{"id":3223,"date":"2026-03-12T09:57:10","date_gmt":"2026-03-12T01:57:10","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=3223"},"modified":"2026-03-12T09:57:11","modified_gmt":"2026-03-12T01:57:11","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88rtx-4090%e6%88%90%e4%ba%86ai%e5%bc%80%e5%8f%91%e8%80%85%e7%9a%84%e5%b9%b3%e6%b0%91%e8%b6%85%e8%b7%91%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3223","title":{"rendered":"\u4e3a\u4ec0\u4e48RTX 4090\u6210\u4e86AI\u5f00\u53d1\u8005\u7684\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\uff1f"},"content":{"rendered":"\n

AI\u5f00\u53d1\u8005\u7684\u6838\u5fc3\u75db\u70b9\u7684\u662f\u201c\u7b97\u529b\u4e0e\u6210\u672c\u7684\u5e73\u8861\u201d\uff1a\u4e13\u4e1a\u7ea7GPU\u670d\u52a1\u5668\u7b97\u529b\u5145\u8db3\u4f46\u4ef7\u683c\u6602\u8d35\uff0c\u6d88\u8d39\u7ea7\u663e\u5361\u6210\u672c\u53ef\u63a7\u4f46\u6027\u80fd\u4e0d\u8db3\u3002\u800cNVIDIA RTX 4090\u51ed\u501f83 TFLOPS FP16\u7b97\u529b\u300124GB GDDR6X\u663e\u5b58\u7684\u6838\u5fc3\u786c\u4ef6\uff0c\u4ee5\u6d88\u8d39\u7ea7\u5b9a\u4f4d\u5b9e\u73b0\u4e13\u4e1a\u7ea7\u7b97\u529b\u8f93\u51fa\uff0c\u517c\u987e\u6027\u4ef7\u6bd4\u4e0e\u5b9e\u7528\u6027\uff0c\u5982\u540c\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\u822c\u6253\u7834\u7b97\u529b\u4e0e\u6210\u672c\u7684\u58c1\u5792\uff0c\u6210\u4e3aAI\u5f00\u53d1\u8005\u7684\u9996\u9009\u786c\u4ef6\u3002\u661f\u5b87\u667a\u7b97\u4f5c\u4e3a\u56fd\u5185\u4f18\u8d28AI\u667a\u7b97\u751f\u6001\u5e73\u53f0\uff0c\u5176RTX 4090\u670d\u52a1\u5668\u642d\u8f7d\u6807\u51c6\u6838\u5fc3\u914d\u7f6e\uff0c\u63d0\u4f9b\u7075\u6d3b\u79df\u8d41\u65b9\u6848\u4e0e\u9884\u7f6e\u8fd0\u884c\u73af\u5883\uff0c\u5927\u5e45\u964d\u4f4eAI\u5f00\u53d1\u8005\u7684\u7b97\u529b\u95e8\u69db\uff0c\u6210\u4e3aRTX 4090\u7b97\u529b\u843d\u5730\u7684\u6838\u5fc3\u8f7d\u4f53\u4e4b\u4e00\uff0c\u52a9\u529b\u5f00\u53d1\u8005\u9ad8\u6548\u5b8c\u6210\u6a21\u578b\u8bad\u7ec3\u4e0e\u63a8\u7406\u4efb\u52a1\u3002<\/p>\n\n\n\n

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

\u4e00\u3001\u6838\u5fc3\u5b9a\u4e49\uff1aAI\u5f00\u53d1\u8005\u773c\u4e2d\u7684\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\uff0c\u5230\u5e95\u662f\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n

\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\u7684\u6838\u5fc3\u5185\u6db5\uff0c\u662f\u201c\u5165\u95e8\u7ea7\u6210\u672c\u3001\u65d7\u8230\u7ea7\u6027\u80fd\u201d\u2014\u2014\u5bf9\u5e94\u5230AI\u5f00\u53d1\u9886\u57df\uff0c\u5373\u201c\u6d88\u8d39\u7ea7\u786c\u4ef6\u4ef7\u683c\u3001\u4e13\u4e1a\u7ea7\u7b97\u529b\u8f93\u51fa\u201d\u3002RTX 4090\u4e4b\u6240\u4ee5\u80fd\u88abAI\u5f00\u53d1\u8005\u8d4b\u4e88\u8fd9\u4e00\u79f0\u53f7\uff0c\u6838\u5fc3\u5728\u4e8e\u5176\u6253\u7834\u4e86\u201c\u6d88\u8d39\u7ea7\u663e\u5361\u2260\u4e13\u4e1aAI\u7b97\u529b\u201d\u7684\u56fa\u6709\u8ba4\u77e5\uff0c\u4ee5\u660e\u786e\u7684\u786c\u4ef6\u53c2\u6570\u3001\u53ef\u63a7\u7684\u6210\u672c\uff0c\u6ee1\u8db3\u4e8680%\u4ee5\u4e0aAI\u5f00\u53d1\u8005\u7684\u6838\u5fc3\u9700\u6c42\u3002<\/p>\n\n\n\n

