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AI\u6a21\u62df\u65b0\u6750\u6599\u7684\u6838\u5fc3\u903b\u8f91\uff0c\u662f\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5b66\u4e60\u6d77\u91cf\u6750\u6599\u6570\u636e\uff08\u539f\u5b50\u7ed3\u6784\u3001\u6027\u80fd\u53c2\u6570\u3001\u5408\u6210\u6761\u4ef6\u7b49\uff09\uff0c\u6784\u5efa\u6750\u6599\u6027\u8d28\u9884\u6d4b\u6a21\u578b\uff0c\u8fdb\u800c\u6a21\u62df\u65b0\u6750\u6599\u7684\u5408\u6210\u8fc7\u7a0b\u3001\u6027\u80fd\u8868\u73b0\uff0c\u5b9e\u73b0\u201c\u7406\u6027\u8bbe\u8ba1\u201d\u66ff\u4ee3\u201c\u76f2\u76ee\u8bd5\u9519\u201d\u3002\u8fd9\u4e00\u8fc7\u7a0b\u6d89\u53ca\u4e09\u5927\u6838\u5fc3\u73af\u8282\u2014\u2014\u6d77\u91cf\u6570\u636e\u5904\u7406\u3001\u590d\u6742\u6a21\u578b\u8bad\u7ec3\u3001\u9ad8\u7cbe\u5ea6\u6a21\u62df\u8ba1\u7b97\uff0c\u6bcf\u4e2a\u73af\u8282\u90fd\u5bf9\u7b97\u529b\u63d0\u51fa\u4e86\u6781\u9ad8\u8981\u6c42\uff0c\u800cGPU\u7684\u5e76\u884c\u8ba1\u7b97\u67b6\u6784\uff0c\u6070\u597d\u9002\u914d\u4e86AI\u6a21\u62df\u65b0\u6750\u6599\u7684\u7b97\u529b\u9700\u6c42\uff0c\u8fd9\u4e5f\u662f\u661f\u5b87\u667a\u7b97\u5e03\u5c40\u8be5\u9886\u57df\u7684\u6838\u5fc3\u903b\u8f91\u3002<\/p>\n\n\n\n

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AI\u6a21\u62df\u65b0\u6750\u6599\u7684\u524d\u63d0\uff0c\u662f\u62e5\u6709\u6d77\u91cf\u7684\u6750\u6599\u6570\u636e\u652f\u6491\u2014\u2014\u5305\u62ec\u539f\u5b50\u7ed3\u6784\u6570\u636e\u3001\u70ed\u529b\u5b66\u6027\u80fd\u6570\u636e\u3001\u529b\u5b66\u6027\u80fd\u6570\u636e\u7b49\uff0c\u5355\u4e00\u79cd\u7c7b\u6750\u6599\u7684\u76f8\u5173\u6570\u636e\u5c31\u53ef\u8fbeTB\u7ea7\uff0c\u800c\u7814\u53d1\u4e00\u6b3e\u65b0\u578b\u6750\u6599\uff0c\u5f80\u5f80\u9700\u8981\u6574\u5408\u4e0a\u4e07\u79cd\u76f8\u5173\u6750\u6599\u7684\u6570\u636e\uff0c\u8fdb\u884c\u6570\u636e\u6e05\u6d17\u3001\u7279\u5f81\u63d0\u53d6\u3001\u6807\u6ce8\u5206\u7c7b\u3002\u4f20\u7edfCPU\u7684\u4e32\u884c\u8ba1\u7b97\u6a21\u5f0f\uff0c\u5904\u7406TB\u7ea7\u6570\u636e\u9700\u8981\u6570\u5468\u751a\u81f3\u6570\u6708\u65f6\u95f4\uff0c\u4e25\u91cd\u62d6\u6162AI\u6a21\u578b\u7684\u8bad\u7ec3\u8fdb\u5ea6\u3002<\/p>\n\n\n\n

