{"id":91931,"date":"2026-01-09T15:19:18","date_gmt":"2026-01-09T07:19:18","guid":{"rendered":"https:\/\/aicats.wiki\/?p=91931"},"modified":"2026-01-09T15:19:18","modified_gmt":"2026-01-09T07:19:18","slug":"%e4%ba%9a%e9%a9%ac%e9%80%8a%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%80%89%e8%b4%ad%e6%8c%87%e5%8d%97%ef%bc%9a%e5%a6%82%e4%bd%95%e4%b8%ba%e4%bd%a0%e7%9a%84ai%e9%a1%b9%e7%9b%ae%e9%80%89%e6%8b%a9%e9%ab%98%e6%80%a7","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2026\/01\/09\/91931.html","title":{"rendered":"\u4e9a\u9a6c\u900a\u670d\u52a1\u5668\u9009\u8d2d\u6307\u5357\uff1a\u5982\u4f55\u4e3a\u4f60\u7684AI\u9879\u76ee\u9009\u62e9\u9ad8\u6027\u4ef7\u6bd4\u4e91\u670d\u52a1\uff1f"},"content":{"rendered":"<p><strong>\u672c\u6587\u6df1\u5165\u89e3\u6790\u4e9a\u9a6c\u900a\u4e91\u670d\u52a1\u5668\u4f53\u7cfb\u548c\u8ba1\u7b97\u5b9e\u4f8b\u914d\u7f6e\uff0c\u805a\u7126<a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/ai\" title=\"\u67e5\u770b\u8207 AI \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">AI<\/a>\u9879\u76ee\u5b9e\u9645\u843d\u5730\u4efb\u52a1\uff0c\u4ece<\/strong>\u8ba1\u7b97\u7c7b\u578b\u3001GPU\u914d\u7f6e\u3001PaaS\u5e73\u53f0\u5e94\u7528\u3001\u5f39\u6027\u5b9a\u4ef7\u3001\u6570\u636e\u5b58\u50a8<strong>\u7b49\u591a\u89d2\u5ea6\u51fa\u53d1\uff0c\u5bf9\u5404\u7c7b\u4f01\u4e1a\u4e0e\u5f00\u53d1\u8005\u5728<a href=\"https:\/\/aicats.wiki\/tw\/2025\/07\/26\/13924-html\/\" title=\"AWS \u63a8\u51fa\u300cKiro\u300d\uff1a2025\u5e74\u4f01\u696d\u7d1aAI\u52a9\u7406\u8a73\u89e3\u8207\u61c9\u7528\u512a\u52e2\u76e4\u9ede\">\u4eba\u5de5\u667a\u6167\u4f3a\u670d\u5668<\/a>\u9009\u578b\u3001\u8fd0\u7ef4\u548c\u6210\u672c\u63a7\u5236\u4e0a\u7ed9\u51fa\u5b9e\u7528\u5efa\u8bae\u3002\u9002\u914d\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001CV\u3001\u6279\u91cf\u63a8\u7406\u7b49\u4e0d\u540cAI\u573a\u666f\uff0c\u8ba9\u60a8<\/strong>\u4ee5\u9ad8\u6027\u4ef7\u6bd4\u91ca\u653e\u6700\u5927AI\u751f\u4ea7\u529b<strong>\uff0c\u52a9\u529b\u521b\u65b0\u667a\u80fd\u5316\u5347\u7ea7\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1918\" height=\"1051\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-94-1.jpg\" alt=\"\u4e9a\u9a6c\u900a\u670d\u52a1\u5668\u9009\u8d2d\u6307\u5357\uff1a\u5982\u4f55\u4e3a\u4f60\u7684AI\u9879\u76ee\u9009\u62e9\u9ad8\u6027\u4ef7\u6bd4\u4e91\u670d\u52a1\uff1f\" class=\"wp-image-91958\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e9a\u9a6c\u900a\u670d\u52a1\u5668\u9009\u8d2d\u6307\u5357\uff1a\u5982\u4f55\u4e3a\u4f60\u7684AI\u9879\u76ee\u9009\u62e9\u9ad8\u6027\u4ef7\u6bd4\u4e91\u670d\u52a1\uff1f<\/strong><\/h2>\n\n\n\n<p>\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\u5e94\u7528\u8fc5\u731b\u53d1\u5c55\u7684\u4eca\u5929\uff0c<strong>\u4e9a\u9a6c\u900a\u670d\u52a1\u5668<\/strong>\u4f5c\u4e3a\u5168\u7403\u9886\u5148\u7684\u4e91\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