{"id":61117,"date":"2026-01-17T03:05:34","date_gmt":"2026-01-16T19:05:34","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/61117.html"},"modified":"2026-01-17T03:05:34","modified_gmt":"2026-01-16T19:05:34","slug":"ai%e4%be%a6%e6%b5%8b%e6%a8%a1%e5%9e%8b%e7%ae%97%e5%8a%9b%e6%96%b9%e6%a1%88%ef%bc%9a%e6%af%94%e4%b9%b0%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%9c%813%e4%b8%87%e7%9a%84%e9%a6%96%e5%b9%b4%e6%88%90%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/61117.html","title":{"rendered":"AI\u4fa6\u6d4b\u6a21\u578b\u7b97\u529b\u65b9\u6848\uff1a\u6bd4\u4e70\u670d\u52a1\u5668\u77013\u4e07\u7684\u9996\u5e74\u6210\u672c"},"content":{"rendered":"<h2>AI\u4fa6\u6d4b\u6a21\u578b\u7b97\u529b\u65b9\u6848&#xff1a;\u6bd4\u4e70\u670d\u52a1\u5668\u77013\u4e07\u7684\u9996\u5e74\u6210\u672c<\/h2>\n<h3>1. \u4e3a\u4ec0\u4e48\u521d\u521b\u516c\u53f8\u9700\u8981\u91cd\u65b0\u601d\u8003AI\u7b97\u529b\u65b9\u6848<\/h3>\n<p>\u5bf9\u4e8e\u521d\u521b\u516c\u53f8\u800c\u8a00&#xff0c;AI\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u662f\u4e1a\u52a1\u6838\u5fc3&#xff0c;\u4f46\u81ea\u5efaGPU\u670d\u52a1\u5668\u5f80\u5f80\u6210\u4e3a\u6c89\u91cd\u7684\u8d22\u52a1\u8d1f\u62c5\u3002\u8ba9\u6211\u4eec\u7b97\u4e00\u7b14\u8d26&#xff1a;<\/p>\n<ul>\n<li>\u4e00\u53f0\u4e2d\u7aefAI\u670d\u52a1\u5668&#xff08;\u5982\u914d\u5907NVIDIA A100\u663e\u5361&#xff09;\u91c7\u8d2d\u6210\u672c\u7ea615\u4e07\u5143<\/li>\n<li>\u673a\u623f\u6258\u7ba1\u3001\u7535\u8d39\u3001\u8fd0\u7ef4\u7b49\u9996\u5e74\u652f\u51fa\u7ea63\u4e07\u5143<\/li>\n<li>\u52a0\u4e0a\u7f51\u7edc\u5e26\u5bbd\u548c\u4eba\u529b\u6210\u672c&#xff0c;\u9996\u5e74\u603b\u652f\u51fa\u8f7b\u677e\u7a81\u78345\u4e07\u5143<\/li>\n<\/ul>\n<p>\u800c\u5b9e\u9645\u60c5\u51b5\u662f&#xff1a;\u521d\u521b\u516c\u53f8\u7684\u4e1a\u52a1\u91cf\u5f80\u5f80\u4e0d\u7a33\u5b9a&#xff0c;\u53ef\u80fd\u524d\u4e09\u4e2a\u6708\u9700\u8981\u5bc6\u96c6\u8bad\u7ec3\u6a21\u578b&#xff0c;\u540e\u4e5d\u4e2a\u6708\u53ea\u9700\u5c11\u91cf\u63a8\u7406\u8ba1\u7b97\u3002\u8fd9\u79cd\u6ce2\u52a8\u6027\u8ba9\u6602\u8d35\u7684\u670d\u52a1\u5668\u7ecf\u5e38\u5904\u4e8e\u95f2\u7f6e\u72b6\u6001\u3002<\/p>\n<h3>2. \u4e91GPU\u65b9\u6848\u7684\u6210\u672c\u4f18\u52bf\u5206\u6790<\/h3>\n<p>\u91c7\u7528\u6309\u9700\u4ed8\u8d39\u7684\u4e91GPU\u65b9\u6848&#xff0c;\u53ef\u4ee5\u5b8c\u7f8e\u5339\u914d\u4e1a\u52a1\u6ce2\u52a8\u66f2\u7ebf&#xff1a;<\/p>\n<li>\u8bad\u7ec3\u9636\u6bb5&#xff1a;\u79df\u7528\u9ad8\u6027\u80fdGPU&#xff08;\u5982A100\u5b