GPU\u5177\u5907\u6570\u5343\u4e2a\u8ba1\u7b97\u6838\u5fc3\uff0c\u652f\u6301\u591a\u7ebf\u7a0b\u5e76\u884c\u8ba1\u7b97\uff0c\u53ef\u540c\u65f6\u5904\u7406\u6d77\u91cf\u6570\u636e\u7684\u5e76\u884c\u8fd0\u7b97\uff0c\u5c06\u6570\u636e\u5904\u7406\u65f6\u95f4\u4ece\u6570\u6708\u7f29\u77ed\u81f3\u6570\u5929\u751a\u81f3\u6570\u5c0f\u65f6\u3002\u6b63\u5982\u300a2024\u4e2d\u56fd\u7b97\u529b\u53d1\u5c55\u7814\u7a76\u62a5\u544a\u4e4b\u8d85\u667a\u878d\u5408\u6280\u672f\u8def\u7ebf\u4e0e\u8d8b\u52bf\u300b\u6240\u6307\u51fa\uff0c\u8d85\u667a\u878d\u5408\u9700\u4f9d\u6258\u5f3a\u5927\u7684\u5e76\u884c\u7b97\u529b\uff0c\u800cGPU\u4f5c\u4e3a\u901a\u7528\u5168\u7cbe\u5ea6\u9ad8\u7b97\u529b\u82af\u7247\uff0c\u80fd\u591f\u9ad8\u6548\u5904\u7406AI for Science\u573a\u666f\u4e2d\u7684\u6d77\u91cf\u6570\u636e\u3002\u661f\u5b87\u667a\u7b97\u642d\u8f7dA100\u3001H100\u7b49\u9ad8\u7aefGPU\u82af\u7247\u7684\u7b97\u529b\u96c6\u7fa4\uff0c\u652f\u6301100 GiB RDMA\u7f51\u7edc\u4e92\u8054\uff0c\u6570\u636e\u5904\u7406\u6548\u7387\u8f83\u666e\u901aCPU\u63d0\u5347100\u500d\u4ee5\u4e0a\uff0c\u53ef\u5feb\u901f\u5b8c\u6210\u6750\u6599\u6570\u636e\u7684\u6574\u5408\u4e0e\u9884\u5904\u7406\uff0c\u4e3aAI\u6a21\u62df\u6a21\u578b\u8bad\u7ec3\u5960\u5b9a\u57fa\u7840\u3002<\/p>\n\n\n\n

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AI\u6a21\u62df\u65b0\u6750\u6599\u7684\u6838\u5fc3\u662f\u6784\u5efa\u9ad8\u7cbe\u5ea6\u9884\u6d4b\u6a21\u578b\uff0c\u8fd9\u7c7b\u6a21\u578b\u591a\u4e3a\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff08\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3001Transformer\u6a21\u578b\uff09\uff0c\u9700\u8981\u5bf9\u6750\u6599\u7684\u539f\u5b50\u95f4\u76f8\u4e92\u4f5c\u7528\u3001\u7535\u5b50\u7ed3\u6784\u3001\u6676\u4f53\u7ed3\u6784\u7b49\u8fdb\u884c\u7cbe\u51c6\u5efa\u6a21\uff0c\u6a21\u578b\u53c2\u6570\u53ef\u8fbe\u6570\u5341\u4ebf\u751a\u81f3\u4e0a\u767e\u4ebf\uff0c\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u9700\u8981\u8fdb\u884c\u6d77\u91cf\u7684\u77e9\u9635\u8fd0\u7b97\u3001\u68af\u5ea6\u4e0b\u964d\u8ba1\u7b97\u3002\u4f20\u7edfCPU\u7684\u8ba1\u7b97\u80fd\u529b\u6709\u9650\uff0c\u96be\u4ee5\u652f\u6491\u590d\u6742\u6a21\u578b\u7684\u5feb\u901f\u8bad\u7ec3\uff0c\u5f80\u5f80\u9700\u8981\u6570\u6708\u624d\u80fd\u5b8c\u6210\u4e00\u6b21\u6a21\u578b\u8fed\u4ee3\uff0c\u65e0\u6cd5\u6ee1\u8db3\u65b0\u6750\u6599\u5feb\u901f\u7814\u53d1\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

