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 Pix2pix https://github.com/chengduoZH/pytorch-CycleGAN-and-pix2pix.git pytorch stargan https://github.com/chengduoZH/pytorch-CycleGAN-and-pix2pix.git pytorch bert https://github.com/huggingface/transformers.git pytorch transformer https://github.com/FrostML/DeepLearningExamples/tree/benchmark/PyTorch/Translation/Transformer.git tensorflow nextvlad https://github.com/linrongc/youtube-8m.git tensorflow deeplabv3 https://github.com/tensorflow/models.git tensorflow CycleGAN tensorflow STGAN https://github.com/csmliu/STGAN.git tensorflow seq2seq https://github.com/tensorflow/nmt.git tensorflow padding 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