wehub-resource-sync
56 lines
1.7 KiB
C++
56 lines
1.7 KiB
C++
//
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// LRNOnnx.cpp
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// MNNConverter
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//
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// Created by MNN on 2019/07/26.
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// Copyright © 2018, Alibaba Group Holding Limited
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//
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#include "onnxOpConverter.hpp"
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DECLARE_OP_CONVERTER(LRNOnnx);
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MNN::OpType LRNOnnx::opType() {
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return MNN::OpType_LRN;
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}
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MNN::OpParameter LRNOnnx::type() {
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return MNN::OpParameter_LRN;
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}
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void LRNOnnx::run(MNN::OpT* dstOp, const onnx::NodeProto* onnxNode,
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OnnxScope* scope) {
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auto param = new MNN::LRNT;
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int size = 0;
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float alpha = 0.0001;
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float beta = 0.75;
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float bias = 1.0;
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for (int i = 0; i < onnxNode->attribute_size(); ++i) {
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const auto& attributeProto = onnxNode->attribute(i);
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const auto& attributeName = attributeProto.name();
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if (attributeName == "size") {
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DCHECK(attributeProto.type() == ::onnx::AttributeProto_AttributeType_INT) << "Node Attribute ERROR";
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size = attributeProto.i();
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} else if (attributeName == "alpha") {
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DCHECK(attributeProto.type() == ::onnx::AttributeProto_AttributeType_FLOAT) << "Node Attribute ERROR";
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alpha = attributeProto.f();
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} else if (attributeName == "beta") {
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DCHECK(attributeProto.type() == ::onnx::AttributeProto_AttributeType_FLOAT) << "Node Attribute ERROR";
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beta = attributeProto.f();
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} else if (attributeName == "bias") {
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DCHECK(attributeProto.type() == ::onnx::AttributeProto_AttributeType_FLOAT) << "Node Attribute ERROR";
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bias = attributeProto.f();
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}
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}
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param->alpha = alpha;
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param->beta = beta;
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param->localSize = size;
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param->regionType = 0;
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param->bias = bias;
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dstOp->main.value = param;
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}
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REGISTER_CONVERTER(LRNOnnx, LRN);
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