{"id":91621,"date":"2024-12-06T09:15:47","date_gmt":"2024-12-06T01:15:47","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=91621"},"modified":"2024-12-06T09:15:48","modified_gmt":"2024-12-06T01:15:48","slug":"aws%e5%ae%a3%e5%b8%83aws-trainium2%e5%9f%b7%e8%a1%8c%e5%80%8b%e9%ab%94%e6%ad%a3%e5%bc%8f%e5%8f%af%e7%94%a8","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=91621","title":{"rendered":"AWS\u5ba3\u5e03AWS Trainium2\u57f7\u884c\u500b\u9ad4\u6b63\u5f0f\u53ef\u7528"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u5168\u65b0Amazon EC2 Trn2\u57f7\u884c\u500b\u9ad4\u63a1\u7528AWS\u6700\u65b0\u7684Trainium2 AI\u6676\u7247\uff0c\u6027\u50f9\u6bd4\u8f03\u76ee\u524d\u57fa\u65bcGPU\u7684EC2\u57f7\u884c\u500b\u9ad4\u63d0\u534730-40%<br>\u5168\u65b0Amazon EC2 Trn2 UltraServers\u63a1\u7528NeuronLink\u8d85\u9ad8\u901f\u4e92\u9023\u6280\u8853\uff0c\u5c07\u56db\u500bTrn2\u4f3a\u670d\u5668\u9023\u63a5\u6210\u4e00\u500b\u5927\u578b\u4f3a\u670d\u5668\uff0c\u80fd\u5920\u5728AWS\u4e0a\u70ba\u8d85\u5927\u898f\u6a21\u6a21\u578b\u63d0\u4f9b\u8d85\u9ad8\u901f\u7684\u8a13\u7df4\u548c\u63a8\u8ad6<\/h3>\n\n\n\n<p>\u4e9e\u99ac\u905c\uff08Amazon\uff09\u65d7\u4e0bAmazon Web Services\uff08AWS\uff09\u5728 2024 \u5e74 re:Invent \u5168\u7403\u5927\u6703\u4e0a\uff0c\u5ba3\u5e03\u57fa\u65bc AWS Trainium2 \u7684 Amazon Elastic Compute Cloud\uff08Amazon EC2\uff09Trn2 \u57f7\u884c\u500b\u9ad4\u6b63\u5f0f\u53ef\u7528\uff0c\u4e26\u63a8\u51fa\u5168\u65b0\u7684 Amazon EC2\u00a0Trn2 UltraServers\uff0c\u8b93\u7528\u6236\u4ee5\u5353\u8d8a\u7684\u6027\u50f9\u6bd4\u8a13\u7df4\u548c\u90e8\u7f72\u6700\u65b0\u7684\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u6a21\u578b\uff0c\u4ee5\u53ca\u672a\u4f86\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u57fa\u790e\u6a21\u578b\uff08FM\uff09\u3002\u6b64\u5916\uff0cAWS \u9084\u63ed\u9732\u4e86\u65b0\u4e00\u4ee3 AWS\u00a0Trainium3 \u6676\u7247\u7684\u8a08\u756b\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"865\" height=\"585\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws01.png\" alt=\"\" class=\"wp-image-91630\" style=\"width:594px;height:auto\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws01.png 865w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws01-300x203.png 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws01-768x519.png 768w\" sizes=\"(max-width: 865px) 100vw, 865px\" \/><figcaption class=\"wp-element-caption\">\u25b2AWS Trainium2\u6676\u7247<\/figcaption><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8207\u76ee\u524d\u57fa\u65bc GPU \u7684 EC2 P5e \u548c P5en \u57f7\u884c\u500b\u9ad4\u76f8\u6bd4\uff0cAmazon EC2\u00a0Trn2 \u57f7\u884c\u500b\u9ad4\u7684\u6027\u50f9\u6bd4\u63d0\u5347 30-40%\u3002\u5b83\u914d\u5099 16 \u500b Trainium2 \u6676\u7247\uff0c\u53ef\u63d0\u4f9b\u9ad8\u9054 