{"id":327167,"date":"2024-05-21T22:20:52","date_gmt":"2024-05-21T14:20:52","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/327167.html"},"modified":"2024-05-21T22:21:19","modified_gmt":"2024-05-21T14:21:19","slug":"gpu%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%93%aa%e5%ae%b6%e4%be%bf%e5%ae%9c","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/327167.html","title":{"rendered":"GPU\u670d\u52a1\u5668\u54ea\u5bb6\u4fbf\u5b9c"},"content":{"rendered":"

\"GPU\u670d\u52a1\u5668\u54ea\u5bb6\u4fbf\u5b9c\"<\/p>\n

GPU\u670d\u52a1\u5668\u7684\u4ef7\u683c\u56e0\u7d20\u5305\u62ecGPU\u578b\u53f7\u3001\u670d\u52a1\u5668\u914d\u7f6e\u3001\u79df\u7528\u65f6\u957f\u548c\u670d\u52a1\u63d0\u4f9b\u5546<\/strong>\u7b49\u3002\u4e00\u822c\u6765\u8bf4\uff0c\u62e5\u6709\u6027\u80fd\u8f83\u9ad8\u7684GPU\u3001\u9ad8\u914d\u7f6e\u7684\u670d\u52a1\u5668\u3001\u957f\u671f\u79df\u7528\u5408\u540c\u548c\u7ade\u4e89\u529b\u8f83\u5f3a\u7684\u670d\u52a1\u63d0\u4f9b\u5546<\/strong>\u5f80\u5f80\u80fd\u63d0\u4f9b\u66f4\u7ecf\u6d4e\u7684\u9009\u9879\u3002\u5177\u4f53\u800c\u8a00\uff0c\u670d\u52a1\u5546\u5982NVIDIA\u81ea\u5bb6\u7684\u4e91\u670d\u52a1\u5e73\u53f0\u3001\u4e9a\u9a6c\u900aAWS\u3001\u8c37\u6b4c\u4e91\u5e73\u53f0\uff08GCP\uff09\u548c\u5fae\u8f6fAzure\u90fd\u63d0\u4f9bGPU\u670d\u52a1\u5668\u79df\u7528\u670d\u52a1\uff0c\u5b83\u4eec\u7684\u5b9a\u4ef7\u7b56\u7565\u5404\u5f02\u3001\u7ecf\u5e38\u6709\u4f18\u60e0\u6d3b\u52a8\uff0c\u56e0\u6b64\u9700\u8981\u6839\u636e\u5b9e\u9645\u9700\u6c42\u548c\u9884\u7b97\u505a\u51fa\u9009\u62e9\u3002\u5bf9\u4e8e\u6027\u4ef7\u6bd4\u8f83\u9ad8\u7684GPU\u670d\u52a1\u5668\uff0c\u53ef\u4ee5\u8003\u8651\u5c0f\u578b\u6216\u533a\u57df\u6027\u4e91\u670d\u52a1\u5546\uff0c\u4ed6\u4eec\u53ef\u80fd\u56e0\u4e3a\u8fd0\u8425\u6210\u672c\u8f83\u4f4e\u800c\u63d0\u4f9b\u66f4\u4fbf\u5b9c\u7684\u9009\u9879\u3002<\/p>\n<\/p>\n

