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Pull request overview

This is a temporary PR focused on tuning a4w4 GEMM operations with a reduced test configuration set. The PR comments out extensive existing test cases and introduces 14 new specific test configurations for focused performance tuning.

  • Reduces test matrix from ~75+ configurations to 14 targeted configurations
  • Updates both untuned and tuned GEMM configuration files to match the new test cases
  • All test dimensions use M, N, K combinations optimized for specific workloads

Reviewed changes

Copilot reviewed 2 out of 3 changed files in this pull request and generated no comments.

File Description
op_tests/test_gemm_a4w4.py Comments out 75 existing test cases and adds 14 new test configurations for focused tuning
aiter/configs/a4w4_blockscale_untuned_gemm.csv Reduces configuration set from 196 to 14 entries matching new test cases
aiter/configs/a4w4_blockscale_tuned_gemm.csv Reduces tuned configuration set from 924 to 14 entries with corresponding performance metrics

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2 participants