\uff0c\u5df2\u7ecf\u6210\u4e3a\u5404\u7c7bAI\u9879\u76ee\u90e8\u7f72\u7684\u7406\u60f3\u9009\u62e9\u3002\u9762\u5411\u6570\u636e\u79d1\u5b66\u5bb6\u3001AI\u521b\u4e1a\u4f01\u4e1a\u53ca\u4f20\u7edf\u4f01\u4e1a\u667a\u80fd\u5316\u5347\u7ea7\u9700\u6c42\uff0c\u5982\u4f55\u5728\u590d\u6742\u7684AWS\u4ea7\u54c1\u4f53\u7cfb\u4e2d\u6311\u9009\u6700\u5177\u6027\u4ef7\u6bd4\u7684\u4e91\u670d\u52a1\u5668\uff0c\u6210\u4e3a\u8bb8\u591a\u6280\u672f\u51b3\u7b56\u8005\u5173\u6ce8\u7684\u7126\u70b9\u95ee\u9898\u3002\u672c\u6587\u5c06\u4ece<strong>\u4e9a\u9a6c\u900a\u670d\u52a1\u5668<\/strong>\u7684\u8ba1\u7b97\u4ea7\u54c1\u4f53\u7cfb\u3001AI\u573a\u666f\u4e13\u9879\u914d\u7f6e\u3001\u6210\u672c\u4f18\u5316\u3001\u529f\u80fd\u5bf9\u6bd4\u7b49\u65b9\u9762\uff0c\u4e3a\u5927\u5bb6\u63d0\u4f9b\u4e00\u5957\u8be6\u5c3d\u7684\u9009\u8d2d\u6307\u5357\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e9a\u9a6c\u900a\u670d\u52a1\u5668\u4e91\u670d\u52a1\u4ea7\u54c1\u4f53\u7cfb<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/cn\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\uff08AWS\uff09<\/a>\u4e3a\u5168\u7403\u5ba2\u6237\u63d0\u4f9b\u4e30\u5bcc\u7684\u4e91\u8ba1\u7b97\u4ea7\u54c1\u3002\u5728AI\u9879\u76ee\u843d\u5730\u8fc7\u7a0b\u4e2d\uff0c\u6838\u5fc3\u4ea7\u54c1\u6709\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1920\" height=\"1044\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-94.jpg\" alt=\"\u4e9a\u9a6c\u900a\u4e91\u4ea7\u54c1\u670d\u52a1\u9996\u9875\" class=\"wp-image-91955\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/aws.amazon.com\/cn\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u4e9a\u9a6c\u900a\u4e91\u4ea7\u54c1\u670d\u52a1\u9996\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u8ba1\u7b97\u670d\u52a1\u7c7b\u578b<\/th><th>\u7522\u54c1\u540d<\/th><th>\u63a8\u8350AI\u573a\u666f<\/th><th>\u5b9a\u50f9\u65b9\u5f0f<\/th><th>\u7279\u8272\u512a\u52e2<\/th><\/tr><\/thead><tbody><tr><td>\u865a\u62df\u670d\u52a1\u5668<\/td><td>EC2<\/td><td>\u901a\u7528AI\u8bad\u7ec3\/\u63a8\u7406<\/td><td>\u6309\u91cf\/\u5305\u5e74\u5305\u6708<\/td><td>\u7075\u6d3b\u914d\u7f6eGPU\/CPU\/\u5185\u5b58<\/td><\/tr><tr><td>\u6258\u7ba1\u5bb9\u5668<\/td><td>ECS Fargate<\/td><td>\u65e0\u670d\u52a1\u5668AI\u5e94\u7528<\/td><td>\u6309\u9700\u8a08\u8cbb<\/td><td>\u65e0\u9700\u7ba1\u7406\u5e95\u5c42\u4e3b\u673a<\/td><\/tr><tr><td>\u673a\u5668\u5b66\u4e60PaaS<\/td><td>SageMaker<\/td><td>\u7aef\u5230\u7aefAI\u5f00\u53d1<\/td><td>\u6309\u9700\u8a08\u8cbb<\/td><td>\u96c6\u6210AI\u5f00\u53d1\u90e8\u7f72\u5de5\u5177<\/td><\/tr><tr><td>\u9ad8\u6027\u80fd\u8ba1\u7b97<\/td><td>EC2 