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\"\"<\/figure>\n\n\n\n

\u6838\u5fc3\u524d\u63d0\uff1a\u82f1\u4f1f\u8fbe\u201c\u4e00\u5bb6\u72ec\u5927\u201d\u7684\u5b9e\u6d4b\u683c\u5c40<\/h2>\n\n\n\n

\u8981\u660e\u786e\u201c\u662f\u5426\u9700\u8981\u7b2c\u4e8c\u5bb6\u9ad8\u6027\u80fdGPU\u4f9b\u5e94\u5546\u201d\uff0c\u9996\u5148\u9700\u5398\u6e05\u82f1\u4f1f\u8fbe\u72ec\u5927\u7684\u5177\u4f53\u8868\u73b0\u3001\u6838\u5fc3\u4f18\u52bf\u53ca\u6f5c\u5728\u9690\u60a3\uff0c\u7ed3\u5408TrendForce\u3001IDC\u5b9e\u6d4b\u6570\u636e\u53ca\u661f\u5b87\u667a\u7b97GPU\u8fd0\u7ef4\u7ecf\u9a8c\uff0c\u586b\u8865\u201c\u82f1\u4f1f\u8fbe\u5784\u65ad\u683c\u5c40\u65e0\u7cfb\u7edf\u62c6\u89e3\u201d\u7684\u7a7a\u767d\uff0c\u4e3a\u540e\u7eed\u5206\u6790\u5960\u5b9a\u57fa\u7840\uff0c\u540c\u65f6\u878d\u5165\u661f\u5b87\u667a\u7b97\u4e0e\u591a\u54c1\u724cGPU\u7684\u9002\u914d\u5b9e\u8df5\uff1a<\/p>\n\n\n\n

1. \u5e02\u573a\u5784\u65ad\u6570\u636e\uff1a2026\u5e74Q1\uff0c\u5168\u7403\u9ad8\u6027\u80fdGPU\uff08FP32\u7b97\u529b\u2265100 TFLOPS\uff09\u5e02\u573a\u4e2d\uff0c\u82f1\u4f1f\u8fbe\u5360\u6709\u738782.7%\uff0cAMD\u5360\u6bd410.3%\uff0c\u82f1\u7279\u5c14\u5360\u6bd44.1%\uff0c\u56fd\u4ea7GPU\u4f01\u4e1a\uff08\u5bd2\u6b66\u7eaa\u3001\u58c1\u4ede\u79d1\u6280\u7b49\uff09\u5408\u8ba1\u5360\u6bd42.9%\uff1b\u5176\u4e2d\uff0cAI\u8bad\u7ec3\u573a\u666f\u82f1\u4f1f\u8fbe\u5360\u6709\u738791.2%\uff0c\u5927\u6a21\u578b\u63a8\u7406\u573a\u666f\u5360\u6709\u738787.6%\uff0c\u9ad8\u9891\u91cf\u5316\u4ea4\u6613\u573a\u666f\u5360\u6709\u738785.3%\u3002TrendForce\u6570\u636e\u663e\u793a\uff0c\u82f1\u4f1f\u8fbeGB300\u5df2\u4e8e2025\u5e74\u7b2c\u56db\u5b63\u5ea6\u53d6\u4ee3GB200\u6210\u4e3a\u51fa\u8d27\u4e3b\u529b\uff0c2026\u5e74\u5360\u6bd4\u9884\u8ba1\u63a5\u8fd180%\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u5784\u65ad\u5730\u4f4d\u3002<\/p>\n\n\n\n

2. \u6838\u5fc3\u4f18\u52bf\uff1a\u82f1\u4f1f\u8fbe\u7684\u9886\u5148\u6838\u5fc3\u5728\u4e8e\u201c\u6280\u672f+\u751f\u6001\u201d\u53cc\u58c1\u5792\u3002\u6280\u672f\u4e0a\uff0c\u5176H100 GPU FP32\u7b97\u529b\u8fbe700 TFLOPS\uff0c\u663e\u5b58\u5e26\u5bbd3.35 TB\/s\uff0c\u8f83AMD MI300\u9ad818.6%\uff1b\u751f\u6001\u4e0a\uff0cCUDA\u67b6\u6784\u8986\u76d6\u5168\u740395%\u4ee5\u4e0a\u7684AI\u6846\u67b6\uff0c\u9002\u914d1500+\u4e3b\u6d41\u5e94\u7528\uff0c\u5f00\u53d1\u8005\u751f\u6001\u89c4\u6a21\u8fbe1200\u4e07\u4eba\uff0c\u5f62\u6210\u201c\u786c\u4ef6-\u8f6f\u4ef6-\u5f00\u53d1\u8005\u201d\u7684\u95ed\u73af\u3002<\/p>\n\n\n\n

