{"id":760843,"date":"2026-04-13T23:17:48","date_gmt":"2026-04-13T15:17:48","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=760843"},"modified":"2026-04-13T23:17:48","modified_gmt":"2026-04-13T15:17:48","slug":"%e4%ba%9a%e9%a9%ac%e9%80%8a%e5%8f%88%e6%8b%bf%e5%88%b0%e8%88%b9%e7%a5%a8%e4%ba%86%ef%bc%8c%e8%bf%99%e6%ac%a1%e6%98%af%e8%8a%af%e7%89%87","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=760843","title":{"rendered":"\u4e9a\u9a6c\u900a\u53c8\u62ff\u5230\u8239\u7968\u4e86\uff0c\u8fd9\u6b21\u662f\u82af\u7247"},"content":{"rendered":"

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\u4ed6\u8fd8\u8865\u5145\u5230\uff0cTrainium\u82af\u7247\u7684\u9700\u6c42\u6b63\u5728\u7206\u53d1\u3002<\/p>\n

\u8fd9\u542c\u8d77\u6765\u591a\u5c11\u6709\u70b9\u53cd\u76f4\u89c9\u3002<\/p>\n

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\u4f60\u542c\u5230\u7684\u5e94\u8be5\u662f\u4e9a\u9a6c\u900a\u5982\u4f55\u88c1\u5458\uff0c\u662f\u81ea\u7531\u73b0\u91d1\u6d41\u88abAI\u57fa\u5efa<\/a>\u541e\u6389\uff0c\u662fAWS\u589e\u901f\u88ab\u8d28\u7591\uff0c\u662f\u5b83\u548c\u7532\u9aa8\u6587\u4e00\u8d77\u88ab\u653e\u8fdb\u4e86\u201cAI\u5305\u5de5\u5934\u201d\u90a3\u4e00\u62e8\u91cc\u3002<\/p>\n

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\u6a21\u578b\u8fd9\u8fb9\uff0cOpenAI<\/a>\u6709ChatGPT<\/a>\uff0cAnthropic\u6709Claude\uff0c\u8c37\u6b4c\u6709Gemini\u3002\u5982\u679c\u6211\u95ee\u4f60\u4e9a\u9a6c\u900a\u6700\u5f3a\u7684\u6a21\u578b\u53eb\u4ec0\u4e48\uff0c\u5f88\u591a\u4eba\u53ef\u80fd\u8fd8\u771f\u5f97\u5148\u641c\u4e00\u4e0b\u3002<\/p>\n

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\u5fae\u8f6f\u8fd8\u5728OpenAI\u3001Copilot\u3001Azure\u548cMaia\u4e4b\u95f4\u6478\u7d22\u4e3b\u8f74\uff0c\u4f46\u4e9a\u9a6c\u900a\u7684\u65b9\u5411\u53cd\u800c\u8d8a\u6765\u8d8a\u6e05\u695a\u3002<\/p>\n

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\u8fd9\u4e2a\u96c6\u7fa4\u662f\u5168\u7403\u5df2\u77e5\u6700\u5927\u7684\u975eNvidia\u7b97\u529b\u96c6\u7fa4\u4e4b\u4e00\uff0c\u4ec5\u5370\u7b2c\u5b89\u7eb3\u5ddeNew Carlisle\u8fd9\u4e00\u5904\u56ed\u533a\uff0c\u5f53\u65f6\u5c31\u5df2\u7ecf\u90e8\u7f72\u4e86\u5927\u7ea650\u4e07\u9897Trainium2\u82af\u7247\u3002<\/p>\n

\u52302025\u5e74\u5e95\uff0c\u89c4\u6a21\u5df2\u7ecf\u6269\u5927\u5230100\u4e07\u9897\u82af\u7247\u3002\u800c\u8fd9\u4e9b\u82af\u7247\u5b58\u5728\u7684\u76ee\u7684\u5c31\u4e00\u4e2a\uff0c\u8dd1Claude\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u90fd\u8fd9\u4e48\u5ba2\u6c14\u4e86\uff0cAnthropic\u81ea\u7136\u4e5f\u5f97\u793c\u5c1a\u5f80\u6765\uff0c\u540e\u8005\u76f4\u63a5\u53c2\u4e0e\u4e86\u4e9a\u9a6c\u900aTrainium3\u82af\u7247\u7684\u8bbe\u8ba1\u5de5\u4f5c\u3002<\/p>\n

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01<\/strong><\/p>\n

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Annapurna Labs\u6210\u7acb\u4e8e2011\u5e74\uff0c\u7136\u540e\u4ed6\u4eec\u5c31\u4e00\u76f4\u5904\u4e8e\u9690\u8eab\u6a21\u5f0f\u3002<\/p>\n

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2015\u5e74\u521d\uff0c\u4e9a\u9a6c\u900a\u4ee53.5\u4ebf\u7f8e\u5143\u6536\u8d2d<\/a>\u4e86\u4e00\u5bb6\u4ee5\u8272\u5217\u82af\u7247\u521b\u4e1a<\/a>\u516c\u53f8Annapurna Labs\u3002<\/strong><\/p>\n

\"\u4e9a\u9a6c\u900a\u53c8\u62ff\u5230\u8239\u7968\u4e86\uff0c\u8fd9\u6b21\u662f\u82af\u7247\"<\/p>\n

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Nitro System\u662fAWS\u7684\u4e00\u5957\u4e91\u57fa\u7840\u8bbe\u65bd\u5e95\u5c42\u67b6\u6784\u3002\u5b83\u662f\u628a\u539f\u6765\u7531\u670d\u52a1\u5668\u4e3bCPU\u548c\u4f20\u7edf\u865a\u62df\u5316\u8f6f\u4ef6\u8d1f\u8d23\u7684\u5f88\u591a\u4e8b\u60c5\uff0c\u62c6\u51fa\u6765\u4ea4\u7ed9\u4e13\u95e8\u7684\u786c\u4ef6\u53bb\u505a\u3002<\/p>\n

