{"id":41882,"date":"2023-12-11T23:56:00","date_gmt":"2023-12-11T15:56:00","guid":{"rendered":"https:\/\/www.granitefirm.com\/blog\/?p=41882"},"modified":"2026-03-24T10:28:13","modified_gmt":"2026-03-24T02:28:13","slug":"%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0","status":"publish","type":"post","link":"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/","title":{"rendered":"\u8f1d\u9054\u58df\u65b7\u7684\u539f\u56e0\u548c\u9762\u5c0d\u7684\u6311\u6230"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ffffff;color:#ffffff\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #ffffff;color:#ffffff\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/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-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E6%88%91%E7%9A%84%E6%9B%B8%E4%B8%AD%E6%9C%89%E9%97%9C%E8%BC%9D%E9%81%94%E7%9A%84%E5%85%A7%E5%AE%B9\" >\u6211\u7684\u66f8\u4e2d\u6709\u95dc\u8f1d\u9054\u7684\u5167\u5bb9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E9%97%9C%E6%96%BC%E8%BC%9D%E9%81%94%E7%9A%84%E8%B2%BC%E6%96%87\" >\u95dc\u65bc\u8f1d\u9054\u7684\u8cbc\u6587<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%B7%A3%E7%94%B1\" >\u7de3\u7531<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%A1%AC%E9%AB%94%E6%95%88%E8%83%BD%E7%9A%84%E6%B7%B1%E5%85%A5%E6%8E%A2%E8%A8%8E\" >\u786c\u9ad4\u6548\u80fd\u7684\u6df1\u5165\u63a2\u8a0e<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E5%85%A9%E5%A4%A7%E6%B1%BA%E5%AE%9A%E5%9B%A0%E7%B4%A0\" >\u5169\u5927\u6c7a\u5b9a\u56e0\u7d20<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E9%81%8B%E7%AE%97%E8%83%BD%E5%8A%9B%E5%92%8C%E9%81%8B%E7%AE%97%E6%95%88%E7%8E%87\" >\u904b\u7b97\u80fd\u529b\u548c\u904b\u7b97\u6548\u7387<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%A8%98%E6%86%B6%E9%AB%94%E5%92%8C%E9%A0%BB%E5%AF%AC\" >\u8a18\u61b6\u9ad4\u548c\u983b\u5bec<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E4%B8%89%E5%AE%B6%E5%85%AC%E5%8F%B8%E4%B8%BB%E5%8A%9B%E7%94%A2%E5%93%81\" >\u4e09\u5bb6\u516c\u53f8\u4e3b\u529b\u7522\u54c1<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%B6%85%E5%BE%AE\" >\u8d85\u5fae<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%8B%B1%E7%89%B9%E7%88%BE\" >\u82f1\u7279\u723e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%BC%9D%E9%81%94\" >\u8f1d\u9054<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%A0%B4%E9%99%A4%E9%8C%AF%E8%AA%A4%E7%9A%84%E8%AA%8D%E7%9F%A5\" >\u7834\u9664\u932f\u8aa4\u7684\u8a8d\u77e5<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%BF%B7%E6%80%9D\" >\u8ff7\u601d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%BB%9F%E9%AB%94%E5%B9%B3%E5%8F%B0%E6%89%8D%E6%B1%BA%E5%AE%9A%E4%B8%80%E5%88%87\" >\u8edf\u9ad4\u5e73\u53f0\u624d\u6c7a\u5b9a\u4e00\u5207<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#NVLink\" >NVLink<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E6%95%B4%E9%AB%94%E4%BD%BF%E7%94%A8%E6%88%90%E6%9C%AC\" >\u6574\u9ad4\u4f7f\u7528\u6210\u672c<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E6%9C%83%E7%B9%BC%E7%BA%8C%E4%B8%BB%E5%AE%B0%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E6%99%B6%E7%89%87%E7%9A%84%E7%90%86%E7%94%B1\" >\u6703\u7e7c\u7e8c\u4e3b\u5bb0\u4eba\u5de5\u667a\u6167\u6676\u7247\u7684\u7406\u7531<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%94%A2%E5%93%81%E6%88%90%E7%86%9F%E4%B8%94%E5%AE%8C%E6%95%B4\" >\u7522\u54c1\u6210\u719f\u4e14\u5b8c\u6574<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E5%B9%B3%E5%8F%B0%E7%9A%84%E4%B8%AD%E7%AB%8B%E6%80%A7\" >\u5e73\u53f0\u7684\u4e2d\u7acb\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E5%AE%8C%E6%95%B4%E7%9A%84%E8%BB%9F%E9%AB%94%E9%96%8B%E7%99%BC%E5%B7%A5%E5%85%B7\" >\u5b8c\u6574\u7684\u8edf\u9ad4\u958b\u767c\u5de5\u5177<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E6%9C%80%E4%BD%B3%E7%9A%84%E6%95%B4%E9%AB%94%E6%80%A7%E8%83%BD\" >\u6700\u4f73\u7684\u6574\u9ad4\u6027\u80fd<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%BC%9D%E9%81%94%E4%B8%BB%E8%A6%81%E7%9A%84%E6%8C%91%E6%88%B0\" >\u8f1d\u9054\u4e3b\u8981\u7684\u6311\u6230<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E5%9C%B0%E7%B7%A3%E6%94%BF%E6%B2%BB\" >\u5730\u7de3\u653f\u6cbb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E4%B8%AD%E5%9C%8B%E7%87%9F%E6%94%B6%E4%BD%94%E6%AF%94%E9%AB%98%E9%81%9440\" >\u4e2d\u570b\u71df\u6536\u4f54\u6bd4\u9ad8\u905440%<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%94%A2%E8%83%BD%E4%BE%9B%E7%B5%A6\" >\u7522\u80fd\u4f9b\u7d66<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%AB%B6%E7%88%AD%E8%80%85%E5%9B%9B%E8%B5%B7\" >\u7af6\u722d\u8005\u56db\u8d77<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%8F%AF%E7%82%BA\" >\u83ef\u70ba<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E8%B6%85%E5%BE%AE-2\" >\u8d85\u5fae<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E5%BC%95%E7%99%BC%E5%8F%8D%E5%A3%9F%E6%96%B7%E8%AA%BF%E6%9F%A5\" >\u5f15\u767c\u53cd\u58df\u65b7\u8abf\u67e5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%B5%90%E8%AB%96\" >\u7d50\u8ad6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/#%E7%9B%B8%E9%97%9C%E6%96%87%E7%AB%A0\" >\u76f8\u95dc\u6587\u7ae0<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%88%91%E7%9A%84%E6%9B%B8%E4%B8%AD%E6%9C%89%E9%97%9C%E8%BC%9D%E9%81%94%E7%9A%84%E5%85%A7%E5%AE%B9\"><\/span>\u6211\u7684\u66f8\u4e2d\u6709\u95dc\u8f1d\u9054\u7684\u5167\u5bb9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6211\u5728\u6700\u8fd1\u7684\u5169\u672c\u66f8\u88e1\uff0c\u90fd\u8a0e\u8ad6\u904e\u8f1d\u9054\uff08\u7f8e\u80a1\u4ee3\u78bc\uff1aNVDA\uff09\u9019\u5bb6\u516c\u53f8\uff1b\u5305\u62ec\u4e86\uff1a<\/p>\n\n\n\n<p>\u5728\u300a<a href=\"https:\/\/www.books.com.tw\/products\/0010889106?sloc=main\" target=\"_blank\" rel=\"noreferrer noopener\">\u8d85\u7d1a\u6210\u9577\u80a1\u6295\u8cc7\u6cd5\u5247<\/a>\u300b\u4e00\u66f8\u4e2d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>3-3\u7bc0\uff0c\u7b2c190-191\u9801<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u300a<a