{"id":3411,"date":"2025-07-17T08:47:50","date_gmt":"2025-07-17T00:47:50","guid":{"rendered":"https:\/\/www.elite.cloud\/?p=3411"},"modified":"2025-07-25T14:41:19","modified_gmt":"2025-07-25T06:41:19","slug":"amazon-sagemaker-price-saving-guide","status":"publish","type":"post","link":"https:\/\/www.elite.cloud\/zh\/post\/amazon-sagemaker-price-saving-guide\/","title":{"rendered":"\u514d\u8cbb\u4f7f\u7528 Amazon SageMaker\uff1f\u5168\u9762\u89e3\u6790\u5b9a\u50f9\u6a21\u578b\u8207\u7bc0\u8cbb\u653b\u7565"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u514d\u8cbb\u4f7f\u7528 Amazon SageMaker\uff1f\u5168\u9762\u89e3\u6790\u5b9a\u50f9\u6a21\u578b\u8207\u7bc0\u8cbb\u653b\u7565\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/SfH2b5uZAxA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001<strong>\u4ec0\u9ebc\u662f Amazon SageMaker\uff1f<\/strong><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Amazon SageMaker<\/a><\/strong> \u662f AWS \u63d0\u4f9b\u7684\u4e00\u500b\u5168\u9762\u7684\u6a5f\u5668\u5b78\u7fd2\u5e73\u53f0\uff0c\u65e8\u5728\u5e6b\u52a9\u958b\u767c\u8005\u548c\u6578\u64da\u79d1\u5b78\u5bb6\u5feb\u901f\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09\u6a21\u578b\u3002\u8a72\u5e73\u53f0\u6db5\u84cb\u4e86\u5f9e\u6578\u64da\u6e96\u5099\u5230\u6a21\u578b\u8a13\u7df4\u518d\u5230\u90e8\u7f72\u7684\u5168\u904e\u7a0b\uff0c\u4e26\u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u81ea\u52d5\u5316\u529f\u80fd\uff0c\u8b93\u958b\u767c\u8005\u7121\u9700\u64d4\u5fc3\u5e95\u5c64\u57fa\u790e\u8a2d\u65bd\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Amazon SageMaker \u7684\u4e3b\u8981\u529f\u80fd\uff1a<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7c21\u55ae\u9ad8\u6548\u7684\u5efa\u6a21<\/strong>\uff1a\u7528\u6236\u53ef\u4ee5\u5feb\u901f\u69cb\u5efa\u3001\u8a13\u7df4\u4e26\u8abf\u6574\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\uff0c\u4e26\u9032\u884c\u81ea\u52d5\u8d85\u53c3\u6578\u8abf\u6574\u3002<\/li>\n\n\n\n<li><strong>\u7aef\u5230\u7aef\u652f\u6301<\/strong>\uff1a\u5f9e\u6578\u64da\u63a2\u7d22\u3001\u5efa\u6a21\u5230\u8a13\u7df4\u3001\u90e8\u7f72\u548c\u76e3\u63a7\uff0cSageMaker \u63d0\u4f9b\u5b8c\u6574\u7684\u6a5f\u5668\u5b78\u7fd2\u89e3\u6c7a\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u5ea6\u9748\u6d3b\u7684\u8a08\u8cbb\u6a21\u5f0f<\/strong>\uff1a\u652f\u6301\u6309\u9700\u5b9a\u50f9\u3001\u7bc0\u7701\u8a08\u5283\u548c Spot \u5be6\u4f8b\uff0c\u5e6b\u52a9\u4f60\u6839\u64da\u9700\u6c42\u6700\u5927\u5316\u6210\u672c\u6548\u76ca\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-2025\u5e747\u670814\u65e5-\u4e0b\u534808_37_34-1024x683.png\" alt=\"\" class=\"wp-image-3416\" style=\"width:1710px;height:auto\" srcset=\"https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-2025\u5e747\u670814\u65e5-\u4e0b\u534808_37_34-1024x683.png 1024w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-2025\u5e747\u670814\u65e5-\u4e0b\u534808_37_34-300x200.png 300w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-2025\u5e747\u670814\u65e5-\u4e0b\u534808_37_34-768x512.png 768w, https:\/\/www.elite.cloud\/wp-content\/uploads\/2025\/07\/ChatGPT-Image-2025\u5e747\u670814\u65e5-\u4e0b\u534808_37_34.