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\u5176\u4e2dL2\u5c42AIStation\u662f\u9762\u5411\u5927\u6a21\u578b\u5f00\u53d1\u7684AI\u7b97\u529b\u8c03\u5ea6\u5e73\u53f0\uff0cAIStation\u9488\u5bf9\u5927\u6a21\u578b\u8bad\u7ec3\u4e2d\u7684\u8d44\u6e90\u4f7f\u7528\u4e0e\u8c03\u5ea6\u3001\u8bad\u7ec3\u6d41\u7a0b\u4e0e\u4fdd\u969c\u3001\u7b97\u6cd5\u4e0e\u5e94\u7528\u7ba1\u7406\u7b49\u65b9\u9762\u8fdb\u884c\u4e86\u7cfb\u7edf\u6027\u4f18\u5316\uff0c\u5177\u5907\u5927\u6a21\u578b\u65ad\u70b9\u7eed\u8bad\u80fd\u529b\uff0c\u4fdd\u8bc1\u957f\u65f6\u95f4\u6301\u7eed\u8bad\u7ec3\u3002AIStation\u652f\u6491\u6d6a\u6f6e\u4fe1\u606f"\u6e90"\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u7b97\u529b\u6548\u7387\u8fbe\u523044.8%\u3002\u67d0\u5927\u578b\u5546\u4e1a\u94f6\u884c\u57fa\u4e8eAIStation\u6253\u9020\u7684\u5927\u89c4\u6a21\u5e76\u884c\u8fd0\u7b97\u96c6\u7fa4\uff0c\u5e2e\u52a9\u5176\u5145\u5206\u53d1\u6398\u8ba1\u7b97\u6f5c\u80fd\u8fdb\u884c\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u5e76\u8363\u83b72022 IDC"\u672a\u6765\u6570\u5b57\u57fa\u7840\u67b6\u6784\u9886\u519b\u8005"\u5956\u9879\u3002<\/p>\n

\u672c\u6587\u5c06\u91cd\u70b9\u8ba8\u8bba\u5927\u6a21\u578b\u8bad\u7ec3\u9762\u4e34\u7684\u6311\u6218\u3001AIStation\u5982\u4f55\u63d0\u5347\u5927\u6a21\u578b\u8bad\u7ec3\u6548\u7387\uff0c\u4ee5\u53ca\u53d6\u5f97\u7684\u6548\u679c\u3002<\/p>\n

\u4e00\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u9762\u4e34\u5de8\u5927\u6311\u6218<\/b><\/p>\n

1.\u5927\u6a21\u578b\u8bad\u7ec3\u5de8\u5927\u7b97\u529b\u6210\u672c\u548c\u7b97\u529b\u5229\u7528\u96be\u9898<\/b><\/p>\n

\u5927\u6a21\u578b\u8bad\u7ec3\u8981\u9762\u5bf9\u7684\u9996\u8981\u6311\u6218\u5c31\u662f\u6d77\u91cf\u6570\u636e\u548c\u8ba1\u7b97\u91cf\uff0c\u7b97\u529b\u5f00\u9500\u5de8\u5927\uff0c\u5982GPT-3\u662f\u572810000\u4e2aGPU\u4e0a\u8bad\u7ec3\u5f97\u5230\u7684\uff0c"\u6e901.0"\u6a21\u578b\u662f\u57282128\u4e2aGPU\u4e0a\u901a\u8fc7AIStation\u5e73\u53f0\u5b8c\u62101800\u4ebftokens\u7684\u8bad\u7ec3\uff0c\u8bad\u7ec3\u4e00\u4e2a\u4e07\u4ebftoken\u7684700\u4ebf\u53c2\u6570\u6a21\u578b\u5c06\u82b1\u8d39\u4e0a\u767e\u4e07\u7f8e\u5143\u3002\u4f46\u8ba1\u7b97\u5e73\u53f0\u7684\u6027\u80fd\u901a\u5e38\u4e0d\u80fd\u968f\u7740\u7b97\u529b\u7ebf\u6027\u589e\u957f\uff0c\u800c\u662f\u4f1a\u51fa\u73b0\u8017\u635f\uff0c\u56e0\u6b64\u5927\u6a21\u578b\u8bad\u7ec3\u8fd8\u9700\u8981\u9ad8\u6548\u7684\u7b97\u529b\u8c03\u5ea6\u6765\u53d1\u6325\u7b97\u529b\u5e73\u53f0\u7684\u6548\u80fd\u3002\u800c\u8fd9\u4e0d\u4ec5\u9700\u8981\u4f9d\u8d56\u7b97\u6cd5\u3001\u6846\u67b6\u7684\u4f18\u5316\uff0c\u8fd8\u9700\u8981\u501f\u52a9\u9ad8\u6548\u7684\u7b97\u529b\u8c03\u5ea6\u5e73\u53f0\uff0c\u4ee5\u6839\u636e\u7b97\u529b\u96c6\u7fa4\u7684\u786c\u4ef6\u7279\u70b9\u548c\u8ba1\u7b97\u8d1f\u8f7d\u7279\u6027\u5b9e\u73b0\u6700\u4f18\u5316\u7684\u7b97\u529b\u8c03\u5ea6\uff0c\u6574\u4f53\u63d0\u9ad8\u7b97\u529b\u5229\u7528\u7387\u548c\u8bad\u7ec3\u6548\u7387\u3002<\/p>\n

