{"id":8534,"date":"2026-06-09T14:13:49","date_gmt":"2026-06-09T06:13:49","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8534"},"modified":"2026-06-09T14:13:49","modified_gmt":"2026-06-09T06:13:49","slug":"graphcore-ipu-m2000-bow-poplar-sdk-workflow%ef%bc%9a%e6%99%ba%e8%83%bd%e8%ae%a1%e7%ae%97%e5%b7%a5%e4%bd%9c%e6%b5%81%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8534","title":{"rendered":"Graphcore IPU-M2000 Bow &#8211; Poplar SDK Workflow\uff1a\u667a\u80fd\u8ba1\u7b97\u5de5\u4f5c\u6d41\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"<p>Graphcore IPU-M2000 Bow \u662f\u4e00\u6b3e\u4e13\u4e3a\u5927\u89c4\u6a21\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406\u8bbe\u8ba1\u7684\u667a\u80fd\u5904\u7406\u5668\u7cfb\u7edf\uff0c\u5176\u6838\u5fc3\u5728\u4e8e\u642d\u8f7d\u4e86\u7b2c\u4e8c\u4ee3 Intelligence Processing Unit\uff08IPU\uff09\u67b6\u6784\u3002\u8be5\u8bbe\u5907\u4e0e Poplar SDK \u6df1\u5ea6\u96c6\u6210\uff0c\u5f62\u6210\u4e00\u5957\u9ad8\u6548\u3001\u53ef\u6269\u5c55\u7684 AI \u5f00\u53d1\u5de5\u4f5c\u6d41\u3002\u672c\u6587\u5c06\u4ece\u529f\u80fd\u3001\u4f18\u52bf\u3001\u5e94\u7528\u573a\u666f\u53ca\u5b9e\u9645\u4f7f\u7528\u65b9\u6cd5\u51fa\u53d1\uff0c\u5168\u9762\u89e3\u6790\u8fd9\u4e00\u524d\u6cbf\u5de5\u5177\u94fe\u3002\u8bbf\u95ee <a href=\"https:\/\/www.graphcore.ai\/\" target=\"_blank\">Graphcore \u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u6700\u65b0 SDK \u4e0e\u786c\u4ef6\u6587\u6863\u3002<\/p>\n<h2>\u529f\u80fd\u6982\u8ff0\uff1a\u786c\u4ef6\u4e0e\u8f6f\u4ef6\u7684\u65e0\u7f1d\u534f\u540c<\/h2>\n<p>IPU-M2000 Bow \u91c7\u7528 4 \u9897 Bow IPU \u5904\u7406\u5668\uff0c\u6bcf\u9897\u63d0\u4f9b 1.4 PetaFLOPs \u7684 AI \u7b97\u529b\uff0c\u5e76\u914d\u5907 900MB \u7247\u4e0a SRAM \u5185\u5b58\u3002\u5176\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\u901a\u8fc7 Poplar SDK \u5b9e\u73b0\u4efb\u52a1\u7f16\u6392\u4e0e\u4f18\u5316\uff1aPoplar \u63d0\u4f9b\u5e95\u5c42\u56fe\u7f16\u8bd1\u5668\u3001PopART \u63a8\u7406\u8fd0\u884c\u65f6\u4ee5\u53ca PopVision \u6027\u80fd\u5206\u6790\u5de5\u5177\uff0c\u652f\u6301 TensorFlow\u3001PyTorch \u7b49\u4e3b\u6d41\u6846\u67b6\u3002\u5de5\u4f5c\u6d41\u5305\u62ec\u6a21\u578b\u52a0\u8f7d\u3001\u56fe\u4f18\u5316\u3001\u5e76\u884c\u8ba1\u7b97\u90e8\u7f72\u53ca\u5b9e\u65f6\u76d1\u63a7\u56db\u4e2a\u6838\u5fc3\u73af\u8282\u3002<\/p>\n<h3>Poplar SDK \u7684\u5de5\u4f5c\u6d41\u7ec4\u4ef6<\/h3>\n<ul>\n<li><strong>Poplar \u56fe\u7f16\u8bd1\u5668<\/strong>\uff1a\u5c06\u6a21\u578b\u8ba1\u7b97\u56fe\u6620\u5c04\u81f3 IPU \u67b6\u6784\uff0c\u81ea\u52a8\u8fdb\u884c\u5185\u5b58\u7ba1\u7406\u4e0e\u6d41\u6c34\u7ebf\u8c03\u5ea6\u3002<\/li>\n<li><strong>PopART \u63a8\u7406\u5f15\u64ce<\/strong>\uff1a\u652f\u6301\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u541e\u5410\u91cf\u7684\u63a8\u7406\u90e8\u7f72\uff0c\u9002\u7528\u4e8e\u5b9e\u65f6\u5e94\u7528\u573a\u666f\u3002<\/li>\n<li><strong>PopVision \u5206\u6790\u5957\u4ef6<\/strong>\uff1a\u53ef\u89c6\u5316\u8ffd\u8e2a IPU \u5229\u7528\u7387\u3001\u901a\u4fe1\u5ef6\u8fdf\u4e0e\u5185\u5b58\u5e26\u5bbd\u74f6\u9888\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u8fed\u4ee3\u4f18\u5316\u3002<\/li>\n<\/ul>\n<h2>\u6838\u5fc3\u4f18\u52bf\uff1a\u91cd\u65b0\u5b9a\u4e49 AI \u8bad\u7ec3\u4e0e\u63a8\u7406\u6548\u7387<\/h2>\n<p>\u4e0e GPU \u76f8\u6bd4\uff0cIPU-M2000 Bow \u91c7\u7528 MIMD\uff08\u591a\u6307\u4ee4\u591a\u6570\u636e\u6d41\uff09\u67b6\u6784\uff0c\u5728\u5904\u7406\u7a00\u758f\u6ce8\u610f\u529b\u3001\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09\u7b49\u52a8\u6001\u8ba1\u7b97\u8d1f\u8f7d\u65f6\u8868\u73b0\u51fa\u663e\u8457\u4f18\u52bf\u3002\u5176\u7ec6\u7c92\u5ea6\u5e76\u884c\u80fd\u529b\u4f7f\u5f97\u5927\u89c4\u6a21 Transformer \u6a21\u578b\u8bad\u7ec3\u65f6\u95f4\u964d\u4f4e 40% \u4ee5\u4e0a\u3002\u6b64\u5916\uff0cPoplar SDK \u7684\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6\u4f18\u5316\u4e0e\u5206\u5e03\u5f0f\u901a\u4fe1\u5e93\uff08\u5982 POPLAR_REPORT\uff09\u8fdb\u4e00\u6b65\u7b80\u5316\u4e86\u591a\u5361\u96c6\u7fa4\u7684\u90e8\u7f72\u96be\u5ea6\u3002<\/p>\n<h3>\u5173\u952e\u6027\u80fd\u6307\u6807<\/h3>\n<ul>\n<li>\u5355\u673a\u652f\u6301 1.6TB\/s \u7684 IPU \u95f4\u4e92\u8054\u5e26\u5bbd\uff08IPU-Link\uff09\u3002<\/li>\n<li>\u539f\u751f\u652f\u6301\u6a21\u578b\u5e76\u884c\u3001\u6570\u636e\u5e76\u884c\u4e0e\u6d41\u6c34\u7ebf\u5e76\u884c\u7b56\u7565\u3002<\/li>\n<li>\u914d\u5408 Graphcloud \u53ef\u5feb\u901f\u6269\u5c55\u81f3\u4e0a\u5343 IPU \u7684\u96c6\u7fa4\u73af\u5883\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f\uff1a\u4ece\u79d1\u7814\u5230\u5de5\u4e1a\u7ea7\u90e8\u7f72<\/h2>\n<p>IPU-M2000 Bow \u5df2\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u63a8\u8350\u7cfb\u7edf\u4e0e\u79d1\u5b66\u8ba1\u7b97\u9886\u57df\u3002\u4f8b\u5982\uff0c\u5728\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\uff08\u5982 AlphaFold \u7c7b\u6a21\u578b\uff09\u4e2d\uff0c\u5176\u5927\u89c4\u6a21\u7247\u4e0a\u5185\u5b58\u53ef\u5bb9\u7eb3\u5168\u86cb\u767d\u8d28\u5e8f\u5217\u7684\u6ce8\u610f\u529b\u77e9\u9635\uff1b\u5728\u5b9e\u65f6\u89c6\u9891\u5206\u6790\u573a\u666f\u4e2d\uff0cPopART \u5f15\u64ce\u53ef\u5c06\u63a8\u7406\u5ef6\u8fdf\u964d\u81f3 5ms \u4ee5\u4e0b\u3002\u5f00\u53d1\u8005\u53ef\u901a\u8fc7 Poplar SDK \u7684 Python API \u5feb\u901f\u7f16\u5199\u81ea\u5b9a\u4e49\u7b97\u5b50\uff0c\u5e76\u5229\u7528\u5176\u57fa\u51c6\u6d4b\u8bd5\u5957\u4ef6\u9a8c\u8bc1\u6a21\u578b\u7cbe\u5ea6\u4e0e\u541e\u5410\u91cf\u3002<\/p>\n<h3>\u5178\u578b\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<p>\u5f00\u53d1\u8005\u9996\u5148\u901a\u8fc7 pip \u5b89\u88c5 Poplar SDK\uff08\u9700\u6ce8\u518c Graphcore \u5f00\u53d1\u8005\u8d26\u53f7\uff09\uff0c\u968f\u540e\u4f7f\u7528 TensorFlow \u6216 PyTorch \u5b9a\u4e49\u6a21\u578b\u5e76\u8c03\u7528 IPU \u540e\u7aef\u3002\u5de5\u4f5c\u6d41\u4e2d\u6700\u91cd\u8981\u7684\u6b65\u9aa4\u662f\u8c03\u7528 <code>ipu.utils.create_ipu_config()<\/code> \u914d\u7f6e IPU \u6570\u91cf\u4e0e\u5185\u5b58\u5206\u914d\u6a21\u5f0f\uff0c\u7136\u540e\u901a\u8fc7 <code>ipu.keras.IPUStrategy<\/code> \u6216 <code>PoplarExecutor<\/code> \u542f\u52a8\u8bad\u7ec3\u3002PopVision \u5de5\u5177\u53ef\u5b9e\u65f6\u751f\u6210\u6027\u80fd\u62a5\u544a\uff0c\u6307\u5bfc\u5f00\u53d1\u8005\u8c03\u6574\u6279\u5927\u5c0f\u4e0e\u68af\u5ea6\u7d2f\u79ef\u6b65\u6570\u3002<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>Graphcore IPU-M2000 Bow \u7ed3\u5408 Poplar SDK \u4e3a AI \u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e00\u5957\u4ece\u539f\u578b\u9a8c\u8bc1\u5230\u751f\u4ea7\u90e8\u7f72\u7684\u5b8c\u6574\u5de5\u4f5c\u6d41\u3002\u5176\u67b6\u6784\u521b\u65b0\u4e0e\u5de5\u5177\u94fe\u6df1\u5ea6\u7ed3\u5408\uff0c\u6b63\u5728\u91cd\u5851\u5927\u89c4\u6a21\u5e76\u884c\u8ba1\u7b97\u7684\u6548\u7387\u5929\u82b1\u677f\u3002\u5bf9\u4e8e\u8ffd\u6c42\u6781\u81f4\u6027\u80fd\u7684\u56e2\u961f\uff0c\u5efa\u8bae\u901a\u8fc7 <a href=\"https:\/\/www.graphcore.ai\/\" target=\"_blank\">Graphcore \u5b98\u65b9\u7f51\u7ad9<\/a> \u7533\u8bf7\u786c\u4ef6\u8bd5\u7528\u5e76\u83b7\u53d6\u6700\u65b0\u7684 SDK \u6587\u6863\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Graphcore IPU-M2000 Bow \u662f\u4e00\u6b3e\u4e13\u4e3a\u5927\u89c4\u6a21\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406\u8bbe\u8ba1\u7684\u667a\u80fd\u5904\u7406\u5668\u7cfb\u7edf\uff0c\u5176 [&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":[9954,10663,10665,10664,10568],"class_list":["post-8534","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-graphcore-ipu-m2000-bow","tag-ipu","tag-poplar-sdk","tag-10568"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8534","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=8534"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8534\/revisions"}],"predecessor-version":[{"id":8535,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8534\/revisions\/8535"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8534"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8534"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8534"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}