20.8 Petaflops \u6d6e\u9ede\u904b\u7b97\u529b\u7684\u6548\u80fd\uff0c\u975e\u5e38\u9069\u5408\u8a13\u7df4\u548c\u90e8\u7f72\u5177\u6709\u6578\u5341\u5104\u53c3\u6578\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u3002<\/li>\n\n\n\n<li>\u5168\u65b0\u63a8\u51fa\u7684 Amazon EC2 Trn2 UltraServers \u4f3a\u670d\u5668\u6a5f\u578b\u914d\u5099 64 \u500b\u76f8\u4e92\u9023\u63a5\u7684 Trainium2 \u6676\u7247\uff0c\u63a1\u7528 NeuronLink \u8d85\u9ad8\u901f\u4e92\u9023\u6280\u8853\uff0c\u53ef\u63d0\u4f9b\u9ad8\u9054 83.2 Petaflops \u6d6e\u9ede\u904b\u7b97\u529b\uff0c\u5176\u904b\u7b97\u3001\u8a18\u61b6\u9ad4\u548c\u7db2\u8def\u80fd\u529b\u662f\u55ae\u4e00\u57f7\u884c\u500b\u9ad4\u7684\u56db\u500d\uff0c\u80fd\u5920\u652f\u63f4\u8a13\u7df4\u548c\u90e8\u7f72\u8d85\u5927\u898f\u6a21\u7684\u6a21\u578b\u3002<\/li>\n\n\n\n<li>AWS \u651c\u624b Anthropic \u6b63\u6253\u9020\u540d\u70ba Project Rainier \u7684 EC2 UltraCluster\uff0c\u4f7f\u7528\u6578\u5341\u842c\u9846 Trainium2 \u6676\u7247\uff0c\u6240\u9054\u5230\u7684\u8d85\u7d1a\u904b\u7b97\u529b\u6bd4\u4ed6\u5011\u76ee\u524d\u4e00\u4ee3\u9818\u5148 AI \u6a21\u578b\u8a13\u7df4\u6240\u9700\u904b\u7b97\u529b\u9ad8\u51fa\u4e94\u500d\u4ee5\u4e0a\u3002<\/li>\n\n\n\n<li>AWS \u63ed\u9732\u4e86\u65b0\u4e00\u4ee3 AI \u6676\u7247 Trainium3 \u7684\u8a08\u756b\uff0c\u5e6b\u52a9\u5ba2\u6236\u66f4\u5feb\u901f\u5730\u5efa\u69cb\u66f4\u5927\u898f\u6a21\u7684\u6a21\u578b\uff0c\u4e26\u5728\u90e8\u7f72\u6642\u63d0\u4f9b\u66f4\u597d\u7684\u5373\u6642\u6548\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>AWS \u904b\u7b97\u8207\u7db2\u8def\u670d\u52d9\u526f\u7e3d\u88c1 David Brown \u8868\u793a\uff1a\u300cAWS Trainium2 \u662f\u5c08\u70ba\u652f\u63f4\u5927\u578b\u3001\u524d\u6cbf\u7684\u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u800c\u8a2d\u8a08\u7684\uff0c\u80fd\u5920\u6eff\u8db3\u8a13\u7df4\u548c\u63a8\u8ad6\u7684\u9700\u6c42\uff0c\u4e26\u5728 AWS \u4e0a\u63d0\u4f9b\u5353\u8d8a\u7684\u6027\u50f9\u6bd4\u3002\u96a8\u8457\u6a21\u578b\u53c3\u6578\u63a5\u8fd1\u842c\u5104\uff0c\u6211\u5011\u610f\u8b58\u5230\u5ba2\u6236\u9700\u8981\u4e00\u7a2e\u5275\u65b0\u7684\u65b9\u6cd5\u4f86\u9ad8\u6548\u8a13\u7df4\u548c\u904b\u884c\u898f\u6a21\u9f90\u5927\u7684\u5de5\u4f5c\u8ca0\u8f09\u3002\u5728 AWS \u4e0a\uff0c\u5168\u65b0\u7684 Amazon EC2 Trn2 UltraServers \u63d0\u4f9b\u8d85\u5feb\u901f\u7684\u8a13\u7df4\u548c\u63a8\u8ad6\u6548\u80fd\uff0c\u5e6b\u52a9\u5404\u985e\u4f01\u696d\u4ee5\u66f4\u5feb\u7684\u901f\u5ea6\u548c\u66f4\u4f4e\u7684\u6210\u672c\u8a13\u7df4\u548c\u90e8\u7f72\u4e16\u754c\u4e0a\u6700\u5927\u7684\u6a21\u578b\u3002\u300d<\/p>\n\n\n\n<p>\u96a8\u8457\u6a21\u578b\u898f\u6a21\u7684\u4e0d\u65b7\u64f4\u5927\uff0c\u5ba2\u6236\u5e0c\u671b\u7e2e\u77ed\u8a13\u7df4\u6642\u9593\u548c\u63a8\u8ad6\u5ef6\u9072\uff0c\u9019\u5c0d\u904b\u7b97\u548c\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002AWS \u5df2\u63d0\u4f9b\u5ee3\u6cdb\u7684 Amazon EC2 \u52a0\u901f\u57f7\u884c\u500b\u9ad4\u9078\u64c7\uff0c\u5305\u62ec\u57fa\u65bc GPU \u548c\u6a5f\u5668\u5b78\u7fd2\u6676\u7247\u7684\u57f7\u884c\u500b\u9ad4\u3002\u7136\u800c\uff0c\u5373\u4f7f\u662f\u76ee\u524d\u6700\u5feb\u7684\u52a0\u901f\u57f7\u884c\u500b\u9ad4\uff0c\u5ba2\u6236\u4ecd\u5e0c\u671b\u5be6\u73fe\u66f4\u9ad8\u7684\u6548\u80fd\u548c\u66f4\u5927\u7684\u53ef\u64f4\u5c55\u6027\uff0c\u4ee5\u66f4\u4f4e\u7684\u6210\u672c\u66f4\u5feb\u5730\u8a13\u7df4\u9019\u4e9b\u65e5\u76ca\u8907\u96dc\u7684\u6a21\u578b\u3002\u96a8\u8457\u6a21\u578b\u8907\u96dc\u6027\u548c\u8cc7\u6599\u91cf\u7684\u589e\u52a0\uff0c\u56e0\u70ba\u5e73\u884c\u8655\u7406\u7684\u9650\u5236\uff0c\u55ae\u7d14\u64f4\u5927\u53e2\u96c6\u898f\u6a21\u5df2\u7121\u6cd5\u6709\u6548\u7e2e\u77ed\u8a13\u7df4\u6642\u9593\u3002\u540c\u6642\uff0c\u5373\u6642\u63a8\u8ad6\u7684\u9700\u6c42\u4e5f\u8d85\u51fa\u4e86\u55ae\u57f7\u884c\u500b\u9ad4\u67b6\u69cb\u7684\u8ca0\u8f09\u80fd\u529b\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"339\" height=\"339\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws02.jpg\" alt=\"\" class=\"wp-image-91631\" style=\"width:413px;height:auto\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws02.jpg 339w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws02-300x300.jpg 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws02-150x150.jpg 150w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws02-250x250.jpg 250w\" sizes=\"(max-width: 339px) 100vw, 339px\" \/><figcaption class=\"wp-element-caption\">\u25b2Amazon EC2 Trn2 UltraServers<\/figcaption><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Amazon EC2 Trn2<\/strong><strong>\u57f7\u884c\u500b\u9ad4\u70ba\u6df1\u5ea6\u5b78\u7fd2\u548c\u751f\u6210\u5f0f<\/strong><strong>AI<\/strong><strong>\u63d0\u4f9b\u5353\u8d8a\u6548\u80fd<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u8207\u76ee\u524d\u57fa\u65bc GPU \u7684 EC2 \u57f7\u884c\u500b\u9ad4\u76f8\u6bd4\uff0cAmazon EC2 Trn2 \u7684\u6027\u50f9\u6bd4\u63d0\u5347 30% \u81f3 40%\u3002\u55ae\u500b Trn2 \u57f7\u884c\u500b\u9ad4\u4f7f\u7528\u4e86 16 \u500b Trainium2\u00a0\u6676\u7247\uff0c\u900f\u904e NeuronLink \u8d85\u5feb\u901f\u9ad8\u983b\u5bec\u3001\u4f4e\u5ef6\u9072\u7684\u6676\u7247\u4e4b\u9593\u7684\u4e92\u9023\uff0c\u53ef\u63d0\u4f9b\u9ad8\u9054 20.8 Petaflops \u6d6e\u9ede\u904b\u7b97\u529b\uff0c\u975e\u5e38\u9069\u5408\u8a13\u7df4\u548c\u90e8\u7f72\u6578\u5341\u5104\u53c3\u6578\u7684\u6a21\u578b\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"765\" height=\"431\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws03.png\" alt=\"\" class=\"wp-image-91632\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws03.png 