0.009258 Objective Loss 0.000000 Distill Loss 0.009258 LR 0.000500 Time 0.431277 +2023-12-01 23:10:33,143 - Epoch: [14][ 5200/31148] Overall Loss 0.009261 Objective Loss 0.000000 Distill Loss 0.009261 LR 0.000500 Time 0.431264 +2023-12-01 23:11:23,120 - Epoch: [14][ 5300/31148] Overall Loss 0.009258 Objective Loss 0.000000 Distill Loss 0.009258 LR 0.000500 Time 0.432555 +2023-12-01 23:12:03,549 - Epoch: [14][ 5400/31148] Overall Loss 0.009260 Objective Loss 0.000000 Distill Loss 0.009260 LR 0.000500 Time 0.432031 +2023-12-01 23:12:45,092 - Epoch: [14][ 5500/31148] Overall Loss 0.009261 Objective Loss 0.000000 Distill Loss 0.009261 LR 0.000500 Time 0.431727 +2023-12-01 23:13:25,635 - Epoch: [14][ 5600/31148] Overall Loss 0.009262 Objective Loss 0.000000 Distill Loss 0.009262 LR 0.000500 Time 0.431257 +2023-12-01 23:14:09,920 - Epoch: [14][ 5700/31148] Overall Loss 0.009261 Objective Loss 0.000000 Distill Loss 0.009261 LR 0.000500 Time 0.431459 +2023-12-01 23:14:53,845 - Epoch: [14][ 5800/31148] Overall Loss 0.009259 Objective Loss 0.000000 Distill Loss 0.009259 LR 0.000500 Time 0.431592 +2023-12-01 23:15:38,706 - Epoch: [14][ 5900/31148] Overall Loss 0.009257 Objective Loss 0.000000 Distill Loss 0.009257 LR 0.000500 Time 0.431879 +2023-12-01 23:16:15,282 - Epoch: [14][ 6000/31148] Overall Loss 0.009255 Objective Loss 0.000000 Distill Loss 0.009255 LR 0.000500 Time 0.430776 +2023-12-01 23:17:02,979 - Epoch: [14][ 6100/31148] Overall Loss 0.009255 Objective Loss 0.000000 Distill Loss 0.009255 LR 0.000500 Time 0.431532 +2023-12-01 23:17:52,026 - Epoch: [14][ 6200/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.432481 +2023-12-01 23:18:32,113 - Epoch: [14][ 6300/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.431978 +2023-12-01 23:19:11,395 - Epoch: [14][ 6400/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.431365 +2023-12-01 23:19:55,799 - Epoch: [14][ 6500/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.431559 +2023-12-01 23:20:35,732 - Epoch: [14][ 6600/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.431070 +2023-12-01 23:21:14,262 - Epoch: [14][ 6700/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.430386 +2023-12-01 23:21:56,270 - Epoch: [14][ 6800/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.430233 +2023-12-01 23:22:41,466 - Epoch: [14][ 6900/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.430547 +2023-12-01 23:23:31,245 - Epoch: [14][ 7000/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.431506 +2023-12-01 23:24:15,602 - Epoch: [14][ 7100/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.431675 +2023-12-01 23:24:55,002 - Epoch: [14][ 7200/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.431151 +2023-12-01 23:25:42,115 - Epoch: [14][ 7300/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.431697 +2023-12-01 23:26:25,429 - Epoch: [14][ 7400/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.431716 +2023-12-01 23:27:06,414 - Epoch: [14][ 7500/31148] Overall Loss 0.009254 Objective Loss 0.000000 Distill Loss 0.009254 LR 0.000500 Time 0.431423 +2023-12-01 23:27:54,047 - Epoch: [14][ 7600/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.432013 +2023-12-01 23:28:40,736 - Epoch: [14][ 7700/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.432465 +2023-12-01 23:29:28,671 - Epoch: [14][ 7800/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.433065 +2023-12-01 23:30:14,752 - Epoch: [14][ 7900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.433416 +2023-12-01 23:31:03,399 - Epoch: [14][ 8000/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.434078 +2023-12-01 23:31:58,612 - Epoch: [14][ 8100/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.435535 +2023-12-01 23:32:37,055 - Epoch: [14][ 8200/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.434910 +2023-12-01 23:33:17,070 - Epoch: [14][ 8300/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.434491 +2023-12-01 23:34:03,251 - Epoch: [14][ 8400/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.434815 +2023-12-01 23:34:46,026 - Epoch: [14][ 8500/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.434731 +2023-12-01 23:35:25,803 - Epoch: [14][ 8600/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.434301 +2023-12-01 23:36:09,520 - Epoch: [14][ 8700/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.434333 +2023-12-01 23:36:52,789 - Epoch: [14][ 8800/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.434313 +2023-12-01 23:37:29,634 - Epoch: [14][ 8900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.433572 +2023-12-01 23:38:11,080 - Epoch: [14][ 9000/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.433359 +2023-12-01 23:38:58,068 - Epoch: [14][ 9100/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.433760 +2023-12-01 23:39:42,841 - Epoch: [14][ 9200/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.433911 +2023-12-01 23:40:36,151 - Epoch: [14][ 9300/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.434977 +2023-12-01 23:41:27,381 - Epoch: [14][ 9400/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.435798 +2023-12-01 23:42:05,761 - Epoch: [14][ 9500/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.435250 +2023-12-01 23:43:00,545 - Epoch: [14][ 9600/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.436422 +2023-12-01 23:43:43,801 - Epoch: [14][ 9700/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.436382 +2023-12-01 23:44:23,504 - Epoch: [14][ 9800/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.435980 +2023-12-01 23:45:10,749 - Epoch: [14][ 9900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.436347 +2023-12-01 23:45:59,787 - Epoch: [14][10000/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.436887 +2023-12-01 23:46:49,952 - Epoch: [14][10100/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.437527 +2023-12-01 23:47:31,869 - Epoch: [14][10200/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437347 +2023-12-01 23:48:13,546 - Epoch: [14][10300/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437146 +2023-12-01 23:48:55,830 - Epoch: [14][10400/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.437008 +2023-12-01 23:49:34,913 - Epoch: [14][10500/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.436568 +2023-12-01 23:50:20,859 - Epoch: [14][10600/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.436783 +2023-12-01 23:51:09,255 - Epoch: [14][10700/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437223 +2023-12-01 23:51:50,137 - Epoch: [14][10800/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.436959 +2023-12-01 23:52:39,223 - Epoch: [14][10900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437453 +2023-12-01 23:53:15,477 - Epoch: [14][11000/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.436772 +2023-12-01 23:54:06,595 - Epoch: [14][11100/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.437441 +2023-12-01 23:54:54,866 - Epoch: [14][11200/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.437845 +2023-12-01 23:55:34,822 - Epoch: [14][11300/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437505 +2023-12-01 23:56:18,646 - Epoch: [14][11400/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.437511 +2023-12-01 23:56:58,528 - Epoch: [14][11500/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.437174 +2023-12-01 23:57:40,715 - Epoch: [14][11600/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.437042 +2023-12-01 23:58:20,284 - Epoch: [14][11700/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.436688 +2023-12-01 23:59:03,982 - Epoch: [14][11800/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.436690 +2023-12-01 23:59:48,549 - Epoch: [14][11900/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.436764 +2023-12-02 00:00:41,528 - Epoch: [14][12000/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.437539 +2023-12-02 00:01:26,056 - Epoch: [14][12100/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437602 +2023-12-02 00:02:11,988 - Epoch: [14][12200/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.437780 +2023-12-02 00:02:57,733 - Epoch: [14][12300/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437939 +2023-12-02 00:03:41,960 - Epoch: [14][12400/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.437973 +2023-12-02 00:04:21,078 - Epoch: [14][12500/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.437599 +2023-12-02 00:05:16,477 - Epoch: [14][12600/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.438522 +2023-12-02 00:06:13,076 - Epoch: [14][12700/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.439525 +2023-12-02 00:06:52,079 - Epoch: [14][12800/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.439138 +2023-12-02 00:07:33,619 - Epoch: [14][12900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.438953 +2023-12-02 00:08:13,131 - Epoch: [14][13000/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.438615 +2023-12-02 00:08:52,225 - Epoch: [14][13100/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.438251 +2023-12-02 00:09:34,107 - Epoch: [14][13200/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.438103 +2023-12-02 00:10:21,179 - Epoch: [14][13300/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.438348 +2023-12-02 00:10:57,766 - Epoch: [14][13400/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.437807 +2023-12-02 00:11:46,643 - Epoch: [14][13500/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.438184 +2023-12-02 00:12:28,914 - Epoch: [14][13600/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.438069 +2023-12-02 00:13:14,104 - Epoch: [14][13700/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.438170 +2023-12-02 00:14:03,087 - Epoch: [14][13800/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.438543 +2023-12-02 00:14:36,210 - Epoch: [14][13900/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.437771 +2023-12-02 00:15:08,967 - Epoch: [14][14000/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.436983 +2023-12-02 00:15:35,955 - Epoch: [14][14100/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.435798 +2023-12-02 00:16:03,084 - Epoch: [14][14200/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.434639 +2023-12-02 00:16:32,016 - Epoch: [14][14300/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.433623 +2023-12-02 00:17:01,139 - Epoch: [14][14400/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.432634 +2023-12-02 00:17:30,079 - Epoch: [14][14500/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.431645 +2023-12-02 00:17:59,248 - Epoch: [14][14600/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.430686 +2023-12-02 00:18:28,590 - Epoch: [14][14700/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.429752 +2023-12-02 00:18:56,427 - Epoch: [14][14800/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.428729 +2023-12-02 00:19:23,810 - Epoch: [14][14900/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.427689 +2023-12-02 00:19:50,858 - Epoch: [14][15000/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.426641 +2023-12-02 00:20:23,323 - Epoch: [14][15100/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.425965 +2023-12-02 00:21:11,968 - Epoch: [14][15200/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.426363 +2023-12-02 00:21:54,876 - Epoch: [14][15300/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.426380 +2023-12-02 00:22:33,599 - Epoch: [14][15400/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.426125 +2023-12-02 00:23:22,093 - Epoch: [14][15500/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.426504 +2023-12-02 00:24:13,025 - Epoch: [14][15600/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.427034 +2023-12-02 00:25:05,344 - Epoch: [14][15700/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.427646 +2023-12-02 00:25:43,436 - Epoch: [14][15800/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.427350 +2023-12-02 00:26:38,288 - Epoch: [14][15900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.428112 +2023-12-02 00:27:36,109 - Epoch: [14][16000/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.429050 +2023-12-02 00:28:26,022 - Epoch: [14][16100/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.429484 +2023-12-02 00:29:19,648 - Epoch: [14][16200/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.430143 +2023-12-02 00:30:05,684 - Epoch: [14][16300/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.430328 +2023-12-02 00:30:55,150 - Epoch: [14][16400/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.430720 +2023-12-02 00:31:39,609 - Epoch: [14][16500/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.430803 +2023-12-02 00:32:24,619 - Epoch: [14][16600/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.430919 +2023-12-02 00:33:08,495 - Epoch: [14][16700/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.430966 +2023-12-02 00:34:00,220 - Epoch: [14][16800/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.431479 +2023-12-02 00:34:44,340 - Epoch: [14][16900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.431536 +2023-12-02 00:35:36,855 - Epoch: [14][17000/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.432086 +2023-12-02 00:36:21,097 - Epoch: [14][17100/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.432146 +2023-12-02 00:37:14,674 - Epoch: [14][17200/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.432748 +2023-12-02 00:38:06,121 - Epoch: [14][17300/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.433220 +2023-12-02 00:38:57,777 - Epoch: [14][17400/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.433699 +2023-12-02 00:39:43,147 - Epoch: [14][17500/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.433812 +2023-12-02 00:40:32,276 - Epoch: [14][17600/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.434139 +2023-12-02 00:41:12,226 - Epoch: [14][17700/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.433943 +2023-12-02 00:41:56,724 - Epoch: [14][17800/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.434004 +2023-12-02 00:42:42,186 - Epoch: [14][17900/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.434119 +2023-12-02 00:43:15,700 - Epoch: [14][18000/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.433569 +2023-12-02 00:44:01,727 - Epoch: [14][18100/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.433716 +2023-12-02 00:45:00,237 - Epoch: [14][18200/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.434547 +2023-12-02 00:45:56,946 - Epoch: [14][18300/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.435271 +2023-12-02 00:46:53,412 - Epoch: [14][18400/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.435974 +2023-12-02 00:47:49,281 - Epoch: [14][18500/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436637 +2023-12-02 00:48:23,543 - Epoch: [14][18600/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436131 +2023-12-02 00:49:09,990 - Epoch: [14][18700/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436282 +2023-12-02 00:49:49,919 - Epoch: [14][18800/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436085 +2023-12-02 00:50:32,062 - Epoch: [14][18900/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.436007 +2023-12-02 00:51:25,747 - Epoch: [14][19000/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436537 +2023-12-02 00:52:08,032 - Epoch: [14][19100/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436465 +2023-12-02 00:52:52,616 - Epoch: [14][19200/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436514 +2023-12-02 00:53:37,495 - Epoch: [14][19300/31148] Overall Loss 0.009245 Objective Loss 0.000000 Distill Loss 0.009245 LR 0.000500 Time 0.436577 +2023-12-02 00:54:21,585 - Epoch: [14][19400/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436599 +2023-12-02 00:55:05,811 - Epoch: [14][19500/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.436628 +2023-12-02 00:56:03,132 - Epoch: [14][19600/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.437324 +2023-12-02 00:56:45,550 - Epoch: [14][19700/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.437257 +2023-12-02 00:57:45,268 - Epoch: [14][19800/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.438064 +2023-12-02 00:58:45,194 - Epoch: [14][19900/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.438874 +2023-12-02 00:59:34,541 - Epoch: [14][20000/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.439147 +2023-12-02 01:00:11,513 - Epoch: [14][20100/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.438801 +2023-12-02 01:01:07,512 - Epoch: [14][20200/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.439400 +2023-12-02 01:01:58,063 - Epoch: [14][20300/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.439726 +2023-12-02 01:02:59,465 - Epoch: [14][20400/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.440580 +2023-12-02 01:03:48,343 - Epoch: [14][20500/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.440814 +2023-12-02 01:04:55,583 - Epoch: [14][20600/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.441938 +2023-12-02 01:05:58,212 - Epoch: [14][20700/31148] Overall Loss 0.009246 Objective Loss 0.000000 Distill Loss 0.009246 LR 0.000500 Time 0.442829 +2023-12-02 01:06:47,316 - Epoch: [14][20800/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.443060 +2023-12-02 01:07:47,618 - Epoch: [14][20900/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.443825 +2023-12-02 01:08:37,761 - Epoch: [14][21000/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.444099 +2023-12-02 01:09:25,748 - Epoch: [14][21100/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.444268 +2023-12-02 01:10:18,909 - Epoch: [14][21200/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.444680 +2023-12-02 01:11:05,519 - Epoch: [14][21300/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.444780 +2023-12-02 01:11:52,579 - Epoch: [14][21400/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.444901 +2023-12-02 01:12:53,173 - Epoch: [14][21500/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.445649 +2023-12-02 01:13:36,796 - Epoch: [14][21600/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.445605 +2023-12-02 01:14:26,621 - Epoch: [14][21700/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.445848 +2023-12-02 01:15:04,526 - Epoch: [14][21800/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.445541 +2023-12-02 01:15:57,193 - Epoch: [14][21900/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.445911 +2023-12-02 01:16:44,129 - Epoch: [14][22000/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446017 +2023-12-02 01:17:30,067 - Epoch: [14][22100/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446078 +2023-12-02 01:18:14,626 - Epoch: [14][22200/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446075 +2023-12-02 01:19:04,576 - Epoch: [14][22300/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.446314 +2023-12-02 01:19:50,830 - Epoch: [14][22400/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.446386 +2023-12-02 01:20:38,063 - Epoch: [14][22500/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446502 +2023-12-02 01:21:24,618 - Epoch: [14][22600/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.446585 +2023-12-02 01:22:08,013 - Epoch: [14][22700/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.446530 +2023-12-02 01:22:50,647 - Epoch: [14][22800/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.446441 +2023-12-02 01:23:38,967 - Epoch: [14][22900/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.446601 +2023-12-02 01:24:25,149 - Epoch: [14][23000/31148] Overall Loss 0.009247 Objective Loss 0.000000 Distill Loss 0.009247 LR 0.000500 Time 0.446667 +2023-12-02 01:25:17,063 - Epoch: [14][23100/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446980 +2023-12-02 01:25:58,209 - Epoch: [14][23200/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446827 +2023-12-02 01:26:46,183 - Epoch: [14][23300/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446968 +2023-12-02 01:27:31,501 - Epoch: [14][23400/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.446994 +2023-12-02 01:28:33,275 - Epoch: [14][23500/31148] Overall Loss 0.009248 Objective Loss 0.000000 Distill Loss 0.009248 LR 0.000500 Time 0.447720 +2023-12-02 01:29:11,653 - Epoch: [14][23600/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.447449 +2023-12-02 01:30:00,249 - Epoch: [14][23700/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.447611 +2023-12-02 01:30:59,276 - Epoch: [14][23800/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.448210 +2023-12-02 01:31:41,977 - Epoch: [14][23900/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.448121 +2023-12-02 01:32:20,996 - Epoch: [14][24000/31148] Overall Loss 0.009249 Objective Loss 0.000000 Distill Loss 0.009249 LR 0.000500 Time 0.447880 +2023-12-02 01:33:01,725 - Epoch: [14][24100/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.447711 +2023-12-02 01:33:57,725 - Epoch: [14][24200/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448175 +2023-12-02 01:34:40,633 - Epoch: [14][24300/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448096 +2023-12-02 01:35:16,839 - Epoch: [14][24400/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.447743 +2023-12-02 01:36:05,485 - Epoch: [14][24500/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.447901 +2023-12-02 01:37:05,882 - Epoch: [14][24600/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448535 +2023-12-02 01:37:43,955 - Epoch: [14][24700/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.448260 +2023-12-02 01:38:30,609 - Epoch: [14][24800/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.448334 +2023-12-02 01:39:19,204 - Epoch: [14][24900/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.448484 +2023-12-02 01:40:05,241 - Epoch: [14][25000/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448532 +2023-12-02 01:40:54,410 - Epoch: [14][25100/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448703 +2023-12-02 01:41:39,290 - Epoch: [14][25200/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448703 +2023-12-02 01:42:34,444 - Epoch: [14][25300/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.449110 +2023-12-02 01:43:12,217 - Epoch: [14][25400/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448828 +2023-12-02 01:43:55,722 - Epoch: [14][25500/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.448774 +2023-12-02 01:44:47,922 - Epoch: [14][25600/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.449060 +2023-12-02 01:45:37,895 - Epoch: [14][25700/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.449257 +2023-12-02 01:46:20,073 - Epoch: [14][25800/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.449150 +2023-12-02 01:47:01,089 - Epoch: [14][25900/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.448999 +2023-12-02 01:47:47,108 - Epoch: [14][26000/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.449042 +2023-12-02 01:48:32,295 - Epoch: [14][26100/31148] Overall Loss 0.009250 Objective Loss 0.000000 Distill Loss 0.009250 LR 0.000500 Time 0.449053 +2023-12-02 01:49:20,814 - Epoch: [14][26200/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449190 +2023-12-02 01:50:11,833 - Epoch: [14][26300/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449422 +2023-12-02 01:50:56,567 - Epoch: [14][26400/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449414 +2023-12-02 01:51:42,586 - Epoch: [14][26500/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449454 +2023-12-02 01:52:26,744 - Epoch: [14][26600/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449424 +2023-12-02 01:53:21,915 - Epoch: [14][26700/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449807 +2023-12-02 01:54:03,126 - Epoch: [14][26800/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449666 +2023-12-02 01:54:47,183 - Epoch: [14][26900/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449632 +2023-12-02 01:55:29,732 - Epoch: [14][27000/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449542 +2023-12-02 01:56:13,008 - Epoch: [14][27100/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449480 +2023-12-02 01:56:59,673 - Epoch: [14][27200/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449543 +2023-12-02 01:57:48,320 - Epoch: [14][27300/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449678 +2023-12-02 01:58:28,744 - Epoch: [14][27400/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449512 +2023-12-02 01:59:08,928 - Epoch: [14][27500/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449338 +2023-12-02 01:59:56,081 - Epoch: [14][27600/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449419 +2023-12-02 02:00:36,434 - Epoch: [14][27700/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449253 +2023-12-02 02:01:20,143 - Epoch: [14][27800/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449209 +2023-12-02 02:02:09,185 - Epoch: [14][27900/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.449356 +2023-12-02 02:02:54,929 - Epoch: [14][28000/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449385 +2023-12-02 02:03:37,137 - Epoch: [14][28100/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449287 +2023-12-02 02:04:25,854 - Epoch: [14][28200/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449422 +2023-12-02 02:05:05,877 - Epoch: [14][28300/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449247 +2023-12-02 02:05:58,222 - Epoch: [14][28400/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449508 +2023-12-02 02:06:40,504 - Epoch: [14][28500/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449415 +2023-12-02 02:07:28,726 - Epoch: [14][28600/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449529 +2023-12-02 02:08:14,676 - Epoch: [14][28700/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449564 +2023-12-02 02:09:01,394 - Epoch: [14][28800/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449625 +2023-12-02 02:09:47,231 - Epoch: [14][28900/31148] Overall Loss 0.009251 Objective Loss 0.000000 Distill Loss 0.009251 LR 0.000500 Time 0.449655 +2023-12-02 02:10:45,707 - Epoch: [14][29000/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450120 +2023-12-02 02:11:34,486 - Epoch: [14][29100/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450249 +2023-12-02 02:12:18,315 - Epoch: [14][29200/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450208 +2023-12-02 02:13:03,177 - Epoch: [14][29300/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450203 +2023-12-02 02:13:48,280 - Epoch: [14][29400/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450205 +2023-12-02 02:14:39,266 - Epoch: [14][29500/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450407 +2023-12-02 02:15:26,482 - Epoch: [14][29600/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450480 +2023-12-02 02:16:11,125 - Epoch: [14][29700/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450466 +2023-12-02 02:16:53,289 - Epoch: [14][29800/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450370 +2023-12-02 02:17:40,491 - Epoch: [14][29900/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450442 +2023-12-02 02:18:32,875 - Epoch: [14][30000/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450686 +2023-12-02 02:19:16,147 - Epoch: [14][30100/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.450626 +2023-12-02 02:20:12,552 - Epoch: [14][30200/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.451002 +2023-12-02 02:20:57,828 - Epoch: [14][30300/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.451007 +2023-12-02 02:21:38,213 - Epoch: [14][30400/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.450852 +2023-12-02 02:22:26,837 - Epoch: [14][30500/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.450968 +2023-12-02 02:23:24,544 - Epoch: [14][30600/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.451379 +2023-12-02 02:24:03,062 - Epoch: [14][30700/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.451164 +2023-12-02 02:24:52,966 - Epoch: [14][30800/31148] Overall Loss 0.009252 Objective Loss 0.000000 Distill Loss 0.009252 LR 0.000500 Time 0.451319 +2023-12-02 02:25:36,787 - Epoch: [14][30900/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.451276 +2023-12-02 02:26:17,968 - Epoch: [14][31000/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.451149 +2023-12-02 02:27:01,943 - Epoch: [14][31100/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.451112 +2023-12-02 02:27:20,542 - Epoch: [14][31148/31148] Overall Loss 0.009253 Objective Loss 0.000000 Distill Loss 0.009253 LR 0.000500 Time 0.451014 +2023-12-02 02:27:21,355 - --- validate (epoch=14)----------- +2023-12-02 02:27:21,356 - 167951 samples (100 per mini-batch) +2023-12-02 02:27:44,998 - Epoch: [14][ 100/ 1680] Loss 0.000000 Overall Loss 0.009874 +2023-12-02 02:28:04,931 - Epoch: [14][ 200/ 1680] Loss 0.000000 Overall Loss 0.009857 +2023-12-02 02:28:25,005 - Epoch: [14][ 300/ 1680] Loss 0.000000 Overall Loss 0.009879 +2023-12-02 02:28:45,044 - Epoch: [14][ 400/ 1680] Loss 0.000000 Overall Loss 0.009911 +2023-12-02 02:29:05,094 - Epoch: [14][ 500/ 1680] Loss 0.000000 Overall Loss 0.009917 +2023-12-02 02:29:25,086 - Epoch: [14][ 600/ 1680] Loss 0.000000 Overall Loss 0.009911 +2023-12-02 02:29:45,093 - Epoch: [14][ 700/ 1680] Loss 0.000000 Overall Loss 0.009909 +2023-12-02 02:30:05,081 - Epoch: [14][ 800/ 1680] Loss 0.000000 Overall Loss 0.009907 +2023-12-02 02:30:25,101 - Epoch: [14][ 900/ 1680] Loss 0.000000 Overall Loss 0.009920 +2023-12-02 02:30:45,132 - Epoch: [14][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009919 +2023-12-02 02:31:05,069 - Epoch: [14][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009921 +2023-12-02 02:31:25,019 - Epoch: [14][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009918 +2023-12-02 02:31:45,034 - Epoch: [14][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009917 +2023-12-02 02:32:05,049 - Epoch: [14][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009918 +2023-12-02 02:32:25,022 - Epoch: [14][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009917 +2023-12-02 02:32:45,000 - Epoch: [14][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009915 +2023-12-02 02:33:01,074 - Epoch: [14][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009914 +2023-12-02 02:33:01,594 - ==> Overall Loss: 0.010 + +2023-12-02 02:33:01,603 - ==> Best [Overall Loss: 0.009914 on epoch: 14] +2023-12-02 02:33:01,603 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-02 02:33:01,676 - + +2023-12-02 02:33:01,676 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-02 02:34:10,792 - Epoch: [15][ 100/31148] Overall Loss 0.009158 Objective Loss 0.000000 Distill Loss 0.009158 LR 0.000250 Time 0.691045 +2023-12-02 02:34:52,407 - Epoch: [15][ 200/31148] Overall Loss 0.009083 Objective Loss 0.000000 Distill Loss 0.009083 LR 0.000250 Time 0.553563 +2023-12-02 02:35:33,968 - Epoch: [15][ 300/31148] Overall Loss 0.009096 Objective Loss 0.000000 Distill Loss 0.009096 LR 0.000250 Time 0.507554 +2023-12-02 02:36:19,898 - Epoch: [15][ 400/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.495473 +2023-12-02 02:37:03,195 - Epoch: [15][ 500/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.482958 +2023-12-02 02:37:46,895 - Epoch: [15][ 600/31148] Overall Loss 0.009054 Objective Loss 0.000000 Distill Loss 0.009054 LR 0.000250 Time 0.475286 +2023-12-02 02:38:36,960 - Epoch: [15][ 700/31148] Overall Loss 0.009083 Objective Loss 0.000000 Distill Loss 0.009083 LR 0.000250 Time 0.478899 +2023-12-02 02:39:19,074 - Epoch: [15][ 800/31148] Overall Loss 0.009090 Objective Loss 0.000000 Distill Loss 0.009090 LR 0.000250 Time 0.471670 +2023-12-02 02:40:04,496 - Epoch: [15][ 900/31148] Overall Loss 0.009085 Objective Loss 0.000000 Distill Loss 0.009085 LR 0.000250 Time 0.469724 +2023-12-02 02:40:48,268 - Epoch: [15][ 1000/31148] Overall Loss 0.009074 Objective Loss 0.000000 Distill Loss 0.009074 LR 0.000250 Time 0.466515 +2023-12-02 02:41:25,135 - Epoch: [15][ 1100/31148] Overall Loss 0.009078 Objective Loss 0.000000 Distill Loss 0.009078 LR 0.000250 Time 0.457615 +2023-12-02 02:42:06,280 - Epoch: [15][ 1200/31148] Overall Loss 0.009074 Objective Loss 0.000000 Distill Loss 0.009074 LR 0.000250 Time 0.453762 +2023-12-02 02:42:52,340 - Epoch: [15][ 1300/31148] Overall Loss 0.009073 Objective Loss 0.000000 Distill Loss 0.009073 LR 0.000250 Time 0.454282 +2023-12-02 02:43:37,102 - Epoch: [15][ 1400/31148] Overall Loss 0.009077 Objective Loss 0.000000 Distill Loss 0.009077 LR 0.000250 Time 0.453802 +2023-12-02 02:44:25,879 - Epoch: [15][ 1500/31148] Overall Loss 0.009076 Objective Loss 0.000000 Distill Loss 0.009076 LR 0.000250 Time 0.456061 +2023-12-02 02:45:10,834 - Epoch: [15][ 1600/31148] Overall Loss 0.009078 Objective Loss 0.000000 Distill Loss 0.009078 LR 0.000250 Time 0.455650 +2023-12-02 02:45:52,673 - Epoch: [15][ 1700/31148] Overall Loss 0.009076 Objective Loss 0.000000 Distill Loss 0.009076 LR 0.000250 Time 0.453453 +2023-12-02 02:46:48,958 - Epoch: [15][ 1800/31148] Overall Loss 0.009077 Objective Loss 0.000000 Distill Loss 0.009077 LR 0.000250 Time 0.459527 +2023-12-02 02:47:33,166 - Epoch: [15][ 1900/31148] Overall Loss 0.009076 Objective Loss 0.000000 Distill Loss 0.009076 LR 0.000250 Time 0.458605 +2023-12-02 02:48:14,503 - Epoch: [15][ 2000/31148] Overall Loss 0.009077 Objective Loss 0.000000 Distill Loss 0.009077 LR 0.000250 Time 0.456339 +2023-12-02 02:48:58,130 - Epoch: [15][ 2100/31148] Overall Loss 0.009079 Objective Loss 0.000000 Distill Loss 0.009079 LR 0.000250 Time 0.455380 +2023-12-02 02:49:41,792 - Epoch: [15][ 2200/31148] Overall Loss 0.009080 Objective Loss 0.000000 Distill Loss 0.009080 LR 0.000250 Time 0.454524 +2023-12-02 02:50:25,298 - Epoch: [15][ 2300/31148] Overall Loss 0.009083 Objective Loss 0.000000 Distill Loss 0.009083 LR 0.000250 Time 0.453675 +2023-12-02 02:51:09,459 - Epoch: [15][ 2400/31148] Overall Loss 0.009082 Objective Loss 0.000000 Distill Loss 0.009082 LR 0.000250 Time 0.453169 +2023-12-02 02:51:58,192 - Epoch: [15][ 2500/31148] Overall Loss 0.009079 Objective Loss 0.000000 Distill Loss 0.009079 LR 0.000250 Time 0.454533 +2023-12-02 02:52:36,317 - Epoch: [15][ 2600/31148] Overall Loss 0.009083 Objective Loss 0.000000 Distill Loss 0.009083 LR 0.000250 Time 0.451711 +2023-12-02 02:53:24,060 - Epoch: [15][ 2700/31148] Overall Loss 0.009085 Objective Loss 0.000000 Distill Loss 0.009085 LR 0.000250 Time 0.452661 +2023-12-02 02:54:07,910 - Epoch: [15][ 2800/31148] Overall Loss 0.009084 Objective Loss 0.000000 Distill Loss 0.009084 LR 0.000250 Time 0.452153 +2023-12-02 02:54:49,540 - Epoch: [15][ 2900/31148] Overall Loss 0.009085 Objective Loss 0.000000 Distill Loss 0.009085 LR 0.000250 Time 0.450914 +2023-12-02 02:55:33,473 - Epoch: [15][ 3000/31148] Overall Loss 0.009086 Objective Loss 0.000000 Distill Loss 0.009086 LR 0.000250 Time 0.450525 +2023-12-02 02:56:10,055 - Epoch: [15][ 3100/31148] Overall Loss 0.009084 Objective Loss 0.000000 Distill Loss 0.009084 LR 0.000250 Time 0.447791 +2023-12-02 02:56:44,810 - Epoch: [15][ 3200/31148] Overall Loss 0.009084 Objective Loss 0.000000 Distill Loss 0.009084 LR 0.000250 Time 0.444656 +2023-12-02 02:57:28,891 - Epoch: [15][ 3300/31148] Overall Loss 0.009082 Objective Loss 0.000000 Distill Loss 0.009082 LR 0.000250 Time 0.444538 +2023-12-02 02:58:09,072 - Epoch: [15][ 3400/31148] Overall Loss 0.009083 Objective Loss 0.000000 Distill Loss 0.009083 LR 0.000250 Time 0.443279 +2023-12-02 02:58:54,964 - Epoch: [15][ 3500/31148] Overall Loss 0.009081 Objective Loss 0.000000 Distill Loss 0.009081 LR 0.000250 Time 0.443724 +2023-12-02 02:59:39,046 - Epoch: [15][ 3600/31148] Overall Loss 0.009084 Objective Loss 0.000000 Distill Loss 0.009084 LR 0.000250 Time 0.443641 +2023-12-02 03:00:28,465 - Epoch: [15][ 3700/31148] Overall Loss 0.009085 Objective Loss 0.000000 Distill Loss 0.009085 LR 0.000250 Time 0.445005 +2023-12-02 03:01:15,626 - Epoch: [15][ 3800/31148] Overall Loss 0.009085 Objective Loss 0.000000 Distill Loss 0.009085 LR 0.000250 Time 0.445703 +2023-12-02 03:01:56,846 - Epoch: [15][ 3900/31148] Overall Loss 0.009088 Objective Loss 0.000000 Distill Loss 0.009088 LR 0.000250 Time 0.444843 +2023-12-02 03:02:39,617 - Epoch: [15][ 4000/31148] Overall Loss 0.009088 Objective Loss 0.000000 Distill Loss 0.009088 LR 0.000250 Time 0.444412 +2023-12-02 03:03:27,862 - Epoch: [15][ 4100/31148] Overall Loss 0.009087 Objective Loss 0.000000 Distill Loss 0.009087 LR 0.000250 Time 0.445338 +2023-12-02 03:04:13,401 - Epoch: [15][ 4200/31148] Overall Loss 0.009087 Objective Loss 0.000000 Distill Loss 0.009087 LR 0.000250 Time 0.445576 +2023-12-02 03:05:01,275 - Epoch: [15][ 4300/31148] Overall Loss 0.009092 Objective Loss 0.000000 Distill Loss 0.009092 LR 0.000250 Time 0.446346 +2023-12-02 03:05:42,714 - Epoch: [15][ 4400/31148] Overall Loss 0.009090 Objective Loss 0.000000 Distill Loss 0.009090 LR 0.000250 Time 0.445618 +2023-12-02 03:06:17,511 - Epoch: [15][ 4500/31148] Overall Loss 0.009091 Objective Loss 0.000000 Distill Loss 0.009091 LR 0.000250 Time 0.443446 +2023-12-02 03:06:56,267 - Epoch: [15][ 4600/31148] Overall Loss 0.009089 Objective Loss 0.000000 Distill Loss 0.009089 LR 0.000250 Time 0.442230 +2023-12-02 03:07:37,538 - Epoch: [15][ 4700/31148] Overall Loss 0.009089 Objective Loss 0.000000 Distill Loss 0.009089 LR 0.000250 Time 0.441600 +2023-12-02 03:08:23,542 - Epoch: [15][ 4800/31148] Overall Loss 0.009088 Objective Loss 0.000000 Distill Loss 0.009088 LR 0.000250 Time 0.441983 +2023-12-02 03:09:02,472 - Epoch: [15][ 4900/31148] Overall Loss 0.009087 Objective Loss 0.000000 Distill Loss 0.009087 LR 0.000250 Time 0.440906 +2023-12-02 03:09:52,527 - Epoch: [15][ 5000/31148] Overall Loss 0.009089 Objective Loss 0.000000 Distill Loss 0.009089 LR 0.000250 Time 0.442098 +2023-12-02 03:10:33,024 - Epoch: [15][ 5100/31148] Overall Loss 0.009088 Objective Loss 0.000000 Distill Loss 0.009088 LR 0.000250 Time 0.441369 +2023-12-02 03:11:17,836 - Epoch: [15][ 5200/31148] Overall Loss 0.009089 Objective Loss 0.000000 Distill Loss 0.009089 LR 0.000250 Time 0.441497 +2023-12-02 03:12:02,107 - Epoch: [15][ 5300/31148] Overall Loss 0.009088 Objective Loss 0.000000 Distill Loss 0.009088 LR 0.000250 Time 0.441519 +2023-12-02 03:12:50,214 - Epoch: [15][ 5400/31148] Overall Loss 0.009090 Objective Loss 0.000000 Distill Loss 0.009090 LR 0.000250 Time 0.442250 +2023-12-02 03:13:35,587 - Epoch: [15][ 5500/31148] Overall Loss 0.009090 Objective Loss 0.000000 Distill Loss 0.009090 LR 0.000250 Time 0.442457 +2023-12-02 03:14:27,808 - Epoch: [15][ 5600/31148] Overall Loss 0.009090 Objective Loss 0.000000 Distill Loss 0.009090 LR 0.000250 Time 0.443880 +2023-12-02 03:15:11,366 - Epoch: [15][ 5700/31148] Overall Loss 0.009089 Objective Loss 0.000000 Distill Loss 0.009089 LR 0.000250 Time 0.443733 +2023-12-02 03:15:54,727 - Epoch: [15][ 5800/31148] Overall Loss 0.009088 Objective Loss 0.000000 Distill Loss 0.009088 LR 0.000250 Time 0.443557 +2023-12-02 03:16:35,514 - Epoch: [15][ 5900/31148] Overall Loss 0.009086 Objective Loss 0.000000 Distill Loss 0.009086 LR 0.000250 Time 0.442951 +2023-12-02 03:17:24,520 - Epoch: [15][ 6000/31148] Overall Loss 0.009084 Objective Loss 0.000000 Distill Loss 0.009084 LR 0.000250 Time 0.443735 +2023-12-02 03:18:07,141 - Epoch: [15][ 6100/31148] Overall Loss 0.009084 Objective Loss 0.000000 Distill Loss 0.009084 LR 0.000250 Time 0.443447 +2023-12-02 03:18:54,977 - Epoch: [15][ 6200/31148] Overall Loss 0.009080 Objective Loss 0.000000 Distill Loss 0.009080 LR 0.000250 Time 0.444009 +2023-12-02 03:19:42,762 - Epoch: [15][ 6300/31148] Overall Loss 0.009079 Objective Loss 0.000000 Distill Loss 0.009079 LR 0.000250 Time 0.444545 +2023-12-02 03:20:24,071 - Epoch: [15][ 6400/31148] Overall Loss 0.009078 Objective Loss 0.000000 Distill Loss 0.009078 LR 0.000250 Time 0.444052 +2023-12-02 03:21:21,365 - Epoch: [15][ 6500/31148] Overall Loss 0.009077 Objective Loss 0.000000 Distill Loss 0.009077 LR 0.000250 Time 0.446034 +2023-12-02 03:22:04,574 - Epoch: [15][ 6600/31148] Overall Loss 0.009076 Objective Loss 0.000000 Distill Loss 0.009076 LR 0.000250 Time 0.445822 +2023-12-02 03:22:45,693 - Epoch: [15][ 6700/31148] Overall Loss 0.009076 Objective Loss 0.000000 Distill Loss 0.009076 LR 0.000250 Time 0.445304 +2023-12-02 03:23:31,111 - Epoch: [15][ 6800/31148] Overall Loss 0.009076 Objective Loss 0.000000 Distill Loss 0.009076 LR 0.000250 Time 0.445433 +2023-12-02 03:24:10,186 - Epoch: [15][ 6900/31148] Overall Loss 0.009078 Objective Loss 0.000000 Distill Loss 0.009078 LR 0.000250 Time 0.444640 +2023-12-02 03:24:48,674 - Epoch: [15][ 7000/31148] Overall Loss 0.009078 Objective Loss 0.000000 Distill Loss 0.009078 LR 0.000250 Time 0.443785 +2023-12-02 03:25:30,047 - Epoch: [15][ 7100/31148] Overall Loss 0.009078 Objective Loss 0.000000 Distill Loss 0.009078 LR 0.000250 Time 0.443361 +2023-12-02 03:26:20,007 - Epoch: [15][ 7200/31148] Overall Loss 0.009078 Objective Loss 0.000000 Distill Loss 0.009078 LR 0.000250 Time 0.444141 +2023-12-02 03:27:10,076 - Epoch: [15][ 7300/31148] Overall Loss 0.009079 Objective Loss 0.000000 Distill Loss 0.009079 LR 0.000250 Time 0.444914 +2023-12-02 03:27:52,390 - Epoch: [15][ 7400/31148] Overall Loss 0.009080 Objective Loss 0.000000 Distill Loss 0.009080 LR 0.000250 Time 0.444619 +2023-12-02 03:28:46,741 - Epoch: [15][ 7500/31148] Overall Loss 0.009080 Objective Loss 0.000000 Distill Loss 0.009080 LR 0.000250 Time 0.445937 +2023-12-02 03:29:32,509 - Epoch: [15][ 7600/31148] Overall Loss 0.009079 Objective Loss 0.000000 Distill Loss 0.009079 LR 0.000250 Time 0.446090 +2023-12-02 03:30:15,119 - Epoch: [15][ 7700/31148] Overall Loss 0.009076 Objective Loss 0.000000 Distill Loss 0.009076 LR 0.000250 Time 0.445830 +2023-12-02 03:31:07,565 - Epoch: [15][ 7800/31148] Overall Loss 0.009074 Objective Loss 0.000000 Distill Loss 0.009074 LR 0.000250 Time 0.446837 +2023-12-02 03:31:50,890 - Epoch: [15][ 7900/31148] Overall Loss 0.009074 Objective Loss 0.000000 Distill Loss 0.009074 LR 0.000250 Time 0.446664 +2023-12-02 03:32:40,836 - Epoch: [15][ 8000/31148] Overall Loss 0.009072 Objective Loss 0.000000 Distill Loss 0.009072 LR 0.000250 Time 0.447323 +2023-12-02 03:33:31,708 - Epoch: [15][ 8100/31148] Overall Loss 0.009072 Objective Loss 0.000000 Distill Loss 0.009072 LR 0.000250 Time 0.448080 +2023-12-02 03:34:12,002 - Epoch: [15][ 8200/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447529 +2023-12-02 03:34:50,069 - Epoch: [15][ 8300/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.446723 +2023-12-02 03:35:38,681 - Epoch: [15][ 8400/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447191 +2023-12-02 03:36:26,394 - Epoch: [15][ 8500/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447542 +2023-12-02 03:37:08,693 - Epoch: [15][ 8600/31148] Overall Loss 0.009070 Objective Loss 0.000000 Distill Loss 0.009070 LR 0.000250 Time 0.447256 +2023-12-02 03:37:54,035 - Epoch: [15][ 8700/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447326 +2023-12-02 03:38:39,274 - Epoch: [15][ 8800/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447383 +2023-12-02 03:39:36,020 - Epoch: [15][ 8900/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.448731 +2023-12-02 03:40:20,630 - Epoch: [15][ 9000/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.448701 +2023-12-02 03:40:58,497 - Epoch: [15][ 9100/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447931 +2023-12-02 03:41:49,666 - Epoch: [15][ 9200/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.448623 +2023-12-02 03:42:35,276 - Epoch: [15][ 9300/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.448703 +2023-12-02 03:43:14,467 - Epoch: [15][ 9400/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.448098 +2023-12-02 03:43:55,797 - Epoch: [15][ 9500/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447731 +2023-12-02 03:44:38,490 - Epoch: [15][ 9600/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.447513 +2023-12-02 03:45:12,698 - Epoch: [15][ 9700/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.446426 +2023-12-02 03:45:40,250 - Epoch: [15][ 9800/31148] Overall Loss 0.009071 Objective Loss 0.000000 Distill Loss 0.009071 LR 0.000250 Time 0.444682 +2023-12-02 03:46:08,163 - Epoch: [15][ 9900/31148] Overall Loss 0.009069 Objective Loss 0.000000 Distill Loss 0.009069 LR 0.000250 Time 0.443009 +2023-12-02 03:46:35,404 - Epoch: [15][10000/31148] Overall Loss 0.009069 Objective Loss 0.000000 Distill Loss 0.009069 LR 0.000250 Time 0.441302 +2023-12-02 03:47:03,677 - Epoch: [15][10100/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.439732 +2023-12-02 03:47:32,082 - Epoch: [15][10200/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.438205 +2023-12-02 03:47:59,394 - Epoch: [15][10300/31148] Overall Loss 0.009067 Objective Loss 0.000000 Distill Loss 0.009067 LR 0.000250 Time 0.436602 +2023-12-02 03:48:27,128 - Epoch: [15][10400/31148] Overall Loss 0.009067 Objective Loss 0.000000 Distill Loss 0.009067 LR 0.000250 Time 0.435070 +2023-12-02 03:48:54,062 - Epoch: [15][10500/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.433491 +2023-12-02 03:49:22,646 - Epoch: [15][10600/31148] Overall Loss 0.009067 Objective Loss 0.000000 Distill Loss 0.009067 LR 0.000250 Time 0.432098 +2023-12-02 03:49:49,969 - Epoch: [15][10700/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.430613 +2023-12-02 03:50:17,858 - Epoch: [15][10800/31148] Overall Loss 0.009067 Objective Loss 0.000000 Distill Loss 0.009067 LR 0.000250 Time 0.429208 +2023-12-02 03:50:54,677 - Epoch: [15][10900/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.428647 +2023-12-02 03:51:48,332 - Epoch: [15][11000/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.429627 +2023-12-02 03:52:39,524 - Epoch: [15][11100/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.430368 +2023-12-02 03:53:22,219 - Epoch: [15][11200/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.430337 +2023-12-02 03:54:06,107 - Epoch: [15][11300/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.430412 +2023-12-02 03:55:01,138 - Epoch: [15][11400/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.431463 +2023-12-02 03:55:53,864 - Epoch: [15][11500/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.432296 +2023-12-02 03:56:44,147 - Epoch: [15][11600/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.432903 +2023-12-02 03:57:28,670 - Epoch: [15][11700/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.433008 +2023-12-02 03:58:31,239 - Epoch: [15][11800/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.434640 +2023-12-02 03:59:22,571 - Epoch: [15][11900/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.435301 +2023-12-02 04:00:09,794 - Epoch: [15][12000/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.435608 +2023-12-02 04:01:03,391 - Epoch: [15][12100/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.436437 +2023-12-02 04:01:46,973 - Epoch: [15][12200/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.436431 +2023-12-02 04:02:30,834 - Epoch: [15][12300/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.436448 +2023-12-02 04:03:23,890 - Epoch: [15][12400/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.437206 +2023-12-02 04:04:10,001 - Epoch: [15][12500/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.437397 +2023-12-02 04:05:13,114 - Epoch: [15][12600/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.438934 +2023-12-02 04:06:07,323 - Epoch: [15][12700/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.439746 +2023-12-02 04:06:59,524 - Epoch: [15][12800/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.440388 +2023-12-02 04:07:37,035 - Epoch: [15][12900/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.439881 +2023-12-02 04:08:28,740 - Epoch: [15][13000/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.440474 +2023-12-02 04:09:13,213 - Epoch: [15][13100/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.440506 +2023-12-02 04:09:55,179 - Epoch: [15][13200/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.440348 +2023-12-02 04:10:40,742 - Epoch: [15][13300/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.440462 +2023-12-02 04:11:23,093 - Epoch: [15][13400/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.440335 +2023-12-02 04:12:05,205 - Epoch: [15][13500/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.440192 +2023-12-02 04:12:57,132 - Epoch: [15][13600/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.440773 +2023-12-02 04:13:45,909 - Epoch: [15][13700/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.441115 +2023-12-02 04:14:41,783 - Epoch: [15][13800/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.441967 +2023-12-02 04:15:31,961 - Epoch: [15][13900/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.442397 +2023-12-02 04:16:13,232 - Epoch: [15][14000/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.442184 +2023-12-02 04:17:05,691 - Epoch: [15][14100/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.442768 +2023-12-02 04:17:55,380 - Epoch: [15][14200/31148] Overall Loss 0.009066 Objective Loss 0.000000 Distill Loss 0.009066 LR 0.000250 Time 0.443149 +2023-12-02 04:18:45,663 - Epoch: [15][14300/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.443566 +2023-12-02 04:19:30,849 - Epoch: [15][14400/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.443623 +2023-12-02 04:20:32,658 - Epoch: [15][14500/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444826 +2023-12-02 04:21:20,197 - Epoch: [15][14600/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.445034 +2023-12-02 04:22:12,607 - Epoch: [15][14700/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.445572 +2023-12-02 04:22:51,869 - Epoch: [15][14800/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.445214 +2023-12-02 04:23:34,521 - Epoch: [15][14900/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.445088 +2023-12-02 04:24:16,706 - Epoch: [15][15000/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.444932 +2023-12-02 04:25:02,448 - Epoch: [15][15100/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.445015 +2023-12-02 04:25:43,985 - Epoch: [15][15200/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444819 +2023-12-02 04:26:23,851 - Epoch: [15][15300/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444517 +2023-12-02 04:27:07,949 - Epoch: [15][15400/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444494 +2023-12-02 04:28:04,128 - Epoch: [15][15500/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.445250 +2023-12-02 04:28:44,633 - Epoch: [15][15600/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444992 +2023-12-02 04:29:21,655 - Epoch: [15][15700/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.444515 +2023-12-02 04:29:58,948 - Epoch: [15][15800/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444061 +2023-12-02 04:30:40,876 - Epoch: [15][15900/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.443905 +2023-12-02 04:31:30,485 - Epoch: [15][16000/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444231 +2023-12-02 04:32:22,545 - Epoch: [15][16100/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.444705 +2023-12-02 04:33:20,605 - Epoch: [15][16200/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.445543 +2023-12-02 04:34:07,086 - Epoch: [15][16300/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.445661 +2023-12-02 04:35:05,242 - Epoch: [15][16400/31148] Overall Loss 0.009065 Objective Loss 0.000000 Distill Loss 0.009065 LR 0.000250 Time 0.446489 +2023-12-02 04:35:58,024 - Epoch: [15][16500/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.446982 +2023-12-02 04:36:44,018 - Epoch: [15][16600/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.447059 +2023-12-02 04:37:37,097 - Epoch: [15][16700/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.447560 +2023-12-02 04:38:26,185 - Epoch: [15][16800/31148] Overall Loss 0.009064 Objective Loss 0.000000 Distill Loss 0.009064 LR 0.000250 Time 0.447818 +2023-12-02 04:39:14,896 - Epoch: [15][16900/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.448050 +2023-12-02 04:40:00,723 - Epoch: [15][17000/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.448109 +2023-12-02 04:40:51,027 - Epoch: [15][17100/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.448430 +2023-12-02 04:41:39,498 - Epoch: [15][17200/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.448641 +2023-12-02 04:42:27,203 - Epoch: [15][17300/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.448805 +2023-12-02 04:43:22,377 - Epoch: [15][17400/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.449396 +2023-12-02 04:44:05,509 - Epoch: [15][17500/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.449292 +2023-12-02 04:44:57,440 - Epoch: [15][17600/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.449689 +2023-12-02 04:45:42,661 - Epoch: [15][17700/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.449703 +2023-12-02 04:46:32,157 - Epoch: [15][17800/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.449957 +2023-12-02 04:47:15,829 - Epoch: [15][17900/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.449883 +2023-12-02 04:48:12,138 - Epoch: [15][18000/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.450511 +2023-12-02 04:48:57,050 - Epoch: [15][18100/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.450503 +2023-12-02 04:49:38,934 - Epoch: [15][18200/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.450329 +2023-12-02 04:50:23,489 - Epoch: [15][18300/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.450302 +2023-12-02 04:51:15,497 - Epoch: [15][18400/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.450681 +2023-12-02 04:51:55,375 - Epoch: [15][18500/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.450400 +2023-12-02 04:52:46,766 - Epoch: [15][18600/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.450741 +2023-12-02 04:53:37,845 - Epoch: [15][18700/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.451062 +2023-12-02 04:54:15,886 - Epoch: [15][18800/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.450686 +2023-12-02 04:55:01,053 - Epoch: [15][18900/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.450691 +2023-12-02 04:55:51,813 - Epoch: [15][19000/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.450990 +2023-12-02 04:56:41,913 - Epoch: [15][19100/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.451251 +2023-12-02 04:57:36,387 - Epoch: [15][19200/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.451738 +2023-12-02 04:58:25,948 - Epoch: [15][19300/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.451965 +2023-12-02 04:59:11,958 - Epoch: [15][19400/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.452006 +2023-12-02 05:00:09,528 - Epoch: [15][19500/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.452640 +2023-12-02 05:01:10,358 - Epoch: [15][19600/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.453434 +2023-12-02 05:01:58,904 - Epoch: [15][19700/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.453596 +2023-12-02 05:02:42,059 - Epoch: [15][19800/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.453485 +2023-12-02 05:03:30,407 - Epoch: [15][19900/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.453635 +2023-12-02 05:04:18,042 - Epoch: [15][20000/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.453748 +2023-12-02 05:05:03,904 - Epoch: [15][20100/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.453772 +2023-12-02 05:05:50,460 - Epoch: [15][20200/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.453830 +2023-12-02 05:06:43,959 - Epoch: [15][20300/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454229 +2023-12-02 05:07:27,458 - Epoch: [15][20400/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454135 +2023-12-02 05:08:11,520 - Epoch: [15][20500/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.454068 +2023-12-02 05:08:59,233 - Epoch: [15][20600/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.454180 +2023-12-02 05:09:45,158 - Epoch: [15][20700/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.454204 +2023-12-02 05:10:35,898 - Epoch: [15][20800/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.454460 +2023-12-02 05:11:26,170 - Epoch: [15][20900/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454690 +2023-12-02 05:12:05,594 - Epoch: [15][21000/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454402 +2023-12-02 05:12:54,727 - Epoch: [15][21100/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454577 +2023-12-02 05:13:36,816 - Epoch: [15][21200/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454418 +2023-12-02 05:14:21,460 - Epoch: [15][21300/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454380 +2023-12-02 05:15:11,745 - Epoch: [15][21400/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454606 +2023-12-02 05:16:04,930 - Epoch: [15][21500/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.454965 +2023-12-02 05:17:05,086 - Epoch: [15][21600/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.455643 +2023-12-02 05:17:53,573 - Epoch: [15][21700/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.455777 +2023-12-02 05:18:41,239 - Epoch: [15][21800/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.455873 +2023-12-02 05:19:18,684 - Epoch: [15][21900/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.455501 +2023-12-02 05:20:15,154 - Epoch: [15][22000/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.455997 +2023-12-02 05:21:05,514 - Epoch: [15][22100/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.456212 +2023-12-02 05:21:49,412 - Epoch: [15][22200/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.456134 +2023-12-02 05:22:40,926 - Epoch: [15][22300/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456398 +2023-12-02 05:23:26,967 - Epoch: [15][22400/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456416 +2023-12-02 05:24:11,762 - Epoch: [15][22500/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.456378 +2023-12-02 05:24:59,306 - Epoch: [15][22600/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456462 +2023-12-02 05:25:44,344 - Epoch: [15][22700/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456435 +2023-12-02 05:26:25,350 - Epoch: [15][22800/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456231 +2023-12-02 05:27:17,780 - Epoch: [15][22900/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456528 +2023-12-02 05:28:03,557 - Epoch: [15][23000/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456533 +2023-12-02 05:28:46,261 - Epoch: [15][23100/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456405 +2023-12-02 05:29:33,522 - Epoch: [15][23200/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456475 +2023-12-02 05:30:22,809 - Epoch: [15][23300/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456631 +2023-12-02 05:31:12,044 - Epoch: [15][23400/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456783 +2023-12-02 05:31:56,986 - Epoch: [15][23500/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456751 +2023-12-02 05:32:47,653 - Epoch: [15][23600/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456962 +2023-12-02 05:33:26,868 - Epoch: [15][23700/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.456689 +2023-12-02 05:34:06,285 - Epoch: [15][23800/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456426 +2023-12-02 05:34:50,423 - Epoch: [15][23900/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.456362 +2023-12-02 05:35:55,620 - Epoch: [15][24000/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.457177 +2023-12-02 05:36:47,218 - Epoch: [15][24100/31148] Overall Loss 0.009063 Objective Loss 0.000000 Distill Loss 0.009063 LR 0.000250 Time 0.457421 +2023-12-02 05:37:31,504 - Epoch: [15][24200/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.457360 +2023-12-02 05:38:18,771 - Epoch: [15][24300/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.457423 +2023-12-02 05:39:04,026 - Epoch: [15][24400/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.457403 +2023-12-02 05:39:44,727 - Epoch: [15][24500/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.457197 +2023-12-02 05:40:29,683 - Epoch: [15][24600/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.457165 +2023-12-02 05:41:09,107 - Epoch: [15][24700/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456910 +2023-12-02 05:41:52,779 - Epoch: [15][24800/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456829 +2023-12-02 05:42:36,058 - Epoch: [15][24900/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.456732 +2023-12-02 05:43:28,603 - Epoch: [15][25000/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457007 +2023-12-02 05:44:05,780 - Epoch: [15][25100/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.456667 +2023-12-02 05:44:50,717 - Epoch: [15][25200/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.456637 +2023-12-02 05:45:43,850 - Epoch: [15][25300/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.456932 +2023-12-02 05:46:33,221 - Epoch: [15][25400/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457077 +2023-12-02 05:47:22,942 - Epoch: [15][25500/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457234 +2023-12-02 05:48:13,679 - Epoch: [15][25600/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.457430 +2023-12-02 05:48:55,097 - Epoch: [15][25700/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457261 +2023-12-02 05:49:44,218 - Epoch: [15][25800/31148] Overall Loss 0.009062 Objective Loss 0.000000 Distill Loss 0.009062 LR 0.000250 Time 0.457392 +2023-12-02 05:50:28,950 - Epoch: [15][25900/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457353 +2023-12-02 05:51:13,801 - Epoch: [15][26000/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457319 +2023-12-02 05:52:01,883 - Epoch: [15][26100/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457409 +2023-12-02 05:52:52,500 - Epoch: [15][26200/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457594 +2023-12-02 05:53:38,773 - Epoch: [15][26300/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457614 +2023-12-02 05:54:24,692 - Epoch: [15][26400/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457619 +2023-12-02 05:55:13,867 - Epoch: [15][26500/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457748 +2023-12-02 05:55:59,405 - Epoch: [15][26600/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457739 +2023-12-02 05:56:50,799 - Epoch: [15][26700/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457949 +2023-12-02 05:57:33,852 - Epoch: [15][26800/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457846 +2023-12-02 05:58:15,283 - Epoch: [15][26900/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457684 +2023-12-02 05:58:57,464 - Epoch: [15][27000/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457551 +2023-12-02 05:59:41,222 - Epoch: [15][27100/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457477 +2023-12-02 06:00:28,299 - Epoch: [15][27200/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457526 +2023-12-02 06:01:11,605 - Epoch: [15][27300/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457436 +2023-12-02 06:01:54,392 - Epoch: [15][27400/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457328 +2023-12-02 06:02:37,282 - Epoch: [15][27500/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457224 +2023-12-02 06:03:28,700 - Epoch: [15][27600/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457430 +2023-12-02 06:04:17,791 - Epoch: [15][27700/31148] Overall Loss 0.009061 Objective Loss 0.000000 Distill Loss 0.009061 LR 0.000250 Time 0.457551 +2023-12-02 06:04:56,740 - Epoch: [15][27800/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457306 +2023-12-02 06:05:40,527 - Epoch: [15][27900/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457236 +2023-12-02 06:06:22,002 - Epoch: [15][28000/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457084 +2023-12-02 06:07:06,765 - Epoch: [15][28100/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457050 +2023-12-02 06:07:50,992 - Epoch: [15][28200/31148] Overall Loss 0.009059 Objective Loss 0.000000 Distill Loss 0.009059 LR 0.000250 Time 0.456997 +2023-12-02 06:08:34,353 - Epoch: [15][28300/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456915 +2023-12-02 06:09:24,539 - Epoch: [15][28400/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.457073 +2023-12-02 06:10:05,256 - Epoch: [15][28500/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456897 +2023-12-02 06:10:48,447 - Epoch: [15][28600/31148] Overall Loss 0.009059 Objective Loss 0.000000 Distill Loss 0.009059 LR 0.000250 Time 0.456810 +2023-12-02 06:11:36,889 - Epoch: [15][28700/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456906 +2023-12-02 06:12:17,422 - Epoch: [15][28800/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456726 +2023-12-02 06:12:57,860 - Epoch: [15][28900/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456545 +2023-12-02 06:13:49,286 - Epoch: [15][29000/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456744 +2023-12-02 06:14:36,133 - Epoch: [15][29100/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456784 +2023-12-02 06:15:14,337 - Epoch: [15][29200/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456527 +2023-12-02 06:15:57,445 - Epoch: [15][29300/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456440 +2023-12-02 06:16:33,028 - Epoch: [15][29400/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456098 +2023-12-02 06:17:20,907 - Epoch: [15][29500/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456175 +2023-12-02 06:18:05,375 - Epoch: [15][29600/31148] Overall Loss 0.009059 Objective Loss 0.000000 Distill Loss 0.009059 LR 0.000250 Time 0.456135 +2023-12-02 06:18:58,984 - Epoch: [15][29700/31148] Overall Loss 0.009059 Objective Loss 0.000000 Distill Loss 0.009059 LR 0.000250 Time 0.456404 +2023-12-02 06:19:45,195 - Epoch: [15][29800/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456423 +2023-12-02 06:20:24,370 - Epoch: [15][29900/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456207 +2023-12-02 06:21:10,518 - Epoch: [15][30000/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456224 +2023-12-02 06:21:53,598 - Epoch: [15][30100/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456139 +2023-12-02 06:22:48,664 - Epoch: [15][30200/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456452 +2023-12-02 06:23:39,103 - Epoch: [15][30300/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456610 +2023-12-02 06:24:20,595 - Epoch: [15][30400/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456473 +2023-12-02 06:25:12,725 - Epoch: [15][30500/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456685 +2023-12-02 06:25:50,446 - Epoch: [15][30600/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456425 +2023-12-02 06:26:35,932 - Epoch: [15][30700/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456420 +2023-12-02 06:27:21,596 - Epoch: [15][30800/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456420 +2023-12-02 06:28:02,755 - Epoch: [15][30900/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456275 +2023-12-02 06:28:49,097 - Epoch: [15][31000/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456298 +2023-12-02 06:29:39,562 - Epoch: [15][31100/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456453 +2023-12-02 06:29:57,009 - Epoch: [15][31148/31148] Overall Loss 0.009060 Objective Loss 0.000000 Distill Loss 0.009060 LR 0.000250 Time 0.456309 +2023-12-02 06:29:57,820 - --- validate (epoch=15)----------- +2023-12-02 06:29:57,820 - 167951 samples (100 per mini-batch) +2023-12-02 06:30:21,202 - Epoch: [15][ 100/ 1680] Loss 0.000000 Overall Loss 0.009658 +2023-12-02 06:30:41,174 - Epoch: [15][ 200/ 1680] Loss 0.000000 Overall Loss 0.009674 +2023-12-02 06:31:01,225 - Epoch: [15][ 300/ 1680] Loss 0.000000 Overall Loss 0.009670 +2023-12-02 06:31:21,243 - Epoch: [15][ 400/ 1680] Loss 0.000000 Overall Loss 0.009678 +2023-12-02 06:31:41,230 - Epoch: [15][ 500/ 1680] Loss 0.000000 Overall Loss 0.009683 +2023-12-02 06:32:01,226 - Epoch: [15][ 600/ 1680] Loss 0.000000 Overall Loss 0.009694 +2023-12-02 06:32:21,205 - Epoch: [15][ 700/ 1680] Loss 0.000000 Overall Loss 0.009680 +2023-12-02 06:32:41,195 - Epoch: [15][ 800/ 1680] Loss 0.000000 Overall Loss 0.009684 +2023-12-02 06:33:01,190 - Epoch: [15][ 900/ 1680] Loss 0.000000 Overall Loss 0.009692 +2023-12-02 06:33:21,163 - Epoch: [15][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009683 +2023-12-02 06:33:41,182 - Epoch: [15][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009682 +2023-12-02 06:34:01,259 - Epoch: [15][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009678 +2023-12-02 06:34:21,231 - Epoch: [15][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009673 +2023-12-02 06:34:41,187 - Epoch: [15][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009670 +2023-12-02 06:35:01,253 - Epoch: [15][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009672 +2023-12-02 06:35:21,351 - Epoch: [15][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009672 +2023-12-02 06:35:37,314 - Epoch: [15][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009673 +2023-12-02 06:35:37,863 - ==> Overall Loss: 0.010 + +2023-12-02 06:35:37,876 - ==> Best [Overall Loss: 0.009673 on epoch: 15] +2023-12-02 06:35:37,877 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-02 06:35:37,958 - + +2023-12-02 06:35:37,959 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-02 06:36:40,566 - Epoch: [16][ 100/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.625978 +2023-12-02 06:37:28,371 - Epoch: [16][ 200/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.551980 +2023-12-02 06:38:13,713 - Epoch: [16][ 300/31148] Overall Loss 0.009021 Objective Loss 0.000000 Distill Loss 0.009021 LR 0.000250 Time 0.519100 +2023-12-02 06:38:50,449 - Epoch: [16][ 400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.481148 +2023-12-02 06:39:40,167 - Epoch: [16][ 500/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.484342 +2023-12-02 06:40:19,887 - Epoch: [16][ 600/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.469805 +2023-12-02 06:41:05,953 - Epoch: [16][ 700/31148] Overall Loss 0.009018 Objective Loss 0.000000 Distill Loss 0.009018 LR 0.000250 Time 0.468487 +2023-12-02 06:41:46,799 - Epoch: [16][ 800/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.460975 +2023-12-02 06:42:37,514 - Epoch: [16][ 900/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.466096 +2023-12-02 06:43:10,740 - Epoch: [16][ 1000/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.452706 +2023-12-02 06:43:57,332 - Epoch: [16][ 1100/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.453901 +2023-12-02 06:44:32,306 - Epoch: [16][ 1200/31148] Overall Loss 0.009021 Objective Loss 0.000000 Distill Loss 0.009021 LR 0.000250 Time 0.445214 +2023-12-02 06:45:14,985 - Epoch: [16][ 1300/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.443791 +2023-12-02 06:45:56,293 - Epoch: [16][ 1400/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.441592 +2023-12-02 06:46:37,372 - Epoch: [16][ 1500/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.439534 +2023-12-02 06:47:25,306 - Epoch: [16][ 1600/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.442017 +2023-12-02 06:48:14,938 - Epoch: [16][ 1700/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.445207 +2023-12-02 06:48:56,301 - Epoch: [16][ 1800/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.443449 +2023-12-02 06:49:37,130 - Epoch: [16][ 1900/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.441594 +2023-12-02 06:50:20,288 - Epoch: [16][ 2000/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.441090 +2023-12-02 06:51:02,214 - Epoch: [16][ 2100/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.440047 +2023-12-02 06:51:38,123 - Epoch: [16][ 2200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.436364 +2023-12-02 06:52:20,123 - Epoch: [16][ 2300/31148] Overall Loss 0.009033 Objective Loss 0.000000 Distill Loss 0.009033 LR 0.000250 Time 0.435649 +2023-12-02 06:52:58,740 - Epoch: [16][ 2400/31148] Overall Loss 0.009036 Objective Loss 0.000000 Distill Loss 0.009036 LR 0.000250 Time 0.433584 +2023-12-02 06:53:38,060 - Epoch: [16][ 2500/31148] Overall Loss 0.009034 Objective Loss 0.000000 Distill Loss 0.009034 LR 0.000250 Time 0.431966 +2023-12-02 06:54:18,270 - Epoch: [16][ 2600/31148] Overall Loss 0.009037 Objective Loss 0.000000 Distill Loss 0.009037 LR 0.000250 Time 0.430814 +2023-12-02 06:54:51,903 - Epoch: [16][ 2700/31148] Overall Loss 0.009039 Objective Loss 0.000000 Distill Loss 0.009039 LR 0.000250 Time 0.427312 +2023-12-02 06:55:35,022 - Epoch: [16][ 2800/31148] Overall Loss 0.009037 Objective Loss 0.000000 Distill Loss 0.009037 LR 0.000250 Time 0.427448 +2023-12-02 06:56:22,966 - Epoch: [16][ 2900/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.429238 +2023-12-02 06:57:16,241 - Epoch: [16][ 3000/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.432686 +2023-12-02 06:57:57,780 - Epoch: [16][ 3100/31148] Overall Loss 0.009032 Objective Loss 0.000000 Distill Loss 0.009032 LR 0.000250 Time 0.432126 +2023-12-02 06:58:46,321 - Epoch: [16][ 3200/31148] Overall Loss 0.009033 Objective Loss 0.000000 Distill Loss 0.009033 LR 0.000250 Time 0.433789 +2023-12-02 06:59:25,321 - Epoch: [16][ 3300/31148] Overall Loss 0.009033 Objective Loss 0.000000 Distill Loss 0.009033 LR 0.000250 Time 0.432460 +2023-12-02 07:00:03,349 - Epoch: [16][ 3400/31148] Overall Loss 0.009032 Objective Loss 0.000000 Distill Loss 0.009032 LR 0.000250 Time 0.430923 +2023-12-02 07:00:44,559 - Epoch: [16][ 3500/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.430383 +2023-12-02 07:01:24,129 - Epoch: [16][ 3600/31148] Overall Loss 0.009033 Objective Loss 0.000000 Distill Loss 0.009033 LR 0.000250 Time 0.429418 +2023-12-02 07:01:59,206 - Epoch: [16][ 3700/31148] Overall Loss 0.009034 Objective Loss 0.000000 Distill Loss 0.009034 LR 0.000250 Time 0.427290 +2023-12-02 07:02:41,966 - Epoch: [16][ 3800/31148] Overall Loss 0.009034 Objective Loss 0.000000 Distill Loss 0.009034 LR 0.000250 Time 0.427296 +2023-12-02 07:03:25,262 - Epoch: [16][ 3900/31148] Overall Loss 0.009036 Objective Loss 0.000000 Distill Loss 0.009036 LR 0.000250 Time 0.427440 +2023-12-02 07:04:08,484 - Epoch: [16][ 4000/31148] Overall Loss 0.009036 Objective Loss 0.000000 Distill Loss 0.009036 LR 0.000250 Time 0.427557 +2023-12-02 07:04:53,641 - Epoch: [16][ 4100/31148] Overall Loss 0.009037 Objective Loss 0.000000 Distill Loss 0.009037 LR 0.000250 Time 0.428141 +2023-12-02 07:05:29,279 - Epoch: [16][ 4200/31148] Overall Loss 0.009037 Objective Loss 0.000000 Distill Loss 0.009037 LR 0.000250 Time 0.426430 +2023-12-02 07:06:18,981 - Epoch: [16][ 4300/31148] Overall Loss 0.009040 Objective Loss 0.000000 Distill Loss 0.009040 LR 0.000250 Time 0.428070 +2023-12-02 07:07:04,373 - Epoch: [16][ 4400/31148] Overall Loss 0.009038 Objective Loss 0.000000 Distill Loss 0.009038 LR 0.000250 Time 0.428656 +2023-12-02 07:07:48,526 - Epoch: [16][ 4500/31148] Overall Loss 0.009041 Objective Loss 0.000000 Distill Loss 0.009041 LR 0.000250 Time 0.428941 +2023-12-02 07:08:22,869 - Epoch: [16][ 4600/31148] Overall Loss 0.009040 Objective Loss 0.000000 Distill Loss 0.009040 LR 0.000250 Time 0.427080 +2023-12-02 07:09:05,352 - Epoch: [16][ 4700/31148] Overall Loss 0.009041 Objective Loss 0.000000 Distill Loss 0.009041 LR 0.000250 Time 0.427031 +2023-12-02 07:09:54,602 - Epoch: [16][ 4800/31148] Overall Loss 0.009042 Objective Loss 0.000000 Distill Loss 0.009042 LR 0.000250 Time 0.428393 +2023-12-02 07:10:39,827 - Epoch: [16][ 4900/31148] Overall Loss 0.009042 Objective Loss 0.000000 Distill Loss 0.009042 LR 0.000250 Time 0.428879 +2023-12-02 07:11:16,250 - Epoch: [16][ 5000/31148] Overall Loss 0.009043 Objective Loss 0.000000 Distill Loss 0.009043 LR 0.000250 Time 0.427584 +2023-12-02 07:11:57,114 - Epoch: [16][ 5100/31148] Overall Loss 0.009042 Objective Loss 0.000000 Distill Loss 0.009042 LR 0.000250 Time 0.427211 +2023-12-02 07:12:36,942 - Epoch: [16][ 5200/31148] Overall Loss 0.009043 Objective Loss 0.000000 Distill Loss 0.009043 LR 0.000250 Time 0.426654 +2023-12-02 07:13:11,646 - Epoch: [16][ 5300/31148] Overall Loss 0.009042 Objective Loss 0.000000 Distill Loss 0.009042 LR 0.000250 Time 0.425150 +2023-12-02 07:13:40,103 - Epoch: [16][ 5400/31148] Overall Loss 0.009045 Objective Loss 0.000000 Distill Loss 0.009045 LR 0.000250 Time 0.422546 +2023-12-02 07:14:07,433 - Epoch: [16][ 5500/31148] Overall Loss 0.009044 Objective Loss 0.000000 Distill Loss 0.009044 LR 0.000250 Time 0.419832 +2023-12-02 07:14:35,077 - Epoch: [16][ 5600/31148] Overall Loss 0.009044 Objective Loss 0.000000 Distill Loss 0.009044 LR 0.000250 Time 0.417270 +2023-12-02 07:15:03,171 - Epoch: [16][ 5700/31148] Overall Loss 0.009044 Objective Loss 0.000000 Distill Loss 0.009044 LR 0.000250 Time 0.414878 +2023-12-02 07:15:30,871 - Epoch: [16][ 5800/31148] Overall Loss 0.009043 Objective Loss 0.000000 Distill Loss 0.009043 LR 0.000250 Time 0.412500 +2023-12-02 07:16:00,046 - Epoch: [16][ 5900/31148] Overall Loss 0.009042 Objective Loss 0.000000 Distill Loss 0.009042 LR 0.000250 Time 0.410452 +2023-12-02 07:16:28,380 - Epoch: [16][ 6000/31148] Overall Loss 0.009041 Objective Loss 0.000000 Distill Loss 0.009041 LR 0.000250 Time 0.408333 +2023-12-02 07:16:55,952 - Epoch: [16][ 6100/31148] Overall Loss 0.009041 Objective Loss 0.000000 Distill Loss 0.009041 LR 0.000250 Time 0.406158 +2023-12-02 07:17:22,966 - Epoch: [16][ 6200/31148] Overall Loss 0.009038 Objective Loss 0.000000 Distill Loss 0.009038 LR 0.000250 Time 0.403964 +2023-12-02 07:17:50,262 - Epoch: [16][ 6300/31148] Overall Loss 0.009036 Objective Loss 0.000000 Distill Loss 0.009036 LR 0.000250 Time 0.401884 +2023-12-02 07:18:18,258 - Epoch: [16][ 6400/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.399978 +2023-12-02 07:18:53,129 - Epoch: [16][ 6500/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.399188 +2023-12-02 07:19:32,655 - Epoch: [16][ 6600/31148] Overall Loss 0.009033 Objective Loss 0.000000 Distill Loss 0.009033 LR 0.000250 Time 0.399127 +2023-12-02 07:20:12,714 - Epoch: [16][ 6700/31148] Overall Loss 0.009034 Objective Loss 0.000000 Distill Loss 0.009034 LR 0.000250 Time 0.399148 +2023-12-02 07:20:55,387 - Epoch: [16][ 6800/31148] Overall Loss 0.009034 Objective Loss 0.000000 Distill Loss 0.009034 LR 0.000250 Time 0.399553 +2023-12-02 07:21:51,399 - Epoch: [16][ 6900/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.401879 +2023-12-02 07:22:46,673 - Epoch: [16][ 7000/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.404033 +2023-12-02 07:23:28,649 - Epoch: [16][ 7100/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.404253 +2023-12-02 07:24:15,949 - Epoch: [16][ 7200/31148] Overall Loss 0.009034 Objective Loss 0.000000 Distill Loss 0.009034 LR 0.000250 Time 0.405207 +2023-12-02 07:24:59,941 - Epoch: [16][ 7300/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.405681 +2023-12-02 07:25:49,413 - Epoch: [16][ 7400/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.406884 +2023-12-02 07:26:32,869 - Epoch: [16][ 7500/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.407252 +2023-12-02 07:27:31,419 - Epoch: [16][ 7600/31148] Overall Loss 0.009035 Objective Loss 0.000000 Distill Loss 0.009035 LR 0.000250 Time 0.409596 +2023-12-02 07:28:17,350 - Epoch: [16][ 7700/31148] Overall Loss 0.009034 Objective Loss 0.000000 Distill Loss 0.009034 LR 0.000250 Time 0.410241 +2023-12-02 07:29:11,043 - Epoch: [16][ 7800/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.411864 +2023-12-02 07:29:51,054 - Epoch: [16][ 7900/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.411714 +2023-12-02 07:30:41,001 - Epoch: [16][ 8000/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.412810 +2023-12-02 07:31:36,647 - Epoch: [16][ 8100/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.414583 +2023-12-02 07:32:25,085 - Epoch: [16][ 8200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.415433 +2023-12-02 07:33:15,194 - Epoch: [16][ 8300/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.416464 +2023-12-02 07:33:56,319 - Epoch: [16][ 8400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.416401 +2023-12-02 07:34:45,436 - Epoch: [16][ 8500/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.417280 +2023-12-02 07:35:27,187 - Epoch: [16][ 8600/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.417282 +2023-12-02 07:36:06,116 - Epoch: [16][ 8700/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.416959 +2023-12-02 07:36:49,211 - Epoch: [16][ 8800/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.417118 +2023-12-02 07:37:30,033 - Epoch: [16][ 8900/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.417017 +2023-12-02 07:38:12,344 - Epoch: [16][ 9000/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.417084 +2023-12-02 07:38:59,429 - Epoch: [16][ 9100/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.417674 +2023-12-02 07:39:46,275 - Epoch: [16][ 9200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.418225 +2023-12-02 07:40:32,475 - Epoch: [16][ 9300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.418695 +2023-12-02 07:41:21,127 - Epoch: [16][ 9400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.419416 +2023-12-02 07:42:03,148 - Epoch: [16][ 9500/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.419423 +2023-12-02 07:42:52,459 - Epoch: [16][ 9600/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.420190 +2023-12-02 07:43:33,485 - Epoch: [16][ 9700/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.420087 +2023-12-02 07:44:25,315 - Epoch: [16][ 9800/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.421088 +2023-12-02 07:45:20,377 - Epoch: [16][ 9900/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.422396 +2023-12-02 07:46:14,216 - Epoch: [16][10000/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.423555 +2023-12-02 07:46:58,646 - Epoch: [16][10100/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.423760 +2023-12-02 07:47:46,901 - Epoch: [16][10200/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.424335 +2023-12-02 07:48:37,529 - Epoch: [16][10300/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.425130 +2023-12-02 07:49:37,772 - Epoch: [16][10400/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.426834 +2023-12-02 07:50:24,093 - Epoch: [16][10500/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.427180 +2023-12-02 07:51:05,239 - Epoch: [16][10600/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.427031 +2023-12-02 07:52:02,668 - Epoch: [16][10700/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.428406 +2023-12-02 07:52:41,064 - Epoch: [16][10800/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.427994 +2023-12-02 07:53:22,961 - Epoch: [16][10900/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.427911 +2023-12-02 07:54:07,070 - Epoch: [16][11000/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.428030 +2023-12-02 07:54:54,562 - Epoch: [16][11100/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.428452 +2023-12-02 07:55:45,997 - Epoch: [16][11200/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.429218 +2023-12-02 07:56:27,783 - Epoch: [16][11300/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.429117 +2023-12-02 07:57:11,139 - Epoch: [16][11400/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.429155 +2023-12-02 07:58:07,841 - Epoch: [16][11500/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.430353 +2023-12-02 07:58:53,546 - Epoch: [16][11600/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.430583 +2023-12-02 07:59:43,667 - Epoch: [16][11700/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.431186 +2023-12-02 08:00:34,303 - Epoch: [16][11800/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431822 +2023-12-02 08:01:20,361 - Epoch: [16][11900/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.432063 +2023-12-02 08:02:00,896 - Epoch: [16][12000/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431840 +2023-12-02 08:02:36,453 - Epoch: [16][12100/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431209 +2023-12-02 08:03:24,818 - Epoch: [16][12200/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431638 +2023-12-02 08:04:09,574 - Epoch: [16][12300/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431767 +2023-12-02 08:04:50,020 - Epoch: [16][12400/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431546 +2023-12-02 08:05:30,751 - Epoch: [16][12500/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431352 +2023-12-02 08:06:15,822 - Epoch: [16][12600/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431505 +2023-12-02 08:07:02,189 - Epoch: [16][12700/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.431758 +2023-12-02 08:08:02,581 - Epoch: [16][12800/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.433102 +2023-12-02 08:08:50,198 - Epoch: [16][12900/31148] Overall Loss 0.009023 Objective Loss 0.000000 Distill Loss 0.009023 LR 0.000250 Time 0.433435 +2023-12-02 08:09:41,950 - Epoch: [16][13000/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.434082 +2023-12-02 08:10:39,155 - Epoch: [16][13100/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.435134 +2023-12-02 08:11:27,991 - Epoch: [16][13200/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.435537 +2023-12-02 08:12:17,361 - Epoch: [16][13300/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.435974 +2023-12-02 08:13:02,074 - Epoch: [16][13400/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.436056 +2023-12-02 08:13:53,477 - Epoch: [16][13500/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.436633 +2023-12-02 08:14:43,305 - Epoch: [16][13600/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.437086 +2023-12-02 08:15:24,252 - Epoch: [16][13700/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.436884 +2023-12-02 08:16:07,905 - Epoch: [16][13800/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.436881 +2023-12-02 08:16:55,312 - Epoch: [16][13900/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.437148 +2023-12-02 08:17:50,718 - Epoch: [16][14000/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.437983 +2023-12-02 08:18:34,825 - Epoch: [16][14100/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.438004 +2023-12-02 08:19:20,117 - Epoch: [16][14200/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.438108 +2023-12-02 08:20:14,337 - Epoch: [16][14300/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.438836 +2023-12-02 08:20:57,708 - Epoch: [16][14400/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.438800 +2023-12-02 08:21:47,423 - Epoch: [16][14500/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.439202 +2023-12-02 08:22:42,092 - Epoch: [16][14600/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.439937 +2023-12-02 08:23:22,559 - Epoch: [16][14700/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.439697 +2023-12-02 08:24:08,969 - Epoch: [16][14800/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.439861 +2023-12-02 08:24:48,183 - Epoch: [16][14900/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.439541 +2023-12-02 08:25:41,282 - Epoch: [16][15000/31148] Overall Loss 0.009024 Objective Loss 0.000000 Distill Loss 0.009024 LR 0.000250 Time 0.440150 +2023-12-02 08:26:19,100 - Epoch: [16][15100/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.439739 +2023-12-02 08:27:09,677 - Epoch: [16][15200/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.440173 +2023-12-02 08:27:50,724 - Epoch: [16][15300/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.439978 +2023-12-02 08:28:45,006 - Epoch: [16][15400/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.440645 +2023-12-02 08:29:37,639 - Epoch: [16][15500/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.441197 +2023-12-02 08:30:27,768 - Epoch: [16][15600/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.441582 +2023-12-02 08:31:12,385 - Epoch: [16][15700/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.441611 +2023-12-02 08:32:08,268 - Epoch: [16][15800/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.442352 +2023-12-02 08:32:52,887 - Epoch: [16][15900/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.442376 +2023-12-02 08:33:48,897 - Epoch: [16][16000/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.443111 +2023-12-02 08:34:37,053 - Epoch: [16][16100/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.443350 +2023-12-02 08:35:19,006 - Epoch: [16][16200/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.443202 +2023-12-02 08:36:01,575 - Epoch: [16][16300/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.443094 +2023-12-02 08:36:50,703 - Epoch: [16][16400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.443388 +2023-12-02 08:37:39,918 - Epoch: [16][16500/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.443683 +2023-12-02 08:38:32,680 - Epoch: [16][16600/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.444188 +2023-12-02 08:39:15,641 - Epoch: [16][16700/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.444100 +2023-12-02 08:40:01,151 - Epoch: [16][16800/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.444165 +2023-12-02 08:40:41,621 - Epoch: [16][16900/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.443931 +2023-12-02 08:41:37,109 - Epoch: [16][17000/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.444584 +2023-12-02 08:42:17,357 - Epoch: [16][17100/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.444337 +2023-12-02 08:42:59,895 - Epoch: [16][17200/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.444226 +2023-12-02 08:43:41,214 - Epoch: [16][17300/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.444046 +2023-12-02 08:44:46,478 - Epoch: [16][17400/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.445245 +2023-12-02 08:45:27,111 - Epoch: [16][17500/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445022 +2023-12-02 08:46:10,081 - Epoch: [16][17600/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.444935 +2023-12-02 08:46:57,396 - Epoch: [16][17700/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.445094 +2023-12-02 08:47:41,762 - Epoch: [16][17800/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445085 +2023-12-02 08:48:29,839 - Epoch: [16][17900/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445284 +2023-12-02 08:49:14,987 - Epoch: [16][18000/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445318 +2023-12-02 08:50:01,927 - Epoch: [16][18100/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445451 +2023-12-02 08:50:54,942 - Epoch: [16][18200/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445916 +2023-12-02 08:51:34,729 - Epoch: [16][18300/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445653 +2023-12-02 08:52:17,329 - Epoch: [16][18400/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.445546 +2023-12-02 08:53:01,350 - Epoch: [16][18500/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445516 +2023-12-02 08:53:44,260 - Epoch: [16][18600/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445428 +2023-12-02 08:54:27,978 - Epoch: [16][18700/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445383 +2023-12-02 08:55:16,319 - Epoch: [16][18800/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445585 +2023-12-02 08:56:02,509 - Epoch: [16][18900/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445671 +2023-12-02 08:56:48,314 - Epoch: [16][19000/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.445736 +2023-12-02 08:57:25,815 - Epoch: [16][19100/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.445365 +2023-12-02 08:58:05,983 - Epoch: [16][19200/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445138 +2023-12-02 08:58:52,736 - Epoch: [16][19300/31148] Overall Loss 0.009025 Objective Loss 0.000000 Distill Loss 0.009025 LR 0.000250 Time 0.445253 +2023-12-02 08:59:47,812 - Epoch: [16][19400/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445797 +2023-12-02 09:00:26,534 - Epoch: [16][19500/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445496 +2023-12-02 09:01:12,409 - Epoch: [16][19600/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.445563 +2023-12-02 09:02:05,736 - Epoch: [16][19700/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.446008 +2023-12-02 09:02:53,049 - Epoch: [16][19800/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.446145 +2023-12-02 09:03:44,649 - Epoch: [16][19900/31148] Overall Loss 0.009026 Objective Loss 0.000000 Distill Loss 0.009026 LR 0.000250 Time 0.446495 +2023-12-02 09:04:37,354 - Epoch: [16][20000/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446898 +2023-12-02 09:05:29,038 - Epoch: [16][20100/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.447245 +2023-12-02 09:06:05,260 - Epoch: [16][20200/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446824 +2023-12-02 09:06:51,989 - Epoch: [16][20300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446924 +2023-12-02 09:07:34,810 - Epoch: [16][20400/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446832 +2023-12-02 09:08:18,000 - Epoch: [16][20500/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446759 +2023-12-02 09:08:59,353 - Epoch: [16][20600/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446597 +2023-12-02 09:09:45,957 - Epoch: [16][20700/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446691 +2023-12-02 09:10:38,046 - Epoch: [16][20800/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.447047 +2023-12-02 09:11:23,860 - Epoch: [16][20900/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.447100 +2023-12-02 09:12:09,502 - Epoch: [16][21000/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.447144 +2023-12-02 09:12:44,086 - Epoch: [16][21100/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446664 +2023-12-02 09:13:40,920 - Epoch: [16][21200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447237 +2023-12-02 09:14:29,550 - Epoch: [16][21300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447420 +2023-12-02 09:15:12,895 - Epoch: [16][21400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447355 +2023-12-02 09:15:53,986 - Epoch: [16][21500/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447185 +2023-12-02 09:16:29,324 - Epoch: [16][21600/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446750 +2023-12-02 09:17:13,635 - Epoch: [16][21700/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446733 +2023-12-02 09:17:53,469 - Epoch: [16][21800/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446511 +2023-12-02 09:18:30,347 - Epoch: [16][21900/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446156 +2023-12-02 09:19:12,093 - Epoch: [16][22000/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446025 +2023-12-02 09:19:56,095 - Epoch: [16][22100/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.445997 +2023-12-02 09:20:35,242 - Epoch: [16][22200/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.445752 +2023-12-02 09:21:25,395 - Epoch: [16][22300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446001 +2023-12-02 09:22:11,737 - Epoch: [16][22400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446079 +2023-12-02 09:22:52,123 - Epoch: [16][22500/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.445891 +2023-12-02 09:23:40,798 - Epoch: [16][22600/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446071 +2023-12-02 09:24:28,301 - Epoch: [16][22700/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446199 +2023-12-02 09:25:17,182 - Epoch: [16][22800/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446385 +2023-12-02 09:25:58,732 - Epoch: [16][22900/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446250 +2023-12-02 09:26:48,984 - Epoch: [16][23000/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446494 +2023-12-02 09:27:38,649 - Epoch: [16][23100/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446711 +2023-12-02 09:28:22,925 - Epoch: [16][23200/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446694 +2023-12-02 09:29:02,317 - Epoch: [16][23300/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446467 +2023-12-02 09:29:54,768 - Epoch: [16][23400/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.446800 +2023-12-02 09:30:39,691 - Epoch: [16][23500/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.446810 +2023-12-02 09:31:29,642 - Epoch: [16][23600/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447033 +2023-12-02 09:32:19,047 - Epoch: [16][23700/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447231 +2023-12-02 09:33:16,193 - Epoch: [16][23800/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447753 +2023-12-02 09:34:06,012 - Epoch: [16][23900/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447964 +2023-12-02 09:34:51,642 - Epoch: [16][24000/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.447998 +2023-12-02 09:35:32,475 - Epoch: [16][24100/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.447833 +2023-12-02 09:36:25,188 - Epoch: [16][24200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448161 +2023-12-02 09:37:16,213 - Epoch: [16][24300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448416 +2023-12-02 09:38:01,362 - Epoch: [16][24400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448428 +2023-12-02 09:38:42,807 - Epoch: [16][24500/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448289 +2023-12-02 09:39:29,065 - Epoch: [16][24600/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.448347 +2023-12-02 09:40:19,327 - Epoch: [16][24700/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.448566 +2023-12-02 09:41:05,700 - Epoch: [16][24800/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.448627 +2023-12-02 09:41:46,078 - Epoch: [16][24900/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448447 +2023-12-02 09:42:30,748 - Epoch: [16][25000/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448440 +2023-12-02 09:43:15,780 - Epoch: [16][25100/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448447 +2023-12-02 09:44:12,234 - Epoch: [16][25200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.448907 +2023-12-02 09:45:14,199 - Epoch: [16][25300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449582 +2023-12-02 09:45:56,497 - Epoch: [16][25400/31148] Overall Loss 0.009027 Objective Loss 0.000000 Distill Loss 0.009027 LR 0.000250 Time 0.449477 +2023-12-02 09:46:47,552 - Epoch: [16][25500/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449716 +2023-12-02 09:47:37,666 - Epoch: [16][25600/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449917 +2023-12-02 09:48:31,363 - Epoch: [16][25700/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450255 +2023-12-02 09:49:14,047 - Epoch: [16][25800/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450164 +2023-12-02 09:50:01,571 - Epoch: [16][25900/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450261 +2023-12-02 09:50:38,437 - Epoch: [16][26000/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449946 +2023-12-02 09:51:25,431 - Epoch: [16][26100/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450023 +2023-12-02 09:52:07,895 - Epoch: [16][26200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449926 +2023-12-02 09:52:48,867 - Epoch: [16][26300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449772 +2023-12-02 09:53:24,891 - Epoch: [16][26400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449433 +2023-12-02 09:54:06,281 - Epoch: [16][26500/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449299 +2023-12-02 09:55:01,278 - Epoch: [16][26600/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449677 +2023-12-02 09:55:45,537 - Epoch: [16][26700/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449650 +2023-12-02 09:56:28,370 - Epoch: [16][26800/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449570 +2023-12-02 09:57:18,942 - Epoch: [16][26900/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.449779 +2023-12-02 09:58:10,192 - Epoch: [16][27000/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450011 +2023-12-02 09:58:57,621 - Epoch: [16][27100/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450100 +2023-12-02 09:59:45,842 - Epoch: [16][27200/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450218 +2023-12-02 10:00:34,681 - Epoch: [16][27300/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450357 +2023-12-02 10:01:21,740 - Epoch: [16][27400/31148] Overall Loss 0.009028 Objective Loss 0.000000 Distill Loss 0.009028 LR 0.000250 Time 0.450431 +2023-12-02 10:02:02,039 - Epoch: [16][27500/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450258 +2023-12-02 10:02:46,472 - Epoch: [16][27600/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450236 +2023-12-02 10:03:29,497 - Epoch: [16][27700/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450164 +2023-12-02 10:04:10,756 - Epoch: [16][27800/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450028 +2023-12-02 10:04:51,906 - Epoch: [16][27900/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.449890 +2023-12-02 10:05:39,637 - Epoch: [16][28000/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.449988 +2023-12-02 10:06:29,270 - Epoch: [16][28100/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450152 +2023-12-02 10:07:14,799 - Epoch: [16][28200/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450170 +2023-12-02 10:08:00,834 - Epoch: [16][28300/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450206 +2023-12-02 10:08:46,687 - Epoch: [16][28400/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450235 +2023-12-02 10:09:35,784 - Epoch: [16][28500/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450378 +2023-12-02 10:10:17,443 - Epoch: [16][28600/31148] Overall Loss 0.009029 Objective Loss 0.000000 Distill Loss 0.009029 LR 0.000250 Time 0.450259 +2023-12-02 10:10:57,184 - Epoch: [16][28700/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450075 +2023-12-02 10:11:53,866 - Epoch: [16][28800/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450480 +2023-12-02 10:12:38,589 - Epoch: [16][28900/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450469 +2023-12-02 10:13:23,490 - Epoch: [16][29000/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450463 +2023-12-02 10:14:06,289 - Epoch: [16][29100/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450386 +2023-12-02 10:14:45,879 - Epoch: [16][29200/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450199 +2023-12-02 10:15:33,166 - Epoch: [16][29300/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450276 +2023-12-02 10:16:17,908 - Epoch: [16][29400/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450266 +2023-12-02 10:17:05,119 - Epoch: [16][29500/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450340 +2023-12-02 10:17:46,605 - Epoch: [16][29600/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450220 +2023-12-02 10:18:30,209 - Epoch: [16][29700/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450172 +2023-12-02 10:19:10,523 - Epoch: [16][29800/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.450014 +2023-12-02 10:19:53,587 - Epoch: [16][29900/31148] Overall Loss 0.009030 Objective Loss 0.000000 Distill Loss 0.009030 LR 0.000250 Time 0.449949 +2023-12-02 10:20:35,864 - Epoch: [16][30000/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449858 +2023-12-02 10:21:13,725 - Epoch: [16][30100/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449621 +2023-12-02 10:22:03,004 - Epoch: [16][30200/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449764 +2023-12-02 10:22:51,358 - Epoch: [16][30300/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449875 +2023-12-02 10:23:40,856 - Epoch: [16][30400/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.450023 +2023-12-02 10:24:18,718 - Epoch: [16][30500/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449789 +2023-12-02 10:24:55,891 - Epoch: [16][30600/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449534 +2023-12-02 10:25:47,521 - Epoch: [16][30700/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449751 +2023-12-02 10:26:31,079 - Epoch: [16][30800/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449705 +2023-12-02 10:27:19,657 - Epoch: [16][30900/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449821 +2023-12-02 10:28:10,570 - Epoch: [16][31000/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.450012 +2023-12-02 10:28:53,872 - Epoch: [16][31100/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449957 +2023-12-02 10:29:16,716 - Epoch: [16][31148/31148] Overall Loss 0.009031 Objective Loss 0.000000 Distill Loss 0.009031 LR 0.000250 Time 0.449997 +2023-12-02 10:29:17,739 - --- validate (epoch=16)----------- +2023-12-02 10:29:17,739 - 167951 samples (100 per mini-batch) +2023-12-02 10:29:41,497 - Epoch: [16][ 100/ 1680] Loss 0.000000 Overall Loss 0.009657 +2023-12-02 10:30:01,521 - Epoch: [16][ 200/ 1680] Loss 0.000000 Overall Loss 0.009663 +2023-12-02 10:30:21,438 - Epoch: [16][ 300/ 1680] Loss 0.000000 Overall Loss 0.009689 +2023-12-02 10:30:41,378 - Epoch: [16][ 400/ 1680] Loss 0.000000 Overall Loss 0.009682 +2023-12-02 10:31:01,393 - Epoch: [16][ 500/ 1680] Loss 0.000000 Overall Loss 0.009682 +2023-12-02 10:31:21,445 - Epoch: [16][ 600/ 1680] Loss 0.000000 Overall Loss 0.009677 +2023-12-02 10:31:41,454 - Epoch: [16][ 700/ 1680] Loss 0.000000 Overall Loss 0.009674 +2023-12-02 10:32:01,394 - Epoch: [16][ 800/ 1680] Loss 0.000000 Overall Loss 0.009674 +2023-12-02 10:32:21,371 - Epoch: [16][ 900/ 1680] Loss 0.000000 Overall Loss 0.009672 +2023-12-02 10:32:41,362 - Epoch: [16][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009666 +2023-12-02 10:33:01,376 - Epoch: [16][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009666 +2023-12-02 10:33:21,385 - Epoch: [16][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009659 +2023-12-02 10:33:41,334 - Epoch: [16][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009658 +2023-12-02 10:34:01,341 - Epoch: [16][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009658 +2023-12-02 10:34:21,323 - Epoch: [16][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009662 +2023-12-02 10:34:41,327 - Epoch: [16][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009659 +2023-12-02 10:34:57,279 - Epoch: [16][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009658 +2023-12-02 10:34:57,892 - ==> Overall Loss: 0.010 + +2023-12-02 10:34:57,898 - ==> Best [Overall Loss: 0.009658 on epoch: 16] +2023-12-02 10:34:57,898 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-02 10:34:57,958 - + +2023-12-02 10:34:57,958 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-02 10:36:00,185 - Epoch: [17][ 100/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.622184 +2023-12-02 10:36:38,053 - Epoch: [17][ 200/31148] Overall Loss 0.008917 Objective Loss 0.000000 Distill Loss 0.008917 LR 0.000250 Time 0.500395 +2023-12-02 10:37:17,508 - Epoch: [17][ 300/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.465093 +2023-12-02 10:38:02,451 - Epoch: [17][ 400/31148] Overall Loss 0.008956 Objective Loss 0.000000 Distill Loss 0.008956 LR 0.000250 Time 0.461156 +2023-12-02 10:38:50,371 - Epoch: [17][ 500/31148] Overall Loss 0.008945 Objective Loss 0.000000 Distill Loss 0.008945 LR 0.000250 Time 0.464749 +2023-12-02 10:39:33,783 - Epoch: [17][ 600/31148] Overall Loss 0.008955 Objective Loss 0.000000 Distill Loss 0.008955 LR 0.000250 Time 0.459633 +2023-12-02 10:40:13,016 - Epoch: [17][ 700/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.450007 +2023-12-02 10:40:43,021 - Epoch: [17][ 800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.431256 +2023-12-02 10:41:09,771 - Epoch: [17][ 900/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.413056 +2023-12-02 10:41:37,196 - Epoch: [17][ 1000/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.399170 +2023-12-02 10:42:04,557 - Epoch: [17][ 1100/31148] Overall Loss 0.008997 Objective Loss 0.000000 Distill Loss 0.008997 LR 0.000250 Time 0.387751 +2023-12-02 10:42:32,688 - Epoch: [17][ 1200/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.378877 +2023-12-02 10:43:00,545 - Epoch: [17][ 1300/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.371158 +2023-12-02 10:43:28,467 - Epoch: [17][ 1400/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.364588 +2023-12-02 10:43:56,978 - Epoch: [17][ 1500/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.359286 +2023-12-02 10:44:24,431 - Epoch: [17][ 1600/31148] Overall Loss 0.009000 Objective Loss 0.000000 Distill Loss 0.009000 LR 0.000250 Time 0.353986 +2023-12-02 10:44:52,345 - Epoch: [17][ 1700/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.349581 +2023-12-02 10:45:20,002 - Epoch: [17][ 1800/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.345522 +2023-12-02 10:45:46,826 - Epoch: [17][ 1900/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.341453 +2023-12-02 10:46:20,600 - Epoch: [17][ 2000/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.341265 +2023-12-02 10:47:12,816 - Epoch: [17][ 2100/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.349875 +2023-12-02 10:47:58,897 - Epoch: [17][ 2200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.354914 +2023-12-02 10:48:46,218 - Epoch: [17][ 2300/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.360055 +2023-12-02 10:49:33,835 - Epoch: [17][ 2400/31148] Overall Loss 0.009012 Objective Loss 0.000000 Distill Loss 0.009012 LR 0.000250 Time 0.364889 +2023-12-02 10:50:17,881 - Epoch: [17][ 2500/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.367909 +2023-12-02 10:51:00,660 - Epoch: [17][ 2600/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.370209 +2023-12-02 10:51:44,258 - Epoch: [17][ 2700/31148] Overall Loss 0.009018 Objective Loss 0.000000 Distill Loss 0.009018 LR 0.000250 Time 0.372643 +2023-12-02 10:52:40,839 - Epoch: [17][ 2800/31148] Overall Loss 0.009015 Objective Loss 0.000000 Distill Loss 0.009015 LR 0.000250 Time 0.379539 +2023-12-02 10:53:25,912 - Epoch: [17][ 2900/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.381991 +2023-12-02 10:54:20,456 - Epoch: [17][ 3000/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.387437 +2023-12-02 10:55:10,992 - Epoch: [17][ 3100/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.391238 +2023-12-02 10:55:59,147 - Epoch: [17][ 3200/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.394058 +2023-12-02 10:56:35,270 - Epoch: [17][ 3300/31148] Overall Loss 0.009012 Objective Loss 0.000000 Distill Loss 0.009012 LR 0.000250 Time 0.393061 +2023-12-02 10:57:21,413 - Epoch: [17][ 3400/31148] Overall Loss 0.009012 Objective Loss 0.000000 Distill Loss 0.009012 LR 0.000250 Time 0.395070 +2023-12-02 10:58:05,661 - Epoch: [17][ 3500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.396422 +2023-12-02 10:58:53,477 - Epoch: [17][ 3600/31148] Overall Loss 0.009011 Objective Loss 0.000000 Distill Loss 0.009011 LR 0.000250 Time 0.398690 +2023-12-02 10:59:35,886 - Epoch: [17][ 3700/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.399375 +2023-12-02 11:00:33,164 - Epoch: [17][ 3800/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.403936 +2023-12-02 11:01:19,073 - Epoch: [17][ 3900/31148] Overall Loss 0.009015 Objective Loss 0.000000 Distill Loss 0.009015 LR 0.000250 Time 0.405348 +2023-12-02 11:02:03,740 - Epoch: [17][ 4000/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.406379 +2023-12-02 11:02:44,519 - Epoch: [17][ 4100/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.406412 +2023-12-02 11:03:35,884 - Epoch: [17][ 4200/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.408964 +2023-12-02 11:04:27,052 - Epoch: [17][ 4300/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.411351 +2023-12-02 11:05:13,664 - Epoch: [17][ 4400/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.412594 +2023-12-02 11:05:59,309 - Epoch: [17][ 4500/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.413567 +2023-12-02 11:06:41,183 - Epoch: [17][ 4600/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.413678 +2023-12-02 11:07:29,002 - Epoch: [17][ 4700/31148] Overall Loss 0.009013 Objective Loss 0.000000 Distill Loss 0.009013 LR 0.000250 Time 0.415049 +2023-12-02 11:08:19,375 - Epoch: [17][ 4800/31148] Overall Loss 0.009015 Objective Loss 0.000000 Distill Loss 0.009015 LR 0.000250 Time 0.416895 +2023-12-02 11:09:05,601 - Epoch: [17][ 4900/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.417819 +2023-12-02 11:09:50,131 - Epoch: [17][ 5000/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.418367 +2023-12-02 11:10:24,434 - Epoch: [17][ 5100/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.416888 +2023-12-02 11:11:15,542 - Epoch: [17][ 5200/31148] Overall Loss 0.009015 Objective Loss 0.000000 Distill Loss 0.009015 LR 0.000250 Time 0.418698 +2023-12-02 11:11:53,273 - Epoch: [17][ 5300/31148] Overall Loss 0.009014 Objective Loss 0.000000 Distill Loss 0.009014 LR 0.000250 Time 0.417916 +2023-12-02 11:12:41,527 - Epoch: [17][ 5400/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.419111 +2023-12-02 11:13:30,340 - Epoch: [17][ 5500/31148] Overall Loss 0.009017 Objective Loss 0.000000 Distill Loss 0.009017 LR 0.000250 Time 0.420365 +2023-12-02 11:14:10,462 - Epoch: [17][ 5600/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.420022 +2023-12-02 11:14:58,393 - Epoch: [17][ 5700/31148] Overall Loss 0.009016 Objective Loss 0.000000 Distill Loss 0.009016 LR 0.000250 Time 0.421060 +2023-12-02 11:15:54,607 - Epoch: [17][ 5800/31148] Overall Loss 0.009015 Objective Loss 0.000000 Distill Loss 0.009015 LR 0.000250 Time 0.423492 +2023-12-02 11:16:30,086 - Epoch: [17][ 5900/31148] Overall Loss 0.009013 Objective Loss 0.000000 Distill Loss 0.009013 LR 0.000250 Time 0.422326 +2023-12-02 11:17:15,581 - Epoch: [17][ 6000/31148] Overall Loss 0.009011 Objective Loss 0.000000 Distill Loss 0.009011 LR 0.000250 Time 0.422868 +2023-12-02 11:18:02,640 - Epoch: [17][ 6100/31148] Overall Loss 0.009011 Objective Loss 0.000000 Distill Loss 0.009011 LR 0.000250 Time 0.423650 +2023-12-02 11:18:44,910 - Epoch: [17][ 6200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.423633 +2023-12-02 11:19:34,114 - Epoch: [17][ 6300/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.424718 +2023-12-02 11:20:31,561 - Epoch: [17][ 6400/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.427056 +2023-12-02 11:21:23,143 - Epoch: [17][ 6500/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.428421 +2023-12-02 11:22:29,111 - Epoch: [17][ 6600/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.431924 +2023-12-02 11:23:18,328 - Epoch: [17][ 6700/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.432822 +2023-12-02 11:24:02,095 - Epoch: [17][ 6800/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.432892 +2023-12-02 11:24:45,358 - Epoch: [17][ 6900/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.432887 +2023-12-02 11:25:25,185 - Epoch: [17][ 7000/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.432391 +2023-12-02 11:26:16,124 - Epoch: [17][ 7100/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.433475 +2023-12-02 11:27:04,796 - Epoch: [17][ 7200/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.434213 +2023-12-02 11:27:50,011 - Epoch: [17][ 7300/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.434458 +2023-12-02 11:28:41,971 - Epoch: [17][ 7400/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.435607 +2023-12-02 11:29:26,965 - Epoch: [17][ 7500/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.435797 +2023-12-02 11:30:03,187 - Epoch: [17][ 7600/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.434828 +2023-12-02 11:30:55,100 - Epoch: [17][ 7700/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.435922 +2023-12-02 11:31:43,472 - Epoch: [17][ 7800/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.436534 +2023-12-02 11:32:34,250 - Epoch: [17][ 7900/31148] Overall Loss 0.009002 Objective Loss 0.000000 Distill Loss 0.009002 LR 0.000250 Time 0.437435 +2023-12-02 11:33:21,714 - Epoch: [17][ 8000/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.437899 +2023-12-02 11:34:02,826 - Epoch: [17][ 8100/31148] Overall Loss 0.009002 Objective Loss 0.000000 Distill Loss 0.009002 LR 0.000250 Time 0.437567 +2023-12-02 11:34:58,746 - Epoch: [17][ 8200/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.439050 +2023-12-02 11:35:42,875 - Epoch: [17][ 8300/31148] Overall Loss 0.009002 Objective Loss 0.000000 Distill Loss 0.009002 LR 0.000250 Time 0.439076 +2023-12-02 11:36:25,619 - Epoch: [17][ 8400/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.438936 +2023-12-02 11:37:08,816 - Epoch: [17][ 8500/31148] Overall Loss 0.009002 Objective Loss 0.000000 Distill Loss 0.009002 LR 0.000250 Time 0.438854 +2023-12-02 11:37:57,237 - Epoch: [17][ 8600/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.439380 +2023-12-02 11:38:43,379 - Epoch: [17][ 8700/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.439633 +2023-12-02 11:39:27,815 - Epoch: [17][ 8800/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.439685 +2023-12-02 11:40:30,827 - Epoch: [17][ 8900/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.441824 +2023-12-02 11:41:11,887 - Epoch: [17][ 9000/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.441477 +2023-12-02 11:42:00,998 - Epoch: [17][ 9100/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.442021 +2023-12-02 11:42:34,608 - Epoch: [17][ 9200/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.440869 +2023-12-02 11:43:24,590 - Epoch: [17][ 9300/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.441502 +2023-12-02 11:44:05,361 - Epoch: [17][ 9400/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.441142 +2023-12-02 11:44:42,230 - Epoch: [17][ 9500/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.440378 +2023-12-02 11:45:29,946 - Epoch: [17][ 9600/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.440761 +2023-12-02 11:46:19,296 - Epoch: [17][ 9700/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.441304 +2023-12-02 11:47:09,624 - Epoch: [17][ 9800/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.441935 +2023-12-02 11:47:54,312 - Epoch: [17][ 9900/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.441985 +2023-12-02 11:48:44,572 - Epoch: [17][10000/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.442590 +2023-12-02 11:49:25,458 - Epoch: [17][10100/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.442255 +2023-12-02 11:50:20,501 - Epoch: [17][10200/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.443315 +2023-12-02 11:51:08,662 - Epoch: [17][10300/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.443686 +2023-12-02 11:51:49,424 - Epoch: [17][10400/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.443339 +2023-12-02 11:52:48,532 - Epoch: [17][10500/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.444745 +2023-12-02 11:53:28,126 - Epoch: [17][10600/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.444284 +2023-12-02 11:54:25,924 - Epoch: [17][10700/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.445533 +2023-12-02 11:55:12,337 - Epoch: [17][10800/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.445704 +2023-12-02 11:55:53,967 - Epoch: [17][10900/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.445434 +2023-12-02 11:56:42,194 - Epoch: [17][11000/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.445768 +2023-12-02 11:57:24,045 - Epoch: [17][11100/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.445522 +2023-12-02 11:58:08,560 - Epoch: [17][11200/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.445518 +2023-12-02 11:58:48,586 - Epoch: [17][11300/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.445117 +2023-12-02 11:59:30,801 - Epoch: [17][11400/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.444915 +2023-12-02 12:00:30,577 - Epoch: [17][11500/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.446243 +2023-12-02 12:01:26,974 - Epoch: [17][11600/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.447257 +2023-12-02 12:02:09,406 - Epoch: [17][11700/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.447061 +2023-12-02 12:02:58,333 - Epoch: [17][11800/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447418 +2023-12-02 12:03:43,245 - Epoch: [17][11900/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447431 +2023-12-02 12:04:19,708 - Epoch: [17][12000/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.446741 +2023-12-02 12:05:12,249 - Epoch: [17][12100/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447390 +2023-12-02 12:06:01,696 - Epoch: [17][12200/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447776 +2023-12-02 12:06:46,169 - Epoch: [17][12300/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447750 +2023-12-02 12:07:30,994 - Epoch: [17][12400/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447754 +2023-12-02 12:08:08,303 - Epoch: [17][12500/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447156 +2023-12-02 12:08:49,265 - Epoch: [17][12600/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.446857 +2023-12-02 12:09:37,805 - Epoch: [17][12700/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447160 +2023-12-02 12:10:33,512 - Epoch: [17][12800/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.448018 +2023-12-02 12:11:14,105 - Epoch: [17][12900/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.447691 +2023-12-02 12:11:56,423 - Epoch: [17][13000/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.447502 +2023-12-02 12:12:48,842 - Epoch: [17][13100/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.448087 +2023-12-02 12:13:34,771 - Epoch: [17][13200/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.448171 +2023-12-02 12:14:19,293 - Epoch: [17][13300/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.448148 +2023-12-02 12:15:14,159 - Epoch: [17][13400/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.448898 +2023-12-02 12:15:58,419 - Epoch: [17][13500/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.448851 +2023-12-02 12:16:44,814 - Epoch: [17][13600/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.448961 +2023-12-02 12:17:30,280 - Epoch: [17][13700/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.449002 +2023-12-02 12:18:12,387 - Epoch: [17][13800/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.448799 +2023-12-02 12:19:02,350 - Epoch: [17][13900/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.449165 +2023-12-02 12:19:55,689 - Epoch: [17][14000/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449766 +2023-12-02 12:20:38,319 - Epoch: [17][14100/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449599 +2023-12-02 12:21:19,341 - Epoch: [17][14200/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449321 +2023-12-02 12:22:07,002 - Epoch: [17][14300/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449511 +2023-12-02 12:22:46,342 - Epoch: [17][14400/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.449121 +2023-12-02 12:23:30,893 - Epoch: [17][14500/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449096 +2023-12-02 12:24:10,864 - Epoch: [17][14600/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.448757 +2023-12-02 12:24:56,255 - Epoch: [17][14700/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.448791 +2023-12-02 12:25:46,794 - Epoch: [17][14800/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.449173 +2023-12-02 12:26:31,919 - Epoch: [17][14900/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.449187 +2023-12-02 12:27:14,504 - Epoch: [17][15000/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.449031 +2023-12-02 12:27:59,141 - Epoch: [17][15100/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449013 +2023-12-02 12:28:43,036 - Epoch: [17][15200/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.448946 +2023-12-02 12:29:29,167 - Epoch: [17][15300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449026 +2023-12-02 12:30:18,314 - Epoch: [17][15400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449301 +2023-12-02 12:31:13,141 - Epoch: [17][15500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449939 +2023-12-02 12:31:50,648 - Epoch: [17][15600/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449459 +2023-12-02 12:32:32,852 - Epoch: [17][15700/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449284 +2023-12-02 12:33:09,664 - Epoch: [17][15800/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.448770 +2023-12-02 12:33:57,214 - Epoch: [17][15900/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.448937 +2023-12-02 12:34:45,618 - Epoch: [17][16000/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449156 +2023-12-02 12:35:40,954 - Epoch: [17][16100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449803 +2023-12-02 12:36:33,726 - Epoch: [17][16200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450284 +2023-12-02 12:37:20,725 - Epoch: [17][16300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450404 +2023-12-02 12:38:02,500 - Epoch: [17][16400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450204 +2023-12-02 12:38:57,021 - Epoch: [17][16500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450780 +2023-12-02 12:39:50,875 - Epoch: [17][16600/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451308 +2023-12-02 12:40:41,330 - Epoch: [17][16700/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451626 +2023-12-02 12:41:22,808 - Epoch: [17][16800/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451407 +2023-12-02 12:42:04,860 - Epoch: [17][16900/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451223 +2023-12-02 12:42:50,621 - Epoch: [17][17000/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451260 +2023-12-02 12:43:41,821 - Epoch: [17][17100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451615 +2023-12-02 12:44:27,121 - Epoch: [17][17200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451623 +2023-12-02 12:45:06,844 - Epoch: [17][17300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451308 +2023-12-02 12:45:54,064 - Epoch: [17][17400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451428 +2023-12-02 12:46:43,199 - Epoch: [17][17500/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.451655 +2023-12-02 12:47:27,189 - Epoch: [17][17600/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.451588 +2023-12-02 12:48:07,152 - Epoch: [17][17700/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.451294 +2023-12-02 12:48:46,583 - Epoch: [17][17800/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450974 +2023-12-02 12:49:31,718 - Epoch: [17][17900/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450975 +2023-12-02 12:50:12,068 - Epoch: [17][18000/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450711 +2023-12-02 12:50:59,295 - Epoch: [17][18100/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450830 +2023-12-02 12:51:41,871 - Epoch: [17][18200/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450692 +2023-12-02 12:52:23,790 - Epoch: [17][18300/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.450519 +2023-12-02 12:53:06,625 - Epoch: [17][18400/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450399 +2023-12-02 12:53:47,957 - Epoch: [17][18500/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450198 +2023-12-02 12:54:25,519 - Epoch: [17][18600/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449796 +2023-12-02 12:55:14,001 - Epoch: [17][18700/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449983 +2023-12-02 12:56:01,688 - Epoch: [17][18800/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450126 +2023-12-02 12:56:54,329 - Epoch: [17][18900/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450529 +2023-12-02 12:57:33,584 - Epoch: [17][19000/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450223 +2023-12-02 12:58:17,337 - Epoch: [17][19100/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.450157 +2023-12-02 12:59:04,226 - Epoch: [17][19200/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450254 +2023-12-02 12:59:47,118 - Epoch: [17][19300/31148] Overall Loss 0.009006 Objective Loss 0.000000 Distill Loss 0.009006 LR 0.000250 Time 0.450143 +2023-12-02 13:00:34,846 - Epoch: [17][19400/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450283 +2023-12-02 13:01:25,630 - Epoch: [17][19500/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450577 +2023-12-02 13:02:06,452 - Epoch: [17][19600/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450361 +2023-12-02 13:02:47,152 - Epoch: [17][19700/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450140 +2023-12-02 13:03:39,506 - Epoch: [17][19800/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450511 +2023-12-02 13:04:25,609 - Epoch: [17][19900/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.450563 +2023-12-02 13:05:09,223 - Epoch: [17][20000/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450491 +2023-12-02 13:05:48,622 - Epoch: [17][20100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450209 +2023-12-02 13:06:26,889 - Epoch: [17][20200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449875 +2023-12-02 13:07:01,806 - Epoch: [17][20300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449378 +2023-12-02 13:07:52,908 - Epoch: [17][20400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449680 +2023-12-02 13:08:28,959 - Epoch: [17][20500/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449245 +2023-12-02 13:09:12,686 - Epoch: [17][20600/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449186 +2023-12-02 13:09:59,882 - Epoch: [17][20700/31148] Overall Loss 0.009007 Objective Loss 0.000000 Distill Loss 0.009007 LR 0.000250 Time 0.449296 +2023-12-02 13:10:42,365 - Epoch: [17][20800/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449178 +2023-12-02 13:11:24,816 - Epoch: [17][20900/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449060 +2023-12-02 13:12:09,948 - Epoch: [17][21000/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449070 +2023-12-02 13:12:50,051 - Epoch: [17][21100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.448842 +2023-12-02 13:13:44,824 - Epoch: [17][21200/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449308 +2023-12-02 13:14:32,143 - Epoch: [17][21300/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449420 +2023-12-02 13:15:15,123 - Epoch: [17][21400/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449328 +2023-12-02 13:15:59,026 - Epoch: [17][21500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449280 +2023-12-02 13:16:40,625 - Epoch: [17][21600/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449125 +2023-12-02 13:17:33,398 - Epoch: [17][21700/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449487 +2023-12-02 13:18:16,877 - Epoch: [17][21800/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449419 +2023-12-02 13:18:59,160 - Epoch: [17][21900/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449297 +2023-12-02 13:19:45,200 - Epoch: [17][22000/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449348 +2023-12-02 13:20:26,252 - Epoch: [17][22100/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449172 +2023-12-02 13:21:07,987 - Epoch: [17][22200/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449028 +2023-12-02 13:21:55,678 - Epoch: [17][22300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449153 +2023-12-02 13:22:47,312 - Epoch: [17][22400/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449452 +2023-12-02 13:23:30,677 - Epoch: [17][22500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449382 +2023-12-02 13:24:16,044 - Epoch: [17][22600/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449400 +2023-12-02 13:24:55,881 - Epoch: [17][22700/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449175 +2023-12-02 13:25:50,919 - Epoch: [17][22800/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449619 +2023-12-02 13:26:32,649 - Epoch: [17][22900/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449478 +2023-12-02 13:27:10,244 - Epoch: [17][23000/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449157 +2023-12-02 13:27:58,731 - Epoch: [17][23100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.449312 +2023-12-02 13:28:45,267 - Epoch: [17][23200/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449381 +2023-12-02 13:29:23,180 - Epoch: [17][23300/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449079 +2023-12-02 13:30:12,184 - Epoch: [17][23400/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449254 +2023-12-02 13:30:49,827 - Epoch: [17][23500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.448943 +2023-12-02 13:31:41,235 - Epoch: [17][23600/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449219 +2023-12-02 13:32:35,084 - Epoch: [17][23700/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.449595 +2023-12-02 13:33:33,433 - Epoch: [17][23800/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450158 +2023-12-02 13:34:22,059 - Epoch: [17][23900/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450308 +2023-12-02 13:35:14,818 - Epoch: [17][24000/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450630 +2023-12-02 13:35:53,785 - Epoch: [17][24100/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.450377 +2023-12-02 13:36:39,490 - Epoch: [17][24200/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450404 +2023-12-02 13:37:29,792 - Epoch: [17][24300/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450620 +2023-12-02 13:38:15,123 - Epoch: [17][24400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450631 +2023-12-02 13:39:07,782 - Epoch: [17][24500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450941 +2023-12-02 13:40:01,063 - Epoch: [17][24600/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451273 +2023-12-02 13:40:46,975 - Epoch: [17][24700/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451305 +2023-12-02 13:41:30,721 - Epoch: [17][24800/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451249 +2023-12-02 13:42:11,951 - Epoch: [17][24900/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451092 +2023-12-02 13:43:03,169 - Epoch: [17][25000/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451336 +2023-12-02 13:43:54,269 - Epoch: [17][25100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451574 +2023-12-02 13:44:37,574 - Epoch: [17][25200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451500 +2023-12-02 13:45:28,474 - Epoch: [17][25300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451727 +2023-12-02 13:46:13,774 - Epoch: [17][25400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451731 +2023-12-02 13:46:52,491 - Epoch: [17][25500/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451478 +2023-12-02 13:47:33,484 - Epoch: [17][25600/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451315 +2023-12-02 13:48:10,198 - Epoch: [17][25700/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450988 +2023-12-02 13:48:53,531 - Epoch: [17][25800/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450919 +2023-12-02 13:49:31,920 - Epoch: [17][25900/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450660 +2023-12-02 13:50:15,408 - Epoch: [17][26000/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450599 +2023-12-02 13:51:00,217 - Epoch: [17][26100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450589 +2023-12-02 13:51:45,454 - Epoch: [17][26200/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450595 +2023-12-02 13:52:35,773 - Epoch: [17][26300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450795 +2023-12-02 13:53:20,222 - Epoch: [17][26400/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450771 +2023-12-02 13:53:57,771 - Epoch: [17][26500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450487 +2023-12-02 13:54:37,558 - Epoch: [17][26600/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450289 +2023-12-02 13:55:24,313 - Epoch: [17][26700/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450353 +2023-12-02 13:56:17,488 - Epoch: [17][26800/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450656 +2023-12-02 13:56:58,913 - Epoch: [17][26900/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450521 +2023-12-02 13:57:43,679 - Epoch: [17][27000/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450510 +2023-12-02 13:58:37,019 - Epoch: [17][27100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450816 +2023-12-02 13:59:22,064 - Epoch: [17][27200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450814 +2023-12-02 14:00:10,334 - Epoch: [17][27300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450930 +2023-12-02 14:00:52,722 - Epoch: [17][27400/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450831 +2023-12-02 14:01:41,849 - Epoch: [17][27500/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450978 +2023-12-02 14:02:19,205 - Epoch: [17][27600/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450698 +2023-12-02 14:03:08,264 - Epoch: [17][27700/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450841 +2023-12-02 14:03:55,778 - Epoch: [17][27800/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450928 +2023-12-02 14:04:42,808 - Epoch: [17][27900/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450998 +2023-12-02 14:05:32,639 - Epoch: [17][28000/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451166 +2023-12-02 14:06:13,004 - Epoch: [17][28100/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.450997 +2023-12-02 14:07:05,232 - Epoch: [17][28200/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451249 +2023-12-02 14:07:47,545 - Epoch: [17][28300/31148] Overall Loss 0.009008 Objective Loss 0.000000 Distill Loss 0.009008 LR 0.000250 Time 0.451150 +2023-12-02 14:08:35,049 - Epoch: [17][28400/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451234 +2023-12-02 14:09:12,972 - Epoch: [17][28500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450981 +2023-12-02 14:10:03,630 - Epoch: [17][28600/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451175 +2023-12-02 14:10:53,590 - Epoch: [17][28700/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451343 +2023-12-02 14:11:32,901 - Epoch: [17][28800/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.451141 +2023-12-02 14:12:05,409 - Epoch: [17][28900/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.450705 +2023-12-02 14:12:34,236 - Epoch: [17][29000/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.450144 +2023-12-02 14:13:00,539 - Epoch: [17][29100/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.449501 +2023-12-02 14:13:30,747 - Epoch: [17][29200/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.448996 +2023-12-02 14:13:59,218 - Epoch: [17][29300/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.448435 +2023-12-02 14:14:29,610 - Epoch: [17][29400/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.447944 +2023-12-02 14:14:57,659 - Epoch: [17][29500/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.447376 +2023-12-02 14:15:26,156 - Epoch: [17][29600/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.446827 +2023-12-02 14:15:54,083 - Epoch: [17][29700/31148] Overall Loss 0.009009 Objective Loss 0.000000 Distill Loss 0.009009 LR 0.000250 Time 0.446263 +2023-12-02 14:16:22,484 - Epoch: [17][29800/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.445718 +2023-12-02 14:16:50,312 - Epoch: [17][29900/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.445158 +2023-12-02 14:17:21,473 - Epoch: [17][30000/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.444713 +2023-12-02 14:18:10,562 - Epoch: [17][30100/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.444866 +2023-12-02 14:19:08,070 - Epoch: [17][30200/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.445297 +2023-12-02 14:19:53,861 - Epoch: [17][30300/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.445338 +2023-12-02 14:20:53,318 - Epoch: [17][30400/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.445829 +2023-12-02 14:21:41,320 - Epoch: [17][30500/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.445941 +2023-12-02 14:22:27,893 - Epoch: [17][30600/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.446005 +2023-12-02 14:23:07,495 - Epoch: [17][30700/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.445842 +2023-12-02 14:24:09,426 - Epoch: [17][30800/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.446405 +2023-12-02 14:24:46,370 - Epoch: [17][30900/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.446156 +2023-12-02 14:25:38,307 - Epoch: [17][31000/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.446391 +2023-12-02 14:26:23,760 - Epoch: [17][31100/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.446417 +2023-12-02 14:26:44,842 - Epoch: [17][31148/31148] Overall Loss 0.009010 Objective Loss 0.000000 Distill Loss 0.009010 LR 0.000250 Time 0.446406 +2023-12-02 14:26:46,030 - --- validate (epoch=17)----------- +2023-12-02 14:26:46,030 - 167951 samples (100 per mini-batch) +2023-12-02 14:27:10,473 - Epoch: [17][ 100/ 1680] Loss 0.000000 Overall Loss 0.009636 +2023-12-02 14:27:30,483 - Epoch: [17][ 200/ 1680] Loss 0.000000 Overall Loss 0.009619 +2023-12-02 14:27:50,437 - Epoch: [17][ 300/ 1680] Loss 0.000000 Overall Loss 0.009619 +2023-12-02 14:28:10,404 - Epoch: [17][ 400/ 1680] Loss 0.000000 Overall Loss 0.009613 +2023-12-02 14:28:30,423 - Epoch: [17][ 500/ 1680] Loss 0.000000 Overall Loss 0.009615 +2023-12-02 14:28:50,431 - Epoch: [17][ 600/ 1680] Loss 0.000000 Overall Loss 0.009618 +2023-12-02 14:29:10,422 - Epoch: [17][ 700/ 1680] Loss 0.000000 Overall Loss 0.009621 +2023-12-02 14:29:30,472 - Epoch: [17][ 800/ 1680] Loss 0.000000 Overall Loss 0.009622 +2023-12-02 14:29:50,472 - Epoch: [17][ 900/ 1680] Loss 0.000000 Overall Loss 0.009628 +2023-12-02 14:30:10,470 - Epoch: [17][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009624 +2023-12-02 14:30:30,554 - Epoch: [17][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009624 +2023-12-02 14:30:50,561 - Epoch: [17][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009626 +2023-12-02 14:31:10,554 - Epoch: [17][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009633 +2023-12-02 14:31:30,554 - Epoch: [17][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009635 +2023-12-02 14:31:50,588 - Epoch: [17][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009635 +2023-12-02 14:32:10,582 - Epoch: [17][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009631 +2023-12-02 14:32:26,598 - Epoch: [17][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009635 +2023-12-02 14:32:27,402 - ==> Overall Loss: 0.010 + +2023-12-02 14:32:27,412 - ==> Best [Overall Loss: 0.009635 on epoch: 17] +2023-12-02 14:32:27,412 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-02 14:32:27,474 - + +2023-12-02 14:32:27,474 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-02 14:33:30,178 - Epoch: [18][ 100/31148] Overall Loss 0.008938 Objective Loss 0.000000 Distill Loss 0.008938 LR 0.000250 Time 0.626930 +2023-12-02 14:34:16,474 - Epoch: [18][ 200/31148] Overall Loss 0.008922 Objective Loss 0.000000 Distill Loss 0.008922 LR 0.000250 Time 0.544913 +2023-12-02 14:35:06,383 - Epoch: [18][ 300/31148] Overall Loss 0.008939 Objective Loss 0.000000 Distill Loss 0.008939 LR 0.000250 Time 0.529616 +2023-12-02 14:35:48,819 - Epoch: [18][ 400/31148] Overall Loss 0.008941 Objective Loss 0.000000 Distill Loss 0.008941 LR 0.000250 Time 0.503285 +2023-12-02 14:36:39,063 - Epoch: [18][ 500/31148] Overall Loss 0.008933 Objective Loss 0.000000 Distill Loss 0.008933 LR 0.000250 Time 0.503101 +2023-12-02 14:37:28,842 - Epoch: [18][ 600/31148] Overall Loss 0.008932 Objective Loss 0.000000 Distill Loss 0.008932 LR 0.000250 Time 0.502204 +2023-12-02 14:38:16,212 - Epoch: [18][ 700/31148] Overall Loss 0.008950 Objective Loss 0.000000 Distill Loss 0.008950 LR 0.000250 Time 0.498122 +2023-12-02 14:39:04,471 - Epoch: [18][ 800/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.496170 +2023-12-02 14:39:57,379 - Epoch: [18][ 900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.499819 +2023-12-02 14:40:39,820 - Epoch: [18][ 1000/31148] Overall Loss 0.008967 Objective Loss 0.000000 Distill Loss 0.008967 LR 0.000250 Time 0.492271 +2023-12-02 14:41:30,527 - Epoch: [18][ 1100/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.493610 +2023-12-02 14:42:23,778 - Epoch: [18][ 1200/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.496845 +2023-12-02 14:43:14,468 - Epoch: [18][ 1300/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.497613 +2023-12-02 14:43:58,324 - Epoch: [18][ 1400/31148] Overall Loss 0.008984 Objective Loss 0.000000 Distill Loss 0.008984 LR 0.000250 Time 0.493389 +2023-12-02 14:44:41,876 - Epoch: [18][ 1500/31148] Overall Loss 0.008983 Objective Loss 0.000000 Distill Loss 0.008983 LR 0.000250 Time 0.489526 +2023-12-02 14:45:31,803 - Epoch: [18][ 1600/31148] Overall Loss 0.008984 Objective Loss 0.000000 Distill Loss 0.008984 LR 0.000250 Time 0.490130 +2023-12-02 14:46:11,278 - Epoch: [18][ 1700/31148] Overall Loss 0.008981 Objective Loss 0.000000 Distill Loss 0.008981 LR 0.000250 Time 0.484515 +2023-12-02 14:47:06,901 - Epoch: [18][ 1800/31148] Overall Loss 0.008982 Objective Loss 0.000000 Distill Loss 0.008982 LR 0.000250 Time 0.488495 +2023-12-02 14:47:51,576 - Epoch: [18][ 1900/31148] Overall Loss 0.008980 Objective Loss 0.000000 Distill Loss 0.008980 LR 0.000250 Time 0.486294 +2023-12-02 14:48:25,302 - Epoch: [18][ 2000/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.478838 +2023-12-02 14:49:01,240 - Epoch: [18][ 2100/31148] Overall Loss 0.008980 Objective Loss 0.000000 Distill Loss 0.008980 LR 0.000250 Time 0.473147 +2023-12-02 14:49:36,896 - Epoch: [18][ 2200/31148] Overall Loss 0.008979 Objective Loss 0.000000 Distill Loss 0.008979 LR 0.000250 Time 0.467844 +2023-12-02 14:50:28,810 - Epoch: [18][ 2300/31148] Overall Loss 0.008981 Objective Loss 0.000000 Distill Loss 0.008981 LR 0.000250 Time 0.470071 +2023-12-02 14:51:11,690 - Epoch: [18][ 2400/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.468348 +2023-12-02 14:51:51,309 - Epoch: [18][ 2500/31148] Overall Loss 0.008987 Objective Loss 0.000000 Distill Loss 0.008987 LR 0.000250 Time 0.465459 +2023-12-02 14:52:33,988 - Epoch: [18][ 2600/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.463969 +2023-12-02 14:53:24,889 - Epoch: [18][ 2700/31148] Overall Loss 0.008996 Objective Loss 0.000000 Distill Loss 0.008996 LR 0.000250 Time 0.465635 +2023-12-02 14:54:06,559 - Epoch: [18][ 2800/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.463884 +2023-12-02 14:54:46,509 - Epoch: [18][ 2900/31148] Overall Loss 0.008994 Objective Loss 0.000000 Distill Loss 0.008994 LR 0.000250 Time 0.461661 +2023-12-02 14:55:25,713 - Epoch: [18][ 3000/31148] Overall Loss 0.008994 Objective Loss 0.000000 Distill Loss 0.008994 LR 0.000250 Time 0.459338 +2023-12-02 14:56:11,262 - Epoch: [18][ 3100/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.459212 +2023-12-02 14:57:01,864 - Epoch: [18][ 3200/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.460672 +2023-12-02 14:57:40,388 - Epoch: [18][ 3300/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.458384 +2023-12-02 14:58:25,709 - Epoch: [18][ 3400/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.458229 +2023-12-02 14:59:08,903 - Epoch: [18][ 3500/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.457476 +2023-12-02 14:59:49,431 - Epoch: [18][ 3600/31148] Overall Loss 0.008994 Objective Loss 0.000000 Distill Loss 0.008994 LR 0.000250 Time 0.456025 +2023-12-02 15:00:33,370 - Epoch: [18][ 3700/31148] Overall Loss 0.008996 Objective Loss 0.000000 Distill Loss 0.008996 LR 0.000250 Time 0.455573 +2023-12-02 15:01:17,149 - Epoch: [18][ 3800/31148] Overall Loss 0.008996 Objective Loss 0.000000 Distill Loss 0.008996 LR 0.000250 Time 0.455103 +2023-12-02 15:02:08,074 - Epoch: [18][ 3900/31148] Overall Loss 0.008998 Objective Loss 0.000000 Distill Loss 0.008998 LR 0.000250 Time 0.456489 +2023-12-02 15:02:41,645 - Epoch: [18][ 4000/31148] Overall Loss 0.008998 Objective Loss 0.000000 Distill Loss 0.008998 LR 0.000250 Time 0.453468 +2023-12-02 15:03:26,333 - Epoch: [18][ 4100/31148] Overall Loss 0.008997 Objective Loss 0.000000 Distill Loss 0.008997 LR 0.000250 Time 0.453306 +2023-12-02 15:04:13,544 - Epoch: [18][ 4200/31148] Overall Loss 0.008997 Objective Loss 0.000000 Distill Loss 0.008997 LR 0.000250 Time 0.453751 +2023-12-02 15:05:02,961 - Epoch: [18][ 4300/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.454689 +2023-12-02 15:05:52,307 - Epoch: [18][ 4400/31148] Overall Loss 0.009000 Objective Loss 0.000000 Distill Loss 0.009000 LR 0.000250 Time 0.455569 +2023-12-02 15:06:42,548 - Epoch: [18][ 4500/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.456608 +2023-12-02 15:07:34,898 - Epoch: [18][ 4600/31148] Overall Loss 0.009000 Objective Loss 0.000000 Distill Loss 0.009000 LR 0.000250 Time 0.458061 +2023-12-02 15:08:17,894 - Epoch: [18][ 4700/31148] Overall Loss 0.008999 Objective Loss 0.000000 Distill Loss 0.008999 LR 0.000250 Time 0.457461 +2023-12-02 15:09:01,983 - Epoch: [18][ 4800/31148] Overall Loss 0.009000 Objective Loss 0.000000 Distill Loss 0.009000 LR 0.000250 Time 0.457114 +2023-12-02 15:09:44,891 - Epoch: [18][ 4900/31148] Overall Loss 0.009000 Objective Loss 0.000000 Distill Loss 0.009000 LR 0.000250 Time 0.456541 +2023-12-02 15:10:21,155 - Epoch: [18][ 5000/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.454661 +2023-12-02 15:11:11,943 - Epoch: [18][ 5100/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.455703 +2023-12-02 15:12:00,135 - Epoch: [18][ 5200/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.456206 +2023-12-02 15:12:42,790 - Epoch: [18][ 5300/31148] Overall Loss 0.009002 Objective Loss 0.000000 Distill Loss 0.009002 LR 0.000250 Time 0.455645 +2023-12-02 15:13:22,642 - Epoch: [18][ 5400/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.454586 +2023-12-02 15:14:10,285 - Epoch: [18][ 5500/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.454982 +2023-12-02 15:14:56,594 - Epoch: [18][ 5600/31148] Overall Loss 0.009005 Objective Loss 0.000000 Distill Loss 0.009005 LR 0.000250 Time 0.455125 +2023-12-02 15:16:00,620 - Epoch: [18][ 5700/31148] Overall Loss 0.009004 Objective Loss 0.000000 Distill Loss 0.009004 LR 0.000250 Time 0.458372 +2023-12-02 15:16:39,958 - Epoch: [18][ 5800/31148] Overall Loss 0.009003 Objective Loss 0.000000 Distill Loss 0.009003 LR 0.000250 Time 0.457250 +2023-12-02 15:17:31,639 - Epoch: [18][ 5900/31148] Overall Loss 0.009002 Objective Loss 0.000000 Distill Loss 0.009002 LR 0.000250 Time 0.458258 +2023-12-02 15:18:24,346 - Epoch: [18][ 6000/31148] Overall Loss 0.009000 Objective Loss 0.000000 Distill Loss 0.009000 LR 0.000250 Time 0.459404 +2023-12-02 15:19:14,159 - Epoch: [18][ 6100/31148] Overall Loss 0.009001 Objective Loss 0.000000 Distill Loss 0.009001 LR 0.000250 Time 0.460038 +2023-12-02 15:20:03,360 - Epoch: [18][ 6200/31148] Overall Loss 0.008999 Objective Loss 0.000000 Distill Loss 0.008999 LR 0.000250 Time 0.460552 +2023-12-02 15:20:36,422 - Epoch: [18][ 6300/31148] Overall Loss 0.008998 Objective Loss 0.000000 Distill Loss 0.008998 LR 0.000250 Time 0.458488 +2023-12-02 15:21:29,458 - Epoch: [18][ 6400/31148] Overall Loss 0.008997 Objective Loss 0.000000 Distill Loss 0.008997 LR 0.000250 Time 0.459610 +2023-12-02 15:22:20,904 - Epoch: [18][ 6500/31148] Overall Loss 0.008996 Objective Loss 0.000000 Distill Loss 0.008996 LR 0.000250 Time 0.460453 +2023-12-02 15:23:10,688 - Epoch: [18][ 6600/31148] Overall Loss 0.008994 Objective Loss 0.000000 Distill Loss 0.008994 LR 0.000250 Time 0.461018 +2023-12-02 15:23:51,345 - Epoch: [18][ 6700/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.460204 +2023-12-02 15:24:38,246 - Epoch: [18][ 6800/31148] Overall Loss 0.008994 Objective Loss 0.000000 Distill Loss 0.008994 LR 0.000250 Time 0.460333 +2023-12-02 15:25:21,397 - Epoch: [18][ 6900/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.459914 +2023-12-02 15:25:53,769 - Epoch: [18][ 7000/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.457967 +2023-12-02 15:26:46,193 - Epoch: [18][ 7100/31148] Overall Loss 0.008996 Objective Loss 0.000000 Distill Loss 0.008996 LR 0.000250 Time 0.458900 +2023-12-02 15:27:31,551 - Epoch: [18][ 7200/31148] Overall Loss 0.008996 Objective Loss 0.000000 Distill Loss 0.008996 LR 0.000250 Time 0.458825 +2023-12-02 15:28:17,486 - Epoch: [18][ 7300/31148] Overall Loss 0.008998 Objective Loss 0.000000 Distill Loss 0.008998 LR 0.000250 Time 0.458831 +2023-12-02 15:29:00,762 - Epoch: [18][ 7400/31148] Overall Loss 0.008997 Objective Loss 0.000000 Distill Loss 0.008997 LR 0.000250 Time 0.458478 +2023-12-02 15:29:48,654 - Epoch: [18][ 7500/31148] Overall Loss 0.008998 Objective Loss 0.000000 Distill Loss 0.008998 LR 0.000250 Time 0.458749 +2023-12-02 15:30:37,376 - Epoch: [18][ 7600/31148] Overall Loss 0.008997 Objective Loss 0.000000 Distill Loss 0.008997 LR 0.000250 Time 0.459123 +2023-12-02 15:31:20,800 - Epoch: [18][ 7700/31148] Overall Loss 0.008997 Objective Loss 0.000000 Distill Loss 0.008997 LR 0.000250 Time 0.458799 +2023-12-02 15:32:01,058 - Epoch: [18][ 7800/31148] Overall Loss 0.008995 Objective Loss 0.000000 Distill Loss 0.008995 LR 0.000250 Time 0.458077 +2023-12-02 15:32:38,564 - Epoch: [18][ 7900/31148] Overall Loss 0.008994 Objective Loss 0.000000 Distill Loss 0.008994 LR 0.000250 Time 0.457025 +2023-12-02 15:33:18,051 - Epoch: [18][ 8000/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.456247 +2023-12-02 15:34:00,246 - Epoch: [18][ 8100/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.455823 +2023-12-02 15:34:35,554 - Epoch: [18][ 8200/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.454569 +2023-12-02 15:35:28,078 - Epoch: [18][ 8300/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.455420 +2023-12-02 15:36:10,664 - Epoch: [18][ 8400/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.455067 +2023-12-02 15:36:55,016 - Epoch: [18][ 8500/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.454930 +2023-12-02 15:37:38,429 - Epoch: [18][ 8600/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.454688 +2023-12-02 15:38:34,526 - Epoch: [18][ 8700/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.455908 +2023-12-02 15:39:16,102 - Epoch: [18][ 8800/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.455451 +2023-12-02 15:39:59,520 - Epoch: [18][ 8900/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.455211 +2023-12-02 15:40:36,860 - Epoch: [18][ 9000/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.454302 +2023-12-02 15:41:21,307 - Epoch: [18][ 9100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454193 +2023-12-02 15:42:03,558 - Epoch: [18][ 9200/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.453848 +2023-12-02 15:42:50,924 - Epoch: [18][ 9300/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.454060 +2023-12-02 15:43:37,668 - Epoch: [18][ 9400/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.454201 +2023-12-02 15:44:24,218 - Epoch: [18][ 9500/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.454319 +2023-12-02 15:45:13,563 - Epoch: [18][ 9600/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.454726 +2023-12-02 15:46:00,349 - Epoch: [18][ 9700/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.454861 +2023-12-02 15:46:39,357 - Epoch: [18][ 9800/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.454199 +2023-12-02 15:47:17,285 - Epoch: [18][ 9900/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.453441 +2023-12-02 15:48:02,145 - Epoch: [18][10000/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453392 +2023-12-02 15:48:42,360 - Epoch: [18][10100/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.452884 +2023-12-02 15:49:20,994 - Epoch: [18][10200/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.452231 +2023-12-02 15:49:59,774 - Epoch: [18][10300/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.451605 +2023-12-02 15:50:42,839 - Epoch: [18][10400/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.451403 +2023-12-02 15:51:38,860 - Epoch: [18][10500/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.452438 +2023-12-02 15:52:29,747 - Epoch: [18][10600/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.452970 +2023-12-02 15:53:27,493 - Epoch: [18][10700/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454133 +2023-12-02 15:54:18,770 - Epoch: [18][10800/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454675 +2023-12-02 15:55:12,291 - Epoch: [18][10900/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455413 +2023-12-02 15:55:59,666 - Epoch: [18][11000/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455579 +2023-12-02 15:56:51,091 - Epoch: [18][11100/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.456107 +2023-12-02 15:57:40,256 - Epoch: [18][11200/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.456424 +2023-12-02 15:58:26,105 - Epoch: [18][11300/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.456441 +2023-12-02 15:59:18,498 - Epoch: [18][11400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.457033 +2023-12-02 16:00:11,607 - Epoch: [18][11500/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.457676 +2023-12-02 16:00:51,444 - Epoch: [18][11600/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.457164 +2023-12-02 16:01:44,139 - Epoch: [18][11700/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.457760 +2023-12-02 16:02:29,876 - Epoch: [18][11800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.457756 +2023-12-02 16:03:11,538 - Epoch: [18][11900/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.457410 +2023-12-02 16:03:55,009 - Epoch: [18][12000/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.457220 +2023-12-02 16:04:39,980 - Epoch: [18][12100/31148] Overall Loss 0.008987 Objective Loss 0.000000 Distill Loss 0.008987 LR 0.000250 Time 0.457157 +2023-12-02 16:05:25,554 - Epoch: [18][12200/31148] Overall Loss 0.008987 Objective Loss 0.000000 Distill Loss 0.008987 LR 0.000250 Time 0.457145 +2023-12-02 16:06:02,065 - Epoch: [18][12300/31148] Overall Loss 0.008987 Objective Loss 0.000000 Distill Loss 0.008987 LR 0.000250 Time 0.456396 +2023-12-02 16:06:51,624 - Epoch: [18][12400/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.456712 +2023-12-02 16:07:29,251 - Epoch: [18][12500/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.456068 +2023-12-02 16:08:17,896 - Epoch: [18][12600/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.456308 +2023-12-02 16:09:05,965 - Epoch: [18][12700/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.456500 +2023-12-02 16:09:58,641 - Epoch: [18][12800/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.457048 +2023-12-02 16:10:51,251 - Epoch: [18][12900/31148] Overall Loss 0.008986 Objective Loss 0.000000 Distill Loss 0.008986 LR 0.000250 Time 0.457583 +2023-12-02 16:11:29,812 - Epoch: [18][13000/31148] Overall Loss 0.008987 Objective Loss 0.000000 Distill Loss 0.008987 LR 0.000250 Time 0.457028 +2023-12-02 16:12:17,182 - Epoch: [18][13100/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.457155 +2023-12-02 16:13:05,037 - Epoch: [18][13200/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.457317 +2023-12-02 16:13:48,476 - Epoch: [18][13300/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.457144 +2023-12-02 16:14:39,425 - Epoch: [18][13400/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.457534 +2023-12-02 16:15:42,948 - Epoch: [18][13500/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.458850 +2023-12-02 16:16:28,419 - Epoch: [18][13600/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.458819 +2023-12-02 16:17:14,650 - Epoch: [18][13700/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.458844 +2023-12-02 16:18:02,003 - Epoch: [18][13800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.458949 +2023-12-02 16:18:44,745 - Epoch: [18][13900/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.458722 +2023-12-02 16:19:23,943 - Epoch: [18][14000/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.458245 +2023-12-02 16:20:06,854 - Epoch: [18][14100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.458038 +2023-12-02 16:21:01,488 - Epoch: [18][14200/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.458659 +2023-12-02 16:21:45,032 - Epoch: [18][14300/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.458496 +2023-12-02 16:22:28,835 - Epoch: [18][14400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.458354 +2023-12-02 16:23:15,579 - Epoch: [18][14500/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.458416 +2023-12-02 16:23:59,953 - Epoch: [18][14600/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.458315 +2023-12-02 16:24:38,599 - Epoch: [18][14700/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.457825 +2023-12-02 16:25:28,476 - Epoch: [18][14800/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.458101 +2023-12-02 16:26:16,436 - Epoch: [18][14900/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.458245 +2023-12-02 16:26:59,850 - Epoch: [18][15000/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.458084 +2023-12-02 16:27:41,169 - Epoch: [18][15100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.457786 +2023-12-02 16:28:20,123 - Epoch: [18][15200/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.457337 +2023-12-02 16:29:09,128 - Epoch: [18][15300/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.457550 +2023-12-02 16:29:59,763 - Epoch: [18][15400/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.457867 +2023-12-02 16:31:00,632 - Epoch: [18][15500/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.458839 +2023-12-02 16:31:39,158 - Epoch: [18][15600/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.458367 +2023-12-02 16:32:22,856 - Epoch: [18][15700/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.458230 +2023-12-02 16:33:09,348 - Epoch: [18][15800/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.458272 +2023-12-02 16:33:52,431 - Epoch: [18][15900/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.458098 +2023-12-02 16:34:34,943 - Epoch: [18][16000/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.457892 +2023-12-02 16:35:19,325 - Epoch: [18][16100/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.457804 +2023-12-02 16:35:58,601 - Epoch: [18][16200/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.457402 +2023-12-02 16:36:34,678 - Epoch: [18][16300/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.456809 +2023-12-02 16:37:21,935 - Epoch: [18][16400/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.456904 +2023-12-02 16:38:07,308 - Epoch: [18][16500/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.456885 +2023-12-02 16:38:46,288 - Epoch: [18][16600/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.456480 +2023-12-02 16:39:22,412 - Epoch: [18][16700/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.455909 +2023-12-02 16:40:03,633 - Epoch: [18][16800/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.455649 +2023-12-02 16:40:38,258 - Epoch: [18][16900/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.455001 +2023-12-02 16:41:22,462 - Epoch: [18][17000/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454925 +2023-12-02 16:42:04,566 - Epoch: [18][17100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454726 +2023-12-02 16:42:49,286 - Epoch: [18][17200/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454682 +2023-12-02 16:43:36,940 - Epoch: [18][17300/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454808 +2023-12-02 16:44:24,335 - Epoch: [18][17400/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454917 +2023-12-02 16:45:13,080 - Epoch: [18][17500/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.455103 +2023-12-02 16:45:52,589 - Epoch: [18][17600/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454761 +2023-12-02 16:46:38,122 - Epoch: [18][17700/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.454764 +2023-12-02 16:47:37,471 - Epoch: [18][17800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455543 +2023-12-02 16:48:20,049 - Epoch: [18][17900/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455377 +2023-12-02 16:49:08,063 - Epoch: [18][18000/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455514 +2023-12-02 16:49:57,271 - Epoch: [18][18100/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455715 +2023-12-02 16:50:40,022 - Epoch: [18][18200/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455560 +2023-12-02 16:51:22,803 - Epoch: [18][18300/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455408 +2023-12-02 16:52:18,511 - Epoch: [18][18400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455960 +2023-12-02 16:52:56,260 - Epoch: [18][18500/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455536 +2023-12-02 16:53:43,814 - Epoch: [18][18600/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455643 +2023-12-02 16:54:24,922 - Epoch: [18][18700/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455404 +2023-12-02 16:55:09,606 - Epoch: [18][18800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455358 +2023-12-02 16:55:50,481 - Epoch: [18][18900/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455111 +2023-12-02 16:56:36,245 - Epoch: [18][19000/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.455124 +2023-12-02 16:57:20,971 - Epoch: [18][19100/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.455083 +2023-12-02 16:58:03,224 - Epoch: [18][19200/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454913 +2023-12-02 16:58:44,864 - Epoch: [18][19300/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.454713 +2023-12-02 16:59:27,398 - Epoch: [18][19400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454561 +2023-12-02 17:00:13,592 - Epoch: [18][19500/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454598 +2023-12-02 17:00:55,457 - Epoch: [18][19600/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454415 +2023-12-02 17:01:46,488 - Epoch: [18][19700/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454698 +2023-12-02 17:02:27,475 - Epoch: [18][19800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454471 +2023-12-02 17:03:11,259 - Epoch: [18][19900/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.454387 +2023-12-02 17:03:56,663 - Epoch: [18][20000/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454385 +2023-12-02 17:04:46,172 - Epoch: [18][20100/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454587 +2023-12-02 17:05:33,871 - Epoch: [18][20200/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454698 +2023-12-02 17:06:12,523 - Epoch: [18][20300/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.454362 +2023-12-02 17:07:02,521 - Epoch: [18][20400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454585 +2023-12-02 17:07:48,642 - Epoch: [18][20500/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454617 +2023-12-02 17:08:39,663 - Epoch: [18][20600/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454886 +2023-12-02 17:09:15,782 - Epoch: [18][20700/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454433 +2023-12-02 17:10:03,889 - Epoch: [18][20800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454561 +2023-12-02 17:10:48,157 - Epoch: [18][20900/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454503 +2023-12-02 17:11:26,719 - Epoch: [18][21000/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454175 +2023-12-02 17:12:06,791 - Epoch: [18][21100/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453921 +2023-12-02 17:12:55,504 - Epoch: [18][21200/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454078 +2023-12-02 17:13:41,425 - Epoch: [18][21300/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454101 +2023-12-02 17:14:23,645 - Epoch: [18][21400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453952 +2023-12-02 17:15:02,154 - Epoch: [18][21500/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453631 +2023-12-02 17:15:44,516 - Epoch: [18][21600/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.453492 +2023-12-02 17:16:29,727 - Epoch: [18][21700/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453485 +2023-12-02 17:17:16,297 - Epoch: [18][21800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453541 +2023-12-02 17:18:08,372 - Epoch: [18][21900/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453848 +2023-12-02 17:18:55,555 - Epoch: [18][22000/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453929 +2023-12-02 17:19:42,665 - Epoch: [18][22100/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454006 +2023-12-02 17:20:29,074 - Epoch: [18][22200/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454052 +2023-12-02 17:21:14,401 - Epoch: [18][22300/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454048 +2023-12-02 17:22:02,629 - Epoch: [18][22400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454174 +2023-12-02 17:22:44,375 - Epoch: [18][22500/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.454010 +2023-12-02 17:23:28,663 - Epoch: [18][22600/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453960 +2023-12-02 17:24:04,837 - Epoch: [18][22700/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.453554 +2023-12-02 17:24:47,100 - Epoch: [18][22800/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453418 +2023-12-02 17:25:41,424 - Epoch: [18][22900/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.453810 +2023-12-02 17:26:31,847 - Epoch: [18][23000/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.454029 +2023-12-02 17:27:08,779 - Epoch: [18][23100/31148] Overall Loss 0.008988 Objective Loss 0.000000 Distill Loss 0.008988 LR 0.000250 Time 0.453662 +2023-12-02 17:27:54,567 - Epoch: [18][23200/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453680 +2023-12-02 17:28:36,611 - Epoch: [18][23300/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453537 +2023-12-02 17:29:26,168 - Epoch: [18][23400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453716 +2023-12-02 17:30:12,137 - Epoch: [18][23500/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.453741 +2023-12-02 17:30:59,568 - Epoch: [18][23600/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453828 +2023-12-02 17:31:40,375 - Epoch: [18][23700/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453635 +2023-12-02 17:32:16,987 - Epoch: [18][23800/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453267 +2023-12-02 17:33:06,416 - Epoch: [18][23900/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453438 +2023-12-02 17:33:46,289 - Epoch: [18][24000/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453210 +2023-12-02 17:34:35,808 - Epoch: [18][24100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453384 +2023-12-02 17:35:24,455 - Epoch: [18][24200/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453520 +2023-12-02 17:36:04,139 - Epoch: [18][24300/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453287 +2023-12-02 17:36:46,833 - Epoch: [18][24400/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453178 +2023-12-02 17:37:33,763 - Epoch: [18][24500/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.453244 +2023-12-02 17:38:09,308 - Epoch: [18][24600/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.452846 +2023-12-02 17:38:51,523 - Epoch: [18][24700/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.452721 +2023-12-02 17:39:24,815 - Epoch: [18][24800/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.452238 +2023-12-02 17:40:11,843 - Epoch: [18][24900/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.452310 +2023-12-02 17:40:52,897 - Epoch: [18][25000/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.452143 +2023-12-02 17:41:34,707 - Epoch: [18][25100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.452007 +2023-12-02 17:42:16,052 - Epoch: [18][25200/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.451854 +2023-12-02 17:42:51,310 - Epoch: [18][25300/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.451461 +2023-12-02 17:43:22,665 - Epoch: [18][25400/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.450918 +2023-12-02 17:43:52,361 - Epoch: [18][25500/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.450314 +2023-12-02 17:44:19,933 - Epoch: [18][25600/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.449632 +2023-12-02 17:44:47,215 - Epoch: [18][25700/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.448944 +2023-12-02 17:45:14,777 - Epoch: [18][25800/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.448272 +2023-12-02 17:45:44,241 - Epoch: [18][25900/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.447678 +2023-12-02 17:46:11,367 - Epoch: [18][26000/31148] Overall Loss 0.008989 Objective Loss 0.000000 Distill Loss 0.008989 LR 0.000250 Time 0.447000 +2023-12-02 17:46:40,140 - Epoch: [18][26100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.446389 +2023-12-02 17:47:08,739 - Epoch: [18][26200/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.445777 +2023-12-02 17:47:37,683 - Epoch: [18][26300/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.445182 +2023-12-02 17:48:05,206 - Epoch: [18][26400/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.444538 +2023-12-02 17:48:43,500 - Epoch: [18][26500/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.444306 +2023-12-02 17:49:52,019 - Epoch: [18][26600/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.445211 +2023-12-02 17:50:36,573 - Epoch: [18][26700/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.445212 +2023-12-02 17:51:26,202 - Epoch: [18][26800/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.445402 +2023-12-02 17:52:24,582 - Epoch: [18][26900/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.445916 +2023-12-02 17:53:21,808 - Epoch: [18][27000/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.446384 +2023-12-02 17:54:05,837 - Epoch: [18][27100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.446361 +2023-12-02 17:54:51,917 - Epoch: [18][27200/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.446414 +2023-12-02 17:55:38,382 - Epoch: [18][27300/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.446481 +2023-12-02 17:56:36,300 - Epoch: [18][27400/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.446965 +2023-12-02 17:57:27,515 - Epoch: [18][27500/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.447201 +2023-12-02 17:58:22,328 - Epoch: [18][27600/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.447567 +2023-12-02 17:59:15,755 - Epoch: [18][27700/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.447880 +2023-12-02 18:00:03,399 - Epoch: [18][27800/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.447982 +2023-12-02 18:00:47,962 - Epoch: [18][27900/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.447973 +2023-12-02 18:01:31,647 - Epoch: [18][28000/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.447933 +2023-12-02 18:02:32,498 - Epoch: [18][28100/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.448505 +2023-12-02 18:03:07,735 - Epoch: [18][28200/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.448163 +2023-12-02 18:03:58,466 - Epoch: [18][28300/31148] Overall Loss 0.008990 Objective Loss 0.000000 Distill Loss 0.008990 LR 0.000250 Time 0.448372 +2023-12-02 18:04:40,133 - Epoch: [18][28400/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.448260 +2023-12-02 18:05:32,267 - Epoch: [18][28500/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.448516 +2023-12-02 18:06:19,542 - Epoch: [18][28600/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.448601 +2023-12-02 18:07:19,041 - Epoch: [18][28700/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449111 +2023-12-02 18:08:03,259 - Epoch: [18][28800/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449086 +2023-12-02 18:08:42,574 - Epoch: [18][28900/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.448892 +2023-12-02 18:09:36,018 - Epoch: [18][29000/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449187 +2023-12-02 18:10:19,432 - Epoch: [18][29100/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449135 +2023-12-02 18:11:09,760 - Epoch: [18][29200/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449320 +2023-12-02 18:11:54,062 - Epoch: [18][29300/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449299 +2023-12-02 18:12:38,179 - Epoch: [18][29400/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449271 +2023-12-02 18:13:26,457 - Epoch: [18][29500/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449384 +2023-12-02 18:14:09,544 - Epoch: [18][29600/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449321 +2023-12-02 18:15:07,755 - Epoch: [18][29700/31148] Overall Loss 0.008991 Objective Loss 0.000000 Distill Loss 0.008991 LR 0.000250 Time 0.449768 +2023-12-02 18:16:13,034 - Epoch: [18][29800/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.450449 +2023-12-02 18:16:53,053 - Epoch: [18][29900/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.450281 +2023-12-02 18:17:35,423 - Epoch: [18][30000/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.450192 +2023-12-02 18:18:22,722 - Epoch: [18][30100/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.450267 +2023-12-02 18:19:35,349 - Epoch: [18][30200/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.451181 +2023-12-02 18:20:27,268 - Epoch: [18][30300/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.451405 +2023-12-02 18:21:19,301 - Epoch: [18][30400/31148] Overall Loss 0.008992 Objective Loss 0.000000 Distill Loss 0.008992 LR 0.000250 Time 0.451632 +2023-12-02 18:22:06,842 - Epoch: [18][30500/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.451710 +2023-12-02 18:22:53,649 - Epoch: [18][30600/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.451763 +2023-12-02 18:23:33,752 - Epoch: [18][30700/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.451597 +2023-12-02 18:24:34,110 - Epoch: [18][30800/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.452090 +2023-12-02 18:25:23,915 - Epoch: [18][30900/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.452239 +2023-12-02 18:26:15,320 - Epoch: [18][31000/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.452438 +2023-12-02 18:27:00,644 - Epoch: [18][31100/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.452440 +2023-12-02 18:27:27,260 - Epoch: [18][31148/31148] Overall Loss 0.008993 Objective Loss 0.000000 Distill Loss 0.008993 LR 0.000250 Time 0.452598 +2023-12-02 18:27:28,300 - --- validate (epoch=18)----------- +2023-12-02 18:27:28,301 - 167951 samples (100 per mini-batch) +2023-12-02 18:27:51,516 - Epoch: [18][ 100/ 1680] Loss 0.000000 Overall Loss 0.009636 +2023-12-02 18:28:11,466 - Epoch: [18][ 200/ 1680] Loss 0.000000 Overall Loss 0.009612 +2023-12-02 18:28:31,409 - Epoch: [18][ 300/ 1680] Loss 0.000000 Overall Loss 0.009604 +2023-12-02 18:28:51,383 - Epoch: [18][ 400/ 1680] Loss 0.000000 Overall Loss 0.009595 +2023-12-02 18:29:11,360 - Epoch: [18][ 500/ 1680] Loss 0.000000 Overall Loss 0.009598 +2023-12-02 18:29:31,397 - Epoch: [18][ 600/ 1680] Loss 0.000000 Overall Loss 0.009603 +2023-12-02 18:29:51,361 - Epoch: [18][ 700/ 1680] Loss 0.000000 Overall Loss 0.009607 +2023-12-02 18:30:11,346 - Epoch: [18][ 800/ 1680] Loss 0.000000 Overall Loss 0.009606 +2023-12-02 18:30:31,323 - Epoch: [18][ 900/ 1680] Loss 0.000000 Overall Loss 0.009608 +2023-12-02 18:30:51,313 - Epoch: [18][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009603 +2023-12-02 18:31:11,288 - Epoch: [18][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009603 +2023-12-02 18:31:31,264 - Epoch: [18][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009609 +2023-12-02 18:31:51,210 - Epoch: [18][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009610 +2023-12-02 18:32:11,168 - Epoch: [18][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009613 +2023-12-02 18:32:31,125 - Epoch: [18][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009613 +2023-12-02 18:32:51,069 - Epoch: [18][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009614 +2023-12-02 18:33:07,115 - Epoch: [18][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009611 +2023-12-02 18:33:07,627 - ==> Overall Loss: 0.010 + +2023-12-02 18:33:07,635 - ==> Best [Overall Loss: 0.009611 on epoch: 18] +2023-12-02 18:33:07,635 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-02 18:33:07,725 - + +2023-12-02 18:33:07,726 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-02 18:34:24,524 - Epoch: [19][ 100/31148] Overall Loss 0.008919 Objective Loss 0.000000 Distill Loss 0.008919 LR 0.000250 Time 0.767879 +2023-12-02 18:35:05,893 - Epoch: [19][ 200/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000250 Time 0.590746 +2023-12-02 18:35:50,240 - Epoch: [19][ 300/31148] Overall Loss 0.008930 Objective Loss 0.000000 Distill Loss 0.008930 LR 0.000250 Time 0.541629 +2023-12-02 18:36:34,947 - Epoch: [19][ 400/31148] Overall Loss 0.008934 Objective Loss 0.000000 Distill Loss 0.008934 LR 0.000250 Time 0.517972 +2023-12-02 18:37:13,392 - Epoch: [19][ 500/31148] Overall Loss 0.008927 Objective Loss 0.000000 Distill Loss 0.008927 LR 0.000250 Time 0.491252 +2023-12-02 18:38:01,591 - Epoch: [19][ 600/31148] Overall Loss 0.008932 Objective Loss 0.000000 Distill Loss 0.008932 LR 0.000250 Time 0.489697 +2023-12-02 18:38:48,155 - Epoch: [19][ 700/31148] Overall Loss 0.008944 Objective Loss 0.000000 Distill Loss 0.008944 LR 0.000250 Time 0.486248 +2023-12-02 18:39:41,286 - Epoch: [19][ 800/31148] Overall Loss 0.008950 Objective Loss 0.000000 Distill Loss 0.008950 LR 0.000250 Time 0.491873 +2023-12-02 18:40:16,150 - Epoch: [19][ 900/31148] Overall Loss 0.008941 Objective Loss 0.000000 Distill Loss 0.008941 LR 0.000250 Time 0.475948 +2023-12-02 18:40:51,880 - Epoch: [19][ 1000/31148] Overall Loss 0.008943 Objective Loss 0.000000 Distill Loss 0.008943 LR 0.000250 Time 0.464077 +2023-12-02 18:41:31,432 - Epoch: [19][ 1100/31148] Overall Loss 0.008939 Objective Loss 0.000000 Distill Loss 0.008939 LR 0.000250 Time 0.457836 +2023-12-02 18:42:20,432 - Epoch: [19][ 1200/31148] Overall Loss 0.008941 Objective Loss 0.000000 Distill Loss 0.008941 LR 0.000250 Time 0.460510 +2023-12-02 18:42:57,468 - Epoch: [19][ 1300/31148] Overall Loss 0.008941 Objective Loss 0.000000 Distill Loss 0.008941 LR 0.000250 Time 0.453570 +2023-12-02 18:43:40,031 - Epoch: [19][ 1400/31148] Overall Loss 0.008942 Objective Loss 0.000000 Distill Loss 0.008942 LR 0.000250 Time 0.451569 +2023-12-02 18:44:22,911 - Epoch: [19][ 1500/31148] Overall Loss 0.008940 Objective Loss 0.000000 Distill Loss 0.008940 LR 0.000250 Time 0.450046 +2023-12-02 18:45:13,724 - Epoch: [19][ 1600/31148] Overall Loss 0.008942 Objective Loss 0.000000 Distill Loss 0.008942 LR 0.000250 Time 0.453672 +2023-12-02 18:46:00,588 - Epoch: [19][ 1700/31148] Overall Loss 0.008944 Objective Loss 0.000000 Distill Loss 0.008944 LR 0.000250 Time 0.454548 +2023-12-02 18:46:48,975 - Epoch: [19][ 1800/31148] Overall Loss 0.008948 Objective Loss 0.000000 Distill Loss 0.008948 LR 0.000250 Time 0.456172 +2023-12-02 18:47:29,129 - Epoch: [19][ 1900/31148] Overall Loss 0.008951 Objective Loss 0.000000 Distill Loss 0.008951 LR 0.000250 Time 0.453293 +2023-12-02 18:48:11,292 - Epoch: [19][ 2000/31148] Overall Loss 0.008955 Objective Loss 0.000000 Distill Loss 0.008955 LR 0.000250 Time 0.451706 +2023-12-02 18:49:06,518 - Epoch: [19][ 2100/31148] Overall Loss 0.008958 Objective Loss 0.000000 Distill Loss 0.008958 LR 0.000250 Time 0.456491 +2023-12-02 18:49:56,260 - Epoch: [19][ 2200/31148] Overall Loss 0.008957 Objective Loss 0.000000 Distill Loss 0.008957 LR 0.000250 Time 0.458347 +2023-12-02 18:50:40,303 - Epoch: [19][ 2300/31148] Overall Loss 0.008966 Objective Loss 0.000000 Distill Loss 0.008966 LR 0.000250 Time 0.457565 +2023-12-02 18:51:22,387 - Epoch: [19][ 2400/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.456031 +2023-12-02 18:52:12,438 - Epoch: [19][ 2500/31148] Overall Loss 0.008966 Objective Loss 0.000000 Distill Loss 0.008966 LR 0.000250 Time 0.457807 +2023-12-02 18:52:50,175 - Epoch: [19][ 2600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.454711 +2023-12-02 18:53:30,852 - Epoch: [19][ 2700/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.452932 +2023-12-02 18:54:21,856 - Epoch: [19][ 2800/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.454969 +2023-12-02 18:55:06,133 - Epoch: [19][ 2900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.454546 +2023-12-02 18:56:02,087 - Epoch: [19][ 3000/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.458043 +2023-12-02 18:56:58,634 - Epoch: [19][ 3100/31148] Overall Loss 0.008967 Objective Loss 0.000000 Distill Loss 0.008967 LR 0.000250 Time 0.461506 +2023-12-02 18:57:46,858 - Epoch: [19][ 3200/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.462151 +2023-12-02 18:58:23,069 - Epoch: [19][ 3300/31148] Overall Loss 0.008965 Objective Loss 0.000000 Distill Loss 0.008965 LR 0.000250 Time 0.459118 +2023-12-02 18:59:10,262 - Epoch: [19][ 3400/31148] Overall Loss 0.008966 Objective Loss 0.000000 Distill Loss 0.008966 LR 0.000250 Time 0.459492 +2023-12-02 18:59:47,241 - Epoch: [19][ 3500/31148] Overall Loss 0.008963 Objective Loss 0.000000 Distill Loss 0.008963 LR 0.000250 Time 0.456927 +2023-12-02 19:00:30,638 - Epoch: [19][ 3600/31148] Overall Loss 0.008967 Objective Loss 0.000000 Distill Loss 0.008967 LR 0.000250 Time 0.456288 +2023-12-02 19:01:23,004 - Epoch: [19][ 3700/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.458106 +2023-12-02 19:02:09,443 - Epoch: [19][ 3800/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.458269 +2023-12-02 19:03:04,155 - Epoch: [19][ 3900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.460546 +2023-12-02 19:03:50,012 - Epoch: [19][ 4000/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.460494 +2023-12-02 19:04:43,168 - Epoch: [19][ 4100/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.462226 +2023-12-02 19:05:20,023 - Epoch: [19][ 4200/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.459994 +2023-12-02 19:05:59,282 - Epoch: [19][ 4300/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.458424 +2023-12-02 19:06:36,125 - Epoch: [19][ 4400/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.456378 +2023-12-02 19:07:21,896 - Epoch: [19][ 4500/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.456406 +2023-12-02 19:08:01,984 - Epoch: [19][ 4600/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.455197 +2023-12-02 19:08:47,286 - Epoch: [19][ 4700/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.455149 +2023-12-02 19:09:27,711 - Epoch: [19][ 4800/31148] Overall Loss 0.008978 Objective Loss 0.000000 Distill Loss 0.008978 LR 0.000250 Time 0.454087 +2023-12-02 19:10:08,190 - Epoch: [19][ 4900/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.453079 +2023-12-02 19:11:01,937 - Epoch: [19][ 5000/31148] Overall Loss 0.008979 Objective Loss 0.000000 Distill Loss 0.008979 LR 0.000250 Time 0.454765 +2023-12-02 19:11:45,302 - Epoch: [19][ 5100/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.454350 +2023-12-02 19:12:35,932 - Epoch: [19][ 5200/31148] Overall Loss 0.008979 Objective Loss 0.000000 Distill Loss 0.008979 LR 0.000250 Time 0.455348 +2023-12-02 19:13:29,177 - Epoch: [19][ 5300/31148] Overall Loss 0.008978 Objective Loss 0.000000 Distill Loss 0.008978 LR 0.000250 Time 0.456801 +2023-12-02 19:14:12,151 - Epoch: [19][ 5400/31148] Overall Loss 0.008980 Objective Loss 0.000000 Distill Loss 0.008980 LR 0.000250 Time 0.456298 +2023-12-02 19:14:56,534 - Epoch: [19][ 5500/31148] Overall Loss 0.008981 Objective Loss 0.000000 Distill Loss 0.008981 LR 0.000250 Time 0.456071 +2023-12-02 19:15:37,129 - Epoch: [19][ 5600/31148] Overall Loss 0.008981 Objective Loss 0.000000 Distill Loss 0.008981 LR 0.000250 Time 0.455174 +2023-12-02 19:16:16,239 - Epoch: [19][ 5700/31148] Overall Loss 0.008979 Objective Loss 0.000000 Distill Loss 0.008979 LR 0.000250 Time 0.454049 +2023-12-02 19:17:05,878 - Epoch: [19][ 5800/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.454777 +2023-12-02 19:17:47,999 - Epoch: [19][ 5900/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454207 +2023-12-02 19:18:31,679 - Epoch: [19][ 6000/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.453916 +2023-12-02 19:19:05,356 - Epoch: [19][ 6100/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.451994 +2023-12-02 19:19:44,133 - Epoch: [19][ 6200/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.450957 +2023-12-02 19:20:30,973 - Epoch: [19][ 6300/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451233 +2023-12-02 19:21:08,206 - Epoch: [19][ 6400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.449999 +2023-12-02 19:21:53,788 - Epoch: [19][ 6500/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450087 +2023-12-02 19:22:41,272 - Epoch: [19][ 6600/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450461 +2023-12-02 19:23:21,453 - Epoch: [19][ 6700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.449734 +2023-12-02 19:24:06,544 - Epoch: [19][ 6800/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.449749 +2023-12-02 19:24:53,648 - Epoch: [19][ 6900/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450056 +2023-12-02 19:25:37,200 - Epoch: [19][ 7000/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.449848 +2023-12-02 19:26:25,755 - Epoch: [19][ 7100/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450350 +2023-12-02 19:27:10,943 - Epoch: [19][ 7200/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450370 +2023-12-02 19:27:57,415 - Epoch: [19][ 7300/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450565 +2023-12-02 19:28:39,491 - Epoch: [19][ 7400/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450162 +2023-12-02 19:29:21,752 - Epoch: [19][ 7500/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449793 +2023-12-02 19:30:03,841 - Epoch: [19][ 7600/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449412 +2023-12-02 19:30:42,683 - Epoch: [19][ 7700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.448619 +2023-12-02 19:31:42,300 - Epoch: [19][ 7800/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.450510 +2023-12-02 19:32:33,564 - Epoch: [19][ 7900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.451295 +2023-12-02 19:33:18,184 - Epoch: [19][ 8000/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.451230 +2023-12-02 19:34:02,774 - Epoch: [19][ 8100/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.451163 +2023-12-02 19:34:57,619 - Epoch: [19][ 8200/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.452349 +2023-12-02 19:35:39,621 - Epoch: [19][ 8300/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.451959 +2023-12-02 19:36:21,664 - Epoch: [19][ 8400/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.451582 +2023-12-02 19:37:14,285 - Epoch: [19][ 8500/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452460 +2023-12-02 19:38:01,264 - Epoch: [19][ 8600/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.452660 +2023-12-02 19:38:43,884 - Epoch: [19][ 8700/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452355 +2023-12-02 19:39:32,991 - Epoch: [19][ 8800/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.452794 +2023-12-02 19:40:17,568 - Epoch: [19][ 8900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452715 +2023-12-02 19:41:09,254 - Epoch: [19][ 9000/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.453426 +2023-12-02 19:42:06,598 - Epoch: [19][ 9100/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.454745 +2023-12-02 19:42:50,046 - Epoch: [19][ 9200/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.454523 +2023-12-02 19:43:28,689 - Epoch: [19][ 9300/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.453790 +2023-12-02 19:44:12,456 - Epoch: [19][ 9400/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.453618 +2023-12-02 19:44:55,180 - Epoch: [19][ 9500/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453340 +2023-12-02 19:45:42,353 - Epoch: [19][ 9600/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453530 +2023-12-02 19:46:24,946 - Epoch: [19][ 9700/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.453245 +2023-12-02 19:47:09,051 - Epoch: [19][ 9800/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.453120 +2023-12-02 19:47:53,471 - Epoch: [19][ 9900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.453029 +2023-12-02 19:48:40,555 - Epoch: [19][10000/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453206 +2023-12-02 19:49:26,250 - Epoch: [19][10100/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.453243 +2023-12-02 19:50:06,973 - Epoch: [19][10200/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.452791 +2023-12-02 19:50:53,632 - Epoch: [19][10300/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452924 +2023-12-02 19:51:37,193 - Epoch: [19][10400/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452757 +2023-12-02 19:52:27,357 - Epoch: [19][10500/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453222 +2023-12-02 19:53:16,051 - Epoch: [19][10600/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.453539 +2023-12-02 19:53:58,479 - Epoch: [19][10700/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453265 +2023-12-02 19:54:38,220 - Epoch: [19][10800/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452747 +2023-12-02 19:55:21,381 - Epoch: [19][10900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452552 +2023-12-02 19:56:04,191 - Epoch: [19][11000/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452330 +2023-12-02 19:56:54,930 - Epoch: [19][11100/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452825 +2023-12-02 19:57:35,272 - Epoch: [19][11200/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.452383 +2023-12-02 19:58:21,800 - Epoch: [19][11300/31148] Overall Loss 0.008968 Objective Loss 0.000000 Distill Loss 0.008968 LR 0.000250 Time 0.452497 +2023-12-02 19:59:10,739 - Epoch: [19][11400/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452820 +2023-12-02 19:59:59,841 - Epoch: [19][11500/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453151 +2023-12-02 20:00:43,503 - Epoch: [19][11600/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453008 +2023-12-02 20:01:35,769 - Epoch: [19][11700/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453603 +2023-12-02 20:02:21,128 - Epoch: [19][11800/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453602 +2023-12-02 20:03:08,030 - Epoch: [19][11900/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453731 +2023-12-02 20:03:48,103 - Epoch: [19][12000/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453289 +2023-12-02 20:04:30,609 - Epoch: [19][12100/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.453055 +2023-12-02 20:05:10,508 - Epoch: [19][12200/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452611 +2023-12-02 20:05:57,984 - Epoch: [19][12300/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452791 +2023-12-02 20:06:40,573 - Epoch: [19][12400/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452573 +2023-12-02 20:07:19,509 - Epoch: [19][12500/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452067 +2023-12-02 20:08:07,973 - Epoch: [19][12600/31148] Overall Loss 0.008969 Objective Loss 0.000000 Distill Loss 0.008969 LR 0.000250 Time 0.452325 +2023-12-02 20:08:59,517 - Epoch: [19][12700/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452821 +2023-12-02 20:09:40,619 - Epoch: [19][12800/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452494 +2023-12-02 20:10:27,317 - Epoch: [19][12900/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.452606 +2023-12-02 20:11:18,394 - Epoch: [19][13000/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.453053 +2023-12-02 20:11:54,841 - Epoch: [19][13100/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.452376 +2023-12-02 20:12:49,548 - Epoch: [19][13200/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.453093 +2023-12-02 20:13:34,458 - Epoch: [19][13300/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.453062 +2023-12-02 20:14:15,839 - Epoch: [19][13400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.452769 +2023-12-02 20:14:54,380 - Epoch: [19][13500/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.452269 +2023-12-02 20:15:29,956 - Epoch: [19][13600/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.451559 +2023-12-02 20:16:13,533 - Epoch: [19][13700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451443 +2023-12-02 20:17:04,926 - Epoch: [19][13800/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451895 +2023-12-02 20:17:46,326 - Epoch: [19][13900/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451622 +2023-12-02 20:18:30,446 - Epoch: [19][14000/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451547 +2023-12-02 20:19:13,234 - Epoch: [19][14100/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.451379 +2023-12-02 20:19:57,594 - Epoch: [19][14200/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.451324 +2023-12-02 20:20:43,783 - Epoch: [19][14300/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451397 +2023-12-02 20:21:26,145 - Epoch: [19][14400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451204 +2023-12-02 20:22:12,928 - Epoch: [19][14500/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451318 +2023-12-02 20:22:51,461 - Epoch: [19][14600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450865 +2023-12-02 20:23:33,097 - Epoch: [19][14700/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450630 +2023-12-02 20:24:19,786 - Epoch: [19][14800/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450740 +2023-12-02 20:25:07,991 - Epoch: [19][14900/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450949 +2023-12-02 20:25:47,958 - Epoch: [19][15000/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450607 +2023-12-02 20:26:32,609 - Epoch: [19][15100/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450579 +2023-12-02 20:27:17,346 - Epoch: [19][15200/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450558 +2023-12-02 20:27:57,747 - Epoch: [19][15300/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450253 +2023-12-02 20:28:44,845 - Epoch: [19][15400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450387 +2023-12-02 20:29:27,859 - Epoch: [19][15500/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450256 +2023-12-02 20:30:09,049 - Epoch: [19][15600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450010 +2023-12-02 20:31:01,449 - Epoch: [19][15700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450480 +2023-12-02 20:31:47,368 - Epoch: [19][15800/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450535 +2023-12-02 20:32:29,862 - Epoch: [19][15900/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450374 +2023-12-02 20:33:15,168 - Epoch: [19][16000/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450390 +2023-12-02 20:33:59,704 - Epoch: [19][16100/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450358 +2023-12-02 20:34:38,575 - Epoch: [19][16200/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.449977 +2023-12-02 20:35:23,724 - Epoch: [19][16300/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.449986 +2023-12-02 20:36:10,289 - Epoch: [19][16400/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450081 +2023-12-02 20:36:54,130 - Epoch: [19][16500/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450010 +2023-12-02 20:37:41,366 - Epoch: [19][16600/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450144 +2023-12-02 20:38:25,571 - Epoch: [19][16700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450095 +2023-12-02 20:39:12,143 - Epoch: [19][16800/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450188 +2023-12-02 20:39:59,145 - Epoch: [19][16900/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450305 +2023-12-02 20:40:41,809 - Epoch: [19][17000/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450165 +2023-12-02 20:41:38,247 - Epoch: [19][17100/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450833 +2023-12-02 20:42:29,599 - Epoch: [19][17200/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451197 +2023-12-02 20:43:05,739 - Epoch: [19][17300/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450677 +2023-12-02 20:43:54,590 - Epoch: [19][17400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450894 +2023-12-02 20:44:32,250 - Epoch: [19][17500/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450469 +2023-12-02 20:45:17,792 - Epoch: [19][17600/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450497 +2023-12-02 20:46:01,274 - Epoch: [19][17700/31148] Overall Loss 0.008970 Objective Loss 0.000000 Distill Loss 0.008970 LR 0.000250 Time 0.450408 +2023-12-02 20:46:43,923 - Epoch: [19][17800/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450273 +2023-12-02 20:47:29,664 - Epoch: [19][17900/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450313 +2023-12-02 20:48:14,264 - Epoch: [19][18000/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450288 +2023-12-02 20:49:07,772 - Epoch: [19][18100/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450756 +2023-12-02 20:49:57,792 - Epoch: [19][18200/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.451028 +2023-12-02 20:50:34,866 - Epoch: [19][18300/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450589 +2023-12-02 20:51:26,758 - Epoch: [19][18400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450960 +2023-12-02 20:52:12,317 - Epoch: [19][18500/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450984 +2023-12-02 20:53:01,273 - Epoch: [19][18600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451191 +2023-12-02 20:53:37,386 - Epoch: [19][18700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450709 +2023-12-02 20:54:22,380 - Epoch: [19][18800/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450705 +2023-12-02 20:55:08,995 - Epoch: [19][18900/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.450786 +2023-12-02 20:56:01,665 - Epoch: [19][19000/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.451185 +2023-12-02 20:56:45,565 - Epoch: [19][19100/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.451121 +2023-12-02 20:57:43,788 - Epoch: [19][19200/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.451804 +2023-12-02 20:58:29,036 - Epoch: [19][19300/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.451807 +2023-12-02 20:59:10,077 - Epoch: [19][19400/31148] Overall Loss 0.008971 Objective Loss 0.000000 Distill Loss 0.008971 LR 0.000250 Time 0.451593 +2023-12-02 20:59:53,875 - Epoch: [19][19500/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451523 +2023-12-02 21:00:33,855 - Epoch: [19][19600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451259 +2023-12-02 21:01:14,215 - Epoch: [19][19700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451016 +2023-12-02 21:01:59,572 - Epoch: [19][19800/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451029 +2023-12-02 21:02:41,680 - Epoch: [19][19900/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450878 +2023-12-02 21:03:23,145 - Epoch: [19][20000/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450697 +2023-12-02 21:04:09,973 - Epoch: [19][20100/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.450784 +2023-12-02 21:05:01,652 - Epoch: [19][20200/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451110 +2023-12-02 21:05:48,226 - Epoch: [19][20300/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.451182 +2023-12-02 21:06:30,973 - Epoch: [19][20400/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.451065 +2023-12-02 21:07:12,086 - Epoch: [19][20500/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450870 +2023-12-02 21:08:02,650 - Epoch: [19][20600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451136 +2023-12-02 21:08:54,062 - Epoch: [19][20700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451440 +2023-12-02 21:09:38,248 - Epoch: [19][20800/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451393 +2023-12-02 21:10:27,900 - Epoch: [19][20900/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451609 +2023-12-02 21:11:08,433 - Epoch: [19][21000/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.451388 +2023-12-02 21:11:39,905 - Epoch: [19][21100/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.450740 +2023-12-02 21:12:08,301 - Epoch: [19][21200/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.449953 +2023-12-02 21:12:38,296 - Epoch: [19][21300/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.449249 +2023-12-02 21:13:06,302 - Epoch: [19][21400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.448458 +2023-12-02 21:13:34,914 - Epoch: [19][21500/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.447703 +2023-12-02 21:14:02,560 - Epoch: [19][21600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.446910 +2023-12-02 21:14:32,453 - Epoch: [19][21700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.446227 +2023-12-02 21:15:02,828 - Epoch: [19][21800/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.445574 +2023-12-02 21:15:31,194 - Epoch: [19][21900/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.444834 +2023-12-02 21:15:58,909 - Epoch: [19][22000/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.444072 +2023-12-02 21:16:27,301 - Epoch: [19][22100/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.443347 +2023-12-02 21:16:58,439 - Epoch: [19][22200/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.442752 +2023-12-02 21:17:41,666 - Epoch: [19][22300/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.442705 +2023-12-02 21:18:17,186 - Epoch: [19][22400/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.442314 +2023-12-02 21:19:03,477 - Epoch: [19][22500/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.442405 +2023-12-02 21:19:56,206 - Epoch: [19][22600/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.442780 +2023-12-02 21:20:50,937 - Epoch: [19][22700/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.443240 +2023-12-02 21:21:31,534 - Epoch: [19][22800/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.443077 +2023-12-02 21:22:18,175 - Epoch: [19][22900/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.443178 +2023-12-02 21:23:03,340 - Epoch: [19][23000/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.443215 +2023-12-02 21:23:55,658 - Epoch: [19][23100/31148] Overall Loss 0.008972 Objective Loss 0.000000 Distill Loss 0.008972 LR 0.000250 Time 0.443561 +2023-12-02 21:24:48,396 - Epoch: [19][23200/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.443921 +2023-12-02 21:25:32,494 - Epoch: [19][23300/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.443909 +2023-12-02 21:26:14,311 - Epoch: [19][23400/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.443798 +2023-12-02 21:27:03,139 - Epoch: [19][23500/31148] Overall Loss 0.008973 Objective Loss 0.000000 Distill Loss 0.008973 LR 0.000250 Time 0.443987 +2023-12-02 21:27:51,613 - Epoch: [19][23600/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444160 +2023-12-02 21:28:38,723 - Epoch: [19][23700/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444273 +2023-12-02 21:29:30,448 - Epoch: [19][23800/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444579 +2023-12-02 21:30:13,908 - Epoch: [19][23900/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444537 +2023-12-02 21:31:05,919 - Epoch: [19][24000/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444852 +2023-12-02 21:31:52,572 - Epoch: [19][24100/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444941 +2023-12-02 21:32:36,808 - Epoch: [19][24200/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444930 +2023-12-02 21:33:20,556 - Epoch: [19][24300/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.444899 +2023-12-02 21:34:25,056 - Epoch: [19][24400/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.445719 +2023-12-02 21:35:23,306 - Epoch: [19][24500/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.446277 +2023-12-02 21:36:16,895 - Epoch: [19][24600/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.446641 +2023-12-02 21:37:12,902 - Epoch: [19][24700/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.447100 +2023-12-02 21:37:50,681 - Epoch: [19][24800/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.446820 +2023-12-02 21:38:40,329 - Epoch: [19][24900/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.447020 +2023-12-02 21:39:29,568 - Epoch: [19][25000/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.447201 +2023-12-02 21:40:23,153 - Epoch: [19][25100/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.447554 +2023-12-02 21:41:32,733 - Epoch: [19][25200/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.448538 +2023-12-02 21:42:39,903 - Epoch: [19][25300/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449420 +2023-12-02 21:43:24,402 - Epoch: [19][25400/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449402 +2023-12-02 21:44:01,486 - Epoch: [19][25500/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449094 +2023-12-02 21:44:46,564 - Epoch: [19][25600/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449100 +2023-12-02 21:45:32,086 - Epoch: [19][25700/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449124 +2023-12-02 21:46:16,262 - Epoch: [19][25800/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449095 +2023-12-02 21:47:04,128 - Epoch: [19][25900/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.449209 +2023-12-02 21:47:54,047 - Epoch: [19][26000/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449401 +2023-12-02 21:48:52,402 - Epoch: [19][26100/31148] Overall Loss 0.008974 Objective Loss 0.000000 Distill Loss 0.008974 LR 0.000250 Time 0.449915 +2023-12-02 21:49:40,286 - Epoch: [19][26200/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450025 +2023-12-02 21:50:27,412 - Epoch: [19][26300/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450105 +2023-12-02 21:51:08,246 - Epoch: [19][26400/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.449947 +2023-12-02 21:52:06,038 - Epoch: [19][26500/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450429 +2023-12-02 21:52:56,694 - Epoch: [19][26600/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450640 +2023-12-02 21:53:48,179 - Epoch: [19][26700/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450880 +2023-12-02 21:54:33,088 - Epoch: [19][26800/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450873 +2023-12-02 21:55:19,401 - Epoch: [19][26900/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450919 +2023-12-02 21:56:07,461 - Epoch: [19][27000/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.451028 +2023-12-02 21:56:54,409 - Epoch: [19][27100/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.451096 +2023-12-02 21:57:35,892 - Epoch: [19][27200/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450963 +2023-12-02 21:58:12,500 - Epoch: [19][27300/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450651 +2023-12-02 21:58:59,074 - Epoch: [19][27400/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450706 +2023-12-02 21:59:50,748 - Epoch: [19][27500/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.450946 +2023-12-02 22:00:38,246 - Epoch: [19][27600/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.451033 +2023-12-02 22:01:21,104 - Epoch: [19][27700/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.450952 +2023-12-02 22:02:06,960 - Epoch: [19][27800/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.450979 +2023-12-02 22:03:01,802 - Epoch: [19][27900/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.451328 +2023-12-02 22:04:01,202 - Epoch: [19][28000/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.451837 +2023-12-02 22:04:41,240 - Epoch: [19][28100/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.451653 +2023-12-02 22:05:25,596 - Epoch: [19][28200/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.451625 +2023-12-02 22:06:17,523 - Epoch: [19][28300/31148] Overall Loss 0.008975 Objective Loss 0.000000 Distill Loss 0.008975 LR 0.000250 Time 0.451863 +2023-12-02 22:06:59,217 - Epoch: [19][28400/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.451740 +2023-12-02 22:08:06,149 - Epoch: [19][28500/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.452503 +2023-12-02 22:08:59,289 - Epoch: [19][28600/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.452779 +2023-12-02 22:09:43,105 - Epoch: [19][28700/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.452728 +2023-12-02 22:10:39,458 - Epoch: [19][28800/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453112 +2023-12-02 22:11:21,699 - Epoch: [19][28900/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453006 +2023-12-02 22:12:16,326 - Epoch: [19][29000/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453327 +2023-12-02 22:12:56,184 - Epoch: [19][29100/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453139 +2023-12-02 22:13:42,362 - Epoch: [19][29200/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453168 +2023-12-02 22:14:32,562 - Epoch: [19][29300/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453334 +2023-12-02 22:15:11,296 - Epoch: [19][29400/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453110 +2023-12-02 22:16:01,731 - Epoch: [19][29500/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453283 +2023-12-02 22:16:54,906 - Epoch: [19][29600/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453548 +2023-12-02 22:17:37,019 - Epoch: [19][29700/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453439 +2023-12-02 22:18:33,813 - Epoch: [19][29800/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453823 +2023-12-02 22:19:19,587 - Epoch: [19][29900/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453835 +2023-12-02 22:20:07,370 - Epoch: [19][30000/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.453915 +2023-12-02 22:21:00,742 - Epoch: [19][30100/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454180 +2023-12-02 22:21:47,769 - Epoch: [19][30200/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.454233 +2023-12-02 22:22:37,104 - Epoch: [19][30300/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.454362 +2023-12-02 22:23:27,069 - Epoch: [19][30400/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.454511 +2023-12-02 22:24:13,722 - Epoch: [19][30500/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.454550 +2023-12-02 22:24:56,443 - Epoch: [19][30600/31148] Overall Loss 0.008977 Objective Loss 0.000000 Distill Loss 0.008977 LR 0.000250 Time 0.454460 +2023-12-02 22:25:42,748 - Epoch: [19][30700/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454488 +2023-12-02 22:26:26,482 - Epoch: [19][30800/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454432 +2023-12-02 22:27:09,666 - Epoch: [19][30900/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454359 +2023-12-02 22:27:57,472 - Epoch: [19][31000/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454435 +2023-12-02 22:28:42,668 - Epoch: [19][31100/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454427 +2023-12-02 22:29:03,099 - Epoch: [19][31148/31148] Overall Loss 0.008976 Objective Loss 0.000000 Distill Loss 0.008976 LR 0.000250 Time 0.454382 +2023-12-02 22:29:03,998 - --- validate (epoch=19)----------- +2023-12-02 22:29:03,998 - 167951 samples (100 per mini-batch) +2023-12-02 22:29:27,394 - Epoch: [19][ 100/ 1680] Loss 0.000000 Overall Loss 0.009691 +2023-12-02 22:29:47,340 - Epoch: [19][ 200/ 1680] Loss 0.000000 Overall Loss 0.009651 +2023-12-02 22:30:07,298 - Epoch: [19][ 300/ 1680] Loss 0.000000 Overall Loss 0.009643 +2023-12-02 22:30:27,307 - Epoch: [19][ 400/ 1680] Loss 0.000000 Overall Loss 0.009644 +2023-12-02 22:30:47,308 - Epoch: [19][ 500/ 1680] Loss 0.000000 Overall Loss 0.009655 +2023-12-02 22:31:07,299 - Epoch: [19][ 600/ 1680] Loss 0.000000 Overall Loss 0.009657 +2023-12-02 22:31:27,305 - Epoch: [19][ 700/ 1680] Loss 0.000000 Overall Loss 0.009650 +2023-12-02 22:31:47,232 - Epoch: [19][ 800/ 1680] Loss 0.000000 Overall Loss 0.009653 +2023-12-02 22:32:07,158 - Epoch: [19][ 900/ 1680] Loss 0.000000 Overall Loss 0.009651 +2023-12-02 22:32:27,135 - Epoch: [19][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009645 +2023-12-02 22:32:47,087 - Epoch: [19][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009647 +2023-12-02 22:33:07,048 - Epoch: [19][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009645 +2023-12-02 22:33:26,980 - Epoch: [19][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009646 +2023-12-02 22:33:46,962 - Epoch: [19][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009645 +2023-12-02 22:34:06,951 - Epoch: [19][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009643 +2023-12-02 22:34:26,871 - Epoch: [19][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009644 +2023-12-02 22:34:42,843 - Epoch: [19][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009647 +2023-12-02 22:34:43,406 - ==> Overall Loss: 0.010 + +2023-12-02 22:34:43,411 - ==> Best [Overall Loss: 0.009611 on epoch: 18] +2023-12-02 22:34:43,411 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-02 22:34:43,455 - + +2023-12-02 22:34:43,455 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-02 22:35:59,982 - Epoch: [20][ 100/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.765153 +2023-12-02 22:36:37,475 - Epoch: [20][ 200/31148] Overall Loss 0.008802 Objective Loss 0.000000 Distill Loss 0.008802 LR 0.000125 Time 0.570004 +2023-12-02 22:37:18,198 - Epoch: [20][ 300/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.515722 +2023-12-02 22:38:05,191 - Epoch: [20][ 400/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.504256 +2023-12-02 22:38:49,815 - Epoch: [20][ 500/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.492638 +2023-12-02 22:39:38,743 - Epoch: [20][ 600/31148] Overall Loss 0.008865 Objective Loss 0.000000 Distill Loss 0.008865 LR 0.000125 Time 0.492068 +2023-12-02 22:40:36,451 - Epoch: [20][ 700/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.504201 +2023-12-02 22:41:19,376 - Epoch: [20][ 800/31148] Overall Loss 0.008886 Objective Loss 0.000000 Distill Loss 0.008886 LR 0.000125 Time 0.494824 +2023-12-02 22:42:18,423 - Epoch: [20][ 900/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.505443 +2023-12-02 22:43:02,765 - Epoch: [20][ 1000/31148] Overall Loss 0.008872 Objective Loss 0.000000 Distill Loss 0.008872 LR 0.000125 Time 0.499233 +2023-12-02 22:43:55,390 - Epoch: [20][ 1100/31148] Overall Loss 0.008868 Objective Loss 0.000000 Distill Loss 0.008868 LR 0.000125 Time 0.501682 +2023-12-02 22:44:42,376 - Epoch: [20][ 1200/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.499024 +2023-12-02 22:45:29,986 - Epoch: [20][ 1300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.497255 +2023-12-02 22:46:22,695 - Epoch: [20][ 1400/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.499380 +2023-12-02 22:47:05,822 - Epoch: [20][ 1500/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.494835 +2023-12-02 22:47:55,387 - Epoch: [20][ 1600/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.494880 +2023-12-02 22:48:53,224 - Epoch: [20][ 1700/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.499787 +2023-12-02 22:49:32,673 - Epoch: [20][ 1800/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.493933 +2023-12-02 22:50:12,804 - Epoch: [20][ 1900/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.489054 +2023-12-02 22:50:55,921 - Epoch: [20][ 2000/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.486156 +2023-12-02 22:51:43,450 - Epoch: [20][ 2100/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.485635 +2023-12-02 22:52:29,264 - Epoch: [20][ 2200/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.484381 +2023-12-02 22:53:22,850 - Epoch: [20][ 2300/31148] Overall Loss 0.008865 Objective Loss 0.000000 Distill Loss 0.008865 LR 0.000125 Time 0.486617 +2023-12-02 22:54:04,504 - Epoch: [20][ 2400/31148] Overall Loss 0.008869 Objective Loss 0.000000 Distill Loss 0.008869 LR 0.000125 Time 0.483693 +2023-12-02 22:54:52,150 - Epoch: [20][ 2500/31148] Overall Loss 0.008868 Objective Loss 0.000000 Distill Loss 0.008868 LR 0.000125 Time 0.483401 +2023-12-02 22:55:29,817 - Epoch: [20][ 2600/31148] Overall Loss 0.008872 Objective Loss 0.000000 Distill Loss 0.008872 LR 0.000125 Time 0.479293 +2023-12-02 22:56:18,727 - Epoch: [20][ 2700/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.479654 +2023-12-02 22:57:08,146 - Epoch: [20][ 2800/31148] Overall Loss 0.008873 Objective Loss 0.000000 Distill Loss 0.008873 LR 0.000125 Time 0.480171 +2023-12-02 22:58:00,275 - Epoch: [20][ 2900/31148] Overall Loss 0.008871 Objective Loss 0.000000 Distill Loss 0.008871 LR 0.000125 Time 0.481586 +2023-12-02 22:58:47,718 - Epoch: [20][ 3000/31148] Overall Loss 0.008872 Objective Loss 0.000000 Distill Loss 0.008872 LR 0.000125 Time 0.481345 +2023-12-02 22:59:24,537 - Epoch: [20][ 3100/31148] Overall Loss 0.008870 Objective Loss 0.000000 Distill Loss 0.008870 LR 0.000125 Time 0.477692 +2023-12-02 23:00:02,604 - Epoch: [20][ 3200/31148] Overall Loss 0.008873 Objective Loss 0.000000 Distill Loss 0.008873 LR 0.000125 Time 0.474658 +2023-12-02 23:00:48,728 - Epoch: [20][ 3300/31148] Overall Loss 0.008870 Objective Loss 0.000000 Distill Loss 0.008870 LR 0.000125 Time 0.474249 +2023-12-02 23:01:32,602 - Epoch: [20][ 3400/31148] Overall Loss 0.008871 Objective Loss 0.000000 Distill Loss 0.008871 LR 0.000125 Time 0.473202 +2023-12-02 23:02:23,426 - Epoch: [20][ 3500/31148] Overall Loss 0.008869 Objective Loss 0.000000 Distill Loss 0.008869 LR 0.000125 Time 0.474201 +2023-12-02 23:03:10,999 - Epoch: [20][ 3600/31148] Overall Loss 0.008874 Objective Loss 0.000000 Distill Loss 0.008874 LR 0.000125 Time 0.474242 +2023-12-02 23:03:54,730 - Epoch: [20][ 3700/31148] Overall Loss 0.008873 Objective Loss 0.000000 Distill Loss 0.008873 LR 0.000125 Time 0.473241 +2023-12-02 23:04:34,963 - Epoch: [20][ 3800/31148] Overall Loss 0.008873 Objective Loss 0.000000 Distill Loss 0.008873 LR 0.000125 Time 0.471373 +2023-12-02 23:05:15,715 - Epoch: [20][ 3900/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.469734 +2023-12-02 23:05:59,590 - Epoch: [20][ 4000/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.468958 +2023-12-02 23:06:38,571 - Epoch: [20][ 4100/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.467025 +2023-12-02 23:07:20,359 - Epoch: [20][ 4200/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.465854 +2023-12-02 23:07:59,656 - Epoch: [20][ 4300/31148] Overall Loss 0.008881 Objective Loss 0.000000 Distill Loss 0.008881 LR 0.000125 Time 0.464157 +2023-12-02 23:08:38,085 - Epoch: [20][ 4400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.462340 +2023-12-02 23:09:20,060 - Epoch: [20][ 4500/31148] Overall Loss 0.008881 Objective Loss 0.000000 Distill Loss 0.008881 LR 0.000125 Time 0.461392 +2023-12-02 23:10:04,428 - Epoch: [20][ 4600/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.461005 +2023-12-02 23:10:58,479 - Epoch: [20][ 4700/31148] Overall Loss 0.008882 Objective Loss 0.000000 Distill Loss 0.008882 LR 0.000125 Time 0.462695 +2023-12-02 23:11:38,875 - Epoch: [20][ 4800/31148] Overall Loss 0.008882 Objective Loss 0.000000 Distill Loss 0.008882 LR 0.000125 Time 0.461470 +2023-12-02 23:12:14,056 - Epoch: [20][ 4900/31148] Overall Loss 0.008883 Objective Loss 0.000000 Distill Loss 0.008883 LR 0.000125 Time 0.459230 +2023-12-02 23:12:56,998 - Epoch: [20][ 5000/31148] Overall Loss 0.008884 Objective Loss 0.000000 Distill Loss 0.008884 LR 0.000125 Time 0.458632 +2023-12-02 23:13:46,831 - Epoch: [20][ 5100/31148] Overall Loss 0.008882 Objective Loss 0.000000 Distill Loss 0.008882 LR 0.000125 Time 0.459409 +2023-12-02 23:14:27,763 - Epoch: [20][ 5200/31148] Overall Loss 0.008885 Objective Loss 0.000000 Distill Loss 0.008885 LR 0.000125 Time 0.458445 +2023-12-02 23:15:18,311 - Epoch: [20][ 5300/31148] Overall Loss 0.008884 Objective Loss 0.000000 Distill Loss 0.008884 LR 0.000125 Time 0.459330 +2023-12-02 23:15:55,130 - Epoch: [20][ 5400/31148] Overall Loss 0.008886 Objective Loss 0.000000 Distill Loss 0.008886 LR 0.000125 Time 0.457641 +2023-12-02 23:16:38,989 - Epoch: [20][ 5500/31148] Overall Loss 0.008887 Objective Loss 0.000000 Distill Loss 0.008887 LR 0.000125 Time 0.457294 +2023-12-02 23:17:37,657 - Epoch: [20][ 5600/31148] Overall Loss 0.008887 Objective Loss 0.000000 Distill Loss 0.008887 LR 0.000125 Time 0.459603 +2023-12-02 23:18:23,667 - Epoch: [20][ 5700/31148] Overall Loss 0.008886 Objective Loss 0.000000 Distill Loss 0.008886 LR 0.000125 Time 0.459610 +2023-12-02 23:19:08,517 - Epoch: [20][ 5800/31148] Overall Loss 0.008884 Objective Loss 0.000000 Distill Loss 0.008884 LR 0.000125 Time 0.459417 +2023-12-02 23:19:46,663 - Epoch: [20][ 5900/31148] Overall Loss 0.008883 Objective Loss 0.000000 Distill Loss 0.008883 LR 0.000125 Time 0.458095 +2023-12-02 23:20:28,306 - Epoch: [20][ 6000/31148] Overall Loss 0.008882 Objective Loss 0.000000 Distill Loss 0.008882 LR 0.000125 Time 0.457399 +2023-12-02 23:21:11,310 - Epoch: [20][ 6100/31148] Overall Loss 0.008883 Objective Loss 0.000000 Distill Loss 0.008883 LR 0.000125 Time 0.456950 +2023-12-02 23:21:56,090 - Epoch: [20][ 6200/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.456801 +2023-12-02 23:22:41,776 - Epoch: [20][ 6300/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.456800 +2023-12-02 23:23:24,754 - Epoch: [20][ 6400/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.456377 +2023-12-02 23:23:58,423 - Epoch: [20][ 6500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.454534 +2023-12-02 23:24:35,523 - Epoch: [20][ 6600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.453267 +2023-12-02 23:25:19,283 - Epoch: [20][ 6700/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.453033 +2023-12-02 23:25:57,868 - Epoch: [20][ 6800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.452044 +2023-12-02 23:26:40,625 - Epoch: [20][ 6900/31148] Overall Loss 0.008881 Objective Loss 0.000000 Distill Loss 0.008881 LR 0.000125 Time 0.451688 +2023-12-02 23:27:34,798 - Epoch: [20][ 7000/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.452973 +2023-12-02 23:28:13,875 - Epoch: [20][ 7100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.452096 +2023-12-02 23:28:53,031 - Epoch: [20][ 7200/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451254 +2023-12-02 23:29:27,610 - Epoch: [20][ 7300/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.449808 +2023-12-02 23:30:12,232 - Epoch: [20][ 7400/31148] Overall Loss 0.008881 Objective Loss 0.000000 Distill Loss 0.008881 LR 0.000125 Time 0.449759 +2023-12-02 23:31:01,945 - Epoch: [20][ 7500/31148] Overall Loss 0.008881 Objective Loss 0.000000 Distill Loss 0.008881 LR 0.000125 Time 0.450390 +2023-12-02 23:31:38,962 - Epoch: [20][ 7600/31148] Overall Loss 0.008881 Objective Loss 0.000000 Distill Loss 0.008881 LR 0.000125 Time 0.449333 +2023-12-02 23:32:18,566 - Epoch: [20][ 7700/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448640 +2023-12-02 23:33:01,839 - Epoch: [20][ 7800/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.448435 +2023-12-02 23:33:35,371 - Epoch: [20][ 7900/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.447002 +2023-12-02 23:34:14,412 - Epoch: [20][ 8000/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.446294 +2023-12-02 23:34:56,045 - Epoch: [20][ 8100/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445923 +2023-12-02 23:35:42,631 - Epoch: [20][ 8200/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.446165 +2023-12-02 23:36:32,545 - Epoch: [20][ 8300/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.446803 +2023-12-02 23:37:21,958 - Epoch: [20][ 8400/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.447365 +2023-12-02 23:37:58,153 - Epoch: [20][ 8500/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.446360 +2023-12-02 23:38:33,330 - Epoch: [20][ 8600/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445259 +2023-12-02 23:39:16,488 - Epoch: [20][ 8700/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.445101 +2023-12-02 23:40:03,764 - Epoch: [20][ 8800/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.445414 +2023-12-02 23:40:41,008 - Epoch: [20][ 8900/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.444594 +2023-12-02 23:41:27,332 - Epoch: [20][ 9000/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.444800 +2023-12-02 23:42:14,029 - Epoch: [20][ 9100/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445043 +2023-12-02 23:42:58,297 - Epoch: [20][ 9200/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.445016 +2023-12-02 23:43:36,906 - Epoch: [20][ 9300/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.444382 +2023-12-02 23:44:21,398 - Epoch: [20][ 9400/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.444387 +2023-12-02 23:45:09,147 - Epoch: [20][ 9500/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.444735 +2023-12-02 23:46:02,038 - Epoch: [20][ 9600/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.445611 +2023-12-02 23:46:46,968 - Epoch: [20][ 9700/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.445648 +2023-12-02 23:47:32,072 - Epoch: [20][ 9800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.445702 +2023-12-02 23:48:17,006 - Epoch: [20][ 9900/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.445738 +2023-12-02 23:48:58,095 - Epoch: [20][10000/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.445388 +2023-12-02 23:49:40,756 - Epoch: [20][10100/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445202 +2023-12-02 23:50:24,894 - Epoch: [20][10200/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445163 +2023-12-02 23:51:06,569 - Epoch: [20][10300/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.444887 +2023-12-02 23:51:42,274 - Epoch: [20][10400/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.444042 +2023-12-02 23:52:32,676 - Epoch: [20][10500/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.444612 +2023-12-02 23:53:27,217 - Epoch: [20][10600/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.445563 +2023-12-02 23:54:14,343 - Epoch: [20][10700/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445802 +2023-12-02 23:55:00,002 - Epoch: [20][10800/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445901 +2023-12-02 23:55:40,951 - Epoch: [20][10900/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445566 +2023-12-02 23:56:36,219 - Epoch: [20][11000/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.446539 +2023-12-02 23:57:24,841 - Epoch: [20][11100/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.446896 +2023-12-02 23:58:09,753 - Epoch: [20][11200/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.446916 +2023-12-02 23:58:47,660 - Epoch: [20][11300/31148] Overall Loss 0.008874 Objective Loss 0.000000 Distill Loss 0.008874 LR 0.000125 Time 0.446315 +2023-12-02 23:59:33,691 - Epoch: [20][11400/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.446437 +2023-12-03 00:00:14,109 - Epoch: [20][11500/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.446069 +2023-12-03 00:00:50,642 - Epoch: [20][11600/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.445372 +2023-12-03 00:01:39,641 - Epoch: [20][11700/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.445753 +2023-12-03 00:02:19,560 - Epoch: [20][11800/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.445358 +2023-12-03 00:02:58,537 - Epoch: [20][11900/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.444890 +2023-12-03 00:03:40,439 - Epoch: [20][12000/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.444674 +2023-12-03 00:04:22,174 - Epoch: [20][12100/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.444447 +2023-12-03 00:05:14,169 - Epoch: [20][12200/31148] Overall Loss 0.008874 Objective Loss 0.000000 Distill Loss 0.008874 LR 0.000125 Time 0.445066 +2023-12-03 00:05:57,545 - Epoch: [20][12300/31148] Overall Loss 0.008874 Objective Loss 0.000000 Distill Loss 0.008874 LR 0.000125 Time 0.444973 +2023-12-03 00:06:41,870 - Epoch: [20][12400/31148] Overall Loss 0.008874 Objective Loss 0.000000 Distill Loss 0.008874 LR 0.000125 Time 0.444959 +2023-12-03 00:07:23,662 - Epoch: [20][12500/31148] Overall Loss 0.008873 Objective Loss 0.000000 Distill Loss 0.008873 LR 0.000125 Time 0.444742 +2023-12-03 00:08:12,112 - Epoch: [20][12600/31148] Overall Loss 0.008874 Objective Loss 0.000000 Distill Loss 0.008874 LR 0.000125 Time 0.445057 +2023-12-03 00:09:01,878 - Epoch: [20][12700/31148] Overall Loss 0.008874 Objective Loss 0.000000 Distill Loss 0.008874 LR 0.000125 Time 0.445471 +2023-12-03 00:09:37,424 - Epoch: [20][12800/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.444767 +2023-12-03 00:10:17,451 - Epoch: [20][12900/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.444421 +2023-12-03 00:10:51,558 - Epoch: [20][13000/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.443626 +2023-12-03 00:11:38,912 - Epoch: [20][13100/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443854 +2023-12-03 00:12:16,347 - Epoch: [20][13200/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443326 +2023-12-03 00:13:04,749 - Epoch: [20][13300/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443632 +2023-12-03 00:13:51,094 - Epoch: [20][13400/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443779 +2023-12-03 00:14:31,849 - Epoch: [20][13500/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443510 +2023-12-03 00:15:12,309 - Epoch: [20][13600/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443224 +2023-12-03 00:15:48,614 - Epoch: [20][13700/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.442638 +2023-12-03 00:16:41,998 - Epoch: [20][13800/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443298 +2023-12-03 00:17:31,824 - Epoch: [20][13900/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443693 +2023-12-03 00:18:12,330 - Epoch: [20][14000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443417 +2023-12-03 00:18:54,455 - Epoch: [20][14100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443259 +2023-12-03 00:19:42,440 - Epoch: [20][14200/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443516 +2023-12-03 00:20:24,744 - Epoch: [20][14300/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443373 +2023-12-03 00:21:05,650 - Epoch: [20][14400/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443134 +2023-12-03 00:21:50,600 - Epoch: [20][14500/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.443177 +2023-12-03 00:22:31,607 - Epoch: [20][14600/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.442950 +2023-12-03 00:23:10,033 - Epoch: [20][14700/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.442550 +2023-12-03 00:23:45,993 - Epoch: [20][14800/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.441989 +2023-12-03 00:24:35,911 - Epoch: [20][14900/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.442373 +2023-12-03 00:25:23,674 - Epoch: [20][15000/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.442607 +2023-12-03 00:26:05,646 - Epoch: [20][15100/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.442455 +2023-12-03 00:26:53,655 - Epoch: [20][15200/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.442702 +2023-12-03 00:27:35,335 - Epoch: [20][15300/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.442533 +2023-12-03 00:28:23,370 - Epoch: [20][15400/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.442778 +2023-12-03 00:29:07,342 - Epoch: [20][15500/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.442758 +2023-12-03 00:29:42,738 - Epoch: [20][15600/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.442188 +2023-12-03 00:30:22,244 - Epoch: [20][15700/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.441887 +2023-12-03 00:30:56,310 - Epoch: [20][15800/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.441246 +2023-12-03 00:31:38,875 - Epoch: [20][15900/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.441148 +2023-12-03 00:32:19,703 - Epoch: [20][16000/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440942 +2023-12-03 00:32:55,353 - Epoch: [20][16100/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440417 +2023-12-03 00:33:33,437 - Epoch: [20][16200/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440049 +2023-12-03 00:34:26,896 - Epoch: [20][16300/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440628 +2023-12-03 00:35:16,800 - Epoch: [20][16400/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440984 +2023-12-03 00:35:58,533 - Epoch: [20][16500/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440840 +2023-12-03 00:36:37,615 - Epoch: [20][16600/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440538 +2023-12-03 00:37:15,846 - Epoch: [20][16700/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.440189 +2023-12-03 00:37:57,091 - Epoch: [20][16800/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.440024 +2023-12-03 00:38:38,388 - Epoch: [20][16900/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.439863 +2023-12-03 00:39:36,413 - Epoch: [20][17000/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.440689 +2023-12-03 00:40:23,734 - Epoch: [20][17100/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.440879 +2023-12-03 00:41:03,837 - Epoch: [20][17200/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.440647 +2023-12-03 00:41:33,062 - Epoch: [20][17300/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.439789 +2023-12-03 00:42:01,581 - Epoch: [20][17400/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.438900 +2023-12-03 00:42:28,911 - Epoch: [20][17500/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.437953 +2023-12-03 00:42:56,546 - Epoch: [20][17600/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.437035 +2023-12-03 00:43:24,541 - Epoch: [20][17700/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.436147 +2023-12-03 00:43:53,011 - Epoch: [20][17800/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.435296 +2023-12-03 00:44:20,722 - Epoch: [20][17900/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.434412 +2023-12-03 00:44:48,653 - Epoch: [20][18000/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.433550 +2023-12-03 00:45:15,237 - Epoch: [20][18100/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.432623 +2023-12-03 00:45:43,735 - Epoch: [20][18200/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.431812 +2023-12-03 00:46:11,173 - Epoch: [20][18300/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.430951 +2023-12-03 00:46:44,721 - Epoch: [20][18400/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.430432 +2023-12-03 00:47:34,710 - Epoch: [20][18500/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.430807 +2023-12-03 00:48:16,907 - Epoch: [20][18600/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.430759 +2023-12-03 00:49:05,066 - Epoch: [20][18700/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.431031 +2023-12-03 00:49:51,522 - Epoch: [20][18800/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.431209 +2023-12-03 00:50:50,129 - Epoch: [20][18900/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.432028 +2023-12-03 00:51:40,615 - Epoch: [20][19000/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.432410 +2023-12-03 00:52:31,647 - Epoch: [20][19100/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.432818 +2023-12-03 00:53:35,080 - Epoch: [20][19200/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.433867 +2023-12-03 00:54:28,964 - Epoch: [20][19300/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.434411 +2023-12-03 00:55:26,573 - Epoch: [20][19400/31148] Overall Loss 0.008875 Objective Loss 0.000000 Distill Loss 0.008875 LR 0.000125 Time 0.435141 +2023-12-03 00:56:07,424 - Epoch: [20][19500/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.435004 +2023-12-03 00:56:54,876 - Epoch: [20][19600/31148] Overall Loss 0.008876 Objective Loss 0.000000 Distill Loss 0.008876 LR 0.000125 Time 0.435205 +2023-12-03 00:57:45,724 - Epoch: [20][19700/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.435576 +2023-12-03 00:58:29,233 - Epoch: [20][19800/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.435574 +2023-12-03 00:59:17,418 - Epoch: [20][19900/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.435806 +2023-12-03 01:00:03,904 - Epoch: [20][20000/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.435951 +2023-12-03 01:00:53,491 - Epoch: [20][20100/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.436248 +2023-12-03 01:01:57,826 - Epoch: [20][20200/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.437273 +2023-12-03 01:02:56,888 - Epoch: [20][20300/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.438028 +2023-12-03 01:03:44,057 - Epoch: [20][20400/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.438193 +2023-12-03 01:04:25,121 - Epoch: [20][20500/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.438058 +2023-12-03 01:05:11,719 - Epoch: [20][20600/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.438193 +2023-12-03 01:06:00,825 - Epoch: [20][20700/31148] Overall Loss 0.008877 Objective Loss 0.000000 Distill Loss 0.008877 LR 0.000125 Time 0.438448 +2023-12-03 01:06:45,147 - Epoch: [20][20800/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.438471 +2023-12-03 01:07:32,196 - Epoch: [20][20900/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.438624 +2023-12-03 01:08:27,946 - Epoch: [20][21000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.439190 +2023-12-03 01:09:10,165 - Epoch: [20][21100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.439109 +2023-12-03 01:10:00,026 - Epoch: [20][21200/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.439389 +2023-12-03 01:10:50,100 - Epoch: [20][21300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.439677 +2023-12-03 01:11:40,610 - Epoch: [20][21400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.439982 +2023-12-03 01:12:24,015 - Epoch: [20][21500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.439954 +2023-12-03 01:13:03,439 - Epoch: [20][21600/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.439742 +2023-12-03 01:13:48,380 - Epoch: [20][21700/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.439786 +2023-12-03 01:14:49,795 - Epoch: [20][21800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.440586 +2023-12-03 01:15:25,229 - Epoch: [20][21900/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.440192 +2023-12-03 01:16:23,390 - Epoch: [20][22000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.440834 +2023-12-03 01:17:07,027 - Epoch: [20][22100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.440814 +2023-12-03 01:18:01,870 - Epoch: [20][22200/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.441298 +2023-12-03 01:18:41,243 - Epoch: [20][22300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.441084 +2023-12-03 01:19:29,898 - Epoch: [20][22400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.441287 +2023-12-03 01:20:14,696 - Epoch: [20][22500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.441316 +2023-12-03 01:21:11,375 - Epoch: [20][22600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.441871 +2023-12-03 01:22:07,690 - Epoch: [20][22700/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.442405 +2023-12-03 01:22:56,128 - Epoch: [20][22800/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.442589 +2023-12-03 01:23:50,238 - Epoch: [20][22900/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443019 +2023-12-03 01:24:38,254 - Epoch: [20][23000/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443180 +2023-12-03 01:25:21,463 - Epoch: [20][23100/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443132 +2023-12-03 01:26:05,705 - Epoch: [20][23200/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.443128 +2023-12-03 01:26:48,443 - Epoch: [20][23300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443060 +2023-12-03 01:27:30,992 - Epoch: [20][23400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.442985 +2023-12-03 01:28:12,186 - Epoch: [20][23500/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.442853 +2023-12-03 01:28:56,663 - Epoch: [20][23600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.442860 +2023-12-03 01:29:45,799 - Epoch: [20][23700/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443065 +2023-12-03 01:30:32,924 - Epoch: [20][23800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443183 +2023-12-03 01:31:26,372 - Epoch: [20][23900/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443565 +2023-12-03 01:32:10,323 - Epoch: [20][24000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443547 +2023-12-03 01:32:56,952 - Epoch: [20][24100/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.443641 +2023-12-03 01:33:40,204 - Epoch: [20][24200/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443595 +2023-12-03 01:34:25,282 - Epoch: [20][24300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443624 +2023-12-03 01:35:10,995 - Epoch: [20][24400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443679 +2023-12-03 01:35:52,966 - Epoch: [20][24500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.443581 +2023-12-03 01:36:50,801 - Epoch: [20][24600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.444129 +2023-12-03 01:37:40,939 - Epoch: [20][24700/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.444360 +2023-12-03 01:38:29,426 - Epoch: [20][24800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.444523 +2023-12-03 01:39:13,964 - Epoch: [20][24900/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.444527 +2023-12-03 01:39:59,453 - Epoch: [20][25000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.444568 +2023-12-03 01:40:49,357 - Epoch: [20][25100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.444784 +2023-12-03 01:41:40,076 - Epoch: [20][25200/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.445032 +2023-12-03 01:42:37,098 - Epoch: [20][25300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.445526 +2023-12-03 01:43:22,021 - Epoch: [20][25400/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.445541 +2023-12-03 01:44:18,985 - Epoch: [20][25500/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.446027 +2023-12-03 01:45:19,512 - Epoch: [20][25600/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.446649 +2023-12-03 01:46:08,272 - Epoch: [20][25700/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.446808 +2023-12-03 01:46:45,715 - Epoch: [20][25800/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.446527 +2023-12-03 01:47:29,370 - Epoch: [20][25900/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.446488 +2023-12-03 01:48:10,028 - Epoch: [20][26000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.446334 +2023-12-03 01:49:05,061 - Epoch: [20][26100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.446733 +2023-12-03 01:50:01,819 - Epoch: [20][26200/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.447194 +2023-12-03 01:50:52,276 - Epoch: [20][26300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.447411 +2023-12-03 01:51:42,955 - Epoch: [20][26400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.447636 +2023-12-03 01:52:30,621 - Epoch: [20][26500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.447745 +2023-12-03 01:53:19,895 - Epoch: [20][26600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.447914 +2023-12-03 01:54:08,748 - Epoch: [20][26700/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448066 +2023-12-03 01:55:01,616 - Epoch: [20][26800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448367 +2023-12-03 01:55:53,991 - Epoch: [20][26900/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.448646 +2023-12-03 01:56:35,550 - Epoch: [20][27000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448524 +2023-12-03 01:57:22,526 - Epoch: [20][27100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448602 +2023-12-03 01:58:06,625 - Epoch: [20][27200/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448574 +2023-12-03 01:58:42,272 - Epoch: [20][27300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448236 +2023-12-03 01:59:26,734 - Epoch: [20][27400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448223 +2023-12-03 02:00:12,111 - Epoch: [20][27500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448243 +2023-12-03 02:00:52,475 - Epoch: [20][27600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448081 +2023-12-03 02:01:51,028 - Epoch: [20][27700/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448577 +2023-12-03 02:02:36,065 - Epoch: [20][27800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448583 +2023-12-03 02:03:28,654 - Epoch: [20][27900/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448860 +2023-12-03 02:04:16,740 - Epoch: [20][28000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.448974 +2023-12-03 02:05:06,603 - Epoch: [20][28100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.449150 +2023-12-03 02:06:00,913 - Epoch: [20][28200/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.449483 +2023-12-03 02:06:46,537 - Epoch: [20][28300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.449507 +2023-12-03 02:07:36,979 - Epoch: [20][28400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.449700 +2023-12-03 02:08:26,459 - Epoch: [20][28500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.449858 +2023-12-03 02:09:09,725 - Epoch: [20][28600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.449797 +2023-12-03 02:10:00,536 - Epoch: [20][28700/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.450000 +2023-12-03 02:10:43,385 - Epoch: [20][28800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.449925 +2023-12-03 02:11:33,701 - Epoch: [20][28900/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.450109 +2023-12-03 02:12:17,935 - Epoch: [20][29000/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.450082 +2023-12-03 02:13:15,216 - Epoch: [20][29100/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.450504 +2023-12-03 02:14:09,649 - Epoch: [20][29200/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.450825 +2023-12-03 02:15:03,404 - Epoch: [20][29300/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.451121 +2023-12-03 02:15:44,830 - Epoch: [20][29400/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.450995 +2023-12-03 02:16:35,172 - Epoch: [20][29500/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.451172 +2023-12-03 02:17:27,526 - Epoch: [20][29600/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.451417 +2023-12-03 02:18:12,295 - Epoch: [20][29700/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.451404 +2023-12-03 02:19:01,057 - Epoch: [20][29800/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.451525 +2023-12-03 02:19:47,413 - Epoch: [20][29900/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.451565 +2023-12-03 02:20:23,912 - Epoch: [20][30000/31148] Overall Loss 0.008879 Objective Loss 0.000000 Distill Loss 0.008879 LR 0.000125 Time 0.451276 +2023-12-03 02:21:05,715 - Epoch: [20][30100/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451166 +2023-12-03 02:21:53,312 - Epoch: [20][30200/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451248 +2023-12-03 02:22:42,383 - Epoch: [20][30300/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451378 +2023-12-03 02:23:24,237 - Epoch: [20][30400/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451269 +2023-12-03 02:24:12,624 - Epoch: [20][30500/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451376 +2023-12-03 02:25:07,779 - Epoch: [20][30600/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451703 +2023-12-03 02:25:49,102 - Epoch: [20][30700/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451578 +2023-12-03 02:26:43,291 - Epoch: [20][30800/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451871 +2023-12-03 02:27:28,064 - Epoch: [20][30900/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451857 +2023-12-03 02:28:11,320 - Epoch: [20][31000/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451794 +2023-12-03 02:28:50,895 - Epoch: [20][31100/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451614 +2023-12-03 02:29:13,548 - Epoch: [20][31148/31148] Overall Loss 0.008880 Objective Loss 0.000000 Distill Loss 0.008880 LR 0.000125 Time 0.451645 +2023-12-03 02:29:14,519 - --- validate (epoch=20)----------- +2023-12-03 02:29:14,519 - 167951 samples (100 per mini-batch) +2023-12-03 02:29:38,101 - Epoch: [20][ 100/ 1680] Loss 0.000000 Overall Loss 0.009436 +2023-12-03 02:29:58,076 - Epoch: [20][ 200/ 1680] Loss 0.000000 Overall Loss 0.009430 +2023-12-03 02:30:18,094 - Epoch: [20][ 300/ 1680] Loss 0.000000 Overall Loss 0.009447 +2023-12-03 02:30:38,094 - Epoch: [20][ 400/ 1680] Loss 0.000000 Overall Loss 0.009453 +2023-12-03 02:30:58,090 - Epoch: [20][ 500/ 1680] Loss 0.000000 Overall Loss 0.009462 +2023-12-03 02:31:18,056 - Epoch: [20][ 600/ 1680] Loss 0.000000 Overall Loss 0.009468 +2023-12-03 02:31:38,060 - Epoch: [20][ 700/ 1680] Loss 0.000000 Overall Loss 0.009466 +2023-12-03 02:31:58,074 - Epoch: [20][ 800/ 1680] Loss 0.000000 Overall Loss 0.009471 +2023-12-03 02:32:18,054 - Epoch: [20][ 900/ 1680] Loss 0.000000 Overall Loss 0.009470 +2023-12-03 02:32:38,080 - Epoch: [20][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009473 +2023-12-03 02:32:58,050 - Epoch: [20][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 02:33:17,988 - Epoch: [20][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009476 +2023-12-03 02:33:38,014 - Epoch: [20][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 02:33:58,002 - Epoch: [20][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009478 +2023-12-03 02:34:18,030 - Epoch: [20][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009484 +2023-12-03 02:34:38,000 - Epoch: [20][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009484 +2023-12-03 02:34:54,023 - Epoch: [20][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009485 +2023-12-03 02:34:54,496 - ==> Overall Loss: 0.009 + +2023-12-03 02:34:54,504 - ==> Best [Overall Loss: 0.009485 on epoch: 20] +2023-12-03 02:34:54,505 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-03 02:34:54,556 - + +2023-12-03 02:34:54,557 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-03 02:35:55,596 - Epoch: [21][ 100/31148] Overall Loss 0.008889 Objective Loss 0.000000 Distill Loss 0.008889 LR 0.000125 Time 0.610307 +2023-12-03 02:36:30,421 - Epoch: [21][ 200/31148] Overall Loss 0.008812 Objective Loss 0.000000 Distill Loss 0.008812 LR 0.000125 Time 0.479241 +2023-12-03 02:37:09,680 - Epoch: [21][ 300/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450333 +2023-12-03 02:37:52,658 - Epoch: [21][ 400/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.445178 +2023-12-03 02:38:28,817 - Epoch: [21][ 500/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.428445 +2023-12-03 02:39:03,455 - Epoch: [21][ 600/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.414756 +2023-12-03 02:39:41,897 - Epoch: [21][ 700/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.410410 +2023-12-03 02:40:25,270 - Epoch: [21][ 800/31148] Overall Loss 0.008864 Objective Loss 0.000000 Distill Loss 0.008864 LR 0.000125 Time 0.413317 +2023-12-03 02:41:08,246 - Epoch: [21][ 900/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.415136 +2023-12-03 02:41:54,334 - Epoch: [21][ 1000/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.419703 +2023-12-03 02:42:38,147 - Epoch: [21][ 1100/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.421372 +2023-12-03 02:43:15,379 - Epoch: [21][ 1200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.417278 +2023-12-03 02:43:52,495 - Epoch: [21][ 1300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.413725 +2023-12-03 02:44:31,701 - Epoch: [21][ 1400/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.412171 +2023-12-03 02:45:12,733 - Epoch: [21][ 1500/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.412043 +2023-12-03 02:45:54,102 - Epoch: [21][ 1600/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.412142 +2023-12-03 02:46:37,042 - Epoch: [21][ 1700/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.413152 +2023-12-03 02:47:15,259 - Epoch: [21][ 1800/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.411427 +2023-12-03 02:47:58,676 - Epoch: [21][ 1900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.412620 +2023-12-03 02:48:46,703 - Epoch: [21][ 2000/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.415998 +2023-12-03 02:49:22,771 - Epoch: [21][ 2100/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.413361 +2023-12-03 02:50:04,421 - Epoch: [21][ 2200/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.413500 +2023-12-03 02:50:41,174 - Epoch: [21][ 2300/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.411498 +2023-12-03 02:51:28,309 - Epoch: [21][ 2400/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.413989 +2023-12-03 02:52:14,264 - Epoch: [21][ 2500/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.415809 +2023-12-03 02:52:52,875 - Epoch: [21][ 2600/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.414663 +2023-12-03 02:53:39,419 - Epoch: [21][ 2700/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.416541 +2023-12-03 02:54:18,215 - Epoch: [21][ 2800/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.415518 +2023-12-03 02:55:01,109 - Epoch: [21][ 2900/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.415978 +2023-12-03 02:55:44,138 - Epoch: [21][ 3000/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.416453 +2023-12-03 02:56:28,471 - Epoch: [21][ 3100/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.417317 +2023-12-03 02:57:10,730 - Epoch: [21][ 3200/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.417480 +2023-12-03 02:57:46,125 - Epoch: [21][ 3300/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.415552 +2023-12-03 02:58:27,666 - Epoch: [21][ 3400/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.415546 +2023-12-03 02:59:14,568 - Epoch: [21][ 3500/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.417071 +2023-12-03 02:59:56,374 - Epoch: [21][ 3600/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.417097 +2023-12-03 03:00:39,059 - Epoch: [21][ 3700/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.417358 +2023-12-03 03:01:20,074 - Epoch: [21][ 3800/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.417167 +2023-12-03 03:02:02,008 - Epoch: [21][ 3900/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.417221 +2023-12-03 03:02:42,891 - Epoch: [21][ 4000/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.417009 +2023-12-03 03:03:26,035 - Epoch: [21][ 4100/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.417359 +2023-12-03 03:04:06,411 - Epoch: [21][ 4200/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.417033 +2023-12-03 03:04:45,475 - Epoch: [21][ 4300/31148] Overall Loss 0.008867 Objective Loss 0.000000 Distill Loss 0.008867 LR 0.000125 Time 0.416418 +2023-12-03 03:05:33,476 - Epoch: [21][ 4400/31148] Overall Loss 0.008864 Objective Loss 0.000000 Distill Loss 0.008864 LR 0.000125 Time 0.417861 +2023-12-03 03:06:18,232 - Epoch: [21][ 4500/31148] Overall Loss 0.008865 Objective Loss 0.000000 Distill Loss 0.008865 LR 0.000125 Time 0.418519 +2023-12-03 03:06:56,681 - Epoch: [21][ 4600/31148] Overall Loss 0.008865 Objective Loss 0.000000 Distill Loss 0.008865 LR 0.000125 Time 0.417778 +2023-12-03 03:07:41,103 - Epoch: [21][ 4700/31148] Overall Loss 0.008865 Objective Loss 0.000000 Distill Loss 0.008865 LR 0.000125 Time 0.418339 +2023-12-03 03:08:19,783 - Epoch: [21][ 4800/31148] Overall Loss 0.008866 Objective Loss 0.000000 Distill Loss 0.008866 LR 0.000125 Time 0.417681 +2023-12-03 03:09:16,224 - Epoch: [21][ 4900/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.420673 +2023-12-03 03:10:04,248 - Epoch: [21][ 5000/31148] Overall Loss 0.008864 Objective Loss 0.000000 Distill Loss 0.008864 LR 0.000125 Time 0.421863 +2023-12-03 03:10:41,212 - Epoch: [21][ 5100/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.420838 +2023-12-03 03:11:26,595 - Epoch: [21][ 5200/31148] Overall Loss 0.008866 Objective Loss 0.000000 Distill Loss 0.008866 LR 0.000125 Time 0.421471 +2023-12-03 03:12:00,680 - Epoch: [21][ 5300/31148] Overall Loss 0.008864 Objective Loss 0.000000 Distill Loss 0.008864 LR 0.000125 Time 0.419948 +2023-12-03 03:12:41,402 - Epoch: [21][ 5400/31148] Overall Loss 0.008867 Objective Loss 0.000000 Distill Loss 0.008867 LR 0.000125 Time 0.419711 +2023-12-03 03:13:20,780 - Epoch: [21][ 5500/31148] Overall Loss 0.008868 Objective Loss 0.000000 Distill Loss 0.008868 LR 0.000125 Time 0.419239 +2023-12-03 03:14:10,792 - Epoch: [21][ 5600/31148] Overall Loss 0.008868 Objective Loss 0.000000 Distill Loss 0.008868 LR 0.000125 Time 0.420682 +2023-12-03 03:14:49,311 - Epoch: [21][ 5700/31148] Overall Loss 0.008867 Objective Loss 0.000000 Distill Loss 0.008867 LR 0.000125 Time 0.420058 +2023-12-03 03:15:37,039 - Epoch: [21][ 5800/31148] Overall Loss 0.008866 Objective Loss 0.000000 Distill Loss 0.008866 LR 0.000125 Time 0.421043 +2023-12-03 03:16:19,367 - Epoch: [21][ 5900/31148] Overall Loss 0.008864 Objective Loss 0.000000 Distill Loss 0.008864 LR 0.000125 Time 0.421080 +2023-12-03 03:17:05,080 - Epoch: [21][ 6000/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.421679 +2023-12-03 03:17:44,900 - Epoch: [21][ 6100/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.421293 +2023-12-03 03:18:28,451 - Epoch: [21][ 6200/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.421521 +2023-12-03 03:19:11,845 - Epoch: [21][ 6300/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.421717 +2023-12-03 03:19:59,156 - Epoch: [21][ 6400/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.422519 +2023-12-03 03:20:48,907 - Epoch: [21][ 6500/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.423672 +2023-12-03 03:21:35,441 - Epoch: [21][ 6600/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.424302 +2023-12-03 03:22:20,080 - Epoch: [21][ 6700/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.424630 +2023-12-03 03:23:01,003 - Epoch: [21][ 6800/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.424403 +2023-12-03 03:23:35,755 - Epoch: [21][ 6900/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.423288 +2023-12-03 03:24:31,282 - Epoch: [21][ 7000/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.425172 +2023-12-03 03:25:15,765 - Epoch: [21][ 7100/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.425448 +2023-12-03 03:25:59,860 - Epoch: [21][ 7200/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.425662 +2023-12-03 03:26:48,499 - Epoch: [21][ 7300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.426493 +2023-12-03 03:27:37,319 - Epoch: [21][ 7400/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.427326 +2023-12-03 03:28:09,905 - Epoch: [21][ 7500/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.425972 +2023-12-03 03:28:57,555 - Epoch: [21][ 7600/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.426636 +2023-12-03 03:29:43,247 - Epoch: [21][ 7700/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.427028 +2023-12-03 03:30:33,777 - Epoch: [21][ 7800/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.428031 +2023-12-03 03:31:09,737 - Epoch: [21][ 7900/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.427164 +2023-12-03 03:32:03,250 - Epoch: [21][ 8000/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.428512 +2023-12-03 03:32:47,325 - Epoch: [21][ 8100/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.428662 +2023-12-03 03:33:30,722 - Epoch: [21][ 8200/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.428726 +2023-12-03 03:34:16,736 - Epoch: [21][ 8300/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.429104 +2023-12-03 03:35:03,544 - Epoch: [21][ 8400/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.429567 +2023-12-03 03:35:46,337 - Epoch: [21][ 8500/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.429547 +2023-12-03 03:36:22,028 - Epoch: [21][ 8600/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.428701 +2023-12-03 03:37:09,485 - Epoch: [21][ 8700/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429228 +2023-12-03 03:37:51,828 - Epoch: [21][ 8800/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.429161 +2023-12-03 03:38:33,664 - Epoch: [21][ 8900/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429039 +2023-12-03 03:39:17,588 - Epoch: [21][ 9000/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.429151 +2023-12-03 03:40:00,172 - Epoch: [21][ 9100/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.429114 +2023-12-03 03:40:46,982 - Epoch: [21][ 9200/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429537 +2023-12-03 03:41:30,437 - Epoch: [21][ 9300/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429590 +2023-12-03 03:42:14,553 - Epoch: [21][ 9400/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429713 +2023-12-03 03:42:57,179 - Epoch: [21][ 9500/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429675 +2023-12-03 03:43:42,119 - Epoch: [21][ 9600/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.429880 +2023-12-03 03:44:24,914 - Epoch: [21][ 9700/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.429859 +2023-12-03 03:45:12,132 - Epoch: [21][ 9800/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.430291 +2023-12-03 03:45:50,448 - Epoch: [21][ 9900/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.429814 +2023-12-03 03:46:35,784 - Epoch: [21][10000/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.430048 +2023-12-03 03:47:21,287 - Epoch: [21][10100/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.430295 +2023-12-03 03:48:07,281 - Epoch: [21][10200/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.430585 +2023-12-03 03:48:49,408 - Epoch: [21][10300/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.430494 +2023-12-03 03:49:28,470 - Epoch: [21][10400/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.430110 +2023-12-03 03:50:13,693 - Epoch: [21][10500/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.430320 +2023-12-03 03:50:46,095 - Epoch: [21][10600/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.429316 +2023-12-03 03:51:26,653 - Epoch: [21][10700/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429094 +2023-12-03 03:52:06,630 - Epoch: [21][10800/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428822 +2023-12-03 03:52:43,520 - Epoch: [21][10900/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428271 +2023-12-03 03:53:30,975 - Epoch: [21][11000/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428691 +2023-12-03 03:54:18,982 - Epoch: [21][11100/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.429153 +2023-12-03 03:55:00,706 - Epoch: [21][11200/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.429046 +2023-12-03 03:55:34,839 - Epoch: [21][11300/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.428270 +2023-12-03 03:56:15,219 - Epoch: [21][11400/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428053 +2023-12-03 03:56:58,596 - Epoch: [21][11500/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.428103 +2023-12-03 03:57:44,396 - Epoch: [21][11600/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.428360 +2023-12-03 03:58:29,725 - Epoch: [21][11700/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.428572 +2023-12-03 03:59:16,391 - Epoch: [21][11800/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.428894 +2023-12-03 03:59:56,214 - Epoch: [21][11900/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428636 +2023-12-03 04:00:41,938 - Epoch: [21][12000/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.428874 +2023-12-03 04:01:23,158 - Epoch: [21][12100/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428735 +2023-12-03 04:02:03,210 - Epoch: [21][12200/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.428504 +2023-12-03 04:02:41,283 - Epoch: [21][12300/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428115 +2023-12-03 04:03:17,920 - Epoch: [21][12400/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.427616 +2023-12-03 04:03:58,639 - Epoch: [21][12500/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.427452 +2023-12-03 04:04:42,833 - Epoch: [21][12600/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.427566 +2023-12-03 04:05:18,198 - Epoch: [21][12700/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.426984 +2023-12-03 04:05:55,720 - Epoch: [21][12800/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.426579 +2023-12-03 04:06:35,747 - Epoch: [21][12900/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.426374 +2023-12-03 04:07:30,233 - Epoch: [21][13000/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.427285 +2023-12-03 04:08:24,035 - Epoch: [21][13100/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.428130 +2023-12-03 04:09:06,485 - Epoch: [21][13200/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.428102 +2023-12-03 04:09:46,132 - Epoch: [21][13300/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.427864 +2023-12-03 04:10:35,877 - Epoch: [21][13400/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428382 +2023-12-03 04:11:18,281 - Epoch: [21][13500/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428350 +2023-12-03 04:11:56,350 - Epoch: [21][13600/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.427999 +2023-12-03 04:12:25,725 - Epoch: [21][13700/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.427019 +2023-12-03 04:12:55,423 - Epoch: [21][13800/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.426076 +2023-12-03 04:13:22,852 - Epoch: [21][13900/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.424984 +2023-12-03 04:13:50,946 - Epoch: [21][14000/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.423954 +2023-12-03 04:14:19,390 - Epoch: [21][14100/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.422965 +2023-12-03 04:14:47,022 - Epoch: [21][14200/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.421932 +2023-12-03 04:15:14,815 - Epoch: [21][14300/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.420924 +2023-12-03 04:15:43,395 - Epoch: [21][14400/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.419986 +2023-12-03 04:16:13,768 - Epoch: [21][14500/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.419183 +2023-12-03 04:16:40,220 - Epoch: [21][14600/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.418124 +2023-12-03 04:17:07,485 - Epoch: [21][14700/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.417134 +2023-12-03 04:17:49,796 - Epoch: [21][14800/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.417174 +2023-12-03 04:18:43,618 - Epoch: [21][14900/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.417986 +2023-12-03 04:19:33,234 - Epoch: [21][15000/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.418507 +2023-12-03 04:20:13,013 - Epoch: [21][15100/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.418369 +2023-12-03 04:21:03,879 - Epoch: [21][15200/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.418962 +2023-12-03 04:21:53,978 - Epoch: [21][15300/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.419498 +2023-12-03 04:22:49,400 - Epoch: [21][15400/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.420372 +2023-12-03 04:23:41,748 - Epoch: [21][15500/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.421037 +2023-12-03 04:24:33,022 - Epoch: [21][15600/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.421624 +2023-12-03 04:25:17,514 - Epoch: [21][15700/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.421772 +2023-12-03 04:26:08,628 - Epoch: [21][15800/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.422338 +2023-12-03 04:26:49,780 - Epoch: [21][15900/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.422269 +2023-12-03 04:27:48,971 - Epoch: [21][16000/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.423329 +2023-12-03 04:28:36,713 - Epoch: [21][16100/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.423664 +2023-12-03 04:29:15,904 - Epoch: [21][16200/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.423468 +2023-12-03 04:30:06,568 - Epoch: [21][16300/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.423978 +2023-12-03 04:30:44,485 - Epoch: [21][16400/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.423704 +2023-12-03 04:31:29,412 - Epoch: [21][16500/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.423859 +2023-12-03 04:32:22,038 - Epoch: [21][16600/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.424475 +2023-12-03 04:33:17,885 - Epoch: [21][16700/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.425277 +2023-12-03 04:34:08,272 - Epoch: [21][16800/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.425744 +2023-12-03 04:34:55,693 - Epoch: [21][16900/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.426031 +2023-12-03 04:35:36,535 - Epoch: [21][17000/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.425927 +2023-12-03 04:36:23,142 - Epoch: [21][17100/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.426161 +2023-12-03 04:37:11,330 - Epoch: [21][17200/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.426484 +2023-12-03 04:37:52,115 - Epoch: [21][17300/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.426376 +2023-12-03 04:38:49,303 - Epoch: [21][17400/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.427212 +2023-12-03 04:39:39,303 - Epoch: [21][17500/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.427627 +2023-12-03 04:40:30,117 - Epoch: [21][17600/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.428085 +2023-12-03 04:41:20,750 - Epoch: [21][17700/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.428526 +2023-12-03 04:42:15,788 - Epoch: [21][17800/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.429210 +2023-12-03 04:43:03,526 - Epoch: [21][17900/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.429479 +2023-12-03 04:43:53,098 - Epoch: [21][18000/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.429847 +2023-12-03 04:44:42,754 - Epoch: [21][18100/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.430215 +2023-12-03 04:45:26,729 - Epoch: [21][18200/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.430267 +2023-12-03 04:46:20,765 - Epoch: [21][18300/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.430868 +2023-12-03 04:47:08,715 - Epoch: [21][18400/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.431132 +2023-12-03 04:47:55,009 - Epoch: [21][18500/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.431303 +2023-12-03 04:48:36,270 - Epoch: [21][18600/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.431202 +2023-12-03 04:49:28,124 - Epoch: [21][18700/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.431669 +2023-12-03 04:50:14,761 - Epoch: [21][18800/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.431853 +2023-12-03 04:50:54,444 - Epoch: [21][18900/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.431668 +2023-12-03 04:51:41,506 - Epoch: [21][19000/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.431872 +2023-12-03 04:52:17,349 - Epoch: [21][19100/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.431487 +2023-12-03 04:53:14,513 - Epoch: [21][19200/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.432217 +2023-12-03 04:53:53,323 - Epoch: [21][19300/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.431988 +2023-12-03 04:54:31,980 - Epoch: [21][19400/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.431753 +2023-12-03 04:55:27,630 - Epoch: [21][19500/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.432393 +2023-12-03 04:56:11,069 - Epoch: [21][19600/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.432403 +2023-12-03 04:56:56,591 - Epoch: [21][19700/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.432518 +2023-12-03 04:57:35,236 - Epoch: [21][19800/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.432285 +2023-12-03 04:58:12,719 - Epoch: [21][19900/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.431996 +2023-12-03 04:58:48,617 - Epoch: [21][20000/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.431630 +2023-12-03 04:59:37,441 - Epoch: [21][20100/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.431912 +2023-12-03 05:00:13,420 - Epoch: [21][20200/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.431554 +2023-12-03 05:01:00,702 - Epoch: [21][20300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.431757 +2023-12-03 05:01:56,550 - Epoch: [21][20400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.432378 +2023-12-03 05:03:02,162 - Epoch: [21][20500/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.433469 +2023-12-03 05:03:42,370 - Epoch: [21][20600/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.433316 +2023-12-03 05:04:30,645 - Epoch: [21][20700/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.433555 +2023-12-03 05:05:12,378 - Epoch: [21][20800/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.433477 +2023-12-03 05:06:05,500 - Epoch: [21][20900/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.433944 +2023-12-03 05:06:56,596 - Epoch: [21][21000/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.434310 +2023-12-03 05:07:38,712 - Epoch: [21][21100/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.434248 +2023-12-03 05:08:24,642 - Epoch: [21][21200/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.434365 +2023-12-03 05:09:12,009 - Epoch: [21][21300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.434550 +2023-12-03 05:09:57,123 - Epoch: [21][21400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.434627 +2023-12-03 05:10:42,208 - Epoch: [21][21500/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.434702 +2023-12-03 05:11:22,976 - Epoch: [21][21600/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.434577 +2023-12-03 05:12:10,177 - Epoch: [21][21700/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.434749 +2023-12-03 05:12:56,550 - Epoch: [21][21800/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.434881 +2023-12-03 05:13:49,274 - Epoch: [21][21900/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.435303 +2023-12-03 05:14:30,336 - Epoch: [21][22000/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.435190 +2023-12-03 05:15:21,779 - Epoch: [21][22100/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.435548 +2023-12-03 05:16:08,889 - Epoch: [21][22200/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.435708 +2023-12-03 05:16:52,664 - Epoch: [21][22300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.435717 +2023-12-03 05:17:42,370 - Epoch: [21][22400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.435991 +2023-12-03 05:18:25,506 - Epoch: [21][22500/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.435970 +2023-12-03 05:19:20,536 - Epoch: [21][22600/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.436475 +2023-12-03 05:20:01,783 - Epoch: [21][22700/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.436369 +2023-12-03 05:20:45,257 - Epoch: [21][22800/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.436362 +2023-12-03 05:21:42,787 - Epoch: [21][22900/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.436968 +2023-12-03 05:22:23,798 - Epoch: [21][23000/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.436851 +2023-12-03 05:23:08,859 - Epoch: [21][23100/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.436910 +2023-12-03 05:23:54,022 - Epoch: [21][23200/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.436973 +2023-12-03 05:24:40,724 - Epoch: [21][23300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.437102 +2023-12-03 05:25:31,991 - Epoch: [21][23400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.437425 +2023-12-03 05:26:13,611 - Epoch: [21][23500/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.437334 +2023-12-03 05:26:49,654 - Epoch: [21][23600/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.437008 +2023-12-03 05:27:34,802 - Epoch: [21][23700/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.437069 +2023-12-03 05:28:32,070 - Epoch: [21][23800/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.437638 +2023-12-03 05:29:27,366 - Epoch: [21][23900/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.438120 +2023-12-03 05:30:25,989 - Epoch: [21][24000/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.438737 +2023-12-03 05:31:24,890 - Epoch: [21][24100/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.439360 +2023-12-03 05:32:12,658 - Epoch: [21][24200/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.439518 +2023-12-03 05:32:52,794 - Epoch: [21][24300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.439361 +2023-12-03 05:33:40,709 - Epoch: [21][24400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.439524 +2023-12-03 05:34:30,255 - Epoch: [21][24500/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.439752 +2023-12-03 05:35:23,735 - Epoch: [21][24600/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440138 +2023-12-03 05:36:05,500 - Epoch: [21][24700/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.440047 +2023-12-03 05:36:45,886 - Epoch: [21][24800/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.439900 +2023-12-03 05:37:30,511 - Epoch: [21][24900/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.439926 +2023-12-03 05:38:16,093 - Epoch: [21][25000/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.439989 +2023-12-03 05:39:10,664 - Epoch: [21][25100/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440410 +2023-12-03 05:39:53,615 - Epoch: [21][25200/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440366 +2023-12-03 05:40:34,386 - Epoch: [21][25300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440237 +2023-12-03 05:41:17,548 - Epoch: [21][25400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440203 +2023-12-03 05:42:00,035 - Epoch: [21][25500/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440142 +2023-12-03 05:42:39,150 - Epoch: [21][25600/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.439950 +2023-12-03 05:43:41,751 - Epoch: [21][25700/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440674 +2023-12-03 05:44:23,791 - Epoch: [21][25800/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440595 +2023-12-03 05:45:04,485 - Epoch: [21][25900/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440465 +2023-12-03 05:45:52,820 - Epoch: [21][26000/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440630 +2023-12-03 05:46:31,711 - Epoch: [21][26100/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440431 +2023-12-03 05:47:21,430 - Epoch: [21][26200/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440648 +2023-12-03 05:48:12,829 - Epoch: [21][26300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.440926 +2023-12-03 05:49:00,811 - Epoch: [21][26400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.441073 +2023-12-03 05:49:39,952 - Epoch: [21][26500/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.440886 +2023-12-03 05:50:27,823 - Epoch: [21][26600/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.441028 +2023-12-03 05:51:10,522 - Epoch: [21][26700/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.440975 +2023-12-03 05:51:51,479 - Epoch: [21][26800/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.440857 +2023-12-03 05:52:42,376 - Epoch: [21][26900/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.441110 +2023-12-03 05:53:23,206 - Epoch: [21][27000/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.440988 +2023-12-03 05:54:02,803 - Epoch: [21][27100/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.440822 +2023-12-03 05:54:52,111 - Epoch: [21][27200/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.441014 +2023-12-03 05:55:43,859 - Epoch: [21][27300/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.441294 +2023-12-03 05:56:34,718 - Epoch: [21][27400/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.441539 +2023-12-03 05:57:18,267 - Epoch: [21][27500/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.441517 +2023-12-03 05:57:59,241 - Epoch: [21][27600/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.441401 +2023-12-03 05:58:56,607 - Epoch: [21][27700/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.441879 +2023-12-03 05:59:43,604 - Epoch: [21][27800/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.441979 +2023-12-03 06:00:34,381 - Epoch: [21][27900/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.442215 +2023-12-03 06:01:23,428 - Epoch: [21][28000/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.442387 +2023-12-03 06:02:01,822 - Epoch: [21][28100/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.442179 +2023-12-03 06:03:01,741 - Epoch: [21][28200/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.442735 +2023-12-03 06:03:49,072 - Epoch: [21][28300/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.442843 +2023-12-03 06:04:36,391 - Epoch: [21][28400/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.442950 +2023-12-03 06:05:22,695 - Epoch: [21][28500/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.443020 +2023-12-03 06:06:03,744 - Epoch: [21][28600/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.442906 +2023-12-03 06:06:50,486 - Epoch: [21][28700/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.442991 +2023-12-03 06:07:36,138 - Epoch: [21][28800/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.443038 +2023-12-03 06:08:26,084 - Epoch: [21][28900/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443233 +2023-12-03 06:09:09,424 - Epoch: [21][29000/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443199 +2023-12-03 06:09:55,006 - Epoch: [21][29100/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443242 +2023-12-03 06:10:39,241 - Epoch: [21][29200/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443238 +2023-12-03 06:11:23,101 - Epoch: [21][29300/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443222 +2023-12-03 06:12:15,440 - Epoch: [21][29400/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443495 +2023-12-03 06:13:03,490 - Epoch: [21][29500/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443620 +2023-12-03 06:13:51,735 - Epoch: [21][29600/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443751 +2023-12-03 06:14:38,401 - Epoch: [21][29700/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.443828 +2023-12-03 06:15:25,924 - Epoch: [21][29800/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.443933 +2023-12-03 06:16:18,875 - Epoch: [21][29900/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444219 +2023-12-03 06:17:01,417 - Epoch: [21][30000/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444156 +2023-12-03 06:17:38,889 - Epoch: [21][30100/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.443925 +2023-12-03 06:18:28,973 - Epoch: [21][30200/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444113 +2023-12-03 06:19:16,260 - Epoch: [21][30300/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444208 +2023-12-03 06:20:01,130 - Epoch: [21][30400/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444223 +2023-12-03 06:20:54,119 - Epoch: [21][30500/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444503 +2023-12-03 06:21:37,500 - Epoch: [21][30600/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444468 +2023-12-03 06:22:19,549 - Epoch: [21][30700/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444390 +2023-12-03 06:23:07,712 - Epoch: [21][30800/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444510 +2023-12-03 06:23:50,071 - Epoch: [21][30900/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444442 +2023-12-03 06:24:41,958 - Epoch: [21][31000/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444682 +2023-12-03 06:25:24,199 - Epoch: [21][31100/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444610 +2023-12-03 06:25:42,726 - Epoch: [21][31148/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.444520 +2023-12-03 06:25:43,712 - --- validate (epoch=21)----------- +2023-12-03 06:25:43,713 - 167951 samples (100 per mini-batch) +2023-12-03 06:26:08,266 - Epoch: [21][ 100/ 1680] Loss 0.000000 Overall Loss 0.009529 +2023-12-03 06:26:28,313 - Epoch: [21][ 200/ 1680] Loss 0.000000 Overall Loss 0.009505 +2023-12-03 06:26:48,298 - Epoch: [21][ 300/ 1680] Loss 0.000000 Overall Loss 0.009467 +2023-12-03 06:27:08,306 - Epoch: [21][ 400/ 1680] Loss 0.000000 Overall Loss 0.009478 +2023-12-03 06:27:28,275 - Epoch: [21][ 500/ 1680] Loss 0.000000 Overall Loss 0.009495 +2023-12-03 06:27:48,347 - Epoch: [21][ 600/ 1680] Loss 0.000000 Overall Loss 0.009494 +2023-12-03 06:28:08,979 - Epoch: [21][ 700/ 1680] Loss 0.000000 Overall Loss 0.009493 +2023-12-03 06:28:28,982 - Epoch: [21][ 800/ 1680] Loss 0.000000 Overall Loss 0.009496 +2023-12-03 06:28:48,948 - Epoch: [21][ 900/ 1680] Loss 0.000000 Overall Loss 0.009499 +2023-12-03 06:29:08,865 - Epoch: [21][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009498 +2023-12-03 06:29:28,947 - Epoch: [21][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009495 +2023-12-03 06:29:48,932 - Epoch: [21][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009493 +2023-12-03 06:30:08,926 - Epoch: [21][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009489 +2023-12-03 06:30:28,901 - Epoch: [21][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009489 +2023-12-03 06:30:48,884 - Epoch: [21][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009485 +2023-12-03 06:31:08,824 - Epoch: [21][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009489 +2023-12-03 06:31:24,768 - Epoch: [21][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009488 +2023-12-03 06:31:25,129 - ==> Overall Loss: 0.009 + +2023-12-03 06:31:25,134 - ==> Best [Overall Loss: 0.009485 on epoch: 20] +2023-12-03 06:31:25,135 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-03 06:31:25,168 - + +2023-12-03 06:31:25,168 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-03 06:32:37,983 - Epoch: [22][ 100/31148] Overall Loss 0.008878 Objective Loss 0.000000 Distill Loss 0.008878 LR 0.000125 Time 0.728063 +2023-12-03 06:33:28,346 - Epoch: [22][ 200/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.615808 +2023-12-03 06:34:17,056 - Epoch: [22][ 300/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.572882 +2023-12-03 06:35:09,708 - Epoch: [22][ 400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.561273 +2023-12-03 06:35:50,666 - Epoch: [22][ 500/31148] Overall Loss 0.008821 Objective Loss 0.000000 Distill Loss 0.008821 LR 0.000125 Time 0.530922 +2023-12-03 06:36:44,744 - Epoch: [22][ 600/31148] Overall Loss 0.008825 Objective Loss 0.000000 Distill Loss 0.008825 LR 0.000125 Time 0.532555 +2023-12-03 06:37:25,328 - Epoch: [22][ 700/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.514441 +2023-12-03 06:38:13,089 - Epoch: [22][ 800/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.509828 +2023-12-03 06:38:55,567 - Epoch: [22][ 900/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.500370 +2023-12-03 06:39:54,572 - Epoch: [22][ 1000/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.509331 +2023-12-03 06:40:42,536 - Epoch: [22][ 1100/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.506625 +2023-12-03 06:41:25,124 - Epoch: [22][ 1200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.499890 +2023-12-03 06:42:02,445 - Epoch: [22][ 1300/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.490140 +2023-12-03 06:42:42,078 - Epoch: [22][ 1400/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.483434 +2023-12-03 06:43:26,896 - Epoch: [22][ 1500/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.481079 +2023-12-03 06:44:08,850 - Epoch: [22][ 1600/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.477228 +2023-12-03 06:44:49,766 - Epoch: [22][ 1700/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.473220 +2023-12-03 06:45:33,652 - Epoch: [22][ 1800/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.471307 +2023-12-03 06:46:29,118 - Epoch: [22][ 1900/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.475690 +2023-12-03 06:47:03,455 - Epoch: [22][ 2000/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.469070 +2023-12-03 06:47:54,582 - Epoch: [22][ 2100/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.471076 +2023-12-03 06:48:48,361 - Epoch: [22][ 2200/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.474105 +2023-12-03 06:49:40,675 - Epoch: [22][ 2300/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.476234 +2023-12-03 06:50:23,996 - Epoch: [22][ 2400/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.474438 +2023-12-03 06:51:16,159 - Epoch: [22][ 2500/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.476323 +2023-12-03 06:51:57,190 - Epoch: [22][ 2600/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.473781 +2023-12-03 06:52:50,169 - Epoch: [22][ 2700/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.475852 +2023-12-03 06:53:33,756 - Epoch: [22][ 2800/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.474422 +2023-12-03 06:54:07,986 - Epoch: [22][ 2900/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.469863 +2023-12-03 06:54:44,091 - Epoch: [22][ 3000/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.466234 +2023-12-03 06:55:35,522 - Epoch: [22][ 3100/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.467783 +2023-12-03 06:56:22,167 - Epoch: [22][ 3200/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.467739 +2023-12-03 06:57:01,952 - Epoch: [22][ 3300/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.465618 +2023-12-03 06:57:45,459 - Epoch: [22][ 3400/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.464718 +2023-12-03 06:58:28,575 - Epoch: [22][ 3500/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.463757 +2023-12-03 06:59:07,000 - Epoch: [22][ 3600/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.461546 +2023-12-03 06:59:58,674 - Epoch: [22][ 3700/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.463036 +2023-12-03 07:00:42,197 - Epoch: [22][ 3800/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.462302 +2023-12-03 07:01:28,097 - Epoch: [22][ 3900/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.462216 +2023-12-03 07:02:10,358 - Epoch: [22][ 4000/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.461224 +2023-12-03 07:02:51,880 - Epoch: [22][ 4100/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.460100 +2023-12-03 07:03:27,113 - Epoch: [22][ 4200/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.457532 +2023-12-03 07:04:20,126 - Epoch: [22][ 4300/31148] Overall Loss 0.008863 Objective Loss 0.000000 Distill Loss 0.008863 LR 0.000125 Time 0.459219 +2023-12-03 07:04:58,436 - Epoch: [22][ 4400/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.457487 +2023-12-03 07:05:32,124 - Epoch: [22][ 4500/31148] Overall Loss 0.008862 Objective Loss 0.000000 Distill Loss 0.008862 LR 0.000125 Time 0.454806 +2023-12-03 07:06:19,609 - Epoch: [22][ 4600/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.455240 +2023-12-03 07:07:05,439 - Epoch: [22][ 4700/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.455303 +2023-12-03 07:07:48,052 - Epoch: [22][ 4800/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.454694 +2023-12-03 07:08:34,690 - Epoch: [22][ 4900/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.454931 +2023-12-03 07:09:17,366 - Epoch: [22][ 5000/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.454366 +2023-12-03 07:09:55,352 - Epoch: [22][ 5100/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.452904 +2023-12-03 07:10:43,641 - Epoch: [22][ 5200/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.453479 +2023-12-03 07:11:26,029 - Epoch: [22][ 5300/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.452919 +2023-12-03 07:12:12,731 - Epoch: [22][ 5400/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.453179 +2023-12-03 07:12:55,474 - Epoch: [22][ 5500/31148] Overall Loss 0.008861 Objective Loss 0.000000 Distill Loss 0.008861 LR 0.000125 Time 0.452709 +2023-12-03 07:13:46,796 - Epoch: [22][ 5600/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.453789 +2023-12-03 07:14:28,563 - Epoch: [22][ 5700/31148] Overall Loss 0.008860 Objective Loss 0.000000 Distill Loss 0.008860 