Upgrade deprecated torch.svd() is deprecated in favor of torch.linalg.svd() #439
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Background:
torch.svd() is deprecated in favor of torch.linalg.svd() and will be removed in a future PyTorch release.
The previous implementation cause some issues like
which is fixed by Pytorch as pointed here