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[TESTING] [DO NOT MERGE] inductor triton perf tuning for rocm7.1_internal_testing #2552

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[TESTING] [DO NOT MERGE] inductor triton perf tuning for rocm7.1_internal_testing #2552

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@jataylo @naromero77amd
Bug fix and optimisation for persistent reduction kernel tuning
8c58805 
Original PR had incorrect indentation. Updated PR such that autotune will always add tiny configs, otherwise use the hinted configs only.
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@iupaikov-amd @xiaohuguo2023 @jataylo