{"id":4008,"date":"2026-04-20T15:00:06","date_gmt":"2026-04-20T07:00:06","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/04\/20\/%e9%bb%84%e4%bb%81%e5%8b%8b%e9%83%bd%e8%a2%ab%e9%97%ae%e6%af%9b%e4%ba%86%ef%bc%9a%e9%a1%b6%e7%ba%a7ai%e5%8e%82%e5%95%86%e5%9c%a8%e5%8e%bbcuda%ef%bc%9f%e4%bd%a0%e7%9a%84%e5%89%8d%e6%8f%90\/"},"modified":"2026-04-20T15:00:06","modified_gmt":"2026-04-20T07:00:06","slug":"%e9%bb%84%e4%bb%81%e5%8b%8b%e9%83%bd%e8%a2%ab%e9%97%ae%e6%af%9b%e4%ba%86%ef%bc%9a%e9%a1%b6%e7%ba%a7ai%e5%8e%82%e5%95%86%e5%9c%a8%e5%8e%bbcuda%ef%bc%9f%e4%bd%a0%e7%9a%84%e5%89%8d%e6%8f%90","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/04\/20\/%e9%bb%84%e4%bb%81%e5%8b%8b%e9%83%bd%e8%a2%ab%e9%97%ae%e6%af%9b%e4%ba%86%ef%bc%9a%e9%a1%b6%e7%ba%a7ai%e5%8e%82%e5%95%86%e5%9c%a8%e5%8e%bbcuda%ef%bc%9f%e4%bd%a0%e7%9a%84%e5%89%8d%e6%8f%90\/","title":{"rendered":"\u9ec4\u4ec1\u52cb\u90fd\u88ab\u95ee\u6bdb\u4e86\uff1a\u9876\u7ea7AI\u5382\u5546\u5728\u53bbCUDA\uff1f\u201c\u4f60\u7684\u524d\u63d0\u5c31\u662f\u9519\u7684\u201d"},"content":{"rendered":"<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/04\/f6bcb553169c1228b91f0aa46f321483.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/04\/f6bcb553169c1228b91f0aa46f321483.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u9ec4\u4ec1\u52cb\u90fd\u88ab\u95ee\u6bdb\u4e86\uff1a\u9876\u7ea7AI\u5382\u5546\u5728\u53bbCUDA\uff1f\u201c\u4f60\u7684\u524d\u63d0\u5c31\u662f\u9519\u7684\u201d\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/04\/af6ecbdf8696168f4af5b3fcbe4dc09f.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/04\/af6ecbdf8696168f4af5b3fcbe4dc09f.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u9ec4\u4ec1\u52cb\u90fd\u88ab\u95ee\u6bdb\u4e86\uff1a\u9876\u7ea7AI\u5382\u5546\u5728\u53bbCUDA\uff1f\u201c\u4f60\u7684\u524d\u63d0\u5c31\u662f\u9519\u7684\u201d\"\/><\/div><\/figure>\n<p>\u9c7c\u7f8a \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>\u63a5\u8fd1\u4e24\u4e2a\u5c0f\u65f6\uff0c\u6b63\u9762\u56de\u7b54\u5173\u4e8e\u82f1\u4f1f\u8fbe\u4e00\u8def\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u6da8\u52304\u4e07\u4ebf\u7f8e\u5143\u5e02\u503c\u7684\u79cd\u79cd\u95ee\u9898\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\u5728\u201c\u7845\u8c37\u6700\u53d7\u6b22\u8fce\u64ad\u5ba2\u201d\u7684\u5168\u65b0\u8bbf\u8c08\uff0c\u4fe1\u606f\u91cf\u6709\u70b9\u9ad8\u3002<\/p>\n<p>\u89c6\u9891\u53d1\u5e03\u534a\u5929\uff0c\u5355\u5728\u6cb9\u7ba1\u4e0a\u7684\u89c2\u770b\u91cf\u5df2\u7ecf\u8d85\u8fc710\u4e07+\u3002<\/p>\n<p>\u7f51\u53cb\u8fd8\u9510\u8bc4\uff1a\u5f88\u5c11\u770b\u5230\u9ec4\u4ec1\u52cb\u8fd9\u4e48\u6fc0\u52a8\u3002<\/p>\n<p>\u592a\u957f\u4e0d\u770b\u7248\uff0c\u91cd\u70b9\u7b14\u8bb0\u653e\u5728\u8fd9\u91cc\u4e86\uff1a<\/p>\n<p>\u66f4\u591a\u7ec6\u8282\uff0c\u4e07\u5b57\u5b9e\u5f55\u5728\u6b64\u5949\u4e0a\uff08\u5185\u542b\u8001\u9ec4\u6fc0\u70c8\u53cd\u9a73\uff09\u3002<\/p>\n<p>\uff08\u64ad\u5ba2\u4e3b\u6301\u4ebaDwarkesh Patel\u63d0\u95ee\u4ee5\u4e0b\u7b80\u5199\u4e3aQ\uff09<\/p>\n<p>Q\uff1a\u8f6f\u4ef6\u516c\u53f8\u6b63\u5728\u7ecf\u5386\u4f30\u503c\u66b4\u8dcc\uff0c\u56e0\u4e3a\u4eba\u4eec\u8ba4\u4e3aAI\u4f1a\u4f7f\u5f97\u8f6f\u4ef6\u53d8\u5f97\u5ec9\u4ef7\u3002\u4e00\u4e2a\u53ef\u80fd\u663e\u5f97\u5929\u771f\u7684\u89c2\u70b9\u662f\uff1a\u82f1\u4f1f\u8fbe\u4ece\u6839\u672c\u4e0a\u662f\u5728\u505a\u8f6f\u4ef6\uff0c\u800c\u5236\u9020\u7531\u5176\u4ed6\u4eba\u5b8c\u6210\u3002\u5982\u679c\u8f6f\u4ef6\u53d8\u5f97\u5ec9\u4ef7\uff0c\u82f1\u4f1f\u8fbe\u4f1a\u4e0d\u4f1a\u4e5f\u5931\u53bb\u62a4\u57ce\u6cb3\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u5f52\u6839\u7ed3\u5e95\uff0c\u5fc5\u987b\u6709\u67d0\u79cd\u4e1c\u897f\u5c06\u7535\u5b50\u8f6c\u5316\u4e3aToken\u3002<\/p>\n<p>\u8fd9\u79cd\u4ece\u7535\u5b50\u5230Token\u7684\u8f6c\u5316\uff0c\u4ee5\u53ca\u65f6\u95f4\u8ba9Token\u53d8\u5f97\u66f4\u6709\u4ef7\u503c\u7684\u8fc7\u7a0b\uff0c\u662f\u5f88\u96be\u53d8\u5f97\u540c\u8d28\u3001\u5ec9\u4ef7\u7684\u3002<\/p>\n<p>\u4ece\u7535\u5b50\u5230Token\u7684\u65c5\u7a0b\u662f\u5982\u6b64\u4e0d\u53ef\u601d\u8bae\u3002\u8ba9\u4e00\u4e2aToken\u6bd4\u53e6\u4e00\u4e2a\u66f4\u6709\u4ef7\u503c\uff0c\u5176\u4e2d\u6295\u5165\u7684\u827a\u672f\u3001\u5de5\u7a0b\u3001\u79d1\u5b66\u548c\u53d1\u660e\u662f\u663e\u800c\u6613\u89c1\u7684\u3002\u6211\u4eec\u6b63\u5728\u5b9e\u65f6\u89c1\u8bc1\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u800c\u5176\u4e2d\u6240\u6d89\u53ca\u7684\u4e00\u5207\u8fd8\u8fdc\u672a\u5b8c\u5168\u88ab\u7406\u89e3\uff0c\u8fd9\u4e00\u65c5\u7a0b\u8fdc\u672a\u7ed3\u675f\u3002\u6211\u5176\u5b9e\u5bf9\u4f60\u6240\u8bf4\u7684\u5047\u8bbe\u662f\u5426\u4f1a\u53d1\u751f\u6301\u6000\u7591\u6001\u5ea6\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u6211\u4eec\u4f1a\u8ba9\u8fd9\u4e00\u8fc7\u7a0b\u66f4\u9ad8\u6548\u3002\u4f60\u63d0\u95ee\u7684\u65b9\u5f0f\u6b63\u597d\u662f\u82f1\u4f1f\u8fbe\u8fd0\u8425\u7684\u7cbe\u795e\u6a21\u5f0f\uff1a\u8f93\u5165\u662f\u7535\u5b50\uff0c\u8f93\u51fa\u662fToken\u3002\u5728\u8fd9\u4e4b\u95f4\u5c31\u662f\u82f1\u4f1f\u8fbe\u3002<\/p>\n<p>\u6211\u4eec\u7684\u5de5\u4f5c\u662f\u4ed8\u51fa\u5fc5\u8981\u7684\u52aa\u529b\uff0c\u540c\u65f6\u5c3d\u53ef\u80fd\u5c11\u5730\u5e72\u9884\uff0c\u4ee5\u5b9e\u73b0\u8fd9\u79cd\u8f6c\u5316\u80fd\u529b\u7684\u6700\u5927\u5316\u3002\u6240\u8c13\u201c\u5c3d\u53ef\u80fd\u5c11\u5730\u5e72\u9884\u201d\uff0c\u610f\u5473\u7740\u4e0d\u662f\u5fc5\u987b\u8981\u6211\u4eec\u505a\u7684\u4e8b\uff0c\u6211\u4eec\u5c31\u4ea4\u7ed9\u5408\u4f5c\u4f19\u4f34\uff0c\u8ba9\u5176\u6210\u4e3a\u751f\u6001\u7cfb\u7edf\u7684\u4e00\u90e8\u5206\u3002<\/p>\n<p>\u4eca\u5929\u7684\u82f1\u4f1f\u8fbe\u62e5\u6709\u6700\u5927\u7684\u5408\u4f5c\u4f19\u4f34\u751f\u6001\u7cfb\u7edf\uff0c\u5305\u62ec\u4e0a\u4e0b\u6e38\u4f9b\u5e94\u94fe\u3001\u6240\u6709\u7684\u8ba1\u7b97\u673a\u516c\u53f8\u3001\u5e94\u7528\u5f00\u53d1\u8005\u548c\u6a21\u578b\u5236\u9020\u8005\u3002<\/p>\n<p>\u53ef\u4ee5\u628aAI\u770b\u4f5c\u4e00\u4e2a\u4e94\u5c42\u86cb\u7cd5\uff0c\u6211\u4eec\u7684\u751f\u6001\u7cfb\u7edf\u8986\u76d6\u4e86\u6bcf\u4e00\u5c42\u3002\u6211\u4eec\u5c3d\u53ef\u80fd\u505a\u66f4\u5c11\u7684\u4e8b\uff0c\u4f46\u4e8b\u5b9e\u8bc1\u660e\uff0c\u6211\u4eec\u4e0d\u5f97\u4e0d\u505a\u7684\u90a3\u90e8\u5206\u96be\u5ea6\u5f02\u5e38\u5de8\u5927\u3002\u6211\u4e0d\u8ba4\u4e3a\u8fd9\u4e2a\u90e8\u5206\u4f1a\u53d8\u5f97\u540c\u8d28\u5316\u3002<\/p>\n<p>\u5b9e\u9645\u4e0a\uff0c\u6211\u4e5f\u4e0d\u8ba4\u4e3a\u8f6f\u4ef6\u516c\u53f8\u3001\u5de5\u5177\u5f00\u53d1\u8005\u4f1a\u5931\u53bb\u62a4\u57ce\u6cb3\u2026\u2026\u5982\u4eca\u5927\u591a\u6570\u8f6f\u4ef6\u516c\u53f8\u90fd\u662f\u5de5\u5177\u5f00\u53d1\u8005\u3002\u4f8b\u5982\uff0cExcel\u662f\u5de5\u5177\uff0cPowerPoint\u662f\u5de5\u5177\uff0cCadence\u5236\u9020\u5de5\u5177\uff0cSynopsys\u4e5f\u5236\u9020\u5de5\u5177\u3002\u6211\u548c\u5927\u5bb6\u7684\u770b\u6cd5\u6b63\u597d\u76f8\u53cd\uff0c\u6211\u8ba4\u4e3aAgent\u7684\u6570\u91cf\u5c06\u4f1a\u5448\u6307\u6570\u589e\u957f\uff0c\u5de5\u5177\u7684\u7528\u6237\u6570\u91cf\u4e5f\u4f1a\u5448\u6307\u6570\u589e\u957f\u3002\u8fd9\u4e9b\u5de5\u5177\u90e8\u7f72\u6570\u91cf\u5f88\u53ef\u80fd\u4f1a\u6fc0\u589e\u3002<\/p>\n<p>\u4eca\u5929\uff0c\u6211\u4eec\u53d7\u9650\u4e8e\u5de5\u7a0b\u5e08\u7684\u6570\u91cf\u3002\u4f46\u672a\u6765\uff0c\u4f1a\u6709\u5927\u91cfAgent\u6765\u652f\u6301\u5de5\u7a0b\u5e08\uff0c\u4ee5\u524d\u6240\u672a\u89c1\u7684\u65b9\u5f0f\u53bb\u63a2\u7d22\u8bbe\u8ba1\u7a7a\u95f4\uff0c\u800c\u4eca\u5929\u6211\u4eec\u6240\u4f7f\u7528\u7684\u5de5\u5177\u5e76\u4e0d\u4f1a\u88ab\u629b\u5f03\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\u5de5\u5177\u7684\u666e\u53ca\u4f1a\u4f7f\u8f6f\u4ef6\u516c\u53f8\u98de\u901f\u589e\u957f\u3002\u4e4b\u6240\u4ee5\u8fd8\u6ca1\u6709\u5b8c\u5168\u53d1\u751f\uff0c\u662f\u56e0\u4e3aAgent\u5728\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u65f6\u8fd8\u4e0d\u591f\u9ad8\u6548\u3002\u8981\u4e48\u8fd9\u4e9b\u516c\u53f8\u81ea\u5df1\u4f1a\u6784\u5efaAgent\uff0c\u8981\u4e48Agent\u4f1a\u8fdb\u5316\u5230\u80fd\u591f\u9ad8\u6548\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u3002\u6211\u8ba4\u4e3a\u4e24\u8005\u4f1a\u7ed3\u5408\u5728\u4e00\u8d77\u3002<\/p>\n<p>Q\uff1a\u5728\u4f60\u4eec\u6700\u8fd1\u7684\u7533\u62a5\u6587\u4ef6\u4e2d\uff0c\u82f1\u4f1f\u8fbe\u5728\u4ee3\u5de5\u5382\u3001\u5185\u5b58\u548c\u5c01\u88c5\u7b49\u65b9\u9762\u7684\u91c7\u8d2d\u627f\u8bfa\u63a5\u8fd11000\u4ebf\u7f8e\u5143\u3002SemiAnalysis\u8bf4\u4f60\u4eec\u7684\u76f8\u5173\u91c7\u8d2d\u627f\u8bfa\u5b9e\u9645\u4e0a\u8fbe\u52302500\u4ebf\u7f8e\u5143\u3002<\/p>\n<p>\u6709\u4e00\u79cd\u89e3\u91ca\u662f\uff0c\u82f1\u4f1f\u8fbe\u7684\u62a4\u57ce\u6cb3\u5176\u5b9e\u5728\u4e8e\u4f60\u4eec\u63d0\u524d\u9501\u5b9a\u4e86\u8fd9\u4e9b\u7a00\u7f3a\u7ec4\u4ef6\u7684\u4f9b\u5e94\u94fe\u3002\u8fd9\u662f\u5426\u662f\u82f1\u4f1f\u8fbe\u63a5\u4e0b\u6765\u51e0\u5e74\u95f4\u6700\u5927\u7684\u62a4\u57ce\u6cb3\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u8fd9\u662f\u6211\u4eec\u80fd\u505a\u5230\u4f46\u522b\u4eba\u5f88\u96be\u505a\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u6211\u4eec\u5728\u4e0a\u6e38\u505a\u4e86\u5de8\u5927\u7684\u627f\u8bfa\u3002\u6709\u4e9b\u627f\u8bfa\u662f\u663e\u6027\u7684\uff0c\u6bd4\u5982\u60a8\u63d0\u5230\u7684\u8fd9\u4e9b\u91c7\u8d2d\u5408\u540c\u3002\u800c\u6709\u4e9b\u627f\u8bfa\u5219\u662f\u9690\u6027\u7684\uff0c\u4f8b\u5982\u5f88\u591a\u4e0a\u6e38\u7684\u6295\u8d44\u662f\u7531\u6211\u4eec\u7684\u4f9b\u5e94\u94fe\u5408\u4f5c\u4f19\u4f34\u63a8\u52a8\u7684\uff0c\u56e0\u4e3a\u6211\u4f1a\u5bf9\u8fd9\u4e9b\u5382\u5546\u7684CEO\u8bf4\uff1a\u201c\u8ba9\u6211\u6765\u544a\u8bc9\u4f60\u8fd9\u4e2a\u884c\u4e1a\u89c4\u6a21\u4f1a\u6709\u591a\u5927\uff0c\u8ba9\u6211\u5411\u4f60\u89e3\u91ca\u539f\u56e0\uff0c\u8ba9\u6211\u8ddf\u4f60\u4e00\u8d77\u63a8\u6f14\uff0c\u5e76\u5c55\u793a\u6211\u6240\u770b\u5230\u7684\u3002\u201d<\/p>\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u6211\u4e0d\u65ad\u5730\u5411\u4e0d\u540c\u9886\u57df\u4e0a\u6e38\u4ea7\u4e1a\u7684CEO\u4eec\u4f20\u9012\u4fe1\u606f\u3001\u6fc0\u52b1\u4ed6\u4eec\u5e76\u4e0e\u4ed6\u4eec\u8fbe\u6210\u4e00\u81f4\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u4ed6\u4eec\u613f\u610f\u8fdb\u884c\u6295\u8d44\u3002\u4e3a\u4ec0\u4e48\u4ed6\u4eec\u613f\u610f\u4e3a\u6211\u6295\u8d44\uff0c\u800c\u4e0d\u662f\u5176\u4ed6\u4eba\uff1f\u56e0\u4e3a\u4ed6\u4eec\u77e5\u9053\uff0c\u6211\u6709\u80fd\u529b\u627f\u63a5\u4ed6\u4eec\u7684\u4f9b\u5e94\uff0c\u5e76\u901a\u8fc7\u6211\u7684\u4e0b\u6e38\u9500\u552e\u51fa\u53bb\u3002<\/p>\n<p>\u4e8b\u5b9e\u662f\uff0c\u82f1\u4f1f\u8fbe\u7684\u4e0b\u6e38\u4f9b\u5e94\u94fe\u4ee5\u53ca\u9700\u6c42\u89c4\u6a21\u975e\u5e38\u5e9e\u5927\uff0c\u4ed6\u4eec\u613f\u610f\u4e3a\u6b64\u6295\u8d44\u3002<\/p>\n<p>\u5982\u679c\u4f60\u53c2\u52a0\u8fc7GTC\uff0c\u4f60\u4f1a\u5bf9\u5b83\u7684\u89c4\u6a21\u548c\u4e0e\u4f1a\u8005\u6570\u91cf\u611f\u5230\u60ca\u8bb6\u3002\u90a3\u662f\u4e00\u4e2a\u5b8c\u6574\u7684360\u5ea6\u5168\u666f\uff0c\u6c47\u805a\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u6574\u4e2a\u5b87\u5b99\u3002\u5927\u5bb6\u805a\u5728\u4e00\u8d77\uff0c\u56e0\u4e3a\u4ed6\u4eec\u9700\u8981\u5f7c\u6b64\u4e86\u89e3\u3002\u6211\u628a\u4ed6\u4eec\u805a\u96c6\u5728\u4e00\u8d77\uff0c\u8ba9\u4e0b\u6e38\u80fd\u591f\u89c1\u5230\u4e0a\u6e38\uff0c\u8ba9\u4e0a\u6e38\u80fd\u591f\u89c1\u5230\u4e0b\u6e38\uff0c\u540c\u65f6\u5927\u5bb6\u8fd8\u53ef\u4ee5\u770b\u5230\u4eba\u5de5\u667a\u80fd\u7684\u6700\u65b0\u8fdb\u5c55\u3002\u6700\u91cd\u8981\u7684\u662f\uff0c\u4ed6\u4eec\u8fd8\u53ef\u