{"id":8454,"date":"2026-06-09T14:09:26","date_gmt":"2026-06-09T06:09:26","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8454"},"modified":"2026-06-09T14:09:26","modified_gmt":"2026-06-09T06:09:26","slug":"groq-lpu-%e8%af%ad%e8%a8%80%e5%a4%84%e7%90%86%e5%8d%95%e5%85%83%e9%83%a8%e7%bd%b2%e6%8a%80%e5%b7%a7%ef%bc%9a%e4%bb%8e%e5%85%a5%e9%97%a8%e5%88%b0%e4%bc%98%e5%8c%96%e5%ae%9e%e8%b7%b5%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8454","title":{"rendered":"Groq LPU \u8bed\u8a00\u5904\u7406\u5355\u5143\u90e8\u7f72\u6280\u5de7\uff1a\u4ece\u5165\u95e8\u5230\u4f18\u5316\u5b9e\u8df5\u6307\u5357"},"content":{"rendered":"

\u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u5feb\u901f\u6f14\u8fdb\u7684\u4eca\u5929\uff0cGroq \u516c\u53f8\u63a8\u51fa\u7684 LPU\uff08Language Processing Unit\uff09\u51ed\u501f\u5176\u6781\u4f4e\u5ef6\u8fdf\u4e0e\u9ad8\u541e\u5410\u91cf\u7684\u7279\u6027\uff0c\u6b63\u6210\u4e3a AI \u63a8\u7406\u9886\u57df\u7684\u660e\u661f\u786c\u4ef6\u3002\u7136\u800c\uff0c\u8981\u8ba9 LPU \u53d1\u6325\u6700\u5927\u6548\u80fd\uff0c\u6b63\u786e\u7684\u90e8\u7f72\u6280\u5de7\u81f3\u5173\u91cd\u8981\u3002\u672c\u6587\u4e3a\u5f00\u53d1\u8005\u4e0e\u8fd0\u7ef4\u56e2\u961f\u63d0\u4f9b\u4e00\u5957\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u5b9e\u6218\u6307\u5357\uff0c\u5e2e\u52a9\u60a8\u5feb\u901f\u4e0a\u624b\u5e76\u4f18\u5316 Groq LPU \u96c6\u7fa4\u3002\u60a8\u53ef\u8bbf\u95ee \u5b98\u65b9\u7f51\u7ad9<\/a> \u83b7\u53d6\u6700\u65b0 SDK \u4e0e\u786c\u4ef6\u89c4\u683c\u8bf4\u660e\u3002<\/p>\n

Groq LPU \u7684\u6838\u5fc3\u4f18\u52bf\u4e0e\u90e8\u7f72\u524d\u63d0<\/h2>\n

Groq LPU \u91c7\u7528\u786e\u5b9a\u6027\u65f6\u5e8f\u67b6\u6784\uff08Deterministic Timing Architecture\uff09\uff0c\u6d88\u9664\u4e86\u4f20\u7edf GPU \u5e38\u89c1\u7684\u8c03\u5ea6\u6296\u52a8\u4e0e\u5185\u5b58\u5899\u95ee\u9898\u3002\u90e8\u7f72\u524d\u9700\u786e\u8ba4\u73af\u5883\u652f\u6301 PCIe 4.0 x16 \u53ca\u4ee5\u4e0a\u63a5\u53e3\uff0c\u5e76\u5b89\u88c5 GroqWare\u00ae Suite\uff08\u7248\u672c >= 1.12\uff09\u3002\u4e0e\u4f20\u7edf GPU \u4e0d\u540c\uff0cLPU \u65e0\u9700\u590d\u6742\u7684\u5185\u5b58\u6c60\u7ba1\u7406\uff0c\u4f46\u9700\u6ce8\u610f\u6bcf\u4e2a LPU \u5361\u7684\u8ba1\u7b97\u5355\u5143\u6570\u91cf\u4e0e\u663e\u5b58\u5bb9\u91cf\u5339\u914d\u3002<\/p>\n

