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* docs(docs/zh_cn): add doc and link checker * docs(REAME): update * docs(docs/zh_cn): update * docs(benchmark): update table * docs(zh_cn/benchmark): update link * CI(docs): update link check * ci(doc): update checker * docs(zh_cn): update * style(ci): remove useless para * style(ci): update * docs(zh_cn): update * docs(benchmark.md): fix mobilnet link error * docs(docs/zh_cn): add doc and link checker * docs(REAME): update * docs(docs/zh_cn): update * docs(benchmark): update table * docs(zh_cn/benchmark): update link * CI(docs): update link check * ci(doc): update checker * docs(zh_cn): update * style(ci): remove useless para * style(ci): update * docs(zh_cn): update * docs(benchmark.md): fix mobilnet link error * docs(zh_cn/do_regression_test.md): rebase * docs(docs/zh_cn): add doc and link checker * Update README_zh-CN.md * Update README_zh-CN.md * Update index.rst * Update check-doc-link.yml * [Fix] Fix ci (#426) * fix ci * add nvidia key * remote torch * recover pytorch * ci(codecov): ignore ci * docs(zh_cn): add get_started.md * docs(zh_cn): fix review advice * docs(readthedocs): update * docs(zh_CN): update * docs(zh_CN): revert * fix(docs): review advices * fix(docs): review advices * fix(docs): review Co-authored-by: q.yao <streetyao@live.com>
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List of supported models exportable to other backends
The table below lists the models that are guaranteed to be exportable to other backends.
| Model | Codebase | TorchScript | OnnxRuntime | TensorRT | ncnn | PPLNN | OpenVINO | Model config |
|---|---|---|---|---|---|---|---|---|
| RetinaNet | MMDetection | Y | Y | Y | Y | Y | Y | config |
| Faster R-CNN | MMDetection | Y | Y | Y | Y | Y | Y | config |
| YOLOv3 | MMDetection | Y | Y | Y | Y | N | Y | config |
| YOLOX | MMDetection | Y | Y | Y | Y | N | Y | config |
| FCOS | MMDetection | Y | Y | Y | Y | N | Y | config |
| FSAF | MMDetection | Y | Y | Y | Y | Y | Y | config |
| Mask R-CNN | MMDetection | Y | Y | Y | N | N | Y | config |
| SSD* | MMDetection | Y | Y | Y | Y | N | Y | config |
| FoveaBox | MMDetection | Y | Y | N | N | N | Y | config |
| ATSS | MMDetection | N | Y | Y | N | N | Y | config |
| GFL | MMDetection | N | Y | Y | N | ? | Y | config |
| Cascade R-CNN | MMDetection | N | Y | Y | N | Y | Y | config |
| Cascade Mask R-CNN | MMDetection | N | Y | Y | N | N | Y | config |
| VFNet | MMDetection | N | N | N | N | N | Y | config |
| ResNet | MMClassification | Y | Y | Y | Y | Y | Y | config |
| ResNeXt | MMClassification | Y | Y | Y | Y | Y | Y | config |
| SE-ResNet | MMClassification | Y | Y | Y | Y | Y | Y | config |
| MobileNetV2 | MMClassification | Y | Y | Y | Y | Y | Y | config |
| ShuffleNetV1 | MMClassification | Y | Y | Y | Y | Y | Y | config |
| ShuffleNetV2 | MMClassification | Y | Y | Y | Y | Y | Y | config |
| VisionTransformer | MMClassification | Y | Y | ? | Y | ? | ? | config |
| FCN | MMSegmentation | Y | Y | Y | Y | Y | Y | config |
| PSPNet*static | MMSegmentation | Y | Y | Y | Y | Y | Y | config |
| DeepLabV3 | MMSegmentation | Y | Y | Y | Y | Y | Y | config |
| DeepLabV3+ | MMSegmentation | Y | Y | Y | Y | Y | Y | config |
| Fast-SCNN*static | MMSegmentation | Y | Y | Y | N | Y | Y | config |
| UNet | MMSegmentation | Y | Y | Y | Y | Y | Y | config |
| ANN* | MMSegmentation | ? | Y | Y | N | N | N | config |
| APCNet | MMSegmentation | ? | Y | Y | Y | N | N | config |
| BiSeNetV1 | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| BiSeNetV2 | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| CGNet | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| DMNet | MMSegmentation | ? | Y | N | N | N | N | config |
| DNLNet | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| EMANet | MMSegmentation | ? | Y | Y | N | N | Y | config |
| EncNet | MMSegmentation | ? | Y | Y | N | N | Y | config |
| ERFNet | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| FastFCN | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| GCNet | MMSegmentation | ? | Y | Y | N | N | N | config |
| ICNet* | MMSegmentation | ? | Y | Y | N | N | Y | config |
| ISANet | MMSegmentation | ? | Y | Y | N | N | Y | config |
| NonLocal Net | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| OCRNet | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| PointRend | MMSegmentation | ? | Y | Y | N | N | Y | config |
| Semantic FPN | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| STDC | MMSegmentation | ? | Y | Y | Y | N | Y | config |
| UPerNet* | MMSegmentation | ? | Y | Y | N | N | N | config |
| DANet | MMSegmentation | ? | Y | Y | N | N | N | config |
| SRCNN | MMEditing | Y | Y | Y | Y | Y | Y | config |
| ESRGAN | MMEditing | Y | Y | Y | Y | Y | Y | config |
| SRGAN | MMEditing | Y | Y | Y | Y | Y | Y | config |
| SRResNet | MMEditing | Y | Y | Y | Y | Y | Y | config |
| Real-ESRGAN | MMEditing | Y | Y | Y | Y | Y | Y | config |
| EDSR | MMEditing | Y | Y | Y | Y | N | Y | config |
| RDN | MMEditing | Y | Y | Y | Y | Y | Y | config |
| DBNet | MMOCR | Y | Y | Y | Y | Y | Y | config |
| CRNN | MMOCR | Y | Y | Y | Y | Y | N | config |
| SAR | MMOCR | N | Y | N | N | N | N | config |
| HRNet | MMPose | N | Y | Y | Y | N | Y | config |
| MSPN | MMPose | N | Y | Y | Y | N | Y | config |
| LiteHRNet | MMPose | N | Y | Y | Y | N | Y | config |
| PointPillars | MMDetection3d | ? | Y | Y | N | N | Y | config |
| CenterPoint (pillar) | MMDetection3d | ? | Y | Y | N | N | Y | config |
Note
- Tag:
- static: This model only support static export. Please use
staticdeploy config, just like $MMDEPLOY_DIR/configs/mmseg/segmentation_tensorrt_static-1024x2048.py.
- static: This model only support static export. Please use
- SSD: When you convert SSD model, you need to use min shape deploy config just like 300x300-512x512 rather than 320x320-1344x1344, for example $MMDEPLOY_DIR/configs/mmdet/detection/detection_tensorrt_dynamic-300x300-512x512.py.
- YOLOX: YOLOX with ncnn only supports static shape.