\u4e00\u3001GPU\u670d\u52a1\u5668\u7684\u7ec4\u6210\u8981\u7d20<\/h3>\n<\/p>\n

GPU\u670d\u52a1\u5668\u7684\u4ef7\u683c\u7531\u591a\u4e2a\u56e0\u7d20\u51b3\u5b9a\uff0c\u4e3b\u8981\u5305\u62ec\u786c\u4ef6\u6210\u672c\u3001\u7ef4\u62a4\u8d39\u7528\u3001\u80fd\u6e90\u6d88\u8017\u7b49\u3002\u9ad8\u6027\u80fd\u7684GPU\u663e\u5361\u5f80\u5f80\u4ef7\u683c\u6602\u8d35\uff0c\u4e14\u968f\u7740\u6280\u672f\u7684\u66f4\u65b0\u6362\u4ee3\uff0c\u65b0\u4e00\u4ee3\u7684GPU\u4ef7\u683c\u901a\u5e38\u8f83\u9ad8\u3002\u670d\u52a1\u5668\u7684\u5176\u4ed6\u7ec4\u4ef6\uff0c\u5982CPU\u3001\u5185\u5b58\u3001\u5b58\u50a8\u548c\u7f51\u7edc\u5e26\u5bbd\u4e5f\u4f1a\u5bf9\u4ef7\u683c\u4ea7\u751f\u5f71\u54cd\u3002<\/p>\n<\/p>\n

\u786c\u4ef6\u6210\u672c<\/h4>\n<\/p>\n

GPU\u670d\u52a1\u5668\u7684\u6838\u5fc3\u786c\u4ef6\u662f\u5176\u663e\u5361\uff0cNVIDIA\u548cAMD\u662f\u5e02\u573a\u4e0a\u4e3b\u8981\u7684\u4e24\u5bb6GPU\u5236\u9020\u5546\u3002NVIDIA\u7684Tesla\u3001Quadro\u548cRTX\u7cfb\u5217\u3001AMD\u7684Radeon Instinct\u548cRadeon Pro\u7cfb\u5217\u90fd\u662f\u4e13\u4e3a\u670d\u52a1\u5668\u8bbe\u8ba1\u7684\u4ea7\u54c1\u3002\u8fd9\u4e9bGPU\u901a\u5e38\u5177\u6709\u5927\u91cfCUDA\u6838\u5fc3\u6216\u6d41\u5904\u7406\u5668\u3001\u9ad8\u901f\u5185\u5b58\u548c\u4e13\u4e1a\u7684\u6563\u70ed\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u6ee1\u8db3\u6570\u636e\u4e2d\u5fc3\u8fd0\u884c24\/7\u7684\u9700\u6c42\u3002<\/p>\n<\/p>\n

\u7ef4\u62a4\u4e0e\u80fd\u6e90\u6d88\u8017<\/h4>\n<\/p>\n

GPU\u670d\u52a1\u5668\u5728\u8fd0\u884c\u65f6\u4f1a\u4ea7\u751f\u5927\u91cf\u70ed\u91cf\uff0c\u56e0\u6b64\u9700\u8981\u9ad8\u6548\u7684\u6563\u70ed\u7cfb\u7edf\u6765\u4fdd\u8bc1\u7a33\u5b9a\u8fd0\u884c\uff0c\u8fd9\u4f1a\u5e26\u6765\u989d\u5916\u7684\u80fd\u6e90\u6d88\u8017\u548c\u7ef4\u62a4\u6210\u672c\u3002\u6b64\u5916\uff0c\u6570\u636e\u4e2d\u5fc3\u8fd8\u9700\u8981\u6295\u8d44\u5728\u4e0d\u95f4\u65ad\u7535\u6e90\u4f9b\u5e94\u3001\u7f51\u7edc\u8bbe\u65bd\u548c\u5b89\u5168\u7cfb\u7edf\u4e0a\uff0c\u4ee5\u786e\u4fdd\u670d\u52a1\u7684\u8fde\u7eed\u6027\u548c\u6570\u636e\u7684\u5b89\u5168\u6027\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u79df\u7528\u65f6\u957f\u5bf9\u4ef7\u683c\u7684\u5f71\u54cd<\/h3>\n<\/p>\n

