为方便大家使用modelzoo，我们将持续增加典型网络和基础插件。如果您有任何需求，请提交issues，我们会及时处理。
- vaststream：编译器和推理引擎
- vamc：模型转换工具
按算法方向主要从以下两个方面总结，该系列主要用来展示目前支持和将要支持的模型:
- arch summary : 该算法方向的整体发展脉络和重点模型
- op&module summary：该算法方向的算子清单和通用结构
| model | codebase | model list | task type | runtime |
|---|---|---|---|---|
| VGG | timm | model name
|
classification | E2E |
| VGG | torchvision | model name
|
classification | E2E |
| VGG | mmcls | model name
|
classification | E2E |
| ResNet | timm | model name
|
classification | E2E |
| ResNet | torchvision | model name
|
classification | E2E |
| ResNet | mmcls | model name
|
classification | E2E |
| ResNet | ppcls | model name
|
classification | E2E |
| ResNet | keras | model name
|
classification | E2E |
| ResNet | oneflow | model name
|
classification | E2E |
| DenseNet | timm | model name
|
classification | E2E |
| DenseNet | torchvision | model name
|
classification | E2E |
| DenseNet | mmcls | model name
|
classification | E2E |
| DenseNet | keras | model name
|
classification | E2E |
| DenseNet | ppcls | model name
|
classification | E2E |
| MobileNet_v1 | keras | model name
|
classification | E2E |
| MobileNet_v1 | ppcls | model name
|
classification | E2E |
| MobileNet_v2 | torchvision | model name
|
classification | E2E |
| MobileNet_v2 | timm | model name
|
classification | E2E |
| MobileNet_v2 | mmcls | model name
|
classification | E2E |
| MobileNet_v2 | keras | model name
|
classification | E2E |
| MobileNet_v2 | ppcls | model name
|
classification | E2E |
| MobileNet_v3 | torchvision | model name
|
classification | E2E |
| MobileNet_v3 | timm | model name
|
classification | E2E |
| MobileNet_v3 | ppcls | model name
|
classification | E2E |
| MobileNet_v3 | showlo | model name
|
classification | E2E |
| ShuffleNet_v2 | torchvision | model name
|
classification | E2E |
| ShuffleNet_v2 | mmcls | model name
|
classification | E2E |
| ShuffleNet_v2 | ppcls | model name
|
classification | E2E |
| ShuffleNet_v2 | megvii | model name
|
classification | E2E |
| Xception | timm | model name
|
classification | E2E |
| Xception | keras | model name
|
classification | E2E |
| ResNeXt | timm | model name
|
classification | E2E |
| ResNeXt | torchvision | model name
|
classification | E2E |
| ResNeXt | mmcls | model name
|
classification | E2E |
| ResNeXt | ppcls | model name
|
classification | E2E |
| Wide ResNet | timm | model name
|
classification | E2E |
| Wide ResNet | torchvision | model name
|
classification | E2E |
| ResNeSt | official | model name
|
classification | E2E |
| HRNet | official | model name
|
classification | E2E |
| HRNet | mmcls | model name
|
classification | E2E |
| HRNet | timm | model name
|
classification | E2E |
| HRNet | ppcls | model name
|
classification | E2E |
| Inception_v3 | timm | model name
|
classification | E2E |
| Inception_v3 | torchvision | model name
|
classification | E2E |
| Inception_v3 | ppcls | model name
|
classification | E2E |
| Inception_v4 | timm | model name
|
classification | E2E |
| Xception | ppcls | model name
|
classification | E2E |
| CSPNet | timm | model name
|
classification | E2E |
| CSPNet | mmcls | model name
|
classification | E2E |
| CSPNet | ppcls | model name
|
classification | E2E |
| RepVGG | official | model name
|
classification | E2E |
| DLANet | timm | model name
|
classification | E2E |
| DLANet | ppcls | model name
|
classification | E2E |
| DLANet | ucbdrive | model name
|
classification | E2E |
| VOVNet | timm | model name
|
classification | E2E |
| MNasNet | torchvision | model name
|
classification | E2E |
| EfficientNet | timm | model name
|
classification | E2E |
| EfficientNet_v2 | timm | model name
|
classification | E2E |
| SENet | timm | model name
|
classification | E2E |
| SENet | mmcls | model name
|
classification | E2E |
| SENet | ppcls | model name
|
classification | E2E |
| GhostNet | timm | model name
|
classification | E2E |
| ESNet | ppcls | model name
|
classification | E2E |
| PPLCNet | ppcls | model name
|
classification | E2E |
| PPLCNet_v2 | ppcls | model name
|
classification | E2E |
| IResNet | official | model name
|
classification | E2E |
| Yolov5 | ultralytics | model name
|
object detection | E2E |
| Bert | model name
|
sentence classification | E2E | |
| Bert | bert4torch | model name
|
named entity recognition | E2E |