Annapurna Labs\u5c31\u662f\u8d1f\u8d23\u6765\u8bbe\u8ba1\u8fd9\u4e2a\u786c\u4ef6\u3002<\/p>\n

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3\u5e74\u4e4b\u540e\uff0cAWS\u63a8\u51fa\u4e86Inferentia\uff0c\u8fd9\u662f\u4e00\u6b3e\u4e13\u95e8\u7528\u4e8e\u63a8\u7406\u7684\u673a\u5668\u5b66\u4e60<\/a>\u82af\u7247\u3002<\/p>\n

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2019\u5e74\uff0c\u642d\u8f7dInferentia\u82af\u7247\u7684Inf1\u5b9e\u4f8b\u6b63\u5f0f\u4e0a\u7ebf\u3002<\/p>\n

\u8fd9\u73a9\u610f\u5230\u5e95\u6027\u80fd\u5982\u4f55\u5462\uff1f\u4e9a\u9a6c\u900a\u4e4b\u524d\u6709\u4e00\u5957\u642d\u8f7d\u82f1\u4f1f\u8fbeT4 GPU\u7684\u4e91\u670d\u52a1<\/a>\u5668\uff0c\u4e3b\u6253\u56fe\u5f62\u6e32\u67d3\u3001\u89c6\u9891\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\u63a8\u7406\u3002<\/p>\n

Inf1\u6bd4G4\u591a\u4e86\u6700\u9ad83\u500d\u7684\u541e\u5410\uff0c\u6bcf\u6b21\u63a8\u7406\u6210\u672c\u6700\u591a\u4f4e40%\u3002<\/p>\n

\u4f46\u662f\uff0cInf1\u5728\u5e02\u573a\u4e0a\u5374\u6ca1\u4ec0\u4e48\u58f0\u91cf\u3002\u539f\u56e0\u5728\u4e8e\u5b83\u662f\u4e13\u95e8\u4e3a\u63a8\u7406\u573a\u666f\u505a\u4e86\u4f18\u5316\uff0c\u7279\u522b\u9002\u5408\u7528\u6765\u505a\u63a8\u8350\u7cfb\u7edf\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u8bed\u97f3\u8bc6\u522b\u3001NLP\u63a8\u7406\u8fd9\u4e9b\u3002<\/p>\n

\u53ef\u95ee\u9898\u5c31\u5728\u4e8e\uff0c\u4e9a\u9a6c\u900a\u7684\u6574\u4e2a\u82af\u7247\u751f\u6001\u521a\u8d77\u6b65\uff0c\u4f60\u60f3\u7528Inf1\uff0c\u5c31\u5fc5\u987b\u5f97\u7528\u4e9a\u9a6c\u900a\u81ea\u5df1\u7684AWS Neuron SDK\u3002<\/p>\n

\u8fd9\u4e2aSDK\u7684\u6846\u67b6\u867d\u7136\u652f\u6301TensorFlow\/PyTorch\/MXNet\uff0c\u4f46\u517c\u5bb9\u6027\u548c\u6210\u719f\u5ea6\u8fdc\u4e0d\u5982\u82f1\u4f1f\u8fbe\u7684CUDA\u3002\u5e76\u4e14\u65e9\u671f\u7f16\u8bd1\u5668\u9650\u5236\u5f88\u591a\uff0c\u6bd4\u5982\u63a7\u5236\u6d41\u3001\u6a21\u578b\u5927\u5c0f\u3001BERT\u5e8f\u5217\u957f\u5ea6\u7b49\u90fd\u6709\u7ea6\u675f\u3002<\/p>\n

\u6240\u4ee5Inf1\u66f4\u50cf\u662f\u4e2a\u6982\u5ff5\u4ea7\u54c1\uff0c\u53ea\u662f\u7ed9\u5e02\u573a\u6253\u4e86\u4e2a\u6837\uff0c\u4e9a\u9a6c\u900a\u81ea\u5df1\u4e5f\u6df1\u77e5\u8fd9\u4e00\u70b9\u3002<\/p>\n

\u4e0d\u8fc7Inf1\u7684\u8868\u73b0\u8fd8\u662f\u8d85\u51fa\u4e86\u4e9a\u9a6c\u900a\u7684\u9884\u671f\uff0c\u4e8e\u662f\u63a5\u4e0b\u6765\uff0c\u4e9a\u9a6c\u900a\u5f00\u59cb\u9ad8\u6b4c\u731b\u8fdb\u3002<\/strong><\/p>\n

2021\u5e74\uff0cAWS\u6b63\u5f0f\u53d1\u5e03\u4e86\u9996\u6b3e\u9762\u5411\u5ba2\u6237\u7528\u4e8e\u8bad\u7ec3AI\u6a21\u578b\u7684\u82af\u7247Trainium\u3002\u8bad\u7ec3\u82af\u7247\u7684\u6280\u672f\u96be\u5ea6\u8fdc\u9ad8\u4e8e\u63a8\u7406\u82af\u7247\uff0c\u7b2c\u4e00\u4ee3Trainium\u57fa\u4e8e7\u7eb3\u7c73\u5de5\u827a\uff0c\u62e5\u6709\u7ea6550\u4ebf\u4e2a\u6676\u4f53\u7ba1\uff0c\u4e8e2022\u5e74\u5f00\u59cb\u4e3aEC2 Trn1\u5b9e\u4f8b\u63d0\u4f9b\u7b97\u529b\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u8868\u793a\uff0c\u5728\u7279\u5b9a\u5de5\u4f5c\u8d1f\u8f7d\u4e0b\uff0cTrainium\u7684\u6bcftoken\u6210\u672c\u6bd4A100\u96c6\u7fa4\u4f4e54%\u3002\u5bf9\u4e8eGPT\u7c7b\u6a21\u578b\uff0cTrainium\u7684\u541e\u5410\u91cf\u4e0eA100\u76f8\u5f53\uff0c\u4f46\u6210\u672c\u53ea\u6709\u4e00\u534a\u5de6\u53f3\u3002<\/p>\n

