{"id":2806,"date":"2026-06-04T17:26:32","date_gmt":"2026-06-04T09:26:32","guid":{"rendered":"https:\/\/www.iserver.com.tw\/?p=2806"},"modified":"2026-06-04T17:37:55","modified_gmt":"2026-06-04T09:37:55","slug":"ubuntu-26-04-server-nvidia-cuda-13-3-nvidia-driver-%e5%ae%89%e8%a3%9d%e6%b5%81%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/www.iserver.com.tw\/?p=2806","title":{"rendered":"Ubuntu 26.04 Server + NVIDIA CUDA 13.3 + NVIDIA Driver \u5b89\u88dd\u6d41\u7a0b"},"content":{"rendered":"<p>\u672c\u7bc7\u6587\u7ae0\u91dd\u5c0d\u53f0\u7063\u4f01\u696d IT \u4eba\u54e1\uff0c\u63d0\u4f9b\u4e00\u5957\u5728 Ubuntu 26.04 Server \u4e0a\u5b89\u88dd NVIDIA \u986f\u793a\u9a45\u52d5\uff08NVIDIA Driver\uff09\u8207 CUDA Toolkit 13.3 \u7684\u8a73\u7d30\u5be6\u4f5c\u6d41\u7a0b\u8207\u6ce8\u610f\u4e8b\u9805\u3002\u5167\u5bb9\u5305\u542b APT\uff08\u5957\u4ef6\u7ba1\u7406\uff09\u5b89\u88dd\u65b9\u5f0f\u8207 Runfile\uff08NVIDIA \u5b98\u65b9\u57f7\u884c\u6a94\uff09\u5b89\u88dd\u65b9\u5f0f\u3001\u74b0\u5883\u8b8a\u6578\u8a2d\u5b9a\u3001\u9a57\u8b49\u6307\u4ee4\u3001\u5e38\u898b\u932f\u8aa4\u6392\u9664\u3001APT \u8207 Runfile \u7684\u6bd4\u8f03\u3001\u9069\u7528\u60c5\u5883\u5efa\u8b70\uff0c\u4ee5\u53ca\u6700\u5f8c\u7684 FAQ\u3002\u9069\u7528\u65bc\u7121\u982d\uff08headless\uff09GPU \u4f3a\u670d\u5668\u6216\u9700\u8981 GPU \u52a0\u901f\u7684\u904b\u7b97\u74b0\u5883\uff08\u5982\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u3001\u63a8\u8ad6\u3001HPC\uff09\u3002<\/p>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u524d\u7f6e\u689d\u4ef6\u8207\u74b0\u5883\u6aa2\u67e5\uff08Ubuntu 26.04 Server\uff09<\/h2>\n<p>\u5728\u958b\u59cb\u5b89\u88dd\u524d\uff0c\u8acb\u5148\u78ba\u5b9a\u7cfb\u7d71\u8207\u786c\u9ad4\u74b0\u5883\uff1a<\/p>\n<ul>\n<li>\u4f5c\u696d\u7cfb\u7d71\uff1aUbuntu 26.04 Server\uff08\u8acb\u78ba\u8a8d\u5df2\u66f4\u65b0\u5230\u6700\u65b0\u5957\u4ef6\uff09\u3002<\/li>\n<li>\u786c\u9ad4\uff1a\u6709\u76f8\u5bb9\u7684 NVIDIA GPU\uff08\u78ba\u8a8d GPU \u578b\u865f\u8207\u5c0d\u61c9\u9a45\u52d5\u652f\u63f4\uff09\u3002<\/li>\n<li>\u7db2\u8def\uff1a\u80fd\u9023\u7dda\u5230 NVIDIA \u5b98\u65b9 repository \u6216\u53ef\u4e0b\u8f09 Runfile \u5b89\u88dd\u6a94\u3002<\/li>\n<li>\u6b0a\u9650\uff1a\u9700\u5177\u5099 sudo \u6216 root \u6b0a\u9650\u3002<\/li>\n<\/ul>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u7cfb\u7d71\u66f4\u65b0\u8207\u5fc5\u8981\u5957\u4ef6<\/h3>\n<p>\u5efa\u8b70\u5148\u66f4\u65b0\u7cfb\u7d71\u4e26\u5b89\u88dd\u7de8\u8b6f\u6a21\u7d44\u6240\u9700\u5957\u4ef6\uff1a<\/p>\n<pre>\nsudo apt update\nsudo apt upgrade -y\nsudo apt install -y build-essential dkms linux-headers-$(uname -r) curl ca-certificates gnupg lsb-release\n<\/pre>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u5b89\u88dd\u524d\u6ce8\u610f\uff1a\u95dc\u9589\u6216\u8655\u7406 Nouveau \u9a45\u52d5\u8207 Secure Boot<\/h2>\n<p>Nouveau\uff08\u958b\u653e\u539f\u59cb\u78bc NVIDIA \u9a45\u52d5\uff09\u6703\u8207\u5b98\u65b9\u9a45\u52d5\u885d\u7a81\uff0c\u5fc5\u9808\u505c\u7528\u6216\u5c01\u9396\u3002\u82e5\u4e3b\u677f\u555f\u7528 Secure Boot\uff0cNVIDIA \u6838\u5fc3\u6a21\u7d44\u53ef\u80fd\u7121\u6cd5\u8f09\u5165\uff08\u56e0\u70ba\u6a21\u7d44\u672a\u7c3d\u7ae0\uff09\uff0c\u53ef\u4ee5\u9078\u64c7\u95dc\u9589 