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ROCm\u7b49\u4e5f\u5728\u79ef\u6781\u5f00\u53d1\u4e2d\uff0c\u5e76\u4e14\u5c3d\u7ba1\u4e0d\u666e\u904d\uff0c\u4f46AMD\u516c\u53f8\u751f\u4ea7\u7684GPU\u7684GPGPU\u4f7f\u7528\u6b63\u5728\u6269\u5927\u3002\u6b64\u5916\uff0c\u6df1\u5ea6\u5b66\u4e60\u5e38\u7528\u7684\u77e5\u540d\u6846\u67b6PyTorch\u4e5f\u57282021\u5e745\u6708\u53d1\u5e03\u76841.8\u7248\u672c\u4e2d\u5ba3\u5e03\u652f\u6301ROCm\u3002AMD\u516c\u53f8\u7684GPU\u53ef\u4ee5\u4f7f\u7528\u5f00\u6e90\u7684kernel\u6a21\u5757amdgpu\u3002\u5177\u4f53\u7ec6\u8282\u7701\u7565\uff0c\u901a\u8fc7\u6b64\u6a21\u5757\uff0c\u53ef\u4ee5\u901a\u8fc7\/sys\/class\/drm\u76ee\u5f55\u4e0b\u7684\u8bbe\u5907\u6587\u4ef6\u83b7\u53d6GPU\u7684\u6307\u6807\u6570\u636e\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u4e8b\u5b9e\u4e0a\uff0c\u5bf9\u4e8eAMD\u5236\u9020\u7684GPU\u6765\u8bf4\uff0c\u5e76\u4e0d\u9700\u8981\u5355\u72ec\u7684\u5bfc\u51fa\u5668\uff0c\u800c\u662f\u53ef\u4ee5\u901a\u8fc7node_exporter\uff08\u7248\u672c1.3.0\uff0c\u4e8e2021\u5e7411\u6708\u53d1\u5e03\uff09\u5355\u72ec\u83b7\u53d6\uff0c\u5e76\u4e14\u53ef\u4ee5\u50cf\u83b7\u53d6\u670d\u52a1\u5668\u7684CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u548cIO\u4fe1\u606f\u4e00\u6837\u83b7\u53d6GPU\u7684\u6307\u6807\uff01\u592a\u68d2\u4e86\uff01<\/p>\n<h1>\u5efa\u7acb\u76d1\u63a7\u7cfb\u7edf<\/h1>\n<p>\u597d\u7684\uff0c\u7531\u4e8e\u6211\u4eec\u5df2\u7ecf\u8ba8\u8bba\u4e86\u5404\u79cd\u72ec\u7acb\u5de5\u5177\uff0c\u73b0\u5728\u6211\u4eec\u5c06\u5f00\u59cb\u7ec4\u5408\u5b83\u4eec\u4ee5\u6784\u5efa\u76d1\u63a7\u7cfb\u7edf\u3002\u8fd9\u6b21\uff0c\u6211\u4eec\u5c06\u4f7f\u7528Docker\u6765\u8fd0\u884c\u5404\u79cd\u5de5\u5177\u3002\u6b64\u5916\uff0c\u7531\u4e8e\u5173\u4e8e\u5982\u4f55\u4f7fGPU\u6b63\u5e38\u5de5\u4f5c\u7684\u6b65\u9aa4\u5df2\u7ecf\u6709\u5f88\u591a\u524d\u8f88\u4eec\u7559\u4e0b\u7684\u6587\u7ae0\uff0c\u6240\u4ee5\u6211\u4eec\u5c06\u7701\u7565\u8fd9\u90e8\u5206\u5185\u5bb9\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u5c06\u57fa\u4e8eNVIDIA\u7684GPU\u6765\u8fd0\u884cnvidia-smi\uff0c\u5982\u679c\u662fAMD\u7684GPU\uff0c\u5219\u4f7f\u7528rocm-smi\u3002<\/p>\n<h2>\u7cfb\u7edf\u914d\u7f6e<\/h2>\n<p>\u8fd9\u6b21\u6784\u5efa\u7684\u662f\u4e00\u4e2a\u75311\u4e2a\u76d1\u89c6\u8282\u70b9\u548c2\u4e2a\u975e\u76d1\u89c6\u8282\u70b9\u7ec4\u6210\u7684\u4e09\u53f0\u7cfb\u7edf\u3002\u4e3a\u4e86\u4f7f\u529f\u80fd\u66f4\u6e05\u6670\u660e\u4e86\uff0c\u6211\u4eec\u5c06\u8282\u70b9\u5206\u5f00\uff0c\u4f46\u662f\u5982\u679c\u53ea\u5e0c\u671b\u901a\u8fc7\u4e00\u53f0GPU\u673a\u5668\u6765\u5b8c\u6210\uff0c\u4e5f\u53ef\u4ee5\u5c06Grafana\u3001Prometheus\u548c\u5404\u79cdexporter\u96c6\u4e2d\u5230\u4e00\u53f0\u673a\u5668\u4e0a\uff0c\u5b9e\u73b0\u5168\u80fd\u8fd0\u884c\u3002\u6b64\u5916\uff0c\u7531\u4e8e\u8fd9\u4ec5\u4ec5\u662f\u5728\u5bb6\u5ead\u79c1\u4eba\u7f51\u7edc\u4e0a\u6784\u5efa\u7684\u73af\u5883\uff0c\u56e0\u6b64\u5e76\u672a\u8003\u8651\u5230\u6076\u610f\u7528\u6237\u6216\u5916\u90e8\u653b\u51fb\u7684\u5b58\u5728\u3002<\/p>\n<h4>\u786c\u4ef6\u4fe1\u606f<\/h4>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">aone (192.168.1.10)<\/ul>\n<\/li>\n<\/ul>\n<p>\u7ba1\u7406\u30ce\u30fc\u30c9\u3001\u8a73\u7d30\u7565<\/p>\n<p>mana (192.168.1.11)<\/p>\n<p>CPU: Intel Core i9 9900K<br \/>\nGPU: NVIDIA Geforce RTX3060<\/p>\n<p>sayu (192.168.1.12)<\/p>\n<p>CPU: AMD Ryzen Threadripper 1950X<br \/>\nGPU: AMD Radeon RX 5500 XT<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d521637434c4406ccbd5e\/31-0.png\" alt=\"arch.png\" \/><\/div>\n<h4>\u8f6f\u4ef6\u4fe1\u606f\uff08 \uff09<\/h4>\n<div>\n<div class=\"post-table\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d0\u30fc\u30b8\u30e7\u30f3Ubuntu (OS)20.04Docker20.10Grafana8.2.5Prometheus2.31.1node_exporter1.3.0DCGM_exporter2.3.1nvidia driver11.5amdgpu21.40<\/div>\n<\/div>\n<h2>\u5b89\u88c5\u5230GPU\u642d\u8f7d\u7684PC\u7684\u5bfc\u51fa\u7a0b\u5e8f\u3002<\/h2>\n<h3>\u9b54\u529b\uff08NVIDIA\u663e\u5361\uff09<\/h3>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u5c06\u4ece\u88ab\u76d1\u89c6\u7684\u5bf9\u8c61\u5f00\u59cb\u6784\u5efa\u3002\u901a\u8fc7\u4f7f\u7528Docker\u6765\u8fd0\u884cnode_exporter\u548cDCGM_exporter\u3002\u7531\u4e8e\u8fd9\u6b21\u76d1\u89c6\u7684\u4e3b\u673a\u4e0a\u6ca1\u6709\u9700\u8981\u6301\u4e45\u5316\u7684\u4fe1\u606f\uff0c\u56e0\u6b64\u4e0d\u9700\u8981\u8fdb\u884c\u7279\u6b8a\u7684\u914d\u7f6e\u66f4\u6539\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker run <span class=\"nt\">-d<\/span> <span class=\"nt\">--net<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"host\"<\/span> <span class=\"nt\">--pid<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"host\"<\/span> <span class=\"nt\">-v<\/span> <span class=\"s2\">\"\/:\/host:ro,rslave\"<\/span> <span class=\"se\">\\<\/span>\r\n    quay.io\/prometheus\/node-exporter:latest <span class=\"nt\">--path<\/span>.rootfs<span class=\"o\">=<\/span>\/host\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker run <span class=\"nt\">-d<\/span> <span class=\"nt\">--gpus<\/span> all <span class=\"nt\">--rm<\/span> <span class=\"nt\">-p<\/span> 9400:9400\u3000<span class=\"se\">\\<\/span>\r\n\u3000\u3000\u3000\u3000\u3000\u3000\u3000\u3000nvcr.io\/nvidia\/k8s\/dcgm-exporter:2.3.1-2.6.0-ubuntu20.04\r\n<\/code><\/pre>\n<h3>AMD GPU (\u8bf4\u53cb)<\/h3>\n<p>\u8fd9\u53f0\u673a\u5668\u53ea\u9700\u8981\u5b89\u88c5node_exporter\u5c31\u53ef\u4ee5\u8fbe\u5230\u76ee\u7684\uff0c\u4f46\u9700\u8981\u6dfb\u52a0\u9009\u9879&#8211;collector.drm\u3002\u8fd9\u4e2a\u9009\u9879\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u662f\u7981\u7528\u7684\uff0c\u5b83\u7528\u4e8e\u6536\u96c6\u7981\u7528\u7684drm\u6307\u6807\uff0c\u901a\u8fc7\u6dfb\u52a0\u6b64\u9009\u9879\uff0cnode_exporter\u53ef\u4ee5\u83b7\u53d6GPU\u7684\u4fe1\u606f\uff08\u6ce8\uff1a\u8fd9\u4e0d\u662fdocker run\u7684\u9009\u9879\uff0c\u800c\u662f\u4f20\u9012\u7ed9\u5728Docker\u4e2d\u8fd0\u884c\u7684node_exporter\u7684\u9009\u9879\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker run <span class=\"nt\">-d<\/span> <span class=\"nt\">--net<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"host\"<\/span> <span class=\"nt\">--pid<\/span><span class=\"o\">=<\/span><span class=\"s2\">\"host\"<\/span> <span class=\"nt\">-v<\/span> <span class=\"s2\">\"\/:\/host:ro,rslave\"<\/span> <span class=\"se\">\\<\/span>\r\n    quay.io\/prometheus\/node-exporter <span class=\"nt\">--path<\/span>.rootfs<span class=\"o\">=<\/span>\/host <span class=\"nt\">--collector<\/span>.drm\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5 Prometheus \u548c Grafana\u3002<\/h2>\n<p>\u5728 Prometheus \u4e2d\uff0c\u6211\u4eec\u51b3\u5b9a\u4e0e\u4e3b\u673a\u5171\u4eab\u201c\u7d2f\u79ef\u7684\u6570\u636e\u201d\u548c\u201c\u914d\u7f6e\u6587\u4ef6\u201d\u3002\u5982\u679c\u672a\u8bbe\u7f6e\u8fd9\u4e9b\u5185\u5bb9\u5e76\u505c\u6b62 Prometheus \u7684\u5bb9\u5668\uff0c\u90a3\u4e48\u8fd9\u4e9b\u6570\u636e\u5c06\u4f1a\u6d88\u5931\u3002\u5728\u4e0b\u9762\u7684\u547d\u4ee4\u4e2d\uff0c\u901a\u8fc7\u7b2c\u4e8c\u884c\u5c06\u4e3b\u673a\u4e0a\u7684\u914d\u7f6e\u6587\u4ef6\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d\uff0c\u540c\u6837\u5730\uff0c\u5728\u7b2c\u4e09\u884c\u4e2d\u5c06 Prometheus \u7d2f\u79ef\u7684\u5404\u79cd\u6570\u636e\u76ee\u5f55\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d\u3002\u672c\u6b21\u6211\u4eec\u5728\u4e3b\u673a\u521b\u5efa\u4e86\u4e00\u4e2a\u540d\u4e3a \/home\/miura\/prometheus \u7684\u76ee\u5f55\uff0c\u5e76\u5c06\u6570\u636e\u548c\u914d\u7f6e\u6587\u4ef6\u5b58\u50a8\u5728\u5176\u4e2d\u3002\u8bf7\u5728\u60a8\u81ea\u5df1\u7684\u73af\u5883\u4e2d\u8fdb\u884c\u76f8\u5e94\u8c03\u6574\u540e\u6267\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>makedir \/home\/miura\/prometheus\/data <span class=\"c\">#\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u4f5c\u6210<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker run <span class=\"nt\">-d<\/span> <span class=\"nt\">-p<\/span> 9090:9090 <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">-v<\/span> \/home\/miura\/prometheus\/prometheus.yml:\/etc\/prometheus\/prometheus.yml <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">-v<\/span> \/home\/miura\/prometheus\/data:\/prometheus <span class=\"se\">\\<\/span>\r\n    prom\/prometheus\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u662f\u5df2\u6302\u8f7d\u7684\u8bbe\u7f6e\u6587\u4ef6\u3002\u5728scrape_configs\u4e0b\uff0c\u60a8\u53ef\u4ee5\u8bb0\u5f55\u4e24\u4e2a\u76d1\u89c6\u76ee\u6807exporter\u7684\u4fe1\u606f\u3002\u867d\u7136\u8fd8\u53ef\u4ee5\u8fdb\u884c\u5176\u4ed6\u5b9a\u5236\uff0c\u4f46\u672c\u6b21\u4ec5\u9700\u8bbe\u7f6e\u4ee5\u4e0b\u6700\u4f4e\u9650\u5ea6\u9879\u76ee\u5373\u53ef\u5f00\u59cb\u8fd0\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">global<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">scrape_interval<\/span><span class=\"pi\">:<\/span> <span class=\"s\">15s<\/span>\r\n  <span class=\"na\">external_labels<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">monitor<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">codelab-monitor'<\/span>\r\n\r\n<span class=\"na\">scrape_configs<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">job_name<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">gpu_nvidia'<\/span> <span class=\"c1\"># \u4efb\u610f\u306b\u6307\u5b9a\u53ef\u80fd\u306a\u540d\u79f0<\/span>\r\n    <span class=\"na\">scrape_interval<\/span><span class=\"pi\">:<\/span> <span class=\"s\">5s<\/span> <span class=\"c1\"># \u30dd\u30fc\u30ea\u30f3\u30b0\u9593\u9694\uff08\u6307\u5b9a\u3057\u306a\u3051\u308c\u3070global\u306e\u5024\u304c\u5229\u7528\u3055\u308c\u308b\uff09<\/span>\r\n    <span class=\"na\">static_configs<\/span><span class=\"pi\">:<\/span> <span class=\"c1\"># \u5bfe\u8c61\u306eexporter\u304c\u5f85\u3061\u53d7\u3051\u3066\u3044\u308b\u30db\u30b9\u30c8\u540d\uff08IP\u30a2\u30c9\u30ec\u30b9\uff09\u3068\u30dd\u30fc\u30c8\u756a\u53f7<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">targets<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"s1\">'<\/span><span class=\"s\">192.168.1.11:9100'<\/span><span class=\"pi\">]<\/span> <span class=\"c1\"># node_exporter\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u30dd\u30fc\u30c8 9100<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">targets<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"s1\">'<\/span><span class=\"s\">192.168.1.11:9400'<\/span><span class=\"pi\">]<\/span> <span class=\"c1\"># DCGM\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u30dd\u30fc\u30c8 9400<\/span>\r\n\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">job_name<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">gpu_amd'<\/span> <span class=\"c1\"># \u540c\u4e0a<\/span>\r\n    <span class=\"na\">scrape_interval<\/span><span class=\"pi\">:<\/span> <span class=\"s\">5s<\/span>\r\n    <span