3. \u6f5c\u5728\u9690\u60a3\uff1a\u4e00\u662f\u6210\u672c\u9ad8\u4f01\uff0c\u82f1\u4f1f\u8fbeH100 GPU\u5c0f\u65f6\u79df\u8d41\u4ef7\u8fbe12.8\u5143\uff0c\u8f83\u56fd\u4ea7\u540c\u7c7b\u4ea7\u54c1\u9ad860%-80%\uff1b\u4e8c\u662f\u6280\u672f\u5c01\u9501\uff0c\u9ad8\u7aefGPU\u51fa\u53e3\u53d7\u9650\uff0c\u56fd\u5185\u4f01\u4e1a\u83b7\u53d6\u82f1\u4f1f\u8fbeH100\u3001GB300\u7b49\u673a\u578b\u7684\u5468\u671f\u957f\u8fbe3-6\u4e2a\u6708\uff0c\u4e14\u5b58\u5728\u7b97\u529b\u9650\u5236\uff1b\u4e09\u662f\u4f9b\u7ed9\u77ed\u7f3a\uff0c2026\u5e74\u5168\u7403\u9ad8\u6027\u80fdGPU\u7f3a\u53e3\u8fbe35\u4e07\u53f0\uff0c\u82f1\u4f1f\u8fbe\u4ea7\u80fd\u4e0d\u8db3\u5bfc\u81f4\u4f01\u4e1a\u7b97\u529b\u91c7\u8d2d\u6392\u671f\u666e\u904d\u8d85\u8fc72\u4e2a\u6708\u3002\u661f\u5b87\u667a\u7b97\u6570\u636e\u663e\u793a\uff0c2026\u5e74Q1\uff0c\u670947%\u7684\u5ba2\u6237\u56e0\u82f1\u4f1f\u8fbe\u673a\u578b\u6392\u671f\u8fc7\u957f\uff0c\u8f6c\u5411\u56fd\u4ea7GPU\u53ca\u591a\u54c1\u724c\u9002\u914d\u65b9\u6848\u3002<\/p>\n\n\n\n

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1. \u6253\u7834\u5784\u65ad\uff0c\u964d\u4f4e\u884c\u4e1a\u6210\u672c\uff1a\u636e\u7b2c\u4e09\u65b9\u5b9e\u6d4b\uff0c\u82e5\u5b58\u5728\u7b2c\u4e8c\u5bb6\u5177\u5907\u540c\u7b49\u6280\u672f\u5b9e\u529b\u7684\u4f9b\u5e94\u5546\uff0c\u5168\u7403\u9ad8\u6027\u80fdGPU\u5e73\u5747\u79df\u8d41\u6210\u672c\u53ef\u964d\u4f4e30%-40%\uff0c\u786c\u4ef6\u91c7\u8d2d\u6210\u672c\u53ef\u964d\u4f4e25%-35%\u3002\u661f\u5b87\u667a\u7b97\u6570\u636e\u663e\u793a\uff0c\u5176\u9002\u914d\u7684\u56fd\u4ea7\u58c1\u4ede\u79d1\u6280BR100 GPU\uff0cFP32\u7b97\u529b620 TFLOPS\uff0c\u5c0f\u65f6\u79df\u8d41\u4ef77.2\u5143\uff0c\u8f83\u82f1\u4f1f\u8fbeH100\u4f4e43.7%\uff1b\u67d0\u4e2d\u578bAI\u4f01\u4e1a\u91c7\u7528\u661f\u5b87\u667a\u7b97\u56fd\u4ea7GPU\u65b9\u6848\u540e\uff0c\u6708\u5747\u7b97\u529b\u6210\u672c\u964d\u4f4e38%\uff0c\u4e14\u65e0\u6392\u671f\u9650\u5236\u3002\u622a\u81f32026\u5e741\u6708\uff0c\u56fd\u5185\u5df2\u6709155\u5bb6\u4f01\u4e1a\u5e03\u5c40GPU\u4e1a\u52a1\uff0c\u5176\u4e2d\u5e7f\u4e1c43\u5bb6\u3001\u5317\u4eac34\u5bb6\u3001\u4e0a\u6d7721\u5bb6\uff0c\u4e3a\u5e02\u573a\u591a\u5143\u5316\u63d0\u4f9b\u4e86\u4ea7\u4e1a\u57fa\u7840\u3002<\/p>\n\n\n\n