Secure Boot \u6216\u5728\u5b89\u88dd\u904e\u7a0b\u4e2d\u4f7f\u7528 MOK \u767b\u8a18\u6a21\u7d44\u7c3d\u7ae0\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u5c01\u9396 Nouveau\uff08\u793a\u7bc4\uff09<\/h3>\n<pre>\necho \"blacklist nouveau\" | sudo tee \/etc\/modprobe.d\/blacklist-nouveau.conf\necho \"options nouveau modeset=0\" | sudo tee -a \/etc\/modprobe.d\/blacklist-nouveau.conf\nsudo update-initramfs -u\nsudo reboot\n<\/pre>\n<p>\u91cd\u958b\u6a5f\u5f8c\u53ef\u7528 lsmod | grep nouveau \u6aa2\u67e5\u662f\u5426\u4ecd\u88ab\u8f09\u5165\u3002<\/p>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u65b9\u6cd5\u4e00\uff1aAPT\uff08Repository\uff09\u5b89\u88dd NVIDIA Driver \u8207 CUDA 13.3\uff08\u63a8\u85a6\u751f\u7522\u74b0\u5883\uff09<\/h2>\n<p>APT \u5b89\u88dd\u7684\u597d\u8655\u662f\u8207\u7cfb\u7d71\u5957\u4ef6\u7ba1\u7406\u6574\u5408\u3001\u66f4\u65b0\u8207\u79fb\u9664\u8f03\u7c21\u55ae\uff0c\u4e26\u4e14\u8f03\u5bb9\u6613\u914d\u5408 DKMS \u81ea\u52d5\u91cd\u7de8\u8b6f\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u6b65\u9a5f 1\uff1a\u65b0\u589e NVIDIA apt repository\uff08\u5efa\u8b70\u4f7f\u7528 NVIDIA \u5b98\u65b9 keyring \u5957\u4ef6\uff09<\/h3>\n<p>\u5efa\u8b70\u900f\u904e NVIDIA \u7684\u5b98\u65b9 repo \u5957\u4ef6\u6216 keyring \u65b9\u5f0f\u52a0\u5165\u91d1\u9470\u8207 repository\u3002\u4ee5\u4e0b\u70ba\u6a19\u6e96\u6d41\u7a0b\uff08\u8acb\u4ee5 NVIDIA \u5b98\u65b9\u6587\u4ef6\u70ba\u6e96\uff0cURL \u53ef\u80fd\u6703\u96a8\u7248\u672c\u8abf\u6574\uff09\uff1a<\/p>\n<pre>\n# \u5b89\u88dd NVIDIA keyring\uff08\u793a\u610f\uff09\ncurl -fsSL https:\/\/developer.download.nvidia.com\/compute\/cuda\/repos\/ubuntu2604\/x86_64\/3bf863cc.pub | sudo gpg --dearmor -o \/usr\/share\/keyrings\/nvidia-archive-keyring.gpg\n\n# \u65b0\u589e repository\uff08\u8acb\u78ba\u8a8d repo \u8def\u5f91\u662f\u5426\u5c0d\u61c9 ubuntu2604 \u8207 x86_64\uff09\necho \"deb [signed-by=\/usr\/share\/keyrings\/nvidia-archive-keyring.gpg] https:\/\/developer.download.nvidia.com\/compute\/cuda\/repos\/ubuntu2604\/x86_64\/ \/\" | sudo tee \/etc\/apt\/sources.list.d\/cuda.list\n\nsudo apt update\n<\/pre>\n<p>\u6ce8\u610f\uff1aUbuntu 26.04 \u7684 repository \u540d\u7a31\u53ef\u80fd\u6703\u96a8 NVIDIA \u5b98\u7db2\u8abf\u6574\uff0c\u5efa\u8b70\u5230 NVIDIA CUDA Downloads \u9801\u9762\u9078\u64c7 Ubuntu 26.04 \u4e26\u8907\u88fd\u5b98\u65b9\u6307\u4ee4\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u6b65\u9a5f 2\uff1a\u5b89\u88dd\u9a45\u52d5\uff08\u7bc4\u4f8b\uff1anvidia-driver\uff09<\/h3>\n<p>\u53ef\u9078\u64c7\u5b89\u88dd\u7279\u5b9a\u7248\u672c\u6216\u7531\u7cfb\u7d71\u81ea\u52d5\u6c7a\u5b9a\u3002\u8209\u4f8b\u5b89\u88dd\u8f03\u65b0\u7684\u751f\u7522\u5efa\u8b70\u9a45\u52d5\uff08\u8acb\u4f9d\u9700\u6c42\u9078\u64c7\u9069\u5408\u7248\u672c\u865f\uff0c\u5982 535\u3001545 \u7b49\uff09\uff1a<\/p>\n<pre>\n# \u67e5\u8a62\u53ef\u7528\u9a45\u52d5\napt-cache search nvidia-driver\n\n# \u5b89\u88dd\u9a45\u52d5\uff08\u7bc4\u4f8b\uff09\nsudo apt install -y nvidia-driver-535\n<\/pre>\n<p>\u5b89\u88dd\u5b8c\u6210\u5f8c\u91cd\u958b\u6a5f\uff1a<\/p>\n<pre>\nsudo