\u9996\u5148\u660e\u786eAI\u5f00\u53d1\u8005\u7684\u6838\u5fc3\u7b97\u529b\u9700\u6c42\uff1a\u4e2d\u5c0f\u89c4\u6a21\u6a21\u578b\uff087B-13B\u53c2\u6570\uff09\u5fae\u8c03\u3001\u751f\u6210\u5f0fAI\uff08Stable Diffusion\u3001FaceFusion\uff09\u63a8\u7406\u3001\u6570\u636e\u9884\u5904\u7406\uff0c\u8fd9\u4e9b\u4efb\u52a1\u5bf9GPU\u7684\u6838\u5fc3\u8981\u6c42\u96c6\u4e2d\u57283\u70b9\uff1a\u7b97\u529b\u8db3\u591f\u652f\u6491\u5e76\u884c\u8fd0\u7b97\u3001\u663e\u5b58\u6ee1\u8db3\u6a21\u578b\u5168\u91cf\u52a0\u8f7d\u3001\u6210\u672c\u63a7\u5236\u5728\u4e2a\u4eba\/\u4e2d\u5c0f\u56e2\u961f\u53ef\u627f\u53d7\u8303\u56f4\u3002<\/p>\n\n\n\n

RTX 4090\u7684\u6838\u5fc3\u786c\u4ef6\u53c2\u6570\uff08\u4ee5\u661f\u5b87\u667a\u7b97RTX 4090\u670d\u52a1\u5668\u6807\u914d\u663e\u5361\u4e3a\u51c6\uff09\uff0c\u6070\u597d\u7cbe\u51c6\u5339\u914d\u4e0a\u8ff0\u9700\u6c42\uff0c\u5176\u6838\u5fc3\u53c2\u6570\u4e0eAI\u5f00\u53d1\u9700\u6c42\u7684\u5bf9\u5e94\u5173\u7cfb\u5982\u4e0b\u8868\u6240\u793a\uff0c\u6240\u6709\u6570\u636e\u5747\u6765\u81eaNVIDIA\u5b98\u65b9\u53c2\u6570\u4e0e\u661f\u5b87\u667a\u7b97\u5b9e\u9a8c\u5ba4\u5b9e\u6d4b\uff0c\u65e0\u4efb\u4f55\u865a\u6807\uff1a<\/p>\n\n\n\n

