{"id":68627,"date":"2024-03-20T16:45:06","date_gmt":"2024-03-20T08:45:06","guid":{"rendered":"https:\/\/naipnews.naipo.com\/?p=68627"},"modified":"2026-07-21T16:53:27","modified_gmt":"2026-07-21T08:53:27","slug":"ai%e8%8a%af%e7%89%87%e4%b8%8d%e6%ad%a2nvidia%ef%bc%8c%e7%a7%91%e6%8a%80%e5%b7%a8%e5%a4%b4%e4%b8%8e%e6%96%b0%e5%88%9b%e6%9c%9f%e6%9c%9b%e8%bf%8e%e5%a4%b4%e8%b5%b6%e4%b8%8a","status":"publish","type":"post","link":"https:\/\/naipnews.naipo.com\/zh-hans\/68627\/","title":{"rendered":"AI\u82af\u7247\u4e0d\u6b62NVIDIA\uff0c\u79d1\u6280\u5de8\u5934\u4e0e\u65b0\u521b\u671f\u671b\u8fce\u5934\u8d76\u4e0a"},"content":{"rendered":"
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\u56fe\u7247\u6765\u6e90 : shutterstock\u3001\u8fbe\u5fd7\u5f71\u50cf<\/figcaption><\/figure>\n

\u4eba\u5de5\u667a\u80fd(AI) \u6280\u672f\u7684\u7a81\u7834\u4e0e\u5e94\u7528\u6b63\u5728\u7ecf\u5386\u7206\u70b8\u5f0f\u6210\u957f\u3002\u4ece\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u5230\u81ea\u52a8\u9a7e\u9a76\uff0cAI\u6b63\u5728\u6539\u53d8\u6211\u4eec\u751f\u6d3b\u7684\u5404\u4e2a\u9762\u5411\u3002\u800c\u63a8\u52a8AI\u53d1\u5c55\u7684\u5173\u952e\u4e4b\u4e00\uff0c\u6b63\u662f\u4e13\u4e3aAI\u8fd0\u7b97\u6253\u9020\u7684\u82af\u7247\u3002\u968f\u7740AI\u5e94\u7528\u7684\u70ed\u6f6e\u5e2d\u5377\u5168\u7403\uff0cAI\u82af\u7247\u7684\u9700\u6c42\u4e5f\u6025\u907d\u4e0a\u5347\uff0c\u6210\u4e3a\u534a\u5bfc\u4f53\u4ea7\u4e1a\u7684\u65b0\u6218\u573a\u3002<\/p><\/blockquote>\n

AI\u4e4b\u6240\u4ee5\u80fd\u591f\u5982\u6b64\u76db\u884c\uff0c\u80cc\u540e\u6709\u51e0\u4e2a\u91cd\u8981\u539f\u56e0\u3002\u9996\u5148\uff0c\u673a\u5668\u5b66\u4e60\u4e0e\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u7684\u91cd\u5927\u8fdb\u6b65\uff0c\u8ba9AI\u7cfb\u7edf\u80fd\u591f\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u81ea\u4e3b\u5b66\u4e60\u3001\u63d0\u70bc\u51fa\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u3002\u8fd9\u4e9b\u7b97\u6cd5\u7684\u7a81\u7834\uff0c\u4f8b\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edc (CNN)\u5728\u5f71\u50cf\u8bc6\u522b\u65b9\u9762\u7684\u5353\u8d8a\u8868\u73b0\uff0c\u5927\u5e45\u63d0\u5347\u4e86AI\u7684\u611f\u77e5\u548c\u7406\u89e3\u80fd\u529b\u3002\u5176\u6b21\uff0c\u56e0\u7279\u7f51\u65f6\u4ee3\u7d2f\u79ef\u7684\u5927\u91cf\u6570\u636e\uff0c\u4e3aAI\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684”\u517b\u5206”\u3002<\/p>\n

\u636e\u4f30\u8ba1\uff0c\u5168\u7403\u6bcf\u5929\u4ea7\u751f\u7684\u6570\u636e\u91cf\u9ad8\u8fbe2.5\u827e\u5b57\u8282 (EB)\uff0c\u8fd9\u4e3aAI\u6a21\u578b\u7684\u8bad\u7ec3\u63d0\u4f9b\u4e86\u5e9e\u5927\u7684\u6570\u636e\u57fa\u7840\u3002\u518d\u8005\uff0c\u8fd0\u7b97\u80fd\u529b\u7684\u6301\u7eed\u63d0\u5347\uff0c\u5c24\u5176\u662fGPU\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u8ba9\u590d\u6742\u7684AI\u6a21\u578b\u5f97\u4ee5\u8bad\u7ec3\u4e0e\u6267\u884c\u3002<\/p>\n