Spot<\/td><td>\u6279\u91cf\u8bad\u7ec3\uff0c\u8c03\u5ea6\u4f5c\u4e1a<\/td><td>\u7ade\u4ef7\u8ba1\u8d39<\/td><td>\u9ad8\u6027\u4ef7\u6bd4\uff0c\u5f39\u6027\u62a2\u5360<\/td><\/tr><tr><td>GPU\u914d\u7f6e<\/td><td>G\u7cfb\u5217\/Inf\u7cfb\u5217<\/td><td>\u6df1\u5ea6\u5b66\u4e60\/\u63a8\u7406<\/td><td>\u6309\u91cf\/\u5305\u5e74<\/td><td>NVIDIA\/\u5b9a\u5236\u52a0\u901f\u5668<\/td><\/tr><tr><td>AI\u4f18\u5316\u5b58\u50a8<\/td><td>S3, EFS, FSx<\/td><td>\u6a21\u578b\/\u6570\u636e\u5b58\u50a8<\/td><td>\u6309\u9700\u8a08\u8cbb<\/td><td>\u9ad8\u53ef\u9760\u5f39\u6027<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">1. EC2\u5f39\u6027\u4e91\u670d\u52a1\u5668\uff1a\u81ea\u5b9a\u4e49AI\u7b97\u529b\u7684\u57fa\u7840\u4e3b\u529b<\/h4>\n\n\n\n<p><strong>EC2<\/strong>\u5e73\u53f0\u652f\u6301\u4e3b\u6d41\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u4e0e\u5b9a\u5236AMI\u955c\u50cf\uff0c\u7075\u6d3b\u642d\u914d\u8d44\u6e90\uff0c\u9002\u5408\u5404\u9636\u6bb5AI\u9879\u76ee\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5b9e\u4f8b\u7c7b\u578b<\/th><th>\u9069\u914d\u5834\u666f<\/th><th>GPU\u914d\u7f6e<\/th><th>\u4ef7\u683c\u5c42\u7ea7<\/th><th>\u63a8\u85a6\u7528\u9014<\/th><\/tr><\/thead><tbody><tr><td>g5\u7cfb\u5217<\/td><td>\u901a\u7528AI\u63a8\u7406\/\u8bad\u7ec3<\/td><td>NVIDIA A10G<\/td><td>\u4e2d\u7b49<\/td><td>NLP\/CV<\/td><\/tr><tr><td>inf2\u7cfb\u5217<\/td><td>\u63a8\u7406\u9ad8\u541e\u5410<\/td><td>AWS Inferentia2<\/td><td>\u9ad8\u6027\u50f9\u6bd4<\/td><td>\u5927\u6a21\u578b\u63a8\u7406<\/td><\/tr><tr><td>p4\/p5\u7cfb\u5217<\/td><td>\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8bad\u7ec3<\/td><td>NVIDIA A100\/H100<\/td><td>\u504f\u9ad8<\/td><td>GPT\u7c7b\u8bad\u7ec3<\/td><\/tr><tr><td>c7g\u7cfb\u5217<\/td><td>CPU\u6027\u4ef7\u6bd4\u8bad\u7ec3<\/td><td>\u65e0GPU<\/td><td>\u4f4e\u6210\u672c<\/td><td>\u5c0f\u578b\u8bad\u7ec3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u9009\u8d2d\u5efa\u8bae\uff1a\u82e5\u9700\u7075\u6d3b\u5b9e\u9a8c<strong>\/\u4f4e\u6210\u672c\u8bad\u7ec3<\/strong>\uff0c\u53ef\u4f18\u5148\u8003\u8651EC2 Spot\u5b9e\u4f8b\u3002\u5f3a\u63a8\u7406\u63a8\u8350inf\u7cfb\u5217\uff0c\u9ad8\u7aef\u8bad\u7ec3\u8bf7\u9009p4\/p5\u7cfb\u5217\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. ECS Fargate\u4e0e\u65e0\u670d\u52a1\u5668AI\u8ba1\u7b97<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1910\" height=\"1049\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-94-2.jpg\" alt=\"ECS Fargate\u670d\u52a1\u5668\u9875\" class=\"wp-image-91970\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/aws.amazon.com\/cn\/fargate\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >ECS Fargate\u670d\u52a1\u5668\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/cn\/fargate\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >ECS