RTX 4090\u6838\u5fc3\u786c\u4ef6\u53c2\u6570<\/th>\u5177\u4f53\u6570\u503c<\/th>\u5bf9\u5e94AI\u5f00\u53d1\u9700\u6c42<\/th>\u5b9e\u6d4b\u8868\u73b0\uff08\u661f\u5b87\u667a\u7b97\u5b9e\u9a8c\u5ba4\uff09<\/th><\/tr><\/thead>
\u67b6\u6784<\/td>Ada Lovelace\uff084N\u5de5\u827a\uff09<\/td>\u63d0\u5347\u5e76\u884c\u8fd0\u7b97\u6548\u7387\uff0c\u964d\u4f4e\u529f\u8017\uff0c\u9002\u914d\u957f\u65f6\u95f4AI\u8bad\u7ec3<\/td>72\u5c0f\u65f6\u6ee1\u8d1f\u8f7d\u8fd0\u884c\uff0c\u529f\u8017\u7a33\u5b9a\u5728450W\uff0c\u65e0\u964d\u9891<\/td><\/tr>
FP16\u7b97\u529b<\/td>83 TFLOPS<\/td>\u652f\u6491\u4e2d\u5c0f\u89c4\u6a21\u6a21\u578b\u5fae\u8c03\u4e0e\u63a8\u7406\uff0c\u63d0\u5347\u8fd0\u7b97\u901f\u5ea6<\/td>LLaMA 7B\u6a21\u578b\u63a8\u7406\u541e\u5410\u91cf\u8fbe42 tokens\/\u79d2<\/td><\/tr>
CUDA\u6838\u5fc3<\/td>16384\u4e2a<\/td>\u63d0\u5347\u77e9\u9635\u8fd0\u7b97\u6548\u7387\uff0c\u9002\u914d\u6df1\u5ea6\u5b66\u4e60\u5e76\u884c\u8ba1\u7b97\u9700\u6c42<\/td>Stable Diffusion\u751f\u6210\u901f\u5ea6\u8f83RTX 3090\u5feb2.3\u500d<\/td><\/tr>
\u663e\u5b58\u89c4\u683c<\/td>24GB GDDR6X\uff0c\u4f4d\u5bbd384bit\uff0c\u5e26\u5bbd1008GB\/s<\/td>\u652f\u630113B\u53c2\u6570\u6a21\u578b\u5168\u91cf\u52a0\u8f7d\uff0c\u907f\u514d\u663e\u5b58\u4e0d\u8db3\u5bfc\u81f4\u4efb\u52a1\u4e2d\u65ad<\/td>LLaMA 13B\u6a21\u578b\u5fae\u8c03\uff0c\u663e\u5b58\u5360\u7528\u7a33\u5b9a\u572818.7GB<\/td><\/tr>
Tensor Core<\/td>\u7b2c\u56db\u4ee3\uff0c\u652f\u6301FP8\u52a8\u6001\u91cf\u5316<\/td>\u52a0\u901fAI\u63a8\u7406\u4e0e\u6a21\u578b\u8bad\u7ec3\uff0c\u63d0\u5347\u7b97\u529b\u5229\u7528\u7387<\/td>\u6a21\u578b\u63a8\u7406\u6548\u7387\u8f83\u7b2c\u4e09\u4ee3Tensor Core\u63d0\u534730%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4e0e\u201c\u8d85\u8dd1\u201d\u7c7b\u6bd4\uff0cRTX 4090\u7684FP16\u7b97\u529b\u3001CUDA\u6838\u5fc3\u6570\u91cf\u76f8\u5f53\u4e8e\u201c\u53d1\u52a8\u673a\u6027\u80fd\u201d\uff0c24GB\u663e\u5b58\u76f8\u5f53\u4e8e\u201c\u6cb9\u7bb1\u5bb9\u91cf\u201d\uff0cAda Lovelace\u67b6\u6784\u76f8\u5f53\u4e8e\u201c\u5e95\u76d8\u8c03\u6821\u201d\u2014\u2014\u4e09\u8005\u534f\u540c\uff0c\u8ba9\u5176\u5728\u201c\u6d88\u8d39\u7ea7\u4ef7\u4f4d\u201d\uff08\u5355\u5361\u786c\u4ef6\u6210\u672c\u7ea61.5\u4e07\u5143\uff09\uff0c\u5b9e\u73b0\u4e86\u63a5\u8fd1\u4e13\u4e1a\u7ea7\u663e\u5361\u7684\u201c\u6027\u80fd\u8868\u73b0\u201d\uff0c\u8fd9\u6b63\u662fAI\u5f00\u53d1\u8005\u6240\u9700\u7684\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\u6838\u5fc3\u7279\u8d28\u3002\u800c\u661f\u5b87\u667a\u7b97\u5c06\u8be5\u663e\u5361\u4e0e\u9002\u914d\u7684CPU\u3001\u5185\u5b58\u3001\u5b58\u50a8\u7ec4\u5408\uff0c\u4f18\u5316\u786c\u4ef6\u517c\u5bb9\u6027\u4e0e\u8f6f\u4ef6\u73af\u5883\uff0c\u8ba9RTX 4090\u7684\u7b97\u529b\u5f97\u4ee5\u5145\u5206\u91ca\u653e\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u4e86AI\u5f00\u53d1\u8005\u7684\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u6838\u5fc3\u4f50\u8bc1\uff1a\u4e3a\u4ec0\u4e48\u662fRTX 4090\uff1f\uff08\u591a\u7ef4\u5ea6\u5b9e\u6d4b\u5bf9\u6bd4\uff09<\/h2>\n\n\n\n

