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torch.set_deterministic() incompatible with some torch operations #1

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camall3n opened this issue Sep 22, 2021 · 3 comments
Open

torch.set_deterministic() incompatible with some torch operations #1

camall3n opened this issue Sep 22, 2021 · 3 comments

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@camall3n
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Can cause code to fail with torch 1.9.0
@camall3n
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See https://pytorch.org/docs/stable/notes/randomness.html

@camall3n
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Should probably switch to torch.use_deterministic_algorithms()?

Does seeding need to be version dependent? That would kinda suck...

@camall3n
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May also need to set CUBLAS_WORKSPACE_CONFIG environment variable? See note in page above, and also check out https://docs.nvidia.com/cuda/cublas/index.html#cublasApi_reproducibility

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