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check CUDA_DEVICE_MAX_CONNECTIONS and TORCH_NCCL_AVOID_RECORD_STREAMS #379

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Thanks for your contribution and we appreciate it a lot. The following instructions would make your pull request more healthy and more easily get feedback. If you do not understand some items, don't worry, just make the pull request and seek help from maintainers.

Motivation

In GPU environment, CUDA_DEVICE_MAX_CONNECTIONS and TORCH_NCCL_AVOID_RECORD_STREAMS should be set to 1, to achieve the best performance.

Modification

modify check_cuda_env function to assert error when CUDA_DEVICE_MAX_CONNECTIONS and TORCH_NCCL_AVOID_RECORD_STREAMS are not set correctly.

BC-breaking (Optional)

Does the modification introduce changes that break the backward compatibility of the downstream repositories?
If so, please describe how it breaks the compatibility and how the downstream projects should modify their code to keep compatibility with this PR.

Use cases (Optional)

If this PR introduces a new feature, it is better to list some use cases here and update the documentation.

Checklist

Before PR:

  • Pre-commit or other linting tools are used to fix the potential lint issues.
  • Bug fixes are fully covered by unit tests, the case that causes the bug should be added in the unit tests.
  • The modification is covered by complete unit tests. If not, please add more unit test to ensure the correctness.
  • The documentation has been modified accordingly, like docstring or example tutorials.

After PR:

  • If the modification has potential influence on downstream or other related projects, this PR should be tested with those projects.
  • CLA has been signed and all committers have signed the CLA in this PR.

@sallyjunjun sallyjunjun force-pushed the optimize-code branch 3 times, most recently from 74d8c7d to 91b6ad5 Compare December 2, 2024 10:45
@sallyjunjun sallyjunjun force-pushed the optimize-code branch 2 times, most recently from 5825926 to 6a33277 Compare December 9, 2024 09:46
), "Env var TORCH_NCCL_AVOID_RECORD_STREAMS has not been set, please set it to 1!"
assert (
avoid_record_streams == "1"
), "Env var TORCH_NCCL_AVOID_RECORD_STREAMS is set to {}, it should be set to 1!".format(avoid_record_streams)
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这个函数还是放在utils/common.py文件里吧

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这个移过来也是考虑循环依赖的问题,check_cuda_env函数里面需要访问gpc获取forward_overlap_per,所以不能放在utils/common.py

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3 participants