href=\"https:\/\/www.books.com.tw\/products\/0010935641?sloc=main\" target=\"_blank\" rel=\"noreferrer noopener\">10\u500d\u80a1\u6cd5\u5247<\/a>\u300b\u4e00\u66f8\u4e2d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1-1\u7bc0\uff0c\u7b2c23-24\u9801<\/li>\n\n\n\n<li>5-6\uff0c\u7b2c242-246\u9801\uff0c\u6574\u500b\u5c0f\u7bc0\u7684\u5c08\u9580\u4ecb\u7d39\u9019\u5bb6\u516c\u53f8<\/li>\n\n\n\n<li>6-2\u7bc0\uff0c\u7b2c282-285\u9801<\/li>\n\n\n\n<li>7-1\u7bc0\uff0c\u7b2c348-285\u9801<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%97%9C%E6%96%BC%E8%BC%9D%E9%81%94%E7%9A%84%E8%B2%BC%E6%96%87\"><\/span>\u95dc\u65bc\u8f1d\u9054\u7684\u8cbc\u6587<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u63d0\u9192\u60a8\uff0c\u5c0d\u8f1d\u9054\u4e0d\u662f\u5f88\u719f\u6089\u7684\u6295\u8cc7\u4eba\uff0c\u5efa\u8b70\u8acb\u5148\u8b80\u4e00\u4e0b\u6211\u4e4b\u524d\u7684\u4ee5\u4e0b\u5e7e\u7bc7\u95dc\u65bc\u8f1d\u9054\u7684\u91cd\u8981\u8cbc\u6587\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/10\/02\/%E8%B3%87%E6%9C%AC%E5%B8%82%E5%A0%B4%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E6%B3%A1%E6%B2%AB%E6%AD%A3%E5%9C%A8%E5%BD%A2%E6%88%90\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8cc7\u672c\u5e02\u5834\u7684\u4eba\u5de5\u667a\u6167\u6ce1\u6cab\u6b63\u5728\u5f62\u6210<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/07\/02\/%e5%86%8d%e8%ab%96%e8%bc%9d%e9%81%94%ef%bc%9a%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%ef%bc%8c%e8%b3%87%e6%96%99%e4%b8%ad%e5%bf%83%ef%bc%8c%e5%92%8c%e7%b9%aa%e5%9c%96%e7%9a%84%e7%b5%95%e5%b0%8d%e9%a0%98\/\">\u518d\u8ad6\u8f1d\u9054\uff1a\u4eba\u5de5\u667a\u6167\uff0c\u8cc7\u6599\u4e2d\u5fc3\uff0c\u548c\u7e6a\u5716\u7684\u7d55\u5c0d\u9818\u5148\u8005<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2021\/06\/24\/%e9%80%99%e5%ae%b6%e5%85%ac%e5%8f%b8%e6%ad%a3%e5%9c%a8%e6%94%b9%e8%ae%8a%e9%81%8a%e6%88%b2%e8%a6%8f%e5%89%87\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/www.granitefirm.com\/blog\/wp-admin\/post.php?post=2178&amp;action=edit\"><\/a><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2021\/06\/24\/%e8%bc%9d%e9%81%94%e6%94%b9%e8%ae%8a%e4%ba%86%e7%94%a2%e6%a5%ad%e7%9a%84%e9%81%8a%e6%88%b2%e8%a6%8f%e5%89%87\/\">\u8f1d\u9054\uff08nVidia\uff09 \u5982\u4f55\u8cfa\u9322\uff1f\u8f1d\u9054\u6539\u8b8a\u4e86\u7522\u696d\u7684\u904a\u6232\u898f\u5247 <\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/01\/29\/%E7%82%BA%E4%BB%80%E9%BA%BC%E6%B2%92%E6%9C%89%E4%BA%BA%E6%A8%82%E8%A6%8B%E8%BC%9D%E9%81%94%E4%BD%B5%E8%B3%BC%E5%AE%89%E8%AC%80\/\">\u70ba\u4ec0\u9ebc\u8f1d\u9054\uff08nVidia\uff09\u4f75\u8cfc\u5b89\u8b00\uff08ARM\uff09\u6703\u5931\u6557\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/\" target=\"_blank\" rel=\"noreferrer noopener\">CUDA\u8edf\u9ad4\u5982\u4f55\u5f37\u5316\u8f1d\u9054\u58df\u65b7\u7684\u8b77\u57ce\u6cb3\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/24\/%e5%9c%96%e5%bd%a2%e8%99%95%e7%90%86%e5%99%a8gpu%e4%b8%bb%e8%a6%81%e7%9a%84%e5%bb%a0%e5%95%86%e5%92%8c%e7%94%a8%e9%80%94\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5716\u5f62\u8655\u7406\u5668\uff08GPU\uff09\u4e3b\u8981\u7684\u5ee0\u5546\u548c\u7528\u9014<\/a>\u300b<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B7%A3%E7%94%B1\"><\/span>\u7de3\u7531<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u524d\u4e9b\u65e5\u5b50\uff0c<a href=\"https:\/\/finance.yahoo.com\/m\/d08905d3-488c-3f92-a499-3a25eee2f94c\/four-reasons-nvidia-will-keep.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u5df4\u502b\u5468\u520a\u6709\u7bc7\u6587\u7ae0<\/a>\uff0c\u4f5c\u8005\u63d0\u51fa\u4ed6\u7684\u770b\u6cd5\uff0c\u8a8d\u70ba\u5728\u53ef\u898b\u7684\u672a\u4f86\uff0c\u8f1d\u9054\u5c07\u7e7c\u7e8c\u4e3b\u7a82\u4eba\u5de5\u667a\u6167\u6676\u7247\u9818\u57df\u3002\u6211\u770b\u904e\u4e4b\u5f8c\uff0c\u89ba\u5f97\u8b1b\u5f97\u5f88\u6709\u9053\u7406\uff0c\u548c\u6211\u500b\u4eba\u7684\u770b\u6cd5\u985e\u4f3c\u3002\u56e0\u6b64\u4eca\u5929\u9019\u7bc7\u6587\u7ae0\u9664\u4e86\u5f15\u7528\u4ed6\u7684\u5167\u5bb9\u5916\uff0c\u4e5f\u6703\u88dc\u5145\u6211\u500b\u4eba\u7684\u770b\u6cd5\u2500\u2500\u2500\u5217\u51fa\u70ba\u4f55\u8f1d\u9054\u80fd\u53ef\u7e7c\u7e8c\u5b83\u7684\u9738\u696d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%A1%AC%E9%AB%94%E6%95%88%E8%83%BD%E7%9A%84%E6%B7%B1%E5%85%A5%E6%8E%A2%E8%A8%8E\"><\/span><strong>\u786c\u9ad4\u6548\u80fd<\/strong>\u7684\u6df1\u5165\u63a2\u8a0e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%85%A9%E5%A4%A7%E6%B1%BA%E5%AE%9A%E5%9B%A0%E7%B4%A0\"><\/span>\u5169\u5927\u6c7a\u5b9a\u56e0\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%81%8B%E7%AE%97%E8%83%BD%E5%8A%9B%E5%92%8C%E9%81%8B%E7%AE%97%E6%95%88%E7%8E%87\"><\/span>\u904b\u7b97\u80fd\u529b\u548c\u904b\u7b97\u6548\u7387<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6676\u7247\u7684\u904b\u7b97\u80fd\u529b\u5f37\u548c\u904b\u7b97\u6548\u7387\u9ad8\u662f\u5169\u500b\u6982\u5ff5\u3002\u88fd\u7a0b\u548c\u96fb\u6676\u9ad4\u7684\u6578\u91cf\u4ee3\u8868\u904b\u7b97\u80fd\u529b\uff0c\u800cCUDA\u6838\u5fc3\u7684\u6578\u91cf\uff0c\u4ee3\u8868\u8a08\u7b97\u6548\u7387\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%A8%98%E6%86%B6%E9%AB%94%E5%92%8C%E9%A0%BB%E5%AF%AC\"><\/span>\u8a18\u61b6\u9ad4\u548c\u983b\u5bec<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u81f3\u65bc\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\u548c\u8cc7\u6599\u983b\u5bec\uff0c\u6c7a\u5b9a\u4e86GPU\u5728\u904b\u4f5c\u6642\u7684\u6548\u7387\u3002\u5176\u4e2d\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\u6c7a\u5b9aGPU\u540c\u6642\u80fd\u5920\u5132\u5b58\u7684\u6700\u5927\u6578\u64da\uff0c\u800c\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\u8cc7\u6599\u983b\u5bec\uff0c\u5247\u6c7a\u5b9a\u4e86\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\u548c\u986f\u793a\u5361\u4e4b\u9593\u7684\u8cc7\