\u786c\u4ef6\u517c\u5bb9\u6027\u68c0\u67e5\u6e05\u5355<\/h3>\n
    \n
  • \u4e3b\u677f\u9700\u652f\u6301\u591a\u5361\u76f4\u8fde\uff08\u65e0\u9700 NVLink \u6865\u63a5\uff0cLPU \u81ea\u5e26\u5206\u5e03\u5f0f\u4ea4\u6362\u673a\uff09<\/li>\n
  • \u7535\u6e90\u529f\u7387\uff1a\u6bcf\u5757 LPU \u5361\u7ea6 300W\uff0c\u5efa\u8bae\u4f7f\u7528 1600W \u4ee5\u4e0a\u949b\u91d1\u7535\u6e90<\/li>\n
  • \u6563\u70ed\u65b9\u6848\uff1a\u5efa\u8bae\u91c7\u7528\u6db2\u51b7\u6216\u9ad8\u98ce\u91cf\u673a\u7bb1\uff0c\u4fdd\u6301\u6838\u5fc3\u6e29\u5ea6\u4f4e\u4e8e 85\u00b0C<\/li>\n<\/ul>\n

    \u4e94\u6b65\u90e8\u7f72\u6d41\u7a0b\u4e0e\u5173\u952e\u53c2\u6570\u8c03\u4f18<\/h2>\n

    \u7b2c\u4e00\u6b65\uff1a\u9a71\u52a8\u7a0b\u5e8f\u4e0e\u56fa\u4ef6\u5b89\u88c5<\/h3>\n

    \u4ece Groq \u5b98\u65b9\u4ed3\u5e93\u83b7\u53d6 deb\/rpm \u5305\uff0c\u6267\u884c apt install groq-firmware groq-driver<\/code>\u3002\u5b89\u88c5\u540e\u4f7f\u7528 groq-smi<\/code> \u547d\u4ee4\u786e\u8ba4\u8bbe\u5907\u72b6\u6001\u3002\u82e5\u9047\u5230\u8bbe\u5907\u679a\u4e3e\u5931\u8d25\uff0c\u8bf7\u68c0\u67e5 BIOS \u4e2d Above 4G Decoding \u4e0e Resizable BAR \u662f\u5426\u5f00\u542f\u3002<\/p>\n

    \u7b2c\u4e8c\u6b65\uff1a\u7f16\u8bd1\u5668\u4e0e\u6a21\u578b\u8f6c\u6362<\/h3>\n

    Groq \u4f7f\u7528\u81ea\u5bb6\u7684 Groq Compiler\uff08groqcl\uff09\u5c06 ONNX\/TensorFlow \u6a21\u578b\u7f16\u8bd1\u4e3a LPU \u539f\u751f\u6307\u4ee4\u96c6\u3002\u6ce8\u610f\uff1a\u4e0d\u652f\u6301\u52a8\u6001 shape\uff0c\u6240\u6709\u8f93\u5165\u5f20\u91cf\u7ef4\u5ea6\u9700\u5728\u7f16\u8bd1\u65f6\u56fa\u5b9a\u3002\u5efa\u8bae\u4f7f\u7528 --batch-size<\/code> \u53c2\u6570\u5339\u914d\u751f\u4ea7\u73af\u5883\u57fa\u51c6\u8d1f\u8f7d\uff08\u4f8b\u5982 batch=64\uff09\uff0c\u4ee5\u83b7\u5f97\u6700\u4f73\u541e\u5410\u91cf\u3002<\/p>\n

    \u7b2c\u4e09\u6b65\uff1a\u591a\u5361\u901a\u4fe1\u914d\u7f6e<\/h3>\n

    LPU \u901a\u8fc7\u5185\u7f6e\u7684 GroqLink \u5b9e\u73b0\u5361\u95f4\u9ad8\u901f\u4e92\u8054\uff0c\u65e0\u9700\u5916\u90e8\u4ea4\u6362\u673a\u3002\u5728\u591a\u5361\u90e8\u7f72\u65f6\uff0c\u9700\u5728\u542f\u52a8\u811a\u672c\u4e2d\u6307\u5b9a GROQ_NUM_DEVICES=4<\/code> \u6216\u6839\u636e\u5b9e\u9645\u6570\u91cf\u8c03\u6574\u3002\u4f7f\u7528 groq-dma-test<\/code> \u5de5\u5177\u9a8c\u8bc1\u5361\u95f4\u5e26\u5bbd\uff08\u7406\u8bba\u5cf0\u503c\u53cc\u5411 800 GB\/s\uff09\u3002<\/p>\n