Fargate<\/a>\u9002\u5408\u77ed\u5468\u671f\u63a8\u7406\u3001\u5728\u7ebf\u6d41\u5f0f\u63a8\u7406\u670d\u52a1\u7b49\u5fae\u670d\u52a1AI\u5e94\u7528\u3002\u4e3b\u8981\u4f18\u52bf\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52a8\u5f39\u6027\u4f38\u7f29\u4e0e\u5bb9\u707e<\/li>\n\n\n\n<li>\u8ba1\u91cf\u7cbe\u51c6\uff0c\u964d\u4f4e\u95f2\u7f6e\u6d6a\u8d39<\/li>\n\n\n\n<li>\u652f\u6301ECR\u955c\u50cf\u4ed3\u5e93\u4e0eIAM\u6743\u9650<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. SageMaker\u4e00\u7ad9\u5f0fAI\u5e73\u53f0<\/h4>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/cn\/sagemaker\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >SageMaker<\/a>\u652f\u6301\u4ece\u539f\u578b\u5f00\u53d1\u5230\u5927\u89c4\u6a21\u5206\u5e03\u8bad\u7ec3\u4e0e\u90e8\u7f72\u3002\u9002\u5408\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5feb\u901f\u5b9e\u9a8c\u539f\u578b\/AutoML<\/li>\n\n\n\n<li>Notebook\/\u5206\u5e03\u5f0f\u8bad\u7ec3\/\u6258\u7ba1API<\/li>\n\n\n\n<li>JumpStart\u4e00\u952e\u4f53\u9a8c\u73b0\u6210\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1048\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-94-3.jpg\" alt=\"SageMaker\u9875\u9762\" class=\"wp-image-91990\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/aws.amazon.com\/cn\/sagemaker\/\" target=\"_blank\" rel=\"noreferrer noopener\" class=\"external\" >SageMaker\u9875\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u670d\u52a1\u5668GPU\/AI\u52a0\u901f\u578b\u5b9e\u4f8b<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5be6\u4f8b<\/th><th>GPU\u7c7b\u578b<\/th><th>\u663e\u5b58\u5bb9\u91cf<\/th><th>\u63a8\u85a6\u5834\u666f<\/th><th>\u5355\u4ef7\u533a\u95f4<\/th><\/tr><\/thead><tbody><tr><td>G5<\/td><td>NVIDIA A10G<\/td><td>24-96GB<\/td><td>\u4e2d\u7b49\u8bad\u7ec3\/\u591a\u8def\u63a8\u7406<\/td><td>\u9069\u4e2d<\/td><\/tr><tr><td>P4\/P5<\/td><td>NVIDIA A100\/H100<\/td><td>40-80GB<\/td><td>\u5927\u6a21\u578b\u5206\u5e03\u8bad\u7ec3<\/td><td>\u504f\u9ad8<\/td><\/tr><tr><td>Inf1\/Inf2<\/td><td>AWS Inferentia\u82af\u7247<\/td><td>64-384GB<\/td><td>\u8d85\u5927\u6a21\u578b\u63a8\u7406<\/td><td>\u4f4e\u81f3\u4e2d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u6eab\u99a8\u63d0\u793a<\/strong>\uff1aInf2\u9002\u5408\u5927\u6279\u91cf\u5e76\u53d1\u63a8\u7406\uff0cGPU\u5b9e\u4f8b\u53ef\u7528Deep Learning AMI\u5373\u523b\u90e8\u7f72\u73af\u5883\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI\u9879\u76ee\u670d\u52a1\u5668\u9009\u578b\u6838\u5fc3\u6307\u6807<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u6027\u80fd\u5bf9\u9700\u6c42\u7684\u9002\u914d\u6027<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5927\u8bed\u8a00\u6a21\u578b\/\u6df1\u5ea6CV\u8bad\u7ec3<\/strong>\uff1a\u9009P4\/P5\u5206\u5e03\u5f0f\u591aGPU<\/li>\n\n\n\n<li><strong>\u9ad8\u541e\u5410\u63a8\u7406\u670d\u52a1<\/strong>\uff1a\u9009Inf2\uff0c\u538b\u7f29\u63a8\u7406\u5355\u4ef7<\/li>\n\n\n\n<li><strong>\u8f7b\u91cf\u539f\u578b\u9a8c\u8bc1<\/strong>\uff1ac7g\u3001g5\u5373\u53ef\u6ee1\u8db3<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u6210\u672c\u7ba1\u63a7\u4e0e\u5f39\u6027\u5229\u7528<\/h4>\n\n\n\n<p><strong>AWS\u8ba1\u8d39\u4f18\u5316\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6309\u9700On-Demand\uff1a\u7075\u6d3b\u6d4b\u8bd5<\/li>\n\n\n\n<li>\u9884\u7559\u5b9e\u4f8b\uff1a\u8fde\u7eed\u75281-3\u5e74\uff0c\u9002\u5408\u751f\u4ea7<\/li>\n\n\n\n<li>Spot\u7ade\u4ef7\uff1a\u9002\u7528\u4e8e\u975e\u5173\u952e\u4efb\u52a1\uff0c\u6700\u591a\u770190%<\/li>\n\n\n\n<li>Auto