[人工智能]深度学习训练部署三剑客cuda cudnn tensorrt unbuntu卸载 和 安装

1 cuda10以前的

cd /usr/local/cuda-xx.x/bin/
sudo ./uninstall_cuda_xx.x.pl
sudo rm -rf /usr/local/cuda-xx.x

2 cuda10以后的

cd /usr/local/cuda-xx.x/bin/
sudo ./cuda-uninstaller
sudo rm -rf /usr/local/cuda-xx.x

3 下载

https://developer.nvidia.com/cuda-downloads

4 cudnn下载

https://developer.nvidia.com/rdp/cudnn-archive

sudo cp cuda/lib64/* /usr/local/cuda/lib64/
sudo cp cuda/include/* /usr/local/cuda/include/
sudo chmod a+r /usr/local/cuda/include/cudnn.h

验证cudnn安装是否成功

cd NVIDIA_CUDA-8.0_Samples/1_Utilities/deviceQuery
make && ./deviceQuery

5 tensorrt下载 注意cuda cudnn还有ubuntu系统版本

https://developer.nvidia.com/nvidia-tensorrt-8x-download

官方命令，但是我自己从浏览器下载的，添加key再install

sudo dpkg -i nv-tensorrt-repo-${os}-${tag}_1-1_amd64.deb
sudo apt-key add /var/nv-tensorrt-repo-${os}-${tag}/7fa2af80.pub

sudo apt-get update
sudo apt-get install tensorrt

没成功安装容器吧
https://ngc.nvidia.com/catalog/containers/nvidia:tensorrt