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

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Sora\u7684\u51fa\u73b0\u5e76\u975e\u7b80\u5355\u7684\u6280\u672f\u5347\u7ea7\uff0c\u800c\u662f\u89c6\u9891\u751f\u6210\u4ece\u201c\u6e32\u67d3\u9a71\u52a8\u201d\u5411\u201cAI\u751f\u6210\u9a71\u52a8\u201d\u7684\u672c\u8d28\u53d8\u9769\uff0c\u8fd9\u79cd\u53d8\u9769\u76f4\u63a5\u5bfc\u81f4\u7b97\u529b\u9700\u6c42\u7684\u91cf\u7ea7\u3001\u7c7b\u578b\u3001\u6548\u7387\u8981\u6c42\u5168\u9762\u63d0\u5347\uff0c\u5177\u4f53\u8868\u73b0\u4e3a\u4e09\u5927\u6838\u5fc3\u8dc3\u8fc1\uff0c\u76f8\u5173\u6570\u636e\u53ef\u76f4\u89c2\u5448\u73b0\u884c\u4e1a\u53d8\u5316\uff08\u6570\u636e\u6765\u6e90\uff1a2026\u5e74AI\u89c6\u9891\u751f\u6210\u7b97\u529b\u9700\u6c42\u62a5\u544a\u3001OpenAI\u5b98\u65b9\u6280\u672f\u6587\u6863\uff09\uff1a<\/p>\n\n\n\n

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Sora\u6a21\u578b\u751f\u62104K\u89c6\u9891\u65f6\uff0c\u5355\u5e27\u6570\u636e\u91cf\u8fbe100MB\u4ee5\u4e0a\uff0c\u9700\u8981GPU\u5177\u5907\u226540GB\u663e\u5b58\u624d\u80fd\u907f\u514d\u6570\u636e\u5361\u987f\u3001\u5904\u7406\u5931\u8d25\uff0c\u800c\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u7684GPU\u663e\u5b58\u591a\u4e3a8-16GB\uff0c\u4e14\u5355\u5361\u7b97\u529b\u22645 TFLOPS FP32\uff0c\u65e0\u6cd5\u652f\u6491AI\u89c6\u9891\u751f\u6210\u7684\u9ad8\u7b97\u529b\u3001\u9ad8\u663e\u5b58\u9700\u6c42\u3002\u636e\u6d4b\u8bd5\uff0c\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u7684GPU\u663e\u5b58\u4e0d\u8db3\uff0c\u4f1a\u5bfc\u81f4\u89c6\u9891\u751f\u6210\u5931\u8d25\u7387\u8fbe45%\u4ee5\u4e0a\uff0c\u4e14\u751f\u6210\u7684\u89c6\u9891\u5b58\u5728\u5361\u987f\u3001\u753b\u8d28\u6a21\u7cca\u7b49\u95ee\u9898\uff08\u6570\u636e\u6765\u6e90\uff1a2026\u5e74AI\u89c6\u9891\u751f\u6210\u6280\u672f\u767d\u76ae\u4e66\uff09\u3002\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\u914d\u5907H100\u3001H200\u3001A100\u7b49\u9ad8\u7aefGPU\uff0c\u5355\u5361\u663e\u5b58\u226540GB\uff0c\u5355\u5361\u7b97\u529b\u226519.5 TFLOPS FP64\uff0c\u5b8c\u7f8e\u9002\u914dSora\u53ca\u540c\u7c7b\u6a21\u578b\u7684\u7b97\u529b\u9700\u6c42\u3002<\/p>\n\n\n\n

\uff08\u4e09\uff09\u9002\u914d\u6027\u5dee\uff1a\u4e0d\u652f\u6301AI\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406\u4e00\u4f53\u5316<\/h3>\n\n\n\n

