{"id":8468,"date":"2026-06-09T14:10:18","date_gmt":"2026-06-09T06:10:18","guid":{"rendered":"https:\/\/ab123.xyz\/?p=8468"},"modified":"2026-06-09T14:10:18","modified_gmt":"2026-06-09T06:10:18","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%e9%ab%98%e6%95%88%e6%8e%a8%e7%90%86%e7%9a%84%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=8468","title":{"rendered":"Groq LPU \u8bed\u8a00\u5904\u7406\u5355\u5143\u90e8\u7f72\u6280\u5de7\uff1a\u9ad8\u6548\u63a8\u7406\u7684\u5b9e\u6218\u6307\u5357"},"content":{"rendered":"<p>Groq \u7684 LPU\uff08Language Processing Unit\uff09\u662f\u4e00\u79cd\u4e13\u4e3a\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u4f18\u5316\u8bbe\u8ba1\u7684\u4e13\u7528\u5904\u7406\u5668\uff0c\u5176\u72ec\u7279\u7684\u67b6\u6784\u80fd\u591f\u5728\u6781\u4f4e\u5ef6\u8fdf\u4e0b\u5b8c\u6210 token \u751f\u6210\u3002\u5bf9\u4e8e\u5e0c\u671b\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u90e8\u7f72 Groq LPU \u7684\u56e2\u961f\uff0c\u7406\u89e3\u5176\u7279\u6027\u5e76\u638c\u63e1\u6700\u4f73\u5b9e\u8df5\u81f3\u5173\u91cd\u8981\u3002\u672c\u6587\u5c06\u4ece\u73af\u5883\u51c6\u5907\u3001\u6a21\u578b\u9002\u914d\u5230\u6027\u80fd\u8c03\u4f18\uff0c\u63d0\u4f9b\u4e00\u5957\u5b8c\u6574\u7684\u90e8\u7f72\u6280\u5de7\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5145\u5206\u53d1\u6325 LPU \u7684\u6f5c\u529b\u3002\u8bbf\u95ee <a href=\"https:\/\/groq.com\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a> \u53ef\u83b7\u53d6\u6700\u65b0\u7684 SDK \u4e0e\u6587\u6863\u3002<\/p>\n<h2>\u7406\u89e3 Groq LPU \u7684\u6838\u5fc3\u4f18\u52bf<\/h2>\n<p>\u4e0e\u4f20\u7edf GPU \u4e0d\u540c\uff0cGroq LPU \u91c7\u7528\u786e\u5b9a\u6027\u6267\u884c\u6a21\u5f0f\uff0c\u6d88\u9664\u4e86\u5185\u5b58\u5e26\u5bbd\u74f6\u9888\uff0c\u63a8\u7406\u901f\u5ea6\u53ef\u8fbe\u6bcf\u79d2\u6570\u5343 token\u3002\u5176\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u8d85\u4f4e\u5ef6\u8fdf\uff1a\u5355\u6b21\u63a8\u7406\u5ef6\u8fdf\u901a\u5e38\u5728\u6beb\u79d2\u7ea7\uff0c\u9002\u5408\u5b9e\u65f6\u5bf9\u8bdd\u7cfb\u7edf\u3002<\/li>\n<li>\u7ebf\u6027\u53ef\u6269\u5c55\uff1a\u901a\u8fc7\u6dfb\u52a0 LPU \u5361\u5373\u53ef\u7ebf\u6027\u589e\u52a0\u541e\u5410\u91cf\uff0c\u65e0\u9700\u91cd\u65b0\u8bbe\u8ba1\u6a21\u578b\u5e76\u884c\u7b56\u7565\u3002<\/li>\n<li>\u7b80\u5316\u90e8\u7f72\uff1a\u65e0\u9700\u590d\u6742\u7684 CUDA \u6216 TensorRT \u8c03\u4f18\uff0cGroq \u7f16\u8bd1\u5668\u81ea\u52a8\u4f18\u5316\u8ba1\u7b97\u56fe\u3002<\/li>\n<\/ul>\n<h2>\u90e8\u7f72\u524d\u7684\u73af\u5883\u51c6\u5907<\/h2>\n<p>\u5728\u5f00\u59cb\u90e8\u7f72\u4e4b\u524d\uff0c\u9700\u786e\u4fdd\u786c\u4ef6\u4e0e\u8f6f\u4ef6\u73af\u5883\u6ee1\u8db3\u8981\u6c42\uff1a<\/p>\n<h3>\u786c\u4ef6\u8981\u6c42<\/h3>\n<p>Groq LPU \u5361\u901a\u8fc7 PCIe 4.0 \u63a5\u53e3\u8fde\u63a5\u4e3b\u673a\uff0c\u5efa\u8bae\u4f7f\u7528\u914d\u5907\u81f3\u5c11 64 GB \u5185\u5b58\u7684 x86 \u670d\u52a1\u5668\uff0c\u5e76\u5b89\u88c5 Groq \u5b98\u65b9\u9a71\u52a8\u3002\u6ce8\u610f LPU \u529f\u8017\u53ef\u8fbe 300W\uff0c\u9700\u4fdd\u8bc1\u7535\u6e90\u53ca\u6563\u70ed\u65b9\u6848\u3002<\/p>\n<h3>\u8f6f\u4ef6\u6808\u5b89\u88c5<\/h3>\n<p>\u8bbf\u95ee\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d Groq SDK\uff0c\u5176\u4e2d\u5305\u542b\u7f16\u8bd1\u5668 groq-compiler\u3001\u8fd0\u884c\u65f6\u5e93 groq-runtime \u4ee5\u53ca\u6a21\u578b\u8f6c\u6362\u5de5\u5177\u3002\u63a8\u8350\u4f7f\u7528 Ubuntu 22.04 LTS \u6216 CentOS 8 \u53ca\u4ee5\u4e0a\u7248\u672c\u3002\u5b89\u88c5\u540e\u8fd0\u884c groq-smi \u68c0\u67e5\u8bbe\u5907\u5065\u5eb7\u72b6\u6001\u3002<\/p>\n<h2>\u6a21\u578b\u9002\u914d\u4e0e\u7f16\u8bd1\u4f18\u5316<\/h2>\n<p>Groq LPU \u652f\u6301 PyTorch \u548c ONNX \u683c\u5f0f\u7684\u6a21\u578b\uff0c\u4f46\u9700\u8981\u7ecf\u8fc7\u7279\u5b9a\u7f16\u8bd1\u6b65\u9aa4\uff1a<\/p>\n<h3>\u6a21\u578b\u8f6c\u6362<\/h3>\n<p>\u4f7f\u7528 groq-model-converter \u5de5\u5177\u5c06 Hugging Face \u6a21\u578b\u8f6c\u6362\u4e3a LPU \u53ef\u6267\u884c\u683c\u5f0f\u3002\u4f8b\u5982\uff1a<code>groq-model-converter --model-name meta-llama\/Llama-2-7b-chat-hf --output-dir .\/llama2_lpu<\/code>\u3002\u8be5\u5de5\u5177\u4f1a\u81ea\u52a8\u5904\u7406\u6743\u91cd\u5206\u7247\u4e0e\u91cf\u5316\u3002<\/p>\n<h3>\u7f16\u8bd1\u53c2\u6570\u8c03\u4f18<\/h3>\n<p>\u5728\u7f16\u8bd1\u9636\u6bb5\u53ef\u8bbe\u7f6e batch size \u4e0e sequence length \u4e0a\u9650\u3002\u63a8\u8350\u5c06 batch size \u8bbe\u4e3a 1 \u4ee5\u6700\u5927\u5316\u5355\u7528\u6237\u5ef6\u8fdf\u6027\u80fd\uff1b\u5bf9\u4e8e\u6279\u5904\u7406\u573a\u666f\uff0c\u53ef\u589e\u52a0\u81f3 8-16\u3002\u4f7f\u7528 <code>--target-latency 10ms<\/code> \u53c2\u6570\u8ba9\u7f16\u8bd1\u5668\u81ea\u52a8\u5e73\u8861\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n<h2>\u751f\u4ea7\u73af\u5883\u90e8\u7f72\u4e0e\u76d1\u63a7<\/h2>\n<p>\u5b8c\u6210\u7f16\u8bd1\u540e\uff0c\u901a\u8fc7 groq-runtime \u63d0\u4f9b REST API \u6216 gRPC \u670d\u52a1\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528 Docker \u5bb9\u5668\u5c01\u88c5\u8fd0\u884c\u65f6\u73af\u5883\uff0c\u786e\u4fdd\u9694\u79bb\u6027\u4e0e\u53ef\u79fb\u690d\u6027\u3002<\/li>\n<li>\u914d\u7f6e\u8d1f\u8f7d\u5747\u8861\u5668\uff0c\u5c06\u8bf7\u6c42\u5206\u53d1\u81f3\u591a\u4e2a LPU \u8282\u70b9\u3002<\/li>\n<li>\u501f\u52a9 Prometheus \u4e0e Grafana \u76d1\u63a7 LPU \u6e29\u5ea6\u3001\u529f\u8017\u4e0e\u63a8\u7406\u5ef6\u8fdf\uff0c\u8bbe\u7f6e\u544a\u8b66\u9608\u503c\u3002<\/li>\n<\/ul>\n<h2>\u5e38\u89c1\u95ee\u9898\u4e0e\u6392\u9519\u6280\u5de7<\/h2>\n<p>\u90e8\u7f72\u4e2d\u53ef\u80fd\u9047\u5230\u5185\u5b58\u4e0d\u8db3\u6216\u7f16\u8bd1\u5931\u8d25\u95ee\u9898\u3002\u89e3\u51b3\u65b9\u6848\uff1a\u68c0\u67e5\u6a21\u578b\u662f\u5426\u5305\u542b\u52a8\u6001\u5f62\u72b6\uff08\u5982\u5faa\u73af\u7ed3\u6784\uff09\uff0c\u9700\u5c06\u5176\u9759\u6001\u5c55\u5f00\uff1b\u6216\u964d\u4f4e\u5e8f\u5217\u957f\u5ea6\u3002\u6b64\u5916\uff0c\u786e\u4fdd\u4e3b\u673a PCIe \u94fe\u8def\u5de5\u4f5c\u5728 Gen4 x16 \u6a21\u5f0f\uff0c\u5426\u5219\u5e26\u5bbd\u4e0d\u8db3\u5c06\u5bfc\u81f4\u6027\u80fd\u4e0b\u964d\u3002\u66f4\u591a\u6545\u969c\u6392\u67e5\u6307\u5357\u53ef\u53c2\u8003\u5b98\u65b9\u793e\u533a\u8bba\u575b\u3002<\/p>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u5c06 Groq LPU \u90e8\u7f72\u81f3\u751f\u4ea7\u73af\u5883\uff0c\u5b9e\u73b0\u6781\u81f4\u63a8\u7406\u6548\u7387\u3002\u6301\u7eed\u5173\u6ce8 <a href=\"https:\/\/groq.com\" target=\"_blank\">\u5b98\u65b9\u7f51\u7ad9<\/a> \u53ef\u83b7\u53d6\u6700\u65b0\u56fa\u4ef6\u4e0e\u6027\u80fd\u66f4\u65b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Groq \u7684 LPU\uff08Language Processing Unit\uff09\u662f\u4e00\u79cd\u4e13\u4e3a\u5927\u89c4\u6a21\u8bed\u8a00\u6a21\u578b\u63a8\u7406\u4f18\u5316\u8bbe\u8ba1\u7684 [&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":[10201,10563,9327,10343,10541],"class_list":["post-8468","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-groq-lpu","tag-9327","tag-10343","tag-10541"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8468","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=8468"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8468\/revisions"}],"predecessor-version":[{"id":8469,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/8468\/revisions\/8469"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8468"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8468"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8468"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}