<script type="application/ld+json">{"@context":"http://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://www.simcentric.com/sc/"},{"@type":"ListItem","position":2,"name":"算力对决：1,000 卡超级节点 vs 100,000 卡超级集群","item":"https://www.simcentric.com/sc/japan-dedicated-server-sc/computing-power-1000-gpu-nodes-vs-100000-gpu-clusters/"}]}</script> {"id":33576,"date":"2026-07-23T11:30:45","date_gmt":"2026-07-23T03:30:45","guid":{"rendered":"https:\/\/www.simcentric.com\/uncategorized-sc\/computing-power-1000-gpu-nodes-vs-100000-gpu-clusters\/"},"modified":"2026-07-23T11:35:07","modified_gmt":"2026-07-23T03:35:07","slug":"computing-power-1000-gpu-nodes-vs-100000-gpu-clusters","status":"publish","type":"post","link":"https:\/\/www.simcentric.com\/sc\/japan-dedicated-server-sc\/computing-power-1000-gpu-nodes-vs-100000-gpu-clusters\/","title":{"rendered":"\u7b97\u529b\u5bf9\u51b3\uff1a1,000 \u5361\u8d85\u7ea7\u8282\u70b9 vs 100,000 \u5361\u8d85\u7ea7\u96c6\u7fa4"},"content":{"rendered":"<p>\u5728\u8fd9\u573a<a href=\"https:\/\/www.simcentric.com\/sc\/japan-dedicated-server-sc\/choose-cpu-or-gpu-acceleration-by-task-type\/\" target=\"_blank\" rel=\"noopener\">\u7b97\u529b<\/a>\u5bf9\u51b3\u4e2d\uff0c\u4f60\u6b63\u9762\u4e34\u5173\u952e\u6289\u62e9\uff1a\u90e8\u7f72\u5728<a href=\"https:\/\/www.simcentric.com\/sc\/products\/dedicated-server-jp\/\" target=\"_self\">\u65e5\u672c\u670d\u52a1\u5668<\/a>\u4e0a\u7684 1,000 \u5361\u8d85\u7ea7\u8282\u70b9\u63d0\u4f9b\u9ad8\u5ea6\u96c6\u4e2d\u7684\u7b97\u529b\uff0c\u800c 100,000 \u5361\u8d85\u7ea7\u96c6\u7fa4\u5219\u5e26\u6765\u65e0\u4e0e\u4f26\u6bd4\u7684\u53ef\u6269\u5c55\u6027\u3002\u4f60\u5fc5\u987b\u5728\u53ef\u9760\u6027\u4e0e\u6210\u672c\u4e4b\u95f4\u6743\u8861\uff0c\u9009\u62e9\u6700\u9002\u5408\u81ea\u8eab AI \u6216\u673a\u5668\u5b66\u4e60\u9700\u6c42\u7684\u67b6\u6784\u3002<\/p>\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u5c06\u4f60\u6700\u5927\u89c4\u6a21\u7684\u5de5\u4f5c\u8d1f\u8f7d\u4ece\u201c\u6570\u5c0f\u65f6\u201d\u7f29\u77ed\u5230\u201c\u6570\u79d2\u201d\u5b8c\u6210\u2014\u2014\u8fd9\u4f1a\u5982\u4f55\u6539\u53d8\u4f60\u7684\u4e1a\u52a1\u7ed3\u679c\uff1f<\/p>\n<h2><strong>\u6838\u5fc3\u8981\u70b9<\/strong><\/h2>\n<ul>\n<li>\u62e5\u6709 100,000 \u5361\u7684\u8d85\u7ea7\u96c6\u7fa4\u53ef\u63d0\u4f9b\u65e0\u4e0e\u4f26\u6bd4\u7684\u6027\u80fd\uff0c\u5cf0\u503c\u53ef\u8fbe 20,000 PFLOPS\uff0c\u975e\u5e38\u9002\u5408\u8d85\u5927\u89c4\u6a21 AI \u4efb\u52a1\u3002<\/li>\n<li>\u5ef6\u8fdf\u548c\u541e\u5410\u91cf\u81f3\u5173\u91cd\u8981\uff1b\u91c7\u7528 VCCL \u7b49\u6280\u672f\uff0c\u53ef\u4ee5\u5c06\u5ef6\u8fdf\u964d\u4f4e 18.9%\uff0c\u5e76\u5c06\u8bad\u7ec3\u901f\u5ea6\u63d0\u5347 5.28%\u3002<\/li>\n<li>\u6839\u636e\u4f60\u7684\u5de5\u4f5c\u8d1f\u8f7d\u9700\u6c42\uff0c\u5728\u5411\u4e0a\u6269\u5c55\uff08\u589e\u5f3a\u5355\u8282\u70b9\u7b97\u529b\uff09\u4e0e\u5411\u5916\u6269\u5c55\uff08\u589e\u52a0\u8282\u70b9\u6570\u91cf\uff09\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\u3002<\/li>\n<li>\u5fc5\u987b\u9884\u5148\u89c4\u5212\u8282\u70b9\u6545\u969c\uff1b\u96c6\u7fa4\u8d8a\u5927\uff0c\u6545\u969c\u8d8a\u9891\u7e41\uff0c\u56e0\u6b64\u8981\u4e3a\u5f39\u6027\u800c\u8bbe\u8ba1\uff0c\u4ee5\u786e\u4fdd\u5de5\u4f5c\u8d1f\u8f7d\u5e73\u7a33\u8fd0\u884c\u3002<\/li>\n<li>\u8ba4\u771f\u8bc4\u4f30\u6210\u672c\uff1b\u8d85\u7ea7\u8282\u70b9\u5728\u90e8\u7f72\u548c\u7ef4\u62a4\u65b9\u9762\u66f4\u4fbf\u5b9c\uff0c\u800c\u8d85\u7ea7\u96c6\u7fa4\u5219\u4ee5\u66f4\u9ad8\u4ef7\u683c\u63d0\u4f9b\u66f4\u5f3a\u7b97\u529b\u3002<\/li>\n<\/ul>\n<h2><strong>\u7b97\u529b\u5bf9\u51b3\uff1a\u6027\u80fd\u8868\u73b0<\/strong><\/h2>\n<h3>\u539f\u59cb\u7b97\u529b\u5bf9\u6bd4<\/h3>\n<p>\u4f60\u60f3\u77e5\u9053\u54ea\u79cd\u67b6\u6784\u80fd\u63d0\u4f9b\u66f4\u5f3a\u7684\u539f\u59cb\u8ba1\u7b97\u80fd\u529b\u3002\u5728\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u4e2d\uff0c\u6570\u5b57\u8db3\u4ee5\u8bf4\u660e\u4e00\u5207\u3002\u62e5\u6709 100,000 \u5361\u7684\u8d85\u7ea7\u96c6\u7fa4\u53ef\u4ee5\u8fbe\u5230\u8fd1\u4e4e\u5938\u5f20\u7684\u5cf0\u503c\u6027\u80fd\u3002\u4f60\u4f1a\u770b\u5230\u8fd9\u4e9b\u96c6\u7fa4\u5728 FP16 \u7cbe\u5ea6\u4e0b\u53ef\u5b9e\u73b0\u9ad8\u8fbe 20,000 PFLOPS \u7684\u7b97\u529b\uff0c\u5e76\u63d0\u4f9b 50,000 TB \u7684\u5185\u5b58\u5e26\u5bbd\u3002\u8fd9\u4e9b\u6570\u636e\u8fdc\u8d85\u5c0f\u89c4\u6a21\u8d85\u7ea7\u8282\u70b9\u3002<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u914d\u7f6e<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u5cf0\u503c FLOPS\uff08FP16\uff09<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u5185\u5b58\u5e26\u5bbd\uff08TB\uff09<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">100,000 \u5361\u8d85\u7ea7\u96c6\u7fa4<\/td>\n<td colspan=\"1\" rowspan=\"1\">20,000 PFLOPS<\/td>\n<td colspan=\"1\" rowspan=\"1\">50,000 TB<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">1,000 \u5361\u8d85\u7ea7\u8282\u70b9<\/td>\n<td colspan=\"1\" rowspan=\"1\">N\/A<\/td>\n<td colspan=\"1\" rowspan=\"1\">N\/A<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u4f1a\u6ce8\u610f\u5230\uff0c\u62e5\u6709 1,000 \u5361\u7684\u8d85\u7ea7\u8282\u70b9\u96be\u4ee5\u5728\u89c4\u6a21\u4e0a\u4e0e\u4e4b\u5339\u654c\u3002\u5b83\u4eec\u4f9d\u7136\u80fd\u63d0\u4f9b\u53ef\u89c2\u7684\u6027\u80fd\uff0c\u4f46\u968f\u7740\u5de5\u4f5c\u8d1f\u8f7d\u7684\u589e\u957f\uff0c\u5dee\u8ddd\u4f1a\u4e0d\u65ad\u62c9\u5927\u3002\u884c\u4e1a\u9886\u519b\u8005\u5982 Meta \u548c Microsoft \u5728\u5927\u89c4\u6a21 AI \u8bad\u7ec3\u4efb\u52a1\u4e2d\u4f7f\u7528\u8d85\u7ea7\u96c6\u7fa4\u3002Amazon EKS \u652f\u6301\u5927\u89c4\u6a21\u90e8\u7f72\uff0c\u5c55\u793a\u4e86\u8fd9\u4e9b\u67b6\u6784\u5728\u771f\u5b9e\u573a\u666f\u4e2d\u7684\u8868\u73b0\u3002\u4f60\u4f1a\u610f\u8bc6\u5230\uff0c\u5f53\u4f60\u9700\u8981\u4e3a\u6df1\u5ea6\u5b66\u4e60\u6216\u79d1\u5b66\u4eff\u771f\u63d0\u4f9b\u6781\u81f4\u7b97\u529b\u65f6\uff0c\u8d85\u7ea7\u96c6\u7fa4\u66f4\u5177\u4f18\u52bf\u3002<\/p>\n<h3>\u5ef6\u8fdf\u4e0e\u541e\u5410\u91cf<\/h3>\n<p>\u4f60\u5173\u6ce8\u7684\u4e0d\u4ec5\u4ec5\u662f\u539f\u59cb\u7b97\u529b\u3002\u5ef6\u8fdf\u4e0e\u541e\u5410\u91cf\u4e5f\u5851\u9020\u4e86\u4f60\u5728\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u4e2d\u7684\u5b9e\u9645\u4f53\u9a8c\u3002\u5927\u578b\u96c6\u7fa4\u5728\u8282\u70b9\u95f4\u901a\u4fe1\u65b9\u9762\u4f1a\u9762\u4e34\u6311\u6218\u3002\u4f60\u4f1a\u770b\u5230\uff0c\u8bf8\u5982 VCCL \u8fd9\u6837\u7684\u65b0\u6280\u672f\uff0c\u76f8\u6bd4 NCCL\uff0c\u5e73\u5747\u53ef\u4ee5\u5c06\u8282\u70b9\u95f4\u5c0f\u6d88\u606f\u5ef6\u8fdf\u964d\u4f4e 18.9%\u3002\u5f53\u4f60\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u4efb\u52a1\u65f6\uff0c\u8fd9\u79cd\u6539\u8fdb\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n<ul>\n<li>\u4e0e NCCL \u76f8\u6bd4\uff0cVCCL \u5c06\u8282\u70b9\u95f4\u5c0f\u6d88\u606f\u5ef6\u8fdf\u5e73\u5747\u964d\u4f4e 18.9%\u3002<\/li>\n<li>\u76f8\u8f83 NCCL\uff0cVCCL \u53ef\u5c06\u7aef\u5230\u7aef\u8bad\u7ec3\u541e\u5410\u91cf\u63d0\u5347\u81f3\u591a 5.28%\u3002<\/li>\n<\/ul>\n<p>\u4f60\u4f1a\u53d1\u73b0\uff0c\u91c7\u7528 VCCL \u540e\uff0c\u6574\u4f53\u541e\u5410\u91cf\u6700\u591a\u53ef\u63d0\u5347 5.28%\u3002\u8fd9\u4e9b\u6536\u76ca\u53ef\u4ee5\u5e2e\u4f60\u66f4\u5feb\u5b8c\u6210\u8bad\u7ec3\uff0c\u5e76\u66f4\u9ad8\u6548\u5730\u5229\u7528\u8d44\u6e90\u3002\u4f60\u8fd8\u5fc5\u987b\u8003\u8651\u529f\u8017\u4e0e\u5e26\u5bbd\u3002\u8d85\u7ea7\u96c6\u7fa4\u9700\u8981\u5de8\u91cf\u7684\u7535\u529b\u548c TB \u7ea7\u7684\u5e26\u5bbd\u3002\u4f60\u4f1a\u770b\u5230\uff0c\u968f\u7740\u96c6\u7fa4\u89c4\u6a21\u6269\u5927\uff0c\u5ef6\u8fdf\u53ef\u80fd\u4e0a\u5347\uff0c\u4f46\u65b0\u4e00\u4ee3\u8f6f\u786c\u4ef6\u65b9\u6848\u6b63\u5728\u5e2e\u52a9\u4f60\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u3002<\/p>\n<p>\u4f60\u4f1a\u6ce8\u610f\u5230\uff0cAmazon\u3001Microsoft \u548c Meta \u7684\u8bd5\u70b9\u9879\u76ee\u90fd\u805a\u7126\u4e8e\u4f18\u5316\u901a\u4fe1\u3001\u51cf\u5c11\u74f6\u9888\u3002\u4f60\u4f1a\u660e\u767d\uff0c\u9009\u62e9\u5408\u9002\u7684\u67b6\u6784\uff0c\u9700\u8981\u5728\u539f\u59cb\u7b97\u529b\u548c\u6570\u636e\u4f20\u8f93\u6548\u7387\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u5728\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u4e2d\uff0c\u4f60\u5fc5\u987b\u540c\u65f6\u5ba1\u89c6\u6027\u80fd\u548c\u73b0\u5b9e\u9650\u5236\u3002<\/p>\n<h2><strong>\u53ef\u6269\u5c55\u6027<\/strong><\/h2>\n<h3>\u5411\u4e0a\u6269\u5c55 vs \u5411\u5916\u6269\u5c55<\/h3>\n<p>\u5728\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u4e2d\uff0c\u4f60\u9762\u4e34\u4e00\u4e2a\u91cd\u8981\u51b3\u5b9a\uff1a\u662f\u5411\u4e0a\u6269\u5c55\uff0c\u8fd8\u662f\u5411\u5916\u6269\u5c55\uff1f\u5411\u4e0a\u6269\u5c55\u610f\u5473\u7740\u4e3a\u6bcf\u4e2a\u8282\u70b9\u589e\u52a0\u7b97\u529b\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528 