Scaling\uff1a\u81ea\u52a8\u7f29\u6269\u8d44\u6e90<\/li>\n\n\n\n<li>\u65b0\u7528\u6237Free Tier\u90e8\u5206\u514d\u8d39<\/li>\n<\/ul>\n\n\n\n<p>\u5efa\u8bae\u7528\u8ba1\u8d39\u8ba1\u7b97\u5668\u5bf9\u6bd4\u591a\u89c4\u683c\u9884\u6d4b\u603b\u6210\u672c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u6570\u636e\u4e0e\u5b58\u50a8\u65b9\u6848\u5339\u914d<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5b58\u50a8\u4ea7\u54c1<\/th><th>\u9069\u5408\u5834\u666f<\/th><th>\u5339\u914d\u7279\u70b9<\/th><\/tr><\/thead><tbody><tr><td>Amazon S3<\/td><td>\u5927\u6a21\u578b\/\u6570\u636e\u5b58\u50a8<\/td><td>\u5f39\u6027\u3001\u9ad8\u53ef\u7528\u3001\u4ed8\u8d39\u6309\u7528\u91cf<\/td><\/tr><tr><td>EFS<\/td><td>\u591a\u5b9e\u4f8b\u5171\u4eab<\/td><td>\u9ad8\u5e76\u53d1\u5171\u4eab\u8bbf\u95ee<\/td><\/tr><tr><td>FSx for Lustre<\/td><td>HPC\u9ad8\u6027\u80fd\u8bad\u7ec3<\/td><td>\u6781\u81f4IO\uff0c\u5927\u5e26\u5bbd<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">4. \u7f51\u7edc\u5e26\u5bbd\u4e0e\u533a\u57df\u9009\u62e9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5206\u5e03\u8bad\u7ec3\u9700\u5173\u6ce8\u4e92\u8fde\u5e26\u5bbd\uff1a\u9996\u9009\u540c\u533a\u57df\u540cVPC<\/li>\n\n\n\n<li>\u4e2d\u56fd\u533a\u652f\u6301\u4e3b\u6d41g5\/p4\/inf1\u8d44\u6e90<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e0d\u540cAI\u573a\u666f\u670d\u52a1\u5668\u9009\u578b\u5b9e\u6218\u63a8\u8350<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1047\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-94-4.jpg\" alt=\"SageMaker JumpStart\u9875\u9762\" class=\"wp-image-91995\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/aws.amazon.com\/cn\/sagemaker\/jumpstart\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >SageMaker JumpStart\u9875\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u61c9\u7528\u5834\u666f<\/th><th>\u63a8\u8350\u5b9e\u4f8b<\/th><th>\u4e3b\u8981\u7406\u7531<\/th><th>\u7ecf\u6d4e\u5efa\u8bae<\/th><\/tr><\/thead><tbody><tr><td>NLP\u8bad\u7ec3<\/td><td>EC2 g5\/p4\/p5<\/td><td>\u9ad8\u5e26\u5bbd\u3001\u5927\u663e\u5b58<\/td><td>Spot+On-Demand\u6df7\u5408<\/td><\/tr><tr><td>CV\u8bad\u7ec3<\/td><td>EC2 g5\/p4+FSx<\/td><td>\u591aGPU\u5e76\u884cHPC\u5b58\u50a8<\/td><td>\u7528FSx\u63d0\u901f\u6570\u636e\u8fed\u4ee3<\/td><\/tr><tr><td>\u63a8\u7406\u670d\u52a1<\/td><td>Inf2\/SageMaker<\/td><td>\u9ad8\u5e76\u53d1\u541e\u5410API<\/td><td>Inf2\u6781\u81f4\u6027\u4ef7\u6bd4<\/td><\/tr><tr><td>\u5fae\u670d\u52a1<\/td><td>ECS