reboot\n<\/pre>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u6b65\u9a5f 3\uff1a\u5b89\u88dd CUDA Toolkit 13.3\uff08APT\uff09<\/h3>\n<p>\u5728\u52a0\u5165 NVIDIA repo \u5f8c\uff0c\u76f4\u63a5\u4f7f\u7528 apt \u5b89\u88dd CUDA \u5de5\u5177\u5305\uff1a<\/p>\n<pre>\n# \u5b89\u88dd CUDA 13.3 ToolKit\uff08\u5957\u4ef6\u540d\u7a31\u793a\u610f\uff0c\u8acb\u4ee5\u5b98\u65b9\u5009\u5eab\u7684\u6b63\u78ba\u5957\u4ef6\u540d\u7a31\u70ba\u6e96\uff09\nsudo apt update\nsudo apt install -y cuda-toolkit-13-3\n<\/pre>\n<p>\u6216\u5b89\u88dd\u6574\u500b CUDA \u5957\u4ef6\uff08\u5305\u542b driver \u8207 toolkit\uff09\uff1asudo apt install -y cuda-13-3<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u6b65\u9a5f 4\uff1a\u8a2d\u5b9a\u74b0\u5883\u8b8a\u6578\uff08APT \u65b9\u5f0f\uff09<\/h3>\n<p>\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0cCUDA \u7684\u57f7\u884c\u6a94\u8207\u51fd\u5f0f\u5eab\u901a\u5e38\u4f4d\u65bc \/usr\/local\/cuda-13.3\uff08\u6216 \/usr\/local\/cuda \u6307\u5411\u7576\u524d\u7248\u672c\uff09\u3002\u5efa\u8b70\u5c07\u4ee5\u4e0b\u5167\u5bb9\u52a0\u5165 \/etc\/profile.d\/cuda.sh\uff08\u7cfb\u7d71\u5c64\uff09\u6216\u4f7f\u7528\u8005\u7684 ~\/.bashrc\uff1a<\/p>\n<pre>\n# \/etc\/profile.d\/cuda.sh\uff08\u7bc4\u4f8b\uff09\nexport CUDA_HOME=\/usr\/local\/cuda-13.3\nexport PATH=${CUDA_HOME}\/bin:${PATH}\nexport LD_LIBRARY_PATH=${CUDA_HOME}\/lib64:${LD_LIBRARY_PATH}\n<\/pre>\n<p>\u5132\u5b58\u5f8c\u57f7\u884c\uff1asource \/etc\/profile.d\/cuda.sh \u6216\u91cd\u65b0\u767b\u5165\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u9a57\u8b49\uff08APT\uff09<\/h3>\n<p>\u5b89\u88dd\u8207\u8a2d\u5b9a\u5b8c\u6210\u5f8c\uff0c\u9a57\u8b49\u65b9\u5f0f\u5982\u4e0b\uff1a<\/p>\n<pre>\n# \u9a45\u52d5\u8207 GPU \u78ba\u8a8d\nnvidia-smi\n\n# nvcc\uff08CUDA \u7de8\u8b6f\u5668\uff09\u7248\u672c\nnvcc --version\n\n# \u6e2c\u8a66 CUDA \u57f7\u884c\uff08\u53ef\u5207\u63db\u5230 Samples \u7bc4\u4f8b\uff09\n\/usr\/local\/cuda-13.3\/bin\/cuda-install-samples-13.3.sh ~\ncd ~\/NVIDIA_CUDA-13.3_Samples\/1_Utilities\/deviceQuery\nmake\n.\/deviceQuery\n<\/pre>\n<p>deviceQuery \u61c9\u56de\u5831 &#8220;Result = PASS&#8221; \u4e26\u5217\u51fa\u88dd\u7f6e\u8cc7\u8a0a\u3002<\/p>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u65b9\u6cd5\u4e8c\uff1aRunfile\uff08NVIDIA \u5b98\u65b9\u57f7\u884c\u6a94\uff09\u5b89\u88dd\uff08\u9069\u5408\u9700\u8981\u5b8c\u5168\u63a7\u5236\u6216\u96e2\u7dda\u5b89\u88dd\uff09<\/h2>\n<p>Runfile \u662f NVIDIA \u5b98\u65b9\u63d0\u4f9b\u7684\u55ae\u4e00\u53ef\u57f7\u884c\u5b89\u88dd\u6a94\uff0c\u53ef\u5728\u6c92\u6709\u7db2\u8def repository \u7684\u74b0\u5883\u6216\u9700\u8981\u7279\u5225\u9078\u9805\uff08\u4f8b\u5982\u53ea\u5b89\u88dd Toolkit \u800c\u4e0d\u5b89\u88dd Driver\uff09\u6642\u4f7f\u7528\u3002\u7f3a\u9ede\u662f\u9808\u81ea\u884c\u7ba1\u7406\u5378\u8f09\u8207\u66f4\u65b0\uff0c\u4e14\u8f03\u5bb9\u6613\u8207\u7cfb\u7d71\u5957\u4ef6\u7522\u751f\u885d\u7a81\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u4e0b\u8f09 Runfile<\/h3>\n<p>\u5230 NVIDIA CUDA Downloads \u9801\u9762\u9078\u64c7 Linux \/ x86_64 \/ Ubuntu \/ 26.04 \/ runfile (local) \u4e26\u4e0b\u8f09 cuda_13.3.