1,000 \u5361\u96c6\u7fa4\u6765\u63d0\u5347\u5355\u673a\u6027\u80fd\u3002\u5411\u5916\u6269\u5c55\u5219\u610f\u5473\u7740\u589e\u52a0\u66f4\u591a\u8282\u70b9\u3002\u4f60\u4f1a\u5728\u62e5\u6709 100,000 \u5361\u7684\u8d85\u5927\u89c4\u6a21\u96c6\u7fa4\u4e2d\u770b\u5230\u8fd9\u79cd\u65b9\u5f0f\u3002\u6bcf\u79cd\u7b56\u7565\u90fd\u5bf9\u4f60\u7684\u5de5\u4f5c\u4ea7\u751f\u4e0d\u540c\u5f71\u54cd\u3002<\/p>\n<p>\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u8981\u5bf9\u6bd4\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u6269\u5c55\u7b56\u7565<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u5bf9\u6027\u80fd\u7684\u5f71\u54cd<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u5bf9\u53ef\u7ba1\u7406\u6027\u7684\u5f71\u54cd<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u5411\u4e0a\u6269\u5c55<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u589e\u5f3a\u73b0\u6709\u8282\u70b9\u4ee5\u63d0\u5347\u6027\u80fd<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u5982\u89c4\u5212\u4e0d\u5f53\uff0c\u7ba1\u7406\u590d\u6742\u5ea6\u4f1a\u63d0\u9ad8<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u5411\u5916\u6269\u5c55<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u901a\u8fc7\u589e\u52a0\u8282\u70b9\u63d0\u5347\u6574\u4f53\u5bb9\u91cf\u4e0e\u7075\u6d3b\u6027<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u5728\u5408\u7406\u67b6\u6784\u4e0b\u66f4\u6613\u7ba1\u7406\uff0c\u4f46\u9700\u7cbe\u5fc3\u89c4\u5212\u4ee5\u907f\u514d\u74f6\u9888<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u4f1a\u770b\u5230\uff0c\u8bb8\u591a\u8bd5\u70b9\u9879\u76ee\u901a\u5e38\u91c7\u7528 1,000 \u5361\u96c6\u7fa4\u6765\u9a8c\u8bc1\u65b0\u60f3\u6cd5\u3002\u8fd9\u4e9b\u8f83\u5c0f\u7684\u96c6\u7fa4\u6709\u52a9\u4e8e\u4f60\u66f4\u597d\u5730\u7ba1\u7406\u8d44\u6e90\u5e76\u4fdd\u6301\u67b6\u6784\u7b80\u5355\u3002\u5f53\u4f60\u9700\u8981\u652f\u6491\u8d85\u5927\u89c4\u6a21\u8d1f\u8f7d\u65f6\uff0c\u5c31\u8981\u8f6c\u5411 100,000 \u5361\u96c6\u7fa4\u3002\u8fd9\u4e9b\u5e9e\u5927\u7684\u7cfb\u7edf\u4e3a\u4f60\u63d0\u4f9b\u5904\u7406\u5de8\u578b\u4efb\u52a1\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u5fc5\u987b\u7cbe\u5fc3\u89c4\u5212\u4ee5\u907f\u514d\u6027\u80fd\u4e0b\u964d\u3002<\/p>\n<h3>\u5de5\u4f5c\u8d1f\u8f7d\u9002\u5e94\u6027<\/h3>\n<p>\u4f60\u5e0c\u671b\u7cfb\u7edf\u80fd\u591f\u9002\u5e94\u4e0d\u540c\u7c7b\u578b\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002\u5927\u578b\u96c6\u7fa4\u9700\u8981\u4e13\u95e8\u7684\u786c\u4ef6\u6765\u6ee1\u8db3 AI \u548c\u673a\u5668\u5b66\u4e60\u7684\u9ad8\u5f3a\u5ea6\u9700\u6c42\u3002\u4f60\u4f1a\u53d1\u73b0\uff0c\u9ad8\u7aef AI \u7f51\u7edc\u76ee\u524d\u6bcf\u6761\u94fe\u8def\u7684\u5e26\u5bbd\u5df2\u8fbe\u5230 200\u2013400 Gb\/s\u3002\u5230 2025 \u5e74\uff0c800 Gb\/s \u5c06\u6210\u4e3a AI \u540e\u7aef\u7f51\u7edc\u7684\u6807\u51c6\u3002\u8fd9\u4e00\u7ea7\u522b\u7684\u5e26\u5bbd\uff0c\u4f7f\u4f60\u80fd\u591f\u5feb\u901f\u4f20\u8f93\u591a TB \u7ea7\u7684\u6570\u636e\u96c6\u548c\u6a21\u578b\u53c2\u6570\u3002<\/p>\n<ul>\n<li>\u9ad8\u7aef AI \u7f51\u7edc\u6bcf\u6761\u94fe\u8def\u4f7f\u7528 200\u2013400 Gb\/s \u5e26\u5bbd\u3002<\/li>\n<li>\u5230 2025 \u5e74\uff0c800 Gb\/s \u5c06\u6210\u4e3a AI \u540e\u7aef\u7f51\u7edc\u7684\u6807\u51c6\u3002<\/li>\n<li>\u8fd9\u6837\u7684\u5e26\u5bbd\u5bf9\u4e8e\u5904\u7406\u591a TB \u7ea7\u6570\u636e\u96c6\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li>InfiniBand \u901a\u5e38\u53ef\u63d0\u4f9b 1\u20132 \u5fae\u79d2\u7684\u6781\u4f4e\u5ef6\u8fdf\uff0c\u8fd9\u5bf9\u5206\u5e03\u5f0f\u8bad\u7ec3\u975e\u5e38\u5173\u952e\u3002<\/li>\n<\/ul>\n<p>\u4f60\u9700\u8981\u540c\u65f6\u517c\u987e\u9ad8\u5e26\u5bbd\u4e0e\u4f4e\u5ef6\u8fdf\uff0c\u624d\u80fd\u786e\u4fdd\u5de5\u4f5c\u8d1f\u8f7d\u7a33\u5b9a\u8fd0\u884c\u3002\u5982\u679c\u4f60\u8ba1\u5212\u4f7f\u7528\u5927\u578b\u96c6\u7fa4\uff0c\u5c31\u5fc5\u987b\u786e\u4fdd\u7f51\u7edc\u80fd\u591f\u6ee1\u8db3\u8fd9\u4e9b\u8981\u6c42\u3002\u5728\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u4e2d\uff0c\u4f60\u7684\u67b6\u6784\u9009\u62e9\u5c06\u51b3\u5b9a\u7cfb\u7edf\u5e94\u5bf9\u65b0\u6311\u6218\u7684\u80fd\u529b\u3002<\/p>\n<h2><