{"id":8554,"date":"2026-06-09T14:14:48","date_gmt":"2026-06-09T06:14:48","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8554"},"modified":"2026-06-09T14:14:48","modified_gmt":"2026-06-09T06:14:48","slug":"graphcore-ipu-m2000-bow-poplar-sdk-workflow-%e6%99%ba%e8%83%bd%e5%b7%a5%e5%85%b7%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8554","title":{"rendered":"Graphcore IPU-M2000 Bow &#8211; Poplar SDK Workflow \u667a\u80fd\u5de5\u5177\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\u52a0\u901f\u8ba1\u7b97\u9886\u57df\uff0cGraphcore IPU-M2000 Bow \u51ed\u501f\u5176\u521b\u65b0\u7684 Intelligence Processing Unit (IPU) \u67b6\u6784\uff0c\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u5927\u89c4\u6a21\u6a21\u578b\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u6548\u7387\u3002\u672c\u6587\u5c06\u7cfb\u7edf\u4ecb\u7ecd\u8be5\u7cfb\u7edf\u7684\u6838\u5fc3\u529f\u80fd\u3001\u5e94\u7528\u4f18\u52bf\u53ca Poplar SDK \u6807\u51c6\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e2e\u52a9\u5de5\u7a0b\u5e08\u5feb\u901f\u4e0a\u624b\u8fd9\u4e00\u524d\u6cbf\u667a\u80fd\u5de5\u5177\u3002<\/p>\n<h2>IPU-M2000 Bow \u7684\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4f18\u52bf<\/h2>\n<p>IPU-M2000 Bow \u662f Graphcore \u63a8\u51fa\u7684\u7b2c\u4e8c\u4ee3 IPU \u7cfb\u7edf\uff0c\u5355\u53f0\u8bbe\u5907\u96c6\u6210 8 \u9897 Bow IPU \u5904\u7406\u5668\uff0c\u63d0\u4f9b\u8d85\u8fc7 1 PetaFLOP \u7684 AI \u7b97\u529b\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u72ec\u7279\u7684 MIMD\uff08\u591a\u6307\u4ee4\u591a\u6570\u636e\uff09\u5e76\u884c\u67b6\u6784\uff0c\u4e0e\u4f20\u7edf GPU \u7684 SIMD \u4e0d\u540c\uff0cIPU \u5141\u8bb8\u6bcf\u4e2a\u6838\u5fc3\u72ec\u7acb\u8fd0\u884c\u4e0d\u540c\u6307\u4ee4\uff0c\u6781\u5176\u9002\u5408\u7a00\u758f\u5316\u3001\u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09\u4ee5\u53ca\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u4e0d\u89c4\u5219\u8ba1\u7b97\u4efb\u52a1\u3002<\/p>\n<h3>\u786c\u4ef6\u67b6\u6784\u521b\u65b0<\/h3>\n<ul>\n<li>\u5355\u673a\u652f\u6301 8 \u9897 Bow IPU\uff0c\u6bcf\u9897 IPU \u62e5\u6709 1,472 \u4e2a\u72ec\u7acb\u5904\u7406\u5668\u5185\u6838\uff0c\u5408\u8ba1 11,776 \u4e2a\u6838\u3002<\/li>\n<li>\u677f\u8f7d 64GB \u8d85\u9ad8\u901f SRAM \u5185\u5b58\uff0c\u5e26\u5bbd\u53ef\u8fbe 8 TB\/s\uff0c\u6d88\u9664\u663e\u5b58\u74f6\u9888\u3002<\/li>\n<li>\u652f\u6301 IPU-Fabric \u4e92\u8054\uff0c\u53ef\u6a2a\u5411\u6269\u5c55\u81f3\u4e0a\u5343\u9897 IPU\uff0c\u5b9e\u73b0\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8bad\u7ec3\u3002<\/li>\n<\/ul>\n<h3>Poplar SDK \u4e0e\u5de5\u4f5c\u6d41<\/h3>\n<p>Poplar SDK \u662f Graphcore \u4e13\u5c5e\u7684\u8f6f\u4ef6\u5f00\u53d1\u5957\u4ef6\uff0c\u63d0\u4f9b\u4ece\u6a21\u578b\u5b9a\u4e49\u5230\u90e8\u7f72\u7684\u5168\u6d41\u7a0b\u652f\u6301\u3002\u6807\u51c6\u5de5\u4f5c\u6d41\u7a0b\u5305\u542b\uff1a<br \/>1. \u4f7f\u7528 PopART \u5728 PyTorch\/TensorFlow \u4e2d\u52a0\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u6216\u901a\u8fc7 PopLibs \u81ea\u5b9a\u4e49\u7b97\u5b50\u3002<br \/>2. \u901a\u8fc7 Poplar \u7f16\u8bd1\u5668\u5c06\u8ba1\u7b97\u56fe\u6620\u5c04\u81f3 IPU \u786c\u4ef6\uff0c\u81ea\u52a8\u4f18\u5316\u5185\u5b58\u4e0e\u901a\u4fe1\u3002<br \/>3. \u5229\u7528 PopVision \u5206\u6790\u5de5\u5177\u8fdb\u884c\u6027\u80fd\u5256\u6790\u4e0e\u8c03\u8bd5\uff0c\u8fed\u4ee3\u8c03\u4f18\u3002<\/p>\n<h2>\u5178\u578b\u5e94\u7528\u573a\u666f\u4e0e\u90e8\u7f72\u6848\u4f8b<\/h2>\n<p>IPU-M2000 Bow \u5c24\u5176\u9002\u5408\u4ee5\u4e0b\u9886\u57df\uff1a<br \/>&#8211; \u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5fae\u8c03\u4e0e\u5206\u5e03\u5f0f\u8bad\u7ec3\uff0c\u76f8\u6bd4\u540c\u529f\u8017 GPU \u96c6\u7fa4\u53ef\u964d\u4f4e 40% \u603b\u6210\u672c\u3002<br \/>&#8211; \u56fe\u795e\u7ecf\u7f51\u7edc\uff08GNN\uff09\u5728\u63a8\u8350\u7cfb\u7edf\u3001\u836f\u7269\u53d1\u73b0\u4e2d\u7684\u5b9e\u65f6\u63a8\u7406\u3002<br \/>&#8211; \u79d1\u5b66\u8ba1\u7b97\u4e2d\u7684\u7a00\u758f\u77e9\u9635\u6c42\u89e3\u4e0e\u6d41\u4f53\u52a8\u529b\u5b66\u6a21\u62df\u3002<\/p>\n<h3>\u5feb\u901f\u4e0a\u624b\u6b65\u9aa4<\/h3>\n<ul>\n<li>\u5b89\u88c5 Poplar SDK (\u5b98\u7f51\u4e0b\u8f7d\u6700\u65b0\u7248\u672c)\uff0c\u914d\u7f6e\u7cfb\u7edf\u73af\u5883\u53d8\u91cf\u3002<\/li>\n<li>\u4f7f\u7528\u7b80\u5355\u547d\u4ee4\u884c\u542f\u52a8 IPU \u9a71\u52a8\uff1a<code>ipu-boot<\/code>\u3002\n<li>\u901a\u8fc7 <code>poprun<\/code> \u5de5\u5177\u63d0\u4ea4\u8bad\u7ec3\u4efb\u52a1\uff0c\u81ea\u52a8\u5904\u7406\u6570\u636e\u5206\u7247\u4e0e\u901a\u4fe1\u3002<\/li>\n<\/ul>\n<p>\u8bbf\u95ee Graphcore \u5b98\u65b9\u7f51\u7ad9\u83b7\u53d6\u5b8c\u6574 SDK \u6587\u6863\u4e0e\u767d\u76ae\u4e66\uff1a<a href=\"https:\/\/www.graphcore.ai\" target=\"_blank\">Graphcore \u5b98\u65b9\u7f51\u7ad9<\/a><\/p>\n<h2>\u6027\u80fd\u57fa\u51c6\u4e0e\u751f\u6001\u652f\u6301<\/h2>\n<p>\u6839\u636e\u6700\u65b0\u8bc4\u6d4b\uff0cIPU-M2000 Bow \u5728 BERT-Large \u8bad\u7ec3\u4efb\u52a1\u4e2d\u8fbe\u5230 40 TFlops \u6709\u6548\u7b97\u529b\uff0c\u80fd\u6548\u6bd4\u4f18\u4e8e NVIDIA A100\u3002Graphcore \u6301\u7eed\u66f4\u65b0 Poplar SDK\uff0c\u76ee\u524d\u5df2\u652f\u6301 Hugging Face Transformers\u3001PyTorch Lightning \u7b49\u4e3b\u6d41\u6846\u67b6\u3002\u5f00\u53d1\u8005\u53ef\u901a\u8fc7\u5b98\u65b9\u8bba\u575b\u83b7\u53d6\u793e\u533a\u652f\u6301\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\u52a0\u901f\u8ba1\u7b97\u9886\u57df\uff0cGraphcore IPU-M2000 Bow \u51ed\u501f\u5176\u521b\u65b0\u7684 Intelli [&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":[7384,10692,10693,10664,10568],"class_list":["post-8554","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-graphcore-ipu","tag-ipu-m2000","tag-poplar-sdk","tag-10568"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8554","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=8554"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8554\/revisions"}],"predecessor-version":[{"id":8556,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8554\/revisions\/8556"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8554"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8554"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8554"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}