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Discrepancy between code and documentation on official pytorch websit #201

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@scm-aiml

Description

📚 The doc issue

There are discrepancies between the main-branch on github and the official documentation on pytorch.

For example the sync_and_compute has an extra parameter:

  1. Github code: https://github.com/pytorch/torcheval/blob/main/torcheval/metrics/toolkit.py#L52-L55
  2. torcheval page: Link Here

There are some weird timeout issues I'm receiving in a torchrun distributed run, when using the pip install torcheval which is the legacy code, and not sure if its because there is missing code. For now I have had to revert to torchmetrics.

Suggest a potential alternative/fix

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