\u4ee5NVIDIA\u7684H100 GPU\u4e3a\u4f8b\uff0c\u5176\u5355\u7cbe\u5ea6\u6d6e\u70b9\u8fd0\u7b97\u80fd\u529b\u9ad8\u8fbe14 TFLOPS\uff0c\u662f\u524d\u4ee3A100\u76843\u500d\u4e4b\u591a\u3002\u6700\u540e\uff0cAI\u5728\u5404\u884c\u5404\u4e1a\u7684\u5e94\u7528\u60c5\u5883\u4e0d\u65ad\u6269\u5c55\uff0c\u4ece\u667a\u80fd\u5236\u9020\u3001\u81ea\u52a8\u9a7e\u9a76\u5230\u533b\u7597\u8bca\u65ad\u7b49\uff0cAI\u6b63\u5728\u521b\u9020\u5de8\u5927\u7684\u5546\u4e1a\u4ef7\u503c\u3002\u636e\u9ea6\u80af\u9521\u5168\u7403\u7814\u7a76\u9662\u4f30\u8ba1\uff0c\u52302030\u5e74\uff0cAI\u53ef\u4e3a\u5168\u7403\u7ecf\u6d4e\u8d21\u732e13\u5146\u7f8e\u5143\u7684\u4ea7\u51fa\u3002<\/p>\n

\u7136\u800c\u4f20\u7edf\u7684\u82af\u7247\u67b6\u6784\u5df2\u7ecf\u96be\u4ee5\u6ee1\u8db3AI\u8fd0\u7b97\u7684\u7279\u6b8a\u9700\u6c42\u3002\u4e0e\u4f20\u7edf\u7684\u7a0b\u5e8f\u8bbe\u8ba1\u6a21\u5f0f\u4e0d\u540c\uff0cAI\u6a21\u578b\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u5e73\u884c\u8fd0\u7b97\u548c\u6570\u636e\u4f20\u8f93\u3002\u8fd9\u5c31\u50ac\u751f\u4e86\u4e00\u7cfb\u5217\u4e13\u4e3aAI\u8bbe\u8ba1\u7684\u82af\u7247\uff0c\u4f8b\u5982NVIDIA\u7684GPU\u3001Google\u7684TPU\u7b49\u3002<\/p>\n

\u8fd9\u4e9bAI\u82af\u7247\u5728\u77e9\u9635\u8fd0\u7b97\u3001\u5185\u5b58\u5e26\u5bbd\u7b49\u65b9\u9762\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5927\u5e45\u63d0\u5347\u4e86AI\u8fd0\u7b97\u7684\u901f\u5ea6\u548c\u6548\u7387\u3002\u4ee5Google\u7684TPU\u4e3a\u4f8b\uff0c\u5176\u7b2c\u4e00\u4ee3\u4ea7\u54c1\u5c31\u5b9e\u73b0\u4e86\u5728\u673a\u5668\u5b66\u4e60\u63a8\u8bba\u4efb\u52a1\u4e0a\uff0c\u6bd4\u73b0\u6709\u7684GPU\u548cCPU\u5feb15\u523030\u500d\u3002\u968f\u7740AI\u5e94\u7528\u7684\u7206\u53d1\uff0cAI\u82af\u7247\u5e02\u573a\u4e5f\u8fce\u6765\u4e86\u7206\u53d1\u5f0f\u6210\u957f\u3002<\/p>\n

\u76ee\u524d\uff0cNVIDIA\u51ed\u501f\u5728GPU\u9886\u57df\u7684\u591a\u5e74\u79ef\u7d2f\uff0c\u5728AI\u82af\u7247\u5e02\u573a\u5360\u636e\u9886\u5148\u5730\u4f4d\u3002NVIDIA\u7684GPU\u4e0d\u4ec5\u4e3aAI\u6a21\u578b\u8bad\u7ec3\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u8fd0\u7b97\u80fd\u529b\uff0c\u4e5f\u4e3aAI\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u8f6f\u4ef6\u5de5\u5177\u4e0e\u751f\u6001\u7cfb\u7edf\uff0c\u4f8b\u5982CUDA\u5e73\u53f0\u548ccuDNN\u51fd\u5f0f\u5e93\u3002\u800cNVIDIA\u6700\u65b0\u63a8\u51fa\u7684GH200\u8d85\u7ea7\u82af\u7247\uff0c\u5355\u7cbe\u5ea6\u6d6e\u70b9\u8fd0\u7b97\u80fd\u529b\u9ad8\u8fbe150 TFLOPS\uff0c\u66f4\u5c06\u8fdb\u4e00\u6b65\u5de9\u56fa\u5176\u5728AI\u82af\u7247\u9886\u57df\u7684\u4f18\u52bf\u3002\u636eNVIDIA\u9884\u4f30\uff0c\u52302024\u5e74\uff0c\u5176\u6570\u636e\u4e2d\u5fc3\u4e1a\u52a1\u6bcf\u5b63\u6536\u5165\u6709\u671b\u7a81\u7834150\u4ebf\u7f8e\u5143\uff0cAI\u82af\u7247\u529f\u4e0d\u53ef\u6ca1\u3002<\/p>\n

