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OnnxToTorch support for onnx.Mul op (#2699)

pull/2703/head
aldesilv 2023-12-27 10:50:08 -08:00 committed by GitHub
parent 6847fc1fc6
commit 336cfb64b5
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GPG Key ID: 4AEE18F83AFDEB23
2 changed files with 21 additions and 1 deletions
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13
lib/Conversion/TorchOnnxToTorch/DefaultDomainGtoP.cpp
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@ -99,6 +99,18 @@ void mlir::torch::onnx_c::populateDefaultDomainGtoP(
binder.op, resultType, lhs, rhs);
return success();
});
patterns.onOp("Mul", 7,
[](OpBinder binder, ConversionPatternRewriter &rewriter) {
Torch::ValueTensorType resultType;
Value lhs, rhs;
if (binder.tensorOperands(lhs, rhs) ||
binder.tensorResultType(resultType)) {
return failure();
}
rewriter.replaceOpWithNewOp<Torch::AtenMulTensorOp>(
binder.op, resultType, lhs, rhs);
return success();
});
patterns.onOp("Greater", 16,
[](OpBinder binder, ConversionPatternRewriter &rewriter) {
Torch::ValueTensorType resultType;
@ -342,4 +354,3 @@ void mlir::torch::onnx_c::populateDefaultDomainGtoP(
return success();
});
}

9
test/Conversion/TorchOnnxToTorch/simple_ops_g_to_p.mlir
View File

@ -151,6 +151,15 @@ func.func @test_matmul_4d(%arg0: !torch.vtensor<[1,2,3,4],f32>, %arg1: !torch.vt
// -----
// CHECK-LABEL: func.func @test_mul
func.func @test_mul(%arg0: !torch.vtensor<[3,4,5],f32>, %arg1: !torch.vtensor<[3,4,5],f32>) -> !torch.vtensor<[3,4,5],f32> attributes {torch.onnx_meta.ir_version = 7 : si64, torch.onnx_meta.opset_version = 14 : si64, torch.onnx_meta.producer_name = "backend-test", torch.onnx_meta.producer_version = ""} {
// CHECK: torch.aten.mul.Tensor %arg0, %arg1 : !torch.vtensor<[3,4,5],f32>, !torch.vtensor<[3,4,5],f32> -> !torch.vtensor<[3,4,5],f32>
%0 = torch.operator "onnx.Mul"(%arg0, %arg1) : (!torch.vtensor<[3,4,5],f32>, !torch.vtensor<[3,4,5],f32>) -> !torch.vtensor<[3,4,5],f32>
return %0 : !torch.vtensor<[3,4,5],f32>
}
// -----
// CHECK-LABEL: @test_gelu_default_1
func.func @test_gelu_default_1(%arg0: !torch.vtensor<[3],f32>) -> !torch.vtensor<[3],f32> attributes {torch.onnx_meta.ir_version = 9 : si64, torch.onnx_meta.opset_version = 20 : si64, torch.onnx_meta.producer_name = "backend-test", torch.onnx_meta.producer_version = ""} {
// CHECK: %[[STR1:.*]] = torch.constant.str "none"