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Import 2-argument Gemm as GemmNoBias (#68) 

Co-authored-by: Gheorghe-Teodor Bercea <gt.bercea@gmail.com>
This commit is contained in:
Tung D. Le 2020-02-08 03:45:37 +09:00 committed by GitHub
parent 60ac8f081f
commit 0bfb660d02
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3 changed files with 14 additions and 1 deletions
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1
doc/gen_doc.py
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@ -36,6 +36,7 @@ special_attr_defaults = dict([
special_op_handler = dict([ special_op_handler = dict([
("Conv", "ImportNodeConv"), ("Conv", "ImportNodeConv"),
("MaxPool", "ImportNodeMaxPool"), ("MaxPool", "ImportNodeMaxPool"),
("Gemm", "ImportNodeGemm"),
#("Transpose", "ImportNodeTranspose") #("Transpose", "ImportNodeTranspose")
]) ])

12
src/builder/frontend_dialect_transformer.cpp
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@ -434,6 +434,18 @@ private:
} }
} }
/*!
* Special handle for Gemm operations.
*/
void ImportNodeGemm(onnx::NodeProto node, int nIn, int nOut) {
int nOps = node.input().size();
if (nOps == 2) {
ImportNodeOneOut<mlir::ONNXGemmNoBiasOp>(node, 2, nOut);
} else {
ImportNodeOneOut<mlir::ONNXGemmOp>(node, nIn, nOut);
}
}
void ImportNode(const onnx::NodeProto &node) { void ImportNode(const onnx::NodeProto &node) {
std::vector<mlir::Value> inputs; std::vector<mlir::Value> inputs;
for (const auto &item : node.input()) { for (const auto &item : node.input()) {

2
src/builder/op_build_table.inc
View File

@ -98,7 +98,7 @@
}else if (OpName == "GatherND") { }else if (OpName == "GatherND") {
ImportNodeOneOut<mlir::ONNXGatherNDOp>(node, 2, 1); ImportNodeOneOut<mlir::ONNXGatherNDOp>(node, 2, 1);
}else if (OpName == "Gemm") { }else if (OpName == "Gemm") {
ImportNodeOneOut<mlir::ONNXGemmOp>(node, 3, 1); ImportNodeGemm(node, 3, 1);
}else if (OpName == "GlobalAveragePool") { }else if (OpName == "GlobalAveragePool") {
ImportNodeOneOut<mlir::ONNXGlobalAveragePoolOp>(node, 1, 1); ImportNodeOneOut<mlir::ONNXGlobalAveragePoolOp>(node, 1, 1);
}else if (OpName == "GlobalLpPool") { }else if (OpName == "GlobalLpPool") {