2023\u5e74\u5e95\uff0c\u4e9a\u9a6c\u900a\u5728re: Invent\u5927\u4f1a\u4e0a\u53d1\u5e03\u4e86\u7b2c\u4e8c\u4ee3Trainium2\u82af\u7247\u3002\u8fd9\u6b3e\u82af\u7247\u91c7\u75285\u7eb3\u7c73\u5de5\u827a\uff0c\u8ba1\u7b97\u6838\u5fc3\u6570\u91cf\u662f\u7b2c\u4e00\u4ee3\u76844\u500d\uff0c\u8bad\u7ec3\u901f\u5ea6\u63d0\u53474\u500d\uff0c\u5185\u5b58\u5bb9\u91cf\u663e\u8457\u589e\u52a0\u3002<\/p>\n

Trainium2\u9488\u5bf9\u751f\u6210\u5f0fAI\u8bad\u7ec3\u505a\u4e86\u4e13\u95e8\u4f18\u5316\uff0c\u652f\u6301\u7ed3\u6784\u5316\u7a00\u758f\u6027\uff0c\u80fd\u591f\u66f4\u9ad8\u6548\u5730\u5904\u7406\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8bad\u7ec3\u4efb\u52a1\u3002\u4e14\u76f8\u8f83\u4e8e\u57fa\u4e8eH200\/H100\u7684\u540c\u7c7b\u4e91\u914d\u7f6e\uff0c\u4ef7\u683c\u6027\u80fd\u53ef\u518d\u63d0\u534730%\u523040%\u3002<\/p>\n

2024\u5e7412\u6708\uff0c\u4e9a\u9a6c\u900a\u5728re: Invent\u5927\u4f1a\u4e0a\u9996\u6b21\u516c\u5e03\u4e86\u65b0\u4e00\u4ee3Trainium3\u82af\u7247\u3002\u8fd9\u662fAWS\u9996\u6b3e\u91c7\u75283\u7eb3\u7c73\u5de5\u827a\u7684AI\u82af\u7247\u3002<\/p>\n

\u52302025\u5e74\u5e95\uff0cTrainium3\u88ab\u6b63\u5f0f\u96c6\u6210\u5230Trn3 UltraServer\u4e2d\uff0c\u6bcf\u53f0\u670d\u52a1\u5668\u642d\u8f7d144\u9897\u82af\u7247\uff0c\u63d0\u4f9b362 petaflops\u7684\u603b\u7b97\u529b\u3002\u8fd9\u4e9b\u670d\u52a1\u5668\u91c7\u7528\u6db2\u51b7\u6280\u672f\uff0c\u80fd\u6548\u6bd4\u524d\u4ee3\u63d0\u5347\u7ea64\u500d\u3002<\/p>\n

AWS\u8868\u793a\u5728\u90e8\u5206\u8bad\u7ec3\u548c\u63a8\u7406\u573a\u666f\u4e0b\uff0c\u5ba2\u6237\u53ef\u5c06\u6210\u672c\u8fdb\u4e00\u6b65\u538b\u4f4e\u81f3\u82f1\u4f1f\u8fbeGPU\u65b9\u6848\u7684\u4e00\u534a\u5de6\u53f3\u3002<\/p>\n

\u4ece2015\u5e74\u52302026\u5e74\uff0c\u4e9a\u9a6c\u900a\u5728\u82af\u7247\u4e1a\u52a1\u4e0a\u7684\u6295\u5165\u662f\u6e10\u8fdb\u5f0f\u7684\uff0c\u56e0\u6b64\u8d8a\u540e\u9762\u6295\u5165\u8d8a\u5927\u3002<\/p>\n

2025\u5e74\uff0c\u4e9a\u9a6c\u900a\u7684\u8d44\u672c\u652f\u51fa\u8fbe\u5230\u7ea61250\u4ebf\u7f8e\u5143\uff0c\u5176\u4e2d\u7edd\u5927\u90e8\u5206\u6d41\u5411AI\u6240\u9700\u7684\u6570\u636e\u4e2d\u5fc3\u3001\u7535\u529b\u548c\u82af\u7247\u3002<\/p>\n

2026\u5e74\uff0c\u8fd9\u4e2a\u6570\u5b57\u9884\u8ba1\u5c06\u8fbe\u52302000\u4ebf\u7f8e\u5143\uff0c\u6bd4\u5206\u6790\u5e08\u9884\u671f\u9ad8\u51fa\u8fd140%\uff0c\u4e5f\u8d85\u8fc7\u4e86\u8c37\u6b4c\u5ba3\u5e03\u76841850\u4ebf\u7f8e\u5143\u4e0a\u9650\u3002<\/p>\n

02<\/strong><\/p>\n

\u4e9a\u9a6c\u900a\u7684\u82af\u7247\u4e3a\u5565\u80fd\u5356\u51fa\u53bb\uff1f<\/strong><\/p>\n

\u94b1\uff0c\u4e0d\u80fd\u53ea\u82b1\u4e0d\u8d5a\u3002<\/p>\n

\u524d\u6587\u63d0\u5230\u4e9a\u9a6c\u900a\u82af\u7247\u4e1a\u52a1\u7684\u5e74\u5316\u8425\u6536\u5df2\u8d85\u8fc7200\u4ebf\u7f8e\u5143\uff0c\u662f\u8fd9\u4e2a\u6570\u5b57\u5305\u62ecGraviton\u5904\u7406\u5668\u3001Trainium\u8bad\u7ec3\u82af\u7247\u548cNitro\u7f51\u7edc\u82af\u7247\u7684\u603b\u6536\u5165\u3002<\/p>\n

