{"id":25912,"date":"2025-12-16T13:44:57","date_gmt":"2025-12-16T05:44:57","guid":{"rendered":"https:\/\/cn.hostease.com\/blog\/?p=25912"},"modified":"2025-12-10T14:02:41","modified_gmt":"2025-12-10T06:02:41","slug":"gpu-server-parameter-configuration-kubernetes-docker","status":"publish","type":"post","link":"https:\/\/cn.hostease.com\/blog\/uncategorized\/gpu-server-parameter-configuration-kubernetes-docker\/","title":{"rendered":"\u5bb9\u5668\u5316\u73af\u5883\u4e0b\u7684GPU\u670d\u52a1\u5668\u53c2\u6570\u914d\u7f6e\uff1aKubernetes\u4e0eDocker\u7684\u6700\u4f73\u5b9e\u8df5"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u5bb9\u5668\u5316\u573a\u666f\u4e0b\uff0cGPU\u670d\u52a1\u5668\u914d\u7f6e\u4e3a\u4ec0\u4e48\u4e0e\u4f17\u4e0d\u540c\uff1f<\/h2>\n\n\n\n<p>\u5f53\u6211\u4eec\u8fd8\u5728\u7528<a href=\"https:\/\/cn.hostease.com\/hkservers.html\" target=\"_blank\" rel=\"noopener\" title=\"\u7269\u7406\u670d\u52a1\u5668\">\u7269\u7406\u670d\u52a1\u5668<\/a>\u8dd1AI\u65f6\uff0c\u5f88\u591a\u670b\u53cb\u4e60\u60ef\u4e86\u201c\u4e00\u5361\u4e00\u4efb\u52a1\u201d\u3002\u4f46\u5f53\u4f60\u51b3\u5b9a\u7528Docker\u3001Kubernetes\u8fd9\u4e9b\u5bb9\u5668\u5316\u6280\u672f\u6765\u90e8\u7f72AI\u5e94\u7528\u65f6\uff0c\u4f20\u7edf\u201c\u72ec\u5360\u201d\u65b9\u6848\u4e0d\u518d\u9ad8\u6548\u3002\u6211\u4eec\u81ea\u5df1\u5b9e\u8df5\u4e0b\u6765\uff0c\u53d1\u73b0\u65e0\u8bba\u662f\u5927\u6a21\u578b\u63a8\u7406\u8fd8\u662f\u5c0f\u89c4\u6a21\u670d\u52a1\uff0c\u5408\u7406\u914d\u7f6eGPU\u53c2\u6570\u548c\u8d44\u6e90\u8c03\u5ea6\uff0c\u624d\u80fd\u6700\u5927\u7a0b\u5ea6\u53d1\u6325\u663e\u5361\u6027\u80fd\u2014\u2014\u5426\u5219\u8d44\u6e90\u5bb9\u6613\u95f2\u7f6e\u6216\u8005\u4e89\u62a2\uff0c\u9020\u6210\u6210\u672c\u6d6a\u8d39\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f60\u4f1a\u9047\u5230\u54ea\u4e9b\u65b0\u9700\u6c42\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u4e2a\u9879\u76ee\/\u56e2\u961f\u9700\u8981\u5171\u4eab\u540c\u4e00\u5f20GPU\u5361<\/li>\n\n\n\n<li>AI\u63a8\u7406\u548c\u8bad\u7ec3\u8d1f\u8f7d\u6df7\u8dd1\uff0cGPU\u5229\u7528\u7387\u96be\u4ee5\u5747\u8861<\/li>\n\n\n\n<li>\u9700\u8981\u52a8\u6001\u5206\u914d\u3001\u56de\u6536\u663e\u5361\u8d44\u6e90\uff0c\u907f\u514d\u6392\u961f\u548c\u7b49\u5f85<\/li>\n<\/ul>\n\n\n\n<p>\u5982\u679c\u8fd9\u4e9b\u573a\u666f\u4f60\u611f\u540c\u8eab\u53d7\uff0c\u8fd9\u7bc7\u6587\u7ae0\u5c31\u662f\u4e3a\u4f60\u51c6\u5907\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">GPU\u5207\u5206\uff08MIG\uff09\uff1a\u4e00\u5757\u663e\u5361N\u79cd\u7528\u6cd5<\/h2>\n\n\n\n<p>NVIDIA\u7684MIG\uff08Multi-Instance