765w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2024\/12\/20241206-aws03-300x169.png 300w\" sizes=\"(max-width: 765px) 100vw, 765px\" \/><figcaption class=\"wp-element-caption\">\u25b2Amazon EC2 Trn2\u57f7\u884c\u500b\u9ad4\u4f3a\u670d\u5668\u6a21\u7d44<\/figcaption><\/figure><\/div>\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Amazon EC2 Trn2 UltraServers<\/strong><strong>\u6eff\u8db3\u5168\u7403\u8d85\u5927\u578b\u6a21\u578b\u65e5\u76ca\u589e\u9577\u7684<\/strong><strong>AI<\/strong><strong>\u904b\u7b97\u9700\u6c42<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>\u5c0d\u65bc\u9700\u8981\u66f4\u5f37\u904b\u7b97\u529b\u7684\u8d85\u5927\u578b\u6a21\u578b\uff0cAmazon EC2 Trn2 UltraServers \u4f7f\u5ba2\u6236\u80fd\u5920\u7a81\u7834\u55ae\u500b Trn2 \u57f7\u884c\u500b\u9ad4\u7684\u9650\u5236\u9032\u884c\u64f4\u5c55\uff0c\u9032\u800c\u6e1b\u5c11\u8a13\u7df4\u6642\u9593\uff0c\u52a0\u5feb\u7522\u54c1\u4e0a\u5e02\u7684\u901f\u5ea6\uff0c\u5be6\u73fe\u5feb\u901f\u53cd\u8986\u904b\u7b97\u4ee5\u63d0\u9ad8\u6a21\u578b\u6e96\u78ba\u6027\u3002\u4f5c\u70ba\u5168\u65b0\u7684 EC2 \u7522\u54c1\uff0cTrn2 UltraServers \u5229\u7528 NeuronLink \u8d85\u9ad8\u901f\u4e92\u9023\u5c07\u56db\u500b Trn2 \u4f3a\u670d\u5668\u9023\u63a5\u70ba\u4e00\u500b\u5de8\u578b\u4f3a\u670d\u5668\u3002\u5ba2\u6236\u900f\u904e\u5168\u65b0 Trn2 UltraServers\uff0c\u53ef\u4ee5\u5728 64 \u500b Trainium2 \u6676\u7247\u4e0a\u64f4\u5c55\u4ed6\u5011\u7684\u751f\u6210\u5f0f AI \u5de5\u4f5c\u8ca0\u8f09\u3002\u5728\u63a8\u8ad6\u5de5\u4f5c\u8ca0\u8f09\u65b9\u9762\uff0c\u5ba2\u6236\u53ef\u4ee5\u4f7f\u7528 Trn2 UltraServers \u63d0\u5347\u751f\u7522\u74b0\u5883\u4e2d\u842c\u5104\u53c3\u6578\u6a21\u578b\u7684\u5373\u6642\u63a8\u8ad6\u6548\u80fd\u3002AWS \u6b63\u5728\u8207 Anthropic \u5171\u540c\u5efa\u69cb\u4e00\u500b\u540d\u70ba Project Rainier \u7684 EC2 UltraCluster \u904b\u7b97\u53e2\u96c6\uff0c\u8a72\u53e2\u96c6\u7531 Trn2 UltraServers \u7d44\u6210\uff0c\u80fd\u5920\u5728\u6578\u5341\u842c\u500b Trainium2 \u6676\u7247\u4e4b\u9593\u900f\u904e\u7b2c\u4e09\u4ee3\u4f4e\u5ef6\u9072\u7684 PB \u7d1a EFA \u7db2\u8def\u9032\u884c\u5206\u6563\u5f0f\u6a21\u578b\u8a13\u7df4\uff0c\u5176\u904b\u7b97\u80fd\u529b\u6bd4 Anthropic \u76ee\u524d\u4e00\u4ee3\u9818\u5148 AI \u6a21\u578b\u8a13\u7df4\u6240\u9700\u904b\u7b97\u529b\u9ad8\u51fa 5 \u500d\u4ee5\u4e0a\u3002\u8a72\u5c08\u6848\u5b8c\u6210\u5f8c\uff0c\u9810\u8a08\u5c07\u6210\u70ba\u5168\u7403\u6700\u5927\u53ef\u7528\u7684 AI \u904b\u7b97\u53e2\u96c6\uff0c\u4f9b Anthropic \u5efa\u69cb\u548c\u90e8\u7f72\u672a\u4f86\u6a21\u578b\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>Anthropic \u5c08\u6ce8\u65bc AI \u5b89\u5168\u548c\u7814\u7a76\uff0c\u81f4\u529b\u65bc\u6253\u9020\u53ef\u9760\u3001\u53ef\u5224\u65b7\u548c\u53ef\u63a7\u7684 