\u8fd9\u5c01\u4fe1\u8fd8\u900f\u9732\uff0c\u5982\u679c\u82af\u7247\u4e1a\u52a1\u4f5c\u4e3a\u72ec\u7acb\u516c\u53f8\u8fd0\u8425\uff0c\u50cf\u82f1\u4f1f\u8fbe\u6216\u82f1\u7279\u5c14\u90a3\u6837\u76f4\u63a5\u5411\u7b2c\u4e09\u65b9\u9500\u552e\u82af\u7247\uff0c\u5e74\u5316\u8425\u6536\u89c4\u6a21\u53ef\u8fbe500\u4ebf\u7f8e\u5143\u3002<\/p>\n

Graviton\u672c\u8d28\u4e0a\u5c31\u662fAnnapurna Labs\u5f00\u53d1\u7684\u4e00\u6b3eArm\u670d\u52a1\u5668CPU\uff0c\u7528\u6765\u66ff\u4ee3\u82f1\u7279\u5c14\u548cAMD\u90a3\u7c7b\u4f20\u7edfx86\u5904\u7406\u5668\uff0c\u8d1f\u8d23\u8dd1Web\u670d\u52a1\u3001\u6570\u636e\u5e93\u3001\u5bb9\u5668\u548c\u5404\u79cd\u4f01\u4e1a\u5e94\u7528\u3002<\/p>\n

\u4f60\u53ef\u80fd\u8981\u95ee\u4e86\uff0c\u90a3\u4e3a\u5565\u8981\u6709\u8fd9\u73a9\u610f\u5462\uff1f\u6211\u7528\u82f1\u7279\u5c14\u7684CPU\u4e0d\u884c\u5417\uff1f<\/p>\n

AWS\u4e0a\u6709\u5927\u91cf\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u5176\u5b9e\u6839\u672c\u4e0d\u9700\u8981GPU\uff0c\u4e5f\u4e0d\u9700\u8981\u4ec0\u4e48AI\u82af\u7247\uff0c\u8fd9\u4e9b\u4e1c\u897f\u5403\u7684\u5c31\u662f\u6700\u666e\u901a\u3001\u6700\u7a33\u5b9a\u3001\u6700\u957f\u671f\u7684\u670d\u52a1\u5668CPU\u7b97\u529b\u3002<\/p>\n

\u5bf9\u8fd9\u4e9b\u5e38\u89c1\u7684\u5de5\u4f5c\u8d1f\u8f7d\u6765\u8bf4\uff0cGraviton\u66f4\u4fbf\u5b9c\u3001\u66f4\u7701\u7535\uff0c\u8fd8\u66f4\u5bb9\u6613\u63a8\u5e7f\u3002<\/strong><\/p>\n

\u76ee\u524d\uff0c\u4e9a\u9a6c\u900a\u7684\u82af\u7247\u4e3b\u8981\u901a\u8fc7AWS\u4ee5\u79df\u7528\u5f62\u5f0f\u63d0\u4f9b\u7ed9\u5ba2\u6237\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u9500\u552e\u786c\u4ef6\u3002\u5ba2\u6237\u8d2d\u4e70\u7684\u662fEC2\u5b9e\u4f8b\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u80cc\u540e\u53ef\u80fd\u662fGraviton\u3001Trainium\u6216Inferentia\u82af\u7247\u3002<\/p>\n

\u8fd9\u79cd\u5546\u4e1a\u6a21\u5f0f\u4e0e\u4f20\u7edf\u82af\u7247\u5382\u5546\u5b8c\u5168\u4e0d\u540c\uff0c\u5012\u662f\u548c\u7f51\u4e0a\u4e00\u4e9b\u79df\u663e\u5361\u7684\u4e2a\u4f53\u6237\u5f88\u50cf\u3002<\/p>\n

\u4ece\u540e\u6765\u7684\u7ed3\u679c\u770b\uff0cGraviton\u4e5f\u786e\u5b9e\u6210\u4e86\u4e9a\u9a6c\u900a\u81ea\u7814\u82af\u7247\u91cc\u6700\u65e9\u8dd1\u901a\u5546\u4e1a\u95ed\u73af\u7684\u4ea7\u54c1\u3002\u5b83\u4e0d\u50cfTrainium\u90a3\u6837\u9700\u8981\u5ba2\u6237\u91cd\u5199\u5927\u91cf\u8bad\u7ec3\u6d41\u7a0b\uff0c\u4e5f\u4e0d\u50cfInferentia\u90a3\u6837\u5f3a\u4f9d\u8d56\u7279\u5b9a\u63a8\u7406\u573a\u666f\u3002<\/p>\n

\u5728AWS\u5f39\u6027\u8ba1\u7b97\u4ea7\u54c1\u76841000\u4e2a\u6700\u5927\u5ba2\u6237\u4e2d\uff0c\u8d85\u8fc790%\u6b63\u5728\u4f7f\u7528Graviton\u82af\u7247\u3002AWS\u8fd8\u62ab\u9732\uff0c\u6709\u8d85\u8fc75\u4e07\u540d\u5ba2\u6237\u5728\u4f7f\u7528Graviton\u3002\u77e5\u540d\u4f01\u4e1a\u5982\u82f9\u679c\u3001SAP\u3001Pinterest\u3001Datadog\u90fd\u662fGraviton\u7684\u7528\u6237\u3002<\/p>\n

\u6240\u8c13\u4e00\u5206\u94b1\u96be\u5012\u82f1\u96c4\u6c49\uff0c\u5f88\u591a\u516c\u53f8\u8fc1\u79fb\u5230Graviton\uff0c\u5c31\u662f\u56e0\u4e3a\u5b83\u4fbf\u5b9c\u3001\u7a33\u5b9a\uff0c\u800c\u4e14\u8fc1\u79fb\u6210\u672c\u4f4e\u3002<\/p>\n