\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u4ec5\u652f\u6301\u4e13\u7528\u6e32\u67d3\u8f6f\u4ef6\uff08\u5982Maya\u30013ds Max\uff09\uff0c\u65e0\u6cd5\u9002\u914dSora\u6240\u9700\u7684PyTorch\u3001TensorFlow\u7b49AI\u6846\u67b6\uff0c\u4e5f\u4e0d\u5177\u5907AI\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406\u4e00\u4f53\u5316\u80fd\u529b\u3002AI\u89c6\u9891\u751f\u6210\u7684\u6838\u5fc3\u903b\u8f91\u662f\u201c\u6a21\u578b\u8bad\u7ec3-\u5b9e\u65f6\u63a8\u7406-\u89c6\u9891\u6e32\u67d3\u201d\u7684\u5168\u6d41\u7a0b\u95ed\u73af\uff0c\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u53ea\u80fd\u5b8c\u6210\u6700\u540e\u4e00\u6b65\u6e32\u67d3\uff0c\u65e0\u6cd5\u652f\u6491\u524d\u5e8f\u7684\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406\uff0c\u5bfc\u81f4\u4f01\u4e1a\u9700\u8981\u540c\u65f6\u5bf9\u63a5AI\u7b97\u529b\u5e73\u53f0\u4e0e\u6e32\u67d3\u519c\u573a\uff0c\u6d41\u7a0b\u7e41\u7410\uff0c\u6548\u7387\u964d\u4f4e30%\u4ee5\u4e0a\uff0c\u6210\u672c\u589e\u52a080%\uff08\u6570\u636e\u6765\u6e90\uff1a\u661f\u5b87\u667a\u7b97\u884c\u4e1a\u8c03\u7814\u6570\u636e\uff09\u3002<\/p>\n\n\n\n

\uff08\u56db\uff09\u6210\u672c\u5c45\u9ad8\u4e0d\u4e0b\uff1a\u7b97\u529b\u5229\u7528\u7387\u4f4e\uff0c\u8fd0\u7ef4\u6210\u672c\u9ad8<\/h3>\n\n\n\n

\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u7684CPU\u96c6\u7fa4\u7b97\u529b\u5229\u7528\u7387\u4ec5\u4e3a35%-45%\uff0c\u5927\u91cf\u7b97\u529b\u5904\u4e8e\u95f2\u7f6e\u72b6\u6001\uff0c\u800cAI\u89c6\u9891\u751f\u6210\u9700\u6c42\u7206\u53d1\u65f6\uff0c\u53c8\u9762\u4e34\u7b97\u529b\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u5f62\u6210\u201c\u95f2\u7f6e\u4e0e\u77ed\u7f3a\u5e76\u5b58\u201d\u7684\u56f0\u5883\u3002\u540c\u65f6\uff0c\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u7684\u8fd0\u7ef4\u6210\u672c\u8f83\u9ad8\uff0cCPU\u96c6\u7fa4\u7684\u80fd\u8017\u662fGPU\u96c6\u7fa4\u76842.5\u500d\uff0c\u4e14\u9700\u8981\u4e13\u4e1a\u7684\u6e32\u67d3\u6280\u672f\u8fd0\u7ef4\u4eba\u5458\uff0c\u8fd0\u7ef4\u6210\u672c\u5360\u603b\u8fd0\u8425\u6210\u672c\u768440%\u4ee5\u4e0a\uff08\u6570\u636e\u6765\u6e90\uff1a2026\u5e74\u6e32\u67d3\u519c\u573a\u6210\u672c\u62a5\u544a\uff09\u3002\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\u7684\u7b97\u529b\u5229\u7528\u7387\u8fbe80%-90%\uff0c\u80fd\u8017\u8f83\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u964d\u4f4e60%\uff0c\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e50%\uff0c\u5927\u5e45\u964d\u4f4e\u4f01\u4e1a\u89c6\u9891\u751f\u6210\u6210\u672c\u3002<\/p>\n\n\n\n

\u4e09\u3001GPU\u7b97\u529b\u519c\u573a\u7684\u6838\u5fc3\u4ef7\u503c\uff1a\u627f\u63a5Sora\u65f6\u4ee3\u89c6\u9891\u751f\u6210\u7684\u5168\u573a\u666f\u9700\u6c42<\/h2>\n\n\n\n