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e8c\u3001Amazon SageMaker \u7684\u5b9a\u50f9\u6a21\u578b<\/strong><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Amazon SageMaker<\/a><\/strong> \u63d0\u4f9b\u591a\u7a2e\u5b9a\u50f9\u9078\u9805\uff0c\u8b93\u7528\u6236\u80fd\u5920\u6839\u64da\u5177\u9ad4\u9700\u6c42\u9078\u64c7\u5408\u9069\u7684\u4ed8\u8cbb\u65b9\u5f0f\u3002\u6839\u64da\u4e0d\u540c\u7684\u4f7f\u7528\u5834\u666f\uff0c\u4ee5\u4e0b\u662f\u5e38\u898b\u7684\u5b9a\u50f9\u6a21\u578b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u514d\u8cbb\u5c64\uff08Free Tier\uff09<\/strong><\/h3>\n\n\n\n<p>\u5c0d\u65bc\u65b0\u7528\u6236\uff0cAWS \u63d0\u4f9b\u4e86 <strong>SageMaker \u514d\u8cbb\u5c64<\/strong>\uff0c\u8b93\u60a8\u7121\u9700\u984d\u5916\u652f\u51fa\u5373\u53ef\u958b\u59cb\u9ad4\u9a57\u6a5f\u5668\u5b78\u7fd2\u3002\u514d\u8cbb\u5c64\u5305\u62ec\u4ee5\u4e0b\u5167\u5bb9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u6708 250 \u5c0f\u6642\u7684 <strong>ml.t3.medium<\/strong> \u5be6\u4f8b\u4f7f\u7528\u6642\u9593<\/li>\n\n\n\n<li>25 \u5c0f\u6642\u7684 <strong>Data Wrangler<\/strong> \u4f7f\u7528\u6642\u9593<\/li>\n\n\n\n<li>10 \u767e\u842c\u6b21 <strong>Feature Store<\/strong> \u8b80\u5beb\u55ae\u4f4d<\/li>\n\n\n\n<li>\u5176\u4ed6\u8207\u6a5f\u5668\u5b78\u7fd2\u76f8\u95dc\u7684\u514d\u8cbb\u4f7f\u7528\u6642\u9593<\/li>\n<\/ul>\n\n\n\n<p>\u9019\u4e00\u65b9\u6848\u8b93\u65b0\u7528\u6236\u53ef\u4ee5\u7121\u98a8\u96aa\u5730\u9ad4\u9a57 <strong>Amazon SageMaker<\/strong>\uff0c\u9032\u884c\u521d\u6b65\u7684\u6a5f\u5668\u5b78\u7fd2\u5be6\u9a57\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u6309\u9700\u5b9a\u50f9\uff08On-Demand Pricing\uff09<\/strong><\/h3>\n\n\n\n<p><strong>\u6309\u9700\u5b9a\u50f9<\/strong> \u662f\u6700\u70ba\u9748\u6d3b\u7684\u5b9a\u50f9\u6a21\u578b\uff0c\u7528\u6236\u50c5\u9700\u6839\u64da\u5be6\u969b\u4f7f\u7528\u7684\u8cc7\u6e90\u9032\u884c\u8a08\u8cbb\uff0c\u7121\u9700\u9577\u671f\u627f\u8afe\u3002\u6309\u79d2\u8a08\u8cbb\u4f7f\u5f97\u6b64\u6a21\u578b\u9069\u7528\u65bc\u4e0d\u7a69\u5b9a\u7684\u5de5\u4f5c\u8ca0\u8f09\u6216\u77ed\u671f\u9805\u76ee\uff0c\u5c24\u5176\u9069\u5408\u5c0d\u8a08\u7b97\u8cc7\u6e90\u9700\u6c42\u6ce2\u52d5\u8f03\u5927\u7684\u7528\u6236\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u82e5\u4f60\u7684\u5718\u968a\u50c5\u5728\u77ed\u671f\u5167\u9032\u884c\u5927\u898f\u6a21\u6578\u64da\u8655\u7406\u6216\u6e2c\u8a66\u6a21\u578b\uff0c\u6309\u9700\u5b9a\u50f9\u53ef\u4ee5\u8b93\u4f60\u6839\u64da\u5be6\u969b\u9700\u6c42\u4ed8\u8cbb\uff0c\u907f\u514d\u7121\u8b02\u7684\u958b\u652f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u7bc0\u7701\u8a08\u5283\uff08Savings