{"id":28140,"date":"2026-09-28T10:00:00","date_gmt":"2026-09-28T02:00:00","guid":{"rendered":"https:\/\/cn.hostease.com\/blog\/?p=28140"},"modified":"2026-09-29T14:11:33","modified_gmt":"2026-09-29T06:11:33","slug":"cn2-gpu-server-checklist","status":"publish","type":"post","link":"https:\/\/cn.hostease.com\/blog\/guides\/cn2-gpu-server-checklist\/","title":{"rendered":"CN2\u6d77\u5916GPU\u670d\u52a1\u5668\u8bad\u7ec3\u4e2d\u65ad\u6392\u67e5\uff1a\u4ece\u7ebf\u8def\u5230\u4ea4\u4ed8\u7684\u9a8c\u6536\u6e05\u5355"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/cn.hostease.com\/blog\/wp-content\/uploads\/2026\/09\/cn2-gpu-server-checklist-cover.webp\" alt=\"CN2\u6d77\u5916GPU\u670d\u52a1\u5668\u7ebf\u8def\u9a8c\u6536\u793a\u610f\u56fe\" loading=\"lazy\" \/><\/p>\n<p>\u5982\u679c\u4f60\u7b2c\u4e00\u6b21\u79df\u7528<strong>CN2\u6d77\u5916GPU\u670d\u52a1\u5668<\/strong>\uff0c\u6700\u5bb9\u6613\u9047\u5230\u7684\u95ee\u9898\u4e0d\u662f\u201c\u53c2\u6570\u770b\u4e0d\u61c2\u201d\uff0c\u800c\u662f\u8bad\u7ec3\u4efb\u52a1\u8dd1\u5230\u4e00\u534a\u624d\u53d1\u73b0\u7ebf\u8def\u6296\u52a8\u3001\u663e\u5b58\u4e0d\u662f\u72ec\u4eab\u3001\u7cfb\u7edf\u73af\u5883\u65e0\u6cd5\u590d\u73b0\u3002\u672c\u6587\u4f1a\u7528\u4e00\u4efd\u53ef\u6267\u884c\u7684\u9a8c\u6536\u6e05\u5355\uff0c\u5e2e\u52a9\u4f60\u5728\u4ed8\u6b3e\u524d\u628a\u7f51\u7edc\u3001\u7b97\u529b\u3001\u5e26\u5bbd\u3001\u9a71\u52a8\u548c\u552e\u540e\u9010\u9879\u786e\u8ba4\uff0c\u964d\u4f4e\u540e\u7eed\u8bad\u7ec3\u4e2d\u65ad\u548c\u8fc1\u79fb\u8fd4\u5de5\u7684\u6982\u7387\u3002<\/p>\n<p>\u8fd9\u91cc\u8bf4\u7684 GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u670d\u52a1\u5668\uff0c\u4e3b\u8981\u6307\u5e26\u6709\u4e13\u7528\u52a0\u901f\u5361\u3001\u7528\u4e8e AI \u8bad\u7ec3\u3001\u63a8\u7406\u3001\u56fe\u5f62\u6e32\u67d3\u6216\u79d1\u5b66\u8ba1\u7b97\u7684\u670d\u52a1\u5668\u3002\u5b83\u548c\u666e\u901a Web \u4e1a\u52a1\u670d\u52a1\u5668\u7684\u9a8c\u6536\u91cd\u70b9\u4e0d\u540c\uff1a\u666e\u901a\u7ad9\u70b9\u66f4\u5173\u6ce8\u9875\u9762\u54cd\u5e94\u3001\u5e76\u53d1\u548c\u5b58\u50a8\u7a33\u5b9a\u6027\uff1bGPU \u4efb\u52a1\u8fd8\u8981\u770b\u7b97\u529b\u662f\u5426\u72ec\u4eab\u3001\u6570\u636e\u4f20\u8f93\u662f\u5426\u7a33\u5b9a\u3001\u9a71\u52a8\u7248\u672c\u662f\u5426\u5339\u914d\uff0c\u4ee5\u53ca\u957f\u65f6\u95f4\u6ee1\u8f7d\u65f6\u80fd\u4e0d\u80fd\u6301\u7eed\u8fd0\u884c\u3002<\/p>\n<h2>\u5148\u628a\u95ee\u9898\u6362\u6210\u9a8c\u6536\u9879\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u4f4e\u4ef7\u53c2\u6570<\/h2>\n<p>\u5f88\u591a\u91c7\u8d2d\u5931\u8d25\u90fd\u53d1\u751f\u5728\u540c\u4e00\u4e2a\u73af\u8282\uff1a\u9875\u9762\u5199\u7740\u201c\u5927\u663e\u5b58\u201d\u201c\u9ad8\u5e26\u5bbd\u201d\u201c\u6d77\u5916\u8282\u70b9\u201d\uff0c\u4f46\u5408\u540c\u548c\u4ea4\u4ed8\u4fe1\u606f\u91cc\u6ca1\u6709\u660e\u786e\u7ebf\u8def\u7c7b\u578b\u3001GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u9694\u79bb\u65b9\u5f0f\u3001\u6708\u6d41\u91cf\u89c4\u5219\u548c\u8fd0\u7ef4\u54cd\u5e94\u7a97\u53e3\u3002\u7b49\u5230\u8bad\u7ec3\u811a\u672c\u5f00\u59cb\u8dd1\uff0c\u95ee\u9898\u624d\u4f1a\u96c6\u4e2d\u66b4\u9732\uff0c\u6bd4\u5982 SSH\uff08\u5b89\u5168\u5916\u58f3\u534f\u8bae\uff09\u9891\u7e41\u65ad\u5f00\u3001\u6570\u636e\u96c6\u4e0a\u4f20\u4e00\u665a\u4e0a\u4ecd\u672a\u5b8c\u6210\u3001\u663e\u5b58\u88ab\u5176\u4ed6\u79df\u6237\u4e89\u7528\uff0c\u6216\u8005\u9a71\u52a8\u5347\u7ea7\u540e\u6846\u67b6\u65e0\u6cd5\u8bc6\u522b\u8bbe\u5907\u3002<\/p>\n<p>\u6211\u4eec\u5efa\u8bae\u5148\u6309\u201c\u4e1a\u52a1\u8def\u5f84\u201d\u5012\u63a8\u914d\u7f6e\u3002\u6bd4\u5982\u4e00\u4e2a\u56e2\u961f\u6bcf\u5468\u4e0a\u4f20 800GB \u6570\u636e\u96c6\uff0c\u5355\u6b21\u8bad\u7ec3\u6301\u7eed 12 \u5c0f\u65f6\u4ee5\u4e0a\uff0c\u5e76\u4e14\u6210\u5458\u4e3b\u8981\u5728\u4e2d\u56fd\u5927\u9646\u8fdc\u7a0b\u64cd\u4f5c\uff0c\u90a3\u4e48\u7ebf\u8def\u7a33\u5b9a\u6027\u548c\u552e\u540e\u54cd\u5e94\u4f18\u5148\u7ea7\u5c31\u4e0d\u4f4e\u4e8e\u663e\u5361\u672c\u8eab\u3002\u76f8\u53cd\uff0c\u5982\u679c\u4efb\u52a1\u53ea\u662f\u5728\u6d77\u5916\u8282\u70b9\u672c\u5730\u8bfb\u53d6\u5bf9\u8c61\u5b58\u50a8\uff0c\u56fd\u5185\u8fdc\u7a0b\u8fde\u63a5\u9891\u7387\u5f88\u4f4e\uff0c\u9884\u7b97\u5c31\u53ef\u4ee5\u66f4\u591a\u653e\u5728\u663e\u5b58\u5bb9\u91cf\u548c\u672c\u5730\u78c1\u76d8\u541e\u5410\u4e0a\u3002<\/p>\n<p>\u8fd9\u7c7b\u5224\u65ad\u4e5f\u4f1a\u5f71\u54cd\u4f60\u9009\u62e9 <a href=\"https:\/\/cn.hostease.com\/blog\/server\/\">\u670d\u52a1\u5668\u914d\u7f6e<\/a> \u7684\u65b9\u5f0f\u3002\u4e0d\u8981\u628a GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u670d\u52a1\u5668\u5f53\u6210\u201c\u663e\u5361\u8d8a\u5f3a\u8d8a\u597d\u201d\u7684\u5355\u9879\u9009\u62e9\u9898\uff0c\u5b83\u66f4\u50cf\u4e00\u5957\u7531\u7ebf\u8def\u3001CPU\uff08\u4e2d\u592e\u5904\u7406\u5668\uff09\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u5e26\u5bbd\uff08\u5355\u4f4d\u65f6\u95f4\u5185\u53ef\u4f20\u8f93\u7684\u6570\u636e\u91cf\uff09\u548c\u8fd0\u7ef4\u80fd\u529b\u7ec4\u6210\u7684\u8ba1\u7b97\u73af\u5883\u3002<\/p>\n<h2>\u9a8c\u6536\u9879\u4e00\uff1aCN2\u7ebf\u8def\u8981\u770b\u5f80\u8fd4\u8def\u5f84\u548c\u9ad8\u5cf0\u7a33\u5b9a\u6027<\/h2>\n<p>CN2\uff08\u4e2d\u56fd\u7535\u4fe1\u4e0b\u4e00\u4ee3\u627f\u8f7d\u7f51\u7edc\uff09\u901a\u5e38\u7528\u4e8e\u6539\u5584\u8de8\u5883\u8bbf\u95ee\u4f53\u9a8c\uff0c\u4f46\u9875\u9762\u5199\u201cCN2\u4f18\u5316\u201d\u5e76\u4e0d\u7b49\u4e8e\u5168\u7a0b\u90fd\u662f\u4f4e\u5ef6\u8fdf\u8def\u5f84\u3002\u65b0\u624b\u9700\u8981\u786e\u8ba4\u7684\u662f\uff1a\u5165\u53e3\u3001\u51fa\u53e3\u3001\u56de\u7a0b\u662f\u5426\u4e00\u81f4\uff0c\u665a\u9ad8\u5cf0\u662f\u5426\u4ecd\u7136\u7a33\u5b9a\uff0c\u4ee5\u53ca\u4f60\u7684\u4e3b\u8981\u529e\u516c\u5730\u5230\u673a\u623f\u4e4b\u95f4\u662f\u5426\u5b58\u5728\u7ed5\u8def\u3002<\/p>\n<p>\u6700\u4f4e\u9650\u5ea6\u7684\u6d4b\u8bd5\u53ef\u4ee5\u5206\u4e09\u6b65\u505a\u3002\u7b2c\u4e00\u6b65\uff0c\u8ba9\u670d\u52a1\u5546\u63d0\u4f9b\u6d4b\u8bd5 IP\uff08\u4e92\u8054\u7f51\u534f\u8bae\u5730\u5740\uff09\uff0c\u5728\u672c\u5730\u5206\u522b\u6267\u884c <code>ping<\/code>\u3001<code>tracert<\/code> \u6216 <code>mtr<\/code>\uff0c\u89c2\u5bdf 20-50 \u6b21\u91c7\u6837\u7684\u5e73\u5747\u5ef6\u8fdf\u548c\u4e22\u5305\u3002\u7b2c\u4e8c\u6b65\uff0c\u5728\u665a\u9ad8\u5cf0\u518d\u6d4b\u4e00\u6b21\uff0c\u56e0\u4e3a\u8de8\u5883\u7ebf\u8def\u767d\u5929 160ms\u3001\u665a\u4e0a 260ms \u5e76\u4e0d\u7f55\u89c1\u3002\u7b2c\u4e09\u6b65\uff0c\u4e0a\u4f20\u4e00\u4e2a 1GB \u5de6\u53f3\u7684\u6d4b\u8bd5\u6587\u4ef6\uff0c\u770b\u5b9e\u9645\u541e\u5410\u662f\u5426\u7a33\u5b9a\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u7aef\u53e3\u6807\u79f0 100Mbps \u6216 1Gbps\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-linenumbers=\"false\">ping -c 20 203.0.113.10\nmtr -rwzc 50 203.0.113.10\nscp test-1g.bin