{"id":8389,"date":"2026-06-09T14:05:02","date_gmt":"2026-06-09T06:05:02","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8389"},"modified":"2026-06-09T14:05:02","modified_gmt":"2026-06-09T06:05:02","slug":"%e4%ba%9a%e9%a9%ac%e9%80%8a%e6%8e%a8%e5%87%ba-sagemaker-neo-for-trainium2-%e6%a8%a1%e5%9e%8b%e7%bc%96%e8%af%91%ef%bc%8c%e5%8a%a0%e9%80%9f-ai-%e6%8e%a8%e7%90%86%e6%80%a7%e8%83%bd","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8389","title":{"rendered":"\u4e9a\u9a6c\u900a\u63a8\u51fa SageMaker Neo for Trainium2 \u6a21\u578b\u7f16\u8bd1\uff0c\u52a0\u901f AI \u63a8\u7406\u6027\u80fd"},"content":{"rendered":"<p>\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd1\u65e5\u6b63\u5f0f\u53d1\u5e03 <strong>Amazon SageMaker Neo for Trainium2 Model Compilation<\/strong>\uff0c\u8fd9\u662f\u4e00\u9879\u4e13\u95e8\u9488\u5bf9 AWS Trainium2 \u82af\u7247\u4f18\u5316\u7684\u6a21\u578b\u7f16\u8bd1\u5de5\u5177\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u4e91\u4e0a\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u6df1\u5ea6\u5b66\u4e60\u63a8\u7406\u3002\u8be5\u5de5\u5177\u4f5c\u4e3a SageMaker Neo \u670d\u52a1\u7684\u4e00\u90e8\u5206\uff0c\u80fd\u591f\u81ea\u52a8\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u7f16\u8bd1\u4e3a\u9488\u5bf9 Trainium2 \u786c\u4ef6\u4f18\u5316\u7684\u4e8c\u8fdb\u5236\u4ee3\u7801\uff0c\u663e\u8457\u63d0\u5347\u63a8\u7406\u901f\u5ea6\u548c\u8d44\u6e90\u5229\u7528\u7387\u3002<\/p>\n<h2>\u4ec0\u4e48\u662f SageMaker Neo for Trainium2\uff1f<\/h2>\n<p>SageMaker Neo \u662f\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u63d0\u4f9b\u7684\u6a21\u578b\u7f16\u8bd1\u4e0e\u4f18\u5316\u670d\u52a1\uff0c\u652f\u6301\u5c06 TensorFlow\u3001PyTorch \u7b49\u6846\u67b6\u8bad\u7ec3\u7684\u6a21\u578b\u8f6c\u6362\u4e3a\u9488\u5bf9\u7279\u5b9a\u786c\u4ef6\uff08\u5982 CPU\u3001GPU\u3001Inferentia\u3001Trainium\uff09\u4f18\u5316\u7684\u53ef\u6267\u884c\u6587\u4ef6\u3002\u6700\u65b0\u7248\u672c\u65b0\u589e\u4e86\u5bf9 Trainium2 \u82af\u7247\u7684\u7f16\u8bd1\u652f\u6301\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u65e0\u9700\u624b\u52a8\u8c03\u4f18\u5373\u53ef\u83b7\u5f97\u63a5\u8fd1\u786c\u4ef6\u6781\u9650\u7684\u63a8\u7406\u6027\u80fd\u3002<\/p>\n<h2>\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n<h3>\u81ea\u52a8\u786c\u4ef6\u611f\u77e5\u7f16\u8bd1<\/h3>\n<p>Neo \u7f16\u8bd1\u5668\u81ea\u52a8\u5206\u6790\u6a21\u578b\u8ba1\u7b97\u56fe\uff0c\u9488\u5bf9 Trainium2 \u7684\u795e\u7ecf\u5143\u6838\u5fc3\u67b6\u6784\u8fdb\u884c\u7b97\u5b50\u878d\u5408\u3001\u5185\u5b58\u5e03\u5c40\u4f18\u5316\u548c\u6307\u4ee4\u8c03\u5ea6\uff0c\u7f16\u8bd1\u540e\u6a21\u578b\u63a8\u7406\u5ef6\u8fdf\u964d\u4f4e\u6700\u9ad8 40%\u3002<\/p>\n<h3>\u96f6\u4ee3\u7801\u96c6\u6210<\/h3>\n<p>\u7528\u6237\u53ea\u9700\u5728 SageMaker \u8bad\u7ec3\u6216\u63a8\u7406\u6d41\u7a0b\u4e2d\u6307\u5b9a &#8216;target_device&#8217; \u4e3a &#8216;trainium2&#8217;\uff0cNeo \u5373\u53ef\u5728\u540e\u53f0\u5b8c\u6210\u7f16\u8bd1\uff0c\u65e0\u9700\u4fee\u6539\u6a21\u578b\u4ee3\u7801\u6216\u5b66\u4e60\u5e95\u5c42\u786c\u4ef6\u7ec6\u8282\u3002<\/p>\n<h3>\u89c4\u6a21\u90e8\u7f72\u652f\u6301<\/h3>\n<p>\u7f16\u8bd1\u540e\u7684\u6a21\u578b\u53ef\u76f4\u63a5\u90e8\u7f72\u5230 Amazon SageMaker \u63a8\u7406\u7aef\u70b9\uff0c\u652f\u6301\u81ea\u52a8\u6269\u7f29\u5bb9\uff0c\u4e0e CloudWatch \u76d1\u63a7\u3001IAM \u6743\u9650\u7ba1\u7406\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ul>\n<li><strong>\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u7406<\/strong>\uff1a\u9488\u5bf9 Transformer \u67b6\u6784\u7684\u6ce8\u610f\u529b\u673a\u5236\u8fdb\u884c\u4e13\u9879\u4f18\u5316\uff0c\u9002\u5408 GPT\u3001LLaMA \u7b49\u6a21\u578b\u7684\u4f4e\u5ef6\u8fdf\u90e8\u7f72\u3002<\/li>\n<li><strong>\u8ba1\u7b97\u673a\u89c6\u89c9<\/strong>\uff1a\u4f18\u5316\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff0c\u9002\u7528\u4e8e\u56fe\u50cf\u5206\u7c7b\u3001\u76ee\u6807\u68c0\u6d4b\u7b49\u5b9e\u65f6\u63a8\u7406\u573a\u666f\u3002<\/li>\n<li><strong>\u63a8\u8350\u7cfb\u7edf<\/strong>\uff1a\u901a\u8fc7\u6a21\u578b\u526a\u679d\u4e0e\u91cf\u5316\u7f16\u8bd1\uff0c\u5728\u4fdd\u6301\u7cbe\u5ea6\u7684\u540c\u65f6\u964d\u4f4e\u63a8\u7406\u6210\u672c\u3002<\/li>\n<\/ul>\n<h2>\u5982\u4f55\u4f7f\u7528<\/h2>\n<p>\u4f7f\u7528\u6b65\u9aa4\u7b80\u5355\uff1a\u9996\u5148\u5728 SageMaker \u4e2d\u8bad\u7ec3\u6216\u5bfc\u5165\u6a21\u578b\uff0c\u7136\u540e\u8c03\u7528 Neo \u7f16\u8bd1 API \u5e76\u6307\u5b9a\u76ee\u6807\u8bbe\u5907\u4e3a &#8216;ml.trn2&#8217;\uff0c\u6700\u540e\u5c06\u7f16\u8bd1\u540e\u7684\u5de5\u4ef6\u90e8\u7f72\u4e3a\u63a8\u7406\u7aef\u70b9\u3002\u5177\u4f53\u64cd\u4f5c\u53ef\u53c2\u8003\u5b98\u65b9\u6587\u6863\u3002\u5982\u9700\u4e86\u89e3\u66f4\u591a\u4fe1\u606f\uff0c\u8bf7\u8bbf\u95ee\uff1a<a href=\"https:\/\/aws.amazon.com\/sagemaker\/neo\/\" target=\"_blank\">Amazon SageMaker Neo \u5b98\u65b9\u7f51\u7ad9<\/a><\/p>\n<p>\u8fd9\u4e00\u5de5\u5177\u7684\u63a8\u51fa\u6807\u5fd7\u7740 AWS \u5728 AI \u63a8\u7406\u786c\u4ef6\u4e0e\u8f6f\u4ef6\u534f\u540c\u4f18\u5316\u4e0a\u8fc8\u51fa\u5173\u952e\u4e00\u6b65\uff0c\u4e3a\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u66f4\u5177\u6027\u4ef7\u6bd4\u7684\u4e91\u7aef\u63a8\u7406\u65b9\u6848\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e9a\u9a6c\u900a\u4e91\u79d1\u6280\u8fd1\u65e5\u6b63\u5f0f\u53d1\u5e03 Amazon SageMaker Neo for Trainium2 Model C [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[10455,10449,10453,10451,10457],"class_list":["post-8389","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai-","tag-amazon-sagemaker-neo","tag-aws-","tag-trainium2-","tag-10457"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8389"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8389\/revisions"}],"predecessor-version":[{"id":8391,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8389\/revisions\/8391"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8389"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8389"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}