[Dev][TL] Implement Tile Language Dequant Matmul and Test Case #224
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TODO Items:
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Merged as this pull request also fixed a build bugs related to amd devices, other folks' pr are requested. |
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This pull request includes several changes aimed at cleaning up debug prints, updating submodule commits, and improving test coverage in the
bitblasandtestingmodules.Codebase cleanup:
bitblas/ops/general_matmul/tilelang/dequantize/block_primitive_tensorcore.py: Removed multiple debugprintstatements from the_normal_dequant_implfunction to reduce console clutter. [1] [2] [3] [4]Submodule updates:
3rdparty/tvm: Updated the submodule commit to the latest version.Test improvements:
testing/python/operators/test_general_matmul_tilelang_kernel.py: Added new test cases forassert_matmul_blocked_dequant_with_default_correctnessto cover scenarios with scaling and zeros.testing/python/operators/test_general_matmul_tilelang_kernel.py: Adjusted the tolerance levels inassert_matmul_blocked_dequant_with_default_correctnesstoatol=1e2for better test accuracy.testing/python/operators/test_general_matmul_tilelang_scheduler.py: Added anoqacomment to suppress linter warnings for an unused variable inassert_dequantize_scheduler_simplify.testing/python/tilelang/test_tilelang_dequantize_gemm.py: Commented out the main test runner and added a specific test invocation forrun_gemm.