2.\u8017\u65f6\u4e14\u7ef4\u62a4\u590d\u6742\u7684\u591a\u79cd\u7f51\u7edc\u517c\u5bb9\u9002\u914d<\/b><\/p>\n

\u5927\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u6210\u5343\u4e0a\u4e07\u9897GPU\u4f1a\u5728\u8282\u70b9\u5185\u548c\u8282\u70b9\u95f4\u4e0d\u65ad\u5730\u8fdb\u884c\u901a\u4fe1\u3002\u4e3a\u4e86\u83b7\u5f97\u6700\u4f18\u7684\u8bad\u7ec3\u6548\u679c\uff0c\u5355\u53f0GPU\u670d\u52a1\u5668\u4f1a\u642d\u8f7d\u591a\u5f20InfiniBand\u3001ROCE\u7b49\u9ad8\u6027\u80fd\u7f51\u5361\uff0c\u4e3a\u8282\u70b9\u95f4\u901a\u4fe1\u63d0\u4f9b\u9ad8\u541e\u5410\u3001\u4f4e\u65f6\u5ef6\u7684\u670d\u52a1\u3002\u4f46\u4e0d\u540c\u7684\u7f51\u7edc\u65b9\u6848\u5404\u6709\u4f18\u52a3\uff0cInfiniBand\u56e0\u6027\u80fd\u4f18\u5f02\u5df2\u88ab\u516c\u8ba4\u4e3a\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u9996\u9009\uff0c\u4f46\u5176\u6210\u672c\u8f83\u9ad8\uff1bRoCE\u867d\u7136\u6210\u672c\u8f83\u4f4e\uff0c\u4f46\u5728\u5927\u89c4\u6a21\u7684\u7f51\u7edc\u73af\u5883\u4e0b\uff0c\u5176\u6027\u80fd\u548c\u7a33\u5b9a\u6027\u4e0d\u5982InfiniBand\u65b9\u6848\u3002\u56e0\u6b64\u8981\u60f3\u6ee1\u8db3\u5927\u6a21\u578b\u8bad\u7ec3\u5bf9\u901a\u4fe1\u7684\u8981\u6c42\uff0c\u5c31\u8981\u5bf9\u96c6\u7fa4\u7f51\u7edc\u4e2d\u7684\u901a\u4fe1\u8bbe\u5907\u9002\u914d\u4f7f\u7528\u548c\u7f51\u7edc\u60c5\u51b5\u8fdb\u884c\u63a2\u7d22\u548c\u8bbe\u8ba1\u3002<\/p>\n

3.\u4e0d\u7a33\u5b9a\u7684\u5927\u6a21\u578b\u8bad\u7ec3\u548c\u9ad8\u95e8\u69db\u7684\u7cfb\u7edf\u7ea7\u522b\u4f18\u5316<\/b><\/p>\n

