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Comments (3)

hawkinsp avatar hawkinsp commented on June 14, 2024

I can't reproduce this. Can you please
a) try with a fresh virtualenv, and
b) share the output of pip freeze and nvidia-smi?

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adam-hartshorne avatar adam-hartshorne commented on June 14, 2024

I think I have found the problem (and have definitely fixed the issue). The only obvious difference between a fresh installation of JAX followed by PyTorch in a new environment vs the problematic environment was the following package.
nvidia-nccl-cu12-2.20.5

After uninstalling this and reinstalling jax / pytorch, I am now left with
nvidia-nccl-cu12-2.19.3
and everything works fine again.

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hawkinsp avatar hawkinsp commented on June 14, 2024

Hmm. Even if I update my NCCL package to that version, things still work for me.

Maybe it was some kind of broken package environment. If you see it again, let me know!

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