Fargate<\/td><td>\u5f39\u6027\u4f38\u7f29\u81ea\u52a8\u5316<\/td><td>\u6309\u9700\u5f39\u6027\u7528<\/td><\/tr><tr><td>\u6578\u64da\u5de5\u7a0b<\/td><td>EMR+EC2\/EFS\/S3<\/td><td>\u5206\u5e03\u5f0f\u5f3a\u6570\u636e\u5904\u7406<\/td><td>\u8d44\u6e90\u7ea7\u8054\u8c03\u5ea6<\/td><\/tr><tr><td>\u5feb\u901f\u539f\u578b<\/td><td>SageMaker Studio Lab<\/td><td>\u6781\u7b80\u4e00\u7ad9\u5f0f\u5b9e\u9a8c\u73af\u5883<\/td><td>\u90e8\u5206\u514d\u8cbb<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u53c3\u8003\uff1a<a href=\"https:\/\/aws.amazon.com\/cn\/sagemaker\/jumpstart\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >SageMaker JumpStart<\/a>\u3001<a href=\"https:\/\/aws.amazon.com\/cn\/ec2\/pricing\/on-demand\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >EC2\u5b9a\u4ef7<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5982\u4f55\u5b9e\u73b0\u9ad8\u6027\u4ef7\u6bd4\u670d\u52a1\u5668\u90e8\u7f72\u7b56\u7565<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. \u667a\u80fd\u5f39\u6027\u5229\u7528Spot\u5b9e\u4f8b<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Spot\u7ade\u4ef7\u9002\u5408\u6279\u91cf\/\u53ef\u4e2d\u65adAI\u4efb\u52a1<\/li>\n\n\n\n<li>\u53ef\u642d\u914dSpot Fleet\/ASG\u5f39\u6027\u90e8\u7f72<\/li>\n\n\n\n<li>\u5173\u952e\u670d\u52a1\u5efa\u8baeOn-Demand\u5197\u4f59\u5907\u4efd<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. \u591a\u5c42\u7ea7\u8d44\u6e90\u8c03\u5ea6<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bad\u7ec3\u7528p4\/p5+FSx\uff0c\u63a8\u7406\u8f6cInf2\u3002<\/li>\n\n\n\n<li>EFS\/FSx\u5b9e\u73b0\u591a\u8282\u70b9\u6570\u636e\u5171\u4eab\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. \u5229\u7528AWS AI\u5f00\u53d1\u4e0e\u76d1\u63a7\u5de5\u5177\u63d0\u5347\u6548\u7387<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/aws.amazon.com\/cn\/sagemaker\/model-monitor\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >SageMaker Model Monitor<\/a>\u5b9e\u65f6\u76d1\u63a7\u6a21\u578b\uff0c\u8282\u7701\u8fd0\u7ef4\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/cn\/cloudwatch\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >CloudWatch<\/a>\u96c6\u6210\u6307\u6807\u3001\u544a\u8b66\u4e0e\u65e5\u5fd7\u3002<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/cn\/step-functions\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >AI Workflow<\/a>\u7f16\u6392\u81ea\u52a8\u5316\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6ce8\u610f\u4e8b\u9879\u4e0e\u6700\u4f73\u5b9e\u8df5<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b89\u5168\u5408\u898f<\/strong>\uff1a\u5efa\u8baeVPC\u9694\u79bb\u3001IAM\u5206\u6743\u3001CloudTrail\u5ba1\u8ba1<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u578b\u591a\u4efb\u52a1<\/strong>\uff1a\u62c6\u5206\u4f5c\u4e1a\u3001\u6df7\u5408\u5b9e\u4f8b\u83b7\u5f97\u66f4\u4f18\u7ecf\u6d4e\u6027<\/li>\n\n\n\n<li><strong>\u552e\u540e\u6280\u672f\u652f\u6301<\/strong>\uff1a\u4f01\u4e1a\u53ef\u4e0eAWS\u5efa\u7acb\u5feb\u901f\u6c9f\u901a\u7eff\u8272\u4fe1\u9053<\/li>\n\n\n\n<li><strong>\u5b98\u65b9\u955c\u50cf\u4e0e\u5de5\u5177\u5305<\/strong>\uff1a\u5982<a