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\u529f\u80fd\u6982\u8ff0\uff1a\u9762\u5411\u5927\u6a21\u578b\u7684\u6781\u81f4\u5e76\u884c\u80fd\u529b<\/h2>\n

\u6607\u817e910B AI\u8bad\u7ec3\u5361\u652f\u6301\u6570\u636e\u5e76\u884c\u3001\u6a21\u578b\u5e76\u884c\uff08\u5305\u62ec\u5f20\u91cf\u5207\u5206\u4e0e\u6d41\u6c34\u7ebf\u5e76\u884c\uff09\u4ee5\u53ca\u4e13\u5bb6\u5e76\u884c\uff08MoE\u573a\u666f\uff09\uff0c\u5176\u5185\u7f6e\u7684HCCS\u9ad8\u901f\u4e92\u8054\u603b\u7ebf\u548cCANN\u8ba1\u7b97\u6846\u67b6\u53ef\u81ea\u52a8\u5b8c\u6210\u901a\u4fe1\u8c03\u5ea6\u3002\u901a\u8fc7\u6df7\u5408\u7cbe\u5ea6\u8bad\u7ec3\uff08FP16\/BF16\uff09\u3001\u68af\u5ea6\u7d2f\u79ef\u4e0e\u91cd\u8ba1\u7b97\u6280\u672f\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u4e0d\u727a\u7272\u6a21\u578b\u7cbe\u5ea6\u7684\u60c5\u51b5\u4e0b\uff0c\u5c06\u5355\u5361\u7b97\u529b\u5229\u7528\u7387\u63d0\u5347\u81f385%\u4ee5\u4e0a\u3002\u5b98\u65b9\u63d0\u4f9b\u7684Ascend Transformer Boost\u5e93\u8fdb\u4e00\u6b65\u5c01\u88c5\u4e86\u5e76\u884c\u7b56\u7565\uff0c\u652f\u6301GPT\u3001LLaMA\u3001Stable Diffusion\u7b49\u4e3b\u6d41\u67b6\u6784\u7684\u4e00\u952e\u90e8\u7f72\u3002<\/p>\n

\u6838\u5fc3\u4f18\u52bf\uff1a\u6027\u80fd\u4e0e\u6613\u7528\u6027\u7684\u53cc\u91cd\u7a81\u7834<\/h2>\n

\u786c\u4ef6\u7ea7\u901a\u4fe1\u4f18\u5316<\/h3>\n

\u6607\u817e910B\u91c7\u7528\u534e\u4e3a\u81ea\u7814\u76847nm\u5de5\u827a\uff0c\u5355\u5361FP16\u7b97\u529b\u53ef\u8fbe400 TFLOPS\uff0c\u5176HCCS\u4e92\u8054\u6280\u672f\u53ef\u5b9e\u73b0\u5361\u95f4200GB\/s\u5e26\u5bbd\uff0c\u8fdc\u9ad8\u4e8e\u4f20\u7edfPCIe\u4f20\u8f93\u3002\u914d\u5408\u5206\u5e03\u5f0f\u8bad\u7ec3\u6846\u67b6\uff0c\u53ef\u5b9e\u73b064\u5361\u7ebf\u6027\u6269\u5c55\u6548\u7387\u8d85\u8fc790%\u3002<\/p>\n

\u8f6f\u4ef6\u751f\u6001\u5168\u6808\u652f\u6301<\/h3>\n

CANN 7.0\u7248\u672c\u5185\u7f6e\u4e86\u81ea\u52a8\u5e76\u884c\u7b56\u7565\u641c\u7d22\u5de5\u5177\uff08APS\uff09\uff0c\u53ef\u6839\u636e\u6a21\u578b\u7ed3\u6784\u4e0e\u96c6\u7fa4\u62d3\u6251\u81ea\u52a8\u63a8\u8350\u6700\u4f18\u7684\u5e76\u884c\u65b9\u6848\u3002\u540c\u65f6\u652f\u6301\u4e0ePyTorch\u3001MindSpore\u3001TensorFlow\u7b49\u4e3b\u6d41\u6846\u67b6\u7684\u65e0\u7f1d\u5bf9\u63a5\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u4fee\u6539\u6a21\u578b\u4ee3\u7801\u5373\u53ef\u5e94\u7528\u5f20\u91cf\u5e76\u884c\u4e0e\u6d41\u6c34\u7ebf\u5e76\u884c\u3002<\/p>\n