Graviton\u5148\u5e2e\u4e9a\u9a6c\u900a\u8bc1\u660e\u4e86\u4e00\u4ef6\u4e8b\uff0c\u53ea\u8981\u4ef7\u683c\u4fbf\u5b9c\uff0c\u5ba2\u6237\u5e76\u4e0d\u4ecb\u610f\u81ea\u5df1\u7528\u7684\u662f\u4ec0\u4e48\u82af\u7247\u3002<\/p>\n

\u800c\u8fd9\u4ef6\u4e8b\u4e00\u65e6\u88ab\u8bc1\u660e\uff0cTrainium\u548cInferentia\u540e\u9762\u7684\u6545\u4e8b\u624d\u771f\u6b63\u6709\u4e86\u7ee7\u7eed\u8bb2\u4e0b\u53bb\u7684\u5e95\u6c14\u3002<\/p>\n

Trainium\u548cInferentia\u7684\u5ba2\u6237\u5c31\u76f8\u5bf9\u5c11\u4e00\u4e9b\uff0c\u5b83\u4eec\u6700\u5927\u7684\u5ba2\u6237\u662fAnthropic\u3002<\/strong><\/p>\n

2024\u5e74\u5e95\uff0cAnthropic\u5ba3\u5e03\u4e86Project Rainier\uff0c\u5c06\u4f7f\u7528\u4e00\u4e2a\u62e5\u6709\u8fd150\u4e07\u9897Trainium2\u82af\u7247\u7684\u7b97\u529b\u96c6\u7fa4\u8bad\u7ec3Claude\u6a21\u578b\uff0c\u6587\u7ae0\u5f00\u5934\u6211\u5c31\u63d0\u5230\u4e86\u3002<\/p>\n

\u8fd9\u4e2a\u96c6\u7fa4\u57282025\u5e74\u6295\u5165\u4f7f\u7528\uff0c\u662f\u5f53\u65f6\u4e16\u754c\u4e0a\u6700\u5927\u7684\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u96c6\u7fa4\u4e4b\u4e00\uff0c\u7b97\u529b\u662fAnthropic\u4e4b\u524d\u4f7f\u7528\u96c6\u7fa4\u7684\u4e94\u500d\u4ee5\u4e0a\u3002<\/p>\n

2025\u5e74\uff0cOpenAI\u5148\u4e0eAWS\u8fbe\u6210\u4e86\u89c4\u6a21\u8fbe380\u4ebf\u7f8e\u5143\u7684\u957f\u671f\u4e91\u5408\u4f5c\u627f\u8bfa\u3002\u5230\u4e862026\u5e742\u6708\uff0c\u4e9a\u9a6c\u900a\u53c8\u5ba3\u5e03\u5411OpenAI\u6295\u8d44500\u4ebf\u7f8e\u5143\uff0c\u5e76\u786e\u8ba4OpenAI\u5c06\u901a\u8fc7AWS\u57fa\u7840\u8bbe\u65bd\u6d88\u8017\u7ea62\u5409\u74e6\u7684Trainium\u8ba1\u7b97\u5bb9\u91cf\u3002<\/p>\n

\"\u4e9a\u9a6c\u900a\u53c8\u62ff\u5230\u8239\u7968\u4e86\uff0c\u8fd9\u6b21\u662f\u82af\u7247\"<\/p>\n

\u8003\u8651\u5230Anthropic\u548c\u4e9a\u9a6c\u900a\u81ea\u5df1\u7684Bedrock\u670d\u52a1\u5df2\u7ecf\u4f7f\u7528\u4e86\u5927\u91cfTrainium\u82af\u7247\uff0c\u4e9a\u9a6c\u900a\u7adf\u7136\u8fd8\u80fd\u817e\u51fa\u624b\u63a5\u4e0bOpenAI\u8fd9\u7b14\u5927\u5355\u5b50\uff0c\u53ef\u89c1\u5f53\u65f6\u7684\u4e9a\u9a6c\u900a\u5df2\u7ecfAll In\u82af\u7247\u4e86\u3002<\/p>\n

\u9664\u6b64\u4ee5\u5916\u8fd8\u6709\u82f9\u679c\uff0c\u5b83\u4eec\u7684\u641c\u7d22\u4ea7\u54c1\u91c7\u7528\u4e86Graviton 4\u548cInferentia 2\uff0c\u673a\u5668\u5b66\u4e60\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u7684\u6548\u7387\u63d0\u9ad8\u4e8640%\u4ee5\u4e0a\u3002\u82f9\u679c\u8fd8\u5728\u65e9\u671f\u9636\u6bb5\u6d4b\u8bd5Trainium 2\uff0c\u521d\u6b65\u7ed3\u679c\u663e\u793a\uff0c\u5728Trainium 2\u4e0a\u5bf9\u6a21\u578b\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u6548\u7387\u5c06\u63d0\u534750%\u3002<\/p>\n

\u7136\u800c\u6b63\u5f53\u4e9a\u9a6c\u900a\u4ee5\u4e3a\u81ea\u5df1\u7684\u82af\u7247\u529f\u6cd5\u5c31\u8981\u70bc\u6210\u7684\u65f6\u5019\uff0c\u6709\u4eba\u7ed9\u4ed6\u4eec\u6cfc\u4e86\u4e00\u76c6\u51b7\u6c34\u3002<\/p>\n

2025\u5e747\u6708\uff0c\u4e00\u4efd\u4e9a\u9a6c\u900a\u5185\u90e8\u6807\u6ce8\u4e3a\u201c\u673a\u5bc6\u201d\u7684\u6587\u6863\u663e\u793a\uff0cAI\u521d\u521b\u516c\u53f8Cohere\u53d1\u73b0Trainium 1\u548cTrainium 2\u82af\u7247\u7684\u6027\u80fd\u201c\u4e0d\u53ca\u201d\u82f1\u4f1f\u8fbe\u7684H100 GPU\u3002<\/p>\n

