Fix NCCL Error 7 by removing eager_connect_single_device#320
Open
Fix NCCL Error 7 by removing eager_connect_single_device#320
Conversation
The QuantizedAllReduceTest and QuantizedReduceScatterTest tests were failing with "NCCL Error 7: NCCL operation in progress" because non-blocking NCCL work.wait() returns before NCCL is ready for the next operation. Adding cuda.synchronize() between iterations ensures operations are fully complete.
In non-blocking NCCL mode (blocking=False), eager_connect_single_device starts an async communicator init that cannot be waited on through Python APIs. When the first collective is subsequently called, NCCL returns "Error 7: operation in progress" because the init hasn't completed. Remove the eager_connect call and let the communicator be lazily initialized by the first collective, which properly handles the async init inside its ncclGroupStart/ncclGroupEnd context. Also reverts the cuda.synchronize() workaround in collectives_test.py which was insufficient.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
eager_connect_single_devicefromProcessGroupNCCL._create_pgto fix "NCCL Error 7: operation in progress" failuresblocking=False),eager_connect_single_devicestarts an async communicator init that cannot be waited on through Python APIs. The first collective then fails because the init hasn't completed.ncclGroupStart/ncclGroupEndcontext.Test plan
QuantizedAllReduceTest) should pass, which have been failing since ~Dec 2025 due to a PyTorch nightly regression in non-blocking NCCL + eager_connect interaction