LR 0.000125 Time 0.453154 +2023-12-03 07:15:14,106 - Epoch: [22][ 5800/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.453192 +2023-12-03 07:16:01,232 - Epoch: [22][ 5900/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.453497 +2023-12-03 07:16:45,464 - Epoch: [22][ 6000/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.453309 +2023-12-03 07:17:28,274 - Epoch: [22][ 6100/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.452895 +2023-12-03 07:18:23,639 - Epoch: [22][ 6200/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.454519 +2023-12-03 07:18:56,097 - Epoch: [22][ 6300/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.452455 +2023-12-03 07:19:43,522 - Epoch: [22][ 6400/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.452794 +2023-12-03 07:20:30,031 - Epoch: [22][ 6500/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.452983 +2023-12-03 07:21:08,421 - Epoch: [22][ 6600/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.451935 +2023-12-03 07:21:47,247 - Epoch: [22][ 6700/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.450983 +2023-12-03 07:22:25,052 - Epoch: [22][ 6800/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.449909 +2023-12-03 07:23:07,401 - Epoch: [22][ 6900/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.449526 +2023-12-03 07:23:48,724 - Epoch: [22][ 7000/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.449006 +2023-12-03 07:24:32,669 - Epoch: [22][ 7100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.448870 +2023-12-03 07:25:07,016 - Epoch: [22][ 7200/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.447405 +2023-12-03 07:25:51,723 - Epoch: [22][ 7300/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447400 +2023-12-03 07:26:37,180 - Epoch: [22][ 7400/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447496 +2023-12-03 07:27:12,169 - Epoch: [22][ 7500/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.446193 +2023-12-03 07:27:59,263 - Epoch: [22][ 7600/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446518 +2023-12-03 07:28:40,204 - Epoch: [22][ 7700/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.446035 +2023-12-03 07:29:25,883 - Epoch: [22][ 7800/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.446172 +2023-12-03 07:30:06,714 - Epoch: [22][ 7900/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445692 +2023-12-03 07:30:45,370 - Epoch: [22][ 8000/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444952 +2023-12-03 07:31:38,078 - Epoch: [22][ 8100/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445965 +2023-12-03 07:32:16,975 - Epoch: [22][ 8200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.445269 +2023-12-03 07:33:01,008 - Epoch: [22][ 8300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.445209 +2023-12-03 07:33:46,006 - Epoch: [22][ 8400/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.445265 +2023-12-03 07:34:27,725 - Epoch: [22][ 8500/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444933 +2023-12-03 07:35:11,342 - Epoch: [22][ 8600/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.444831 +2023-12-03 07:35:56,532 - Epoch: [22][ 8700/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444911 +2023-12-03 07:36:37,197 - Epoch: [22][ 8800/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444476 +2023-12-03 07:37:31,331 - Epoch: [22][ 8900/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.445563 +2023-12-03 07:38:16,737 - Epoch: [22][ 9000/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.445657 +2023-12-03 07:38:54,894 - Epoch: [22][ 9100/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444952 +2023-12-03 07:39:34,091 - Epoch: [22][ 9200/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.444375 +2023-12-03 07:40:05,856 - Epoch: [22][ 9300/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.443012 +2023-12-03 07:40:33,534 - Epoch: [22][ 9400/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.441243 +2023-12-03 07:41:01,416 - Epoch: [22][ 9500/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.439533 +2023-12-03 07:41:27,956 - Epoch: [22][ 9600/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.437718 +2023-12-03 07:41:55,832 - Epoch: [22][ 9700/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.436079 +2023-12-03 07:42:22,376 - Epoch: [22][ 9800/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.434338 +2023-12-03 07:42:50,368 - Epoch: [22][ 9900/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.432777 +2023-12-03 07:43:18,230 - Epoch: [22][10000/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.431235 +2023-12-03 07:43:47,548 - Epoch: [22][10100/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.429868 +2023-12-03 07:44:14,849 - Epoch: [22][10200/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.428330 +2023-12-03 07:44:43,095 - Epoch: [22][10300/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.426913 +2023-12-03 07:45:09,375 - Epoch: [22][10400/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.425335 +2023-12-03 07:45:47,552 - Epoch: [22][10500/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.424919 +2023-12-03 07:46:30,808 - Epoch: [22][10600/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.424991 +2023-12-03 07:47:25,582 - Epoch: [22][10700/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.426137 +2023-12-03 07:48:03,062 - Epoch: [22][10800/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.425661 +2023-12-03 07:48:45,658 - Epoch: [22][10900/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.425663 +2023-12-03 07:49:32,910 - Epoch: [22][11000/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.426088 +2023-12-03 07:50:11,747 - Epoch: [22][11100/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.425748 +2023-12-03 07:50:53,707 - Epoch: [22][11200/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.425692 +2023-12-03 07:51:41,893 - Epoch: [22][11300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.426189 +2023-12-03 07:52:33,080 - Epoch: [22][11400/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.426940 +2023-12-03 07:53:20,847 - Epoch: [22][11500/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.427380 +2023-12-03 07:54:02,388 - Epoch: [22][11600/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.427276 +2023-12-03 07:54:52,876 - Epoch: [22][11700/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.427939 +2023-12-03 07:55:43,063 - Epoch: [22][11800/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.428565 +2023-12-03 07:56:40,116 - Epoch: [22][11900/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.429757 +2023-12-03 07:57:27,609 - Epoch: [22][12000/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.430133 +2023-12-03 07:58:17,561 - Epoch: [22][12100/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.430706 +2023-12-03 07:58:59,512 - Epoch: [22][12200/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.430613 +2023-12-03 08:00:01,449 - Epoch: [22][12300/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.432147 +2023-12-03 08:00:51,499 - Epoch: [22][12400/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.432698 +2023-12-03 08:01:45,799 - Epoch: [22][12500/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.433580 +2023-12-03 08:02:41,871 - Epoch: [22][12600/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.434588 +2023-12-03 08:03:32,250 - Epoch: [22][12700/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.435132 +2023-12-03 08:04:17,432 - Epoch: [22][12800/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.435262 +2023-12-03 08:05:06,174 - Epoch: [22][12900/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.435666 +2023-12-03 08:05:46,336 - Epoch: [22][13000/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.435403 +2023-12-03 08:06:41,914 - Epoch: [22][13100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.436322 +2023-12-03 08:07:35,853 - Epoch: [22][13200/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.437102 +2023-12-03 08:08:20,229 - Epoch: [22][13300/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.437151 +2023-12-03 08:09:29,878 - Epoch: [22][13400/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.439085 +2023-12-03 08:10:10,777 - Epoch: [22][13500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.438862 +2023-12-03 08:10:50,598 - Epoch: [22][13600/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.438562 +2023-12-03 08:11:32,484 - Epoch: [22][13700/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.438418 +2023-12-03 08:12:13,136 - Epoch: [22][13800/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.438186 +2023-12-03 08:13:07,468 - Epoch: [22][13900/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.438942 +2023-12-03 08:13:53,436 - Epoch: [22][14000/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.439090 +2023-12-03 08:14:42,076 - Epoch: [22][14100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.439424 +2023-12-03 08:15:29,141 - Epoch: [22][14200/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.439644 +2023-12-03 08:16:08,356 - Epoch: [22][14300/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.439311 +2023-12-03 08:16:47,723 - Epoch: [22][14400/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.438994 +2023-12-03 08:17:31,784 - Epoch: [22][14500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.439004 +2023-12-03 08:18:12,512 - Epoch: [22][14600/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.438787 +2023-12-03 08:18:59,232 - Epoch: [22][14700/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.438979 +2023-12-03 08:19:41,293 - Epoch: [22][14800/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.438855 +2023-12-03 08:20:24,060 - Epoch: [22][14900/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.438779 +2023-12-03 08:21:05,143 - Epoch: [22][15000/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.438593 +2023-12-03 08:21:53,049 - Epoch: [22][15100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.438860 +2023-12-03 08:22:46,835 - Epoch: [22][15200/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.439511 +2023-12-03 08:23:31,328 - Epoch: [22][15300/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.439546 +2023-12-03 08:24:18,178 - Epoch: [22][15400/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.439733 +2023-12-03 08:25:09,418 - Epoch: [22][15500/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.440202 +2023-12-03 08:25:49,177 - Epoch: [22][15600/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.439928 +2023-12-03 08:26:40,440 - Epoch: [22][15700/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.440390 +2023-12-03 08:27:34,969 - Epoch: [22][15800/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.441054 +2023-12-03 08:28:24,278 - Epoch: [22][15900/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.441381 +2023-12-03 08:29:16,192 - Epoch: [22][16000/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.441866 +2023-12-03 08:29:58,820 - Epoch: [22][16100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.441769 +2023-12-03 08:30:38,557 - Epoch: [22][16200/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.441495 +2023-12-03 08:31:30,948 - Epoch: [22][16300/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.442000 +2023-12-03 08:32:22,049 - Epoch: [22][16400/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.442420 +2023-12-03 08:33:12,498 - Epoch: [22][16500/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.442796 +2023-12-03 08:34:02,005 - Epoch: [22][16600/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.443110 +2023-12-03 08:34:52,396 - Epoch: [22][16700/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.443474 +2023-12-03 08:35:47,119 - Epoch: [22][16800/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.444091 +2023-12-03 08:36:30,983 - Epoch: [22][16900/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.444058 +2023-12-03 08:37:08,431 - Epoch: [22][17000/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.443649 +2023-12-03 08:37:53,873 - Epoch: [22][17100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.443711 +2023-12-03 08:38:35,240 - Epoch: [22][17200/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.443536 +2023-12-03 08:39:24,789 - Epoch: [22][17300/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.443836 +2023-12-03 08:40:11,211 - Epoch: [22][17400/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.443953 +2023-12-03 08:41:02,158 - Epoch: [22][17500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.444327 +2023-12-03 08:41:47,480 - Epoch: [22][17600/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.444377 +2023-12-03 08:42:36,629 - Epoch: [22][17700/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.444643 +2023-12-03 08:43:21,733 - Epoch: [22][17800/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.444678 +2023-12-03 08:44:04,550 - Epoch: [22][17900/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.444585 +2023-12-03 08:44:46,287 - Epoch: [22][18000/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.444434 +2023-12-03 08:45:33,148 - Epoch: [22][18100/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.444567 +2023-12-03 08:46:12,945 - Epoch: [22][18200/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.444311 +2023-12-03 08:46:58,233 - Epoch: [22][18300/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.444357 +2023-12-03 08:47:46,357 - Epoch: [22][18400/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.444557 +2023-12-03 08:48:31,411 - Epoch: [22][18500/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.444589 +2023-12-03 08:49:26,068 - Epoch: [22][18600/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445137 +2023-12-03 08:50:13,058 - Epoch: [22][18700/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445269 +2023-12-03 08:50:57,729 - Epoch: [22][18800/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445276 +2023-12-03 08:51:36,097 - Epoch: [22][18900/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.444950 +2023-12-03 08:52:26,424 - Epoch: [22][19000/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445256 +2023-12-03 08:53:07,052 - Epoch: [22][19100/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445052 +2023-12-03 08:54:05,695 - Epoch: [22][19200/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445788 +2023-12-03 08:54:45,122 - Epoch: [22][19300/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.445521 +2023-12-03 08:55:34,381 - Epoch: [22][19400/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.445763 +2023-12-03 08:56:20,414 - Epoch: [22][19500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.445837 +2023-12-03 08:57:00,326 - Epoch: [22][19600/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.445599 +2023-12-03 08:57:45,493 - Epoch: [22][19700/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.445629 +2023-12-03 08:58:44,236 - Epoch: [22][19800/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446345 +2023-12-03 08:59:33,207 - Epoch: [22][19900/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446562 +2023-12-03 09:00:17,559 - Epoch: [22][20000/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.446547 +2023-12-03 09:01:03,931 - Epoch: [22][20100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.446632 +2023-12-03 09:01:51,603 - Epoch: [22][20200/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.446780 +2023-12-03 09:02:31,307 - Epoch: [22][20300/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.446535 +2023-12-03 09:03:13,286 - Epoch: [22][20400/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.446404 +2023-12-03 09:03:54,114 - Epoch: [22][20500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446217 +2023-12-03 09:04:39,808 - Epoch: [22][20600/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446269 +2023-12-03 09:05:21,508 - Epoch: [22][20700/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446127 +2023-12-03 09:06:05,927 - Epoch: [22][20800/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446118 +2023-12-03 09:06:54,561 - Epoch: [22][20900/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446310 +2023-12-03 09:07:38,870 - Epoch: [22][21000/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.446294 +2023-12-03 09:08:21,282 - Epoch: [22][21100/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.446189 +2023-12-03 09:08:57,954 - Epoch: [22][21200/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.445813 +2023-12-03 09:09:46,380 - Epoch: [22][21300/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.445993 +2023-12-03 09:10:22,002 - Epoch: [22][21400/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.445574 +2023-12-03 09:11:14,297 - Epoch: [22][21500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.445933 +2023-12-03 09:11:55,064 - Epoch: [22][21600/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.445756 +2023-12-03 09:12:31,818 - Epoch: [22][21700/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.445395 +2023-12-03 09:13:17,902 - Epoch: [22][21800/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.445466 +2023-12-03 09:14:05,897 - Epoch: [22][21900/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.445623 +2023-12-03 09:14:46,665 - Epoch: [22][22000/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.445450 +2023-12-03 09:15:34,146 - Epoch: [22][22100/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.445582 +2023-12-03 09:16:24,799 - Epoch: [22][22200/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.445857 +2023-12-03 09:17:25,167 - Epoch: [22][22300/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446564 +2023-12-03 09:18:08,763 - Epoch: [22][22400/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446516 +2023-12-03 09:18:49,356 - Epoch: [22][22500/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446336 +2023-12-03 09:19:34,343 - Epoch: [22][22600/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446351 +2023-12-03 09:20:21,718 - Epoch: [22][22700/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446471 +2023-12-03 09:21:00,316 - Epoch: [22][22800/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446206 +2023-12-03 09:21:48,014 - Epoch: [22][22900/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446340 +2023-12-03 09:22:40,866 - Epoch: [22][23000/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446697 +2023-12-03 09:23:30,103 - Epoch: [22][23100/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.446894 +2023-12-03 09:24:19,584 - Epoch: [22][23200/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.447100 +2023-12-03 09:25:04,057 - Epoch: [22][23300/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447090 +2023-12-03 09:25:42,509 - Epoch: [22][23400/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.446822 +2023-12-03 09:26:31,293 - Epoch: [22][23500/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.446996 +2023-12-03 09:27:22,420 - Epoch: [22][23600/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447268 +2023-12-03 09:28:11,753 - Epoch: [22][23700/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447462 +2023-12-03 09:29:04,717 - Epoch: [22][23800/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447807 +2023-12-03 09:29:49,516 - Epoch: [22][23900/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447808 +2023-12-03 09:30:33,924 - Epoch: [22][24000/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447792 +2023-12-03 09:31:21,852 - Epoch: [22][24100/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447922 +2023-12-03 09:32:05,721 - Epoch: [22][24200/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447884 +2023-12-03 09:32:51,425 - Epoch: [22][24300/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447921 +2023-12-03 09:33:37,041 - Epoch: [22][24400/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447955 +2023-12-03 09:34:17,142 - Epoch: [22][24500/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447763 +2023-12-03 09:34:55,552 - Epoch: [22][24600/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447504 +2023-12-03 09:35:33,803 - Epoch: [22][24700/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.447240 +2023-12-03 09:36:30,575 - Epoch: [22][24800/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.447726 +2023-12-03 09:37:29,051 - Epoch: [22][24900/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448276 +2023-12-03 09:38:06,280 - Epoch: [22][25000/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.447972 +2023-12-03 09:38:47,252 - Epoch: [22][25100/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447819 +2023-12-03 09:39:26,873 - Epoch: [22][25200/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.447614 +2023-12-03 09:40:23,618 - Epoch: [22][25300/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.448087 +2023-12-03 09:41:06,722 - Epoch: [22][25400/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.448020 +2023-12-03 09:41:49,648 - Epoch: [22][25500/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.447945 +2023-12-03 09:42:47,836 - Epoch: [22][25600/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448468 +2023-12-03 09:43:32,850 - Epoch: [22][25700/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448475 +2023-12-03 09:44:16,978 - Epoch: [22][25800/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448446 +2023-12-03 09:44:56,898 - Epoch: [22][25900/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448256 +2023-12-03 09:45:42,662 - Epoch: [22][26000/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448292 +2023-12-03 09:46:30,937 - Epoch: [22][26100/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448424 +2023-12-03 09:47:32,725 - Epoch: [22][26200/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.449070 +2023-12-03 09:48:16,133 - Epoch: [22][26300/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.449013 +2023-12-03 09:49:09,486 - Epoch: [22][26400/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.449333 +2023-12-03 09:49:52,384 - Epoch: [22][26500/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.449256 +2023-12-03 09:50:37,838 - Epoch: [22][26600/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.449275 +2023-12-03 09:51:28,677 - Epoch: [22][26700/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.449496 +2023-12-03 09:52:07,535 - Epoch: [22][26800/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.449269 +2023-12-03 09:52:49,387 - Epoch: [22][26900/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.449154 +2023-12-03 09:53:35,547 - Epoch: [22][27000/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.449200 +2023-12-03 09:54:11,258 - Epoch: [22][27100/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448860 +2023-12-03 09:54:55,020 - Epoch: [22][27200/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448818 +2023-12-03 09:55:40,996 - Epoch: [22][27300/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448858 +2023-12-03 09:56:32,652 - Epoch: [22][27400/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.449105 +2023-12-03 09:57:07,523 - Epoch: [22][27500/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448740 +2023-12-03 09:57:55,400 - Epoch: [22][27600/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448848 +2023-12-03 09:58:47,422 - Epoch: [22][27700/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.449106 +2023-12-03 09:59:29,526 - Epoch: [22][27800/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.449004 +2023-12-03 10:00:08,426 - Epoch: [22][27900/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448789 +2023-12-03 10:00:55,992 - Epoch: [22][28000/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448885 +2023-12-03 10:01:37,635 - Epoch: [22][28100/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448769 +2023-12-03 10:02:19,217 - Epoch: [22][28200/31148] Overall Loss 0.008852 Objective Loss 0.000000 Distill Loss 0.008852 LR 0.000125 Time 0.448652 +2023-12-03 10:03:10,093 - Epoch: [22][28300/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448864 +2023-12-03 10:03:50,847 - Epoch: [22][28400/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448718 +2023-12-03 10:04:31,293 - Epoch: [22][28500/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448563 +2023-12-03 10:05:17,312 - Epoch: [22][28600/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448603 +2023-12-03 10:06:04,966 - Epoch: [22][28700/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448700 +2023-12-03 10:06:50,284 - Epoch: [22][28800/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448716 +2023-12-03 10:07:34,273 - Epoch: [22][28900/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448685 +2023-12-03 10:08:16,756 - Epoch: [22][29000/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448602 +2023-12-03 10:09:05,546 - Epoch: [22][29100/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448737 +2023-12-03 10:10:00,727 - Epoch: [22][29200/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.449090 +2023-12-03 10:10:44,894 - Epoch: [22][29300/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.449064 +2023-12-03 10:11:29,944 - Epoch: [22][29400/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.449069 +2023-12-03 10:12:07,148 - Epoch: [22][29500/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448808 +2023-12-03 10:12:50,580 - Epoch: [22][29600/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.448758 +2023-12-03 10:13:33,445 - Epoch: [22][29700/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448690 +2023-12-03 10:14:15,106 - Epoch: [22][29800/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448582 +2023-12-03 10:14:55,955 - Epoch: [22][29900/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448448 +2023-12-03 10:15:34,766 - Epoch: [22][30000/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448247 +2023-12-03 10:16:27,067 - Epoch: [22][30100/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448495 +2023-12-03 10:17:17,131 - Epoch: [22][30200/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448667 +2023-12-03 10:18:14,777 - Epoch: [22][30300/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.449089 +2023-12-03 10:18:58,587 - Epoch: [22][30400/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.449052 +2023-12-03 10:19:37,701 - Epoch: [22][30500/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448862 +2023-12-03 10:20:27,901 - Epoch: [22][30600/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.449036 +2023-12-03 10:21:02,025 - Epoch: [22][30700/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448684 +2023-12-03 10:21:44,296 - Epoch: [22][30800/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.448600 +2023-12-03 10:22:31,012 - Epoch: [22][30900/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.448660 +2023-12-03 10:23:19,807 - Epoch: [22][31000/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.448786 +2023-12-03 10:24:01,614 - Epoch: [22][31100/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.448687 +2023-12-03 10:24:30,323 - Epoch: [22][31148/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.448917 +2023-12-03 10:24:31,362 - --- validate (epoch=22)----------- +2023-12-03 10:24:31,363 - 167951 samples (100 per mini-batch) +2023-12-03 10:24:55,207 - Epoch: [22][ 100/ 1680] Loss 0.000000 Overall Loss 0.009485 +2023-12-03 10:25:15,144 - Epoch: [22][ 200/ 1680] Loss 0.000000 Overall Loss 0.009479 +2023-12-03 10:25:35,157 - Epoch: [22][ 300/ 1680] Loss 0.000000 Overall Loss 0.009474 +2023-12-03 10:25:55,134 - Epoch: [22][ 400/ 1680] Loss 0.000000 Overall Loss 0.009471 +2023-12-03 10:26:15,071 - Epoch: [22][ 500/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 10:26:35,103 - Epoch: [22][ 600/ 1680] Loss 0.000000 Overall Loss 0.009469 +2023-12-03 10:26:55,113 - Epoch: [22][ 700/ 1680] Loss 0.000000 Overall Loss 0.009472 +2023-12-03 10:27:15,129 - Epoch: [22][ 800/ 1680] Loss 0.000000 Overall Loss 0.009474 +2023-12-03 10:27:35,131 - Epoch: [22][ 900/ 1680] Loss 0.000000 Overall Loss 0.009475 +2023-12-03 10:27:55,088 - Epoch: [22][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009474 +2023-12-03 10:28:15,035 - Epoch: [22][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009476 +2023-12-03 10:28:34,986 - Epoch: [22][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 10:28:54,982 - Epoch: [22][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009476 +2023-12-03 10:29:14,894 - Epoch: [22][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009479 +2023-12-03 10:29:34,834 - Epoch: [22][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 10:29:54,804 - Epoch: [22][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009474 +2023-12-03 10:30:10,777 - Epoch: [22][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009474 +2023-12-03 10:30:11,237 - ==> Overall Loss: 0.009 + +2023-12-03 10:30:11,246 - ==> Best [Overall Loss: 0.009474 on epoch: 22] +2023-12-03 10:30:11,246 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-03 10:30:11,304 - + +2023-12-03 10:30:11,305 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-03 10:31:12,797 - Epoch: [23][ 100/31148] Overall Loss 0.008904 Objective Loss 0.000000 Distill Loss 0.008904 LR 0.000125 Time 0.614835 +2023-12-03 10:31:59,627 - Epoch: [23][ 200/31148] Overall Loss 0.008866 Objective Loss 0.000000 Distill Loss 0.008866 LR 0.000125 Time 0.541535 +2023-12-03 10:32:35,865 - Epoch: [23][ 300/31148] Overall Loss 0.008870 Objective Loss 0.000000 Distill Loss 0.008870 LR 0.000125 Time 0.481790 +2023-12-03 10:33:08,662 - Epoch: [23][ 400/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.443317 +2023-12-03 10:33:47,668 - Epoch: [23][ 500/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.432650 +2023-12-03 10:34:40,777 - Epoch: [23][ 600/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.449045 +2023-12-03 10:35:20,287 - Epoch: [23][ 700/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.441330 +2023-12-03 10:36:00,770 - Epoch: [23][ 800/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.436758 +2023-12-03 10:36:40,409 - Epoch: [23][ 900/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.432264 +2023-12-03 10:37:23,295 - Epoch: [23][ 1000/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.431917 +2023-12-03 10:38:02,315 - Epoch: [23][ 1100/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.428117 +2023-12-03 10:38:42,801 - Epoch: [23][ 1200/31148] Overall Loss 0.008823 Objective Loss 0.000000 Distill Loss 0.008823 LR 0.000125 Time 0.426173 +2023-12-03 10:39:28,848 - Epoch: [23][ 1300/31148] Overall Loss 0.008822 Objective Loss 0.000000 Distill Loss 0.008822 LR 0.000125 Time 0.428805 +2023-12-03 10:40:20,084 - Epoch: [23][ 1400/31148] Overall Loss 0.008823 Objective Loss 0.000000 Distill Loss 0.008823 LR 0.000125 Time 0.434768 +2023-12-03 10:41:08,803 - Epoch: [23][ 1500/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.438258 +2023-12-03 10:41:53,915 - Epoch: [23][ 1600/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.439057 +2023-12-03 10:42:43,211 - Epoch: [23][ 1700/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.442223 +2023-12-03 10:43:27,530 - Epoch: [23][ 1800/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.442273 +2023-12-03 10:44:11,691 - Epoch: [23][ 1900/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.442234 +2023-12-03 10:44:47,147 - Epoch: [23][ 2000/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.437847 +2023-12-03 10:45:30,661 - Epoch: [23][ 2100/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.437714 +2023-12-03 10:46:13,174 - Epoch: [23][ 2200/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.437139 +2023-12-03 10:46:51,742 - Epoch: [23][ 2300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.434898 +2023-12-03 10:47:35,270 - Epoch: [23][ 2400/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.434911 +2023-12-03 10:48:17,391 - Epoch: [23][ 2500/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.434360 +2023-12-03 10:48:59,935 - Epoch: [23][ 2600/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.434014 +2023-12-03 10:49:44,254 - Epoch: [23][ 2700/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.434351 +2023-12-03 10:50:23,186 - Epoch: [23][ 2800/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.432740 +2023-12-03 10:51:02,878 - Epoch: [23][ 2900/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.431503 +2023-12-03 10:51:39,337 - Epoch: [23][ 3000/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.429270 +2023-12-03 10:52:33,204 - Epoch: [23][ 3100/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.432796 +2023-12-03 10:53:25,906 - Epoch: [23][ 3200/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.435738 +2023-12-03 10:54:02,109 - Epoch: [23][ 3300/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.433503 +2023-12-03 10:54:40,747 - Epoch: [23][ 3400/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.432114 +2023-12-03 10:55:14,529 - Epoch: [23][ 3500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.429418 +2023-12-03 10:55:54,637 - Epoch: [23][ 3600/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.428629 +2023-12-03 10:56:42,190 - Epoch: [23][ 3700/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.429895 +2023-12-03 10:57:24,856 - Epoch: [23][ 3800/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.429807 +2023-12-03 10:58:04,315 - Epoch: [23][ 3900/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.428902 +2023-12-03 10:58:52,142 - Epoch: [23][ 4000/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.430135 +2023-12-03 10:59:26,615 - Epoch: [23][ 4100/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.428050 +2023-12-03 11:00:07,486 - Epoch: [23][ 4200/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.427587 +2023-12-03 11:00:42,908 - Epoch: [23][ 4300/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.425880 +2023-12-03 11:01:25,232 - Epoch: [23][ 4400/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.425818 +2023-12-03 11:02:02,424 - Epoch: [23][ 4500/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.424618 +2023-12-03 11:02:42,420 - Epoch: [23][ 4600/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.424081 +2023-12-03 11:03:20,869 - Epoch: [23][ 4700/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.423237 +2023-12-03 11:03:58,038 - Epoch: [23][ 4800/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.422162 +2023-12-03 11:04:42,113 - Epoch: [23][ 4900/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.422540 +2023-12-03 11:05:26,828 - Epoch: [23][ 5000/31148] Overall Loss 0.008854 Objective Loss 0.000000 Distill Loss 0.008854 LR 0.000125 Time 0.423030 +2023-12-03 11:06:02,780 - Epoch: [23][ 5100/31148] Overall Loss 0.008853 Objective Loss 0.000000 Distill Loss 0.008853 LR 0.000125 Time 0.421784 +2023-12-03 11:06:44,224 - Epoch: [23][ 5200/31148] Overall Loss 0.008857 Objective Loss 0.000000 Distill Loss 0.008857 LR 0.000125 Time 0.421641 +2023-12-03 11:07:23,935 - Epoch: [23][ 5300/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.421177 +2023-12-03 11:07:59,699 - Epoch: [23][ 5400/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.419999 +2023-12-03 11:08:35,374 - Epoch: [23][ 5500/31148] Overall Loss 0.008859 Objective Loss 0.000000 Distill Loss 0.008859 LR 0.000125 Time 0.418847 +2023-12-03 11:09:15,227 - Epoch: [23][ 5600/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.418483 +2023-12-03 11:09:59,830 - Epoch: [23][ 5700/31148] Overall Loss 0.008858 Objective Loss 0.000000 Distill Loss 0.008858 LR 0.000125 Time 0.418965 +2023-12-03 11:10:42,489 - Epoch: [23][ 5800/31148] Overall Loss 0.008856 Objective Loss 0.000000 Distill Loss 0.008856 LR 0.000125 Time 0.419095 +2023-12-03 11:11:27,658 - Epoch: [23][ 5900/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.419646 +2023-12-03 11:11:58,024 - Epoch: [23][ 6000/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.417712 +2023-12-03 11:12:27,715 - Epoch: [23][ 6100/31148] Overall Loss 0.008855 Objective Loss 0.000000 Distill Loss 0.008855 LR 0.000125 Time 0.415731 +2023-12-03 11:12:57,220 - Epoch: [23][ 6200/31148] Overall Loss 0.008851 Objective Loss 0.000000 Distill Loss 0.008851 LR 0.000125 Time 0.413784 +2023-12-03 11:13:24,862 - Epoch: [23][ 6300/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.411603 +2023-12-03 11:13:52,887 - Epoch: [23][ 6400/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.409550 +2023-12-03 11:14:20,080 - Epoch: [23][ 6500/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.407432 +2023-12-03 11:14:47,275 - Epoch: [23][ 6600/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.405379 +2023-12-03 11:15:14,933 - Epoch: [23][ 6700/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.403456 +2023-12-03 11:15:43,030 - Epoch: [23][ 6800/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.401654 +2023-12-03 11:16:10,678 - Epoch: [23][ 6900/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.399839 +2023-12-03 11:16:37,969 - Epoch: [23][ 7000/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.398025 +2023-12-03 11:17:05,263 - Epoch: [23][ 7100/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.396263 +2023-12-03 11:17:34,297 - Epoch: [23][ 7200/31148] Overall Loss 0.008848 Objective Loss 0.000000 Distill Loss 0.008848 LR 0.000125 Time 0.394791 +2023-12-03 11:18:15,395 - Epoch: [23][ 7300/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.395012 +2023-12-03 11:18:58,431 - Epoch: [23][ 7400/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.395488 +2023-12-03 11:19:41,959 - Epoch: [23][ 7500/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.396018 +2023-12-03 11:20:25,096 - Epoch: [23][ 7600/31148] Overall Loss 0.008850 Objective Loss 0.000000 Distill Loss 0.008850 LR 0.000125 Time 0.396482 +2023-12-03 11:21:10,525 - Epoch: [23][ 7700/31148] Overall Loss 0.008849 Objective Loss 0.000000 Distill Loss 0.008849 LR 0.000125 Time 0.397232 +2023-12-03 11:21:57,983 - Epoch: [23][ 7800/31148] Overall Loss 0.008847 Objective Loss 0.000000 Distill Loss 0.008847 LR 0.000125 Time 0.398223 +2023-12-03 11:23:00,695 - Epoch: [23][ 7900/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.401119 +2023-12-03 11:23:36,327 - Epoch: [23][ 8000/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.400558 +2023-12-03 11:24:36,228 - Epoch: [23][ 8100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.403007 +2023-12-03 11:25:29,022 - Epoch: [23][ 8200/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.404530 +2023-12-03 11:26:19,944 - Epoch: [23][ 8300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.405790 +2023-12-03 11:27:02,908 - Epoch: [23][ 8400/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.406073 +2023-12-03 11:27:40,466 - Epoch: [23][ 8500/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.405714 +2023-12-03 11:28:24,656 - Epoch: [23][ 8600/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.406134 +2023-12-03 11:29:15,027 - Epoch: [23][ 8700/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.407254 +2023-12-03 11:30:03,930 - Epoch: [23][ 8800/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.408183 +2023-12-03 11:30:50,119 - Epoch: [23][ 8900/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.408785 +2023-12-03 11:31:38,721 - Epoch: [23][ 9000/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.409643 +2023-12-03 11:32:30,293 - Epoch: [23][ 9100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.410808 +2023-12-03 11:33:09,451 - Epoch: [23][ 9200/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.410598 +2023-12-03 11:33:55,197 - Epoch: [23][ 9300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.411101 +2023-12-03 11:34:43,573 - Epoch: [23][ 9400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.411873 +2023-12-03 11:35:33,315 - Epoch: [23][ 9500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.412773 +2023-12-03 11:36:32,025 - Epoch: [23][ 9600/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.414588 +2023-12-03 11:37:22,803 - Epoch: [23][ 9700/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.415548 +2023-12-03 11:38:19,123 - Epoch: [23][ 9800/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.417054 +2023-12-03 11:39:08,928 - Epoch: [23][ 9900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.417871 +2023-12-03 11:39:55,305 - Epoch: [23][10000/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.418329 +2023-12-03 11:40:51,648 - Epoch: [23][10100/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.419765 +2023-12-03 11:41:34,271 - Epoch: [23][10200/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.419828 +2023-12-03 11:42:18,556 - Epoch: [23][10300/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.420050 +2023-12-03 11:43:01,121 - Epoch: [23][10400/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.420104 +2023-12-03 11:43:45,591 - Epoch: [23][10500/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.420337 +2023-12-03 11:44:40,425 - Epoch: [23][10600/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.421544 +2023-12-03 11:45:19,441 - Epoch: [23][10700/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.421250 +2023-12-03 11:46:16,295 - Epoch: [23][10800/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.422613 +2023-12-03 11:47:04,261 - Epoch: [23][10900/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.423136 +2023-12-03 11:47:55,741 - Epoch: [23][11000/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.423968 +2023-12-03 11:48:42,273 - Epoch: [23][11100/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.424340 +2023-12-03 11:49:31,469 - Epoch: [23][11200/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.424943 +2023-12-03 11:50:19,904 - Epoch: [23][11300/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.425468 +2023-12-03 11:51:08,715 - Epoch: [23][11400/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.426017 +2023-12-03 11:51:56,261 - Epoch: [23][11500/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.426446 +2023-12-03 11:53:04,441 - Epoch: [23][11600/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.428647 +2023-12-03 11:53:46,775 - Epoch: [23][11700/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.428601 +2023-12-03 11:54:32,008 - Epoch: [23][11800/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.428802 +2023-12-03 11:55:15,599 - Epoch: [23][11900/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.428861 +2023-12-03 11:55:54,399 - Epoch: [23][12000/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.428519 +2023-12-03 11:56:35,197 - Epoch: [23][12100/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.428349 +2023-12-03 11:57:31,887 - Epoch: [23][12200/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.429484 +2023-12-03 11:58:25,397 - Epoch: [23][12300/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.430342 +2023-12-03 11:59:21,008 - Epoch: [23][12400/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.431356 +2023-12-03 12:00:02,234 - Epoch: [23][12500/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.431203 +2023-12-03 12:00:45,079 - Epoch: [23][12600/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.431180 +2023-12-03 12:01:27,707 - Epoch: [23][12700/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.431141 +2023-12-03 12:02:08,351 - Epoch: [23][12800/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.430947 +2023-12-03 12:02:46,593 - Epoch: [23][12900/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.430571 +2023-12-03 12:03:38,768 - Epoch: [23][13000/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.431271 +2023-12-03 12:04:26,907 - Epoch: [23][13100/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.431653 +2023-12-03 12:05:13,761 - Epoch: [23][13200/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.431932 +2023-12-03 12:05:51,807 - Epoch: [23][13300/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.431545 +2023-12-03 12:06:30,771 - Epoch: [23][13400/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.431231 +2023-12-03 12:07:23,243 - Epoch: [23][13500/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.431923 +2023-12-03 12:08:08,193 - Epoch: [23][13600/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.432052 +2023-12-03 12:09:00,897 - Epoch: [23][13700/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.432745 +2023-12-03 12:09:36,269 - Epoch: [23][13800/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.432172 +2023-12-03 12:10:20,596 - Epoch: [23][13900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.432251 +2023-12-03 12:11:03,297 - Epoch: [23][14000/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.432213 +2023-12-03 12:11:49,702 - Epoch: [23][14100/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.432439 +2023-12-03 12:12:46,402 - Epoch: [23][14200/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.433386 +2023-12-03 12:13:41,720 - Epoch: [23][14300/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.434223 +2023-12-03 12:14:25,485 - Epoch: [23][14400/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.434246 +2023-12-03 12:15:05,011 - Epoch: [23][14500/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.433977 +2023-12-03 12:15:44,701 - Epoch: [23][14600/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.433722 +2023-12-03 12:16:36,408 - Epoch: [23][14700/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.434289 +2023-12-03 12:17:18,839 - Epoch: [23][14800/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.434221 +2023-12-03 12:18:01,127 - Epoch: [23][14900/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.434144 +2023-12-03 12:18:49,327 - Epoch: [23][15000/31148] Overall Loss 0.008841 Objective Loss 0.000000 Distill Loss 0.008841 LR 0.000125 Time 0.434463 +2023-12-03 12:19:33,177 - Epoch: [23][15100/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.434489 +2023-12-03 12:20:16,219 - Epoch: [23][15200/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.434462 +2023-12-03 12:21:05,786 - Epoch: [23][15300/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.434862 +2023-12-03 12:21:45,013 - Epoch: [23][15400/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.434585 +2023-12-03 12:22:27,470 - Epoch: [23][15500/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.434519 +2023-12-03 12:23:04,137 - Epoch: [23][15600/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.434084 +2023-12-03 12:23:51,681 - Epoch: [23][15700/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.434347 +2023-12-03 12:24:43,930 - Epoch: [23][15800/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.434904 +2023-12-03 12:25:31,647 - Epoch: [23][15900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.435170 +2023-12-03 12:26:13,799 - Epoch: [23][16000/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.435084 +2023-12-03 12:27:01,419 - Epoch: [23][16100/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.435339 +2023-12-03 12:27:41,678 - Epoch: [23][16200/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.435136 +2023-12-03 12:28:29,404 - Epoch: [23][16300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.435394 +2023-12-03 12:29:20,987 - Epoch: [23][16400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.435884 +2023-12-03 12:30:01,970 - Epoch: [23][16500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.435726 +2023-12-03 12:30:47,102 - Epoch: [23][16600/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.435820 +2023-12-03 12:31:34,631 - Epoch: [23][16700/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.436056 +2023-12-03 12:32:17,598 - Epoch: [23][16800/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.436017 +2023-12-03 12:33:08,601 - Epoch: [23][16900/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.436455 +2023-12-03 12:33:49,929 - Epoch: [23][17000/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.436318 +2023-12-03 12:34:36,511 - Epoch: [23][17100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.436490 +2023-12-03 12:35:17,978 - Epoch: [23][17200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.436363 +2023-12-03 12:36:11,357 - Epoch: [23][17300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.436926 +2023-12-03 12:36:59,157 - Epoch: [23][17400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.437161 +2023-12-03 12:37:48,116 - Epoch: [23][17500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.437460 +2023-12-03 12:38:32,760 - Epoch: [23][17600/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.437511 +2023-12-03 12:39:24,326 - Epoch: [23][17700/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.437952 +2023-12-03 12:40:06,264 - Epoch: [23][17800/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.437847 +2023-12-03 12:40:47,052 - Epoch: [23][17900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.437680 +2023-12-03 12:41:32,847 - Epoch: [23][18000/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.437792 +2023-12-03 12:42:15,562 - Epoch: [23][18100/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.437733 +2023-12-03 12:43:13,139 - Epoch: [23][18200/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.438491 +2023-12-03 12:44:01,445 - Epoch: [23][18300/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.438734 +2023-12-03 12:44:44,229 - Epoch: [23][18400/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.438674 +2023-12-03 12:45:29,824 - Epoch: [23][18500/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.438767 +2023-12-03 12:46:19,328 - Epoch: [23][18600/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.439069 +2023-12-03 12:47:13,648 - Epoch: [23][18700/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.439626 +2023-12-03 12:48:11,424 - Epoch: [23][18800/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.440360 +2023-12-03 12:49:04,239 - Epoch: [23][18900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.440824 +2023-12-03 12:49:47,490 - Epoch: [23][19000/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.440780 +2023-12-03 12:50:28,788 - Epoch: [23][19100/31148] Overall Loss 0.008842 Objective Loss 0.000000 Distill Loss 0.008842 LR 0.000125 Time 0.440634 +2023-12-03 12:51:17,141 - Epoch: [23][19200/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.440857 +2023-12-03 12:52:09,681 - Epoch: [23][19300/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.441295 +2023-12-03 12:52:48,324 - Epoch: [23][19400/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.441012 +2023-12-03 12:53:31,820 - Epoch: [23][19500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.440980 +2023-12-03 12:54:13,551 - Epoch: [23][19600/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.440859 +2023-12-03 12:55:04,135 - Epoch: [23][19700/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441189 +2023-12-03 12:55:44,547 - Epoch: [23][19800/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441001 +2023-12-03 12:56:30,604 - Epoch: [23][19900/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441099 +2023-12-03 12:57:21,889 - Epoch: [23][20000/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441457 +2023-12-03 12:57:58,547 - Epoch: [23][20100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441085 +2023-12-03 12:58:54,580 - Epoch: [23][20200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441675 +2023-12-03 12:59:37,571 - Epoch: [23][20300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.441616 +2023-12-03 13:00:32,233 - Epoch: [23][20400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442131 +2023-12-03 13:01:18,350 - Epoch: [23][20500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442223 +2023-12-03 13:01:54,837 - Epoch: [23][20600/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.441847 +2023-12-03 13:02:38,124 - Epoch: [23][20700/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441804 +2023-12-03 13:03:22,575 - Epoch: [23][20800/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441816 +2023-12-03 13:04:10,505 - Epoch: [23][20900/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441995 +2023-12-03 13:04:46,096 - Epoch: [23][21000/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441585 +2023-12-03 13:05:40,007 - Epoch: [23][21100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442047 +2023-12-03 13:06:31,952 - Epoch: [23][21200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442412 +2023-12-03 13:07:20,429 - Epoch: [23][21300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442610 +2023-12-03 13:08:04,378 - Epoch: [23][21400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442595 +2023-12-03 13:08:56,048 - Epoch: [23][21500/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442940 +2023-12-03 13:09:37,639 - Epoch: [23][21600/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442814 +2023-12-03 13:10:20,849 - Epoch: [23][21700/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442764 +2023-12-03 13:11:00,422 - Epoch: [23][21800/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442548 +2023-12-03 13:11:42,577 - Epoch: [23][21900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442452 +2023-12-03 13:12:28,067 - Epoch: [23][22000/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442508 +2023-12-03 13:13:06,761 - Epoch: [23][22100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442257 +2023-12-03 13:13:48,183 - Epoch: [23][22200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442130 +2023-12-03 13:14:27,813 - Epoch: [23][22300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441924 +2023-12-03 13:15:12,510 - Epoch: [23][22400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441946 +2023-12-03 13:15:54,218 - Epoch: [23][22500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441836 +2023-12-03 13:16:38,289 - Epoch: [23][22600/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.441830 +2023-12-03 13:17:30,604 - Epoch: [23][22700/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442188 +2023-12-03 13:18:14,659 - Epoch: [23][22800/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442181 +2023-12-03 13:19:06,843 - Epoch: [23][22900/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.442528 +2023-12-03 13:20:03,161 - Epoch: [23][23000/31148] Overall Loss 0.008843 Objective Loss 0.000000 Distill Loss 0.008843 LR 0.000125 Time 0.443052 +2023-12-03 13:20:46,592 - Epoch: [23][23100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443014 +2023-12-03 13:21:30,398 - Epoch: [23][23200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442993 +2023-12-03 13:22:17,689 - Epoch: [23][23300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443121 +2023-12-03 13:22:54,632 - Epoch: [23][23400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442806 +2023-12-03 13:23:42,145 - Epoch: [23][23500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442943 +2023-12-03 13:24:20,238 - Epoch: [23][23600/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442680 +2023-12-03 13:25:06,082 - Epoch: [23][23700/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.442746 +2023-12-03 13:25:53,004 - Epoch: [23][23800/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.442857 +2023-12-03 13:26:34,773 - Epoch: [23][23900/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.442751 +2023-12-03 13:27:19,762 - Epoch: [23][24000/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.442781 +2023-12-03 13:28:03,323 - Epoch: [23][24100/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.442751 +2023-12-03 13:28:51,974 - Epoch: [23][24200/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.442931 +2023-12-03 13:29:39,319 - Epoch: [23][24300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443056 +2023-12-03 13:30:28,186 - Epoch: [23][24400/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443243 +2023-12-03 13:31:11,484 - Epoch: [23][24500/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443201 +2023-12-03 13:32:03,718 - Epoch: [23][24600/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443522 +2023-12-03 13:32:49,568 - Epoch: [23][24700/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443583 +2023-12-03 13:33:33,472 - Epoch: [23][24800/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443564 +2023-12-03 13:34:07,002 - Epoch: [23][24900/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443129 +2023-12-03 13:35:04,096 - Epoch: [23][25000/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443640 +2023-12-03 13:35:45,832 - Epoch: [23][25100/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443535 +2023-12-03 13:36:32,714 - Epoch: [23][25200/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443635 +2023-12-03 13:37:15,241 - Epoch: [23][25300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443562 +2023-12-03 13:37:55,290 - Epoch: [23][25400/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443392 +2023-12-03 13:38:46,647 - Epoch: [23][25500/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443667 +2023-12-03 13:39:29,609 - Epoch: [23][25600/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443612 +2023-12-03 13:40:13,337 - Epoch: [23][25700/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443587 +2023-12-03 13:40:52,056 - Epoch: [23][25800/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443368 +2023-12-03 13:41:45,278 - Epoch: [23][25900/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443711 +2023-12-03 13:42:26,292 - Epoch: [23][26000/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443582 +2023-12-03 13:43:05,439 - Epoch: [23][26100/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443382 +2023-12-03 13:43:54,754 - Epoch: [23][26200/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443571 +2023-12-03 13:44:36,317 - Epoch: [23][26300/31148] Overall Loss 0.008844 Objective Loss 0.000000 Distill Loss 0.008844 LR 0.000125 Time 0.443465 +2023-12-03 13:45:17,897 - Epoch: [23][26400/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443360 +2023-12-03 13:46:05,824 - Epoch: [23][26500/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443495 +2023-12-03 13:46:52,726 - Epoch: [23][26600/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443591 +2023-12-03 13:47:41,645 - Epoch: [23][26700/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443761 +2023-12-03 13:48:28,723 - Epoch: [23][26800/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443862 +2023-12-03 13:49:11,297 - Epoch: [23][26900/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443794 +2023-12-03 13:49:53,345 - Epoch: [23][27000/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443708 +2023-12-03 13:50:47,308 - Epoch: [23][27100/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444061 +2023-12-03 13:51:29,605 - Epoch: [23][27200/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443983 +2023-12-03 13:52:14,080 - Epoch: [23][27300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.443986 +2023-12-03 13:53:02,127 - Epoch: [23][27400/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444119 +2023-12-03 13:53:49,575 - Epoch: [23][27500/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444229 +2023-12-03 13:54:40,426 - Epoch: [23][27600/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444462 +2023-12-03 13:55:20,630 - Epoch: [23][27700/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444308 +2023-12-03 13:56:13,789 - Epoch: [23][27800/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444622 +2023-12-03 13:56:54,864 - Epoch: [23][27900/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444500 +2023-12-03 13:57:44,853 - Epoch: [23][28000/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444698 +2023-12-03 13:58:32,420 - Epoch: [23][28100/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444808 +2023-12-03 13:59:20,244 - Epoch: [23][28200/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444926 +2023-12-03 14:00:02,490 - Epoch: [23][28300/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444847 +2023-12-03 14:00:43,251 - Epoch: [23][28400/31148] Overall Loss 0.008845 Objective Loss 0.000000 Distill Loss 0.008845 LR 0.000125 Time 0.444715 +2023-12-03 14:01:29,048 - Epoch: [23][28500/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444762 +2023-12-03 14:02:13,428 - Epoch: [23][28600/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444758 +2023-12-03 14:02:54,397 - Epoch: [23][28700/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444636 +2023-12-03 14:03:43,840 - Epoch: [23][28800/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444808 +2023-12-03 14:04:33,553 - Epoch: [23][28900/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444989 +2023-12-03 14:05:09,893 - Epoch: [23][29000/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444707 +2023-12-03 14:06:00,950 - Epoch: [23][29100/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444933 +2023-12-03 14:06:40,317 - Epoch: [23][29200/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444758 +2023-12-03 14:07:21,968 - Epoch: [23][29300/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444661 +2023-12-03 14:08:12,521 - Epoch: [23][29400/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444868 +2023-12-03 14:08:51,436 - Epoch: [23][29500/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444679 +2023-12-03 14:09:39,870 - Epoch: [23][29600/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444812 +2023-12-03 14:10:27,843 - Epoch: [23][29700/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444930 +2023-12-03 14:11:03,218 - Epoch: [23][29800/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444624 +2023-12-03 14:11:58,031 - Epoch: [23][29900/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.444969 +2023-12-03 14:12:46,955 - Epoch: [23][30000/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445117 +2023-12-03 14:13:33,407 - Epoch: [23][30100/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445181 +2023-12-03 14:14:18,682 - Epoch: [23][30200/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445206 +2023-12-03 14:15:05,085 - Epoch: [23][30300/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445268 +2023-12-03 14:15:53,577 - Epoch: [23][30400/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445398 +2023-12-03 14:16:40,183 - Epoch: [23][30500/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445465 +2023-12-03 14:17:27,520 - Epoch: [23][30600/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445556 +2023-12-03 14:18:11,365 - Epoch: [23][30700/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445533 +2023-12-03 14:18:46,931 - Epoch: [23][30800/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445241 +2023-12-03 14:19:48,781 - Epoch: [23][30900/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445802 +2023-12-03 14:20:34,694 - Epoch: [23][31000/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445844 +2023-12-03 14:21:20,128 - Epoch: [23][31100/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445871 +2023-12-03 14:21:40,073 - Epoch: [23][31148/31148] Overall Loss 0.008846 Objective Loss 0.000000 Distill Loss 0.008846 LR 0.000125 Time 0.445825 +2023-12-03 14:21:40,964 - --- validate (epoch=23)----------- +2023-12-03 14:21:40,964 - 167951 samples (100 per mini-batch) +2023-12-03 14:22:04,464 - Epoch: [23][ 100/ 1680] Loss 0.000000 Overall Loss 0.009412 +2023-12-03 14:22:24,364 - Epoch: [23][ 200/ 1680] Loss 0.000000 Overall Loss 0.009437 +2023-12-03 14:22:44,339 - Epoch: [23][ 300/ 1680] Loss 0.000000 Overall Loss 0.009452 +2023-12-03 14:23:04,349 - Epoch: [23][ 400/ 1680] Loss 0.000000 Overall Loss 0.009470 +2023-12-03 14:23:24,312 - Epoch: [23][ 500/ 1680] Loss 0.000000 Overall Loss 0.009480 +2023-12-03 14:23:44,349 - Epoch: [23][ 600/ 1680] Loss 0.000000 Overall Loss 0.009472 +2023-12-03 14:24:04,344 - Epoch: [23][ 700/ 1680] Loss 0.000000 Overall Loss 0.009474 +2023-12-03 14:24:24,290 - Epoch: [23][ 800/ 1680] Loss 0.000000 Overall Loss 0.009476 +2023-12-03 14:24:44,279 - Epoch: [23][ 900/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 14:25:04,282 - Epoch: [23][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009476 +2023-12-03 14:25:24,229 - Epoch: [23][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009479 +2023-12-03 14:25:44,162 - Epoch: [23][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 14:26:04,049 - Epoch: [23][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 14:26:24,065 - Epoch: [23][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009476 +2023-12-03 14:26:44,036 - Epoch: [23][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 14:27:04,029 - Epoch: [23][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009477 +2023-12-03 14:27:19,960 - Epoch: [23][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009475 +2023-12-03 14:27:20,512 - ==> Overall Loss: 0.009 + +2023-12-03 14:27:20,519 - ==> Best [Overall Loss: 0.009474 on epoch: 22] +2023-12-03 14:27:20,519 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-03 14:27:20,563 - + +2023-12-03 14:27:20,563 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-03 14:28:21,316 - Epoch: [24][ 100/31148] Overall Loss 0.008766 Objective Loss 0.000000 Distill Loss 0.008766 LR 0.000125 Time 0.607432 +2023-12-03 14:29:12,951 - Epoch: [24][ 200/31148] Overall Loss 0.008736 Objective Loss 0.000000 Distill Loss 0.008736 LR 0.000125 Time 0.561854 +2023-12-03 14:29:56,934 - Epoch: [24][ 300/31148] Overall Loss 0.008808 Objective Loss 0.000000 Distill Loss 0.008808 LR 0.000125 Time 0.521155 +2023-12-03 14:30:37,971 - Epoch: [24][ 400/31148] Overall Loss 0.008800 Objective Loss 0.000000 Distill Loss 0.008800 LR 0.000125 Time 0.493437 +2023-12-03 14:31:25,028 - Epoch: [24][ 500/31148] Overall Loss 0.008807 Objective Loss 0.000000 Distill Loss 0.008807 LR 0.000125 Time 0.488849 +2023-12-03 14:32:09,682 - Epoch: [24][ 600/31148] Overall Loss 0.008807 Objective Loss 0.000000 Distill Loss 0.008807 LR 0.000125 Time 0.481786 +2023-12-03 14:32:51,733 - Epoch: [24][ 700/31148] Overall Loss 0.008819 Objective Loss 0.000000 Distill Loss 0.008819 LR 0.000125 Time 0.473021 +2023-12-03 14:33:31,525 - Epoch: [24][ 800/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.463624 +2023-12-03 14:34:15,444 - Epoch: [24][ 900/31148] Overall Loss 0.008823 Objective Loss 0.000000 Distill Loss 0.008823 LR 0.000125 Time 0.460901 +2023-12-03 14:34:55,956 - Epoch: [24][ 1000/31148] Overall Loss 0.008817 Objective Loss 0.000000 Distill Loss 0.008817 LR 0.000125 Time 0.455316 +2023-12-03 14:35:32,587 - Epoch: [24][ 1100/31148] Overall Loss 0.008818 Objective Loss 0.000000 Distill Loss 0.008818 LR 0.000125 Time 0.447218 +2023-12-03 14:36:12,216 - Epoch: [24][ 1200/31148] Overall Loss 0.008813 Objective Loss 0.000000 Distill Loss 0.008813 LR 0.000125 Time 0.442968 +2023-12-03 14:36:56,625 - Epoch: [24][ 1300/31148] Overall Loss 0.008810 Objective Loss 0.000000 Distill Loss 0.008810 LR 0.000125 Time 0.443048 +2023-12-03 14:37:43,867 - Epoch: [24][ 1400/31148] Overall Loss 0.008818 Objective Loss 0.000000 Distill Loss 0.008818 LR 0.000125 Time 0.445141 +2023-12-03 14:38:27,702 - Epoch: [24][ 1500/31148] Overall Loss 0.008816 Objective Loss 0.000000 Distill Loss 0.008816 LR 0.000125 Time 0.444682 +2023-12-03 14:39:10,511 - Epoch: [24][ 1600/31148] Overall Loss 0.008815 Objective Loss 0.000000 Distill Loss 0.008815 LR 0.000125 Time 0.443640 +2023-12-03 14:39:50,662 - Epoch: [24][ 1700/31148] Overall Loss 0.008816 Objective Loss 0.000000 Distill Loss 0.008816 LR 0.000125 Time 0.441156 +2023-12-03 14:40:18,915 - Epoch: [24][ 1800/31148] Overall Loss 0.008819 Objective Loss 0.000000 Distill Loss 0.008819 LR 0.000125 Time 0.432341 +2023-12-03 14:40:46,282 - Epoch: [24][ 1900/31148] Overall Loss 0.008817 Objective Loss 0.000000 Distill Loss 0.008817 LR 0.000125 Time 0.423987 +2023-12-03 14:41:13,871 - Epoch: [24][ 2000/31148] Overall Loss 0.008816 Objective Loss 0.000000 Distill Loss 0.008816 LR 0.000125 Time 0.416580 +2023-12-03 14:41:41,161 - Epoch: [24][ 2100/31148] Overall Loss 0.008818 Objective Loss 0.000000 Distill Loss 0.008818 LR 0.000125 Time 0.409736 +2023-12-03 14:42:08,774 - Epoch: [24][ 2200/31148] Overall Loss 0.008821 Objective Loss 0.000000 Distill Loss 0.008821 LR 0.000125 Time 0.403661 +2023-12-03 14:42:36,134 - Epoch: [24][ 2300/31148] Overall Loss 0.008826 Objective Loss 0.000000 Distill Loss 0.008826 LR 0.000125 Time 0.398004 +2023-12-03 14:43:03,878 - Epoch: [24][ 2400/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.392979 +2023-12-03 14:43:31,104 - Epoch: [24][ 2500/31148] Overall Loss 0.008825 Objective Loss 0.000000 Distill Loss 0.008825 LR 0.000125 Time 0.388148 +2023-12-03 14:43:58,225 - Epoch: [24][ 2600/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.383649 +2023-12-03 14:44:25,166 - Epoch: [24][ 2700/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.379416 +2023-12-03 14:44:52,434 - Epoch: [24][ 2800/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.375603 +2023-12-03 14:45:18,981 - Epoch: [24][ 2900/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.371804 +2023-12-03 14:45:53,205 - Epoch: [24][ 3000/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.370816 +2023-12-03 14:46:39,155 - Epoch: [24][ 3100/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.373674 +2023-12-03 14:47:23,204 - Epoch: [24][ 3200/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.375760 +2023-12-03 14:47:58,730 - Epoch: [24][ 3300/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.375136 +2023-12-03 14:48:52,129 - Epoch: [24][ 3400/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.379807 +2023-12-03 14:49:40,887 - Epoch: [24][ 3500/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.382883 +2023-12-03 14:50:34,066 - Epoch: [24][ 3600/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.387018 +2023-12-03 14:51:13,016 - Epoch: [24][ 3700/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.387083 +2023-12-03 14:51:59,853 - Epoch: [24][ 3800/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.389220 +2023-12-03 14:52:38,972 - Epoch: [24][ 3900/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.389269 +2023-12-03 14:53:27,994 - Epoch: [24][ 4000/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.391790 +2023-12-03 14:54:16,604 - Epoch: [24][ 4100/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.394089 +2023-12-03 14:54:55,291 - Epoch: [24][ 4200/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.393915 +2023-12-03 14:55:44,607 - Epoch: [24][ 4300/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.396221 +2023-12-03 14:56:21,691 - Epoch: [24][ 4400/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.395643 +2023-12-03 14:57:21,071 - Epoch: [24][ 4500/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.400045 +2023-12-03 14:58:10,644 - Epoch: [24][ 4600/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.402123 +2023-12-03 14:58:56,537 - Epoch: [24][ 4700/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.403330 +2023-12-03 14:59:41,464 - Epoch: [24][ 4800/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.404286 +2023-12-03 15:00:23,248 - Epoch: [24][ 4900/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.404561 +2023-12-03 15:01:05,426 - Epoch: [24][ 5000/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.404904 +2023-12-03 15:01:46,347 - Epoch: [24][ 5100/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.404987 +2023-12-03 15:02:37,988 - Epoch: [24][ 5200/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.407128 +2023-12-03 15:03:23,727 - Epoch: [24][ 5300/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.408075 +2023-12-03 15:04:09,273 - Epoch: [24][ 5400/31148] Overall Loss 0.008839 Objective Loss 0.000000 Distill Loss 0.008839 LR 0.000125 Time 0.408951 +2023-12-03 15:05:00,720 - Epoch: [24][ 5500/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.410868 +2023-12-03 15:05:46,680 - Epoch: [24][ 5600/31148] Overall Loss 0.008840 Objective Loss 0.000000 Distill Loss 0.008840 LR 0.000125 Time 0.411737 +2023-12-03 15:06:43,897 - Epoch: [24][ 5700/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.414550 +2023-12-03 15:07:36,338 - Epoch: [24][ 5800/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.416443 +2023-12-03 15:08:25,619 - Epoch: [24][ 5900/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.417736 +2023-12-03 15:09:11,528 - Epoch: [24][ 6000/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.418424 +2023-12-03 15:09:59,356 - Epoch: [24][ 6100/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.419404 +2023-12-03 15:10:47,466 - Epoch: [24][ 6200/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.420398 +2023-12-03 15:11:30,111 - Epoch: [24][ 6300/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.420493 +2023-12-03 15:12:19,007 - Epoch: [24][ 6400/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.421562 +2023-12-03 15:13:13,142 - Epoch: [24][ 6500/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.423403 +2023-12-03 15:13:59,689 - Epoch: [24][ 6600/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.424040 +2023-12-03 15:14:47,011 - Epoch: [24][ 6700/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.424772 +2023-12-03 15:15:29,851 - Epoch: [24][ 6800/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.424825 +2023-12-03 15:16:10,288 - Epoch: [24][ 6900/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.424527 +2023-12-03 15:16:52,686 - Epoch: [24][ 7000/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.424518 +2023-12-03 15:17:33,610 - Epoch: [24][ 7100/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.424302 +2023-12-03 15:18:24,174 - Epoch: [24][ 7200/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.425431 +2023-12-03 15:19:10,472 - Epoch: [24][ 7300/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.425944 +2023-12-03 15:19:57,286 - Epoch: [24][ 7400/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.426513 +2023-12-03 15:20:48,317 - Epoch: [24][ 7500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.427629 +2023-12-03 15:21:38,630 - Epoch: [24][ 7600/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.428622 +2023-12-03 15:22:34,994 - Epoch: [24][ 7700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.430374 +2023-12-03 15:23:19,967 - Epoch: [24][ 7800/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.430621 +2023-12-03 15:23:55,632 - Epoch: [24][ 7900/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.429684 +2023-12-03 15:24:47,891 - Epoch: [24][ 8000/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.430844 +2023-12-03 15:25:30,129 - Epoch: [24][ 8100/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.430739 +2023-12-03 15:26:21,849 - Epoch: [24][ 8200/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.431792 +2023-12-03 15:27:10,979 - Epoch: [24][ 8300/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.432509 +2023-12-03 15:28:03,225 - Epoch: [24][ 8400/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.433578 +2023-12-03 15:28:45,921 - Epoch: [24][ 8500/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.433500 +2023-12-03 15:29:30,653 - Epoch: [24][ 8600/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.433660 +2023-12-03 15:30:33,512 - Epoch: [24][ 8700/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.435899 +2023-12-03 15:31:17,060 - Epoch: [24][ 8800/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.435894 +2023-12-03 15:32:07,687 - Epoch: [24][ 8900/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.436683 +2023-12-03 15:33:04,675 - Epoch: [24][ 9000/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.438163 +2023-12-03 15:33:46,020 - Epoch: [24][ 9100/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.437890 +2023-12-03 15:34:36,478 - Epoch: [24][ 9200/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.438614 +2023-12-03 15:35:17,023 - Epoch: [24][ 9300/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.438257 +2023-12-03 15:36:04,827 - Epoch: [24][ 9400/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.438679 +2023-12-03 15:36:42,393 - Epoch: [24][ 9500/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.438015 +2023-12-03 15:37:23,771 - Epoch: [24][ 9600/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.437762 +2023-12-03 15:38:10,853 - Epoch: [24][ 9700/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.438102 +2023-12-03 15:38:55,866 - Epoch: [24][ 9800/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.438224 +2023-12-03 15:39:47,999 - Epoch: [24][ 9900/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.439063 +2023-12-03 15:40:42,771 - Epoch: [24][10000/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.440148 +2023-12-03 15:41:25,304 - Epoch: [24][10100/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.440001 +2023-12-03 15:42:06,470 - Epoch: [24][10200/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.439722 +2023-12-03 15:42:58,031 - Epoch: [24][10300/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.440458 +2023-12-03 15:43:43,882 - Epoch: [24][10400/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.440631 +2023-12-03 15:44:34,953 - Epoch: [24][10500/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.441298 +2023-12-03 15:45:18,831 - Epoch: [24][10600/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.441274 +2023-12-03 15:46:03,665 - Epoch: [24][10700/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.441339 +2023-12-03 15:46:50,371 - Epoch: [24][10800/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.441576 +2023-12-03 15:47:37,297 - Epoch: [24][10900/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.441830 +2023-12-03 15:48:26,223 - Epoch: [24][11000/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.442260 +2023-12-03 15:49:08,744 - Epoch: [24][11100/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.442106 +2023-12-03 15:49:57,828 - Epoch: [24][11200/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.442540 +2023-12-03 15:50:42,295 - Epoch: [24][11300/31148] Overall Loss 0.008828 Objective Loss 0.000000 Distill Loss 0.008828 LR 0.000125 Time 0.442558 +2023-12-03 15:51:30,205 - Epoch: [24][11400/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.442878 +2023-12-03 15:52:15,294 - Epoch: [24][11500/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.442947 +2023-12-03 15:53:07,516 - Epoch: [24][11600/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.443630 +2023-12-03 15:53:59,887 - Epoch: [24][11700/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.444314 +2023-12-03 15:54:38,061 - Epoch: [24][11800/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.443783 +2023-12-03 15:55:23,680 - Epoch: [24][11900/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.443887 +2023-12-03 15:56:21,472 - Epoch: [24][12000/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.445003 +2023-12-03 15:57:12,275 - Epoch: [24][12100/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.445523 +2023-12-03 15:57:57,370 - Epoch: [24][12200/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.445567 +2023-12-03 15:58:32,890 - Epoch: [24][12300/31148] Overall Loss 0.008829 Objective Loss 0.000000 Distill Loss 0.008829 LR 0.000125 Time 0.444832 +2023-12-03 15:59:08,124 - Epoch: [24][12400/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.444085 +2023-12-03 15:59:50,291 - Epoch: [24][12500/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.443905 +2023-12-03 16:00:34,235 - Epoch: [24][12600/31148] Overall Loss 0.008830 Objective Loss 0.000000 Distill Loss 0.008830 LR 0.000125 Time 0.443870 +2023-12-03 16:01:19,514 - Epoch: [24][12700/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.443939 +2023-12-03 16:02:09,827 - Epoch: [24][12800/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.444401 +2023-12-03 16:02:59,684 - Epoch: [24][12900/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.444820 +2023-12-03 16:03:39,389 - Epoch: [24][13000/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.444452 +2023-12-03 16:04:37,652 - Epoch: [24][13100/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.445507 +2023-12-03 16:05:27,653 - Epoch: [24][13200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.445919 +2023-12-03 16:06:11,645 - Epoch: [24][13300/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.445873 +2023-12-03 16:07:02,581 - Epoch: [24][13400/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.446347 +2023-12-03 16:07:46,868 - Epoch: [24][13500/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.446320 +2023-12-03 16:08:34,525 - Epoch: [24][13600/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.446542 +2023-12-03 16:09:18,024 - Epoch: [24][13700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.446457 +2023-12-03 16:10:03,822 - Epoch: [24][13800/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.446540 +2023-12-03 16:11:00,133 - Epoch: [24][13900/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447378 +2023-12-03 16:11:49,773 - Epoch: [24][14000/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447728 +2023-12-03 16:12:28,262 - Epoch: [24][14100/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447282 +2023-12-03 16:13:15,157 - Epoch: [24][14200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447434 +2023-12-03 16:13:48,205 - Epoch: [24][14300/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.446616 +2023-12-03 16:14:23,754 - Epoch: [24][14400/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.445982 +2023-12-03 16:15:12,469 - Epoch: [24][14500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.446266 +2023-12-03 16:16:01,736 - Epoch: [24][14600/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.446583 +2023-12-03 16:16:37,541 - Epoch: [24][14700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.445980 +2023-12-03 16:17:27,631 - Epoch: [24][14800/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.446351 +2023-12-03 16:18:13,860 - Epoch: [24][14900/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.446457 +2023-12-03 16:18:59,547 - Epoch: [24][15000/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.446526 +2023-12-03 16:19:50,851 - Epoch: [24][15100/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.446966 +2023-12-03 16:20:38,197 - Epoch: [24][15200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447140 +2023-12-03 16:21:23,455 - Epoch: [24][15300/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447175 +2023-12-03 16:22:15,164 - Epoch: [24][15400/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447629 +2023-12-03 16:23:01,307 - Epoch: [24][15500/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447717 +2023-12-03 16:23:41,616 - Epoch: [24][15600/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447431 +2023-12-03 16:24:30,368 - Epoch: [24][15700/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447686 +2023-12-03 16:25:19,636 - Epoch: [24][15800/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447970 +2023-12-03 16:25:59,810 - Epoch: [24][15900/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447679 +2023-12-03 16:26:39,127 - Epoch: [24][16000/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447338 +2023-12-03 16:27:26,862 - Epoch: [24][16100/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447523 +2023-12-03 16:28:15,003 - Epoch: [24][16200/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447732 +2023-12-03 16:28:57,243 - Epoch: [24][16300/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447576 +2023-12-03 16:29:41,685 - Epoch: [24][16400/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447557 +2023-12-03 16:30:37,682 - Epoch: [24][16500/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.448237 +2023-12-03 16:31:26,005 - Epoch: [24][16600/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.448448 +2023-12-03 16:32:01,712 - Epoch: [24][16700/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.447900 +2023-12-03 16:32:55,997 - Epoch: [24][16800/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.448465 +2023-12-03 16:33:47,250 - Epoch: [24][16900/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448844 +2023-12-03 16:34:29,862 - Epoch: [24][17000/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448710 +2023-12-03 16:35:12,706 - Epoch: [24][17100/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.448591 +2023-12-03 16:35:54,566 - Epoch: [24][17200/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.448416 +2023-12-03 16:36:42,670 - Epoch: [24][17300/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448604 +2023-12-03 16:37:34,305 - Epoch: [24][17400/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448993 +2023-12-03 16:38:12,400 - Epoch: [24][17500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448604 +2023-12-03 16:38:56,507 - Epoch: [24][17600/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448560 +2023-12-03 16:39:33,490 - Epoch: [24][17700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448115 +2023-12-03 16:40:16,902 - Epoch: [24][17800/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448036 +2023-12-03 16:40:54,938 - Epoch: [24][17900/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447658 +2023-12-03 16:41:37,172 - Epoch: [24][18000/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447517 +2023-12-03 16:42:15,441 - Epoch: [24][18100/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447158 +2023-12-03 16:43:03,296 - Epoch: [24][18200/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447330 +2023-12-03 16:43:52,621 - Epoch: [24][18300/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447581 +2023-12-03 16:44:37,410 - Epoch: [24][18400/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447582 +2023-12-03 16:45:20,270 - Epoch: [24][18500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447479 +2023-12-03 16:45:59,694 - Epoch: [24][18600/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447192 +2023-12-03 16:46:50,967 - Epoch: [24][18700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447543 +2023-12-03 16:47:30,726 - Epoch: [24][18800/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447276 +2023-12-03 16:48:24,578 - Epoch: [24][18900/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447759 +2023-12-03 16:49:06,731 - Epoch: [24][19000/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447620 +2023-12-03 16:49:51,712 - Epoch: [24][19100/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.447632 +2023-12-03 16:50:38,009 - Epoch: [24][19200/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.447711 +2023-12-03 16:51:32,355 - Epoch: [24][19300/31148] Overall Loss 0.008831 Objective Loss 0.000000 Distill Loss 0.008831 LR 0.000125 Time 0.448207 +2023-12-03 16:52:15,000 - Epoch: [24][19400/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448094 +2023-12-03 16:52:56,837 - Epoch: [24][19500/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447941 +2023-12-03 16:53:32,549 - Epoch: [24][19600/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447478 +2023-12-03 16:54:26,360 - Epoch: [24][19700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447937 +2023-12-03 16:55:07,520 - Epoch: [24][19800/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.447753 +2023-12-03 16:56:03,115 - Epoch: [24][19900/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448297 +2023-12-03 16:56:48,688 - Epoch: [24][20000/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448334 +2023-12-03 16:57:31,988 - Epoch: [24][20100/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448257 +2023-12-03 16:58:15,305 - Epoch: [24][20200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448182 +2023-12-03 16:59:02,972 - Epoch: [24][20300/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448322 +2023-12-03 16:59:41,172 - Epoch: [24][20400/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.447996 +2023-12-03 17:00:31,458 - Epoch: [24][20500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448264 +2023-12-03 17:01:18,327 - Epoch: [24][20600/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448362 +2023-12-03 17:02:04,339 - Epoch: [24][20700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.448419 +2023-12-03 17:02:47,447 - Epoch: [24][20800/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448335 +2023-12-03 17:03:31,858 - Epoch: [24][20900/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448315 +2023-12-03 17:04:19,227 - Epoch: [24][21000/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448435 +2023-12-03 17:04:56,662 - Epoch: [24][21100/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448084 +2023-12-03 17:05:46,536 - Epoch: [24][21200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448322 +2023-12-03 17:06:37,528 - Epoch: [24][21300/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448611 +2023-12-03 17:07:24,319 - Epoch: [24][21400/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.448701 +2023-12-03 17:08:19,075 - Epoch: [24][21500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449161 +2023-12-03 17:09:11,655 - Epoch: [24][21600/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449515 +2023-12-03 17:09:51,877 - Epoch: [24][21700/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449297 +2023-12-03 17:10:36,781 - Epoch: [24][21800/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449295 +2023-12-03 17:11:21,415 - Epoch: [24][21900/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449281 +2023-12-03 17:12:09,129 - Epoch: [24][22000/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.449408 +2023-12-03 17:12:57,974 - Epoch: [24][22100/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.449584 +2023-12-03 17:13:37,729 - Epoch: [24][22200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449349 +2023-12-03 17:14:27,533 - Epoch: [24][22300/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449567 +2023-12-03 17:15:08,816 - Epoch: [24][22400/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.449403 +2023-12-03 17:15:51,297 - Epoch: [24][22500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449293 +2023-12-03 17:16:39,951 - Epoch: [24][22600/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.449458 +2023-12-03 17:17:15,349 - Epoch: [24][22700/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.449037 +2023-12-03 17:18:01,530 - Epoch: [24][22800/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.449093 +2023-12-03 17:18:51,216 - Epoch: [24][22900/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.449301 +2023-12-03 17:19:35,820 - Epoch: [24][23000/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.449286 +2023-12-03 17:20:15,838 - Epoch: [24][23100/31148] Overall Loss 0.008832 Objective Loss 0.000000 Distill Loss 0.008832 LR 0.000125 Time 0.449074 +2023-12-03 17:21:13,746 - Epoch: [24][23200/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449634 +2023-12-03 17:22:00,622 - Epoch: [24][23300/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449715 +2023-12-03 17:22:48,727 - Epoch: [24][23400/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449849 +2023-12-03 17:23:37,906 - Epoch: [24][23500/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.450027 +2023-12-03 17:24:19,869 - Epoch: [24][23600/31148] Overall Loss 0.008833 Objective Loss 0.000000 Distill Loss 0.008833 LR 0.000125 Time 0.449898 +2023-12-03 17:25:08,873 - Epoch: [24][23700/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.450067 +2023-12-03 17:25:54,891 - Epoch: [24][23800/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.450109 +2023-12-03 17:26:40,188 - Epoch: [24][23900/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.450121 +2023-12-03 17:27:24,631 - Epoch: [24][24000/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450097 +2023-12-03 17:28:05,120 - Epoch: [24][24100/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449909 +2023-12-03 17:28:52,241 - Epoch: [24][24200/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449997 +2023-12-03 17:29:40,232 - Epoch: [24][24300/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450120 +2023-12-03 17:30:27,249 - Epoch: [24][24400/31148] Overall Loss 0.008834 Objective Loss 0.000000 Distill Loss 0.008834 LR 0.000125 Time 0.450201 +2023-12-03 17:31:13,118 - Epoch: [24][24500/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450236 +2023-12-03 17:31:59,337 - Epoch: [24][24600/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450284 +2023-12-03 17:32:42,411 - Epoch: [24][24700/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450205 +2023-12-03 17:33:29,443 - Epoch: [24][24800/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450286 +2023-12-03 17:34:15,554 - Epoch: [24][24900/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450329 +2023-12-03 17:34:54,125 - Epoch: [24][25000/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450070 +2023-12-03 17:35:52,215 - Epoch: [24][25100/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450591 +2023-12-03 17:36:39,642 - Epoch: [24][25200/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450685 +2023-12-03 17:37:22,492 - Epoch: [24][25300/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450597 +2023-12-03 17:38:10,738 - Epoch: [24][25400/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450722 +2023-12-03 17:38:54,373 - Epoch: [24][25500/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450665 +2023-12-03 17:39:36,497 - Epoch: [24][25600/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450550 +2023-12-03 17:40:21,211 - Epoch: [24][25700/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450536 +2023-12-03 17:41:12,316 - Epoch: [24][25800/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450771 +2023-12-03 17:41:56,180 - Epoch: [24][25900/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450724 +2023-12-03 17:42:51,880 - Epoch: [24][26000/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.451132 +2023-12-03 17:43:28,906 - Epoch: [24][26100/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450822 +2023-12-03 17:44:09,214 - Epoch: [24][26200/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450639 +2023-12-03 17:44:46,717 - Epoch: [24][26300/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450352 +2023-12-03 17:45:20,385 - Epoch: [24][26400/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449921 +2023-12-03 17:46:05,153 - Epoch: [24][26500/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449912 +2023-12-03 17:46:40,191 - Epoch: [24][26600/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449537 +2023-12-03 17:47:25,188 - Epoch: [24][26700/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449539 +2023-12-03 17:48:11,224 - Epoch: [24][26800/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.449579 +2023-12-03 17:48:48,667 - Epoch: [24][26900/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.449299 +2023-12-03 17:49:34,038 - Epoch: [24][27000/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449315 +2023-12-03 17:50:25,485 - Epoch: [24][27100/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449556 +2023-12-03 17:51:09,626 - Epoch: [24][27200/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449525 +2023-12-03 17:52:00,493 - Epoch: [24][27300/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.449742 +2023-12-03 17:52:55,463 - Epoch: [24][27400/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450106 +2023-12-03 17:53:51,239 - Epoch: [24][27500/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450497 +2023-12-03 17:54:39,713 - Epoch: [24][27600/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450621 +2023-12-03 17:55:24,374 - Epoch: [24][27700/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450606 +2023-12-03 17:56:08,701 - Epoch: [24][27800/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450580 +2023-12-03 17:56:53,648 - Epoch: [24][27900/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450576 +2023-12-03 17:57:40,535 - Epoch: [24][28000/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450641 +2023-12-03 17:58:29,672 - Epoch: [24][28100/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450785 +2023-12-03 17:59:14,624 - Epoch: [24][28200/31148] Overall Loss 0.008835 Objective Loss 0.000000 Distill Loss 0.008835 LR 0.000125 Time 0.450781 +2023-12-03 17:59:58,754 - Epoch: [24][28300/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450747 +2023-12-03 18:00:48,033 - Epoch: [24][28400/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450895 +2023-12-03 18:01:32,037 - Epoch: [24][28500/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.450856 +2023-12-03 18:02:22,837 - Epoch: [24][28600/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451056 +2023-12-03 18:03:10,296 - Epoch: [24][28700/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451138 +2023-12-03 18:03:55,806 - Epoch: [24][28800/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451151 +2023-12-03 18:04:47,801 - Epoch: [24][28900/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451389 +2023-12-03 18:05:30,274 - Epoch: [24][29000/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451297 +2023-12-03 18:06:22,015 - Epoch: [24][29100/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451524 +2023-12-03 18:07:00,582 - Epoch: [24][29200/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451298 +2023-12-03 18:07:38,170 - Epoch: [24][29300/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451040 +2023-12-03 18:08:22,273 - Epoch: [24][29400/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451006 +2023-12-03 18:09:09,718 - Epoch: [24][29500/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.451085 +2023-12-03 18:09:50,852 - Epoch: [24][29600/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450951 +2023-12-03 18:10:35,636 - Epoch: [24][29700/31148] Overall Loss 0.008836 Objective Loss 0.000000 Distill Loss 0.008836 LR 0.000125 Time 0.450940 +2023-12-03 18:11:10,157 - Epoch: [24][29800/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.450585 +2023-12-03 18:11:40,972 - Epoch: [24][29900/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.450109 +2023-12-03 18:12:08,991 - Epoch: [24][30000/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.449542 +2023-12-03 18:12:37,468 - Epoch: [24][30100/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.448994 +2023-12-03 18:13:07,342 - Epoch: [24][30200/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.448497 +2023-12-03 18:13:35,656 - Epoch: [24][30300/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.447951 +2023-12-03 18:14:04,084 - Epoch: [24][30400/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.447412 +2023-12-03 18:14:31,371 - Epoch: [24][30500/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.446840 +2023-12-03 18:14:59,196 - Epoch: [24][30600/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.446289 +2023-12-03 18:15:28,945 - Epoch: [24][30700/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.445804 +2023-12-03 18:15:56,935 - Epoch: [24][30800/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.445265 +2023-12-03 18:16:24,206 - Epoch: [24][30900/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.444707 +2023-12-03 18:16:58,839 - Epoch: [24][31000/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.444389 +2023-12-03 18:17:46,394 - Epoch: [24][31100/31148] Overall Loss 0.008837 Objective Loss 0.000000 Distill Loss 0.008837 LR 0.000125 Time 0.444489 +2023-12-03 18:18:03,317 - Epoch: [24][31148/31148] Overall Loss 0.008838 Objective Loss 0.000000 Distill Loss 0.008838 LR 0.000125 Time 0.444347 +2023-12-03 18:18:04,264 - --- validate (epoch=24)----------- +2023-12-03 18:18:04,264 - 167951 samples (100 per mini-batch) +2023-12-03 18:18:27,485 - Epoch: [24][ 100/ 1680] Loss 0.000000 Overall Loss 0.009441 +2023-12-03 18:18:47,527 - Epoch: [24][ 200/ 1680] Loss 0.000000 Overall Loss 0.009449 +2023-12-03 18:19:07,515 - Epoch: [24][ 300/ 1680] Loss 0.000000 Overall Loss 0.009470 +2023-12-03 18:19:27,450 - Epoch: [24][ 400/ 1680] Loss 0.000000 Overall Loss 0.009463 +2023-12-03 18:19:47,357 - Epoch: [24][ 500/ 1680] Loss 0.000000 Overall Loss 0.009485 +2023-12-03 18:20:07,338 - Epoch: [24][ 600/ 1680] Loss 0.000000 Overall Loss 0.009487 +2023-12-03 18:20:27,325 - Epoch: [24][ 700/ 1680] Loss 0.000000 Overall Loss 0.009492 +2023-12-03 18:20:47,318 - Epoch: [24][ 800/ 1680] Loss 0.000000 Overall Loss 0.009488 +2023-12-03 18:21:07,327 - Epoch: [24][ 900/ 1680] Loss 0.000000 Overall Loss 0.009486 +2023-12-03 18:21:27,311 - Epoch: [24][ 1000/ 1680] Loss 0.000000 Overall Loss 0.009482 +2023-12-03 18:21:47,296 - Epoch: [24][ 1100/ 1680] Loss 0.000000 Overall Loss 0.009479 +2023-12-03 18:22:07,317 - Epoch: [24][ 1200/ 1680] Loss 0.000000 Overall Loss 0.009480 +2023-12-03 18:22:27,255 - Epoch: [24][ 1300/ 1680] Loss 0.000000 Overall Loss 0.009480 +2023-12-03 18:22:47,222 - Epoch: [24][ 1400/ 1680] Loss 0.000000 Overall Loss 0.009483 +2023-12-03 18:23:07,251 - Epoch: [24][ 1500/ 1680] Loss 0.000000 Overall Loss 0.009480 +2023-12-03 18:23:27,295 - Epoch: [24][ 1600/ 1680] Loss 0.000000 Overall Loss 0.009478 +2023-12-03 18:23:43,329 - Epoch: [24][ 1680/ 1680] Loss 0.000000 Overall Loss 0.009476 +2023-12-03 18:23:43,893 - ==> Overall Loss: 0.009 + +2023-12-03 18:23:43,902 - ==> Best [Overall Loss: 0.009474 on epoch: 22] +2023-12-03 18:23:43,902 - Saving checkpoint to: logs/2023.11.30-015335/checkpoint.pth.tar +2023-12-03 18:23:43,951 - + +2023-12-03 18:23:43,952 - Initiating quantization aware training (QAT)... +2023-12-03 18:23:44,037 - + +2023-12-03 18:23:44,037 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-03 18:24:52,304 - Epoch: [25][ 100/31148] Overall Loss 0.013104 Objective Loss 0.000000 Distill Loss 0.013104 LR 0.000063 Time 0.682575 +2023-12-03 18:25:46,614 - Epoch: [25][ 200/31148] Overall Loss 0.012094 Objective Loss 0.000000 Distill Loss 0.012094 LR 0.000063 Time 0.612797 +2023-12-03 18:26:25,631 - Epoch: [25][ 300/31148] Overall Loss 0.011723 Objective Loss 0.000000 Distill Loss 0.011723 LR 0.000063 Time 0.538565 +2023-12-03 18:27:10,028 - Epoch: [25][ 400/31148] Overall Loss 0.011451 Objective Loss 0.000000 Distill Loss 0.011451 LR 0.000063 Time 0.514897 +2023-12-03 18:27:56,321 - Epoch: [25][ 500/31148] Overall Loss 0.011286 Objective Loss 0.000000 Distill Loss 0.011286 LR 0.000063 Time 0.504487 +2023-12-03 18:28:31,934 - Epoch: [25][ 600/31148] Overall Loss 0.011156 Objective Loss 0.000000 Distill Loss 0.011156 LR 0.000063 Time 0.479749 +2023-12-03 18:29:20,831 - Epoch: [25][ 700/31148] Overall Loss 0.011069 Objective Loss 0.000000 Distill Loss 0.011069 LR 0.000063 Time 0.481055 +2023-12-03 18:29:55,916 - Epoch: [25][ 800/31148] Overall Loss 0.011001 Objective Loss 0.000000 Distill Loss 0.011001 LR 0.000063 Time 0.464771 +2023-12-03 18:30:36,705 - Epoch: [25][ 900/31148] Overall Loss 0.010922 Objective Loss 0.000000 Distill Loss 0.010922 LR 0.000063 Time 0.458442 +2023-12-03 18:31:15,565 - Epoch: [25][ 1000/31148] Overall Loss 0.010850 Objective Loss 0.000000 Distill Loss 0.010850 LR 0.000063 Time 0.451450 +2023-12-03 18:31:58,406 - Epoch: [25][ 1100/31148] Overall Loss 0.010810 Objective Loss 0.000000 Distill Loss 0.010810 LR 0.000063 Time 0.449349 +2023-12-03 18:32:40,061 - Epoch: [25][ 1200/31148] Overall Loss 0.010764 Objective Loss 0.000000 Distill Loss 0.010764 LR 0.000063 Time 0.446609 +2023-12-03 18:33:27,187 - Epoch: [25][ 1300/31148] Overall Loss 0.010735 Objective Loss 0.000000 Distill Loss 0.010735 LR 0.000063 Time 0.448499 +2023-12-03 18:34:13,296 - Epoch: [25][ 1400/31148] Overall Loss 0.010715 Objective Loss 0.000000 Distill Loss 0.010715 LR 0.000063 Time 0.449393 +2023-12-03 18:35:00,852 - Epoch: [25][ 1500/31148] Overall Loss 0.010693 Objective Loss 0.000000 Distill Loss 0.010693 LR 0.000063 Time 0.451133 +2023-12-03 18:35:42,520 - Epoch: [25][ 1600/31148] Overall Loss 0.010675 Objective Loss 0.000000 Distill Loss 0.010675 LR 0.000063 Time 0.448975 +2023-12-03 18:36:18,899 - Epoch: [25][ 1700/31148] Overall Loss 0.010651 Objective Loss 0.000000 Distill Loss 0.010651 LR 0.000063 Time 0.443959 +2023-12-03 18:37:03,096 - Epoch: [25][ 1800/31148] Overall Loss 0.010633 Objective Loss 0.000000 Distill Loss 0.010633 LR 0.000063 Time 0.443844 +2023-12-03 18:37:47,929 - Epoch: [25][ 1900/31148] Overall Loss 0.010621 Objective Loss 0.000000 Distill Loss 0.010621 LR 0.000063 Time 0.444076 +2023-12-03 18:38:44,933 - Epoch: [25][ 2000/31148] Overall Loss 0.010604 Objective Loss 0.000000 Distill Loss 0.010604 LR 0.000063 Time 0.450371 +2023-12-03 18:39:32,051 - Epoch: [25][ 2100/31148] Overall Loss 0.010595 Objective Loss 0.000000 Distill Loss 0.010595 LR 0.000063 Time 0.451358 +2023-12-03 18:40:21,480 - Epoch: [25][ 2200/31148] Overall Loss 0.010580 Objective Loss 0.000000 Distill Loss 0.010580 LR 0.000063 Time 0.453306 +2023-12-03 18:41:09,286 - Epoch: [25][ 2300/31148] Overall Loss 0.010573 Objective Loss 0.000000 Distill Loss 0.010573 LR 0.000063 Time 0.454379 +2023-12-03 18:41:54,702 - Epoch: [25][ 2400/31148] Overall Loss 0.010566 Objective Loss 0.000000 Distill Loss 0.010566 LR 0.000063 Time 0.454365 +2023-12-03 18:42:34,638 - Epoch: [25][ 2500/31148] Overall Loss 0.010559 Objective Loss 0.000000 Distill Loss 0.010559 LR 0.000063 Time 0.452162 +2023-12-03 18:43:25,446 - Epoch: [25][ 2600/31148] Overall Loss 0.010552 Objective Loss 0.000000 Distill Loss 0.010552 LR 0.000063 Time 0.454310 +2023-12-03 18:43:59,607 - Epoch: [25][ 2700/31148] Overall Loss 0.010545 Objective Loss 0.000000 Distill Loss 0.010545 LR 0.000063 Time 0.450133 +2023-12-03 18:44:58,629 - Epoch: [25][ 2800/31148] Overall Loss 0.010533 Objective Loss 0.000000 Distill Loss 0.010533 LR 0.000063 Time 0.455134 +2023-12-03 18:45:48,476 - Epoch: [25][ 2900/31148] Overall Loss 0.010524 Objective Loss 0.000000 Distill Loss 0.010524 LR 0.000063 Time 0.456625 +2023-12-03 18:46:32,906 - Epoch: [25][ 3000/31148] Overall Loss 0.010517 Objective Loss 0.000000 Distill Loss 0.010517 LR 0.000063 Time 0.456212 +2023-12-03 18:47:17,506 - Epoch: [25][ 3100/31148] Overall Loss 0.010507 Objective Loss 0.000000 Distill Loss 0.010507 LR 0.000063 Time 0.455880 +2023-12-03 18:48:01,412 - Epoch: [25][ 3200/31148] Overall Loss 0.010505 Objective Loss 0.000000 Distill Loss 0.010505 LR 0.000063 Time 0.455352 +2023-12-03 18:48:46,269 - Epoch: [25][ 3300/31148] Overall Loss 0.010497 Objective Loss 0.000000 Distill Loss 0.010497 LR 0.000063 Time 0.455144 +2023-12-03 18:49:33,393 - Epoch: [25][ 3400/31148] Overall Loss 0.010494 Objective Loss 0.000000 Distill Loss 0.010494 LR 0.000063 Time 0.455615 +2023-12-03 18:50:19,488 - Epoch: [25][ 3500/31148] Overall Loss 0.010489 Objective Loss 0.000000 Distill Loss 0.010489 LR 0.000063 Time 0.455764 +2023-12-03 18:51:04,213 - Epoch: [25][ 3600/31148] Overall Loss 0.010488 Objective Loss 0.000000 Distill Loss 0.010488 LR 0.000063 Time 0.455526 +2023-12-03 18:51:57,411 - Epoch: [25][ 3700/31148] Overall Loss 0.010482 Objective Loss 0.000000 Distill Loss 0.010482 LR 0.000063 Time 0.457590 +2023-12-03 18:52:37,470 - Epoch: [25][ 3800/31148] Overall Loss 0.010478 Objective Loss 0.000000 Distill Loss 0.010478 LR 0.000063 Time 0.456088 +2023-12-03 18:53:20,722 - Epoch: [25][ 3900/31148] Overall Loss 0.010473 Objective Loss 0.000000 Distill Loss 0.010473 LR 0.000063 Time 0.455482 +2023-12-03 18:54:05,119 - Epoch: [25][ 4000/31148] Overall Loss 0.010468 Objective Loss 0.000000 Distill Loss 0.010468 LR 0.000063 Time 0.455192 +2023-12-03 18:55:01,655 - Epoch: [25][ 4100/31148] Overall Loss 0.010462 Objective Loss 0.000000 Distill Loss 0.010462 LR 0.000063 Time 0.457877 +2023-12-03 18:55:48,973 - Epoch: [25][ 4200/31148] Overall Loss 0.010459 Objective Loss 0.000000 Distill Loss 0.010459 LR 0.000063 Time 0.458240 +2023-12-03 18:56:35,526 - Epoch: [25][ 4300/31148] Overall Loss 0.010458 Objective Loss 0.000000 Distill Loss 0.010458 LR 0.000063 Time 0.458407 +2023-12-03 18:57:23,073 - Epoch: [25][ 4400/31148] Overall Loss 0.010454 Objective Loss 0.000000 Distill Loss 0.010454 LR 0.000063 Time 0.458794 +2023-12-03 18:58:08,635 - Epoch: [25][ 4500/31148] Overall Loss 0.010449 Objective Loss 0.000000 Distill Loss 0.010449 LR 0.000063 Time 0.458721 +2023-12-03 18:58:52,998 - Epoch: [25][ 4600/31148] Overall Loss 0.010445 Objective Loss 0.000000 Distill Loss 0.010445 LR 0.000063 Time 0.458392 +2023-12-03 18:59:35,983 - Epoch: [25][ 4700/31148] Overall Loss 0.010440 Objective Loss 0.000000 Distill Loss 0.010440 LR 0.000063 Time 0.457783 +2023-12-03 19:00:23,647 - Epoch: [25][ 4800/31148] Overall Loss 0.010437 Objective Loss 0.000000 Distill Loss 0.010437 LR 0.000063 Time 0.458174 +2023-12-03 19:01:11,329 - Epoch: [25][ 4900/31148] Overall Loss 0.010432 Objective Loss 0.000000 Distill Loss 0.010432 LR 0.000063 Time 0.458553 +2023-12-03 19:01:57,375 - Epoch: [25][ 5000/31148] Overall Loss 0.010431 Objective Loss 0.000000 Distill Loss 0.010431 LR 0.000063 Time 0.458590 +2023-12-03 19:02:48,260 - Epoch: [25][ 5100/31148] Overall Loss 0.010429 Objective Loss 0.000000 Distill Loss 0.010429 LR 0.000063 Time 0.459574 +2023-12-03 19:03:35,906 - Epoch: [25][ 5200/31148] Overall Loss 0.010429 Objective Loss 0.000000 Distill Loss 0.010429 LR 0.000063 Time 0.459897 +2023-12-03 19:04:19,643 - Epoch: [25][ 5300/31148] Overall Loss 0.010426 Objective Loss 0.000000 Distill Loss 0.010426 LR 0.000063 Time 0.459471 +2023-12-03 19:05:08,217 - Epoch: [25][ 5400/31148] Overall Loss 0.010426 Objective Loss 0.000000 Distill Loss 0.010426 LR 0.000063 Time 0.459956 +2023-12-03 19:05:53,604 - Epoch: [25][ 5500/31148] Overall Loss 0.010424 Objective Loss 0.000000 Distill Loss 0.010424 LR 0.000063 Time 0.459844 +2023-12-03 19:06:35,883 - Epoch: [25][ 5600/31148] Overall Loss 0.010420 Objective Loss 0.000000 Distill Loss 0.010420 LR 0.000063 Time 0.459181 +2023-12-03 19:07:17,131 - Epoch: [25][ 5700/31148] Overall Loss 0.010418 Objective Loss 0.000000 Distill Loss 0.010418 LR 0.000063 Time 0.458360 +2023-12-03 19:08:00,249 - Epoch: [25][ 5800/31148] Overall Loss 0.010413 Objective Loss 0.000000 Distill Loss 0.010413 LR 0.000063 Time 0.457890 +2023-12-03 19:08:45,895 - Epoch: [25][ 5900/31148] Overall Loss 0.010411 Objective Loss 0.000000 Distill Loss 0.010411 LR 0.000063 Time 0.457865 +2023-12-03 19:09:30,655 - Epoch: [25][ 6000/31148] Overall Loss 0.010407 Objective Loss 0.000000 Distill Loss 0.010407 LR 0.000063 Time 0.457692 +2023-12-03 19:10:19,417 - Epoch: [25][ 6100/31148] Overall Loss 0.010406 Objective Loss 0.000000 Distill Loss 0.010406 LR 0.000063 Time 0.458182 +2023-12-03 19:11:11,586 - Epoch: [25][ 6200/31148] Overall Loss 0.010402 Objective Loss 0.000000 Distill Loss 0.010402 LR 0.000063 Time 0.459205 +2023-12-03 19:12:00,598 - Epoch: [25][ 6300/31148] Overall Loss 0.010400 Objective Loss 0.000000 Distill Loss 0.010400 LR 0.000063 Time 0.459694 +2023-12-03 19:12:51,430 - Epoch: [25][ 6400/31148] Overall Loss 0.010398 Objective Loss 0.000000 Distill Loss 0.010398 LR 0.000063 Time 0.460453 +2023-12-03 19:13:45,898 - Epoch: [25][ 6500/31148] Overall Loss 0.010395 Objective Loss 0.000000 Distill Loss 0.010395 LR 0.000063 Time 0.461747 +2023-12-03 19:14:26,528 - Epoch: [25][ 6600/31148] Overall Loss 0.010391 Objective Loss 0.000000 Distill Loss 0.010391 LR 0.000063 Time 0.460906 +2023-12-03 19:15:10,515 - Epoch: [25][ 6700/31148] Overall Loss 0.010390 Objective Loss 0.000000 Distill Loss 0.010390 LR 0.000063 Time 0.460591 +2023-12-03 19:15:52,538 - Epoch: [25][ 6800/31148] Overall Loss 0.010389 Objective Loss 0.000000 Distill Loss 0.010389 LR 0.000063 Time 0.459996 +2023-12-03 19:16:41,923 - Epoch: [25][ 6900/31148] Overall Loss 0.010390 Objective Loss 0.000000 Distill Loss 0.010390 LR 0.000063 Time 0.460486 +2023-12-03 19:17:38,509 - Epoch: [25][ 7000/31148] Overall Loss 0.010390 Objective Loss 0.000000 Distill Loss 0.010390 LR 0.000063 Time 0.461990 +2023-12-03 19:18:28,359 - Epoch: [25][ 7100/31148] Overall Loss 0.010389 Objective Loss 0.000000 Distill Loss 0.010389 LR 0.000063 Time 0.462504 +2023-12-03 19:19:15,058 - Epoch: [25][ 7200/31148] Overall Loss 0.010388 Objective Loss 0.000000 Distill Loss 0.010388 LR 0.000063 Time 0.462565 +2023-12-03 19:20:04,997 - Epoch: [25][ 7300/31148] Overall Loss 0.010387 Objective Loss 0.000000 Distill Loss 0.010387 LR 0.000063 Time 0.463068 +2023-12-03 19:20:53,133 - Epoch: [25][ 7400/31148] Overall Loss 0.010386 Objective Loss 0.000000 Distill Loss 0.010386 LR 0.000063 Time 0.463314 +2023-12-03 19:21:32,339 - Epoch: [25][ 7500/31148] Overall Loss 0.010384 Objective Loss 0.000000 Distill Loss 0.010384 LR 0.000063 Time 0.462363 +2023-12-03 19:22:22,101 - Epoch: [25][ 7600/31148] Overall Loss 0.010383 Objective Loss 0.000000 Distill Loss 0.010383 LR 0.000063 Time 0.462826 +2023-12-03 19:23:07,083 - Epoch: [25][ 7700/31148] Overall Loss 0.010381 Objective Loss 0.000000 Distill Loss 0.010381 LR 0.000063 Time 0.462656 +2023-12-03 19:24:06,206 - Epoch: [25][ 7800/31148] Overall Loss 0.010378 Objective Loss 0.000000 Distill Loss 0.010378 LR 0.000063 Time 0.464304 +2023-12-03 19:24:47,427 - Epoch: [25][ 7900/31148] Overall Loss 0.010376 Objective Loss 0.000000 Distill Loss 0.010376 LR 0.000063 Time 0.463643 +2023-12-03 19:25:31,306 - Epoch: [25][ 8000/31148] Overall Loss 0.010375 Objective Loss 0.000000 Distill Loss 0.010375 LR 0.000063 Time 0.463332 +2023-12-03 19:26:19,194 - Epoch: [25][ 8100/31148] Overall Loss 0.010374 Objective Loss 0.000000 Distill Loss 0.010374 LR 0.000063 Time 0.463523 +2023-12-03 19:27:07,669 - Epoch: [25][ 8200/31148] Overall Loss 0.010372 Objective Loss 0.000000 Distill Loss 0.010372 LR 0.000063 Time 0.463781 +2023-12-03 19:27:51,224 - Epoch: [25][ 8300/31148] Overall Loss 0.010372 Objective Loss 0.000000 Distill Loss 0.010372 LR 0.000063 Time 0.463440 +2023-12-03 19:28:36,695 - Epoch: [25][ 8400/31148] Overall Loss 0.010372 Objective Loss 0.000000 Distill Loss 0.010372 LR 0.000063 Time 0.463335 +2023-12-03 19:29:21,776 - Epoch: [25][ 8500/31148] Overall Loss 0.010372 Objective Loss 0.000000 Distill Loss 0.010372 LR 0.000063 Time 0.463187 +2023-12-03 19:30:14,818 - Epoch: [25][ 8600/31148] Overall Loss 0.010372 Objective Loss 0.000000 Distill Loss 0.010372 LR 0.000063 Time 0.463967 +2023-12-03 19:30:54,981 - Epoch: [25][ 8700/31148] Overall Loss 0.010373 Objective Loss 0.000000 Distill Loss 0.010373 LR 0.000063 Time 0.463249 +2023-12-03 19:31:33,664 - Epoch: [25][ 8800/31148] Overall Loss 0.010372 Objective Loss 0.000000 Distill Loss 0.010372 LR 0.000063 Time 0.462380 +2023-12-03 19:32:21,092 - Epoch: [25][ 8900/31148] Overall Loss 0.010370 Objective Loss 0.000000 Distill Loss 0.010370 LR 0.000063 Time 0.462513 +2023-12-03 19:33:10,492 - Epoch: [25][ 9000/31148] Overall Loss 0.010370 Objective Loss 0.000000 Distill Loss 0.010370 LR 0.000063 Time 0.462862 +2023-12-03 19:34:04,552 - Epoch: [25][ 9100/31148] Overall Loss 0.010369 Objective Loss 0.000000 Distill Loss 0.010369 LR 0.000063 Time 0.463715 +2023-12-03 19:34:50,222 - Epoch: [25][ 9200/31148] Overall Loss 0.010368 Objective Loss 0.000000 Distill Loss 0.010368 LR 0.000063 Time 0.463638 +2023-12-03 19:35:37,567 - Epoch: [25][ 9300/31148] Overall Loss 0.010368 Objective Loss 0.000000 Distill Loss 0.010368 LR 0.000063 Time 0.463743 +2023-12-03 19:36:25,100 - Epoch: [25][ 9400/31148] Overall Loss 0.010369 Objective Loss 0.000000 Distill Loss 0.010369 LR 0.000063 Time 0.463865 +2023-12-03 19:37:15,402 - Epoch: [25][ 9500/31148] Overall Loss 0.010367 Objective Loss 0.000000 Distill Loss 0.010367 LR 0.000063 Time 0.464277 +2023-12-03 19:38:00,511 - Epoch: [25][ 9600/31148] Overall Loss 0.010368 Objective Loss 0.000000 Distill Loss 0.010368 LR 0.000063 Time 0.464138 +2023-12-03 19:38:44,032 - Epoch: [25][ 9700/31148] Overall Loss 0.010368 Objective Loss 0.000000 Distill Loss 0.010368 LR 0.000063 Time 0.463839 +2023-12-03 19:39:26,438 - Epoch: [25][ 9800/31148] Overall Loss 0.010368 Objective Loss 0.000000 Distill Loss 0.010368 LR 0.000063 Time 0.463433 +2023-12-03 19:40:10,396 - Epoch: [25][ 9900/31148] Overall Loss 0.010367 Objective Loss 0.000000 Distill Loss 0.010367 LR 0.000063 Time 0.463191 +2023-12-03 19:40:47,422 - Epoch: [25][10000/31148] Overall Loss 0.010366 Objective Loss 0.000000 Distill Loss 0.010366 LR 0.000063 Time 0.462261 +2023-12-03 19:41:26,853 - Epoch: [25][10100/31148] Overall Loss 0.010364 Objective Loss 0.000000 Distill Loss 0.010364 LR 0.000063 Time 0.461588 +2023-12-03 19:42:22,362 - Epoch: [25][10200/31148] Overall Loss 0.010363 Objective Loss 0.000000 Distill Loss 0.010363 LR 0.000063 Time 0.462504 +2023-12-03 19:43:08,072 - Epoch: [25][10300/31148] Overall Loss 0.010364 Objective Loss 0.000000 Distill Loss 0.010364 LR 0.000063 Time 0.462451 +2023-12-03 19:43:50,284 - Epoch: [25][10400/31148] Overall Loss 0.010363 Objective Loss 0.000000 Distill Loss 0.010363 LR 0.000063 Time 0.462062 +2023-12-03 19:44:35,701 - Epoch: [25][10500/31148] Overall Loss 0.010363 Objective Loss 0.000000 Distill Loss 0.010363 LR 0.000063 Time 0.461986 +2023-12-03 19:45:31,593 - Epoch: [25][10600/31148] Overall Loss 0.010364 Objective Loss 0.000000 Distill Loss 0.010364 LR 0.000063 Time 0.462900 +2023-12-03 19:46:23,003 - Epoch: [25][10700/31148] Overall Loss 0.010362 Objective Loss 0.000000 Distill Loss 0.010362 LR 0.000063 Time 0.463378 +2023-12-03 19:47:08,622 - Epoch: [25][10800/31148] Overall Loss 0.010363 Objective Loss 0.000000 Distill Loss 0.010363 LR 0.000063 Time 0.463310 +2023-12-03 19:47:55,398 - Epoch: [25][10900/31148] Overall Loss 0.010363 Objective Loss 0.000000 Distill Loss 0.010363 LR 0.000063 Time 0.463350 +2023-12-03 19:48:52,045 - Epoch: [25][11000/31148] Overall Loss 0.010362 Objective Loss 0.000000 Distill Loss 0.010362 LR 0.000063 Time 0.464287 +2023-12-03 19:49:31,572 - Epoch: [25][11100/31148] Overall Loss 0.010362 Objective Loss 0.000000 Distill Loss 0.010362 LR 0.000063 Time 0.463665 +2023-12-03 19:50:17,786 - Epoch: [25][11200/31148] Overall Loss 0.010361 Objective Loss 0.000000 Distill Loss 0.010361 LR 0.000063 Time 0.463650 +2023-12-03 19:51:04,206 - Epoch: [25][11300/31148] Overall Loss 0.010360 Objective Loss 0.000000 Distill Loss 0.010360 LR 0.000063 Time 0.463655 +2023-12-03 19:51:44,307 - Epoch: [25][11400/31148] Overall Loss 0.010359 Objective Loss 0.000000 Distill Loss 0.010359 LR 0.000063 Time 0.463104 +2023-12-03 19:52:27,155 - Epoch: [25][11500/31148] Overall Loss 0.010359 Objective Loss 0.000000 Distill Loss 0.010359 LR 0.000063 Time 0.462803 +2023-12-03 19:53:07,589 - Epoch: [25][11600/31148] Overall Loss 0.010358 Objective Loss 0.000000 Distill Loss 0.010358 LR 0.000063 Time 0.462298 +2023-12-03 19:53:53,880 - Epoch: [25][11700/31148] Overall Loss 0.010357 Objective Loss 0.000000 Distill Loss 0.010357 LR 0.000063 Time 0.462303 +2023-12-03 19:54:39,770 - Epoch: [25][11800/31148] Overall Loss 0.010358 Objective Loss 0.000000 Distill Loss 0.010358 LR 0.000063 Time 0.462273 +2023-12-03 19:55:24,460 - Epoch: [25][11900/31148] Overall Loss 0.010357 Objective Loss 0.000000 Distill Loss 0.010357 LR 0.000063 Time 0.462143 +2023-12-03 19:56:07,668 - Epoch: [25][12000/31148] Overall Loss 0.010357 Objective Loss 0.000000 Distill Loss 0.010357 LR 0.000063 Time 0.461892 +2023-12-03 19:57:03,353 - Epoch: [25][12100/31148] Overall Loss 0.010357 Objective Loss 0.000000 Distill Loss 0.010357 LR 0.000063 Time 0.462676 +2023-12-03 19:57:48,437 - Epoch: [25][12200/31148] Overall Loss 0.010356 Objective Loss 0.000000 Distill Loss 0.010356 LR 0.000063 Time 0.462579 +2023-12-03 19:58:37,581 - Epoch: [25][12300/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.462813 +2023-12-03 19:59:19,900 - Epoch: [25][12400/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.462493 +2023-12-03 20:00:02,585 - Epoch: [25][12500/31148] Overall Loss 0.010356 Objective Loss 0.000000 Distill Loss 0.010356 LR 0.000063 Time 0.462207 +2023-12-03 20:00:36,231 - Epoch: [25][12600/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.461208 +2023-12-03 20:01:14,979 - Epoch: [25][12700/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.460627 +2023-12-03 20:02:00,118 - Epoch: [25][12800/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.460555 +2023-12-03 20:02:39,822 - Epoch: [25][12900/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.460062 +2023-12-03 20:03:34,369 - Epoch: [25][13000/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.460718 +2023-12-03 20:04:28,830 - Epoch: [25][13100/31148] Overall Loss 0.010356 Objective Loss 0.000000 Distill Loss 0.010356 LR 0.000063 Time 0.461358 +2023-12-03 20:05:16,493 - Epoch: [25][13200/31148] Overall Loss 0.010356 Objective Loss 0.000000 Distill Loss 0.010356 LR 0.000063 Time 0.461473 +2023-12-03 20:05:50,526 - Epoch: [25][13300/31148] Overall Loss 0.010356 Objective Loss 0.000000 Distill Loss 0.010356 LR 0.000063 Time 0.460562 +2023-12-03 20:06:40,660 - Epoch: [25][13400/31148] Overall Loss 0.010356 Objective Loss 0.000000 Distill Loss 0.010356 LR 0.000063 Time 0.460865 +2023-12-03 20:07:19,880 - Epoch: [25][13500/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.460356 +2023-12-03 20:08:04,182 - Epoch: [25][13600/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.460228 +2023-12-03 20:08:53,007 - Epoch: [25][13700/31148] Overall Loss 0.010355 Objective Loss 0.000000 Distill Loss 0.010355 LR 0.000063 Time 0.460432 +2023-12-03 20:09:31,375 - Epoch: [25][13800/31148] Overall Loss 0.010354 Objective Loss 0.000000 Distill Loss 0.010354 LR 0.000063 Time 0.459875 +2023-12-03 20:10:20,742 - Epoch: [25][13900/31148] Overall Loss 0.010353 Objective Loss 0.000000 Distill Loss 0.010353 LR 0.000063 Time 0.460118 +2023-12-03 20:11:09,962 - Epoch: [25][14000/31148] Overall Loss 0.010353 Objective Loss 0.000000 Distill Loss 0.010353 LR 0.000063 Time 0.460347 +2023-12-03 20:11:55,215 - Epoch: [25][14100/31148] Overall Loss 0.010354 Objective Loss 0.000000 Distill Loss 0.010354 LR 0.000063 Time 0.460291 +2023-12-03 20:12:47,298 - Epoch: [25][14200/31148] Overall Loss 0.010353 Objective Loss 0.000000 Distill Loss 0.010353 LR 0.000063 Time 0.460717 +2023-12-03 20:13:33,751 - Epoch: [25][14300/31148] Overall Loss 0.010352 Objective Loss 0.000000 Distill Loss 0.010352 LR 0.000063 Time 0.460743 +2023-12-03 20:14:12,360 - Epoch: [25][14400/31148] Overall Loss 0.010351 Objective Loss 0.000000 Distill Loss 0.010351 LR 0.000063 Time 0.460224 +2023-12-03 20:14:59,109 - Epoch: [25][14500/31148] Overall Loss 0.010351 Objective Loss 0.000000 Distill Loss 0.010351 LR 0.000063 Time 0.460274 +2023-12-03 20:15:39,343 - Epoch: [25][14600/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.459876 +2023-12-03 20:16:25,832 - Epoch: [25][14700/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.459910 +2023-12-03 20:17:19,090 - Epoch: [25][14800/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.460400 +2023-12-03 20:17:58,518 - Epoch: [25][14900/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.459956 +2023-12-03 20:18:33,450 - Epoch: [25][15000/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.459218 +2023-12-03 20:19:13,984 - Epoch: [25][15100/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.458861 +2023-12-03 20:20:09,063 - Epoch: [25][15200/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.459465 +2023-12-03 20:20:52,829 - Epoch: [25][15300/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.459322 +2023-12-03 20:21:45,983 - Epoch: [25][15400/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.459791 +2023-12-03 20:22:38,970 - Epoch: [25][15500/31148] Overall Loss 0.010350 Objective Loss 0.000000 Distill Loss 0.010350 LR 0.000063 Time 0.460242 +2023-12-03 20:23:22,021 - Epoch: [25][15600/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.460051 +2023-12-03 20:24:07,115 - Epoch: [25][15700/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.459993 +2023-12-03 20:24:48,057 - Epoch: [25][15800/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.459672 +2023-12-03 20:25:23,854 - Epoch: [25][15900/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.459032 +2023-12-03 20:26:03,335 - Epoch: [25][16000/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458630 +2023-12-03 20:26:54,992 - Epoch: [25][16100/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458990 +2023-12-03 20:27:39,904 - Epoch: [25][16200/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458928 +2023-12-03 20:28:19,065 - Epoch: [25][16300/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458515 +2023-12-03 20:29:09,989 - Epoch: [25][16400/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458824 +2023-12-03 20:29:48,572 - Epoch: [25][16500/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458381 +2023-12-03 20:30:40,971 - Epoch: [25][16600/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458776 +2023-12-03 20:31:25,923 - Epoch: [25][16700/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458720 +2023-12-03 20:32:03,275 - Epoch: [25][16800/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458212 +2023-12-03 20:32:57,138 - Epoch: [25][16900/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458688 +2023-12-03 20:33:44,300 - Epoch: [25][17000/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458763 +2023-12-03 20:34:30,910 - Epoch: [25][17100/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458806 +2023-12-03 20:35:14,106 - Epoch: [25][17200/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458649 +2023-12-03 20:36:05,357 - Epoch: [25][17300/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458960 +2023-12-03 20:36:45,437 - Epoch: [25][17400/31148] Overall Loss 0.010349 Objective Loss 0.000000 Distill Loss 0.010349 LR 0.000063 Time 0.458625 +2023-12-03 20:37:28,994 - Epoch: [25][17500/31148] Overall Loss 0.010348 Objective Loss 0.000000 Distill Loss 0.010348 LR 0.000063 Time 0.458493 +2023-12-03 20:38:22,079 - Epoch: [25][17600/31148] Overall Loss 0.010347 Objective Loss 0.000000 Distill Loss 0.010347 LR 0.000063 Time 0.458904 +2023-12-03 20:39:06,131 - Epoch: [25][17700/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458800 +2023-12-03 20:39:55,238 - Epoch: [25][17800/31148] Overall Loss 0.010347 Objective Loss 0.000000 Distill Loss 0.010347 LR 0.000063 Time 0.458981 +2023-12-03 20:40:45,948 - Epoch: [25][17900/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.459249 +2023-12-03 20:41:38,913 - Epoch: [25][18000/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.459640 +2023-12-03 20:42:17,281 - Epoch: [25][18100/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.459220 +2023-12-03 20:42:56,598 - Epoch: [25][18200/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458856 +2023-12-03 20:43:40,991 - Epoch: [25][18300/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458774 +2023-12-03 20:44:22,431 - Epoch: [25][18400/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458533 +2023-12-03 20:45:04,216 - Epoch: [25][18500/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458313 +2023-12-03 20:45:46,431 - Epoch: [25][18600/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458118 +2023-12-03 20:46:35,632 - Epoch: [25][18700/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458299 +2023-12-03 20:47:22,351 - Epoch: [25][18800/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458346 +2023-12-03 20:48:02,013 - Epoch: [25][18900/31148] Overall Loss 0.010346 Objective Loss 0.000000 Distill Loss 0.010346 LR 0.000063 Time 0.458019 +2023-12-03 20:48:39,137 - Epoch: [25][19000/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.457561 +2023-12-03 20:49:20,982 - Epoch: [25][19100/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.457356 +2023-12-03 20:50:10,313 - Epoch: [25][19200/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.457543 +2023-12-03 20:50:53,834 - Epoch: [25][19300/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.457427 +2023-12-03 20:51:34,971 - Epoch: [25][19400/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.457189 +2023-12-03 20:52:18,582 - Epoch: [25][19500/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.457081 +2023-12-03 20:53:00,926 - Epoch: [25][19600/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.456909 +2023-12-03 20:53:46,752 - Epoch: [25][19700/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.456915 +2023-12-03 20:54:32,481 - Epoch: [25][19800/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.456916 +2023-12-03 20:55:18,135 - Epoch: [25][19900/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.456914 +2023-12-03 20:56:04,613 - Epoch: [25][20000/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.456953 +2023-12-03 20:56:41,433 - Epoch: [25][20100/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.456511 +2023-12-03 20:57:33,636 - Epoch: [25][20200/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.456835 +2023-12-03 20:58:17,708 - Epoch: [25][20300/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.456755 +2023-12-03 20:59:02,155 - Epoch: [25][20400/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.456695 +2023-12-03 20:59:53,377 - Epoch: [25][20500/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456965 +2023-12-03 21:00:42,902 - Epoch: [25][20600/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.457151 +2023-12-03 21:01:31,649 - Epoch: [25][20700/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.457297 +2023-12-03 21:02:19,637 - Epoch: [25][20800/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.457405 +2023-12-03 21:03:01,369 - Epoch: [25][20900/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.457213 +2023-12-03 21:03:46,952 - Epoch: [25][21000/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.457206 +2023-12-03 21:04:28,586 - Epoch: [25][21100/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.457012 +2023-12-03 21:05:07,539 - Epoch: [25][21200/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456693 +2023-12-03 21:05:52,104 - Epoch: [25][21300/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456641 +2023-12-03 21:06:35,396 - Epoch: [25][21400/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456530 +2023-12-03 21:07:16,334 - Epoch: [25][21500/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456310 +2023-12-03 21:08:07,601 - Epoch: [25][21600/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456571 +2023-12-03 21:08:49,297 - Epoch: [25][21700/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456388 +2023-12-03 21:09:31,929 - Epoch: [25][21800/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456250 +2023-12-03 21:10:19,124 - Epoch: [25][21900/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.456321 +2023-12-03 21:11:02,529 - Epoch: [25][22000/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.456220 +2023-12-03 21:11:42,318 - Epoch: [25][22100/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455955 +2023-12-03 21:12:28,185 - Epoch: [25][22200/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455967 +2023-12-03 21:13:17,736 - Epoch: [25][22300/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.456144 +2023-12-03 21:13:59,423 - Epoch: [25][22400/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455969 +2023-12-03 21:14:44,486 - Epoch: [25][22500/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455945 +2023-12-03 21:15:32,568 - Epoch: [25][22600/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.456054 +2023-12-03 21:16:13,141 - Epoch: [25][22700/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455832 +2023-12-03 21:16:53,492 - Epoch: [25][22800/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455603 +2023-12-03 21:17:37,981 - Epoch: [25][22900/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455555 +2023-12-03 21:18:17,998 - Epoch: [25][23000/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455314 +2023-12-03 21:19:12,466 - Epoch: [25][23100/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455701 +2023-12-03 21:20:04,232 - Epoch: [25][23200/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455968 +2023-12-03 21:20:44,841 - Epoch: [25][23300/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455753 +2023-12-03 21:21:33,722 - Epoch: [25][23400/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455894 +2023-12-03 21:22:13,488 - Epoch: [25][23500/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455646 +2023-12-03 21:22:59,505 - Epoch: [25][23600/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455665 +2023-12-03 21:23:40,948 - Epoch: [25][23700/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455491 +2023-12-03 21:24:19,013 - Epoch: [25][23800/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455176 +2023-12-03 21:25:06,202 - Epoch: [25][23900/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455246 +2023-12-03 21:26:01,451 - Epoch: [25][24000/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455650 +2023-12-03 21:26:50,458 - Epoch: [25][24100/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455793 +2023-12-03 21:27:35,401 - Epoch: [25][24200/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455766 +2023-12-03 21:28:14,617 - Epoch: [25][24300/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455504 +2023-12-03 21:29:04,625 - Epoch: [25][24400/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455687 +2023-12-03 21:29:56,444 - Epoch: [25][24500/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455942 +2023-12-03 21:30:44,615 - Epoch: [25][24600/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.456046 +2023-12-03 21:31:28,259 - Epoch: [25][24700/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.455966 +2023-12-03 21:32:19,414 - Epoch: [25][24800/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456190 +2023-12-03 21:33:00,531 - Epoch: [25][24900/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.456009 +2023-12-03 21:33:46,362 - Epoch: [25][25000/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.456018 +2023-12-03 21:34:35,874 - Epoch: [25][25100/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.000063 Time 0.456173 +2023-12-03 21:35:20,965 - Epoch: [25][25200/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.000063 Time 0.456152 +2023-12-03 21:36:05,476 - Epoch: [25][25300/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.456108 +2023-12-03 21:36:46,769 - Epoch: [25][25400/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.000063 Time 0.455938 +2023-12-03 21:37:32,702 - Epoch: [25][25500/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.000063 Time 0.455951 +2023-12-03 21:38:20,417 - Epoch: [25][25600/31148] Overall Loss 0.010341 Objective Loss 0.000000 Distill Loss 0.010341 LR 0.000063 Time 0.456034 +2023-12-03 21:39:02,350 - Epoch: [25][25700/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455891 +2023-12-03 21:39:44,437 - Epoch: [25][25800/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455755 +2023-12-03 21:40:28,865 - Epoch: [25][25900/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455710 +2023-12-03 21:41:11,960 - Epoch: [25][26000/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455614 +2023-12-03 21:41:52,163 - Epoch: [25][26100/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.455409 +2023-12-03 21:42:21,776 - Epoch: [25][26200/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.454801 +2023-12-03 21:42:49,775 - Epoch: [25][26300/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.454136 +2023-12-03 21:43:17,654 - Epoch: [25][26400/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.453472 +2023-12-03 21:43:46,576 - Epoch: [25][26500/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.452852 +2023-12-03 21:44:14,702 - Epoch: [25][26600/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.452206 +2023-12-03 21:44:42,711 - Epoch: [25][26700/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.451562 +2023-12-03 21:45:10,918 - Epoch: [25][26800/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.450929 +2023-12-03 21:45:38,934 - Epoch: [25][26900/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.450294 +2023-12-03 21:46:06,836 - Epoch: [25][27000/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449660 +2023-12-03 21:46:34,738 - Epoch: [25][27100/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449030 +2023-12-03 21:47:02,515 - Epoch: [25][27200/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.448400 +2023-12-03 21:47:39,807 - Epoch: [25][27300/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.448123 +2023-12-03 21:48:31,495 - Epoch: [25][27400/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.448374 +2023-12-03 21:49:22,420 - Epoch: [25][27500/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.448595 +2023-12-03 21:50:12,924 - Epoch: [25][27600/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.448799 +2023-12-03 21:51:05,396 - Epoch: [25][27700/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449073 +2023-12-03 21:52:08,281 - Epoch: [25][27800/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449720 +2023-12-03 21:52:50,742 - Epoch: [25][27900/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449629 +2023-12-03 21:53:35,425 - Epoch: [25][28000/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449619 +2023-12-03 21:54:16,046 - Epoch: [25][28100/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449464 +2023-12-03 21:55:00,053 - Epoch: [25][28200/31148] Overall Loss 0.010342 Objective Loss 0.000000 Distill Loss 0.010342 LR 0.000063 Time 0.449431 +2023-12-03 21:55:39,408 - Epoch: [25][28300/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449233 +2023-12-03 21:56:31,475 - Epoch: [25][28400/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449484 +2023-12-03 21:57:16,574 - Epoch: [25][28500/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.449489 +2023-12-03 21:58:00,837 - Epoch: [25][28600/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449465 +2023-12-03 21:58:36,842 - Epoch: [25][28700/31148] Overall Loss 0.010343 Objective Loss 0.000000 Distill Loss 0.010343 LR 0.000063 Time 0.449153 +2023-12-03 21:59:29,249 - Epoch: [25][28800/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.449413 +2023-12-03 22:00:26,506 - Epoch: [25][28900/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.449839 +2023-12-03 22:01:19,534 - Epoch: [25][29000/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450116 +2023-12-03 22:02:07,099 - Epoch: [25][29100/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450204 +2023-12-03 22:02:49,641 - Epoch: [25][29200/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450119 +2023-12-03 22:03:40,876 - Epoch: [25][29300/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450331 +2023-12-03 22:04:21,211 - Epoch: [25][29400/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450171 +2023-12-03 22:05:15,675 - Epoch: [25][29500/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450491 +2023-12-03 22:05:59,160 - Epoch: [25][29600/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450438 +2023-12-03 22:06:44,490 - Epoch: [25][29700/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450447 +2023-12-03 22:07:26,689 - Epoch: [25][29800/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.450351 +2023-12-03 22:08:16,849 - Epoch: [25][29900/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.450522 +2023-12-03 22:09:10,127 - Epoch: [25][30000/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.450796 +2023-12-03 22:10:03,286 - Epoch: [25][30100/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.451065 +2023-12-03 22:10:46,654 - Epoch: [25][30200/31148] Overall Loss 0.010345 Objective Loss 0.000000 Distill Loss 0.010345 LR 0.000063 Time 0.451007 +2023-12-03 22:11:35,309 - Epoch: [25][30300/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.451124 +2023-12-03 22:12:28,489 - Epoch: [25][30400/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.451389 +2023-12-03 22:13:16,961 - Epoch: [25][30500/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.451498 +2023-12-03 22:14:08,002 - Epoch: [25][30600/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.451690 +2023-12-03 22:14:57,131 - Epoch: [25][30700/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.451819 +2023-12-03 22:15:43,925 - Epoch: [25][30800/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.451871 +2023-12-03 22:16:34,315 - Epoch: [25][30900/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.452039 +2023-12-03 22:17:18,961 - Epoch: [25][31000/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.452021 +2023-12-03 22:18:00,538 - Epoch: [25][31100/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.451904 +2023-12-03 22:18:29,763 - Epoch: [25][31148/31148] Overall Loss 0.010344 Objective Loss 0.000000 Distill Loss 0.010344 LR 0.000063 Time 0.452146 +2023-12-03 22:18:30,887 - --- validate (epoch=25)----------- +2023-12-03 22:18:30,887 - 167951 samples (100 per mini-batch) +2023-12-03 22:18:58,075 - Epoch: [25][ 100/ 1680] Loss 0.000000 Overall Loss 0.010970 +2023-12-03 22:19:22,111 - Epoch: [25][ 200/ 1680] Loss 0.000000 Overall Loss 0.011016 +2023-12-03 22:19:46,329 - Epoch: [25][ 300/ 1680] Loss 0.000000 Overall Loss 0.011009 +2023-12-03 22:20:09,684 - Epoch: [25][ 400/ 1680] Loss 0.000000 Overall Loss 0.011019 +2023-12-03 22:20:32,448 - Epoch: [25][ 500/ 1680] Loss 0.000000 Overall Loss 0.011011 +2023-12-03 22:20:55,441 - Epoch: [25][ 600/ 1680] Loss 0.000000 Overall Loss 0.011021 +2023-12-03 22:21:19,458 - Epoch: [25][ 700/ 1680] Loss 0.000000 Overall Loss 0.011009 +2023-12-03 22:21:42,872 - Epoch: [25][ 800/ 1680] Loss 0.000000 Overall Loss 0.011014 +2023-12-03 22:22:05,755 - Epoch: [25][ 900/ 1680] Loss 0.000000 Overall Loss 0.011011 +2023-12-03 22:22:29,355 - Epoch: [25][ 1000/ 1680] Loss 0.000000 Overall Loss 0.011013 +2023-12-03 22:22:53,475 - Epoch: [25][ 1100/ 1680] Loss 0.000000 Overall Loss 0.011015 +2023-12-03 22:23:16,844 - Epoch: [25][ 1200/ 1680] Loss 0.000000 Overall Loss 0.011017 +2023-12-03 22:23:40,976 - Epoch: [25][ 1300/ 1680] Loss 0.000000 Overall Loss 0.011017 +2023-12-03 22:24:05,349 - Epoch: [25][ 1400/ 1680] Loss 0.000000 Overall Loss 0.011014 +2023-12-03 22:24:29,307 - Epoch: [25][ 1500/ 1680] Loss 0.000000 Overall Loss 0.011012 +2023-12-03 22:24:52,308 - Epoch: [25][ 1600/ 1680] Loss 0.000000 Overall Loss 0.011014 +2023-12-03 22:25:11,054 - Epoch: [25][ 1680/ 1680] Loss 0.000000 Overall Loss 0.011013 +2023-12-03 22:25:11,571 - ==> Overall Loss: 0.011 + +2023-12-03 22:25:11,580 - ==> Best [Overall Loss: 0.011013 on epoch: 25] +2023-12-03 22:25:11,580 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-03 22:25:11,645 - + +2023-12-03 22:25:11,645 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-03 22:26:04,139 - Epoch: [26][ 100/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.000031 Time 0.524836 +2023-12-03 22:26:52,868 - Epoch: [26][ 200/31148] Overall Loss 0.010006 Objective Loss 0.000000 Distill Loss 0.010006 LR 0.000031 Time 0.506026 +2023-12-03 22:27:37,232 - Epoch: [26][ 300/31148] Overall Loss 0.010004 Objective Loss 0.000000 Distill Loss 0.010004 LR 0.000031 Time 0.485208 +2023-12-03 22:28:25,373 - Epoch: [26][ 400/31148] Overall Loss 0.009981 Objective Loss 0.000000 Distill Loss 0.009981 LR 0.000031 Time 0.484238 +2023-12-03 22:29:08,925 - Epoch: [26][ 500/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.000031 Time 0.474480 +2023-12-03 22:29:58,154 - Epoch: [26][ 600/31148] Overall Loss 0.009977 Objective Loss 0.000000 Distill Loss 0.009977 LR 0.000031 Time 0.477436 +2023-12-03 22:30:52,342 - Epoch: [26][ 700/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.000031 Time 0.486631 +2023-12-03 22:31:34,579 - Epoch: [26][ 800/31148] Overall Loss 0.010001 Objective Loss 0.000000 Distill Loss 0.010001 LR 0.000031 Time 0.478588 +2023-12-03 22:32:25,026 - Epoch: [26][ 900/31148] Overall Loss 0.009992 Objective Loss 0.000000 Distill Loss 0.009992 LR 0.000031 Time 0.481456 +2023-12-03 22:33:01,480 - Epoch: [26][ 1000/31148] Overall Loss 0.009988 Objective Loss 0.000000 Distill Loss 0.009988 LR 0.000031 Time 0.469756 +2023-12-03 22:33:53,678 - Epoch: [26][ 1100/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.000031 Time 0.474498 +2023-12-03 22:34:52,643 - Epoch: [26][ 1200/31148] Overall Loss 0.009996 Objective Loss 0.000000 Distill Loss 0.009996 LR 0.000031 Time 0.484086 +2023-12-03 22:35:32,380 - Epoch: [26][ 1300/31148] Overall Loss 0.009995 Objective Loss 0.000000 Distill Loss 0.009995 LR 0.000031 Time 0.477410 +2023-12-03 22:36:16,445 - Epoch: [26][ 1400/31148] Overall Loss 0.009997 Objective Loss 0.000000 Distill Loss 0.009997 LR 0.000031 Time 0.474779 +2023-12-03 22:37:00,940 - Epoch: [26][ 1500/31148] Overall Loss 0.009998 Objective Loss 0.000000 Distill Loss 0.009998 LR 0.000031 Time 0.472786 +2023-12-03 22:37:39,746 - Epoch: [26][ 1600/31148] Overall Loss 0.010002 Objective Loss 0.000000 Distill Loss 0.010002 LR 0.000031 Time 0.467486 +2023-12-03 22:38:25,372 - Epoch: [26][ 1700/31148] Overall Loss 0.010003 Objective Loss 0.000000 Distill Loss 0.010003 LR 0.000031 Time 0.466821 +2023-12-03 22:39:08,129 - Epoch: [26][ 1800/31148] Overall Loss 0.010002 Objective Loss 0.000000 Distill Loss 0.010002 LR 0.000031 Time 0.464637 +2023-12-03 22:39:46,239 - Epoch: [26][ 1900/31148] Overall Loss 0.010003 Objective Loss 0.000000 Distill Loss 0.010003 LR 0.000031 Time 0.460236 +2023-12-03 22:40:24,063 - Epoch: [26][ 2000/31148] Overall Loss 0.010001 Objective Loss 0.000000 Distill Loss 0.010001 LR 0.000031 Time 0.456132 +2023-12-03 22:41:10,442 - Epoch: [26][ 2100/31148] Overall Loss 0.010001 Objective Loss 0.000000 Distill Loss 0.010001 LR 0.000031 Time 0.456493 +2023-12-03 22:41:57,307 - Epoch: [26][ 2200/31148] Overall Loss 0.010006 Objective Loss 0.000000 Distill Loss 0.010006 LR 0.000031 Time 0.457042 +2023-12-03 22:42:44,066 - Epoch: [26][ 2300/31148] Overall Loss 0.010014 Objective Loss 0.000000 Distill Loss 0.010014 LR 0.000031 Time 0.457497 +2023-12-03 22:43:25,933 - Epoch: [26][ 2400/31148] Overall Loss 0.010021 Objective Loss 0.000000 Distill Loss 0.010021 LR 0.000031 Time 0.455876 +2023-12-03 22:44:05,808 - Epoch: [26][ 2500/31148] Overall Loss 0.010021 Objective Loss 0.000000 Distill Loss 0.010021 LR 0.000031 Time 0.453589 +2023-12-03 22:44:50,306 - Epoch: [26][ 2600/31148] Overall Loss 0.010025 Objective Loss 0.000000 Distill Loss 0.010025 LR 0.000031 Time 0.453254 +2023-12-03 22:45:40,186 - Epoch: [26][ 2700/31148] Overall Loss 0.010028 Objective Loss 0.000000 Distill Loss 0.010028 LR 0.000031 Time 0.454939 +2023-12-03 22:46:33,985 - Epoch: [26][ 2800/31148] Overall Loss 0.010028 Objective Loss 0.000000 Distill Loss 0.010028 LR 0.000031 Time 0.457902 +2023-12-03 22:47:18,766 - Epoch: [26][ 2900/31148] Overall Loss 0.010027 Objective Loss 0.000000 Distill Loss 0.010027 LR 0.000031 Time 0.457551 +2023-12-03 22:48:02,273 - Epoch: [26][ 3000/31148] Overall Loss 0.010026 Objective Loss 0.000000 Distill Loss 0.010026 LR 0.000031 Time 0.456799 +2023-12-03 22:48:53,280 - Epoch: [26][ 3100/31148] Overall Loss 0.010025 Objective Loss 0.000000 Distill Loss 0.010025 LR 0.000031 Time 0.458515 +2023-12-03 22:49:36,613 - Epoch: [26][ 3200/31148] Overall Loss 0.010030 Objective Loss 0.000000 Distill Loss 0.010030 LR 0.000031 Time 0.457726 +2023-12-03 22:50:22,870 - Epoch: [26][ 3300/31148] Overall Loss 0.010031 Objective Loss 0.000000 Distill Loss 0.010031 LR 0.000031 Time 0.457870 +2023-12-03 22:51:11,078 - Epoch: [26][ 3400/31148] Overall Loss 0.010030 Objective Loss 0.000000 Distill Loss 0.010030 LR 0.000031 Time 0.458580 +2023-12-03 22:51:45,107 - Epoch: [26][ 3500/31148] Overall Loss 0.010030 Objective Loss 0.000000 Distill Loss 0.010030 LR 0.000031 Time 0.455198 +2023-12-03 22:52:27,803 - Epoch: [26][ 3600/31148] Overall Loss 0.010035 Objective Loss 0.000000 Distill Loss 0.010035 LR 0.000031 Time 0.454412 +2023-12-03 22:53:15,220 - Epoch: [26][ 3700/31148] Overall Loss 0.010036 Objective Loss 0.000000 Distill Loss 0.010036 LR 0.000031 Time 0.454944 +2023-12-03 22:54:00,474 - Epoch: [26][ 3800/31148] Overall Loss 0.010037 Objective Loss 0.000000 Distill Loss 0.010037 LR 0.000031 Time 0.454878 +2023-12-03 22:54:39,963 - Epoch: [26][ 3900/31148] Overall Loss 0.010037 Objective Loss 0.000000 Distill Loss 0.010037 LR 0.000031 Time 0.453338 +2023-12-03 22:55:25,606 - Epoch: [26][ 4000/31148] Overall Loss 0.010039 Objective Loss 0.000000 Distill Loss 0.010039 LR 0.000031 Time 0.453414 +2023-12-03 22:56:14,345 - Epoch: [26][ 4100/31148] Overall Loss 0.010038 Objective Loss 0.000000 Distill Loss 0.010038 LR 0.000031 Time 0.454240 +2023-12-03 22:56:54,383 - Epoch: [26][ 4200/31148] Overall Loss 0.010038 Objective Loss 0.000000 Distill Loss 0.010038 LR 0.000031 Time 0.452956 +2023-12-03 22:57:34,649 - Epoch: [26][ 4300/31148] Overall Loss 0.010045 Objective Loss 0.000000 Distill Loss 0.010045 LR 0.000031 Time 0.451785 +2023-12-03 22:58:12,785 - Epoch: [26][ 4400/31148] Overall Loss 0.010045 Objective Loss 0.000000 Distill Loss 0.010045 LR 0.000031 Time 0.450182 +2023-12-03 22:59:07,291 - Epoch: [26][ 4500/31148] Overall Loss 0.010047 Objective Loss 0.000000 Distill Loss 0.010047 LR 0.000031 Time 0.452289 +2023-12-03 22:59:49,226 - Epoch: [26][ 4600/31148] Overall Loss 0.010048 Objective Loss 0.000000 Distill Loss 0.010048 LR 0.000031 Time 0.451571 +2023-12-03 23:00:30,460 - Epoch: [26][ 4700/31148] Overall Loss 0.010048 Objective Loss 0.000000 Distill Loss 0.010048 LR 0.000031 Time 0.450735 +2023-12-03 23:01:20,199 - Epoch: [26][ 4800/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.451705 +2023-12-03 23:02:02,169 - Epoch: [26][ 4900/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.451051 +2023-12-03 23:02:41,728 - Epoch: [26][ 5000/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.449940 +2023-12-03 23:03:20,014 - Epoch: [26][ 5100/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.448623 +2023-12-03 23:04:07,803 - Epoch: [26][ 5200/31148] Overall Loss 0.010053 Objective Loss 0.000000 Distill Loss 0.010053 LR 0.000031 Time 0.449185 +2023-12-03 23:04:45,158 - Epoch: [26][ 5300/31148] Overall Loss 0.010052 Objective Loss 0.000000 Distill Loss 0.010052 LR 0.000031 Time 0.447756 +2023-12-03 23:05:24,122 - Epoch: [26][ 5400/31148] Overall Loss 0.010054 Objective Loss 0.000000 Distill Loss 0.010054 LR 0.000031 Time 0.446678 +2023-12-03 23:06:08,889 - Epoch: [26][ 5500/31148] Overall Loss 0.010056 Objective Loss 0.000000 Distill Loss 0.010056 LR 0.000031 Time 0.446695 +2023-12-03 23:06:55,274 - Epoch: [26][ 5600/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.447000 +2023-12-03 23:07:48,944 - Epoch: [26][ 5700/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.448572 +2023-12-03 23:08:29,571 - Epoch: [26][ 5800/31148] Overall Loss 0.010055 Objective Loss 0.000000 Distill Loss 0.010055 LR 0.000031 Time 0.447842 +2023-12-03 23:09:17,042 - Epoch: [26][ 5900/31148] Overall Loss 0.010052 Objective Loss 0.000000 Distill Loss 0.010052 LR 0.000031 Time 0.448296 +2023-12-03 23:10:11,058 - Epoch: [26][ 6000/31148] Overall Loss 0.010053 Objective Loss 0.000000 Distill Loss 0.010053 LR 0.000031 Time 0.449826 +2023-12-03 23:10:51,629 - Epoch: [26][ 6100/31148] Overall Loss 0.010053 Objective Loss 0.000000 Distill Loss 0.010053 LR 0.000031 Time 0.449102 +2023-12-03 23:11:39,822 - Epoch: [26][ 6200/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.449630 +2023-12-03 23:12:21,315 - Epoch: [26][ 6300/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.449078 +2023-12-03 23:13:02,932 - Epoch: [26][ 6400/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.448562 +2023-12-03 23:13:49,688 - Epoch: [26][ 6500/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.448854 +2023-12-03 23:14:34,657 - Epoch: [26][ 6600/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.448865 +2023-12-03 23:15:11,872 - Epoch: [26][ 6700/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.447719 +2023-12-03 23:15:56,246 - Epoch: [26][ 6800/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.447659 +2023-12-03 23:16:47,528 - Epoch: [26][ 6900/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.448603 +2023-12-03 23:17:39,808 - Epoch: [26][ 7000/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.449662 +2023-12-03 23:18:20,732 - Epoch: [26][ 7100/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.449091 +2023-12-03 23:18:59,961 - Epoch: [26][ 7200/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.448302 +2023-12-03 23:19:48,847 - Epoch: [26][ 7300/31148] Overall Loss 0.010052 Objective Loss 0.000000 Distill Loss 0.010052 LR 0.000031 Time 0.448856 +2023-12-03 23:20:27,851 - Epoch: [26][ 7400/31148] Overall Loss 0.010052 Objective Loss 0.000000 Distill Loss 0.010052 LR 0.000031 Time 0.448060 +2023-12-03 23:21:15,000 - Epoch: [26][ 7500/31148] Overall Loss 0.010052 Objective Loss 0.000000 Distill Loss 0.010052 LR 0.000031 Time 0.448372 +2023-12-03 23:21:57,087 - Epoch: [26][ 7600/31148] Overall Loss 0.010053 Objective Loss 0.000000 Distill Loss 0.010053 LR 0.000031 Time 0.448009 +2023-12-03 23:22:33,834 - Epoch: [26][ 7700/31148] Overall Loss 0.010052 Objective Loss 0.000000 Distill Loss 0.010052 LR 0.000031 Time 0.446962 +2023-12-03 23:23:19,038 - Epoch: [26][ 7800/31148] Overall Loss 0.010049 Objective Loss 0.000000 Distill Loss 0.010049 LR 0.000031 Time 0.447026 +2023-12-03 23:24:00,011 - Epoch: [26][ 7900/31148] Overall Loss 0.010049 Objective Loss 0.000000 Distill Loss 0.010049 LR 0.000031 Time 0.446553 +2023-12-03 23:24:41,061 - Epoch: [26][ 8000/31148] Overall Loss 0.010048 Objective Loss 0.000000 Distill Loss 0.010048 LR 0.000031 Time 0.446101 +2023-12-03 23:25:21,234 - Epoch: [26][ 8100/31148] Overall Loss 0.010048 Objective Loss 0.000000 Distill Loss 0.010048 LR 0.000031 Time 0.445553 +2023-12-03 23:26:04,393 - Epoch: [26][ 8200/31148] Overall Loss 0.010047 Objective Loss 0.000000 Distill Loss 0.010047 LR 0.000031 Time 0.445382 +2023-12-03 23:26:47,521 - Epoch: [26][ 8300/31148] Overall Loss 0.010049 Objective Loss 0.000000 Distill Loss 0.010049 LR 0.000031 Time 0.445211 +2023-12-03 23:27:30,199 - Epoch: [26][ 8400/31148] Overall Loss 0.010049 Objective Loss 0.000000 Distill Loss 0.010049 LR 0.000031 Time 0.444990 +2023-12-03 23:28:14,528 - Epoch: [26][ 8500/31148] Overall Loss 0.010049 Objective Loss 0.000000 Distill Loss 0.010049 LR 0.000031 Time 0.444970 +2023-12-03 23:28:56,743 - Epoch: [26][ 8600/31148] Overall Loss 0.010048 Objective Loss 0.000000 Distill Loss 0.010048 LR 0.000031 Time 0.444703 +2023-12-03 23:29:43,057 - Epoch: [26][ 8700/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.444915 +2023-12-03 23:30:29,460 - Epoch: [26][ 8800/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.445131 +2023-12-03 23:31:11,667 - Epoch: [26][ 8900/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.444871 +2023-12-03 23:32:00,787 - Epoch: [26][ 9000/31148] Overall Loss 0.010050 Objective Loss 0.000000 Distill Loss 0.010050 LR 0.000031 Time 0.445385 +2023-12-03 23:32:45,393 - Epoch: [26][ 9100/31148] Overall Loss 0.010051 Objective Loss 0.000000 Distill Loss 0.010051 LR 0.000031 Time 0.445392 +2023-12-03 23:33:33,404 - Epoch: [26][ 9200/31148] Overall Loss 0.010052 Objective Loss 0.000000 Distill Loss 0.010052 LR 0.000031 Time 0.445768 +2023-12-03 23:34:32,641 - Epoch: [26][ 9300/31148] Overall Loss 0.010054 Objective Loss 0.000000 Distill Loss 0.010054 LR 0.000031 Time 0.447344 +2023-12-03 23:35:09,669 - Epoch: [26][ 9400/31148] Overall Loss 0.010055 Objective Loss 0.000000 Distill Loss 0.010055 LR 0.000031 Time 0.446523 +2023-12-03 23:35:56,394 - Epoch: [26][ 9500/31148] Overall Loss 0.010055 Objective Loss 0.000000 Distill Loss 0.010055 LR 0.000031 Time 0.446741 +2023-12-03 23:36:39,068 - Epoch: [26][ 9600/31148] Overall Loss 0.010056 Objective Loss 0.000000 Distill Loss 0.010056 LR 0.000031 Time 0.446532 +2023-12-03 23:37:23,471 - Epoch: [26][ 9700/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446505 +2023-12-03 23:38:11,228 - Epoch: [26][ 9800/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.446821 +2023-12-03 23:38:53,794 - Epoch: [26][ 9900/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446607 +2023-12-03 23:39:35,122 - Epoch: [26][10000/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446273 +2023-12-03 23:40:27,667 - Epoch: [26][10100/31148] Overall Loss 0.010055 Objective Loss 0.000000 Distill Loss 0.010055 LR 0.000031 Time 0.447056 +2023-12-03 23:41:10,038 - Epoch: [26][10200/31148] Overall Loss 0.010056 Objective Loss 0.000000 Distill Loss 0.010056 LR 0.000031 Time 0.446826 +2023-12-03 23:41:54,622 - Epoch: [26][10300/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446816 +2023-12-03 23:42:37,348 - Epoch: [26][10400/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446628 +2023-12-03 23:43:22,107 - Epoch: [26][10500/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446636 +2023-12-03 23:44:11,761 - Epoch: [26][10600/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.447106 +2023-12-03 23:44:50,250 - Epoch: [26][10700/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446524 +2023-12-03 23:45:39,729 - Epoch: [26][10800/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.446970 +2023-12-03 23:46:22,364 - Epoch: [26][10900/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446780 +2023-12-03 23:47:08,959 - Epoch: [26][11000/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446954 +2023-12-03 23:47:53,768 - Epoch: [26][11100/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.446963 +2023-12-03 23:48:42,850 - Epoch: [26][11200/31148] Overall Loss 0.010056 Objective Loss 0.000000 Distill Loss 0.010056 LR 0.000031 Time 0.447354 +2023-12-03 23:49:24,725 - Epoch: [26][11300/31148] Overall Loss 0.010056 Objective Loss 0.000000 Distill Loss 0.010056 LR 0.000031 Time 0.447100 +2023-12-03 23:50:14,633 - Epoch: [26][11400/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.447556 +2023-12-03 23:51:00,352 - Epoch: [26][11500/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.447639 +2023-12-03 23:51:45,393 - Epoch: [26][11600/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.447662 +2023-12-03 23:52:26,532 - Epoch: [26][11700/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.447351 +2023-12-03 23:53:12,177 - Epoch: [26][11800/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.447428 +2023-12-03 23:54:02,497 - Epoch: [26][11900/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.447896 +2023-12-03 23:54:50,002 - Epoch: [26][12000/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.448122 +2023-12-03 23:55:32,187 - Epoch: [26][12100/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.447904 +2023-12-03 23:56:26,303 - Epoch: [26][12200/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.448668 +2023-12-03 23:57:10,087 - Epoch: [26][12300/31148] Overall Loss 0.010057 Objective Loss 0.000000 Distill Loss 0.010057 LR 0.000031 Time 0.448579 +2023-12-03 23:57:55,868 - Epoch: [26][12400/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.448653 +2023-12-03 23:58:40,070 - Epoch: [26][12500/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.448599 +2023-12-03 23:59:20,179 - Epoch: [26][12600/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.448222 +2023-12-04 00:00:06,407 - Epoch: [26][12700/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.448332 +2023-12-04 00:00:57,840 - Epoch: [26][12800/31148] Overall Loss 0.010059 Objective Loss 0.000000 Distill Loss 0.010059 LR 0.000031 Time 0.448847 +2023-12-04 00:01:50,280 - Epoch: [26][12900/31148] Overall Loss 0.010058 Objective Loss 0.000000 Distill Loss 0.010058 LR 0.000031 Time 0.449432 +2023-12-04 00:02:41,798 - Epoch: [26][13000/31148] Overall Loss 0.010059 Objective Loss 0.000000 Distill Loss 0.010059 LR 0.000031 Time 0.449937 +2023-12-04 00:03:24,509 - Epoch: [26][13100/31148] Overall Loss 0.010060 Objective Loss 0.000000 Distill Loss 0.010060 LR 0.000031 Time 0.449762 +2023-12-04 00:04:14,092 - Epoch: [26][13200/31148] Overall Loss 0.010060 Objective Loss 0.000000 Distill Loss 0.010060 LR 0.000031 Time 0.450111 +2023-12-04 00:04:59,612 - Epoch: [26][13300/31148] Overall Loss 0.010061 Objective Loss 0.000000 Distill Loss 0.010061 LR 0.000031 Time 0.450149 +2023-12-04 00:05:36,390 - Epoch: [26][13400/31148] Overall Loss 0.010061 Objective Loss 0.000000 Distill Loss 0.010061 LR 0.000031 Time 0.449533 +2023-12-04 00:06:11,426 - Epoch: [26][13500/31148] Overall Loss 0.010061 Objective Loss 0.000000 Distill Loss 0.010061 LR 0.000031 Time 0.448798 +2023-12-04 00:06:56,334 - Epoch: [26][13600/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.448800 +2023-12-04 00:07:37,716 - Epoch: [26][13700/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.448544 +2023-12-04 00:08:16,623 - Epoch: [26][13800/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.448112 +2023-12-04 00:08:57,800 - Epoch: [26][13900/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.447850 +2023-12-04 00:09:44,225 - Epoch: [26][14000/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.447967 +2023-12-04 00:10:27,005 - Epoch: [26][14100/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.447823 +2023-12-04 00:11:11,738 - Epoch: [26][14200/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.447819 +2023-12-04 00:11:54,776 - Epoch: [26][14300/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.447697 +2023-12-04 00:12:41,400 - Epoch: [26][14400/31148] Overall Loss 0.010062 Objective Loss 0.000000 Distill Loss 0.010062 LR 0.000031 Time 0.447825 +2023-12-04 00:13:28,933 - Epoch: [26][14500/31148] Overall Loss 0.010063 Objective Loss 0.000000 Distill Loss 0.010063 LR 0.000031 Time 0.448014 +2023-12-04 00:14:11,416 - Epoch: [26][14600/31148] Overall Loss 0.010063 Objective Loss 0.000000 Distill Loss 0.010063 LR 0.000031 Time 0.447855 +2023-12-04 00:14:53,214 - Epoch: [26][14700/31148] Overall Loss 0.010063 Objective Loss 0.000000 Distill Loss 0.010063 LR 0.000031 Time 0.447651 +2023-12-04 00:15:35,336 - Epoch: [26][14800/31148] Overall Loss 0.010063 Objective Loss 0.000000 Distill Loss 0.010063 LR 0.000031 Time 0.447472 +2023-12-04 00:16:22,516 - Epoch: [26][14900/31148] Overall Loss 0.010063 Objective Loss 0.000000 Distill Loss 0.010063 LR 0.000031 Time 0.447635 +2023-12-04 00:17:04,338 - Epoch: [26][15000/31148] Overall Loss 0.010063 Objective Loss 0.000000 Distill Loss 0.010063 LR 0.000031 Time 0.447438 +2023-12-04 00:17:39,874 - Epoch: [26][15100/31148] Overall Loss 0.010065 Objective Loss 0.000000 Distill Loss 0.010065 LR 0.000031 Time 0.446828 +2023-12-04 00:18:26,467 - Epoch: [26][15200/31148] Overall Loss 0.010065 Objective Loss 0.000000 Distill Loss 0.010065 LR 0.000031 Time 0.446953 +2023-12-04 00:19:09,924 - Epoch: [26][15300/31148] Overall Loss 0.010066 Objective Loss 0.000000 Distill Loss 0.010066 LR 0.000031 Time 0.446872 +2023-12-04 00:19:56,985 - Epoch: [26][15400/31148] Overall Loss 0.010066 Objective Loss 0.000000 Distill Loss 0.010066 LR 0.000031 Time 0.447025 +2023-12-04 00:20:35,845 - Epoch: [26][15500/31148] Overall Loss 0.010066 Objective Loss 0.000000 Distill Loss 0.010066 LR 0.000031 Time 0.446648 +2023-12-04 00:21:20,713 - Epoch: [26][15600/31148] Overall Loss 0.010066 Objective Loss 0.000000 Distill Loss 0.010066 LR 0.000031 Time 0.446660 +2023-12-04 00:22:06,208 - Epoch: [26][15700/31148] Overall Loss 0.010066 Objective Loss 0.000000 Distill Loss 0.010066 LR 0.000031 Time 0.446713 +2023-12-04 00:23:00,353 - Epoch: [26][15800/31148] Overall Loss 0.010066 Objective Loss 0.000000 Distill Loss 0.010066 LR 0.000031 Time 0.447312 +2023-12-04 00:23:35,098 - Epoch: [26][15900/31148] Overall Loss 0.010066 Objective Loss 0.000000 Distill Loss 0.010066 LR 0.000031 Time 0.446683 +2023-12-04 00:24:28,719 - Epoch: [26][16000/31148] Overall Loss 0.010067 Objective Loss 0.000000 Distill Loss 0.010067 LR 0.000031 Time 0.447242 +2023-12-04 00:25:05,819 - Epoch: [26][16100/31148] Overall Loss 0.010067 Objective Loss 0.000000 Distill Loss 0.010067 LR 0.000031 Time 0.446768 +2023-12-04 00:25:55,104 - Epoch: [26][16200/31148] Overall Loss 0.010067 Objective Loss 0.000000 Distill Loss 0.010067 LR 0.000031 Time 0.447052 +2023-12-04 00:26:42,832 - Epoch: [26][16300/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.447237 +2023-12-04 00:27:26,268 - Epoch: [26][16400/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447158 +2023-12-04 00:28:12,415 - Epoch: [26][16500/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447245 +2023-12-04 00:28:47,348 - Epoch: [26][16600/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.446654 +2023-12-04 00:29:40,772 - Epoch: [26][16700/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447179 +2023-12-04 00:30:20,596 - Epoch: [26][16800/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.446887 +2023-12-04 00:31:02,280 - Epoch: [26][16900/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.446709 +2023-12-04 00:31:53,156 - Epoch: [26][17000/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.447073 +2023-12-04 00:32:34,186 - Epoch: [26][17100/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.446858 +2023-12-04 00:33:20,680 - Epoch: [26][17200/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.446962 +2023-12-04 00:34:07,565 - Epoch: [26][17300/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447088 +2023-12-04 00:35:00,859 - Epoch: [26][17400/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447581 +2023-12-04 00:35:47,102 - Epoch: [26][17500/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447666 +2023-12-04 00:36:26,136 - Epoch: [26][17600/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447340 +2023-12-04 00:37:04,043 - Epoch: [26][17700/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.446954 +2023-12-04 00:37:49,348 - Epoch: [26][17800/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.446988 +2023-12-04 00:38:38,745 - Epoch: [26][17900/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447250 +2023-12-04 00:39:23,484 - Epoch: [26][18000/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447250 +2023-12-04 00:40:14,014 - Epoch: [26][18100/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.447570 +2023-12-04 00:40:58,854 - Epoch: [26][18200/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.447575 +2023-12-04 00:41:44,365 - Epoch: [26][18300/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.447615 +2023-12-04 00:42:28,232 - Epoch: [26][18400/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447566 +2023-12-04 00:43:16,488 - Epoch: [26][18500/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447755 +2023-12-04 00:43:53,740 - Epoch: [26][18600/31148] Overall Loss 0.010068 Objective Loss 0.000000 Distill Loss 0.010068 LR 0.000031 Time 0.447350 +2023-12-04 00:44:35,331 - Epoch: [26][18700/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447182 +2023-12-04 00:45:23,656 - Epoch: [26][18800/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447373 +2023-12-04 00:46:05,514 - Epoch: [26][18900/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447221 +2023-12-04 00:46:49,619 - Epoch: [26][19000/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447188 +2023-12-04 00:47:34,706 - Epoch: [26][19100/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.447207 +2023-12-04 00:48:22,839 - Epoch: [26][19200/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447384 +2023-12-04 00:48:59,578 - Epoch: [26][19300/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446969 +2023-12-04 00:49:40,601 - Epoch: [26][19400/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446779 +2023-12-04 00:50:24,745 - Epoch: [26][19500/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446752 +2023-12-04 00:51:12,868 - Epoch: [26][19600/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446927 +2023-12-04 00:51:53,236 - Epoch: [26][19700/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446707 +2023-12-04 00:52:41,716 - Epoch: [26][19800/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446899 +2023-12-04 00:53:30,542 - Epoch: [26][19900/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447107 +2023-12-04 00:54:11,240 - Epoch: [26][20000/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446906 +2023-12-04 00:54:54,041 - Epoch: [26][20100/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.446811 +2023-12-04 00:55:32,237 - Epoch: [26][20200/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446490 +2023-12-04 00:56:21,519 - Epoch: [26][20300/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.446718 +2023-12-04 00:56:57,125 - Epoch: [26][20400/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446273 +2023-12-04 00:57:43,126 - Epoch: [26][20500/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446340 +2023-12-04 00:58:30,166 - Epoch: [26][20600/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446456 +2023-12-04 00:59:19,935 - Epoch: [26][20700/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446703 +2023-12-04 01:00:00,187 - Epoch: [26][20800/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446491 +2023-12-04 01:00:54,525 - Epoch: [26][20900/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.446954 +2023-12-04 01:01:42,239 - Epoch: [26][21000/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447097 +2023-12-04 01:02:26,162 - Epoch: [26][21100/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447060 +2023-12-04 01:03:19,262 - Epoch: [26][21200/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.447455 +2023-12-04 01:04:05,155 - Epoch: [26][21300/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447509 +2023-12-04 01:04:48,700 - Epoch: [26][21400/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447452 +2023-12-04 01:05:25,117 - Epoch: [26][21500/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447064 +2023-12-04 01:06:09,265 - Epoch: [26][21600/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447038 +2023-12-04 01:06:56,835 - Epoch: [26][21700/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.447170 +2023-12-04 01:07:38,824 - Epoch: [26][21800/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.447044 +2023-12-04 01:08:23,153 - Epoch: [26][21900/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.447027 +2023-12-04 01:09:05,939 - Epoch: [26][22000/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.446939 +2023-12-04 01:09:51,068 - Epoch: [26][22100/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.446959 +2023-12-04 01:10:32,782 - Epoch: [26][22200/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.446824 +2023-12-04 01:11:18,328 - Epoch: [26][22300/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.446863 +2023-12-04 01:11:49,921 - Epoch: [26][22400/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.446277 +2023-12-04 01:12:18,775 - Epoch: [26][22500/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.445576 +2023-12-04 01:12:46,779 - Epoch: [26][22600/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.444844 +2023-12-04 01:13:15,228 - Epoch: [26][22700/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.444137 +2023-12-04 01:13:43,227 - Epoch: [26][22800/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.443417 +2023-12-04 01:14:11,229 - Epoch: [26][22900/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.442703 +2023-12-04 01:14:39,152 - Epoch: [26][23000/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.441992 +2023-12-04 01:15:07,242 - Epoch: [26][23100/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.441295 +2023-12-04 01:15:35,182 - Epoch: [26][23200/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.440597 +2023-12-04 01:16:03,362 - Epoch: [26][23300/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.439915 +2023-12-04 01:16:31,137 - Epoch: [26][23400/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.439222 +2023-12-04 01:16:58,991 - Epoch: [26][23500/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.438538 +2023-12-04 01:17:40,588 - Epoch: [26][23600/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.438442 +2023-12-04 01:18:26,532 - Epoch: [26][23700/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.438530 +2023-12-04 01:19:05,688 - Epoch: [26][23800/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.438333 +2023-12-04 01:19:49,001 - Epoch: [26][23900/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.438311 +2023-12-04 01:20:32,293 - Epoch: [26][24000/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.438288 +2023-12-04 01:21:16,681 - Epoch: [26][24100/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.438311 +2023-12-04 01:22:08,208 - Epoch: [26][24200/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.438628 +2023-12-04 01:23:07,159 - Epoch: [26][24300/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.439249 +2023-12-04 01:24:06,907 - Epoch: [26][24400/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.439897 +2023-12-04 01:24:55,963 - Epoch: [26][24500/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440104 +2023-12-04 01:25:36,610 - Epoch: [26][24600/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.439967 +2023-12-04 01:26:24,668 - Epoch: [26][24700/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.440131 +2023-12-04 01:27:07,174 - Epoch: [26][24800/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.440070 +2023-12-04 01:27:56,664 - Epoch: [26][24900/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.440290 +2023-12-04 01:28:47,523 - Epoch: [26][25000/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440563 +2023-12-04 01:29:22,263 - Epoch: [26][25100/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440191 +2023-12-04 01:30:07,585 - Epoch: [26][25200/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440243 +2023-12-04 01:30:57,976 - Epoch: [26][25300/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440494 +2023-12-04 01:31:39,047 - Epoch: [26][25400/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440376 +2023-12-04 01:32:25,498 - Epoch: [26][25500/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440471 +2023-12-04 01:33:19,501 - Epoch: [26][25600/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.440859 +2023-12-04 01:34:13,160 - Epoch: [26][25700/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.441232 +2023-12-04 01:35:12,008 - Epoch: [26][25800/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.441802 +2023-12-04 01:36:03,343 - Epoch: [26][25900/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.442078 +2023-12-04 01:36:56,188 - Epoch: [26][26000/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.442410 +2023-12-04 01:37:39,036 - Epoch: [26][26100/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.442356 +2023-12-04 01:38:35,622 - Epoch: [26][26200/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.442827 +2023-12-04 01:39:23,816 - Epoch: [26][26300/31148] Overall Loss 0.010073 Objective Loss 0.000000 Distill Loss 0.010073 LR 0.000031 Time 0.442976 +2023-12-04 01:40:14,162 - Epoch: [26][26400/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.443205 +2023-12-04 01:40:55,340 - Epoch: [26][26500/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.443086 +2023-12-04 01:41:45,455 - Epoch: [26][26600/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.443304 +2023-12-04 01:42:34,982 - Epoch: [26][26700/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.443498 +2023-12-04 01:43:24,712 - Epoch: [26][26800/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.443699 +2023-12-04 01:44:16,609 - Epoch: [26][26900/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.443978 +2023-12-04 01:45:04,047 - Epoch: [26][27000/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.444090 +2023-12-04 01:45:41,674 - Epoch: [26][27100/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.443840 +2023-12-04 01:46:34,417 - Epoch: [26][27200/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.444147 +2023-12-04 01:47:20,460 - Epoch: [26][27300/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.444206 +2023-12-04 01:48:04,748 - Epoch: [26][27400/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.444201 +2023-12-04 01:48:49,957 - Epoch: [26][27500/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.444230 +2023-12-04 01:49:44,733 - Epoch: [26][27600/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.444605 +2023-12-04 01:50:32,604 - Epoch: [26][27700/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.444727 +2023-12-04 01:51:17,737 - Epoch: [26][27800/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.444751 +2023-12-04 01:52:07,566 - Epoch: [26][27900/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.444942 +2023-12-04 01:52:58,114 - Epoch: [26][28000/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.445158 +2023-12-04 01:53:49,396 - Epoch: [26][28100/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.445399 +2023-12-04 01:54:35,546 - Epoch: [26][28200/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.445456 +2023-12-04 01:55:14,680 - Epoch: [26][28300/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.445264 +2023-12-04 01:56:02,474 - Epoch: [26][28400/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.445379 +2023-12-04 01:56:48,284 - Epoch: [26][28500/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.445424 +2023-12-04 01:57:34,120 - Epoch: [26][28600/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.445469 +2023-12-04 01:58:21,623 - Epoch: [26][28700/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.445571 +2023-12-04 01:59:11,213 - Epoch: [26][28800/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.445746 +2023-12-04 01:59:57,623 - Epoch: [26][28900/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.445809 +2023-12-04 02:00:58,698 - Epoch: [26][29000/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.446378 +2023-12-04 02:01:48,756 - Epoch: [26][29100/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.446564 +2023-12-04 02:02:34,930 - Epoch: [26][29200/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.446615 +2023-12-04 02:03:22,630 - Epoch: [26][29300/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.446719 +2023-12-04 02:04:02,803 - Epoch: [26][29400/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.446565 +2023-12-04 02:04:46,438 - Epoch: [26][29500/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.446531 +2023-12-04 02:05:47,443 - Epoch: [26][29600/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.447083 +2023-12-04 02:06:32,035 - Epoch: [26][29700/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.447079 +2023-12-04 02:07:17,243 - Epoch: [26][29800/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.447095 +2023-12-04 02:07:58,544 - Epoch: [26][29900/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.446981 +2023-12-04 02:08:51,151 - Epoch: [26][30000/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.447244 +2023-12-04 02:09:40,952 - Epoch: [26][30100/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.447413 +2023-12-04 02:10:28,384 - Epoch: [26][30200/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.447502 +2023-12-04 02:11:18,777 - Epoch: [26][30300/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.447688 +2023-12-04 02:12:09,964 - Epoch: [26][30400/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.447899 +2023-12-04 02:13:01,848 - Epoch: [26][30500/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.448131 +2023-12-04 02:13:49,517 - Epoch: [26][30600/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.448224 +2023-12-04 02:14:40,217 - Epoch: [26][30700/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.448415 +2023-12-04 02:15:21,102 - Epoch: [26][30800/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.448287 +2023-12-04 02:16:09,087 - Epoch: [26][30900/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.448388 +2023-12-04 02:16:58,991 - Epoch: [26][31000/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.448552 +2023-12-04 02:17:43,334 - Epoch: [26][31100/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.448535 +2023-12-04 02:18:04,932 - Epoch: [26][31148/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.448537 +2023-12-04 02:18:05,982 - --- validate (epoch=26)----------- +2023-12-04 02:18:05,982 - 167951 samples (100 per mini-batch) +2023-12-04 02:18:33,403 - Epoch: [26][ 100/ 1680] Loss 0.000000 Overall Loss 0.010724 +2023-12-04 02:18:56,588 - Epoch: [26][ 200/ 1680] Loss 0.000000 Overall Loss 0.010706 +2023-12-04 02:19:20,016 - Epoch: [26][ 300/ 1680] Loss 0.000000 Overall Loss 0.010722 +2023-12-04 02:19:43,254 - Epoch: [26][ 400/ 1680] Loss 0.000000 Overall Loss 0.010715 +2023-12-04 02:20:06,295 - Epoch: [26][ 500/ 1680] Loss 0.000000 Overall Loss 0.010718 +2023-12-04 02:20:29,725 - Epoch: [26][ 600/ 1680] Loss 0.000000 Overall Loss 0.010728 +2023-12-04 02:20:53,999 - Epoch: [26][ 700/ 1680] Loss 0.000000 Overall Loss 0.010725 +2023-12-04 02:21:17,433 - Epoch: [26][ 800/ 1680] Loss 0.000000 Overall Loss 0.010719 +2023-12-04 02:21:41,631 - Epoch: [26][ 900/ 1680] Loss 0.000000 Overall Loss 0.010712 +2023-12-04 02:22:05,222 - Epoch: [26][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010710 +2023-12-04 02:22:28,353 - Epoch: [26][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010708 +2023-12-04 02:22:51,431 - Epoch: [26][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010713 +2023-12-04 02:23:14,147 - Epoch: [26][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010715 +2023-12-04 02:23:36,975 - Epoch: [26][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010717 +2023-12-04 02:24:00,636 - Epoch: [26][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010717 +2023-12-04 02:24:23,223 - Epoch: [26][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010719 +2023-12-04 02:24:41,475 - Epoch: [26][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010714 +2023-12-04 02:24:41,965 - ==> Overall Loss: 0.011 + +2023-12-04 02:24:41,972 - ==> Best [Overall Loss: 0.010714 on epoch: 26] +2023-12-04 02:24:41,972 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-04 02:24:42,023 - + +2023-12-04 02:24:42,024 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-04 02:25:53,128 - Epoch: [27][ 100/31148] Overall Loss 0.010108 Objective Loss 0.000000 Distill Loss 0.010108 LR 0.000031 Time 0.710954 +2023-12-04 02:26:43,490 - Epoch: [27][ 200/31148] Overall Loss 0.010072 Objective Loss 0.000000 Distill Loss 0.010072 LR 0.000031 Time 0.607250 +2023-12-04 02:27:29,886 - Epoch: [27][ 300/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.559459 +2023-12-04 02:28:23,209 - Epoch: [27][ 400/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.552885 +2023-12-04 02:29:06,950 - Epoch: [27][ 500/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.529776 +2023-12-04 02:29:55,722 - Epoch: [27][ 600/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.522753 +2023-12-04 02:30:36,567 - Epoch: [27][ 700/31148] Overall Loss 0.010102 Objective Loss 0.000000 Distill Loss 0.010102 LR 0.000031 Time 0.506412 +2023-12-04 02:31:17,470 - Epoch: [27][ 800/31148] Overall Loss 0.010112 Objective Loss 0.000000 Distill Loss 0.010112 LR 0.000031 Time 0.494230 +2023-12-04 02:32:03,981 - Epoch: [27][ 900/31148] Overall Loss 0.010090 Objective Loss 0.000000 Distill Loss 0.010090 LR 0.000031 Time 0.490987 +2023-12-04 02:32:47,964 - Epoch: [27][ 1000/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.485863 +2023-12-04 02:33:39,719 - Epoch: [27][ 1100/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.488737 +2023-12-04 02:34:17,045 - Epoch: [27][ 1200/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.479107 +2023-12-04 02:35:25,921 - Epoch: [27][ 1300/31148] Overall Loss 0.010069 Objective Loss 0.000000 Distill Loss 0.010069 LR 0.000031 Time 0.495229 +2023-12-04 02:36:01,605 - Epoch: [27][ 1400/31148] Overall Loss 0.010071 Objective Loss 0.000000 Distill Loss 0.010071 LR 0.000031 Time 0.485339 +2023-12-04 02:36:53,221 - Epoch: [27][ 1500/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.487388 +2023-12-04 02:37:38,193 - Epoch: [27][ 1600/31148] Overall Loss 0.010070 Objective Loss 0.000000 Distill Loss 0.010070 LR 0.000031 Time 0.485029 +2023-12-04 02:38:24,827 - Epoch: [27][ 1700/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.483926 +2023-12-04 02:39:15,210 - Epoch: [27][ 1800/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.485028 +2023-12-04 02:39:56,287 - Epoch: [27][ 1900/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.481115 +2023-12-04 02:40:41,440 - Epoch: [27][ 2000/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.479632 +2023-12-04 02:41:28,295 - Epoch: [27][ 2100/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.479101 +2023-12-04 02:42:16,588 - Epoch: [27][ 2200/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.479271 +2023-12-04 02:42:57,329 - Epoch: [27][ 2300/31148] Overall Loss 0.010091 Objective Loss 0.000000 Distill Loss 0.010091 LR 0.000031 Time 0.476144 +2023-12-04 02:43:48,637 - Epoch: [27][ 2400/31148] Overall Loss 0.010093 Objective Loss 0.000000 Distill Loss 0.010093 LR 0.000031 Time 0.477680 +2023-12-04 02:44:37,343 - Epoch: [27][ 2500/31148] Overall Loss 0.010094 Objective Loss 0.000000 Distill Loss 0.010094 LR 0.000031 Time 0.478052 +2023-12-04 02:45:19,950 - Epoch: [27][ 2600/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.476050 +2023-12-04 02:46:02,217 - Epoch: [27][ 2700/31148] Overall Loss 0.010101 Objective Loss 0.000000 Distill Loss 0.010101 LR 0.000031 Time 0.474070 +2023-12-04 02:46:44,761 - Epoch: [27][ 2800/31148] Overall Loss 0.010100 Objective Loss 0.000000 Distill Loss 0.010100 LR 0.000031 Time 0.472331 +2023-12-04 02:47:38,461 - Epoch: [27][ 2900/31148] Overall Loss 0.010099 Objective Loss 0.000000 Distill Loss 0.010099 LR 0.000031 Time 0.474558 +2023-12-04 02:48:30,316 - Epoch: [27][ 3000/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.476022 +2023-12-04 02:49:16,021 - Epoch: [27][ 3100/31148] Overall Loss 0.010095 Objective Loss 0.000000 Distill Loss 0.010095 LR 0.000031 Time 0.475408 +2023-12-04 02:50:03,051 - Epoch: [27][ 3200/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.475246 +2023-12-04 02:50:46,981 - Epoch: [27][ 3300/31148] Overall Loss 0.010095 Objective Loss 0.000000 Distill Loss 0.010095 LR 0.000031 Time 0.474154 +2023-12-04 02:51:22,490 - Epoch: [27][ 3400/31148] Overall Loss 0.010095 Objective Loss 0.000000 Distill Loss 0.010095 LR 0.000031 Time 0.470650 +2023-12-04 02:52:05,969 - Epoch: [27][ 3500/31148] Overall Loss 0.010092 Objective Loss 0.000000 Distill Loss 0.010092 LR 0.000031 Time 0.469623 +2023-12-04 02:52:50,012 - Epoch: [27][ 3600/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.468810 +2023-12-04 02:53:29,754 - Epoch: [27][ 3700/31148] Overall Loss 0.010096 Objective Loss 0.000000 Distill Loss 0.010096 LR 0.000031 Time 0.466879 +2023-12-04 02:54:10,801 - Epoch: [27][ 3800/31148] Overall Loss 0.010093 Objective Loss 0.000000 Distill Loss 0.010093 LR 0.000031 Time 0.465392 +2023-12-04 02:54:57,161 - Epoch: [27][ 3900/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.465344 +2023-12-04 02:55:47,667 - Epoch: [27][ 4000/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.466335 +2023-12-04 02:56:27,242 - Epoch: [27][ 4100/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.464612 +2023-12-04 02:57:01,075 - Epoch: [27][ 4200/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.461604 +2023-12-04 02:57:44,479 - Epoch: [27][ 4300/31148] Overall Loss 0.010100 Objective Loss 0.000000 Distill Loss 0.010100 LR 0.000031 Time 0.460961 +2023-12-04 02:58:23,570 - Epoch: [27][ 4400/31148] Overall Loss 0.010099 Objective Loss 0.000000 Distill Loss 0.010099 LR 0.000031 Time 0.459367 +2023-12-04 02:59:08,220 - Epoch: [27][ 4500/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.459079 +2023-12-04 02:59:47,943 - Epoch: [27][ 4600/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.457733 +2023-12-04 03:00:25,000 - Epoch: [27][ 4700/31148] Overall Loss 0.010096 Objective Loss 0.000000 Distill Loss 0.010096 LR 0.000031 Time 0.455877 +2023-12-04 03:01:06,966 - Epoch: [27][ 4800/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.455121 +2023-12-04 03:01:49,254 - Epoch: [27][ 4900/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.454462 +2023-12-04 03:02:37,091 - Epoch: [27][ 5000/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.454938 +2023-12-04 03:03:17,709 - Epoch: [27][ 5100/31148] Overall Loss 0.010097 Objective Loss 0.000000 Distill Loss 0.010097 LR 0.000031 Time 0.453981 +2023-12-04 03:04:03,030 - Epoch: [27][ 5200/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.453965 +2023-12-04 03:04:51,270 - Epoch: [27][ 5300/31148] Overall Loss 0.010096 Objective Loss 0.000000 Distill Loss 0.010096 LR 0.000031 Time 0.454499 +2023-12-04 03:05:29,299 - Epoch: [27][ 5400/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.453124 +2023-12-04 03:06:13,766 - Epoch: [27][ 5500/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.452969 +2023-12-04 03:06:52,366 - Epoch: [27][ 5600/31148] Overall Loss 0.010098 Objective Loss 0.000000 Distill Loss 0.010098 LR 0.000031 Time 0.451772 +2023-12-04 03:07:32,915 - Epoch: [27][ 5700/31148] Overall Loss 0.010099 Objective Loss 0.000000 Distill Loss 0.010099 LR 0.000031 Time 0.450958 +2023-12-04 03:08:13,562 - Epoch: [27][ 5800/31148] Overall Loss 0.010095 Objective Loss 0.000000 Distill Loss 0.010095 LR 0.000031 Time 0.450190 +2023-12-04 03:08:55,931 - Epoch: [27][ 5900/31148] Overall Loss 0.010094 Objective Loss 0.000000 Distill Loss 0.010094 LR 0.000031 Time 0.449740 +2023-12-04 03:09:41,946 - Epoch: [27][ 6000/31148] Overall Loss 0.010094 Objective Loss 0.000000 Distill Loss 0.010094 LR 0.000031 Time 0.449912 +2023-12-04 03:10:20,780 - Epoch: [27][ 6100/31148] Overall Loss 0.010095 Objective Loss 0.000000 Distill Loss 0.010095 LR 0.000031 Time 0.448902 +2023-12-04 03:11:09,796 - Epoch: [27][ 6200/31148] Overall Loss 0.010092 Objective Loss 0.000000 Distill Loss 0.010092 LR 0.000031 Time 0.449566 +2023-12-04 03:11:55,614 - Epoch: [27][ 6300/31148] Overall Loss 0.010092 Objective Loss 0.000000 Distill Loss 0.010092 LR 0.000031 Time 0.449702 +2023-12-04 03:12:49,715 - Epoch: [27][ 6400/31148] Overall Loss 0.010092 Objective Loss 0.000000 Distill Loss 0.010092 LR 0.000031 Time 0.451127 +2023-12-04 03:13:28,276 - Epoch: [27][ 6500/31148] Overall Loss 0.010091 Objective Loss 0.000000 Distill Loss 0.010091 LR 0.000031 Time 0.450118 +2023-12-04 03:14:25,421 - Epoch: [27][ 6600/31148] Overall Loss 0.010091 Objective Loss 0.000000 Distill Loss 0.010091 LR 0.000031 Time 0.451955 +2023-12-04 03:15:03,821 - Epoch: [27][ 6700/31148] Overall Loss 0.010091 Objective Loss 0.000000 Distill Loss 0.010091 LR 0.000031 Time 0.450940 +2023-12-04 03:15:50,619 - Epoch: [27][ 6800/31148] Overall Loss 0.010091 Objective Loss 0.000000 Distill Loss 0.010091 LR 0.000031 Time 0.451189 +2023-12-04 03:16:32,957 - Epoch: [27][ 6900/31148] Overall Loss 0.010091 Objective Loss 0.000000 Distill Loss 0.010091 LR 0.000031 Time 0.450785 +2023-12-04 03:17:12,136 - Epoch: [27][ 7000/31148] Overall Loss 0.010090 Objective Loss 0.000000 Distill Loss 0.010090 LR 0.000031 Time 0.449942 +2023-12-04 03:17:52,051 - Epoch: [27][ 7100/31148] Overall Loss 0.010089 Objective Loss 0.000000 Distill Loss 0.010089 LR 0.000031 Time 0.449225 +2023-12-04 03:18:38,819 - Epoch: [27][ 7200/31148] Overall Loss 0.010090 Objective Loss 0.000000 Distill Loss 0.010090 LR 0.000031 Time 0.449480 +2023-12-04 03:19:18,789 - Epoch: [27][ 7300/31148] Overall Loss 0.010091 Objective Loss 0.000000 Distill Loss 0.010091 LR 0.000031 Time 0.448797 +2023-12-04 03:20:00,644 - Epoch: [27][ 7400/31148] Overall Loss 0.010089 Objective Loss 0.000000 Distill Loss 0.010089 LR 0.000031 Time 0.448388 +2023-12-04 03:20:44,059 - Epoch: [27][ 7500/31148] Overall Loss 0.010090 Objective Loss 0.000000 Distill Loss 0.010090 LR 0.000031 Time 0.448197 +2023-12-04 03:21:28,881 - Epoch: [27][ 7600/31148] Overall Loss 0.010090 Objective Loss 0.000000 Distill Loss 0.010090 LR 0.000031 Time 0.448196 +2023-12-04 03:22:13,575 - Epoch: [27][ 7700/31148] Overall Loss 0.010090 Objective Loss 0.000000 Distill Loss 0.010090 LR 0.000031 Time 0.448179 +2023-12-04 03:23:00,257 - Epoch: [27][ 7800/31148] Overall Loss 0.010087 Objective Loss 0.000000 Distill Loss 0.010087 LR 0.000031 Time 0.448417 +2023-12-04 03:23:53,509 - Epoch: [27][ 7900/31148] Overall Loss 0.010086 Objective Loss 0.000000 Distill Loss 0.010086 LR 0.000031 Time 0.449481 +2023-12-04 03:24:43,304 - Epoch: [27][ 8000/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.450085 +2023-12-04 03:25:19,054 - Epoch: [27][ 8100/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.448941 +2023-12-04 03:26:05,297 - Epoch: [27][ 8200/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.449105 +2023-12-04 03:26:43,942 - Epoch: [27][ 8300/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.448349 +2023-12-04 03:27:29,829 - Epoch: [27][ 8400/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.448474 +2023-12-04 03:28:08,668 - Epoch: [27][ 8500/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.447766 +2023-12-04 03:28:51,609 - Epoch: [27][ 8600/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.447552 +2023-12-04 03:29:31,980 - Epoch: [27][ 8700/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.447047 +2023-12-04 03:30:20,796 - Epoch: [27][ 8800/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.447513 +2023-12-04 03:31:08,261 - Epoch: [27][ 8900/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.447817 +2023-12-04 03:31:48,890 - Epoch: [27][ 9000/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.447355 +2023-12-04 03:32:31,694 - Epoch: [27][ 9100/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.447142 +2023-12-04 03:33:19,815 - Epoch: [27][ 9200/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.447512 +2023-12-04 03:34:01,239 - Epoch: [27][ 9300/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.447153 +2023-12-04 03:34:40,242 - Epoch: [27][ 9400/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.446545 +2023-12-04 03:35:18,358 - Epoch: [27][ 9500/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.445856 +2023-12-04 03:35:59,195 - Epoch: [27][ 9600/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.445464 +2023-12-04 03:36:39,309 - Epoch: [27][ 9700/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.445007 +2023-12-04 03:37:36,608 - Epoch: [27][ 9800/31148] Overall Loss 0.010085 Objective Loss 0.000000 Distill Loss 0.010085 LR 0.000031 Time 0.446312 +2023-12-04 03:38:12,789 - Epoch: [27][ 9900/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.445458 +2023-12-04 03:38:54,513 - Epoch: [27][10000/31148] Overall Loss 0.010084 Objective Loss 0.000000 Distill Loss 0.010084 LR 0.000031 Time 0.445175 +2023-12-04 03:39:43,050 - Epoch: [27][10100/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.445572 +2023-12-04 03:40:26,247 - Epoch: [27][10200/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.445438 +2023-12-04 03:41:11,622 - Epoch: [27][10300/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.445518 +2023-12-04 03:41:52,374 - Epoch: [27][10400/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.445152 +2023-12-04 03:42:39,268 - Epoch: [27][10500/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.445378 +2023-12-04 03:43:23,389 - Epoch: [27][10600/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.445338 +2023-12-04 03:44:08,574 - Epoch: [27][10700/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.445398 +2023-12-04 03:44:48,975 - Epoch: [27][10800/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.445014 +2023-12-04 03:45:30,608 - Epoch: [27][10900/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.444750 +2023-12-04 03:46:13,877 - Epoch: [27][11000/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.444640 +2023-12-04 03:47:00,595 - Epoch: [27][11100/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.444842 +2023-12-04 03:47:45,670 - Epoch: [27][11200/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.444894 +2023-12-04 03:48:31,234 - Epoch: [27][11300/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.444989 +2023-12-04 03:49:12,739 - Epoch: [27][11400/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.444726 +2023-12-04 03:49:56,943 - Epoch: [27][11500/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.444702 +2023-12-04 03:50:35,460 - Epoch: [27][11600/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.444188 +2023-12-04 03:51:19,972 - Epoch: [27][11700/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.444195 +2023-12-04 03:52:04,621 - Epoch: [27][11800/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.444214 +2023-12-04 03:52:47,272 - Epoch: [27][11900/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.444064 +2023-12-04 03:53:28,987 - Epoch: [27][12000/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443840 +2023-12-04 03:54:11,511 - Epoch: [27][12100/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443685 +2023-12-04 03:55:00,232 - Epoch: [27][12200/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.444041 +2023-12-04 03:55:38,606 - Epoch: [27][12300/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.443551 +2023-12-04 03:56:19,699 - Epoch: [27][12400/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443287 +2023-12-04 03:57:00,289 - Epoch: [27][12500/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442987 +2023-12-04 03:57:46,156 - Epoch: [27][12600/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443111 +2023-12-04 03:58:29,696 - Epoch: [27][12700/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443050 +2023-12-04 03:59:11,488 - Epoch: [27][12800/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.442853 +2023-12-04 04:00:00,189 - Epoch: [27][12900/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443195 +2023-12-04 04:00:41,938 - Epoch: [27][13000/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.442997 +2023-12-04 04:01:21,166 - Epoch: [27][13100/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.442609 +2023-12-04 04:02:10,558 - Epoch: [27][13200/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.442997 +2023-12-04 04:02:51,228 - Epoch: [27][13300/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.442724 +2023-12-04 04:03:41,530 - Epoch: [27][13400/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.443173 +2023-12-04 04:04:22,642 - Epoch: [27][13500/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.442935 +2023-12-04 04:05:04,835 - Epoch: [27][13600/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.442780 +2023-12-04 04:05:52,342 - Epoch: [27][13700/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.443015 +2023-12-04 04:06:39,219 - Epoch: [27][13800/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.443201 +2023-12-04 04:07:27,873 - Epoch: [27][13900/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.443513 +2023-12-04 04:08:07,700 - Epoch: [27][14000/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.443189 +2023-12-04 04:08:48,190 - Epoch: [27][14100/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.442917 +2023-12-04 04:09:27,368 - Epoch: [27][14200/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.442556 +2023-12-04 04:10:23,812 - Epoch: [27][14300/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443408 +2023-12-04 04:11:15,974 - Epoch: [27][14400/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.443951 +2023-12-04 04:11:52,927 - Epoch: [27][14500/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.443437 +2023-12-04 04:12:38,088 - Epoch: [27][14600/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.443492 +2023-12-04 04:13:24,804 - Epoch: [27][14700/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.443653 +2023-12-04 04:14:01,957 - Epoch: [27][14800/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.443165 +2023-12-04 04:14:44,673 - Epoch: [27][14900/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.443057 +2023-12-04 04:15:33,457 - Epoch: [27][15000/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.443355 +2023-12-04 04:16:18,164 - Epoch: [27][15100/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.443379 +2023-12-04 04:16:56,751 - Epoch: [27][15200/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.443000 +2023-12-04 04:17:37,937 - Epoch: [27][15300/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.442796 +2023-12-04 04:18:30,816 - Epoch: [27][15400/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.443354 +2023-12-04 04:19:06,061 - Epoch: [27][15500/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.442768 +2023-12-04 04:19:48,548 - Epoch: [27][15600/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442652 +2023-12-04 04:20:29,068 - Epoch: [27][15700/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442413 +2023-12-04 04:21:14,037 - Epoch: [27][15800/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442459 +2023-12-04 04:22:03,493 - Epoch: [27][15900/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442786 +2023-12-04 04:22:42,029 - Epoch: [27][16000/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442427 +2023-12-04 04:23:24,711 - Epoch: [27][16100/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442329 +2023-12-04 04:24:16,255 - Epoch: [27][16200/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442780 +2023-12-04 04:25:02,759 - Epoch: [27][16300/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442916 +2023-12-04 04:25:43,208 - Epoch: [27][16400/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.442682 +2023-12-04 04:26:27,890 - Epoch: [27][16500/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442706 +2023-12-04 04:27:08,605 - Epoch: [27][16600/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442492 +2023-12-04 04:27:51,121 - Epoch: [27][16700/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442387 +2023-12-04 04:28:38,286 - Epoch: [27][16800/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.442561 +2023-12-04 04:29:20,500 - Epoch: [27][16900/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.442440 +2023-12-04 04:30:00,370 - Epoch: [27][17000/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.442182 +2023-12-04 04:30:37,892 - Epoch: [27][17100/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.441790 +2023-12-04 04:31:20,062 - Epoch: [27][17200/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.441673 +2023-12-04 04:32:08,933 - Epoch: [27][17300/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.441944 +2023-12-04 04:32:41,727 - Epoch: [27][17400/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.441289 +2023-12-04 04:33:20,045 - Epoch: [27][17500/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.440956 +2023-12-04 04:34:05,023 - Epoch: [27][17600/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.441006 +2023-12-04 04:34:47,033 - Epoch: [27][17700/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.440888 +2023-12-04 04:35:28,426 - Epoch: [27][17800/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.440736 +2023-12-04 04:36:17,820 - Epoch: [27][17900/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.441033 +2023-12-04 04:36:56,660 - Epoch: [27][18000/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.440740 +2023-12-04 04:37:34,211 - Epoch: [27][18100/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.440379 +2023-12-04 04:38:09,627 - Epoch: [27][18200/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.439905 +2023-12-04 04:38:43,709 - Epoch: [27][18300/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.439363 +2023-12-04 04:39:29,093 - Epoch: [27][18400/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.439441 +2023-12-04 04:40:14,580 - Epoch: [27][18500/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.439524 +2023-12-04 04:40:49,776 - Epoch: [27][18600/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.439053 +2023-12-04 04:41:24,184 - Epoch: [27][18700/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.438545 +2023-12-04 04:41:53,983 - Epoch: [27][18800/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.437797 +2023-12-04 04:42:22,365 - Epoch: [27][18900/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.436982 +2023-12-04 04:42:50,497 - Epoch: [27][19000/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.436163 +2023-12-04 04:43:18,762 - Epoch: [27][19100/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.435359 +2023-12-04 04:43:46,801 - Epoch: [27][19200/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.434552 +2023-12-04 04:44:15,325 - Epoch: [27][19300/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.433778 +2023-12-04 04:44:43,364 - Epoch: [27][19400/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.432987 +2023-12-04 04:45:11,471 - Epoch: [27][19500/31148] Overall Loss 0.010074 Objective Loss 0.000000 Distill Loss 0.010074 LR 0.000031 Time 0.432208 +2023-12-04 04:45:40,158 - Epoch: [27][19600/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.431466 +2023-12-04 04:46:08,386 - Epoch: [27][19700/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.430708 +2023-12-04 04:46:35,960 - Epoch: [27][19800/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.429926 +2023-12-04 04:47:12,978 - Epoch: [27][19900/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.429625 +2023-12-04 04:47:51,155 - Epoch: [27][20000/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.429385 +2023-12-04 04:48:28,997 - Epoch: [27][20100/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.429131 +2023-12-04 04:49:08,993 - Epoch: [27][20200/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.428987 +2023-12-04 04:49:51,090 - Epoch: [27][20300/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.428947 +2023-12-04 04:50:39,963 - Epoch: [27][20400/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.429239 +2023-12-04 04:51:21,531 - Epoch: [27][20500/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.429173 +2023-12-04 04:51:58,679 - Epoch: [27][20600/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.428892 +2023-12-04 04:52:47,824 - Epoch: [27][20700/31148] Overall Loss 0.010075 Objective Loss 0.000000 Distill Loss 0.010075 LR 0.000031 Time 0.429194 +2023-12-04 04:53:34,913 - Epoch: [27][20800/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.429394 +2023-12-04 04:54:20,311 - Epoch: [27][20900/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.429512 +2023-12-04 04:54:59,938 - Epoch: [27][21000/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.429353 +2023-12-04 04:55:41,720 - Epoch: [27][21100/31148] Overall Loss 0.010076 Objective Loss 0.000000 Distill Loss 0.010076 LR 0.000031 Time 0.429298 +2023-12-04 04:56:26,513 - Epoch: [27][21200/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.429386 +2023-12-04 04:57:13,852 - Epoch: [27][21300/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.429592 +2023-12-04 04:57:54,095 - Epoch: [27][21400/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.429465 +2023-12-04 04:58:29,954 - Epoch: [27][21500/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.429135 +2023-12-04 04:59:23,445 - Epoch: [27][21600/31148] Overall Loss 0.010077 Objective Loss 0.000000 Distill Loss 0.010077 LR 0.000031 Time 0.429624 +2023-12-04 05:00:08,675 - Epoch: [27][21700/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.429728 +2023-12-04 05:00:48,918 - Epoch: [27][21800/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.429603 +2023-12-04 05:01:35,913 - Epoch: [27][21900/31148] Overall Loss 0.010078 Objective Loss 0.000000 Distill Loss 0.010078 LR 0.000031 Time 0.429787 +2023-12-04 05:02:15,121 - Epoch: [27][22000/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.429615 +2023-12-04 05:02:54,217 - Epoch: [27][22100/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.429440 +2023-12-04 05:03:40,921 - Epoch: [27][22200/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.429609 +2023-12-04 05:04:29,662 - Epoch: [27][22300/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.429867 +2023-12-04 05:05:07,651 - Epoch: [27][22400/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.429644 +2023-12-04 05:05:56,840 - Epoch: [27][22500/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.429920 +2023-12-04 05:06:39,610 - Epoch: [27][22600/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.429910 +2023-12-04 05:07:37,280 - Epoch: [27][22700/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.430556 +2023-12-04 05:08:37,651 - Epoch: [27][22800/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.431316 +2023-12-04 05:09:23,594 - Epoch: [27][22900/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.431438 +2023-12-04 05:10:14,746 - Epoch: [27][23000/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.431786 +2023-12-04 05:11:11,432 - Epoch: [27][23100/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.432370 +2023-12-04 05:11:59,723 - Epoch: [27][23200/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.432588 +2023-12-04 05:12:58,229 - Epoch: [27][23300/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.433242 +2023-12-04 05:14:02,452 - Epoch: [27][23400/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.434135 +2023-12-04 05:14:52,989 - Epoch: [27][23500/31148] Overall Loss 0.010079 Objective Loss 0.000000 Distill Loss 0.010079 LR 0.000031 Time 0.434438 +2023-12-04 05:15:33,483 - Epoch: [27][23600/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.434312 +2023-12-04 05:16:21,154 - Epoch: [27][23700/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.434491 +2023-12-04 05:17:03,453 - Epoch: [27][23800/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.434442 +2023-12-04 05:17:50,878 - Epoch: [27][23900/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.434608 +2023-12-04 05:18:41,700 - Epoch: [27][24000/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.434915 +2023-12-04 05:19:27,001 - Epoch: [27][24100/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.434990 +2023-12-04 05:20:24,433 - Epoch: [27][24200/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.435565 +2023-12-04 05:21:12,836 - Epoch: [27][24300/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.435764 +2023-12-04 05:21:55,200 - Epoch: [27][24400/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.435714 +2023-12-04 05:22:40,084 - Epoch: [27][24500/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.435767 +2023-12-04 05:23:31,232 - Epoch: [27][24600/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.436075 +2023-12-04 05:24:20,935 - Epoch: [27][24700/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.436321 +2023-12-04 05:25:14,485 - Epoch: [27][24800/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.436721 +2023-12-04 05:26:03,457 - Epoch: [27][24900/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.436934 +2023-12-04 05:26:55,470 - Epoch: [27][25000/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.437266 +2023-12-04 05:27:44,167 - Epoch: [27][25100/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.437464 +2023-12-04 05:28:35,350 - Epoch: [27][25200/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.437759 +2023-12-04 05:29:22,774 - Epoch: [27][25300/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.437902 +2023-12-04 05:30:16,268 - Epoch: [27][25400/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.438284 +2023-12-04 05:31:00,366 - Epoch: [27][25500/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.438294 +2023-12-04 05:31:49,298 - Epoch: [27][25600/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.438494 +2023-12-04 05:32:47,453 - Epoch: [27][25700/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.439050 +2023-12-04 05:33:41,969 - Epoch: [27][25800/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.439461 +2023-12-04 05:34:24,267 - Epoch: [27][25900/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.439397 +2023-12-04 05:35:23,870 - Epoch: [27][26000/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.439999 +2023-12-04 05:36:09,595 - Epoch: [27][26100/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.440065 +2023-12-04 05:36:52,177 - Epoch: [27][26200/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440010 +2023-12-04 05:37:38,464 - Epoch: [27][26300/31148] Overall Loss 0.010080 Objective Loss 0.000000 Distill Loss 0.010080 LR 0.000031 Time 0.440097 +2023-12-04 05:38:25,832 - Epoch: [27][26400/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440224 +2023-12-04 05:39:03,530 - Epoch: [27][26500/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.439985 +2023-12-04 05:39:45,238 - Epoch: [27][26600/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.439898 +2023-12-04 05:40:41,839 - Epoch: [27][26700/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440371 +2023-12-04 05:41:25,958 - Epoch: [27][26800/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440373 +2023-12-04 05:42:13,581 - Epoch: [27][26900/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440506 +2023-12-04 05:42:50,103 - Epoch: [27][27000/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440227 +2023-12-04 05:43:45,785 - Epoch: [27][27100/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440657 +2023-12-04 05:44:45,753 - Epoch: [27][27200/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441242 +2023-12-04 05:45:24,379 - Epoch: [27][27300/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441040 +2023-12-04 05:46:06,420 - Epoch: [27][27400/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.440964 +2023-12-04 05:46:59,399 - Epoch: [27][27500/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441287 +2023-12-04 05:47:48,419 - Epoch: [27][27600/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441464 +2023-12-04 05:48:39,796 - Epoch: [27][27700/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.441725 +2023-12-04 05:49:30,544 - Epoch: [27][27800/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441961 +2023-12-04 05:50:18,806 - Epoch: [27][27900/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.442107 +2023-12-04 05:51:09,158 - Epoch: [27][28000/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.442326 +2023-12-04 05:51:46,976 - Epoch: [27][28100/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.442097 +2023-12-04 05:52:25,377 - Epoch: [27][28200/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441891 +2023-12-04 05:53:03,832 - Epoch: [27][28300/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441688 +2023-12-04 05:53:50,280 - Epoch: [27][28400/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441768 +2023-12-04 05:54:37,186 - Epoch: [27][28500/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441864 +2023-12-04 05:55:28,896 - Epoch: [27][28600/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.442126 +2023-12-04 05:56:05,440 - Epoch: [27][28700/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441859 +2023-12-04 05:56:48,806 - Epoch: [27][28800/31148] Overall Loss 0.010081 Objective Loss 0.000000 Distill Loss 0.010081 LR 0.000031 Time 0.441830 +2023-12-04 05:57:39,428 - Epoch: [27][28900/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442053 +2023-12-04 05:58:25,589 - Epoch: [27][29000/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442120 +2023-12-04 05:59:12,272 - Epoch: [27][29100/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442205 +2023-12-04 05:59:51,586 - Epoch: [27][29200/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442036 +2023-12-04 06:00:39,402 - Epoch: [27][29300/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442159 +2023-12-04 06:01:25,163 - Epoch: [27][29400/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442212 +2023-12-04 06:02:12,196 - Epoch: [27][29500/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442307 +2023-12-04 06:02:51,346 - Epoch: [27][29600/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442135 +2023-12-04 06:03:36,184 - Epoch: [27][29700/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442156 +2023-12-04 06:04:18,526 - Epoch: [27][29800/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442093 +2023-12-04 06:05:16,122 - Epoch: [27][29900/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442540 +2023-12-04 06:05:58,803 - Epoch: [27][30000/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442487 +2023-12-04 06:06:40,652 - Epoch: [27][30100/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.442407 +2023-12-04 06:07:27,635 - Epoch: [27][30200/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.442498 +2023-12-04 06:08:18,014 - Epoch: [27][30300/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.442700 +2023-12-04 06:09:03,015 - Epoch: [27][30400/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442724 +2023-12-04 06:09:40,985 - Epoch: [27][30500/31148] Overall Loss 0.010083 Objective Loss 0.000000 Distill Loss 0.010083 LR 0.000031 Time 0.442517 +2023-12-04 06:10:28,251 - Epoch: [27][30600/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442615 +2023-12-04 06:11:13,965 - Epoch: [27][30700/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442662 +2023-12-04 06:11:53,602 - Epoch: [27][30800/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442512 +2023-12-04 06:12:39,853 - Epoch: [27][30900/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442576 +2023-12-04 06:13:19,411 - Epoch: [27][31000/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442425 +2023-12-04 06:14:07,222 - Epoch: [27][31100/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442539 +2023-12-04 06:14:24,565 - Epoch: [27][31148/31148] Overall Loss 0.010082 Objective Loss 0.000000 Distill Loss 0.010082 LR 0.000031 Time 0.442413 +2023-12-04 06:14:25,489 - --- validate (epoch=27)----------- +2023-12-04 06:14:25,490 - 167951 samples (100 per mini-batch) +2023-12-04 06:14:51,821 - Epoch: [27][ 100/ 1680] Loss 0.000000 Overall Loss 0.010761 +2023-12-04 06:15:15,246 - Epoch: [27][ 200/ 1680] Loss 0.000000 Overall Loss 0.010750 +2023-12-04 06:15:38,793 - Epoch: [27][ 300/ 1680] Loss 0.000000 Overall Loss 0.010746 +2023-12-04 06:16:01,647 - Epoch: [27][ 400/ 1680] Loss 0.000000 Overall Loss 0.010764 +2023-12-04 06:16:24,606 - Epoch: [27][ 500/ 1680] Loss 0.000000 Overall Loss 0.010757 +2023-12-04 06:16:48,242 - Epoch: [27][ 600/ 1680] Loss 0.000000 Overall Loss 0.010757 +2023-12-04 06:17:11,686 - Epoch: [27][ 700/ 1680] Loss 0.000000 Overall Loss 0.010762 +2023-12-04 06:17:34,892 - Epoch: [27][ 800/ 1680] Loss 0.000000 Overall Loss 0.010756 +2023-12-04 06:17:58,996 - Epoch: [27][ 900/ 1680] Loss 0.000000 Overall Loss 0.010751 +2023-12-04 06:18:23,175 - Epoch: [27][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010747 +2023-12-04 06:18:46,011 - Epoch: [27][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010746 +2023-12-04 06:19:09,991 - Epoch: [27][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010747 +2023-12-04 06:19:33,331 - Epoch: [27][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010746 +2023-12-04 06:19:56,279 - Epoch: [27][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010749 +2023-12-04 06:20:19,513 - Epoch: [27][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010748 +2023-12-04 06:20:42,651 - Epoch: [27][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010747 +2023-12-04 06:21:00,836 - Epoch: [27][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010747 +2023-12-04 06:21:01,355 - ==> Overall Loss: 0.011 + +2023-12-04 06:21:01,362 - ==> Best [Overall Loss: 0.010714 on epoch: 26] +2023-12-04 06:21:01,363 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-04 06:21:01,401 - + +2023-12-04 06:21:01,401 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-04 06:22:00,713 - Epoch: [28][ 100/31148] Overall Loss 0.009880 Objective Loss 0.000000 Distill Loss 0.009880 LR 0.000016 Time 0.593016 +2023-12-04 06:22:41,987 - Epoch: [28][ 200/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000016 Time 0.502840 +2023-12-04 06:23:20,847 - Epoch: [28][ 300/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000016 Time 0.464736 +2023-12-04 06:24:01,336 - Epoch: [28][ 400/31148] Overall Loss 0.009792 Objective Loss 0.000000 Distill Loss 0.009792 LR 0.000016 Time 0.449755 +2023-12-04 06:24:47,821 - Epoch: [28][ 500/31148] Overall Loss 0.009801 Objective Loss 0.000000 Distill Loss 0.009801 LR 0.000016 Time 0.452760 +2023-12-04 06:25:27,393 - Epoch: [28][ 600/31148] Overall Loss 0.009796 Objective Loss 0.000000 Distill Loss 0.009796 LR 0.000016 Time 0.443241 +2023-12-04 06:26:02,336 - Epoch: [28][ 700/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000016 Time 0.429829 +2023-12-04 06:26:50,276 - Epoch: [28][ 800/31148] Overall Loss 0.009831 Objective Loss 0.000000 Distill Loss 0.009831 LR 0.000016 Time 0.436016 +2023-12-04 06:27:30,078 - Epoch: [28][ 900/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000016 Time 0.431787 +2023-12-04 06:28:16,736 - Epoch: [28][ 1000/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000016 Time 0.435259 +2023-12-04 06:28:54,525 - Epoch: [28][ 1100/31148] Overall Loss 0.009837 Objective Loss 0.000000 Distill Loss 0.009837 LR 0.000016 Time 0.430037 +2023-12-04 06:29:41,615 - Epoch: [28][ 1200/31148] Overall Loss 0.009830 Objective Loss 0.000000 Distill Loss 0.009830 LR 0.000016 Time 0.433435 +2023-12-04 06:30:24,601 - Epoch: [28][ 1300/31148] Overall Loss 0.009831 Objective Loss 0.000000 Distill Loss 0.009831 LR 0.000016 Time 0.433155 +2023-12-04 06:31:05,019 - Epoch: [28][ 1400/31148] Overall Loss 0.009837 Objective Loss 0.000000 Distill Loss 0.009837 LR 0.000016 Time 0.431080 +2023-12-04 06:31:45,072 - Epoch: [28][ 1500/31148] Overall Loss 0.009836 Objective Loss 0.000000 Distill Loss 0.009836 LR 0.000016 Time 0.429039 +2023-12-04 06:32:37,155 - Epoch: [28][ 1600/31148] Overall Loss 0.009836 Objective Loss 0.000000 Distill Loss 0.009836 LR 0.000016 Time 0.434771 +2023-12-04 06:33:29,910 - Epoch: [28][ 1700/31148] Overall Loss 0.009835 Objective Loss 0.000000 Distill Loss 0.009835 LR 0.000016 Time 0.440224 +2023-12-04 06:34:17,210 - Epoch: [28][ 1800/31148] Overall Loss 0.009834 Objective Loss 0.000000 Distill Loss 0.009834 LR 0.000016 Time 0.442041 +2023-12-04 06:34:59,269 - Epoch: [28][ 1900/31148] Overall Loss 0.009836 Objective Loss 0.000000 Distill Loss 0.009836 LR 0.000016 Time 0.440908 +2023-12-04 06:35:42,080 - Epoch: [28][ 2000/31148] Overall Loss 0.009835 Objective Loss 0.000000 Distill Loss 0.009835 LR 0.000016 Time 0.440265 +2023-12-04 06:36:26,594 - Epoch: [28][ 2100/31148] Overall Loss 0.009838 Objective Loss 0.000000 Distill Loss 0.009838 LR 0.000016 Time 0.440494 +2023-12-04 06:37:05,995 - Epoch: [28][ 2200/31148] Overall Loss 0.009837 Objective Loss 0.000000 Distill Loss 0.009837 LR 0.000016 Time 0.438377 +2023-12-04 06:37:59,235 - Epoch: [28][ 2300/31148] Overall Loss 0.009843 Objective Loss 0.000000 Distill Loss 0.009843 LR 0.000016 Time 0.442462 +2023-12-04 06:38:44,351 - Epoch: [28][ 2400/31148] Overall Loss 0.009849 Objective Loss 0.000000 Distill Loss 0.009849 LR 0.000016 Time 0.442821 +2023-12-04 06:39:21,488 - Epoch: [28][ 2500/31148] Overall Loss 0.009852 Objective Loss 0.000000 Distill Loss 0.009852 LR 0.000016 Time 0.439961 +2023-12-04 06:40:07,136 - Epoch: [28][ 2600/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.000016 Time 0.440593 +2023-12-04 06:40:50,043 - Epoch: [28][ 2700/31148] Overall Loss 0.009860 Objective Loss 0.000000 Distill Loss 0.009860 LR 0.000016 Time 0.440164 +2023-12-04 06:41:37,475 - Epoch: [28][ 2800/31148] Overall Loss 0.009860 Objective Loss 0.000000 Distill Loss 0.009860 LR 0.000016 Time 0.441381 +2023-12-04 06:42:18,049 - Epoch: [28][ 2900/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.000016 Time 0.440150 +2023-12-04 06:42:54,425 - Epoch: [28][ 3000/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.000016 Time 0.437601 +2023-12-04 06:43:36,483 - Epoch: [28][ 3100/31148] Overall Loss 0.009859 Objective Loss 0.000000 Distill Loss 0.009859 LR 0.000016 Time 0.437050 +2023-12-04 06:44:19,137 - Epoch: [28][ 3200/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.000016 Time 0.436719 +2023-12-04 06:45:03,359 - Epoch: [28][ 3300/31148] Overall Loss 0.009857 Objective Loss 0.000000 Distill Loss 0.009857 LR 0.000016 Time 0.436884 +2023-12-04 06:45:50,977 - Epoch: [28][ 3400/31148] Overall Loss 0.009858 Objective Loss 0.000000 Distill Loss 0.009858 LR 0.000016 Time 0.438037 +2023-12-04 06:46:39,161 - Epoch: [28][ 3500/31148] Overall Loss 0.009856 Objective Loss 0.000000 Distill Loss 0.009856 LR 0.000016 Time 0.439286 +2023-12-04 06:47:26,379 - Epoch: [28][ 3600/31148] Overall Loss 0.009861 Objective Loss 0.000000 Distill Loss 0.009861 LR 0.000016 Time 0.440198 +2023-12-04 06:48:07,796 - Epoch: [28][ 3700/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.439493 +2023-12-04 06:48:54,230 - Epoch: [28][ 3800/31148] Overall Loss 0.009863 Objective Loss 0.000000 Distill Loss 0.009863 LR 0.000016 Time 0.440145 +2023-12-04 06:49:38,035 - Epoch: [28][ 3900/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.440090 +2023-12-04 06:50:17,409 - Epoch: [28][ 4000/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.438929 +2023-12-04 06:51:05,586 - Epoch: [28][ 4100/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.439972 +2023-12-04 06:51:54,604 - Epoch: [28][ 4200/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.441166 +2023-12-04 06:52:43,996 - Epoch: [28][ 4300/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.442391 +2023-12-04 06:53:23,876 - Epoch: [28][ 4400/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.441398 +2023-12-04 06:54:01,134 - Epoch: [28][ 4500/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.439868 +2023-12-04 06:54:39,555 - Epoch: [28][ 4600/31148] Overall Loss 0.009864 Objective Loss 0.000000 Distill Loss 0.009864 LR 0.000016 Time 0.438656 +2023-12-04 06:55:20,035 - Epoch: [28][ 4700/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.437934 +2023-12-04 06:55:56,000 - Epoch: [28][ 4800/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.436302 +2023-12-04 06:56:34,858 - Epoch: [28][ 4900/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.435326 +2023-12-04 06:57:11,053 - Epoch: [28][ 5000/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.433857 +2023-12-04 06:57:53,172 - Epoch: [28][ 5100/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.433607 +2023-12-04 06:58:31,205 - Epoch: [28][ 5200/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.000016 Time 0.432582 +2023-12-04 06:59:18,534 - Epoch: [28][ 5300/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.000016 Time 0.433348 +2023-12-04 07:00:01,769 - Epoch: [28][ 5400/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.433328 +2023-12-04 07:00:57,906 - Epoch: [28][ 5500/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.435655 +2023-12-04 07:01:48,597 - Epoch: [28][ 5600/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.436926 +2023-12-04 07:02:42,480 - Epoch: [28][ 5700/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.438713 +2023-12-04 07:03:29,200 - Epoch: [28][ 5800/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.000016 Time 0.439203 +2023-12-04 07:04:19,697 - Epoch: [28][ 5900/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.440316 +2023-12-04 07:04:56,507 - Epoch: [28][ 6000/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.439111 +2023-12-04 07:05:42,537 - Epoch: [28][ 6100/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.439457 +2023-12-04 07:06:20,096 - Epoch: [28][ 6200/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.438426 +2023-12-04 07:07:04,429 - Epoch: [28][ 6300/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.438503 +2023-12-04 07:07:47,187 - Epoch: [28][ 6400/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.438331 +2023-12-04 07:08:32,673 - Epoch: [28][ 6500/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.438584 +2023-12-04 07:09:26,670 - Epoch: [28][ 6600/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.440119 +2023-12-04 07:10:01,414 - Epoch: [28][ 6700/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.438735 +2023-12-04 07:10:41,955 - Epoch: [28][ 6800/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.438244 +2023-12-04 07:11:22,181 - Epoch: [28][ 6900/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.000016 Time 0.437721 +2023-12-04 07:12:03,961 - Epoch: [28][ 7000/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.000016 Time 0.437436 +2023-12-04 07:12:51,995 - Epoch: [28][ 7100/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.000016 Time 0.438039 +2023-12-04 07:13:40,280 - Epoch: [28][ 7200/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.000016 Time 0.438660 +2023-12-04 07:14:25,676 - Epoch: [28][ 7300/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.438869 +2023-12-04 07:15:04,174 - Epoch: [28][ 7400/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.438140 +2023-12-04 07:15:56,801 - Epoch: [28][ 7500/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.439314 +2023-12-04 07:16:39,173 - Epoch: [28][ 7600/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.439107 +2023-12-04 07:17:22,342 - Epoch: [28][ 7700/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.000016 Time 0.439010 +2023-12-04 07:18:04,239 - Epoch: [28][ 7800/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.438752 +2023-12-04 07:18:49,378 - Epoch: [28][ 7900/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.438911 +2023-12-04 07:19:31,620 - Epoch: [28][ 8000/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.438704 +2023-12-04 07:20:13,696 - Epoch: [28][ 8100/31148] Overall Loss 0.009866 Objective Loss 0.000000 Distill Loss 0.009866 LR 0.000016 Time 0.438482 +2023-12-04 07:20:55,942 - Epoch: [28][ 8200/31148] Overall Loss 0.009865 Objective Loss 0.000000 Distill Loss 0.009865 LR 0.000016 Time 0.438286 +2023-12-04 07:21:45,446 - Epoch: [28][ 8300/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.438968 +2023-12-04 07:22:33,419 - Epoch: [28][ 8400/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.439453 +2023-12-04 07:23:15,974 - Epoch: [28][ 8500/31148] Overall Loss 0.009868 Objective Loss 0.000000 Distill Loss 0.009868 LR 0.000016 Time 0.439289 +2023-12-04 07:23:55,739 - Epoch: [28][ 8600/31148] Overall Loss 0.009867 Objective Loss 0.000000 Distill Loss 0.009867 LR 0.000016 Time 0.438804 +2023-12-04 07:24:33,758 - Epoch: [28][ 8700/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.000016 Time 0.438129 +2023-12-04 07:25:16,576 - Epoch: [28][ 8800/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.438015 +2023-12-04 07:26:02,301 - Epoch: [28][ 8900/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.438231 +2023-12-04 07:26:50,743 - Epoch: [28][ 9000/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.438743 +2023-12-04 07:27:33,629 - Epoch: [28][ 9100/31148] Overall Loss 0.009870 Objective Loss 0.000000 Distill Loss 0.009870 LR 0.000016 Time 0.438634 +2023-12-04 07:28:20,039 - Epoch: [28][ 9200/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.438910 +2023-12-04 07:29:00,082 - Epoch: [28][ 9300/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.438495 +2023-12-04 07:29:49,144 - Epoch: [28][ 9400/31148] Overall Loss 0.009872 Objective Loss 0.000000 Distill Loss 0.009872 LR 0.000016 Time 0.439049 +2023-12-04 07:30:32,191 - Epoch: [28][ 9500/31148] Overall Loss 0.009872 Objective Loss 0.000000 Distill Loss 0.009872 LR 0.000016 Time 0.438958 +2023-12-04 07:31:13,815 - Epoch: [28][ 9600/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.000016 Time 0.438720 +2023-12-04 07:31:56,031 - Epoch: [28][ 9700/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.000016 Time 0.438549 +2023-12-04 07:32:49,247 - Epoch: [28][ 9800/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.000016 Time 0.439503 +2023-12-04 07:33:35,055 - Epoch: [28][ 9900/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.000016 Time 0.439690 +2023-12-04 07:34:20,168 - Epoch: [28][10000/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.000016 Time 0.439804 +2023-12-04 07:34:56,404 - Epoch: [28][10100/31148] Overall Loss 0.009872 Objective Loss 0.000000 Distill Loss 0.009872 LR 0.000016 Time 0.439036 +2023-12-04 07:35:39,177 - Epoch: [28][10200/31148] Overall Loss 0.009871 Objective Loss 0.000000 Distill Loss 0.009871 LR 0.000016 Time 0.438925 +2023-12-04 07:36:30,696 - Epoch: [28][10300/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.000016 Time 0.439665 +2023-12-04 07:37:14,364 - Epoch: [28][10400/31148] Overall Loss 0.009873 Objective Loss 0.000000 Distill Loss 0.009873 LR 0.000016 Time 0.439635 +2023-12-04 07:37:55,675 - Epoch: [28][10500/31148] Overall Loss 0.009874 Objective Loss 0.000000 Distill Loss 0.009874 LR 0.000016 Time 0.439382 +2023-12-04 07:38:36,243 - Epoch: [28][10600/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.000016 Time 0.439063 +2023-12-04 07:39:19,920 - Epoch: [28][10700/31148] Overall Loss 0.009875 Objective Loss 0.000000 Distill Loss 0.009875 LR 0.000016 Time 0.439041 +2023-12-04 07:40:01,512 - Epoch: [28][10800/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.000016 Time 0.438827 +2023-12-04 07:40:51,049 - Epoch: [28][10900/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.000016 Time 0.439345 +2023-12-04 07:41:39,221 - Epoch: [28][11000/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.000016 Time 0.439729 +2023-12-04 07:42:22,883 - Epoch: [28][11100/31148] Overall Loss 0.009877 Objective Loss 0.000000 Distill Loss 0.009877 LR 0.000016 Time 0.439700 +2023-12-04 07:43:10,520 - Epoch: [28][11200/31148] Overall Loss 0.009875 Objective Loss 0.000000 Distill Loss 0.009875 LR 0.000016 Time 0.440027 +2023-12-04 07:43:52,713 - Epoch: [28][11300/31148] Overall Loss 0.009876 Objective Loss 0.000000 Distill Loss 0.009876 LR 0.000016 Time 0.439867 +2023-12-04 07:44:33,195 - Epoch: [28][11400/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.000016 Time 0.439558 +2023-12-04 07:45:12,188 - Epoch: [28][11500/31148] Overall Loss 0.009878 Objective Loss 0.000000 Distill Loss 0.009878 LR 0.000016 Time 0.439126 +2023-12-04 07:45:56,256 - Epoch: [28][11600/31148] Overall Loss 0.009879 Objective Loss 0.000000 Distill Loss 0.009879 LR 0.000016 Time 0.439139 +2023-12-04 07:46:36,341 - Epoch: [28][11700/31148] Overall Loss 0.009879 Objective Loss 0.000000 Distill Loss 0.009879 LR 0.000016 Time 0.438811 +2023-12-04 07:47:21,188 - Epoch: [28][11800/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.438893 +2023-12-04 07:48:04,390 - Epoch: [28][11900/31148] Overall Loss 0.009880 Objective Loss 0.000000 Distill Loss 0.009880 LR 0.000016 Time 0.438834 +2023-12-04 07:48:44,020 - Epoch: [28][12000/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.438479 +2023-12-04 07:49:26,418 - Epoch: [28][12100/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.438359 +2023-12-04 07:50:07,682 - Epoch: [28][12200/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.438147 +2023-12-04 07:50:49,714 - Epoch: [28][12300/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.438002 +2023-12-04 07:51:35,005 - Epoch: [28][12400/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.438122 +2023-12-04 07:52:14,831 - Epoch: [28][12500/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.437802 +2023-12-04 07:52:52,988 - Epoch: [28][12600/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.437355 +2023-12-04 07:53:27,819 - Epoch: [28][12700/31148] Overall Loss 0.009881 Objective Loss 0.000000 Distill Loss 0.009881 LR 0.000016 Time 0.436654 +2023-12-04 07:54:11,108 - Epoch: [28][12800/31148] Overall Loss 0.009882 Objective Loss 0.000000 Distill Loss 0.009882 LR 0.000016 Time 0.436624 +2023-12-04 07:54:52,638 - Epoch: [28][12900/31148] Overall Loss 0.009882 Objective Loss 0.000000 Distill Loss 0.009882 LR 0.000016 Time 0.436458 +2023-12-04 07:55:30,039 - Epoch: [28][13000/31148] Overall Loss 0.009883 Objective Loss 0.000000 Distill Loss 0.009883 LR 0.000016 Time 0.435977 +2023-12-04 07:56:11,789 - Epoch: [28][13100/31148] Overall Loss 0.009883 Objective Loss 0.000000 Distill Loss 0.009883 LR 0.000016 Time 0.435835 +2023-12-04 07:56:54,063 - Epoch: [28][13200/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.000016 Time 0.435735 +2023-12-04 07:57:40,411 - Epoch: [28][13300/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.000016 Time 0.435944 +2023-12-04 07:58:34,337 - Epoch: [28][13400/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.000016 Time 0.436714 +2023-12-04 07:59:15,027 - Epoch: [28][13500/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.000016 Time 0.436493 +2023-12-04 07:59:56,640 - Epoch: [28][13600/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.436342 +2023-12-04 08:00:36,802 - Epoch: [28][13700/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.436088 +2023-12-04 08:01:18,777 - Epoch: [28][13800/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.435970 +2023-12-04 08:01:55,788 - Epoch: [28][13900/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.435495 +2023-12-04 08:02:37,849 - Epoch: [28][14000/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.435388 +2023-12-04 08:03:13,269 - Epoch: [28][14100/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.000016 Time 0.434812 +2023-12-04 08:03:53,868 - Epoch: [28][14200/31148] Overall Loss 0.009886 Objective Loss 0.000000 Distill Loss 0.009886 LR 0.000016 Time 0.434609 +2023-12-04 08:04:38,084 - Epoch: [28][14300/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.434661 +2023-12-04 08:05:22,004 - Epoch: [28][14400/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.000016 Time 0.434692 +2023-12-04 08:06:11,981 - Epoch: [28][14500/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.435140 +2023-12-04 08:06:45,951 - Epoch: [28][14600/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.434486 +2023-12-04 08:07:31,335 - Epoch: [28][14700/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.434617 +2023-12-04 08:08:19,657 - Epoch: [28][14800/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.000016 Time 0.434945 +2023-12-04 08:09:05,013 - Epoch: [28][14900/31148] Overall Loss 0.009884 Objective Loss 0.000000 Distill Loss 0.009884 LR 0.000016 Time 0.435070 +2023-12-04 08:09:47,192 - Epoch: [28][15000/31148] Overall Loss 0.009885 Objective Loss 0.000000 Distill Loss 0.009885 LR 0.000016 Time 0.434981 +2023-12-04 08:10:39,774 - Epoch: [28][15100/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.000016 Time 0.435582 +2023-12-04 08:11:19,364 - Epoch: [28][15200/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.000016 Time 0.435320 +2023-12-04 08:11:58,503 - Epoch: [28][15300/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.000016 Time 0.435033 +2023-12-04 08:12:37,962 - Epoch: [28][15400/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.000016 Time 0.434770 +2023-12-04 08:13:10,726 - Epoch: [28][15500/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.434078 +2023-12-04 08:13:38,658 - Epoch: [28][15600/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.000016 Time 0.433086 +2023-12-04 08:14:06,764 - Epoch: [28][15700/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.000016 Time 0.432117 +2023-12-04 08:14:35,188 - Epoch: [28][15800/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.431181 +2023-12-04 08:15:03,605 - Epoch: [28][15900/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.430256 +2023-12-04 08:15:31,436 - Epoch: [28][16000/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.429306 +2023-12-04 08:15:59,555 - Epoch: [28][16100/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.428386 +2023-12-04 08:16:27,665 - Epoch: [28][16200/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.427477 +2023-12-04 08:16:55,974 - Epoch: [28][16300/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.426591 +2023-12-04 08:17:24,356 - Epoch: [28][16400/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.425720 +2023-12-04 08:17:52,382 - Epoch: [28][16500/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.424838 +2023-12-04 08:18:26,332 - Epoch: [28][16600/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.424324 +2023-12-04 08:19:16,374 - Epoch: [28][16700/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.424779 +2023-12-04 08:20:01,367 - Epoch: [28][16800/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.424928 +2023-12-04 08:20:47,917 - Epoch: [28][16900/31148] Overall Loss 0.009891 Objective Loss 0.000000 Distill Loss 0.009891 LR 0.000016 Time 0.425168 +2023-12-04 08:21:34,058 - Epoch: [28][17000/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.425381 +2023-12-04 08:22:32,411 - Epoch: [28][17100/31148] Overall Loss 0.009891 Objective Loss 0.000000 Distill Loss 0.009891 LR 0.000016 Time 0.426305 +2023-12-04 08:23:14,502 - Epoch: [28][17200/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.426273 +2023-12-04 08:24:14,804 - Epoch: [28][17300/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.427294 +2023-12-04 08:25:11,312 - Epoch: [28][17400/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.428086 +2023-12-04 08:25:57,943 - Epoch: [28][17500/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.428304 +2023-12-04 08:26:46,951 - Epoch: [28][17600/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.428654 +2023-12-04 08:27:30,474 - Epoch: [28][17700/31148] Overall Loss 0.009887 Objective Loss 0.000000 Distill Loss 0.009887 LR 0.000016 Time 0.428691 +2023-12-04 08:28:13,811 - Epoch: [28][17800/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.428717 +2023-12-04 08:29:03,748 - Epoch: [28][17900/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.429111 +2023-12-04 08:29:45,555 - Epoch: [28][18000/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.429050 +2023-12-04 08:30:47,228 - Epoch: [28][18100/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.430086 +2023-12-04 08:31:33,448 - Epoch: [28][18200/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.430262 +2023-12-04 08:32:15,778 - Epoch: [28][18300/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.430224 +2023-12-04 08:33:11,661 - Epoch: [28][18400/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.430922 +2023-12-04 08:33:58,688 - Epoch: [28][18500/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.431135 +2023-12-04 08:34:50,181 - Epoch: [28][18600/31148] Overall Loss 0.009888 Objective Loss 0.000000 Distill Loss 0.009888 LR 0.000016 Time 0.431585 +2023-12-04 08:35:40,311 - Epoch: [28][18700/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.431957 +2023-12-04 08:36:29,146 - Epoch: [28][18800/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.432257 +2023-12-04 08:37:17,573 - Epoch: [28][18900/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.432531 +2023-12-04 08:38:04,877 - Epoch: [28][19000/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.432744 +2023-12-04 08:38:40,430 - Epoch: [28][19100/31148] Overall Loss 0.009889 Objective Loss 0.000000 Distill Loss 0.009889 LR 0.000016 Time 0.432340 +2023-12-04 08:39:46,635 - Epoch: [28][19200/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.433536 +2023-12-04 08:40:43,918 - Epoch: [28][19300/31148] Overall Loss 0.009890 Objective Loss 0.000000 Distill Loss 0.009890 LR 0.000016 Time 0.434257 +2023-12-04 08:41:27,440 - Epoch: [28][19400/31148] Overall Loss 0.009891 Objective Loss 0.000000 Distill Loss 0.009891 LR 0.000016 Time 0.434262 +2023-12-04 08:42:13,101 - Epoch: [28][19500/31148] Overall Loss 0.009891 Objective Loss 0.000000 Distill Loss 0.009891 LR 0.000016 Time 0.434376 +2023-12-04 08:43:04,757 - Epoch: [28][19600/31148] Overall Loss 0.009891 Objective Loss 0.000000 Distill Loss 0.009891 LR 0.000016 Time 0.434795 +2023-12-04 08:43:49,193 - Epoch: [28][19700/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.000016 Time 0.434843 +2023-12-04 08:44:41,537 - Epoch: [28][19800/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.000016 Time 0.435290 +2023-12-04 08:45:23,445 - Epoch: [28][19900/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.000016 Time 0.435208 +2023-12-04 08:46:11,084 - Epoch: [28][20000/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.000016 Time 0.435414 +2023-12-04 08:46:57,061 - Epoch: [28][20100/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.435535 +2023-12-04 08:47:47,657 - Epoch: [28][20200/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.000016 Time 0.435883 +2023-12-04 08:48:40,772 - Epoch: [28][20300/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.436352 +2023-12-04 08:49:30,953 - Epoch: [28][20400/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.436672 +2023-12-04 08:50:07,656 - Epoch: [28][20500/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.436332 +2023-12-04 08:50:46,002 - Epoch: [28][20600/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.000016 Time 0.436075 +2023-12-04 08:51:44,000 - Epoch: [28][20700/31148] Overall Loss 0.009892 Objective Loss 0.000000 Distill Loss 0.009892 LR 0.000016 Time 0.436770 +2023-12-04 08:52:41,856 - Epoch: [28][20800/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.437451 +2023-12-04 08:53:35,545 - Epoch: [28][20900/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.437927 +2023-12-04 08:54:18,118 - Epoch: [28][21000/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.437868 +2023-12-04 08:55:07,224 - Epoch: [28][21100/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.438120 +2023-12-04 08:55:54,182 - Epoch: [28][21200/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.438268 +2023-12-04 08:56:36,977 - Epoch: [28][21300/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.438219 +2023-12-04 08:57:16,634 - Epoch: [28][21400/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.438024 +2023-12-04 08:58:01,268 - Epoch: [28][21500/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.438063 +2023-12-04 08:58:52,235 - Epoch: [28][21600/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.438394 +2023-12-04 08:59:39,097 - Epoch: [28][21700/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.438533 +2023-12-04 09:00:34,293 - Epoch: [28][21800/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439053 +2023-12-04 09:01:21,236 - Epoch: [28][21900/31148] Overall Loss 0.009893 Objective Loss 0.000000 Distill Loss 0.009893 LR 0.000016 Time 0.439191 +2023-12-04 09:02:13,704 - Epoch: [28][22000/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439579 +2023-12-04 09:02:59,936 - Epoch: [28][22100/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439682 +2023-12-04 09:03:46,984 - Epoch: [28][22200/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439820 +2023-12-04 09:04:29,184 - Epoch: [28][22300/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439740 +2023-12-04 09:05:10,895 - Epoch: [28][22400/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439639 +2023-12-04 09:06:02,533 - Epoch: [28][22500/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439980 +2023-12-04 09:06:45,813 - Epoch: [28][22600/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.439947 +2023-12-04 09:07:50,471 - Epoch: [28][22700/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.440857 +2023-12-04 09:08:40,284 - Epoch: [28][22800/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.441108 +2023-12-04 09:09:24,294 - Epoch: [28][22900/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.441104 +2023-12-04 09:10:14,563 - Epoch: [28][23000/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.441371 +2023-12-04 09:11:03,759 - Epoch: [28][23100/31148] Overall Loss 0.009894 Objective Loss 0.000000 Distill Loss 0.009894 LR 0.000016 Time 0.441590 +2023-12-04 09:11:55,707 - Epoch: [28][23200/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.000016 Time 0.441925 +2023-12-04 09:12:37,519 - Epoch: [28][23300/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.000016 Time 0.441823 +2023-12-04 09:13:23,724 - Epoch: [28][23400/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.000016 Time 0.441909 +2023-12-04 09:14:15,076 - Epoch: [28][23500/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.000016 Time 0.442213 +2023-12-04 09:14:54,827 - Epoch: [28][23600/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.000016 Time 0.442023 +2023-12-04 09:15:40,230 - Epoch: [28][23700/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.442074 +2023-12-04 09:16:27,993 - Epoch: [28][23800/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.442223 +2023-12-04 09:17:23,773 - Epoch: [28][23900/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.442706 +2023-12-04 09:18:21,485 - Epoch: [28][24000/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.443266 +2023-12-04 09:19:02,742 - Epoch: [28][24100/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.443138 +2023-12-04 09:19:49,704 - Epoch: [28][24200/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.443247 +2023-12-04 09:20:31,436 - Epoch: [28][24300/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.443140 +2023-12-04 09:21:21,240 - Epoch: [28][24400/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.000016 Time 0.443365 +2023-12-04 09:22:08,970 - Epoch: [28][24500/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.443503 +2023-12-04 09:22:59,073 - Epoch: [28][24600/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.443737 +2023-12-04 09:23:47,121 - Epoch: [28][24700/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443885 +2023-12-04 09:24:33,326 - Epoch: [28][24800/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443958 +2023-12-04 09:25:17,636 - Epoch: [28][24900/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443955 +2023-12-04 09:26:02,439 - Epoch: [28][25000/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443971 +2023-12-04 09:26:48,583 - Epoch: [28][25100/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.444040 +2023-12-04 09:27:35,252 - Epoch: [28][25200/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.444130 +2023-12-04 09:28:15,479 - Epoch: [28][25300/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.443964 +2023-12-04 09:28:59,423 - Epoch: [28][25400/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443946 +2023-12-04 09:29:47,745 - Epoch: [28][25500/31148] Overall Loss 0.009896 Objective Loss 0.000000 Distill Loss 0.009896 LR 0.000016 Time 0.444099 +2023-12-04 09:30:32,337 - Epoch: [28][25600/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.444106 +2023-12-04 09:31:14,594 - Epoch: [28][25700/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.444022 +2023-12-04 09:31:53,535 - Epoch: [28][25800/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443810 +2023-12-04 09:32:37,110 - Epoch: [28][25900/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443779 +2023-12-04 09:33:22,751 - Epoch: [28][26000/31148] Overall Loss 0.009897 Objective Loss 0.000000 Distill Loss 0.009897 LR 0.000016 Time 0.443827 +2023-12-04 09:34:18,406 - Epoch: [28][26100/31148] Overall Loss 0.009898 Objective Loss 0.000000 Distill Loss 0.009898 LR 0.000016 Time 0.444258 +2023-12-04 09:35:05,209 - Epoch: [28][26200/31148] Overall Loss 0.009898 Objective Loss 0.000000 Distill Loss 0.009898 LR 0.000016 Time 0.444349 +2023-12-04 09:35:57,461 - Epoch: [28][26300/31148] Overall Loss 0.009898 Objective Loss 0.000000 Distill Loss 0.009898 LR 0.000016 Time 0.444646 +2023-12-04 09:36:38,161 - Epoch: [28][26400/31148] Overall Loss 0.009898 Objective Loss 0.000000 Distill Loss 0.009898 LR 0.000016 Time 0.444503 +2023-12-04 09:37:19,809 - Epoch: [28][26500/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444397 +2023-12-04 09:38:04,976 - Epoch: [28][26600/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444424 +2023-12-04 09:38:52,935 - Epoch: [28][26700/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444555 +2023-12-04 09:39:36,261 - Epoch: [28][26800/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444513 +2023-12-04 09:40:14,863 - Epoch: [28][26900/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444295 +2023-12-04 09:40:54,293 - Epoch: [28][27000/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444110 +2023-12-04 09:41:41,240 - Epoch: [28][27100/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444203 +2023-12-04 09:42:24,119 - Epoch: [28][27200/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444146 +2023-12-04 09:43:02,278 - Epoch: [28][27300/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.443917 +2023-12-04 09:43:51,574 - Epoch: [28][27400/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444096 +2023-12-04 09:44:39,496 - Epoch: [28][27500/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444223 +2023-12-04 09:45:30,366 - Epoch: [28][27600/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444456 +2023-12-04 09:46:12,934 - Epoch: [28][27700/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444388 +2023-12-04 09:46:55,677 - Epoch: [28][27800/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444327 +2023-12-04 09:47:38,857 - Epoch: [28][27900/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444282 +2023-12-04 09:48:18,841 - Epoch: [28][28000/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444123 +2023-12-04 09:49:01,857 - Epoch: [28][28100/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444073 +2023-12-04 09:49:46,558 - Epoch: [28][28200/31148] Overall Loss 0.009898 Objective Loss 0.000000 Distill Loss 0.009898 LR 0.000016 Time 0.444083 +2023-12-04 09:50:31,629 - Epoch: [28][28300/31148] Overall Loss 0.009898 Objective Loss 0.000000 Distill Loss 0.009898 LR 0.000016 Time 0.444106 +2023-12-04 09:51:14,550 - Epoch: [28][28400/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444054 +2023-12-04 09:52:01,099 - Epoch: [28][28500/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444129 +2023-12-04 09:52:43,831 - Epoch: [28][28600/31148] Overall Loss 0.009899 Objective Loss 0.000000 Distill Loss 0.009899 LR 0.000016 Time 0.444070 +2023-12-04 09:53:27,773 - Epoch: [28][28700/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444053 +2023-12-04 09:54:20,237 - Epoch: [28][28800/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444333 +2023-12-04 09:55:03,871 - Epoch: [28][28900/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444305 +2023-12-04 09:55:40,424 - Epoch: [28][29000/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444033 +2023-12-04 09:56:24,492 - Epoch: [28][29100/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444021 +2023-12-04 09:57:10,782 - Epoch: [28][29200/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444086 +2023-12-04 09:57:56,375 - Epoch: [28][29300/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444126 +2023-12-04 09:58:35,564 - Epoch: [28][29400/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.443948 +2023-12-04 09:59:25,353 - Epoch: [28][29500/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444130 +2023-12-04 10:00:09,572 - Epoch: [28][29600/31148] Overall Loss 0.009900 Objective Loss 0.000000 Distill Loss 0.009900 LR 0.000016 Time 0.444124 +2023-12-04 10:00:53,151 - Epoch: [28][29700/31148] Overall Loss 0.009901 Objective Loss 0.000000 Distill Loss 0.009901 LR 0.000016 Time 0.444095 +2023-12-04 10:01:35,608 - Epoch: [28][29800/31148] Overall Loss 0.009901 Objective Loss 0.000000 Distill Loss 0.009901 LR 0.000016 Time 0.444030 +2023-12-04 10:02:30,052 - Epoch: [28][29900/31148] Overall Loss 0.009901 Objective Loss 0.000000 Distill Loss 0.009901 LR 0.000016 Time 0.444365 +2023-12-04 10:03:14,284 - Epoch: [28][30000/31148] Overall Loss 0.009901 Objective Loss 0.000000 Distill Loss 0.009901 LR 0.000016 Time 0.444358 +2023-12-04 10:03:59,717 - Epoch: [28][30100/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444391 +2023-12-04 10:04:43,605 - Epoch: [28][30200/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444372 +2023-12-04 10:05:21,384 - Epoch: [28][30300/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444152 +2023-12-04 10:06:03,549 - Epoch: [28][30400/31148] Overall Loss 0.009901 Objective Loss 0.000000 Distill Loss 0.009901 LR 0.000016 Time 0.444078 +2023-12-04 10:06:53,666 - Epoch: [28][30500/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444265 +2023-12-04 10:07:43,980 - Epoch: [28][30600/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444457 +2023-12-04 10:08:24,767 - Epoch: [28][30700/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444338 +2023-12-04 10:09:06,646 - Epoch: [28][30800/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444255 +2023-12-04 10:09:46,206 - Epoch: [28][30900/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444097 +2023-12-04 10:10:36,179 - Epoch: [28][31000/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444276 +2023-12-04 10:11:22,564 - Epoch: [28][31100/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.444339 +2023-12-04 10:11:41,869 - Epoch: [28][31148/31148] Overall Loss 0.009903 Objective Loss 0.000000 Distill Loss 0.009903 LR 0.000016 Time 0.444274 +2023-12-04 10:11:42,885 - --- validate (epoch=28)----------- +2023-12-04 10:11:42,885 - 167951 samples (100 per mini-batch) +2023-12-04 10:12:10,103 - Epoch: [28][ 100/ 1680] Loss 0.000000 Overall Loss 0.010548 +2023-12-04 10:12:32,856 - Epoch: [28][ 200/ 1680] Loss 0.000000 Overall Loss 0.010567 +2023-12-04 10:12:55,975 - Epoch: [28][ 300/ 1680] Loss 0.000000 Overall Loss 0.010592 +2023-12-04 10:13:18,725 - Epoch: [28][ 400/ 1680] Loss 0.000000 Overall Loss 0.010607 +2023-12-04 10:13:42,102 - Epoch: [28][ 500/ 1680] Loss 0.000000 Overall Loss 0.010594 +2023-12-04 10:14:04,801 - Epoch: [28][ 600/ 1680] Loss 0.000000 Overall Loss 0.010586 +2023-12-04 10:14:28,025 - Epoch: [28][ 700/ 1680] Loss 0.000000 Overall Loss 0.010584 +2023-12-04 10:14:51,663 - Epoch: [28][ 800/ 1680] Loss 0.000000 Overall Loss 0.010584 +2023-12-04 10:15:16,196 - Epoch: [28][ 900/ 1680] Loss 0.000000 Overall Loss 0.010582 +2023-12-04 10:15:40,730 - Epoch: [28][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010581 +2023-12-04 10:16:05,123 - Epoch: [28][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010582 +2023-12-04 10:16:29,055 - Epoch: [28][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010579 +2023-12-04 10:16:53,652 - Epoch: [28][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010577 +2023-12-04 10:17:18,751 - Epoch: [28][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010574 +2023-12-04 10:17:42,588 - Epoch: [28][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010575 +2023-12-04 10:18:06,696 - Epoch: [28][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010574 +2023-12-04 10:18:25,511 - Epoch: [28][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010576 +2023-12-04 10:18:25,956 - ==> Overall Loss: 0.011 + +2023-12-04 10:18:25,965 - ==> Best [Overall Loss: 0.010576 on epoch: 28] +2023-12-04 10:18:25,965 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-04 10:18:26,030 - + +2023-12-04 10:18:26,031 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-04 10:19:29,147 - Epoch: [29][ 100/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.631067 +2023-12-04 10:20:12,260 - Epoch: [29][ 200/31148] Overall Loss 0.009869 Objective Loss 0.000000 Distill Loss 0.009869 LR 0.000016 Time 0.531058 +2023-12-04 10:21:03,096 - Epoch: [29][ 300/31148] Overall Loss 0.009918 Objective Loss 0.000000 Distill Loss 0.009918 LR 0.000016 Time 0.523467 +2023-12-04 10:21:48,729 - Epoch: [29][ 400/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.506665 +2023-12-04 10:22:27,928 - Epoch: [29][ 500/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.483716 +2023-12-04 10:23:15,031 - Epoch: [29][ 600/31148] Overall Loss 0.009895 Objective Loss 0.000000 Distill Loss 0.009895 LR 0.000016 Time 0.481588 +2023-12-04 10:23:53,173 - Epoch: [29][ 700/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.467269 +2023-12-04 10:24:35,555 - Epoch: [29][ 800/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.461829 +2023-12-04 10:25:22,773 - Epoch: [29][ 900/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.462971 +2023-12-04 10:25:58,098 - Epoch: [29][ 1000/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.451991 +2023-12-04 10:26:46,615 - Epoch: [29][ 1100/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.455001 +2023-12-04 10:27:34,164 - Epoch: [29][ 1200/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.456702 +2023-12-04 10:28:16,207 - Epoch: [29][ 1300/31148] Overall Loss 0.009906 Objective Loss 0.000000 Distill Loss 0.009906 LR 0.000016 Time 0.453906 +2023-12-04 10:28:59,052 - Epoch: [29][ 1400/31148] Overall Loss 0.009909 Objective Loss 0.000000 Distill Loss 0.009909 LR 0.000016 Time 0.452083 +2023-12-04 10:29:43,090 - Epoch: [29][ 1500/31148] Overall Loss 0.009901 Objective Loss 0.000000 Distill Loss 0.009901 LR 0.000016 Time 0.451298 +2023-12-04 10:30:20,256 - Epoch: [29][ 1600/31148] Overall Loss 0.009904 Objective Loss 0.000000 Distill Loss 0.009904 LR 0.000016 Time 0.446315 +2023-12-04 10:30:59,904 - Epoch: [29][ 1700/31148] Overall Loss 0.009902 Objective Loss 0.000000 Distill Loss 0.009902 LR 0.000016 Time 0.443380 +2023-12-04 10:31:49,128 - Epoch: [29][ 1800/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.446090 +2023-12-04 10:32:30,497 - Epoch: [29][ 1900/31148] Overall Loss 0.009908 Objective Loss 0.000000 Distill Loss 0.009908 LR 0.000016 Time 0.444381 +2023-12-04 10:33:11,779 - Epoch: [29][ 2000/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.442799 +2023-12-04 10:33:51,638 - Epoch: [29][ 2100/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.440691 +2023-12-04 10:34:38,184 - Epoch: [29][ 2200/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.441813 +2023-12-04 10:35:13,218 - Epoch: [29][ 2300/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.437833 +2023-12-04 10:35:52,505 - Epoch: [29][ 2400/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.435956 +2023-12-04 10:36:37,896 - Epoch: [29][ 2500/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.436671 +2023-12-04 10:37:26,622 - Epoch: [29][ 2600/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.438614 +2023-12-04 10:38:07,431 - Epoch: [29][ 2700/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.437481 +2023-12-04 10:38:41,148 - Epoch: [29][ 2800/31148] Overall Loss 0.009909 Objective Loss 0.000000 Distill Loss 0.009909 LR 0.000016 Time 0.433896 +2023-12-04 10:39:24,305 - Epoch: [29][ 2900/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.433813 +2023-12-04 10:40:19,678 - Epoch: [29][ 3000/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.437808 +2023-12-04 10:40:55,761 - Epoch: [29][ 3100/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.435322 +2023-12-04 10:41:47,044 - Epoch: [29][ 3200/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.437742 +2023-12-04 10:42:23,486 - Epoch: [29][ 3300/31148] Overall Loss 0.009908 Objective Loss 0.000000 Distill Loss 0.009908 LR 0.000016 Time 0.435518 +2023-12-04 10:43:02,977 - Epoch: [29][ 3400/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.434321 +2023-12-04 10:43:40,174 - Epoch: [29][ 3500/31148] Overall Loss 0.009906 Objective Loss 0.000000 Distill Loss 0.009906 LR 0.000016 Time 0.432538 +2023-12-04 10:44:26,705 - Epoch: [29][ 3600/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.433446 +2023-12-04 10:45:03,683 - Epoch: [29][ 3700/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.431723 +2023-12-04 10:45:42,341 - Epoch: [29][ 3800/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.430533 +2023-12-04 10:46:30,300 - Epoch: [29][ 3900/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.431789 +2023-12-04 10:47:17,683 - Epoch: [29][ 4000/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.432838 +2023-12-04 10:48:07,714 - Epoch: [29][ 4100/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.434482 +2023-12-04 10:48:54,213 - Epoch: [29][ 4200/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.435206 +2023-12-04 10:49:34,420 - Epoch: [29][ 4300/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.434434 +2023-12-04 10:50:11,775 - Epoch: [29][ 4400/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.433049 +2023-12-04 10:50:59,976 - Epoch: [29][ 4500/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.434135 +2023-12-04 10:51:46,949 - Epoch: [29][ 4600/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.434907 +2023-12-04 10:52:25,200 - Epoch: [29][ 4700/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.433791 +2023-12-04 10:53:04,189 - Epoch: [29][ 4800/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.432875 +2023-12-04 10:53:39,629 - Epoch: [29][ 4900/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.431272 +2023-12-04 10:54:24,522 - Epoch: [29][ 5000/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.431624 +2023-12-04 10:55:04,233 - Epoch: [29][ 5100/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.430946 +2023-12-04 10:55:43,386 - Epoch: [29][ 5200/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.430186 +2023-12-04 10:56:25,135 - Epoch: [29][ 5300/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.429945 +2023-12-04 10:57:14,051 - Epoch: [29][ 5400/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.431040 +2023-12-04 10:57:55,186 - Epoch: [29][ 5500/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.430681 +2023-12-04 10:58:43,798 - Epoch: [29][ 5600/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.431670 +2023-12-04 10:59:25,256 - Epoch: [29][ 5700/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.431368 +2023-12-04 10:59:57,599 - Epoch: [29][ 5800/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.429506 +2023-12-04 11:00:41,426 - Epoch: [29][ 5900/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.429654 +2023-12-04 11:01:24,378 - Epoch: [29][ 6000/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.429650 +2023-12-04 11:02:12,195 - Epoch: [29][ 6100/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.430444 +2023-12-04 11:02:56,050 - Epoch: [29][ 6200/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.430574 +2023-12-04 11:03:38,197 - Epoch: [29][ 6300/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430428 +2023-12-04 11:04:18,943 - Epoch: [29][ 6400/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.430068 +2023-12-04 11:05:00,668 - Epoch: [29][ 6500/31148] Overall Loss 0.009909 Objective Loss 0.000000 Distill Loss 0.009909 LR 0.000016 Time 0.429870 +2023-12-04 11:05:46,777 - Epoch: [29][ 6600/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.430342 +2023-12-04 11:06:26,831 - Epoch: [29][ 6700/31148] Overall Loss 0.009906 Objective Loss 0.000000 Distill Loss 0.009906 LR 0.000016 Time 0.429896 +2023-12-04 11:07:16,437 - Epoch: [29][ 6800/31148] Overall Loss 0.009906 Objective Loss 0.000000 Distill Loss 0.009906 LR 0.000016 Time 0.430868 +2023-12-04 11:08:05,537 - Epoch: [29][ 6900/31148] Overall Loss 0.009908 Objective Loss 0.000000 Distill Loss 0.009908 LR 0.000016 Time 0.431738 +2023-12-04 11:08:43,533 - Epoch: [29][ 7000/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.430998 +2023-12-04 11:09:32,323 - Epoch: [29][ 7100/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.431798 +2023-12-04 11:10:12,148 - Epoch: [29][ 7200/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.431331 +2023-12-04 11:10:49,621 - Epoch: [29][ 7300/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430555 +2023-12-04 11:11:31,749 - Epoch: [29][ 7400/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430428 +2023-12-04 11:12:16,339 - Epoch: [29][ 7500/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430634 +2023-12-04 11:12:57,188 - Epoch: [29][ 7600/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.430341 +2023-12-04 11:13:43,155 - Epoch: [29][ 7700/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430721 +2023-12-04 11:14:17,835 - Epoch: [29][ 7800/31148] Overall Loss 0.009909 Objective Loss 0.000000 Distill Loss 0.009909 LR 0.000016 Time 0.429645 +2023-12-04 11:15:04,148 - Epoch: [29][ 7900/31148] Overall Loss 0.009909 Objective Loss 0.000000 Distill Loss 0.009909 LR 0.000016 Time 0.430068 +2023-12-04 11:15:43,781 - Epoch: [29][ 8000/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.429645 +2023-12-04 11:16:29,333 - Epoch: [29][ 8100/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.429963 +2023-12-04 11:17:13,597 - Epoch: [29][ 8200/31148] Overall Loss 0.009906 Objective Loss 0.000000 Distill Loss 0.009906 LR 0.000016 Time 0.430117 +2023-12-04 11:17:52,880 - Epoch: [29][ 8300/31148] Overall Loss 0.009908 Objective Loss 0.000000 Distill Loss 0.009908 LR 0.000016 Time 0.429667 +2023-12-04 11:18:37,871 - Epoch: [29][ 8400/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.429907 +2023-12-04 11:19:21,886 - Epoch: [29][ 8500/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.430027 +2023-12-04 11:20:10,020 - Epoch: [29][ 8600/31148] Overall Loss 0.009907 Objective Loss 0.000000 Distill Loss 0.009907 LR 0.000016 Time 0.430622 +2023-12-04 11:20:51,726 - Epoch: [29][ 8700/31148] Overall Loss 0.009908 Objective Loss 0.000000 Distill Loss 0.009908 LR 0.000016 Time 0.430466 +2023-12-04 11:21:33,645 - Epoch: [29][ 8800/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.430337 +2023-12-04 11:22:23,063 - Epoch: [29][ 8900/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.431053 +2023-12-04 11:23:08,665 - Epoch: [29][ 9000/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.431330 +2023-12-04 11:23:52,019 - Epoch: [29][ 9100/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.431353 +2023-12-04 11:24:30,475 - Epoch: [29][ 9200/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430844 +2023-12-04 11:25:12,544 - Epoch: [29][ 9300/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.430734 +2023-12-04 11:25:57,426 - Epoch: [29][ 9400/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.430926 +2023-12-04 11:26:36,524 - Epoch: [29][ 9500/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430504 +2023-12-04 11:27:20,165 - Epoch: [29][ 9600/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.430565 +2023-12-04 11:27:58,938 - Epoch: [29][ 9700/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.430123 +2023-12-04 11:28:48,252 - Epoch: [29][ 9800/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.430765 +2023-12-04 11:29:32,319 - Epoch: [29][ 9900/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.430864 +2023-12-04 11:30:07,798 - Epoch: [29][10000/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430103 +2023-12-04 11:30:51,515 - Epoch: [29][10100/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.430172 +2023-12-04 11:31:27,017 - Epoch: [29][10200/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.429434 +2023-12-04 11:32:03,153 - Epoch: [29][10300/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.428773 +2023-12-04 11:32:39,652 - Epoch: [29][10400/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.428159 +2023-12-04 11:33:19,028 - Epoch: [29][10500/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.427831 +2023-12-04 11:34:05,167 - Epoch: [29][10600/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.428146 +2023-12-04 11:34:55,563 - Epoch: [29][10700/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.428854 +2023-12-04 11:35:42,035 - Epoch: [29][10800/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.429186 +2023-12-04 11:36:20,750 - Epoch: [29][10900/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.428799 +2023-12-04 11:37:14,056 - Epoch: [29][11000/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.429747 +2023-12-04 11:37:58,219 - Epoch: [29][11100/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.429853 +2023-12-04 11:38:42,945 - Epoch: [29][11200/31148] Overall Loss 0.009909 Objective Loss 0.000000 Distill Loss 0.009909 LR 0.000016 Time 0.430008 +2023-12-04 11:39:28,792 - Epoch: [29][11300/31148] Overall Loss 0.009909 Objective Loss 0.000000 Distill Loss 0.009909 LR 0.000016 Time 0.430259 +2023-12-04 11:40:08,563 - Epoch: [29][11400/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.429973 +2023-12-04 11:40:48,763 - Epoch: [29][11500/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.429729 +2023-12-04 11:41:29,895 - Epoch: [29][11600/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.429569 +2023-12-04 11:42:08,216 - Epoch: [29][11700/31148] Overall Loss 0.009910 Objective Loss 0.000000 Distill Loss 0.009910 LR 0.000016 Time 0.429173 +2023-12-04 11:42:50,766 - Epoch: [29][11800/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.429141 +2023-12-04 11:43:29,581 - Epoch: [29][11900/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.428796 +2023-12-04 11:44:03,026 - Epoch: [29][12000/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.428009 +2023-12-04 11:44:31,771 - Epoch: [29][12100/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.426847 +2023-12-04 11:44:59,700 - Epoch: [29][12200/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.425637 +2023-12-04 11:45:28,430 - Epoch: [29][12300/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.424512 +2023-12-04 11:45:56,603 - Epoch: [29][12400/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.423361 +2023-12-04 11:46:24,712 - Epoch: [29][12500/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.422222 +2023-12-04 11:46:53,052 - Epoch: [29][12600/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.421120 +2023-12-04 11:47:21,165 - Epoch: [29][12700/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.420017 +2023-12-04 11:47:49,349 - Epoch: [29][12800/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.418938 +2023-12-04 11:48:17,458 - Epoch: [29][12900/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.417869 +2023-12-04 11:48:46,000 - Epoch: [29][13000/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.416850 +2023-12-04 11:49:14,800 - Epoch: [29][13100/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.415866 +2023-12-04 11:50:11,523 - Epoch: [29][13200/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.417012 +2023-12-04 11:50:57,006 - Epoch: [29][13300/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.417296 +2023-12-04 11:51:42,500 - Epoch: [29][13400/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.417576 +2023-12-04 11:52:28,780 - Epoch: [29][13500/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.417910 +2023-12-04 11:53:16,680 - Epoch: [29][13600/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.418359 +2023-12-04 11:54:13,830 - Epoch: [29][13700/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.419476 +2023-12-04 11:55:04,625 - Epoch: [29][13800/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.420117 +2023-12-04 11:55:47,243 - Epoch: [29][13900/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.420160 +2023-12-04 11:56:26,658 - Epoch: [29][14000/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.419974 +2023-12-04 11:57:11,471 - Epoch: [29][14100/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.420173 +2023-12-04 11:57:49,277 - Epoch: [29][14200/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.419876 +2023-12-04 11:58:31,471 - Epoch: [29][14300/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.419890 +2023-12-04 11:59:26,190 - Epoch: [29][14400/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.420773 +2023-12-04 12:00:21,908 - Epoch: [29][14500/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.421714 +2023-12-04 12:00:59,396 - Epoch: [29][14600/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.421393 +2023-12-04 12:01:42,101 - Epoch: [29][14700/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.421430 +2023-12-04 12:02:33,200 - Epoch: [29][14800/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.422035 +2023-12-04 12:03:15,423 - Epoch: [29][14900/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.422036 +2023-12-04 12:03:55,044 - Epoch: [29][15000/31148] Overall Loss 0.009911 Objective Loss 0.000000 Distill Loss 0.009911 LR 0.000016 Time 0.421863 +2023-12-04 12:04:39,759 - Epoch: [29][15100/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.422030 +2023-12-04 12:05:24,973 - Epoch: [29][15200/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.422227 +2023-12-04 12:06:12,009 - Epoch: [29][15300/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.422541 +2023-12-04 12:07:03,014 - Epoch: [29][15400/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.423109 +2023-12-04 12:07:50,472 - Epoch: [29][15500/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.423441 +2023-12-04 12:08:40,913 - Epoch: [29][15600/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.423959 +2023-12-04 12:09:33,896 - Epoch: [29][15700/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.424633 +2023-12-04 12:10:18,368 - Epoch: [29][15800/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.424760 +2023-12-04 12:11:13,144 - Epoch: [29][15900/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.425533 +2023-12-04 12:12:04,695 - Epoch: [29][16000/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.426095 +2023-12-04 12:12:50,486 - Epoch: [29][16100/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.426292 +2023-12-04 12:13:31,940 - Epoch: [29][16200/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.426219 +2023-12-04 12:14:19,415 - Epoch: [29][16300/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.426517 +2023-12-04 12:14:59,974 - Epoch: [29][16400/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.426388 +2023-12-04 12:15:53,325 - Epoch: [29][16500/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.427037 +2023-12-04 12:16:38,179 - Epoch: [29][16600/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.427166 +2023-12-04 12:17:23,794 - Epoch: [29][16700/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.427339 +2023-12-04 12:18:10,132 - Epoch: [29][16800/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.427554 +2023-12-04 12:18:56,603 - Epoch: [29][16900/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.427773 +2023-12-04 12:19:32,461 - Epoch: [29][17000/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.427366 +2023-12-04 12:20:06,386 - Epoch: [29][17100/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.426850 +2023-12-04 12:21:07,303 - Epoch: [29][17200/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.427909 +2023-12-04 12:21:51,263 - Epoch: [29][17300/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.427977 +2023-12-04 12:22:40,882 - Epoch: [29][17400/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.428368 +2023-12-04 12:23:26,503 - Epoch: [29][17500/31148] Overall Loss 0.009912 Objective Loss 0.000000 Distill Loss 0.009912 LR 0.000016 Time 0.428527 +2023-12-04 12:24:22,893 - Epoch: [29][17600/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.429296 +2023-12-04 12:25:13,244 - Epoch: [29][17700/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.429715 +2023-12-04 12:25:54,335 - Epoch: [29][17800/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.429608 +2023-12-04 12:26:41,639 - Epoch: [29][17900/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.429851 +2023-12-04 12:27:37,070 - Epoch: [29][18000/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.430542 +2023-12-04 12:28:24,824 - Epoch: [29][18100/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.430801 +2023-12-04 12:29:14,108 - Epoch: [29][18200/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.431142 +2023-12-04 12:29:55,246 - Epoch: [29][18300/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.431033 +2023-12-04 12:30:49,611 - Epoch: [29][18400/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.431645 +2023-12-04 12:31:42,288 - Epoch: [29][18500/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.432159 +2023-12-04 12:32:27,186 - Epoch: [29][18600/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.432249 +2023-12-04 12:33:21,179 - Epoch: [29][18700/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.432824 +2023-12-04 12:34:11,016 - Epoch: [29][18800/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.433172 +2023-12-04 12:34:57,346 - Epoch: [29][18900/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.433331 +2023-12-04 12:35:46,008 - Epoch: [29][19000/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.433611 +2023-12-04 12:36:33,471 - Epoch: [29][19100/31148] Overall Loss 0.009913 Objective Loss 0.000000 Distill Loss 0.009913 LR 0.000016 Time 0.433826 +2023-12-04 12:37:17,936 - Epoch: [29][19200/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.433882 +2023-12-04 12:38:20,808 - Epoch: [29][19300/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.434891 +2023-12-04 12:39:00,282 - Epoch: [29][19400/31148] Overall Loss 0.009914 Objective Loss 0.000000 Distill Loss 0.009914 LR 0.000016 Time 0.434684 +2023-12-04 12:39:41,647 - Epoch: [29][19500/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.434575 +2023-12-04 12:40:31,101 - Epoch: [29][19600/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.434881 +2023-12-04 12:41:16,926 - Epoch: [29][19700/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.434999 +2023-12-04 12:41:59,627 - Epoch: [29][19800/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.434959 +2023-12-04 12:42:47,035 - Epoch: [29][19900/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.435155 +2023-12-04 12:43:36,565 - Epoch: [29][20000/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.435455 +2023-12-04 12:44:24,088 - Epoch: [29][20100/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.435653 +2023-12-04 12:45:16,217 - Epoch: [29][20200/31148] Overall Loss 0.009915 Objective Loss 0.000000 Distill Loss 0.009915 LR 0.000016 Time 0.436076 +2023-12-04 12:46:03,488 - Epoch: [29][20300/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.436256 +2023-12-04 12:46:50,372 - Epoch: [29][20400/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.436416 +2023-12-04 12:47:43,657 - Epoch: [29][20500/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.436886 +2023-12-04 12:48:28,891 - Epoch: [29][20600/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.436960 +2023-12-04 12:49:15,450 - Epoch: [29][20700/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.437098 +2023-12-04 12:50:10,364 - Epoch: [29][20800/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.437637 +2023-12-04 12:50:50,055 - Epoch: [29][20900/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.437442 +2023-12-04 12:51:44,499 - Epoch: [29][21000/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.437951 +2023-12-04 12:52:21,331 - Epoch: [29][21100/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.437620 +2023-12-04 12:53:15,072 - Epoch: [29][21200/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438091 +2023-12-04 12:53:58,447 - Epoch: [29][21300/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438070 +2023-12-04 12:54:54,090 - Epoch: [29][21400/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438623 +2023-12-04 12:55:41,697 - Epoch: [29][21500/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438797 +2023-12-04 12:56:19,072 - Epoch: [29][21600/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438495 +2023-12-04 12:57:05,827 - Epoch: [29][21700/31148] Overall Loss 0.009918 Objective Loss 0.000000 Distill Loss 0.009918 LR 0.000016 Time 0.438629 +2023-12-04 12:57:44,611 - Epoch: [29][21800/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438395 +2023-12-04 12:58:33,010 - Epoch: [29][21900/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438603 +2023-12-04 12:59:09,838 - Epoch: [29][22000/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438283 +2023-12-04 12:59:55,939 - Epoch: [29][22100/31148] Overall Loss 0.009918 Objective Loss 0.000000 Distill Loss 0.009918 LR 0.000016 Time 0.438386 +2023-12-04 13:00:37,607 - Epoch: [29][22200/31148] Overall Loss 0.009918 Objective Loss 0.000000 Distill Loss 0.009918 LR 0.000016 Time 0.438288 +2023-12-04 13:01:20,693 - Epoch: [29][22300/31148] Overall Loss 0.009918 Objective Loss 0.000000 Distill Loss 0.009918 LR 0.000016 Time 0.438254 +2023-12-04 13:02:09,648 - Epoch: [29][22400/31148] Overall Loss 0.009918 Objective Loss 0.000000 Distill Loss 0.009918 LR 0.000016 Time 0.438483 +2023-12-04 13:02:45,979 - Epoch: [29][22500/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438148 +2023-12-04 13:03:33,967 - Epoch: [29][22600/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438333 +2023-12-04 13:04:20,269 - Epoch: [29][22700/31148] Overall Loss 0.009916 Objective Loss 0.000000 Distill Loss 0.009916 LR 0.000016 Time 0.438441 +2023-12-04 13:05:07,600 - Epoch: [29][22800/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.438594 +2023-12-04 13:06:00,824 - Epoch: [29][22900/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.439002 +2023-12-04 13:06:51,282 - Epoch: [29][23000/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.439287 +2023-12-04 13:07:34,116 - Epoch: [29][23100/31148] Overall Loss 0.009917 Objective Loss 0.000000 Distill Loss 0.009917 LR 0.000016 Time 0.439240 +2023-12-04 13:08:21,348 - Epoch: [29][23200/31148] Overall Loss 0.009918 Objective Loss 0.000000 Distill Loss 0.009918 LR 0.000016 Time 0.439382 +2023-12-04 13:09:09,193 - Epoch: [29][23300/31148] Overall Loss 0.009919 Objective Loss 0.000000 Distill Loss 0.009919 LR 0.000016 Time 0.439549 +2023-12-04 13:09:52,607 - Epoch: [29][23400/31148] Overall Loss 0.009919 Objective Loss 0.000000 Distill Loss 0.009919 LR 0.000016 Time 0.439526 +2023-12-04 13:10:37,451 - Epoch: [29][23500/31148] Overall Loss 0.009919 Objective Loss 0.000000 Distill Loss 0.009919 LR 0.000016 Time 0.439563 +2023-12-04 13:11:21,165 - Epoch: [29][23600/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.439553 +2023-12-04 13:12:08,583 - Epoch: [29][23700/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.439699 +2023-12-04 13:12:53,840 - Epoch: [29][23800/31148] Overall Loss 0.009919 Objective Loss 0.000000 Distill Loss 0.009919 LR 0.000016 Time 0.439752 +2023-12-04 13:13:36,338 - Epoch: [29][23900/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.439690 +2023-12-04 13:14:18,976 - Epoch: [29][24000/31148] Overall Loss 0.009919 Objective Loss 0.000000 Distill Loss 0.009919 LR 0.000016 Time 0.439634 +2023-12-04 13:14:54,515 - Epoch: [29][24100/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.439285 +2023-12-04 13:15:36,966 - Epoch: [29][24200/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.439223 +2023-12-04 13:16:16,431 - Epoch: [29][24300/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.439040 +2023-12-04 13:17:14,488 - Epoch: [29][24400/31148] Overall Loss 0.009919 Objective Loss 0.000000 Distill Loss 0.009919 LR 0.000016 Time 0.439619 +2023-12-04 13:18:07,241 - Epoch: [29][24500/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.439978 +2023-12-04 13:18:53,761 - Epoch: [29][24600/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.440080 +2023-12-04 13:19:37,532 - Epoch: [29][24700/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.440070 +2023-12-04 13:20:29,792 - Epoch: [29][24800/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.440403 +2023-12-04 13:21:21,901 - Epoch: [29][24900/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.440726 +2023-12-04 13:22:04,969 - Epoch: [29][25000/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.440686 +2023-12-04 13:22:54,620 - Epoch: [29][25100/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.440908 +2023-12-04 13:23:35,585 - Epoch: [29][25200/31148] Overall Loss 0.009919 Objective Loss 0.000000 Distill Loss 0.009919 LR 0.000016 Time 0.440784 +2023-12-04 13:24:23,381 - Epoch: [29][25300/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.440930 +2023-12-04 13:25:15,571 - Epoch: [29][25400/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441249 +2023-12-04 13:26:04,325 - Epoch: [29][25500/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441430 +2023-12-04 13:26:47,034 - Epoch: [29][25600/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441374 +2023-12-04 13:27:37,140 - Epoch: [29][25700/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441606 +2023-12-04 13:28:18,208 - Epoch: [29][25800/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.441486 +2023-12-04 13:29:11,287 - Epoch: [29][25900/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.441830 +2023-12-04 13:29:51,286 - Epoch: [29][26000/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441669 +2023-12-04 13:30:31,287 - Epoch: [29][26100/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441509 +2023-12-04 13:31:19,075 - Epoch: [29][26200/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441648 +2023-12-04 13:31:57,998 - Epoch: [29][26300/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441448 +2023-12-04 13:32:42,937 - Epoch: [29][26400/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441478 +2023-12-04 13:33:23,464 - Epoch: [29][26500/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441341 +2023-12-04 13:34:03,496 - Epoch: [29][26600/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.441187 +2023-12-04 13:34:46,352 - Epoch: [29][26700/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441139 +2023-12-04 13:35:33,259 - Epoch: [29][26800/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.441243 +2023-12-04 13:36:26,903 - Epoch: [29][26900/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441597 +2023-12-04 13:37:15,240 - Epoch: [29][27000/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441751 +2023-12-04 13:37:58,351 - Epoch: [29][27100/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441711 +2023-12-04 13:38:45,124 - Epoch: [29][27200/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.441807 +2023-12-04 13:39:32,364 - Epoch: [29][27300/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.441919 +2023-12-04 13:40:32,725 - Epoch: [29][27400/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.442509 +2023-12-04 13:41:24,092 - Epoch: [29][27500/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.442767 +2023-12-04 13:42:14,197 - Epoch: [29][27600/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.442978 +2023-12-04 13:43:01,350 - Epoch: [29][27700/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443081 +2023-12-04 13:43:51,984 - Epoch: [29][27800/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443308 +2023-12-04 13:44:34,179 - Epoch: [29][27900/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443231 +2023-12-04 13:45:17,553 - Epoch: [29][28000/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443197 +2023-12-04 13:46:04,543 - Epoch: [29][28100/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443292 +2023-12-04 13:46:46,060 - Epoch: [29][28200/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443192 +2023-12-04 13:47:27,843 - Epoch: [29][28300/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443102 +2023-12-04 13:48:17,476 - Epoch: [29][28400/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443289 +2023-12-04 13:48:55,805 - Epoch: [29][28500/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443078 +2023-12-04 13:49:40,245 - Epoch: [29][28600/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443083 +2023-12-04 13:50:28,101 - Epoch: [29][28700/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443206 +2023-12-04 13:51:23,667 - Epoch: [29][28800/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443596 +2023-12-04 13:52:10,569 - Epoch: [29][28900/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443684 +2023-12-04 13:52:51,444 - Epoch: [29][29000/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443563 +2023-12-04 13:53:39,763 - Epoch: [29][29100/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443699 +2023-12-04 13:54:22,675 - Epoch: [29][29200/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443649 +2023-12-04 13:55:07,845 - Epoch: [29][29300/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443676 +2023-12-04 13:55:52,634 - Epoch: [29][29400/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443690 +2023-12-04 13:56:41,929 - Epoch: [29][29500/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443857 +2023-12-04 13:57:28,822 - Epoch: [29][29600/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443942 +2023-12-04 13:58:08,702 - Epoch: [29][29700/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.443789 +2023-12-04 13:58:46,248 - Epoch: [29][29800/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443560 +2023-12-04 13:59:34,862 - Epoch: [29][29900/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.443702 +2023-12-04 14:00:32,401 - Epoch: [29][30000/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.444141 +2023-12-04 14:01:17,832 - Epoch: [29][30100/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.444174 +2023-12-04 14:02:07,948 - Epoch: [29][30200/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.444363 +2023-12-04 14:02:47,290 - Epoch: [29][30300/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.444194 +2023-12-04 14:03:30,107 - Epoch: [29][30400/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.444142 +2023-12-04 14:04:22,197 - Epoch: [29][30500/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.444393 +2023-12-04 14:05:07,512 - Epoch: [29][30600/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.444421 +2023-12-04 14:05:53,092 - Epoch: [29][30700/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.444458 +2023-12-04 14:06:30,227 - Epoch: [29][30800/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.444221 +2023-12-04 14:07:13,931 - Epoch: [29][30900/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.444197 +2023-12-04 14:07:53,550 - Epoch: [29][31000/31148] Overall Loss 0.009921 Objective Loss 0.000000 Distill Loss 0.009921 LR 0.000016 Time 0.444042 +2023-12-04 14:08:49,596 - Epoch: [29][31100/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.444416 +2023-12-04 14:09:13,161 - Epoch: [29][31148/31148] Overall Loss 0.009920 Objective Loss 0.000000 Distill Loss 0.009920 LR 0.000016 Time 0.444488 +2023-12-04 14:09:13,987 - --- validate (epoch=29)----------- +2023-12-04 14:09:13,987 - 167951 samples (100 per mini-batch) +2023-12-04 14:09:42,987 - Epoch: [29][ 100/ 1680] Loss 0.000000 Overall Loss 0.010522 +2023-12-04 14:10:07,217 - Epoch: [29][ 200/ 1680] Loss 0.000000 Overall Loss 0.010523 +2023-12-04 14:10:29,843 - Epoch: [29][ 300/ 1680] Loss 0.000000 Overall Loss 0.010526 +2023-12-04 14:10:53,909 - Epoch: [29][ 400/ 1680] Loss 0.000000 Overall Loss 0.010531 +2023-12-04 14:11:16,599 - Epoch: [29][ 500/ 1680] Loss 0.000000 Overall Loss 0.010530 +2023-12-04 14:11:40,417 - Epoch: [29][ 600/ 1680] Loss 0.000000 Overall Loss 0.010523 +2023-12-04 14:12:03,730 - Epoch: [29][ 700/ 1680] Loss 0.000000 Overall Loss 0.010529 +2023-12-04 14:12:27,656 - Epoch: [29][ 800/ 1680] Loss 0.000000 Overall Loss 0.010534 +2023-12-04 14:12:50,707 - Epoch: [29][ 900/ 1680] Loss 0.000000 Overall Loss 0.010539 +2023-12-04 14:13:13,790 - Epoch: [29][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010545 +2023-12-04 14:13:36,918 - Epoch: [29][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010541 +2023-12-04 14:13:59,957 - Epoch: [29][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010539 +2023-12-04 14:14:23,518 - Epoch: [29][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010542 +2023-12-04 14:14:46,616 - Epoch: [29][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010539 +2023-12-04 14:15:09,446 - Epoch: [29][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010538 +2023-12-04 14:15:32,709 - Epoch: [29][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010541 +2023-12-04 14:15:50,949 - Epoch: [29][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010541 +2023-12-04 14:15:51,436 - ==> Overall Loss: 0.011 + +2023-12-04 14:15:51,443 - ==> Best [Overall Loss: 0.010541 on epoch: 29] +2023-12-04 14:15:51,443 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-04 14:15:51,505 - + +2023-12-04 14:15:51,505 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-04 14:16:46,746 - Epoch: [30][ 100/31148] Overall Loss 0.009687 Objective Loss 0.000000 Distill Loss 0.009687 LR 0.000008 Time 0.552308 +2023-12-04 14:17:25,063 - Epoch: [30][ 200/31148] Overall Loss 0.009637 Objective Loss 0.000000 Distill Loss 0.009637 LR 0.000008 Time 0.467703 +2023-12-04 14:18:18,636 - Epoch: [30][ 300/31148] Overall Loss 0.009660 Objective Loss 0.000000 Distill Loss 0.009660 LR 0.000008 Time 0.490353 +2023-12-04 14:19:04,770 - Epoch: [30][ 400/31148] Overall Loss 0.009644 Objective Loss 0.000000 Distill Loss 0.009644 LR 0.000008 Time 0.483083 +2023-12-04 14:19:42,651 - Epoch: [30][ 500/31148] Overall Loss 0.009659 Objective Loss 0.000000 Distill Loss 0.009659 LR 0.000008 Time 0.462214 +2023-12-04 14:20:28,569 - Epoch: [30][ 600/31148] Overall Loss 0.009677 Objective Loss 0.000000 Distill Loss 0.009677 LR 0.000008 Time 0.461696 +2023-12-04 14:21:13,159 - Epoch: [30][ 700/31148] Overall Loss 0.009699 Objective Loss 0.000000 Distill Loss 0.009699 LR 0.000008 Time 0.459429 +2023-12-04 14:21:57,298 - Epoch: [30][ 800/31148] Overall Loss 0.009717 Objective Loss 0.000000 Distill Loss 0.009717 LR 0.000008 Time 0.457164 +2023-12-04 14:22:33,240 - Epoch: [30][ 900/31148] Overall Loss 0.009709 Objective Loss 0.000000 Distill Loss 0.009709 LR 0.000008 