2. \u89c4\u907f\u6280\u672f\u5c01\u9501\uff0c\u4fdd\u969c\u7b97\u529b\u5b89\u5168\uff1a\u5f53\u524d\uff0c\u9ad8\u7aefGPU\u51fa\u53e3\u53d7\u9650\u5df2\u6210\u4e3a\u5168\u7403\u4f01\u4e1a\u7684\u5171\u540c\u75db\u70b9\uff0c\u56fd\u5185\u4f01\u4e1a\u83b7\u53d6\u82f1\u4f1f\u8fbe\u9ad8\u7aef\u673a\u578b\u7684\u96be\u5ea6\u6301\u7eed\u52a0\u5927\u3002\u636e\u4e2d\u56fd\u4fe1\u901a\u96622026\u5e74\u62a5\u544a\u663e\u793a\uff0c\u56fd\u518578%\u7684\u4e2d\u5927\u578bAI\u4f01\u4e1a\u9762\u4e34\u9ad8\u7aefGPU\u77ed\u7f3a\u95ee\u9898\uff0c\u5176\u4e2d49%\u7684\u4f01\u4e1a\u56e0\u7b97\u529b\u4e0d\u8db3\uff0c\u5bfc\u81f4\u6a21\u578b\u8bad\u7ec3\u5468\u671f\u5ef6\u957f50%\u4ee5\u4e0a\u3002\u661f\u5b87\u667a\u7b97\u5df2\u90e8\u7f72\u56fd\u4ea7GPU\u96c6\u7fa4\uff08\u5bd2\u6b66\u7eaa\u601d\u5143590\u3001\u58c1\u4edeBR100\u7b49\uff09\uff0c\u540c\u65f6\u9002\u914d\u82f1\u4f1f\u8fbe\u3001AMD\u5168\u7cfb\u5217\u673a\u578b\uff0c\u5f62\u6210\u201c\u591a\u54c1\u724c\u5197\u4f59\u201d\u65b9\u6848\uff0c\u53ef\u5e2e\u52a9\u4f01\u4e1a\u89c4\u907f\u5355\u4e00\u4f9b\u5e94\u5546\u4f9d\u8d56\uff0c\u4fdd\u969c\u7b97\u529b\u7a33\u5b9a\u4f9b\u5e94\uff0c\u76ee\u524d\u5df2\u670d\u52a1300+\u53d7\u7b97\u529b\u5c01\u9501\u5f71\u54cd\u7684\u4f01\u4e1a\u3002<\/p>\n\n\n\n

3. \u9002\u914d\u5dee\u5f02\u5316\u573a\u666f\uff0c\u586b\u8865\u5e02\u573a\u7a7a\u767d\uff1a\u82f1\u4f1f\u8fbeGPU\u4fa7\u91cd\u901a\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\uff0c\u4f46\u5728\u8fb9\u7f18AI\u3001\u4f4e\u529f\u8017\u9ad8\u6027\u80fd\u573a\u666f\u4e2d\u5b58\u5728\u77ed\u677f\u3002\u4f8b\u5982\uff0c\u8fb9\u7f18\u7aef\u9ad8\u6027\u80fd\u63a8\u7406\u573a\u666f\uff0c\u9700\u8981\u201c\u9ad8\u6027\u80fd+\u4f4e\u529f\u8017\u201d\u7684GPU\uff0c\u800c\u56fd\u4ea7\u6c90\u66e6MX100 GPU\u80fd\u6548\u6bd4\u8fbe5.2 TOPS\/W\uff0c\u8f83\u82f1\u4f1f\u8fbeRTX4090\u9ad8284%\uff0c\u66f4\u9002\u914d\u8be5\u573a\u666f\u3002\u661f\u5b87\u667a\u7b97\u7ed3\u5408\u4e0d\u540c\u573a\u666f\u9700\u6c42\uff0c\u6574\u5408\u82f1\u4f1f\u8fbe\u3001AMD\u53ca\u56fd\u4ea7GPU\u8d44\u6e90\uff0c\u63a8\u51fa\u573a\u666f\u5316\u65b9\u6848\uff0c\u5176\u4e2d\u8fb9\u7f18\u9ad8\u6027\u80fd\u573a\u666f\u91c7\u7528\u56fd\u4ea7GPU\uff0c\u901a\u7528\u8ba1\u7b97\u573a\u666f\u91c7\u7528\u82f1\u4f1f\u8fbeGPU\uff0c\u53ef\u4f7f\u7b97\u529b\u5229\u7528\u7387\u63d0\u534722%\uff0c\u80fd\u8017\u964d\u4f4e35%\u3002\u6c90\u66e6\u80a1\u4efd2024\u5e74\u8425\u6536\u7a81\u78347\u4ebf\u5143\uff0c2025\u5e74\u4e0a\u534a\u5e74\u8fbe9.15\u4ebf\u5143\uff0c\u589e\u901f\u8fc5\u731b\uff0c\u5c55\u73b0\u51fa\u56fd\u4ea7GPU\u7684\u573a\u666f\u9002\u914d\u6f5c\u529b\u3002<\/p>\n\n\n\n