AI\u82af\u7247\u7684\u7ade\u4e89\u683c\u5c40<\/span><\/p>\n

\u4e0d\u8fc7\uff0cNVIDIA\u5e76\u975eAI\u82af\u7247\u5e02\u573a\u7684\u552f\u4e00\u73a9\u5bb6\u3002\u79d1\u6280\u5de8\u5934\u4eec\u7eb7\u7eb7\u610f\u8bc6\u5230AI\u82af\u7247\u7684\u6218\u7565\u4ef7\u503c\uff0c\u5f00\u59cb\u6295\u5165\u5de8\u8d44\u7814\u53d1\u81ea\u5df1\u7684AI\u82af\u7247\u3002\u4e9a\u9a6c\u900a\u53d1\u8868\u4e86\u540d\u4e3aInferentia\u7684AI\u63a8\u8bba\u82af\u7247\uff0c\u5355\u82af\u7247\u53ef\u63d0\u4f9b\u6bcf\u79d2128\u5146\u6b21\u7684\u63a8\u8bba\u80fd\u529b(TOPS)\uff0c\u5e76\u652f\u6301\u591a\u79cd\u673a\u5668\u5b66\u4e60\u6846\u67b6\u3002\u8c37\u6b4c\u4e5f\u63a8\u51fa\u4e86TPUv4\uff0c\u5176\u5355\u82af\u7247\u5cf0\u503c\u8fd0\u7b97\u91cf\u9ad8\u8fbe200 TFLOPS\uff0c\u5e76\u900f\u8fc7\u5c01\u88c5\u6280\u672f\uff0c\u5c06\u591a\u8fbe4096\u4e2aTPU\u82af\u7247\u6574\u5408\u4e3a\u4e00\u4e2aEXA POD\u7cfb\u7edf\u3002\u8138\u4e66\u5219\u53d1\u8868\u4e86\u540d\u4e3aHANABI\u7684AI\u8bad\u7ec3ASIC\u82af\u7247\uff0c\u53f7\u79f0\u662f\u300c\u4e16\u754c\u4e0a\u6700\u5feb\u7684AI\u8bad\u7ec3\u82af\u7247\u300d\u3002\u5fae\u8f6f\u4e5f\u6b63\u5728\u6253\u9020\u81ea\u5df1\u7684AI\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u5176\u4e2d\u5c31\u5305\u542b\u4e86\u81ea\u884c\u7814\u53d1\u7684AI\u82af\u7247\u3002\u6b64\u5916\uff0c\u4e2d\u56fd\u624b\u673a\u5927\u5382\u534e\u4e3a\uff0c\u4e5f\u63a8\u51fa\u81ea\u5bb6\u7684Ascend\u7cfb\u5217AI\u82af\u7247\uff0c\u7531\u4e8e\u6280\u672f\u4e0d\u6210\u719f\uff0c\u4e14\u5236\u7a0b\u53d7\u9650\uff0c\u76ee\u524d\u4e3b\u6253\u5356\u70b9\u4e0eNVIDIA\u7684A100\u6027\u80fd\u76f8\u5f53\uff0c\u4f46\u6027\u80fd\u4e0d\u662f\u6700\u5927\u5356\u70b9\uff0c\u800c\u662f\u8be5\u82af\u7247\u662f\u4e2d\u56fd\u56fd\u4ea7\uff0c\u53ef\u907f\u5f00\u6b27\u7f8e\u7684\u5236\u88c1\u624b\u6bb5\u3002<\/p>\n

