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class=\"wp-block-paragraph\">\u9ec4\u4ec1\u52cb\u7ed9\u51fa\u660e\u786e\u77ed\u671f\u5224\u65ad\uff1a<strong>\u6240\u6709AI\u786c\u4ef6\u4f9b\u5e94\u94fe\u74f6\u9888\uff0c\u6700\u957f2-3\u5e74\u5168\u90e8\u89e3\u51b3<\/strong>\u3002\u534a\u5bfc\u4f53\u5236\u9020\u4e1a\u5177\u5907\u6807\u51c6\u5316\u590d\u5236\u5c5e\u6027\uff0c\u5355\u70b9\u5de5\u827a\u6253\u901a\u540e\u53ef\u5feb\u901f\u767e\u4e07\u7ea7\u89c4\u6a21\u5316\u91cf\u4ea7\uff1b\u8fc7\u5f80CoWoS\u5148\u8fdb\u5c01\u88c5\u3001\u7845\u5149\u5b50\u4f20\u8f93\u5361\u70b9\uff0c\u5747\u901a\u8fc7\u4ea7\u4e1a\u94fe\u8054\u5408\u5e03\u5c40\u5b8c\u6210\u4ea7\u80fd\u7ffb\u500d\u7a81\u7834\u3002\u751a\u81f3\u73b0\u573a\u8c03\u4f83\uff1a\u77ed\u671f\u7ec6\u788e\u5361\u70b9\u4f1a\u51fa\u73b0\u5728\u6c34\u7ba1\u3001\u57fa\u5efa\u914d\u5957\u7b49\u8fb9\u7f18\u914d\u5957\u5de5\u79cd\uff0c2026\u5e74GTC\u5df2\u9080\u7ea6\u57fa\u5efa\u914d\u5957\u884c\u4e1a\u53c2\u4f1a\u534f\u540c\u843d\u5730\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5168\u884c\u4e1a\u6700\u5173\u952e\u957f\u671f\u7ed3\u8bba\uff1a<strong>\u82af\u7247\u4ea7\u80fd\u3001\u5c01\u88c5\u5de5\u827a\u4e0d\u662f\u5168\u7403AI\u53d1\u5c55\u4e0a\u9650\uff0c\u80fd\u6e90\u653f\u7b56\u4e0e\u6e05\u6d01\u80fd\u6e90\u4f9b\u7ed9\u624d\u662fAI\u7ec8\u6781\u74f6\u9888<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82af\u7247\u5236\u9020\u3001AI\u8d85\u7b97\u4e2d\u5fc3\u3001\u4eba\u5f62\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u7b97\u529b\u96c6\u7fa4\u5168\u90e8\u4f9d\u8d56\u5927\u89c4\u6a21\u7a33\u5b9a\u7535\u529b\uff1b\u80fd\u6e90\u57fa\u5efa\u5efa\u8bbe\u5468\u671f\u957f\u8fbe\u5341\u5e74\u7ea7\u522b\uff0c\u65e0\u6cd5\u8ddf\u968fAI\u7b97\u529b\u589e\u901f\u5feb\u901f\u6269\u5bb9\uff0c\u5404\u56fd\u80fd\u6e90\u7ba1\u63a7\u653f\u7b56\u5c06\u76f4\u63a5\u51b3\u5b9a\u533a\u57dfAI\u4ea7\u4e1a\u5929\u82b1\u677f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.4 GPU vs TPU\/Trainium\uff1a\u901a\u7528\u52a0\u901f\u7b97\u529bVS\u4e13\u7528\u82af\u7247\u8d5b\u9053\u5b9a\u6027<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9\u884c\u4e1a\u70ed\u95e8\u4e89\u8bae\uff1aClaude\u3001Gemini\u9876\u7ea7\u5927\u6a21\u578b\u4f9d\u6258\u8c37\u6b4cTPU\u8bad\u7ec3\uff0c\u662f\u5426\u4ee3\u8868\u82f1\u4f1f\u8fbeGPU\u8d5b\u9053\u843d\u8d25\uff1f\u672c\u6b21\u8bbf\u8c08\u7ed9\u51fa\u5b98\u65b9\u7ec8\u5c40\u5b9a\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6838\u5fc3\u7ed3\u8bba\uff1aTPU\u3001AWS