9e\u4f8b&#xff09;<\/li>\n<li>\u63a8\u7406\u9636\u6bb5&#xff1a;\u5207\u6362\u81f3\u4f4e\u6210\u672c\u5b9e\u4f8b&#xff08;\u5982T4\u5b9e\u4f8b&#xff09;<\/li>\n<li>\u7a7a\u95f2\u65f6\u6bb5&#xff1a;\u5b8c\u5168\u91ca\u653e\u8d44\u6e90&#xff0c;\u96f6\u6210\u672c<\/li>\n<p>\u5177\u4f53\u6210\u672c\u5bf9\u6bd4&#xff08;\u4ee5\u5178\u578bAI\u4fa6\u6d4b\u6a21\u578b\u4e3a\u4f8b&#xff09;&#xff1a;<\/p>\n<table>\n<tr>\u6210\u672c\u9879\u76ee\u81ea\u5efa\u670d\u52a1\u5668\u4e91GPU\u65b9\u6848<\/tr>\n<tbody>\n<tr>\n<td>\u786c\u4ef6\u91c7\u8d2d<\/td>\n<td>15\u4e07\u5143<\/td>\n<td>0\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u9996\u5e74\u8fd0\u7ef4\u6210\u672c<\/td>\n<td>3\u4e07\u5143<\/td>\n<td>0.5\u4e07\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u5b9e\u9645\u4f7f\u7528\u6210\u672c<\/td>\n<td>2\u4e07\u5143<\/td>\n<td>1.5\u4e07\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u9996\u5e74\u603b\u8ba1<\/td>\n<td>5\u4e07\u5143<\/td>\n<td>2\u4e07\u5143<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>3. \u5982\u4f55\u5b9e\u65bd\u4e91GPU\u65b9\u6848<\/h3>\n<h4>3.1 \u9009\u62e9\u5408\u9002\u7684\u4e91GPU\u5e73\u53f0<\/h4>\n<p>\u5173\u952e\u8003\u8651\u56e0\u7d20&#xff1a; &#8211; \u6309\u79d2\u8ba1\u8d39\u80fd\u529b &#8211; \u591a\u79cdGPU\u578b\u53f7\u53ef\u9009 &#8211; \u5feb\u901f\u4f38\u7f29\u529f\u80fd &#8211; \u9884\u88c5AI\u73af\u5883\u955c\u50cf<\/p>\n<p>\u63a8\u8350\u914d\u7f6e\u793a\u4f8b&#xff1a;<\/p>\n<p># \u8bad\u7ec3\u9636\u6bb5\u4f7f\u7528A100\u5b9e\u4f8b<br \/>\ngcloud compute instances create ai-trainer \\\\<br \/>\n    &#8211;machine-type&#061;a2-highgpu-1g \\\\<br \/>\n    &#8211;accelerator&#061;type&#061;nvidia-tesla-a100,count&#061;1<\/p>\n<p># \u63a8\u7406\u9636\u6bb5\u5207\u6362\u81f3T4\u5b9e\u4f8b<br \/>\ngcloud compute instances create ai-inference \\\\<br \/>\n    &#8211;machine-type&#061;n1-standard-16 \\\\<br \/>\n    &#8211;accelerator&#061;type&#061;nvidia-tesla-t4,count&#061;1<\/p>\n<h4>3.2 \u6a21\u578b\u90e8\u7f72\u6700\u4f73\u5b9e\u8df5<\/h4>\n<li>\u5bb9\u5668\u5316\u90e8\u7f72&#xff1a;\u4f7f\u7528Docker\u5c01\u88c5\u6a21\u578b\u73af\u5883<\/li>\n<li>\u81ea\u52a8\u4f38\u7f29&#xff1a;\u6839\u636e\u8bf7\u6c42\u91cf\u52a8\u6001\u8c03\u6574\u5b9e\u4f8b\u6570\u91cf<\/li>\n<li>\u6df7\u5408\u7cbe\u5ea6&#xff1a;\u5408\u7406\u4f7f\u7528FP16\/FP32\u5e73\u8861\u7cbe\u5ea6\u4e0e\u901f\u5ea6<\/li>\n<p>\u5178\u578b\u90e8\u7f72\u547d\u4ee4&#xff1a;<\/p>\n<p># \u62c9\u53d6\u9884\u8bad\u7ec3\u6a21\u578b\u955c\u50cf<br \/>\ndocker pull tensorflow\/serving:latest-gpu<\/p>\n<p># \u542f\u52a8\u670d\u52a1<br \/>\ndocker run -p 8501:8501 \\\\<br \/>\n    &#8211;gpus all \\\\<br \/>\n    -v \/path\/to\/model:\/models\/my_model \\\\<br \/>\n    -e MODEL_NAME&#061;my_model \\\\<br \/>\n    tensorflow\/serving:latest-gpu<\/p>\n<h3>4. \u73b0\u91d1\u6d41\u4f18\u5316\u7b56\u7565<\/h3>\n<h4>4.1 \u6210\u672c\u76d1\u63a7\u5de5\u5177<\/h4>\n<p>\u8bbe\u7f6e\u9884\u7b97\u544a\u8b66&#xff1a;<\/p>\n<p>from google.cloud import billing_v1<\/p>\n<p>client &#061; billing_v1.CloudBillingClient()<br \/>\nbudget &#061; {<br \/>\n    &#034;display_name&#034;: &#034;Monthly_GPU_Budget&#034;,<br \/>\n    &#034;amount&#034;: {&#034;specified_amount&#034;: {&#034;currency_code&#034;: &#034;USD&#034;, &#034;units&#034;: 2000}},<br \/>\n    &#034;threshold_rules&#034;: [{&#034;threshold_percent&#034;: 0.9}]<br \/>\n}<br \/>\nclient.create_budget(parent&#061;&#034;projects\/my-project&#034;, budget&#061;budget)<\/p>\n<h4>4.2 \u8d44\u6e90\u8c03\u5ea6\u81ea\u52a8\u5316<\/h4>\n<p>\u4f7f\u7528Kubernetes\u5b9e\u73b0\u81ea\u52a8\u6269\u7f29\u5bb9&#xff1a;<\/p>\n<p>apiVersion: autoscaling\/v2<br \/>\nkind: HorizontalPodAutoscaler<br \/>\nmetadata:<br \/>\n  name: ai-inference<br \/>\nspec:<br \/>\n  scaleTargetRef:<br \/>\n    apiVersion: apps\/v1<br \/>\n    kind: Deployment<br \/>\n    name: ai-inference<br \/>\n  minReplicas: 1<br \/>\n  maxReplicas: 10<br \/>\n  metrics:<br \/>\n  &#8211; type: Resource<br \/>\n    resource:<br \/>\n      name: cpu<br \/>\n      target:<br \/>\n        type: Utilization<br \/>\n        averageUtilization: 70<\/p>\n<h3>5. \u603b\u7ed3<\/h3>\n<ul>\n<li>\u6210\u672c\u8282\u7701\u663e\u8457&#xff1a;\u4e91GPU\u65b9\u6848\u9996\u5e74\u53ef\u8282\u7701\u7ea63\u4e07\u5143&#xff0c;\u964d\u672c\u5e45\u5ea6\u8fbe60%<\/li>\n<li>\u7075\u6d3b\u5e94\u5bf9\u4e1a\u52a1\u6ce2\u52a8&#xff1a;\u6309\u9700\u4f7f\u7528\u907f\u514d\u8d44\u6e90\u95f2\u7f6e&#xff0c;\u7279\u522b\u9002\u5408\u4e1a\u52a1\u91cf\u4e0d\u7a33\u5b9a\u7684\u521d\u521b\u9636\u6bb5<\/li>\n<li>\u6280\u672f\u95e8\u69db\u964d\u4f4e&#xff1a;\u65e0\u9700\u81ea\u5efa\u8fd0\u7ef4\u56e2\u961f&#xff0c;\u4e13\u6ce8\u6838\u5fc3\u4e1a\u52a1\u5f00\u53d1<\/li>\n<li>\u73b0\u91d1\u6d41\u66f4\u5065\u5eb7&#xff1a;\u5c06\u5927\u989d\u56fa\u5b9a\u8d44\u4ea7\u652f\u51fa\u8f6c\u5316\u4e3a\u53ef\u9884\u6d4b\u7684\u8fd0\u8425\u6210\u672c<\/li>\n<\/ul>\n<p>&#x1f4a1; 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