\u5927\u6a21\u578b\u8bad\u7ec3\u8fc7\u7a0b\u6bd4\u4f20\u7edf\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u590d\u6742\uff0c\u8bad\u7ec3\u5468\u671f\u957f\u8fbe\u6570\u6708\u3002\u96c6\u7fa4\u8ba1\u7b97\u6548\u529b\u4f4e\u3001\u6545\u969c\u9891\u53d1\u4e14\u5904\u7406\u590d\u6742\uff0c\u4f1a\u5bfc\u81f4\u8bad\u7ec3\u4e2d\u65ad\u540e\u4e0d\u80fd\u53ca\u65f6\u6062\u590d\uff0c\u4ece\u800c\u4f1a\u964d\u4f4e\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u6210\u529f\u6982\u7387\uff0c\u4e5f\u4f1a\u4f7f\u5f97\u5927\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u5c45\u9ad8\u4e0d\u4e0b\u3002\u56e0\u6b64\uff0c\u5927\u6a21\u578b\u5bf9\u8bad\u7ec3\u7684\u7a33\u5b9a\u6027\u3001\u6545\u969c\u68c0\u6d4b\u4e0e\u8bad\u7ec3\u5bb9\u9519\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002\u540c\u65f6\u7b80\u5316\u5927\u6a21\u578b\u5206\u5e03\u5f0f\u4efb\u52a1\u63d0\u4ea4\u3001\u5b9e\u73b0\u667a\u80fd\u4e0e\u81ea\u52a8\u5316\u7684\u4efb\u52a1\u8d44\u6e90\u5339\u914d\u548c\u8bad\u7ec3\u5065\u58ee\u6027\u4e5f\u662f\u63d0\u5347\u8bad\u7ec3\u6548\u7387\u7684\u91cd\u8981\u4fdd\u8bc1\u3002<\/p>\n

Meta\u5728\u8bad\u7ec3\u6a21\u578b\u4f53\u91cf\u4e0eGPT3\u89c4\u6a21\u76f8\u5f53\u7684Open Pre-trained Transformer (OPT)-175B\u65f6\uff0c\u9047\u5230\u7684\u4e00\u5927\u5de5\u7a0b\u95ee\u9898\u5c31\u662f\u8bad\u7ec3\u4e0d\u7a33\u5b9a\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u53ef\u4ee5\u770b\u5230\u6709\u8bb8\u591a\u8bad\u7ec3\u505c\u6b62\u7684\u65f6\u95f4\u8282\u70b9\uff0c\u539f\u56e0\u6709GPU\u6389\u5361\u3001GPU\u6027\u80fd\u5f02\u5e38\u5bfc\u81f4\u8bad\u7ec3\u610f\u5916\u4e2d\u65ad\u7b49\u3002\u8bad\u7ec3\u7a33\u5b9a\u6027\u548c\u6709\u6548\u7684\u65ad\u70b9\u7eed\u8bad\u662f\u76ee\u524d\u5927\u6a21\u578b\u8bad\u7ec3\u4e2d\u4e9f\u5f85\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n

\u603b\u4e4b\uff0c\u5728\u8d85\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\u5f00\u5c55\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u5982\u679c\u60f3\u8981\u7f29\u77ed\u8bad\u7ec3\u5468\u671f\u3001\u964d\u4f4e\u8bad\u7ec3\u6210\u672c\uff0c\u5c31\u9700\u8981\u89e3\u51b3\u7b97\u529b\u8c03\u5ea6\u3001\u7f51\u7edc\u901a\u4fe1\u3001\u8bad\u7ec3\u7a33\u5b9a\u6027\u7b49\u5404\u79cd\u6311\u6218\u3002\u4e0d\u4ec5\u8981\u7075\u6d3b\u3001\u5145\u5206\u5730\u5229\u7528\u96c6\u7fa4\u5185\u7684\u6240\u6709\u8d44\u6e90\uff0c\u901a\u8fc7\u591a\u79cd\u624b\u6bb5\u4f18\u5316\u6570\u636e\u4f7f\u7528\u3001\u901a\u8baf\uff0c\u8fd8\u8981\u53ca\u65f6\u5904\u7406\u5927\u89c4\u6a21\u8ba1\u7b97\u96c6\u7fa4\u7684\u5f02\u5e38\u3002<\/p>\n

\u4e8c\u3001AIStation\u5168\u6d41\u7a0b\u7b80\u5316\u548c\u63d0\u901f\u5927\u6a21\u578b\u8bad\u7ec3<\/b><\/p>\n