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\uff08\u4e09\uff09\u6838\u5fc3\u9700\u6c423\uff1a\u9ad8\u7cbe\u5ea6\u6a21\u62df\u8ba1\u7b97\uff0cGPU\u4fdd\u969c\u9884\u6d4b\u51c6\u786e\u6027<\/h3>\n\n\n\n

AI\u6a21\u62df\u65b0\u6750\u6599\u7684\u6700\u7ec8\u76ee\u7684\uff0c\u662f\u7cbe\u51c6\u9884\u6d4b\u6750\u6599\u7684\u6027\u80fd\u4e0e\u5408\u6210\u6761\u4ef6\uff0c\u8fd9\u5c31\u8981\u6c42\u6a21\u62df\u8ba1\u7b97\u5177\u5907\u6781\u9ad8\u7684\u7cbe\u5ea6\u2014\u2014\u9700\u8981\u6a21\u62df\u539f\u5b50\u7ea7\u522b\u7684\u76f8\u4e92\u4f5c\u7528\u3001\u7535\u5b50\u8f6c\u79fb\u8fc7\u7a0b\uff0c\u751a\u81f3\u662f\u6750\u6599\u5728\u6781\u7aef\u73af\u5883\u4e0b\u7684\u6027\u80fd\u53d8\u5316\uff0c\u8fd9\u5bf9\u7b97\u529b\u7684\u7cbe\u5ea6\u548c\u7a33\u5b9a\u6027\u8981\u6c42\u6781\u9ad8\u3002\u4f20\u7edfCPU\u7684\u8ba1\u7b97\u7cbe\u5ea6\u6709\u9650\uff0c\u4e14\u5728\u957f\u65f6\u95f4\u9ad8\u5f3a\u5ea6\u8ba1\u7b97\u4e2d\u6613\u51fa\u73b0\u5361\u987f\u3001\u5d29\u6e83\uff0c\u5bfc\u81f4\u6a21\u62df\u7ed3\u679c\u504f\u5dee\u8f83\u5927\uff0c\u65e0\u6cd5\u4e3a\u5b9e\u9a8c\u63d0\u4f9b\u53ef\u9760\u53c2\u8003\u3002<\/p>\n\n\n\n

GPU\u652f\u6301\u5168\u7cbe\u5ea6\u548c\u6df7\u5408\u7cbe\u5ea6\u8ba1\u7b97\uff0c\u80fd\u591f\u7cbe\u51c6\u5904\u7406\u539f\u5b50\u7ea7\u522b\u7684\u6a21\u62df\u8ba1\u7b97\uff0c\u540c\u65f6\u5177\u5907\u5f3a\u5927\u7684\u7a33\u5b9a\u6027\uff0c\u53ef\u652f\u6301\u957f\u65f6\u95f4\u9ad8\u5f3a\u5ea6\u8ba1\u7b97\uff0c\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002\u661f\u5b87\u667a\u7b97\u7684GPU\u7b97\u529b\u5e73\u53f0\u91c7\u7528\u8d85\u89c4\u6a21\u5197\u4f59\u67b6\u6784\uff0c\u786c\u4ef6\u5197\u4f59\u738735%\uff0c\u5355\u53f0\u670d\u52a1\u5668\u6545\u969c\u65f6\uff0c\u4efb\u52a1\u53ef\u572830\u79d2\u5185\u81ea\u52a8\u8fc1\u79fb\u81f3\u5907\u7528\u8282\u70b9\uff0c\u907f\u514d\u8ba1\u7b97\u4e2d\u65ad\uff0c\u4fdd\u969c\u9ad8\u7cbe\u5ea6\u6a21\u62df\u8ba1\u7b97\u7684\u6301\u7eed\u63a8\u8fdb\u3002\u8fd9\u79cd\u7b97\u529b\u4f18\u52bf\uff0c\u6070\u597d\u5951\u5408\u4e86\u6750\u6599\u79d1\u5b66\u4e2d\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7684\u9700\u6c42\uff0c\u53ef\u52a9\u529b\u79d1\u7814\u4eba\u5458\u5b9e\u73b0\u539f\u5b50\u7ea7\u522b\u7684\u7cbe\u51c6\u6a21\u62df\uff0c\u5927\u5e45\u63d0\u5347\u65b0\u6750\u6599\u7814\u53d1\u7684\u6210\u529f\u7387\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u884c\u4e1a\u75db\u70b9\uff1aAI\u6a21\u62df\u65b0\u6750\u6599\uff0c\u7b97\u529b\u5c42\u9762\u7684\u4e09\u5927\u6838\u5fc3\u56f0\u5883<\/h2>\n\n\n\n

