文章目录
写在前面
自己的测试环境：
Ubuntu20.04,
本文安装的版本：
cuda_11.1.0；cuDNN-8.2.1；TensorRT-8.2.4.2
一、CUDA, cuDNN, TensorRT 三个库的版本的确定
参考如下链接：
1\] initative. CUDA安装\&cuDNN、TensorRT版本匹配 \[EB/OL\]. https://blog.csdn.net/initative/article/details/138213992, 2024-05-14/2024-07-10. ## 二、解决方法 cudnn: ```bash sudo cp cudnn-11.4-linux-x64-v8.2.4.15/cuda/include/cudnn*.h /usr/local/cuda-11.4/include sudo cp cudnn-11.4-linux-x64-v8.2.4.15/cuda/lib64/libcudnn* /usr/local/cuda-11.4/lib64 sudo cp -P cudnn-11.4-linux-x64-v8.2.4.15/cuda/lib64/libcudnn* /usr/local/cuda-11.4/lib64 sudo chmod a+r /usr/local/cuda-11.4/include/cudnn*.h /usr/local/cuda-11.4/lib64/libcudnn* ```   Tensorrt ```bash wong@wong-laptop:~/Datum/software_package/NVIDIA/TensorRT-8.2.4.2.Linux.x86_64-gnu.cuda-11.4.cudnn8.2/TensorRT-8.2.4.2$ sudo cp -r -P ./lib/* /usr/local/TensorRT-8.2.4.2/lib/ wong@wong-laptop:~/Datum/software_package/NVIDIA/TensorRT-8.2.4.2.Linux.x86_64-gnu.cuda-11.4.cudnn8.2/TensorRT-8.2.4.2$ sudo cp -r -P ./bin/* /usr/local/TensorRT-8.2.4.2/bin/ ``` 现在只有 `include` 未复制到 `/usr/local/TensorRT-8.2.4.2/include/` 下. ## 参考链接 \[1\] wangchengjue29. CUDA安装\&cuDNN、TensorRT版本匹配 \[EB/OL\]. https://blog.csdn.net/initative/article/details/138213992, 2024-05-14/ 2024-07-11. \[1\] (目前主要参考这个)秋山丶雪绪. 从零开始 TensorRT（1）环境篇：下载、安装、测试 \[EB/OL\]. https://blog.csdn.net/weixin_43605641/article/details/126744446, 2024-05-11/2024-07-08. \[2\] 星光2020. CUDA和cuDNN各版本下载及版本对应关系 \[EB/OL\]. https://blog.csdn.net/mbdong/article/details/121769951, 2021-12-07/2024-07-08. \[3\] stivory.Tensorrt安装及使用（python版本） \[EB/OL\]. https://blog.csdn.net/stivory/article/details/135847529, 2024-02-28/2024-07-08. \[4\] nvidia. cuDNN Archive \[EB/OL\]. https://developer.nvidia.com/rdp/cudnn-archive, xxxx-xx-xx/2024-07-08. \[5\] nvidia. NVIDIA TensorRT 8.x Download \[EB/OL\]. https://developer.nvidia.com/nvidia-tensorrt-8x-download, xxxx-xx-xx/2024-07-08. \[6\] 【深度学习】显卡驱动, cuda, cudnn的关系与版本对应问题 https://blog.csdn.net/All_In_gzx_cc/article/details/126126297 \[7\] https://docs.nvidia.com/deeplearning/tensorrt/archives/index.html#overview \[8\] https://docs.nvidia.com/deeplearning/tensorrt/release-notes/index.html#rel_8-0-3