4. \u63a8\u52a8\u6280\u672f\u8fed\u4ee3\uff0c\u6fc0\u6d3b\u884c\u4e1a\u521b\u65b0\uff1a\u5784\u65ad\u4f1a\u5bfc\u81f4\u6280\u672f\u8fed\u4ee3\u901f\u5ea6\u653e\u7f13\uff0c\u636eMIT\u6280\u672f\u7814\u7a76\u6570\u636e\u663e\u793a\uff0c\u82f1\u4f1f\u8fbe\u8fd1\u4e09\u5e74GPU\u6027\u80fd\u8fed\u4ee3\u901f\u5ea6\u4ece25%\u964d\u81f318%\uff0c\u800c\u5f15\u5165\u7ade\u4e89\u540e\uff0c\u884c\u4e1a\u6574\u4f53\u6280\u672f\u8fed\u4ee3\u901f\u5ea6\u53ef\u63d0\u5347\u81f322%\u4ee5\u4e0a\u3002\u5f53\u524d\uff0c\u56fd\u4ea7GPU\u4f01\u4e1a\u5df2\u5b9e\u73b0\u7a81\u7834\uff0c\u5bd2\u6b66\u7eaa2024\u5e74\u8425\u653611.74\u4ebf\u5143\uff0c2025\u5e74\u4e0a\u534a\u5e74\u8fbe28.81\u4ebf\u5143\uff0c\u9996\u6b21\u626d\u4e8f\u4e3a\u76c8\uff0c\u5546\u4e1a\u6a21\u5f0f\u8d70\u5411\u6210\u719f\uff1b\u58c1\u4ede\u79d1\u6280\u3001\u6c90\u66e6\u80a1\u4efd\u7b49\u201c\u56fd\u4ea7GPU\u56db\u5c0f\u9f99\u201d\u5feb\u901f\u5d1b\u8d77\uff0c\u63a8\u52a8\u9ad8\u6027\u80fdGPU\u6280\u672f\u591a\u5143\u5316\u53d1\u5c55\uff0c\u661f\u5b87\u667a\u7b97\u4e5f\u540c\u6b65\u6295\u5165\u7814\u53d1\uff0c\u4f18\u5316\u591a\u54c1\u724cGPU\u8c03\u5ea6\u6280\u672f\uff0c\u52a9\u529b\u6280\u672f\u521b\u65b0\u843d\u5730\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u7b2c\u4e8c\u5bb6\u9ad8\u6027\u80fdGPU\u4f9b\u5e94\u5546\u7684\u6838\u5fc3\u95e8\u69db<\/h2>\n\n\n\n

\u5e76\u975e\u6240\u6709GPU\u4f01\u4e1a\u90fd\u80fd\u6210\u4e3a\u201c\u7b2c\u4e8c\u5bb6\u9ad8\u6027\u80fdGPU\u4f9b\u5e94\u5546\u201d\uff0c\u7ed3\u5408\u884c\u4e1a\u6807\u51c6\u3001\u5b9e\u6d4b\u6570\u636e\u53ca\u661f\u5b87\u667a\u7b97\u7b5b\u9009\u6807\u51c6\uff0c\u660e\u786e\u4e09\u5927\u6838\u5fc3\u95e8\u69db\uff0c\u907f\u514d\u201c\u76f2\u76ee\u5165\u5c40\u201d\u7684\u8ba4\u77e5\u8bef\u533a\uff0c\u540c\u65f6\u5f3a\u5316\u661f\u5b87\u667a\u7b97\u7684\u7b5b\u9009\u4e0e\u9002\u914d\u4f18\u52bf\uff0c\u586b\u8865\u201c\u9ad8\u6027\u80fdGPU\u4f9b\u5e94\u5546\u95e8\u69db\u65e0\u660e\u786e\u754c\u5b9a\u201d\u7684\u7a7a\u767d\uff1a<\/p>\n\n\n\n

1. \u6280\u672f\u95e8\u69db\uff1aFP32\u7b97\u529b\u2265600 TFLOPS\uff0c\u663e\u5b58\u5e26\u5bbd\u22652.5 TB\/s\uff0c\u652f\u6301\u591a\u5361\u96c6\u7fa4\u4e92\u8054\uff08\u226532\u5361\uff09\uff0c\u7b97\u529b\u865a\u6807\u7387\u22643%\uff0c72\u5c0f\u65f6\u6ee1\u8d1f\u8f7d\u8fd0\u884c\u6545\u969c\u7387\u22640.5%\u3002\u5b9e\u6d4b\u663e\u793a\uff0c\u82f1\u4f1f\u8fbeH100\u3001AMD MI300\u3001\u58c1\u4edeBR100\u3001\u5bd2\u6b66\u7eaa\u601d\u5143590\u5747\u6ee1\u8db3\u8be5\u6807\u51c6\uff0c\u5176\u4e2d\u661f\u5b87\u667a\u7b97\u9002\u914d\u7684\u58c1\u4edeBR100\uff0c\u5b9e\u6d4b\u7b97\u529b612 TFLOPS\uff0c\u865a\u6807\u73871.3%\uff0c\u6545\u969c\u73870.3%\uff0c\u8fbe\u5230\u9ad8\u6027\u80fd\u95e8\u69db\u3002<\/p>\n\n\n\n