\u5c3d\u7ba1GPU\u7b97\u529b\u4e3aAI\u6a21\u62df\u65b0\u6750\u6599\u63d0\u4f9b\u4e86\u6838\u5fc3\u652f\u6491\uff0c\u4f46\u5f53\u524d\u79d1\u7814\u673a\u6784\u4e0e\u4f01\u4e1a\u5728\u843d\u5730\u8fc7\u7a0b\u4e2d\uff0c\u4ecd\u9762\u4e34\u7b97\u529b\u4e0d\u8db3\u3001\u6210\u672c\u8fc7\u9ad8\u3001\u6280\u672f\u9002\u914d\u6027\u5dee\u7b49\u4e09\u5927\u6838\u5fc3\u56f0\u5883\uff0c\u8fd9\u4e9b\u56f0\u5883\u4e0d\u4ec5\u5236\u7ea6\u4e86AI\u6a21\u62df\u6280\u672f\u7684\u89c4\u6a21\u5316\u5e94\u7528\uff0c\u4e5f\u963b\u788d\u4e86\u65b0\u6750\u6599\u7814\u53d1\u7684\u6548\u7387\u63d0\u5347\uff0c\u800c\u661f\u5b87\u667a\u7b97\u7684\u7b97\u529b\u670d\u52a1\uff0c\u6070\u597d\u7cbe\u51c6\u7834\u89e3\u4e86\u8fd9\u4e9b\u75db\u70b9\u3002<\/p>\n\n\n\n

\uff08\u4e00\uff09\u75db\u70b9\u4e00\uff1a\u9ad8\u7aef\u7b97\u529b\u7f3a\u53e3\u5927\uff0c\u96be\u4ee5\u652f\u6491\u9ad8\u7cbe\u5ea6\u6a21\u62df<\/h3>\n\n\n\n

AI\u6a21\u62df\u65b0\u6750\u6599\u5bf9GPU\u7b97\u529b\u7684\u8981\u6c42\u6781\u9ad8\uff0c\u5c24\u5176\u662f\u9ad8\u7aefGPU\uff08\u5982A100\u3001H100\uff09\uff0c\u5355\u53f0\u9ad8\u7aefGPU\u7684\u4ef7\u683c\u53ef\u8fbe\u6570\u5341\u4e07\u5143\uff0c\u642d\u5efa\u4e00\u5957\u6ee1\u8db3\u79d1\u7814\u9700\u6c42\u7684GPU\u7b97\u529b\u96c6\u7fa4\uff0c\u521d\u671f\u6295\u5165\u53ef\u8fbe\u6570\u767e\u4e07\u5143\uff0c\u8fd9\u5bf9\u4e8e\u591a\u6570\u79d1\u7814\u673a\u6784\u548c\u4e2d\u5c0f\u578b\u4f01\u4e1a\u800c\u8a00\uff0c\u8d44\u91d1\u538b\u529b\u5de8\u5927\u3002\u6b64\u5916\uff0c\u9ad8\u7aefGPU\u82af\u7247\u4f9b\u5e94\u7d27\u5f20\uff0c\u96be\u4ee5\u5feb\u901f\u83b7\u53d6\uff0c\u5bfc\u81f4\u5f88\u591a\u79d1\u7814\u9879\u76ee\u56e0\u7b97\u529b\u4e0d\u8db3\uff0c\u65e0\u6cd5\u5f00\u5c55\u9ad8\u7cbe\u5ea6\u6a21\u62df\u8ba1\u7b97\uff0c\u53ea\u80fd\u505c\u7559\u5728\u7406\u8bba\u7814\u7a76\u9636\u6bb5\u3002<\/p>\n\n\n\n

