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Improve mmdet3d doc (#1394)
* docs(mmdet3d): add trt version desc * docs(mmdet3d): update
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@ -27,11 +27,14 @@ python tools/deploy.py \
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| Model | Task | OnnxRuntime | TensorRT | ncnn | PPLNN | OpenVINO | Model config |
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| :----------: | :------------: | :---------: | :------: | :--: | :---: | :------: | :------------------------------------------------------------------------------------: |
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| PointPillars | VoxelDetection | Y | Y | N | N | Y | [config](https://github.com/open-mmlab/mmdetection3d/blob/master/configs/pointpillars) |
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| PointPillars | VoxelDetection | Y | Y\* | N | N | Y | [config](https://github.com/open-mmlab/mmdetection3d/blob/master/configs/pointpillars) |
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## Reminder
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1. mmdet3d models on **cu102+TRT8.4** can be visualized normally. For cuda-11 or TRT8.2 users, these issues should be checked
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Voxel detection onnx model excludes model.voxelize layer and model post process, and you can use python api to call these func.
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- [TRT8.2 assertion `is_tensor`](https://github.com/NVIDIA/TensorRT/issues/1541)
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- [TRT8.4 output NaN](https://github.com/NVIDIA/TensorRT/issues/2338)
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2. Voxel detection onnx model excludes model.voxelize layer and model post process, and you can use python api to call these func.
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Example:
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@ -27,11 +27,14 @@ python tools/deploy.py \
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| Model | Task | OnnxRuntime | TensorRT | ncnn | PPLNN | OpenVINO | Model config |
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| :----------: | :------------: | :---------: | :------: | :--: | :---: | :------: | :------------------------------------------------------------------------------------: |
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| PointPillars | VoxelDetection | Y | Y | N | N | Y | [config](https://github.com/open-mmlab/mmdetection3d/blob/master/configs/pointpillars) |
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| PointPillars | VoxelDetection | Y | Y\* | N | N | Y | [config](https://github.com/open-mmlab/mmdetection3d/blob/master/configs/pointpillars) |
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## 注意事项
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1. TensorRT 实测 **cu102+TRT8.4** 可以正常可视化,使用 cuda-11 或 TRT8.2 版本需关注这些 issue
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体素检测 onnx 模型不包含 model.voxelize 层和模型后处理,可用 python api 来调这些函数。
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- [TRT8.2 assertion `is_tensor`](https://github.com/NVIDIA/TensorRT/issues/1541)
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- [TRT8.4 output NaN](https://github.com/NVIDIA/TensorRT/issues/2338)
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2. 体素检测 onnx 模型不包含 model.voxelize 层和模型后处理,可用 python api 来调这些函数。
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示例:
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