4ee5\u89c1\u5230\u90a3\u4e9b\u4eba\u5de5\u667a\u80fd\u539f\u751f\u516c\u53f8\u548c\u521d\u521b\u4f01\u4e1a\uff0c\u5e76\u4eb2\u773c\u76ee\u7779\u6211\u544a\u8bc9\u4ed6\u4eec\u7684\u4e00\u5207\u3002\u6211\u628a\u5927\u91cf\u65f6\u95f4\u7528\u4e8e\u5411\u6211\u4eec\u7684\u4f9b\u5e94\u94fe\u3001\u5408\u4f5c\u4f19\u4f34\u548c\u751f\u6001\u7cfb\u7edf\u76f4\u63a5\u6216\u95f4\u63a5\u5730\u4f20\u9012\u6709\u5173\u672a\u6765\u673a\u4f1a\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u6709\u4eba\u603b\u662f\u8bf4\uff1a\u201c\u9ec4\u4ec1\u52cb\uff0c\u4f60\u7684\u5927\u591a\u6570\u4e3b\u9898\u6f14\u8bb2\u5c31\u662f\u4e00\u4e2a\u63a5\u4e00\u4e2a\u7684\u53d1\u5e03\u3002\u201d\u4e8b\u5b9e\u4e0a\uff0c\u6211\u7684\u6f14\u8bb2\u4e2d\u603b\u6709\u4e00\u90e8\u5206\u5f88\u201c\u6298\u78e8\u4eba\u201d\uff0c\u51e0\u4e4e\u50cf\u5728\u4e0a\u8bfe\u3002\u6211\u662f\u6545\u610f\u7684\uff0c\u6211\u9700\u8981\u786e\u4fdd\u6211\u4eec\u7684\u6574\u4e2a\u4f9b\u5e94\u94fe\u2014\u2014\u65e0\u8bba\u662f\u4e0a\u6e38\u8fd8\u662f\u4e0b\u6e38\u2014\u2014\u90fd\u4e86\u89e3\u6b63\u5728\u53d1\u751f\u7684\u53d8\u5316\uff0c\u7406\u89e3\u8fd9\u4e9b\u53d8\u5316\u4e3a\u4ec0\u4e48\u4f1a\u53d1\u751f\u3001\u4f55\u65f6\u53d1\u751f\u4ee5\u53ca\u89c4\u6a21\u591a\u5927\uff0c\u5e76\u80fd\u50cf\u6211\u4e00\u6837\u7cfb\u7edf\u6027\u5730\u63a8\u7406\u51fa\u6765\u3002<\/p>\n<p>\u56de\u5230\u62a4\u57ce\u6cb3\u7684\u95ee\u9898\uff0c\u6211\u4eec\u6b63\u4e3a\u672a\u6765\u505a\u51c6\u5907\u2014\u2014\u5982\u679c\u672a\u6765\u51e0\u5e74\u6211\u4eec\u7684\u4e1a\u52a1\u89c4\u6a21\u8fbe\u5230\u4e00\u4e07\u4ebf\u7f8e\u5143\uff0c\u6211\u4eec\u7684\u4f9b\u5e94\u94fe\u5df2\u7ecf\u4e3a\u6b64\u505a\u597d\u4e86\u51c6\u5907\u3002\u5982\u679c\u6ca1\u6709\u6211\u4eec\u7684\u5e02\u573a\u8986\u76d6\u7387\u548c\u4e1a\u52a1\u9a71\u52a8\u529b\u2026\u2026\u6b63\u5982\u73b0\u91d1\u6d41\u6709\u5176\u6d41\u901a\u6027\u4e00\u6837\uff0c\u4f9b\u5e94\u94fe\u4e5f\u5b58\u5728\u5176\u6d41\u52a8\u6027\u3002\u5982\u679c\u6ca1\u6709\u8db3\u591f\u9891\u7e41\u7684\u4e1a\u52a1\u6d41\u52a8\u6027\uff0c\u5c31\u6ca1\u6709\u4eba\u4f1a\u613f\u610f\u5efa\u7acb\u4f9b\u5e94\u94fe\u6765\u652f\u6301\u67b6\u6784\u4e0a\u7684\u6269\u5c55\u3002\u6211\u4eec\u80fd\u591f\u627f\u53d7\u8fd9\u4e48\u5927\u7684\u89c4\u6a21\u6269\u5c55\uff0c\u662f\u56e0\u4e3a\u6211\u4eec\u4e0b\u6e38\u7684\u9700\u6c42\u975e\u5e38\u5e9e\u5927\u3002\u800c\u5927\u5bb6\u5df2\u7ecf\u4eb2\u773c\u89c1\u8bc1\u4e86\u8fd9\u4e00\u70b9\u3002\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u4ee5\u73b0\u5728\u7684\u89c4\u6a21\u53bb\u5b8c\u6210\u6211\u4eec\u6240\u505a\u7684\u4e00\u5207\u3002<\/p>\n<p>Q\uff1a\u6211\u60f3\u66f4\u5177\u4f53\u5730\u4e86\u89e3\u4e0a\u6e38\u662f\u5426\u80fd\u591f\u8ddf\u4e0a\u9700\u6c42\u3002\u8fc7\u53bb\u7684\u51e0\u5e74\u4e2d\uff0c\u4f60\u4eec\u7684\u5e74\u6536\u5165\u4e0d\u65ad\u7ffb\u500d\uff0c\u4f60\u4eec\u5411\u5168\u7403\u63d0\u4f9b\u7684\u6d6e\u70b9\u8fd0\u7b97\u80fd\u529b\uff08flops\uff09\u589e\u957f\u66f4\u662f\u8d85\u8fc7\u4e86\u4e09\u500d\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u5728\u73b0\u5728\u8fd9\u79cd\u89c4\u6a21\u4e0b\u505a\u5230\u6536\u5165\u7ffb\u500d\u786e\u5b9e\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002<\/p>\n<p>Q\uff1a\u786e\u5b9e\u5982\u6b64\u3002\u4f46\u5f53\u6211\u4eec\u8c08\u5230\u903b\u8f91\u82af\u7247\u65f6\uff0c\u4f60\u4eec\u662f\u53f0\u79ef\u7535N3\u8282\u70b9\u7684\u6700\u5927\u5ba2\u6237\uff0c\u540c\u65f6\u4e5f\u662fN2\u8282\u70b9\u7684\u4e3b\u8981\u5ba2\u6237\u4e4b\u4e00\u3002\u636eSemiAnalysis\u9884\u6d4b\uff0c\u4eca\u5e74AI\u5c06\u5360N3\u4ea7\u80fd\u768460%\uff0c\u800c\u660e\u5e74\u5c06\u8fbe\u523086%\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5982\u679c\u4f60\u4eec\u5df2\u7ecf\u5360\u636e\u4e86\u591a\u6570\u4ea7\u80fd\uff0c\u600e\u4e48\u7ee7\u7eed\u5b9e\u73b0\u7ffb\u500d\u589e\u957f\uff1f\u73b0\u5728\u662f\u4e0d\u662f\u5904\u4e8e\u8fd9\u6837\u4e00\u79cd\u72b6\u6001\uff1aAI\u7b97\u529b\u7684\u589e\u957f\u7387\u5fc5\u987b\u56e0\u4e3a\u4e0a\u6e38\u800c\u653e\u7f13\uff1f\u4f60\u4eec\u662f\u5426\u770b\u5230\u4e86\u7ed5\u5f00\u8fd9\u4e2a\u95ee\u9898\u7684\u65b9\u6cd5\uff1f\u6211\u4eec\u5982\u4f55\u8ba9\u6676\u5706\u5382\u7684\u4ea7\u80fd\u6bcf\u5e74\u589e\u957f1\u500d\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u4ece\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u6765\u8bf4\uff0c\u77ac\u65f6\u9700\u6c42\u5df2\u7ecf\u8d85\u8fc7\u4e86\u5168\u7403\u4e0a\u6e38\u548c\u4e0b\u6e38\u7684\u4f9b\u5e94\u603b\u91cf\u3002\u5728\u4efb\u4f55\u65f6\u523b\uff0c\u6211\u4eec\u90fd\u53ef\u80fd\u88ab\u201c\u6c34\u7ba1\u5de5\u201d\u7684\u6570\u91cf\u6240\u9650\u5236\uff0c\u8fd9\u786e\u5b9e\u4f1a\u53d1\u751f\u3002<\/p>\n<p>Q\uff1a\u90a3\u660e\u5e74\u7684GTC\u5927\u4f1a\u5e94\u8be5\u9080\u8bf7\u6c34\u7ba1\u5de5\u4eec\u6765\u53c2\u4f1a\uff08\u7b11\uff09\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u8fd9\u4e2a\u4e3b\u610f\u4e0d\u9519\uff08\u7b11\uff09\u3002\u4f46\u62e5\u6709\u8d85\u8d8a\u884c\u4e1a\u4f9b\u5e94\u80fd\u529b\u7684\u9700\u6c42\u662f\u597d\u4e8b\u3002\u663e\u7136\uff0c\u60c5\u51b5\u76f8\u53cd\u7684\u8bdd\u5c31\u4e0d\u5999\u4e86\u3002\u5982\u679c\u4f9b\u5e94\u548c\u9700\u6c42\u4e4b\u95f4\u7684\u5dee\u8ddd\u8fc7\u5927\uff0c\u884c\u4e1a\u4f1a\u8fc5\u901f\u5411\u7f3a\u53e3\u805a\u5408\u3002\u4f8b\u5982\uff0c\u4f60\u4f1a\u53d1\u73b0\uff0c\u73b0\u5728\u51e0\u4e4e\u6ca1\u4eba\u518d\u8c08\u8bbaCoWoS\u5c01\u88c5\u6280\u672f\u4e86\u3002<\/p>\n<p>Q\uff1a\u4e3a\u4ec0\u4e48\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u539f\u56e0\u5728\u4e8e\u8fc7\u53bb\u4e24\u5e74\u884c\u4e1a\u5df2\u7ecf\u5bf9\u6b64\u8fdb\u884c\u4e86\u5927\u91cf\u6295\u8d44\uff0c\u5176\u89c4\u6a21\u751a\u81f3\u7ffb\u500d\u589e\u957f\u4e86\u51e0\u6b21\u3002\u76ee\u524d\u6211\u4eec\u5728\u8fd9\u65b9\u9762\u5904\u4e8e\u76f8\u5f53\u4e0d\u9519\u7684\u72b6\u6001\u3002\u53f0\u79ef\u7535\u73b0\u5728\u77e5\u9053\uff0cCoWoS\u7684\u4f9b\u5e94\u80fd\u529b\u5fc5\u987b\u8ddf\u4e0a\u903b\u8f91\u82af\u7247\u548c\u5185\u5b58\u7684\u9700\u6c42\u3002\u4ed6\u4eec\u6b63\u5728\u628aCoWoS\u548c\u672a\u6765\u7684\u5c01\u88c5\u6280\u672f\u6269\u5c55\u5230\u548c\u903b\u8f91\u82af\u7247\u540c\u6b65\u53d1\u5c55\u7684\u6c34\u5e73\u3002\u8fd9\u975e\u5e38\u68d2\uff0c\u56e0\u4e3a\u66fe\u7ecf\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0cCoWoS\u548cHBM\u5185\u5b58\u6280\u672f\u8fd8\u88ab\u89c6\u4e3a\u4e00\u79cd\u201c\u7279\u79cd\u6280\u672f\u201d\u3002\u4f46\u73b0\u5728\u5b83\u4eec\u5df2\u7ecf\u6210\u4e3a\u4e3b\u6d41\u8ba1\u7b97\u6280\u672f\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u73b0\u5728\u6211\u4eec\u80fd\u591f\u66f4\u5e7f\u6cdb\u5730\u5f71\u54cd\u4f9b\u5e94\u94fe\u3002AI\u9769\u547d\u7684\u65e9\u671f\uff0c\u6211\u5c31\u5df2\u7ecf\u5728\u8bf4\u6211\u73b0\u5728\u8bf4\u7684\u5f88\u591a\u8bdd\u4e86\u3002\u5f53\u65f6\uff0c\u6709\u4e9b\u4eba\u76f8\u4fe1\u5e76\u4e3a\u6b64\u8fdb\u884c\u4e86\u6295\u8d44\uff0c\u6bd4\u5982\u7f8e\u5149\u7684\u6851\u6770\uff08Sanjay\uff09\u548c\u4ed6\u7684\u56e2\u961f\u3002\u6211\u5bf9\u90a3\u6b21\u4f1a\u8bae\u5370\u8c61\u975e\u5e38\u6df1\u523b\uff0c\u6211\u6e05\u6670\u5730\u9610\u660e\u4e86\u4e3a\u4ec0\u4e48\u4e8b\u60c5\u4f1a\u8fd9\u6837\u53d1\u751f\u4ee5\u53ca\u5bf9\u672a\u6765\u7684\u9884\u6d4b\u3002\u800c\u4ed6\u4eec\u771f\u7684\u52a0\u500d\u6295\u5165\u4e86\uff0c\u4e0e\u6211\u4eec\u5728LPDDR\u548cHBM\u5185\u5b58\u9886\u57df\u5efa\u7acb\u4e86\u5408\u4f5c\u3002\u8fd9\u65e0\u7591\u4e3a\u4ed6\u4eec\u516c\u53f8\u5e26\u6765\u4e86\u5de8\u5927\u7684\u53d1\u5c55\u3002\u6709\u4e00\u4e9b\u4eba\u6765\u7684\u7a0d\u665a\uff0c\u4f46\u73b0\u5728\u4ed6\u4eec\u4e5f\u90fd\u5230\u573a\u4e86\u3002<\/p>\n<p>\u6211\u4eec\u5bf9\u6bcf\u4e00\u4e2a\u74f6\u9888\u95ee\u9898\u90fd\u7ed9\u4e88\u4e86\u6781\u5927\u7684\u5173\u6ce8\u3002\u73b0\u5728\u6211\u4eec\u5728\u63d0\u524d\u51e0\u5e74\u9884\u5224\u8fd9\u4e9b\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u8fc7\u53bb\u51e0\u5e74\u5185\u6211\u4eec\u4e0eLumentum\u3001Coherent\u4ee5\u53ca\u7845\u5149\u5b50\u751f\u6001\u7cfb\u7edf\u7684\u5408\u4f5c\u6295\u8d44\uff0c\u786e\u5b9e\u91cd\u5851\u4e86\u4f9b\u5e94\u94fe\u3002\u6211\u4eec\u56f4\u7ed5\u7740\u53f0\u79ef\u7535\u5efa\u7acb\u4e86\u5b8c\u6574\u7684\u4f9b\u5e94\u94fe\uff0c\u5728COUPE\u9879\u76ee\u4e0a\u4e0e\u4ed6\u4eec\u5408\u4f5c\uff0c\u53d1\u660e\u4e86\u4e00\u5806\u65b0\u6280\u672f\uff0c\u5e76\u5c06\u4e13\u5229\u6388\u6743\u7ed9\u4f9b\u5e94\u94fe\u4ee5\u4fdd\u6301\u5176\u5f00\u653e\u6027\u3002<\/p>\n<p>\u6211\u4eec\u901a\u8fc7\u65b0\u6280\u672f\u3001\u65b0\u5de5\u4f5c\u6d41\u7a0b\u3001\u65b0\u68c0\u6d4b\u8bbe\u5907\u4ee5\u53ca\u6295\u8d44\uff0c\u6765\u5e2e\u52a9\u5408\u4f5c\u4f19\u4f34\u6269\u5c55\u4ea7\u80fd\u3002\u4f60\u53ef\u4ee5\u770b\u5230\uff0c\u6211\u4eec\u6b63\u8bd5\u56fe\u901a\u8fc7\u751f\u6001\u7cfb\u7edf\u7684\u5efa\u6784\uff0c\u786e\u4fdd\u4f9b\u5e94\u94fe\u80fd\u591f\u652f\u6301\u8fd9\u79cd\u89c4\u6a21\u5316\u7684\u53d1\u5c55\u3002<\/p>\n<p>Q\uff1a\u770b\u8d77\u6765\u6709\u4e9b\u74f6\u9888\u6bd4\u5176\u4ed6\u7684\u66f4\u5bb9\u6613\u89e3\u51b3\u3002\u5c06CoWoS\u6269\u5c55\u5230\u66f4\u5927\u89c4\u6a21\u53ef\u80fd\u76f8\u5bf9\u5bb9\u6613\u2014\u2014<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0c\u6211\u6311\u4e86\u6700\u96be\u7684\u4e00\u4e2a\u4f8b\u5b50\u3002<\/p>\n<p>Q\uff1a\u54ea\u4e2a\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u7ba1\u9053\u5de5\u548c\u7535\u5de5\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u6211\u5bf9\u67d0\u4e9b\u201c\u672b\u65e5\u8bba\u8005\u201d\u611f\u5230\u62c5\u5fe7\u7684\u4e00\u70b9\uff0c\u8fd9\u4e9b\u4eba\u603b\u662f\u5728\u63cf\u8ff0\u5de5\u4f5c\u88ab\u7ec8\u7ed3\uff0c\u5c97\u4f4d\u5c06\u6d88\u5931\u7684\u95ee\u9898\u3002\u5982\u679c\u6211\u4eec\u529d\u4eba\u4eec\u4e0d\u8981\u505a\u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff0c\u90a3\u6211\u4eec\u5c06\u4f1a\u9762\u4e34\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u77ed\u7f3a\u7684\u95ee\u9898\u3002<\/p>\n<p>\u540c\u6837\uff0c\u5341\u5e74\u524d\u4e5f\u6709\u4eba\u505a\u8fc7\u7c7b\u4f3c\u7684\u9884\u6d4b\uff0c\u90a3\u65f6\u4e00\u4e9b\u60b2\u89c2\u4e3b\u4e49\u8005\u8bf4\uff1a\u201c\u65e0\u8bba\u4f60\u505a\u4ec0\u4e48\uff0c\u90fd\u4e0d\u8981\u6210\u4e3a\u653e\u5c04\u79d1\u533b\u751f\u3002\u201d\u4f60\u73b0\u5728\u53ef\u80fd\u8fd8\u80fd\u5728\u7f51\u4e0a\u627e\u5230\u90a3\u4e9b\u8bf4\u653e\u5c04\u79d1\u533b\u751f\u8fd9\u4e2a\u804c\u4e1a\u4f1a\u9996\u5148\u6d88\u5931\u7684\u89c6\u9891\u3002\u4f46\u73b0\u5728\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f\u6211\u4eec\u6070\u6070\u7f3a\u5c11\u653e\u5c04\u79d1\u533b\u751f\u3002<\/p>\n<p>Q\uff1a\u56de\u5230\u4e4b\u524d\u5173\u4e8e\u67d0\u4e9b\u74f6\u9888\u66f4\u5bb9\u6613\u89e3\u51b3\u7684\u95ee\u9898\u3002\u5982\u4f55\u6bcf\u5e74\u5236\u90202\u500d\u7684\u903b\u8f91\u82af\u7247\uff1f\u903b\u8f91\u82af\u7247\u548c\u5185\u5b58\u82af\u7247\u7684\u6269\u5c55\u53d7\u5230\u6781\u7d2b\u5916\u5149\u523b\uff08EUV\uff09\u7684\u9650\u5236\u3002\u5982\u4f55\u505a\u5230\u6bcf\u5e742\u500d\u589e\u957f\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u8fd9\u662f\u53ef\u4ee5\u5feb\u901f\u6269\u5c55\u7684\u3002\u8fd9\u4e9b\u90fd\u4e0d\u96be\uff0c\u53ea\u9700\u8981\u9700\u6c42\u4fe1\u53f7\u3002\u4e00\u65e6\u4f60\u80fd\u591f\u9020\u4e00\u4e2a\uff0c\u5c31\u53ef\u4ee5\u9020\u5341\u4e2a\uff0c\u63a5\u7740\u5c31\u53ef\u4ee5\u9020\u4e00\u767e\u4e07\u4e2a\u3002\u6240\u6709\u8fd9\u4e9b\u90fd\u5f88\u5bb9\u6613\u590d\u5236\u3002<\/p>\n<p>Q\uff1a\u4f60\u4eec\u4f1a\u4ecb\u5165\u591a\u6df1\uff1f\u4f1a\u53bb\u548cASML\u6c9f\u901a\u5417\uff0c\u544a\u8bc9\u4ed6\u4eec\uff1a