<\u7248\u672c>_linux.run \u81f3\u4f3a\u670d\u5668\u3002\u5047\u8a2d\u6a94\u540d\u70ba cuda_13.3.0_XXXX_linux.run\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u5b89\u88dd\u6b65\u9a5f\uff08\u7bc4\u4f8b\uff09<\/h3>\n<pre>\n# \u6a19\u8a18\u53ef\u57f7\u884c\nchmod +x cuda_13.3.0_linux.run\n\n# \u82e5\u8981\u540c\u6642\u5b89\u88dd driver\uff0c\u57f7\u884c\u4ee5\u4e0b\uff08\u4e92\u52d5\u5f0f\u6216\u52a0\u4e0a\u53c3\u6578\uff09\nsudo .\/cuda_13.3.0_linux.run\n\n# \u82e5\u53ea\u60f3\u5b89\u88dd toolkit\uff0c\u4e0d\u5b89\u88dd driver\uff08driver \u6539\u7528 apt \u5b89\u88dd\u6216\u5df2\u6709\u5408\u9069 driver\uff09\nsudo .\/cuda_13.3.0_linux.run --silent --toolkit\n\n# \u82e5\u8981\u4f7f\u7528 DKMS \u5b89\u88dd\u9a45\u52d5\uff08\u82e5 runfile \u652f\u63f4\uff09\u53ef\u9078\u64c7 --dkms\nsudo .\/cuda_13.3.0_linux.run --silent --driver --dkms --toolkit\n<\/pre>\n<p>\u6ce8\u610f\uff1a\u4e92\u52d5\u5b89\u88dd\u6703\u8a62\u554f\u662f\u5426\u5b89\u88dd driver\u3001Toolkit\u3001Samples \u7b49\uff0c\u82e5\u7cfb\u7d71\u5df2\u5b89\u88dd\u4f86\u81ea apt \u7684 driver\uff0c\u5efa\u8b70\u53ea\u5b89\u88dd Toolkit\uff08&#8211;toolkit\uff09\u4ee5\u907f\u514d\u885d\u7a81\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">Runfile \u5e38\u898b\u5b89\u88dd\u9078\u9805<\/h3>\n<ul>\n<li>&#8211;silent\uff1a\u975c\u9ed8\u5b89\u88dd\uff08\u975e\u4e92\u52d5\uff09\u3002<\/li>\n<li>&#8211;toolkit\uff1a\u53ea\u5b89\u88dd CUDA Toolkit\u3002<\/li>\n<li>&#8211;driver\uff1a\u5b89\u88dd NVIDIA Driver\uff08\u6703\u5b89\u88dd\u79c1\u6709\u9a45\u52d5\uff09\u3002<\/li>\n<li>&#8211;samples\uff1a\u5b89\u88dd\u7bc4\u4f8b\u7a0b\u5f0f\u3002<\/li>\n<li>&#8211;dkms\uff1a\u4f7f\u7528 DKMS \u5efa\u7acb\u6a21\u7d44\u4ee5\u4fbf kernel \u66f4\u65b0\u5f8c\u81ea\u52d5\u91cd\u7de8\u8b6f\u3002<\/li>\n<\/ul>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">Runfile \u5f8c\u7e8c\u8a2d\u5b9a<\/h3>\n<p>Runfile \u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u8acb\u624b\u52d5\u52a0\u5165\u74b0\u5883\u8b8a\u6578\uff08\u8207 APT \u985e\u4f3c\uff09\uff1a<\/p>\n<pre>\nexport CUDA_HOME=\/usr\/local\/cuda-13.3\nexport PATH=${CUDA_HOME}\/bin:${PATH}\nexport LD_LIBRARY_PATH=${CUDA_HOME}\/lib64:${LD_LIBRARY_PATH}\n<\/pre>\n<p>\u82e5 runfile \u5b89\u88dd\u5728 \/usr\/local\/cuda\uff0c\u8acb\u5c0d\u61c9\u4fee\u6539\u8b8a\u6578\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u9a57\u8b49\uff08Runfile\uff09<\/h3>\n<p>\u9a57\u8b49\u65b9\u5f0f\u540c APT\uff1a<\/p>\n<pre>\nnvidia-smi\nnvcc --version\n# \u4f7f\u7528\u7bc4\u4f8b\u7de8\u8b6f\u6e2c\u8a66\ncd ~\/NVIDIA_CUDA-13.3_Samples\/1_Utilities\/deviceQuery\nmake\n.\/deviceQuery\n<\/pre>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u74b0\u5883\u8b8a\u6578\u7d30\u7bc0\u8207 system-wide \u8a2d\u5b9a\u5efa\u8b70<\/h2>\n<p>\u70ba\u4e86\u7cfb\u7d71\u5316\u7ba1\u7406\uff0c\u5efa\u8b70\u5efa\u7acb\u4e00\u500b\u5168\u7cfb\u7d71\u7684\u74b0\u5883\u8a2d\u5b9a\u6a94 \/etc\/profile.d\/cuda.sh\uff0c\u5982\u4e0b\uff1a<\/p>\n<pre>\n#!