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torch 1.2 error:one of the variables needed for gradient computation has been modified by an inplace operation: #16

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xr-Yang opened this issue Jun 18, 2020 · 2 comments

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@xr-Yang
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xr-Yang commented Jun 18, 2020

torch1.2 run 'train.sh',when loss.backforward. raise error like this:
one of the variables needed for gradient computation has been modified by an inplace operation: [torch.cuda.FloatTensor [2, 5]], which is output 0 of ClampBackward, is at version 2; expected version 0 instead. Hint: enable anomaly detection to find the operation that failed to compute its gradient, with torch.autograd.set_detect_anomaly(True)

is the torch version problem? Thanks

@ClaireMei
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I met the same problem. Have you solved it?

@ClaireMei
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ClaireMei commented Jul 7, 2020

The problem occurs when running metrics.py "cos_theta = cos_theta.clamp(-1, 1) # for numerical stability"
I solved it by degrading torch as 1.1.0.

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