\u201c\u770b\u770b\u4e09\u5e74\u540e\u7684\u9700\u6c42\u5427\u3002\u4e3a\u4e86\u8ba9\u82f1\u4f1f\u8fbe\u6bcf\u5e74\u5b9e\u73b02\u4e07\u4ebf\u7f8e\u5143\u7684\u8425\u6536\uff0c\u6211\u4eec\u9700\u8981\u66f4\u591aEUV\u5149\u523b\u673a\u3002\u201d<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6709\u4e9b\u6211\u5f97\u76f4\u63a5\u5f00\u53e3\uff0c\u6709\u4e9b\u5219\u662f\u95f4\u63a5\u5b9e\u73b0\u7684\u3002\u6bd4\u5982\u6211\u8bf4\u670d\u4e86\u53f0\u79ef\u7535\uff0cASML\u81ea\u7136\u4f1a\u88ab\u8bf4\u670d\u3002\u5173\u952e\u662f\u6211\u4eec\u5fc5\u987b\u8003\u8651\u5173\u952e\u74f6\u9888\u3002\u4f46\u53ea\u8981\u53f0\u79ef\u7535\u88ab\u8bf4\u670d\u4e86\uff0c\u51e0\u5e74\u5185\u4f60\u5c31\u4f1a\u770b\u5230\u8db3\u591f\u7684EUV\u8bbe\u5907\u3002<\/p>\n<p>\u6211\u7684\u89c2\u70b9\u662f\uff0c\u6ca1\u6709\u54ea\u4e2a\u74f6\u9888\u4f1a\u6301\u7eed\u8d85\u8fc7\u4e24\u4e09\u5e74\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u6211\u4eec\u5728\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u65b9\u9762\u4e5f\u5728\u53d6\u5f97\u5de8\u5927\u8fdb\u6b65\u3002\u4f8b\u5982\uff0cHopper\u5230Blackwell\u67b6\u6784\u7684\u6548\u7387\u63d0\u5347\u8fbe\u523030-50\u500d\u3002\u56e0\u4e3aCUDA\u7684\u7075\u6d3b\u6027\uff0c\u6211\u4eec\u80fd\u591f\u5f00\u53d1\u51fa\u5168\u65b0\u7684\u7b97\u6cd5\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5728\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u7684\u540c\u65f6\u4e5f\u5728\u589e\u52a0\u4ea7\u80fd\u3002\u8fd9\u4e9b\u95ee\u9898\u5bf9\u6211\u6765\u8bf4\u90fd\u6ca1\u6709\u90a3\u4e48\u503c\u5f97\u62c5\u5fc3\u3002\u771f\u6b63\u5e26\u6765\u98ce\u9669\u7684\u662f\u4e0b\u6e38\u95ee\u9898\uff0c\u6bd4\u5982\u9650\u5236\u80fd\u6e90\u6269\u5c55\u7684\u653f\u7b56\u3002\u6ca1\u6709\u80fd\u6e90\uff0c\u4f60\u4e0d\u53ef\u80fd\u5efa\u7acb\u4e00\u4e2a\u5de5\u4e1a\uff1b\u6ca1\u6709\u80fd\u6e90\uff0c\u4f60\u4e0d\u53ef\u80fd\u5efa\u7acb\u4e00\u5bb6\u65b0\u7684\u5236\u9020\u4f01\u4e1a\u3002<\/p>\n<p>\u6211\u4eec\u8981\u91cd\u5851\u7f8e\u56fd\u7684\u5de5\u4e1a\u3002\u6211\u4eec\u5e0c\u671b\u5e26\u56de\u82af\u7247\u5236\u9020\u3001\u8ba1\u7b97\u673a\u5236\u9020\u548c\u5c01\u88c5\u5de5\u827a\uff1b\u6211\u4eec\u5e0c\u671b\u5efa\u9020\u65b0\u7684\u4e1c\u897f\uff0c\u6bd4\u5982\u7535\u52a8\u8f66\u3001\u673a\u5668\u4eba\uff1b\u6211\u4eec\u5e0c\u671b\u5efa\u9020AI\u5de5\u5382\u3002\u4f46\u4f60\u65e0\u6cd5\u5728\u6ca1\u6709\u80fd\u6e90\u7684\u60c5\u51b5\u4e0b\u5b8c\u6210\u8fd9\u4e9b\uff0c\u5e76\u4e14\u8fd9\u4e9b\u95ee\u9898\u90fd\u9700\u8981\u5f88\u957f\u65f6\u95f4\u53bb\u89e3\u51b3\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u82af\u7247\u4ea7\u80fd\u7684\u95ee\u9898\u53ea\u9700\u89812-3\u5e74\u5373\u53ef\u89e3\u51b3\u3002CoWoS\u4ea7\u80fd\u6269\u5c55\u4e5f\u662f2-3\u5e74\u7684\u4e8b\u3002<\/p>\n<p>Q\uff1a\u5f88\u6709\u8da3\u3002\u6211\u89c9\u5f97\u6211\u9080\u8bf7\u7684\u5609\u5bbe\u6709\u65f6\u4f1a\u8868\u8fbe\u5b8c\u5168\u76f8\u53cd\u7684\u89c2\u70b9\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6211\u6b20\u7f3a\u6280\u672f\u77e5\u8bc6\u6765\u5224\u65ad\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u597d\u6d88\u606f\u662f\u4f60\u73b0\u5728\u5728\u548c\u4e00\u4f4d\u4e13\u5bb6\u4ea4\u8c08\uff08\u7b11\uff09\u3002<\/p>\n<p>Q\uff1a\u6211\u6709\u4e00\u4e2a\u5173\u4e8e\u7ade\u4e89\u5bf9\u624b\u7684\u95ee\u9898\u3002\u4e16\u754c\u4e0a\u6392\u540d\u524d\u4e09\u7684AI\u6a21\u578b\u4e2d\u6709\u4e24\u4e2a\u2014\u2014Claude\u548cGemini\uff0c\u90fd\u662f\u5728TPU\u4e0a\u8bad\u7ec3\u7684\u3002\u8fd9\u5bf9\u82f1\u4f1f\u8fbe\u672a\u6765\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6211\u4eec\u6784\u5efa\u7684\u4e1c\u897f\u4e0eTPU\u975e\u5e38\u4e0d\u540c\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u6784\u5efa\u7684\u662f\u52a0\u901f\u8ba1\u7b97\uff08Accelerated Computing\uff09\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u4e00\u4e2a\u5f20\u91cf\u5904\u7406\u5355\u5143\uff08TPU\uff09\u3002<\/p>\n<p>\u52a0\u901f\u8ba1\u7b97\u53ef\u4ee5\u7528\u4e8e\u5404\u79cd\u7528\u9014\uff1a\u5206\u5b50\u52a8\u529b\u5b66\u3001\u91cf\u5b50\u8272\u52a8\u529b\u5b66\u3001\u6570\u636e\u5904\u7406\u3001\u6570\u636e\u6846\u67b6\u3001\u7ed3\u6784\u5316\u6570\u636e\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002\u5b83\u8fd8\u7528\u4e8e\u6d41\u4f53\u52a8\u529b\u5b66\u548c\u7c92\u5b50\u7269\u7406\u5b66\u3002\u6b64\u5916\uff0c\u6211\u4eec\u4e5f\u7528\u5b83\u8fdb\u884cAI\u8ba1\u7b97\u3002<\/p>\n<p>\u52a0\u901f\u8ba1\u7b97\u66f4\u52a0\u591a\u6837\u5316\u3002\u5c3d\u7ba1\u4eca\u5929\u5927\u5bb6\u90fd\u5728\u8c08\u8bbaAI\uff0c\u5e76\u4e14AI\u7684\u786e\u975e\u5e38\u91cd\u8981\u4e14\u5177\u6709\u6df1\u8fdc\u5f71\u54cd\uff0c\u4f46\u8ba1\u7b97\u7684\u8303\u56f4\u8fdc\u6bd4\u8fd9\u66f4\u5e7f\u6cdb\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u91cd\u65b0\u5b9a\u4e49\u4e86\u8ba1\u7b97\u7684\u65b9\u5f0f\uff0c\u4ece\u901a\u7528\u8ba1\u7b97\u8fc7\u6e21\u5230\u52a0\u901f\u8ba1\u7b97\u3002\u6211\u4eec\u7684\u5e02\u573a\u8986\u76d6\u8303\u56f4\u8fdc\u8fdc\u5927\u4e8e\u4efb\u4f55TPU\u6216ASIC\uff08\u5e94\u7528\u4e13\u7528\u96c6\u6210\u7535\u8def\uff09\u80fd\u591f\u8fbe\u5230\u7684\u6c34\u5e73\u3002\u6211\u4eec\u662f\u552f\u4e00\u4e00\u5bb6\u80fd\u591f\u52a0\u901f\u5404\u79cd\u5e94\u7528\u7684\u516c\u53f8\u3002\u6211\u4eec\u62e5\u6709\u4e00\u4e2a\u5e9e\u5927\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u6240\u4ee5\u5404\u79cd\u6846\u67b6\u548c\u7b97\u6cd5\u90fd\u80fd\u5728\u82f1\u4f1f\u8fbe\u7684\u5e73\u53f0\u4e0a\u8fd0\u884c\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u5927\u591a\u6570\u81ea\u5efa\u7cfb\u7edf\u90fd\u4e0d\u662f\u4e3a\u65b9\u4fbf\u4ed6\u4eba\u64cd\u4f5c\u800c\u8bbe\u8ba1\u7684\u3002\u6211\u4eec\u7684\u7cfb\u7edf\u4e4b\u6240\u4ee5\u65e0\u5904\u4e0d\u5728\uff0c\u5305\u62ec\u5728Google\u3001Amazon\u3001Azure\u548cOCI\uff08Oracle\u4e91\u57fa\u7840\u8bbe\u65bd\uff09\u4e0a\uff0c\u662f\u56e0\u4e3a\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\u6211\u4eec\u7684\u7cfb\u7edf\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n<p>\u5982\u679c\u4f60\u60f3\u901a\u8fc7\u79df\u8d41\u65b9\u5f0f\u8fd0\u8425\u8fd9\u4e9b\u8ba1\u7b97\u80fd\u529b\uff0c\u4f60\u6700\u597d\u6709\u5927\u89c4\u6a21\u7684\u3001\u591a\u884c\u4e1a\u7684\u5ba2\u6237\u751f\u6001\u7cfb\u7edf\u6765\u6d88\u5316\u8fd9\u4e9b\u8d44\u6e90\u3002\u5982\u679c\u4f60\u60f3\u81ea\u7528\uff0c\u6211\u4eec\u663e\u7136\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u4f60\u64cd\u4f5c\u8fd9\u4e9b\u8ba1\u7b97\u7cfb\u7edf\uff0c\u6bd4\u5982\u6211\u4eec\u4e3aElon Musk\u7684xAI\u63d0\u4f9b\u652f\u6301\u3002\u800c\u7531\u4e8e\u6211\u4eec\u80fd\u591f\u652f\u6301\u4efb\u4f55\u516c\u53f8\u548c\u4efb\u4f55\u884c\u4e1a\u7684\u8fd0\u8425\u5546\uff0c\u4f60\u53ef\u4ee5\u5c06\u5b83\u7528\u4e8e\u6253\u9020\u4e13\u95e8\u7528\u4e8e\u79d1\u5b66\u7814\u7a76\u548c\u836f\u7269\u53d1\u73b0\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u6bd4\u5982Eli Lilly\u3002\u6211\u4eec\u53ef\u4ee5\u5e2e\u52a9\u4ed6\u4eec\u64cd\u4f5c\u81ea\u5df1\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u7528\u6765\u52a0\u901f\u836f\u7269\u53d1\u73b0\u548c\u751f\u7269\u79d1\u5b66\u7684\u6574\u4e2a\u591a\u6837\u5316\u6d41\u7a0b\u3002<\/p>\n<p>\u6709\u5927\u91cf\u5e94\u7528\u573a\u666f\u662fTPU\u65e0\u6cd5\u8986\u76d6\u7684\u3002\u82f1\u4f1f\u8fbe\u628aCUDA\u6253\u9020\u6210\u4e00\u4e2a\u51fa\u8272\u7684\u5f20\u91cf\u5904\u7406\u5355\u5143\uff0c\u4f46\u5b83\u4e5f\u80fd\u5904\u7406\u6570\u636e\u5904\u7406\u3001\u8ba1\u7b97\u3001AI\u7b49\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u3002\u6211\u4eec\u7684\u5e02\u573a\u673a\u4f1a\u66f4\u5e7f\uff0c\u8986\u76d6\u9762\u66f4\u5927\u3002\u56e0\u4e3a\u6211\u4eec\u652f\u6301\u4e16\u754c\u4e0a\u6240\u6709\u7c7b\u578b\u7684\u5e94\u7528\uff0c\u4f60\u53ef\u4ee5\u5728\u4efb\u4f55\u5730\u65b9\u5efa\u7acb\u82f1\u4f1f\u8fbe\u7cfb\u7edf\uff0c\u5e76\u786e\u4fe1\u5b83\u4f1a\u6709\u5ba2\u6237\u9700\u6c42\u3002\u8fd9\u662f\u4e00\u4e2a\u5b8c\u5168\u4e0d\u540c\u7684\u6982\u5ff5\u3002<\/p>\n<p>Q\uff1a\u63a5\u4e0b\u6765\u662f\u4e00\u4e2a\u957f\u95ee\u9898\u3002\u4f60\u4eec\u7684\u8425\u6536\u975e\u5e38\u60ca\u4eba\uff0c\u800c\u8fd9\u4e9b\u94b1\u5e76\u4e0d\u662f\u6765\u81ea\u5236\u836f\u6216\u8005\u91cf\u5b50\u8ba1\u7b97\u9886\u57df\u3002\u4e4b\u6240\u4ee5\u80fd\u6709\u6bcf\u5b63\u5ea6600\u4ebf\u7f8e\u5143\u7684\u6536\u5165\uff0c\u662f\u56e0\u4e3aAI\u662f\u4e00\u79cd\u53f2\u65e0\u524d\u4f8b\u7684\u6280\u672f\uff0c\u5176\u589e\u957f\u901f\u5ea6\u4e5f\u540c\u6837\u524d\u6240\u672a\u6709\u3002<\/p>\n<p>\u6240\u4ee5\u95ee\u9898\u662f\uff0c\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u800c\u8a00\uff0c\u7a76\u7adf\u4ec0\u4e48\u624d\u662f\u6700\u5408\u9002\u7684\u9009\u62e9\uff1f\u6211\u5bf9\u7ec6\u8282\u4e0d\u719f\uff0c\u4f46\u548c\u6211\u7684AI\u7814\u7a76\u5458\u670b\u53cb\u4ea4\u6d41\u65f6\uff0c\u4ed6\u4eec\u8bf4\uff1a\u201c\u770b\u770bTPU\u5427\uff0c\u5b83\u662f\u4e00\u4e2a\u5927\u578b\u7684\u884c\u5217\u5f0f\u9635\u5217\uff0c\u975e\u5e38\u9002\u5408\u6267\u884c\u77e9\u9635\u4e58\u6cd5\uff0c\u800cGPU\u5219\u975e\u5e38\u7075\u6d3b\u3002GPU\u5728\u6709\u5927\u91cf\u5206\u652f\u6216\u975e\u89c4\u5219\u5185\u5b58\u8bbf\u95ee\u65f6\u8868\u73b0\u4f18\u5f02\u3002\u201d<\/p>\n<p>\u4f46AI\u672c\u8d28\u662f\u4ec0\u4e48\uff1f\u5b83\u53ea\u662f\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u8fdb\u884c\u53ef\u9884\u6d4b\u7684\u77e9\u9635\u4e58\u6cd5\u3002\u4f60\u4e0d\u9700\u8981\u4e3awarp\u8c03\u5ea6\u5668\u6216\u7ebf\u7a0b\u548c\u5185\u5b58\u7ec4\u4e4b\u95f4\u7684\u5207\u6362\u6d6a\u8d39\u4efb\u4f55\u82af\u7247\u9762\u79ef\u3002\u800cTPU\u786e\u5b9e\u9488\u5bf9\u5f53\u4e0bAI\u8ba1\u7b97\u7684\u4e3b\u8981\u589e\u957f\u9700\u6c42\u548c\u7528\u4f8b\u8fdb\u884c\u4e86\u4f18\u5316\u3002\u6211\u60f3\u77e5\u9053\u4f60\u5bf9\u6b64\u6709\u4f55\u56de\u5e94\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u77e9\u9635\u4e58\u6cd5\u786e\u5b9e\u662fAI\u7684\u91cd\u8981\u90e8\u5206\uff0c\u4f46\u5b83\u5e76\u4e0d\u662f\u5168\u90e8\u3002\u5982\u679c\u4f60\u60f3\u5f00\u53d1\u4e00\u79cd\u65b0\u7684\u6ce8\u610f\u529b\u673a\u5236\uff0c\u4ee5\u4e0d\u540c\u65b9\u5f0f\u89e3\u8026\uff0c\u6216\u8005\u53d1\u660e\u4e00\u79cd\u5168\u65b0\u7684\u67b6\u6784\uff0c\u6bd4\u5982\u6df7\u5408SSM\uff08\u72b6\u6001\u7a7a\u95f4\u6a21\u578b\uff09\uff0c\u4f60\u5c31\u9700\u8981\u4e00\u4e2a\u901a\u7528\u53ef\u7f16\u7a0b\u7684\u67b6\u6784\u3002\u5982\u679c\u4f60\u60f3\u6784\u5efa\u4e00\u4e2a\u878d\u5408\u6269\u6563\u6a21\u578b\u548c\u81ea\u56de\u5f52\u6a21\u578b\uff0c\u4f60\u4e5f\u9700\u8981\u4e00\u4e2a\u901a\u7528\u53ef\u7f16\u7a0b\u7684\u67b6\u6784\u3002\u6211\u4eec\u53ef\u4ee5\u8fd0\u884c\u4f60\u80fd\u60f3\u8c61\u5230\u7684\u4e00\u5207\u3002\u8fd9\u662f\u6211\u4eec\u7684\u4f18\u52bf\uff1a\u6211\u4eec\u7684\u67b6\u6784\u8ba9\u65b0\u7b97\u6cd5\u7684\u53d1\u660e\u53d8\u5f97\u5bb9\u6613\uff0c\u56e0\u4e3a\u5b83\u662f\u4e00\u4e2a\u53ef\u7f16\u7a0b\u7684\u7cfb\u7edf\u3002<\/p>\n<p>\u53d1\u660e\u65b0\u7b97\u6cd5\u7684\u80fd\u529b\u6b63\u662f\u63a8\u52a8AI\u5feb\u901f\u8fdb\u6b65\u7684\u771f\u6b63\u539f\u56e0\u3002\u50cfTPU\u8fd9\u6837\u7684\u8bbe\u5907\u540c\u6837\u53d7\u5230\u6469\u5c14\u5b9a\u5f8b\u7684\u9650\u5236\uff0c\u589e\u901f\u7ea6\u4e3a\u6bcf\u5e7425%\u3002\u800c\u552f\u4e00\u80fd\u5b9e\u73b010\u500d\u6216100\u500d\u8dc3\u5347\u7684\u65b9\u6cd5\uff0c\u5c31\u662f\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u7b97\u6cd5\u548c\u8ba1\u7b97\u65b9\u5f0f\u3002<\/p>\n<p>\u8fd9\u662f\u82f1\u4f1f\u8fbe\u7684\u6838\u5fc3\u4f18\u52bf\u3002\u6211\u4eec\u4e4b\u6240\u4ee5\u80fd\u5b9e\u73b0\u4eceHopper\u5230Blackwell 