\/bin\/sh\nexport CUDA_HOME=\/usr\/local\/cuda-13.3\nexport PATH=${CUDA_HOME}\/bin:${PATH}\nexport LD_LIBRARY_PATH=${CUDA_HOME}\/lib64:${LD_LIBRARY_PATH}\n<\/pre>\n<p>\u8a2d\u5b9a\u6a94\u5132\u5b58\u5f8c\u7d66\u4e88\u57f7\u884c\u6b0a\u9650\u4e26\u91cd\u65b0\u767b\u5165\u3002\u91dd\u5c0d Docker \u6216\u5bb9\u5668\u5316\u74b0\u5883\uff0c\u901a\u5e38\u5728 container image \u88e1\u9762\u8a2d\u5b9a\u76f8\u540c\u8b8a\u6578\u6216\u900f\u904e\u74b0\u5883\u8b8a\u6578\u6ce8\u5165\u3002<\/p>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u9a57\u8b49\u6e05\u55ae\uff08\u5e38\u7528\u6307\u4ee4\uff09<\/h2>\n<ul>\n<li>nvidia-smi\uff1a\u986f\u793a\u9a45\u52d5\u8207 GPU \u4f7f\u7528\u72c0\u614b\u3002<\/li>\n<li>nvcc &#8211;version\uff1a\u6aa2\u67e5 CUDA \u7de8\u8b6f\u5668\u7248\u672c\u3002<\/li>\n<li>ldconfig -p | grep cuda \u6216 ls \/usr\/local\/cuda-13.3\/lib64\uff1a\u6aa2\u67e5 CUDA \u51fd\u5f0f\u5eab\u3002<\/li>\n<li>lspci -k | grep -A 2 -i nvidia\uff1a\u67e5\u770b kernel driver in use\u3002<\/li>\n<li>dkms status\uff1a\u6aa2\u67e5\u9a45\u52d5\u6a21\u7d44\u662f\u5426\u5df2\u7531 DKMS \u7ba1\u7406\u3002<\/li>\n<li>modinfo nvidia\uff1a\u6aa2\u67e5\u8f09\u5165\u7684 nvidia kernel module \u8cc7\u8a0a\u3002<\/li>\n<\/ul>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u5e38\u898b\u932f\u8aa4\u8207\u6392\u9664\u7b56\u7565<\/h2>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">1. nvidia-smi \u986f\u793a &#8220;No devices were found&#8221; \u6216\u9a45\u52d5\u7248\u672c 0<\/h3>\n<p>\u53ef\u80fd\u539f\u56e0\uff1a<\/p>\n<ul>\n<li>\u9a45\u52d5\u672a\u6b63\u78ba\u8f09\u5165\uff08modprobe nvidia \u6aa2\u67e5\uff09\u3002<\/li>\n<li>Nouveau \u5c1a\u672a\u95dc\u9589\u6216\u885d\u7a81\u3002<\/li>\n<li>Secure Boot \u963b\u6b62\u6a21\u7d44\u8f09\u5165\uff08\u9700\u95dc\u9589 Secure Boot \u6216\u4f7f\u7528 MOK \u7c3d\u7ae0\uff09\u3002<\/li>\n<li>\u9a45\u52d5\u7248\u672c\u4e0d\u652f\u63f4\u8a72 GPU\uff08\u6aa2\u67e5 gpu \u8207 driver \u76f8\u5bb9\u6027\uff09\u3002<\/li>\n<\/ul>\n<p>\u6392\u9664\u6b65\u9a5f\uff1a<\/p>\n<pre>\n# \u6aa2\u67e5\u6a21\u7d44\nlsmod | grep nvidia\ndmesg | grep -i nvidia\n# \u6aa2\u67e5\u662f\u5426\u6709 nouveau\nlsmod | grep nouveau\n# \u6aa2\u67e5 kernel headers \u8207\u76ee\u524d kernel \u76f8\u7b26\nsudo apt install linux-headers-$(uname -r)\n<\/pre>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">2. nvcc \u627e\u4e0d\u5230\uff0c\u4f46 nvidia-smi \u6b63\u5e38<\/h3>\n<p>\u4ee3\u8868\u53ea\u6709 driver \u6b63\u5e38\u4f46 CUDA Toolkit \u672a\u52a0\u5165 PATH\u3002\u6aa2\u67e5 \/usr\/local\/ \u4e0b\u7684 cuda \u76ee\u9304\uff0c\u4e26\u78ba\u8a8d\u74b0\u5883\u8b8a\u6578\u662f\u5426\u6b63\u78ba\u8a2d\u5b9a\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">3. \u5b89\u88dd\u5931\u6557\u6642 apt \u51fa\u73fe\u5957\u4ef6\u885d\u7a81<\/h3>\n<p>\u591a\u534a\u662f\u56e0\u70ba runfile \u5b89\u88dd\u8207 apt \u5b89\u88dd\u5f7c\u6b64\u885d\u7a81\u5c0e\u81f4\uff0c\u5efa\u8b70\u5148\u7d71\u4e00\u79fb\u9664\u820a\u9a45\u52d5\u518d\u91cd\u65b0\u5b89\u88dd\uff1a<\/p>\n<pre>\n# \u82e5\u4f7f\u7528 runfile \u5b89\u88dd\uff0c\u53ef\u80fd\u9700\u57f7\u884c uninstall script\nsudo \/usr\/local\/cuda-13.3\/bin\/uninstall_cuda_<version>.pl  # \u82e5\u5b58\u5728\n\n# \u79fb\u9664 apt \u7684 NVIDIA \u5957\u4ef6\nsudo apt remove --purge '^nvidia-.*' 'cuda-.