    \n
  • \u652f\u6301Megatron-LM\u3001DeepSpeed\u7b49\u793e\u533a\u5de5\u5177\u7684\u5f00\u7bb1\u5373\u7528<\/li>\n
  • \u63d0\u4f9bProfiling\u5de5\u5177\u5b9e\u65f6\u76d1\u63a7\u901a\u4fe1\u74f6\u9888\u4e0e\u663e\u5b58\u788e\u7247<\/li>\n
  • \u517c\u5bb9\u534e\u4e3a\u4e91ModelArts\u5e73\u53f0\uff0c\u5b9e\u73b0\u8bad\u7ec3\u4efb\u52a1\u7684\u5f39\u6027\u6269\u7f29\u5bb9<\/li>\n<\/ul>\n

    \u5e94\u7528\u573a\u666f\uff1a\u4ece\u5343\u4ebf\u5230\u4e07\u4ebf\u53c2\u6570\u6a21\u578b<\/h2>\n

    \u8be5\u4f18\u5316\u6307\u5357\u9002\u7528\u4e8e\u4ee5\u4e0b\u5178\u578b\u573a\u666f\uff1a\u57fa\u4e8e\u6607\u817e910B\u96c6\u7fa4\u8bad\u7ec3\u5343\u4ebf\u53c2\u6570\u7a20\u5bc6\u6a21\u578b\u3001\u4e07\u4ebf\u53c2\u6570MoE\u7a00\u758f\u6a21\u578b\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\uff08\u5982\u6587\u751f\u56fe\u3001\u89c6\u9891\u7406\u89e3\uff09\u7b49\u3002\u5728\u91d1\u878d\u3001\u533b\u7597\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u9886\u57df\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u672c\u6307\u5357\u5b9e\u73b0\u8bad\u7ec3\u5468\u671f\u7f29\u77ed40%\u4ee5\u4e0a\u3002\u4f8b\u5982\uff0c\u5728\u57fa\u4e8e\u6607\u817e910B\u7684512\u5361\u96c6\u7fa4\u4e0a\uff0c\u8bad\u7ec3LLaMA-65B\u6a21\u578b\u4ec5\u97006\u5929\uff0c\u76f8\u6bd4\u4f20\u7edf\u65b9\u6848\u6548\u7387\u63d0\u534730%\u3002<\/p>\n

    \u5982\u4f55\u4f7f\u7528\uff1a\u4e09\u6b65\u5feb\u901f\u4e0a\u624b<\/h2>\n

    \u7b2c\u4e00\u6b65\uff1a\u5b89\u88c5CANN 7.0\u53ca\u4ee5\u4e0a\u7248\u672c\uff0c\u5e76\u914d\u7f6eAscend NPU\u9a71\u52a8\u3002\u7b2c\u4e8c\u6b65\uff1a\u5c06\u6a21\u578b\u8f6c\u6362\u4e3aTF32\u6216BF16\u7cbe\u5ea6\uff0c\u5e76\u8c03\u7528\u5b98\u65b9\u5e76\u884c\u63a5\u53e3\uff08\u5982ascend.parallelize<\/code>\uff09\u3002\u7b2c\u4e09\u6b65\uff1a\u4f7f\u7528APS\u5de5\u5177\u81ea\u52a8\u641c\u7d22\u6700\u4f73\u5e76\u884c\u914d\u7f6e\uff0c\u6216\u624b\u52a8\u8bbe\u7f6e\u5f20\u91cf\u5e76\u884c\u5ea6\u4e0e\u6d41\u6c34\u7ebf\u6df1\u5ea6\u3002\u8be6\u7ec6\u6848\u4f8b\u53ef\u53c2\u8003\u534e\u4e3a\u6607\u817e\u5f00\u53d1\u8005\u793e\u533a\u63d0\u4f9b\u7684\u300a\u5927\u6a21\u578b\u5e76\u884c\u8bad\u7ec3\u767d\u76ae\u4e66\u300b\u3002<\/p>\n

    \u901a\u8fc7\u672c\u6307\u5357\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u7cfb\u7edf\u6027\u5730\u638c\u63e1\u6607\u817e910B\u7684\u5e76\u884c\u4f18\u5316\u6280\u5de7\uff0c\u52a0\u901f\u8fc8\u5411\u901a\u7528\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u534e\u4e3a\u6607\u817e910B AI\u8bad\u7ec3\u5361\u51ed\u501f\u5176\u5f3a\u5927\u7684\u7b97\u529b\u548c\u9ad8\u6548\u7684\u5e76\u884c\u67b6\u6784\uff0c\u5df2\u6210\u4e3a\u5927\u6a21\u578b\u8bad\u7ec3\u573a\u666f\u4e0b\u7684\u6838\u5fc3\u786c\u4ef6\u4e4b\u4e00\u3002\u672c\u6307\u5357\u65e8\u5728 […]<\/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":[25417,25419,11179,9323,25418],"class_list":["post-22187","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-cann","tag-11179","tag-910b","tag-25418"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22187","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=22187"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22187\/revisions"}],"predecessor-version":[{"id":22189,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/22187\/revisions\/22189"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22187"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22187"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}