AI \u7cfb\u7d71\u3002Anthropic \u7684\u65d7\u8266\u7522\u54c1 Claude \u662f\u5168\u7403\u6578\u767e\u842c\u4f7f\u7528\u8005\u4fe1\u8cf4\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u3002\u4f5c\u70ba Anthropic \u8207 AWS \u6df1\u5316\u5408\u4f5c\u7684\u4e00\u90e8\u5206\uff0cAnthropic \u5df2\u958b\u59cb\u512a\u5316 Claude \u6a21\u578b\uff0c\u4ee5\u5728\u4e9e\u99ac\u905c\u6700\u5148\u9032\u7684 AI \u786c\u9ad4 Trainium2 \u4e0a\u904b\u884c\u3002Anthropic \u5c07\u4f7f\u7528\u6578\u5341\u842c\u500b Trainium2 \u6676\u7247\uff0c\u8a72\u898f\u6a21\u662f\u5176\u4e4b\u524d\u53e2\u96c6\u7684\u4e94\u500d\u4ee5\u4e0a\uff0c\u70ba\u5728 Amazon Bedrock \u4e0a\u4f7f\u7528 Claude \u7684\u5ba2\u6236\u63d0\u4f9b\u5353\u8d8a\u7684\u6548\u80fd\u8868\u73fe\u3002<\/p>\n\n\n\n<p>Databricks Mosaic AI \u4f7f\u4f01\u696d\u80fd\u5920\u5efa\u69cb\u548c\u90e8\u7f72\u9ad8\u54c1\u8cea\u7684\u4ee3\u7406\u7cfb\u7d71\u3002\u8a72\u7cfb\u7d71\u57fa\u65bc\u8cc7\u6599\u6e56\u539f\u751f\u67b6\u69cb\uff0c\u7528\u6236\u53ef\u4ee5\u8f15\u9b06\u3001\u5b89\u5168\u5730\u4f7f\u7528\u4f01\u696d\u8cc7\u6599\u5ba2\u88fd\u5316\u6a21\u578b\uff0c\u5f9e\u800c\u63d0\u4f9b\u66f4\u6e96\u78ba\u548c\u7279\u5b9a\u9818\u57df\u7684\u8f38\u51fa\u3002\u53d7\u76ca\u65bc Trainium \u7684\u9ad8\u6548\u80fd\u548c\u6210\u672c\u6548\u76ca\uff0c\u5ba2\u6236\u80fd\u5920\u4ee5\u8f03\u4f4e\u7684\u6210\u672c\u5728 Mosaic AI \u4e0a\u64f4\u5c55\u6a21\u578b\u8a13\u7df4\u3002\u96a8\u8457\u5168\u7403\u5ba2\u6236\u5c0d Mosaic AI \u9700\u6c42\u7684\u4e0d\u65b7\u589e\u9577\uff0cTrainium2 \u7684\u63a8\u51fa\u5c07\u70ba Databricks \u53ca\u5176\u5ba2\u6236\u5e36\u4f86\u5f37\u5927\u512a\u52e2\u3002\u4f5c\u70ba\u5168\u7403\u6700\u5927\u7684\u8cc7\u6599\u548c AI \u516c\u53f8\u4e4b\u4e00\uff0cDatabricks \u8a08\u756b\u4f7f\u7528 Trainium2 \u70ba\u5ba2\u6236\u63d0\u4f9b\u66f4\u597d\u7684\u6548\u80fd\uff0c\u4e26\u5c07\u7e3d\u9ad4\u64c1\u6709\u6210\u672c\uff08TCO\uff09\u964d\u4f4e\u591a\u9054 30%\u3002<\/p>\n\n\n\n<p>Hugging Face \u662f\u5168\u7403\u9818\u5148\u7684AI\u958b\u767c\u8005\u958b\u6e90\u5e73\u53f0\uff0c\u64c1\u6709\u8d85\u904e 200 \u842c\u500b\u6a21\u578b\u3001\u8cc7\u6599\u96c6\u548c AI \u61c9\u7528\u7a0b\u5f0f\uff0c\u5176\u7528\u6236\u793e\u7fa4\u6db5\u84cb\u4e86\u8d85\u904e 500 \u842c\u540d\u7814\u7a76\u4eba\u54e1\u3001\u8cc7\u6599\u79d1\u5b78\u5bb6\u3001\u6a5f\u5668\u5b78\u7fd2\u5de5\u7a0b\u5e2b\u548c\u8edf\u9ad4\u958b\u767c\u4eba\u54e1\u3002\u5728\u904e\u53bb\u5e7e\u5e74\u4e2d\uff0cHugging Face \u8207 AWS \u5408\u4f5c\uff0c\u5e6b\u52a9\u958b\u767c\u4eba\u54e1\u900f\u904e Optimum Neuron \u958b\u6e90\u5eab\u9ad4\u9a57 AWS Inferentia \u548c AWS Trainium \u7684\u6548\u80fd\u8207\u6210\u672c\u512a\u52e2\u3002\u8a72\u958b\u6e90\u5eab\u5df2\u6574\u5408\u5230 