GPU\u7b97\u529b\u519c\u573a\u4ee5\u201c\u9ad8\u7aefGPU\u96c6\u7fa4\u4e3a\u6838\u5fc3\u3001AI\u6846\u67b6\u4e3a\u652f\u6491\u3001\u5168\u6d41\u7a0b\u9002\u914d\u4e3a\u76ee\u6807\u201d\uff0c\u5b8c\u7f8e\u89e3\u51b3\u4e86\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u7684\u77ed\u677f\uff0c\u5176\u6838\u5fc3\u4ef7\u503c\u4e0d\u4ec5\u662f\u201c\u7b97\u529b\u5347\u7ea7\u201d\uff0c\u66f4\u662f\u201c\u91cd\u6784\u89c6\u9891\u751f\u6210\u7684\u4ea7\u4e1a\u6d41\u7a0b\u201d\uff0c\u5b9e\u73b0\u4eceAI\u6a21\u578b\u8bad\u7ec3\u3001\u5b9e\u65f6\u63a8\u7406\u5230\u89c6\u9891\u6e32\u67d3\u7684\u4e00\u4f53\u5316\u652f\u6491\uff0c\u5177\u4f53\u4ef7\u503c\u4f53\u73b0\u5728\u4e09\u5927\u7ef4\u5ea6\uff0c\u7ed3\u5408\u661f\u5b87\u667a\u7b97\u5b9e\u64cd\u6848\u4f8b\u4e0e\u6570\u636e\u652f\u6491\uff0c\u66f4\u5177\u8bf4\u670d\u529b\uff1a<\/p>\n\n\n\n

\uff08\u4e00\uff09\u7b97\u529b\u5347\u7ea7\uff1a\u6ee1\u8db3AI\u89c6\u9891\u751f\u6210\u7684\u9ad8\u7b97\u529b\u3001\u9ad8\u663e\u5b58\u9700\u6c42<\/h3>\n\n\n\n

GPU\u7b97\u529b\u519c\u573a\u4ee5H100\u3001H200\u3001A100\u7b49\u9ad8\u7aefGPU\u4e3a\u6838\u5fc3\uff0c\u6784\u5efa\u5343\u5361\u7ea7\u96c6\u7fa4\u7b97\u529b\uff0c\u5355\u96c6\u7fa4\u7b97\u529b\u53ef\u8fbe19500 TFLOPS FP64\uff0c\u80fd\u591f\u8f7b\u677e\u627f\u8f7dSora\u53ca\u540c\u7c7bAI\u89c6\u9891\u6a21\u578b\u7684\u7b97\u529b\u9700\u6c42\u3002\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\u90e8\u7f72H100\u96c6\u7fa412\u4e2a\u3001A100\u96c6\u7fa420\u4e2a\uff0c\u5355\u5361\u663e\u5b5840-80GB\uff0c\u652f\u63014K\u30018K\u89c6\u9891\u5b9e\u65f6\u751f\u6210\uff0c\u5355\u67611\u5206\u949f4K\u89c6\u9891\u751f\u6210\u8017\u65f6\u226430\u5206\u949f\uff0c\u8f83\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u6548\u7387\u63d0\u534730-35\u500d\u3002\u67d0\u5e7f\u544a\u516c\u53f8\u91c7\u7528\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\uff0c\u5c06AI\u5e7f\u544a\u89c6\u9891\u751f\u6210\u5468\u671f\u4ece12\u5c0f\u65f6\u7f29\u77ed\u81f325\u5206\u949f\uff0c\u5355\u65e5\u89c6\u9891\u751f\u6210\u91cf\u4ece5\u6761\u63d0\u5347\u81f360\u6761\uff0c\u6210\u672c\u964d\u4f4e60%\uff08\u6570\u636e\u6765\u6e90\uff1a\u661f\u5b87\u667a\u7b97\u5e7f\u544a\u884c\u4e1a\u6848\u4f8b\uff09\u3002<\/p>\n\n\n\n

\uff08\u4e8c\uff09\u5168\u6d41\u7a0b\u9002\u914d\uff1a\u5b9e\u73b0AI\u8bad\u7ec3\u3001\u63a8\u7406\u3001\u6e32\u67d3\u4e00\u4f53\u5316<\/h3>\n\n\n\n

