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t-vi avatar t-vi commented on May 27, 2024 1

To facilitate discussion, I generated these numbers by adding thunder/tests/conftest.py. If raising an error there leads to the test failing, we could use a similar setup for enforcing a GPU memory limit in the parallel tests.

import pytest
import torch

cnt = 0

@pytest.fixture(autouse=True)
def gpu_memory(request):
    global cnt
    cnt += 1
    yield
    if torch.cuda.is_available():
        print("\ntest cuda memory use", request.node.name, cnt, "memory", torch.cuda.max_memory_allocated() / 2**30)
        torch.cuda.empty_cache()
        torch.cuda.reset_peak_memory_stats()

from lightning-thunder.

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