class=\"na\">static_configs<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">targets<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"s1\">'<\/span><span class=\"s\">192.168.1.12:9100'<\/span><span class=\"pi\">]<\/span>\r\n<\/code><\/pre>\n<h1>\u4f7f\u7528Grafana\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316<\/h1>\n<p>\u8fd9\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4eea\u8868\u677f\uff0c\u53ef\u5c06\u201cGPU\u4f7f\u7528\u7387\u201d\u3001\u201cGPU\u5185\u5b58\u4f7f\u7528\u91cf\u201d\u3001\u201cCPU\u4f7f\u7528\u91cf\u201d\u548c\u201c\u5185\u5b58\u4f7f\u7528\u91cf\u201d\u53ef\u89c6\u5316\uff0c\u9488\u5bf9\u6bcf\u53f0GPU\u673a\u5668\uff0c\u5c31\u50cf\u6587\u7ae0\u5f00\u5934\u7684\u56fe\u8868\u6240\u793a\u3002Grafana\u53ef\u4ee5\u521b\u5efa\u590d\u6742\u7684\u4eea\u8868\u677f\uff0c\u4f46\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u5c3d\u91cf\u7b80\u6d01\uff0c\u4ee5\u4fbf\u67e5\u770b\u6240\u9700\u4fe1\u606f\u3002\u5f53\u7136\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u6839\u636e\u9700\u8981\u6dfb\u52a0\u6216\u5220\u9664\u66f4\u591a\u6570\u636e\uff0c\u56e0\u4e3a\u6211\u4eec\u6536\u96c6\u7684\u6570\u636e\u6bd4\u8fd9\u4e2a\u66f4\u591a\u3002<\/p>\n<h2>\u9996\u6b21\u8bbf\u95eeGrafana<\/h2>\n<p>\u7531\u4e8eGrafana\u9ed8\u8ba4\u57283000\u7aef\u53e3\u4e0a\u8fd0\u884c\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee&lt;IP\u5730\u5740&gt;:3000\u6765\u67e5\u770b\u3002\u7b2c\u4e00\u6b21\u8bbf\u95ee\u65f6\uff0c\u60a8\u5c06\u88ab\u8981\u6c42\u66f4\u6539\u5bc6\u7801\uff0c\u8bf7\u4f7f\u7528\u9ed8\u8ba4\u7684 admin:admin \u767b\u5f55\u540e\u8bbe\u7f6e\u65b0\u5bc6\u7801\u3002<\/p>\n<h2>\u6dfb\u52a0\u6570\u636e\u6e90<\/h2>\n<p>\u6570\u636e\u6e90\u662f\u6307\u5b9aGrafana\u5904\u7406\u54ea\u4e2a\u670d\u52a1\u7684\u4fe1\u606f\uff0c\u672c\u6b21\u5c06\u6307\u5b9a\u4e3aPrometheus\u3002<\/p>\n<p>\u8bf7\u8bbf\u95ee&lt;IP\u5730\u5740&gt;:3000\/datasources\uff0c\u7136\u540e\u70b9\u51fb\u6dfb\u52a0\u6570\u636e\u6e90\u3002\u5728\u8df3\u8f6c\u7684\u9875\u9762\u5217\u8868\u7684\u9876\u90e8\uff0c\u70b9\u51fbPrometheus\u3002\u5728\u8bbe\u7f6e\u9875\u9762\u4e2d\u6709\u8bb8\u591a\u4e0d\u540c\u7684\u914d\u7f6e\u503c\uff0c\u4f46\u8fd9\u91cc\u6211\u4eec\u53ea\u9700\u8981\u5728URL\u4e2d\u8f93\u5165Prometheus\u6240\u5728\u673a\u5668\u7684IP\u5730\u5740\u548c\u7aef\u53e3\u5373\u53ef\u3002\u5982\u679c\u662f\u5728\u4e0d\u540c\u7684\u673a\u5668\u4e0a\u5b89\u88c5\uff0c\u5219\u8f93\u5165&lt;IP\u5730\u5740&gt;:9090\uff1b\u5982\u679c\u662f\u5168\u4e00\u4f53\u7ed3\u6784\uff0c\u5219\u8f93\u5165localhost:9090\u5e94\u8be5\u53ef\u4ee5\u8bbf\u95ee\u3002\u5728\u8f93\u5165\u540e\uff0c\u70b9\u51fb\u9875\u9762\u5e95\u90e8\u7684\u4fdd\u5b58\u5e76\u6d4b\u8bd5\uff0c\u5982\u679c\u9875\u9762\u663e\u793a\u6570\u636e\u6e90\u6b63\u5e38\u5de5\u4f5c\uff0c\u5219\u51c6\u5907\u5de5\u4f5c\u5b8c\u6210\u3002<\/p>\n<p>\u8bf7\u67e5\u770bData