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[Dev][TL] Following updates of Tile Language Backend#226
Merged
LeiWang1999 merged 9 commits intomicrosoft:mainfrom Oct 23, 2024
LeiWang1999:tl_kernel_implementation
Merged
[Dev][TL] Following updates of Tile Language Backend#226LeiWang1999 merged 9 commits intomicrosoft:mainfrom LeiWang1999:tl_kernel_implementation
LeiWang1999 merged 9 commits intomicrosoft:mainfrom
LeiWang1999:tl_kernel_implementation
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This pull request includes several updates to the
bitblaslibrary, focusing on thematmuloperations and their testing. The most important changes involve making parameters optional in theapply_configfunction, adding a new scheduler for fine-grained dequantization, and enhancing test coverage for the new scheduler.Enhancements to
apply_configfunction:bitblas/ops/general_matmul/tilelang/dense/matmul_tensorcore.py: Updatedapply_configto accept optional parameters and added assertions to ensure required parameters are provided.Addition of Fine-Grained Dequantization Scheduler:
bitblas/ops/general_matmul/tilelang/dequantize/__init__.py: IntroducedMatmulDequantizeFineGrainedSchedulerto the module.testing/python/operators/test_general_matmul_tilelang_kernel.py: Updated imports to includeMatmulDequantizeFineGrainedSchedulerand added a new test functiontest_matmul_fine_grained_dequant_with_default. [1] [2]Test Coverage Enhancements:
testing/python/operators/test_general_matmul_tilelang_kernel.py: Removed commented-out code and added a new functionassert_matmul_fine_grained_dequant_with_default_correctnessto test the correctness of the fine-grained dequantization. [1] [2]testing/python/tilelang/test_tilelang_dequantize_gemm.py: Re-enabled the main testing function call.