Ubuntu 20.04 + cuda 11.3 + cuDNN 8.2.1

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已于 2022-04-15 22:16:58 修改 · 1.4w 阅读

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#深度学习 #ubuntu #cuda

于 2021-06-24 18:34:30 首次发布

本文详细指导了在Ubuntu系统上安装CUDA 11.3的步骤，包括驱动管理、cuDNN 8.2.1的下载和编译，以及遇到的问题如多驱动冲突和依赖库缺失的解决方案。重点介绍了如何解决编译sample时的GLUT和Vulkan库问题。

Ubuntu + cuda11.3+cuDNN8.2.1

文章目录

Ubuntu + cuda11.3+cuDNN8.2.1

安装CUDA11.3

查看当前驱动然后卸载

查看

dpkg -l | grep nvidia

卸载

sudo apt-get purge nvidia*

清理链接

sudo apt autoremove

查询可用驱动
ubuntu-drivers devices

ubuntu-drivers devices
WARNING:root:_pkg_get_support nvidia-driver-390: package has invalid Support Legacyheader, cannot determine support level
WARNING:root:_pkg_get_support nvidia-driver-510-server: package has invalid Support PBheader, cannot determine support level
WARNING:root:_pkg_get_support nvidia-driver-510: package has invalid Support PBheader, cannot determine support level
== /sys/devices/pci0000:00/0000:00:02.0/0000:02:00.0/0000:03:10.0/0000:05:00.0 ==
modalias : pci:v000010DEd00001B80sv00001043sd0000859Bbc03sc00i00
vendor   : NVIDIA Corporation
model    : GP104 [GeForce GTX 1080]
driver   : nvidia-driver-390 - third-party non-free
driver   : nvidia-driver-470 - distro non-free recommended
driver   : nvidia-driver-510-server - distro non-free
driver   : nvidia-driver-418-server - distro non-free
driver   : nvidia-driver-510 - third-party non-free
driver   : nvidia-driver-470-server - distro non-free
driver   : nvidia-driver-450-server - distro non-free
driver   : xserver-xorg-video-nouveau - distro free builtin