strong>\u53ef\u9760\u6027<\/strong><\/h2>\n<h3>\u8282\u70b9\u6545\u969c\u5f71\u54cd<\/h3>\n<p>\u4f60\u9700\u8981\u6e05\u695a\u8282\u70b9\u6545\u969c\u4f1a\u600e\u6837\u5f71\u54cd\u4f60\u7684\u8ba1\u7b97\u73af\u5883\u3002\u5728\u8d85\u7ea7\u8282\u70b9\u4e0e\u8d85\u7ea7\u96c6\u7fa4\u73af\u5883\u4e2d\uff0c\u968f\u7740\u89c4\u6a21\u6269\u5927\uff0c\u6545\u969c\u51fa\u73b0\u5f97\u66f4\u9891\u7e41\u3002\u4e0b\u8868\u5c55\u793a\u4e86\u4e24\u4e2a\u5927\u578b\u96c6\u7fa4\u7684\u6545\u969c\u7387\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u96c6\u7fa4<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u6545\u969c\u7387\uff08\u6bcf\u5343\u8282\u70b9\u5929\uff09<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">RSC-1<\/td>\n<td colspan=\"1\" rowspan=\"1\">6.50<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">RSC-2<\/td>\n<td colspan=\"1\" rowspan=\"1\">2.34<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u4f1a\u770b\u5230\uff0c\u66f4\u5927\u7684\u96c6\u7fa4\u4f1a\u906d\u9047\u66f4\u9891\u7e41\u7684\u6545\u969c\u3002\u5f53\u4f60\u4f7f\u7528 1,000 \u5361\u8d85\u7ea7\u8282\u70b9\u65f6\uff0c\u5355\u4e2a\u8282\u70b9\u6545\u969c\u5c31\u53ef\u80fd\u8ba9\u4f60\u7684\u4efb\u52a1\u4e2d\u65ad\u6570\u5c0f\u65f6\u3002\u5728 100,000 \u5361\u8d85\u7ea7\u96c6\u7fa4\u4e2d\uff0c\u6545\u969c\u53d1\u751f\u5f97\u66f4\u5feb\u3002\u968f\u7740\u96c6\u7fa4\u89c4\u6a21\u589e\u5927\uff0c\u5e73\u5747\u6545\u969c\u95f4\u9694\u65f6\u95f4\uff08MTTF\uff09\u663e\u8457\u7f29\u77ed\uff1a<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u96c6\u7fa4\u89c4\u6a21\uff08GPU \u6570\uff09<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u5e73\u5747\u6545\u969c\u95f4\u9694\u65f6\u95f4\uff08MTTF\uff09<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">1,024<\/td>\n<td colspan=\"1\" rowspan=\"1\">7.9 \u5c0f\u65f6<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">16,384<\/td>\n<td colspan=\"1\" rowspan=\"1\">1.8 \u5c0f\u65f6<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">131,072<\/td>\n<td colspan=\"1\" rowspan=\"1\">14 \u5206\u949f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u4f1a\u610f\u8bc6\u5230\uff0c\u968f\u7740 GPU \u6570\u91cf\u589e\u52a0\uff0c\u6545\u969c\u53d8\u5f97\u66f4\u52a0\u9891\u7e41\u3002\u8fd9\u610f\u5473\u7740\u4f60\u5fc5\u987b\u4e3a\u4e2d\u65ad\u505a\u597d\u51c6\u5907\uff0c\u5e76\u5c06\u7cfb\u7edf\u8bbe\u8ba1\u4e3a\u80fd\u591f\u5feb\u901f\u6062\u590d\u3002<\/p>\n<h3>\u96c6\u7fa4\u5f39\u6027<\/h3>\n<p>\u4f60\u5e0c\u671b\u96c6\u7fa4\u5728\u8282\u70b9\u53d1\u751f\u6545\u969c\u65f6\u4ecd\u80fd\u6301\u7eed\u8fd0\u884c\u3002\u8981\u6784\u5efa\u4e00\u4e2a\u5177\u5907\u9ad8\u5f39\u6027\u7684 GPU \u96c6\u7fa4\uff0c\u9700\u8981\u91c7\u7528\u667a\u80fd\u7b56\u7565\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u5206\u6563\u5230\u591a\u5bb6\u670d\u52a1\u5546\u6765\u63d0\u5347\u53ef\u9760\u6027\u3002\u8fd9\u80fd\u964d\u4f4e\u6574\u4f53\u5b95\u673a\u98ce\u9669\uff0c\u5e76\u5e2e\u52a9\u4f60\u907f\u514d\u8d44\u6e90\u77ed\u7f3a\u3002<\/p>\n<blockquote><p>\u63d0\u793a\uff1a\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u90e8\u7f72\u5728\u5065\u5eb7\u8282\u70b9\u4e0a\uff0c\u5e76\u5c3d\u91cf\u4fdd\u6301\u8d44\u6e90\u8fde\u7eed\uff0c\u6709\u52a9\u4e8e\u63d0\u5347\u6027\u80fd\u3002<\/p><\/blockquote>\n<p>\u4f60\u8fd8\u5e94\u91c7\u7528\u810a\u53f6\u7f51\u7edc\uff08spine-leaf\uff09\u7b49\u62d3\u6251\u67b6\u6784\uff0c\u4ee5\u53ca NVLink \u7b49\u6280\u672f\uff0c\u52a0\u901f GPU \u4e4b\u95f4\u7684\u901a\u4fe1\u3001\u964d\u4f4e\u5ef6\u8fdf\u3002\u57fa\u4e8e\u5b9e\u9645 GPU \u6027\u80fd\u8fdb\u884c\u8c03\u5ea6\uff0c\u4e5f\u6709\u52a9\u4e8e\u5e94\u5bf9\u6027\u80fd\u6ce2\u52a8\u3002<\/p>\n<ul>\n<li>\u4f18\u5148\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u90e8\u7f72\u5728\u65e0\u6545\u969c\u7684\u5065\u5eb7\u8282\u70b9\u4e0a\u3002<\/li>\n<li>\u4f7f\u7528\u62d3\u6251\u611f\u77e5\u8c03\u5ea6\u6765\u964d\u4f4e\u5ef6\u8fdf\u3002<\/li>\n<li>\u5c06\u4f5c\u4e1a\u90e8\u7f72\u5728\u540c\u4e00\u673a\u67b6\u5185\u4ee5\u83b7\u5f97\u66f4\u9ad8\u6027\u80fd\u3002<\/li>\n<\/ul>\n<ol>\n<li>\u4f18\u5148\u9009\u62e9\u5177\u6709 8 \u5757 GPU \u7684\u8282\u70b9\u6765\u90e8\u7f72\u4f5c\u4e1a\uff0c\u63d0\u9ad8\u6548\u7387\u3002<\/li>\n<li>\u5c3d\u91cf\u8ba9\u4f5c\u4e1a\u8fd0\u884c\u5728\u540c\u4e00\u673a\u67b6\u4e2d\uff0c\u4ee5\u6700\u5927\u5316\u901f\u5ea6\u3002<\/li>\n<li>\u5229\u7528\u62d3\u6251\u611f\u77e5\u8c03\u5ea6\uff0c\u53ef\u5c06 