Plans\uff09<\/strong><\/h3>\n\n\n\n<p><strong>\u7bc0\u7701\u8a08\u5283<\/strong> \u662f\u91dd\u5c0d\u7a69\u5b9a\u5de5\u4f5c\u8ca0\u8f09\u7684\u7528\u6236\u6240\u8a2d\u8a08\u7684\u5b9a\u50f9\u6a21\u578b\uff0c\u7528\u6236\u9700\u8981\u627f\u8afe\u5728 1 \u5e74\u6216 3 \u5e74\u5167\u7a69\u5b9a\u4f7f\u7528\u670d\u52d9\uff0c\u4e26\u53ef\u4eab\u53d7\u9ad8\u9054 64% \u7684\u8cbb\u7528\u6298\u6263\u3002\u9019\u500b\u9078\u64c7\u975e\u5e38\u9069\u5408\u9577\u671f\u9032\u884c\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u7684\u5718\u968a\u6216\u4f01\u696d\uff0c\u6709\u52a9\u65bc\u66f4\u597d\u5730\u898f\u5283\u9810\u7b97\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u7684\u5718\u968a\u6bcf\u6708\u7a69\u5b9a\u4f7f\u7528 SageMaker \u9032\u884c\u6a21\u578b\u8a13\u7df4\u548c\u8abf\u6574\uff0c\u9078\u64c7\u7bc0\u7701\u8a08\u5283\u5c07\u6709\u52a9\u65bc\u9577\u671f\u964d\u4f4e\u6210\u672c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. Spot \u5be6\u4f8b\uff08Spot Instances\uff09<\/strong><\/h3>\n\n\n\n<p><strong>Spot \u5be6\u4f8b<\/strong> \u662f\u6839\u64da AWS \u7684\u7a7a\u9592\u8a08\u7b97\u8cc7\u6e90\u63d0\u4f9b\u7684\u670d\u52d9\uff0c\u80fd\u5920\u6bd4\u6309\u9700\u5b9a\u50f9\u4fbf\u5b9c\u6700\u591a 90%\u3002\u9019\u500b\u9078\u9805\u9069\u7528\u65bc\u90a3\u4e9b\u53ef\u4ee5\u5bb9\u5fcd\u4e2d\u65b7\u7684\u5de5\u4f5c\u8ca0\u8f09\uff0c\u5982\u5927\u898f\u6a21\u6578\u64da\u8655\u7406\u3001\u6279\u8655\u7406\u4f5c\u696d\u6216\u9577\u671f\u7684\u8a08\u7b97\u4efb\u52d9\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u4f7f\u7528 Spot \u5be6\u4f8b\u4f86\u904b\u884c\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u7684\u8a13\u7df4\u904e\u7a0b\uff0c\u80fd\u5920\u5927\u5e45\u5ea6\u6e1b\u5c11\u958b\u652f\uff0c\u5c24\u5176\u662f\u5c0d\u65bc\u53ef\u4ee5\u5bb9\u5fcd\u8a13\u7df4\u904e\u7a0b\u4e2d\u5076\u723e\u4e2d\u65b7\u7684\u61c9\u7528\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u8a73\u7d30\u7684\u5b98\u65b9\u8aaa\u660e\uff0c\u53ef\u53c3\u8003 \u25ba <a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker\/pricing\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Amazon SageMaker \u5b9a\u50f9<\/a>\uff0c\u4ee5\u53d6\u5f97\u66f4\u5b8c\u6574\u5b9a\u50f9\u8aaa\u660e\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001<strong>\u5b9a\u50f9\u5143\u7d20\u8207\u5176\u4ed6\u8cbb\u7528<\/strong><\/h2>\n\n\n\n<p>\u9664\u4e86\u57fa\u672c\u5b9a\u50f9\u6a21\u578b\uff0c\u9084\u6709\u4e00\u4e9b\u5f71\u97ff\u5b9a\u50f9\u7684\u56e0\u7d20\uff0c\u9019\u4e9b\u56e0\u7d20\u5c0d\u7e3d\u8cbb\u7528\u6709\u91cd\u8981\u5f71\u97ff\