deepspeedai / deepspeedai/DeepSpeed
Test hangs when world_size=4 and reuse_dist_env=True on PyTorch >= 2.7.0
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ci-failure
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Description
When the
PyTorch version is greater than 2.7.0,world_size=4reuse_dist_env=True,
The test will get stuck at tests/unit/common.py ->_dist_destroy(self) ->dist.destroy_process_group()
reproduce file:
from unit.common import DistributedTest
import pytest
@pytest.mark.parametrize("tp_size", [2, 4])
class TestEmpty(DistributedTest):
world_size = 4
reuse_dist_env = True **# wsz=4 and reuse_dist_env=True will hang.**
def test(self, tp_size: int):
print("finished test")
return
We can temporarily avoid this issue by setting reuse_dist_env=False
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Research direction
Start with the reproduction using PyTorch greater than 2.7.0, world_size=4, and reuse_dist_env=True. Read tests/unit/common.py, especially DistributedTest._dist_destroy and its call to dist.destroy_process_group(). Compare the behavior with reuse_dist_env=False and define done as the parametrized test completing without hanging.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- distributed-systems, machine-learning, testing-qa
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 28/100