Trainium\u5c5e\u4e8eAI\u4e13\u7528ASIC\u82af\u7247\uff0cAnthropic\u9009\u62e9\u975e\u82f1\u4f1f\u8fbe\u82af\u7247\u5c5e\u4e8e<strong>\u884c\u4e1a\u5b64\u4f8b\uff0c\u4e0d\u5177\u5907\u5168\u7f51\u590d\u5236\u843d\u5730\u5c5e\u6027<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e24\u5c42\u6838\u5fc3\u5dee\u8ddd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u573a\u666f\u8fb9\u754c\uff1a\u82f1\u4f1f\u8fbeGPU\u5c5e\u4e8e\u5168\u57df\u52a0\u901f\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\uff0c\u8986\u76d6\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u6d41\u4f53\u529b\u5b66\u3001\u5206\u5b50\u4eff\u771f\u3001\u91cf\u5b50\u8ba1\u7b97\u3001\u5de5\u4e1a\u6570\u636e\u5904\u7406\u5168\u573a\u666f\uff1b\u4e13\u7528\u82af\u7247\u4ec5\u9002\u914d\u5927\u6a21\u578b\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\uff0c\u65e0\u6cd5\u8de8\u884c\u4e1a\u843d\u5730\uff1b<\/li>\n\n\n\n<li>\u4e91\u751f\u6001\u8fb9\u754c\uff1aGPU\u5168\u5e73\u53f0\u9002\u914dGoogle Cloud\u3001AWS\u3001Azure\u3001OCI\u5168\u90e8\u4e3b\u6d41\u516c\u6709\u4e91\uff1bTPU\/Trainium\u7ed1\u5b9a\u5355\u4e00\u4e91\u5382\u5546\uff0c\u65e0\u6cd5\u8de8\u4e91\u8fc1\u79fb\uff0c\u9650\u5236\u4f01\u4e1aAI\u9879\u76ee\u591a\u96c6\u7fa4\u90e8\u7f72\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9488\u5bf9\u7814\u7a76\u8005\u201c\u901a\u7528GPU\u6676\u4f53\u7ba1\u8d44\u6e90\u6d6a\u8d39\uff0c\u4e13\u7528\u9635\u5217\u82af\u7247\u6548\u7387\u66f4\u9ad8\u201d\u7684\u8d28\u7591\uff0c\u9ec4\u4ec1\u52cb\u7528\u5b9e\u6d4b\u6570\u636e\u53cd\u9a73\uff1aBlackwell\u67b6\u6784\u5bf9\u6bd4Hopper\u67b6\u6784\uff0c\u7b97\u529b\u80fd\u6548\u63d0\u5347<strong>50\u500d<\/strong>\uff1b\u8be5\u7ea7\u522b\u6027\u80fd\u98de\u8dc3\u4e0d\u9760\u6469\u5c14\u5b9a\u5f8b\u5236\u7a0b\u5347\u7ea7\uff08\u6469\u5c14\u5b9a\u5f8b\u5e74\u5747\u63d0\u534725%\uff09\uff0c\u4f9d\u9760\u67b6\u6784\u91cd\u6784\u3001\u5206\u5e03\u5f0fAI\u7b97\u6cd5\u3001NVLink\u4e92\u8054\u3001Spectrum-X\u7f51\u7edc\u6280\u672f\u591a\u7ef4\u534f\u540c\u4f18\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ecf\u5178\u884c\u4e1a\u6bd4\u55bb\u5b9a\u578b\uff1a<strong>CPU\u662f\u5bb6\u7528\u51ef\u8fea\u62c9\u514b\uff08\u901a\u7528\u6613\u4e0a\u624b\uff0c\u6027\u80fd\u4e0a\u9650\u4f4e\uff09\uff1bGPU\u662fF1\u4e13\u4e1a\u8d5b\u8f66\uff08\u6781\u9650\u7b97\u529b\uff0c\u9700\u8981AI\u5e95\u5c42\u5de5\u5177\u4f18\u5316\u91ca\u653e\u5168\u90e8\u6027\u80fd\uff09<\/strong>\u3002\u82f1\u4f1f\u8fbe\u914d\u5957AI\u4f18\u5316\u5de5\u5177\uff0c\u53ef\u5e2e\u52a9\u6240\u6709\u4f01\u4e1a\u628a\u73b0\u6709GPU\u96c6\u7fa4\u6027\u80fd\u76f4\u63a5\u63d0\u53472-3\u500d\uff0c\u7b97\u529b\u96c6\u7fa4\u8425\u6536\u540c\u6b65\u7ffb\u500d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.5 CUDA\u4e09\u5c42\u62a4\u57ce\u6cb3\uff1a\u4e0d\u662f\u6280\u672f\u9501\u5b9a\uff0c\u662fAI\u843d\u5730\u751f\u6001\u58c1\u5792<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u9762\u5bf9\u5934\u90e8\u5ba2\u6237\u81ea\u7814\u5e95\u5c42\u6846\u67b6\uff08OpenAI