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