{"id":16457,"date":"2026-07-05T10:48:27","date_gmt":"2026-07-05T02:48:27","guid":{"rendered":"http:\/\/xinyiworld.top\/wordpress_it\/?p=16457"},"modified":"2026-07-05T10:51:49","modified_gmt":"2026-07-05T02:51:49","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e4%b8%8egpu%e7%9a%84%e5%85%b3%e7%b3%bb","status":"publish","type":"post","link":"http:\/\/xinyiworld.top\/wordpress_it\/?p=16457","title":{"rendered":"\u5927\u6a21\u578b\u4e0eGPU\u7684\u5173\u7cfb"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_16 counter-hierarchy counter-decimal ez-toc-grey\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><i class=\"ez-toc-glyphicon ez-toc-icon-toggle\"><\/i><\/a><\/span><\/div>\n<nav><ul class=\"ez-toc-list ez-toc-list-level-1\"><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/xinyiworld.top\/wordpress_it\/?p=16457\/#%E7%AC%AC%E4%B8%80%E5%B1%82%EF%BC%9A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%9C%AC%E8%B4%A8%EF%BC%88%E8%BD%AF%E4%BB%B6%E5%B1%82%E9%9D%A2%EF%BC%89\" title=\"\u7b2c\u4e00\u5c42\uff1a\u5927\u6a21\u578b\u672c\u8d28\uff08\u8f6f\u4ef6\u5c42\u9762\uff09\">\u7b2c\u4e00\u5c42\uff1a\u5927\u6a21\u578b\u672c\u8d28\uff08\u8f6f\u4ef6\u5c42\u9762\uff09<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/xinyiworld.top\/wordpress_it\/?p=16457\/#%E7%AC%AC%E4%BA%8C%E5%B1%82%EF%BC%9AGPU%E7%A1%AC%E4%BB%B6%E5%8F%82%E6%95%B0%EF%BC%88%E7%89%A9%E7%90%86%E5%B1%82%E9%9D%A2%EF%BC%89\" title=\"\u7b2c\u4e8c\u5c42\uff1aGPU\u786c\u4ef6\u53c2\u6570\uff08\u7269\u7406\u5c42\u9762\uff09\">\u7b2c\u4e8c\u5c42\uff1aGPU\u786c\u4ef6\u53c2\u6570\uff08\u7269\u7406\u5c42\u9762\uff09<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/xinyiworld.top\/wordpress_it\/?p=16457\/#%E7%AC%AC%E4%B8%89%E5%B1%82%EF%BC%9A%E9%80%89%E5%9E%8B%E9%80%9F%E6%9F%A5%E8%A1%A8%EF%BC%88%E7%9B%B4%E6%8E%A5%E6%8A%84%E4%BD%9C%E4%B8%9A%EF%BC%89\" title=\"\u7b2c\u4e09\u5c42\uff1a\u9009\u578b\u901f\u67e5\u8868\uff08\u76f4\u63a5\u6284\u4f5c\u4e1a\uff09\">\u7b2c\u4e09\u5c42\uff1a\u9009\u578b\u901f\u67e5\u8868\uff08\u76f4\u63a5\u6284\u4f5c\u4e1a\uff09<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/xinyiworld.top\/wordpress_it\/?p=16457\/#%E4%B8%80%E5%8F%A5%E8%AF%9D%E7%BB%88%E6%9E%81%E6%80%BB%E7%BB%93%EF%BC%88%E8%AE%B0%E8%BF%99%E4%B8%80%E5%8F%A5%E5%B0%B1%E5%A4%9F%E4%BA%86%EF%BC%89\" title=\"\u4e00\u53e5\u8bdd\u7ec8\u6781\u603b\u7ed3\uff08\u8bb0\u8fd9\u4e00\u53e5\u5c31\u591f\u4e86\uff09\">\u4e00\u53e5\u8bdd\u7ec8\u6781\u603b\u7ed3\uff08\u8bb0\u8fd9\u4e00\u53e5\u5c31\u591f\u4e86\uff09<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%B8%80%E5%B1%82%EF%BC%9A%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%9C%AC%E8%B4%A8%EF%BC%88%E8%BD%AF%E4%BB%B6%E5%B1%82%E9%9D%A2%EF%BC%89\"><\/span>\u7b2c\u4e00\u5c42\uff1a\u5927\u6a21\u578b\u672c\u8d28\uff08\u8f6f\u4ef6\u5c42\u9762\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u5927\u6a21\u578b = \u4e00\u4e2a\u5de8\u5927\u7684\u6982\u7387\u51fd\u6570<\/strong>\uff0c\u6838\u5fc3\u64cd\u4f5c\u662f\u201c\u6839\u636e\u4e0a\u6587\u731c\u4e0b\u4e00\u4e2aToken\u201d\u3002<\/li>\n<li><strong>\u7269\u7406\u5b9e\u4f53<\/strong>\uff1a\u7531\u51e0\u767eGB\u5230\u51e0TB\u7684<strong>\u53c2\u6570\u6587\u4ef6\uff08\u4e00\u5806\u5c0f\u6570\uff09<\/strong> + \u51e0\u5343\u884cPython\u63a8\u7406\u4ee3\u7801\u7ec4\u6210\u3002<\/li>\n<li><strong>\u8fd0\u884c\u4f9d\u8d56<\/strong>\uff1a\u4ee3\u7801\u8dd1\u5728<strong>PyTorch\/TensorFlow<\/strong>\u7b49\u8ba1\u7b97\u6846\u67b6\u4e0a\uff0c\u6846\u67b6\u8d1f\u8d23\u628a\u6570\u5b66\u8fd0\u7b97\u7ffb\u8bd1\u6210GPU\u6307\u4ee4\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%BA%8C%E5%B1%82%EF%BC%9AGPU%E7%A1%AC%E4%BB%B6%E5%8F%82%E6%95%B0%EF%BC%88%E7%89%A9%E7%90%86%E5%B1%82%E9%9D%A2%EF%BC%89\"><\/span>\u7b2c\u4e8c\u5c42\uff1aGPU\u786c\u4ef6\u53c2\u6570\uff08\u7269\u7406\u5c42\u9762\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<thead>\n<tr>\n<th style=\"text-align: left;\">\u53c2\u6570<\/th>\n<th style=\"text-align: left;\">\u4e00\u53e5\u8bdd\u4f5c\u7528<\/th>\n<th style=\"text-align: left;\">\u8c01\u6700\u5173\u5fc3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: left;\"><strong>\u663e\u5b58\u5bb9\u91cf\uff08VRAM\uff09<\/strong><\/td>\n<td style=\"text-align: left;\">\u51b3\u5b9a<strong>\u80fd\u4e0d\u80fd\u88c5\u4e0b<\/strong>\u6a21\u578b\uff08\u5305\u62ec\u53c2\u6570+KV Cache\uff09<\/td>\n<td style=\"text-align: left;\">\u4e2a\u4eba\u73a9\u5bb6\/\u5c0f\u516c\u53f8\uff08\u5355\u5361\u90e8\u7f72\uff09<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>\u663e\u5b58\u5e26\u5bbd<\/strong><\/td>\n<td style=\"text-align: left;\">\u51b3\u5b9a<strong>\u751f\u6210Token\u7684\u901f\u5ea6<\/strong>\uff08\u4f4e\u5e76\u53d1\u65f6\u662f\u7edd\u5bf9\u74f6\u9888\uff09<\/td>\n<td style=\"text-align: left;\">API\u670d\u52a1\u5546\uff08\u54cd\u5e94\u5ef6\u8fdf\uff09<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>\u7b97\u529b\uff08TFLOPS\uff09<\/strong><\/td>\n<td style=\"text-align: left;\">\u51b3\u5b9a<strong>\u9ad8\u5e76\u53d1\u65f6\u7684\u541e\u5410\u91cf<\/strong>\uff08Batch\u5927\u65f6\u662f\u74f6\u9888\uff09<\/td>\n<td style=\"text-align: left;\">\u4e91\u5382\u5546\/\u5927\u5382\u8bad\u7ec3\u96c6\u7fa4<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>\u591a\u5361\u4e92\u8054\uff08NVLink\uff09<\/strong><\/td>\n<td style=\"text-align: left;\">\u51b3\u5b9a<strong>\u591a\u5361\u534f\u4f5c\u6548\u7387<\/strong>\uff08\u80fd\u5426\u7ebf\u6027\u52a0\u901f\uff09<\/td>\n<td style=\"text-align: left;\">\u8bad\u7ec3\u5343\u4ebf\u7ea7\u6a21\u578b\u7684\u5927\u5382<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u4f18\u5148\u7ea7\u6392\u5e8f\uff08\u63a8\u7406\u573a\u666f\uff09<\/strong>\uff1a<br \/>\n\u663e\u5b58\u5bb9\u91cf &gt; \u663e\u5b58\u5e26\u5bbd &gt; \u7b97\u529b &gt; \u591a\u5361\u4e92\u8054<\/p>\n<hr \/>\n<h3><span class=\"ez-toc-section\" id=\"%E7%AC%AC%E4%B8%89%E5%B1%82%EF%BC%9A%E9%80%89%E5%9E%8B%E9%80%9F%E6%9F%A5%E8%A1%A8%EF%BC%88%E7%9B%B4%E6%8E%A5%E6%8A%84%E4%BD%9C%E4%B8%9A%EF%BC%89\"><\/span>\u7b2c\u4e09\u5c42\uff1a\u9009\u578b\u901f\u67e5\u8868\uff08\u76f4\u63a5\u6284\u4f5c\u4e1a\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<thead>\n<tr>\n<th style=\"text-align: left;\">\u4f60\u7684\u9700\u6c42<\/th>\n<th style=\"text-align: left;\">\u63a8\u8350GPU<\/th>\n<th style=\"text-align: left;\">\u5173\u952e\u7406\u7531<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: left;\"><strong>\u4e2a\u4eba\u5c1d\u9c9c<\/strong>\uff08\u8dd17B~13B\u6a21\u578b\uff09<\/td>\n<td