u6599\u50b3\u8f38\u901f\u5ea6\u3002&nbsp;<\/p>\n\n\n\n<p>\u95dc\u65bcGPU\u7684\u4ecb\u7d39\uff0c\u8a73\u898b\u6211\u7684\u53e6\u4e00\u7bc7\u8cbc\u6587\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/24\/%e5%9c%96%e5%bd%a2%e8%99%95%e7%90%86%e5%99%a8gpu%e4%b8%bb%e8%a6%81%e7%9a%84%e5%bb%a0%e5%95%86%e5%92%8c%e7%94%a8%e9%80%94\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5716\u5f62\u8655\u7406\u5668\uff08GPU\uff09\u4e3b\u8981\u7684\u5ee0\u5546\u548c\u7528\u9014<\/a>\u300b<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E5%AE%B6%E5%85%AC%E5%8F%B8%E4%B8%BB%E5%8A%9B%E7%94%A2%E5%93%81\"><\/span>\u4e09\u5bb6\u516c\u53f8\u4e3b\u529b\u7522\u54c1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B6%85%E5%BE%AE\"><\/span>\u8d85\u5fae<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u8d85\u5fae\u6b64\u524d\u4e3b\u6253\u7684\u6676\u7247\u662fMI250X\uff0c\u767c\u4f48\u65bc2021\u5e74\u5e74\u5e95\uff0c\u63a1\u75287nm\u5de5\u85dd\uff0c\u64c1\u6709582\u5104\u500b\u6676\u9ad4\u7ba1\uff0c\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4128G\uff0c\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\u983b\u5bec3.2768 TB\/s\uff0cFP16\u5cf0\u503c\u6027\u80fd\u70ba369 TF\uff0c\u53ea\u670960\u500b\u8a08\u7b97\u55ae\u5143\u3002&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%8B%B1%E7%89%B9%E7%88%BE\"><\/span>\u82f1\u7279\u723e<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u82f1\u7279\u723e\u76ee\u524d\u4e3b\u6253\u6676\u7247Ponte Vecchio\uff0c\u540c\u6a23\u767c\u4f48\u65bc2021\u5e74\uff0c\u63a1\u75287nm\u5de5\u85dd\uff0c\u5ba3\u7a31\u6676\u9ad4\u7ba1\u6578\u91cf\u9054\u52301020\u5104\uff0c\u662f\u5168\u4e16\u754c\u6676\u9ad4\u7ba1\u6578\u91cf\u6700\u591a\u7684\u6676\u7247\u3002\u9019\u6b3e\u6676\u7247\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4128GB\uff0c\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\u983b\u5bec3.2TB\/s\uff0cFP16\u5cf0\u503c\u6548\u80fd184TF\uff0c\u904b\u7b97\u55ae\u5143102\u500b\u3002&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%BC%9D%E9%81%94\"><\/span>\u8f1d\u9054<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u4ee5\u8f1d\u9054\u57282020\u5e745\u6708\u767c\u5e03\u7684A100 GPU\u70ba\u4f8b\uff0c\u9019\u6b3e\u6676\u7247\u63a1\u75287nm\u88fd\u7a0b\u548cAmpere\u67b6\u69cb\uff0c\u64c1\u6709540\u5104\u500b\u96fb\u6676\u9ad4\u548c6912\u500bCUDA\u6838\u5fc3\uff0c\u6700\u9ad8\u53ef\u63d0\u4f9b80GB\u7684\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\uff0c\u4ee5\u53ca2TB\/s\u7684\u5168\u7403\u8d85\u5feb\u5c08\u4f9bGPU\u4f7f\u7528\u7684\u8a18\u61b6\u9ad4\u983b\u5bec\u3002\u5728\u5927\u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u5e38\u7528\u7684FP16(\u534a\u7cbe\u5ea6\u6d6e\u9ede\u904b\u7b97\uff09Tensor Core\u5cf0\u503c\u6548\u80fd\u53ef\u4ee5\u9054\u5230312TF\uff0c\u4f7f\u7528\u7a00\u758f\u8a08\u7b97\u7684\u60c5\u6cc1\u4e0b\uff0c\u53ef\u4ee5\u9054\u5230624TF\u3002&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%A0%B4%E9%99%A4%E9%8C%AF%E8%AA%A4%E7%9A%84%E8%AA%8D%E7%9F%A5\"><\/span>\u7834\u9664\u932f\u8aa4\u7684\u8a8d\u77e5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%BF%B7%E6%80%9D\"><\/span>\u8ff7\u601d<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u6709\u5169\u500b\u8ff7\u601d\uff0c\u7b2c\u4e00\u500b\u8ff7\u601d\u662f\uff0c\u82f1\u7279\u723e\u548c\u8d85\u5fae\u9019\u5169\u6b3e\u6676\u7247\u7684\u767c\u4f48\u6642\u9593\u6bd4A100\u90fd\u8981\u665a\u4e00\u5e74\uff0c\u4ed6\u5011\u771f\u6b63\u5c0d\u6a19\u7684\u5c0d\u624b\uff0c\u5176\u5be6\u61c9\u8a72\u662f\u8f1d\u9054\u57282022\u5e74\u521d\u767c\u5e03\u7684H100\uff0c\u800c\u73fe\u5728\u8f1d\u9054\u7684\u6676\u7247\u5df2\u7d93\u66f4\u65b0\u5230H200\u4e86\u3002&nbsp;<\/p>\n\n\n\n<p>\u7b2c\u4e8c\u8ff7\u601d\u5728\u65bc\uff0c\u786c\u9ad4\u6307\u6a19\u4e26\u4e0d\u5b8c\u5168\u7b49\u65bc\u6676\u7247\u7684\u6574\u9ad4\u80fd\u529b\uff0c\u8edf\u9ad4\u751f\u614b\u662f\u6c7a\u5b9a\u6676\u7247\u6548\u80fd\u548c\u4f7f\u7528\u7684\u7b2c\u4e8c\u500b\u95dc\u9375\u6307\u6a19\u3002&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%BB%9F%E9%AB%94%E5%B9%B3%E5%8F%B0%E6%89%8D%E6%B1%BA%E5%AE%9A%E4%B8%80%E5%88%87\"><\/span>\u8edf\u9ad4\u5e73\u53f0\u624d\u6c7a\u5b9a\u4e00\u5207<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u786c\u9ad4\u6c92\u6709\u4e00\u500b\u597d\u7684\u4f5c\u696d\u7cfb\u7d71\uff0c\u5c0d\u5ba2\u6236\u4f86\u8aaa\u4ecd\u7136\u4e0d\u662f\u4e00\u6b3e\u597d\u7684\u7cfb\u7d71\u3002\u800c\u9019\u88e1\u9700\u8981\u63d0\u5230\u7684\uff0c\u5c31\u5305\u62ec\u8f1d\u9054\u7684CUDA\u5e73\u53f0\u3001NVLink\u548cTensor Core\u7b49\u8edf\u9ad4\u751f\u614b\u3002&nbsp;<\/p>\n\n\n\n<p>CUDA\u5e73\u53f0\u5c31\u662f\u8f1d\u9054\u6574\u9ad4\u7684\u6838\u5fc3\uff0c\u5b83\u53ef\u4ee5\u63d0\u9ad8\u6676\u7247\u7684\u5e73\u884c\u904b\u7b97\u80fd\u529b\uff1b\u5b83\u53ef\u4ee5\u900f\u904e\u7a0b\u5f0f\u78bc\uff0c\u63d0\u9ad8GPU\u7684\u80fd\u6e90\u6548\u7387\u6bd4\uff0c\u8b93\u540c\u6a23\u7684\u5de5\u4f5c\u8017\u8cbb\u66f4\u5c11\u7684\u80fd\u6e90\u3002&nbsp;<\/p>\n\n\n\n<p>\u6b64\u5916\uff0cCUDA\u5e73\u53f0\u9084\u652f\u63f4\u5ee3\u6cdb\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u5305\u62ec\u79d1\u5b78\u904b\u7b97\u3001\u6df1\u5ea6\u5b78\u7fd2\u3001\u6a5f\u5668\u5b78\u7fd2\u3001\u5f71\u50cf\u8655\u7406\u3001\u8996\u8a0a\u8655\u7406\u7b49\u7b49\uff1b\u800c\u76ee\u524d\u5e02\u9762\u4e0a\u5927\u591a\u6578\u7a0b\u5f0f\u8a2d\u8a08\u5e2b\u5df2\u7d93\u6df1\u5ea6\u4f9d\u8cf4CUDA\u5e73\u53f0\u548c\u958b\u767c\u5de5\u5177\u3002<\/p>\n\n\n\n<p>CUDA\u5e36\u4f86\u7684\u751f\u614b\u969c\u7919\u4e5f\u985e\u4f3c\u9019\u500b\u9053\u7406\uff0c\u5176\u4ed6\u5e73\u53f0\u96d6\u7136\u4e5f\u6709\u81ea\u5df1\u7684\u8edf\u9ad4\u751f\u614b\uff0c\u4f8b\u5982\u8d85\u5fae\u6709\u81ea\u5df1\u7684GCN \u67b6\u69cb\uff0c\u82f1\u7279\u723e\u6709Xe\u67b6\u69cb\uff0c\u751a\u81f3\u70ba\u958b\u767c\u8005\u63d0\u4f9b\u985e\u4f3c\u300c\u4e00\u9375\u63db\u6a5f\u300d\u9077\u79fb\u529f\u80fd\uff0c\u4f46\u90fd\u5f88\u96e3\u8207\u8f1d\u9054\u7af6\u722d\u3002<\/p>\n\n\n\n<p>\u95dc\u65bcCUDA\uff0c\u8a73\u898b\u6211\u7684\u53e6\u4e00\u7bc7\u5c08\u6587\uff1a\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/\" target=\"_blank\" rel=\"noreferrer