Hugging Face Inference Endpoints \u4e2d\uff0c\u4e26\u5728\u65b0\u7684 HUGS \u81ea\u884c\u90e8\u7f72\u670d\u52d9\u4e2d\u9032\u884c\u4e86\u512a\u5316\uff0c\u7528\u6236\u53ef\u4ee5\u5728 AWS Marketplace \u4f7f\u7528\u3002\u96a8\u8457 Trainium2 \u7684\u767c\u5e03\uff0cHugging Face \u7528\u6236\u5c07\u4eab\u53d7\u66f4\u9ad8\u7684\u6548\u80fd\uff0c\u9032\u800c\u66f4\u5feb\u5730\u958b\u767c\u548c\u90e8\u7f72\u6a21\u578b\u3002<\/p>\n\n\n\n<p>poolside \u81f4\u529b\u65bc\u5efa\u69cb\u4e00\u500b\u7531 AI \u9a45\u52d5\u7684\u4e16\u754c\uff0c\u4ee5\u63a8\u52d5\u6709\u7d93\u6fdf\u50f9\u503c\u7684\u5de5\u4f5c\u548c\u79d1\u5b78\u9032\u6b65\u3002\u4ed6\u5011\u76f8\u4fe1\uff0c\u8edf\u9ad4\u767c\u5c55\u5c07\u6210\u70ba\u795e\u7d93\u7db2\u8def\u4e2d\u7b2c\u4e00\u500b\u9054\u5230\u4eba\u985e\u667a\u6167\u6c34\u6e96\u7684\u91cd\u8981\u80fd\u529b\u3002\u70ba\u6b64\uff0cpoolside \u6b63\u5728\u6253\u9020\u57fa\u790e\u6a21\u578b\u3001API \u548c\u52a9\u7406\u61c9\u7528\uff0c\u4ee5\u5c07\u751f\u6210\u5f0f AI \u7684\u512a\u52e2\u5e36\u7d66\u958b\u767c\u8005\u3002\u800c\u5be6\u73fe\u9019\u4e00\u76ee\u6a19\u7684\u95dc\u9375\u5728\u65bc\u4ed6\u5011\u5efa\u69cb\u548c\u904b\u884c\u7522\u54c1\u6240\u7528\u7684\u57fa\u790e\u8a2d\u65bd\u3002\u501f\u52a9 AWS Trainium2\uff0cpoolside \u7684\u5ba2\u6236\u5c07\u7372\u5f97\u512a\u65bc\u5176\u4ed6 AI \u52a0\u901f\u5668\u7684\u6027\u50f9\u6bd4\u4f86\u64f4\u5c55\u670d\u52d9\u3002\u6b64\u5916\uff0cpoolside \u8a08\u756b\u4f7f\u7528 Amazon EC2 Trainium2 UltraServers\u8a13\u7df4\u672a\u4f86\u7684\u6a21\u578b\uff0c\u9019\u5c07\u6bd4\u4f7f\u7528 Amazon EC2 P5 \u57f7\u884c\u500b\u9ad4\u9810\u8a08\u53ef\u7bc0\u7701 40% \u7684\u6210\u672c\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AWS Trainium3\u6676\u7247\uff0c\u5c08\u70ba\u65b0\u4e00\u4ee3\u524d\u6cbf\u751f\u6210\u5f0fAI\u5de5\u4f5c\u8ca0\u8f09\u7684\u9ad8\u6548\u80fd\u9700\u6c42\u800c\u8a2d\u8a08<\/strong><\/h3>\n\n\n\n<p>AWS \u63ed\u9732\u4e86\u65b0\u4e00\u4ee3 AI \u8a13\u7df4\u6676\u7247 AWS Trainium3 \u7684\u8a08\u756b\u3002Trainium3 \u662f AWS \u9996\u6b3e\u63a1\u7528 3 \u5948\u7c73\u5de5\u85dd\u88fd\u9020\u7684\u6676\u7247\uff0c\u5728\u6548\u80fd\u3001\u80fd\u6548\u548c\u5bc6\u5ea6\u4e0a\u6a39\u7acb\u4e86\u65b0\u6a19\u6e96\u3002\u642d\u8f09 Trainium3 \u7684 UltraServers\u6548\u80fd\u9810\u8a08\u5c07\u662f Trn2 UltraServers \u7684\u56db\u500d\uff0c\u4f7f\u5ba2\u6236\u5728\u5efa\u69cb\u6a21\u578b\u6642\u80fd\u5920\u66f4\u5feb\u5730\u53cd\u8986\u904b\u7b97\uff0c\u4e26\u5728\u90e8\u7f72\u6642\u63d0\u4f9b\u5353\u8d8a\u7684\u5373\u6642\u6548\u80fd\u3002\u9996\u6279\u57fa\u65bc Trainium3 \u7684\u57f7\u884c\u500b\u9ad4\u9810\u8a08\u5c07\u5728 2025 \u5e74\u672b\u4e0a\u7dda\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AWS Neuron