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Tensor full of nan during the train of vrcnet #29

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acavalli1996 opened this issue Jun 2, 2022 · 0 comments
Open

Tensor full of nan during the train of vrcnet #29

acavalli1996 opened this issue Jun 2, 2022 · 0 comments

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@acavalli1996
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acavalli1996 commented Jun 2, 2022

Hy,
thanks for your work!
During the training of the vrcnet, the following problem occurs:

nan vrcnet

Especially, the problem occurs whithin the function edge_preserving_sampling, which is called inside the forward of the SA_SKN_Res_encoder:

ds_features, p_idx, pn_idx, ds_points = edge_preserve_sampling(features, points, sample_num, k)

and the feature tensors become full nan tensors.
Is there a way to solve this problem? Did I do something wrong during the training?

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