{"id":23878,"date":"2026-06-10T14:49:55","date_gmt":"2026-06-10T06:49:55","guid":{"rendered":"https:\/\/ab123.xyz\/?p=23878"},"modified":"2026-06-10T14:49:55","modified_gmt":"2026-06-10T06:49:55","slug":"intel-gaudi-3-ai-%e5%8a%a0%e9%80%9f%e5%99%a8%e5%85%a8%e9%9d%a2%e6%94%af%e6%8c%81-pytorch-2-0%ef%bc%8c%e6%80%a7%e8%83%bd%e6%8f%90%e5%8d%87%e6%98%be%e8%91%97","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=23878","title":{"rendered":"Intel Gaudi 3 AI \u52a0\u901f\u5668\u5168\u9762\u652f\u6301 PyTorch 2.0\uff0c\u6027\u80fd\u63d0\u5347\u663e\u8457"},"content":{"rendered":"<p>\u636e Intel \u5b98\u65b9\u6700\u65b0\u6d88\u606f\uff0cIntel Gaudi 3 AI \u52a0\u901f\u5668\u5df2\u5b9e\u73b0\u4e0e PyTorch 2.0 \u7684\u539f\u751f\u6df1\u5ea6\u96c6\u6210\uff0c\u5728\u4e3b\u6d41\u5927\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u663e\u8457\u6027\u80fd\u4f18\u52bf\u3002\u8fd9\u4e00\u91cc\u7a0b\u7891\u6807\u5fd7\u7740 Intel \u5728 AI \u786c\u4ef6\u751f\u6001\u517c\u5bb9\u6027\u4e0a\u7684\u91cd\u8981\u7a81\u7834\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u9ad8\u6548\u3001\u6613\u7528\u7684\u56fd\u4ea7\u66ff\u4ee3\u65b9\u6848\u3002<\/p>\n<h2>Intel Gaudi 3 \u52a0\u901f\u5668\u6838\u5fc3\u529f\u80fd<\/h2>\n<p>Gaudi 3 \u57fa\u4e8e Intel 7 \u5236\u7a0b\u5de5\u827a\uff0c\u642d\u8f7d 64 \u4e2a\u5f20\u91cf\u5904\u7406\u5668\u6838\u5fc3\u4e0e 128 GB HBM2e \u9ad8\u5e26\u5bbd\u663e\u5b58\uff0c\u4e13\u4e3a\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8bad\u7ec3\u8bbe\u8ba1\u3002\u5176\u5185\u7f6e\u7684 HPU Graph \u7f16\u7a0b\u6a21\u578b\u53ef\u76f4\u63a5\u6620\u5c04 PyTorch \u8ba1\u7b97\u56fe\uff0c\u51cf\u5c11\u5185\u5b58\u642c\u8fd0\u5f00\u9500\u3002\u540c\u65f6\uff0c\u652f\u6301 BF16\u3001FP8 \u7b49\u591a\u79cd\u7cbe\u5ea6\uff0c\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u7b97\u529b\u4e0e\u7cbe\u5ea6\u5e73\u8861\u9700\u6c42\u3002<\/p>\n<h2>\u4e0e PyTorch \u6df1\u5ea6\u96c6\u6210\u4f18\u52bf<\/h2>\n<h3>\u65e0\u7f1d\u8fc1\u79fb\u4e0e\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6<\/h3>\n<p>\u901a\u8fc7 Intel \u63d0\u4f9b\u7684 PyTorch \u6269\u5c55\u5305\uff08intel-extension-for-pytorch\uff09\uff0c\u5f00\u53d1\u8005\u4ec5\u9700\u5728\u539f\u6709\u811a\u672c\u4e2d\u4fee\u6539\u5c11\u91cf\u4ee3\u7801\u5373\u53ef\u8c03\u7528 Gaudi 3\u3002\u6269\u5c55\u5305\u5185\u7f6e\u81ea\u52a8\u6df7\u5408\u7cbe\u5ea6\uff08AMP\uff09\u652f\u6301\uff0c\u53ef\u5728\u4e0d\u5f71\u54cd\u6a21\u578b\u6536\u655b\u7684\u524d\u63d0\u4e0b\u5c06\u8bad\u7ec3\u901f\u5ea6\u63d0\u5347 2-3 \u500d\u3002<\/p>\n<h3>HPU Graph \u7f16\u8bd1\u4f18\u5316<\/h3>\n<p>Gaudi 3 \u7684 HPU Graph \u7f16\u8bd1\u5668\u53ef\u5c06 PyTorch \u52a8\u6001\u56fe\u8f6c\u6362\u4e3a\u9759\u6001\u8ba1\u7b97\u56fe\uff0c\u51cf\u5c11 Python \u89e3\u91ca\u5668\u5f00\u9500\u3002\u5728 GPT-3 175B \u53c2\u6570\u89c4\u6a21\u7684\u8bad\u7ec3\u6d4b\u8bd5\u4e2d\uff0c\u541e\u5410\u91cf\u8f83\u4e0a\u4e00\u4ee3 Gaudi 2 \u63d0\u5347\u7ea6 40%\u3002<\/p>\n<h2>\u6700\u4f73\u5b9e\u8df5\u4e0e\u5e94\u7528\u573a\u666f<\/h2>\n<h3>\u5927\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3<\/h3>\n<p>\u63a8\u8350\u4f7f\u7528 PyTorch Distributed Data Parallel (DDP) \u914d\u5408 Gaudi 3 \u7684 HCCL \u901a\u4fe1\u5e93\uff0c\u53ef\u5b9e\u73b0\u8de8\u8282\u70b9\u7ebf\u6027\u6269\u5c55\u3002\u5df2\u6210\u529f\u9a8c\u8bc1 LLaMA-3 70B \u6a21\u578b\u7684 64 \u8282\u70b9\u8bad\u7ec3\u3002<\/p>\n<h3>\u63a8\u7406\u90e8\u7f72\u4f18\u5316<\/h3>\n<p>\u5229\u7528 Intel \u7684 OpenVINO \u5de5\u5177\u5957\u4ef6\u53ef\u5c06\u8bad\u7ec3\u597d\u7684 PyTorch \u6a21\u578b\u8f6c\u6362\u4e3a Gaudi 3 \u7684 IR \u4e2d\u95f4\u8868\u793a\uff0c\u5728\u5ef6\u8fdf\u654f\u611f\u573a\u666f\uff08\u5982\u5728\u7ebf\u5bf9\u8bdd\u7cfb\u7edf\uff09\u4e2d\u5b9e\u73b0\u6beb\u79d2\u7ea7\u54cd\u5e94\u3002<\/p>\n<p>\u66f4\u591a\u8be6\u7ec6\u6587\u6863\u4e0e\u793a\u4f8b\u4ee3\u7801\uff0c\u8bf7\u8bbf\u95ee <a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/products\/details\/processors\/gaudi-3.html\" target=\"_blank\">Intel Gaudi 3 \u5b98\u65b9\u7f51\u7ad9<\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u636e Intel \u5b98\u65b9\u6700\u65b0\u6d88\u606f\uff0cIntel Gaudi 3 AI \u52a0\u901f\u5668\u5df2\u5b9e\u73b0\u4e0e PyTorch 2.0 \u7684\u539f\u751f [&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":[10378,26828,10375,11011,2993],"class_list":["post-23878","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-intel","tag-intel-gaudi-3","tag-pytorch","tag-2993"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23878","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=23878"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23878\/revisions"}],"predecessor-version":[{"id":23879,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/23878\/revisions\/23879"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=23878"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=23878"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=23878"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}