GPU\uff09\u6280\u672f\uff0c\u5c31\u50cf\u7ed9\u4f60\u7684A100\/H100\u663e\u5361\u505a\u4e86\u201c\u5206\u8eab\u672f\u201d\u2014\u2014\u53ef\u4ee5\u628a\u4e00\u5f20\u5361\u5207\u6210\u591a\u4e2a\u72ec\u7acb\u201c\u5b9e\u4f8b\u201d\uff0c\u6bcf\u4e2a\u5b9e\u4f8b\u62e5\u6709\u81ea\u5df1\u7684\u663e\u5b58\u3001\u7b97\u529b\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u4e0d\u540c\u5bb9\u5668\u3001\u4e0d\u540c\u7528\u6237\u4e92\u4e0d\u5f71\u54cd\uff0c\u5927\u5927\u63d0\u5347\u4e86\u8d44\u6e90\u5229\u7528\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>MIG\u6a21\u5f0f<\/th><th>\u63a8\u8350\u573a\u666f<\/th><th>Hostease\u5efa\u8bae<\/th><\/tr><\/thead><tbody><tr><td>\u4e0d\u5f00\u542fMIG<\/td><td>\u5927\u578b\u5355\u4e00\u8bad\u7ec3\u4efb\u52a1<\/td><td>\u9002\u5408\u6574\u5361\u72ec\u5360<\/td><\/tr><tr><td>\u5355\u4e00MIG\u5e03\u5c40<\/td><td>\u591a\u7528\u6237\u63a8\u7406\/\u5fae\u670d\u52a1<\/td><td>\u6700\u5e38\u7528\uff0c\u5b89\u5168\u9ad8\u6548<\/td><\/tr><tr><td>\u6df7\u5408MIG\u5e03\u5c40<\/td><td>\u6df7\u5408\u7c7b\u578b\u8d1f\u8f7d<\/td><td>\u7814\u53d1\/\u5b9e\u9a8c\u73af\u5883<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>Hostease\u771f\u5b9e\u4f53\u9a8c\uff1a<\/strong><br>\u6211\u4eec\u4e3a\u4f01\u4e1a\u5ba2\u6237\u642d\u5efaAI\u5e73\u53f0\u65f6\uff0c\u5f00\u542fMIG\u540e\uff0c\u80fd\u8ba9\u591a\u79cd\u5c0f\u6a21\u578b\u63a8\u7406\u670d\u52a1\u5171\u7528\u4e00\u5f20\u5361\uff0c\u5ef6\u8fdf\u66f4\u4f4e\uff0c\u6210\u672c\u4e5f\u66f4\u53ef\u63a7\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Docker\u73af\u5883\u4e0bGPU\u53c2\u6570\u914d\u7f6e\u7684\u5b9e\u7528\u6307\u5357<\/h2>\n\n\n\n<p>\u5982\u679c\u4f60\u4e60\u60ef\u7528Docker\u76f4\u63a5\u8dd1\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\uff0c\u5176\u5b9e\u914d\u7f6e\u5f88\u7b80\u5355\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9996\u5148\u88c5\u597dNVIDIA Container Toolkit\u3002<\/li>\n\n\n\n<li>\u542f\u52a8\u5bb9\u5668\u65f6\u52a0\u4e0a<code>--gpus all<\/code>\u53c2\u6570\u5373\u53ef\u4e00\u952e\u6302\u8f7d\u5168\u90e8\u663e\u5361\u3002\u4f8b\u5982\uff1a <code>docker run --gpus all nvidia\/cuda:12.3.0-base nvidia-smi<\/code><\/li>\n\n\n\n<li>\u53ea\u60f3\u7528\u6307\u5b9a\u663e\u5361\uff1f\u7528<code>--gpus \"device=1\"<\/code>\u5373\u53ef\u7075\u6d3b\u6307\u5b9a\u7f16\u53f7\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u53cb\u60c5\u63d0\u793a\uff1a<\/strong><br><a href=\"https:\/\/cn.hostease.com\/\" target=\"_blank\" rel=\"noopener\" title=\"Hostease\">Hostease<\/a>\u955c\u50cf\u4ed3\u5e93\u5185\u7f6e\u517c\u5bb9\u7684CUDA\u3001\u9a71\u52a8\u548cToolkit\uff0c\u907f\u514d\u5e38\u89c1\u7248\u672c\u51b2\u7a81\u95ee\u9898\u3002\u5982\u679c\u4f60\u672c\u5730\u73af\u5883\u590d\u6742\uff0c\u5efa\u8bae\u76f4\u63a5\u7528\u6211\u4eec\u4f18\u5316\u8fc7\u7684\u57fa\u7840\u955c\u50cf\uff0c\u66f4\u7701\u5fc3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kubernetes\u96c6\u7fa4\u4e2d\u7684GPU\u8d44\u6e90\u8c03\u5ea6\u6700\u4f73\u5b9e\u8df5<\/h2>\n\n\n\n<p>\u5bf9\u4e8e\u5e0c\u671b\u5b9e\u73b0\u5927\u89c4\u6a21\u81ea\u52