50\u500d\u7684\u6027\u80fd\u6539\u8fdb\u2026\u2026\u5f53\u6211\u7b2c\u4e00\u6b21\u5ba3\u5e03Blackwell\u6bd4Hopper\u7684\u80fd\u6548\u9ad8\u51fa35\u500d\u65f6\uff0c\u6ca1\u6709\u4eba\u76f8\u4fe1\u3002\u540e\u6765Dylan\u5199\u4e86\u4e00\u7bc7\u6587\u7ae0\u6307\u51fa\u6211\u5176\u5b9e\u201c\u6545\u610f\u4fdd\u5b88\u201d\u4e86\uff0c\u5b9e\u9645\u662f50\u500d\u3002\u8fd9\u6839\u672c\u4e0d\u53ef\u80fd\u4ec5\u4ec5\u4f9d\u8d56\u6469\u5c14\u5b9a\u5f8b\u6765\u5b9e\u73b0\u3002\u6211\u4eec\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u7684\u65b9\u6cd5\u662f\u901a\u8fc7\u65b0\u6a21\u578b\uff0c\u6bd4\u5982MoE\uff0c\u5728\u8ba1\u7b97\u7cfb\u7edf\u4e2d\u5e76\u884c\u5316\u3001\u89e3\u8026\u5e76\u5206\u5e03\u5f0f\u5b9e\u73b0\u3002\u6ca1\u6709CUDA\u7684\u652f\u6301\uff0c\u8981\u5f00\u53d1\u8fd9\u6837\u7684\u65b0\u5185\u6838\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002<\/p>\n<p>\u6211\u4eec\u7684\u4f18\u52bf\u5728\u4e8e\uff0c\u82f1\u4f1f\u8fbe\u7684\u67b6\u6784\u5177\u5907\u7f16\u7a0b\u7075\u6d3b\u6027\uff0c\u540c\u65f6\u6211\u4eec\u4e5f\u662f\u4e00\u5bb6\u6781\u5177\u534f\u540c\u8bbe\u8ba1\u80fd\u529b\u7684\u516c\u53f8\u3002\u6211\u4eec\u751a\u81f3\u53ef\u4ee5\u5c06\u4e00\u4e9b\u8ba1\u7b97\u5378\u8f7d\u5230\u8ba1\u7b97\u67b6\u6784\u4e2d\uff0c\u6bd4\u5982NVLink\uff1b\u6216\u8005\u96c6\u6210\u5230\u7f51\u7edc\u4e2d\uff0c\u6bd4\u5982Spectrum-X\u3002\u6211\u4eec\u80fd\u591f\u540c\u65f6\u5f71\u54cd\u5904\u7406\u5668\u3001\u7cfb\u7edf\u3001\u67b6\u6784\u3001\u5e93\u548c\u7b97\u6cd5\u7684\u5404\u4e2a\u73af\u8282\u3002\u5982\u679c\u6ca1\u6709CUDA\uff0c\u6211\u751a\u81f3\u4e0d\u77e5\u9053\u8be5\u4ece\u54ea\u5f00\u59cb\u5f00\u53d1\u3002<\/p>\n<p>Q\uff1a\u8fd9\u6d89\u53ca\u5230\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\uff0c\u5373\u5173\u4e8e\u82f1\u4f1f\u8fbe\u5ba2\u6237\u7fa4\u7684\u7279\u70b9\u3002\u76ee\u524d\uff0c\u4f60\u4eec60%\u7684\u6536\u5165\u6765\u6e90\u4e8e\u4e94\u5927\u8d85\u7ea7\u4e91\u670d\u52a1\u5546\u3002\u5728\u4e00\u4e2a\u4e0d\u540c\u7684\u65f6\u4ee3\uff0c\u9762\u5bf9\u4e0d\u540c\u7684\u5ba2\u6237\u2014\u2014\u6bd4\u5982\u505a\u5b9e\u9a8c\u7684\u6559\u6388\u4eec\uff0c\u4ed6\u4eec\u9700\u8981\u7684\u662fCUDA\u3002\u4ed6\u4eec\u65e0\u6cd5\u4f7f\u7528\u5176\u4ed6\u52a0\u901f\u5668\uff0c\u53ea\u9700\u8981\u8fd0\u884c\u914d\u5907CUDA\u7684PyTorch\uff0c\u5e76\u786e\u4fdd\u4e00\u5207\u90fd\u53ef\u4ee5\u987a\u5229\u88ab\u4f18\u5316\u3002<\/p>\n<p>\u4f46\u8fd9\u4e9b\u8d85\u7ea7\u4e91\u670d\u52a1\u5546\u6709\u8db3\u591f\u7684\u8d44\u6e90\u6765\u7f16\u5199\u81ea\u5df1\u7684\u5185\u6838\u3002\u5b9e\u9645\u4e0a\uff0c\u4e3a\u4e86\u83b7\u53d6\u4ed6\u4eec\u7279\u5b9a\u67b6\u6784\u6240\u9700\u7684\u6700\u540e\u90a35%\u7684\u6027\u80fd\uff0c\u4ed6\u4eec\u5fc5\u987b\u8fd9\u6837\u505a\u3002Anthropic\u548cGoogle\u5df2\u7ecf\u8f6c\u5411\u4ed6\u4eec\u81ea\u5df1\u7684\u52a0\u901f\u5668\uff0c\u6bd4\u5982TPUs\u548cTrainium\u3002\u5373\u4f7f\u662f\u4f7f\u7528\u82f1\u4f1f\u8fbeGPU\u7684OpenAI\uff0c\u4e5f\u5f00\u53d1\u4e86\u50cfTriton\u8fd9\u6837\u7684\u5de5\u5177\uff0c\u56e0\u4e3a\u4ed6\u4eec\u9700\u8981\u81ea\u5df1\u7684\u5185\u6838\u3002\u4eceCUDA C++\u5230cuBLAS\u548cNCCL\uff0c\u4ed6\u4eec\u62e5\u6709\u4e00\u4e2a\u5b8c\u6574\u7684\u72ec\u7acb\u6808\uff0c\u5e76\u4e14\u80fd\u591f\u7f16\u8bd1\u5230\u5176\u4ed6\u52a0\u901f\u5668\u4e0a\u3002<\/p>\n<p>\u5728\u5927\u591a\u6570\u5ba2\u6237\u53ef\u4ee5\u5e76\u5b9e\u9645\u5728\u6784\u5efaCUDA\u66ff\u4ee3\u54c1\u7684\u60c5\u51b5\u4e0b\uff0cCUDA\u662f\u5426\u4ecd\u7136\u662f\u8ba9\u524d\u6cbfAI\u9886\u57df\u4f9d\u7136\u9009\u62e9\u82f1\u4f1f\u8fbe\u7684\u5173\u952e\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1aCUDA\u662f\u4e00\u4e2a\u4e30\u5bcc\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5982\u679c\u4f60\u60f3\u5728\u4efb\u4f55\u8ba1\u7b97\u673a\u4e0a\u5f00\u53d1\u8f6f\u4ef6\uff0c\u9996\u5148\u9009\u62e9CUDA\u7edd\u5bf9\u662f\u806a\u660e\u7684\u9009\u62e9\u3002\u56e0\u4e3a\u751f\u6001\u7cfb\u7edf\u5982\u6b64\u4e30\u5bcc\uff0c\u6211\u4eec\u652f\u6301\u6bcf\u4e00\u4e2a\u5f00\u53d1\u6846\u67b6\u3002\u5982\u679c\u4f60\u60f3\u521b\u5efa\u81ea\u5b9a\u4e49\u5185\u6838\u2026\u2026 \u6bd4\u5982\u6211\u4eec\u5bf9Triton\u6709\u5de8\u5927\u8d21\u732e\u3002Triton\u7684\u540e\u7aef\u5305\u542b\u4e86\u5927\u91cf\u82f1\u4f1f\u8fbe\u7684\u6280\u672f\u3002<\/p>\n<p>\u6211\u4eec\u975e\u5e38\u4e50\u610f\u5e2e\u52a9\u6bcf\u4e2a\u6846\u67b6\u53d8\u5f97\u5c3d\u5584\u5c3d\u7f8e\u3002\u5e02\u9762\u4e0a\u6709\u5f88\u591a\u5f88\u591a\u6846\u67b6\uff0c\u6bd4\u5982Triton\u3001vLLM\u3001SGLang\uff0c\u4ee5\u53ca\u66f4\u591a\u65b0\u5174\u7684\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u6bd4\u5982verl\u548cNeMo RL\u3002\u5173\u4e8e\u540e\u8bad\u7ec3\u548c\u5f3a\u5316\u5b66\u4e60\uff0c\u8fd9\u7247\u9886\u57df\u6b63\u5728\u5feb\u901f\u7206\u53d1\u5f0f\u589e\u957f\u3002\u6240\u4ee5\u5982\u679c\u8981\u5728\u4e00\u4e2a\u67b6\u6784\u4e0a\u6784\u5efa\uff0c\u57fa\u4e8eCUDA\u662f\u6700\u660e\u667a\u7684\u9009\u62e9\uff0c\u56e0\u4e3a\u4f60\u77e5\u9053\u8fd9\u4e2a\u751f\u6001\u7cfb\u7edf\u662f\u5f3a\u5927\u4e14\u9760\u8c31\u7684\u3002<\/p>\n<p>\u4f60\u4f1a\u77e5\u9053\u5982\u679c\u51fa\u4e86\u95ee\u9898\uff0c\u5927\u6982\u7387\u662f\u5728\u4f60\u7684\u4ee3\u7801\u4e2d\uff0c\u800c\u4e0d\u662f\u5728\u5e95\u5c42\u90a3\u4e00\u5927\u5806\u4ee3\u7801\u91cc\u3002\u522b\u5fd8\u4e86\uff0c\u5f53\u4f60\u5728\u6784\u5efa\u8fd9\u4e9b\u7cfb\u7edf\u65f6\uff0c\u8981\u9762\u5bf9\u7684\u4ee3\u7801\u91cf\u662f\u5de8\u5927\u7684\u3002\u5f53\u67d0\u4e9b\u4e1c\u897f\u65e0\u6cd5\u5de5\u4f5c\u65f6\uff0c\u662f\u4f60\u51fa\u95ee\u9898\u4e86\uff0c\u8fd8\u662f\u8ba1\u7b97\u673a\u6709\u95ee\u9898\uff1f\u4f60\u4f1a\u5e0c\u671b\u59cb\u7ec8\u662f\u4f60\u51fa\u9519\u4e86\uff0c\u5e76\u4e14\u76f8\u4fe1\u8ba1\u7b97\u673a\u7684\u5065\u58ee\u6027\u3002\u5f53\u7136\uff0c\u6211\u4eec\u81ea\u5df1\u7684\u7cfb\u7edf\u4e5f\u6709\u95ee\u9898\uff0c\u4f46\u5b83\u5df2\u7ecf\u8fc7\u6df1\u5ea6\u7684\u4f18\u5316\uff0c\u4f60\u81f3\u5c11\u53ef\u4ee5\u5728\u8fd9\u4e2a\u53ef\u9760\u7684\u57fa\u7840\u4e0a\u6784\u5efa\u3002\u8fd9\u662f\u7b2c\u4e00\u70b9\uff1a\u751f\u6001\u7cfb\u7edf\u7684\u4e30\u5bcc\u6027\u3001\u53ef\u7f16\u7a0b\u6027\u548c\u80fd\u529b\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u5f00\u53d1\u4eba\u5458\uff0c\u5728\u6784\u5efa\u4efb\u4f55\u4e1c\u897f\u65f6\uff0c\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u5c31\u662f\u5b89\u88c5\u57fa\u7840\u3002\u4f60\u5e0c\u671b\u81ea\u5df1\u5f00\u53d1\u7684\u8f6f\u4ef6\u80fd\u8fd0\u884c\u5728\u5f88\u591a\u5176\u4ed6\u8ba1\u7b97\u673a\u4e0a\u3002\u4f60\u5f00\u53d1\u7684\u8f6f\u4ef6\u4e0d\u4ec5\u4ec5\u662f\u4e3a\u81ea\u5df1\u6784\u5efa\u7684\uff0c\u8fd8\u8981\u7ed9\u81ea\u5df1\u7684\u56e2\u961f\u751a\u81f3\u5176\u4ed6\u56e2\u961f\u4f7f\u7528\u3002\u5982\u679c\u4f60\u662f\u4e00\u4f4d\u6846\u67b6\u5f00\u53d1\u8005\uff0c\u82f1\u4f1f\u8fbe\u7684CUDA\u751f\u6001\u7cfb\u7edf\u5c31\u662f\u4e00\u4e2a\u65e0\u4ef7\u7684\u786c\u4ef6\u4e0e\u8f6f\u4ef6\u5b9d\u5e93\u3002<\/p>\n<p>\u4e16\u754c\u4e0a\u90e8\u7f72\u4e86\u6570\u4ebf\u82f1\u4f1f\u8fbeGPU\uff0c\u6bcf\u4e2a\u4e91\u5e73\u53f0\u4e0a\u90fd\u6709\u5b83\u3002A10\u3001A100\u3001H100\u3001H200\uff0c\u5404\u79cdL\u7cfb\u5217\u53caP\u7cfb\u5217\u8bbe\u5907\uff0c\u79cd\u7c7b\u7e41\u591a\uff0c\u5f62\u6001\u5404\u5f02\u3002\u6211\u4eec\u57fa\u672c\u4e0a\u65e0\u5904\u4e0d\u5728\u3002\u8fd9\u79cd\u5e9e\u5927\u7684\u5b89\u88c5\u57fa\u7840\u610f\u5473\u7740\uff0c\u4e00\u65e6\u5f00\u53d1\u5b8c\u6210\uff0c\u4f60\u7684\u8f6f\u4ef6\u6216\u6a21\u578b\u5c31\u80fd\u5728\u4e16\u754c\u4e0a\u4efb\u4f55\u5730\u65b9\u8fd0\u884c\uff0c\u8fd9\u79cd\u4ef7\u503c\u662f\u4e0d\u53ef\u4f30\u91cf\u7684\u3002<\/p>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u5728\u4e91\u5e73\u53f0\u4e0a\u7684\u666e\u53ca\u7387\u4e5f\u8ba9\u6211\u4eec\u771f\u6b63\u72ec\u4e00\u65e0\u4e8c\u3002\u5982\u679c\u4f60\u662fAI\u516c\u53f8\u6216\u5f00\u53d1\u4eba\u5458\uff0c\u4e0d\u786e\u5b9a\u5c06\u4e0e\u54ea\u5bb6\u4e91\u670d\u52a1\u4f9b\u5e94\u5546\u5408\u4f5c\uff0c\u6216\u8005\u4e0d\u786e\u5b9a\u5728\u4f55\u5904\u8fd0\u884c\u7cfb\u7edf\uff0c\u82f1\u4f1f\u8fbe\u7684\u7cfb\u7edf\u53ef\u4ee5\u8986\u76d6\u6240\u6709\u5730\u65b9\u2014\u2014\u5305\u62ec\u76f4\u63a5\u5728\u4f60\u4eec\u516c\u53f8\u5185\u90e8\u8fd0\u884c\u3002\u8fd9\u79cd\u751f\u6001\u7cfb\u7edf\u7684\u4e30\u5bcc\u6027\u3001\u5b89\u88c5\u57fa\u7840\u7684\u5e7f\u6cdb\u6027\uff0c\u52a0\u4e4b\u7075\u6d3b\u7684\u90e8\u7f72\u6a21\u5f0f\uff0c\u4f7f\u5f97CUDA\u4e0d\u53ef\u66ff\u4ee3\u3002<\/p>\n<p>Q\uff1a\u8fd9\u786e\u5b9e\u6709\u9053\u7406\u3002\u6211\u611f\u5174\u8da3\u7684\u662f\uff0c\u8fd9\u4e9b\u4f18\u52bf\u5bf9\u4f60\u4eec\u4e3b\u8981\u7684\u5ba2\u6237\u6765\u8bf4\u662f\u5426\u4f9d\u7136\u663e\u5f97\u90a3\u4e48\u91cd\u8981\u3002\u5bf9\u4e8e\u5927\u90e8\u5206\u4ea7\u4e1a\u4e2d\u7684\u7528\u6237\uff0c\u8fd9\u53ef\u80fd\u975e\u5e38\u91cd\u8981\u3002\u4f46\u5bf9\u4e8e\u5b9e\u9645\u4e0a\u80fd\u591f\u6784\u5efa\u81ea\u5df1\u8f6f\u4ef6\u6808\u7684\u5ba2\u6237\u2014\u2014\u8fd9\u7c7b\u5ba2\u6237\u5360\u4f60\u4eec\u6536\u5165\u7684\u5927\u5934\uff0c\u5c24\u5176\u5728\u4e00\u4e2aAI\u8d8a\u6765\u8d8a\u5f3a\u5927\u7684\u4e16\u754c\u91cc\u2026\u2026\u95ee\u9898\u6700\u7ec8\u53d8\u6210\u4e86\uff1a\u5982\u679c\u8d85\u5927\u89c4\u6a21\u7684\u4f01\u4e1a\u90fd\u80fd\u7f16\u5199\u81ea\u5df1\u7684\u5185\u6838\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56CUDA\uff0c\u82f1\u4f1f\u8fbe\u8fd8\u80fd\u5426\u7ef4\u6301\u76ee\u524d\u7684\u5229\u6da6\u7387\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6211\u4eec\u516c\u53f8\u5206\u914d\u5728\u8fd9\u4e9bAI\u5b9e\u9a8c\u5ba4\u91cc\u7684\u5de5\u7a0b\u5e08\u6570\u91cf\u662f\u60ca\u4eba\u7684\u3002<\/p>\n<p>\u6211\u4eec\u4e3a\u4ed6\u4eec\u6301\u7eed\u4f18\u5316\u4ed6\u4eec\u7684\u8f6f\u4ef6\u6808\uff0c\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u4eba\u6bd4\u6211\u4eec\u66f4\u4e86\u89e3\u81ea\u5df1\u67b6\u6784\u7684\u590d\u6742\u6027\u4e0e\u7ec6\u8282\u3002<\/p>\n<p>\u8fd9\u4e9b\u67b6\u6784\u4e0d\u50cfCPU\u90a3\u4e48\u201c\u901a\u7528\u201d\u3002CPU\u5c31\u50cf\u4e00\u8f86\u51ef\u8fea\u62c9\u514b\uff0c\u8fd0\u884c\u5e73\u7a33\uff0c\u6027\u80fd\u6ca1\u6709\u6781\u7aef\u8d77\u4f0f\uff0c\u4efb\u4f55\u4eba\u90fd\u80fd\u5f88\u597d\u5730\u9a7e\u9a76\u5b83\u3002\u4f46\u82f1\u4f1f\u8fbe\u7684GPU\u548c\u52a0\u901f\u5668\u66f4\u50cf\u4e00\u7ea7\u65b9\u7a0b\u5f0f\u8d5b\u8f66\u3002\u6211\u53ef\u4ee5\u60f3\u8c61\u6bcf\u4e2a\u4eba\u90fd\u80fd\u591f\u4ee5100\u82f1\u91cc\/\u5c0f\u65f6\u7684\u901f\u5ea6\u9a7e\u9a76\u8fd9\u4e9bGPU\uff0c\u4f46\u8981\u771f\u6b63\u8dd1\u51fa\u6781\u9650\uff0c\u5c31\u9700\u8981\u6781\u9ad8\u7684\u4e13\u4e1a\u77e5\u8bc6\u3002\u6211\u4eec\u4e5f\u4f7f\u7528\u5927\u91cfAI\u6765\u4f18\u5316\u6211\u4eec\u73b0\u6709\u7684\u5185\u6838\u5e93\u3002<\/p>\n<p>\u6211\u5f88\u786e\u5b9a\u5728\u672a\u6765\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u5185\uff0c\u6211\u4eec\u7684\u4e13\u4e1a\u77e5\u8bc6\u5bf9\u4e8e\u5408\u4f5c\u7684AI\u5b9e\u9a8c\u5ba4\u6765\u8bf4\u4f9d\u7136\u4e0d\u53ef\u6216\u7f3a\u3002\u6211\u4eec\u7ecf\u5e38\u80fd\u591f\u8ba9\u4ed6\u4eec\u7684\u8f6f\u4ef6\u6808\u4f18\u5316\u518d\u4f18\u5316\uff0c\u4f7f\u6027\u80fd\u63d0\u53471\u81f32\u500d\u3002\u6709\u65f6\u4f18\u5316\u4e00\u4e2a\u7279\u5b9a\u5185\u6838\uff0c\u6027\u80fd\u80fd\u76f4\u63a5\u63d0\u53472\u500d\u62163\u500d\u3002\u8fd9\u79cd\u63d0\u5347\u5bf9\u4e8e\u8fd0\u884c\u5927\u91cfHopper\u6216Blackwell\u8bbe\u5907\u7684\u5ba2\u6237\u6765\u8bf4\u662f\u975e\u5e38\u91cd\u8981\u7684\uff0c\u56e0\u4e3a\u5b83\u4eec\u76f4\u63a5\u589e\u52a0