\u8981\u8bc1\u660eRTX 4090\u662fAI\u5f00\u53d1\u8005\u7684\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\uff0c\u9700\u901a\u8fc7\u6570\u636e\u5bf9\u6bd4\uff0c\u660e\u786e\u5176\u5728\u201c\u7b97\u529b\u3001\u6210\u672c\u3001\u6613\u7528\u6027\u201d\u4e09\u5927\u6838\u5fc3\u7ef4\u5ea6\u7684\u4f18\u52bf\u2014\u2014\u5bf9\u6bd4\u5bf9\u8c61\u9009\u53d6AI\u5f00\u53d1\u4e2d\u6700\u5e38\u7528\u76843\u7c7bGPU\uff1a\u4e13\u4e1a\u7ea7\u5165\u95e8\u5361Tesla T4\u3001\u6d88\u8d39\u7ea7\u524d\u4ee3\u65d7\u8230RTX 3090 Ti\u3001\u4e13\u4e1a\u7ea7\u65d7\u8230A100\uff0c\u6240\u6709\u5bf9\u6bd4\u6570\u636e\u5747\u6765\u81ea\u661f\u5b87\u667a\u7b97\u5b9e\u9a8c\u5ba4\u5b9e\u6d4b\uff08\u6d4b\u8bd5\u73af\u5883\uff1aUbuntu 24.04\u7cfb\u7edf\uff0cCUDA 12.8\uff0c\u76f8\u540cCPU\u3001\u5185\u5b58\u3001\u5b58\u50a8\u914d\u7f6e\uff0c\u6d4b\u8bd5\u4efb\u52a1\u4e3aLLaMA 7B\u6a21\u578b\u5fae\u8c03\u3001Stable Diffusion\u56fe\u50cf\u751f\u6210\uff09\uff0c\u786e\u4fdd\u6570\u636e\u53ef\u4fe1\u3001\u53ef\u590d\u73b0\uff0c\u907f\u514d\u5938\u5927\u3002<\/p>\n\n\n\n

\u5bf9\u6bd4\u7ef4\u5ea6<\/th>RTX 4090\uff0824G\uff09<\/th>Tesla T4\uff0816G\uff09<\/th>RTX 3090 Ti\uff0824G\uff09<\/th>A100\uff0840G\uff09<\/th><\/tr><\/thead>
FP16\u7b97\u529b\uff08TFLOPS\uff09<\/td>83<\/td>28<\/td>63<\/td>312<\/td><\/tr>
CUDA\u6838\u5fc3\u6570\u91cf<\/td>16384<\/td>2560<\/td>10752<\/td>6912<\/td><\/tr>
\u663e\u5b58\u5bb9\u91cf\/\u5e26\u5bbd<\/td>24GB \/ 1008GB\/s<\/td>16GB \/ 320GB\/s<\/td>24GB \/ 936GB\/s<\/td>40GB \/ 1935GB\/s<\/td><\/tr>
LLaMA 7B\u5fae\u8c03\u8017\u65f6\uff08\u5355\u8f6e\uff09<\/td>2.8\u5c0f\u65f6<\/td>8.5\u5c0f\u65f6<\/td>3.7\u5c0f\u65f6<\/td>0.9\u5c0f\u65f6<\/td><\/tr>
Stable Diffusion\u751f\u6210\u901f\u5ea6\uff081024\u00d71024\uff09<\/td>0.7\u79d2\/\u5f20<\/td>2.3\u79d2\/\u5f20<\/td>0.9\u79d2\/\u5f20<\/td>0.2\u79d2\/\u5f20<\/td><\/tr>
\u5355\u5361\u786c\u4ef6\u6210\u672c\uff08\u4e07\u5143\uff09<\/td>1.5<\/td>1.2<\/td>1.8<\/td>10.5<\/td><\/tr>
\u5355\u4f4d\u7b97\u529b\u6210\u672c\uff08\u5143\/TFLOPS\uff09<\/td>180.7<\/td>428.6<\/td>285.7<\/td>336.5<\/td><\/tr>
\u6613\u7528\u6027\uff08AI\u5f00\u53d1\u9002\u914d\uff09<\/td>\u9ad8\uff08\u652f\u6301\u6240\u6709AI\u6846\u67b6\uff0c\u9a71\u52a8\u6613\u5b89\u88c5\uff09<\/td>\u4e2d\uff08\u9700\u4e13\u4e1a\u9a71\u52a8\uff0c\u90e8\u5206\u6d88\u8d39\u7ea7\u6846\u67b6\u9002\u914d\u5dee\uff09<\/td>\u9ad8\uff08\u540cRTX 4090\uff0c\u7b97\u529b\u7565\u4f4e\uff09<\/td>\u4f4e\uff08\u9700\u4e13\u4e1a\u670d\u52a1\u5668\uff0c\u8fd0\u7ef4\u590d\u6742\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4ece\u5bf9\u6bd4\u6570\u636e\u53ef\u6e05\u6670\u770b\u51fa\uff1aRTX 4090\u7684\u5355\u4f4d\u7b97\u529b\u6210\u672c\uff08180.7\u5143\/TFLOPS\uff09\u8fdc\u4f4e\u4e8eTesla T4\uff08428.6\u5143\/TFLOPS\uff09\u3001RTX 3090 Ti\uff08285.7\u5143\/TFLOPS\uff09\uff0c\u751a\u81f3\u4f4e\u4e8e\u4e13\u4e1a\u7ea7\u65d7\u8230A100\uff08336.5\u5143\/TFLOPS\uff09\uff1b\u5728\u6838\u5fc3\u7b97\u529b\u4e0a\uff0cRTX 4090\u662fTesla T4\u76843\u500d\u3001RTX 3090 Ti\u76841.3\u500d\uff0c\u867d\u4e0d\u53caA100\uff0c\u4f46A100\u7684\u786c\u4ef6\u6210\u672c\u662fRTX 4090\u76847\u500d\uff0c\u8fd0\u7ef4\u6210\u672c\u66f4\u662f\u9ad8\u8fbeRTX 4090\u76846\u500d\u4ee5\u4e0a\uff0c\u8fdc\u8d85\u4e2a\u4eba\u4e0e\u4e2d\u5c0f\u56e2\u961f\u7684\u627f\u53d7\u8303\u56f4\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u5b9e\u9a8c\u5ba4\u989d\u5916\u505a\u4e86\u201c\u5b9e\u9645\u5f00\u53d1\u573a\u666f\u9002\u914d\u6d4b\u8bd5\u201d\uff1a\u5728\u76f8\u540c\u7684AI\u5f00\u53d1\u4efb\u52a1\u4e2d\uff0c\u4f7f\u7528\u661f\u5b87\u667a\u7b97RTX 4090\u670d\u52a1\u5668\uff081\u00d7RTX 4090 + 16\u6838CPU + 48GB\u5185\u5b58\uff09\uff0c\u8f83\u4f7f\u7528T4\u5355\u5361\u670d\u52a1\u5668\uff0c\u5f00\u53d1\u6548\u7387\u63d0\u5347214%\uff1b\u8f83\u4f7f\u7528RTX 3090 Ti\u670d\u52a1\u5668\uff0c\u5f00\u53d1\u6548\u7387\u63d0\u534729.7%\uff0c\u800c\u6210\u672c\u964d\u4f4e16.7%\u3002\u8fd9\u4e00\u6570\u636e\u8fdb\u4e00\u6b65\u4f50\u8bc1\uff1aRTX 4090\u5728\u201c\u7b97\u529b\u4e0e\u6210\u672c\u201d\u4e4b\u95f4\u5b9e\u73b0\u4e86\u6700\u4f18\u5e73\u8861\uff0c\u5b8c\u7f8e\u5951\u5408\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\u7684\u5b9a\u4f4d\u3002<\/p>\n\n\n\n

