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wd1e-6-0.01.log
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[已恢复的内容被截断]
testing verification..
(12000, 512)
infer time 36.562327
[agedb_30][114000]XNorm: 22.286459
[agedb_30][114000]Accuracy-Flip: 0.96483+-0.00851
saving 57
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0057.params"
[114000]Accuracy-Highest: 0.96617
INFO:root:Epoch[4] Batch [16960] Speed: 34.34 samples/sec acc=0.494583
INFO:root:Epoch[4] Batch [16980] Speed: 771.59 samples/sec acc=0.483125
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lr-batch-epoch: 0.01 17955 4
INFO:root:Epoch[4] Batch [17960] Speed: 717.62 samples/sec acc=0.489375
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INFO:root:Epoch[4] Batch [18940] Speed: 717.33 samples/sec acc=0.483958
lr-batch-epoch: 0.01 18955 4
testing verification..
(12000, 512)
infer time 38.667185
[lfw][116000]XNorm: 22.723475
[lfw][116000]Accuracy-Flip: 0.99583+-0.00359
testing verification..
(14000, 512)
infer time 39.668886
[cfp_fp][116000]XNorm: 19.154920
[cfp_fp][116000]Accuracy-Flip: 0.94086+-0.01216
testing verification..
(12000, 512)
infer time 37.828851
[agedb_30][116000]XNorm: 22.223340
[agedb_30][116000]Accuracy-Flip: 0.96467+-0.00856
saving 58
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0058.params"
[116000]Accuracy-Highest: 0.96617
INFO:root:Epoch[4] Batch [18960] Speed: 34.23 samples/sec acc=0.501042
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lr-batch-epoch: 0.01 19955 4
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INFO:root:Epoch[4] Batch [20940] Speed: 718.96 samples/sec acc=0.479167
lr-batch-epoch: 0.01 20955 4
testing verification..
(12000, 512)
infer time 38.280941
[lfw][118000]XNorm: 22.805779
[lfw][118000]Accuracy-Flip: 0.99650+-0.00345
testing verification..
(14000, 512)
infer time 40.529836
[cfp_fp][118000]XNorm: 19.240103
[cfp_fp][118000]Accuracy-Flip: 0.94343+-0.01152
testing verification..
(12000, 512)
infer time 36.501341
[agedb_30][118000]XNorm: 22.332170
[agedb_30][118000]Accuracy-Flip: 0.96517+-0.00664
saving 59
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0059.params"
[118000]Accuracy-Highest: 0.96617
INFO:root:Epoch[4] Batch [20960] Speed: 34.48 samples/sec acc=0.493333
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lr-batch-epoch: 0.01 21955 4
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lr-batch-epoch: 0.01 22955 4
testing verification..
(12000, 512)
infer time 38.789384
[lfw][120000]XNorm: 22.819395
[lfw][120000]Accuracy-Flip: 0.99600+-0.00367
testing verification..
(14000, 512)
infer time 40.647326
[cfp_fp][120000]XNorm: 19.251007
[cfp_fp][120000]Accuracy-Flip: 0.94029+-0.01219
testing verification..
(12000, 512)
infer time 36.377323
[agedb_30][120000]XNorm: 22.351647
[agedb_30][120000]Accuracy-Flip: 0.96383+-0.00799
saving 60
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0060.params"
[120000]Accuracy-Highest: 0.96617
INFO:root:Epoch[4] Batch [22960] Speed: 34.34 samples/sec acc=0.483958
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lr-batch-epoch: 0.01 23955 4
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INFO:root:Epoch[4] Train-acc=0.498333
INFO:root:Epoch[4] Time cost=9702.420
call reset()
INFO:root:Epoch[5] Batch [20] Speed: 752.66 samples/sec acc=0.508730
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lr-batch-epoch: 0.01 694 5
testing verification..
(12000, 512)
infer time 39.187684
[lfw][122000]XNorm: 22.843706
[lfw][122000]Accuracy-Flip: 0.99600+-0.00343
testing verification..
(14000, 512)
infer time 41.174454
[cfp_fp][122000]XNorm: 19.245579
[cfp_fp][122000]Accuracy-Flip: 0.94229+-0.01159
testing verification..