\u6574\u4e2a\u8bbe\u65bd\u7684\u6548\u7387\uff0c\u76f8\u5e94\u5730\u63d0\u9ad8\u5ba2\u6237\u7684\u6536\u5165\u3002<\/p>\n<p>\u6beb\u65e0\u7591\u95ee\uff0c\u82f1\u4f1f\u8fbe\u7684\u8ba1\u7b97\u8f6f\u4ef6\u6808\u5728\u6027\u80fd\u603b\u62e5\u6709\u6210\u672c\uff08TCO\uff09\u65b9\u9762\u662f\u4e16\u754c\u4e0a\u6700\u4f18\u7684\u3002\u6ca1\u6709\u4efb\u4f55\u5355\u4e2a\u5e73\u53f0\u53ef\u4ee5\u63d0\u4f9b\u6bd4\u6211\u4eec\u66f4\u9ad8\u7684\u6027\u80fd-TCO\u6bd4\u4f8b\u3002\u57fa\u51c6\u6d4b\u8bd5\u5c31\u5728\u90a3\u91cc\uff0c\u6211\u9f13\u52b1TPU\u6216Trainium\u4f7f\u7528InferenceMAX\u3001MLPerf\u6765\u5c55\u793a\u4ed6\u4eec\u6240\u8c13\u60ca\u4eba\u7684\u63a8\u7406\u6210\u672c\u4f18\u52bf\uff0c\u4f46\u6ca1\u4eba\u613f\u610f\u51fa\u6765\u5c55\u793a\u3002\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u6765\u8bf4\uff0c\u8fd9\u6839\u672c\u4e0d\u5408\u7406\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\u6211\u4eec\u4e4b\u6240\u4ee5\u5982\u6b64\u6210\u529f\uff0c\u539f\u56e0\u5f88\u7b80\u5355\uff1a\u6211\u4eec\u7684\u603b\u62e5\u6709\u6210\u672c\uff08TCO\uff09\u975e\u5e38\u51fa\u8272\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u4f60\u63d0\u5230\u6211\u4eec60%\u7684\u5ba2\u6237\u6765\u81ea\u4e94\u5927\u4e91\u8ba1\u7b97\u516c\u53f8\uff0c\u4f46\u662f\u5176\u4e2d\u5927\u90e8\u5206\u4e1a\u52a1\u5176\u5b9e\u662f\u9762\u5411\u5916\u90e8\u5ba2\u6237\u7684\u3002<\/p>\n<p>\u4ed6\u4eec\u4e4b\u6240\u4ee5\u9009\u62e9\u6211\u4eec\uff0c\u662f\u56e0\u4e3a\u6211\u4eec\u62e5\u6709\u5f3a\u5927\u7684\u5ba2\u7fa4\u8986\u76d6\u80fd\u529b\u3002\u6211\u4eec\u80fd\u4e3a\u4ed6\u4eec\u5e26\u6765\u5168\u7403\u6700\u51fa\u8272\u7684\u5ba2\u6237\u3002\u8fd9\u4e9b\u5ba2\u6237\u9009\u62e9\u82f1\u4f1f\u8fbe\uff0c\u662f\u56e0\u4e3a\u6211\u4eec\u7279\u6709\u7684\u5e7f\u6cdb\u8986\u76d6\u4e0e\u591a\u529f\u80fd\u6027\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\u98de\u8f6e\u6548\u5e94\u6765\u81ea\u51e0\u4e2a\u65b9\u9762\uff1a\u6211\u4eec\u7684\u5b89\u88c5\u57fa\u7840\uff0c\u6211\u4eec\u67b6\u6784\u7684\u53ef\u7f16\u7a0b\u6027\uff0c\u6211\u4eec\u751f\u6001\u7cfb\u7edf\u7684\u4e30\u5bcc\u6027\uff0c\u4ee5\u53ca\u5927\u91cfAI\u516c\u53f8\u7684\u5b58\u5728\u3002<\/p>\n<p>\u73b0\u5728\u6709\u6210\u5343\u4e0a\u4e07\u5bb6AI\u516c\u53f8\u3002\u5982\u679c\u4f60\u662f\u8fd9\u4e9bAI\u521d\u521b\u516c\u53f8\u4e4b\u4e00\uff0c\u4f60\u4f1a\u9009\u62e9\u54ea\u79cd\u67b6\u6784\uff1f\u4f60\u4f1a\u9009\u62e9\u5168\u7403\u6700\u666e\u53ca\u7684\u67b6\u6784\u2014\u2014\u90a3\u5c31\u662f\u6211\u4eec\u3002\u4f60\u8fd8\u4f1a\u9009\u62e9\u62e5\u6709\u6700\u5e9e\u5927\u5b89\u88c5\u57fa\u7840\u7684\u67b6\u6784\u2014\u2014\u90a3\u4e5f\u662f\u6211\u4eec\u3002\u8fd8\u6709\u4e00\u4e2a\u62e5\u6709\u4e30\u5bcc\u751f\u6001\u7cfb\u7edf\u7684\u67b6\u6784\u2014\u2014\u8fd9\u4e5f\u662f\u82f1\u4f1f\u8fbe\u72ec\u6709\u7684\u4f18\u52bf\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u8fd9\u5c31\u662f\u98de\u8f6e\u6240\u5728\u3002\u6211\u4eec\u6210\u529f\u7684\u6838\u5fc3\u539f\u56e0\u5305\u62ec\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c\u6027\u80fd\u4e0e\u6210\u672c\u7684\u4f18\u52bf\u3002\u6211\u4eec\u7684\u6bcf\u7f8e\u5143\u6027\u80fd\u975e\u5e38\u51fa\u8272\uff0c\u5ba2\u6237\u7684\u6210\u672c\u6700\u4f4e\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u80fd\u6548\u4f18\u52bf\uff1a\u6211\u4eec\u7684\u6bcf\u74e6\u6027\u80fd\u662f\u5168\u7403\u6700\u9ad8\u7684\u3002\u5982\u679c\u4e00\u5bb6\u516c\u53f8\u5efa\u9020\u4e86\u4e00\u4e2a1GW\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u8fd9\u4e2a\u6570\u636e\u4e2d\u5fc3\u5fc5\u987b\u80fd\u591f\u5e26\u6765\u6700\u5927\u5316\u7684\u6536\u76ca\u548c\u5c3d\u53ef\u80fd\u591aTokens\uff0c\u8fd9\u76f4\u63a5\u8f6c\u5316\u4e3a\u6536\u5165\u3002\u800c\u6211\u4eec\u62e5\u6709\u5168\u7403\u6bcf\u74e6Token\u6700\u591a\u7684\u67b6\u6784\u3002<\/p>\n<p>\u6700\u540e\uff0c\u5982\u679c\u4f60\u7684\u76ee\u6807\u662f\u51fa\u79df\u57fa\u7840\u8bbe\u65bd\uff0c\u6211\u4eec\u62e5\u6709\u5168\u7403\u6700\u591a\u7684\u5ba2\u6237\u3002<\/p>\n<p>Q\uff1a\u6709\u8da3\u3002\u6211\u8ba4\u4e3a\u95ee\u9898\u7684\u5173\u952e\u5728\u4e8e\u5e02\u573a\u7ed3\u6784\u5230\u5e95\u662f\u4ec0\u4e48\u6837\u7684\u3002\u4e5f\u8bb8\u4f1a\u5b58\u5728\u8fd9\u6837\u4e00\u4e2a\u4e16\u754c\uff0c\u6709\u6210\u5343\u4e0a\u4e07\u5bb6AI\u516c\u53f8\uff0c\u5b83\u4eec\u7684\u8ba1\u7b97\u91cf\u4efd\u989d\u5927\u81f4\u76f8\u7b49\u3002\u4f46\u4ece\u4e94\u5927\u4e91\u670d\u52a1\u5546\u7684\u89d2\u5ea6\u770b\uff0c\u5b9e\u9645\u4e0a\u4f7f\u7528\u8fd9\u4e9b\u8ba1\u7b97\u8d44\u6e90\u7684\u662fAnthropic\u3001OpenAI\uff0c\u4ee5\u53ca\u6709\u80fd\u529b\u81ea\u5df1\u6784\u5efa\u5404\u79cd\u52a0\u901f\u5668\u7684\u5927\u578b\u57fa\u7840\u6a21\u578b\u5b9e\u9a8c\u5ba4\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u4e0d\uff0c\u6211\u8ba4\u4e3a\u4f60\u7684\u5047\u8bbe\u662f\u9519\u8bef\u7684\u3002<\/p>\n<p>Q\uff1a \u4e5f\u8bb8\u5427\uff0c\u4f46\u8ba9\u6211\u95ee\u4f60\u4e00\u4e2a\u7a0d\u5fae\u4e0d\u540c\u7684\u95ee\u9898\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u4e0d\uff0c\u8ba9\u6211\u7ea0\u6b63\u4f60\u7684\u5047\u8bbe\u3002<\/p>\n<p>Q\uff1a\u597d\u3002\u8ba9\u6211\u6362\u4e2a\u95ee\u9898\u95ee\u4f60\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u4f46\u4ecd\u8981\u4fdd\u8bc1\u8ba9\u6211\u7ea0\u6b63\u8fd9\u4e2a\u5047\u8bbe\u3002\u56e0\u4e3a\u8fd9\u5bf9AI\u592a\u91cd\u8981\u4e86\uff0c\u5bf9\u79d1\u5b66\u7684\u672a\u6765\u592a\u91cd\u8981\u4e86\uff0c\u5bf9\u884c\u4e1a\u7684\u672a\u6765\u4e5f\u592a\u91cd\u8981\u4e86\u3002\u8fd9\u4e2a\u5047\u8bbe\u2026\u2026\u542c\u6211\u8bf4\u2014\u2014<\/p>\n<p>Q\uff1a \u8ba9\u6211\u5148\u5b8c\u6210\u95ee\u9898\uff0c\u7136\u540e\u6211\u4eec\u53ef\u4ee5\u4e00\u8d77\u63a2\u8ba8\u8fd9\u4e2a\u8bdd\u9898\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u597d\u7684\u3002<\/p>\n<p>Q\uff1a \u5982\u679c\u5173\u4e8e\u4ef7\u683c\u3001\u6027\u80fd\u548c\u6bcf\u74e6\u6027\u80fd\u7b49\u8fd9\u4e9b\u6307\u6807\u662f\u771f\u7684\uff0c\u90a3\u4e48\u4f60\u600e\u4e48\u770b\u8fd9\u6837\u4e00\u4ef6\u4e8b\u60c5\uff1f\u6bd4\u5982\u8bf4\uff0cAnthropic\u6700\u8fd1\u521a\u521a\u5ba3\u5e03\uff0c\u4ed6\u4eec\u4e0e\u535a\u901a\u548c\u8c37\u6b4c\u8fbe\u6210\u4e86\u4e00\u4efd\u591a\u5409\u74e6\u7ea7\u522b\u7684TPU\u8ba1\u7b97\u534f\u8bae\uff0c\u4ed6\u4eec\u7684\u5927\u591a\u6570\u8ba1\u7b97\u90fd\u662f\u901a\u8fc7TPU\u5b8c\u6210\u7684\u3002<\/p>\n<p>\u663e\u7136\uff0c\u5bf9\u4e8e\u8c37\u6b4c\u6765\u8bf4\uff0cTPU\u63d0\u4f9b\u4e86\u4e3b\u8981\u7684\u8ba1\u7b97\u8d44\u6e90\u3002\u800c\u6839\u636e\u6211\u7684\u89c2\u5bdf\uff0c\u8fd9\u4e9b\u5927\u578bAI\u516c\u53f8\uff0c\u4f3c\u4e4e\u4ed6\u4eec\u7684\u5927\u90e8\u5206\u8ba1\u7b97\u8d44\u6e90\u2026\u2026\u66fe\u7ecf\u662f\u5b8c\u5168\u4f9d\u8d56\u82f1\u4f1f\u8fbe\u7684\uff0c\u4f46\u73b0\u5728\u4e0d\u662f\u4e86\u3002\u6240\u4ee5\uff0c\u5982\u679c\u8fd9\u4e9b\u53c2\u6570\u6570\u636e\u5728\u7eb8\u9762\u4e0a\u90fd\u662f\u771f\u7684\uff0c\u4f60\u600e\u4e48\u770b\u8fd9\u4e9b\u516c\u53f8\u4ecd\u7136\u9009\u62e9\u5176\u4ed6\u52a0\u901f\u5668\u7684\u60c5\u51b5\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1aAnthropic\u662f\u4e00\u4e2a\u7279\u6b8a\u6848\u4f8b\uff0c\u4e0d\u662f\u4e00\u4e2a\u8d8b\u52bf\u3002\u5982\u679c\u6ca1\u6709Anthropic\uff0cTPU\u8fd8\u4f1a\u6709\u589e\u957f\u5417\uff1f\u5b8c\u5168\u9760Anthropic\u652f\u6491\u3002\u5982\u679c\u6ca1\u6709Anthropic\uff0cTrainium\u4f1a\u6709\u589e\u957f\u5417\uff1f\u5b8c\u5168\u4e5f\u662f\u9760Anthropic\u3002\u8fd9\u91cc\u4e0d\u662f\u8bf4\u6709\u5927\u91cf\u7684ASIC\u673a\u4f1a\uff0c\u800c\u662f\u53ea\u6709\u4e00\u4e2aAnthropic\u3002<\/p>\n<p>Q\uff1a \u4f46\u662fOpenAI\u548cAMD\u4e4b\u95f4\u7684\u5408\u4f5c\u2026\u2026\u4ed6\u4eec\u6b63\u5728\u81ea\u7814\u81ea\u5df1\u7684Titan\u52a0\u901f\u5668\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u662f\u7684\uff0c\u4f46\u662f\u6211\u4eec\u90fd\u53ef\u4ee5\u627f\u8ba4\uff0cOpenAI\u7684\u4e3b\u8981\u8ba1\u7b97\u4f9d\u7136\u4f9d\u8d56\u82f1\u4f1f\u8fbe\u3002\u6211\u4eec\u4ecd\u5728\u5927\u91cf\u5408\u4f5c\u3002<\/p>\n<p>\u6211\u5e76\u4e0d\u4ecb\u610f\u5176\u4ed6\u516c\u53f8\u5c1d\u8bd5\u4f7f\u7528\u4e0d\u540c\u7684\u4e1c\u897f\u3002\u5982\u679c\u4ed6\u4eec\u4e0d\u8bd5\u8bd5\u8fd9\u4e9b\u4ea7\u54c1\uff0c\u4ed6\u4eec\u600e\u4e48\u4f1a\u77e5\u9053\u6211\u4eec\u7684\u6709\u591a\u597d\uff1f\u6211\u4eec\u4e5f\u9700\u8981\u88ab\u63d0\u9192\uff0c\u5fc5\u987b\u4e0d\u65ad\u52aa\u529b\uff0c\u624d\u80fd\u7ef4\u6301\u6211\u4eec\u4eca\u5929\u7684\u5730\u4f4d\u3002<\/p>\n<p>\u603b\u662f\u4f1a\u6709\u5938\u5927\u7684\u8bf4\u6cd5\u3002\u4f46\u662f\uff0c\u770b\u770b\u8fc7\u53bb\u88ab\u53d6\u6d88\u7684ASIC\u9879\u76ee\u6570\u91cf\u3002\u8981\u505a\u51fa\u6bd4\u82f1\u4f1f\u8fbe\u597d\u7684\u4ea7\u54c1\u5e76\u4e0d\u5bb9\u6613\u3002\u5176\u5b9e\u4e5f\u5e76\u4e0d\u660e\u667a\u3002\u5f53\u7136\u82f1\u4f1f\u8fbe\u80af\u5b9a\u4f1a\u6709\u9057\u6f0f\u7684\u5730\u65b9\uff0c\u5728\u6211\u4eec\u7684\u89c4\u6a21\u548c\u901f\u5ea6\u4e0a\uff0c\u6211\u4eec\u662f\u552f\u4e00\u4e00\u5bb6\u6bcf\u5e74\u90fd\u5728\u5927\u5e45\u5ea6\u63a8\u52a8\u6280\u672f\u8dc3\u5347\u7684\u516c\u53f8\u2014\u2014\u6bcf\u4e00\u5e74\u3002<\/p>\n<p>Q\uff1a \u6211\u60f3\u4ed6\u4eec\u7684\u903b\u8f91\u53ef\u80fd\u662f\uff1a\u201c\u563f\uff0c\u8fd9\u4e9b\u4ea7\u54c1\u4e0d\u9700\u8981\u66f4\u597d\uff0c\u53ea\u8981\u4e0d\u6bd4\u82f1\u4f1f\u8fbe\u5dee70%\u5c31\u53ef\u4ee5\u4e86\u201d\uff0c\u56e0\u4e3a\u4ece\u4f60\u4eec\u8fd9\u4e70\u8981\u652f\u4ed870%\u7684\u5229\u6da6\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u522b\u5fd8\u4e86\uff0c\u5373\u4f7f\u662fASIC\uff0c\u5229\u6da6\u7387\u4e5f\u975e\u5e38\u9ad8\u3002\u5047\u8bbe\u82f1\u4f1f\u8fbe\u7684\u5229\u6da6\u7387\u662f70%\uff0cASIC\u7684\u5229\u6da6\u7387\u4e5f\u63a5\u8fd165%\u3002\u4f60\u5230\u5e95\u7701\u4e86\u591a\u5c11\uff1f<\/p>\n<p>Q\uff1a\u4f60\u662f\u6307\u535a\u901a\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u662f\u7684\u3002\u4f60\u603b\u8981\u7ed9\u67d0\u5bb6\u516c\u53f8\u652f\u4ed8\u8d39\u7528\u3002\u4ece\u6211\u6240\u4e86\u89e3\u7684\u6570\u636e\u6765\u770b\uff0cASIC\u7684\u5229\u6da6\u7387\u975e\u5e38\u9ad8\u3002\u4ed6\u4eec\u81ea\u5df1\u4e5f\u8fd9\u4e48\u8ba4\u4e3a\uff0c\u5e76\u4e14\u60ca\u4eba\u7684ASIC\u5229\u6da6\u7387\u611f\u5230\u81ea\u8c6a\u3002<\/p>\n<p>\u5f88\u4e45\u4ee5\u524d\uff0c\u6211\u4eec\u5e76\u6ca1\u6709\u80fd\u529b\u505a\u8fd9\u6837\u7684\u4e8b\u60c5\u3002\u5f53\u65f6\uff0c\u6211\u5e76\u6ca1\u6709\u6df1\u523b\u610f\u8bc6\u5230\uff0c\u5efa\u7acb\u4e00\u4e2a\u50cfOpenAI\u6216Anthropic\u8fd9\u6837\u7684\u57fa\u7840AI\u5b9e\u9a8c\u5ba4\u662f\u591a\u4e48\u56f0\u96be\uff0c\u4ed6\u4eec\u9700\u8981\u4f9b\u5e94\u5546\u505a\u51fa\u5de8\u5927\u7684\u6295\u8d44\u3002\u6211\u4eec\u5f53\u65f6\u65e0\u6cd5\u63d0\u4f9b\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u6295\u8d44\u8ba9Anthropic\u4f7f\u7528\u6211\u4eec\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u4f46\u8c37\u6b4c\u548cAWS\u53ef\u4ee5\u3002\u4ed6\u4eec\u5728\u65e9\u671f\u6295\u5165\u4e86\u5de8\u989d\u8d44\u91d1\uff0c\u4f7fAnthropic\u6700\u7ec8\u4f7f\u7528\u4e86\u4ed6\u4eec\u7684\u8ba1\u7b97\u8d44\u6e90\u3002\u800c\u5f53\u65f6\u6211\u4eec\u6ca1\u6cd5\u505a\u5230\u3002<\/p>\n<p>\u6211\u7684\u5931\u8bef\u5728\u4e8e\u6ca1\u6709\u6df1\u523b\u8ba4\u8bc6\u5230AI\u5b9e\u9a8c\u5ba4\u4eec\u522b\u65e0\u9009\u62e9\uff0c\u98ce\u9669\u6295\u8d44\u516c\u53f8\u6c38\u8fdc\u4e0d\u4f1a\u5411\u4e00\u4e2a\u5b9e\u9a8c\u5ba4\u6295\u8d4450-100\u4ebf\u7f8e\u5143\u3002\u4e0d\u8fc7\u5373\u4f7f\u6211\u660e\u767d\u8fd9\u4e00\u70b9\uff0c\u6211\u8ba4\u4e3a\u5f53\u65f6\u6211