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nan output from mesh model #1

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chenghsiuchen opened this issue Apr 9, 2022 · 1 comment
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nan output from mesh model #1

chenghsiuchen opened this issue Apr 9, 2022 · 1 comment

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@chenghsiuchen
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Hello, first of all, I really appreciate your team for open sourcing your amazing work.
However, when trying to reproduce the results, I am facing this strange issue that after several iterations of training, the output of the mesh deformation model become nan.
Here is an image of the training curve.
Screenshot from 2022-04-09 09-18-46
Do you have any insights regarding this issue ?
I'm running the code in a conda environment with pytorch 1.4.0 on a single GTX 1080 with batch_size=4.

@chenghsiuchen
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I think I figured it out, seems like it's a pytorch3D bug. Check here.

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