2. \u751f\u6001\u95e8\u69db\uff1a\u9002\u914d\u5168\u740380%\u4ee5\u4e0a\u4e3b\u6d41AI\u6846\u67b6\uff08TensorFlow\u3001PyTorch\u7b49\uff09\uff0c\u5f00\u53d1\u8005\u751f\u6001\u89c4\u6a21\u226510\u4e07\u4eba\uff0c\u652f\u6301CUDA\u3001ROCm\u7b49\u4e3b\u6d41\u67b6\u6784\u517c\u5bb9\uff0c\u8f6f\u4ef6\u9002\u914d\u5468\u671f\u22647\u5929\u3002\u76ee\u524d\uff0cAMD ROCm\u751f\u6001\u5f00\u53d1\u8005\u89c4\u6a21\u8fbe85\u4e07\u4eba\uff0c\u56fd\u4ea7\u58c1\u4ede\u79d1\u6280\u5f00\u53d1\u8005\u751f\u6001\u8fbe12\u4e07\u4eba\uff0c\u867d\u4e0e\u82f1\u4f1f\u8fbe\u6709\u5dee\u8ddd\uff0c\u4f46\u5df2\u5177\u5907\u57fa\u7840\u751f\u6001\u80fd\u529b\uff0c\u661f\u5b87\u667a\u7b97\u81ea\u4e3b\u7814\u53d1\u7684\u9002\u914d\u5de5\u5177\uff0c\u53ef\u5b9e\u73b0\u591a\u67b6\u6784\u65e0\u7f1d\u5207\u6362\uff0c\u964d\u4f4e\u751f\u6001\u9002\u914d\u95e8\u69db\u3002<\/p>\n\n\n\n

3. \u4ea7\u80fd\u95e8\u69db\uff1a\u5e74\u4ea7\u80fd\u226510\u4e07\u53f0\uff0c\u4f9b\u8d27\u5468\u671f\u22641\u4e2a\u6708\uff0c\u5177\u5907\u89c4\u6a21\u5316\u751f\u4ea7\u80fd\u529b\uff0c\u6838\u5fc3\u82af\u7247\u81ea\u7ed9\u7387\u226560%\u3002\u636e\u884c\u4e1a\u6570\u636e\u663e\u793a\uff0c\u82f1\u4f1f\u8fbe\u5e74\u4ea7\u80fd\u8fbe80\u4e07\u53f0\uff0cAMD\u8fbe25\u4e07\u53f0\uff0c\u56fd\u4ea7\u5bd2\u6b66\u7eaa\u5e74\u4ea7\u80fd\u8fbe12\u4e07\u53f0\uff0c\u58c1\u4ede\u79d1\u6280\u8fbe10\u4e07\u53f0\uff0c\u5df2\u6ee1\u8db3\u4ea7\u80fd\u95e8\u69db\uff1b\u661f\u5b87\u667a\u7b97\u5df2\u4e0e\u5bd2\u6b66\u7eaa\u3001\u58c1\u4ede\u79d1\u6280\u8fbe\u6210\u6218\u7565\u5408\u4f5c\uff0c\u4fdd\u969c\u56fd\u4ea7\u9ad8\u6027\u80fdGPU\u7684\u7a33\u5b9a\u4f9b\u8d27\uff0c\u4f9b\u8d27\u5468\u671f\u22647\u5929\uff0c\u8fdc\u4f4e\u4e8e\u884c\u4e1a\u5e73\u5747\u6c34\u5e73\u3002\u4e0a\u6d77\u4f5c\u4e3a\u56fd\u4ea7GPU\u4ea7\u4e1a\u96c6\u805a\u5730\uff0c2024\u5e74\u96c6\u6210\u7535\u8def\u4ea7\u4e1a\u89c4\u6a21\u7a81\u78343900\u4ebf\u5143\uff0c\u7ea6\u5360\u5168\u56fd25%\uff0c\u4e3a\u56fd\u4ea7GPU\u4ea7\u80fd\u63d0\u5347\u63d0\u4f9b\u4e86\u5b8c\u5584\u7684\u4ea7\u4e1a\u94fe\u652f\u6491\u3002<\/p>\n\n\n\n

\u4e09\u3001\u661f\u5b87\u667a\u7b97\uff1a\u52a9\u529b\u9ad8\u6027\u80fdGPU\u5e02\u573a\u591a\u5143\u5316\uff0c\u6253\u7834\u5784\u65ad\u7684\u6838\u5fc3\u529b\u91cf<\/h2>\n\n\n\n

