cmake_minimum_required(VERSION 3.20) project(Trt_plugin_example LANGUAGES CXX CUDA) # 设置CUDA相关选项 set(CMAKE_CUDA_STANDARD 17) set(CMAKE_CUDA_STANDARD_REQUIRED ON) set(CMAKE_CUDA_ARCHITECTURES 75) # TensorRT路径 set(TRT_ROOT_DIR "D:/gwx/code/vs2022/tensorrt/TensorRT-10.6.0.26") # 添...
github.com/NVIDIA/Tenso这个代码只能编译出libnvinfer_plugin.so、libnvinfer_vc_plugin.so、libnvonnxparser.so,并没有生成最核心的libnvinfer.so。 github.com/NVIDIA/Tenso This repository contains the Open Source Software (OSS) components of NVIDIA TensorRT. It includes the sources for TensorRT plugins ...
其中原理是啥,这就涉及到了另外一个库onnx-tensorrt[2],可以解析onnx模型并且将onnx中的每一个op转换为TensorRT的op,进而构建得到engine,trtexec转模型的核心就是onnx-tensorrt。 如果没有onnx-tensorrt[3],我们该怎么使用TensorRT去加速你的模型的呢? 幸运的是TensorRT官方提供了API[4]去搭建网络,你可以像使用P...
# TensorRT OSS Release Changelog ## 10.6.0 GA - 2024-11-05 Key Feature and Updates: - Demo Changes - demoBERT: The use of `fcPlugin` in demoBERT has been removed. - demoBERT: All TensorRT plugins now used in demoBERT (`CustomEmbLayerNormDynamic`, `CustomSkipLayerNormDynamic`, and ...
TensorRT 的安装介绍可根据博文TensorRT安装及使用教程和windows安装tensorrt了解。 1.1 部署流程 基于ONNX路线,调用C++、Python接口后交给Builder,最后生成引擎。 1.2 正确导出onnx 简单写了一个例子: import torch import torch.nn as nn class Model(nn.Module): ...
openssh-server # 安装 OpenSSH 服务器，以支持 ssh 连接针对文中出现的 install-tensorrt.sh 和 ...
tensorRT_Pro-main-ys/lib") find_package(CUDA REQUIRED) #find_package查找需要链接的lib find_package(OpenCV) include_directories( #设置包含的目录 ${PROJECT_SOURCE_DIR}/src ${PROJECT_SOURCE_DIR}/src/application ${PROJECT_SOURCE_DIR}/src/tensorRT ${PROJECT_SOURCE_DIR}/src/tensorRT/common ${...
nvinfer1::IPluginFactory* pluginFactory=NULL, deviceType device=DEVICE_GPU, cudaStream_t stream=NULL ); /** * Load network resources from an existing TensorRT engine instance. * @param engine_stream Memory containing the serialized engine plan file. * @param engine_size Size of the ser...
include_directories(/home/***/TensorRT-8.2.1.8/include) link_directories(/home/***/TensorRT-8.2.1.8/lib) 1 2 4.6 qt应用的设置 打开全局moc,设置自动生成moc文件,AUTOMOC打开可以省去QT5_WRAP_CPP命令.如果源代码中使用qt的QObject派生的C++类,一定要设置 set(CMAKE_AUTOMOC ON) set(CMAKE_AUTORCC ...
HOMEPAGE_URL "https://github.com/NVIDIA/TensorRT") if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) set(CMAKE_INSTALL_PREFIX ${TRT_LIB_DIR}/../ CACHE PATH "TensorRT installation" FORCE) endif(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT) option(BUILD_PLUGINS "Build TensorRT plugin" ON)...