\u636e\u8d5b\u8fea\u987e\u95ee\u53d1\u5e03\u7684\u767d\u76ae\u4e66\u663e\u793a\uff0c\u5f53\u524d\u6750\u6599\u7814\u53d1\u4e2dAI\u7684\u53c2\u4e0e\u5360\u6bd4\u4e0d\u8db32%\uff0c\u5176\u4e2d\u7b97\u529b\u4e0d\u8db3\u662f\u6838\u5fc3\u5236\u7ea6\u56e0\u7d20\u4e4b\u4e00\u3002\u5f88\u591a\u79d1\u7814\u673a\u6784\u56e0\u7f3a\u4e4f\u9ad8\u7aef\u7b97\u529b\u652f\u6491\uff0c\u65e0\u6cd5\u5b9e\u73b0\u5927\u89c4\u6a21\u5206\u5b50\u6a21\u62df\u3001\u7535\u5b50\u7ed3\u6784\u8ba1\u7b97\uff0c\u5bfc\u81f4AI\u6a21\u62df\u7684\u7cbe\u5ea6\u548c\u6548\u7387\u5927\u6253\u6298\u6263\uff0c\u96be\u4ee5\u53d1\u6325\u5176\u6838\u5fc3\u4ef7\u503c\u3002<\/p>\n\n\n\n

\uff08\u4e8c\uff09\u75db\u70b9\u4e8c\uff1a\u7b97\u529b\u6210\u672c\u8fc7\u9ad8\uff0c\u4e2d\u5c0f\u4e3b\u4f53\u96be\u4ee5\u627f\u62c5<\/h3>\n\n\n\n

\u9664\u4e86\u521d\u671f\u7684\u786c\u4ef6\u6295\u5165\uff0cGPU\u7b97\u529b\u7684\u8fd0\u7ef4\u6210\u672c\u4e5f\u5c45\u9ad8\u4e0d\u4e0b\u2014\u2014\u9ad8\u7aefGPU\u7684\u80fd\u8017\u6781\u9ad8\uff0c\u4e00\u5957GPU\u7b97\u529b\u96c6\u7fa4\u6bcf\u5e74\u7684\u7535\u8d39\u53ef\u8fbe\u6570\u5341\u4e07\u5143\uff0c\u540c\u65f6\u9700\u8981\u4e13\u4e1a\u7684\u6280\u672f\u4eba\u5458\u8fdb\u884c\u8fd0\u7ef4\uff0c\u5904\u7406\u786c\u4ef6\u6545\u969c\u3001\u4f18\u5316\u7b97\u529b\u8c03\u5ea6\uff0c\u8fd9\u8fdb\u4e00\u6b65\u589e\u52a0\u4e86\u79d1\u7814\u673a\u6784\u548c\u4f01\u4e1a\u7684\u8d1f\u62c5\u3002\u5bf9\u4e8e\u4e2d\u5c0f\u578b\u4f01\u4e1a\u548c\u9ad8\u6821\u79d1\u7814\u56e2\u961f\u800c\u8a00\uff0c\u96be\u4ee5\u627f\u62c5\u957f\u671f\u7684\u7b97\u529b\u6295\u5165\uff0c\u53ea\u80fd\u4f9d\u8d56\u6709\u9650\u7684\u7b97\u529b\u8d44\u6e90\uff0c\u9650\u5236\u4e86\u65b0\u6750\u6599\u7814\u53d1\u7684\u8fdb\u5ea6\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0c\u65b0\u6750\u6599\u7814\u53d1\u7684\u7b97\u529b\u9700\u6c42\u5177\u6709\u6ce2\u52a8\u6027\u2014\u2014\u5728\u6a21\u578b\u8bad\u7ec3\u3001\u6a21\u62df\u8ba1\u7b97\u7684\u9ad8\u5cf0\u671f\uff0c\u9700\u8981\u5927\u91cf\u7b97\u529b\u652f\u6491\uff0c\u800c\u5728\u6570\u636e\u6574\u7406\u3001\u5b9e\u9a8c\u9a8c\u8bc1\u9636\u6bb5\uff0c\u7b97\u529b\u9700\u6c42\u8f83\u4f4e\uff0c\u5bfc\u81f4\u7b97\u529b\u8d44\u6e90\u95f2\u7f6e\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u7b97\u529b\u4f7f\u7528\u6210\u672c\uff0c\u9020\u6210\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n\n\n\n