\u4e09\u3001\u6df1\u5ea6\u89e3\u6790\uff1aRTX 4090\u6210\u4e3a\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\u7684\u6838\u5fc3\u903b\u8f91\uff083\u5927\u5e95\u5c42\u652f\u6491\uff09<\/h2>\n\n\n\n

RTX 4090\u80fd\u6210\u4e3aAI\u5f00\u53d1\u8005\u7684\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\uff0c\u5e76\u975e\u5076\u7136\uff0c\u800c\u662fNVIDIA\u67b6\u6784\u4f18\u5316\u3001\u786c\u4ef6\u53c2\u6570\u9002\u914d\u3001\u5e02\u573a\u5b9a\u4f4d\u7cbe\u51c6\u4e09\u5927\u56e0\u7d20\u5171\u540c\u4f5c\u7528\u7684\u7ed3\u679c\uff0c\u7ed3\u5408\u661f\u5b87\u667a\u7b97\u7684\u5b9e\u9645\u5e94\u7528\u6848\u4f8b\uff0c\u53ef\u62c6\u89e3\u4e3a\u4ee5\u4e0b3\u70b9\u6838\u5fc3\u903b\u8f91\uff0c\u586b\u8865\u884c\u4e1a\u5185\u5bf9\u201cRTX 4090\u9002\u914dAI\u5f00\u53d1\u201d\u7684\u6df1\u5ea6\u89e3\u6790\u7a7a\u767d\uff1a<\/p>\n\n\n\n

\uff08\u4e00\uff09\u67b6\u6784\u4f18\u5316\uff1aAda Lovelace\u67b6\u6784\u7684AI\u9002\u914d\u6027\u7a81\u7834<\/h3>\n\n\n\n

RTX 4090\u91c7\u7528\u7684Ada Lovelace\u67b6\u6784\uff084N\u5de5\u827a\uff09\uff0c\u6838\u5fc3\u4f18\u5316\u65b9\u5411\u5c31\u662f\u201c\u63d0\u5347AI\u5e76\u884c\u8fd0\u7b97\u6548\u7387\u201d\uff0c\u4e0e\u4e0a\u4e00\u4ee3Ampere\u67b6\u6784\u76f8\u6bd4\uff0c\u5176\u5173\u952e\u6539\u8fdb\u67093\u70b9\uff0c\u5747\u76f4\u63a5\u670d\u52a1\u4e8eAI\u5f00\u53d1\u9700\u6c42\uff1a<\/p>\n\n\n\n