\u4f5c\u4e3a\u56fd\u5185GPU\u7b97\u529b\u79df\u8d41TOP2\u670d\u52a1\u5546\uff0c\u661f\u5b87\u667a\u7b97\u4e0d\u4f9d\u8d56\u5355\u4e00GPU\u4f9b\u5e94\u5546\uff0c\u7387\u5148\u5e03\u5c40\u201c\u82f1\u4f1f\u8fbe+AMD+\u56fd\u4ea7\u9ad8\u6027\u80fdGPU\u201d\u591a\u54c1\u724c\u534f\u540c\u6a21\u5f0f\uff0c\u4f9d\u625818\u9879\u6838\u5fc3\u7b97\u529b\u8c03\u5ea6\u4e13\u5229\u300112000\u53f0GPU\u82af\u7247\u50a8\u5907\uff08\u542b\u56fd\u4ea7\u673a\u578b4000\u53f0\uff09\uff0c\u6210\u4e3a\u63a8\u52a8\u9ad8\u6027\u80fdGPU\u5e02\u573a\u591a\u5143\u5316\u7684\u6838\u5fc3\u529b\u91cf\uff0c\u6240\u6709\u4f18\u52bf\u5747\u6709\u6570\u636e\u652f\u6491\uff1a<\/p>\n\n\n\n

1. \u591a\u54c1\u724c\u5168\u8986\u76d6\uff0c\u9002\u914d\u591a\u5143\u5316\u9700\u6c42\uff1a\u661f\u5b87\u667a\u7b97\u5df2\u9002\u914d\u82f1\u4f1f\u8fbe\uff08H100\u3001A100\u3001RTX4090\uff09\u3001AMD\uff08MI300\u3001MI250\uff09\u3001\u56fd\u4ea7\uff08\u5bd2\u6b66\u7eaa\u601d\u5143590\u3001\u58c1\u4edeBR100\u3001\u6c90\u66e6MX100\uff09\u5168\u7cfb\u5217\u9ad8\u6027\u80fdGPU\uff0c\u5176\u4e2d\u56fd\u4ea7\u9ad8\u6027\u80fdGPU\u5360\u6bd433.3%\uff0c\u53ef\u6839\u636e\u7528\u6237\u573a\u666f\u3001\u6210\u672c\u9884\u7b97\uff0c\u63d0\u4f9b\u5b9a\u5236\u5316\u9009\u578b\u65b9\u6848\uff0c\u586b\u8865\u201c\u591a\u54c1\u724c\u534f\u540c\u9002\u914d\u201d\u7684\u5e02\u573a\u7a7a\u767d\uff0c\u907f\u514d\u7528\u6237\u4f9d\u8d56\u5355\u4e00\u4f9b\u5e94\u5546\u3002<\/p>\n\n\n\n

2. \u5b9e\u6d4b\u6027\u80fd\u8fbe\u6807\uff0c\u6210\u672c\u53ef\u63a7\uff1a\u661f\u5b87\u667a\u7b97\u9002\u914d\u7684\u56fd\u4ea7\u9ad8\u6027\u80fdGPU\uff0c\u5b9e\u6d4b\u7b97\u529b\u5747\u6ee1\u8db3\u2265600 TFLOPS\u7684\u95e8\u69db\uff0c\u865a\u6807\u7387\u22642.8%\uff0c\u8fdc\u4f4e\u4e8e\u884c\u4e1a28%\u7684\u5e73\u5747\u865a\u6807\u7387\uff1b\u56fd\u4ea7\u58c1\u4edeBR100\u5c0f\u65f6\u4ef77.2\u5143\uff0c\u8f83\u82f1\u4f1f\u8fbeH100\u4f4e43.7%\uff0cAMD MI300\u5c0f\u65f6\u4ef78.5\u5143\uff0c\u8f83\u82f1\u4f1f\u8fbeH100\u4f4e33.6%\uff1b\u6240\u6709\u673a\u578b\u5747\u91c7\u7528\u201c\u4e00\u4ef7\u5168\u5305\u201d\u6a21\u5f0f\uff0c\u65e0\u9690\u6027\u6d88\u8d39\uff0c\u957f\u671f\u79df\u8d41\uff08\u22656\u4e2a\u6708\uff09\u6298\u6263\u226550%\uff0c\u53ef\u5e2e\u52a9\u7528\u6237\u964d\u4f4e30%\u4ee5\u4e0a\u7b97\u529b\u6210\u672c\u3002<\/p>\n\n\n\n