Triton\uff09\u3001\u884c\u4e1a\u53bbCUDA\u5316\u8d8b\u52bf\u63d0\u95ee\uff0c\u9ec4\u4ec1\u52cb\u62c6\u89e3CUDA\u4e0d\u53ef\u66ff\u4ee3\u7684\u4e09\u5c42AI\u843d\u5730\u62a4\u57ce\u6cb3\uff0c\u65e0\u6280\u672f\u7ed1\u67b6\uff0c\u7eaf\u751f\u6001\u843d\u5730\u4f18\u52bf\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u5168\u6808\u6846\u67b6\u517c\u5bb9\u5c42<\/strong>\uff1a\u539f\u751f\u517c\u5bb9Triton\u3001vLLM\u3001SGLang\u3001Verl\u5f3a\u5316\u5b66\u4e60\u3001NeMo RL\u82f1\u4f1f\u8fbe\u5168\u5957\u5927\u6a21\u578b\u6846\u67b6\uff1b\u82f1\u4f1f\u8fbe\u6df1\u5ea6\u53c2\u4e0eTriton\u5e95\u5c42\u5171\u5efa\uff0c\u4f01\u4e1aAI\u9879\u76ee\u62a5\u9519\u53ef\u6eaf\u6e90\uff0c\u964d\u4f4e\u7ebf\u4e0a\u843d\u5730\u6545\u969c\u6982\u7387\uff1b<\/li>\n\n\n\n<li><strong>\u5168\u57df\u786c\u4ef6\u88c5\u673a\u5c42<\/strong>\uff1a\u5168\u7403\u6570\u4ebf\u7ea7\u5b58\u91cfGPU\u96c6\u7fa4\uff0c\u8986\u76d6\u4ece\u8fb9\u7f18A10\u82af\u7247\u5230\u5168\u65b0Blackwell\u67b6\u6784\u5168\u786c\u4ef6\u7248\u672c\uff0c\u4fdd\u969cAI\u6a21\u578b\u8de8\u8bbe\u5907\u3001\u8de8\u56ed\u533a\u65e0\u969c\u788d\u90e8\u7f72\uff1b<\/li>\n\n\n\n<li><strong>\u5168\u4e91\u8de8\u5e73\u53f0\u81ea\u7531\u5c42<\/strong>\uff1a\u5168\u7403\u552f\u4e00\u4e00\u5bb6\u6253\u901a\u5168\u90e8\u4e3b\u6d41\u516c\u6709\u4e91\u7684\u7b97\u529b\u5e95\u5c42\u5e73\u53f0\uff0c\u4f01\u4e1a\u65e0\u9700\u9501\u5b9a\u5355\u4e00\u4e91\u670d\u52a1\u5546\uff0c\u7075\u6d3b\u8fc1\u79fbAI\u8bad\u7ec3\u3001\u63a8\u7406\u4e1a\u52a1\uff0c\u964d\u4f4e\u653f\u4f01AI\u9879\u76ee\u5408\u89c4\u4e0e\u8fc1\u79fb\u6210\u672c\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u8865\u5145\u5173\u952e\u5546\u4e1a\u771f\u76f8\uff1a\u82f1\u4f1f\u8fbe60%\u8425\u6536\u6765\u81ea\u5934\u90e8\u4e91\u5382\u5546\uff0c\u4f46\u4e91\u5382\u5546\u91c7\u8d2dGPU\u7684\u6838\u5fc3\u8bc9\u6c42\u662f\u627f\u63a5\u82f1\u4f1f\u8fbe\u751f\u6001\u4e0b\u6e38\u5ba2\u6237\uff1bCUDA\u751f\u6001\u81ea\u5e26\u6d41\u91cf\u95ed\u73af\uff0c\u8fd9\u662f\u6240\u6709\u81ea\u7814\u82af\u7247\u3001\u5e95\u5c42\u6846\u67b6\u65e0\u6cd5\u590d\u523b\u7684\u5546\u4e1a\u58c1\u5792\u3002\u82f1\u4f1f\u8fbe\u5b98\u65b9\u5de5\u7a0b\u5e08\u53ef\u9a7b\u573a\u5e2e\u4f01\u4e1a\u5b8c\u6210\u5168\u94fe\u8defAI\u6280\u672f\u6808\u4f18\u5316\uff0c\u8fdc\u8d85\u5355\u7eaf\u5185\u6838\u53c2\u6570\u8c03\u8bd5\u4ef7\u503c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4.6 \u516c\u5f00\u8ba4\u9519\uff1aAnthropic\u82af\u7247\u9009\u62e9\uff0c\u662f\u82f1\u4f1f\u8fbe\u6218\u7565\u51b3\u7b56\u5931\u8bef<\/h3>\n\n\n\n<p 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