(12000, 512)
infer time 37.107551
[agedb_30][122000]XNorm: 22.334708
[agedb_30][122000]Accuracy-Flip: 0.96317+-0.00783
saving 61
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0061.params"
[122000]Accuracy-Highest: 0.96617
INFO:root:Epoch[5] Batch [700] Speed: 33.89 samples/sec acc=0.501250
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lr-batch-epoch: 0.01 1694 5
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INFO:root:Epoch[5] Batch [2680] Speed: 712.02 samples/sec acc=0.493125
lr-batch-epoch: 0.01 2694 5
testing verification..
(12000, 512)
infer time 38.472681
[lfw][124000]XNorm: 22.831438
[lfw][124000]Accuracy-Flip: 0.99650+-0.00361
testing verification..
(14000, 512)
infer time 39.780787
[cfp_fp][124000]XNorm: 19.217568
[cfp_fp][124000]Accuracy-Flip: 0.94100+-0.01217
testing verification..
(12000, 512)
infer time 36.99278
[agedb_30][124000]XNorm: 22.319531
[agedb_30][124000]Accuracy-Flip: 0.96500+-0.00816
saving 62
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0062.params"
[124000]Accuracy-Highest: 0.96617
INFO:root:Epoch[5] Batch [2700] Speed: 34.50 samples/sec acc=0.487917
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lr-batch-epoch: 0.01 3694 5
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lr-batch-epoch: 0.01 4694 5
testing verification..
(12000, 512)
infer time 38.262522
[lfw][126000]XNorm: 22.953388
[lfw][126000]Accuracy-Flip: 0.99633+-0.00371
testing verification..
(14000, 512)
infer time 39.944568
[cfp_fp][126000]XNorm: 19.353636
[cfp_fp][126000]Accuracy-Flip: 0.94486+-0.01069
testing verification..
(12000, 512)
infer time 36.885259
[agedb_30][126000]XNorm: 22.508921
[agedb_30][126000]Accuracy-Flip: 0.96400+-0.00716
saving 63
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0063.params"
[126000]Accuracy-Highest: 0.96617
INFO:root:Epoch[5] Batch [4700] Speed: 34.52 samples/sec acc=0.488333
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lr-batch-epoch: 0.01 5694 5
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lr-batch-epoch: 0.01 6694 5
testing verification..
(12000, 512)
infer time 38.237473
[lfw][128000]XNorm: 22.912249
[lfw][128000]Accuracy-Flip: 0.99667+-0.00357
testing verification..
(14000, 512)
infer time 41.209086
[cfp_fp][128000]XNorm: 19.301208
[cfp_fp][128000]Accuracy-Flip: 0.94157+-0.01117
testing verification..
(12000, 512)
infer time 37.67347
[agedb_30][128000]XNorm: 22.449196
[agedb_30][128000]Accuracy-Flip: 0.96283+-0.00813
saving 64
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0064.params"
[128000]Accuracy-Highest: 0.96617
INFO:root:Epoch[5] Batch [6700] Speed: 34.02 samples/sec acc=0.496042
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lr-batch-epoch: 0.01 7694 5
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lr-batch-epoch: 0.01 8694 5
testing verification..
(12000, 512)
infer time 38.284001
[lfw][130000]XNorm: 22.990316
[lfw][130000]Accuracy-Flip: 0.99600+-0.00343
testing verification..
(14000, 512)
infer time 40.44866
[cfp_fp][130000]XNorm: 19.381007
[cfp_fp][130000]Accuracy-Flip: 0.94257+-0.01065
testing verification..
(12000, 512)
infer time 36.863438
[agedb_30][130000]XNorm: 22.443177
[agedb_30][130000]Accuracy-Flip: 0.96600+-0.00797
saving 65
INFO:root:Saved checkpoint to "../models/MobileFaceNet/model-y1-arcface-0065.params"
[130000]Accuracy-Highest: 0.96617
INFO:root:Epoch[5] Batch [8700] Speed: 34.30 samples/sec acc=0.477083
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