\u4eec\u4e5f\u65e0\u6cd5\u505a\u5230\u3002\u597d\u5728\u6211\u4e0d\u4f1a\u518d\u72af\u540c\u6837\u7684\u9519\u8bef\u4e86\u3002<\/p>\n<p>\u6211\u5f88\u9ad8\u5174\u80fd\u6295\u8d44OpenAI\uff0c\u5e76\u5e2e\u52a9\u4ed6\u4eec\u6269\u5c55\u3002\u6211\u4e5f\u5f88\u9ad8\u5174\u540e\u6765Anthropic\u627e\u5230\u6211\u4eec\u65f6\uff0c\u6211\u4eec\u80fd\u591f\u6295\u8d44\u652f\u6301\u4ed6\u4eec\u3002\u8fc7\u53bb\u6211\u4eec\u505a\u4e0d\u5230\uff0c\u5982\u679c\u80fd\u91cd\u6765\u2014\u2014\u5982\u679c\u5f53\u65f6\u7684\u82f1\u4f1f\u8fbe\u6709\u6211\u4eec\u4eca\u5929\u7684\u89c4\u6a21\u2014\u2014\u6211\u5c06\u5341\u5206\u4e50\u610f\u8fd9\u4e48\u505a\u3002<\/p>\n<p>Q\uff1a\u8fd9\u786e\u5b9e\u5f88\u6709\u610f\u601d\u3002\u591a\u5e74\u6765\uff0c\u82f1\u4f1f\u8fbe\u4e00\u76f4\u662fAI\u9886\u57df\u8d5a\u94b1\u6700\u591a\u7684\u516c\u53f8\u3002\u73b0\u5728\u4f60\u4eec\u5728\u8fdb\u884c\u6295\u8d44\uff0c\u636e\u62a5\u9053\uff0c\u4f60\u4eec\u5df2\u7ecf\u5411OpenAI\u6295\u8d44\u4e86\u9ad8\u8fbe300\u4ebf\u7f8e\u5143\uff0c\u5411Anthropic\u6295\u8d44\u4e86100\u4ebf\u7f8e\u5143\u3002\u800c\u73b0\u5728\uff0c\u4ed6\u4eec\u7684\u4f30\u503c\u5df2\u7ecf\u663e\u8457\u589e\u957f\uff0c\u6211\u76f8\u4fe1\u5b83\u4eec\u8fd8\u4f1a\u7ee7\u7eed\u589e\u957f\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u5728\u8fd9\u4e9b\u5e74\u91cc\uff0c\u4f60\u4eec\u4e00\u76f4\u4e3a\u8fd9\u4e9b\u516c\u53f8\u63d0\u4f9b\u7b97\u529b\uff0c\u4f60\u4eec\u80fd\u770b\u5230\u5b83\u4eec\u7684\u53d1\u5c55\u65b9\u5411\u3002\u51e0\u5e74\u524d\uff0c\u751a\u81f3\u5c31\u5728\u4e00\u5e74\u4ee5\u524d\uff0c\u4ed6\u4eec\u7684\u4f30\u503c\u4ec5\u662f\u73b0\u5728\u7684\u5341\u5206\u4e4b\u4e00\uff0c\u800c\u5f53\u65f6\u4f60\u4eec\u624b\u5934\u6709\u5145\u88d5\u7684\u73b0\u91d1\u3002\u6309\u7406\u8bf4\uff0c\u6709\u4e00\u79cd\u53ef\u80fd\u662f\uff0c\u82f1\u4f1f\u8fbe\u81ea\u5df1\u53ef\u4ee5\u6253\u9020\u4e00\u4e2a\u57fa\u7840\u7814\u7a76\u5b9e\u9a8c\u5ba4\uff0c\u8fdb\u884c\u5de8\u989d\u6295\u8d44\u8ba9\u8fd9\u4e00\u5207\u6210\u4e3a\u53ef\u80fd\uff0c\u6216\u8005\u5728\u9ad8\u989d\u4f30\u503c\u4e4b\u524d\u66f4\u65e9\u5b8c\u6210\u4f60\u4eec\u73b0\u5728\u6240\u505a\u7684\u4ea4\u6613\u3002\u6211\u5f88\u597d\u5947\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u65e9\u70b9\u505a\u5462\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6211\u4eec\u5728\u80fd\u591f\u505a\u5230\u7684\u65f6\u5019\u5c31\u9a6c\u4e0a\u505a\u4e86\u3002\u5982\u679c\u66f4\u65e9\u5177\u5907\u6761\u4ef6\uff0c\u6211\u4e5f\u613f\u610f\u66f4\u65e9\u53bb\u505a\u3002\u4f46\u5f53Anthropic\u9700\u8981\u6211\u4eec\u8fd9\u4e48\u505a\u7684\u65f6\u5019\uff0c\u6211\u4eec\u5e76\u4e0d\u5177\u5907\u6761\u4ef6\u3002\u8fd9\u5728\u5f53\u65f6\u5bf9\u6211\u4eec\u6765\u8bf4\u4e5f\u4e0d\u662f\u4e00\u4e2a\u5408\u7406\u7684\u9009\u62e9\u3002<\/p>\n<p>Q\uff1a\u4e3a\u4ec0\u4e48\uff1f\u662f\u56e0\u4e3a\u8d44\u91d1\u95ee\u9898\u5417\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u662f\u7684\uff0c\u6295\u8d44\u89c4\u6a21\u7684\u95ee\u9898\u3002\u90a3\u65f6\u6211\u4eec\u4ece\u672a\u5bf9\u5916\u90e8\u516c\u53f8\u8fdb\u884c\u8fc7\u6295\u8d44\uff0c\u5c24\u5176\u662f\u8fd9\u4e48\u5927\u89c4\u6a21\u7684\u6295\u8d44\u3002\u5f53\u65f6\u6211\u4eec\u6ca1\u6709\u610f\u8bc6\u5230\u8fd9\u662f\u5fc5\u8981\u7684\u3002\u6211\u4e00\u76f4\u8ba4\u4e3a\u4ed6\u4eec\u53ef\u4ee5\u50cf\u5176\u4ed6\u516c\u53f8\u4e00\u6837\u53bb\u627e\u98ce\u6295\u878d\u8d44\u3002\u4f46\u4ed6\u4eec\u60f3\u8981\u5b9e\u73b0\u7684\u76ee\u6807\u5e76\u4e0d\u662f\u901a\u8fc7\u98ce\u6295\u5c31\u80fd\u5b8c\u6210\u7684\u3002OpenAI\u60f3\u8981\u5b9e\u73b0\u7684\u76ee\u6807\u4e5f\u65e0\u6cd5\u901a\u8fc7\u98ce\u6295\u8fbe\u6210\u3002\u6211\u73b0\u5728\u8ba4\u8bc6\u5230\u4e86\uff0c\u4f46\u5f53\u65f6\u5e76\u4e0d\u4e86\u89e3\u3002<\/p>\n<p>\u4e0d\u8fc7\u8fd9\u4e5f\u662f\u4ed6\u4eec\u7684\u806a\u660e\u4e4b\u5904\u3002\u4ed6\u4eec\u65e9\u5c31\u610f\u8bc6\u5230\u5fc5\u987b\u8fd9\u6837\u505a\u3002\u6211\u5f88\u9ad8\u5174\u4ed6\u4eec\u5f53\u65f6\u505a\u51fa\u4e86\u8fd9\u6837\u7684\u9009\u62e9\u3002\u5c3d\u7ba1\u8fd9\u5bfc\u81f4\u4e86Anthropic\u4e0d\u5f97\u4e0d\u53bb\u627e\u522b\u4eba\uff0c\u4f46\u6211\u4ecd\u7136\u4e3a\u4ed6\u4eec\u5b58\u5728\u800c\u611f\u5230\u9ad8\u5174\u3002Anthropic\u7684\u5b58\u5728\u5bf9\u4e8e\u4e16\u754c\u6765\u8bf4\u662f\u4ef6\u597d\u4e8b\uff0c\u6211\u771f\u5fc3\u4e3a\u6b64\u611f\u5230\u6b23\u559c\u3002<\/p>\n<p>Q\uff1a\u5f53\u7136\uff0c\u4f60\u4eec\u4ecd\u7136\u8d5a\u4e86\u5f88\u591a\u94b1\uff0c\u800c\u4e14\u6bcf\u4e2a\u5b63\u5ea6\u8d5a\u5f97\u8d8a\u6765\u8d8a\u591a\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u5373\u4fbf\u5982\u6b64\uff0c\u4ecd\u7136\u53ef\u4ee5\u6709\u9057\u61be\u3002<\/p>\n<p>Q\uff1a\u90a3\u95ee\u9898\u4f9d\u65e7\u5b58\u5728\u2014\u2014\u73b0\u5728\u4f60\u4eec\u624b\u5934\u6709\u5927\u91cf\u8d44\u91d1\uff0c\u5e76\u4e14\u4e00\u76f4\u8d5a\u66f4\u591a\u7684\u94b1\uff0c\u4f60\u4eec\u5e94\u8be5\u7528\u8fd9\u4e9b\u8d44\u91d1\u6765\u505a\u4ec0\u4e48\uff1f\u4e00\u4e2a\u7b54\u6848\u662f\uff0c\u4e00\u4e2a\u4e2d\u95f4\u5546\u751f\u6001\u7cfb\u7edf\u6b63\u5728\u5d1b\u8d77\uff0c\u4ed6\u4eec\u4f7f\u5f97\u8fd9\u4e9b\u7814\u7a76\u5b9e\u9a8c\u5ba4\u5c06\u8d44\u91d1\u6027\u5f00\u652f\u8f6c\u4e3a\u8fd0\u8425\u6027\u5f00\u652f\uff0c\u4ee5\u4fbf\u8fd9\u4e9b\u5b9e\u9a8c\u5ba4\u53ef\u4ee5\u79df\u7528\u8ba1\u7b97\u8d44\u6e90\u3002\u82af\u7247\u975e\u5e38\u6602\u8d35\uff0c\u4f46\u5b83\u4eec\u5728\u751f\u547d\u5468\u671f\u5185\u80fd\u4ea7\u751f\u5de8\u5927\u7684\u4ef7\u503c\uff0c\u56e0\u4e3aAI\u6a21\u578b\u6b63\u53d8\u5f97\u8d8a\u6765\u8d8a\u5f3a\u5927\u3002\u82f1\u4f1f\u8fbe\u6709\u8db3\u591f\u7684\u8d44\u91d1\u6765\u627f\u62c5\u8fd9\u6837\u7684\u8d44\u672c\u6027\u5f00\u652f\u3002\u5b9e\u9645\u4e0a\uff0c\u636e\u62a5\u9053\uff0c\u4f60\u4eec\u4e3aCoreWeave\u63d0\u4f9b\u4e86\u591a\u8fbe63\u4ebf\u7f8e\u5143\u7684\u652f\u6301\uff0c\u5e76\u5411\u5176\u6295\u8d44\u4e8620\u4ebf\u7f8e\u5143\u3002<\/p>\n<p>\u90a3\u4e48\uff0c\u4e3a\u4ec0\u4e48\u82f1\u4f1f\u8fbe\u4e0d\u81ea\u5df1\u6210\u4e3a\u4e00\u5bb6\u4e91\u670d\u52a1\u5546\uff0c\u81ea\u5df1\u79df\u8d41\u8fd9\u4e9b\u8ba1\u7b97\u8d44\u6e90\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u8fd9\u662f\u516c\u53f8\u54f2\u5b66\u95ee\u9898\u3002\u82f1\u4f1f\u8fbe\u5e94\u505a\u201c\u5fc5\u987b\u505a\u7684\u4e8b\uff0c\u4f46\u8d8a\u5c11\u8d8a\u597d\u201d\u3002\u8fd9\u610f\u5473\u7740\uff0c\u6211\u4eec\u6b63\u5728\u6784\u5efa\u8ba1\u7b97\u5e73\u53f0\u7684\u5de5\u4f5c\u662f\u8fd9\u6837\u7684\uff1a\u5982\u679c\u6211\u4eec\u4e0d\u53bb\u505a\uff0c\u6211\u771f\u5fc3\u76f8\u4fe1\u5c31\u4e0d\u4f1a\u6709\u4eba\u53bb\u505a\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u4e0d\u50cf\u73b0\u5728\u8fd9\u6837\u6784\u5efaNVLink\u3001\u4e0d\u50cf\u73b0\u5728\u8fd9\u6837\u6784\u5efa\u6574\u4e2a\u6280\u672f\u6808\u3001\u4e0d\u50cf\u73b0\u5728\u8fd9\u6837\u5efa\u7acb\u6574\u4e2a\u751f\u6001\u7cfb\u7edf\uff0c\u5982\u679c\u6211\u4eec\u6ca1\u6709\u5728\u8fc7\u53bb20\u5e74\u91cc\u575a\u6301\u5efa\u8bbeCUDA\u2014\u2014\u90a3\u6bb5\u65f6\u95f4\u5927\u90e8\u5206\u90fd\u662f\u4e8f\u94b1\u7684\u2014\u2014\u5982\u679c\u6211\u4eec\u6ca1\u6709\u505a\u8fd9\u4e00\u5207\uff0c\u5c31\u4e0d\u4f1a\u6709\u4eba\u53bb\u505a\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u6ca1\u6709\u521b\u5efa\u6240\u6709CUDA-X\u5e93\uff0c\u4f7f\u5b83\u4eec\u9762\u5411\u7279\u5b9a\u9886\u57df\u2026\u2026\u5341\u591a\u5e74\u524d\uff0c\u6211\u4eec\u5f00\u59cb\u7740\u773c\u4e8e\u9886\u57df\u4e13\u7528\u7684\u5e93\u3002\u6211\u4eec\u610f\u8bc6\u5230\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u521b\u5efa\u8fd9\u4e9b\u5e93\uff0c\u65e0\u8bba\u5b83\u4eec\u662f\u7528\u4e8e\u5149\u7ebf\u8ffd\u8e2a\u3001\u56fe\u50cf\u751f\u6210\u8fd8\u662f\u65e9\u671fAI\u7684\u53d1\u5c55\uff0c\u90a3\u4e48\u6570\u636e\u5904\u7406\u3001\u7ed3\u6784\u5316\u6570\u636e\u5904\u7406\u3001\u5411\u91cf\u6570\u636e\u5904\u7406\u8fd9\u4e9b\u6280\u672f\u90fd\u4e0d\u4f1a\u5b58\u5728\u3002\u6211\u4eec\u751a\u81f3\u4e3a\u8ba1\u7b97\u5149\u523b\u521b\u5efa\u4e86\u53eb\u505acuLitho\u7684\u5e93\u3002\u5982\u679c\u6211\u4eec\u4e0d\u521b\u5efa\u5b83\uff0c\u4e5f\u4e0d\u4f1a\u6709\u4eba\u6765\u505a\u3002\u6240\u4ee5\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u505a\u8fd9\u4e9b\u5de5\u4f5c\uff0c\u52a0\u901f\u8ba1\u7b97\u4e0d\u4f1a\u53d6\u5f97\u4eca\u5929\u8fd9\u6837\u7684\u8fdb\u5c55\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u8fd9\u662f\u6211\u4eec\u5fc5\u987b\u505a\u7684\u4e8b\u3002\u6211\u4eec\u5e94\u8be5\u5168\u529b\u4ee5\u8d74\uff0c\u7aed\u5c3d\u6240\u80fd\u53bb\u5b8c\u6210\u8fd9\u4ef6\u4e8b\u3002\u7136\u800c\uff0c\u4e16\u754c\u4e0a\u6709\u5f88\u591a\u4e91\u670d\u52a1\u5546\uff0c\u6211\u4eec\u4e0d\u505a\u4e5f\u603b\u4f1a\u6709\u4eba\u51fa\u73b0\u3002\u82f1\u4f1f\u8fbe\u9075\u5faa\u7684\u7406\u5ff5\u662f\u505a\u201c\u5fc5\u987b\u505a\u7684\u4e8b\uff0c\u4f46\u8d8a\u5c11\u8d8a\u597d\u201d\uff0c\u4e00\u5207\u90fd\u662f\u4ee5\u6b64\u4e3a\u6838\u5fc3\u7684\u3002<\/p>\n<p>\u5173\u4e8e\u4e91\u670d\u52a1\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u652f\u6301CoreWeave\u8fd9\u6837\u7684\u201c\u65b0\u578b\u4e91\u670d\u52a1\u5546\u201d\u5b58\u5728\uff0c\u90a3\u4e48\u8fd9\u4e9bAI\u4e91\u516c\u53f8\u5c31\u4e0d\u4f1a\u5b58\u5728\u3002\u5982\u679c\u6ca1\u6709\u6211\u4eec\u7684\u652f\u6301\uff0cCoreWeave\u6839\u672c\u65e0\u6cd5\u5b58\u5728\u3002\u6211\u4eec\u4e0d\u652f\u6301Nscale\uff0c\u5b83\u4eec\u4e5f\u4e0d\u4f1a\u8d70\u5230\u4eca\u5929\u3002\u5982\u679c\u6ca1\u6709\u6211\u4eec\u7684\u652f\u6301\uff0cNebius\u4e5f\u4e0d\u4f1a\u8fbe\u5230\u4eca\u5929\u7684\u6c34\u5e73\u3002\u800c\u73b0\u5728\uff0c\u5b83\u4eec\u53d1\u5c55\u5f97\u975e\u5e38\u597d\u3002<\/p>\n<p>Q\uff1a\u4e3a\u4ec0\u4e48\u4f60\u4e0d\u53bb\u6311\u9009\u8d62\u5bb6\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u9996\u5148\uff0c\u8fd9\u4e0d\u662f\u6211\u4eec\u7684\u8d23\u4efb\u3002\u5176\u6b21\uff0c\u82f1\u4f1f\u8fbe\u521a\u521a\u521b\u7acb\u65f6\uff0c\u670960\u5bb6\u4ece\u4e8b3D\u56fe\u5f62\u4e1a\u52a1\u7684\u516c\u53f8\u3002\u6700\u540e\uff0c\u53ea\u6709\u6211\u4eec\u6d3b\u4e86\u4e0b\u6765\u3002\u4f46\u5982\u679c\u4f60\u5f53\u65f6\u95ee\u90a360\u5bb6\u516c\u53f8\u54ea\u5bb6\u80fd\u6d3b\u4e0b\u6765\uff0c\u82f1\u4f1f\u8fbe\u5f88\u53ef\u80fd\u4f1a\u88ab\u5217\u4e3a\u6700\u4e0d\u53ef\u80fd\u7684\u90a3\u4e00\u4e2a\u3002<\/p>\n<p>\u5f53\u65f6\uff0c\u82f1\u4f1f\u8fbe\u7684\u56fe\u5f62\u67b6\u6784\u5b8c\u5168\u641e\u9519\u4e86\u3002\u4e0d\u662f\u6709\u4e00\u70b9\u9519\uff0c\u800c\u662f\u5f7b\u5e95\u9519\u4e86\u3002<\/p>\n<p>\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u79cd\u5f00\u53d1\u8005\u5b8c\u5168\u65e0\u6cd5\u652f\u6301\u7684\u67b6\u6784\u3002\u5b83\u6c38\u8fdc\u4e0d\u53ef\u80fd\u53d6\u5f97\u6210\u529f\u3002\u6211\u4eec\u672c\u7740\u6b63\u786e\u7684\u7b2c\u4e00\u6027\u539f\u7406\u53bb\u63a8\u5bfc\uff0c\u4f46\u6700\u7ec8\u5f97\u51fa\u4e86\u9519\u8bef\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u5f53\u65f6\uff0c\u6240\u6709\u4eba\u90fd\u4f1a\u628a\u6211\u4eec\u6392\u9664\u5728\u7ade\u4e89\u540d\u5355\u4e4b\u5916\u3002\u7136\u800c\uff0c\u770b\u770b\u6211\u4eec\u73b0\u5728\u7684\u6837\u5b50\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6211\u6df1\u77e5\uff0c\u8981\u6000\u6709\u8db3\u591f\u7684\u8c26\u900a\u3002\u4e0d\u8981\u53bb\u6311\u9009\u8d62\u5bb6\u3002\u8981\u4e48\u8ba9\u4ed6\u4eec\u81ea\u5df1\u7ade\u4e89\uff0c\u8981\u4e48\u652f\u6301\u6240\u6709\u4eba\u3002<\/p>\n<p>Q\uff1a\u6211\u6709\u4e00\u70b9\u6ca1\u542c\u61c2\u3002\u4f60\u8bf4\u82f1\u4f1f\u8fbe\u5e76\u4e0d\u4f18\u5148\u652f\u6301\u65b0\u578b\u4e91\u670d\u52a1\u516c\u53f8\uff0c\u4f46\u53c8