1. \u7b2c\u56db\u4ee3Tensor Core\uff1a\u652f\u6301FP8\u52a8\u6001\u91cf\u5316\u683c\u5f0f\uff0c\u53ef\u5728\u4e0d\u635f\u5931\u6a21\u578b\u7cbe\u5ea6\u7684\u524d\u63d0\u4e0b\uff0c\u5c06\u6a21\u578b\u663e\u5b58\u5360\u7528\u964d\u4f4e50%\uff0c\u540c\u65f6\u63d0\u5347\u63a8\u7406\u901f\u5ea630%\uff0c\u8fd9\u8ba9RTX 4090\u80fd\u591f\u8f7b\u677e\u52a0\u8f7d13B\u53c2\u6570\u6a21\u578b\uff0c\u800c\u524d\u4ee3RTX 3090 Ti\u9700\u5f00\u542f\u6a21\u578b\u5207\u5206\u624d\u80fd\u5b9e\u73b0\u3002\u661f\u5b87\u667a\u7b97\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u5728LLaMA 13B\u6a21\u578b\u63a8\u7406\u4e2d\uff0c\u5f00\u542fFP8\u91cf\u5316\u540e\uff0cRTX 4090\u7684\u63a8\u7406\u901f\u5ea6\u4ece42 tokens\/\u79d2\u63d0\u5347\u81f354.6 tokens\/\u79d2\uff0c\u663e\u5b58\u5360\u7528\u4ece18.7GB\u964d\u81f39.3GB\u3002<\/p>\n\n\n\n

2. SM\u5355\u5143\u91cd\u6784\uff1a\u6bcf\u4e2aSM\u5355\u5143\u5305\u542b128\u4e2aFP32 CUDA\u6838\u5fc3\uff0c\u8f83Ampere\u67b6\u6784\u589e\u52a025%\uff0c\u540c\u65f6\u652f\u6301\u53cc\u53d1\u5c04\u673a\u5236\uff0c\u53ef\u5728\u4e00\u4e2a\u65f6\u949f\u5468\u671f\u5185\u5e76\u53d1\u6267\u884c\u4e00\u6761FP32\u6307\u4ee4\u548c\u4e00\u6761INT32\u6307\u4ee4\uff0c\u63d0\u5347\u6307\u4ee4\u7ea7\u5e76\u884c\u5ea6\uff0c\u8ba9AI\u8bad\u7ec3\u4e2d\u7684\u77e9\u9635\u8fd0\u7b97\u6548\u7387\u63d0\u534725%\u4ee5\u4e0a\u3002<\/p>\n\n\n\n

3. \u663e\u5b58\u5b50\u7cfb\u7edf\u5347\u7ea7\uff1aGDDR6X\u663e\u5b58\u5e26\u5bbd\u63d0\u5347\u81f31008GB\/s\uff0c\u8f83RTX 3090 Ti\u63d0\u53477.7%\uff0c\u53ef\u5feb\u901f\u4f20\u8f93AI\u8bad\u7ec3\u4e2d\u7684\u6d77\u91cf\u6570\u636e\uff0c\u907f\u514d\u51fa\u73b0\u201c\u7b97\u529b\u95f2\u7f6e\u3001\u663e\u5b58\u62d6\u540e\u817f\u201d\u7684\u60c5\u51b5\u3002\u5728AlphaFold2\u86cb\u767d\u8d28\u6298\u53e0\u6a21\u62df\u4e2d\uff0cRTX 4090\u5355\u5361\u5355\u65e5\u53ef\u5b8c\u621022\u4e2a\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\uff0c\u8f83RTX 3090 Ti\u63d0\u534710%\u3002<\/p>\n\n\n\n

\uff08\u4e8c\uff09\u53c2\u6570\u9002\u914d\uff1a\u7cbe\u51c6\u5339\u914dAI\u5f00\u53d1\u8005\u7684\u6838\u5fc3\u9700\u6c42\u75db\u70b9<\/h3>\n\n\n\n

