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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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@AmdSampsa
pointwise autotuning returnz (#2636)
247c218 
removed the (erroneous?) check that disables autotuning for pointwise
kernels
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Detected error during base docker image building:


#30 [stage-0 22/55] COPY ./common/install_rocm_magma.sh install_rocm_magma.sh
#30 DONE 0.1s

#31 [stage-0 23/55] RUN bash ./install_rocm_magma.sh
#31 0.290 ./install_rocm_magma.sh: line 91: syntax error: unexpected end of file
#31 ERROR: process "/bin/sh -c bash ./install_rocm_magma.sh" did not complete successfully: exit code: 2
------
 > [stage-0 23/55] RUN bash ./install_rocm_magma.sh:
0.290 ./install_rocm_magma.sh: line 91: syntax error: unexpected end of file
------

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Detected error during base docker image building:


#30 [stage-0 22/55] COPY ./common/install_rocm_magma.sh install_rocm_magma.sh
#30 DONE 0.1s

#31 [stage-0 23/55] RUN bash ./install_rocm_magma.sh
#31 0.276 ./install_rocm_magma.sh: line 91: syntax error: unexpected end of file
#31 ERROR: process "/bin/sh -c bash ./install_rocm_magma.sh" did not complete successfully: exit code: 2
------
 > [stage-0 23/55] RUN bash ./install_rocm_magma.sh:
0.276 ./install_rocm_magma.sh: line 91: syntax error: unexpected end of file
------

@naromero77amd
[ROCm][inductor] Additional pointwise tunings (#2642)
a7bac0a 
This config improves the performance of a 1D pointwise kernel by 20% as
measured on MI350.
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@iupaikov-amd @xiaohuguo2023 @jataylo @AmdSampsa @naromero77amd