noopener\">CUDA\u8edf\u9ad4\u5982\u4f55\u5f37\u5316\u8f1d\u9054\u58df\u65b7\u7684\u8b77\u57ce\u6cb3\uff1f<\/a>\u300b<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"NVLink\"><\/span>NVLink<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>CUDA\u662f\u8b77\u57ce\u6cb3\u7684\u4e00\u90e8\u5206\uff0c\u5176\u4ed6\u7684\u6280\u8853\u5982NVLink\u4e5f\u81f3\u95dc\u91cd\u8981\u3002&nbsp;<\/p>\n\n\n\n<p>\u4f5c\u70ba\u5927\u6a21\u578b\u8a13\u7df4\u7684GPU\uff0c\u6c92\u6709\u4e00\u5bb6\u4f01\u696d\u6703\u55ae\u7368\u4f7f\u7528\u4e00\u5f35GPU\uff0c\u6bcf\u6b21\u90fd\u6703\u4f7f\u7528\u81f3\u5c11\u5e7e\u767e\u5f35\u5361\uff0c\u751a\u81f3\u4e0a\u842c\u5f35\u5361\u4e00\u8d77\u5efa\u7acb\u8a08\u7b97\u96c6\u7fa4\u3002NVLink\u662f\u4e00\u7a2e\u9023\u7d50\u6280\u8853\uff0c\u53ef\u5be6\u73feGPU\u4e4b\u9593\u7684\u9ad8\u901f\u3001\u4f4e\u5ef6\u9072\u7684\u4e92\u806f\u3002\u5982\u679c\u6c92\u6709\u9019\u7a2e\u6280\u8853\uff0c\u6574\u500b\u6676\u7247\u7b97\u529b\u7684\u53e2\u96c6\u5c31\u7121\u6cd5\u5be6\u73fe1+1&gt;3\u7684\u6548\u679c\uff0c\u800c\u4e14\u6703\u589e\u52a0GPU\u4e4b\u9593\u7684\u901a\u8a0a\u5ef6\u9072\uff0c\u57f7\u884c\u4efb\u52d9\u7684\u6548\u7387\u6703\u964d\u4f4e\uff0c\u6676\u7247\u7684\u529f\u8017\u6703\u589e\u52a0\uff0c\u6700\u7d42\u589e\u52a0\u6574\u500b\u7cfb\u7d71\u7684\u904b\u4f5c\u6210\u672c\u3002&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%95%B4%E9%AB%94%E4%BD%BF%E7%94%A8%E6%88%90%E6%9C%AC\"><\/span>\u6574\u9ad4\u4f7f\u7528\u6210\u672c<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u5927\u6a21\u578b\u8a13\u7df4\u5176\u5be6\u662f\u4e00\u4ef6\u975e\u5e38\u6d88\u8017\u80fd\u6e90\u7684\u4e8b\u60c5\uff0c\u5047\u8a2d\u6bcf\u5929\u7d04\u67091300\u842c\u7368\u7acb\u8a2a\u5ba2\u4f7f\u7528ChatGPT\uff0c\u90a3\u6bcf\u5929\u7684\u96fb\u8cbb\u5c31\u9700\u89815\u842c\u7f8e\u5143\u3002\u800c\u5982\u679c\u6c92\u6709NVLink\uff0c\u9019\u7b46\u6210\u672c\u9084\u6703\u6307\u6578\u4e0a\u5347\u3002&nbsp;<\/p>\n\n\n\n<p>\u6676\u7247\u67d0\u7a2e\u7a0b\u5ea6\u4e0a\u5c31\u50cf\u8cfc\u8eca\u4e00\u6a23\uff0c\u8cfc\u8eca\u53ea\u662f\u7b2c\u4e00\u6b21\u6210\u672c\uff0c\u4e4b\u5f8c\u7684\u6cb9\u8cbb\u3001\u4fdd\u990a\u3001\u4fdd\u96aa\u624d\u662f\u6210\u672c\u7684\u5927\u982d\u3002\u6240\u4ee5\u9ec3\u4ec1\u52f3\u624d\u8aaa\uff0c\u300c\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u6700\u91cd\u8981\u7684\u4e0d\u662f\u786c\u9ad4\u7d44\u6210\u7684\u6210\u672c\uff0c\u800c\u662f\u8a13\u7df4\u548c\u904b\u7528\u4eba\u5de5\u667a\u6167\u7684\u8cbb\u7528\u3002\u300d<\/p>\n\n\n\n<p>\u6240\u4ee5\uff0c\u96d6\u7136\u8d85\u5fae\u3001\u82f1\u7279\u723e\u5728\u67d0\u4e9b\u6676\u7247\u4e0a\u628a\u50f9\u683c\u5b9a\u5f97\u6bd4\u8f1d\u9054\u66f4\u4f4e\uff0c\u4f46\u662f\u5f9e\u9577\u671f\u6210\u672c\u4f86\u8003\u616e\uff0c\u5177\u6709\u66f4\u512a\u8edf\u9ad4\u751f\u614b\u548c\u5354\u540c\u3001\u914d\u5957\u5de5\u5177\u7684\u8f1d\u9054\u6676\u7247\u4ecd\u7136\u662f\u6027\u50f9\u6bd4\u6700\u9ad8\u7684\u9078\u64c7\u3002&nbsp;<\/p>\n\n\n\n<p>\u7d9c\u5408\u4f86\u770b\uff0c\u7121\u8ad6\u662f\u5f9e\u786c\u9ad4\u6548\u80fd\uff0c\u9084\u662f\u8edf\u9ad4\u751f\u614b\uff1b\u7121\u8ad6\u662f\u5f9e\u958b\u767c\u5de5\u5177\u548c\u90e8\u7f72\u5de5\u5177\uff0c\u5230\u9577\u671f\u4f7f\u7528\u7684\u6210\u672c\u548c\u53ef\u958b\u767c\u61c9\u7528\u5834\u666f\u3002\u5c0d\u6bd4\u540c\u985e\u7af6\u722d\u5c0d\u624b\uff0c\u8f1d\u9054\u90fd\u5c6c\u65bc\u6700\u6709\u6027\u50f9\u6bd4\uff0c\u800c\u4e14\u662f\u9059\u9059\u9818\u5148\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9C%83%E7%B9%BC%E7%BA%8C%E4%B8%BB%E5%AE%B0%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E6%99%B6%E7%89%87%E7%9A%84%E7%90%86%E7%94%B1\"><\/span>\u6703\u7e7c\u7e8c\u4e3b\u5bb0\u4eba\u5de5\u667a\u6167\u6676\u7247\u7684\u7406\u7531<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%94%A2%E5%93%81%E6%88%90%E7%86%9F%E4%B8%94%E5%AE%8C%E6%95%B4\"><\/span>\u7522\u54c1\u6210\u719f\u4e14\u5b8c\u6574<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8f1d\u9054\u64c1\u6709\u6700\u6210\u719f\u7684\u4eba\u5de5\u667a\u6167\u6280\u8853\u7522\u54c1\u3002\u8a72\u516c\u53f8\u82b1\u4e86\u5341\u591a\u5e74\u6642\u9593\u89e3\u6c7a\u5176\u8edf\u9ad4\u7a0b\u5f0f\u751f\u614b\u7cfb\u7d71 CUDA 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class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8f1d\u9054\u662f\u4e2d\u7acb\u7684\u786c\u9ad4\u5e73\u53f0\uff0c\u548c\u5404\u96f2\u7aef\u5ee0\u5546\u7684\u5e73\u53f0\u7121\u95dc\uff0c\u56e0\u70ba\u96f2\u7aef\u5e73\u53f0\u57fa\u672c\u4e0a\u90fd\u662f\u8edf\u9ad4\u3002\u5ba2\u6236\u53ef\u4ee5\u5c07\u8f1d\u9054\u652f\u63f4\u7684\u5de5\u4f5c\u8ca0\u8f09\u5f9e\u4e00\u500b\u96f2\u7aef\u5e73\u53f0\u8f49\u79fb\u5230\u53e6\u4e00\u500b\u96f2\u7aef\u5e73\u53f0\uff0c\u7dad\u6301\u4e86\u5fc5\u8981\u79fb\u690d\u6642\u7684\u9748\u6d3b\u6027\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u4e9e\u99ac\u905c\u6216\u8c37\u6b4c\u7684\u7af6\u722d\u5c0d\u624b\u4eba\u5de5\u667a\u6167\u6676\u7247\u7522\u54c1\u537b\u5343\u65b9\u767e\u8a08\u5730\u5c07\u7528\u6236\u9396\u5b9a\u5728\u4ed6\u5011\u7684\u96f2\u7aef\u5e73\u53f0\u4e0a\uff1b\u9019\u7a2e\u505a\u6cd5\u964d\u4f4e\u4e86\u8f49\u5411\u5176\u4ed6\u63d0\u4f9b\u66f4\u4fbf\u5b9c\u670d\u52d9\u6216\u66f4\u597d\u6280\u8853\u7684\u4f9b\u61c9\u5546\u7684\u9748\u6d3b\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%8C%E6%95%B4%E7%9A%84%E8%BB%9F%E9%AB%94%E9%96%8B%E7%99%BC%E5%B7%A5%E5%85%B7\"><\/span>\u5b8c\u6574\u7684\u8edf\u9ad4\u958b\u767c\u5de5\u5177<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u958b\u767c\u4eba\u54e1\u4e4b\u6240\u4ee5\u5805\u6301\u4f7f\u7528\u8f1d\u9054\u7684\u7522\u54c1\uff0c\u662f\u56e0\u70ba\u5176\u6578\u5341\u5e74\u7684\u5e73\u53f0\u7a69\u5b9a\u6027\u3001\u5de8\u5927\u7684\u5e02\u4f54\u3001