Time 0.446295 +2023-12-04 14:23:09,829 - Epoch: [30][ 1000/31148] Overall Loss 0.009709 Objective Loss 0.000000 Distill Loss 0.009709 LR 0.000008 Time 0.438248 +2023-12-04 14:23:43,184 - Epoch: [30][ 1100/31148] Overall Loss 0.009713 Objective Loss 0.000000 Distill Loss 0.009713 LR 0.000008 Time 0.428725 +2023-12-04 14:24:27,239 - Epoch: [30][ 1200/31148] Overall Loss 0.009717 Objective Loss 0.000000 Distill Loss 0.009717 LR 0.000008 Time 0.429704 +2023-12-04 14:25:20,291 - Epoch: [30][ 1300/31148] Overall Loss 0.009720 Objective Loss 0.000000 Distill Loss 0.009720 LR 0.000008 Time 0.437453 +2023-12-04 14:26:00,355 - Epoch: [30][ 1400/31148] Overall Loss 0.009730 Objective Loss 0.000000 Distill Loss 0.009730 LR 0.000008 Time 0.434819 +2023-12-04 14:26:46,572 - Epoch: [30][ 1500/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000008 Time 0.436637 +2023-12-04 14:27:24,707 - Epoch: [30][ 1600/31148] Overall Loss 0.009725 Objective Loss 0.000000 Distill Loss 0.009725 LR 0.000008 Time 0.433177 +2023-12-04 14:28:19,942 - Epoch: [30][ 1700/31148] Overall Loss 0.009726 Objective Loss 0.000000 Distill Loss 0.009726 LR 0.000008 Time 0.440183 +2023-12-04 14:29:00,237 - Epoch: [30][ 1800/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000008 Time 0.438111 +2023-12-04 14:29:49,135 - Epoch: [30][ 1900/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000008 Time 0.440784 +2023-12-04 14:30:31,836 - Epoch: [30][ 2000/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000008 Time 0.440091 +2023-12-04 14:31:17,443 - Epoch: [30][ 2100/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000008 Time 0.440849 +2023-12-04 14:31:55,788 - Epoch: [30][ 2200/31148] Overall Loss 0.009737 Objective Loss 0.000000 Distill Loss 0.009737 LR 0.000008 Time 0.438236 +2023-12-04 14:32:36,247 - Epoch: [30][ 2300/31148] Overall Loss 0.009745 Objective Loss 0.000000 Distill Loss 0.009745 LR 0.000008 Time 0.436770 +2023-12-04 14:33:11,329 - Epoch: [30][ 2400/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000008 Time 0.433186 +2023-12-04 14:33:57,028 - Epoch: [30][ 2500/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000008 Time 0.434135 +2023-12-04 14:34:40,406 - Epoch: [30][ 2600/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000008 Time 0.434119 +2023-12-04 14:35:21,554 - Epoch: [30][ 2700/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000008 Time 0.433277 +2023-12-04 14:36:02,064 - Epoch: [30][ 2800/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000008 Time 0.432269 +2023-12-04 14:36:44,039 - Epoch: [30][ 2900/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000008 Time 0.431835 +2023-12-04 14:37:23,222 - Epoch: [30][ 3000/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000008 Time 0.430499 +2023-12-04 14:38:02,093 - Epoch: [30][ 3100/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000008 Time 0.429148 +2023-12-04 14:38:35,997 - Epoch: [30][ 3200/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000008 Time 0.426330 +2023-12-04 14:39:14,468 - Epoch: [30][ 3300/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000008 Time 0.425067 +2023-12-04 14:39:50,739 - Epoch: [30][ 3400/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000008 Time 0.423231 +2023-12-04 14:40:31,117 - Epoch: [30][ 3500/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000008 Time 0.422673 +2023-12-04 14:41:11,823 - Epoch: [30][ 3600/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000008 Time 0.422237 +2023-12-04 14:41:55,641 - Epoch: [30][ 3700/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000008 Time 0.422666 +2023-12-04 14:42:38,040 - Epoch: [30][ 3800/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000008 Time 0.422699 +2023-12-04 14:43:21,121 - Epoch: [30][ 3900/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000008 Time 0.422905 +2023-12-04 14:43:59,375 - Epoch: [30][ 4000/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000008 Time 0.421894 +2023-12-04 14:44:46,312 - Epoch: [30][ 4100/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000008 Time 0.423050 +2023-12-04 14:45:27,646 - Epoch: [30][ 4200/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000008 Time 0.422817 +2023-12-04 14:46:11,082 - Epoch: [30][ 4300/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.423084 +2023-12-04 14:46:49,950 - Epoch: [30][ 4400/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000008 Time 0.422301 +2023-12-04 14:47:25,188 - Epoch: [30][ 4500/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.420745 +2023-12-04 14:48:08,370 - Epoch: [30][ 4600/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.420985 +2023-12-04 14:48:57,959 - Epoch: [30][ 4700/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.422577 +2023-12-04 14:49:34,474 - Epoch: [30][ 4800/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.421379 +2023-12-04 14:50:13,237 - Epoch: [30][ 4900/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.420689 +2023-12-04 14:50:54,254 - Epoch: [30][ 5000/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.420477 +2023-12-04 14:51:31,127 - Epoch: [30][ 5100/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.419461 +2023-12-04 14:52:09,021 - Epoch: [30][ 5200/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.418680 +2023-12-04 14:52:52,403 - Epoch: [30][ 5300/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.418964 +2023-12-04 14:53:39,435 - Epoch: [30][ 5400/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.419914 +2023-12-04 14:54:21,301 - Epoch: [30][ 5500/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.419890 +2023-12-04 14:55:08,502 - Epoch: [30][ 5600/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.420820 +2023-12-04 14:55:56,746 - Epoch: [30][ 5700/31148] Overall Loss 0.009771 Objective Loss 0.000000 Distill Loss 0.009771 LR 0.000008 Time 0.421899 +2023-12-04 14:56:37,100 - Epoch: [30][ 5800/31148] Overall Loss 0.009770 Objective Loss 0.000000 Distill Loss 0.009770 LR 0.000008 Time 0.421581 +2023-12-04 14:57:15,244 - Epoch: [30][ 5900/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.420900 +2023-12-04 14:57:51,694 - Epoch: [30][ 6000/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.419959 +2023-12-04 14:58:42,046 - Epoch: [30][ 6100/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.421327 +2023-12-04 14:59:22,936 - Epoch: [30][ 6200/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.421126 +2023-12-04 15:00:04,076 - Epoch: [30][ 6300/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.420970 +2023-12-04 15:00:47,821 - Epoch: [30][ 6400/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.421227 +2023-12-04 15:01:32,843 - Epoch: [30][ 6500/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000008 Time 0.421671 +2023-12-04 15:02:20,524 - Epoch: [30][ 6600/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000008 Time 0.422506 +2023-12-04 15:03:00,021 - Epoch: [30][ 6700/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000008 Time 0.422094 +2023-12-04 15:03:44,471 - Epoch: [30][ 6800/31148] Overall Loss 0.009762 Objective Loss 0.000000 Distill Loss 0.009762 LR 0.000008 Time 0.422422 +2023-12-04 15:04:23,548 - Epoch: [30][ 6900/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.421963 +2023-12-04 15:04:59,294 - Epoch: [30][ 7000/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000008 Time 0.421040 +2023-12-04 15:05:43,216 - Epoch: [30][ 7100/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.421295 +2023-12-04 15:06:27,137 - Epoch: [30][ 7200/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.421543 +2023-12-04 15:07:05,786 - Epoch: [30][ 7300/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.421062 +2023-12-04 15:07:41,022 - Epoch: [30][ 7400/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.420132 +2023-12-04 15:08:21,617 - Epoch: [30][ 7500/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.419942 +2023-12-04 15:09:03,780 - Epoch: [30][ 7600/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.419964 +2023-12-04 15:09:39,841 - Epoch: [30][ 7700/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.419192 +2023-12-04 15:10:10,068 - Epoch: [30][ 7800/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.417692 +2023-12-04 15:10:38,067 - Epoch: [30][ 7900/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.415949 +2023-12-04 15:11:05,735 - Epoch: [30][ 8000/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.414208 +2023-12-04 15:11:33,606 - Epoch: [30][ 8100/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.412534 +2023-12-04 15:12:01,354 - Epoch: [30][ 8200/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.410887 +2023-12-04 15:12:29,361 - Epoch: [30][ 8300/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.409310 +2023-12-04 15:12:57,179 - Epoch: [30][ 8400/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.407749 +2023-12-04 15:13:25,215 - Epoch: [30][ 8500/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.406250 +2023-12-04 15:13:53,280 - Epoch: [30][ 8600/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.404789 +2023-12-04 15:14:21,139 - Epoch: [30][ 8700/31148] Overall Loss 0.009765 Objective Loss 0.000000 Distill Loss 0.009765 LR 0.000008 Time 0.403338 +2023-12-04 15:14:49,137 - Epoch: [30][ 8800/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.401936 +2023-12-04 15:15:16,740 - Epoch: [30][ 8900/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.400521 +2023-12-04 15:15:53,887 - Epoch: [30][ 9000/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.400197 +2023-12-04 15:16:38,582 - Epoch: [30][ 9100/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.400710 +2023-12-04 15:17:14,687 - Epoch: [30][ 9200/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.400278 +2023-12-04 15:18:07,088 - Epoch: [30][ 9300/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.401608 +2023-12-04 15:18:49,125 - Epoch: [30][ 9400/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.401807 +2023-12-04 15:19:41,878 - Epoch: [30][ 9500/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.403129 +2023-12-04 15:20:31,854 - Epoch: [30][ 9600/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.404135 +2023-12-04 15:21:09,317 - Epoch: [30][ 9700/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.403830 +2023-12-04 15:21:57,997 - Epoch: [30][ 9800/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.404676 +2023-12-04 15:22:36,118 - Epoch: [30][ 9900/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.404439 +2023-12-04 15:23:14,680 - Epoch: [30][10000/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.404250 +2023-12-04 15:23:59,230 - Epoch: [30][10100/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.404657 +2023-12-04 15:24:37,776 - Epoch: [30][10200/31148] Overall Loss 0.009766 Objective Loss 0.000000 Distill Loss 0.009766 LR 0.000008 Time 0.404468 +2023-12-04 15:25:25,510 - Epoch: [30][10300/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.405175 +2023-12-04 15:26:08,318 - Epoch: [30][10400/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.405395 +2023-12-04 15:26:47,649 - Epoch: [30][10500/31148] Overall Loss 0.009767 Objective Loss 0.000000 Distill Loss 0.009767 LR 0.000008 Time 0.405279 +2023-12-04 15:27:35,019 - Epoch: [30][10600/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.405924 +2023-12-04 15:28:21,992 - Epoch: [30][10700/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.406519 +2023-12-04 15:29:09,983 - Epoch: [30][10800/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.407198 +2023-12-04 15:29:58,180 - Epoch: [30][10900/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.407883 +2023-12-04 15:30:49,807 - Epoch: [30][11000/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.408868 +2023-12-04 15:31:46,113 - Epoch: [30][11100/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.410257 +2023-12-04 15:32:31,029 - Epoch: [30][11200/31148] Overall Loss 0.009768 Objective Loss 0.000000 Distill Loss 0.009768 LR 0.000008 Time 0.410603 +2023-12-04 15:33:17,918 - Epoch: [30][11300/31148] Overall Loss 0.009769 Objective Loss 0.000000 Distill Loss 0.009769 LR 0.000008 Time 0.411118 +2023-12-04 15:33:59,688 - Epoch: [30][11400/31148] Overall Loss 0.009771 Objective Loss 0.000000 Distill Loss 0.009771 LR 0.000008 Time 0.411175 +2023-12-04 15:34:43,939 - Epoch: [30][11500/31148] Overall Loss 0.009771 Objective Loss 0.000000 Distill Loss 0.009771 LR 0.000008 Time 0.411447 +2023-12-04 15:35:21,216 - Epoch: [30][11600/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.411113 +2023-12-04 15:36:08,518 - Epoch: [30][11700/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.411642 +2023-12-04 15:36:59,506 - Epoch: [30][11800/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.412474 +2023-12-04 15:37:46,924 - Epoch: [30][11900/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.412992 +2023-12-04 15:38:26,671 - Epoch: [30][12000/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.412862 +2023-12-04 15:39:10,234 - Epoch: [30][12100/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.413049 +2023-12-04 15:39:55,804 - Epoch: [30][12200/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.413398 +2023-12-04 15:40:37,553 - Epoch: [30][12300/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.413431 +2023-12-04 15:41:18,356 - Epoch: [30][12400/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.413387 +2023-12-04 15:41:57,896 - Epoch: [30][12500/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.413242 +2023-12-04 15:42:44,276 - Epoch: [30][12600/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.413643 +2023-12-04 15:43:35,148 - Epoch: [30][12700/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.414391 +2023-12-04 15:44:29,039 - Epoch: [30][12800/31148] Overall Loss 0.009772 Objective Loss 0.000000 Distill Loss 0.009772 LR 0.000008 Time 0.415363 +2023-12-04 15:45:28,079 - Epoch: [30][12900/31148] Overall Loss 0.009773 Objective Loss 0.000000 Distill Loss 0.009773 LR 0.000008 Time 0.416720 +2023-12-04 15:46:11,792 - Epoch: [30][13000/31148] Overall Loss 0.009774 Objective Loss 0.000000 Distill Loss 0.009774 LR 0.000008 Time 0.416876 +2023-12-04 15:46:52,893 - Epoch: [30][13100/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.416831 +2023-12-04 15:47:33,221 - Epoch: [30][13200/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.416728 +2023-12-04 15:48:15,301 - Epoch: [30][13300/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.416758 +2023-12-04 15:48:55,652 - Epoch: [30][13400/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.416658 +2023-12-04 15:49:43,915 - Epoch: [30][13500/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.417146 +2023-12-04 15:50:25,784 - Epoch: [30][13600/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.417157 +2023-12-04 15:51:10,237 - Epoch: [30][13700/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.417357 +2023-12-04 15:51:58,765 - Epoch: [30][13800/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.417848 +2023-12-04 15:52:43,871 - Epoch: [30][13900/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.418087 +2023-12-04 15:53:29,106 - Epoch: [30][14000/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.418331 +2023-12-04 15:54:07,585 - Epoch: [30][14100/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.418092 +2023-12-04 15:54:51,000 - Epoch: [30][14200/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.418205 +2023-12-04 15:55:38,111 - Epoch: [30][14300/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.418574 +2023-12-04 15:56:24,126 - Epoch: [30][14400/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.418863 +2023-12-04 15:57:17,814 - Epoch: [30][14500/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.419676 +2023-12-04 15:58:10,644 - Epoch: [30][14600/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.420420 +2023-12-04 15:59:05,624 - Epoch: [30][14700/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.421299 +2023-12-04 16:00:00,483 - Epoch: [30][14800/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.422159 +2023-12-04 16:00:52,248 - Epoch: [30][14900/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.422799 +2023-12-04 16:01:42,728 - Epoch: [30][15000/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.423345 +2023-12-04 16:02:25,629 - Epoch: [30][15100/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.423382 +2023-12-04 16:03:13,574 - Epoch: [30][15200/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.423751 +2023-12-04 16:03:54,716 - Epoch: [30][15300/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.423670 +2023-12-04 16:04:44,523 - Epoch: [30][15400/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.424152 +2023-12-04 16:05:25,159 - Epoch: [30][15500/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.424037 +2023-12-04 16:06:12,256 - Epoch: [30][15600/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.424338 +2023-12-04 16:06:52,951 - Epoch: [30][15700/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.424226 +2023-12-04 16:07:42,438 - Epoch: [30][15800/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.424673 +2023-12-04 16:08:24,017 - Epoch: [30][15900/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.424617 +2023-12-04 16:09:08,373 - Epoch: [30][16000/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.424735 +2023-12-04 16:09:59,485 - Epoch: [30][16100/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.425271 +2023-12-04 16:10:38,235 - Epoch: [30][16200/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.425037 +2023-12-04 16:11:30,658 - Epoch: [30][16300/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.425645 +2023-12-04 16:12:24,532 - Epoch: [30][16400/31148] Overall Loss 0.009779 Objective Loss 0.000000 Distill Loss 0.009779 LR 0.000008 Time 0.426334 +2023-12-04 16:13:14,569 - Epoch: [30][16500/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.426783 +2023-12-04 16:14:04,934 - Epoch: [30][16600/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.427245 +2023-12-04 16:14:52,608 - Epoch: [30][16700/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.427541 +2023-12-04 16:15:33,730 - Epoch: [30][16800/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.427444 +2023-12-04 16:16:17,208 - Epoch: [30][16900/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.427487 +2023-12-04 16:17:06,737 - Epoch: [30][17000/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.427885 +2023-12-04 16:17:49,912 - Epoch: [30][17100/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.427907 +2023-12-04 16:18:38,171 - Epoch: [30][17200/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.428225 +2023-12-04 16:19:19,457 - Epoch: [30][17300/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.428136 +2023-12-04 16:20:11,987 - Epoch: [30][17400/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.428694 +2023-12-04 16:20:58,637 - Epoch: [30][17500/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.428909 +2023-12-04 16:21:40,444 - Epoch: [30][17600/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.428847 +2023-12-04 16:22:26,351 - Epoch: [30][17700/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.429018 +2023-12-04 16:23:11,877 - Epoch: [30][17800/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.429165 +2023-12-04 16:23:58,275 - Epoch: [30][17900/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.429359 +2023-12-04 16:24:39,194 - Epoch: [30][18000/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.429246 +2023-12-04 16:25:22,899 - Epoch: [30][18100/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.429289 +2023-12-04 16:26:07,823 - Epoch: [30][18200/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.429398 +2023-12-04 16:26:52,895 - Epoch: [30][18300/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.429514 +2023-12-04 16:27:41,744 - Epoch: [30][18400/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.429835 +2023-12-04 16:28:22,579 - Epoch: [30][18500/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.429718 +2023-12-04 16:29:02,295 - Epoch: [30][18600/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.429543 +2023-12-04 16:29:51,208 - Epoch: [30][18700/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.429861 +2023-12-04 16:30:36,593 - Epoch: [30][18800/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.429988 +2023-12-04 16:31:26,707 - Epoch: [30][18900/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.430364 +2023-12-04 16:32:11,166 - Epoch: [30][19000/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.430439 +2023-12-04 16:32:55,011 - Epoch: [30][19100/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.430480 +2023-12-04 16:33:36,450 - Epoch: [30][19200/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.430396 +2023-12-04 16:34:23,732 - Epoch: [30][19300/31148] Overall Loss 0.009778 Objective Loss 0.000000 Distill Loss 0.009778 LR 0.000008 Time 0.430616 +2023-12-04 16:35:07,267 - Epoch: [30][19400/31148] Overall Loss 0.009779 Objective Loss 0.000000 Distill Loss 0.009779 LR 0.000008 Time 0.430640 +2023-12-04 16:35:49,350 - Epoch: [30][19500/31148] Overall Loss 0.009779 Objective Loss 0.000000 Distill Loss 0.009779 LR 0.000008 Time 0.430589 +2023-12-04 16:36:31,482 - Epoch: [30][19600/31148] Overall Loss 0.009780 Objective Loss 0.000000 Distill Loss 0.009780 LR 0.000008 Time 0.430541 +2023-12-04 16:37:19,738 - Epoch: [30][19700/31148] Overall Loss 0.009780 Objective Loss 0.000000 Distill Loss 0.009780 LR 0.000008 Time 0.430805 +2023-12-04 16:37:57,927 - Epoch: [30][19800/31148] Overall Loss 0.009781 Objective Loss 0.000000 Distill Loss 0.009781 LR 0.000008 Time 0.430558 +2023-12-04 16:38:43,955 - Epoch: [30][19900/31148] Overall Loss 0.009781 Objective Loss 0.000000 Distill Loss 0.009781 LR 0.000008 Time 0.430707 +2023-12-04 16:39:24,474 - Epoch: [30][20000/31148] Overall Loss 0.009781 Objective Loss 0.000000 Distill Loss 0.009781 LR 0.000008 Time 0.430579 +2023-12-04 16:40:08,453 - Epoch: [30][20100/31148] Overall Loss 0.009782 Objective Loss 0.000000 Distill Loss 0.009782 LR 0.000008 Time 0.430624 +2023-12-04 16:40:52,789 - Epoch: [30][20200/31148] Overall Loss 0.009782 Objective Loss 0.000000 Distill Loss 0.009782 LR 0.000008 Time 0.430687 +2023-12-04 16:41:48,707 - Epoch: [30][20300/31148] Overall Loss 0.009783 Objective Loss 0.000000 Distill Loss 0.009783 LR 0.000008 Time 0.431320 +2023-12-04 16:42:43,652 - Epoch: [30][20400/31148] Overall Loss 0.009782 Objective Loss 0.000000 Distill Loss 0.009782 LR 0.000008 Time 0.431898 +2023-12-04 16:43:36,187 - Epoch: [30][20500/31148] Overall Loss 0.009782 Objective Loss 0.000000 Distill Loss 0.009782 LR 0.000008 Time 0.432354 +2023-12-04 16:44:20,035 - Epoch: [30][20600/31148] Overall Loss 0.009782 Objective Loss 0.000000 Distill Loss 0.009782 LR 0.000008 Time 0.432383 +2023-12-04 16:45:06,131 - Epoch: [30][20700/31148] Overall Loss 0.009782 Objective Loss 0.000000 Distill Loss 0.009782 LR 0.000008 Time 0.432521 +2023-12-04 16:45:49,568 - Epoch: [30][20800/31148] Overall Loss 0.009782 Objective Loss 0.000000 Distill Loss 0.009782 LR 0.000008 Time 0.432529 +2023-12-04 16:46:35,243 - Epoch: [30][20900/31148] Overall Loss 0.009783 Objective Loss 0.000000 Distill Loss 0.009783 LR 0.000008 Time 0.432645 +2023-12-04 16:47:23,980 - Epoch: [30][21000/31148] Overall Loss 0.009783 Objective Loss 0.000000 Distill Loss 0.009783 LR 0.000008 Time 0.432905 +2023-12-04 16:48:16,085 - Epoch: [30][21100/31148] Overall Loss 0.009783 Objective Loss 0.000000 Distill Loss 0.009783 LR 0.000008 Time 0.433323 +2023-12-04 16:48:56,032 - Epoch: [30][21200/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.433163 +2023-12-04 16:49:44,750 - Epoch: [30][21300/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.433416 +2023-12-04 16:50:29,673 - Epoch: [30][21400/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.433489 +2023-12-04 16:51:35,108 - Epoch: [30][21500/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.434516 +2023-12-04 16:52:18,946 - Epoch: [30][21600/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.434534 +2023-12-04 16:52:59,386 - Epoch: [30][21700/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.434395 +2023-12-04 16:53:38,238 - Epoch: [30][21800/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.434184 +2023-12-04 16:54:31,376 - Epoch: [30][21900/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.434628 +2023-12-04 16:55:13,033 - Epoch: [30][22000/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.434545 +2023-12-04 16:55:53,287 - Epoch: [30][22100/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.434400 +2023-12-04 16:56:38,728 - Epoch: [30][22200/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.434490 +2023-12-04 16:57:24,694 - Epoch: [30][22300/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.434602 +2023-12-04 16:58:08,777 - Epoch: [30][22400/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.434630 +2023-12-04 16:58:52,796 - Epoch: [30][22500/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.434654 +2023-12-04 16:59:43,659 - Epoch: [30][22600/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.434981 +2023-12-04 17:00:26,950 - Epoch: [30][22700/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.434972 +2023-12-04 17:01:15,970 - Epoch: [30][22800/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.435214 +2023-12-04 17:01:57,532 - Epoch: [30][22900/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.435128 +2023-12-04 17:02:51,160 - Epoch: [30][23000/31148] Overall Loss 0.009785 Objective Loss 0.000000 Distill Loss 0.009785 LR 0.000008 Time 0.435567 +2023-12-04 17:03:49,080 - Epoch: [30][23100/31148] Overall Loss 0.009786 Objective Loss 0.000000 Distill Loss 0.009786 LR 0.000008 Time 0.436189 +2023-12-04 17:04:33,842 - Epoch: [30][23200/31148] Overall Loss 0.009786 Objective Loss 0.000000 Distill Loss 0.009786 LR 0.000008 Time 0.436238 +2023-12-04 17:05:15,400 - Epoch: [30][23300/31148] Overall Loss 0.009786 Objective Loss 0.000000 Distill Loss 0.009786 LR 0.000008 Time 0.436149 +2023-12-04 17:06:08,200 - Epoch: [30][23400/31148] Overall Loss 0.009786 Objective Loss 0.000000 Distill Loss 0.009786 LR 0.000008 Time 0.436541 +2023-12-04 17:06:59,044 - Epoch: [30][23500/31148] Overall Loss 0.009786 Objective Loss 0.000000 Distill Loss 0.009786 LR 0.000008 Time 0.436847 +2023-12-04 17:07:47,902 - Epoch: [30][23600/31148] Overall Loss 0.009787 Objective Loss 0.000000 Distill Loss 0.009787 LR 0.000008 Time 0.437066 +2023-12-04 17:08:42,453 - Epoch: [30][23700/31148] Overall Loss 0.009787 Objective Loss 0.000000 Distill Loss 0.009787 LR 0.000008 Time 0.437523 +2023-12-04 17:09:23,649 - Epoch: [30][23800/31148] Overall Loss 0.009787 Objective Loss 0.000000 Distill Loss 0.009787 LR 0.000008 Time 0.437415 +2023-12-04 17:10:05,482 - Epoch: [30][23900/31148] Overall Loss 0.009787 Objective Loss 0.000000 Distill Loss 0.009787 LR 0.000008 Time 0.437335 +2023-12-04 17:10:51,545 - Epoch: [30][24000/31148] Overall Loss 0.009787 Objective Loss 0.000000 Distill Loss 0.009787 LR 0.000008 Time 0.437432 +2023-12-04 17:11:31,071 - Epoch: [30][24100/31148] Overall Loss 0.009788 Objective Loss 0.000000 Distill Loss 0.009788 LR 0.000008 Time 0.437256 +2023-12-04 17:12:26,476 - Epoch: [30][24200/31148] Overall Loss 0.009788 Objective Loss 0.000000 Distill Loss 0.009788 LR 0.000008 Time 0.437739 +2023-12-04 17:13:18,962 - Epoch: [30][24300/31148] Overall Loss 0.009788 Objective Loss 0.000000 Distill Loss 0.009788 LR 0.000008 Time 0.438097 +2023-12-04 17:14:00,169 - Epoch: [30][24400/31148] Overall Loss 0.009788 Objective Loss 0.000000 Distill Loss 0.009788 LR 0.000008 Time 0.437990 +2023-12-04 17:14:52,853 - Epoch: [30][24500/31148] Overall Loss 0.009788 Objective Loss 0.000000 Distill Loss 0.009788 LR 0.000008 Time 0.438352 +2023-12-04 17:15:37,321 - Epoch: [30][24600/31148] Overall Loss 0.009788 Objective Loss 0.000000 Distill Loss 0.009788 LR 0.000008 Time 0.438378 +2023-12-04 17:16:31,439 - Epoch: [30][24700/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438794 +2023-12-04 17:17:14,101 - Epoch: [30][24800/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438744 +2023-12-04 17:18:05,130 - Epoch: [30][24900/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.439031 +2023-12-04 17:18:47,295 - Epoch: [30][25000/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438962 +2023-12-04 17:19:24,538 - Epoch: [30][25100/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438696 +2023-12-04 17:20:04,891 - Epoch: [30][25200/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438556 +2023-12-04 17:20:44,621 - Epoch: [30][25300/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438393 +2023-12-04 17:21:29,384 - Epoch: [30][25400/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438429 +2023-12-04 17:22:17,269 - Epoch: [30][25500/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.438587 +2023-12-04 17:23:04,859 - Epoch: [30][25600/31148] Overall Loss 0.009790 Objective Loss 0.000000 Distill Loss 0.009790 LR 0.000008 Time 0.438733 +2023-12-04 17:23:59,935 - Epoch: [30][25700/31148] Overall Loss 0.009790 Objective Loss 0.000000 Distill Loss 0.009790 LR 0.000008 Time 0.439169 +2023-12-04 17:24:42,567 - Epoch: [30][25800/31148] Overall Loss 0.009790 Objective Loss 0.000000 Distill Loss 0.009790 LR 0.000008 Time 0.439119 +2023-12-04 17:25:40,076 - Epoch: [30][25900/31148] Overall Loss 0.009790 Objective Loss 0.000000 Distill Loss 0.009790 LR 0.000008 Time 0.439643 +2023-12-04 17:26:31,749 - Epoch: [30][26000/31148] Overall Loss 0.009790 Objective Loss 0.000000 Distill Loss 0.009790 LR 0.000008 Time 0.439939 +2023-12-04 17:27:10,452 - Epoch: [30][26100/31148] Overall Loss 0.009790 Objective Loss 0.000000 Distill Loss 0.009790 LR 0.000008 Time 0.439737 +2023-12-04 17:28:01,870 - Epoch: [30][26200/31148] Overall Loss 0.009791 Objective Loss 0.000000 Distill Loss 0.009791 LR 0.000008 Time 0.440020 +2023-12-04 17:28:54,402 - Epoch: [30][26300/31148] Overall Loss 0.009791 Objective Loss 0.000000 Distill Loss 0.009791 LR 0.000008 Time 0.440344 +2023-12-04 17:29:43,258 - Epoch: [30][26400/31148] Overall Loss 0.009791 Objective Loss 0.000000 Distill Loss 0.009791 LR 0.000008 Time 0.440527 +2023-12-04 17:30:33,720 - Epoch: [30][26500/31148] Overall Loss 0.009791 Objective Loss 0.000000 Distill Loss 0.009791 LR 0.000008 Time 0.440768 +2023-12-04 17:31:17,181 - Epoch: [30][26600/31148] Overall Loss 0.009792 Objective Loss 0.000000 Distill Loss 0.009792 LR 0.000008 Time 0.440745 +2023-12-04 17:32:14,487 - Epoch: [30][26700/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441240 +2023-12-04 17:33:00,887 - Epoch: [30][26800/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441325 +2023-12-04 17:33:46,296 - Epoch: [30][26900/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441372 +2023-12-04 17:34:31,563 - Epoch: [30][27000/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441414 +2023-12-04 17:35:21,156 - Epoch: [30][27100/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441615 +2023-12-04 17:36:05,807 - Epoch: [30][27200/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441632 +2023-12-04 17:36:54,626 - Epoch: [30][27300/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441803 +2023-12-04 17:37:38,149 - Epoch: [30][27400/31148] Overall Loss 0.009793 Objective Loss 0.000000 Distill Loss 0.009793 LR 0.000008 Time 0.441779 +2023-12-04 17:38:20,320 - Epoch: [30][27500/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.441705 +2023-12-04 17:39:15,023 - Epoch: [30][27600/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442087 +2023-12-04 17:40:01,625 - Epoch: [30][27700/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442173 +2023-12-04 17:40:50,557 - Epoch: [30][27800/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442342 +2023-12-04 17:41:36,052 - Epoch: [30][27900/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442387 +2023-12-04 17:42:29,581 - Epoch: [30][28000/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442719 +2023-12-04 17:43:08,278 - Epoch: [30][28100/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442520 +2023-12-04 17:43:53,117 - Epoch: [30][28200/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442541 +2023-12-04 17:44:38,067 - Epoch: [30][28300/31148] Overall Loss 0.009794 Objective Loss 0.000000 Distill Loss 0.009794 LR 0.000008 Time 0.442565 +2023-12-04 17:45:25,162 - Epoch: [30][28400/31148] Overall Loss 0.009795 Objective Loss 0.000000 Distill Loss 0.009795 LR 0.000008 Time 0.442665 +2023-12-04 17:46:15,582 - Epoch: [30][28500/31148] Overall Loss 0.009795 Objective Loss 0.000000 Distill Loss 0.009795 LR 0.000008 Time 0.442880 +2023-12-04 17:46:59,501 - Epoch: [30][28600/31148] Overall Loss 0.009795 Objective Loss 0.000000 Distill Loss 0.009795 LR 0.000008 Time 0.442867 +2023-12-04 17:47:42,774 - Epoch: [30][28700/31148] Overall Loss 0.009796 Objective Loss 0.000000 Distill Loss 0.009796 LR 0.000008 Time 0.442832 +2023-12-04 17:48:24,582 - Epoch: [30][28800/31148] Overall Loss 0.009796 Objective Loss 0.000000 Distill Loss 0.009796 LR 0.000008 Time 0.442746 +2023-12-04 17:49:12,503 - Epoch: [30][28900/31148] Overall Loss 0.009796 Objective Loss 0.000000 Distill Loss 0.009796 LR 0.000008 Time 0.442871 +2023-12-04 17:49:56,204 - Epoch: [30][29000/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.442851 +2023-12-04 17:50:37,064 - Epoch: [30][29100/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.442733 +2023-12-04 17:51:16,298 - Epoch: [30][29200/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.442560 +2023-12-04 17:52:04,216 - Epoch: [30][29300/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.442685 +2023-12-04 17:52:52,919 - Epoch: [30][29400/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.442836 +2023-12-04 17:53:38,231 - Epoch: [30][29500/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.442870 +2023-12-04 17:54:33,874 - Epoch: [30][29600/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.443254 +2023-12-04 17:55:34,910 - Epoch: [30][29700/31148] Overall Loss 0.009797 Objective Loss 0.000000 Distill Loss 0.009797 LR 0.000008 Time 0.443816 +2023-12-04 17:56:31,978 - Epoch: [30][29800/31148] Overall Loss 0.009798 Objective Loss 0.000000 Distill Loss 0.009798 LR 0.000008 Time 0.444242 +2023-12-04 17:57:30,517 - Epoch: [30][29900/31148] Overall Loss 0.009798 Objective Loss 0.000000 Distill Loss 0.009798 LR 0.000008 Time 0.444713 +2023-12-04 17:58:24,642 - Epoch: [30][30000/31148] Overall Loss 0.009799 Objective Loss 0.000000 Distill Loss 0.009799 LR 0.000008 Time 0.445035 +2023-12-04 17:59:25,171 - Epoch: [30][30100/31148] Overall Loss 0.009799 Objective Loss 0.000000 Distill Loss 0.009799 LR 0.000008 Time 0.445567 +2023-12-04 18:00:13,341 - Epoch: [30][30200/31148] Overall Loss 0.009799 Objective Loss 0.000000 Distill Loss 0.009799 LR 0.000008 Time 0.445687 +2023-12-04 18:00:59,615 - Epoch: [30][30300/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.445743 +2023-12-04 18:01:49,922 - Epoch: [30][30400/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.445931 +2023-12-04 18:02:40,157 - Epoch: [30][30500/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.446116 +2023-12-04 18:03:23,457 - Epoch: [30][30600/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.446073 +2023-12-04 18:04:12,577 - Epoch: [30][30700/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.446219 +2023-12-04 18:05:07,202 - Epoch: [30][30800/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.446544 +2023-12-04 18:06:01,238 - Epoch: [30][30900/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.446847 +2023-12-04 18:06:50,191 - Epoch: [30][31000/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.446985 +2023-12-04 18:07:48,953 - Epoch: [30][31100/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.447437 +2023-12-04 18:08:17,777 - Epoch: [30][31148/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.447673 +2023-12-04 18:08:18,902 - --- validate (epoch=30)----------- +2023-12-04 18:08:18,902 - 167951 samples (100 per mini-batch) +2023-12-04 18:08:51,082 - Epoch: [30][ 100/ 1680] Loss 0.000000 Overall Loss 0.010553 +2023-12-04 18:09:20,109 - Epoch: [30][ 200/ 1680] Loss 0.000000 Overall Loss 0.010549 +2023-12-04 18:09:47,342 - Epoch: [30][ 300/ 1680] Loss 0.000000 Overall Loss 0.010545 +2023-12-04 18:10:14,840 - Epoch: [30][ 400/ 1680] Loss 0.000000 Overall Loss 0.010543 +2023-12-04 18:10:43,083 - Epoch: [30][ 500/ 1680] Loss 0.000000 Overall Loss 0.010541 +2023-12-04 18:11:10,034 - Epoch: [30][ 600/ 1680] Loss 0.000000 Overall Loss 0.010539 +2023-12-04 18:11:37,536 - Epoch: [30][ 700/ 1680] Loss 0.000000 Overall Loss 0.010536 +2023-12-04 18:12:05,412 - Epoch: [30][ 800/ 1680] Loss 0.000000 Overall Loss 0.010544 +2023-12-04 18:12:32,522 - Epoch: [30][ 900/ 1680] Loss 0.000000 Overall Loss 0.010544 +2023-12-04 18:13:00,668 - Epoch: [30][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010546 +2023-12-04 18:13:28,471 - Epoch: [30][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010552 +2023-12-04 18:13:57,177 - Epoch: [30][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010553 +2023-12-04 18:14:24,808 - Epoch: [30][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010551 +2023-12-04 18:14:52,998 - Epoch: [30][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010551 +2023-12-04 18:15:19,521 - Epoch: [30][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010550 +2023-12-04 18:15:46,652 - Epoch: [30][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010551 +2023-12-04 18:16:07,806 - Epoch: [30][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010549 +2023-12-04 18:16:08,297 - ==> Overall Loss: 0.011 + +2023-12-04 18:16:08,310 - ==> Best [Overall Loss: 0.010541 on epoch: 29] +2023-12-04 18:16:08,311 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-04 18:16:08,373 - + +2023-12-04 18:16:08,374 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-04 18:17:19,210 - Epoch: [31][ 100/31148] Overall Loss 0.009784 Objective Loss 0.000000 Distill Loss 0.009784 LR 0.000008 Time 0.708233 +2023-12-04 18:17:56,742 - Epoch: [31][ 200/31148] Overall Loss 0.009725 Objective Loss 0.000000 Distill Loss 0.009725 LR 0.000008 Time 0.541741 +2023-12-04 18:18:38,120 - Epoch: [31][ 300/31148] Overall Loss 0.009770 Objective Loss 0.000000 Distill Loss 0.009770 LR 0.000008 Time 0.499061 +2023-12-04 18:19:28,774 - Epoch: [31][ 400/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000008 Time 0.500913 +2023-12-04 18:20:03,342 - Epoch: [31][ 500/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000008 Time 0.469853 +2023-12-04 18:20:52,245 - Epoch: [31][ 600/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000008 Time 0.473037 +2023-12-04 18:21:42,614 - Epoch: [31][ 700/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000008 Time 0.477406 +2023-12-04 18:22:29,967 - Epoch: [31][ 800/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.476913 +2023-12-04 18:23:12,250 - Epoch: [31][ 900/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000008 Time 0.470897 +2023-12-04 18:24:05,403 - Epoch: [31][ 1000/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000008 Time 0.476953 +2023-12-04 18:24:48,719 - Epoch: [31][ 1100/31148] Overall Loss 0.009771 Objective Loss 0.000000 Distill Loss 0.009771 LR 0.000008 Time 0.472965 +2023-12-04 18:25:28,334 - Epoch: [31][ 1200/31148] Overall Loss 0.009775 Objective Loss 0.000000 Distill Loss 0.009775 LR 0.000008 Time 0.466558 +2023-12-04 18:26:15,786 - Epoch: [31][ 1300/31148] Overall Loss 0.009774 Objective Loss 0.000000 Distill Loss 0.009774 LR 0.000008 Time 0.467165 +2023-12-04 18:26:56,371 - Epoch: [31][ 1400/31148] Overall Loss 0.009781 Objective Loss 0.000000 Distill Loss 0.009781 LR 0.000008 Time 0.462781 +2023-12-04 18:27:42,898 - Epoch: [31][ 1500/31148] Overall Loss 0.009776 Objective Loss 0.000000 Distill Loss 0.009776 LR 0.000008 Time 0.462942 +2023-12-04 18:28:24,096 - Epoch: [31][ 1600/31148] Overall Loss 0.009774 Objective Loss 0.000000 Distill Loss 0.009774 LR 0.000008 Time 0.459753 +2023-12-04 18:29:15,866 - Epoch: [31][ 1700/31148] Overall Loss 0.009777 Objective Loss 0.000000 Distill Loss 0.009777 LR 0.000008 Time 0.463158 +2023-12-04 18:30:06,926 - Epoch: [31][ 1800/31148] Overall Loss 0.009781 Objective Loss 0.000000 Distill Loss 0.009781 LR 0.000008 Time 0.465789 +2023-12-04 18:30:48,343 - Epoch: [31][ 1900/31148] Overall Loss 0.009788 Objective Loss 0.000000 Distill Loss 0.009788 LR 0.000008 Time 0.463068 +2023-12-04 18:31:27,119 - Epoch: [31][ 2000/31148] Overall Loss 0.009789 Objective Loss 0.000000 Distill Loss 0.009789 LR 0.000008 Time 0.459300 +2023-12-04 18:32:14,427 - Epoch: [31][ 2100/31148] Overall Loss 0.009798 Objective Loss 0.000000 Distill Loss 0.009798 LR 0.000008 Time 0.459952 +2023-12-04 18:32:57,440 - Epoch: [31][ 2200/31148] Overall Loss 0.009800 Objective Loss 0.000000 Distill Loss 0.009800 LR 0.000008 Time 0.458593 +2023-12-04 18:33:36,444 - Epoch: [31][ 2300/31148] Overall Loss 0.009806 Objective Loss 0.000000 Distill Loss 0.009806 LR 0.000008 Time 0.455610 +2023-12-04 18:34:21,818 - Epoch: [31][ 2400/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.455529 +2023-12-04 18:35:00,853 - Epoch: [31][ 2500/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.452919 +2023-12-04 18:35:48,692 - Epoch: [31][ 2600/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.453896 +2023-12-04 18:36:36,566 - Epoch: [31][ 2700/31148] Overall Loss 0.009816 Objective Loss 0.000000 Distill Loss 0.009816 LR 0.000008 Time 0.454814 +2023-12-04 18:37:24,666 - Epoch: [31][ 2800/31148] Overall Loss 0.009815 Objective Loss 0.000000 Distill Loss 0.009815 LR 0.000008 Time 0.455746 +2023-12-04 18:38:12,548 - Epoch: [31][ 2900/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.456540 +2023-12-04 18:38:48,905 - Epoch: [31][ 3000/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.453438 +2023-12-04 18:39:34,766 - Epoch: [31][ 3100/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.453603 +2023-12-04 18:40:18,067 - Epoch: [31][ 3200/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.452957 +2023-12-04 18:40:46,503 - Epoch: [31][ 3300/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.447847 +2023-12-04 18:41:15,603 - Epoch: [31][ 3400/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.443232 +2023-12-04 18:41:43,130 - Epoch: [31][ 3500/31148] Overall Loss 0.009806 Objective Loss 0.000000 Distill Loss 0.009806 LR 0.000008 Time 0.438432 +2023-12-04 18:42:10,899 - Epoch: [31][ 3600/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.433966 +2023-12-04 18:42:38,756 - Epoch: [31][ 3700/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.429766 +2023-12-04 18:43:06,490 - Epoch: [31][ 3800/31148] Overall Loss 0.009804 Objective Loss 0.000000 Distill Loss 0.009804 LR 0.000008 Time 0.425754 +2023-12-04 18:43:34,519 - Epoch: [31][ 3900/31148] Overall Loss 0.009805 Objective Loss 0.000000 Distill Loss 0.009805 LR 0.000008 Time 0.422023 +2023-12-04 18:44:02,306 - Epoch: [31][ 4000/31148] Overall Loss 0.009804 Objective Loss 0.000000 Distill Loss 0.009804 LR 0.000008 Time 0.418418 +2023-12-04 18:44:30,322 - Epoch: [31][ 4100/31148] Overall Loss 0.009805 Objective Loss 0.000000 Distill Loss 0.009805 LR 0.000008 Time 0.415045 +2023-12-04 18:44:57,976 - Epoch: [31][ 4200/31148] Overall Loss 0.009805 Objective Loss 0.000000 Distill Loss 0.009805 LR 0.000008 Time 0.411747 +2023-12-04 18:45:26,226 - Epoch: [31][ 4300/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.408740 +2023-12-04 18:45:54,270 - Epoch: [31][ 4400/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.405824 +2023-12-04 18:46:34,923 - Epoch: [31][ 4500/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.405838 +2023-12-04 18:47:15,665 - Epoch: [31][ 4600/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.405871 +2023-12-04 18:48:03,208 - Epoch: [31][ 4700/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.407349 +2023-12-04 18:48:57,624 - Epoch: [31][ 4800/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.410198 +2023-12-04 18:49:47,485 - Epoch: [31][ 4900/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.412001 +2023-12-04 18:50:28,859 - Epoch: [31][ 5000/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.412034 +2023-12-04 18:51:21,730 - Epoch: [31][ 5100/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.414320 +2023-12-04 18:52:03,908 - Epoch: [31][ 5200/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.414462 +2023-12-04 18:52:45,273 - Epoch: [31][ 5300/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.414446 +2023-12-04 18:53:31,884 - Epoch: [31][ 5400/31148] Overall Loss 0.009816 Objective Loss 0.000000 Distill Loss 0.009816 LR 0.000008 Time 0.415401 +2023-12-04 18:54:22,569 - Epoch: [31][ 5500/31148] Overall Loss 0.009815 Objective Loss 0.000000 Distill Loss 0.009815 LR 0.000008 Time 0.417062 +2023-12-04 18:55:07,629 - Epoch: [31][ 5600/31148] Overall Loss 0.009815 Objective Loss 0.000000 Distill Loss 0.009815 LR 0.000008 Time 0.417660 +2023-12-04 18:55:48,768 - Epoch: [31][ 5700/31148] Overall Loss 0.009815 Objective Loss 0.000000 Distill Loss 0.009815 LR 0.000008 Time 0.417549 +2023-12-04 18:56:27,888 - Epoch: [31][ 5800/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.417093 +2023-12-04 18:57:13,287 - Epoch: [31][ 5900/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.417717 +2023-12-04 18:57:58,310 - Epoch: [31][ 6000/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.418258 +2023-12-04 18:58:48,674 - Epoch: [31][ 6100/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.419656 +2023-12-04 18:59:39,788 - Epoch: [31][ 6200/31148] Overall Loss 0.009807 Objective Loss 0.000000 Distill Loss 0.009807 LR 0.000008 Time 0.421131 +2023-12-04 19:00:26,748 - Epoch: [31][ 6300/31148] Overall Loss 0.009806 Objective Loss 0.000000 Distill Loss 0.009806 LR 0.000008 Time 0.421899 +2023-12-04 19:01:10,711 - Epoch: [31][ 6400/31148] Overall Loss 0.009807 Objective Loss 0.000000 Distill Loss 0.009807 LR 0.000008 Time 0.422175 +2023-12-04 19:01:59,834 - Epoch: [31][ 6500/31148] Overall Loss 0.009807 Objective Loss 0.000000 Distill Loss 0.009807 LR 0.000008 Time 0.423236 +2023-12-04 19:02:37,913 - Epoch: [31][ 6600/31148] Overall Loss 0.009807 Objective Loss 0.000000 Distill Loss 0.009807 LR 0.000008 Time 0.422592 +2023-12-04 19:03:12,521 - Epoch: [31][ 6700/31148] Overall Loss 0.009807 Objective Loss 0.000000 Distill Loss 0.009807 LR 0.000008 Time 0.421449 +2023-12-04 19:03:51,314 - Epoch: [31][ 6800/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.420955 +2023-12-04 19:04:33,625 - Epoch: [31][ 6900/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.420985 +2023-12-04 19:05:10,961 - Epoch: [31][ 7000/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.420304 +2023-12-04 19:05:56,135 - Epoch: [31][ 7100/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.420745 +2023-12-04 19:06:43,353 - Epoch: [31][ 7200/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.421459 +2023-12-04 19:07:32,907 - Epoch: [31][ 7300/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.422473 +2023-12-04 19:08:10,367 - Epoch: [31][ 7400/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.421825 +2023-12-04 19:08:59,268 - Epoch: [31][ 7500/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.422719 +2023-12-04 19:09:45,431 - Epoch: [31][ 7600/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.423230 +2023-12-04 19:10:36,959 - Epoch: [31][ 7700/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.424425 +2023-12-04 19:11:30,480 - Epoch: [31][ 7800/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.425844 +2023-12-04 19:12:09,442 - Epoch: [31][ 7900/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.425385 +2023-12-04 19:12:53,609 - Epoch: [31][ 8000/31148] Overall Loss 0.009807 Objective Loss 0.000000 Distill Loss 0.009807 LR 0.000008 Time 0.425588 +2023-12-04 19:13:40,675 - Epoch: [31][ 8100/31148] Overall Loss 0.009807 Objective Loss 0.000000 Distill Loss 0.009807 LR 0.000008 Time 0.426143 +2023-12-04 19:14:25,324 - Epoch: [31][ 8200/31148] Overall Loss 0.009806 Objective Loss 0.000000 Distill Loss 0.009806 LR 0.000008 Time 0.426390 +2023-12-04 19:15:13,904 - Epoch: [31][ 8300/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.427105 +2023-12-04 19:15:57,637 - Epoch: [31][ 8400/31148] Overall Loss 0.009808 Objective Loss 0.000000 Distill Loss 0.009808 LR 0.000008 Time 0.427226 +2023-12-04 19:16:40,762 - Epoch: [31][ 8500/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.427273 +2023-12-04 19:17:25,509 - Epoch: [31][ 8600/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.427507 +2023-12-04 19:18:19,521 - Epoch: [31][ 8700/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.428800 +2023-12-04 19:18:55,818 - Epoch: [31][ 8800/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.428051 +2023-12-04 19:19:40,773 - Epoch: [31][ 8900/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.428292 +2023-12-04 19:20:18,473 - Epoch: [31][ 9000/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.427722 +2023-12-04 19:21:01,203 - Epoch: [31][ 9100/31148] Overall Loss 0.009809 Objective Loss 0.000000 Distill Loss 0.009809 LR 0.000008 Time 0.427716 +2023-12-04 19:21:42,025 - Epoch: [31][ 9200/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.427504 +2023-12-04 19:22:25,454 - Epoch: [31][ 9300/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.427576 +2023-12-04 19:23:09,956 - Epoch: [31][ 9400/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.427761 +2023-12-04 19:24:02,680 - Epoch: [31][ 9500/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.428807 +2023-12-04 19:24:57,297 - Epoch: [31][ 9600/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.430029 +2023-12-04 19:25:41,570 - Epoch: [31][ 9700/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.430159 +2023-12-04 19:26:21,681 - Epoch: [31][ 9800/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.429862 +2023-12-04 19:27:07,373 - Epoch: [31][ 9900/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.430134 +2023-12-04 19:27:53,761 - Epoch: [31][10000/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.430471 +2023-12-04 19:28:39,175 - Epoch: [31][10100/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.430705 +2023-12-04 19:29:24,544 - Epoch: [31][10200/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.430929 +2023-12-04 19:30:05,100 - Epoch: [31][10300/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.430682 +2023-12-04 19:30:49,348 - Epoch: [31][10400/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.430795 +2023-12-04 19:31:35,332 - Epoch: [31][10500/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.431071 +2023-12-04 19:32:15,746 - Epoch: [31][10600/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.430816 +2023-12-04 19:32:57,136 - Epoch: [31][10700/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.430658 +2023-12-04 19:33:45,121 - Epoch: [31][10800/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.431112 +2023-12-04 19:34:28,469 - Epoch: [31][10900/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.431133 +2023-12-04 19:35:20,262 - Epoch: [31][11000/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.431922 +2023-12-04 19:36:13,862 - Epoch: [31][11100/31148] Overall Loss 0.009811 Objective Loss 0.000000 Distill Loss 0.009811 LR 0.000008 Time 0.432859 +2023-12-04 19:36:58,073 - Epoch: [31][11200/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.432941 +2023-12-04 19:37:38,176 - Epoch: [31][11300/31148] Overall Loss 0.009810 Objective Loss 0.000000 Distill Loss 0.009810 LR 0.000008 Time 0.432658 +2023-12-04 19:38:21,691 - Epoch: [31][11400/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.432679 +2023-12-04 19:39:12,744 - Epoch: [31][11500/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.433355 +2023-12-04 19:40:04,499 - Epoch: [31][11600/31148] Overall Loss 0.009812 Objective Loss 0.000000 Distill Loss 0.009812 LR 0.000008 Time 0.434081 +2023-12-04 19:40:45,419 - Epoch: [31][11700/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.433867 +2023-12-04 19:41:30,651 - Epoch: [31][11800/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.434023 +2023-12-04 19:42:19,763 - Epoch: [31][11900/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.434502 +2023-12-04 19:43:09,115 - Epoch: [31][12000/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.434993 +2023-12-04 19:43:58,968 - Epoch: [31][12100/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.435518 +2023-12-04 19:44:42,189 - Epoch: [31][12200/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.435490 +2023-12-04 19:45:18,447 - Epoch: [31][12300/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.434897 +2023-12-04 19:46:10,720 - Epoch: [31][12400/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.435605 +2023-12-04 19:46:55,815 - Epoch: [31][12500/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.435727 +2023-12-04 19:47:42,553 - Epoch: [31][12600/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.435977 +2023-12-04 19:48:26,679 - Epoch: [31][12700/31148] Overall Loss 0.009813 Objective Loss 0.000000 Distill Loss 0.009813 LR 0.000008 Time 0.436018 +2023-12-04 19:49:13,610 - Epoch: [31][12800/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.436278 +2023-12-04 19:50:00,769 - Epoch: [31][12900/31148] Overall Loss 0.009814 Objective Loss 0.000000 Distill Loss 0.009814 LR 0.000008 Time 0.436551 +2023-12-04 19:50:43,523 - Epoch: [31][13000/31148] Overall Loss 0.009815 Objective Loss 0.000000 Distill Loss 0.009815 LR 0.000008 Time 0.436481 +2023-12-04 19:51:24,680 - Epoch: [31][13100/31148] Overall Loss 0.009816 Objective Loss 0.000000 Distill Loss 0.009816 LR 0.000008 Time 0.436291 +2023-12-04 19:52:06,413 - Epoch: [31][13200/31148] Overall Loss 0.009816 Objective Loss 0.000000 Distill Loss 0.009816 LR 0.000008 Time 0.436146 +2023-12-04 19:52:50,238 - Epoch: [31][13300/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.436161 +2023-12-04 19:53:40,158 - Epoch: [31][13400/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.436631 +2023-12-04 19:54:29,823 - Epoch: [31][13500/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.437075 +2023-12-04 19:55:10,885 - Epoch: [31][13600/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.436880 +2023-12-04 19:55:52,628 - Epoch: [31][13700/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.436738 +2023-12-04 19:56:38,807 - Epoch: [31][13800/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.436919 +2023-12-04 19:57:20,780 - Epoch: [31][13900/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.436795 +2023-12-04 19:58:09,994 - Epoch: [31][14000/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.437189 +2023-12-04 19:59:10,310 - Epoch: [31][14100/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.438366 +2023-12-04 19:59:57,888 - Epoch: [31][14200/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.438629 +2023-12-04 20:00:47,468 - Epoch: [31][14300/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.439028 +2023-12-04 20:01:31,060 - Epoch: [31][14400/31148] Overall Loss 0.009816 Objective Loss 0.000000 Distill Loss 0.009816 LR 0.000008 Time 0.439006 +2023-12-04 20:02:09,206 - Epoch: [31][14500/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.438609 +2023-12-04 20:02:55,277 - Epoch: [31][14600/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.438760 +2023-12-04 20:03:40,031 - Epoch: [31][14700/31148] Overall Loss 0.009816 Objective Loss 0.000000 Distill Loss 0.009816 LR 0.000008 Time 0.438819 +2023-12-04 20:04:20,619 - Epoch: [31][14800/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.438596 +2023-12-04 20:05:03,740 - Epoch: [31][14900/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.438546 +2023-12-04 20:05:44,861 - Epoch: [31][15000/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.438363 +2023-12-04 20:06:31,490 - Epoch: [31][15100/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.438548 +2023-12-04 20:07:25,512 - Epoch: [31][15200/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.439216 +2023-12-04 20:08:02,745 - Epoch: [31][15300/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.438778 +2023-12-04 20:08:50,826 - Epoch: [31][15400/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.439051 +2023-12-04 20:09:38,165 - Epoch: [31][15500/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.439272 +2023-12-04 20:10:22,448 - Epoch: [31][15600/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.439294 +2023-12-04 20:11:07,498 - Epoch: [31][15700/31148] Overall Loss 0.009817 Objective Loss 0.000000 Distill Loss 0.009817 LR 0.000008 Time 0.439365 +2023-12-04 20:11:56,364 - Epoch: [31][15800/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.439677 +2023-12-04 20:12:37,645 - Epoch: [31][15900/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.439507 +2023-12-04 20:13:27,250 - Epoch: [31][16000/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.439860 +2023-12-04 20:14:16,823 - Epoch: [31][16100/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.440207 +2023-12-04 20:14:56,172 - Epoch: [31][16200/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.439918 +2023-12-04 20:15:39,986 - Epoch: [31][16300/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.439907 +2023-12-04 20:16:17,405 - Epoch: [31][16400/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.439506 +2023-12-04 20:17:02,690 - Epoch: [31][16500/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.439586 +2023-12-04 20:17:53,861 - Epoch: [31][16600/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.440020 +2023-12-04 20:18:39,466 - Epoch: [31][16700/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.440116 +2023-12-04 20:19:17,797 - Epoch: [31][16800/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.439777 +2023-12-04 20:20:10,263 - Epoch: [31][16900/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.440279 +2023-12-04 20:20:50,350 - Epoch: [31][17000/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.440047 +2023-12-04 20:21:46,200 - Epoch: [31][17100/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.440739 +2023-12-04 20:22:34,072 - Epoch: [31][17200/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.440960 +2023-12-04 20:23:19,321 - Epoch: [31][17300/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.441026 +2023-12-04 20:24:06,013 - Epoch: [31][17400/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441174 +2023-12-04 20:24:44,942 - Epoch: [31][17500/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.440877 +2023-12-04 20:25:35,996 - Epoch: [31][17600/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.441273 +2023-12-04 20:26:20,712 - Epoch: [31][17700/31148] Overall Loss 0.009818 Objective Loss 0.000000 Distill Loss 0.009818 LR 0.000008 Time 0.441306 +2023-12-04 20:27:10,159 - Epoch: [31][17800/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.441604 +2023-12-04 20:27:50,610 - Epoch: [31][17900/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.441396 +2023-12-04 20:28:36,750 - Epoch: [31][18000/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441507 +2023-12-04 20:29:25,842 - Epoch: [31][18100/31148] Overall Loss 0.009819 Objective Loss 0.000000 Distill Loss 0.009819 LR 0.000008 Time 0.441780 +2023-12-04 20:30:03,704 - Epoch: [31][18200/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441432 +2023-12-04 20:30:48,074 - Epoch: [31][18300/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441444 +2023-12-04 20:31:30,295 - Epoch: [31][18400/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441339 +2023-12-04 20:32:08,440 - Epoch: [31][18500/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441015 +2023-12-04 20:32:51,567 - Epoch: [31][18600/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.440962 +2023-12-04 20:33:30,148 - Epoch: [31][18700/31148] Overall Loss 0.009821 Objective Loss 0.000000 Distill Loss 0.009821 LR 0.000008 Time 0.440667 +2023-12-04 20:34:24,142 - Epoch: [31][18800/31148] Overall Loss 0.009821 Objective Loss 0.000000 Distill Loss 0.009821 LR 0.000008 Time 0.441195 +2023-12-04 20:35:03,973 - Epoch: [31][18900/31148] Overall Loss 0.009821 Objective Loss 0.000000 Distill Loss 0.009821 LR 0.000008 Time 0.440967 +2023-12-04 20:35:55,845 - Epoch: [31][19000/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441376 +2023-12-04 20:36:42,152 - Epoch: [31][19100/31148] Overall Loss 0.009820 Objective Loss 0.000000 Distill Loss 0.009820 LR 0.000008 Time 0.441489 +2023-12-04 20:37:21,604 - Epoch: [31][19200/31148] Overall Loss 0.009821 Objective Loss 0.000000 Distill Loss 0.009821 LR 0.000008 Time 0.441244 +2023-12-04 20:38:05,570 - Epoch: [31][19300/31148] Overall Loss 0.009821 Objective Loss 0.000000 Distill Loss 0.009821 LR 0.000008 Time 0.441236 +2023-12-04 20:38:48,613 - Epoch: [31][19400/31148] Overall Loss 0.009821 Objective Loss 0.000000 Distill Loss 0.009821 LR 0.000008 Time 0.441180 +2023-12-04 20:39:33,244 - Epoch: [31][19500/31148] Overall Loss 0.009822 Objective Loss 0.000000 Distill Loss 0.009822 LR 0.000008 Time 0.441206 +2023-12-04 20:40:21,654 - Epoch: [31][19600/31148] Overall Loss 0.009822 Objective Loss 0.000000 Distill Loss 0.009822 LR 0.000008 Time 0.441424 +2023-12-04 20:40:58,636 - Epoch: [31][19700/31148] Overall Loss 0.009822 Objective Loss 0.000000 Distill Loss 0.009822 LR 0.000008 Time 0.441060 +2023-12-04 20:41:45,324 - Epoch: [31][19800/31148] Overall Loss 0.009822 Objective Loss 0.000000 Distill Loss 0.009822 LR 0.000008 Time 0.441191 +2023-12-04 20:42:28,622 - Epoch: [31][19900/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.441149 +2023-12-04 20:43:18,877 - Epoch: [31][20000/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.441456 +2023-12-04 20:44:08,334 - Epoch: [31][20100/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441719 +2023-12-04 20:44:46,478 - Epoch: [31][20200/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441421 +2023-12-04 20:45:26,000 - Epoch: [31][20300/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441193 +2023-12-04 20:46:05,622 - Epoch: [31][20400/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.440972 +2023-12-04 20:46:51,925 - Epoch: [31][20500/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.441079 +2023-12-04 20:47:24,470 - Epoch: [31][20600/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.440518 +2023-12-04 20:48:12,878 - Epoch: [31][20700/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.440728 +2023-12-04 20:49:02,348 - Epoch: [31][20800/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.440987 +2023-12-04 20:49:50,896 - Epoch: [31][20900/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.441199 +2023-12-04 20:50:48,624 - Epoch: [31][21000/31148] Overall Loss 0.009823 Objective Loss 0.000000 Distill Loss 0.009823 LR 0.000008 Time 0.441847 +2023-12-04 20:51:28,286 - Epoch: [31][21100/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441632 +2023-12-04 20:52:19,956 - Epoch: [31][21200/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441986 +2023-12-04 20:53:02,819 - Epoch: [31][21300/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441923 +2023-12-04 20:53:45,945 - Epoch: [31][21400/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441873 +2023-12-04 20:54:30,177 - Epoch: [31][21500/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441875 +2023-12-04 20:55:05,227 - Epoch: [31][21600/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441451 +2023-12-04 20:55:49,612 - Epoch: [31][21700/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441462 +2023-12-04 20:56:35,828 - Epoch: [31][21800/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441557 +2023-12-04 20:57:12,515 - Epoch: [31][21900/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441215 +2023-12-04 20:58:01,787 - Epoch: [31][22000/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441449 +2023-12-04 20:58:43,739 - Epoch: [31][22100/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441349 +2023-12-04 20:59:27,762 - Epoch: [31][22200/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441344 +2023-12-04 21:00:17,615 - Epoch: [31][22300/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441600 +2023-12-04 21:00:58,029 - Epoch: [31][22400/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441433 +2023-12-04 21:01:41,932 - Epoch: [31][22500/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441422 +2023-12-04 21:02:30,931 - Epoch: [31][22600/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441636 +2023-12-04 21:03:21,811 - Epoch: [31][22700/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441932 +2023-12-04 21:04:06,276 - Epoch: [31][22800/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441943 +2023-12-04 21:04:54,219 - Epoch: [31][22900/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.442107 +2023-12-04 21:05:35,474 - Epoch: [31][23000/31148] Overall Loss 0.009824 Objective Loss 0.000000 Distill Loss 0.009824 LR 0.000008 Time 0.441978 +2023-12-04 21:06:18,018 - Epoch: [31][23100/31148] Overall Loss 0.009825 Objective Loss 0.000000 Distill Loss 0.009825 LR 0.000008 Time 0.441906 +2023-12-04 21:06:59,019 - Epoch: [31][23200/31148] Overall Loss 0.009826 Objective Loss 0.000000 Distill Loss 0.009826 LR 0.000008 Time 0.441768 +2023-12-04 21:07:43,538 - Epoch: [31][23300/31148] Overall Loss 0.009826 Objective Loss 0.000000 Distill Loss 0.009826 LR 0.000008 Time 0.441782 +2023-12-04 21:08:29,637 - Epoch: [31][23400/31148] Overall Loss 0.009826 Objective Loss 0.000000 Distill Loss 0.009826 LR 0.000008 Time 0.441864 +2023-12-04 21:09:05,263 - Epoch: [31][23500/31148] Overall Loss 0.009826 Objective Loss 0.000000 Distill Loss 0.009826 LR 0.000008 Time 0.441500 +2023-12-04 21:09:51,786 - Epoch: [31][23600/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441600 +2023-12-04 21:10:37,693 - Epoch: [31][23700/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441673 +2023-12-04 21:11:26,673 - Epoch: [31][23800/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441875 +2023-12-04 21:12:09,783 - Epoch: [31][23900/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441830 +2023-12-04 21:13:02,110 - Epoch: [31][24000/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442169 +2023-12-04 21:13:49,903 - Epoch: [31][24100/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442317 +2023-12-04 21:14:37,659 - Epoch: [31][24200/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442462 +2023-12-04 21:15:26,851 - Epoch: [31][24300/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442666 +2023-12-04 21:16:06,085 - Epoch: [31][24400/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442459 +2023-12-04 21:16:49,827 - Epoch: [31][24500/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442438 +2023-12-04 21:17:31,101 - Epoch: [31][24600/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442317 +2023-12-04 21:18:11,335 - Epoch: [31][24700/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.442155 +2023-12-04 21:18:56,466 - Epoch: [31][24800/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.442192 +2023-12-04 21:19:40,094 - Epoch: [31][24900/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442168 +2023-12-04 21:20:17,897 - Epoch: [31][25000/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441911 +2023-12-04 21:21:01,031 - Epoch: [31][25100/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441868 +2023-12-04 21:21:46,979 - Epoch: [31][25200/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441938 +2023-12-04 21:22:32,670 - Epoch: [31][25300/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441997 +2023-12-04 21:23:12,508 - Epoch: [31][25400/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441825 +2023-12-04 21:24:00,770 - Epoch: [31][25500/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441985 +2023-12-04 21:24:44,152 - Epoch: [31][25600/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441952 +2023-12-04 21:25:22,761 - Epoch: [31][25700/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441735 +2023-12-04 21:26:07,608 - Epoch: [31][25800/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.441761 +2023-12-04 21:27:00,150 - Epoch: [31][25900/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442083 +2023-12-04 21:27:52,099 - Epoch: [31][26000/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442381 +2023-12-04 21:28:39,495 - Epoch: [31][26100/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442501 +2023-12-04 21:29:22,844 - Epoch: [31][26200/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442467 +2023-12-04 21:30:04,369 - Epoch: [31][26300/31148] Overall Loss 0.009826 Objective Loss 0.000000 Distill Loss 0.009826 LR 0.000008 Time 0.442363 +2023-12-04 21:30:52,674 - Epoch: [31][26400/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442517 +2023-12-04 21:31:42,972 - Epoch: [31][26500/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442745 +2023-12-04 21:32:21,883 - Epoch: [31][26600/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.442543 +2023-12-04 21:33:11,196 - Epoch: [31][26700/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442732 +2023-12-04 21:33:52,876 - Epoch: [31][26800/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442635 +2023-12-04 21:34:36,801 - Epoch: [31][26900/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442622 +2023-12-04 21:35:18,680 - Epoch: [31][27000/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.442534 +2023-12-04 21:36:10,353 - Epoch: [31][27100/31148] Overall Loss 0.009826 Objective Loss 0.000000 Distill Loss 0.009826 LR 0.000008 Time 0.442807 +2023-12-04 21:37:02,155 - Epoch: [31][27200/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443083 +2023-12-04 21:37:48,217 - Epoch: [31][27300/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443147 +2023-12-04 21:38:34,180 - Epoch: [31][27400/31148] Overall Loss 0.009826 Objective Loss 0.000000 Distill Loss 0.009826 LR 0.000008 Time 0.443207 +2023-12-04 21:39:21,712 - Epoch: [31][27500/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443324 +2023-12-04 21:40:05,000 - Epoch: [31][27600/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443286 +2023-12-04 21:40:51,560 - Epoch: [31][27700/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.443366 +2023-12-04 21:41:26,319 - Epoch: [31][27800/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443021 +2023-12-04 21:42:14,576 - Epoch: [31][27900/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443163 +2023-12-04 21:43:03,614 - Epoch: [31][28000/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443331 +2023-12-04 21:43:49,453 - Epoch: [31][28100/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443384 +2023-12-04 21:44:38,799 - Epoch: [31][28200/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443562 +2023-12-04 21:45:20,421 - Epoch: [31][28300/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443465 +2023-12-04 21:46:05,359 - Epoch: [31][28400/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443485 +2023-12-04 21:46:49,880 - Epoch: [31][28500/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.443491 +2023-12-04 21:47:42,075 - Epoch: [31][28600/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443765 +2023-12-04 21:48:27,917 - Epoch: [31][28700/31148] Overall Loss 0.009827 Objective Loss 0.000000 Distill Loss 0.009827 LR 0.000008 Time 0.443816 +2023-12-04 21:49:17,217 - Epoch: [31][28800/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.443987 +2023-12-04 21:50:05,121 - Epoch: [31][28900/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444108 +2023-12-04 21:50:46,105 - Epoch: [31][29000/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.443989 +2023-12-04 21:51:23,677 - Epoch: [31][29100/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.443754 +2023-12-04 21:52:15,448 - Epoch: [31][29200/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444007 +2023-12-04 21:53:04,197 - Epoch: [31][29300/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444156 +2023-12-04 21:53:45,101 - Epoch: [31][29400/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444036 +2023-12-04 21:54:28,976 - Epoch: [31][29500/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444018 +2023-12-04 21:55:14,489 - Epoch: [31][29600/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444055 +2023-12-04 21:56:00,609 - Epoch: [31][29700/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444112 +2023-12-04 21:56:41,786 - Epoch: [31][29800/31148] Overall Loss 0.009828 Objective Loss 0.000000 Distill Loss 0.009828 LR 0.000008 Time 0.444004 +2023-12-04 21:57:36,573 - Epoch: [31][29900/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444351 +2023-12-04 21:58:21,986 - Epoch: [31][30000/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444383 +2023-12-04 21:59:10,214 - Epoch: [31][30100/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444509 +2023-12-04 21:59:57,491 - Epoch: [31][30200/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444602 +2023-12-04 22:00:50,751 - Epoch: [31][30300/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444892 +2023-12-04 22:01:28,502 - Epoch: [31][30400/31148] Overall Loss 0.009830 Objective Loss 0.000000 Distill Loss 0.009830 LR 0.000008 Time 0.444670 +2023-12-04 22:02:20,667 - Epoch: [31][30500/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444922 +2023-12-04 22:03:02,085 - Epoch: [31][30600/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444822 +2023-12-04 22:03:37,458 - Epoch: [31][30700/31148] Overall Loss 0.009829 Objective Loss 0.000000 Distill Loss 0.009829 LR 0.000008 Time 0.444525 +2023-12-04 22:04:17,960 - Epoch: [31][30800/31148] Overall Loss 0.009830 Objective Loss 0.000000 Distill Loss 0.009830 LR 0.000008 Time 0.444396 +2023-12-04 22:04:58,631 - Epoch: [31][30900/31148] Overall Loss 0.009830 Objective Loss 0.000000 Distill Loss 0.009830 LR 0.000008 Time 0.444274 +2023-12-04 22:05:35,390 - Epoch: [31][31000/31148] Overall Loss 0.009830 Objective Loss 0.000000 Distill Loss 0.009830 LR 0.000008 Time 0.444026 +2023-12-04 22:06:14,861 - Epoch: [31][31100/31148] Overall Loss 0.009830 Objective Loss 0.000000 Distill Loss 0.009830 LR 0.000008 Time 0.443868 +2023-12-04 22:06:39,798 - Epoch: [31][31148/31148] Overall Loss 0.009830 Objective Loss 0.000000 Distill Loss 0.009830 LR 0.000008 Time 0.443984 +2023-12-04 22:06:40,742 - --- validate (epoch=31)----------- +2023-12-04 22:06:40,743 - 167951 samples (100 per mini-batch) +2023-12-04 22:07:09,063 - Epoch: [31][ 100/ 1680] Loss 0.000000 Overall Loss 0.010423 +2023-12-04 22:07:31,865 - Epoch: [31][ 200/ 1680] Loss 0.000000 Overall Loss 0.010438 +2023-12-04 22:07:54,780 - Epoch: [31][ 300/ 1680] Loss 0.000000 Overall Loss 0.010460 +2023-12-04 22:08:17,766 - Epoch: [31][ 400/ 1680] Loss 0.000000 Overall Loss 0.010439 +2023-12-04 22:08:40,299 - Epoch: [31][ 500/ 1680] Loss 0.000000 Overall Loss 0.010448 +2023-12-04 22:09:02,890 - Epoch: [31][ 600/ 1680] Loss 0.000000 Overall Loss 0.010453 +2023-12-04 22:09:25,726 - Epoch: [31][ 700/ 1680] Loss 0.000000 Overall Loss 0.010445 +2023-12-04 22:09:48,394 - Epoch: [31][ 800/ 1680] Loss 0.000000 Overall Loss 0.010451 +2023-12-04 22:10:11,628 - Epoch: [31][ 900/ 1680] Loss 0.000000 Overall Loss 0.010454 +2023-12-04 22:10:34,705 - Epoch: [31][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010455 +2023-12-04 22:10:56,581 - Epoch: [31][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010458 +2023-12-04 22:11:18,398 - Epoch: [31][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010456 +2023-12-04 22:11:40,131 - Epoch: [31][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010455 +2023-12-04 22:12:01,919 - Epoch: [31][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010455 +2023-12-04 22:12:23,717 - Epoch: [31][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010453 +2023-12-04 22:12:45,499 - Epoch: [31][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010456 +2023-12-04 22:13:02,827 - Epoch: [31][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010452 +2023-12-04 22:13:03,051 - ==> Overall Loss: 0.010 + +2023-12-04 22:13:03,064 - ==> Best [Overall Loss: 0.010452 on epoch: 31] +2023-12-04 22:13:03,064 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-04 22:13:03,100 - + +2023-12-04 22:13:03,100 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-04 22:13:39,340 - Epoch: [32][ 100/31148] Overall Loss 0.009634 Objective Loss 0.000000 Distill Loss 0.009634 LR 0.000004 Time 0.362359 +2023-12-04 22:14:07,240 - Epoch: [32][ 200/31148] Overall Loss 0.009599 Objective Loss 0.000000 Distill Loss 0.009599 LR 0.000004 Time 0.320662 +2023-12-04 22:14:34,875 - Epoch: [32][ 300/31148] Overall Loss 0.009637 Objective Loss 0.000000 Distill Loss 0.009637 LR 0.000004 Time 0.305878 +2023-12-04 22:15:02,720 - Epoch: [32][ 400/31148] Overall Loss 0.009620 Objective Loss 0.000000 Distill Loss 0.009620 LR 0.000004 Time 0.299013 +2023-12-04 22:15:30,709 - Epoch: [32][ 500/31148] Overall Loss 0.009622 Objective Loss 0.000000 Distill Loss 0.009622 LR 0.000004 Time 0.295181 +2023-12-04 22:15:58,619 - Epoch: [32][ 600/31148] Overall Loss 0.009614 Objective Loss 0.000000 Distill Loss 0.009614 LR 0.000004 Time 0.292496 +2023-12-04 22:16:31,730 - Epoch: [32][ 700/31148] Overall Loss 0.009636 Objective Loss 0.000000 Distill Loss 0.009636 LR 0.000004 Time 0.298006 +2023-12-04 22:17:15,571 - Epoch: [32][ 800/31148] Overall Loss 0.009654 Objective Loss 0.000000 Distill Loss 0.009654 LR 0.000004 Time 0.315546 +2023-12-04 22:18:14,623 - Epoch: [32][ 900/31148] Overall Loss 0.009649 Objective Loss 0.000000 Distill Loss 0.009649 LR 0.000004 Time 0.346090 +2023-12-04 22:19:02,750 - Epoch: [32][ 1000/31148] Overall Loss 0.009641 Objective Loss 0.000000 Distill Loss 0.009641 LR 0.000004 Time 0.359601 +2023-12-04 22:19:42,863 - Epoch: [32][ 1100/31148] Overall Loss 0.009646 Objective Loss 0.000000 Distill Loss 0.009646 LR 0.000004 Time 0.363370 +2023-12-04 22:20:19,722 - Epoch: [32][ 1200/31148] Overall Loss 0.009641 Objective Loss 0.000000 Distill Loss 0.009641 LR 0.000004 Time 0.363800 +2023-12-04 22:21:02,374 - Epoch: [32][ 1300/31148] Overall Loss 0.009642 Objective Loss 0.000000 Distill Loss 0.009642 LR 0.000004 Time 0.368619 +2023-12-04 22:21:45,230 - Epoch: [32][ 1400/31148] Overall Loss 0.009649 Objective Loss 0.000000 Distill Loss 0.009649 LR 0.000004 Time 0.372895 +2023-12-04 22:22:26,668 - Epoch: [32][ 1500/31148] Overall Loss 0.009650 Objective Loss 0.000000 Distill Loss 0.009650 LR 0.000004 Time 0.375656 +2023-12-04 22:23:13,435 - Epoch: [32][ 1600/31148] Overall Loss 0.009652 Objective Loss 0.000000 Distill Loss 0.009652 LR 0.000004 Time 0.381402 +2023-12-04 22:23:54,697 - Epoch: [32][ 1700/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000004 Time 0.383235 +2023-12-04 22:24:40,091 - Epoch: [32][ 1800/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000004 Time 0.387159 +2023-12-04 22:25:27,864 - Epoch: [32][ 1900/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000004 Time 0.391922 +2023-12-04 22:26:07,847 - Epoch: [32][ 2000/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000004 Time 0.392314 +2023-12-04 22:26:56,323 - Epoch: [32][ 2100/31148] Overall Loss 0.009666 Objective Loss 0.000000 Distill Loss 0.009666 LR 0.000004 Time 0.396713 +2023-12-04 22:27:38,276 - Epoch: [32][ 2200/31148] Overall Loss 0.009670 Objective Loss 0.000000 Distill Loss 0.009670 LR 0.000004 Time 0.397747 +2023-12-04 22:28:28,500 - Epoch: [32][ 2300/31148] Overall Loss 0.009676 Objective Loss 0.000000 Distill Loss 0.009676 LR 0.000004 Time 0.402287 +2023-12-04 22:29:13,292 - Epoch: [32][ 2400/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000004 Time 0.404185 +2023-12-04 22:29:58,288 - Epoch: [32][ 2500/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000004 Time 0.406013 +2023-12-04 22:30:57,421 - Epoch: [32][ 2600/31148] Overall Loss 0.009686 Objective Loss 0.000000 Distill Loss 0.009686 LR 0.000004 Time 0.413138 +2023-12-04 22:31:36,654 - Epoch: [32][ 2700/31148] Overall Loss 0.009691 Objective Loss 0.000000 Distill Loss 0.009691 LR 0.000004 Time 0.412364 +2023-12-04 22:32:19,293 - Epoch: [32][ 2800/31148] Overall Loss 0.009690 Objective Loss 0.000000 Distill Loss 0.009690 LR 0.000004 Time 0.412863 +2023-12-04 22:33:07,663 - Epoch: [32][ 2900/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000004 Time 0.415303 +2023-12-04 22:33:58,164 - Epoch: [32][ 3000/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000004 Time 0.418290 +2023-12-04 22:34:46,024 - Epoch: [32][ 3100/31148] Overall Loss 0.009691 Objective Loss 0.000000 Distill Loss 0.009691 LR 0.000004 Time 0.420233 +2023-12-04 22:35:42,772 - Epoch: [32][ 3200/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000004 Time 0.424833 +2023-12-04 22:36:16,932 - Epoch: [32][ 3300/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000004 Time 0.422308 +2023-12-04 22:37:01,752 - Epoch: [32][ 3400/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000004 Time 0.423068 +2023-12-04 22:37:49,164 - Epoch: [32][ 3500/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000004 Time 0.424524 +2023-12-04 22:38:32,116 - Epoch: [32][ 3600/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000004 Time 0.424661 +2023-12-04 22:39:16,565 - Epoch: [32][ 3700/31148] Overall Loss 0.009699 Objective Loss 0.000000 Distill Loss 0.009699 LR 0.000004 Time 0.425195 +2023-12-04 22:39:56,641 - Epoch: [32][ 3800/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000004 Time 0.424550 +2023-12-04 22:40:55,271 - Epoch: [32][ 3900/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.428695 +2023-12-04 22:41:28,732 - Epoch: [32][ 4000/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.426341 +2023-12-04 22:42:08,903 - Epoch: [32][ 4100/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.425739 +2023-12-04 22:42:45,215 - Epoch: [32][ 4200/31148] Overall Loss 0.009701 Objective Loss 0.000000 Distill Loss 0.009701 LR 0.000004 Time 0.424246 +2023-12-04 22:43:29,052 - Epoch: [32][ 4300/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.424573 +2023-12-04 22:44:11,872 - Epoch: [32][ 4400/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.424654 +2023-12-04 22:44:56,154 - Epoch: [32][ 4500/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.425056 +2023-12-04 22:45:43,380 - Epoch: [32][ 4600/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.426081 +2023-12-04 22:46:25,076 - Epoch: [32][ 4700/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.425885 +2023-12-04 22:47:14,902 - Epoch: [32][ 4800/31148] Overall Loss 0.009708 Objective Loss 0.000000 Distill Loss 0.009708 LR 0.000004 Time 0.427392 +2023-12-04 22:47:57,910 - Epoch: [32][ 4900/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.427445 +2023-12-04 22:48:35,713 - Epoch: [32][ 5000/31148] Overall Loss 0.009708 Objective Loss 0.000000 Distill Loss 0.009708 LR 0.000004 Time 0.426455 +2023-12-04 22:49:19,575 - Epoch: [32][ 5100/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.426692 +2023-12-04 22:50:11,198 - Epoch: [32][ 5200/31148] Overall Loss 0.009709 Objective Loss 0.000000 Distill Loss 0.009709 LR 0.000004 Time 0.428413 +2023-12-04 22:50:53,946 - Epoch: [32][ 5300/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.428394 +2023-12-04 22:51:36,959 - Epoch: [32][ 5400/31148] Overall Loss 0.009709 Objective Loss 0.000000 Distill Loss 0.009709 LR 0.000004 Time 0.428425 +2023-12-04 22:52:20,287 - Epoch: [32][ 5500/31148] Overall Loss 0.009709 Objective Loss 0.000000 Distill Loss 0.009709 LR 0.000004 Time 0.428512 +2023-12-04 22:53:06,336 - Epoch: [32][ 5600/31148] Overall Loss 0.009709 Objective Loss 0.000000 Distill Loss 0.009709 LR 0.000004 Time 0.429082 +2023-12-04 22:53:46,619 - Epoch: [32][ 5700/31148] Overall Loss 0.009708 Objective Loss 0.000000 Distill Loss 0.009708 LR 0.000004 Time 0.428620 +2023-12-04 22:54:30,201 - Epoch: [32][ 5800/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.428743 +2023-12-04 22:55:15,576 - Epoch: [32][ 5900/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.429165 +2023-12-04 22:56:03,885 - Epoch: [32][ 6000/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.430063 +2023-12-04 22:56:54,187 - Epoch: [32][ 6100/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.431258 +2023-12-04 22:57:38,823 - Epoch: [32][ 6200/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.431500 +2023-12-04 22:58:21,020 - Epoch: [32][ 6300/31148] Overall Loss 0.009702 Objective Loss 0.000000 Distill Loss 0.009702 LR 0.000004 Time 0.431348 +2023-12-04 22:59:10,746 - Epoch: [32][ 6400/31148] Overall Loss 0.009701 Objective Loss 0.000000 Distill Loss 0.009701 LR 0.000004 Time 0.432377 +2023-12-04 22:59:49,123 - Epoch: [32][ 6500/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.431628 +2023-12-04 23:00:32,466 - Epoch: [32][ 6600/31148] Overall Loss 0.009699 Objective Loss 0.000000 Distill Loss 0.009699 LR 0.000004 Time 0.431654 +2023-12-04 23:01:16,484 - Epoch: [32][ 6700/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.431780 +2023-12-04 23:02:04,188 - Epoch: [32][ 6800/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.432444 +2023-12-04 23:02:41,390 - Epoch: [32][ 6900/31148] Overall Loss 0.009699 Objective Loss 0.000000 Distill Loss 0.009699 LR 0.000004 Time 0.431568 +2023-12-04 23:03:26,558 - Epoch: [32][ 7000/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.431854 +2023-12-04 23:04:04,577 - Epoch: [32][ 7100/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.431125 +2023-12-04 23:04:53,275 - Epoch: [32][ 7200/31148] Overall Loss 0.009701 Objective Loss 0.000000 Distill Loss 0.009701 LR 0.000004 Time 0.431900 +2023-12-04 23:05:40,146 - Epoch: [32][ 7300/31148] Overall Loss 0.009702 Objective Loss 0.000000 Distill Loss 0.009702 LR 0.000004 Time 0.432403 +2023-12-04 23:06:23,511 - Epoch: [32][ 7400/31148] Overall Loss 0.009701 Objective Loss 0.000000 Distill Loss 0.009701 LR 0.000004 Time 0.432419 +2023-12-04 23:07:00,139 - Epoch: [32][ 7500/31148] Overall Loss 0.009702 Objective Loss 0.000000 Distill Loss 0.009702 LR 0.000004 Time 0.431536 +2023-12-04 23:07:51,571 - Epoch: [32][ 7600/31148] Overall Loss 0.009701 Objective Loss 0.000000 Distill Loss 0.009701 LR 0.000004 Time 0.432624 +2023-12-04 23:08:38,579 - Epoch: [32][ 7700/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.433110 +2023-12-04 23:09:28,066 - Epoch: [32][ 7800/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000004 Time 0.433901 +2023-12-04 23:10:25,000 - Epoch: [32][ 7900/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000004 Time 0.435614 +2023-12-04 23:11:08,844 - Epoch: [32][ 8000/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000004 Time 0.435649 +2023-12-04 23:11:49,829 - Epoch: [32][ 8100/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000004 Time 0.435329 +2023-12-04 23:12:38,344 - Epoch: [32][ 8200/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000004 Time 0.435936 +2023-12-04 23:13:22,082 - Epoch: [32][ 8300/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.435953 +2023-12-04 23:14:06,688 - Epoch: [32][ 8400/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.436072 +2023-12-04 23:14:43,073 - Epoch: [32][ 8500/31148] Overall Loss 0.009701 Objective Loss 0.000000 Distill Loss 0.009701 LR 0.000004 Time 0.435222 +2023-12-04 23:15:29,044 - Epoch: [32][ 8600/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.435506 +2023-12-04 23:16:11,546 - Epoch: [32][ 8700/31148] Overall Loss 0.009702 Objective Loss 0.000000 Distill Loss 0.009702 LR 0.000004 Time 0.435384 +2023-12-04 23:16:55,009 - Epoch: [32][ 8800/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.435375 +2023-12-04 23:17:35,656 - Epoch: [32][ 8900/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.435049 +2023-12-04 23:18:21,407 - Epoch: [32][ 9000/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.435298 +2023-12-04 23:19:07,348 - Epoch: [32][ 9100/31148] Overall Loss 0.009702 Objective Loss 0.000000 Distill Loss 0.009702 LR 0.000004 Time 0.435562 +2023-12-04 23:19:49,557 - Epoch: [32][ 9200/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.435415 +2023-12-04 23:20:36,368 - Epoch: [32][ 9300/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.435766 +2023-12-04 23:21:24,068 - Epoch: [32][ 9400/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.436204 +2023-12-04 23:22:11,986 - Epoch: [32][ 9500/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.436655 +2023-12-04 23:23:06,603 - Epoch: [32][ 9600/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.437795 +2023-12-04 23:23:57,386 - Epoch: [32][ 9700/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.438517 +2023-12-04 23:24:39,819 - Epoch: [32][ 9800/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.438371 +2023-12-04 23:25:26,185 - Epoch: [32][ 9900/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.438626 +2023-12-04 23:26:09,349 - Epoch: [32][10000/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.438555 +2023-12-04 23:26:46,297 - Epoch: [32][10100/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.437871 +2023-12-04 23:27:25,342 - Epoch: [32][10200/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.437405 +2023-12-04 23:28:12,087 - Epoch: [32][10300/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.437696 +2023-12-04 23:28:56,291 - Epoch: [32][10400/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.437737 +2023-12-04 23:29:36,082 - Epoch: [32][10500/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.437357 +2023-12-04 23:30:22,194 - Epoch: [32][10600/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.437581 +2023-12-04 23:31:09,376 - Epoch: [32][10700/31148] Overall Loss 0.009704 Objective Loss 0.000000 Distill Loss 0.009704 LR 0.000004 Time 0.437900 +2023-12-04 23:32:04,242 - Epoch: [32][10800/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.438925 +2023-12-04 23:32:54,169 - Epoch: [32][10900/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.439478 +2023-12-04 23:33:42,849 - Epoch: [32][11000/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.439907 +2023-12-04 23:34:26,603 - Epoch: [32][11100/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.439885 +2023-12-04 23:35:08,207 - Epoch: [32][11200/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.439672 +2023-12-04 23:35:42,029 - Epoch: [32][11300/31148] Overall Loss 0.009705 Objective Loss 0.000000 Distill Loss 0.009705 LR 0.000004 Time 0.438774 +2023-12-04 23:36:18,825 - Epoch: [32][11400/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.438152 +2023-12-04 23:37:08,475 - Epoch: [32][11500/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.438658 +2023-12-04 23:37:45,944 - Epoch: [32][11600/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.438106 +2023-12-04 23:38:27,074 - Epoch: [32][11700/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.437877 +2023-12-04 23:39:08,205 - Epoch: [32][11800/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.437651 +2023-12-04 23:39:53,587 - Epoch: [32][11900/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.437786 +2023-12-04 23:40:42,459 - Epoch: [32][12000/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.438210 +2023-12-04 23:41:22,089 - Epoch: [32][12100/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.437863 +2023-12-04 23:41:59,944 - Epoch: [32][12200/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.437376 +2023-12-04 23:42:42,488 - Epoch: [32][12300/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.437279 +2023-12-04 23:43:28,393 - Epoch: [32][12400/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.437454 +2023-12-04 23:44:09,626 - Epoch: [32][12500/31148] Overall Loss 0.009706 Objective Loss 0.000000 Distill Loss 0.009706 LR 0.000004 Time 0.437252 +2023-12-04 23:44:53,004 - Epoch: [32][12600/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.437224 +2023-12-04 23:45:46,478 - Epoch: [32][12700/31148] Overall Loss 0.009707 Objective Loss 0.000000 Distill Loss 0.009707 LR 0.000004 Time 0.437991 +2023-12-04 23:46:29,941 - Epoch: [32][12800/31148] Overall Loss 0.009708 Objective Loss 0.000000 Distill Loss 0.009708 LR 0.000004 Time 0.437965 +2023-12-04 23:47:10,270 - Epoch: [32][12900/31148] Overall Loss 0.009709 Objective Loss 0.000000 Distill Loss 0.009709 LR 0.000004 Time 0.437695 +2023-12-04 23:47:53,415 - Epoch: [32][13000/31148] Overall Loss 0.009711 Objective Loss 0.000000 Distill Loss 0.009711 LR 0.000004 Time 0.437647 +2023-12-04 23:48:42,341 - Epoch: [32][13100/31148] Overall Loss 0.009712 Objective Loss 0.000000 Distill Loss 0.009712 LR 0.000004 Time 0.438040 +2023-12-04 23:49:20,995 - Epoch: [32][13200/31148] Overall Loss 0.009712 Objective Loss 0.000000 Distill Loss 0.009712 LR 0.000004 Time 0.437649 +2023-12-04 23:50:06,506 - Epoch: [32][13300/31148] Overall Loss 0.009712 Objective Loss 0.000000 Distill Loss 0.009712 LR 0.000004 Time 0.437780 +2023-12-04 23:50:46,237 - Epoch: [32][13400/31148] Overall Loss 0.009712 Objective Loss 0.000000 Distill Loss 0.009712 LR 0.000004 Time 0.437478 +2023-12-04 23:51:34,651 - Epoch: [32][13500/31148] Overall Loss 0.009713 Objective Loss 0.000000 Distill Loss 0.009713 LR 0.000004 Time 0.437823 +2023-12-04 23:52:17,217 - Epoch: [32][13600/31148] Overall Loss 0.009713 Objective Loss 0.000000 Distill Loss 0.009713 LR 0.000004 Time 0.437733 +2023-12-04 23:53:02,288 - Epoch: [32][13700/31148] Overall Loss 0.009713 Objective Loss 0.000000 Distill Loss 0.009713 LR 0.000004 Time 0.437827 +2023-12-04 23:53:39,817 - Epoch: [32][13800/31148] Overall Loss 0.009714 Objective Loss 0.000000 Distill Loss 0.009714 LR 0.000004 Time 0.437374 +2023-12-04 23:54:23,112 - Epoch: [32][13900/31148] Overall Loss 0.009715 Objective Loss 0.000000 Distill Loss 0.009715 LR 0.000004 Time 0.437341 +2023-12-04 23:55:02,730 - Epoch: [32][14000/31148] Overall Loss 0.009715 Objective Loss 0.000000 Distill Loss 0.009715 LR 0.000004 Time 0.437047 +2023-12-04 23:55:46,441 - Epoch: [32][14100/31148] Overall Loss 0.009716 Objective Loss 0.000000 Distill Loss 0.009716 LR 0.000004 Time 0.437047 +2023-12-04 23:56:25,254 - Epoch: [32][14200/31148] Overall Loss 0.009716 Objective Loss 0.000000 Distill Loss 0.009716 LR 0.000004 Time 0.436702 +2023-12-04 23:57:12,368 - Epoch: [32][14300/31148] Overall Loss 0.009715 Objective Loss 0.000000 Distill Loss 0.009715 LR 0.000004 Time 0.436942 +2023-12-04 23:57:57,587 - Epoch: [32][14400/31148] Overall Loss 0.009715 Objective Loss 0.000000 Distill Loss 0.009715 LR 0.000004 Time 0.437047 +2023-12-04 23:58:36,995 - Epoch: [32][14500/31148] Overall Loss 0.009716 Objective Loss 0.000000 Distill Loss 0.009716 LR 0.000004 Time 0.436751 +2023-12-04 23:59:21,861 - Epoch: [32][14600/31148] Overall Loss 0.009717 Objective Loss 0.000000 Distill Loss 0.009717 LR 0.000004 Time 0.436832 +2023-12-05 00:00:02,369 - Epoch: [32][14700/31148] Overall Loss 0.009716 Objective Loss 0.000000 Distill Loss 0.009716 LR 0.000004 Time 0.436615 +2023-12-05 00:00:43,035 - Epoch: [32][14800/31148] Overall Loss 0.009716 Objective Loss 0.000000 Distill Loss 0.009716 LR 0.000004 Time 0.436412 +2023-12-05 00:01:24,439 - Epoch: [32][14900/31148] Overall Loss 0.009716 Objective Loss 0.000000 Distill Loss 0.009716 LR 0.000004 Time 0.436262 +2023-12-05 00:02:09,574 - Epoch: [32][15000/31148] Overall Loss 0.009717 Objective Loss 0.000000 Distill Loss 0.009717 LR 0.000004 Time 0.436362 +2023-12-05 00:02:56,968 - Epoch: [32][15100/31148] Overall Loss 0.009718 Objective Loss 0.000000 Distill Loss 0.009718 LR 0.000004 Time 0.436610 +2023-12-05 00:03:37,793 - Epoch: [32][15200/31148] Overall Loss 0.009718 Objective Loss 0.000000 Distill Loss 0.009718 LR 0.000004 Time 0.436423 +2023-12-05 00:04:25,510 - Epoch: [32][15300/31148] Overall Loss 0.009718 Objective Loss 0.000000 Distill Loss 0.009718 LR 0.000004 Time 0.436689 +2023-12-05 00:05:11,285 - Epoch: [32][15400/31148] Overall Loss 0.009718 Objective Loss 0.000000 Distill Loss 0.009718 LR 0.000004 Time 0.436825 +2023-12-05 00:05:55,031 - Epoch: [32][15500/31148] Overall Loss 0.009719 Objective Loss 0.000000 Distill Loss 0.009719 LR 0.000004 Time 0.436829 +2023-12-05 00:06:41,808 - Epoch: [32][15600/31148] Overall Loss 0.009719 Objective Loss 0.000000 Distill Loss 0.009719 LR 0.000004 Time 0.437027 +2023-12-05 00:07:31,910 - Epoch: [32][15700/31148] Overall Loss 0.009719 Objective Loss 0.000000 Distill Loss 0.009719 LR 0.000004 Time 0.437434 +2023-12-05 00:08:18,970 - Epoch: [32][15800/31148] Overall Loss 0.009720 Objective Loss 0.000000 Distill Loss 0.009720 LR 0.000004 Time 0.437643 +2023-12-05 00:09:04,527 - Epoch: [32][15900/31148] Overall Loss 0.009720 Objective Loss 0.000000 Distill Loss 0.009720 LR 0.000004 Time 0.437756 +2023-12-05 00:09:45,207 - Epoch: [32][16000/31148] Overall Loss 0.009720 Objective Loss 0.000000 Distill Loss 0.009720 LR 0.000004 Time 0.437562 +2023-12-05 00:10:30,991 - Epoch: [32][16100/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437687 +2023-12-05 00:11:13,057 - Epoch: [32][16200/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437582 +2023-12-05 00:12:01,813 - Epoch: [32][16300/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437888 +2023-12-05 00:12:41,296 - Epoch: [32][16400/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.437625 +2023-12-05 00:13:24,203 - Epoch: [32][16500/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.437573 +2023-12-05 00:14:03,875 - Epoch: [32][16600/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.437326 +2023-12-05 00:14:55,869 - Epoch: [32][16700/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437821 +2023-12-05 00:15:32,620 - Epoch: [32][16800/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437402 +2023-12-05 00:16:14,991 - Epoch: [32][16900/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437320 +2023-12-05 00:17:03,689 - Epoch: [32][17000/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437612 +2023-12-05 00:17:51,304 - Epoch: [32][17100/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437837 +2023-12-05 00:18:33,666 - Epoch: [32][17200/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.437754 +2023-12-05 00:19:27,501 - Epoch: [32][17300/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438335 +2023-12-05 00:20:08,291 - Epoch: [32][17400/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.438160 +2023-12-05 00:20:57,478 - Epoch: [32][17500/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438466 +2023-12-05 00:21:44,729 - Epoch: [32][17600/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438659 +2023-12-05 00:22:28,469 - Epoch: [32][17700/31148] Overall Loss 0.009720 Objective Loss 0.000000 Distill Loss 0.009720 LR 0.000004 Time 0.438652 +2023-12-05 00:23:11,349 - Epoch: [32][17800/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438596 +2023-12-05 00:23:53,758 - Epoch: [32][17900/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438514 +2023-12-05 00:24:49,687 - Epoch: [32][18000/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.439185 +2023-12-05 00:25:31,496 - Epoch: [32][18100/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.439068 +2023-12-05 00:26:13,852 - Epoch: [32][18200/31148] Overall Loss 0.009720 Objective Loss 0.000000 Distill Loss 0.009720 LR 0.000004 Time 0.438983 +2023-12-05 00:26:54,490 - Epoch: [32][18300/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438804 +2023-12-05 00:27:36,566 - Epoch: [32][18400/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.438706 +2023-12-05 00:28:22,081 - Epoch: [32][18500/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438794 +2023-12-05 00:29:00,889 - Epoch: [32][18600/31148] Overall Loss 0.009721 Objective Loss 0.000000 Distill Loss 0.009721 LR 0.000004 Time 0.438521 +2023-12-05 00:29:43,369 - Epoch: [32][18700/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.438447 +2023-12-05 00:30:36,092 - Epoch: [32][18800/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.438919 +2023-12-05 00:31:32,789 - Epoch: [32][18900/31148] Overall Loss 0.009723 Objective Loss 0.000000 Distill Loss 0.009723 LR 0.000004 Time 0.439596 +2023-12-05 00:32:18,348 - Epoch: [32][19000/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.439680 +2023-12-05 00:32:59,586 - Epoch: [32][19100/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.439537 +2023-12-05 00:33:44,942 - Epoch: [32][19200/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.439610 +2023-12-05 00:34:26,124 - Epoch: [32][19300/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.439465 +2023-12-05 00:35:00,667 - Epoch: [32][19400/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.438980 +2023-12-05 00:35:42,974 - Epoch: [32][19500/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.438898 +2023-12-05 00:36:32,114 - Epoch: [32][19600/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.439166 +2023-12-05 00:37:09,858 - Epoch: [32][19700/31148] Overall Loss 0.009723 Objective Loss 0.000000 Distill Loss 0.009723 LR 0.000004 Time 0.438852 +2023-12-05 00:37:54,384 - Epoch: [32][19800/31148] Overall Loss 0.009723 Objective Loss 0.000000 Distill Loss 0.009723 LR 0.000004 Time 0.438884 +2023-12-05 00:38:38,984 - Epoch: [32][19900/31148] Overall Loss 0.009723 Objective Loss 0.000000 Distill Loss 0.009723 LR 0.000004 Time 0.438919 +2023-12-05 00:39:24,636 - Epoch: [32][20000/31148] Overall Loss 0.009723 Objective Loss 0.000000 Distill Loss 0.009723 LR 0.000004 Time 0.439007 +2023-12-05 00:40:02,343 - Epoch: [32][20100/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.438699 +2023-12-05 00:40:48,205 - Epoch: [32][20200/31148] Overall Loss 0.009723 Objective Loss 0.000000 Distill Loss 0.009723 LR 0.000004 Time 0.438797 +2023-12-05 00:41:31,130 - Epoch: [32][20300/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.438750 +2023-12-05 00:42:15,603 - Epoch: [32][20400/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.438778 +2023-12-05 00:43:09,776 - Epoch: [32][20500/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.439280 +2023-12-05 00:43:54,786 - Epoch: [32][20600/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.439333 +2023-12-05 00:44:36,238 - Epoch: [32][20700/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.439212 +2023-12-05 00:45:18,007 - Epoch: [32][20800/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.439109 +2023-12-05 00:46:00,643 - Epoch: [32][20900/31148] Overall Loss 0.009724 Objective Loss 0.000000 Distill Loss 0.009724 LR 0.000004 Time 0.439047 +2023-12-05 00:46:44,927 - Epoch: [32][21000/31148] Overall Loss 0.009725 Objective Loss 0.000000 Distill Loss 0.009725 LR 0.000004 Time 0.439065 +2023-12-05 00:47:24,389 - Epoch: [32][21100/31148] Overall Loss 0.009725 Objective Loss 0.000000 Distill Loss 0.009725 LR 0.000004 Time 0.438854 +2023-12-05 00:48:08,682 - Epoch: [32][21200/31148] Overall Loss 0.009725 Objective Loss 0.000000 Distill Loss 0.009725 LR 0.000004 Time 0.438873 +2023-12-05 00:48:45,825 - Epoch: [32][21300/31148] Overall Loss 0.009725 Objective Loss 0.000000 Distill Loss 0.009725 LR 0.000004 Time 0.438556 +2023-12-05 00:49:29,925 - Epoch: [32][21400/31148] Overall Loss 0.009726 Objective Loss 0.000000 Distill Loss 0.009726 LR 0.000004 Time 0.438567 +2023-12-05 00:50:12,990 - Epoch: [32][21500/31148] Overall Loss 0.009726 Objective Loss 0.000000 Distill Loss 0.009726 LR 0.000004 Time 0.438530 +2023-12-05 00:51:07,409 - Epoch: [32][21600/31148] Overall Loss 0.009725 Objective Loss 0.000000 Distill Loss 0.009725 LR 0.000004 Time 0.439019 +2023-12-05 00:51:58,828 - Epoch: [32][21700/31148] Overall Loss 0.009726 Objective Loss 0.000000 Distill Loss 0.009726 LR 0.000004 Time 0.439365 +2023-12-05 00:52:46,963 - Epoch: [32][21800/31148] Overall Loss 0.009726 Objective Loss 0.000000 Distill Loss 0.009726 LR 0.000004 Time 0.439557 +2023-12-05 00:53:32,278 - Epoch: [32][21900/31148] Overall Loss 0.009726 Objective Loss 0.000000 Distill Loss 0.009726 LR 0.000004 Time 0.439619 +2023-12-05 00:54:21,535 - Epoch: [32][22000/31148] Overall Loss 0.009727 Objective Loss 0.000000 Distill Loss 0.009727 LR 0.000004 Time 0.439859 +2023-12-05 00:54:56,851 - Epoch: [32][22100/31148] Overall Loss 0.009727 Objective Loss 0.000000 Distill Loss 0.009727 LR 0.000004 Time 0.439467 +2023-12-05 00:55:36,411 - Epoch: [32][22200/31148] Overall Loss 0.009727 Objective Loss 0.000000 Distill Loss 0.009727 LR 0.000004 Time 0.439269 +2023-12-05 00:56:14,592 - Epoch: [32][22300/31148] Overall Loss 0.009727 Objective Loss 0.000000 Distill Loss 0.009727 LR 0.000004 Time 0.439011 +2023-12-05 00:56:53,680 - Epoch: [32][22400/31148] Overall Loss 0.009727 Objective Loss 0.000000 Distill Loss 0.009727 LR 0.000004 Time 0.438795 +2023-12-05 00:57:33,672 - Epoch: [32][22500/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000004 Time 0.438622 +2023-12-05 00:58:30,592 - Epoch: [32][22600/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000004 Time 0.439200 +2023-12-05 00:59:21,302 - Epoch: [32][22700/31148] Overall Loss 0.009727 Objective Loss 0.000000 Distill Loss 0.009727 LR 0.000004 Time 0.439499 +2023-12-05 01:00:07,547 - Epoch: [32][22800/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000004 Time 0.439599 +2023-12-05 01:00:51,376 - Epoch: [32][22900/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000004 Time 0.439593 +2023-12-05 01:01:49,276 - Epoch: [32][23000/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000004 Time 0.440199 +2023-12-05 01:02:27,290 - Epoch: [32][23100/31148] Overall Loss 0.009728 Objective Loss 0.000000 Distill Loss 0.009728 LR 0.000004 Time 0.439938 +2023-12-05 01:03:15,622 - Epoch: [32][23200/31148] Overall Loss 0.009729 Objective Loss 0.000000 Distill Loss 0.009729 LR 0.000004 Time 0.440125 +2023-12-05 01:04:00,364 - Epoch: [32][23300/31148] Overall Loss 0.009729 Objective Loss 0.000000 Distill Loss 0.009729 LR 0.000004 Time 0.440156 +2023-12-05 01:04:50,424 - Epoch: [32][23400/31148] Overall Loss 0.009730 Objective Loss 0.000000 Distill Loss 0.009730 LR 0.000004 Time 0.440414 +2023-12-05 01:05:33,237 - Epoch: [32][23500/31148] Overall Loss 0.009730 Objective Loss 0.000000 Distill Loss 0.009730 LR 0.000004 Time 0.440362 +2023-12-05 01:06:29,257 - Epoch: [32][23600/31148] Overall Loss 0.009730 Objective Loss 0.000000 Distill Loss 0.009730 LR 0.000004 Time 0.440869 +2023-12-05 01:07:13,454 - Epoch: [32][23700/31148] Overall Loss 0.009730 Objective Loss 0.000000 Distill Loss 0.009730 LR 0.000004 Time 0.440873 +2023-12-05 01:07:52,454 - Epoch: [32][23800/31148] Overall Loss 0.009730 Objective Loss 0.000000 Distill Loss 0.009730 LR 0.000004 Time 0.440659 +2023-12-05 01:08:44,154 - Epoch: [32][23900/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.440979 +2023-12-05 01:09:29,644 - Epoch: [32][24000/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441036 +2023-12-05 01:10:05,890 - Epoch: [32][24100/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.440710 +2023-12-05 01:10:57,784 - Epoch: [32][24200/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441033 +2023-12-05 01:11:43,430 - Epoch: [32][24300/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441096 +2023-12-05 01:12:26,296 - Epoch: [32][24400/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441045 +2023-12-05 01:13:18,192 - Epoch: [32][24500/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441363 +2023-12-05 01:14:05,269 - Epoch: [32][24600/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441482 +2023-12-05 01:14:50,888 - Epoch: [32][24700/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441541 +2023-12-05 01:15:37,503 - Epoch: [32][24800/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441640 +2023-12-05 01:16:18,854 - Epoch: [32][24900/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441527 +2023-12-05 01:17:03,808 - Epoch: [32][25000/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441559 +2023-12-05 01:17:46,249 - Epoch: [32][25100/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441490 +2023-12-05 01:18:30,002 - Epoch: [32][25200/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441474 +2023-12-05 01:19:14,846 - Epoch: [32][25300/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441501 +2023-12-05 01:20:08,523 - Epoch: [32][25400/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441876 +2023-12-05 01:20:49,788 - Epoch: [32][25500/31148] Overall Loss 0.009731 Objective Loss 0.000000 Distill Loss 0.009731 LR 0.000004 Time 0.441761 +2023-12-05 01:21:35,924 - Epoch: [32][25600/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441837 +2023-12-05 01:22:19,449 - Epoch: [32][25700/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.441811 +2023-12-05 01:23:10,789 - Epoch: [32][25800/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.442089 +2023-12-05 01:23:59,996 - Epoch: [32][25900/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.442281 +2023-12-05 01:24:43,851 - Epoch: [32][26000/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.442267 +2023-12-05 01:25:33,229 - Epoch: [32][26100/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.442464 +2023-12-05 01:26:27,080 - Epoch: [32][26200/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.442830 +2023-12-05 01:27:13,168 - Epoch: [32][26300/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.442898 +2023-12-05 01:28:00,322 - Epoch: [32][26400/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.443007 +2023-12-05 01:28:51,917 - Epoch: [32][26500/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.443282 +2023-12-05 01:29:45,095 - Epoch: [32][26600/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.443614 +2023-12-05 01:30:32,691 - Epoch: [32][26700/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.443735 +2023-12-05 01:31:18,909 - Epoch: [32][26800/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.443804 +2023-12-05 01:32:05,780 - Epoch: [32][26900/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.443896 +2023-12-05 01:32:54,510 - Epoch: [32][27000/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444056 +2023-12-05 01:33:38,261 - Epoch: [32][27100/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444032 +2023-12-05 01:34:23,074 - Epoch: [32][27200/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444047 +2023-12-05 01:35:09,334 - Epoch: [32][27300/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444115 +2023-12-05 01:36:02,151 - Epoch: [32][27400/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444421 +2023-12-05 01:36:43,148 - Epoch: [32][27500/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444295 +2023-12-05 01:37:33,715 - Epoch: [32][27600/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444518 +2023-12-05 01:38:22,422 - Epoch: [32][27700/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444671 +2023-12-05 01:39:15,352 - Epoch: [32][27800/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444975 +2023-12-05 01:40:03,579 - Epoch: [32][27900/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.445109 +2023-12-05 01:40:45,571 - Epoch: [32][28000/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.445018 +2023-12-05 01:41:32,962 - Epoch: [32][28100/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.445121 +2023-12-05 01:42:15,796 - Epoch: [32][28200/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.445061 +2023-12-05 01:42:47,100 - Epoch: [32][28300/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.444595 +2023-12-05 01:43:15,034 - Epoch: [32][28400/31148] Overall Loss 0.009734 Objective Loss 0.000000 Distill Loss 0.009734 LR 0.000004 Time 0.444013 +2023-12-05 01:43:43,055 - Epoch: [32][28500/31148] Overall Loss 0.009735 Objective Loss 0.000000 Distill Loss 0.009735 LR 0.000004 Time 0.443438 +2023-12-05 01:44:10,793 - Epoch: [32][28600/31148] Overall Loss 0.009735 Objective Loss 0.000000 Distill Loss 0.009735 LR 0.000004 Time 0.442857 +2023-12-05 01:44:40,139 - Epoch: [32][28700/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.442336 +2023-12-05 01:45:09,031 - Epoch: [32][28800/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.441803 +2023-12-05 01:45:38,053 - Epoch: [32][28900/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.441279 +2023-12-05 01:46:06,266 - Epoch: [32][29000/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.440730 +2023-12-05 01:46:34,756 - Epoch: [32][29100/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.440194 +2023-12-05 01:47:03,508 - Epoch: [32][29200/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.439671 +2023-12-05 01:47:32,752 - Epoch: [32][29300/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.439168 +2023-12-05 01:48:01,256 - Epoch: [32][29400/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.438644 +2023-12-05 01:48:45,422 - Epoch: [32][29500/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.438654 +2023-12-05 01:49:25,172 - Epoch: [32][29600/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.438515 +2023-12-05 01:50:13,325 - Epoch: [32][29700/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.438659 +2023-12-05 01:50:55,362 - Epoch: [32][29800/31148] Overall Loss 0.009737 Objective Loss 0.000000 Distill Loss 0.009737 LR 0.000004 Time 0.438598 +2023-12-05 01:51:58,965 - Epoch: [32][29900/31148] Overall Loss 0.009737 Objective Loss 0.000000 Distill Loss 0.009737 LR 0.000004 Time 0.439258 +2023-12-05 01:52:49,224 - Epoch: [32][30000/31148] Overall Loss 0.009737 Objective Loss 0.000000 Distill Loss 0.009737 LR 0.000004 Time 0.439469 +2023-12-05 01:53:40,300 - Epoch: [32][30100/31148] Overall Loss 0.009737 Objective Loss 0.000000 Distill Loss 0.009737 LR 0.000004 Time 0.439705 +2023-12-05 01:54:29,025 - Epoch: [32][30200/31148] Overall Loss 0.009737 Objective Loss 0.000000 Distill Loss 0.009737 LR 0.000004 Time 0.439863 +2023-12-05 01:55:17,674 - Epoch: [32][30300/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440016 +2023-12-05 01:56:04,343 - Epoch: [32][30400/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440104 +2023-12-05 01:56:46,998 - Epoch: [32][30500/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440059 +2023-12-05 01:57:35,048 - Epoch: [32][30600/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440191 +2023-12-05 01:58:25,102 - Epoch: [32][30700/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440387 +2023-12-05 01:59:14,374 - Epoch: [32][30800/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440557 +2023-12-05 02:00:11,289 - Epoch: [32][30900/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440973 +2023-12-05 02:00:53,985 - Epoch: [32][31000/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440928 +2023-12-05 02:01:39,283 - Epoch: [32][31100/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440966 +2023-12-05 02:01:57,639 - Epoch: [32][31148/31148] Overall Loss 0.009738 Objective Loss 0.000000 Distill Loss 0.009738 LR 0.000004 Time 0.440876 +2023-12-05 02:01:58,430 - --- validate (epoch=32)----------- +2023-12-05 02:01:58,430 - 167951 samples (100 per mini-batch) +2023-12-05 02:02:26,287 - Epoch: [32][ 100/ 1680] Loss 0.000000 Overall Loss 0.010432 +2023-12-05 02:02:50,069 - Epoch: [32][ 200/ 1680] Loss 0.000000 Overall Loss 0.010418 +2023-12-05 02:03:13,359 - Epoch: [32][ 300/ 1680] Loss 0.000000 Overall Loss 0.010376 +2023-12-05 02:03:36,903 - Epoch: [32][ 400/ 1680] Loss 0.000000 Overall Loss 0.010389 +2023-12-05 02:04:00,717 - Epoch: [32][ 500/ 1680] Loss 0.000000 Overall Loss 0.010380 +2023-12-05 02:04:24,457 - Epoch: [32][ 600/ 1680] Loss 0.000000 Overall Loss 0.010387 +2023-12-05 02:04:47,810 - Epoch: [32][ 700/ 1680] Loss 0.000000 Overall Loss 0.010397 +2023-12-05 02:05:10,866 - Epoch: [32][ 800/ 1680] Loss 0.000000 Overall Loss 0.010386 +2023-12-05 02:05:33,623 - Epoch: [32][ 900/ 1680] Loss 0.000000 Overall Loss 0.010386 +2023-12-05 02:05:56,169 - Epoch: [32][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010389 +2023-12-05 02:06:18,951 - Epoch: [32][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010386 +2023-12-05 02:06:41,879 - Epoch: [32][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010383 +2023-12-05 02:07:04,693 - Epoch: [32][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010381 +2023-12-05 02:07:27,328 - Epoch: [32][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010381 +2023-12-05 02:07:49,833 - Epoch: [32][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010382 +2023-12-05 02:08:12,552 - Epoch: [32][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010379 +2023-12-05 02:08:30,435 - Epoch: [32][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010381 +2023-12-05 02:08:30,919 - ==> Overall Loss: 0.010 + +2023-12-05 02:08:30,927 - ==> Best [Overall Loss: 0.010381 on epoch: 32] +2023-12-05 02:08:30,927 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-05 02:08:30,986 - + +2023-12-05 02:08:30,986 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-05 02:09:43,913 - Epoch: [33][ 100/31148] Overall Loss 0.009735 Objective Loss 0.000000 Distill Loss 0.009735 LR 0.000004 Time 0.729165 +2023-12-05 02:10:41,289 - Epoch: [33][ 200/31148] Overall Loss 0.009700 Objective Loss 0.000000 Distill Loss 0.009700 LR 0.000004 Time 0.651427 +2023-12-05 02:11:26,033 - Epoch: [33][ 300/31148] Overall Loss 0.009711 Objective Loss 0.000000 Distill Loss 0.009711 LR 0.000004 Time 0.583409 +2023-12-05 02:12:17,458 - Epoch: [33][ 400/31148] Overall Loss 0.009701 Objective Loss 0.000000 Distill Loss 0.009701 LR 0.000004 Time 0.566103 +2023-12-05 02:12:56,683 - Epoch: [33][ 500/31148] Overall Loss 0.009703 Objective Loss 0.000000 Distill Loss 0.009703 LR 0.000004 Time 0.531318 +2023-12-05 02:13:35,438 - Epoch: [33][ 600/31148] Overall Loss 0.009712 Objective Loss 0.000000 Distill Loss 0.009712 LR 0.000004 Time 0.507345 +2023-12-05 02:14:25,421 - Epoch: [33][ 700/31148] Overall Loss 0.009722 Objective Loss 0.000000 Distill Loss 0.009722 LR 0.000004 Time 0.506262 +2023-12-05 02:15:09,674 - Epoch: [33][ 800/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.498286 +2023-12-05 02:15:58,964 - Epoch: [33][ 900/31148] Overall Loss 0.009726 Objective Loss 0.000000 Distill Loss 0.009726 LR 0.000004 Time 0.497680 +2023-12-05 02:16:42,752 - Epoch: [33][ 1000/31148] Overall Loss 0.009730 Objective Loss 0.000000 Distill Loss 0.009730 LR 0.000004 Time 0.491692 +2023-12-05 02:17:24,948 - Epoch: [33][ 1100/31148] Overall Loss 0.009735 Objective Loss 0.000000 Distill Loss 0.009735 LR 0.000004 Time 0.485347 +2023-12-05 02:18:17,642 - Epoch: [33][ 1200/31148] Overall Loss 0.009733 Objective Loss 0.000000 Distill Loss 0.009733 LR 0.000004 Time 0.488807 +2023-12-05 02:19:13,429 - Epoch: [33][ 1300/31148] Overall Loss 0.009732 Objective Loss 0.000000 Distill Loss 0.009732 LR 0.000004 Time 0.494115 +2023-12-05 02:20:05,128 - Epoch: [33][ 1400/31148] Overall Loss 0.009736 Objective Loss 0.000000 Distill Loss 0.009736 LR 0.000004 Time 0.495744 +2023-12-05 02:20:48,613 - Epoch: [33][ 1500/31148] Overall Loss 0.009735 Objective Loss 0.000000 Distill Loss 0.009735 LR 0.000004 Time 0.491680 +2023-12-05 02:21:28,037 - Epoch: [33][ 1600/31148] Overall Loss 0.009740 Objective Loss 0.000000 Distill Loss 0.009740 LR 0.000004 Time 0.485586 +2023-12-05 02:22:09,813 - Epoch: [33][ 1700/31148] Overall Loss 0.009739 Objective Loss 0.000000 Distill Loss 0.009739 LR 0.000004 Time 0.481592 +2023-12-05 02:22:47,007 - Epoch: [33][ 1800/31148] Overall Loss 0.009739 Objective Loss 0.000000 Distill Loss 0.009739 LR 0.000004 Time 0.475496 +2023-12-05 02:23:33,812 - Epoch: [33][ 1900/31148] Overall Loss 0.009741 Objective Loss 0.000000 Distill Loss 0.009741 LR 0.000004 Time 0.475101 +2023-12-05 02:24:20,350 - Epoch: [33][ 2000/31148] Overall Loss 0.009741 Objective Loss 0.000000 Distill Loss 0.009741 LR 0.000004 Time 0.474611 +2023-12-05 02:24:59,935 - Epoch: [33][ 2100/31148] Overall Loss 0.009745 Objective Loss 0.000000 Distill Loss 0.009745 LR 0.000004 Time 0.470857 +2023-12-05 02:25:54,951 - Epoch: [33][ 2200/31148] Overall Loss 0.009743 Objective Loss 0.000000 Distill Loss 0.009743 LR 0.000004 Time 0.474459 +2023-12-05 02:26:41,405 - Epoch: [33][ 2300/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.474024 +2023-12-05 02:27:27,013 - Epoch: [33][ 2400/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.473273 +2023-12-05 02:28:15,749 - Epoch: [33][ 2500/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.473834 +2023-12-05 02:28:59,909 - Epoch: [33][ 2600/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.472591 +2023-12-05 02:29:46,790 - Epoch: [33][ 2700/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.472449 +2023-12-05 02:30:38,429 - Epoch: [33][ 2800/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.474016 +2023-12-05 02:31:22,563 - Epoch: [33][ 2900/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.472887 +2023-12-05 02:32:09,632 - Epoch: [33][ 3000/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.472811 +2023-12-05 02:33:03,829 - Epoch: [33][ 3100/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.475040 +2023-12-05 02:33:46,225 - Epoch: [33][ 3200/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.473441 +2023-12-05 02:34:29,233 - Epoch: [33][ 3300/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.472124 +2023-12-05 02:35:09,740 - Epoch: [33][ 3400/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.470150 +2023-12-05 02:35:55,056 - Epoch: [33][ 3500/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.469663 +2023-12-05 02:36:40,460 - Epoch: [33][ 3600/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.469227 +2023-12-05 02:37:24,504 - Epoch: [33][ 3700/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.468447 +2023-12-05 02:38:08,897 - Epoch: [33][ 3800/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.467800 +2023-12-05 02:38:51,114 - Epoch: [33][ 3900/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.466628 +2023-12-05 02:39:29,570 - Epoch: [33][ 4000/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.464574 +2023-12-05 02:40:06,790 - Epoch: [33][ 4100/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.462320 +2023-12-05 02:40:50,485 - Epoch: [33][ 4200/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.461714 +2023-12-05 02:41:30,000 - Epoch: [33][ 4300/31148] Overall Loss 0.009762 Objective Loss 0.000000 Distill Loss 0.009762 LR 0.000004 Time 0.460164 +2023-12-05 02:42:14,033 - Epoch: [33][ 4400/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.459712 +2023-12-05 02:43:00,692 - Epoch: [33][ 4500/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.459863 +2023-12-05 02:43:54,185 - Epoch: [33][ 4600/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.461493 +2023-12-05 02:44:44,680 - Epoch: [33][ 4700/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.462416 +2023-12-05 02:45:36,623 - Epoch: [33][ 4800/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.463603 +2023-12-05 02:46:20,539 - Epoch: [33][ 4900/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.463102 +2023-12-05 02:47:03,906 - Epoch: [33][ 5000/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.462512 +2023-12-05 02:47:45,788 - Epoch: [33][ 5100/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.461654 +2023-12-05 02:48:33,485 - Epoch: [33][ 5200/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.461947 +2023-12-05 02:49:18,387 - Epoch: [33][ 5300/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.461702 +2023-12-05 02:50:10,602 - Epoch: [33][ 5400/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.462821 +2023-12-05 02:50:53,108 - Epoch: [33][ 5500/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.462133 +2023-12-05 02:51:37,770 - Epoch: [33][ 5600/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.461854 +2023-12-05 02:52:25,332 - Epoch: [33][ 5700/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.462095 +2023-12-05 02:53:10,670 - Epoch: [33][ 5800/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.461943 +2023-12-05 02:53:55,495 - Epoch: [33][ 5900/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.461710 +2023-12-05 02:54:34,639 - Epoch: [33][ 6000/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.460538 +2023-12-05 02:55:13,985 - Epoch: [33][ 6100/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.459437 +2023-12-05 02:56:02,742 - Epoch: [33][ 6200/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.459889 +2023-12-05 02:56:53,935 - Epoch: [33][ 6300/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.460714 +2023-12-05 02:57:37,549 - Epoch: [33][ 6400/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.460329 +2023-12-05 02:58:13,840 - Epoch: [33][ 6500/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.458829 +2023-12-05 02:58:58,621 - Epoch: [33][ 6600/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.458661 +2023-12-05 02:59:43,925 - Epoch: [33][ 6700/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.458576 +2023-12-05 03:00:23,651 - Epoch: [33][ 6800/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.457674 +2023-12-05 03:01:09,652 - Epoch: [33][ 6900/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.457706 +2023-12-05 03:01:51,113 - Epoch: [33][ 7000/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.457090 +2023-12-05 03:02:26,013 - Epoch: [33][ 7100/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.455566 +2023-12-05 03:03:18,058 - Epoch: [33][ 7200/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.456466 +2023-12-05 03:03:52,379 - Epoch: [33][ 7300/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.454914 +2023-12-05 03:04:30,887 - Epoch: [33][ 7400/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.453969 +2023-12-05 03:05:16,713 - Epoch: [33][ 7500/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.454026 +2023-12-05 03:06:00,176 - Epoch: [33][ 7600/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.453769 +2023-12-05 03:06:41,350 - Epoch: [33][ 7700/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.453223 +2023-12-05 03:07:30,140 - Epoch: [33][ 7800/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.453666 +2023-12-05 03:08:15,475 - Epoch: [33][ 7900/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.453661 +2023-12-05 03:08:55,822 - Epoch: [33][ 8000/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.453033 +2023-12-05 03:09:36,491 - Epoch: [33][ 8100/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.452460 +2023-12-05 03:10:22,649 - Epoch: [33][ 8200/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.452570 +2023-12-05 03:11:15,562 - Epoch: [33][ 8300/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.453492 +2023-12-05 03:11:54,501 - Epoch: [33][ 8400/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.452728 +2023-12-05 03:12:38,239 - Epoch: [33][ 8500/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.452547 +2023-12-05 03:13:29,922 - Epoch: [33][ 8600/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.453293 +2023-12-05 03:14:05,665 - Epoch: [33][ 8700/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452191 +2023-12-05 03:14:49,189 - Epoch: [33][ 8800/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.451997 +2023-12-05 03:15:29,720 - Epoch: [33][ 8900/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451472 +2023-12-05 03:16:20,424 - Epoch: [33][ 9000/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452089 +2023-12-05 03:17:10,652 - Epoch: [33][ 9100/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452639 +2023-12-05 03:17:54,992 - Epoch: [33][ 9200/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452538 +2023-12-05 03:18:38,378 - Epoch: [33][ 9300/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452336 +2023-12-05 03:19:23,948 - Epoch: [33][ 9400/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452371 +2023-12-05 03:20:09,857 - Epoch: [33][ 9500/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452441 +2023-12-05 03:20:52,604 - Epoch: [33][ 9600/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452181 +2023-12-05 03:21:36,235 - Epoch: [33][ 9700/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452016 +2023-12-05 03:22:22,565 - Epoch: [33][ 9800/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452131 +2023-12-05 03:23:04,541 - Epoch: [33][ 9900/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.451803 +2023-12-05 03:23:55,414 - Epoch: [33][10000/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452372 +2023-12-05 03:24:38,999 - Epoch: [33][10100/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452207 +2023-12-05 03:25:26,929 - Epoch: [33][10200/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452472 +2023-12-05 03:26:10,757 - Epoch: [33][10300/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452334 +2023-12-05 03:26:52,359 - Epoch: [33][10400/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.451984 +2023-12-05 03:27:30,804 - Epoch: [33][10500/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.451340 +2023-12-05 03:28:18,236 - Epoch: [33][10600/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.451556 +2023-12-05 03:28:59,268 - Epoch: [33][10700/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451170 +2023-12-05 03:29:46,983 - Epoch: [33][10800/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451410 +2023-12-05 03:30:31,804 - Epoch: [33][10900/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451380 +2023-12-05 03:31:14,648 - Epoch: [33][11000/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451171 +2023-12-05 03:32:06,405 - Epoch: [33][11100/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451768 +2023-12-05 03:32:45,951 - Epoch: [33][11200/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.451265 +2023-12-05 03:33:41,010 - Epoch: [33][11300/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.452143 +2023-12-05 03:34:23,746 - Epoch: [33][11400/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451925 +2023-12-05 03:35:08,217 - Epoch: [33][11500/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451862 +2023-12-05 03:35:54,879 - Epoch: [33][11600/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451988 +2023-12-05 03:36:45,292 - Epoch: [33][11700/31148] Overall Loss 0.009748 Objective Loss 0.000000 Distill Loss 0.009748 LR 0.000004 Time 0.452434 +2023-12-05 03:37:27,687 - Epoch: [33][11800/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.452192 +2023-12-05 03:38:12,439 - Epoch: [33][11900/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.452152 +2023-12-05 03:38:57,490 - Epoch: [33][12000/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452137 +2023-12-05 03:39:41,605 - Epoch: [33][12100/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452046 +2023-12-05 03:40:24,437 - Epoch: [33][12200/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451851 +2023-12-05 03:41:10,269 - Epoch: [33][12300/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451903 +2023-12-05 03:41:56,372 - Epoch: [33][12400/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451976 +2023-12-05 03:42:43,895 - Epoch: [33][12500/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.452161 +2023-12-05 03:43:26,672 - Epoch: [33][12600/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451967 +2023-12-05 03:44:10,057 - Epoch: [33][12700/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451824 +2023-12-05 03:44:56,042 - Epoch: [33][12800/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451886 +2023-12-05 03:45:40,682 - Epoch: [33][12900/31148] Overall Loss 0.009749 Objective Loss 0.000000 Distill Loss 0.009749 LR 0.000004 Time 0.451843 +2023-12-05 03:46:27,889 - Epoch: [33][13000/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451998 +2023-12-05 03:47:15,413 - Epoch: [33][13100/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452175 +2023-12-05 03:47:58,249 - Epoch: [33][13200/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.451994 +2023-12-05 03:48:44,911 - Epoch: [33][13300/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452104 +2023-12-05 03:49:29,558 - Epoch: [33][13400/31148] Overall Loss 0.009750 Objective Loss 0.000000 Distill Loss 0.009750 LR 0.000004 Time 0.452061 +2023-12-05 03:50:19,098 - Epoch: [33][13500/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452382 +2023-12-05 03:51:04,811 - Epoch: [33][13600/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452416 +2023-12-05 03:51:59,622 - Epoch: [33][13700/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.453114 +2023-12-05 03:52:40,388 - Epoch: [33][13800/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452784 +2023-12-05 03:53:29,435 - Epoch: [33][13900/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.453055 +2023-12-05 03:54:14,932 - Epoch: [33][14000/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.453068 +2023-12-05 03:54:54,644 - Epoch: [33][14100/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452670 +2023-12-05 03:55:34,910 - Epoch: [33][14200/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452318 +2023-12-05 03:56:26,951 - Epoch: [33][14300/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452793 +2023-12-05 03:57:14,370 - Epoch: [33][14400/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452942 +2023-12-05 03:57:58,763 - Epoch: [33][14500/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452879 +2023-12-05 03:58:36,578 - Epoch: [33][14600/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452367 +2023-12-05 03:59:23,693 - Epoch: [33][14700/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452494 +2023-12-05 04:00:14,548 - Epoch: [33][14800/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452872 +2023-12-05 04:01:00,288 - Epoch: [33][14900/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452902 +2023-12-05 04:01:40,405 - Epoch: [33][15000/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452557 +2023-12-05 04:02:29,386 - Epoch: [33][15100/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452803 +2023-12-05 04:03:19,979 - Epoch: [33][15200/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.453152 +2023-12-05 04:03:54,581 - Epoch: [33][15300/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452451 +2023-12-05 04:04:40,175 - Epoch: [33][15400/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452474 +2023-12-05 04:05:23,203 - Epoch: [33][15500/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452330 +2023-12-05 04:06:17,736 - Epoch: [33][15600/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452926 +2023-12-05 04:06:59,702 - Epoch: [33][15700/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452713 +2023-12-05 04:07:47,445 - Epoch: [33][15800/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452869 +2023-12-05 04:08:29,433 - Epoch: [33][15900/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452661 +2023-12-05 04:09:24,948 - Epoch: [33][16000/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.453301 +2023-12-05 04:10:04,820 - Epoch: [33][16100/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452962 +2023-12-05 04:10:48,572 - Epoch: [33][16200/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452866 +2023-12-05 04:11:33,663 - Epoch: [33][16300/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452854 +2023-12-05 04:12:14,443 - Epoch: [33][16400/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452579 +2023-12-05 04:13:09,371 - Epoch: [33][16500/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.453164 +2023-12-05 04:13:54,568 - Epoch: [33][16600/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.453157 +2023-12-05 04:14:39,001 - Epoch: [33][16700/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.453103 +2023-12-05 04:15:17,335 - Epoch: [33][16800/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452688 +2023-12-05 04:16:00,587 - Epoch: [33][16900/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452568 +2023-12-05 04:16:49,210 - Epoch: [33][17000/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452766 +2023-12-05 04:17:29,693 - Epoch: [33][17100/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452485 +2023-12-05 04:18:19,264 - Epoch: [33][17200/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452736 +2023-12-05 04:18:57,418 - Epoch: [33][17300/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452324 +2023-12-05 04:19:39,563 - Epoch: [33][17400/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.452146 +2023-12-05 04:20:24,352 - Epoch: [33][17500/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452121 +2023-12-05 04:21:15,275 - Epoch: [33][17600/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452445 +2023-12-05 04:21:53,207 - Epoch: [33][17700/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.452032 +2023-12-05 04:22:37,433 - Epoch: [33][17800/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.451977 +2023-12-05 04:23:20,579 - Epoch: [33][17900/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.451862 +2023-12-05 04:24:16,539 - Epoch: [33][18000/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452460 +2023-12-05 04:25:04,304 - Epoch: [33][18100/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452598 +2023-12-05 04:25:44,926 - Epoch: [33][18200/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452343 +2023-12-05 04:26:32,243 - Epoch: [33][18300/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452457 +2023-12-05 04:27:19,257 - Epoch: [33][18400/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452552 +2023-12-05 04:28:04,014 - Epoch: [33][18500/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452525 +2023-12-05 04:28:45,550 - Epoch: [33][18600/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452325 +2023-12-05 04:29:37,226 - Epoch: [33][18700/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452669 +2023-12-05 04:30:22,047 - Epoch: [33][18800/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452645 +2023-12-05 04:31:01,074 - Epoch: [33][18900/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452315 +2023-12-05 04:31:43,703 - Epoch: [33][19000/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452177 +2023-12-05 04:32:25,505 - Epoch: [33][19100/31148] Overall Loss 0.009751 Objective Loss 0.000000 Distill Loss 0.009751 LR 0.000004 Time 0.451998 +2023-12-05 04:33:16,681 - Epoch: [33][19200/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452309 +2023-12-05 04:33:56,401 - Epoch: [33][19300/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452023 +2023-12-05 04:34:44,318 - Epoch: [33][19400/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452163 +2023-12-05 04:35:26,086 - Epoch: [33][19500/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.451985 +2023-12-05 04:36:14,430 - Epoch: [33][19600/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452146 +2023-12-05 04:36:59,816 - Epoch: [33][19700/31148] Overall Loss 0.009752 Objective Loss 0.000000 Distill Loss 0.009752 LR 0.000004 Time 0.452154 +2023-12-05 04:37:36,449 - Epoch: [33][19800/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.451720 +2023-12-05 04:38:21,334 - Epoch: [33][19900/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.451705 +2023-12-05 04:39:02,714 - Epoch: [33][20000/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.451515 +2023-12-05 04:39:52,096 - Epoch: [33][20100/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.451726 +2023-12-05 04:40:33,502 - Epoch: [33][20200/31148] Overall Loss 0.009753 Objective Loss 0.000000 Distill Loss 0.009753 LR 0.000004 Time 0.451539 +2023-12-05 04:41:18,141 - Epoch: [33][20300/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.451513 +2023-12-05 04:42:11,947 - Epoch: [33][20400/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.451937 +2023-12-05 04:42:50,222 - Epoch: [33][20500/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.451599 +2023-12-05 04:43:39,590 - Epoch: [33][20600/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.451803 +2023-12-05 04:44:30,328 - Epoch: [33][20700/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452071 +2023-12-05 04:45:20,377 - Epoch: [33][20800/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452304 +2023-12-05 04:46:07,271 - Epoch: [33][20900/31148] Overall Loss 0.009754 Objective Loss 0.000000 Distill Loss 0.009754 LR 0.000004 Time 0.452383 +2023-12-05 04:46:57,112 - Epoch: [33][21000/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452602 +2023-12-05 04:47:43,425 - Epoch: [33][21100/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452651 +2023-12-05 04:48:34,545 - Epoch: [33][21200/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452927 +2023-12-05 04:49:18,951 - Epoch: [33][21300/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452885 +2023-12-05 04:50:01,370 - Epoch: [33][21400/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452751 +2023-12-05 04:50:40,872 - Epoch: [33][21500/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452482 +2023-12-05 04:51:28,055 - Epoch: [33][21600/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452571 +2023-12-05 04:52:06,072 - Epoch: [33][21700/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452237 +2023-12-05 04:52:54,034 - Epoch: [33][21800/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452362 +2023-12-05 04:53:33,225 - Epoch: [33][21900/31148] Overall Loss 0.009755 Objective Loss 0.000000 Distill Loss 0.009755 LR 0.000004 Time 0.452086 +2023-12-05 04:54:18,094 - Epoch: [33][22000/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.452070 +2023-12-05 04:54:57,324 - Epoch: [33][22100/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451800 +2023-12-05 04:55:40,062 - Epoch: [33][22200/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.451689 +2023-12-05 04:56:21,983 - Epoch: [33][22300/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451543 +2023-12-05 04:57:20,643 - Epoch: [33][22400/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.452146 +2023-12-05 04:58:03,313 - Epoch: [33][22500/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.452033 +2023-12-05 04:58:46,950 - Epoch: [33][22600/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451963 +2023-12-05 04:59:30,415 - Epoch: [33][22700/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451886 +2023-12-05 05:00:07,775 - Epoch: [33][22800/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451543 +2023-12-05 05:00:53,934 - Epoch: [33][22900/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451586 +2023-12-05 05:01:33,569 - Epoch: [33][23000/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451346 +2023-12-05 05:02:22,488 - Epoch: [33][23100/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451509 +2023-12-05 05:03:08,911 - Epoch: [33][23200/31148] Overall Loss 0.009756 Objective Loss 0.000000 Distill Loss 0.009756 LR 0.000004 Time 0.451564 +2023-12-05 05:03:51,316 - Epoch: [33][23300/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.451445 +2023-12-05 05:04:36,533 - Epoch: [33][23400/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.451448 +2023-12-05 05:05:13,011 - Epoch: [33][23500/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.451079 +2023-12-05 05:05:57,598 - Epoch: [33][23600/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.451057 +2023-12-05 05:06:37,557 - Epoch: [33][23700/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.450839 +2023-12-05 05:07:20,463 - Epoch: [33][23800/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.450747 +2023-12-05 05:08:04,944 - Epoch: [33][23900/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.450722 +2023-12-05 05:08:54,105 - Epoch: [33][24000/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.450892 +2023-12-05 05:09:39,666 - Epoch: [33][24100/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.450912 +2023-12-05 05:10:31,045 - Epoch: [33][24200/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.451171 +2023-12-05 05:11:16,321 - Epoch: [33][24300/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.451177 +2023-12-05 05:12:02,221 - Epoch: [33][24400/31148] Overall Loss 0.009757 Objective Loss 0.000000 Distill Loss 0.009757 LR 0.000004 Time 0.451209 +2023-12-05 05:12:40,605 - Epoch: [33][24500/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.450934 +2023-12-05 05:13:12,022 - Epoch: [33][24600/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.450378 +2023-12-05 05:13:39,661 - Epoch: [33][24700/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.449673 +2023-12-05 05:14:07,733 - Epoch: [33][24800/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.448992 +2023-12-05 05:14:35,318 - Epoch: [33][24900/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.448296 +2023-12-05 05:15:03,156 - Epoch: [33][25000/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.447616 +2023-12-05 05:15:31,005 - Epoch: [33][25100/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.446943 +2023-12-05 05:15:58,878 - Epoch: [33][25200/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.446275 +2023-12-05 05:16:26,694 - Epoch: [33][25300/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.445610 +2023-12-05 05:16:54,548 - Epoch: [33][25400/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.444952 +2023-12-05 05:17:22,456 - Epoch: [33][25500/31148] Overall Loss 0.009758 Objective Loss 0.000000 Distill Loss 0.009758 LR 0.000004 Time 0.444302 +2023-12-05 05:17:50,398 - Epoch: [33][25600/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.443658 +2023-12-05 05:18:19,990 - Epoch: [33][25700/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.443083 +2023-12-05 05:18:57,606 - Epoch: [33][25800/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.442823 +2023-12-05 05:19:38,976 - Epoch: [33][25900/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.442710 +2023-12-05 05:20:15,158 - Epoch: [33][26000/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.442399 +2023-12-05 05:21:06,405 - Epoch: [33][26100/31148] Overall Loss 0.009759 Objective Loss 0.000000 Distill Loss 0.009759 LR 0.000004 Time 0.442667 +2023-12-05 05:21:50,101 - Epoch: [33][26200/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.442645 +2023-12-05 05:22:24,222 - Epoch: [33][26300/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.442259 +2023-12-05 05:23:14,210 - Epoch: [33][26400/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.442477 +2023-12-05 05:23:58,486 - Epoch: [33][26500/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.442478 +2023-12-05 05:24:47,620 - Epoch: [33][26600/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.442661 +2023-12-05 05:25:37,072 - Epoch: [33][26700/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.442855 +2023-12-05 05:26:20,968 - Epoch: [33][26800/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.442840 +2023-12-05 05:27:08,685 - Epoch: [33][26900/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.442968 +2023-12-05 05:27:56,639 - Epoch: [33][27000/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.443103 +2023-12-05 05:28:38,896 - Epoch: [33][27100/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.443027 +2023-12-05 05:29:31,003 - Epoch: [33][27200/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.443314 +2023-12-05 05:30:13,322 - Epoch: [33][27300/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.443240 +2023-12-05 05:30:58,343 - Epoch: [33][27400/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.443265 +2023-12-05 05:31:35,454 - Epoch: [33][27500/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.443002 +2023-12-05 05:32:21,475 - Epoch: [33][27600/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443064 +2023-12-05 05:33:14,352 - Epoch: [33][27700/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443373 +2023-12-05 05:33:59,366 - Epoch: [33][27800/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443397 +2023-12-05 05:34:45,190 - Epoch: [33][27900/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443450 +2023-12-05 05:35:28,107 - Epoch: [33][28000/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443399 +2023-12-05 05:36:14,746 - Epoch: [33][28100/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443481 +2023-12-05 05:37:01,086 - Epoch: [33][28200/31148] Overall Loss 0.009760 Objective Loss 0.000000 Distill Loss 0.009760 LR 0.000004 Time 0.443551 +2023-12-05 05:37:40,718 - Epoch: [33][28300/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443384 +2023-12-05 05:38:29,481 - Epoch: [33][28400/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443539 +2023-12-05 05:39:18,348 - Epoch: [33][28500/31148] Overall Loss 0.009762 Objective Loss 0.000000 Distill Loss 0.009762 LR 0.000004 Time 0.443697 +2023-12-05 05:40:03,616 - Epoch: [33][28600/31148] Overall Loss 0.009761 Objective Loss 0.000000 Distill Loss 0.009761 LR 0.000004 Time 0.443729 +2023-12-05 05:40:44,668 - Epoch: [33][28700/31148] Overall Loss 0.009762 Objective Loss 0.000000 Distill Loss 0.009762 LR 0.000004 Time 0.443613 +2023-12-05 05:41:37,090 - Epoch: [33][28800/31148] Overall Loss 0.009762 Objective Loss 0.000000 Distill Loss 0.009762 LR 0.000004 Time 0.443892 +2023-12-05 05:42:37,130 - Epoch: [33][28900/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444434 +2023-12-05 05:43:23,489 - Epoch: [33][29000/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444499 +2023-12-05 05:44:06,803 - Epoch: [33][29100/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444460 +2023-12-05 05:44:51,609 - Epoch: [33][29200/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444472 +2023-12-05 05:45:36,116 - Epoch: [33][29300/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444474 +2023-12-05 05:46:21,716 - Epoch: [33][29400/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444513 +2023-12-05 05:47:08,078 - Epoch: [33][29500/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444578 +2023-12-05 05:47:52,605 - Epoch: [33][29600/31148] Overall Loss 0.009762 Objective Loss 0.000000 Distill Loss 0.009762 LR 0.000004 Time 0.444580 +2023-12-05 05:48:41,118 - Epoch: [33][29700/31148] Overall Loss 0.009762 Objective Loss 0.000000 Distill Loss 0.009762 LR 0.000004 Time 0.444716 +2023-12-05 05:49:22,539 - Epoch: [33][29800/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.444613 +2023-12-05 05:50:24,162 - Epoch: [33][29900/31148] Overall Loss 0.009763 Objective Loss 0.000000 Distill Loss 0.009763 LR 0.000004 Time 0.445187 +2023-12-05 05:51:14,564 - Epoch: [33][30000/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445383 +2023-12-05 05:51:54,977 - Epoch: [33][30100/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445246 +2023-12-05 05:52:41,723 - Epoch: [33][30200/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445319 +2023-12-05 05:53:25,964 - Epoch: [33][30300/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445309 +2023-12-05 05:54:11,055 - Epoch: [33][30400/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445327 +2023-12-05 05:55:09,304 - Epoch: [33][30500/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445777 +2023-12-05 05:55:52,793 - Epoch: [33][30600/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445741 +2023-12-05 05:56:29,434 - Epoch: [33][30700/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445482 +2023-12-05 05:57:12,135 - Epoch: [33][30800/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445422 +2023-12-05 05:58:08,185 - Epoch: [33][30900/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445794 +2023-12-05 05:58:46,809 - Epoch: [33][31000/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445602 +2023-12-05 05:59:27,881 - Epoch: [33][31100/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445490 +2023-12-05 05:59:56,511 - Epoch: [33][31148/31148] Overall Loss 0.009764 Objective Loss 0.000000 Distill Loss 0.009764 LR 0.000004 Time 0.445722 +2023-12-05 05:59:57,563 - --- validate (epoch=33)----------- +2023-12-05 05:59:57,563 - 167951 samples (100 per mini-batch) +2023-12-05 06:00:24,418 - Epoch: [33][ 100/ 1680] Loss 0.000000 Overall Loss 0.010318 +2023-12-05 06:00:47,202 - Epoch: [33][ 200/ 1680] Loss 0.000000 Overall Loss 0.010344 +2023-12-05 06:01:09,905 - Epoch: [33][ 300/ 1680] Loss 0.000000 Overall Loss 0.010346 +2023-12-05 06:01:34,118 - Epoch: [33][ 400/ 1680] Loss 0.000000 Overall Loss 0.010334 +2023-12-05 06:01:57,402 - Epoch: [33][ 500/ 1680] Loss 0.000000 Overall Loss 0.010335 +2023-12-05 06:02:20,374 - Epoch: [33][ 600/ 1680] Loss 0.000000 Overall Loss 0.010338 +2023-12-05 06:02:43,139 - Epoch: [33][ 700/ 1680] Loss 0.000000 Overall Loss 0.010336 +2023-12-05 06:03:05,770 - Epoch: [33][ 800/ 1680] Loss 0.000000 Overall Loss 0.010328 +2023-12-05 06:03:29,765 - Epoch: [33][ 900/ 1680] Loss 0.000000 Overall Loss 0.010333 +2023-12-05 06:03:52,513 - Epoch: [33][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010332 +2023-12-05 06:04:16,119 - Epoch: [33][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010336 +2023-12-05 06:04:38,809 - Epoch: [33][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010331 +2023-12-05 06:05:01,436 - Epoch: [33][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010331 +2023-12-05 06:05:24,053 - Epoch: [33][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010328 +2023-12-05 06:05:46,787 - Epoch: [33][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010328 +2023-12-05 06:06:10,079 - Epoch: [33][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010329 +2023-12-05 06:06:29,800 - Epoch: [33][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010329 +2023-12-05 06:06:30,435 - ==> Overall Loss: 0.010 + +2023-12-05 06:06:30,442 - ==> Best [Overall Loss: 0.010329 on epoch: 33] +2023-12-05 06:06:30,442 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-05 06:06:30,509 - + +2023-12-05 06:06:30,510 - Training epoch: 3114790 samples (100 per mini-batch) +2023-12-05 06:07:33,880 - Epoch: [34][ 100/31148] Overall Loss 0.009518 Objective Loss 0.000000 Distill Loss 0.009518 LR 0.000002 Time 0.633600 +2023-12-05 06:08:23,606 - Epoch: [34][ 200/31148] Overall Loss 0.009541 Objective Loss 0.000000 Distill Loss 0.009541 LR 0.000002 Time 0.565396 +2023-12-05 06:09:05,377 - Epoch: [34][ 300/31148] Overall Loss 0.009557 Objective Loss 0.000000 Distill Loss 0.009557 LR 0.000002 Time 0.516141 +2023-12-05 06:09:47,471 - Epoch: [34][ 400/31148] Overall Loss 0.009578 Objective Loss 0.000000 Distill Loss 0.009578 LR 0.000002 Time 0.492323 +2023-12-05 06:10:27,676 - Epoch: [34][ 500/31148] Overall Loss 0.009571 Objective Loss 0.000000 Distill Loss 0.009571 LR 0.000002 Time 0.474252 +2023-12-05 06:11:08,027 - Epoch: [34][ 600/31148] Overall Loss 0.009571 Objective Loss 0.000000 Distill Loss 0.009571 LR 0.000002 Time 0.462451 +2023-12-05 06:11:52,026 - Epoch: [34][ 700/31148] Overall Loss 0.009593 Objective Loss 0.000000 Distill Loss 0.009593 LR 0.000002 Time 0.459232 +2023-12-05 06:12:37,699 - Epoch: [34][ 800/31148] Overall Loss 0.009606 Objective Loss 0.000000 Distill Loss 0.009606 LR 0.000002 Time 0.458911 +2023-12-05 06:13:29,207 - Epoch: [34][ 900/31148] Overall Loss 0.009597 Objective Loss 0.000000 Distill Loss 0.009597 LR 0.000002 Time 0.465144 +2023-12-05 06:14:09,363 - Epoch: [34][ 1000/31148] Overall Loss 0.009595 Objective Loss 0.000000 Distill Loss 0.009595 LR 0.000002 Time 0.458777 +2023-12-05 06:14:56,014 - Epoch: [34][ 1100/31148] Overall Loss 0.009596 Objective Loss 0.000000 Distill Loss 0.009596 LR 0.000002 Time 0.459474 +2023-12-05 06:15:37,397 - Epoch: [34][ 1200/31148] Overall Loss 0.009594 Objective Loss 0.000000 Distill Loss 0.009594 LR 0.000002 Time 0.455664 +2023-12-05 06:16:25,177 - Epoch: [34][ 1300/31148] Overall Loss 0.009596 Objective Loss 0.000000 Distill Loss 0.009596 LR 0.000002 Time 0.457361 +2023-12-05 06:17:05,323 - Epoch: [34][ 1400/31148] Overall Loss 0.009600 Objective Loss 0.000000 Distill Loss 0.009600 LR 0.000002 Time 0.453363 +2023-12-05 06:17:46,352 - Epoch: [34][ 1500/31148] Overall Loss 0.009595 Objective Loss 0.000000 Distill Loss 0.009595 LR 0.000002 Time 0.450487 +2023-12-05 06:18:29,966 - Epoch: [34][ 1600/31148] Overall Loss 0.009595 Objective Loss 0.000000 Distill Loss 0.009595 LR 0.000002 Time 0.449585 +2023-12-05 06:19:23,681 - Epoch: [34][ 1700/31148] Overall Loss 0.009602 Objective Loss 0.000000 Distill Loss 0.009602 LR 0.000002 Time 0.454731 +2023-12-05 06:20:10,976 - Epoch: [34][ 1800/31148] Overall Loss 0.009605 Objective Loss 0.000000 Distill Loss 0.009605 LR 0.000002 Time 0.455740 +2023-12-05 06:20:54,185 - Epoch: [34][ 1900/31148] Overall Loss 0.009608 Objective Loss 0.000000 Distill Loss 0.009608 LR 0.000002 Time 0.454491 +2023-12-05 06:21:44,461 - Epoch: [34][ 2000/31148] Overall Loss 0.009609 Objective Loss 0.000000 Distill Loss 0.009609 LR 0.000002 Time 0.456901 +2023-12-05 06:22:23,788 - Epoch: [34][ 2100/31148] Overall Loss 0.009615 Objective Loss 0.000000 Distill Loss 0.009615 LR 0.000002 Time 0.453868 +2023-12-05 06:23:08,291 - Epoch: [34][ 2200/31148] Overall Loss 0.009618 Objective Loss 0.000000 Distill Loss 0.009618 LR 0.000002 Time 0.453463 +2023-12-05 06:23:50,005 - Epoch: [34][ 2300/31148] Overall Loss 0.009626 Objective Loss 0.000000 Distill Loss 0.009626 LR 0.000002 Time 0.451881 +2023-12-05 06:24:38,476 - Epoch: [34][ 2400/31148] Overall Loss 0.009629 Objective Loss 0.000000 Distill Loss 0.009629 LR 0.000002 Time 0.453245 +2023-12-05 06:25:25,329 - Epoch: [34][ 2500/31148] Overall Loss 0.009628 Objective Loss 0.000000 Distill Loss 0.009628 LR 0.000002 Time 0.453854 +2023-12-05 06:26:06,869 - Epoch: [34][ 2600/31148] Overall Loss 0.009633 Objective Loss 0.000000 Distill Loss 0.009633 LR 0.000002 Time 0.452372 +2023-12-05 06:26:42,851 - Epoch: [34][ 2700/31148] Overall Loss 0.009637 Objective Loss 0.000000 Distill Loss 0.009637 LR 0.000002 Time 0.448942 +2023-12-05 06:27:30,767 - Epoch: [34][ 2800/31148] Overall Loss 0.009636 Objective Loss 0.000000 Distill Loss 0.009636 LR 0.000002 Time 0.450018 +2023-12-05 06:28:19,314 - Epoch: [34][ 2900/31148] Overall Loss 0.009635 Objective Loss 0.000000 Distill Loss 0.009635 LR 0.000002 Time 0.451238 +2023-12-05 06:29:04,436 - Epoch: [34][ 3000/31148] Overall Loss 0.009636 Objective Loss 0.000000 Distill Loss 0.009636 LR 0.000002 Time 0.451235 +2023-12-05 06:29:51,017 - Epoch: [34][ 3100/31148] Overall Loss 0.009635 Objective Loss 0.000000 Distill Loss 0.009635 LR 0.000002 Time 0.451703 +2023-12-05 06:30:32,105 - Epoch: [34][ 3200/31148] Overall Loss 0.009640 Objective Loss 0.000000 Distill Loss 0.009640 LR 0.000002 Time 0.450425 +2023-12-05 06:31:23,201 - Epoch: [34][ 3300/31148] Overall Loss 0.009639 Objective Loss 0.000000 Distill Loss 0.009639 LR 0.000002 Time 0.452257 +2023-12-05 06:32:01,665 - Epoch: [34][ 3400/31148] Overall Loss 0.009639 Objective Loss 0.000000 Distill Loss 0.009639 LR 0.000002 Time 0.450266 +2023-12-05 06:32:37,326 - Epoch: [34][ 3500/31148] Overall Loss 0.009638 Objective Loss 0.000000 Distill Loss 0.009638 LR 0.000002 Time 0.447588 +2023-12-05 06:33:22,110 - Epoch: [34][ 3600/31148] Overall Loss 0.009641 Objective Loss 0.000000 Distill Loss 0.009641 LR 0.000002 Time 0.447593 +2023-12-05 06:34:01,515 - Epoch: [34][ 3700/31148] Overall Loss 0.009642 Objective Loss 0.000000 Distill Loss 0.009642 LR 0.000002 Time 0.446144 +2023-12-05 06:34:57,315 - Epoch: [34][ 3800/31148] Overall Loss 0.009643 Objective Loss 0.000000 Distill Loss 0.009643 LR 0.000002 Time 0.449086 +2023-12-05 06:35:40,284 - Epoch: [34][ 3900/31148] Overall Loss 0.009644 Objective Loss 0.000000 Distill Loss 0.009644 LR 0.000002 Time 0.448587 +2023-12-05 06:36:23,561 - Epoch: [34][ 4000/31148] Overall Loss 0.009645 Objective Loss 0.000000 Distill Loss 0.009645 LR 0.000002 Time 0.448189 +2023-12-05 06:37:14,962 - Epoch: [34][ 4100/31148] Overall Loss 0.009646 Objective Loss 0.000000 Distill Loss 0.009646 LR 0.000002 Time 0.449793 +2023-12-05 06:37:53,668 - Epoch: [34][ 4200/31148] Overall Loss 0.009647 Objective Loss 0.000000 Distill Loss 0.009647 LR 0.000002 Time 0.448298 +2023-12-05 06:38:43,179 - Epoch: [34][ 4300/31148] Overall Loss 0.009652 Objective Loss 0.000000 Distill Loss 0.009652 LR 0.000002 Time 0.449385 +2023-12-05 06:39:33,591 - Epoch: [34][ 4400/31148] Overall Loss 0.009651 Objective Loss 0.000000 Distill Loss 0.009651 LR 0.000002 Time 0.450627 +2023-12-05 06:40:17,508 - Epoch: [34][ 4500/31148] Overall Loss 0.009653 Objective Loss 0.000000 Distill Loss 0.009653 LR 0.000002 Time 0.450371 +2023-12-05 06:41:06,326 - Epoch: [34][ 4600/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.451191 +2023-12-05 06:41:51,706 - Epoch: [34][ 4700/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.451245 +2023-12-05 06:42:32,858 - Epoch: [34][ 4800/31148] Overall Loss 0.009654 Objective Loss 0.000000 Distill Loss 0.009654 LR 0.000002 Time 0.450416 +2023-12-05 06:43:11,964 - Epoch: [34][ 4900/31148] Overall Loss 0.009654 Objective Loss 0.000000 Distill Loss 0.009654 LR 0.000002 Time 0.449203 +2023-12-05 06:43:59,729 - Epoch: [34][ 5000/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.449770 +2023-12-05 06:44:49,588 - Epoch: [34][ 5100/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.450726 +2023-12-05 06:45:35,247 - Epoch: [34][ 5200/31148] Overall Loss 0.009659 Objective Loss 0.000000 Distill Loss 0.009659 LR 0.000002 Time 0.450837 +2023-12-05 06:46:26,266 - Epoch: [34][ 5300/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000002 Time 0.451956 +2023-12-05 06:47:11,820 - Epoch: [34][ 5400/31148] Overall Loss 0.009660 Objective Loss 0.000000 Distill Loss 0.009660 LR 0.000002 Time 0.452021 +2023-12-05 06:47:57,730 - Epoch: [34][ 5500/31148] Overall Loss 0.009661 Objective Loss 0.000000 Distill Loss 0.009661 LR 0.000002 Time 0.452148 +2023-12-05 06:48:47,907 - Epoch: [34][ 5600/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.453033 +2023-12-05 06:49:26,796 - Epoch: [34][ 5700/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.451907 +2023-12-05 06:50:05,792 - Epoch: [34][ 5800/31148] Overall Loss 0.009661 Objective Loss 0.000000 Distill Loss 0.009661 LR 0.000002 Time 0.450837 +2023-12-05 06:50:52,395 - Epoch: [34][ 5900/31148] Overall Loss 0.009660 Objective Loss 0.000000 Distill Loss 0.009660 LR 0.000002 Time 0.451094 +2023-12-05 06:51:29,806 - Epoch: [34][ 6000/31148] Overall Loss 0.009658 Objective Loss 0.000000 Distill Loss 0.009658 LR 0.000002 Time 0.449810 +2023-12-05 06:52:12,410 - Epoch: [34][ 6100/31148] Overall Loss 0.009660 Objective Loss 0.000000 Distill Loss 0.009660 LR 0.000002 Time 0.449419 +2023-12-05 06:53:03,425 - Epoch: [34][ 6200/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000002 Time 0.450397 +2023-12-05 06:53:43,685 - Epoch: [34][ 6300/31148] Overall Loss 0.009656 Objective Loss 0.000000 Distill Loss 0.009656 LR 0.000002 Time 0.449637 +2023-12-05 06:54:38,930 - Epoch: [34][ 6400/31148] Overall Loss 0.009656 Objective Loss 0.000000 Distill Loss 0.009656 LR 0.000002 Time 0.451243 +2023-12-05 06:55:27,101 - Epoch: [34][ 6500/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.451710 +2023-12-05 06:56:13,146 - Epoch: [34][ 6600/31148] Overall Loss 0.009652 Objective Loss 0.000000 Distill Loss 0.009652 LR 0.000002 Time 0.451841 +2023-12-05 06:56:59,069 - Epoch: [34][ 6700/31148] Overall Loss 0.009653 Objective Loss 0.000000 Distill Loss 0.009653 LR 0.000002 Time 0.451951 +2023-12-05 06:57:37,454 - Epoch: [34][ 6800/31148] Overall Loss 0.009653 Objective Loss 0.000000 Distill Loss 0.009653 LR 0.000002 Time 0.450948 +2023-12-05 06:58:29,428 - Epoch: [34][ 6900/31148] Overall Loss 0.009654 Objective Loss 0.000000 Distill Loss 0.009654 LR 0.000002 Time 0.451944 +2023-12-05 06:59:09,632 - Epoch: [34][ 7000/31148] Overall Loss 0.009654 Objective Loss 0.000000 Distill Loss 0.009654 LR 0.000002 Time 0.451230 +2023-12-05 06:59:54,899 - Epoch: [34][ 7100/31148] Overall Loss 0.009654 Objective Loss 0.000000 Distill Loss 0.009654 LR 0.000002 Time 0.451249 +2023-12-05 07:00:43,583 - Epoch: [34][ 7200/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.451743 +2023-12-05 07:01:25,359 - Epoch: [34][ 7300/31148] Overall Loss 0.009658 Objective Loss 0.000000 Distill Loss 0.009658 LR 0.000002 Time 0.451276 +2023-12-05 07:02:06,007 - Epoch: [34][ 7400/31148] Overall Loss 0.009658 Objective Loss 0.000000 Distill Loss 0.009658 LR 0.000002 Time 0.450670 +2023-12-05 07:02:44,827 - Epoch: [34][ 7500/31148] Overall Loss 0.009659 Objective Loss 0.000000 Distill Loss 0.009659 LR 0.000002 Time 0.449836 +2023-12-05 07:03:32,721 - Epoch: [34][ 7600/31148] Overall Loss 0.009658 Objective Loss 0.000000 Distill Loss 0.009658 LR 0.000002 Time 0.450218 +2023-12-05 07:04:32,944 - Epoch: [34][ 7700/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000002 Time 0.452191 +2023-12-05 07:05:14,711 - Epoch: [34][ 7800/31148] Overall Loss 0.009656 Objective Loss 0.000000 Distill Loss 0.009656 LR 0.000002 Time 0.451748 +2023-12-05 07:05:55,672 - Epoch: [34][ 7900/31148] Overall Loss 0.009656 Objective Loss 0.000000 Distill Loss 0.009656 LR 0.000002 Time 0.451213 +2023-12-05 07:06:44,618 - Epoch: [34][ 8000/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.451691 +2023-12-05 07:07:29,114 - Epoch: [34][ 8100/31148] Overall Loss 0.009655 Objective Loss 0.000000 Distill Loss 0.009655 LR 0.000002 Time 0.451607 +2023-12-05 07:08:18,503 - Epoch: [34][ 8200/31148] Overall Loss 0.009654 Objective Loss 0.000000 Distill Loss 0.009654 LR 0.000002 Time 0.452121 +2023-12-05 07:09:00,875 - Epoch: [34][ 8300/31148] Overall Loss 0.009656 Objective Loss 0.000000 Distill Loss 0.009656 LR 0.000002 Time 0.451778 +2023-12-05 07:09:42,018 - Epoch: [34][ 8400/31148] Overall Loss 0.009656 Objective Loss 0.000000 Distill Loss 0.009656 LR 0.000002 Time 0.451297 +2023-12-05 07:10:21,387 - Epoch: [34][ 8500/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000002 Time 0.450619 +2023-12-05 07:11:01,533 - Epoch: [34][ 8600/31148] Overall Loss 0.009656 Objective Loss 0.000000 Distill Loss 0.009656 LR 0.000002 Time 0.450046 +2023-12-05 07:11:45,521 - Epoch: [34][ 8700/31148] Overall Loss 0.009658 Objective Loss 0.000000 Distill Loss 0.009658 LR 0.000002 Time 0.449929 +2023-12-05 07:12:33,409 - Epoch: [34][ 8800/31148] Overall Loss 0.009659 Objective Loss 0.000000 Distill Loss 0.009659 LR 0.000002 Time 0.450257 +2023-12-05 07:13:14,523 - Epoch: [34][ 8900/31148] Overall Loss 0.009658 Objective Loss 0.000000 Distill Loss 0.009658 LR 0.000002 Time 0.449816 +2023-12-05 07:14:01,608 - Epoch: [34][ 9000/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000002 Time 0.450049 +2023-12-05 07:14:48,197 - Epoch: [34][ 9100/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000002 Time 0.450222 +2023-12-05 07:15:35,467 - Epoch: [34][ 9200/31148] Overall Loss 0.009657 Objective Loss 0.000000 Distill Loss 0.009657 LR 0.000002 Time 0.450466 +2023-12-05 07:16:14,601 - Epoch: [34][ 9300/31148] Overall Loss 0.009658 Objective Loss 0.000000 Distill Loss 0.009658 LR 0.000002 Time 0.449829 +2023-12-05 07:16:58,879 - Epoch: [34][ 9400/31148] Overall Loss 0.009660 Objective Loss 0.000000 Distill Loss 0.009660 LR 0.000002 Time 0.449754 +2023-12-05 07:17:38,903 - Epoch: [34][ 9500/31148] Overall Loss 0.009659 Objective Loss 0.000000 Distill Loss 0.009659 LR 0.000002 Time 0.449232 +2023-12-05 07:18:26,826 - Epoch: [34][ 9600/31148] Overall Loss 0.009661 Objective Loss 0.000000 Distill Loss 0.009661 LR 0.000002 Time 0.449543 +2023-12-05 07:19:12,571 - Epoch: [34][ 9700/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.449624 +2023-12-05 07:19:59,123 - Epoch: [34][ 9800/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000002 Time 0.449786 +2023-12-05 07:20:39,816 - Epoch: [34][ 9900/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.449352 +2023-12-05 07:21:23,178 - Epoch: [34][10000/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.449194 +2023-12-05 07:22:03,569 - Epoch: [34][10100/31148] Overall Loss 0.009661 Objective Loss 0.000000 Distill Loss 0.009661 LR 0.000002 Time 0.448745 +2023-12-05 07:22:48,039 - Epoch: [34][10200/31148] Overall Loss 0.009660 Objective Loss 0.000000 Distill Loss 0.009660 LR 0.000002 Time 0.448705 +2023-12-05 07:23:29,276 - Epoch: [34][10300/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.448351 +2023-12-05 07:24:08,445 - Epoch: [34][10400/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.447806 +2023-12-05 07:24:48,681 - Epoch: [34][10500/31148] Overall Loss 0.009662 Objective Loss 0.000000 Distill Loss 0.009662 LR 0.000002 Time 0.447372 +2023-12-05 07:25:33,808 - Epoch: [34][10600/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000002 Time 0.447408 +2023-12-05 07:26:14,943 - Epoch: [34][10700/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000002 Time 0.447071 +2023-12-05 07:27:00,771 - Epoch: [34][10800/31148] Overall Loss 0.009664 Objective Loss 0.000000 Distill Loss 0.009664 LR 0.000002 Time 0.447174 +2023-12-05 07:27:51,557 - Epoch: [34][10900/31148] Overall Loss 0.009664 Objective Loss 0.000000 Distill Loss 0.009664 LR 0.000002 Time 0.447730 +2023-12-05 07:28:41,495 - Epoch: [34][11000/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000002 Time 0.448199 +2023-12-05 07:29:29,684 - Epoch: [34][11100/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000002 Time 0.448502 +2023-12-05 07:30:13,110 - Epoch: [34][11200/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000002 Time 0.448374 +2023-12-05 07:30:55,015 - Epoch: [34][11300/31148] Overall Loss 0.009663 Objective Loss 0.000000 Distill Loss 0.009663 LR 0.000002 Time 0.448114 +2023-12-05 07:31:47,067 - Epoch: [34][11400/31148] Overall Loss 0.009664 Objective Loss 0.000000 Distill Loss 0.009664 LR 0.000002 Time 0.448748 +2023-12-05 07:32:34,362 - Epoch: [34][11500/31148] Overall Loss 0.009665 Objective Loss 0.000000 Distill Loss 0.009665 LR 0.000002 Time 0.448958 +2023-12-05 07:33:15,847 - Epoch: [34][11600/31148] Overall Loss 0.009665 Objective Loss 0.000000 Distill Loss 0.009665 LR 0.000002 Time 0.448664 +2023-12-05 07:34:03,291 - Epoch: [34][11700/31148] Overall Loss 0.009665 Objective Loss 0.000000 Distill Loss 0.009665 LR 0.000002 Time 0.448883 +2023-12-05 07:34:51,060 - Epoch: [34][11800/31148] Overall Loss 0.009665 Objective Loss 0.000000 Distill Loss 0.009665 LR 0.000002 Time 0.449127 +2023-12-05 07:35:39,968 - Epoch: [34][11900/31148] Overall Loss 0.009666 Objective Loss 0.000000 Distill Loss 0.009666 LR 0.000002 Time 0.449462 +2023-12-05 07:36:23,999 - Epoch: [34][12000/31148] Overall Loss 0.009666 Objective Loss 0.000000 Distill Loss 0.009666 LR 0.000002 Time 0.449385 +2023-12-05 07:37:11,865 - Epoch: [34][12100/31148] Overall Loss 0.009666 Objective Loss 0.000000 Distill Loss 0.009666 LR 0.000002 Time 0.449626 +2023-12-05 07:37:49,571 - Epoch: [34][12200/31148] Overall Loss 0.009666 Objective Loss 0.000000 Distill Loss 0.009666 LR 0.000002 Time 0.449031 +2023-12-05 07:38:31,118 - Epoch: [34][12300/31148] Overall Loss 0.009666 Objective Loss 0.000000 Distill Loss 0.009666 LR 0.000002 Time 0.448758 +2023-12-05 07:39:19,503 - Epoch: [34][12400/31148] Overall Loss 0.009667 Objective Loss 0.000000 Distill Loss 0.009667 LR 0.000002 Time 0.449040 +2023-12-05 07:40:03,457 - Epoch: [34][12500/31148] Overall Loss 0.009666 Objective Loss 0.000000 Distill Loss 0.009666 LR 0.000002 Time 0.448963 +2023-12-05 07:40:51,092 - Epoch: [34][12600/31148] Overall Loss 0.009667 Objective Loss 0.000000 Distill Loss 0.009667 LR 0.000002 Time 0.449180 +2023-12-05 07:41:30,967 - Epoch: [34][12700/31148] Overall Loss 0.009667 Objective Loss 0.000000 Distill Loss 0.009667 LR 0.000002 Time 0.448783 +2023-12-05 07:42:15,522 - Epoch: [34][12800/31148] Overall Loss 0.009667 Objective Loss 0.000000 Distill Loss 0.009667 LR 0.000002 Time 0.448757 +2023-12-05 07:42:55,303 - Epoch: [34][12900/31148] Overall Loss 0.009667 Objective Loss 0.000000 Distill Loss 0.009667 LR 0.000002 Time 0.448361 +2023-12-05 07:43:41,206 - Epoch: [34][13000/31148] Overall Loss 0.009669 Objective Loss 0.000000 Distill Loss 0.009669 LR 0.000002 Time 0.448443 +2023-12-05 07:44:32,844 - Epoch: [34][13100/31148] Overall Loss 0.009669 Objective Loss 0.000000 Distill Loss 0.009669 LR 0.000002 Time 0.448961 +2023-12-05 07:45:22,177 - Epoch: [34][13200/31148] Overall Loss 0.009671 Objective Loss 0.000000 Distill Loss 0.009671 LR 0.000002 Time 0.449296 +2023-12-05 07:46:02,360 - Epoch: [34][13300/31148] Overall Loss 0.009670 Objective Loss 0.000000 Distill Loss 0.009670 LR 0.000002 Time 0.448939 +2023-12-05 07:46:47,297 - Epoch: [34][13400/31148] Overall Loss 0.009670 Objective Loss 0.000000 Distill Loss 0.009670 LR 0.000002 Time 0.448942 +2023-12-05 07:47:37,895 - Epoch: [34][13500/31148] Overall Loss 0.009671 Objective Loss 0.000000 Distill Loss 0.009671 LR 0.000002 Time 0.449364 +2023-12-05 07:48:19,024 - Epoch: [34][13600/31148] Overall Loss 0.009671 Objective Loss 0.000000 Distill Loss 0.009671 LR 0.000002 Time 0.449083 +2023-12-05 07:48:53,540 - Epoch: [34][13700/31148] Overall Loss 0.009672 Objective Loss 0.000000 Distill Loss 0.009672 LR 0.000002 Time 0.448324 +2023-12-05 07:49:40,293 - Epoch: [34][13800/31148] Overall Loss 0.009673 Objective Loss 0.000000 Distill Loss 0.009673 LR 0.000002 Time 0.448463 +2023-12-05 07:50:19,277 - Epoch: [34][13900/31148] Overall Loss 0.009673 Objective Loss 0.000000 Distill Loss 0.009673 LR 0.000002 Time 0.448040 +2023-12-05 07:51:15,870 - Epoch: [34][14000/31148] Overall Loss 0.009674 Objective Loss 0.000000 Distill Loss 0.009674 LR 0.000002 Time 0.448882 +2023-12-05 07:52:05,726 - Epoch: [34][14100/31148] Overall Loss 0.009674 Objective Loss 0.000000 Distill Loss 0.009674 LR 0.000002 Time 0.449234 +2023-12-05 07:52:57,538 - Epoch: [34][14200/31148] Overall Loss 0.009674 Objective Loss 0.000000 Distill Loss 0.009674 LR 0.000002 Time 0.449718 +2023-12-05 07:53:42,532 - Epoch: [34][14300/31148] Overall Loss 0.009674 Objective Loss 0.000000 Distill Loss 0.009674 LR 0.000002 Time 0.449719 +2023-12-05 07:54:26,779 - Epoch: [34][14400/31148] Overall Loss 0.009674 Objective Loss 0.000000 Distill Loss 0.009674 LR 0.000002 Time 0.449669 +2023-12-05 07:55:10,136 - Epoch: [34][14500/31148] Overall Loss 0.009675 Objective Loss 0.000000 Distill Loss 0.009675 LR 0.000002 Time 0.449557 +2023-12-05 07:56:02,624 - Epoch: [34][14600/31148] Overall Loss 0.009675 Objective Loss 0.000000 Distill Loss 0.009675 LR 0.000002 Time 0.450073 +2023-12-05 07:56:48,784 - Epoch: [34][14700/31148] Overall Loss 0.009674 Objective Loss 0.000000 Distill Loss 0.009674 LR 0.000002 Time 0.450150 +2023-12-05 07:57:31,496 - Epoch: [34][14800/31148] Overall Loss 0.009674 Objective Loss 0.000000 Distill Loss 0.009674 LR 0.000002 Time 0.449994 +2023-12-05 07:58:20,431 - Epoch: [34][14900/31148] Overall Loss 0.009675 Objective Loss 0.000000 Distill Loss 0.009675 LR 0.000002 Time 0.450258 +2023-12-05 07:59:01,944 - Epoch: [34][15000/31148] Overall Loss 0.009675 Objective Loss 0.000000 Distill Loss 0.009675 LR 0.000002 Time 0.450023 +2023-12-05 07:59:48,505 - Epoch: [34][15100/31148] Overall Loss 0.009677 Objective Loss 0.000000 Distill Loss 0.009677 LR 0.000002 Time 0.450126 +2023-12-05 08:00:29,136 - Epoch: [34][15200/31148] Overall Loss 0.009677 Objective Loss 0.000000 Distill Loss 0.009677 LR 0.000002 Time 0.449837 +2023-12-05 08:01:15,684 - Epoch: [34][15300/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.449939 +2023-12-05 08:01:52,152 - Epoch: [34][15400/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.449385 +2023-12-05 08:02:32,424 - Epoch: [34][15500/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.449084 +2023-12-05 08:03:16,706 - Epoch: [34][15600/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.449043 +2023-12-05 08:04:02,443 - Epoch: [34][15700/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.449096 +2023-12-05 08:04:40,956 - Epoch: [34][15800/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.448690 +2023-12-05 08:05:26,122 - Epoch: [34][15900/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.448708 +2023-12-05 08:06:04,419 - Epoch: [34][16000/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.448297 +2023-12-05 08:06:46,915 - Epoch: [34][16100/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.448152 +2023-12-05 08:07:38,808 - Epoch: [34][16200/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.448588 +2023-12-05 08:08:26,998 - Epoch: [34][16300/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.448792 +2023-12-05 08:09:11,815 - Epoch: [34][16400/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.448788 +2023-12-05 08:09:58,186 - Epoch: [34][16500/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.448878 +2023-12-05 08:10:38,060 - Epoch: [34][16600/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.448575 +2023-12-05 08:11:21,600 - Epoch: [34][16700/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.448496 +2023-12-05 08:12:06,660 - Epoch: [34][16800/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.448508 +2023-12-05 08:12:45,602 - Epoch: [34][16900/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.448158 +2023-12-05 08:13:25,089 - Epoch: [34][17000/31148] Overall Loss 0.009678 Objective Loss 0.000000 Distill Loss 0.009678 LR 0.000002 Time 0.447844 +2023-12-05 08:14:00,546 - Epoch: [34][17100/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.447298 +2023-12-05 08:14:50,005 - Epoch: [34][17200/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.447573 +2023-12-05 08:15:36,325 - Epoch: [34][17300/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.447663 +2023-12-05 08:16:20,004 - Epoch: [34][17400/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.447600 +2023-12-05 08:17:03,555 - Epoch: [34][17500/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.447530 +2023-12-05 08:17:43,590 - Epoch: [34][17600/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.447262 +2023-12-05 08:18:24,781 - Epoch: [34][17700/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.447062 +2023-12-05 08:19:01,948 - Epoch: [34][17800/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.446638 +2023-12-05 08:19:43,167 - Epoch: [34][17900/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.446445 +2023-12-05 08:20:29,376 - Epoch: [34][18000/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.446532 +2023-12-05 08:21:22,497 - Epoch: [34][18100/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.446999 +2023-12-05 08:22:02,023 - Epoch: [34][18200/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.446714 +2023-12-05 08:22:47,223 - Epoch: [34][18300/31148] Overall Loss 0.009679 Objective Loss 0.000000 Distill Loss 0.009679 LR 0.000002 Time 0.446743 +2023-12-05 08:23:29,479 - Epoch: [34][18400/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446611 +2023-12-05 08:24:12,639 - Epoch: [34][18500/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446529 +2023-12-05 08:24:56,843 - Epoch: [34][18600/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446505 +2023-12-05 08:25:34,393 - Epoch: [34][18700/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446125 +2023-12-05 08:26:21,028 - Epoch: [34][18800/31148] Overall Loss 0.009681 Objective Loss 0.000000 Distill Loss 0.009681 LR 0.000002 Time 0.446232 +2023-12-05 08:27:00,766 - Epoch: [34][18900/31148] Overall Loss 0.009681 Objective Loss 0.000000 Distill Loss 0.009681 LR 0.000002 Time 0.445973 +2023-12-05 08:27:47,856 - Epoch: [34][19000/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446104 +2023-12-05 08:28:30,362 - Epoch: [34][19100/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.445993 +2023-12-05 08:29:17,551 - Epoch: [34][19200/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446128 +2023-12-05 08:30:04,865 - Epoch: [34][19300/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446268 +2023-12-05 08:30:46,164 - Epoch: [34][19400/31148] Overall Loss 0.009680 Objective Loss 0.000000 Distill Loss 0.009680 LR 0.000002 Time 0.446096 +2023-12-05 08:31:28,049 - Epoch: [34][19500/31148] Overall Loss 0.009681 Objective Loss 0.000000 Distill Loss 0.009681 LR 0.000002 Time 0.445956 +2023-12-05 08:32:19,970 - Epoch: [34][19600/31148] Overall Loss 0.009681 Objective Loss 0.000000 Distill Loss 0.009681 LR 0.000002 Time 0.446329 +2023-12-05 08:33:08,144 - Epoch: [34][19700/31148] Overall Loss 0.009681 Objective Loss 0.000000 Distill Loss 0.009681 LR 0.000002 Time 0.446508 +2023-12-05 08:33:51,244 - Epoch: [34][19800/31148] Overall Loss 0.009682 Objective Loss 0.000000 Distill Loss 0.009682 LR 0.000002 Time 0.446430 +2023-12-05 08:34:37,318 - Epoch: [34][19900/31148] Overall Loss 0.009682 Objective Loss 0.000000 Distill Loss 0.009682 LR 0.000002 Time 0.446501 +2023-12-05 08:35:14,977 - Epoch: [34][20000/31148] Overall Loss 0.009682 Objective Loss 0.000000 Distill Loss 0.009682 LR 0.000002 Time 0.446151 +2023-12-05 08:36:02,367 - Epoch: [34][20100/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.446289 +2023-12-05 08:36:45,065 - Epoch: [34][20200/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.446193 +2023-12-05 08:37:20,768 - Epoch: [34][20300/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.445753 +2023-12-05 08:38:06,325 - Epoch: [34][20400/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.445801 +2023-12-05 08:38:44,983 - Epoch: [34][20500/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.445512 +2023-12-05 08:39:26,734 - Epoch: [34][20600/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.445376 +2023-12-05 08:40:12,687 - Epoch: [34][20700/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.445444 +2023-12-05 08:41:02,099 - Epoch: [34][20800/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.445677 +2023-12-05 08:41:35,144 - Epoch: [34][20900/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.445126 +2023-12-05 08:42:05,288 - Epoch: [34][21000/31148] Overall Loss 0.009683 Objective Loss 0.000000 Distill Loss 0.009683 LR 0.000002 Time 0.444441 +2023-12-05 08:42:33,160 - Epoch: [34][21100/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.443656 +2023-12-05 08:43:00,757 - Epoch: [34][21200/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.442865 +2023-12-05 08:43:28,747 - Epoch: [34][21300/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.442099 +2023-12-05 08:43:56,611 - Epoch: [34][21400/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.441335 +2023-12-05 08:44:24,458 - Epoch: [34][21500/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.440578 +2023-12-05 08:44:52,295 - Epoch: [34][21600/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.439827 +2023-12-05 08:45:19,966 - Epoch: [34][21700/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.439075 +2023-12-05 08:45:47,535 - Epoch: [34][21800/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.438325 +2023-12-05 08:46:15,300 - Epoch: [34][21900/31148] Overall Loss 0.009684 Objective Loss 0.000000 Distill Loss 0.009684 LR 0.000002 Time 0.437591 +2023-12-05 08:46:43,002 - Epoch: [34][22000/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.436861 +2023-12-05 08:47:21,010 - Epoch: [34][22100/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.436604 +2023-12-05 08:48:18,243 - Epoch: [34][22200/31148] Overall Loss 0.009686 Objective Loss 0.000000 Distill Loss 0.009686 LR 0.000002 Time 0.437215 +2023-12-05 08:49:10,052 - Epoch: [34][22300/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.437577 +2023-12-05 08:49:58,385 - Epoch: [34][22400/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.437781 +2023-12-05 08:50:51,820 - Epoch: [34][22500/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.438210 +2023-12-05 08:51:43,470 - Epoch: [34][22600/31148] Overall Loss 0.009686 Objective Loss 0.000000 Distill Loss 0.009686 LR 0.000002 Time 0.438556 +2023-12-05 08:52:31,094 - Epoch: [34][22700/31148] Overall Loss 0.009686 Objective Loss 0.000000 Distill Loss 0.009686 LR 0.000002 Time 0.438722 +2023-12-05 08:53:22,537 - Epoch: [34][22800/31148] Overall Loss 0.009686 Objective Loss 0.000000 Distill Loss 0.009686 LR 0.000002 Time 0.439054 +2023-12-05 08:54:03,938 - Epoch: [34][22900/31148] Overall Loss 0.009686 Objective Loss 0.000000 Distill Loss 0.009686 LR 0.000002 Time 0.438944 +2023-12-05 08:55:03,000 - Epoch: [34][23000/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.439603 +2023-12-05 08:55:50,280 - Epoch: [34][23100/31148] Overall Loss 0.009685 Objective Loss 0.000000 Distill Loss 0.009685 LR 0.000002 Time 0.439747 +2023-12-05 08:56:35,477 - Epoch: [34][23200/31148] Overall Loss 0.009686 Objective Loss 0.000000 Distill Loss 0.009686 LR 0.000002 Time 0.439799 +2023-12-05 08:57:22,521 - Epoch: [34][23300/31148] Overall Loss 0.009687 Objective Loss 0.000000 Distill Loss 0.009687 LR 0.000002 Time 0.439930 +2023-12-05 08:58:10,093 - Epoch: [34][23400/31148] Overall Loss 0.009687 Objective Loss 0.000000 Distill Loss 0.009687 LR 0.000002 Time 0.440083 +2023-12-05 08:58:58,932 - Epoch: [34][23500/31148] Overall Loss 0.009687 Objective Loss 0.000000 Distill Loss 0.009687 LR 0.000002 Time 0.440288 +2023-12-05 08:59:46,088 - Epoch: [34][23600/31148] Overall Loss 0.009687 Objective Loss 0.000000 Distill Loss 0.009687 LR 0.000002 Time 0.440420 +2023-12-05 09:00:40,528 - Epoch: [34][23700/31148] Overall Loss 0.009687 Objective Loss 0.000000 Distill Loss 0.009687 LR 0.000002 Time 0.440859 +2023-12-05 09:01:42,246 - Epoch: [34][23800/31148] Overall Loss 0.009687 Objective Loss 0.000000 Distill Loss 0.009687 LR 0.000002 Time 0.441599 +2023-12-05 09:02:31,719 - Epoch: [34][23900/31148] Overall Loss 0.009688 Objective Loss 0.000000 Distill Loss 0.009688 LR 0.000002 Time 0.441821 +2023-12-05 09:03:19,864 - Epoch: [34][24000/31148] Overall Loss 0.009688 Objective Loss 0.000000 Distill Loss 0.009688 LR 0.000002 Time 0.441986 +2023-12-05 09:04:01,147 - Epoch: [34][24100/31148] Overall Loss 0.009688 Objective Loss 0.000000 Distill Loss 0.009688 LR 0.000002 Time 0.441865 +2023-12-05 09:04:55,080 - Epoch: [34][24200/31148] Overall Loss 0.009688 Objective Loss 0.000000 Distill Loss 0.009688 LR 0.000002 Time 0.442267 +2023-12-05 09:05:43,599 - Epoch: [34][24300/31148] Overall Loss 0.009688 Objective Loss 0.000000 Distill Loss 0.009688 LR 0.000002 Time 0.442443 +2023-12-05 09:06:23,251 - Epoch: [34][24400/31148] Overall Loss 0.009688 Objective Loss 0.000000 Distill Loss 0.009688 LR 0.000002 Time 0.442255 +2023-12-05 09:07:09,020 - Epoch: [34][24500/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.442318 +2023-12-05 09:07:51,180 - Epoch: [34][24600/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.442233 +2023-12-05 09:08:34,369 - Epoch: [34][24700/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.442191 +2023-12-05 09:09:22,730 - Epoch: [34][24800/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.442358 +2023-12-05 09:10:05,940 - Epoch: [34][24900/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.442316 +2023-12-05 09:10:55,049 - Epoch: [34][25000/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.442511 +2023-12-05 09:11:52,420 - Epoch: [34][25100/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.443033 +2023-12-05 09:12:38,444 - Epoch: [34][25200/31148] Overall Loss 0.009689 Objective Loss 0.000000 Distill Loss 0.009689 LR 0.000002 Time 0.443101 +2023-12-05 09:13:36,733 - Epoch: [34][25300/31148] Overall Loss 0.009690 Objective Loss 0.000000 Distill Loss 0.009690 LR 0.000002 Time 0.443654 +2023-12-05 09:14:28,988 - Epoch: [34][25400/31148] Overall Loss 0.009690 Objective Loss 0.000000 Distill Loss 0.009690 LR 0.000002 Time 0.443964 +2023-12-05 09:15:09,178 - Epoch: [34][25500/31148] Overall Loss 0.009690 Objective Loss 0.000000 Distill Loss 0.009690 LR 0.000002 Time 0.443799 +2023-12-05 09:15:50,764 - Epoch: [34][25600/31148] Overall Loss 0.009690 Objective Loss 0.000000 Distill Loss 0.009690 LR 0.000002 Time 0.443689 +2023-12-05 09:16:38,764 - Epoch: [34][25700/31148] Overall Loss 0.009690 Objective Loss 0.000000 Distill Loss 0.009690 LR 0.000002 Time 0.443830 +2023-12-05 09:17:27,635 - Epoch: [34][25800/31148] Overall Loss 0.009691 Objective Loss 0.000000 Distill Loss 0.009691 LR 0.000002 Time 0.444004 +2023-12-05 09:18:11,691 - Epoch: [34][25900/31148] Overall Loss 0.009691 Objective Loss 0.000000 Distill Loss 0.009691 LR 0.000002 Time 0.443990 +2023-12-05 09:18:50,165 - Epoch: [34][26000/31148] Overall Loss 0.009691 Objective Loss 0.000000 Distill Loss 0.009691 LR 0.000002 Time 0.443762 +2023-12-05 09:19:42,030 - Epoch: [34][26100/31148] Overall Loss 0.009691 Objective Loss 0.000000 Distill Loss 0.009691 LR 0.000002 Time 0.444049 +2023-12-05 09:20:28,936 - Epoch: [34][26200/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000002 Time 0.444144 +2023-12-05 09:21:16,560 - Epoch: [34][26300/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000002 Time 0.444266 +2023-12-05 09:22:03,003 - Epoch: [34][26400/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000002 Time 0.444342 +2023-12-05 09:22:52,898 - Epoch: [34][26500/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000002 Time 0.444548 +2023-12-05 09:23:31,123 - Epoch: [34][26600/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000002 Time 0.444313 +2023-12-05 09:24:14,573 - Epoch: [34][26700/31148] Overall Loss 0.009692 Objective Loss 0.000000 Distill Loss 0.009692 LR 0.000002 Time 0.444276 +2023-12-05 09:24:55,452 - Epoch: [34][26800/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444144 +2023-12-05 09:25:46,916 - Epoch: [34][26900/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444405 +2023-12-05 09:26:31,283 - Epoch: [34][27000/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444402 +2023-12-05 09:27:19,873 - Epoch: [34][27100/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444555 +2023-12-05 09:28:03,989 - Epoch: [34][27200/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444543 +2023-12-05 09:28:44,671 - Epoch: [34][27300/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444404 +2023-12-05 09:29:22,965 - Epoch: [34][27400/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444180 +2023-12-05 09:30:05,788 - Epoch: [34][27500/31148] Overall Loss 0.009693 Objective Loss 0.000000 Distill Loss 0.009693 LR 0.000002 Time 0.444121 +2023-12-05 09:30:54,304 - Epoch: [34][27600/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444270 +2023-12-05 09:31:40,957 - Epoch: [34][27700/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444350 +2023-12-05 09:32:34,934 - Epoch: [34][27800/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444693 +2023-12-05 09:33:17,791 - Epoch: [34][27900/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444635 +2023-12-05 09:34:07,569 - Epoch: [34][28000/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444824 +2023-12-05 09:34:46,966 - Epoch: [34][28100/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444643 +2023-12-05 09:35:40,963 - Epoch: [34][28200/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444981 +2023-12-05 09:36:23,103 - Epoch: [34][28300/31148] Overall Loss 0.009694 Objective Loss 0.000000 Distill Loss 0.009694 LR 0.000002 Time 0.444897 +2023-12-05 09:37:04,326 - Epoch: [34][28400/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.444782 +2023-12-05 09:37:45,991 - Epoch: [34][28500/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.444683 +2023-12-05 09:38:41,601 - Epoch: [34][28600/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445072 +2023-12-05 09:39:28,851 - Epoch: [34][28700/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445168 +2023-12-05 09:40:11,785 - Epoch: [34][28800/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445112 +2023-12-05 09:41:02,917 - Epoch: [34][28900/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445341 +2023-12-05 09:41:49,602 - Epoch: [34][29000/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445415 +2023-12-05 09:42:41,979 - Epoch: [34][29100/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445684 +2023-12-05 09:43:37,995 - Epoch: [34][29200/31148] Overall Loss 0.009696 Objective Loss 0.000000 Distill Loss 0.009696 LR 0.000002 Time 0.446076 +2023-12-05 09:44:12,650 - Epoch: [34][29300/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445736 +2023-12-05 09:44:58,678 - Epoch: [34][29400/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445785 +2023-12-05 09:45:44,303 - Epoch: [34][29500/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445821 +2023-12-05 09:46:22,534 - Epoch: [34][29600/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445606 +2023-12-05 09:47:11,272 - Epoch: [34][29700/31148] Overall Loss 0.009695 Objective Loss 0.000000 Distill Loss 0.009695 LR 0.000002 Time 0.445746 +2023-12-05 09:47:55,663 - Epoch: [34][29800/31148] Overall Loss 0.009696 Objective Loss 0.000000 Distill Loss 0.009696 LR 0.000002 Time 0.445740 +2023-12-05 09:48:39,959 - Epoch: [34][29900/31148] Overall Loss 0.009696 Objective Loss 0.000000 Distill Loss 0.009696 LR 0.000002 Time 0.445730 +2023-12-05 09:49:26,122 - Epoch: [34][30000/31148] Overall Loss 0.009696 Objective Loss 0.000000 Distill Loss 0.009696 LR 0.000002 Time 0.445783 +2023-12-05 09:50:14,690 - Epoch: [34][30100/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445915 +2023-12-05 09:50:55,329 - Epoch: [34][30200/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445784 +2023-12-05 09:51:40,430 - Epoch: [34][30300/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445801 +2023-12-05 09:52:19,825 - Epoch: [34][30400/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445630 +2023-12-05 09:53:07,334 - Epoch: [34][30500/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445727 +2023-12-05 09:53:52,874 - Epoch: [34][30600/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445758 +2023-12-05 09:54:34,969 - Epoch: [34][30700/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445677 +2023-12-05 09:55:14,991 - Epoch: [34][30800/31148] Overall Loss 0.009697 Objective Loss 0.000000 Distill Loss 0.009697 LR 0.000002 Time 0.445529 +2023-12-05 09:55:56,702 - Epoch: [34][30900/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000002 Time 0.445437 +2023-12-05 09:56:38,525 - Epoch: [34][31000/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000002 Time 0.445349 +2023-12-05 09:57:25,501 - Epoch: [34][31100/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000002 Time 0.445427 +2023-12-05 09:57:44,897 - Epoch: [34][31148/31148] Overall Loss 0.009698 Objective Loss 0.000000 Distill Loss 0.009698 LR 0.000002 Time 0.445364 +2023-12-05 09:57:45,749 - --- validate (epoch=34)----------- +2023-12-05 09:57:45,749 - 167951 samples (100 per mini-batch) +2023-12-05 09:58:15,280 - Epoch: [34][ 100/ 1680] Loss 0.000000 Overall Loss 0.010368 +2023-12-05 09:58:38,120 - Epoch: [34][ 200/ 1680] Loss 0.000000 Overall Loss 0.010381 +2023-12-05 09:59:00,742 - Epoch: [34][ 300/ 1680] Loss 0.000000 Overall Loss 0.010400 +2023-12-05 09:59:23,575 - Epoch: [34][ 400/ 1680] Loss 0.000000 Overall Loss 0.010385 +2023-12-05 09:59:46,362 - Epoch: [34][ 500/ 1680] Loss 0.000000 Overall Loss 0.010387 +2023-12-05 10:00:09,126 - Epoch: [34][ 600/ 1680] Loss 0.000000 Overall Loss 0.010383 +2023-12-05 10:00:32,548 - Epoch: [34][ 700/ 1680] Loss 0.000000 Overall Loss 0.010380 +2023-12-05 10:00:55,786 - Epoch: [34][ 800/ 1680] Loss 0.000000 Overall Loss 0.010391 +2023-12-05 10:01:18,401 - Epoch: [34][ 900/ 1680] Loss 0.000000 Overall Loss 0.010391 +2023-12-05 10:01:41,477 - Epoch: [34][ 1000/ 1680] Loss 0.000000 Overall Loss 0.010384 +2023-12-05 10:02:04,216 - Epoch: [34][ 1100/ 1680] Loss 0.000000 Overall Loss 0.010386 +2023-12-05 10:02:27,131 - Epoch: [34][ 1200/ 1680] Loss 0.000000 Overall Loss 0.010385 +2023-12-05 10:02:50,160 - Epoch: [34][ 1300/ 1680] Loss 0.000000 Overall Loss 0.010386 +2023-12-05 10:03:12,936 - Epoch: [34][ 1400/ 1680] Loss 0.000000 Overall Loss 0.010385 +2023-12-05 10:03:35,533 - Epoch: [34][ 1500/ 1680] Loss 0.000000 Overall Loss 0.010382 +2023-12-05 10:03:58,396 - Epoch: [34][ 1600/ 1680] Loss 0.000000 Overall Loss 0.010383 +2023-12-05 10:04:16,829 - Epoch: [34][ 1680/ 1680] Loss 0.000000 Overall Loss 0.010382 +2023-12-05 10:04:17,359 - ==> Overall Loss: 0.010 + +2023-12-05 10:04:17,363 - ==> Best [Overall Loss: 0.010329 on epoch: 33] +2023-12-05 10:04:17,364 - Saving checkpoint to: logs/2023.11.30-015335/qat_checkpoint.pth.tar +2023-12-05 10:04:17,398 - --- test --------------------- +2023-12-05 10:04:17,398 - 167951 samples (100 per mini-batch) +2023-12-05 10:04:44,288 - Test: [ 100/ 1680] Loss 0.000000 Overall Loss 0.010341 +2023-12-05 10:05:07,753 - Test: [ 200/ 1680] Loss 0.000000 Overall Loss 0.010376 +2023-12-05 10:05:30,501 - Test: [ 300/ 1680] Loss 0.000000 Overall Loss 0.010383 +2023-12-05 10:05:53,566 - Test: [ 400/ 1680] Loss 0.000000 Overall Loss 0.010389 +2023-12-05 10:06:16,623 - Test: [ 500/ 1680] Loss 0.000000 Overall Loss 0.010386 +2023-12-05 10:06:39,284 - Test: [ 600/ 1680] Loss 0.000000 Overall Loss 0.010396 +2023-12-05 10:07:02,016 - Test: [ 700/ 1680] Loss 0.000000 Overall Loss 0.010391 +2023-12-05 10:07:24,884 - Test: [ 800/ 1680] Loss 0.000000 Overall Loss 0.010392 +2023-12-05 10:07:48,875 - Test: [ 900/ 1680] Loss 0.000000 Overall Loss 0.010391 +2023-12-05 10:08:11,907 - Test: [ 1000/ 1680] Loss 0.000000 Overall Loss 0.010389 +2023-12-05 10:08:34,599 - Test: [ 1100/ 1680] Loss 0.000000 Overall Loss 0.010395 +2023-12-05 10:08:57,871 - Test: [ 1200/ 1680] Loss 0.000000 Overall Loss 0.010389 +2023-12-05 10:09:20,613 - Test: [ 1300/ 1680] Loss 0.000000 Overall Loss 0.010388 +2023-12-05 10:09:44,303 - Test: [ 1400/ 1680] Loss 0.000000 Overall Loss 0.010388 +2023-12-05 10:10:08,234 - Test: [ 1500/ 1680] Loss 0.000000 Overall Loss 0.010385 +2023-12-05 10:10:31,080 - Test: [ 1600/ 1680] Loss 0.000000 Overall Loss 0.010385 +2023-12-05 10:10:49,084 - Test: [ 1680/ 1680] Loss 0.000000 Overall Loss 0.010383 +2023-12-05 10:10:49,634 - ==> Overall Loss: 0.010 + +2023-12-05 10:10:51,671 - +2023-12-05 10:10:51,671 - Log file for this run: /home/oguzhanbuyuksolak/Repos/pr271/ai8x-training/logs/2023.11.30-015335/2023.11.30-015335.log diff --git a/trained/ai87-mobilefacenet_112_qat.pth.tar b/trained/ai87-mobilefacenet_112_qat.pth.tar new file mode 100644 index 00000000..dd3d1c74 Binary files /dev/null and b/trained/ai87-mobilefacenet_112_qat.pth.tar differ