a8\u5316\u8c03\u5ea6\u7684\u56e2\u961f\uff0cKubernetes\u65e0\u7591\u662f\u9996\u9009\u3002\u6211\u4eec\u5728\u591a\u5bb6AI\u5ba2\u6237\u9879\u76ee\u4e2d\u603b\u7ed3\u51fa\u5982\u4e0b\u914d\u7f6e\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u8bbe\u5907\u63d2\u4ef6\u5b89\u88c5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u90e8\u7f72nvidia\/k8s-device-plugin\u540e\uff0cK8s\u5c31\u80fd\u8bc6\u522b\u548c\u8c03\u5ea6GPU\u8d44\u6e90\uff08\u5982<code>nvidia.com\/gpu<\/code>\uff09\u3002<\/li>\n\n\n\n<li><strong>\u8bbe\u5907\u63d2\u4ef6\u53c2\u6570\u5efa\u8bae\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>migStrategy: single<\/code>\uff08\u63a8\u8350\u7ed9\u9700\u8981\u5f00\u542fMIG\u7684\u573a\u666f\uff09<\/li>\n\n\n\n<li><code>deviceListStrategy: envvar<\/code>\uff08\u66f4\u6613\u4e8e\u540e\u7eedPod\u5185\u8bfb\u53d6\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5bb9\u5668\u8d44\u6e90\u58f0\u660e\u89c4\u8303<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53ea\u9700\u58f0\u660e<code>limits<\/code>\u5373\u53ef\uff0cK8s\u4f1a\u81ea\u52a8\u8bc6\u522b\u4e3arequest\u3002<\/li>\n\n\n\n<li>\u793a\u4f8bPod\u914d\u7f6e\uff1a <code>resources: limits: nvidia.com\/gpu: 1<\/code><\/li>\n\n\n\n<li>\u5982\u679c\u4f60\u7684\u663e\u5361\u5f00\u542fMIG\uff0c\u5219\u58f0\u660e<code>nvidia.com\/mig-1g.5gb<\/code>\u7b49\u5b50\u8d44\u6e90\u7c7b\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u591a\u79df\u6237\u914d\u989d&amp;\u8d44\u6e90\u9694\u79bb<\/h3>\n\n\n\n<p>\u4e3a\u9632\u6b62\u201c\u62a2\u5361\u201d\u95ee\u9898\uff0c\u6211\u4eec\u5efa\u8bae\u7528K8s\u7684<code>ResourceQuota<\/code>\u529f\u80fd\uff0c\u9650\u5236\u6bcf\u4e2a\u547d\u540d\u7a7a\u95f4\u7684GPU\u6570\u91cf\u3002\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>apiVersion: v1\nkind: ResourceQuota\nmetadata:\n  name: gpu-quota\nspec:\n  hard:\n    requests.nvidia.com\/gpu: \"2\"\n<\/code><\/pre>\n\n\n\n<p>\u56e2\u961f\u5185\u90e8\u8d44\u6e90\u6709\u4e86\u786c\u9694\u79bb\uff0c\u8001\u677f\u518d\u4e5f\u4e0d\u7528\u62c5\u5fc3GPU\u88ab\u5077\u5077\u5360\u7528\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u672f\u79ef\u7d2f\uff1a\u6253\u9020\u9ad8\u6548AI\u4e91\u5e73\u53f0\u7684\u90a3\u4e9b\u7ec6\u8282<\/h2>\n\n\n\n<p>\u6211\u4eec\u5728\u4e3aAI\u72ec\u7acb\u7ad9\u548c\u521b\u4e1a\u56e2\u961f\u670d\u52a1\u8fc7\u7a0b\u4e2d\uff0c\u603b\u7ed3\u51fa\u4e09\u6761\u9ec4\u91d1\u7ecf\u9a8c\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>**\u5f39\u6027\u6269\u5bb9\uff1a**\u7ed3\u5408Karpenter\u7b49\u5f39\u6027\u8282\u70b9\u7ba1\u7406\uff0c\u80fd\u6309\u9700\u81ea\u52a8\u6269\/\u7f29GPU\u8282\u70b9\uff0c\u7701\u4e0b\u5927\u91cf\u4eba\u5de5\u8fd0\u7ef4\u7cbe\u529b\u3002<\/li>\n\n\n\n<li>**\u955c\u50cf\u4f18\u5316\uff1a**\u9884\u88c5\u955c\u50cf\u96c6\u6210\u4e86\u6700\u65b0CUDA\/cuDNN\/NVIDIA\u9a71\u52a8\uff0c\u4e91\u7aef\u90e8\u7f72\u4e0d\u518d\u201c\u8e29\u5751\u201d\u3002<\/li>\n\n\n\n<li>**\u5f02\u5e38\u81ea\u52a8\u4fee\u590d\uff1a**GPU