AI\u5f00\u53d1\u8005\u7684\u6838\u5fc3\u75db\u70b9\u5e76\u975e\u201c\u8ffd\u6c42\u6781\u81f4\u7b97\u529b\u201d\uff0c\u800c\u662f\u201c\u7b97\u529b\u591f\u7528\u3001\u6210\u672c\u53ef\u63a7\u3001\u4f7f\u7528\u4fbf\u6377\u201d\uff0cRTX 4090\u7684\u6838\u5fc3\u53c2\u6570\u6070\u597d\u7cbe\u51c6\u547d\u4e2d\u8fd9\u4e09\u70b9\uff1a<\/p>\n\n\n\n

1. 24GB\u663e\u5b58\uff1a\u8fd9\u662fRTX 4090\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u4e4b\u4e00\uff0c\u4e5f\u662fAI\u5f00\u53d1\u8005\u6700\u770b\u91cd\u7684\u53c2\u6570\u3002\u5b9e\u6d4b\u663e\u793a\uff0c80%\u4ee5\u4e0a\u7684AI\u5f00\u53d1\u8005\u65e5\u5e38\u5f00\u53d1\u4efb\u52a1\u96c6\u4e2d\u57287B-13B\u53c2\u6570\u6a21\u578b\uff0c\u8fd9\u7c7b\u6a21\u578b\u5168\u91cf\u52a0\u8f7d\u6240\u9700\u663e\u5b58\u4e3a12-20GB\uff0c24GB\u663e\u5b58\u53ef\u5b8c\u5168\u8986\u76d6\uff0c\u65e0\u9700\u8fdb\u884c\u6a21\u578b\u5207\u5206\uff08\u6a21\u578b\u5207\u5206\u4f1a\u589e\u52a0\u5f00\u53d1\u96be\u5ea6\uff0c\u964d\u4f4e\u8bad\u7ec3\u901f\u5ea6\uff09\u3002\u800cTesla T4\u768416GB\u663e\u5b58\uff0c\u65e0\u6cd5\u5168\u91cf\u52a0\u8f7d13B\u53c2\u6570\u6a21\u578b\uff0c\u9700\u8fdb\u884c\u5206\u5e03\u5f0f\u5207\u5206\uff0c\u5f00\u53d1\u6548\u7387\u964d\u4f4e40%\u4ee5\u4e0a\u3002<\/p>\n\n\n\n

2. \u53ef\u63a7\u7684\u529f\u8017\u4e0e\u8fd0\u7ef4\u6210\u672c\uff1aRTX 4090\u5355\u5361TDP\u4e3a450W\uff0c\u914d\u5408\u661f\u5b87\u667a\u7b97\u670d\u52a1\u5668\u76843000W\u5197\u4f59\u7535\u6e90\u4e0e\u591a\u533a\u98ce\u9053\u6563\u70ed\u7cfb\u7edf\uff0c\u53ef\u7a33\u5b9a\u8fd0\u884c\uff0c72\u5c0f\u65f6\u6ee1\u8d1f\u8f7d\u5b9e\u6d4b\u6e29\u5ea6\u7a33\u5b9a\u572870-75\u2103\uff0c\u65e0\u964d\u9891\u3001\u65e0\u6b7b\u673a\u3002\u540c\u65f6\uff0c\u4f5c\u4e3a\u6d88\u8d39\u7ea7\u663e\u5361\uff0cRTX 4090\u7684\u7ef4\u4fee\u914d\u4ef6\u6613\u83b7\u53d6\uff0c\u7ef4\u4fee\u6210\u672c\u8f83\u4e13\u4e1a\u7ea7\u663e\u5361\uff08\u5982A100\uff09\u4f4e60%\u4ee5\u4e0a\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9b7\u00d724\u5c0f\u65f6\u4e00\u5bf9\u4e00\u6280\u672f\u652f\u6301\uff0c\u6545\u969c\u54cd\u5e94\u22644\u5c0f\u65f6\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u5f00\u53d1\u8005\u7684\u8fd0\u7ef4\u6210\u672c\u3002<\/p>\n\n\n\n

3. \u5168\u6846\u67b6\u9002\u914d\uff1aRTX 4090\u652f\u6301PyTorch\u3001TensorFlow\u3001MXNet\u7b49\u6240\u6709\u4e3b\u6d41AI\u5f00\u53d1\u6846\u67b6\uff0c\u9a71\u52a8\u5b89\u88c5\u7b80\u5355\uff0c\u65e0\u9700\u4e13\u4e1a\u6280\u672f\u50a8\u5907\uff0c\u4e2a\u4eba\u5f00\u53d1\u8005\u53ef\u57281\u5c0f\u65f6\u5185\u5b8c\u6210\u73af\u5883\u914d\u7f6e\u3002\u661f\u5b87\u667a\u7b97RTX 4090\u670d\u52a1\u5668\u9884\u7f6eUbuntu 24.04 + CUDA 12.8 + Conda 25.11.1\u73af\u5883\uff0c\u5185\u7f6e\u6d77\u91cf\u6570\u636e\u96c6\u4e0e\u6a21\u578b\u8d44\u6e90\uff0c\u5f00\u53d1\u8005\u65e0\u9700\u82b1\u8d39\u6570\u5929\u65f6\u95f4\u914d\u7f6e\u73af\u5883\u3001\u89e3\u51b3Python\u5305\u51b2\u7a81\uff0c\u4e00\u952e\u5373\u53ef\u542f\u52a8\u4efb\u52a1\u3002<\/p>\n\n\n\n

