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这个Linux获得CUDA正式支持

  • 2026-03-16 02:39:29
这个Linux获得CUDA正式支持
近日，NVIDIA宣布正式对AlmaLinux提供CUDA支持，现在已经可以官方软件源中获取到相应的驱动和辅助软件包。
众所周知，CUDA作为统一计算架构，为GPU参与并行运算的关键技术，是训练和使用大模型必不可少的关键组件。因此，众多Linux发行版都很重视对NVIDIA CUDA的支持。
使用英伟达显卡的AlmaLinux用户，现在可以更加平滑的体验显卡驱动和CUDA升级。这一切都归功于AlmaLinux项目和英伟达之间的合作。
AlmaLinux项目组宣布从CUDA版本13.2开始，英伟达将对一些可商用的Linux发行版提供官方正式支持，其中就包括AlmaLinux。使用英伟达显卡的Almalinux用户现在可以使用官方提供的配置设置CUDA和驱动。
CUDA作为英伟达并行计算平台，可以让软件操作GPU进行通用目标场景下的运算。应用软件将运算敏感的任务交给GPU处理，能获得远超CPU运算的执行效率。
关于这一点，已经在AI大模型和机器学习的应用场景中得到了验证。
AlmaLinux同时还介绍了一种新的方式来安装英伟达的软件。CUDA的组件和驱动用户空间包，都将通过AlmaLinux的官方软件源进行分发，这极大地简化了安装步骤，并保持软件的同步状态。
在之前，当英伟达发布新的驱动时，AlmaLinux需要利用额外的时间进行打包和分发更新。由于这段时间的存在，会偶尔发生Linux内核与英伟达CUDA组件匹配不一致而无法正常工作的情况。
随着新的措施的应用，英伟达构建的软件包将直接利用AlmaLinux的基础设施进行分发，开启显卡驱动和CUDA更新同步到达的新时期。
在此项操作安排中，CUDA和用户空间的RPM软件包仍由英伟达进行签名，但是它们都被托管在nvidia.repo.almalinux.org软件仓库，而不是AlmaLinux的镜像网络。
需要注意的是，AlmaLinux会继续构建自签名的开源英伟达内核模块。
对于已经安装了AlmaLinux的开源英伟达驱动的用户，这项转变不要手动修改。在接下的系统更新中，AlmaLinux会自动切换新的软件仓配置并更新对应的软件包。
用户如果想要确认自己正在使用的英伟达软件包，是哪个版本，可以通过这个命令：
rpm -q almalinux-release-nvidia-driver
举个例子来讲，AlmaLinux 9和AlmaLinux 10 在执行完上述命令返回软件包的信息回事：
almalinux-release-nvidia-driver-9-4.el9.x86_64
almalinux-release-nvidia-driver-10-4.el10.x83.64
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  1. CONNECT:[ UseTime:0.000703s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000686s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.001109s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000361s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000514s ]
  6. SELECT * FROM `set` [ RunTime:0.000199s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000611s ]
  8. SELECT * FROM `article` WHERE `id` = 480244 LIMIT 1 [ RunTime:0.003124s ]
  9. UPDATE `article` SET `lasttime` = 1774593974 WHERE `id` = 480244 [ RunTime:0.011927s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 67 LIMIT 1 [ RunTime:0.000378s ]
  11. SELECT * FROM `article` WHERE `id` < 480244 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000520s ]
  12. SELECT * FROM `article` WHERE `id` > 480244 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000448s ]
  13. SELECT * FROM `article` WHERE `id` < 480244 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000762s ]
  14. SELECT * FROM `article` WHERE `id` < 480244 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.002343s ]
  15. SELECT * FROM `article` WHERE `id` < 480244 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.004529s ]
0.120797s