\u5217\u4e3e\u4e86\u5f88\u591a\u65b0\u578b\u4e91\u670d\u52a1\u516c\u53f8\uff0c\u5e76\u8bf4\u201c\u5982\u679c\u6ca1\u6709\u82f1\u4f1f\u8fbe\u7684\u652f\u6301\uff0c\u5b83\u4eec\u5c31\u4e0d\u4f1a\u5b58\u5728\u201d\u3002\u8fd9\u4e24\u4e2a\u8bf4\u6cd5\u600e\u4e48\u517c\u5bb9\u5462\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u9996\u5148\uff0c\u5b83\u4eec\u9700\u8981\u6709\u751f\u5b58\u7684\u610f\u613f\uff0c\u5e76\u4e14\u4e3b\u52a8\u6765\u5bfb\u6c42\u6211\u4eec\u7684\u5e2e\u52a9\u3002<\/p>\n<p>\u5f53\u5b83\u4eec\u6e34\u671b\u5b58\u5728\uff0c\u5e76\u4e14\u6709\u81ea\u5df1\u7684\u5546\u4e1a\u8ba1\u5212\u3001\u4e13\u4e1a\u6280\u80fd\u548c\u70ed\u60c5\u65f6\u2014\u2014\u663e\u7136\u5b83\u4eec\u5fc5\u987b\u672c\u8eab\u5177\u5907\u4e00\u4e9b\u80fd\u529b\u3002\u4f46\u6700\u7ec8\uff0c\u5b83\u4eec\u9700\u8981\u4e00\u4e9b\u6295\u8d44\u6765\u7ad9\u7a33\u811a\u8ddf\uff0c\u800c\u6211\u4eec\u4f1a\u4e3a\u5b83\u4eec\u63d0\u4f9b\u652f\u6301\u3002\u8d8a\u65e9\u542f\u52a8\u5b83\u4eec\u7684\u98de\u8f6e\u6548\u5e94\u8d8a\u597d\u3002<\/p>\n<p>\u4f60\u7684\u95ee\u9898\u662f\uff0c\u201c\u6211\u4eec\u60f3\u505a\u91d1\u878d\u6295\u8d44\u65b9\u5417\uff1f\u201d\u7b54\u6848\u662f\u5426\u5b9a\u7684\u3002\u878d\u8d44\u662f\u522b\u4eba\u7684\u9886\u57df\uff0c\u6211\u4eec\u66f4\u613f\u610f\u4e0e\u6240\u6709\u4ece\u4e8b\u878d\u8d44\u4e1a\u52a1\u7684\u4eba\u5408\u4f5c\uff0c\u800c\u4e0d\u662f\u81ea\u5df1\u53bb\u5f53\u91d1\u878d\u5bb6\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u4e13\u6ce8\u4e8e\u6211\u4eec\u64c5\u957f\u7684\u9886\u57df\uff0c\u8ba9\u6211\u4eec\u7684\u5546\u4e1a\u6a21\u5f0f\u5c3d\u91cf\u7b80\u5355\uff0c\u540c\u65f6\u652f\u6301\u6211\u4eec\u7684\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n<p>\u6bd4\u5982\uff0c\u5f53OpenAI\u9700\u8981\u89c4\u6a21\u9ad8\u8fbe300\u4ebf\u7f8e\u5143\u7684\u6295\u8d44\u65f6\uff0c\u6211\u4eec\u4f1a\u51fa\u624b\u5e2e\u52a9\u4ed6\u4eec\u3002\u4e16\u754c\u9700\u8981\u4ed6\u4eec\u7684\u5b58\u5728\u3002\u4e16\u754c\u6e34\u671b\u4ed6\u4eec\u7684\u5b58\u5728\uff0c\u6211\u4e5f\u5e0c\u671b\u4ed6\u4eec\u5b58\u5728\u3002\u4ed6\u4eec\u73b0\u5728\u6709\u7740\u5f3a\u52b2\u7684\u589e\u957f\u52bf\u5934\u3002\u6211\u4eec\u4f1a\u652f\u6301\u4ed6\u4eec\u5e76\u5e2e\u52a9\u4ed6\u4eec\u6269\u5c55\u3002\u8fd9\u79cd\u6295\u8d44\u6211\u4eec\u4f1a\u53bb\u505a\uff0c\u56e0\u4e3a\u4ed6\u4eec\u9700\u8981\u6211\u4eec\u3002\u4f46\u6211\u4eec\u5e76\u4e0d\u662f\u8bd5\u56fe\u505a\u201c\u5c3d\u53ef\u80fd\u591a\u7684\u4e8b\u60c5\u201d\uff0c\u800c\u662f\u201c\u5c3d\u53ef\u80fd\u5c11\u201d\u3002<\/p>\n<p>Q\uff1a\u8fd9\u4e2a\u95ee\u9898\u53ef\u80fd\u663e\u800c\u6613\u89c1\uff0c\u4f46\u6211\u4eec\u591a\u5e74\u6765\u4e00\u76f4\u5904\u4e8eGPU\u77ed\u7f3a\u7684\u72b6\u6001\uff0c\u73b0\u5728\u968f\u7740\u6a21\u578b\u7684\u8fdb\u6b65\uff0c\u4f9b\u9700\u7f3a\u53e3\u4f3c\u4e4e\u66f4\u5927\u4e86\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6ca1\u9519\uff0cGPU\u76ee\u524d\u4ecd\u7136\u4f9b\u4e0d\u5e94\u6c42\u3002<\/p>\n<p>Q\uff1a\u662f\u7684\u3002\u82f1\u4f1f\u8fbe\u4ee5\u4e00\u79cd\u72ec\u7279\u7684\u65b9\u5f0f\u5206\u914d\u7a00\u7f3a\u8d44\u6e90\uff0c\u5e76\u975e\u5355\u7eaf\u7684\u4ef7\u9ad8\u8005\u5f97\uff0c\u800c\u662f\u66f4\u591a\u5730\u8003\u8651\u201c\u6211\u4eec\u5e0c\u671b\u8fd9\u4e9b\u65b0\u578b\u4e91\u670d\u52a1\u516c\u53f8\u80fd\u5b58\u5728\u201d\uff0c\u56e0\u6b64\u5206\u914d\u4e00\u4e9b\u8d44\u6e90\u7ed9CoreWeave\u3001Crusoe\uff0c\u4ee5\u53caLambda\u4e4b\u7c7b\u516c\u53f8\u3002\u82f1\u4f1f\u8fbe\u4e3a\u4ec0\u4e48\u4f1a\u91c7\u53d6\u8fd9\u79cd\u65b9\u5f0f\uff1f\u4f60\u540c\u610f\u8fd9\u6837\u7684\u5e02\u573a\u63cf\u8ff0\u5417\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u4e0d\uff0c\u4e0d\uff0c\u4f60\u7684\u524d\u63d0\u5c31\u662f\u9519\u7684\u3002\u6211\u4eec\u5728\u8fd9\u4e9b\u4e8b\u60c5\u4e0a\u975e\u5e38\u8c28\u614e\u3002<\/p>\n<p>\u9996\u5148\uff0c\u5982\u679c\u4f60\u6ca1\u6709\u4e0b\u8ba2\u5355\uff0c\u90a3\u4e48\u518d\u591a\u7684\u8ba8\u8bba\u4e5f\u662f\u6ca1\u7528\u7684\u3002\u5728\u6211\u4eec\u6536\u5230\u8ba2\u5355\u4e4b\u524d\uff0c\u6211\u4eec\u5b9e\u5728\u65e0\u80fd\u4e3a\u529b\u3002\u6240\u4ee5\u7b2c\u4e00\u6b65\u662f\uff1a\u6211\u4eec\u548c\u6240\u6709\u4eba\u4e00\u8d77\u52aa\u529b\u505a\u597d\u9700\u6c42\u9884\u6d4b\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u4e1c\u897f\u9700\u8981\u5f88\u957f\u65f6\u95f4\u624d\u80fd\u751f\u4ea7\u51fa\u6765\uff0c\u800c\u6570\u636e\u4e2d\u5fc3\u7684\u5efa\u8bbe\u4e5f\u9700\u8981\u5f88\u957f\u65f6\u95f4\u3002\u6211\u4eec\u901a\u8fc7\u9884\u6d4b\u6765\u534f\u8c03\u4f9b\u9700\uff0c\u8fd9\u662f\u7b2c\u4e00\u6b65\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u6211\u4eec\u5c3d\u53ef\u80fd\u548c\u66f4\u591a\u4eba\u4e00\u8d77\u8fdb\u884c\u9700\u6c42\u9884\u6d4b\uff0c\u4f46\u6700\u7ec8\u8fd8\u662f\u8981\u5b9e\u9645\u4e0b\u8ba2\u5355\u3002\u4e5f\u8bb8\u7531\u4e8e\u67d0\u79cd\u539f\u56e0\uff0c\u4f60\u6ca1\u6709\u4e0b\u8ba2\u5355\uff0c\u90a3\u6211\u4eec\u53c8\u80fd\u505a\u4ec0\u4e48\u5462\uff1f\u5728\u67d0\u4e2a\u65f6\u95f4\u70b9\u540e\uff0c\u9075\u5faa\u7684\u662f\u201c\u5148\u5230\u5148\u5f97\u201d\u539f\u5219\u3002\u4e0d\u8fc7\uff0c\u5982\u679c\u4f60\u7684\u6570\u636e\u4e2d\u5fc3\u8fd8\u6ca1\u51c6\u5907\u597d\uff0c\u6216\u8005\u67d0\u4e9b\u7ec4\u4ef6\u8fd8\u6ca1\u5c31\u7eea\uff0c\u65e0\u6cd5\u8ba9\u6570\u636e\u4e2d\u5fc3\u542f\u52a8\u8fd0\u884c\uff0c\u6211\u4eec\u53ef\u80fd\u4f1a\u4f18\u5148\u670d\u52a1\u5176\u4ed6\u5ba2\u6237\u3002\u8fd9\u53ea\u662f\u4e3a\u4e86\u6700\u5927\u5316\u6211\u4eec\u81ea\u5df1\u7684\u5de5\u5382\u4ea7\u80fd\u5229\u7528\u7387\uff0c\u6211\u4eec\u53ef\u80fd\u4f1a\u505a\u4e00\u4e9b\u8fd9\u79cd\u8c03\u6574\u3002<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u4f18\u5148\u7ea7\u5c31\u662f\u201c\u5148\u5230\u5148\u5f97\u201d\u3002\u4f60\u9700\u8981\u4e0b\u8ba2\u5355\u3002\u5982\u679c\u4f60\u4e0d\u4e0b\u8ba2\u5355\uff0c\u90a3\u5c31\u771f\u7684\u65e0\u53ef\u64cd\u4f5c\u3002\u5f53\u7136\uff0c\u8fd9\u53ef\u80fd\u6f14\u53d8\u6210\u4e00\u4e9b\u6545\u4e8b\uff0c\u6bd4\u5982\u4e4b\u524d\u62a5\u9053\u63d0\u5230\u62c9\u91cc\u00b7\u4f69\u5947\u3001\u9a6c\u65af\u514b\u548c\u6211\u5171\u8fdb\u665a\u9910\uff0c\u8bf7\u6c42\u83b7\u5f97GPU\u3002\u90a3\u5b8c\u5168\u4e0d\u662f\u771f\u7684\u3002\u6211\u4eec\u786e\u5b9e\u4e00\u8d77\u5403\u4e86\u987f\u996d\uff0c\u90a3\u662f\u4e00\u6b21\u975e\u5e38\u6109\u5feb\u7684\u665a\u9910\u3002\u4f46\u4ed6\u4eec\u7edd\u5bf9\u6ca1\u6709\u4e5e\u6c42GPU\u3002\u4ed6\u4eec\u53ea\u9700\u4e0b\u8ba2\u5355\u5c31\u884c\u4e86\u3002\u4e00\u65e6\u8ba2\u5355\u4e0b\u6765\u4e86\uff0c\u6211\u4eec\u4f1a\u5c3d\u5168\u529b\u6ee1\u8db3\u4ed6\u4eec\u7684\u9700\u6c42\u3002\u8fd9\u4ef6\u4e8b\u60c5\u5e76\u4e0d\u590d\u6742\u3002<\/p>\n<p>Q\uff1a\u597d\u5427\uff0c\u6240\u4ee5\u542c\u8d77\u6765\u5c31\u662f\u6709\u4e00\u4e2a\u961f\u5217\u3002\u5982\u679c\u4f60\u7684\u6570\u636e\u4e2d\u5fc3\u51c6\u5907\u597d\u4e86\uff0c\u5e76\u4e14\u8ba2\u5355\u5728\u67d0\u4e2a\u65f6\u95f4\u4e0b\u8fbe\u4e86\uff0c\u90a3\u4e48\u4f60\u4f1a\u6309\u987a\u5e8f\u5f97\u5230\u4ea4\u4ed8\u3002\u4f46\u542c\u4e0a\u53bb\u8fd9\u4ecd\u4e0d\u662f\u51fa\u4ef7\u6700\u9ad8\u8005\u5c31\u80fd\u4f18\u5148\u83b7\u5f97\u3002\u4e3a\u4ec0\u4e48\u91c7\u53d6\u8fd9\u6837\u7684\u7b56\u7565\u5462\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6211\u4eec\u4ece\u6765\u4e0d\u8fd9\u6837\u505a\u3002<\/p>\n<p>Q\uff1a\u597d\u5427\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6211\u4eec\u4ece\u6765\u6ca1\u6709\u3002<\/p>\n<p>Q\uff1a\u4e3a\u4ec0\u4e48\u4e0d\u628a\u4e1c\u897f\u5356\u7ed9\u51fa\u4ef7\u6700\u9ad8\u7684\u4eba\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u56e0\u4e3a\u8fd9\u662f\u7cdf\u7cd5\u7684\u5546\u4e1a\u884c\u4e3a\u3002\u4f60\u5b9a\u597d\u4ef7\u683c\uff0c\u7136\u540e\u8ba9\u4eba\u4eec\u51b3\u5b9a\u662f\u5426\u8d2d\u4e70\u3002\u6211\u77e5\u9053\u82af\u7247\u884c\u4e1a\u7684\u5176\u4ed6\u516c\u53f8\u5728\u9700\u6c42\u5f88\u9ad8\u65f6\u4f1a\u8c03\u6574\u4ef7\u683c\uff0c\u4f46\u6211\u4eec\u4e0d\u4f1a\u3002\u6211\u4eec\u4ece\u6765\u6ca1\u6709\u8fd9\u6837\u505a\u8fc7\u3002\u4f60\u53ef\u4ee5\u4f9d\u8d56\u6211\u4eec\u3002\u6211\u66f4\u5e0c\u671b\u6210\u4e3a\u884c\u4e1a\u7684\u57fa\u7840\uff0c\u4e0d\u9700\u8981\u5ba2\u6237\u53cd\u590d\u731c\u6d4b\u3002\u5982\u679c\u6211\u4eec\u7ed9\u4e86\u4f60\u4e00\u4e2a\u62a5\u4ef7\uff0c\u90a3\u5c31\u662f\u6700\u7ec8\u4ef7\u683c\u3002\u5982\u679c\u9700\u6c42\u66b4\u6da8\uff0c\u90a3\u5c31\u8ba9\u5b83\u66b4\u6da8\u5427\u3002<\/p>\n<p>Q\uff1a\u53e6\u4e00\u65b9\u9762\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u4f60\u548c\u53f0\u79ef\u7535\u6709\u826f\u597d\u5408\u4f5c\u5173\u7cfb\u7684\u539f\u56e0\uff0c\u5bf9\u5417\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u662f\u7684\uff0c\u82f1\u4f1f\u8fbe\u548c\u53f0\u79ef\u7535\u5408\u4f5c\u5373\u5c06\u6ee130\u5e74\u4e86\u3002\u6211\u4eec\u4e4b\u95f4\u751a\u81f3\u6ca1\u6709\u7b7e\u8fc7\u6cd5\u5f8b\u5408\u540c\u3002\u6709\u4e9b\u4e8b\u60c5\u603b\u4f53\u4e0a\u8bb2\u6c42\u516c\u5e73\uff0c\u6709\u65f6\u5019\u6211\u5360\u4fbf\u5b9c\uff0c\u6709\u65f6\u5019\u5403\u4e8f\u3002\u4f46\u603b\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u6709\u7740\u6781\u597d\u7684\u5173\u7cfb\u3002\u6211\u53ef\u4ee5\u5b8c\u5168\u4fe1\u4efb\u4ed6\u4eec\uff0c\u5b8c\u5168\u4f9d\u8d56\u4ed6\u4eec\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u76f8\u4fe1\u82f1\u4f1f\u8fbe\u7684\u662f\uff1a\u6bcf\u4e00\u5e74\uff0c\u90fd\u53ef\u4ee5\u671f\u5f85\u6211\u4eec\u5e26\u6765\u7684\u8fdb\u6b65\u3002\u4eca\u5e74\u662fVera Rubin\uff0c\u660e\u5e74\u662fVera Rubin Ultra\uff0c\u518d\u4e4b\u540e\u662fFeynman\uff0c\u518d\u4e0b\u4e00\u5e74\u53ef\u80fd\u662f\u5c1a\u672a\u547d\u540d\u7684\u65b0\u4ea7\u54c1\u3002\u6bcf\u4e00\u5e74\uff0c\u6211\u4eec\u90fd\u8ba9\u4f60\u503c\u5f97\u671f\u5f85\u3002\u653e\u773c\u6574\u4e2aASIC\u9886\u57df\uff0c\u4f60\u90fd\u5f88\u96be\u627e\u5230\u53e6\u4e00\u4e2a\u56e2\u961f\u5982\u6b64\u7a33\u5b9a\uff0c\u8ba9\u5355\u7247\u6210\u672c\u6bcf\u5e74\u4e0b\u964d\u4e00\u4e2a\u6570\u91cf\u7ea7\uff0c\u540c\u65f6\u4fdd\u6301\u9ad8\u4ea7\u7684\u80fd\u529b\u3002<\/p>\n<p>Q\uff1a\u4e00\u4e2a\u6709\u8da3\u7684\u95ee\u9898\u3002\u5047\u8bbe\u4f60\u4eec\u5df2\u7ecf\u5360\u636e\u4e86\u53f0\u79ef\u75353nm\u5de5\u827a\u7684\u5927\u90e8\u5206\u4ea7\u80fd\uff0c\u5e76\u4e14\u672a\u6765\u57282nm\u8282\u70b9\u65f6\u4e5f\u5360\u636e\u5927\u591a\u6570\u3002\u4f60\u662f\u5426\u8ba4\u4e3a\uff0c\u8003\u8651\u5230 AI \u7684\u9700\u6c42\u5982\u6b64\u4e4b\u5927\uff0c\u800c\u524d\u6cbf\u4ea7\u80fd\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\uff0c\u4f60\u4eec\u53ef\u4ee5\u56de\u5934\u5229\u75287nm\u8fd9\u6837\u8f83\u8001\u5de5\u827a\u8282\u70b9\u7684\u5269\u4f59\u4ea7\u80fd\uff0c\u6bd4\u5982\u5236\u9020\u4e00\u4e2a\u57fa\u4e8eHopper\u6216Ampere\u67b6\u6784\u7684\u82af\u7247\uff0c\u4f46\u7ed3\u5408\u73b0\u6709\u7684\u6570\u503c\u4f18\u5316\u6280\u672f\u548c\u4f60\u63d0\u5230\u7684\u5176\u4ed6\u6539\u8fdb\uff1f\u4f60\u89c9\u5f97\u6211\u4eec\u4f1a\u57282030\u5e74\u4e4b\u524d\u770b\u5230\u8fd9\u6837\u7684\u60c5\u51b5\u5417\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u6ca1\u8fd9\u4e2a\u5fc5\u8981\u3002\u539f\u56e0\u662f\uff0c\u6bcf\u4e00\u4ee3\u67b6\u6784\u4e0d\u4ec5\u4ec5\u4f9d\u8d56\u6676\u4f53\u7ba1\u5de5\u827a\u5236\u7a0b\u3002\u5de5\u7a0b\u8bbe\u8ba1\u3001\u5c01\u88c5\u3001\u5806\u53e0\u3001\u6570\u503c\u4f18\u5316\uff0c\u4ee5\u53ca\u7cfb\u7edf\u67b6\u6784\u4e0a\u7684\u79cd\u79cd\u6539\u8fdb\u90fd\u5927\u6709\u4f5c\u4e3a\u3002<\/p>\n<p>\u5982\u679c\u9047\u5230\u4ea7\u80fd\u4e0d\u8db3\u7684\u60c5\u51b5\uff0c\u5c31\u56de\u5230\u8f83\u65e7\u7684\u5de5\u827a\u8282\u70b9\u91cd\u65b0\u8bbe\u8ba1\u82af\u7247\u2026\u2026\u90a3\u9700\u8981\u7684\u7814\u53d1\u6295\u5165\u8c01\u4e5f\u627f\u62c5\u4e0d\u8d77\u3002\u6211\u4eec\u53ef\u4ee5\u627f\u62c5\u5411\u524d\u63a8\u8fdb\u7684\u6295\u5165\uff0c\u4f46\u627f\u62c5\u4e0d\u8d77\u56de\u5934\u7684\u4ee3\u4ef7\u3002\u5f53\u7136\uff0c\u5982\u679c\u60c5\u5f62\u662f\u2026\u2026\u505a\u4e2a\u601d\u60f3\u5b9e\u9a8c\uff1a\u5982\u679c\u6709\u4e00\u5929\u6211\u4eec\u5f97\u51fa\u7ed3\u8bba\uff0c\u201c\u6211\u4eec\u518d\u4e5f\u65e0\u6cd5\u5f97\u5230\u66f4\u591a\u7684\u524d\u6cbf\u4ea7\u80fd\u201d\uff0c\u5982\u679c\u771f\u5230\u4e86\u90a3\u5929\uff0c\u6211\u5f53\u7136\u4f1a\u7acb\u523b\u9009\u62e9\u56de\u53bb\u4f7f\u75287nm\u5de5\u827a\u3002<\/p>\n<p>Q\uff1a\u6709\u4eba\u63d0\u51fa\u8fc7\u4e00\u4e2a\u95ee\u9898\uff0c\u4e3a\u4ec0\u4e48\u82f1\u4f1f\u8fbe\u4e0d\u540c\u65f6\u5e76\u884c\u5c55\u5f00\u591a\u4e2a\u4f7f\u7528\u4e0d\u540c\u67b6\u6784\u7684\u82af\u7247\u9879\u76ee\uff1f<\/p>\n<p>\u6bd4\u5982\u4f60\u4eec\u53ef\u4ee5\u7814\u53d1\u50cfCerebras\u90a3\u6837\u7684\u6676\u5706\u7ea7\u82af\u7247\uff0c\u6216\u8005\u50cfDojo\u90a3\u6837\u7684\u5927\u578b\u5c01\u88c5\uff0c\u751a\u81f3\u4e00\u4e2a\u5b8c\u5168\u6ca1\u6709CUDA\u7684\u8bbe\u8ba1\u3002\u4f60\u4eec\u6709\u8db3\u591f\u7684\u8d44\u6e90\u548c\u5de5\u7a0b\u4eba\u624d\uff0c\u80fd\u591f\u5e76\u884c\u5f00\u5c55\u8fd9\u4e9b\u9879\u76ee\u3002\u90a3\u4e48\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u8981\u628a\u6240\u6709\u7684\u8d4c\u6ce8\u62bc\u5728\u4e00\u4e2a\u7bee\u5b50\u91cc\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u54e6\uff0c\u6211\u4eec\u662f\u53ef\u4ee5\u505a\u5230\u3002\u4f46\u95ee\u9898\u662f\uff0c\u6211\u4eec\u6ca1\u6709\u627e\u5230\u66f4\u597d\u7684\u60f3\u6cd5\u3002\u6211\u4eec\u53ef\u4ee5\u5c1d\u8bd5\u8fd9\u4e9b\u4e1c\u897f\uff0c\u4f46\u5b83\u4eec\u5e76\u6ca1\u6709\u66f4\u597d\u3002\u6211\u4eec\u5728\u6a21\u62df\u5668\u91cc\u6d4b\u8bd5\u8fc7\u6240\u6709\u8fd9\u4e9b\u65b9\u6848\uff0c\u7ed3\u8bba\u90fd\u5f88\u660e\u786e\uff1a\u6548\u679c\u66f4\u5dee\u3002\u6240\u4ee5\u6211\u4eec\u4e0d\u4f1a\u53bb\u505a\u3002\u6211\u4eec\u76ee\u524d\u4e13\u6ce8\u7684\u9879\u76ee\uff0c\u6b63\u662f\u6211\u4eec\u6700\u60f3\u505a\u7684\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u5982\u679c\u4efb\u52a1\u7c7b\u522b\u53d1\u751f\u4e86\u91cd\u5927\u53d8\u5316\u2014\u2014\u6211\u6307\u7684\u4e0d\u662f\u7b97\u6cd5\uff0c\u800c\u662f\u771f\u6b63\u7684\u4efb\u52a1\u9700\u6c42\u53d8\u5316\uff0c\u8fd9\u53d6\u51b3\u4e8e\u5e02\u573a\u7684\u5f62\u6001\u2014\u2014\u90a3\u4e48\u6211\u4eec\u53ef\u80fd\u4f1a\u51b3\u5b9a\u589e\u52a0\u4e00\u4e9b\u5176\u4ed6\u7684\u52a0\u901f\u5668\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u6700\u8fd1\u6211\u4eec\u5f15\u5165\u4e86 Groq\uff0c\u6211\u4eec\u5c06\u5176\u6574\u5408\u5230CUDA\u751f\u6001\u7cfb\u7edf\u4e2d\u3002\u6211\u4eec\u4e4b\u6240\u4ee5\u8fd9\u6837\u505a\uff0c\u662f\u56e0\u4e3a\u5982\u4ecaToken\u7684\u4ef7\u503c\u5df2\u7ecf\u9ad8\u5f97\u60ca\u4eba\uff0c\u8fd9\u4e48\u505a\u53ef\u4ee5\u7ed9Token\u8bbe\u5b9a\u4e0d\u540c\u7684\u4ef7\u683c\u3002\u51e0\u5e74\u524d\uff0cToken\u8981\u4e48\u514d\u8d39\uff0c\u8981\u4e48\u4e0d\u8d35\u3002\u4f46\u73b0\u5728\uff0c\u5ba2\u6237\u8d8a\u6765\u8d8a\u591a\u6837\u5316\uff0c\u4ed6\u4eec\u9700\u8981\u4e0d\u540c\u7684\u6027\u80fd\u8868\u73b0\u3002\u6bd4\u5982\u6211\u4eec\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff0c\u5982\u679c\u6211\u80fd\u63d0\u4f9b\u66f4\u5feb\u54cd\u5e94\u7684Token\uff0c\u8ba9\u4ed6\u4eec\u6bd4\u73b0\u5728\u66f4\u9ad8\u6548\uff0c\u6211\u613f\u610f\u4e3a\u6b64\u4e70\u5355\u3002<\/p>\n<p>\u8fd9\u4e2a\u5e02\u573a\u662f\u6700\u8fd1\u624d\u51fa\u73b0\u7684\u3002\u6211\u8ba4\u4e3a\uff0c\u6211\u4eec\u73b0\u5728\u53ef\u4ee5\u57fa\u4e8e\u54cd\u5e94\u65f6\u95f4\u6765\u7ec6\u5206\u5e02\u573a\u3002\u8fd9\u5c31\u662f\u6211\u4eec\u51b3\u5b9a\u62d3\u5c55\u5e15\u7d2f\u6258\u524d\u6cbf\uff0c\u5e76\u521b\u5efa\u4e00\u4e2a\u54cd\u5e94\u65f6\u95f4\u66f4\u5feb\u7684\u63a8\u7406\u7ec6\u5206\u5e02\u573a\u7684\u539f\u56e0\uff0c\u5c3d\u7ba1\u5b83\u7684\u541e\u5410\u91cf\u8f83\u4f4e\u3002<\/p>\n<p>\u5728\u6b64\u4e4b\u524d\uff0c\u63d0\u9ad8\u541e\u5410\u91cf\u4e00\u76f4\u66f4\u4e3a\u4f18\u5148\u3002\u4f46\u6211\u4eec\u8ba4\u4e3a\uff0c\u672a\u6765\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e00\u79cd\u573a\u666f\uff1a\u5373\u4fbf\u5de5\u5382\u7684\u541e\u5410\u91cf\u8f83\u4f4e\uff0c\u4f46\u7531\u4e8e\u9ad8\u5e73\u5747\u552e\u4ef7\uff08ASP\uff09\uff0c\u4e5f\u6709\u610f\u4e49\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u6211\u4eec\u8fd9\u4e48\u505a\u7684\u539f\u56e0\u3002\u4f46\u603b\u4f53\u800c\u8a00\uff0c\u4ece\u67b6\u6784\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u5982\u679c\u8ba9\u6211\u62e5\u6709\u66f4\u591a\u8d44\u6e90\uff0c\u6211\u4f1a\u5c06\u8fd9\u4e9b\u8d44\u6e90\u6295\u8d44\u4e8e\u82f1\u4f1f\u8fbe\u7684\u73b0\u6709\u67b6\u6784\u3002<\/p>\n<p>Q\uff1a\u6211\u89c9\u5f97\u8fd9\u79cd\u201c\u9ad8\u6ea2\u4ef7Token\u201d\u548c\u63a8\u7406\u5e02\u573a\u7ec6\u5206\u5316\u7684\u60f3\u6cd5\u975e\u5e38\u6709\u8da3\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u662f\u7684\uff0c\u5e02\u573a\u7684\u8fdb\u4e00\u6b65\u7ec6\u5316\u3002<\/p>\n<p>Q\uff1a\u597d\uff0c\u6700\u540e\u4e00\u4e2a\u95ee\u9898\u3002\u5047\u8bbe\u6df1\u5ea6\u5b66\u4e60\u9769\u547d\u4ece\u672a\u53d1\u751f\u8fc7\uff0c\u82f1\u4f1f\u8fbe\u73b0\u5728\u4f1a\u505a\u4ec0\u4e48\uff1f<\/p>\n<p>\u9ec4\u4ec1\u52cb\uff1a\u52a0\u901f\u8ba1\u7b97\u2014\u2014\u6211\u4eec\u4e00\u76f4\u4ee5\u6765\u6240\u505a\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u6211\u4eec\u8ba4\u5b9a\u6469\u5c14\u5b9a\u5f8b\u6b63\u5728\u653e\u7f13\u2026\u2026\u901a\u7528\u8ba1\u7b97\u5728\u5f88\u591a\u65b9\u9762\u8868\u73b0\u826f\u597d\uff0c\u4f46\u5728\u8bb8\u591a\u8ba1\u7b97\u4efb\u52a1\u4e0a\u5e76\u4e0d\u7406\u60f3\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u5c06\u4e00\u79cd\u540d\u4e3aGPU\u7684\u67b6\u6784\u4e0eCPU\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u4ee5\u52a0\u901fCPU\u7684\u8ba1\u7b97\u8d1f\u8f7d\u3002\u4e0d\u540c\u7684\u4ee3\u7801\u5185\u6838\u6216\u7b97\u6cd5\u53ef\u4ee5\u88ab\u5378\u8f7d\u5230\u6211\u4eec\u7684GPU\u4e0a\u8fd0\u884c\u3002\u7ed3\u679c\u662f\uff0c\u4f60\u53ef\u4ee5\u5c06\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u7684\u901f\u5ea6\u63d0\u9ad8100\u500d\u3001200\u500d\u3002<\/p>\n<p>\u8fd9\u79cd\u6027\u80fd\u53ef\u4ee5\u7528\u5728\u54ea\u91cc\uff1f\u663e\u7136\u662f\u5728\u5de5\u7a0b\u548c\u79d1\u5b66\u9886\u57df\uff0c\u6bd4\u5982\u7269\u7406\u5b66\u3001\u6570\u636e\u5904\u7406\u3001\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3001\u56fe\u50cf\u751f\u6210\u7b49\u7b49\u3002\u5373\u4f7f\u4eca\u5929\u6ca1\u6709AI\uff0c\u82f1\u4f1f\u8fbe\u4f9d\u7136\u4f1a\u662f\u4e00\u5bb6\u975e\u5e38\u5e9e\u5927\u7684\u516c\u53f8\u3002<\/p>\n<p>\u8fd9\u4e00\u70b9\u6709\u7740\u975e\u5e38\u6839\u672c\u7684\u539f\u56e0\uff0c\u90a3\u5c31\u662f\uff1a\u901a\u7528\u8ba1\u7b97\u80fd\u529b\u7ee7\u7eed\u6269\u5c55\u7684\u6f5c\u529b\u57fa\u672c\u4e0a\u5df2\u7ecf\u8d70\u5230\u5c3d\u5934\u3002\u66f4\u8fdb\u4e00\u6b65\u53ef\u884c\u65b9\u5f0f\uff0c\u662f\u9886\u57df\u4e13\u7528\u7684\u52a0\u901f\u5668\u3002<\/p>\n<p>\u6211\u4eec\u6700\u65e9\u6d89\u8db3\u7684\u9886\u57df\u4e4b\u4e00\u662f\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\uff0c\u4f46\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u9886\u57df\uff0c\u6bd4\u5982\u7c92\u5b50\u7269\u7406\u548c\u6d41\u4f53\u6a21\u62df\u3001\u7ed3\u6784\u5316\u6570\u636e\u5904\u7406\uff0c\u4ee5\u53ca\u5404\u79cd\u53d7\u76ca\u4e8eCUDA\u6280\u672f\u7684\u7b97\u6cd5\u3002<\/p>\n<p>\u6211\u4eec\u7684\u4f7f\u547d\u4e00\u76f4\u662f\u5c06\u52a0\u901f\u8ba1\u7b97\u5e26\u7ed9\u5168\u4e16\u754c\uff0c\u63a8\u52a8\u90a3\u4e9b\u901a\u7528\u8ba1\u7b97\u65e0\u6cd5\u5b9e\u73b0\u7684\u5e94\u7528\u53d1\u5c55\uff0c\u5e2e\u52a9\u7a81\u7834\u79d1\u5b66\u8fb9\u754c\u3002\u4e00\u4e9b\u65e9\u671f\u7684\u5e94\u7528\u5305\u62ec\u5206\u5b50\u52a8\u529b\u5b66\u3001\u7528\u4e8e\u80fd\u6e90\u52d8\u63a2\u7684\u5730\u9707\u5904\u7406\u3001\u56fe\u50cf\u5904\u7406\u4ee5\u53ca\u8ba1\u7b97\u673a\u56fe\u5f62\u7684\u65b9\u65b9\u9762\u9762\uff0c\u5728\u8fd9\u4e9b\u9886\u57df\uff0c\u901a\u7528\u8ba1\u7b97\u6548\u7387\u90fd\u592a\u4f4e\u3002<\/p>\n<p>\u5982\u679c\u6ca1\u6709AI\uff0c\u6211\u4f1a\u975e\u5e38\u9057\u61be\u3002\u4f46\u6b63\u56e0\u4e3a\u6211\u4eec\u5728\u8ba1\u7b97\u6280\u672f\u4e0a\u7684\u8fdb\u6b65\uff0c\u6df1\u5ea6\u5b66\u4e60\u88ab\u666e\u53ca\u5230\u4e16\u754c\u5404\u5730\u3002\u6211\u4eec\u8ba9\u7814\u7a76\u4eba\u5458\u3001\u79d1\u5b66\u5bb6\u3001\u5b66\u751f\u90fd\u53ef\u4ee5\u901a\u8fc7\u4e00\u53f0PC\u6216GeForce\u663e\u5361\u505a\u51fa\u4ee4\u4eba\u60ca\u53f9\u7684\u79d1\u5b66\u7814\u7a76\u3002\u8fd9\u4e00\u627f\u8bfa\u4ece\u672a\u6539\u53d8\u8fc7\uff0c\u4e00\u70b9\u70b9\u90fd\u6ca1\u6709\u3002<\/p>\n<p>\u5982\u679c\u4f60\u770bGTC\uff0c\u5f00\u573a\u90e8\u5206\u6839\u672c\u4e0eAI\u65e0\u5173\u3002\u8ba1\u7b97\u5149\u523b\u3001\u91cf\u5b50\u5316\u5b66\u7814\u7a76\u3001\u6570\u636e\u5904\u7406\uff0c\u8fd9\u4e9b\u5185\u5bb9\u4e0eAI\u65e0\u5173\uff0c\u4f46\u4f9d\u7136\u975e\u5e38\u91cd\u8981\u3002\u6211\u77e5\u9053AI\u5f88\u6fc0\u52a8\u4eba\u5fc3\uff0c\u4f46\u8fd8\u6709\u5f88\u591a\u4eba\u5728\u505a\u4e0d\u6d89\u53caAI\u7684\u91cd\u8981\u5de5\u4f5c\uff0c\u800c\u8fd9\u4e9b\u8ba1\u7b97\u4efb\u52a1\u5e76\u4e0d\u4ec5\u4ec5\u5c40\u9650\u4e8e\u5f20\u91cf\u8ba1\u7b97\u3002<\/p>\n<blockquote>\n<p><strong>\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n<p>\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n<p>\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n<p>\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u9c7c\u7f8a \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>\u63a5\u8fd1\u4e24\u4e2a\u5c0f\u65f6\uff0c\u6b63\u9762\u56de\u7b54\u5173\u4e8e\u82f1\u4f1f\u8fbe\u4e00\u8def\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u6da8\u52304\u4e07\u4ebf\u7f8e\u5143\u5e02\u503c\u7684\u79cd\u79cd\u95ee\u9898\u3002<\/p>\n<p>\u9ec4\u4ec1\u52cb\u5728\u201c\u7845\u8c37\u6700\u53d7\u6b22\u8fce\u64ad\u5ba2\u201d\u7684\u5168\u65b0\u8bbf\u8c08\uff0c\u4fe1\u606f\u91cf\u6709\u70b9\u9ad8\u3002<\/p>\n<p>\u89c6\u9891\u53d1\u5e03\u534a\u5929\uff0c\u5355\u5728\u6cb9\u7ba1\u4e0a\u7684\u89c2\u770b\u91cf\u5df2\u7ecf\u8d85\u8fc710\u4e07+\u3002<\/p>\n<p>\u7f51\u53cb\u8fd8\u9510\u8bc4\uff1a\u5f88\u5c11\u770b\u5230\u9ec4\u4ec1\u52cb\u8fd9\u4e48\u6fc0\u52a8\u3002<\/p>\n<p>\u592a\u957f\u4e0d\u770b\u7248\uff0c\u91cd\u70b9\u7b14\u8bb0\u653e\u5728\u8fd9\u91cc\u4e86\uff1a<\/p>\n<p>\u66f4\u591a\u7ec6\u8282\uff0c\u4e07\u5b57\u5b9e\u5f55\u5728\u6b64\u5949\u4e0a\uff08\u5185\u542b\u8001\u9ec4\u6fc0\u70c8\u53cd\u9a73\uff09\u3002<\/p>\n<p>\uff08\u64ad\u5ba2\u4e3b\u6301\u4ebaDwarkesh Patel\u63d0\u95ee\u4ee5\u4e0b\u7b80\u5199\u4e3aQ<\/p>\n","protected":false},"author":1,"featured_media":4006,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[201,5,235],"class_list":["post-4008","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx","tag-201","tag-5","tag-235"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/4008","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=4008"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/4008\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/4006"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=4008"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=4008"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=4008"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}