\u53ef\u6db5\u84cb\u8a31\u591a\u7522\u696d\u7684\u7279\u5b9a\u5de5\u5177\uff0c\u4ee5\u53ca\u5411\u5f8c\u76f8\u5bb9\u6027\u7684\u8072\u8b7d\u3002<\/p>\n\n\n\n<p>\u8f1d\u9054\u57f7\u884c\u9577\u9ec3\u4ec1\u52f2\u8868\u793a\uff1a\u300c\u6240\u6709\u5728\u8f1d\u9054\u4e4b\u4e0a\u69cb\u5efa\u7684\u6280\u8853\u767c\u660e\u90fd\u662f\u9577\u5e74\u7d2f\u7a4d\u800c\u6210\u7684\u3002\u300d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%9C%80%E4%BD%B3%E7%9A%84%E6%95%B4%E9%AB%94%E6%80%A7%E8%83%BD\"><\/span>\u6700\u4f73\u7684\u6574\u9ad4\u6027\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7136\u5f8c\u662f\u6027\u80fd\u3002\u7576\u5ba2\u6236\u8a55\u4f30\u8a72\u516c\u53f8\u7684\u8edf\u9ad4\u3001\u7cfb\u7d71\u786c\u9ad4\u548c\u7db2\u8def\u786c\u9ad4\u7d44\u5408\u6642\uff0c\u8f1d\u9054\u4ecd\u7136\u63d0\u4f9b\u4e86\u6700\u4f73\u7684\u6574\u9ad4\u80fd\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%BC%9D%E9%81%94%E4%B8%BB%E8%A6%81%E7%9A%84%E6%8C%91%E6%88%B0\"><\/span>\u8f1d\u9054\u4e3b\u8981\u7684\u6311\u6230<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9C%B0%E7%B7%A3%E6%94%BF%E6%B2%BB\"><\/span>\u5730\u7de3\u653f\u6cbb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u70ba\u4e86\u9632\u6b62\u4e2d\u570b\u8d85\u8d8a\u7f8e\u570b\uff0c\u7f8e\u570b\u4e0d\u65b7\u5730\u52a0\u5927\u570d\u5835\u4e2d\u570b\u7684\u7bc4\u570d\uff0c\u5176\u4e2d\u534a\u5c0e\u9ad4\u7981\u904b\u662f\u91cd\u8981\u7684\u4e00\u74b0\u3002\u800c\u5176\u4e2d\u7684\u4eba\u5de5\u667a\u6167\u6676\u7247\uff0c\u66f4\u662f\u7f8e\u570b\u653f\u5e9c\u7981\u904b\u7684\u91cd\u9ede\u2500\u2500\u2500\u800c\u8f1d\u9054\u662f\u5176\u4e2d\u53d7\u5275\u6700\u6df1\u7684\u4f01\u696d\uff0c\u56e0\u70ba\u8f1d\u9054\u6709\u56db\u5206\u4e4b\u4e00\u4ee5\u4e0a\u7684\u71df\u6536\u4f86\u81ea\u4e2d\u570b\u3002\u70ba\u4e86\u7b26\u5408\u7f8e\u570b\u653f\u5e9c\u4e0d\u65b7\u5f37\u5316\u7684\u6676\u7247\u7981\u904b\u898f\u5b9a\uff0c\u8f1d\u9054\u5df2\u7d93\u5169\u6b21\u88ab\u8feb\u91dd\u5c0d\u4e2d\u570b\u5e02\u5834\uff0c\u63a8\u51fa\u529f\u80fd\u964d\u968e\u7248\u672c\u7684\u6676\u7247\uff0c\u4ee5\u7b26\u5408\u7f8e\u570b\u7684\u7981\u4ee4\u3002<\/p>\n\n\n\n<p>\u7f8e\u570b\u7684\u7981\u4ee4\u53ea\u6703\u6108\u4f86\u6108\u56b4\u683c\uff0c\u8f1d\u9054\u7684\u60e1\u5922\u4e0d\u6703\u505c\u6b62\uff0c\u71df\u6536\u53d7\u5f71\u97ff\u7684\u7bc4\u570d\u53ea\u6703\u6108\u4f86\u6108\u5927\u3002<\/p>\n\n\n\n<p>2023\u5e7412\u6708\uff0c\u7f8e\u570b\u5546\u52d9\u90e8\u2ed1\u96f7\u8499\u591a\uff08Gina Raimondo\uff09\u8b66\u544a\uff0c\u6703\u96a8\u6642\u4fee\u6539\u51fa\u2f1d\u6cd5\u4ee4\uff0c\u52d9\u5fc5\u8981\u963b\u2f4c\u4e2d\u570b\u5229\u2f64\u7f8e\u2f45\u6280\u8853\u767c\u5c55\u4eba\u5de5\u667a\u6167\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%AD%E5%9C%8B%E7%87%9F%E6%94%B6%E4%BD%94%E6%AF%94%E9%AB%98%E9%81%9440\"><\/span>\u4e2d\u570b\u71df\u6536\u4f54\u6bd4\u9ad8\u905440%<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>2023\u5e7412\u6708\uff0c\u9ec3\u4ec1\u52f3\u5766\u627f\uff0c\u8f1d\u9054\u78ba\u5be6\u5728\u65b0\u52a0\u5761\u70ba\u4e2d\u570b\u5ba2\u2f3e\u63d0\u4f9b\u670d\u52d9\u3002\u5728\u65b0\u52a0\u5761\u8a2d\u6709\u5206\u8655\u7684\u4e2d\u570b\u5de8\u64d8\u5305\u62ec\u6296\u2fb3\u2e9f\u516c\u53f8\u5b57\u7bc0\u8df3\u52d5\uff08ByteDance\uff09\u3001\u9a30\u8a0a\u63a7\u80a1\u3001\u53ca\u963f\u2fa5\u5df4\u5df4\uff08Alibaba Group\uff09\u624d\u662f\u8f1d\u9054\u5728\u65b0\u52a0\u5761\u4e3b\u8981\u7684\u71df\u6536\u4f86\u6e90\u3002\u6839\u64da\u4e3b\u7ba1\u6a5f\u95dc\u516c\u544a\uff0c2023\u5e74\u7b2c3\u5b63\uff0c\u65b0\u52a0\u5761\u5c0d\u8f1d\u9054\u7684\u71df\u6536\u5360\u6bd4\u7d04\u70ba15%\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u82e5\u52a0\u4e0a\u65b0\u52a0\u5761\u768415%\uff0c\u4e2d\u570b\u5e02\u5834\u5176\u5be6\u4f54\u53bb\u8f1d\u905440%\u7684\u516c\u53f8\u7e3d\u71df\u6536\uff0c\u9019\u4e5f\u662f\u70ba\u4f55\u8f1d\u9054\u9858\u610f\u4e00\u518d\u7834\u4f8b\uff0c\u9023\u5169\u6b21\u55ae\u70ba\u4e2d\u570b\u63a8\u51fa\u7279\u88fd\u7248\u672c\u7684\u7522\u54c1\uff0c\u4ee5\u898f\u907f\u7f8e\u570b\u5546\u52d9\u90e8\u4e00\u518d\u7dca\u7e2e\u7684\u6cd5\u4ee4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%94%A2%E8%83%BD%E4%BE%9B%E7%B5%A6\"><\/span>\u7522\u80fd\u4f9b\u7d66<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6211\u5728\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/10\/02\/%E8%B3%87%E6%9C%AC%E5%B8%82%E5%A0%B4%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E6%B3%A1%E6%B2%AB%E6%AD%A3%E5%9C%A8%E5%BD%A2%E6%88%90\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8cc7\u672c\u5e02\u5834\u7684\u4eba\u5de5\u667a\u6167\u6ce1\u6cab\u6b63\u5728\u5f62\u6210<\/a>\u300b\u6587\u4e2d\u5c31\u63d0\u904e\uff0c\u8f1d\u9054\u7684\u4eba\u5de5\u667a\u6167\u6676\u7247\u8fd1\u5169\u5e74\u4f86\u90fd\u4f9b\u4e0d\u61c9\u6c42\uff0c\u9019\u7a2e\u751c\u871c\u7684\u8ca0\u64d4\u8b93\u8f1d\u9054\u7684\u71df\u6536\u640d\u5931\u6975\u5176\u6158\u91cd\u3002<\/p>\n\n\n\n<p>\u5275\u5efa\u6700\u8907\u96dc\u7684\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\uff0c\u901a\u5e38\u6703\u7528\u5230\u6578\u4ee5\u842c\u9846\u7684\u8f1d\u9054\u6700\u5148\u9032\u7684GPU\u300cH100\u300d\u3002\u7f8e\u570b\u300a\u5df4\u9686\u5468\u520a\u300b\uff08Barron&#8217;s\uff09\u5c08\u6b04\u4f5c\u5bb6\u66fe\u6307\u51fa\uff0c\u8f1d\u9054\u6bcf\u9846H100\u6676\u7247\u88fd\u9020\u6210\u672c\u7d043320\u7f8e\u5143\uff08\u7d04\u65b0\u53f0\u5e6310.56\u842c\u5143\uff09\uff0c\u4f46\u55ae\u50f9\u9ad8\u90542.5\u842c\u7f8e\u5143\u81f33\u842c\u7f8e\u5143\uff08\u7d04\u65b0\u53f0\u5e6379.55\u842c\u81f395.46\u842c\u5143\uff09\u3002\u64da\u5206\u6790\u5e2b\u4f30\u7b97\uff0c\u8f1d\u90541\u5e74\u7522\u80fd\u7d04120\u842c\u9846\uff0c\u4f46\u4ecd\u96e3\u4ee5\u6eff\u8db3\u9700\u6c42\u3002<\/p>\n\n\n\n<p>\u5c24\u65bc\u53f0\u7a4d\u96fb\u7522\u80fd\u53d7\u9650\uff0c\u800c\u4e14\u50f9\u683c\u8f03\u9ad8\uff0c\u91cd\u8981\u7684\u662f\u8f1d\u9054\u6c38\u9060\u4e0d\u53ef\u80fd\u6436\u5230\u53f0\u7a4d\u96fb\u6700\