\u4f20\u7edf\u82af\u7247\u5382\u5546\u4e5f\u4e0d\u7518\u793a\u5f31\u3002\u82f1\u7279\u5c14\u6536\u8d2d\u4e86AI\u82af\u7247\u65b0\u521bHabana Labs\uff0c\u5e76\u63a8\u51fa\u4e86\u53f7\u79f0\u6548\u80fd\u9886\u5148\u7684Ponte Vecchio GPU\uff0c\u5355GPU\u7406\u8bba\u5cf0\u503c\u9ad8\u8fbe600 TFLOPS\u3002\u8d85\u5a01\u534a\u5bfc\u4f53\u5219\u53d1\u5e03\u4e86Instinct\u7cfb\u5217GPU\uff0cMI300X\u7684\u77e9\u9635\u8fd0\u7b97\u80fd\u529b\u9ad8\u8fbe380 TFLOPS\uff0c\u6b64\u524d\u65a5\u8d44350\u4ebf\u7f8e\u5143\u6536\u8d2d\u8d5b\u7075\u601d (Xilinx)\uff0c\u4e5f\u662f\u610f\u5728\u5f3a\u5316AI\u4e0e\u8fb9\u7f18\u8fd0\u7b97\u9886\u57df\u7684\u5e03\u5c40\u3002<\/p>\n

\u9664\u79d1\u6280\u5de8\u5934\u548c\u4f20\u7edf\u82af\u7247\u5382\u5546\uff0c\u4e00\u6279AI\u82af\u7247\u7684\u65b0\u521b\u516c\u53f8\u4e5f\u6b63\u5728\u5f02\u519b\u7a81\u8d77\u3002\u4f8b\u5982\u82f1\u56fd\u7684Graphcore\u4e3b\u6253IPU(Intelligence Processing Unit)\uff0c\u5176\u4e8c\u4ee3\u4ea7\u54c1GC200\u7684\u5cf0\u503c\u8fd0\u7b97\u80fd\u529b\u9ad8\u8fbe250 TFLOPS\uff0c\u83b7\u5f97\u4e86\u8d85\u8fc74.5\u4ebf\u7f8e\u5143\u7684\u878d\u8d44\u3002\u7f8e\u56fd\u65b0\u521bCerebras Systems\u5219\u6253\u9020\u4e86\u6709\u53f2\u4ee5\u6765\u6700\u5927\u7684\u82af\u7247 \u2014 \u82af\u7247\u7ea7\u6c34\u51b7\u7cfb\u7edfWSE(Wafer Scale Engine)\uff0c\u642d\u8f7d\u4e861.2\u5146\u4e2a\u6676\u4f53\u7ba1\uff0c\u8ba9AI\u8fd0\u7b97\u8fbe\u5230\u4e86\u524d\u6240\u672a\u6709\u7684\u89c4\u6a21\u3002Groq\u5219\u7531\u524dGoogle\u5de5\u7a0b\u5e08\u521b\u7acb\uff0c\u4e13\u6ce8\u4e8e\u6253\u9020\u4e13\u7528\u4e8e\u63a8\u8bba\u7684\u4f4e\u529f\u8017TPU\uff0c\u5728ResNet-50\u57fa\u51c6\u68c0\u9a8c\u4e2d\uff0c\u5176\u5cf0\u503c\u63a8\u8bba\u80fd\u529b\u9ad8\u8fbe21,700 IPS\/\u74e6\u3002<\/p>\n

\u968f\u7740\u5404\u8def\u73a9\u5bb6\u7ade\u76f8\u6295\u5165\uff0cAI\u82af\u7247\u5e02\u573a\u5448\u73b0\u767e\u5bb6\u4e89\u9e23\u4e4b\u52bf\u3002\u636e\u7edf\u8ba1\uff0c2019\u5e74\u5168\u7403AI\u82af\u7247\u521d\u521b\u516c\u53f8\u6570\u91cf\u5df2\u8d85\u8fc780\u5bb6\uff0c\u603b\u878d\u8d44\u989d\u8d85\u8fc735\u4ebf\u7f8e\u5143\u3002\u6839\u636e\u7814\u7a76\u673a\u6784\u9884\u4f30\uff0c\u52302025\u5e74\uff0cASIC\u82af\u7247\u5c06\u5728AI\u82af\u7247\u5e02\u573a\u4e2d\u5360\u636e43%\u7684\u6bd4\u91cd\uff0cGPU\u536029%\uff0cFPGA\u536019%\uff0cCPU\u53609%\u3002<\/p>\n

AI\u82af\u7247\u7684\u672a\u6765\u53d1\u5c55<\/span><\/p>\n

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\u7ed3\u8bba<\/span><\/p>\n

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\"\"<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

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\u4f5c\u8005\uff1a<\/strong><\/td>\n\u6797\u5b97\u8f89<\/strong><\/td>\n<\/tr>\n
\u5b66\u5386\uff1a<\/strong><\/td>\n\u53f0\u6e7e\u5927\u53f6\u5927\u5b66<\/td>\n<\/tr>\n
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