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5be6\u4f8b\u985e\u578b\u9078\u64c7<\/strong>\uff1a\u9078\u64c7\u5408\u9069\u7684\u5be6\u4f8b\u914d\u7f6e\u5c0d\u65bc\u7bc0\u7701\u6210\u672c\u81f3\u95dc\u91cd\u8981\u3002\u4e0d\u540c\u985e\u578b\u7684\u5be6\u4f8b\u9069\u7528\u65bc\u4e0d\u540c\u7684\u5de5\u4f5c\u8ca0\u8f09\uff0c\u9078\u64c7\u5408\u9069\u7684\u5be6\u4f8b\u80fd\u6709\u6548\u6e1b\u5c11\u958b\u652f\u3002<\/li>\n\n\n\n<li><strong>\u6578\u64da\u5b58\u5132\u8207\u8655\u7406<\/strong>\uff1a\u6839\u64da\u4f7f\u7528\u60c5\u6cc1\u9078\u64c7\u5408\u9069\u7684\u5b58\u5132\u89e3\u6c7a\u65b9\u6848\uff0c\u5982 Amazon S3 \u6216 EFS\uff0c\u4e0d\u7576\u7684\u9078\u64c7\u6703\u5c0e\u81f4\u4e0d\u5fc5\u8981\u7684\u8cbb\u7528\u3002<\/li>\n\n\n\n<li><strong>\u9644\u52a0\u670d\u52d9\u7684\u4f7f\u7528<\/strong>\uff1a\u4f8b\u5982 <a href=\"https:\/\/aws.amazon.com\/it\/sagemaker-ai\/studio\/\" target=\"_blank\" rel=\"noopener\" title=\"\">SageMaker Studio<\/a> \u548c SageMaker Model Monitor \u7b49\u9644\u52a0\u529f\u80fd\u4e5f\u6703\u5e36\u4f86\u984d\u5916\u7684\u8cbb\u7528\uff0c\u56e0\u6b64\u8981\u5408\u7406\u9078\u64c7\u4e26\u7ba1\u7406\u9019\u4e9b\u670d\u52d9\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5982\u679c\u4f60\u5e0c\u671b\u6df1\u5165\u4e86\u89e3\u5982\u4f55\u6709\u6548\u5229\u7528 SageMaker \u7684\u5404\u7a2e\u529f\u80fd\u4f86\u512a\u5316\u4f60\u7684\u6a5f\u5668\u5b78\u7fd2\u6210\u672c\uff0c<strong><a href=\"https:\/\/www.elite.cloud\/zh\/contact-us\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u806f\u7e6b\u52e4\u82f1\u79d1\u6280<\/a><\/strong>\u4ee5\u63d0\u4f9b\u5c08\u696d\u7684\u96f2\u7aef\u6210\u672c\u7ba1\u7406\u548c\u512a\u5316\u670d\u52d9\uff0c\u5e6b\u52a9\u4f60\u6700\u5927\u5316\u8cc7\u6e90\u4f7f\u7528\u548c\u8cbb\u7528\u63a7\u5236\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001<strong>\u6210\u672c\u7ba1\u7406\u7b56\u7565<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. \u76e3\u63a7\u4f7f\u7528\u60c5\u6cc1\u8207\u958b\u652f<\/strong><\/h3>\n\n\n\n<p><strong><a href=\"https:\/\/aws.amazon.com\/tw\/aws-cost-management\/aws-cost-explorer\/\" target=\"_blank\" rel=\"noopener\" title=\"\">AWS Cost Explorer<\/a><\/strong> \u662f\u4e00\u500b\u5f37\u5927\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5e6b\u52a9\u7528\u6236\u8ddf\u8e64\u548c\u5206\u6790 AWS \u4e0a\u7684\u958b\u652f\u3002\u5b9a\u671f\u8a2d\u7f6e\u9810\u7b97\u8b66\u5831\uff0c\u4e26\u901a\u904e Cost Explorer \u76e3\u63a7\u4f60\u7684\u4f7f\u7528\u60c5\u6cc1\uff0c\u53ca\u6642\u8abf\u6574\u8cc7\u6e90\u914d\u7f6e\uff0c\u907f\u514d\u8d85\u51fa\u9810\u7b97\u3002\u9019\u6a23\u53ef\u4ee5\u5e6b\u52a9\u4f60\u63a7\u5236 <strong>SageMaker \u6210\u672c<\/strong>\uff0c\u78ba\u4fdd\u8cbb\u7528\u4e0d\u6703\u904e\u9ad8\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u60f3\u4e86\u89e3\u5982\u4f55\u4f7f\u7528 