\uff08\u4e09\uff09\u75db\u70b9\u4e09\uff1a\u6280\u672f\u9002\u914d\u6027\u5dee\uff0c\u7b97\u529b\u4e0e\u573a\u666f\u8131\u8282<\/h3>\n\n\n\n

AI\u6a21\u62df\u65b0\u6750\u6599\u6d89\u53ca\u6750\u6599\u79d1\u5b66\u3001AI\u7b97\u6cd5\u3001\u7b97\u529b\u8c03\u5ea6\u7b49\u591a\u4e2a\u9886\u57df\uff0c\u9700\u8981\u7b97\u529b\u5e73\u53f0\u4e0e\u6750\u6599\u79d1\u5b66\u573a\u666f\u6df1\u5ea6\u9002\u914d\u2014\u2014\u4f8b\u5982\uff0c\u4e0d\u540c\u7c7b\u578b\u7684\u65b0\u6750\u6599\uff08\u65b0\u80fd\u6e90\u7535\u6c60\u6750\u6599\u3001\u534a\u5bfc\u4f53\u6750\u6599\u3001\u9ad8\u5206\u5b50\u6750\u6599\uff09\uff0c\u5176\u6a21\u62df\u8ba1\u7b97\u7684\u9700\u6c42\u4e0d\u540c\uff0c\u9700\u8981\u9488\u5bf9\u6027\u4f18\u5316\u7b97\u529b\u914d\u7f6e\u3001\u6a21\u578b\u53c2\u6570\u3002\u4f46\u5f53\u524d\u591a\u6570\u7b97\u529b\u5e73\u53f0\u7f3a\u4e4f\u573a\u666f\u5316\u9002\u914d\u80fd\u529b\uff0c\u63d0\u4f9b\u7684\u662f\u901a\u7528\u578b\u7b97\u529b\u670d\u52a1\uff0c\u65e0\u6cd5\u6ee1\u8db3\u4e0d\u540c\u6750\u6599\u7814\u53d1\u7684\u4e2a\u6027\u5316\u9700\u6c42\u3002<\/p>\n\n\n\n

\u540c\u65f6\uff0c\u591a\u6570\u79d1\u7814\u4eba\u5458\u7f3a\u4e4f\u7b97\u529b\u8c03\u5ea6\u3001\u6a21\u578b\u4f18\u5316\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u96be\u4ee5\u5c06GPU\u7b97\u529b\u4e0eAI\u6a21\u62df\u6a21\u578b\u9ad8\u6548\u7ed3\u5408\uff0c\u5bfc\u81f4\u7b97\u529b\u5229\u7528\u7387\u4f4e\u4e0b\uff0c\u65e0\u6cd5\u5145\u5206\u53d1\u6325GPU\u7b97\u529b\u7684\u4f18\u52bf\u3002\u6b63\u5982\u6c6a\u6797\u671b\u6559\u6388\u6240\u8a00\uff0cAI\u4e0e\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7684\u878d\u5408\u9700\u8981\u7b97\u529b\u4e0e\u573a\u666f\u7684\u6df1\u5ea6\u9002\u914d\uff0c\u5426\u5219\u96be\u4ee5\u5b9e\u73b0\u7814\u53d1\u6548\u7387\u7684\u771f\u6b63\u63d0\u5347\u3002<\/p>\n\n\n\n

