37 lines
1.0 KiB
C++
37 lines
1.0 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 "maxpool_layer.h"
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nvinfer1::ILayer* maxpoolLayer(
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int layerIdx,
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std::map<std::string, std::string>& block,
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nvinfer1::ITensor* input,
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nvinfer1::INetworkDefinition* network)
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{
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assert(block.at("type") == "maxpool");
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assert(block.find("size") != block.end());
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assert(block.find("stride") != block.end());
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int size = std::stoi(block.at("size"));
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int stride = std::stoi(block.at("stride"));
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int pad = 0;
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if (block.find("pad") != block.end())
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{
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pad = std::stoi(block.at("pad"));
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}
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nvinfer1::IPoolingLayer* pool
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= network->addPoolingNd(*input, nvinfer1::PoolingType::kMAX, nvinfer1::Dims{2, {size, size}});
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assert(pool);
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std::string maxpoolLayerName = "maxpool_" + std::to_string(layerIdx);
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pool->setStrideNd(nvinfer1::Dims{2, {stride, stride}});
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pool->setPaddingNd(nvinfer1::Dims{2, {pad, pad}});
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pool->setName(maxpoolLayerName.c_str());
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return pool;
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}
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