Software<\/strong><strong>\u52a9\u529b\u5ba2\u6236\u5145\u5206\u767c\u63ee<\/strong><strong>Trainium2<\/strong><strong>\u6548\u80fd<\/strong><strong><\/strong><\/h3>\n\n\n\n<p>AWS Neuron SDK \u5305\u62ec\u7de8\u8b6f\u5668\u3001\u57f7\u884c\u5eab\u548c\u5de5\u5177\uff0c\u5e6b\u52a9\u958b\u767c\u8005\u512a\u5316\u6a21\u578b\u4ee5\u5728 Trainium \u4e0a\u904b\u884c\u3002\u5b83\u8b93\u958b\u767c\u8005\u5177\u6709\u5728 Trainium \u6676\u7247\u4e0a\u512a\u5316\u6a21\u578b\u4ee5\u7372\u5f97\u6700\u4f73\u6548\u80fd\u7684\u80fd\u529b\u3002\u5b83\u8207 JAX \u548c PyTorch \u7b49\u71b1\u9580\u6846\u67b6\u539f\u751f\u6574\u5408\uff0c\u4f7f\u5ba2\u6236\u5728 Trainium \u4e0a\u4f7f\u7528\u73fe\u6709\u7a0b\u5f0f\u78bc\u548c\u5de5\u4f5c\u6d41\u7a0b\u6642\u53ea\u9700\u9032\u884c\u5c11\u91cf\u7a0b\u5f0f\u78bc\u4fee\u6539\u3002\u540c\u6642\uff0cNeuron \u652f\u63f4 Hugging Face \u6a21\u578b\u5eab\u4e2d\u8d85\u904e 10 \u842c\u500b\u6a21\u578b\u3002\u900f\u904e Neuron Kernel Interface\uff08NKI\uff09\uff0c\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u88f8\u6a5f\u7684 Trainium \u6676\u7247\uff0c\u7de8\u5beb\u904b\u7b97\u6838\u5fc3\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u63d0\u5347\u904b\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u8ca0\u8f09\u7684\u6548\u80fd\u3002<\/p>\n\n\n\n<p>AWS Neuron \u65e8\u5728\u7c21\u5316\u4f7f\u7528 JAX \u7b49\u71b1\u9580\u6846\u67b6\u5728 Trainium2 \u4e0a\u8a13\u7df4\u548c\u90e8\u7f72\u6a21\u578b\uff0c\u540c\u6642\u5118\u91cf\u6e1b\u5c11\u7a0b\u5f0f\u78bc\u66f4\u6539\u548c\u5c0d\u7279\u5b9a\u4f9b\u61c9\u5546\u89e3\u6c7a\u65b9\u6848\u7684\u4f9d\u8cf4\u3002Google \u652f\u63f4 AWS \u900f\u904e\u5176\u539f\u751f\u7684 OpenXLA \u6574\u5408\uff0c\u4f7f\u5ba2\u6236\u80fd\u5920\u4f7f\u7528 JAX \u9032\u884c\u5927\u898f\u6a21\u8a13\u7df4\u548c\u63a8\u8ad6\uff0c\u63d0\u4f9b\u7c21\u55ae\u9748\u6d3b\u7684\u7a0b\u5f0f\u78bc\u8def\u5f91\uff0c\u5e6b\u52a9\u4f7f\u7528\u8005\u5feb\u901f\u4e0a\u624b Trn2 \u57f7\u884c\u500b\u9ad4\u3002\u96a8\u8457\u696d\u754c\u5ee3\u6cdb\u7684\u958b\u6e90\u5408\u4f5c\uff0c\u4ee5\u53ca Trainium2 \u7684\u63a8\u51fa\uff0cGoogle \u9810\u8a08 JAX \u5728\u6a5f\u5668\u5b78\u7fd2\u793e\u7fa4\u7684\u61c9\u7528\u5c07\u986f\u8457\u589e\u52a0\uff0c\u9019\u5c07\u6210\u70ba\u6574\u500b\u6a5f\u5668\u5b78\u7fd2\u751f\u614b\u7cfb\u7d71\u7684\u91cd\u8981\u91cc\u7a0b\u7891\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\uff0cAmazon EC2 Trn2 \u57f7\u884c\u500b\u9ad4\u5728\u7f8e\u570b\u6771\u90e8\uff08\u4fc4\u4ea5\u4fc4\uff09\u5340\u57df\u5df2\u6b63\u5f0f\u53ef\u7528\uff0c\u5176\u4ed6\u5340\u57df\u4e5f\u5373\u5c07\u63a8\u51fa\u3002Amazon EC2 Trn2 UltraServers \u76ee\u524d\u53ef\u4f9b\u9810\u89bd\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3000\u3000\u3000\u3000<\/p>\n\n\n\n<h4 class=\"wp-block-heading has-text-align-right