\u5f00\u53d1\u4e86Stable Diffusion\u7684\u56fe\u50cf\u751f\u6210\u516c\u53f8Stability AI\u4e5f\u5f97\u51fa\u7c7b\u4f3c\u7ed3\u8bba\uff0c\u8ba4\u4e3aTrainium 2\u5728\u5ef6\u8fdf\u65b9\u9762\u8868\u73b0\u4e0d\u4f73\uff0c\u4f7f\u5176\u5728\u901f\u5ea6\u548c\u6210\u672c\u4e0a\u201c\u7ade\u4e89\u529b\u8f83\u5f31\u201d\u3002<\/p>\n

\u65b0\u52a0\u5761AI\u7814\u7a76\u673a\u6784AI Singapore\u7684\u6d4b\u8bd5\u8868\u660e\uff0c\u914d\u5907\u82f1\u4f1f\u8fbeGPU\u7684AWS G6\u670d\u52a1\u5668\u5728\u591a\u4e2a\u4f7f\u7528\u573a\u666f\u4e0b\u7684\u6210\u672c\u6027\u80fd\u90fd\u4f18\u4e8eInferentia 2\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u5bf9\u6b64\u56de\u5e94\u79f0\uff0c\u8fd9\u4e9b\u53cd\u9988\u201c\u5e76\u975e\u5f53\u524d\u60c5\u51b5\u201d\uff0cTrainium\u548cInferentia\u5df2\u7ecf\u5728Ricoh\u3001Datadog\u3001Metagenomi\u7b49\u5ba2\u6237\u90a3\u91cc\u53d6\u5f97\u4e86\u201c\u51fa\u8272\u6210\u679c\u201d\u3002<\/p>\n

03<\/strong><\/p>\n

\u4e91\u5de8\u5934\u9020\u82af\u7247<\/strong><\/p>\n

\u5c3d\u7ba1\u5982\u6b64\uff0c\u9700\u6c42\u4ecd\u5728\u5feb\u901f\u589e\u957f\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u7684\u80a1\u4e1c\u4fe1\u4e2d\u900f\u9732\uff0c\u4e24\u5bb6\u5927\u578bAWS\u5ba2\u6237\u66fe\u8981\u6c42\u8d2d\u4e702026\u5e74\u6240\u6709\u7684Graviton\u5b9e\u4f8b\u5bb9\u91cf\uff0c\u4f46\u4e9a\u9a6c\u900a\u56e0\u9700\u8981\u7167\u987e\u5176\u4ed6\u5ba2\u6237\u7684\u9700\u6c42\u800c\u5a49\u62d2\u4e86\u8fd9\u4e24\u7b14\u5927\u5355\u5b50\u3002<\/p>\n

AWS\u57282025\u5e74\u65b0\u589e\u4e863.9\u5409\u74e6\u7684\u7535\u529b\u5bb9\u91cf\uff0c\u9884\u8ba1\u52302027\u5e74\u5e95\u603b\u7535\u529b\u5bb9\u91cf\u5c06\u7ffb\u500d\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u9020\u82af\u7247\u7684\u6545\u4e8b\uff0c\u4ece2015\u5e74\u7684\u4e00\u7b14\u4f4e\u8c03\u6536\u8d2d\uff0c\u52302026\u5e74\u6210\u4e3a\u5e74\u5316200\u4ebf\u7f8e\u5143\u7684\u4e1a\u52a1\uff0c\u7528\u4e8611\u5e74\u65f6\u95f4\u3002<\/strong><\/p>\n<\/p>\n

\u4f60\u8981\u975e\u5f97\u8bf4\u8fd9\u4e2a\u589e\u957f\u591a\u9ad8\u591a\u5feb\uff0c\u90a3\u4e5f\u672a\u5fc5\u89c1\u5f97\uff0c\u4f46\u81f3\u5c11\u8bf4\u5f97\u8fc7\u53bb\u3002\u95ee\u9898\u5c31\u5728\u4e8e\uff0c\u8fd9\u6761\u8def\u80fd\u8d70\u591a\u8fdc\uff0c\u80fd\u5426\u771f\u6b63\u590d\u5236AWS\u7684\u6210\u529f\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u9020\u82af\u7247\u7684\u6838\u5fc3\u903b\u8f91\u5f88\u7b80\u5355\uff0c\u964d\u4f4e\u6210\u672c\uff0c\u63d0\u9ad8\u5229\u6da6\u7387\u3002\u4f46\u8fd9\u4e2a\u903b\u8f91\u80fd\u5426\u6210\u7acb\uff0c\u53d6\u51b3\u4e8e\u4e09\u4e2a\u95ee\u9898\uff1a\u82af\u7247\u771f\u7684\u66f4\u4fbf\u5b9c\u5417\uff1f\u5ba2\u6237\u613f\u610f\u4e3a\u6b64\u4ed8\u51fa\u8fc1\u79fb\u6210\u672c\u5417\uff1f\u591a\u4e45\u80fd\u6536\u56de\u6295\u8d44\uff1f<\/p>\n

\u9996\u5148\uff0c\u5ba2\u6237\u9700\u8981\u4f7f\u7528AWS\u7684Neuron SDK\u5bf9\u4ee3\u7801\u8fdb\u884c\u9002\u914d\u3002<\/strong><\/p>\n

Anthropic\u7684\u5de5\u7a0b\u5e08\u900f\u9732\uff0c\u5c06\u8bad\u7ec3\u6d41\u7a0b\u8fc1\u79fb\u5230Trainium3\u5927\u7ea6\u9700\u8981\u4e09\u5468\u65f6\u95f4\uff0c\u8fd9\u6bd4\u65e9\u671f\u51e0\u4ee3\u5b9a\u5236\u82af\u7247\u6240\u9700\u7684\u6570\u6708\u65f6\u95f4\u5927\u5e45\u7f29\u77ed\uff0c\u4f46\u4ecd\u7136\u662f\u4e00\u7b14\u4e0d\u5c0f\u7684\u5de5\u7a0b\u6295\u5165\u3002<\/p>\n

