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[Bug]: MM performance regression from upgrading to torch 2.9 #27406

@ywang96

Description

@ywang96

Your current environment

The output of python collect_env.py
Your output of `python collect_env.py` here

🐛 Describe the bug

There's a significant performance regression on nn.Conv3d which affects all multimodal models that use this module (Qwen3-VL, GLM4.1V, etc). This was caught by the unusually long multimodal profiling time in the latest nightly build, and a similar issue can be found at pytorch/pytorch#166122

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