has-very-light-gray-to-cyan-bluish-gray-gradient-background has-background\">\ud83d\udfe6<strong><a href=\"https:\/\/reurl.cc\/aZN2x9\" data-type=\"link\" data-id=\"https:\/\/www.ioiotimes.com\/?p=85329\" target=\"_blank\" rel=\"noreferrer noopener\">\u770b\u5341\u9293\u6700\u5f37Gen 5 SSD-GE PRO\u4ecb\u7d39 \u6436\u62ff\u597d\u79ae<\/a><\/strong><br>\ud83d\udfe6<a href=\"https:\/\/www.facebook.com\/ioioTIMES\/posts\/pfbid029buCM3fyGZJb5JrVjLc27bCCSddHyeVkuPC2oeQsfVEMEhNKhp1w7Xi5dgt5sqhkl?__cft__[0]=AZWTPqRpTbJlCyQoycXqEnQmXe3a8W8ONMu0uyCCU9Q74YMMt9dUJ5GPJsVIXjQxineAsLFsUTHLVU4O5-XDO9GIbcYcfhYzRemMweiNrxg8uIYjy-wnOoYIfIKvBxyC_JmTJHQ9lKs9eU1CTcL820k678irXohIbYfww-Ki6uVZttFxE7PqpmItj8qZfm1NrCY&amp;__tn__=%2CO%2CP-R\" data-type=\"link\" data-id=\"https:\/\/www.facebook.com\/ioioTIMES\/posts\/pfbid029buCM3fyGZJb5JrVjLc27bCCSddHyeVkuPC2oeQsfVEMEhNKhp1w7Xi5dgt5sqhkl?__cft__[0]=AZWTPqRpTbJlCyQoycXqEnQmXe3a8W8ONMu0uyCCU9Q74YMMt9dUJ5GPJsVIXjQxineAsLFsUTHLVU4O5-XDO9GIbcYcfhYzRemMweiNrxg8uIYjy-wnOoYIfIKvBxyC_JmTJHQ9lKs9eU1CTcL820k678irXohIbYfww-Ki6uVZttFxE7PqpmItj8qZfm1NrCY&amp;__tn__=%2CO%2CP-R\" target=\"_blank\" rel=\"noreferrer noopener\">\u770bKingston XS1000R \u4ecb\u7d39 \u6436\u62ff\u540c\u6b3eSSD<\/a><br>\ud83d\udfe6\u73fe\u5728\u5c31\u52a0\u5165&nbsp;ioioTIMES \u81c9\u66f8\u7c89\u7d72\u5718&nbsp;\u66f4\u591a\u4e92\u52d5\u3001\u66f4\u591a\u597d\u5eb7\u650f\u62b5\u52a0!!<br>\ud83d\udfe6<strong>\u6211\u5011\u6709<a href=\"https:\/\/today.line.me\/tw\/v2\/publisher\/103117\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">LINE TODAY<\/a>\u983b\u9053\u4e86\uff0c\u5feb\u4f86\u8ffd\u8e2a\u6211\u5011\u5427!!&#8211;\u6700\u65b0\u79d1\u6280\u65b0\u805e \u76e1\u5728\u4f60\u624b<\/strong><\/h4>\n","protected":false},"excerpt":{"rendered":"<p>\u5168\u65b0Amazon EC2 Trn2\u57f7<\/p>\n","protected":false},"author":3,"featured_media":91630,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[13],"tags":[12093,255,580,8028,12094],"class_list":["post-91621","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-amazon-ec2-trn2","tag-aws","tag-focus","tag-trainium2","tag-trainium2-ai"],"_links":{"self":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/91621"}],"collection":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=91621"}],"version-history":[{"count":2,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/91621\/revisions"}],"predecessor-version":[{"id":91633,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/91621\/revisions\/91633"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/media\/91630"}],"wp:attachment":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=91621"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=91621"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=91621"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}