\u79df\u7528GPU\u670d\u52a1\u5668\u7684\u65f6\u95f4\u957f\u5ea6\u901a\u5e38\u4f1a\u5f71\u54cd\u603b\u4f53\u6210\u672c\u3002\u957f\u671f\u79df\u7528\u5f80\u5f80\u80fd\u591f\u4eab\u53d7\u5230\u66f4\u4f18\u60e0\u7684\u4ef7\u683c\uff0c\u56e0\u4e3a\u670d\u52a1\u63d0\u4f9b\u5546\u53ef\u4ee5\u901a\u8fc7\u957f\u671f\u5408\u540c\u51cf\u5c11\u8d44\u6e90\u7684\u7a7a\u95f2\u65f6\u95f4\u548c\u9884\u6d4b\u672a\u6765\u7684\u6536\u5165\u3002<\/p>\n<\/p>\n

\u77ed\u671f\u79df\u7528<\/h4>\n<\/p>\n

\u77ed\u671f\u79df\u7528\u901a\u5e38\u6309\u5c0f\u65f6\u6216\u6309\u5929\u8ba1\u8d39\uff0c\u9002\u5408\u9700\u8981\u4e34\u65f6\u6216\u95f4\u6b47\u6027\u5904\u7406\u5927\u91cf\u6570\u636e\u7684\u7528\u6237\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4e00\u6b21\u6027\u7684\u6570\u636e\u5206\u6790\u9879\u76ee\u6216\u4e34\u65f6\u7684\u6e32\u67d3\u4efb\u52a1\uff0c\u77ed\u671f\u79df\u7528\u662f\u4e00\u4e2a\u6210\u672c\u6548\u76ca\u9ad8\u7684\u9009\u62e9\u3002<\/p>\n<\/p>\n

\u957f\u671f\u79df\u7528<\/h4>\n<\/p>\n

\u5bf9\u4e8e\u9700\u8981\u957f\u65f6\u95f4\u8fd0\u884c\u673a\u5668\u5b66\u4e60<\/a>\u6a21\u578b\u6216\u6301\u7eed\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u7684\u4f01\u4e1a\u548c\u7814\u7a76\u673a\u6784\uff0c\u957f\u671f\u79df\u7528\u80fd\u591f\u63d0\u4f9b\u66f4\u4f4e\u7684\u5355\u4ef7\u3002\u957f\u671f\u79df\u7528\u5951\u7ea6\u901a\u5e38\u5305\u62ec\u6708\u5ea6\u6216\u5e74\u5ea6\u8ba1\u5212\uff0c\u4e14\u7ecf\u5e38\u4f34\u968f\u7740\u4e00\u5b9a\u7a0b\u5ea6\u7684\u6298\u6263\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u670d\u52a1\u63d0\u4f9b\u5546\u7684\u9009\u62e9<\/h3>\n<\/p>\n

\u9009\u62e9\u54ea\u5bb6\u670d\u52a1\u63d0\u4f9b\u5546\u662f\u5f71\u54cdGPU\u670d\u52a1\u5668\u4ef7\u683c\u7684\u91cd\u8981\u56e0\u7d20\u3002\u5e02\u573a\u4e0a\u7684\u4e3b\u8981\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u901a\u5e38\u80fd\u591f\u63d0\u4f9b\u5168\u9762\u7684\u670d\u52a1\u548c\u826f\u597d\u7684\u6027\u80fd\u4fdd\u8bc1\uff0c\u4f46\u4ef7\u683c\u4e0d\u4e00\u5b9a\u662f\u6700\u4f18\u7684\u3002<\/p>\n<\/p>\n