\u5176\u6b21\uff0c\u4e0d\u662f\u8bf4\u6240\u6709\u7684\u6a21\u578b\u67b6\u6784\u5b83\u90fd\u80fd\u7528Trainium\u6765\u8dd1\u3002<\/strong><\/p>\n

\u6709\u4e9b\u67b6\u6784\u9700\u8981CUDA\u8fdb\u884c\u7279\u5b9a\u64cd\u4f5c\uff0c\u800c\u4e14\u4e00\u4e9b\u516c\u53f8\u5b83\u662f\u8d22\u5927\u6c14\u7c97\u7684\u7c7b\u578b\uff0c\u8981\u6c42\u7b97\u529b\u5fc5\u987b\u8fbe\u5230\u6781\u9650\uff0c\u800c\u8fd9\u65f6\u5019\uff0c\u4ecd\u7136\u53ea\u80fd\u4f7f\u7528\u82f1\u4f1f\u8fbe\u7684\u4ea7\u54c1\u3002<\/p>\n

\u5982\u679c\u628a\u89c6\u89d2\u518d\u5f80\u5916\u62c9\u4e00\u70b9\uff0c\u4f60\u4f1a\u53d1\u73b0\u4e9a\u9a6c\u900a\u5bf9\u82af\u7247\u8fd9\u4ef6\u4e8b\u7684\u6267\u5ff5\uff0c\u5176\u5b9e\u4e5f\u548c\u5b83\u81ea\u5df1\u5728AI\u6218\u573a\u4e0a\u7684\u5c34\u5c2c\u5904\u5883\u6709\u5173\u3002<\/p>\n

\u6211\u5c31\u4e3e\u4e00\u4e2a\u4f8b\u5b50\uff0c\u5982\u679c\u95ee\u4f60\uff0c\u4e9a\u9a6c\u900a\u7684\u6a21\u578b\u662f\u5565\uff0c\u4f60\u5982\u679c\u4e0d\u53bb\u641c\u7d22\uff0c\u80fd\u7acb\u9a6c\u56de\u7b54\u5f97\u4e0a\u6765\u5417\uff1f<\/p>\n

\u4e9a\u9a6c\u900a\u4e0d\u662f\u6ca1\u505a\u6a21\u578b\uff0c\u76f8\u53cd\uff0c\u5b83\u5f88\u65e9\u5c31\u5e03\u5c40\u4e86\u81ea\u5df1\u7684Titan\u6a21\u578b\u5bb6\u65cf\uff0c\u540e\u6765\u53c8\u63a8\u51fa\u4e86Nova\uff0c\u60f3\u628a\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u8fd9\u4e9b\u751f\u6210\u80fd\u529b\u90fd\u8865\u9f50\u3002<\/p>\n

\u540e\u9762\u8fd8\u6709\u8986\u76d6\u6d88\u8d39\u7aef\u5230\u4f01\u4e1a\u7aef\u7684\u5404\u79cdAI\u4ea7\u54c1\uff0c\u6bd4\u5982Bedrock\u3001Q\uff0c\u518d\u5230\u5347\u7ea7\u7248Alexa\u3002<\/p>\n

\u95ee\u9898\u5728\u4e8e\uff0c\u4e9a\u9a6c\u900a\u6bcf\u4e00\u6b65\u90fd\u8ddf\u7740\u63ba\u548c\u4e86\uff0c\u4f46\u662f\u6bcf\u4e00\u6b65\u90fd\u6ca1\u6709\u8ba9\u5ba2\u6237\u4eec\u6ee1\u610f\u3002\u8fd9\u5c31\u5bfc\u81f4\u4e9a\u9a6c\u900a\u5728AI\u4ea7\u4e1a\u4e0a\u9762\u6389\u961f\u4e86\u3002<\/p>\n

\u9664\u4e86\u4e9a\u9a6c\u900a\uff0c\u4e91\u5de8\u5934\u4e5f\u90fd\u5728\u91cd\u5851AI\u82af\u7247\u5e02\u573a\u3002<\/p>\n

\u8c37\u6b4c\u7684TPU\u5df2\u7ecf\u8fed\u4ee3\u5230\u7b2c\u4e94\u4ee3\uff0c\u5fae\u8f6f\u4e5f\u5728\u5f00\u53d1\u81ea\u5df1\u7684AI\u82af\u7247Maia\u3002<\/p>\n

\u8c37\u6b4c\u867d\u7136\u4e0d\u76f4\u63a5\u5356TPU\uff0c\u4e0d\u8fc7\u597d\u6b79\u8fd8\u5efa\u4e86\u4e2a\u4e91\u5e73\u53f0\uff0c\u5bf9\u5916\u9500\u552eTPU\u7684\u7b97\u529b\u3002\u5fae\u8f6f\u5012\u597d\uff0c\u8fd9\u4e2aMaia\u5c31\u4ece\u6765\u6ca1\u6709\u5bf9\u5916\u653e\u51fa\u6765\u8fc7\u3002<\/p>\n

\u7136\u800cMaia\u7684\u73b0\u72b6\uff0c\u5e76\u4e0d\u4e50\u89c2\u3002<\/p>\n

2023\u5e74\u7684\u65f6\u5019\uff0c\u5fae\u8f6f\u672c\u60f3\u7528Maia 100\u6765\u8dd1OpenAI\u3001Copilot\u8fd9\u4e9b\u5927\u6a21\u578b\uff0c\u4f46\u7b49\u4ea7\u54c1\u521a\u5f00\u59cb\u90e8\u7f72\u7684\u65f6\u5019\u53d1\u73b0\uff0cMaia 100\u7684\u7b97\u529b\u8fdc\u8fdc\u4e0d\u591f\u652f\u6491\u5f53\u65f6\u7684ChatGPT\uff0c\u6240\u4ee5OpenAI\u4e5f\u53ea\u80fd\u9009\u62e9\u82f1\u4f1f\u8fbe\u3002<\/p>\n