Operator\u76d1\u63a7\u9a71\u52a8\u5f02\u5e38\uff0c\u81ea\u52a8\u8fc1\u79fb\u548c\u4fee\u590d\u8282\u70b9\uff0c\u4fdd\u8bc1\u8bad\u7ec3\u4efb\u52a1\u4e0d\u4e2d\u65ad\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u771f\u5b9e\u6848\u4f8b\u4e2d\uff0c\u6211\u4eec\u7684\u5ba2\u6237\u901a\u8fc7\u8fd9\u5957\u65b9\u6848\uff0c\u628a\u4e00\u5f20H100\u7684\u5229\u7528\u7387\u4ece\u4e0d\u8db350%\u63d0\u5347\u523090%\u4ee5\u4e0a\uff0c\u540c\u7b49\u7b97\u529b\u652f\u51fa\u4e0b\uff0cAI\u6a21\u578b\u63a8\u7406\u901f\u5ea6\u52a0\u5feb\u8fd140%\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQ\uff1a\u65b0\u624b\u5e38\u89c1\u95ee\u9898\u7b54\u7591<\/h2>\n\n\n\n<p><strong>Q\uff1a\u53ea\u6709\u4e00\u5f20A100\uff0c\u662f\u5426\u63a8\u8350\u5f00\u542fMIG\uff1f<\/strong><br>A\uff1a\u5982\u679c\u4f60\u6709\u591a\u4e2a\u8f7b\u91cf\u7ea7\u63a8\u7406\u670d\u52a1\uff0c\u975e\u5e38\u5efa\u8bae\u5f00\u542fMIG\uff0c\u53ef\u4ee5\u6700\u5927\u5316\u5e76\u884c\u5ea6\uff0c\u6781\u5927\u63d0\u5347\u5229\u7528\u6548\u7387\u3002<\/p>\n\n\n\n<p><strong>Q\uff1aK8s\u4e2dPod\u58f0\u660e\u4e86nvidia.com\/gpu\u548cMIG\u8d44\u6e90\u4f1a\u51b2\u7a81\u5417\uff1f<\/strong><br>A\uff1a\u4f1a\u3002\u5efa\u8bae\u540c\u4e00\u5bb9\u5668\u53ea\u58f0\u660e\u4e00\u79cd\u8d44\u6e90\u7c7b\u578b\uff0c\u6df7\u7528\u4f1a\u9020\u6210\u8c03\u5ea6\u5f02\u5e38\u3002<\/p>\n\n\n\n<p><strong>Q\uff1aDocker Desktop\u80fd\u76f4\u63a5\u7528&#8211;gpus\u53c2\u6570\u5417\uff1f<\/strong><br>A\uff1a\u9700\u8981\u5728WSL2+NVIDIA\u5b98\u65b9\u9a71\u52a8\u73af\u5883\u4e0b\u624d\u53ef\u7528\u3002\u666e\u901aWindows\/Mac\u5c1a\u4e0d\u652f\u6301\u5b8c\u6574\u76f4\u901a\u3002<\/p>\n\n\n\n<p><strong>Q\uff1a\u5982\u4f55\u9632\u6b62\u56e2\u961f\u6210\u5458\u6ee5\u7528GPU\u8d44\u6e90\uff1f<\/strong><br>A\uff1a\u5728K8s\u4e2d\u914d\u7f6eResourceQuota+\u76d1\u63a7\u544a\u8b66\uff0c\u914d\u5408Hostease\u4e91\u7aef\u63a7\u5236\u53f0\u4f7f\u7528\u6548\u679c\u66f4\u4f73\u3002<\/p>\n\n\n\n<p><strong>Q\uff1aKubernetes\u65b0\u7248\u672c\u5bf9GPU\u8c03\u5ea6\u6709\u4f18\u5316\u5417\uff1f<\/strong><br>A\uff1aK8s 1.30+\u5bf9MIG\u548c\u788e\u7247\u8d44\u6e90\u8c03\u5ea6\u6709\u66f4\u4f18\u7684Pod\u62a2\u5360\u4e0e\u56de\u6536\u673a\u5236\u3002<\/p>\n\n\n\n<p><strong>Q\uff1aHostease\u7684GPU\u670d\u52a1\u5668\u9002\u5408\u5bb9\u5668\u5316\u573a\u666f\u5417\uff1f<\/strong><br>A\uff1a\u5b8c\u5168\u9002\u914d\u3002\u6211\u4eec\u652f\u6301Docker\u548cK8s\u5bb9\u5668\u90e8\u7f72\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u8bed\u4e0e\u5efa\u8bae<\/h2>\n\n\n\n<p>\u5bb9\u5668\u5316AI\u65f6\u4ee3\uff0c<a href=\"https:\/\/cn.hostease.com\/gpu-servers.html\" target=\"_blank\" rel=\"noopener\" 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