Allreduce \u5ef6\u8fdf\u964d\u4f4e 46%\u3002<\/li>\n<\/ol>\n<p>\u4f60\u4f1a\u770b\u5230\uff0c\u8fd9\u4e9b\u7b56\u7565\u80fd\u591f\u663e\u8457\u589e\u5f3a\u96c6\u7fa4\u7684\u5f39\u6027\u3002\u5373\u4f7f\u53d1\u751f\u6545\u969c\uff0c\u4f60\u4e5f\u80fd\u4fdd\u6301\u5de5\u4f5c\u8d1f\u8f7d\u5e73\u7a33\u8fd0\u884c\u3002\u53ef\u9760\u6027\u56e0\u6b64\u6210\u4e3a\u4f60\u5728\u8d85\u7ea7\u8282\u70b9\u4e0e\u8d85\u7ea7\u96c6\u7fa4\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\u65f6\u7684\u5173\u952e\u8003\u91cf\u56e0\u7d20\u3002<\/p>\n<h2><strong>\u6210\u672c\u5206\u6790<\/strong><\/h2>\n<h3>\u521d\u59cb\u6295\u5165<\/h3>\n<p>\u5728\u642d\u5efa\u7b97\u529b\u67b6\u6784\u4e4b\u524d\uff0c\u4f60\u5fc5\u987b\u5148\u8bc4\u4f30\u524d\u671f\u6295\u5165\u6210\u672c\u3002\u91c7\u7528 1,000 \u5361\u7684\u8d85\u7ea7\u8282\u70b9\uff0c\u901a\u5e38\u53ef\u4ee5\u4f7f\u7528\u6807\u51c6\u5316\u786c\u4ef6\u3002\u4f60\u53ef\u4ee5\u76f4\u63a5\u4ece\u4e3b\u6d41\u4f9b\u5e94\u5546\u5904\u91c7\u8d2d\u8fd9\u4e9b\u7ec4\u4ef6\u3002\u8fd9\u79cd\u65b9\u5f0f\u53ef\u4ee5\u8282\u7701\u65f6\u95f4\u5e76\u964d\u4f4e\u590d\u6742\u5ea6\uff0c\u4f60\u5728\u5b89\u88c5\u4e0e\u90e8\u7f72\u4e0a\u7684\u652f\u51fa\u76f8\u5bf9\u66f4\u5c11\u3002\u62e5\u6709 100,000 \u5361\u7684\u8d85\u7ea7\u96c6\u7fa4\u5219\u9700\u8981\u9ad8\u5ea6\u5b9a\u5236\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f60\u5fc5\u987b\u4e3a\u5176\u8bbe\u8ba1\u4e13\u7528\u673a\u67b6\u3001\u5236\u51b7\u7cfb\u7edf\u4ee5\u53ca\u4f9b\u7535\u7cfb\u7edf\uff0c\u5728\u5de5\u7a0b\u4e0e\u57fa\u7840\u8bbe\u65bd\u4e0a\u6295\u5165\u66f4\u591a\u6210\u672c\u3002<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 75px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u67b6\u6784\u7c7b\u578b<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u786c\u4ef6\u7c7b\u578b<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u9884\u8ba1\u521d\u59cb\u6210\u672c<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">1,000 \u5361\u8d85\u7ea7\u8282\u70b9<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u6807\u51c6\u5316\u786c\u4ef6<\/td>\n<td colspan=\"1\" rowspan=\"1\">$5\u2013$10 \u767e\u4e07\u7f8e\u5143<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">100,000 \u5361\u8d85\u7ea7\u96c6\u7fa4<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u5b9a\u5236\u5316\u786c\u4ef6<\/td>\n<td colspan=\"1\" rowspan=\"1\">$500\u2013$800 \u767e\u4e07\u7f8e\u5143<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<blockquote><p>\u6ce8\u610f\uff1a\u5b9a\u5236\u5316\u96c6\u7fa4\u5728\u7f51\u7edc\u4e0e\u5236\u51b7\u65b9\u9762\u9700\u8981\u989d\u5916\u6295\u8d44\u3002<\/p><\/blockquote>\n<p>\u4f60\u4f1a\u53d1\u73b0\uff0c\u4e24\u79cd\u67b6\u6784\u5728\u4ef7\u683c\u4e0a\u7684\u5dee\u8ddd\u6781\u5927\u3002\u4f60\u5fc5\u987b\u5224\u65ad\uff1a\u81ea\u5df1\u7684\u5de5\u4f5c\u8d1f\u8f7d\u662f\u5426\u771f\u7684\u9700\u8981\u8d85\u7ea7\u96c6\u7fa4\u90a3\u6837\u7684\u89c4\u6a21\uff0c\u8fd8\u662f\u8d85\u7ea7\u8282\u70b9\u5c31\u5df2\u8db3\u591f\u3002<\/p>\n<h3>\u8fd0\u8425\u6210\u672c<\/h3>\n<p>\u5728\u5b8c\u6210\u521d\u59cb\u5efa\u8bbe\u4e4b\u540e\uff0c\u4f60\u8fd8\u5c06\u9762\u4e34\u6301\u7eed\u6027\u7684\u8fd0\u8425\u652f\u51fa\u3002\u7535\u529b\u4e0e\u5236\u51b7\u6784\u6210\u4e86\u8fd0\u8425\u6210\u672c\u7684\u5927\u5934\u3002\u4e00\u4e2a\u62e5\u6709 100,000 \u5757 GPU \u7684\u96c6\u7fa4\uff0c\u529f\u8017\u6700\u9ad8\u53ef\u8fbe 20 \u5146\u74e6\u3002\u4ec5\u7535\u8d39\u6bcf\u5e74\u5c31\u53ef\u80fd\u9ad8\u8fbe 2,000 \u4e07\u7f8e\u5143\u3002\u5236\u51b7\u7cfb\u7edf\u6bcf\u5e74\u8fd8\u4f1a\u989d\u5916\u589e\u52a0 500\u20131,000 \u4e07\u7f8e\u5143\u7684\u6210\u672c\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u4f60\u8fd8\u8981\u652f\u4ed8\u7ef4\u62a4\u548c\u8fd0\u7ef4\u56e2\u961f\u7684\u4eba\u529b\u6210\u672c\u3002<\/p>\n<ul>\n<li>\u8d85\u7ea7\u8282\u70b9\uff081,000 \u5361\uff09\uff1a\u6bcf\u5e74\u7535\u529b\u4e0e\u5236\u51b7\u6210\u672c\u7ea6\u4e3a $1\u2013$2 \u767e\u4e07\u7f8e\u5143\u3002<\/li>\n<li>\u8d85\u7ea7\u96c6\u7fa4\uff08100,000 \u5361\uff09\uff1a\u6bcf\u5e74\u7535\u529b\u3001\u5236\u51b7\u4e0e\u7ef4\u62a4\u6210\u672c\u7ea6\u4e3a $25\u2013$35 \u767e\u4e07\u7f8e\u5143\u3002<\/li>\n<\/ul>\n<p>\u4f60\u5fc5\u987b\u5e94\u5bf9\u4e0d\u65ad\u589e\u52a0\u7684\u8fd0\u7ef4\u590d\u6742\u5ea6\u3002\u8d85\u7ea7\u8282\u70b9\u76f8\u5bf9\u66f4\u6613\u7ef4\u62a4\uff0c\u90e8\u4ef6\u66f4\u6362\u4e5f\u66f4\u8fc5\u901f\u3002\u8d85\u7ea7\u96c6\u7fa4\u5219\u9700\u8981\u4e13\u95e8\u7684\u5de5\u7a0b\u56e2\u961f\u3001\u5148\u8fdb\u7684\u76d1\u63a7\u7cfb\u7edf\u4ee5\u53ca\u5b8c\u5907\u7684\u5907\u4efd\u65b9\u6848\u3002<\/p>\n<blockquote><p>\u63d0\u793a\uff1a\u901a\u8fc7\u4f7f\u7528\u9ad8\u80fd\u6548 GPU \u548c\u667a\u80fd\u5236\u51b7\u65b9\u6848\uff0c\u53ef\u4ee5\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u3002<\/p><\/blockquote>\n<p>\u4f60\u5fc5\u987b\u5728\u6210\u672c\u4e0e\u6027\u80fd\u9700\u6c42\u4e4b\u95f4\u505a\u5e73\u8861\u3002\u5982\u679c\u4f60\u8ffd\u6c42\u6781\u81f4\u7b97\u529b\uff0c\u5c31\u5fc5\u987b\u51c6\u5907\u5728\u5efa\u8bbe\u548c\u8fd0\u7ef4\u4e0a\u6295\u5165\u66f4\u591a\u8d44\u91d1\uff1b\u82e5\u9009\u62e9\u8f83\u5c0f\u89c4\u6a21\u7cfb\u7edf\uff0c\u5219\u53ef\u4ee5\u8282\u7701\u9884\u7b97\u5e76\u7b80\u5316\u8fd0\u7ef4\u3002<\/p>\n<h2><strong>\u9002\u7528\u573a\u666f\u5206\u6790<\/strong><\/h2>\n<h3>\u8d85\u7ea7\u8282\u70b9\u9002\u7528\u573a\u666f<\/h3>\n<p>\u4f60\u5e0c\u671b\u4e3a\u81ea\u5df1\u7684\u5de5\u4f5c\u8d1f\u8f7d\u9009\u62e9\u5408\u9002\u7684\u67b6\u6784\u3002\u62e5\u6709 1,000 \u5361\u7684\u8d85\u7ea7\u8282\u70b9\u53ef\u63d0\u4f9b\u9ad8\u5ea6\u96c6\u4e2d\u7684\u7b97\u529b\u548c\u51fa\u8272\u7684\u90e8\u7f72\u7075\u6d3b\u6027\uff0c\u975e\u5e38\u9002\u7528\u4e8e\u5546\u4e1a AI \u6a21\u578b\u5f00\u53d1\u3001\u4e2a\u6027\u5316\u63a8\u8350\u7cfb\u7edf\u4ee5\u53ca\u5b9e\u65f6\u6b3a\u8bc8\u68c0\u6d4b\u6a21\u578b\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u3002\u6bcf\u5757 A100 GPU \u90fd\u914d\u5907 80GB \u9ad8\u901f HBM2e \u663e\u5b58\uff0c\u63d0\u4f9b\u5de8\u5927\u5e26\u5bbd\uff0c\u80fd\u591f\u987a\u7545\u652f\u6491\u5927\u89c4\u6a21 AI \u8bad\u7ec3\u548c\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002\u4f60\u53ef\u4ee5\u7075\u6d3b\u6784\u5efa\u5177\u5907\u4e0d\u540c\u5185\u5b58\u4e0e\u5b58\u50a8\u7ec4\u5408\u7684\u5b9a\u5236\u5316\u96c6\u7fa4\uff0c\u4ee5\u7cbe\u786e\u5339\u914d\u81ea\u8eab\u4e1a\u52a1\u9700\u6c42\u3002<\/p>\n<ul>\n<li>108 \u4e2a\u8282\u70b9\uff0c\u6bcf\u4e2a\u8282\u70b9\u914d\u5907 384 GB DDR5 \u5185\u5b58\u548c 3.4 TB NVMe \u5b58\u50a8<\/li>\n<li>24 \u4e2a\u8282\u70b9\uff0c\u6bcf\u4e2a\u8282\u70b9\u914d\u5907 768 GB \u5185\u5b58\u548c 3.4 TB NVMe \u5b58\u50a8<\/li>\n<li>24 \u4e2a\u8282\u70b9\uff0c\u6bcf\u4e2a\u8282\u70b9\u914d\u5907 1.5 TB \u5185\u5b58\u548c 14 TB NVMe \u5b58\u50a8<\/li>\n<\/ul>\n<p>\u57fa\u4e8e A100 \u7684\u8d85\u7ea7\u8282\u70b9\u975e\u5e38\u9002\u5408\u6280\u672f\u8bd5\u70b9\u9879\u76ee\u548c\u4e00\u822c\u9ad8\u6027\u80fd\u8ba1\u7b97\u4efb\u52a1\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u8fed\u4ee3\u7075\u6d3b\u6269\u5c55\u8282\u70b9\u5185\u5b58\u4e0e\u5b58\u50a8\u8d44\u6e90\u3002\u8be5\u65b9\u6848\u5728\u65e0\u9700\u7ef4\u62a4\u8d85\u5927\u89c4\u6a21\u96c6\u7fa4\u590d\u6742\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u4f9d\u7136\u80fd\u591f\u63d0\u4f9b\u5feb\u901f\u8fed\u4ee3\u548c\u7a33\u5b9a\u7684\u8ba1\u7b97\u7ed3\u679c\u3002<\/p>\n<blockquote><p>\u63d0\u793a\uff1a\u8d85\u7ea7\u8282\u70b9\u80fd\u591f\u5e2e\u52a9\u4f60\u66f4\u5feb\u5730\u6d4b\u8bd5\u65b0\u6a21\u578b\u5e76\u5feb\u901f\u5b8c\u6210\u5b9e\u9a8c\u3002<\/p><\/blockquote>\n<h3>\u8d85\u7ea7\u96c6\u7fa4\u9002\u7528\u573a\u666f<\/h3>\n<p>\u5f53\u4f60\u7684\u5de5\u4f5c\u8d1f\u8f7d\u8d85\u51fa\u8d85\u7ea7\u8282\u70b9\u7684\u5904\u7406\u80fd\u529b\u65f6\uff0c\u5c31\u9700\u8981\u8003\u8651\u8d85\u7ea7\u96c6\u7fa4\u3002\u8d85\u7ea7\u96c6\u7fa4\u80fd\u591f\u652f\u6491\u5927\u89c4\u6a21\u79d1\u5b66\u8ba1\u7b97\u3001\u6df1\u5ea6\u5b66\u4e60\u4ee5\u53ca\u56fd\u5bb6\u7ea7\u79d1\u7814\u9879\u76ee\u3002\u4f60\u53ef\u4ee5\u968f\u65f6\u589e\u52a0\u96c6\u7fa4\u8282\u70b9\uff0c\u4ee5\u63d0\u5347\u6574\u4f53\u6027\u80fd\uff0c\u4ece\u800c\u6839\u636e\u9700\u6c42\u53d8\u5316\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u3002<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u65b9\u9762<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u8bf4\u660e<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u67b6\u6784<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u8d85\u7ea7\u8ba1\u7b97\u673a\u901a\u8fc7\u5e76\u884c\u5904\