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motivatiaon

为更好、更清晰地管理paddle竞品模型代码库,将当前benchmark 模型竞品框架选用以及对应代码库整理如下:

代码提供方:benchmark模型RD

静态图模型

框架 模型 代码库
pytorch cascade_rcnn_fpn https://github.com/zhaoweicai/Detectron-Cascade-RCNN.git
pytorch mask_rcnn https://github.com/facebookresearch/maskrcnn-benchmark.git
pytorch mask_rcnn_fpn_resnet https://github.com/facebookresearch/Detectron.git
pytorch mask_rcnn_fpn_resnext https://github.com/facebookresearch/Detectron.git
pytorch retinanet_rcnn_fpn https://github.com/facebookresearch/Detectron.git
pytorch resnet101 https://github.com/pytorch/vision.git
pytorch resnet50_bs128 https://github.com/pytorch/vision.git
pytorch resnet50_bs32 https://github.com/pytorch/vision.git
pytorch SE_ResNeXt50_32x4d https://github.com/pytorch/vision.git
pytorch bert https://github.com/huggingface/transformers.git
mxnet yolov3 https://github.com/dmlc/gluon-cv.git
mxnet ResNet50_bs128_fp16 https://github.com/NVIDIA/DeepLearningExamples.git

动态图模型

框架 模型 代码库
pytorch MobileNet https://github.com/phlrain/example.git
pytorch resnet50_bs128 https://github.com/phlrain/example.git
pytorch resnet50_bs32 https://github.com/phlrain/example.git
pytorch cyclegan https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix.git
pytorch Pix2pix https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix.git
pytorch transformer https://github.com/FrostML/DeepLearningExamples/tree/benchmark/PyTorch/Translation/Transformer.git
pytorch seq2seq https://github.com/phlrain/example.git
pytorch ptb https://github.com/phlrain/example.git
pytorch mask_rcnn https://github.com/facebookresearch/Detectron.git
pytorch yolov3 https://github.com/dmlc/gluon-cv.git
pytorch SlowFast https://github.com/huangjun12/SlowFast/tree/sf-benchmark.git
pytorch TSM https://github.com/mit-han-lab/temporal-shift-module.git
pytorch TSN https://github.com/LiuChaoXD/mmaction.git
pytorch HRnet https://github.com/open-mmlab/mmsegmentation.git
pytorch deeplabv3 https://github.com/open-mmlab/mmsegmentation.git
pytorch WaveNet http://gitlab.baidu.com/PaddleSL/benchmark.git
pytorch Senta http://gitlab.baidu.com/PaddleSL/benchmark.git