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This pull request includes several changes to the benchmarking workflows, new utility functions, and updates to the benchmarking configurations. The most important changes include modifications to the benchmark workflows, the addition of a new utility function, and updates to the benchmark configurations.

Workflow Improvements

  • .github/workflows/benchmark.yml: Added a new benchmark_head job to run benchmarks on pull requests triggered by a specific comment. Updated the benchmark_compare job's condition to use != null instead of != ''. [1] [2]

Utility Enhancements

  • bitblas/utils/weight_propagate.py: Added a new utility function apply_transform_on_input to apply transformations on input tensors using an index map.
  • bitblas/__init__.py and bitblas/utils/__init__.py: Updated imports to include the new utility function apply_transform_on_input. [1] [2]

Benchmark Configuration Updates

Submodule Update

  • 3rdparty/tvm: Updated the submodule commit to a newer version.

Test Additions

@LeiWang1999 LeiWang1999 changed the title [Dev] Fuse Block Reduce Schedule [Dev] Merge BlockReduce with naive schedule template Aug 1, 2024
@LeiWang1999 LeiWang1999 merged commit c37ff29 into microsoft:main Aug 2, 2024
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