style=\"text-align: left;\">RTX 3060 12GB \/ 4060Ti 16GB<\/td>\n<td style=\"text-align: left;\">\u663e\u5b58\u521a\u597d\u591f\uff0c\u4ef7\u683c\u4eb2\u6c11<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>\u6781\u5ba2\u73a9\u5bb6<\/strong>\uff08\u8dd170B\u91cf\u5316\u7248\uff09<\/td>\n<td style=\"text-align: left;\">RTX 4090 24GB<\/td>\n<td style=\"text-align: left;\">\u6d88\u8d39\u7ea7\u5929\u82b1\u677f\uff0c\u63a8\u7406\u901f\u5ea6\u98de\u5feb<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>\u4f01\u4e1a\u7ea7\u63a8\u7406<\/strong>\uff08\u7a33\u5b9a\u670d\u52a1\uff09<\/td>\n<td style=\"text-align: left;\">A100 80GB \/ H100 80GB<\/td>\n<td style=\"text-align: left;\">\u652f\u6301ECC\u7ea0\u9519+\u591a\u5361\u4e92\u8054\uff0c7\u00d724\u5c0f\u65f6\u4e0d\u5b95\u673a<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\"><strong>\u8bad\u7ec3\u5343\u4ebf\u7ea7\u6a21\u578b<\/strong><\/td>\n<td style=\"text-align: left;\">\u6570\u5343\u5f20H100\u96c6\u7fa4<\/td>\n<td style=\"text-align: left;\">\u7b97\u529b+\u5e26\u5bbd+\u4e92\u8054\u5168\u90e8\u62c9\u6ee1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%80%E5%8F%A5%E8%AF%9D%E7%BB%88%E6%9E%81%E6%80%BB%E7%BB%93%EF%BC%88%E8%AE%B0%E8%BF%99%E4%B8%80%E5%8F%A5%E5%B0%B1%E5%A4%9F%E4%BA%86%EF%BC%89\"><\/span>\u4e00\u53e5\u8bdd\u7ec8\u6781\u603b\u7ed3\uff08\u8bb0\u8fd9\u4e00\u53e5\u5c31\u591f\u4e86\uff09<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<blockquote>\n<p><strong>\u5927\u6a21\u578b\u662f\u201c\u4f4f\u201d\u5728GPU\u663e\u5b58\u91cc\u7684\u4e00\u4e2a\u5de8\u578b\u6570\u5b66\u51fd\u6570\uff0c\u5b83\u7684\u201c\u4f53\u91cd\u201d\u7531\u663e\u5b58\u5bb9\u91cf\u51b3\u5b9a\uff0c\u201c\u8bed\u901f\u201d\u7531\u663e\u5b58\u5e26\u5bbd\u51b3\u5b9a\uff0c\u201c\u8111\u529b\u201d\u7531\u7b97\u529b\u51b3\u5b9a\u3002<\/strong><\/p>\n<\/blockquote>\n<button class=\"simplefavorite-button\" data-postid=\"16457\" data-siteid=\"1\" data-groupid=\"1\" data-favoritecount=\"0\" style=\"\">\u6536\u85cf <i class=\"sf-icon-star-empty\"><\/i><\/button>","protected":false},"excerpt":{"rendered":"<p>\u76ee\u5f55 \u7b2c\u4e00\u5c42\uff1a\u5927\u6a21\u578b\u672c\u8d28\uff08\u8f6f\u4ef6\u5c42\u9762\uff09\u7b2c\u4e8c\u5c42\uff1aGPU\u786c\u4ef6\u53c2\u6570\uff08\u7269\u7406\u5c42\u9762\uff09\u7b2c\u4e09\u5c42\uff1a\u9009\u578b\u901f\u67e5\u8868\uff08\u76f4\u63a5\u6284\u4f5c\u4e1a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1310],"tags":[],"_links":{"self":[{"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=\/wp\/v2\/posts\/16457"}],"collection":[{"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16457"}],"version-history":[{"count":1,"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=\/wp\/v2\/posts\/16457\/revisions"}],"predecessor-version":[{"id":16458,"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=\/wp\/v2\/posts\/16457\/revisions\/16458"}],"wp:attachment":[{"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16457"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16457"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/xinyiworld.top\/wordpress_it\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16457"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}