AWS Cost Explorer\uff1f\u53ef\u53c3\u8003\u6211\u5011\u64b0\u5beb\u7684 <a href=\"https:\/\/www.elite.cloud\/zh\/post\/aws-cost-explorer-cost-optimization\/\" target=\"_blank\" rel=\"noopener\" title=\"\">AWS Cost Explorer \u4f7f\u7528\u6307\u5357\uff1a\u5168\u9762\u5206\u6790\u8207\u512a\u5316 AWS \u96f2\u7aef\u6210\u672c<\/a><\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. \u512a\u5316\u8cc7\u6e90\u914d\u7f6e<\/strong><\/h3>\n\n\n\n<p>\u9078\u64c7\u5408\u9069\u7684\u8a08\u7b97\u5be6\u4f8b\u914d\u7f6e\u662f\u5be6\u73fe\u6210\u672c\u7bc0\u7701\u7684\u95dc\u9375\u3002\u4f8b\u5982\uff0c\u6839\u64da\u5de5\u4f5c\u8ca0\u8f09\u7684\u9700\u6c42\u9078\u64c7 <strong>T3<\/strong> \u6216 <strong>M5<\/strong> \u5be6\u4f8b\uff0c\u907f\u514d\u904e\u5ea6\u914d\u7f6e\u3002\u5408\u7406\u7684\u8cc7\u6e90\u914d\u7f6e\u5c07\u4f7f\u4f60\u4ee5\u66f4\u4f4e\u7684\u6210\u672c\u9054\u5230\u6240\u9700\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<p><strong>\u7bc4\u4f8b<\/strong>\uff1a\u5982\u679c\u4f60\u7684\u5de5\u4f5c\u8ca0\u8f09\u4e3b\u8981\u662f\u8f15\u91cf\u7d1a\u8a08\u7b97\uff0c\u9078\u64c7 <strong>t3.medium<\/strong> \u5be6\u4f8b\u800c\u4e0d\u662f\u66f4\u9ad8\u914d\u7f6e\u7684 <strong>m5.large<\/strong> \u5be6\u4f8b\u5c07\u80fd\u986f\u8457\u6e1b\u5c11\u958b\u652f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. \u4f7f\u7528\u81ea\u52d5\u5316\u5de5\u5177<\/strong><\/h3>\n\n\n\n<p>AWS \u63d0\u4f9b\u4e86\u4e00\u4e9b\u81ea\u52d5\u5316\u5de5\u5177\uff0c\u5982 <strong><a href=\"https:\/\/aws.amazon.com\/tw\/aws-cost-management\/aws-budgets\/\" target=\"_blank\" rel=\"noopener\" title=\"\">AWS Budgets<\/a><\/strong> \u548c <strong><a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker-ai\/autopilot\/\" target=\"_blank\" rel=\"noopener\" title=\"\">SageMaker Autopilot<\/a><\/strong>\uff0c\u53ef\u4ee5\u5e6b\u52a9\u4f60\u81ea\u52d5\u76e3\u63a7\u548c\u8abf\u6574\u958b\u652f\uff0c\u4e26\u901a\u904e\u9810\u8a2d\u898f\u5247\u81ea\u52d5\u512a\u5316\u8cc7\u6e90\u4f7f\u7528\uff0c\u5f9e\u800c\u6e1b\u5c11\u8cbb\u7528\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. \u4f7f\u7528 Spot \u5be6\u4f8b<\/strong><\/h3>\n\n\n\n<p><strong>Spot \u5be6\u4f8b<\/strong> \u53ef\u4ee5\u8b93\u4f60\u5229\u7528 AWS \u7684\u9592\u7f6e\u8a08\u7b97\u8cc7\u6e90\u4f86\u7bc0\u7701\u5927\u7b46\u8cbb\u7528\u3002\u5b83\u5011\u5c0d\u65bc\u9700\u8981\u9ad8\u6027\u80fd\u8a08\u7b97\u4f46\u53c8\u80fd\u5bb9\u5fcd\u4e2d\u65b7\u7684\u5de5\u4f5c\u8ca0\u8f09\uff0c\u5982\u5927\u898f\u6a21\u6578\u64da\u8655\u7406\uff0c\u7279\u5225\u6709\u6548\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. \u512a\u5316\u8a13\u7df4\u4f5c\u696d<\/strong><\/h3>\n\n\n\n<p>\u5c0d\u65bc\u90a3\u4e9b\u9700\u8981\u9032\u884c\u5927\u91cf\u8a13\u7df4\u7684\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\uff0c\u9078\u64c7\u5408\u9069\u7684\u8a08\u7b97\u8cc7\u6e90\u548c\u8a13\u7df4\u65b9\u5f0f\uff08\u5982\u6279\u8655\u7406\u548c\u4e26\u884c\u8655\u7406\uff09\u80fd\u5920\u6709\u6548\u6e1b\u5c11\u8a13\u7df4\u6642\u9593\u548c\u8a08\u7b97\u6210\u672c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001<strong>\u52a0\u5f37 