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Add quirks.py for GPU/platform-specific quirks; disable CuDNN benchmarking on ROCm #2558

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What does this PR do?

Fixes #2552

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@mravanelli mravanelli added the enhancement New feature or request label Jun 17, 2024
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Successfully merging this pull request may close these issues.

AMD ROCm: torch.backends.cudnn.benchmark should be set to False by default on ROCm
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