\u5927\u578b\u670d\u52a1\u63d0\u4f9b\u5546<\/h4>\n<\/p>\n

\u5927\u578b\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u5982AWS\u3001GCP\u548cAzure\u62e5\u6709\u5f3a\u5927\u7684\u57fa\u7840\u8bbe\u65bd\u548c\u5e7f\u6cdb\u7684\u670d\u52a1\u7f51\u7edc\uff0c\u80fd\u591f\u63d0\u4f9b\u7a33\u5b9a\u53ef\u9760\u7684\u670d\u52a1\u3002\u4ed6\u4eec\u7684GPU\u670d\u52a1\u5668\u9009\u9879\u4e30\u5bcc\uff0c\u80fd\u591f\u6ee1\u8db3\u4e0d\u540c\u5ba2\u6237\u7684\u9700\u6c42\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u670d\u52a1\u63d0\u4f9b\u5546\u7684\u5b9a\u4ef7\u901a\u5e38\u8f83\u9ad8\uff0c\u4f46\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u957f\u671f\u79df\u7528\u5408\u540c\u3001\u9884\u7559\u5b9e\u4f8b\u6216\u4f7f\u7528\u4ed6\u4eec\u7684\u7ade\u4ef7\u5b9e\u4f8b\u7b49\u65b9\u5f0f\u6765\u964d\u4f4e\u6210\u672c\u3002<\/p>\n<\/p>\n

\u5c0f\u578b\u6216\u533a\u57df\u6027\u670d\u52a1\u63d0\u4f9b\u5546<\/h4>\n<\/p>\n

\u5c0f\u578b\u6216\u533a\u57df\u6027\u7684\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u53ef\u80fd\u6ca1\u6709\u5927\u578b\u63d0\u4f9b\u5546\u90a3\u6837\u7684\u89c4\u6a21\u548c\u670d\u52a1\u8303\u56f4\uff0c\u4f46\u4ed6\u4eec\u53ef\u80fd\u56e0\u4e3a\u66f4\u4f4e\u7684\u8fd0\u8425\u6210\u672c\u800c\u63d0\u4f9b\u66f4\u6709\u7ade\u4e89\u529b\u7684\u4ef7\u683c\u3002\u6b64\u5916\uff0c\u5982\u679c\u670d\u52a1\u63d0\u4f9b\u5546\u4f4d\u4e8e\u7528\u6237\u7684\u5730\u7406\u4f4d\u7f6e\u9644\u8fd1\uff0c\u8fd8\u53ef\u4ee5\u51cf\u5c11\u6570\u636e\u4f20\u8f93\u5ef6\u8fdf\u548c\u6210\u672c\u3002<\/p>\n<\/p>\n

\u56db\u3001\u6027\u4ef7\u6bd4\u5206\u6790<\/h3>\n<\/p>\n

\u5728\u8003\u8651GPU\u670d\u52a1\u5668\u54ea\u5bb6\u4fbf\u5b9c\u65f6\uff0c\u91cd\u8981\u7684\u662f\u8fdb\u884c\u5168\u9762\u7684\u6027\u4ef7\u6bd4\u5206\u6790\uff0c\u6743\u8861\u4ef7\u683c\u3001\u6027\u80fd\u3001\u670d\u52a1\u548c\u652f\u6301\u7b49\u591a\u4e2a\u65b9\u9762\u3002<\/p>\n<\/p>\n

\u4ef7\u683c\u4e0e\u6027\u80fd\u7684\u5e73\u8861<\/h4>\n<\/p>\n

\u9009\u62e9GPU\u670d\u52a1\u5668\u65f6\u8981\u8003\u8651\u6240\u9700\u7684\u8ba1\u7b97\u6027\u80fd\u548c\u4ef7\u683c\u4e4b\u95f4\u7684\u5e73\u8861\u3002\u5bf9\u4e8e\u8981\u6c42\u4e0d\u9ad8\u7684\u4efb\u52a1\uff0c\u53ef\u80fd\u65e0\u9700\u6700\u9ad8\u7aef\u7684GPU\uff0c\u4e2d\u7aef\u6216\u65e7\u4e00\u4ee3\u7684GPU\u5c31\u80fd\u6ee1\u8db3\u9700\u6c42\uff0c\u8fd9\u6837\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u6210\u672c\u3002<\/p>\n<\/p>\n

