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ONNX export about voxelnext HOT 4 OPEN

dvlab-research avatar dvlab-research commented on July 26, 2024
ONNX export

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Comments (4)

yukang2017 avatar yukang2017 commented on July 26, 2024

Hi,

I think this might be hard. Because the spconv backbone receives sparse tensors, which is not supported yet by ONNX.

I have converted the head of VoxelNeXt to ONNX. That is easy. Please refer to this one.

Regards,
Yukang Chen

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yBeOne avatar yBeOne commented on July 26, 2024

Hi,
There is another question that how to count the distribution of query voxels like Tabel 7.

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HuangVictorAuto avatar HuangVictorAuto commented on July 26, 2024

Hi,

I think this might be hard. Because the spconv backbone receives sparse tensors, which is not supported yet by ONNX.

I have converted the head of VoxelNeXt to ONNX. That is easy. Please refer to this one.

Regards, Yukang Chen

Hi, Dear Yukang

can you share where is the link or postion for "this one"?

Thanks!

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ArseniuML avatar ArseniuML commented on July 26, 2024

I think this might be hard. Because the spconv backbone receives sparse tensors, which is not supported yet by ONNX.

Could it be done via this plugin?

https://github.com/jingyue202205/SE-SSD-AI-TRT/blob/master/sparseConv3dlayer.h

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