\u6548\u80fd\u512a\u5316\u6280\u8853<\/strong><\/h2>\n

\u5be6\u65bd\u4ee5\u4e0b\u9032\u968e\u512a\u5316\u6280\u8853\u53ef\u4ee5\u986f\u8457\u63d0\u5347GPU\u4f3a\u670d\u5668\u6548\u80fd\uff1a<\/p>\n

\n
• \u8a18\u61b6\u9ad4\u5206\u6bb5\uff1a
  \n
\n # \u5efa\u8b70\u7684\u8a18\u61b6\u9ad4\u5206\u914d
\n GPU VRAM\uff1a\u4e3b\u8981\u904b\u7b97\u64cd\u4f5c
\n \u7cfb\u7d71RAM\uff1a\u6d3b\u52d5\u8cc7\u6599\u96c6\u90e8\u5206
\n \u865b\u64ec\u8a18\u61b6\u9ad4\uff1a\u6ea2\u4f4d\u8655\u7406
\n <\/code>\n <\/li>\n
• I\/O\u512a\u5316\uff1a\n
  \n
  • \u5c07\u5206\u9801\u6a94\u6848\u653e\u7f6e\u5728\u7368\u7acb\u7684NVMe\u78c1\u789f\u6a5f\u4e0a<\/li>\n
  • \u76e1\u53ef\u80fd\u5be6\u65bd\u76f4\u63a5I\/O<\/li>\n
  • \u4f7f\u7528`iostat -x 5`\u76e3\u63a7I\/O\u6a21\u5f0f<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

    \u76e3\u63a7\u548c\u7dad\u8b77<\/strong><\/h2>\n

    \u5efa\u7acb\u5065\u5168\u7684\u76e3\u63a7\u7cfb\u7d71\u4ee5\u7dad\u6301\u6700\u4f73\u6548\u80fd\uff1a<\/p>\n

    \n
    • \u9700\u8981\u8ffd\u8e64\u7684\u95dc\u9375\u6307\u6a19\uff1a\n
      \n
      • \u6bcf\u79d2\u5206\u9801\u932f\u8aa4\u6578<\/li>\n
      • \u8a18\u61b6\u9ad4\u58d3\u529b\u6307\u6a19<\/li>\n
      • GPU\u8a18\u61b6\u9ad4\u4f7f\u7528\u7387<\/li>\n
      • \u7cfb\u7d71\u56de\u61c9\u6642\u9593<\/li>\n<\/ul>\n<\/li>\n
      • \u81ea\u52d5\u5316\u6307\u4ee4\u78bc\uff1a
        \n “`bash
        \n #!\/bin\/bash
        \n # \u8a18\u61b6\u9ad4\u76e3\u63a7\u6307\u4ee4\u78bc
        \n while true; do
        \n free -m
        \n nvidia-smi –query-gpu=memory.used –format=csv
        \n sleep 60
        \n done
        \n “`\n <\/li>\n<\/ul>\n

        \u5e38\u898b\u554f\u984c\u6392\u67e5<\/strong><\/h2>\n

        \u5728\u7ba1\u7406GPU\u4f3a\u670d\u5668\u914d\u7f6e\u6642\uff0c\u4f60\u53ef\u80fd\u6703\u9047\u5230\u4ee5\u4e0b\u5178\u578b\u6311\u6230\uff1a<\/p>\n

        \n
        • \u8a18\u61b6\u9ad4\u4e0d\u8db3\u932f\u8aa4\uff1a\n
          \n
          • \u75c7\u72c0\uff1a\u8a13\u7df4\u7a0b\u5e8f\u7d42\u6b62<\/li>\n
          • \u89e3\u6c7a\u65b9\u6848\uff1a\u8abf\u6574\u6279\u6b21\u5927\u5c0f\u6216\u589e\u52a0\u865b\u64ec\u8a18\u61b6\u9ad4\u914d\u7f6e<\/li>\n
          • \u9810\u9632\uff1a\u5be6\u65bd\u8a18\u61b6\u9ad4\u76e3\u63a7\u8b66\u5831<\/li>\n<\/ul>\n<\/li>\n
          • \u6548\u80fd\u964d\u7d1a\uff1a\n
            \n
            • \u539f\u56e0\uff1a\u904e\u5ea6\u5206\u9801\u64cd\u4f5c<\/li>\n
            • \u4fee\u5fa9\uff1a\u512a\u5316\u8cc7\u6599\u96c6\u8655\u7406\u548c\u8a18\u61b6\u9ad4\u914d\u7f6e<\/li>\n
            • \u76e3\u63a7\uff1a\u4f7f\u7528`nvidia-smi dmon`\u9032\u884c\u5373\u6642\u8ffd\u8e64<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

              \u4e0d\u540c\u5de5\u4f5c\u8ca0\u8f09\u7684\u6700\u4f73\u5be6\u8e10<\/strong><\/h2>\n

              \u6839\u64da\u5177\u9ad4\u4f7f\u7528\u60c5\u5883\u512a\u5316\u914d\u7f6e\uff1a<\/p>\n

