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[MLIR] Add a constraint for the rewriting rule of add_matmult to fullgemm (#374) 

* Add a constraint for the rewriting rule of matmul_add to fullgemm

* Edit comments
This commit is contained in:
TUNG LEDUC 2019-11-19 11:23:46 +09:00 committed by Tian Jin
parent 701c7d7508
commit 0c36057404
1 changed files with 6 additions and 3 deletions
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9
src/compiler/pass/onnx_combine.td
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@ -24,12 +24,15 @@ include "dialect/onnx/onnx.td"
/// dag benefitsAdded = (addBenefit 0) /// dag benefitsAdded = (addBenefit 0)
/// >; /// >;
def HasOneUse : Constraint<CPred<"$0->hasOneUse()">>;
//===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===//
// Pattern-Match and Rewrite // Pattern-Match and Rewrite
//===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===//
// onnx.add(onnx.matmult(%X, %Y), %Z) = onnx.gemm(%X, %Y, %Z) // onnx.add(onnx.matmul(%X, %Y), %Z) = onnx.full_gemm(%X, %Y, %Z)
def MulAddToGemmOptPattern : Pat<(ONNXAddOp(ONNXMatMulOp $m1, $m2), $m3), def MulAddToGemmOptPattern : Pat<(ONNXAddOp (ONNXMatMulOp:$res $m1, $m2), $m3),
(ONNXFullGemmOp $m1, $m2, $m3)>; (ONNXFullGemmOp $m1, $m2, $m3),
[(HasOneUse $res)]>;
#endif // ONNX_COMBINE #endif // ONNX_COMBINE