SageMaker Studio \u548c Autopilot \u7684\u4f7f\u7528<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. SageMaker Studio<\/strong><\/h3>\n\n\n\n<p><strong><a href=\"https:\/\/aws.amazon.com\/it\/sagemaker-ai\/studio\/\" target=\"_blank\" rel=\"noopener\" title=\"\">SageMaker Studio<\/a><\/strong> \u662f\u4e00\u500b\u96c6\u6210\u958b\u767c\u74b0\u5883\uff08IDE\uff09\uff0c\u5c08\u9580\u7528\u65bc\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u3002\u5b83\u4f7f\u958b\u767c\u8005\u53ef\u4ee5\u8f15\u9b06\u57f7\u884c\u6240\u6709\u6a5f\u5668\u5b78\u7fd2\u4efb\u52d9\uff0c\u5305\u62ec\u6578\u64da\u63a2\u7d22\u3001\u5efa\u6a21\u3001\u8a13\u7df4\u3001\u5be6\u9a57\u7ba1\u7406\u7b49\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. SageMaker Autopilot<\/strong><\/h3>\n\n\n\n<p><strong><a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker-ai\/autopilot\/\" target=\"_blank\" rel=\"noopener\" title=\"\">SageMaker Autopilot<\/a><\/strong> \u4f7f\u6a5f\u5668\u5b78\u7fd2\u8b8a\u5f97\u66f4\u52a0\u81ea\u52d5\u5316\uff0c\u5f9e\u800c\u5e6b\u52a9\u7528\u6236\u5feb\u901f\u69cb\u5efa\u548c\u8a13\u7df4\u9ad8\u6548\u7684\u6a21\u578b\u3002\u5c0d\u65bc\u6c92\u6709\u6df1\u539a\u6a5f\u5668\u5b78\u7fd2\u80cc\u666f\u7684\u7528\u6236\u4f86\u8aaa\uff0c\u9019\u662f\u6975\u5176\u6709\u7528\u7684\u5de5\u5177\uff0c\u80fd\u5e6b\u52a9\u4ed6\u5011\u81ea\u52d5\u9078\u64c7\u6700\u4f73\u7684\u6a21\u578b\u8a2d\u7f6e\u548c\u8d85\u53c3\u6578\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001<strong>\u7d50\u8ad6<\/strong><\/h2>\n\n\n\n<p>\u7406\u89e3 <strong><a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Amazon SageMaker<\/a><\/strong> \u7684\u5b9a\u50f9\u6a21\u578b\u548c\u5982\u4f55\u6839\u64da\u5be6\u969b\u9700\u6c42\u9032\u884c\u8cc7\u6e90\u914d\u7f6e\uff0c\u5c0d\u65bc\u4efb\u4f55\u5e0c\u671b\u5be6\u73fe\u9ad8\u6548\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u7684\u4f01\u696d\u4f86\u8aaa\uff0c\u90fd\u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002\u901a\u904e <strong><a href=\"https:\/\/aws.amazon.com\/tw\/aws-cost-management\/aws-cost-explorer\/\" target=\"_blank\" rel=\"noopener\" title=\"\">AWS Cost Explorer<\/a><\/strong>\u3001<strong>Spot \u5be6\u4f8b<\/strong> \u548c <strong>\u7bc0\u7701\u8a08\u5283<\/strong> \u7b49\u5de5\u5177\uff0c\u4f01\u696d\u53ef\u4ee5\u5728\u78ba\u4fdd\u6027\u80fd\u7684\u540c\u6642\uff0c\u5be6\u73fe\u6210\u672c\u512a\u5316\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u9700\u8981\u9032\u4e00\u6b65\u4e86\u89e3\u5982\u4f55\u512a\u5316 <strong>AWS SageMaker \u7684\u8cbb\u7528<\/strong>\uff0c\u4e26\u5c07\u96f2\u7aef\u8cc7\u6e90\u914d\u7f6e\u5230\u6700\u4f73\u72c0\u614b\uff0c<strong>\u52e4\u82f1\u79d1\u6280<\/strong>\u53ef\u4ee5\u63d0\u4f9b\u5c08\u696d\u7684\u96f2\u7aef\u6210\u672c\u512a\u5316\u670d\u52d9\uff0c\u5e6b\u52a9\u4f60\u5be6\u73fe\u6700\u5927\u5316\u7684\u8cc7\u6e90\u5229\u7528\u548c\u8cbb\u7528\u7bc0\u7701\u3002<\/p>\n\n\n\n<p>\u7acb\u5373\u806f\u7e6b<strong><a href=\"https:\/\/www.elite.cloud\/zh\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u52e4\u82f1\u79d1\u6280<\/a><\/strong>\uff0c\u8b93\u6211\u5011\u5e6b\u52a9\u4f60\u512a\u5316\u96f2\u7aef\u6210\u672c\uff0c\u5be6\u73fe\u9ad8\u6548\u3001\u53ef\u6301\u7e8c\u7684\u6a5f\u5668\u5b78\u7fd2\u89e3\u6c7a\u65b9\u6848\uff01<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.elite.cloud\/zh\/contact-us\/\">\u806f\u7e6b\u6211\u5011<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u4e86\u89e3\u5982\u4f55\u6709\u6548\u63a7\u5236\u96f2\u7aef\u6210\u672c\uff1f\u514d\u8cbb\u4f7f\u7528 Amazon SageMaker\uff0c\u4e26\u901a\u904e\u7bc0\u7701\u8a08\u5283\u3001\u6309\u9700\u5b9a\u50f9\u548cSpot \u5be6\u4f8b\u9032\u884c\u6210\u672c\u7ba1\u7406\uff0c\u5e6b\u52a9\u4f60\u5728\u6a5f\u5668\u5b78\u7fd2\u548c\u96f2\u7aef\u670d\u52d9\u4e2d\u5be6\u73fe\u6700\u5927\u5316\u7684\u7bc0\u8cbb\u548c\u6210\u672c\u512a\u5316\u3002<\/p>\n","protected":false},"author":5,"featured_media":3500,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[183,28],"tags":[29,73,40],"class_list":{"0":"post-3411","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-ai","8":"category-28","9":"tag-aws","11":"tag-40"},"aioseo_notices":[],"aioseo":{"title":"#post_title","description":"\u60f3\u4e86\u89e3\u5982\u4f55\u6709\u6548\u63a7\u5236\u96f2\u7aef\u6210\u672c\uff1f\u514d\u8cbb\u4f7f\u7528 Amazon SageMaker\uff0c\u4e26\u901a\u904e\u7bc0\u7701\u8a08\u5283\u3001\u6309\u9700\u5b9a\u50f9\u548cSpot \u5be6\u4f8b\u9032\u884c\u6210\u672c\u7ba1\u7406\uff0c\u5e6b\u52a9\u4f60\u5728\u6a5f\u5668\u5b78\u7fd2\u548c\u96f2\u7aef\u670d\u52d9\u4e2d\u5be6\u73fe\u6700\u5927\u5316\u7684\u7bc0\u8cbb\u548c\u6210\u672c\u512a\u5316\u3002","focus_keyphrase":"","og_title":null,"og_description":null},"aioseo_head":"\n\t\t<!-- All in One SEO Pro 4.9.7.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u60f3\u4e86\u89e3\u5982\u4f55\u6709\u6548\u63a7\u5236\u96f2\u7aef\u6210\u672c\uff1f\u514d\u8cbb\u4f7f\u7528 Amazon SageMaker\uff0c\u4e26\u901a\u904e\u7bc0\u7701\u8a08\u5283\u3001\u6309\u9700\u5b9a\u50f9\u548cSpot \u5be6\u4f8b\u9032\u884c\u6210\u672c\u7ba1\u7406\uff0c\u5e6b\u52a9\u4f60\u5728\u6a5f\u5668\u5b78\u7fd2\u548c\u96f2\u7aef\u670d\u52d9\u4e2d\u5be6\u73fe\u6700\u5927\u5316\u7684\u7bc0\u8cbb\u548c\u6210\u672c\u512a\u5316\u3002\" \/>\n\t<meta name=\"robots\" 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