*' -y\nsudo apt autoremove -y\n<\/pre>\n<p>\u91cd\u958b\u6a5f\u5f8c\u518d\u4f9d\u9078\u5b9a\u65b9\u5f0f\u91cd\u88dd\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">4. DKMS \u7de8\u8b6f\u932f\u8aa4\uff08kernel module build fails\uff09<\/h3>\n<p>\u5e38\u898b\u65bc kernel headers \u8207\u76ee\u524d kernel \u4e0d\u5339\u914d\u6216\u7f3a\u5c11 build \u5de5\u5177\u3002\u8acb\u78ba\u8a8d linux-headers \u8207 gcc \u7248\u672c\u76f8\u5bb9\uff1a<\/p>\n<pre>\nsudo apt install --reinstall build-essential dkms linux-headers-$(uname -r)\n<\/pre>\n<p>\u6aa2\u67e5 \/var\/lib\/dkms\/nvidia\/<version>\/build\/make.log \u4ee5\u7372\u53d6\u8a73\u7d30\u932f\u8aa4\u8a0a\u606f\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">5. Secure Boot\uff08\u6a21\u7d44\u7c3d\u7ae0\uff09\u554f\u984c<\/h3>\n<p>\u82e5\u7cfb\u7d71\u555f\u7528\u4e86 Secure Boot\uff0c\u5167\u6838\u6703\u62d2\u7d55\u672a\u7c3d\u7ae0\u7684\u6a21\u7d44\u3002\u8655\u7406\u65b9\u5f0f\uff1a<\/p>\n<ul>\n<li>\u5728 BIOS\/UEFI \u95dc\u9589 Secure Boot\uff08\u6700\u76f4\u63a5\uff09\u3002<\/li>\n<li>\u4f7f\u7528 mokutil \u767b\u8a18\u7c3d\u7ae0\u91d1\u9470\uff08\u82e5\u8981\u4fdd\u7559 Secure Boot\uff0c\u53ef\u5728\u5b89\u88dd\u904e\u7a0b\u4e2d\u7522\u751f\u91d1\u9470\u4e26\u900f\u904e MOK \u7ba1\u7406\u54e1\u8a3b\u518a\uff09\u3002<\/li>\n<\/ul>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">APT \u8207 Runfile \u7684\u6bd4\u8f03\uff08\u512a\u7f3a\u9ede\u3001\u5efa\u8b70\u4f7f\u7528\u60c5\u5883\uff09<\/h2>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">APT\uff08Repository\uff09<\/h3>\n<ul>\n<li>\u512a\u9ede\uff1a\n<ul>\n<li>\u6574\u5408\u7cfb\u7d71\u5957\u4ef6\u7ba1\u7406\uff0c\u66f4\u65b0\/\u79fb\u9664\u65b9\u4fbf\u3002<\/li>\n<li>\u5f80\u5f80\u652f\u63f4 DKMS\uff0c\u81ea\u52d5\u5728 kernel \u66f4\u65b0\u5f8c\u91cd\u7de8\u8b6f\u6a21\u7d44\u3002<\/li>\n<li>\u9069\u5408\u9577\u671f\u7dad\u904b\u8207\u53e2\u96c6\u74b0\u5883\uff08\u4f8b\u5982 HPC \u6216\u4f01\u696d\u4f3a\u670d\u5668\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u7f3a\u9ede\uff1a\n<ul>\n<li>repo \u4e2d\u7684\u7248\u672c\u53ef\u80fd\u6bd4\u5b98\u65b9 Runfile \u6162\u4e00\u4e9b\u3002<\/li>\n<li>\u5728\u975e\u5e38\u7279\u6b8a\u6216\u81ea\u8a02\u9700\u6c42\u6642\uff0c\u5f48\u6027\u8f03\u4f4e\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">Runfile\uff08\u5b98\u65b9\u57f7\u884c\u6a94\uff09<\/h3>\n<ul>\n<li>\u512a\u9ede\uff1a\n<ul>\n<li>\u80fd\u53d6\u5f97 NVIDIA \u5b98\u65b9\u6700\u65b0\u7248\u672c\u8207\u7279\u5b9a\u7d44\u614b\u3002<\/li>\n<li>\u9069\u5408\u96e2\u7dda\u74b0\u5883\u6216\u9700\u8981\u7cbe\u7d30\u63a7\u5236\u5b89\u88dd\u5167\u5bb9\uff08\u50c5 toolkit\u3001\u50c5 driver\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u7f3a\u9ede\uff1a\n<ul>\n<li>\u975e\u5957\u4ef6\u7ba1\u7406\uff0c\u66f4\u65b0\u8207\u79fb\u9664\u9700\u624b\u52d5\u8655\u7406\u3002<\/li>\n<li>\u8f03\u5bb9\u6613\u8207\u7cfb\u7d71\u5176\u4ed6\u5957\u4ef6\u885d\u7a81\uff08\u9700\u5c0f\u5fc3\u7ba1\u7406\uff09\u3002<\/li>\n<li>\u82e5\u540c\u6642\u4f7f\u7528 apt \u5b89\u88dd\uff0c\u9700\u7279\u5225\u6ce8\u610f\u885d\u7a81\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u5efa\u8b70\u60c5\u5883<\/h3>\n<ul>\n<li>\u751f\u7522\u4f3a\u670d\u5668\u6216\u53e2\u96c6\uff08\u9700\u9577\u671f\u7a69\u5b9a\uff09\uff1a\u5efa\u8b70\u4f7f\u7528 