user@203.0.113.10:\/tmp\/<\/pre>\n<p>\u5982\u679c\u4f60\u7684\u4e1a\u52a1\u9700\u8981\u9891\u7e41\u4ece\u56fd\u5185\u4f20\u8bad\u7ec3\u6570\u636e\uff0cCN2\uff08\u4e2d\u56fd\u7535\u4fe1\u4e0b\u4e00\u4ee3\u627f\u8f7d\u7f51\u7edc\uff09\u7ebf\u8def\u53ef\u4ee5\u4f5c\u4e3a\u91cd\u70b9\u7b5b\u9009\u9879\uff1b\u5982\u679c\u4e3b\u8981\u8bbf\u95ee\u6765\u81ea\u6d77\u5916\u7528\u6237\uff0c\u5219\u8fd8\u8981\u7ed3\u5408\u76ee\u6807\u5730\u533a\u6d4b\u8bd5\u3002\u505a <a href=\"https:\/\/cn.hostease.com\/blog\/guides\/ttfb-hosting-optimization\/\">\u7f51\u7ad9\u6027\u80fd<\/a> \u6216 API\uff08\u5e94\u7528\u7a0b\u5e8f\u63a5\u53e3\uff09\u4e1a\u52a1\u65f6\uff0c\u4e5f\u5efa\u8bae\u628a TTFB\uff08\u9996\u5b57\u8282\u65f6\u95f4\uff09\u548c\u4e22\u5305\u6570\u636e\u4e00\u8d77\u8bb0\u5f55\uff0c\u907f\u514d\u53ea\u51ed\u4e00\u6b21\u6d4b\u901f\u622a\u56fe\u5224\u65ad\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/cn.hostease.com\/blog\/wp-content\/uploads\/2026\/09\/cn2-gpu-server-checklist-network.webp\" alt=\"CN2\u7ebf\u8def\u9ad8\u5cf0\u6d4b\u8bd5\u793a\u610f\u56fe\" loading=\"lazy\" \/><\/p>\n<h2>\u9a8c\u6536\u9879\u4e8c\uff1a\u786e\u8ba4GPU\u662f\u5426\u72ec\u4eab\uff0c\u522b\u88ab\u201c\u663e\u5b58\u6570\u5b57\u201d\u8bef\u5bfc<\/h2>\n<p>GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u4ea4\u4ed8\u65b9\u5f0f\u901a\u5e38\u6709\u4e24\u7c7b\uff1a\u4e00\u79cd\u662f\u7269\u7406\u76f4\u901a\u6216\u72ec\u4eab\u5361\uff0c\u53e6\u4e00\u79cd\u662f\u865a\u62df\u5316\u5207\u5206\u3002\u865a\u62df\u5316\u5e76\u4e0d\u4e00\u5b9a\u4e0d\u597d\uff0c\u9002\u5408\u8f7b\u91cf\u63a8\u7406\u3001\u5b9e\u9a8c\u73af\u5883\u548c\u77ed\u65f6\u4efb\u52a1\uff1b\u4f46\u5982\u679c\u4f60\u8981\u8dd1\u957f\u65f6\u95f4\u8bad\u7ec3\u3001\u9700\u8981\u7a33\u5b9a CUDA\uff08\u5e76\u884c\u8ba1\u7b97\u5e73\u53f0\uff09\u80fd\u529b\uff0c\u6216\u8005\u4efb\u52a1\u5bf9\u663e\u5b58\u5cf0\u503c\u5f88\u654f\u611f\uff0c\u5c31\u5fc5\u987b\u786e\u8ba4\u6838\u5fc3\u7b97\u529b\u3001\u663e\u5b58\u3001\u9a71\u52a8\u548c\u8bbe\u5907\u6743\u9650\u662f\u5426\u72ec\u7acb\u3002<\/p>\n<p>\u4ed8\u6b3e\u524d\u53ef\u4ee5\u76f4\u63a5\u95ee 4 \u4e2a\u95ee\u9898\uff1a\u662f\u5426\u72ec\u4eab\u6574\u5361\uff1b\u662f\u5426\u5141\u8bb8\u67e5\u770b <code>nvidia-smi<\/code>\uff1b\u662f\u5426\u652f\u6301\u56fa\u5b9a\u9a71\u52a8\u7248\u672c\uff1b\u5982\u679c\u51fa\u73b0\u786c\u4ef6\u6545\u969c\uff0c\u662f\u5426\u80fd\u5728\u540c\u673a\u623f\u8fc1\u79fb\u6216\u66f4\u6362\u8282\u70b9\u3002\u4ea4\u4ed8\u540e\u7b2c\u4e00\u5c0f\u65f6\u4e5f\u8981\u505a\u9a8c\u8bc1\uff0c\u4e0d\u8981\u7b49\u9879\u76ee\u6b63\u5f0f\u5f00\u59cb\u624d\u53d1\u73b0\u73af\u5883\u4e0d\u5bf9\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-linenumbers=\"false\">nvidia-smi\nlspci | grep -i nvidia\npython3 - <<'PY'\nimport torch\nprint(torch.cuda.is_available())\nprint(torch.cuda.device_count())\nPY<\/pre>\n<p>\u5982\u679c <code>nvidia-smi<\/code> \u770b\u5230\u7684\u663e\u5b58\u3001\u9a71\u52a8\u7248\u672c\u548c\u8d2d\u4e70\u524d\u627f\u8bfa\u4e0d\u4e00\u81f4\uff0c\u6216\u8005\u538b\u529b\u6d4b\u8bd5\u51e0\u5206\u949f\u5c31\u6389\u5361\uff0c\u5e94\u7acb\u5373\u6682\u505c\u90e8\u7f72\u4e1a\u52a1\u5e76\u63d0\u4ea4\u5de5\u5355\u3002\u5bf9\u4e8e\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u3001\u6e32\u67d3\u519c\u573a\u3001\u6279\u91cf\u63a8\u7406\u8fd9\u7c7b\u4efb\u52a1\uff0c\u9009\u62e9\u8d44\u6e90\u9694\u79bb\u66f4\u660e\u786e\u7684 <a href=\"https:\/\/cn.hostease.com\/dedicated-server\/\">\u72ec\u7acb\u670d\u52a1\u5668<\/a> \u901a\u5e38\u66f4\u5bb9\u6613\u63a7\u5236\u98ce\u9669\u3002<\/p>\n<h2>\u9a8c\u6536\u9879\u4e09\uff1a\u5e26\u5bbd\u548c\u6d41\u91cf\u89c4\u5219\u8981\u6362\u7b97\u6210\u4efb\u52a1\u6210\u672c<\/h2>\n<p>\u5e26\u5bbd\uff08\u5355\u4f4d\u65f6\u95f4\u5185\u53ef\u4f20\u8f93\u7684\u6570\u636e\u91cf\uff09\u5bb9\u6613\u88ab\u6807\u79f0\u6570\u5b57\u8bef\u5bfc\u3002\u6bd4\u5982 1Gbps \u7aef\u53e3\u770b\u8d77\u6765\u5f88\u9ad8\uff0c\u4f46\u5982\u679c\u6708\u6d41\u91cf\u53ea\u6709 10TB\uff0c\u4e00\u4e2a 500GB \u6570\u636e\u96c6\u53cd\u590d\u4e0a\u4f20\u3001\u4e0b\u8f7d\u3001\u540c\u6b65\u51e0\u8f6e\uff0c\u5f88\u5feb\u5c31\u4f1a\u89e6\u53d1\u9650\u901f\u6216\u989d\u5916\u8d39\u7528\u3002GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u4e1a\u52a1\u7684\u6d41\u91cf\u6a21\u578b\u8981\u6309\u201c\u6570\u636e\u96c6\u4e0a\u4f20\u3001\u6a21\u578b\u6743\u91cd\u4e0b\u8f7d\u3001\u7ed3\u679c\u56de\u4f20\u3001\u56e2\u961f\u8fdc\u7a0b\u8bbf\u95ee\u201d\u56db\u7c7b\u5206\u522b\u4f30\u7b97\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u7528\u4e00\u4e2a\u7b80\u5355\u516c\u5f0f\u505a\u9884\u7b97\uff1a\u6708\u6d41\u91cf\u7ea6\u7b49\u4e8e\u5355\u6b21\u6570\u636e\u96c6\u5927\u5c0f\u4e58\u4ee5\u6bcf\u6708\u4e0a\u4f20\u6b21\u6570\uff0c\u518d\u52a0\u4e0a\u6a21\u578b\u6587\u4ef6\u3001\u65e5\u5fd7\u3001\u7ed3\u679c\u5305\u548c\u8fdc\u7a0b\u684c\u9762\u6d88\u8017\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c400GB \u6570\u636e\u96c6\u6bcf\u5468\u540c\u6b65 2 \u6b21\uff0c\u4e00\u4e2a\u6708\u5c31\u662f 3.2TB\uff1b\u5982\u679c\u6bcf\u6b21\u8bad\u7ec3\u8fd8\u8981\u56de\u4f20 80GB \u7ed3\u679c\u6587\u4ef6\uff0c4 \u5468\u53c8\u4f1a\u589e\u52a0 640GB\u3002\u518d\u8003\u8651\u955c\u50cf\u3001\u4f9d\u8d56\u5305\u548c\u5931\u8d25\u91cd\u8dd1\uff0c\u9884\u7559 30%-50% \u7f13\u51b2\u66f4\u7a33\u59a5\u3002<\/p>\n<p>\u8fd9\u91cc\u4e5f\u8981\u533a\u5206\u201c\u7aef\u53e3\u5e26\u5bbd\u201d\u548c\u201c\u53ef\u7528\u541e\u5410\u201d\u3002\u7aef\u53e3\u5199 1Gbps\uff0c\u53ea\u4ee3\u8868\u7406\u8bba\u4e0a\u9650\uff1b\u5b9e\u9645\u4f20\u8f93\u4f1a\u53d7\u8def\u7531\u3001\u78c1\u76d8\u5199\u5165\u3001TCP\uff08\u4f20\u8f93\u63a7\u5236\u534f\u8bae\uff09\u7a97\u53e3\u548c\u8fdc\u7aef\u6e90\u7ad9\u5f71\u54cd\u3002\u5bf9\u4e8e\u5df2\u7ecf\u6709\u4e1a\u52a1\u7ad9\u70b9\u7684\u56e2\u961f\uff0c\u8bc4\u4f30 <a href=\"https:\/\/cn.hostease.com\/vps\/\">VPS\u4e3b\u673a<\/a> \u6216 GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u8282\u70b9\u65f6\uff0c\u90fd\u5e94\u628a\u5cf0\u503c\u3001\u6708\u6d41\u91cf\u548c\u9650\u901f\u7b56\u7565\u5199\u8fdb\u91c7\u8d2d\u8bb0\u5f55\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/cn.hostease.com\/blog\/wp-content\/uploads\/2026\/09\/cn2-gpu-server-checklist-resource.webp\" alt=\"GPU\u670d\u52a1\u5668\u8d44\u6e90\u9694\u79bb\u4e0e\u6d41\u91cf\u4f30\u7b97\u793a\u610f\u56fe\" loading=\"lazy\" \/><\/p>\n<h2>\u9a8c\u6536\u9879\u56db\uff1a\u9a71\u52a8\u73af\u5883\u8981\u53ef\u590d\u73b0\uff0c\u7cfb\u7edf\u955c\u50cf\u4e0d\u80fd\u53ea\u770b\u201c\u5df2\u88c5\u597d\u201d<\/h2>\n<p>\u4e0d\u5c11\u65b0\u624b\u559c\u6b22\u9009\u62e9\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684\u955c\u50cf\uff0c\u4f46 GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u73af\u5883\u6700\u6015\u4e0d\u53ef\u590d\u73b0\u3002\u4eca\u5929\u955c\u50cf\u91cc\u80fd\u8dd1\uff0c\u540e\u5929\u5347\u7ea7\u4f9d\u8d56\u5c31\u62a5\u9519\uff1b\u6362\u4e00\u53f0\u673a\u5668\u540e\u7248\u672c\u4e0d\u4e00\u81f4\uff0c\u8bad\u7ec3\u7ed3\u679c\u548c\u6027\u80fd\u53c8\u53d8\u4e86\u3002\u66f4\u7a33\u59a5\u7684\u505a\u6cd5\uff0c\u662f\u8981\u6c42\u670d\u52a1\u5546\u8bf4\u660e\u57fa\u7840\u7cfb\u7edf\u7248\u672c\u3001\u9a71\u52a8\u7248\u672c\u3001CUDA\uff08\u5e76\u884c\u8ba1\u7b97\u5e73\u53f0\uff09\u7248\u672c\uff0c\u5e76\u628a\u4f60\u7684\u9879\u76ee\u4f9d\u8d56\u56fa\u5316\u5230\u811a\u672c\u6216\u5bb9\u5668\u91cc\u3002<\/p>\n<p>\u4ea4\u4ed8\u540e\u5efa\u8bae\u4fdd\u7559\u4e00\u4efd\u9a8c\u6536\u8bb0\u5f55\uff0c\u81f3\u5c11\u5305\u62ec\u7cfb\u7edf\u7248\u672c\u3001\u5185\u6838\u7248\u672c\u3001\u9a71\u52a8\u7248\u672c\u3001Python \u7248\u672c\u3001\u6846\u67b6\u7248\u672c\u3001\u78c1\u76d8\u6302\u8f7d\u8def\u5f84\u548c\u6d4b\u8bd5\u547d\u4ee4\u8f93\u51fa\u3002\u8bb0\u5f55\u4e0d\u9700\u8981\u590d\u6742\uff0c\u5173\u952e\u662f\u672a\u6765\u8fc1\u79fb\u6216\u6392\u969c\u65f6\u80fd\u590d\u73b0\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-linenumbers=\"false\">uname -a\ncat \/etc\/os-release\nnvidia-smi\npython3 --version\ndf -h<\/pre>\n<p>\u5982\u679c\u9879\u76ee\u5df2\u7ecf\u8fdb\u5165\u751f\u4ea7\u9636\u6bb5\uff0c\u5efa\u8bae\u628a\u73af\u5883\u5b89\u88c5\u5199\u6210\u811a\u672c\uff0c\u5e76\u5c06\u6570\u636e\u76d8\u3001\u6a21\u578b\u76ee\u5f55\u3001\u65e5\u5fd7\u76ee\u5f55\u5206\u5f00\u3002\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\uff0c\u5f53\u8282\u70b9\u9700\u8981\u5347\u7ea7\u6216\u8fc1\u79fb\u65f6\uff0c\u4f60\u53ef\u4ee5\u5148\u5728\u65b0\u673a\u5668\u8dd1\u540c\u4e00\u5957\u9a8c\u6536\u811a\u672c\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u5207\u6362\u6b63\u5f0f\u4efb\u52a1\u3002<\/p>\n<h2>\u9a8c\u6536\u9879\u4e94\uff1a\u552e\u540e\u54cd\u5e94\u8981\u6309\u6545\u969c\u7ea7\u522b\u786e\u8ba4<\/h2>\n<p>GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u670d\u52a1\u5668\u7684\u6545\u969c\u6210\u672c\u901a\u5e38\u6bd4\u666e\u901a\u7f51\u7ad9\u66f4\u9ad8\u3002\u4e00\u6b21 10 \u5c0f\u65f6\u8bad\u7ec3\u4e2d\u65ad\uff0c\u4e0d\u53ea\u662f\u670d\u52a1\u5668\u79bb\u7ebf\uff0c\u8fd8\u53ef\u80fd\u610f\u5473\u7740\u961f\u5217\u3001\u6570\u636e\u9884\u5904\u7406\u548c\u6a21\u578b\u72b6\u6001\u90fd\u8981\u91cd\u65b0\u5904\u7406\u3002\u56e0\u6b64\u552e\u540e\u4e0d\u80fd\u53ea\u95ee\u201c\u6709\u6ca1\u6709 24 \u5c0f\u65f6\u652f\u6301\u201d\uff0c\u8fd8\u8981\u95ee\u6e05\u695a\u4e0d\u540c\u6545\u969c\u7ea7\u522b\u7684\u54cd\u5e94\u65b9\u5f0f\u3002<\/p>\n<p>\u5efa\u8bae\u81f3\u5c11\u786e\u8ba4\u4e09\u7c7b\u573a\u666f\uff1a\u7f51\u7edc\u5927\u9762\u79ef\u4e22\u5305\u65f6\u7531\u8c01\u6392\u67e5\u7ebf\u8def\uff1bGPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u6389\u5361\u6216\u6e29\u5ea6\u5f02\u5e38\u65f6\u