23 lines · python
1# RUN: %PYTHON -m mlir.dialects.linalg.opdsl.dump_oplib --file %s | FileCheck %s2 3from mlir.dialects.linalg.opdsl.lang import *4 5 6# CHECK: ---7# CHECK-LABEL: matmul8# CHECK: implements:9# CHECK-NEXT: - LinalgContractionOpInterface10# CHECK: defines:11# CHECK-NEXT: - hasCanonicalizer12@linalg_structured_op13def matmul(14 A=TensorDef(T, S.M, S.K),15 B=TensorDef(T, S.K, S.N),16 C=TensorDef(U, S.M, S.N, output=True),17):18 implements(ContractionOpInterface)19 defines(Canonicalizer)20 C[D.m, D.n] += TypeFn.cast_signed(U, A[D.m, D.k]) * TypeFn.cast_signed(21 U, B[D.k, D.n]22 )23