APT \u5b89\u88dd\uff08repo\uff09\uff0c\u4ee5\u4fbf\u5957\u4ef6\u7ba1\u7406\u8207\u81ea\u52d5\u66f4\u65b0\u3002<\/li>\n<li>\u958b\u767c\u3001\u6e2c\u8a66\u6216\u9700\u8981\u6700\u65b0 CUDA \u529f\u80fd\uff1a\u53ef\u8003\u616e Runfile\uff08\u4f46\u9808\u56b4\u683c\u7ba1\u7406\u7248\u672c\u8207\u76f8\u4f9d\u5957\u4ef6\uff09\u3002<\/li>\n<li>\u96e2\u7dda\u74b0\u5883\u6216\u4f01\u696d\u7db2\u8def\u9694\u96e2\uff1aRunfile \u6216\u5728\u5167\u90e8\u5efa\u7f6e apt repository\uff08\u5c07 NVIDIA .deb \u5305\u653e\u5230\u5167\u90e8 repo\uff09\u7686\u53ef\u3002<\/li>\n<li>\u5bb9\u5668\u5316\u90e8\u7f72\uff1a\u5efa\u8b70\u4f7f\u7528 NVIDIA \u63d0\u4f9b\u7684 CUDA \u57fa\u790e\u6620\u50cf\uff08NVIDIA Container Toolkit + nvidia-docker\uff09\uff0c\u5728\u5bbf\u4e3b\u6a5f\u5b89\u88dd\u76f8\u5bb9 driver\uff0c\u5bb9\u5668\u5167\u5b89\u88dd CUDA runtime\/toolkit\uff08APT \u6216\u9810\u5efa image\uff09\u3002<\/li>\n<\/ul>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u9032\u968e\u5efa\u8b70\uff08\u53e2\u96c6\u8207\u5bb9\u5668\uff09<\/h2>\n<p>\u5728 GPU \u53e2\u96c6\u6216 Kubernetes \u74b0\u5883\uff0c\u5efa\u8b70\uff1a<\/p>\n<ul>\n<li>\u5bbf\u4e3b\u6a5f\u50c5\u5b89\u88dd NVIDIA Driver\uff08\u6216 headless driver\uff09\uff0c\u4e26\u642d\u914d NVIDIA Container Toolkit \u63d0\u4f9b GPU \u7d66\u5bb9\u5668\u4f7f\u7528\u3002<\/li>\n<li>\u5bb9\u5668\u6620\u50cf\u4e2d\u5b89\u88dd\u6216\u4f7f\u7528 NVIDIA \u63d0\u4f9b\u7684 CUDA image\uff08\u4f8b\u5982 nvcr.io \u6216\u5b98\u65b9 docker hub cuda images\uff09\uff0c\u907f\u514d\u5728\u5bb9\u5668\u5167\u5b89\u88dd\u9a45\u52d5\u3002<\/li>\n<li>\u900f\u904e apt repository \u7ba1\u7406\u9a45\u52d5\u7248\u672c\uff0c\u4ee5\u4fbf\u5728\u591a\u53f0\u7bc0\u9ede\u4e0a\u7d71\u4e00\u914d\u7f6e\u3002<\/li>\n<\/ul>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">\u5be6\u52d9\u5b89\u88dd\u6d41\u7a0b\u7bc4\u4f8b\uff08\u7d9c\u5408\u6307\u5357\uff09<\/h2>\n<ol>\n<li>\u78ba\u8a8d\u786c\u9ad4\u8207\u7cfb\u7d71\uff1anvidia-smi \u5148\u6aa2\u67e5\u662f\u5426\u5df2\u6709\u9a45\u52d5\u6216\u8a2d\u5099\u3002<\/li>\n<li>\u5c01\u9396 nouveau\uff0c\u91cd\u958b\u6a5f\u3002<\/li>\n<li>\u5b89\u88dd linux-headers \u53ca build-essential\u3001dkms\u3002<\/li>\n<li>\u9078\u64c7\u5b89\u88dd\u65b9\u5f0f\uff1a\n<ul>\n<li>APT\uff1a\u52a0\u5165 NVIDIA repo\u3001\u5b89\u88dd nvidia-driver \u8207 cuda-toolkit-13-3\u3001\u8a2d\u5b9a\u74b0\u5883\u8b8a\u6578\u3001\u91cd\u958b\u6a5f\u3002<\/li>\n<li>Runfile\uff1a\u4e0b\u8f09 runfile\u3001\u4ee5 &#8211;toolkit \u6216 &#8211;driver \u9078\u9805\u5b89\u88dd\u3001\u624b\u52d5\u8a2d\u5b9a\u74b0\u5883\u8b8a\u6578\u3001\u91cd\u958b\u6a5f\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u9a57\u8b49\uff1anvidia-smi\u3001nvcc\u3001deviceQuery \u7bc4\u4f8b\u3002<\/li>\n<li>\u82e5\u4f7f\u7528 Secure Boot\uff0c\u8655\u7406 MOK \u6216\u95dc\u9589 Secure Boot\u3002<\/li>\n<\/ol>\n<h2 style=\"font-size:22px;line-height:1.4;margin-top:26px;margin-bottom:10px;\">FAQ\uff08\u5e38\u898b\u554f\u7b54\uff09<\/h2>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u554f\uff1a\u6211\u61c9\u8a72\u5148\u5b89\u88dd driver \u9084\u662f CUDA