    \u5e38\u89c1\u90e8\u7f72\u9677\u9631\u4e0e\u6027\u80fd\u4f18\u5316\u6280\u5de7<\/h2>\n
      \n
    • \u907f\u514d\u8d85\u9891<\/strong>\uff1aLPU \u6838\u5fc3\u9891\u7387\u56fa\u5b9a\uff0c\u8d85\u9891\u64cd\u4f5c\u5c06\u5bfc\u81f4\u6307\u4ee4\u65f6\u5e8f\u9519\u4e71\uff0c\u5efa\u8bae\u4fdd\u6301\u9ed8\u8ba4\u3002<\/li>\n
    • \u4f18\u5316\u6a21\u578b\u7cbe\u5ea6<\/strong>\uff1a\u5b98\u65b9\u63a8\u8350 FP16 \u6216 INT8 \u91cf\u5316\uff0c\u5728 groqcl<\/code> \u4e2d\u52a0\u5165 --precision=fp16<\/code> \u53ef\u964d\u4f4e\u663e\u5b58\u5360\u7528 50%\u3002<\/li>\n
    • \u5206\u7247\u7b56\u7565<\/strong>\uff1a\u5bf9\u4e8e\u8d85\u8fc7\u5355\u5361\u663e\u5b58\u7684\u5927\u6a21\u578b\uff0c\u4f7f\u7528 Groq \u63d0\u4f9b\u7684\u81ea\u52a8\u5206\u7247\u5de5\u5177 groq-shard<\/code>\uff0c\u5e76\u8bbe\u7f6e --overlap-ratio=0.1<\/code> \u51cf\u5c11\u901a\u4fe1\u7b49\u5f85\u3002<\/li>\n
    • \u5b9e\u65f6\u76d1\u63a7<\/strong>\uff1a\u90e8\u7f72\u540e\u6301\u7eed\u76d1\u6d4b groq-smi -l 1<\/code> \u8f93\u51fa\u7684\u5ef6\u8fdf\u767e\u5206\u4f4d\uff08p99 \u2264 5ms \u4e3a\u5065\u5eb7\u72b6\u6001\uff09\u3002<\/li>\n<\/ul>\n

      \u5e94\u7528\u573a\u666f\u4e0e\u672a\u6765\u8d8b\u52bf<\/h2>\n

      Groq LPU \u76ee\u524d\u5df2\u5728\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u3001\u91d1\u878d\u9ad8\u9891\u4ea4\u6613\u3001\u81ea\u52a8\u9a7e\u9a76\u51b3\u7b56\u7b49\u4f4e\u5ef6\u8fdf\u654f\u611f\u573a\u666f\u4e2d\u843d\u5730\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u673a\u6784\u4f7f\u7528 4 \u5361 LPU \u96c6\u7fa4\u5c06\u5927\u6a21\u578b\u63a8\u7406\u5ef6\u8fdf\u4ece 150ms \u538b\u81f3 3ms\uff0c\u540c\u65f6\u964d\u4f4e\u529f\u8017 40%\u3002\u968f\u7740 Groq \u4e0e Hugging Face \u5408\u4f5c\u63a8\u51fa\u9884\u7f16\u8bd1\u6a21\u578b\u5e93\uff0c\u90e8\u7f72\u95e8\u69db\u5c06\u8fdb\u4e00\u6b65\u964d\u4f4e\u3002\u5efa\u8bae\u56e2\u961f\u5b9a\u671f\u53c2\u9605\u5b98\u65b9\u6587\u6863\u66f4\u65b0\uff0c\u5e76\u52a0\u5165 Groq \u793e\u533a\u8bba\u575b\u83b7\u53d6\u4e00\u7ebf\u4f18\u5316\u6848\u4f8b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u5728\u4eba\u5de5\u667a\u80fd\u4e0e\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u5feb\u901f\u6f14\u8fdb\u7684\u4eca\u5929\uff0cGroq \u516c\u53f8\u63a8\u51fa\u7684 LPU\uff08Language Processing […]<\/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":[10201,10539,10542,10540,10541],"class_list":["post-8454","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-groq-lpu","tag-groq","tag-lpu","tag-10541"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8454","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=8454"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8454\/revisions"}],"predecessor-version":[{"id":8456,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8454\/revisions\/8456"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8454"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8454"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8454"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}