benchmark

Benchmark

Benchmark Model

Please note that you should transform caffe model or others into anakin model with the help of external converter ->

GPU

The following convolutional neural networks are tested with both Anakin and TenorRT3 on GPU. You can use pretrained caffe model or the model trained by youself.

• Vgg16 caffe model can be found here->
• Yolo caffe model can be found here->
• Resnet50 caffe model can be found here->
• Resnet101 caffe model can be found here->
• Mobilenet v1 caffe model can be found here->
• Mobilenet v2 caffe model can be found here->
• RNN not support yet

CPU

The following convolutional neural networks are tested with Anakin, 'Tensorflow' and Tensorflow. You can use pretrained model or the model trained by youself.

• Language model fluid model can be found here->
• Chinese_ner fluid model can be found here->
• text_classification fluid model can be found here->

ARM

The following convolutional neural networks are tested with Anakin, 'Tensorflow' and Tensorflow. You can use pretrained model or the model trained by youself.

• Mobilenet v1 caffe model can be found here->
• Mobilenet v2 caffe model can be found here->
• mobilenet-ssd caffe model can be found here->

Test Results

The detailed test results can be seen here.

• GPU
• CPU
• ARM