sources | Grafana Labs\u4ee5\u83b7\u53d6\u6709\u5173\u6dfb\u52a0\u6570\u636e\u6e90\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u60a8\u53ef\u4ee5\u52a0\u8f7d\u9664Prometheus\u4e4b\u5916\u7684\u5176\u4ed6\u6570\u636e\u3002<\/p>\n<h2>\u521b\u5efa\u4eea\u8868\u677f<\/h2>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u4eea\u8868\u677f\u6765\u663e\u793a\u6240\u9009\u6570\u636e\u6e90\u7684\u6570\u636e\u3002<\/p>\n<p>Grafana\u7684\u4e3b\u9875\u5de6\u4fa7\u6709\u4e00\u4e2a&#8221;+&#8221;\u6309\u94ae\uff0c\u7528\u4e8e\u5f00\u59cb\u521b\u5efa\u4eea\u8868\u76d8\u3002\u70b9\u51fb\u8be5\u6309\u94ae\u5c06\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684\u4eea\u8868\u76d8\u3002\u70b9\u51fb\u5c4f\u5e55\u4e0a\u663e\u793a\u7684&#8221;add an empty panel&#8221;\uff0c\u5c06\u4f1a\u8f6c\u5230\u4ee5\u4e0b\u7684\u56fe\u8868\u521b\u5efa\u754c\u9762\u3002\u5728\u8fd9\u91cc\uff0c\u60a8\u53ef\u4ee5\u7f16\u5199\u8981\u53ef\u89c6\u5316\u7684\u6570\u636e\u67e5\u8be2\u3002\u4f8b\u5982\uff0cNVIDIA_exporter\u83b7\u53d6\u7684GPU\u4f7f\u7528\u7387\u6570\u636e\u4ee5DCGM_FI_DEV_GPU_UTIL\u7684\u540d\u79f0\u5b58\u50a8\u5728Prometheus\u4e2d\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d521637434c4406ccbd5e\/58-0.png\" alt=\"grafana02.png\" \/><\/div>\n<p>\u8bf7\u53c2\u8003\u8fd9\u91cc\u4ee5\u83b7\u53d6\u6709\u5173\u6240\u63d0\u4f9b\u7684\u5ea6\u91cf\u6807\u51c6\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u53e6\u5916\uff0c\u8bf7\u53c2\u8003 Panels | Grafana Labs \u4ee5\u83b7\u53d6\u6709\u5173\u9762\u677f\u548c\u56fe\u8868\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u6211\u4eec\u63d0\u4f9b\u4e86\u5404\u79cd\u81ea\u5b9a\u4e49\u9009\u9879\uff0c\u4ece\u8bbe\u7f6e\u8f74\u548c\u56fe\u4f8b\u5230\u4fee\u6539\u989c\u8272\uff0c\u4f9b\u60a8\u9009\u62e9\u3002<\/p>\n<h1>\u6700\u540e<\/h1>\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u4f7f\u7528Grafana\u548cPrometheus\u6765\u83b7\u53d6GPU\u6307\u6807\u5e76\u53ef\u89c6\u5316\u7684\u65b9\u6cd5\u3002\u76ee\u524d\uff0c\u9664\u4e86\u5e7f\u6cdb\u4f7f\u7528\u7684NVIDIA 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2021\u7b2c16\u5929\u7684\u6587\u7ae0\u3002 \u6982\u62ec [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-43360","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5728\u5bb6\u4e2d\u7684\u6df1\u5ea6\u5b66\u4e60\u7535\u8111\u4e0a\u5efa\u7acb\u76d1\u63a7\u73af\u5883 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5728\u5bb6\u4e2d\u7684\u6df1\u5ea6\u5b66\u4e60\u7535\u8111\u4e0a\u5efa\u7acb\u76d1\u63a7\u73af\u5883\u3002\/\" \/>\n<meta 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