2025\u5e74\uff0c\u5fae\u8f6f\u4e0b\u4e00\u4ee3Maia\u88ab\u7206\u51fa\u96be\u4ea7\uff0c\u56e0\u6b64\u5176\u91cf\u4ea7\u65f6\u95f4\u4ece2025\u5e74\u63a8\u8fdf\u5230\u4e862026\u5e74\uff0c\u539f\u56e0\u5305\u62ec\u8bbe\u8ba1\u4e2d\u9014\u53d8\u66f4\u3001\u56e2\u961f\u6d41\u52a8\u548c\u5de5\u7a0b\u63a8\u8fdb\u4e0d\u987a\uff0c\u800c\u4e14\u6309\u5f53\u65f6\u5916\u5a92\u900f\u9732\u7684\u6d88\u606f\uff0c\u65b0Maia\u7684\u6027\u80fd\u4e5f\u6bd4\u4e0d\u4e0a\u82f1\u4f1f\u8fbe\u521a\u521a\u53d1\u5e03\u7684Blackwell\u3002<\/p>\n

\u5230\u4e862026\u5e741\u6708\uff0c\u5fae\u8f6f\u603b\u7b97\u662f\u6b63\u5f0f\u62ff\u51fa\u4e86\u91c7\u75283nm\u5de5\u827a\u7684Maia 200\uff0c\u4f46\u5b83\u7684\u5b9a\u4f4d\u662f\u63a8\u7406\uff0c\u5e76\u4e0d\u80fd\u50cf\u82f1\u4f1f\u8fbe\u7684GPU\u4e00\u6837\u7528\u6765\u8bad\u7ec3\u5927\u6a21\u578b\u3002<\/p>\n

\u7136\u800c\u5e02\u9762\u4e0a\u5df2\u7ecf\u5145\u6ee1\u4e86\u66ff\u4ee3\u4ea7\u54c1\uff0c\u5fae\u8f6f\u4e0d\u4ec5\u6280\u672f\u4e0a\u6ca1\u6709\u9886\u5148\uff0c\u5c31\u8fde\u4ea7\u80fd\u548c\u94fa\u8bbe\u901f\u5ea6\u4e5f\u6bd4\u4e0d\u8fc7\u4e9a\u9a6c\u900a\u548c\u8c37\u6b4c\uff0c\u8fd9\u5c31\u5bfc\u81f4\u5fae\u8f6f\u7684Maia\u6ca1\u80fd\u6380\u8d77\u4ec0\u4e48\u98ce\u6d6a\u3002<\/p>\n

\u672a\u6765\u7684AI\u82af\u7247\u5e02\u573a\u53ef\u80fd\u4f1a\u5206\u5316\u4e3a\u4e24\u4e2a\u5c42\u6b21\uff0c\u4e00\u4e2a\u662f\u82f1\u4f1f\u8fbe\u3001AMD\u4e3b\u5bfc\u7684\u901a\u7528\u5e02\u573a\uff0c\u53e6\u4e00\u4e2a\u662f\u4e91\u5de8\u5934\u5404\u81ea\u7684\u5c01\u95ed\u751f\u6001\u3002<\/p>\n

\u5bf9\u4e8e\u521d\u521b\u516c\u53f8\u548c\u4e2d\u5c0f\u4f01\u4e1a\u6765\u8bf4\uff0c\u9009\u62e9\u54ea\u4e2a\u4e91\u5e73\u53f0\uff0c\u5c31\u610f\u5473\u7740\u9009\u62e9\u4e86\u80cc\u540e\u7684\u82af\u7247\u67b6\u6784\u3002\u5982\u679c\u6df1\u5ea6\u4f9d\u8d56AWS\u7684Trainium\uff0c\u5c06\u6765\u8fc1\u79fb\u5230\u5176\u4ed6\u5e73\u53f0\u7684\u6210\u672c\u4f1a\u975e\u5e38\u9ad8\u3002<\/p>\n

\u4e9a\u9a6c\u900a\u4ee5\u524d\u6389\u961f\u4e86\uff0c\u6240\u4ee5\u5b83\u624d\u60f3\u8981\u53bb\u9501\u5b9a\u4e2d\u5c0f\u4f01\u4e1a\u672a\u6765\uff0c\u6307\u4e0d\u5b9a\u80fd\u5728AWS\u4e0a\u518d\u517b\u51fa\u6765\u51e0\u4e2aOpenAI\u3001Anthropic\u8fd9\u6837\u7684\u4f01\u4e1a\u3002<\/p>\n

\u4f46\u4ece\u53e6\u4e00\u4e2a\u89d2\u5ea6\u770b\uff0c\u4e91\u5de8\u5934\u7684\u81ea\u7814\u82af\u7247\u4e5f\u5728\u63a8\u52a8\u6574\u4e2a\u884c\u4e1a\u7684\u8fdb\u6b65\u3002\u82f1\u4f1f\u8fbe\u4e4b\u6240\u4ee5\u80fd\u591f\u957f\u671f\u7ef4\u6301\u9ad8\u5229\u6da6\u7387\uff0c\u90e8\u5206\u539f\u56e0\u662f\u7f3a\u4e4f\u6709\u6548\u7ade\u4e89\u3002<\/p>\n

\u5f53\u4e9a\u9a6c\u900a\u3001\u8c37\u6b4c\u3001\u5fae\u8f6f\u90fd\u5f00\u59cb\u81ea\u5df1\u9020\u82af\u7247\uff0c\u5c31\u4f1a\u53bb\u5012\u903c\u82f1\u4f1f\u8fbe\u964d\u4ef7\u3001\u52a0\u5feb\u8fed\u4ee3\u3002<\/p>\n

\u6700\u7ec8\u53d7\u76ca\u7684\u662f\u6574\u4e2aAI\u884c\u4e1a\u3002<\/strong><\/p>\n

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