\u6d6a\u6f6e\u4fe1\u606fAIStation\u63d0\u4f9b\u4e86\u7cfb\u7edf\u6027\u8f6f\u786c\u4e00\u4f53\u4f18\u5316\u7684\u5e73\u53f0\u4e0e\u8f6f\u4ef6\u6808\u80fd\u529b\uff0c\u6765\u4fdd\u969c\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u9700\u6c42\u3002AIStation\u5e73\u53f0\u4ece\u8d44\u6e90\u4f7f\u7528\u4e0e\u8c03\u5ea6\u3001\u8bad\u7ec3\u6d41\u7a0b\u4e0e\u4fdd\u969c\u3001\u7b97\u6cd5\u4e0e\u5e94\u7528\u7b49\u89d2\u5ea6\u8fdb\u884c\u4e86\u7cfb\u7edf\u6027\u7684\u4f18\u5316\uff0c\u5b9e\u73b0\u4e86\u5bf9\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u7aef\u5230\u7aef\u4f18\u5316\u548c\u52a0\u901f\u3002<\/p>\n

\n

\"AIStation\u5168\u9762\u652f\u6491\u4e0e\u4fdd\u969c\u5927\u6a21\u578b\u4e1a\u52a1\"<\/a>
AIStation\u5168\u9762\u652f\u6491\u4e0e\u4fdd\u969c\u5927\u6a21\u578b\u4e1a\u52a1<\/span><\/p>\n<\/p><\/div>\n

1.  <\/b>\u6beb\u79d2\u7ea7\u8c03\u5ea6\uff0c\u9ad8\u6548\u4f7f\u7528\u5927\u89c4\u6a21\u7b97\u529b\uff0c\u89e3\u51b3<\/b>\u7b97\u529b\u5229\u7528\u4f4e\u96be\u9898<\/b><\/p>\n

AIStation\u5728\u5927\u6a21\u578b\u8bad\u7ec3\u5b9e\u8df5\u4e2d\uff0c\u9488\u5bf9\u4e91\u539f\u751f\u8c03\u5ea6\u7cfb\u7edf\u6027\u80fd\u505a\u4e86\u4f18\u5316\uff0c\u5b9e\u73b0\u4e86\u4e0a\u5343POD\u6781\u901f\u542f\u52a8\u548c\u73af\u5883\u5c31\u7eea\u3002\u5982\u4e0b\u8868\u6240\u793a\uff0cAIStation\u8c03\u5ea6\u5668\u4e0e\u539f\u751f\u793e\u533a\u7248\u76f8\u6bd4\uff0c\u80fd\u5927\u5e45\u63d0\u5347\u5927\u89c4\u6a21POD\u4efb\u52a1\u7684\u8c03\u5ea6\u6027\u80fd\uff0c\u5c24\u5176\u80fd\u4fdd\u8bc1\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u8ba1\u7b97\u8d44\u6e90\u7684\u8c03\u5ea6\u4f7f\u7528\u3002<\/p>\n

\u88681 \u5927\u89c4\u6a21POD\u8c03\u5ea6\u4efb\u52a1\u6027\u80fd\u5bf9\u6bd4<\/p>\n

\n\n\n\n\n\n
<\/td>\n\n

\u793e\u533a\u8c03\u5ea6\u5668<\/span><\/p>\n<\/td>\n

\n

AIStation\u8c03\u5ea6\u5668<\/span><\/p>\n<\/td>\n

\n

\u6548\u679c\u5bf9\u6bd4<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

1000 pod \u541e\u5410\u91cf<\/span><\/p>\n<\/td>\n

\n

4.97 (pods\/s)<\/span><\/p>\n<\/td>\n

\n

26.31 (pods\/s)<\/span><\/p>\n<\/td>\n

\n

POD\u541e\u5410\u91cf\u63d0\u53475\u500d<\/span><\/p>\n<\/td>\n<\/tr>\n

\n

1000 pod\u8c03\u5ea6\u65f6\u5ef6\/500\u8282\u70b9<\/span><\/p>\n<\/td>\n

\n

100346 ms<\/span><\/p>\n<\/td>\n

\n

18523 ms<\/span><\/p>\n<\/td>\n

\n

\u65f6\u5ef6\u4e0b\u964d5\u500d<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n

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\n

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\n

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<\/div>\n","protected":false},"excerpt":{"rendered":"

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