u65b0\u88fd\u7a0b\u7684\u9996\u6279\u5ba2\u6236\uff0c\u56e0\u70ba\u860b\u679c\u7684\u8a02\u55ae\u91cf\u9060\u5927\u65bc\u8f1d\u9054\u3002\u9019\u903c\u5f97\u8f1d\u9054\u5fc5\u9700\u627e\u4e0a\u4e09\u661f\uff0c\u4e5f\u6709\u5a92\u9ad4\u81c6\u6e2c\uff0c\u82f1\u7279\u723e\u4ee3\u5de5\u4e8b\u696d\u90e8\u9580\u6240\u4e0d\u9858\u516c\u4f48\u7684\u5927\u578b\u6676\u7247\u5ba2\u6236\u5c31\u662f\u8f1d\u9054\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%AB%B6%E7%88%AD%E8%80%85%E5%9B%9B%E8%B5%B7\"><\/span>\u7af6\u722d\u8005\u56db\u8d77<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8f1d\u9054\u7684\u5c0d\u624b\u4e3b\u8981\u6709\u4ee5\u4e0b\u4e09\u5927\u985e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7b2c\u4e00\u7a2e\u662f\u8d85\u5fae\uff0c\u82f1\u7279\u723e\uff0c\u548c\u9ad8\u901a\u7b49\u50b3\u7d71\u7684\u6676\u7247\u8a2d\u8a08\u696d\u8005\u7b49\u8001\u5c0d\u624b\u3002<\/li>\n\n\n\n<li>\u7b2c\u4e8c\u7a2e\u662f\u8fd1\u5e74\u624d\u5d1b\u8d77\u7684\u5c0f\u578b\u4eba\u5de5\u667a\u6167\u6676\u7247\u7684\u8a2d\u8a08\u5546\uff0c\u5305\u62ecSambaNova\u3001Cerebras Systems\u3001Graphcore\u3001Groq\u3001Tenstorrent\u3001Hailo\u3001Mythic\uff0cKAIST\u7684C-Transformer\uff0c\u5bd2\u6b66\u7d00\uff0c\u5730\u5e73\u7dda\u7b49\u3002<\/li>\n\n\n\n<li>\u53e6\u4e00\u7a2e\u662f\u8fd1\u5e74\u4f86\u81ea\u5df1\u8a2d\u8a08\u51fa\u4eba\u5de5\u667a\u6167\u6676\u7684\u8f1d\u9054\u7684\u8d85\u5927\u578b\u5ba2\u6236\uff0c\u4ed6\u5011\u90fd\u6709\u6df1\u4e0d\u898b\u5e95\u7684\u8cc7\u6e90\u548c\u4eba\u624d\uff0c\u52a0\u4e0a\u5c0d\u8f1d\u9054\u4eba\u5de5\u667a\u6167\u6676\u7247\u9f90\u5927\u7684\u9700\u6c42\u3002\u9019\u985e\u5c0d\u624b\u5305\u62ec\u4e86\u7f8e\u570b\u7684\u5fae\u8edf\uff0c\u5b57\u6bcd\uff0cMeta\uff0c\u860b\u679c\uff1b\u6216\u662f\u4e2d\u570b\u7684\u83ef\u70ba\uff0c\u963f\u91cc\u5df4\u5df4\uff0c\u767e\u5ea6\uff0c\u9a30\u8a0a\u3002\u57fa\u672c\u4e0a\uff0c\u9019\u985e\u5c0d\u624b\u958b\u767c\u5de5\u667a\u6167\u6676\u7247\u4e3b\u8981\u662f\u81ea\u5df1\u4f7f\u7528\uff0c\u4e0d\u6703\u51fa\u552e\uff0c\u81f3\u5c11\u5230\u4eca\u5929\u70ba\u6b62\u662f\u5982\u6b64\u3002\u4f46\u83ef\u70ba\u4f8b\u5916\uff0c \u672c\u6587\u4e0b\u4e00\u5c0f\u6bb5\u6703\u518d\u63d0\u53ca\uff0c\u4f46\u95dc\u65bc\u83ef\u70ba\uff0c\u63a8\u85a6\u5404\u4f4d\u53c3\u898b\u6211\u7684\u5c08\u6587<span style=\"font-size: revert;\">\u300a<\/span><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/02\/20\/%e7%84%a1%e6%89%80%e4%b8%8d%e8%83%bd%e7%9a%84%e8%8f%af%e7%82%ba\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7121\u6240\u4e0d\u80fd\u7684\u83ef\u70ba\uff08Huawei\uff09\u662f\u5982\u4f55\u8cfa\u9322\u7684\uff1f<\/a><span style=\"font-size: revert;\">\u300b<\/span>\u8a73\u7d30\u7684\u4ecb\u7d39\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f46\u4e0d\u8ad6\u662f\u4e0a\u9762\u6240\u5217\u7684\u90a3\u4e00\u7a2e\uff0c\u9019\u4e9b\u5c0d\u624b\u300c\u77ed\u671f\u300d\uff0c\u751a\u81f3\u300c\u4e2d\u671f\u300d\u4e4b\u5167\uff0c\u90fd\u4e0d\u6703\u6210\u70ba\u5920\u4efd\u91cf\u6216\u5f37\u5927\u5230\u80fd\u6210\u70ba\u5a01\u8105\u8f1d\u9054\u7684\u5c0d\u624b\u3002<\/p>\n\n\n\n<p>\u8b80\u8005\u53ef\u4ee5\u53c3\u898b\u6211\u5148\u524d\u7684\u9019\u4e00\u7bc7\u8cbc\u6587\uff1a\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/04\/11\/%e7%be%8e%e8%82%a1%e4%b8%bb%e8%a6%81%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e4%b8%8a%e5%b8%82%e5%85%ac%e5%8f%b8\/\">\u7f8e\u80a1\u4e3b\u8981\u7684\u4eba\u5de5\u667a\u6167\u4e0a\u5e02\u516c\u53f8<\/a>\u300b\u3002\u4f46\u9019\u90e8\u4efd\u4e0d\u662f\u4eca\u5929\u7684\u4e3b\u984c\uff0c\u6709\u6a5f\u6703\u548c\u6642\u9593\u7684\u8a71\uff0c\u6211\u6703\u518d\u5beb\u7bc7\u5c08\u9580\u7684\u6587\u7ae0\u4f86\u6df1\u5165\u8a0e\u8ad6\u9019\u500b\u4e3b\u984c\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%8F%AF%E7%82%BA\"><\/span>\u83ef\u70ba<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>2023\u5e7412\u67086\u65e5\uff0c\u9ec3\u4ec1\u52f3\u5728\u8a2a\u554f\u65b0\u52a0\u5761\u6642\u9996\u6b21\u8868\u793a\uff1a\u83ef\u70ba\u975e\u5e38\u96e3\u5c0d\u4ed8\uff0c\u516c\u53f8\u5df2\u7d93\u5c07\u83ef\u70ba\u5217\u70ba\u300c\u975e\u5e38\u96e3\u5c0d\u4ed8\u300d\uff08very formidable\uff09\u7684\u4eba\u5de5\u667a\u6167\u6676\u7247\u7684\u4e3b\u8981\u7af6\u722d\u5c0d\u2f3f\u4e4b\u4e00\u3002<\/p>\n\n\n\n<p>2024\u5e742\u670823\u65e5\uff0c\u8f1d\u9054\u5728\u5411\u7f8e\u570b\u8b49\u5238\u4ea4\u6613\u59d4\u54e1\u6703\u63d0\u4ea4\u7684\u6587\u4ef6\u4e2d\u9996\u6b21\u5c07\u83ef\u70ba\u78ba\u5b9a\u70ba\u5305\u62ec\u4eba\u5de5\u667a\u6167\u6676\u7247\u5728\u5167\u7684\u591a\u500b\u985e\u5225\u7684\u9802\u7d1a\u7af6\u722d\u5c0d\u624b\u3002\u8f1d\u9054\u8868\u793a\uff0c\u4e2d\u570b\u83ef\u70ba\u5728\u4f9b\u61c9\u4eba\u5de5\u667a\u6167\u6676\u7247\u65b9\u9762\u5b58\u5728\u7af6\u722d\uff0c\u4f8b\u5982GPU\u3001CPU\u548c\u7db2\u8def\u6676\u7247\u3002 \u8f1d\u9054\u9084\u5c07\u83ef\u70ba\u5b9a\u4f4d\u70ba\u96f2\u7aef\u670d\u52d9\u516c\u53f8\uff0c\u5df2\u7d93\u8a2d\u8a08\u81ea\u5df1\u7684\u786c\u9ad4\u548c\u8edf\u9ad4\u4ee5\u6539\u5584\u4eba\u5de5\u667a\u6167\u904b\u7b97\u3002<\/p>\n\n\n\n<p>\u8f1d\u9054\u5728\u5411\u7f8e\u570b\u8b49\u5238\u4ea4\u6613\u59d4\u54e1\u6703\u63d0\u4ea4\u7684\u540c\u4e00\u4efd\u6587\u4ef6\u4e2d\uff0c\u540c\u6642\u4e5f\u6307\u51fa\u7684\u5176\u4ed6\u7af6\u722d\u5c0d\u624b\u5305\u62ec\u82f1\u7279\u723e\u3001\u8d85\u5fae\u3001\u535a\u901a\u548c\u9ad8\u901a\u3002 \u8a72\u6676\u7247\u516c\u53f8\u9084\u78ba\u5b9a\u4e86\u5e7e\u5bb6\u5927\u578b\u96f2\u7aef\u904b\u7b97\u516c\u53f8\uff0c\u4f8b\u5982\u4e9e\u99ac\u905c\u548c\u5fae\u8edf\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B6%85%E5%BE%AE-2\"><\/span>\u8d85\u5fae<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u8d85\u5fae\u662f\u8f1d\u9054\u7684\u8001\u5c0d\u624b\uff0c\u4f46\u6536\u6548\u751a\u5fae\u3002\u53ef\u662f\u8fd1\u5e74\u8d85\u5fae\u5728\u5404\u65b9\u9762\u6025\u8d77\u76f4\u8ffd\uff0c\u8d85\u5fae\u5982\u4eca\u5df2\u975e\u7576\u5e74\u7684\u5433\u4e0b\u963f\u8499\u3002\u9019\u90e8\u4efd\u8acb\u53c3\u95b1\u6211\u7684\u53e6\u4e00\u7bc7\u8cbc\u6587\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/02\/05\/%e9%95%b7%e5%b9%b4%e8%80%81%e4%ba%8c%e7%9a%84%e8%b6%85%e5%be%ae%e8%a1%a8%e7%8f%be%e7%82%ba%e4%bd%95%e4%bb%a4%e4%ba%ba%e4%b8%80%e5%86%8d%e8%b7%8c%e7%a0%b4%e7%9c%bc%e9%8f%a1%ef%bc%9f\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9577\u5e74\u8001\u4e8c\u7684\u8d85\u5fae\uff08AMD\uff09\u8868\u73fe\u70ba\u4f55\u4ee4\u4eba\u77a0\u76ee\u7d50\u820c\uff1f<\/a>\u300b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%BC%95%E7%99%BC%E5%8F%8D%E5%A3%9F%E6%96%B7%E8%AA%BF%E6%9F%A5\"><\/span>\u5f15\u767c\u53cd\u58df\u65b7\u8abf\u67e5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u7531\u65bc\u8f1d\u9054\u5728\u5716\u5f62\u986f\u793a\u548c\u4eba\u5de5\u667a\u6167\u6676\u7247\u7684\u5f37\u5927\u5e02\u4f54\uff0c\u76ee\u524d\u5df2\u7d93\u5f15\u767c\u5404\u570b\u653f\u5e9c\u7684\u4e0d\u5b89\u3002\u622a\u81f3\u4eca\u65e5\u70ba\u6b62\uff0c\u5df2\u77e5\u7684\u5c31\u6709\u6cd5\u570b\uff0c\u6b50\u76df\uff0c\u4e2d\u570b\u5c0d\u8f1d\u9054\u958b\u59cb\u9032\u884c\u53cd\u58df\u65b7\u7684\u8abf\u67e5\u3002\u5c0d\u8f1d\u9054\u800c\u8a00\uff0c\u9019\u6703\u662f\u4e00\u689d\u6f2b\u6f2b\u7684\u9577\u8def\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E8%AB%96\"><\/span>\u7d50\u8ad6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u62dc\u4eba\u5de5\u667a\u6167\u548c\u6a2a\u7a7a\u51fa\u4e16\u7684ChatGPT\u7684\u63a8\u6ce2\u52a9\u703e\uff0c\u8f1d\u90542023\u5e74\u4e00\u5e74\u6240\u8cfa\u7684\u9322\uff0c\u8d85\u904e\u5b83\u4e0a\u5e02\u4ee5\u4f86\u7684\u524d25\u5e74\u7684\u7e3d\u548c\u3002<\/p>\n\n\n\n<p>\u8f1d\u9054\u7684\u58df\u65b7\u662f\u771f\u7684\uff0c\u7d55\u4e0d\u662f\u6ce1\u6cac\uff0c\u5225\u4eba\u4e91\u4ea6\u4e91\u3002\u5728\u80a1\u7968\u5e02\u5834\u88e1\uff0c\u7fa4\u773e\u7684\u610f\u898b\u901a\u5e38\u662f\u53cd\u6307\u6a19\uff1b\u56e0\u70ba\u7fa4\u773e\u6c38\u9060\u662f\u76f2\u76ee\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"243\" height=\"68\" src=\"https:\/\/www.granitefirm.com\/blog\/wp-content\/uploads\/2023\/12\/n-1600x1200-1.jpg\" alt=\"\u8f1d\u9054\" class=\"wp-image-42726\"\/><figcaption class=\"wp-element-caption\">credit: Nvidia<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%9B%B8%E9%97%9C%E6%96%87%E7%AB%A0\"><\/span>\u76f8\u95dc\u6587\u7ae0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2026\/03\/23\/%e9%ad%8f%e5%93%b2%e5%ae%b6%e5%b0%8d%e4%b8%ad%e5%9c%8b%e6%a9%9f%e5%99%a8%e4%ba%ba%e7%9a%84%e9%a7%ad%e4%ba%ba%e8%81%bd%e8%81%9e%e7%99%bc%e8%a8%80\/\">\u53f0\u7a4d\u96fb\u9b4f\u54f2\u5bb6\u5c0d\u4e2d\u570b\u6a5f\u5668\u4eba\u7684\u99ed\u4eba\u807d\u805e\u767c\u8a00\uff0c\u548c\u9ec3\u4ec1\u52f2\u76f8\u6bd4\u9ad8\u4e0b\u7acb\u5224<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/10\/14\/%e8%bc%9d%e9%81%94%e7%9a%84%e6%8a%95%e8%b3%87%e5%b8%9d%e5%9c%8b\/\">\u8f1d\u9054\u7684\u6295\u8cc7\u5e1d\u570b\uff0c\u6295\u8cc7\u7d44\u5408\u88e1\u6709\u90a3\u4e9b\u516c\u53f8\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/30\/%e4%b8%ad%e5%9c%8b%e6%8d%a8%e6%a3%84%e8%a5%bf%e6%96%b9%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e6%99%b6%e7%89%87\/\">\u4e2d\u570b\u6368\u68c4\u897f\u65b9\u4eba\u5de5\u667a\u6167\u6676\u7247\uff0c\u6c7a\u5b9a\u8d70\u81ea\u5df1\u7684\u8def<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/24\/ai%e6%8e%a8%e7%90%86%e6%99%b6%e7%89%87%e5%92%8c%e8%a8%93%e7%b7%b4%e6%99%b6%e7%89%87%e6%9c%89%e4%bd%95%e4%b8%8d%e5%90%8c%ef%bc%9f\/\">AI\u63a8\u7406\u6676\u7247\u548c\u8a13\u7df4\u6676\u7247\u6709\u4f55\u4e0d\u540c\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/07\/06\/%e8%bc%9d%e9%81%94%e6%8a%95%e8%b3%87%e4%ba%ba%e5%bf%85%e8%ae%80%e7%9a%84%e9%bb%83%e4%bb%81%e5%8b%b3%e5%82%b3-%e8%bc%9d%e9%81%94%e5%89%b5%e8%be%a6%e5%8f%b2\/\">\u8f1d\u9054\u6295\u8cc7\u4eba\u5fc5\u8b80\u7684\u300a\u9ec3\u4ec1\u52f3\u50b3\uff08The Thinking Machine\uff09\u300b<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/05\/19\/coreweave\/\">\u64c1\u6709AI\u6642\u4ee3\u6700\u91cd\u8981\u8ecd\u706b\u5eab\u7684CoreWeave\u5982\u4f55\u8cfa\u9322\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/08\/22\/applied-digital%e5%a6%82%e4%bd%95%e8%b3%ba%e9%8c%a2%ef%bc%9f\/\">Applied Digital\u5982\u4f55\u8cfa\u9322\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/02\/08\/%e6%b7%b1%e5%ba%a6%e6%b1%82%e7%b4%a2deepseek%e5%b0%8d%e5%85%a8%e7%90%83%e7%9a%84%e5%bd%b1%e9%9f%bf\/\">\u6df1\u5ea6\u6c42\u7d22\uff08DeepSeek\uff09\u5c0d\u5168\u7403AI\u548c\u80a1\u5e02\u6240\u9020\u6210\u7684\u885d\u64ca<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/05\/15\/%e5%85%a8%e4%b8%96%e7%95%8c%e8%bc%83%e7%9f%a5%e5%90%8d%e7%9a%84%e5%af%a1%e4%bd%94%e4%bc%81%e6%a5%ad\/\">\u5168\u4e16\u754c\u8f03\u77e5\u540d\u7684\u5be1\u4f54\u4f01\u696d<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/02\/12\/%e4%b8%ad%e5%9c%8b%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84%e9%80%b2%e5%b1%95%e5%92%8c%e9%a0%82%e5%b0%96%e7%9a%84%e4%bc%81%e6%a5%ad\/\">\u4e2d\u570b\u4eba\u5de5\u667a\u6167\u7684\u9032\u5c55\u548c\u9802\u5c16\u7684\u4f01\u696d<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/10\/09\/2024%e8%ab%be%e8%b2%9d%e7%88%be%e7%89%a9%e7%90%86%e7%8d%8e%e5%be%97%e4%b8%bb%e8%be%9b%e9%a0%93%e5%b9%ab%e5%8a%a9%e8%bc%9d%e9%81%94%e8%ae%8a%e6%88%90%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e7%9a%84\/\">2024\u5e74\u8afe\u8c9d\u723e\u7269\u7406\u734e\u5f97\u4e3b\u8f9b\u9813\uff08Geoffrey