u7406\u663e\u8457\u63d0\u5347\u6027\u80fd\u3002<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u53ef\u6269\u5c55\u6027<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u53ef\u4ee5\u6309\u9700\u589e\u52a0\u8282\u70b9\u4ee5\u63d0\u5347\u6027\u80fd\uff0c\u5e76\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u3002<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u6027\u80fd<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u5f97\u76ca\u4e8e\u5e76\u884c\u8ba1\u7b97\uff0c\u96c6\u7fa4\u53ef\u4ee5\u66f4\u5feb\u5904\u7406\u6570\u636e\u5e76\u5e94\u5bf9\u66f4\u5927\u89c4\u6a21\u8d1f\u8f7d\u3002<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u6548\u7387<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u4e13\u7528\u67b6\u6784\u53ef\u4ee5\u6700\u5927\u5316\u541e\u5410\u91cf\u548c\u9ad8\u6027\u80fd\u8ba1\u7b97\u6548\u7387\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u4f1a\u770b\u5230\uff0c\u884c\u4e1a\u9886\u519b\u4f01\u4e1a\u5728 AI \u8bad\u7ec3\u4e0e\u79d1\u5b66\u4eff\u771f\u65b9\u9762\u5e7f\u6cdb\u91c7\u7528\u8d85\u7ea7\u96c6\u7fa4\u3002\u4f60\u53ef\u4ee5\u5904\u7406\u6d77\u91cf\u6570\u636e\u96c6\u5e76\u8fd0\u884c\u9ad8\u5ea6\u590d\u6742\u7684\u6a21\u578b\u3002\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u8868\u660e\uff0c\u9762\u5bf9\u672a\u6765\u7684\u5de5\u4f5c\u8d1f\u8f7d\u9700\u6c42\uff0c\u8d85\u7ea7\u96c6\u7fa4\u5728\u53ef\u6269\u5c55\u6027\u548c\u6027\u80fd\u4e0a\u90fd\u66f4\u5177\u4f18\u52bf\u3002<\/p>\n<div class=\"qc-divider-wrapper\">\n<div class=\"qc-divider\" style=\"border-top-style: solid; width: 100%; border-top-color: #d1d1d1;\"><\/div>\n<\/div>\n<p>\u6700\u7ec8\uff0c\u4f60\u5fc5\u987b\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u7c7b\u578b\u3001\u9884\u7b97\u4ee5\u53ca\u53ef\u9760\u6027\u9700\u6c42\uff0c\u5728\u8d85\u7ea7\u8282\u70b9\u548c\u8d85\u7ea7\u96c6\u7fa4\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\u3002<\/p>\n<ul>\n<li>\u8d85\u7ea7\u8282\u70b9\u9002\u5408\u8bd5\u70b9\u9879\u76ee\u4e0e\u5404\u7c7b\u5546\u4e1a AI \u4efb\u52a1\u3002<\/li>\n<li>\u8d85\u7ea7\u96c6\u7fa4\u5219\u66f4\u9002\u5408\u8d85\u5927\u89c4\u6a21\u79d1\u5b66\u8ba1\u7b97\u548c\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<p>\u5173\u952e\u56e0\u7d20\u5305\u62ec\u6027\u80fd\u8981\u6c42\u3001\u53ef\u6269\u5c55\u80fd\u529b\u4ee5\u53ca\u5de5\u4f5c\u8d1f\u8f7d\u7279\u6027\u3002\u4f60\u8fd8\u5e94\u7efc\u5408\u8003\u8651\u53ef\u6301\u7eed\u6027\u3001\u6210\u672c\u6548\u7387\u548c\u707e\u96be\u6062\u590d\u80fd\u529b\u3002<\/p>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u65b9\u9762<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u4f18\u52bf<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u53ef\u6269\u5c55\u6027<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u53ef\u6839\u636e\u9700\u6c42\u7075\u6d3b\u8c03\u6574\u8d44\u6e90<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u80fd\u6e90\u6548\u7387<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u964d\u4f4e\u5bf9\u73af\u5883\u7684\u6574\u4f53\u5f71\u54cd<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">\u6210\u672c\u9ad8\u6548\u8fd0\u8425<\/td>\n<td colspan=\"1\" rowspan=\"1\">\u63d0\u5347\u6295\u8d44\u56de\u62a5\u7387<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u4f60\u4f1a\u770b\u5230\uff0c\u672a\u6765\u8ba1\u7b97\u67b6\u6784\u5c06\u4e0d\u65ad\u6f14\u8fdb\uff0c\u5728\u7075\u6d3b\u6027\u548c\u6548\u7387\u65b9\u9762\u6301\u7eed\u63d0\u5347\uff0c\u4ee5\u5e94\u5bf9\u65e5\u76ca\u589e\u957f\u7684\u7b97\u529b\u9700\u6c42\u3002<\/p>\n<h2><strong>\u5e38\u89c1\u95ee\u9898\uff08FAQ\uff09<\/strong><\/h2>\n<h3>\u8d85\u7ea7\u8282\u70b9\u4e0e\u8d85\u7ea7\u96c6\u7fa4\u7684\u4e3b\u8981\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/h3>\n<p>\u4f60\u53ef\u4ee5\u5c06\u8d85\u7ea7\u8282\u70b9\u7406\u89e3\u4e3a\u62e5\u6709\u8f83\u5c11\u5361\u6570\u3001\u7b97\u529b\u9ad8\u5ea6\u96c6\u4e2d\u7684\u8ba1\u7b97\u5355\u5143\uff1b\u800c\u8d85\u7ea7\u96c6\u7fa4\u5219\u662f\u5728\u4f17\u591a\u8282\u70b9\u4e0a\u90e8\u7f72\u6210\u5343\u4e0a\u4e07\u5f20\u5361\u3002\u5bf9\u4e8e\u8d85\u5927\u89c4\u6a21\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u8d85\u7ea7\u96c6\u7fa4\u5728\u53ef\u6269\u5c55\u6027\u548c\u6574\u4f53\u7b97\u529b\u65b9\u9762\u66f4\u5177\u4f18\u52bf\u3002<\/p>\n<h3>\u5982\u4f55\u5224\u65ad\u54ea\u79cd\u67b6\u6784\u66f4\u9002\u5408\u81ea\u5df1\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff1f<\/h3>\n<p>\u4f60\u9700\u8981\u7efc\u5408\u8bc4\u4f30\u5de5\u4f5c\u8d1f\u8f7d\u89c4\u6a21\u3001\u9884\u7b97\u4ee5\u53ca\u53ef\u9760\u6027\u9700\u6c42\u3002\u8d85\u7ea7\u8282\u70b9\u975e\u5e38\u9002\u5408\u8bd5\u70b9\u9879\u76ee\uff1b\u800c\u5bf9\u4e8e\u5927\u89c4\u6a21 