Allow memory profiling free memory increases#45534
Conversation
Signed-off-by: johnny <johnnyychiu@gmail.com>
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Purpose
Fixes #45472.
Adds an opt-in
VLLM_MEMORY_PROFILER_ALLOW_FREE_MEMORY_INCREASE=1escape hatch for shared-GPU test setups where another process may release memory while vLLM profiles startup memory. Default behavior remains unchanged: vLLM raises if free GPU memory increases during profiling. When the env var is enabled, vLLM logs a warning and continues, making the risk explicit because KV cache memory can be overestimated.Test Plan
Test Result
python.exe -m py_compile vllm\envs.py vllm\v1\worker\gpu_worker.py tests\v1\worker\test_worker_memory_snapshot.pypassed.git diff --checkpassed.pytest ...because the available local Python runtime does not havepytestinstalled.