              \n
              1. \u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\uff1a\n
                 \n
                 • \u521d\u59cb\u5206\u9801\u6a94\u6848\u5927\u5c0f\uff1a1.5\u500dRAM + VRAM<\/li>\n
                 • \u555f\u7528GPU\u8a18\u61b6\u9ad4\u6210\u9577<\/li>\n
                 • \u5be6\u65bd\u68af\u5ea6\u6aa2\u67e5\u9ede<\/li>\n<\/ul>\n<\/li>\n
                 • \u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\uff1a\n
                   \n
                   • \u8f03\u5c0f\u7684\u5206\u9801\u6a94\u6848\u5927\u5c0f\uff1a1\u500dRAM<\/li>\n
                   • \u6ce8\u91cd\u56de\u61c9\u6642\u9593\u512a\u5316<\/li>\n
                   • \u5feb\u53d6\u5e38\u7528\u6a21\u578b<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n

                     \u5b89\u5168\u6027\u8003\u91cf<\/strong><\/h2>\n

                     \u5be6\u65bd\u4ee5\u4e0b\u5b89\u5168\u63aa\u65bd\u4f86\u4fdd\u8b77\u60a8\u7684GPU\u4f3a\u670d\u5668\u914d\u7f6e\uff1a<\/p>\n

                     \n
                     • \u5b58\u53d6\u63a7\u5236\uff1a\n
                       \n
                       • \u9650\u5236\u865b\u64ec\u8a18\u61b6\u9ad4\u914d\u7f6e\u6b0a\u9650<\/li>\n
                       • \u900f\u904e\u7a3d\u6838\u65e5\u8a8c\u76e3\u63a7\u7cfb\u7d71\u8b8a\u66f4<\/li>\n
                       • \u5be6\u65bd\u8b8a\u66f4\u7ba1\u7406\u5354\u5b9a<\/li>\n<\/ul>\n<\/li>\n
                       • \u5099\u4efd\u7a0b\u5e8f\uff1a\n
                         \n
                         • \u5b9a\u671f\u914d\u7f6e\u5099\u4efd<\/li>\n
                         • \u6587\u4ef6\u5316\u5fa9\u539f\u7a0b\u5e8f<\/li>\n
                         • \u81ea\u52d5\u56de\u5fa9\u529f\u80fd<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n

                           \u7d50\u8ad6<\/strong><\/h2>\n

                           \u638c\u63e1GPU\u4f3a\u670d\u5668\u914d\u7f6e\u548c\u865b\u64ec\u8a18\u61b6\u9ad4\u512a\u5316\u5c0d\u65bc\u7dad\u8b77\u9ad8\u6548\u80fd\u904b\u7b97\u74b0\u5883\u81f3\u95dc\u91cd\u8981\u3002\u900f\u904e\u9075\u5faa\u9019\u4e9b\u6280\u8853\u6307\u5357\u548c\u6700\u4f73\u5be6\u8e10\uff0c\u60a8\u53ef\u4ee5\u986f\u8457\u63d0\u9ad8\u7f8e\u570b\u4f3a\u670d\u5668\u79df\u7528\u57fa\u790e\u8a2d\u65bd\u7684\u6548\u7387\u548c\u53ef\u9760\u6027\u3002\u8acb\u8a18\u4f4f\u6839\u64da\u5de5\u4f5c\u8ca0\u8f09\u9700\u6c42\u548c\u6548\u80fd\u6307\u6a19\u5b9a\u671f\u76e3\u63a7\u3001\u8abf\u6574\u548c\u512a\u5316\u60a8\u7684\u8a2d\u5b9a\u3002<\/p>\n

                           \u70ba\u4e86\u5728GPU\u4f3a\u670d\u5668\u79df\u7528\u548c\u914d\u7f6e\u4e2d\u53d6\u5f97\u6700\u4f73\u6548\u679c\uff0c\u59cb\u7d42\u8981\u8003\u616e\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\u7684\u5177\u9ad4\u8981\u6c42\uff0c\u4e26\u5728\u6548\u80fd\u548c\u7cfb\u7d71\u7a69\u5b9a\u6027\u4e4b\u9593\u4fdd\u6301\u5e73\u8861\u3002\u78ba\u4fdd\u865b\u64ec\u8a18\u61b6\u9ad4\u8a2d\u5b9a\u8207\u60a8\u7684GPU\u904b\u7b97\u9700\u6c42\u4fdd\u6301\u4e00\u81f4\uff0c\u540c\u6642\u9075\u5faa\u8cc7\u6e90\u7ba1\u7406\u7684\u7522\u696d\u6700\u4f73\u5be6\u8e10\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

                           \u5728\u9ad8\u6548\u80fd\u904b\u7b97\u9818\u57df\uff0c\u512a\u5316GPU\u4f3a\u670d\u5668\u914d\u7f6e\u548c\u865b\u64ec\u8a18\u61b6\u9ad4\u8a2d\u5b9a\u5c0d\u65bc\u6df1\u5ea6\u5b78\u7fd2\u548cAI\u5de5\u4f5c\u8ca0\u8f09\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u91cd\u8981\u3002\u672c\u7d9c\u5408\u6307\u5357\u6df1\u5165 […]<\/p>\n

                           Read More…<\/a><\/p>\n","protected":false},"author":2,"featured_media":28914,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4815],"tags":[9487,9486,9488,5752,4849],"class_list":["post-28917","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-america-dedicated-server-tc","tag-virtual-memory-optimization","tag-gpu-server-configuration","tag-pagefile-settings","tag-deep-learning-infrastructure-tc","tag-us-hosting-tc"],"acf":[],"yoast_head":"\n