[MLIR][Linalg] Introduce broadcast/transpose semantic to 'linalg.batc…#122275

Merged

rengolin merged 10 commits intollvm:mainfrom

shahidact:batch-matmul

Feb 6, 2025

Commits on Feb 5, 2025

[MLIR][Linalg] Introduce broadcast/transpose semantic to 'linalg.batch_matmul' operation.
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-Added output map verification and corresponding tests.
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*Added checks for extended semantics and exit gracefully in user passes.
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*Added logic and tests to verify the size of supplied indexing_map attribute.
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*Added logic to update the indexing_map attribute for collapsed MatmulOp.
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*Added logic to ensure the indexing_map attribute can be dropped for collapsed contraction op.
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*Added tests to check DropUnitDim transform is not being applied on contraction Op having user defined indexing_maps.
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*Updated code comment related to broadcast map check.
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*Removed undesired header from DropUnitDims.cpp
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Commits on Feb 6, 2025

*Renames few variables and updates few comments
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