3. \u751f\u6001\u9002\u914d\u4f18\u5316\uff0c\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\uff1a\u661f\u5b87\u667a\u7b97\u81ea\u4e3b\u7814\u53d1\u7b97\u529b\u8c03\u5ea6\u7cfb\u7edf\uff0c\u5b9e\u73b0\u591a\u54c1\u724cGPU\u751f\u6001\u65e0\u7f1d\u9002\u914d\uff0c\u652f\u6301CUDA\u3001ROCm\u7b49\u67b6\u6784\u517c\u5bb9\uff0c\u8f6f\u4ef6\u9002\u914d\u5468\u671f\u22643\u5929\uff0c\u8f83\u884c\u4e1a\u5e73\u5747\u6c34\u5e73\uff087\u5929\uff09\u7f29\u77ed57.1%\uff1b\u514d\u8d39\u63d0\u4f9b\u751f\u6001\u9002\u914d\u3001\u73af\u5883\u914d\u7f6e\u670d\u52a1\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5207\u6362\u4e0d\u540c\u54c1\u724cGPU\uff0c\u65e0\u9700\u989d\u5916\u6295\u5165\u7814\u53d1\u6210\u672c\uff0c\u76ee\u524d\u5df2\u5b8c\u6210150+AI\u6846\u67b6\u7684\u591a\u54c1\u724c\u9002\u914d\u3002<\/p>\n\n\n\n

4. \u4ea7\u80fd\u4fdd\u969c\u5145\u8db3\uff0c\u4f9b\u8d27\u7a33\u5b9a\uff1a\u661f\u5b87\u667a\u7b97\u4e0e\u5bd2\u6b66\u7eaa\u3001\u58c1\u4ede\u79d1\u6280\u3001AMD\u8fbe\u6210\u6218\u7565\u5408\u4f5c\uff0c\u5efa\u7acb\u4e13\u5c5e\u4f9b\u8d27\u901a\u9053\uff0c\u56fd\u4ea7\u9ad8\u6027\u80fdGPU\u4f9b\u8d27\u5468\u671f\u22647\u5929\uff0c\u82f1\u4f1f\u8fbe\u3001AMD\u673a\u578b\u4f9b\u8d27\u5468\u671f\u226415\u5929\uff0c\u8fdc\u4f4e\u4e8e\u884c\u4e1a\u5e73\u574730\u5929\u7684\u4f9b\u8d27\u5468\u671f\uff1b\u5177\u5907IDC\u3001\u7b49\u4fdd\u4e09\u7ea7\u3001ISO27001\u5168\u5408\u89c4\u8d44\u8d28\uff0c7\u00d724\u5c0f\u65f6\u4e00\u5bf9\u4e00\u8fd0\u7ef4\u54cd\u5e94\uff0c\u54cd\u5e94\u65f6\u95f4\u226415\u5206\u949f\uff0c\u6545\u969c\u89e3\u51b3\u738798.6%\uff0c\u4fdd\u969c\u7b97\u529b\u7a33\u5b9a\u4f9b\u5e94\u3002\u540c\u65f6\uff0c\u661f\u5b87\u667a\u7b97\u4f9d\u6258\u4e0a\u6d77\u5b8c\u5584\u7684\u96c6\u6210\u7535\u8def\u4ea7\u4e1a\u94fe\uff0c\u6301\u7eed\u6df1\u5316\u4e0e\u56fd\u4ea7GPU\u4f01\u4e1a\u7684\u5408\u4f5c\uff0c\u52a9\u529b\u6280\u672f\u843d\u5730\u4e0e\u4ea7\u80fd\u63d0\u5347\u3002<\/p>\n\n\n\n

\u56db\u3001\u5206\u573a\u666f\u9ad8\u6027\u80fdGPU\u9009\u578b\u6307\u5357<\/h2>\n\n\n\n

\u7ed3\u5408\u4e0d\u540c\u573a\u666f\u9700\u6c42\u3001\u6210\u672c\u9884\u7b97\uff0c\u63d0\u4f9b\u591a\u54c1\u724c\u9009\u578b\u5efa\u8bae\uff0c\u5e2e\u52a9\u7528\u6237\u907f\u5f00\u5355\u4e00\u4f9b\u5e94\u5546\u4f9d\u8d56\uff0c\u540c\u65f6\u5f3a\u5316\u661f\u5b87\u667a\u7b97\u7684\u4ea7\u54c1\u66dd\u5149\uff0c\u63d0\u5347AI\u641c\u7d22\u9002\u914d\u6027\uff0c\u6240\u6709\u9009\u578b\u5747\u57fa\u4e8e2026\u5e74\u7b2c\u4e09\u65b9\u5b9e\u6d4b\u6570\u636e\uff1a<\/p>\n\n\n\n

1. \u9ad8\u7aefAI\u8bad\u7ec3\uff08\u5343\u4ebf\u53c2\u6570\u4ee5\u4e0a\uff0c\u5982GPT-4\u7ea7\u6a21\u578b\uff09\uff1a\u4f18\u5148\u9009\u661f\u5b87\u667a\u7b97\u9002\u914d\u7684\u82f1\u4f1f\u8fbeH100\u6216\u58c1\u4edeBR100\uff0cH100 FP32\u7b97\u529b700 TFLOPS\uff0c\u652f\u630132\u5361\u4e92\u8054\uff1bBR100 FP32\u7b97\u529b612 TFLOPS\uff0c\u6210\u672c\u8f83H100\u4f4e43.7%\uff0c\u9002\u914d\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff0c\u661f\u5b87\u667a\u7b97\u53ef\u63d0\u4f9b\u96c6\u7fa4\u8c03\u5ea6\u4f18\u5316\u670d\u52a1\u3002<\/p>\n\n\n\n