\u670d\u52a1\u4e0e\u652f\u6301\u7684\u8003\u91cf<\/h4>\n<\/p>\n

\u9664\u4e86\u786c\u4ef6\u6210\u672c\uff0c\u670d\u52a1\u63d0\u4f9b\u5546\u63d0\u4f9b\u7684\u670d\u52a1\u8d28\u91cf\u548c\u6280\u672f\u652f\u6301\u4e5f\u662f\u9009\u62e9\u65f6\u9700\u8981\u8003\u8651\u7684\u56e0\u7d20\u3002\u4f18\u8d28\u7684\u5ba2\u6237\u670d\u52a1\u53ef\u4ee5\u51cf\u5c11\u6f5c\u5728\u7684\u8fd0\u7ef4\u95ee\u9898\uff0c\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

1. \u4f60\u77e5\u9053\u54ea\u5bb6\u516c\u53f8\u63d0\u4f9b\u4ef7\u683c\u76f8\u5bf9\u4fbf\u5b9c\u7684GPU\u670d\u52a1\u5668\uff1f<\/strong><\/p>\n

\u5728GPU\u670d\u52a1\u5668\u5e02\u573a\u4e0a\uff0c\u6709\u8bb8\u591a\u516c\u53f8\u63d0\u4f9b\u4ef7\u683c\u76f8\u5bf9\u4fbf\u5b9c\u7684\u9009\u9879\u3002\u4e00\u4e9b\u77e5\u540d\u7684\u63d0\u4f9b\u5546\u5305\u62ec\u4e9a\u9a6c\u900aAWS\u3001\u8c37\u6b4c\u4e91\u548c\u5fae\u8f6fAzure\u3002\u8fd9\u4e9b\u516c\u53f8\u90fd\u63d0\u4f9b\u53ef\u6269\u5c55\u7684GPU\u5b9e\u4f8b\uff0c\u53ef\u4ee5\u6839\u636e\u4f60\u7684\u9700\u6c42\u9009\u62e9\u9002\u5408\u4f60\u9884\u7b97\u7684\u9009\u9879\u3002<\/p>\n

2. \u5982\u4f55\u627e\u5230\u4ef7\u683c\u4fbf\u5b9c\u7684GPU\u670d\u52a1\u5668\uff1f<\/strong><\/p>\n

\u5982\u679c\u4f60\u60f3\u627e\u5230\u4ef7\u683c\u4fbf\u5b9c\u7684GPU\u670d\u52a1\u5668\uff0c\u6709\u4e00\u4e9b\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u4f60\u3002\u9996\u5148\uff0c\u4f60\u53ef\u4ee5\u6bd4\u8f83\u4e0d\u540c\u4f9b\u5e94\u5546\u7684\u5b9a\u4ef7\u548c\u670d\u52a1\u3002\u5176\u6b21\uff0c\u4f60\u53ef\u4ee5\u5bfb\u627e\u7279\u522b\u7684\u4f18\u60e0\u6d3b\u52a8\u6216\u6298\u6263\u7801\uff0c\u4ee5\u83b7\u53d6\u66f4\u597d\u7684\u4ef7\u683c\u3002\u53e6\u5916\uff0c\u4f60\u8fd8\u53ef\u4ee5\u8003\u8651\u9009\u62e9\u6309\u9700\u4ed8\u8d39\u6216\u9884\u7559\u5b9e\u4f8b\uff0c\u8fd9\u4e9b\u9009\u9879\u53ef\u80fd\u6bd4\u6301\u7eed\u4f7f\u7528\u7684\u5b9e\u4f8b\u66f4\u4fbf\u5b9c\u3002<\/p>\n

3. \u9664\u4e86\u4ef7\u683c\u4fbf\u5b9c\uff0c\u9009\u62e9GPU\u670d\u52a1\u5668\u8fd8\u9700\u8981\u8003\u8651\u54ea\u4e9b\u56e0\u7d20\uff1f<\/strong><\/p>\n

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