Hinton\uff09\u7121\u610f\u4e2d\u5e6b\u52a9\u8f1d\u9054\u5f9e\u5716\u5f62\u6676\u7247\u5546\u7a81\u7136\u8b8a\u6210\u4eba\u5de5\u667a\u6167\u7684\u9738\u4e3b<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/10\/12\/2024%e5%b9%b4%e8%ab%be%e8%b2%9d%e7%88%be%e5%8c%96%e5%ad%b8%e7%8d%8e%e9%a0%92%e7%b5%a6ai%e5%ad%b8%e8%80%85\/\">2024\u5e74\u8afe\u8c9d\u723e\u5316\u5b78\u734e\u9812\u7d66\u4e09\u4f4d\u5229\u7528AI\u6e96\u78ba\u9810\u6e2c\u86cb\u767d\u8cea3D\u7d50\u69cb\u7684\u5b78\u8005<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2025\/06\/10\/spectrum-x%e5%92%8cquantum-x%e4%ba%a4%e6%8f%9b%e6%a9%9f\/\">Spectrum-X\u548cQuantum-X\u77fd\u5149\u5b50\u4ea4\u63db\u6a5f\u7684\u4e0a\u5e02\uff0c\u8f1d\u9054\u9818\u57df\u7684\u91cd\u5927\u6539\u8b8a<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/09\/04\/%E9%BE%90%E5%A4%A7%E7%9A%84%E8%BC%9D%E9%81%94%E6%96%B0%E6%A5%AD%E5%8B%99%E4%BD%88%E5%B1%80%E6%9C%89%E5%88%A9%E6%96%BC%E8%82%A1%E5%83%B9%E7%9A%84%E5%A4%A7%E5%B9%85%E6%88%90%E9%95%B7\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9f90\u5927\u7684\u8f1d\u9054\u65b0\u696d\u52d9\u4f48\u5c40\u6709\u5229\u65bc\u80a1\u50f9\u7684\u5927\u5e45\u6210\u9577<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/24\/%e5%9c%96%e5%bd%a2%e8%99%95%e7%90%86%e5%99%a8gpu%e4%b8%bb%e8%a6%81%e7%9a%84%e5%bb%a0%e5%95%86%e5%92%8c%e7%94%a8%e9%80%94\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5716\u5f62\u8655\u7406\u5668\uff08GPU\uff09\u4e3b\u8981\u7684\u5ee0\u5546\u548c\u7528\u9014<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%e8%bc%9d%e9%81%94%e7%9a%84%e5%a3%9f%e6%96%b7%e5%8e%9f%e5%9b%a0%e5%92%8c%e9%9d%a2%e5%b0%8d%e7%9a%84%e6%8c%91%e6%88%b0\/\" target=\"_blank\" rel=\"noreferrer noopener\">CUDA\u8edf\u9ad4\u5982\u4f55\u5f37\u5316\u8f1d\u9054\u58df\u65b7\u7684\u8b77\u57ce\u6cb3\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/12\/11\/%E8%BC%9D%E9%81%94%E7%9A%84%E5%A3%9F%E6%96%B7%E5%8E%9F%E5%9B%A0%E5%92%8C%E9%9D%A2%E5%B0%8D%E7%9A%84%E6%8C%91%E6%88%B0\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8f1d\u9054\u7684\u58df\u65b7\u539f\u56e0\u548c\u9762\u5c0d\u7684\u6311\u6230<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/07\/02\/%e5%86%8d%e8%ab%96%e8%bc%9d%e9%81%94%ef%bc%9a%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%ef%bc%8c%e8%b3%87%e6%96%99%e4%b8%ad%e5%bf%83%ef%bc%8c%e5%92%8c%e7%b9%aa%e5%9c%96%e7%9a%84%e7%b5%95%e5%b0%8d%e9%a0%98\/\">\u518d\u8ad6\u8f1d\u9054\uff1a\u4eba\u5de5\u667a\u6167\uff0c\u8cc7\u6599\u4e2d\u5fc3\uff0c\u548c\u7e6a\u5716\u7684\u7d55\u5c0d\u9818\u5148\u8005<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2021\/06\/24\/%e9%80%99%e5%ae%b6%e5%85%ac%e5%8f%b8%e6%ad%a3%e5%9c%a8%e6%94%b9%e8%ae%8a%e9%81%8a%e6%88%b2%e8%a6%8f%e5%89%87\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/www.granitefirm.com\/blog\/wp-admin\/post.php?post=2178&amp;action=edit\"><\/a><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2021\/06\/24\/%e8%bc%9d%e9%81%94%e6%94%b9%e8%ae%8a%e4%ba%86%e7%94%a2%e6%a5%ad%e7%9a%84%e9%81%8a%e6%88%b2%e8%a6%8f%e5%89%87\/\">\u8f1d\u9054\uff08nVidia\uff09 \u5982\u4f55\u8cfa\u9322\uff1f\u8f1d\u9054\u6539\u8b8a\u4e86\u7522\u696d\u7684\u904a\u6232\u898f\u5247 <\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/01\/29\/%E7%82%BA%E4%BB%80%E9%BA%BC%E6%B2%92%E6%9C%89%E4%BA%BA%E6%A8%82%E8%A6%8B%E8%BC%9D%E9%81%94%E4%BD%B5%E8%B3%BC%E5%AE%89%E8%AC%80\/\">\u70ba\u4ec0\u9ebc\u8f1d\u9054\uff08nVidia\uff09\u4f75\u8cfc\u5b89\u8b00\uff08ARM\uff09\u6703\u5931\u6557\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/07\/02\/%E5%B8%82%E5%A0%B4%E6%84%88%E4%BE%86%E6%84%88%E5%A4%A7%E7%9A%84%E7%89%B9%E6%AE%8A%E6%87%89%E7%94%A8%E7%A9%8D%E9%AB%94%E9%9B%BB%E8%B7%AF%EF%BC%88asic%EF%BC%89%EF%BC%8C%E7%BE%8E%E8%82%A1%E5%92%8C\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5e02\u5834\u6108\u4f86\u6108\u5927\u7684\u7279\u6b8a\u61c9\u7528\u7a4d\u9ad4\u96fb\u8def\uff08ASIC\uff09\uff0c\u548c\u7f8e\u80a1\u548c\u53f0\u80a1\u7684\u76f8\u95dc\u4e0a\u5e02\u4f01\u696d<\/a>\u300b<\/li>\n\n\n\n<li><a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/05\/31\/%E5%9B%A0%E7%94%9F%E6%88%90%E5%BC%8F%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E9%A2%A8%E6%BD%AE%E7%8D%B2%E7%9B%8A%E7%9A%84%E7%94%A2%E6%A5%AD\/\">\u300a\u56e0\u4eba\u5de5\u667a\u6167\u98a8\u6f6e\u7372\u76ca\u7684\u7522\u696d\u548c\u5ee0\u5546\u300b<\/a><\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/05\/23\/%E9%81%8E%E5%8E%BB%E4%B8%80%E5%B9%B4%E8%82%A1%E5%83%B9%E6%BC%B2%E5%B9%85%E6%98%AF%E8%BC%9D%E9%81%942-5%E5%80%8D%E7%9A%84%E7%B6%AD%E8%AB%A6\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u904e\u53bb\u4e00\u5e74\u80a1\u50f9\u6f32\u5e45\u662f\u8f1d\u9054\u5169\u500d\u7684\u7dad\u8ae6\uff08Vertiv\uff09\u5982\u4f55\u8cfa\u9322\u7684\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/05\/27\/%e5%9b%a0%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e9%b9%b9%e9%ad%9a%e7%bf%bb%e8%ba%ab%e7%9a%84vistra%e8%82%a1%e5%83%b9%e7%ab%9f%e6%bc%b2%e8%b4%8f%e8%bc%9d%e9%81%94\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u56e0\u4eba\u5de5\u667a\u6167\u9e79\u9b5a\u7ffb\u8eab\u7684\u7f8e\u570b\u6700\u5927\u96fb\u5ee0Vistra\uff0c\u70ba\u4f55\u4e00\u5e74\u5167\u80a1\u50f9\u7adf\u6f32\u8d0f\u8f1d\u9054<\/a>\uff1f\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/04\/06\/%e4%ba%94%e5%a4%a7%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e5%95%86\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u76ee\u524d\u7372\u5229\u8c50\u539a\u7684\u4e94\u5927\u4eba\u5de5\u667a\u6167\u5546<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2024\/02\/20\/%e7%84%a1%e6%89%80%e4%b8%8d%e8%83%bd%e7%9a%84%e8%8f%af%e7%82%ba\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u7121\u6240\u4e0d\u80fd\u7684\u83ef\u70ba\uff08Huawei\uff09\u662f\u5982\u4f55\u8cfa\u9322\u7684\uff1f<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2023\/10\/02\/%E8%B3%87%E6%9C%AC%E5%B8%82%E5%A0%B4%E7%9A%84%E4%BA%BA%E5%B7%A5%E6%99%BA%E6%85%A7%E6%B3%A1%E6%B2%AB%E6%AD%A3%E5%9C%A8%E5%BD%A2%E6%88%90\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8cc7\u672c\u5e02\u5834\u7684\u4eba\u5de5\u667a\u6167\u6ce1\u6cab\u6b63\u5728\u5f62\u6210<\/a>\u300b<\/li>\n\n\n\n<li>\u300a<a href=\"https:\/\/www.granitefirm.com\/blog\/blog\/2022\/05\/07\/%e5%b8%b8%e8%a6%8b%e7%9a%84%e5%8d%8a%e5%b0%8e%e9%ab%94%e6%8a%95%e8%b3%87%e8%bf%b7%e6%80%9d\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a 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