80fd\u5426\u6362\u8282\u70b9\uff1b\u7cfb\u7edf\u91cd\u88c5\u3001\u9a71\u52a8\u56de\u9000\u3001\u5185\u7f51\u8fc1\u79fb\u662f\u5426\u6536\u8d39\u3002\u5bf9\u4e8e\u4e2d\u6587\u56e2\u961f\uff0c\u8fd8\u8981\u786e\u8ba4\u80fd\u5426\u7528\u4e2d\u6587\u63cf\u8ff0\u9a71\u52a8\u3001\u6846\u67b6\u548c\u7f51\u7edc\u73b0\u8c61\uff0c\u56e0\u4e3a\u4e00\u6b21\u6c9f\u901a\u8bef\u5dee\u5c31\u53ef\u80fd\u591a\u62d6 6-12 \u5c0f\u65f6\u3002<\/p>\n<p>Hostease \u5728\u76f8\u5173\u65b9\u6848\u4e2d\u66f4\u9002\u5408\u91cd\u89c6\u4e2d\u6587\u6c9f\u901a\u3001\u7ebf\u8def\u8bf4\u660e\u548c\u72ec\u7acb\u8d44\u6e90\u4ea4\u4ed8\u7684\u56e2\u961f\uff0c\u4f46\u5177\u4f53\u9009\u62e9\u4ecd\u5e94\u4ee5\u4f60\u7684\u4efb\u52a1\u89c4\u6a21\u3001\u9884\u7b97\u3001\u673a\u623f\u4f4d\u7f6e\u548c\u552e\u540e SLA\uff08\u670d\u52a1\u7b49\u7ea7\u534f\u8bae\uff09\u4e3a\u51c6\u3002\u91c7\u8d2d\u524d\u628a\u95ee\u9898\u95ee\u7ec6\uff0c\u6bd4\u4e0a\u7ebf\u540e\u7d27\u6025\u8fc1\u79fb\u66f4\u7701\u65f6\u95f4\u3002<\/p>\n<h2>\u4e00\u4efd\u53ef\u76f4\u63a5\u4f7f\u7528\u7684\u4ed8\u6b3e\u524d\u68c0\u67e5\u8868<\/h2>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u7b5b\u51fa 2-3 \u4e2a\u5019\u9009\u65b9\u6848\uff0c\u53ef\u4ee5\u5728\u4ed8\u6b3e\u524d\u6309\u4e0b\u9762\u6e05\u5355\u9010\u9879\u6253\u52fe\u3002\u6e05\u5355\u4e0d\u8ffd\u6c42\u590d\u6742\uff0c\u76ee\u6807\u662f\u628a\u53e3\u5934\u627f\u8bfa\u53d8\u6210\u53ef\u9a8c\u8bc1\u8bc1\u636e\u3002<\/p>\n<ul>\n<li>\u7ebf\u8def\uff1a\u62ff\u5230\u6d4b\u8bd5 IP\uff08\u4e92\u8054\u7f51\u534f\u8bae\u5730\u5740\uff09\uff0c\u5b8c\u6210\u767d\u5929\u548c\u665a\u9ad8\u5cf0\u5404 20 \u6b21\u4ee5\u4e0a\u5ef6\u8fdf\u91c7\u6837\uff0c\u5e76\u8bb0\u5f55\u4e22\u5305\u7387\u3002<\/li>\n<li>\u7b97\u529b\uff1a\u786e\u8ba4 GPU\uff08\u56fe\u5f62\u5904\u7406\u5668\uff09\u662f\u5426\u72ec\u4eab\uff0c\u4ea4\u4ed8\u540e\u7528 <code>nvidia-smi<\/code> \u548c\u6846\u67b6\u68c0\u6d4b\u547d\u4ee4\u6838\u5bf9\u8bbe\u5907\u6570\u91cf\u3002<\/li>\n<li>\u6d41\u91cf\uff1a\u628a\u6570\u636e\u96c6\u3001\u6a21\u578b\u3001\u65e5\u5fd7\u548c\u7ed3\u679c\u6587\u4ef6\u6309\u6708\u4f30\u7b97\uff0c\u81f3\u5c11\u9884\u7559 30% \u7f13\u51b2\u3002<\/li>\n<li>\u73af\u5883\uff1a\u8bb0\u5f55\u7cfb\u7edf\u3001\u9a71\u52a8\u3001CUDA\uff08\u5e76\u884c\u8ba1\u7b97\u5e73\u53f0\uff09\u3001Python 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