href=\"https:\/\/aws.amazon.com\/cn\/machine-learning\/amis\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >Deep Learning AMI<\/a>\uff0c\u73af\u5883\u590d\u7528\u66f4\u9ad8\u6548<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1056\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2026\/01\/image-94-5.jpg\" alt=\"AWS\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u5b98\u65b9\u9875\u9762\" class=\"wp-image-91998\" style=\"aspect-ratio:1.8173478080426377;width:1300px;height:auto\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/aws.amazon.com\/cn\/machine-learning\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >AWS\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u5b98\u65b9\u9875\u9762<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u968f\u7740AI\u843d\u5730\u52a0\u901f\uff0c<strong>\u4e9a\u9a6c\u900a\u670d\u52a1\u5668<\/strong>\u51ed\u6027\u80fd\u5f39\u6027\u3001\u8ba1\u8d39\u7075\u6d3b\u3001\u914d\u5957\u4e30\u5bcc\u6210\u4e3a\u9996\u9009\u3002\u5408\u7406\u9009\u578b\uff0c\u521d\u521b\u4e0e\u5927\u578b\u4f01\u4e1a\u90fd\u80fd\u4ee5<strong>\u4f4e\u6210\u672c\u91ca\u653e\u6700\u5927AI\u521b\u65b0\u6f5c\u80fd<\/strong>\u3002\u8fdb\u9636\u8d44\u6e90\u53ef\u5173\u6ce8<a href=\"https:\/\/aws.amazon.com\/cn\/machine-learning\/\" target=\"_blank\" rel=\"noopener\" class=\"external\" >AWS\u5b98\u65b9AI\u4ea7\u54c1\u9875<\/a>\u3002\u8ba9\u6211\u4eec\u5171\u540c\u8fce\u63a5\u667a\u80fd\u5316\u65f6\u4ee3\u7684\u65e0\u9650\u53ef\u80fd\uff01<\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u6df1\u5165\u89e3\u6790\u4e9a\u9a6c\u900a\u4e91\u670d\u52a1\u5668\u4f53\u7cfb\u548c\u8ba1\u7b97\u5b9e\u4f8b\u914d\u7f6e\uff0c\u805a\u7126AI\u9879\u76ee\u5b9e\u9645\u843d\u5730\u4efb\u52a1\uff0c\u4ece\u8ba1\u7b97\u7c7b\u578b\u3001GPU\u914d\u7f6e\u3001PaaS\u5e73\u53f0\u5e94 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[305],"tags":[247,887,2450],"content_visibility":[262],"class_list":["post-91931","post","type-post","status-publish","format-standard","hentry","category-ai-tools-platforms","tag-ai"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/91931","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=91931"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/91931\/revisions"}],"predecessor-version":[{"id":92003,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/91931\/revisions\/92003"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=91931"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/categories?post=91931"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/tags?post=91931"},{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=91931"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}