[WIP] Merge inductor perf updates from perf branch#2633

Draft

jataylo wants to merge 15 commits intoROCm:rocm7.1_internal_testingfrom

jataylo:71_perf_merge

Commits on Sep 11, 2025

Added triton perf improvement changes

iupaikov-amd
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jataylo
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Added a place to put more reduction configs

iupaikov-amd
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jataylo
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added a dummy config for reduction kernels

iupaikov-amd
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jataylo
committed
Increased the number of spils for kernel configs

iupaikov-amd
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jataylo
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added a better reduction config

iupaikov-amd
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jataylo
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enable pipeline

xiaohuguo2023
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jataylo
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add one more reduction config to avoid large vgpr spills

xiaohuguo2023
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jataylo
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Bug fix and optimisation for persistent reduction kernel tuning
jataylo
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Duplicate config block
jataylo
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Fix 1D config being applied to 2D configs
jataylo
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Remove outdated condition
jataylo
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Initialise result configs to fix bug
jataylo
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[Perf branch] Add support for 2d reduction and bug fix (#2629)
jataylo
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Update triton_heuristics.py
jataylo
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Conditionalise instruction changes for hip
jataylo
committed