\uff08\u4e09\uff09\u5e02\u573a\u5b9a\u4f4d\uff1a\u586b\u8865\u201c\u6d88\u8d39\u7ea7\u4e0e\u4e13\u4e1a\u7ea7\u201d\u7684\u7b97\u529b\u7a7a\u767d<\/h3>\n\n\n\n

\u5f53\u524dAI\u7b97\u529b\u5e02\u573a\u5b58\u5728\u660e\u663e\u7684\u201c\u4e24\u6781\u5206\u5316\u201d\uff1a\u4e13\u4e1a\u7ea7GPU\uff08A100\u3001H100\uff09\u7b97\u529b\u5f3a\u4f46\u4ef7\u683c\u6602\u8d35\uff0c\u9002\u5408\u5927\u578b\u4f01\u4e1a\u4e0e\u79d1\u7814\u673a\u6784\uff1b\u6d88\u8d39\u7ea7\u5165\u95e8\u663e\u5361\uff08RTX 3060\u3001RTX 4070\uff09\u4ef7\u683c\u4f4e\u4f46\u7b97\u529b\u4e0d\u8db3\uff0c\u65e0\u6cd5\u652f\u6491\u4e2d\u5c0f\u89c4\u6a21\u6a21\u578b\u8bad\u7ec3\uff1b\u800cRTX 4090\u6070\u597d\u586b\u8865\u4e86\u8fd9\u4e00\u7a7a\u767d\uff0c\u4ee5\u201c\u6d88\u8d39\u7ea7\u4ef7\u683c\u3001\u4e13\u4e1a\u7ea7\u5165\u95e8\u7b97\u529b\u201d\uff0c\u8986\u76d6\u4e86\u4e2a\u4eba\u5f00\u53d1\u8005\u3001\u4e2d\u5c0f\u56e2\u961f\u3001\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u7b49\u4e3b\u6d41AI\u5f00\u53d1\u7fa4\u4f53\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b972026\u5e743\u6708\u7528\u6237\u6570\u636e\u663e\u793a\uff0c\u5176RTX 4090\u670d\u52a1\u5668\u7528\u6237\u4e2d\uff0c\u4e2a\u4eba\u5f00\u53d1\u8005\u5360\u6bd458%\uff0c\u4e2d\u5c0f\u56e2\u961f\u5360\u6bd432%\uff0c\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u5360\u6bd410%\uff0c\u8fd9\u4e00\u6570\u636e\u4e0eRTX 4090\u7684\u5e02\u573a\u5b9a\u4f4d\u9ad8\u5ea6\u5951\u5408\u3002\u540c\u65f6\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9b\u7075\u6d3b\u7684\u8ba1\u8d39\u65b9\u5f0f\uff0c\u5c0f\u65f6\u79df2.1\u5143\/\u5c0f\u65f6\u3001\u65e5\u79df50\u5143\/\u5929\u3001\u6708\u79df6900\u5143\uff0c\u957f\u671f\u79df\u8d41\uff086\u4e2a\u6708\u53ca\u4ee5\u4e0a\uff09\u53ef\u4eab\u53d75\u6298\u4f18\u60e0\uff0c\u6298\u540e\u4f4e\u81f33450\u5143\/\u6708\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u4e86\u4e2a\u4eba\u4e0e\u4e2d\u5c0f\u56e2\u961f\u7684\u7b97\u529b\u6210\u672c\uff0c\u8ba9RTX 4090\u7684\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\u5b9a\u4f4d\u5f97\u4ee5\u843d\u5730\u3002<\/p>\n\n\n\n

\u56db\u3001\u573a\u666f\u843d\u5730\uff1aRTX 4090\u201c\u5e73\u6c11\u8d85\u8dd1\u201d\u7684\u5b9e\u9645\u5e94\u7528\uff08\u661f\u5b87\u667a\u7b97\u7528\u6237\u6848\u4f8b\uff09<\/h2>\n\n\n\n

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