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[Hardware][AMD][CI/Build][Doc] Upgrade to ROCm 6.1, Dockerfile improvements, test fixes #5422

Commits on Jun 25, 2024

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  3. Upgrade Dockerfile to ROCm6.1 properly and improve logic, build FA an…

    …d Triton in separate stages
    mawong-amd committed Jun 25, 2024
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  18. Revert "Add ROCm tuned num_threads and partition_size for pagedattn"

    This reverts commit 75d5583ff83b5ef98ab97455ea0e7b5b8867331f.
    mawong-amd committed Jun 25, 2024
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  19. Revert "Ensure use of docker buildkit for AMD container"

    This reverts commit 834d006bdc3fa5ab1a5cb6d73bf55f44bd3de8d2.
    mawong-amd committed Jun 25, 2024
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  23. Address reviewer comments

    Revert "Skip xfail tests on ROCm to conserve CI resources"
    
    This reverts commit 01fa95f7862ea52b19d96c16a5e1f7752cff3577.
    mawong-amd committed Jun 25, 2024
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