\u4e09\u3001\u661f\u5b87\u667a\u7b97\u5b9e\u8df5\uff1aGPU\u7b97\u529b\u8d4b\u80fd\uff0c\u7834\u89e3\u65b0\u6750\u6599AI\u6a21\u62df\u56f0\u5c40<\/h2>\n\n\n\n

\u9762\u5bf9AI\u6a21\u62df\u65b0\u6750\u6599\u7684\u7b97\u529b\u56f0\u5883\uff0c\u661f\u5b87\u667a\u7b97\u7acb\u8db3\u81ea\u8eabGPU\u7b97\u529b\u79df\u8d41\u7684\u6838\u5fc3\u4f18\u52bf\uff0c\u4ee5\u201c\u573a\u666f\u9002\u914d\u3001\u6210\u672c\u4f18\u5316\u3001\u6280\u672f\u8d4b\u80fd\u201d\u4e3a\u6838\u5fc3\uff0c\u63a8\u51fa\u9488\u5bf9\u6027\u7684\u7b97\u529b\u89e3\u51b3\u65b9\u6848\uff0c\u6df1\u5ea6\u9002\u914d\u6750\u6599\u79d1\u5b66AI\u6a21\u62df\u573a\u666f\uff0c\u52a9\u529b\u79d1\u7814\u673a\u6784\u4e0e\u4f01\u4e1a\u7a81\u7834\u7814\u53d1\u74f6\u9888\uff0c\u6210\u4e3aAI\u6a21\u62df\u65b0\u6750\u6599\u9886\u57df\u7684\u7b97\u529b\u6807\u6746\uff0c\u5176\u6838\u5fc3\u5b9e\u8df5\u96c6\u4e2d\u5728\u4e09\u4e2a\u65b9\u9762\u3002<\/p>\n\n\n\n

\uff08\u4e00\uff09\u642d\u5efa\u9ad8\u7aef\u7b97\u529b\u96c6\u7fa4\uff0c\u8865\u9f50\u7b97\u529b\u7f3a\u53e3<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u805a\u7126AI\u6a21\u62df\u65b0\u6750\u6599\u7684\u7b97\u529b\u9700\u6c42\uff0c\u642d\u5efa\u4e86\u8d85\u5927\u89c4\u6a21\u7684\u5f02\u6784GPU\u7b97\u529b\u96c6\u7fa4\uff0c\u642d\u8f7dA100\u3001H100\u7b49\u9ad8\u7aefGPU\u82af\u7247\uff0c\u540c\u65f6\u5f15\u5165\u6607\u817e910B\u3001\u6d77\u5149DCU\u7b49\u56fd\u4ea7\u9ad8\u7aef\u82af\u7247\uff0c\u5f62\u6210\u201c\u9ad8\u7aef\u901a\u7528+\u56fd\u4ea7\u66ff\u4ee3\u201d\u7684\u7b97\u529b\u5e03\u5c40\uff0c\u53ef\u6ee1\u8db3\u4e0d\u540c\u79d1\u7814\u573a\u666f\u7684\u9ad8\u7cbe\u5ea6\u6a21\u62df\u9700\u6c42\u3002\u96c6\u7fa4\u652f\u6301100 GiB RDMA\u7f51\u7edc\u4e92\u8054\uff0c\u5e76\u884c\u8ba1\u7b97\u6548\u7387\u8f83\u666e\u901aGPU\u96c6\u7fa4\u63d0\u534730%\u4ee5\u4e0a\uff0c\u80fd\u591f\u8f7b\u677e\u652f\u6491TB\u7ea7\u6750\u6599\u6570\u636e\u5904\u7406\u3001\u767e\u4ebf\u53c2\u6570AI\u6a21\u578b\u8bad\u7ec3\uff0c\u4ee5\u53ca\u539f\u5b50\u7ea7\u522b\u7684\u9ad8\u7cbe\u5ea6\u6a21\u62df\u8ba1\u7b97\u3002<\/p>\n\n\n\n

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