AI \u8bad\u7ec3\u548c\u79d1\u5b66\u8ba1\u7b97\u4efb\u52a1\uff0c\u8d85\u7ea7\u96c6\u7fa4\u5219\u66f4\u4e3a\u5408\u9002\u3002<\/p>\n<h3>\u8d85\u7ea7\u96c6\u7fa4\u662f\u5426\u6bd4\u8d85\u7ea7\u8282\u70b9\u66f4\u96be\u7ef4\u62a4\uff1f<\/h3>\n<p>\u662f\u7684\uff0c\u4f60\u5728\u7ef4\u62a4\u8d85\u7ea7\u96c6\u7fa4\u65f6\u4f1a\u9762\u4e34\u66f4\u591a\u6311\u6218\u3002\u4f60\u9700\u8981\u4e13\u95e8\u56e2\u961f\u8fdb\u884c\u7ef4\u62a4\uff0c\u4ee5\u53ca\u5148\u8fdb\u7684\u76d1\u63a7\u5de5\u5177\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u8d85\u7ea7\u8282\u70b9\u66f4\u6613\u7ba1\u7406\uff0c\u5bf9\u8fd0\u7ef4\u4eba\u529b\u8981\u6c42\u4e5f\u66f4\u4f4e\u3002<\/p>\n<h3>\u4e24\u79cd\u67b6\u6784\u7684\u5178\u578b\u529f\u8017\u9700\u6c42\u662f\u591a\u5c11\uff1f<\/h3>\n<div class=\"qc-default-table-wrapper \">\n<table style=\"min-width: 50px;\">\n<colgroup>\n<col style=\"min-width: 25px;\" \/>\n<col style=\"min-width: 25px;\" \/><\/colgroup>\n<tbody>\n<tr>\n<th colspan=\"1\" rowspan=\"1\">\u67b6\u6784\u7c7b\u578b<\/th>\n<th colspan=\"1\" rowspan=\"1\">\u6240\u9700\u529f\u7387\uff08MW\uff09<\/th>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">1,000 \u5361\u8d85\u7ea7\u8282\u70b9<\/td>\n<td colspan=\"1\" rowspan=\"1\">0.2\u20130.5<\/td>\n<\/tr>\n<tr>\n<td colspan=\"1\" rowspan=\"1\">100,000 \u5361\u8d85\u7ea7\u96c6\u7fa4<\/td>\n<td colspan=\"1\" rowspan=\"1\">15\u201320<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u5728\u4f7f\u7528\u8d85\u7ea7\u96c6\u7fa4\u65f6\uff0c\u4f60\u5fc5\u987b\u4e3a\u9ad8\u989d\u7535\u529b\u6210\u672c\u63d0\u524d\u505a\u597d\u89c4\u5212\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u4e2d\uff0c\u4f60\u6b63\u9762\u4e34\u5173\u952e\u6289\u62e9\uff1a\u90e8\u7f72\u5728\u65e5\u672c\u670d\u52a1\u5668\u4e0a\u7684 1,000 \u5361\u8d85\u7ea7\u8282\u70b9\u63d0\u4f9b\u9ad8\u5ea6\u96c6\u4e2d\u7684\u7b97\u529b\uff0c\u800c 100,000 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\u7b49\u6280\u672f\uff0c\u53ef\u4ee5\u5c06\u5ef6\u8fdf\u964d\u4f4e 18.9%\uff0c\u5e76\u5c06\u8bad\u7ec3\u901f\u5ea6\u63d0\u5347 5.28%\u3002 \u6839\u636e\u4f60\u7684\u5de5\u4f5c\u8d1f\u8f7d\u9700\u6c42\uff0c\u5728\u5411\u4e0a\u6269\u5c55\uff08\u589e\u5f3a\u5355\u8282\u70b9\u7b97\u529b\uff09\u4e0e\u5411\u5916\u6269\u5c55\uff08\u589e\u52a0\u8282\u70b9\u6570\u91cf\uff09\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\u3002 \u5fc5\u987b\u9884\u5148\u89c4\u5212\u8282\u70b9\u6545\u969c\uff1b\u96c6\u7fa4\u8d8a\u5927\uff0c\u6545\u969c\u8d8a\u9891\u7e41\uff0c\u56e0\u6b64\u8981\u4e3a\u5f39\u6027\u800c\u8bbe\u8ba1\uff0c\u4ee5\u786e\u4fdd\u5de5\u4f5c\u8d1f\u8f7d\u5e73\u7a33\u8fd0\u884c\u3002 \u8ba4\u771f\u8bc4\u4f30\u6210\u672c\uff1b\u8d85\u7ea7\u8282\u70b9\u5728\u90e8\u7f72\u548c\u7ef4\u62a4\u65b9\u9762\u66f4\u4fbf\u5b9c\uff0c\u800c\u8d85\u7ea7\u96c6\u7fa4\u5219\u4ee5\u66f4\u9ad8\u4ef7\u683c\u63d0\u4f9b\u66f4\u5f3a\u7b97\u529b\u3002 \u7b97\u529b\u5bf9\u51b3\uff1a\u6027\u80fd\u8868\u73b0 \u539f\u59cb\u7b97\u529b\u5bf9\u6bd4 \u4f60\u60f3\u77e5\u9053\u54ea\u79cd\u67b6\u6784\u80fd\u63d0\u4f9b\u66f4\u5f3a\u7684\u539f\u59cb\u8ba1\u7b97\u80fd\u529b\u3002\u5728\u8fd9\u573a\u7b97\u529b\u5bf9\u51b3\u4e2d\uff0c\u6570\u5b57\u8db3\u4ee5\u8bf4\u660e\u4e00\u5207\u3002\u62e5\u6709 100,000 \u5361\u7684\u8d85\u7ea7\u96c6\u7fa4\u53ef\u4ee5\u8fbe\u5230\u8fd1\u4e4e\u5938\u5f20\u7684\u5cf0\u503c\u6027\u80fd\u3002\u4f60\u4f1a\u770b\u5230\u8fd9\u4e9b\u96c6\u7fa4\u5728 FP16 \u7cbe\u5ea6\u4e0b\u53ef\u5b9e\u73b0\u9ad8\u8fbe 20,000 PFLOPS \u7684\u7b97\u529b\uff0c\u5e76\u63d0\u4f9b 50,000 TB \u7684\u5185\u5b58\u5e26\u5bbd\u3002\u8fd9\u4e9b\u6570\u636e\u8fdc\u8d85\u5c0f\u89c4\u6a21\u8d85\u7ea7\u8282\u70b9\u3002 \u914d\u7f6e \u5cf0\u503c FLOPS\uff08FP16\uff09 \u5185\u5b58\u5e26\u5bbd\uff08TB\uff09 100,000 \u5361\u8d85\u7ea7\u96c6\u7fa4 20,000 PFLOPS 50,000 TB 1,000 \u5361\u8d85\u7ea7\u8282\u70b9 N\/A N\/A \u4f60\u4f1a\u6ce8\u610f\u5230\uff0c\u62e5\u6709 1,000 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