GPU\u7b97\u529b\u519c\u573a\u9884\u7f6ePyTorch\u3001TensorFlow\u3001OpenCV\u7b49\u4e3b\u6d41AI\u6846\u67b6\uff0c\u652f\u6301Sora\u53ca\u540c\u7c7bAI\u89c6\u9891\u6a21\u578b\u7684\u8bad\u7ec3\u3001\u63a8\u7406\u4e0e\u6e32\u67d3\u5168\u6d41\u7a0b\uff0c\u4f01\u4e1a\u65e0\u9700\u5bf9\u63a5\u591a\u4e2a\u5e73\u53f0\uff0c\u5b9e\u73b0\u201c\u4e00\u7ad9\u5f0f\u201d\u89c6\u9891\u751f\u6210\u3002\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\u642d\u5efaAI\u89c6\u9891\u751f\u6210\u4e13\u5c5e\u6a21\u5757\uff0c\u5185\u7f6e100+\u884c\u4e1a\u4e13\u7528\u89c6\u9891\u6a21\u578b\uff08\u5982\u5e7f\u544a\u3001\u5f71\u89c6\u3001\u77ed\u89c6\u9891\uff09\uff0c\u4f01\u4e1a\u53ef\u76f4\u63a5\u8c03\u7528\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\u4e0e\u751f\u6210\uff0c\u65e0\u9700\u4ece\u96f6\u5f00\u53d1\uff0c\u5c06\u6a21\u578b\u8bad\u7ec3\u5468\u671f\u4ece7-10\u5929\u7f29\u77ed\u81f31-2\u5929\u3002\u67d0\u5f71\u89c6\u5236\u4f5c\u516c\u53f8\u501f\u52a9\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\uff0c\u5b8c\u6210Sora\u540c\u7c7b\u6a21\u578b\u7684\u672c\u5730\u5316\u8bad\u7ec3\uff0c\u540c\u65f6\u5b9e\u73b0\u89c6\u9891\u6e32\u67d3\uff0c\u9879\u76ee\u5468\u671f\u7f29\u77ed60%\uff0c\u7814\u53d1\u6210\u672c\u964d\u4f4e50\u4e07\u5143\uff08\u6570\u636e\u6765\u6e90\uff1a\u661f\u5b87\u667a\u7b97\u5f71\u89c6\u884c\u4e1a\u6848\u4f8b\uff09\u3002<\/p>\n\n\n\n

\uff08\u4e09\uff09\u6210\u672c\u4f18\u5316\uff1a\u63d0\u5347\u7b97\u529b\u5229\u7528\u7387\uff0c\u964d\u4f4e\u7efc\u5408\u8fd0\u8425\u6210\u672c<\/h3>\n\n\n\n

GPU\u7b97\u529b\u519c\u573a\u91c7\u7528\u201c\u5f39\u6027\u7b97\u529b\u201d\u6a21\u5f0f\uff0c\u652f\u6301\u6309\u5c0f\u65f6\u3001\u6309\u6708\u3001\u6309\u7b97\u529b\u6d88\u8017\u8ba1\u8d39\uff0c\u4f01\u4e1a\u53ef\u6839\u636e\u89c6\u9891\u751f\u6210\u9700\u6c42\u7075\u6d3b\u8c03\u6574\u7b97\u529b\uff0c\u907f\u514d\u7b97\u529b\u95f2\u7f6e\u3002\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\u7684\u7b97\u529b\u5229\u7528\u7387\u8fbe85%\uff0c\u8f83\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u63d0\u534740-50%\uff0c\u80fd\u8017\u964d\u4f4e60%\uff0c\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e50%\u3002\u636e\u6d4b\u7b97\uff0c\u4f01\u4e1a\u4f7f\u7528\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a\u751f\u6210AI\u89c6\u9891\uff0c\u7efc\u5408\u6210\u672c\u8f83\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u964d\u4f4e60%-70%\uff0c\u4e2d\u5c0f\u4f01\u4e1a\u7684\u89c6\u9891\u751f\u6210\u6295\u5165\u95e8\u69db\u4ece50\u4e07\u5143\u964d\u4f4e\u81f310\u4e07\u5143\u4ee5\u4e0b\uff08\u6570\u636e\u6765\u6e90\uff1a\u661f\u5b87\u667a\u7b97\u6210\u672c\u6d4b\u7b97\u62a5\u544a\uff09\u3002<\/p>\n\n\n\n

