/* * Copyright (c) 2019-2020, NVIDIA CORPORATION. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a * copy of this software and associated documentation files (the "Software"), * to deal in the Software without restriction, including without limitation * the rights to use, copy, modify, merge, publish, distribute, sublicense, * and/or sell copies of the Software, and to permit persons to whom the * Software is furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER * DEALINGS IN THE SOFTWARE. */ #ifndef __TRT_UTILS_H__ #define __TRT_UTILS_H__ #include #include #include #include #include #include #include #include "NvInfer.h" #define UNUSED(expr) (void)(expr) #define DIVUP(n, d) ((n) + (d)-1) / (d) std::string trim(std::string s); float clamp(const float val, const float minVal, const float maxVal); bool fileExists(const std::string fileName, bool verbose = true); std::vector loadWeights(const std::string weightsFilePath, const std::string& networkType); std::string dimsToString(const nvinfer1::Dims d); void displayDimType(const nvinfer1::Dims d); int getNumChannels(nvinfer1::ITensor* t); uint64_t get3DTensorVolume(nvinfer1::Dims inputDims); // Helper functions to create yolo engine nvinfer1::ILayer* netAddMaxpool(int layerIdx, std::map& block, nvinfer1::ITensor* input, nvinfer1::INetworkDefinition* network); nvinfer1::ILayer* netAddConvLinear(int layerIdx, std::map& block, std::vector& weights, std::vector& trtWeights, int& weightPtr, int& inputChannels, nvinfer1::ITensor* input, nvinfer1::INetworkDefinition* network); nvinfer1::ILayer* netAddConvBNLeaky(int layerIdx, std::map& block, std::vector& weights, std::vector& trtWeights, int& weightPtr, int& inputChannels, nvinfer1::ITensor* input, nvinfer1::INetworkDefinition* network); nvinfer1::ILayer* netAddUpsample(int layerIdx, std::map& block, std::vector& weights, std::vector& trtWeights, int& inputChannels, nvinfer1::ITensor* input, nvinfer1::INetworkDefinition* network); void printLayerInfo(std::string layerIndex, std::string layerName, std::string layerInput, std::string layerOutput, std::string weightPtr); #endif