Toolkit\uff1f<\/h3>\n<p>\u7b54\uff1a\u4e00\u822c\u5efa\u8b70\u5148\u5b89\u88dd driver\uff08\u78ba\u4fdd GPU \u8207\u5167\u6838\u6a21\u7d44\u6b63\u5e38\uff09\uff0c\u518d\u5b89\u88dd CUDA Toolkit\u3002\u82e5\u4f7f\u7528 Runfile \u53ef\u9078\u64c7\u4e00\u4f75\u5b89\u88dd\uff0c\u4f46\u5728\u4f7f\u7528 apt \u8207 runfile \u6df7\u5408\u6642\u9700\u5c0f\u5fc3\u885d\u7a81\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u554f\uff1a\u5982\u4f55\u8655\u7406 Secure Boot \u5c0e\u81f4\u7684\u6a21\u7d44\u7121\u6cd5\u8f09\u5165\uff1f<\/h3>\n<p>\u7b54\uff1a\u6700\u7c21\u55ae\u662f\u5230 BIOS\/UEFI \u95dc\u9589 Secure Boot\uff1b\u82e5\u5fc5\u9808\u555f\u7528 Secure Boot\uff0c\u53ef\u4f7f\u7528 mokutil \u8207\u81ea\u7c3d\u7ae0\u91d1\u9470\u4f86\u7c3d\u7f72 NVIDIA \u6a21\u7d44\u4e26 enroll\uff08MOK\uff09\uff0c\u6216\u4f7f\u7528 distro \u7684 signer \u5de5\u5177\u6d41\u7a0b\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u554f\uff1aAPT \u8207 Runfile \u53ef\u4ee5\u6df7\u7528\u55ce\uff1f<\/h3>\n<p>\u7b54\uff1a\u4e0d\u5efa\u8b70\u6df7\u7528\u3002\u82e5\u5fc5\u9808\u6df7\u7528\uff0c\u8acb\u78ba\u4fdd\u5148\u79fb\u9664\u820a\u6709\u5b89\u88dd\u4e26\u6e05\u7406\u885d\u7a81\uff0c\u6216\u4ee5 Runfile \u53ea\u5b89\u88dd toolkit \u800c driver \u7531 apt 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0\uff0c\u53ef\u80fd\u662f\u56e0\u70ba\u6c92\u6709\u4efb\u4f55\u5de5\u4f5c\u8ca0\u8f09\u6216\u7a0b\u5f0f\u672a\u6b63\u78ba\u4f7f\u7528 CUDA\uff1b\u53ef\u57f7\u884c deviceQuery \u6216 nvidia-smi dmon \u7b49\u5de5\u5177\u6aa2\u67e5\u5373\u6642\u4f7f\u7528\u60c5\u6cc1\uff1b\u82e5\u662f\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff0c\u78ba\u8a8d\u8a72\u6846\u67b6\uff08\u5982 TensorFlow\u3001PyTorch\uff09\u8207 CUDA \/ cuDNN \u7248\u672c\u76f8\u5bb9\u4e26\u80fd\u5075\u6e2c\u5230 GPU\u3002<\/p>\n<h3 style=\"font-size:18px;line-height:1.4;margin-top:20px;margin-bottom:8px;\">\u554f\uff1a\u5982\u4f55\u79fb\u9664 CUDA \u8207 NVIDIA Driver\uff1f<\/h3>\n<p>\u7b54\uff1a\u82e5\u4f7f\u7528 apt \u5b89\u88dd\uff0c\u4f7f\u7528 sudo apt remove &#8211;purge &#8216;cuda*&#8217; &#8216;nvidia-*&#8217; \u4e26 sudo apt autoremove\uff1b\u82e5\u4f7f\u7528 runfile\uff0crunfile \u5167\u901a\u5e38\u5305\u542b uninstall script\uff08\u6aa2\u67e5 \/usr\/local\/cuda\/bin 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[&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2808,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[94,28],"tags":[],"class_list":["post-2806","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-useful"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/2806","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2806"}],"version-history":[{"count":1,"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/2806\/revisions"}],"predecessor-version":[{"id":2807,"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=\/wp\/v2\/posts\/2806\/revisions\/2807"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=\/wp\/v2\/media\/2808"}],"wp:attachment":[{"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2806"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.iserver.com.tw\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}