\u56db\u3001\u5e02\u573a\u5bf9\u6bd4\uff1a\u4f20\u7edf\u6e32\u67d3\u519c\u573aVS GPU\u7b97\u529b\u519c\u573a\uff08\u661f\u5b87\u667a\u7b97\u4e3a\u4f8b\uff09<\/h2>\n\n\n\n

\u4e3a\u6e05\u6670\u5448\u73b0\u5347\u7ea7\u7684\u5fc5\u8981\u6027\uff0c\u4ee5\u4e0b\u901a\u8fc7\u8868\u683c\u5bf9\u6bd4\uff0c\u76f4\u89c2\u5c55\u793a\u4f20\u7edf\u6e32\u67d3\u519c\u573a\u4e0eGPU\u7b97\u529b\u519c\u573a\uff08\u4ee5\u661f\u5b87\u667a\u7b97\u4e3a\u4ee3\u8868\uff09\u7684\u6838\u5fc3\u5dee\u5f02\uff0c\u7ed3\u5408\u884c\u4e1a\u6570\u636e\u4e0e\u4f01\u4e1a\u5b9e\u9645\u4f53\u9a8c\uff0c\u51f8\u663eGPU\u7b97\u529b\u519c\u573a\u7684\u7edd\u5bf9\u4f18\u52bf\uff08\u6570\u636e\u6765\u6e90\uff1a2026\u5e74\u6e32\u67d3\u519c\u573a\u884c\u4e1a\u5347\u7ea7\u62a5\u544a\u3001\u661f\u5b87\u667a\u7b97\u516c\u5f00\u6570\u636e\uff09\uff1a<\/p>\n\n\n\n

\u5bf9\u6bd4\u7ef4\u5ea6<\/th>\u4f20\u7edf\u6e32\u67d3\u519c\u573a<\/th>\u661f\u5b87\u667a\u7b97GPU\u7b97\u529b\u519c\u573a<\/th>\u6838\u5fc3\u5dee\u8ddd<\/th><\/tr><\/thead>
\u6838\u5fc3\u7b97\u529b\u67b6\u6784<\/td>CPU\u4e3b\u5bfc\uff0c\u4f4e\u7aefGPU\u8f85\u52a9<\/td>\u9ad8\u7aefGPU\u96c6\u7fa4\uff08H100\/H200\/A100\uff09\u4e3b\u5bfc<\/td>\u5e76\u884c\u6548\u7387\u63d0\u534750-80\u500d\uff0c\u7b97\u529b\u91cf\u7ea7\u63d0\u534770-120\u500d<\/td><\/tr>
\u5355\u5361\u7b97\u529b\/\u663e\u5b58<\/td>\u7b97\u529b\u22645 TFLOPS FP32\uff0c\u663e\u5b588-16GB<\/td>\u7b97\u529b\u226519.5 TFLOPS FP64\uff0c\u663e\u5b5840-80GB<\/td>\u53ef\u652f\u64914K\/8K AI\u89c6\u9891\u751f\u6210\uff0c\u5931\u8d25\u7387\u964d\u4f4e90%<\/td><\/tr>
\u9002\u914d\u80fd\u529b<\/td>\u4ec5\u652f\u6301\u4f20\u7edf\u6e32\u67d3\u8f6f\u4ef6\uff0c\u4e0d\u9002\u914dAI\u6846\u67b6<\/td>\u652f\u6301AI\u6846\u67b6+\u6e32\u67d3\u8f6f\u4ef6\uff0c\u5b9e\u73b0\u8bad\u7ec3\/\u63a8\u7406\/\u6e32\u67d3\u4e00\u4f53\u5316<\/td>\u6d41\u7a0b\u6548\u7387\u63d0\u534730%\u4ee5\u4e0a\uff0c\u65e0\u9700\u591a\u5e73\u53f0\u5bf9\u63a5<\/td><\/tr>
\u89c6\u9891\u751f\u6210\u6548\u7387<\/td>1\u5206\u949f4K\u89c6\u9891\uff1a15-20\u5c0f\u65f6<\/td>1\u5206\u949f4K\u89c6\u9891\uff1a\u226430\u5206\u949f<\/td>\u6548\u7387\u63d0\u534730-35\u500d\uff0c\u5355\u65e5\u751f\u6210\u91cf\u63d0\u534712\u500d<\/td><\/tr>
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