wehub-resource-sync
43 lines
1.5 KiB
C++
43 lines
1.5 KiB
C++
//
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// ROIPoolingOnnx.cpp
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// MNNConverter
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//
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// Created by MNN on 2021/10/27.
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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(ROIPoolingOnnx);
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MNN::OpType ROIPoolingOnnx::opType() { return MNN::OpType_ROIPooling; }
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MNN::OpParameter ROIPoolingOnnx::type() { return MNN::OpParameter_RoiParameters; }
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void ROIPoolingOnnx::run(MNN::OpT *dstOp, const onnx::NodeProto *onnxNode, OnnxScope *scope) {
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auto roiPool = new MNN::RoiParametersT;
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roiPool->spatialScale = 1;
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roiPool->poolType = MNN::PoolType_MAXPOOL;
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const auto attrSize = onnxNode->attribute_size();
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for (int i = 0; i < attrSize; ++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 == "pooled_shape") {
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DCHECK(attributeProto.type() == ::onnx::AttributeProto_AttributeType_INTS) << "Node Attribute ERROR";
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DCHECK(attributeProto.ints_size() == 2) << "Node Attribute ERROR";
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roiPool->pooledHeight = attributeProto.ints(0);
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roiPool->pooledWidth = attributeProto.ints(1);
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} else if (attributeName == "spatial_scale") {
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DCHECK(attributeProto.type() == ::onnx::AttributeProto_AttributeType_FLOAT) << "Node Attribute ERROR";
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roiPool->spatialScale = attributeProto.f();
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} else {
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DLOG(ERROR) << "TODO!";
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}
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}
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dstOp->main.value = roiPool;
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};
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REGISTER_CONVERTER(ROIPoolingOnnx, MaxRoiPool);
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