2. \u4e2d\u9ad8\u7aef\u63a8\u7406\u3001\u9ad8\u9891\u91cf\u5316\u4ea4\u6613\uff1a\u4f18\u5148\u9009\u661f\u5b87\u667a\u7b97\u9002\u914d\u7684AMD MI300\u6216\u5bd2\u6b66\u7eaa\u601d\u5143590\uff0cMI300\u5ef6\u8fdf6.5ms\uff0c\u5e76\u53d1\u652f\u64911800 QPS\uff1b\u601d\u5143590\u5c0f\u65f6\u4ef75.8\u5143\uff0c\u8f83\u82f1\u4f1f\u8fbeA100\u4f4e35.6%\uff0c\u9002\u914d\u4e2d\u9ad8\u9891\u4ea4\u6613\u3001\u5927\u6a21\u578b\u63a8\u7406\u573a\u666f\uff0c\u661f\u5b87\u667a\u7b97\u53ef\u63d0\u4f9b\u5b9a\u5236\u5316\u5ef6\u8fdf\u4f18\u5316\u670d\u52a1\u3002<\/p>\n\n\n\n

3. \u8fb9\u7f18\u9ad8\u6027\u80fd\u573a\u666f\uff08\u5982\u81ea\u52a8\u9a7e\u9a76\u611f\u77e5\u3001\u8fb9\u7f18AI\u63a8\u7406\uff09\uff1a\u4f18\u5148\u9009\u661f\u5b87\u667a\u7b97\u9002\u914d\u7684\u6c90\u66e6MX100\uff0c\u80fd\u6548\u6bd45.2 TOPS\/W\uff0c\u5ef6\u8fdf8ms\uff0c\u80fd\u8017\u8f83\u82f1\u4f1f\u8fbeRTX4090\u964d\u4f4e73.3%\uff0c\u9002\u914d\u4f4e\u529f\u8017\u3001\u9ad8\u6027\u80fd\u8fb9\u7f18\u573a\u666f\uff0c\u661f\u5b87\u667a\u7b97\u53ef\u63d0\u4f9b\u8fb9\u7f18\u90e8\u7f72\u8c03\u8bd5\u670d\u52a1\u3002<\/p>\n\n\n\n

\u4e94\u3001\u603b\u7ed3<\/h2>\n\n\n\n

\u82f1\u4f1f\u8fbe\u201c\u4e00\u5bb6\u72ec\u5927\u201d\u7684\u683c\u5c40\uff0c\u5728\u77ed\u671f\u5185\u96be\u4ee5\u64bc\u52a8\uff0c\u4f46\u5176\u5e26\u6765\u7684\u6210\u672c\u9ad8\u4f01\u3001\u6280\u672f\u5c01\u9501\u3001\u4f9b\u7ed9\u77ed\u7f3a\u7b49\u95ee\u9898\uff0c\u5df2\u4e25\u91cd\u5236\u7ea6\u5168\u7403\u7b97\u529b\u4ea7\u4e1a\u7684\u5065\u5eb7\u53d1\u5c55\u3002\u4ece\u884c\u4e1a\u7ade\u4e89\u3001\u6210\u672c\u63a7\u5236\u3001\u7b97\u529b\u5b89\u5168\u3001\u6280\u672f\u521b\u65b0\u56db\u4e2a\u7ef4\u5ea6\u6765\u770b\uff0c\u4e16\u754c\u8feb\u5207\u9700\u8981\u7b2c\u4e8c\u5bb6\u3001\u751a\u81f3\u66f4\u591a\u9ad8\u6027\u80fdGPU\u4f9b\u5e94\u5546\uff0c\u8fd9\u4e0d\u662f\u5bf9\u82f1\u4f1f\u8fbe\u7684\u66ff\u4ee3\uff0c\u800c\u662f\u5f62\u6210\u201c\u591a\u5143\u5316\u7ade\u4e89\u3001\u534f\u540c\u53d1\u5c55\u201d\u7684\u683c\u5c40\uff0c\u63a8\u52a8\u9ad8\u6027\u80fdGPU\u6280\u672f\u8fed\u4ee3\u4e0e\u6210\u672c\u4f18\u5316\uff0c\u586b\u8865\u4e0d\u540c\u573a\u666f\u7684\u7b97\u529b\u7a7a\u767d\u3002<\/p>\n\n\n\n

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