37 lines
1.2 KiB
C++
37 lines
1.2 KiB
C++
/*
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* Created by Marcos Luciano
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* https://www.github.com/marcoslucianops
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*/
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#include "channels_layer.h"
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#include <cassert>
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nvinfer1::ITensor*
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channelsLayer(int layerIdx, std::map<std::string, std::string>& block, nvinfer1::ITensor* input,
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nvinfer1::ITensor* implicitTensor, nvinfer1::INetworkDefinition* network)
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{
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nvinfer1::ITensor* output;
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assert(block.at("type") == "shift_channels" || block.at("type") == "control_channels");
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if (block.at("type") == "shift_channels") {
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nvinfer1::IElementWiseLayer* shift = network->addElementWise(*input, *implicitTensor,
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nvinfer1::ElementWiseOperation::kSUM);
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assert(shift != nullptr);
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std::string shiftLayerName = "shift_channels_" + std::to_string(layerIdx);
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shift->setName(shiftLayerName.c_str());
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output = shift->getOutput(0);
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}
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else if (block.at("type") == "control_channels") {
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nvinfer1::IElementWiseLayer* control = network->addElementWise(*input, *implicitTensor,
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nvinfer1::ElementWiseOperation::kPROD);
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assert(control != nullptr);
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std::string controlLayerName = "control_channels_" + std::to_string(layerIdx);
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control->setName(controlLayerName.c_str());
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output = control->getOutput(0);
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}
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return output;
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}
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