{"id":3405,"date":"2025-07-01T17:36:37","date_gmt":"2025-07-01T09:36:37","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3405"},"modified":"2025-07-01T17:36:37","modified_gmt":"2025-07-01T09:36:37","slug":"a-comprehensive-analysis-of-aws-gpu-pricing-key-cost-considerations","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/a-comprehensive-analysis-of-aws-gpu-pricing-key-cost-considerations\/","title":{"rendered":"AWS GPU Pricing \u5168\u89e3\u6790\uff1a\u95dc\u9375\u6210\u672c\u8003\u91cf"},"content":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u6167\u3001\u6df1\u5ea6\u5b78\u7fd2\u3001\u5716\u5f62\u6e32\u67d3\u7b49\u9ad8\u6548\u80fd\u904b\u7b97\u5834\u666f\u4e2d\uff0cGPU \u5df2\u6210\u70ba\u7b97\u529b\u6838\u5fc3\u3002\u9762\u5c0dAI \u8207\u5927\u6a21\u578b\u9700\u6c42\u7684\u5feb\u901f\u6210\u9577\uff0c\u4f01\u696d\u8d8a\u4f86\u8d8a\u50be\u5411\u9078\u64c7AWS \u7684GPU \u5be6\u4f8b\uff0c\u800c\u6210\u672c\u4e5f\u6210\u70ba\u95dc\u9375\u8003\u91cf\u3002\u672c\u6587\u7c21\u8981\u89e3\u6790AWS GPU \u57f7\u884c\u500b\u9ad4\u985e\u578b\u3001\u5b9a\u50f9\u7d50\u69cb\uff0c\u4e26\u4ecb\u7d39\u6211\u5011\u4f5c\u70baAWS \u6388\u6b0a\u4ee3\u7406\u5546\u53ef\u63d0\u4f9b\u7684\u652f\u63f4\u670d\u52d9\uff0c\u5354\u52a9\u4f01\u696d\u5728\u7b97\u529b\u8207\u6210\u672c\u4e4b\u9593\u53d6\u5f97\u5e73\u8861\u3002<\/p>\n<p>AWS \u76ee\u524d\u4e3b\u63a8\u56db\u5927\u985eGPU \u57f7\u884c\u500b\u9ad4\uff1a<\/p>\n<ul>\n<li><strong>P\u7cfb\u5217<\/strong>\uff08\u5982P4\u3001P5\uff09\uff1a\u914d\u5099NVIDIA A100\uff0c\u9069\u5408\u5927\u6a21\u578b\u8a13\u7df4\uff1b<\/li>\n<li><strong>G\u7cfb\u5217<\/strong>\uff08\u5982G5\uff09\uff1a\u642d\u8f09A10G\uff0c\u9069\u7528\u65bc\u63a8\u7406\u3001\u5716\u5f62\u6e32\u67d3\uff0c\u6027\u50f9\u6bd4\u9ad8\uff1b<\/li>\n<li><strong>Inf \u7cfb\u5217<\/strong>\uff1aAWS \u81ea\u7814Inferentia \u6676\u7247\uff0c\u5c08\u70ba\u63a8\u7406\u8a2d\u8a08\uff1b<\/li>\n<li><strong>Trn \u7cfb\u5217<\/strong>\uff1a\u57fa\u65bcTrainium \u6676\u7247\uff0c\u9069\u7528\u65bc\u5927\u898f\u6a21\u8a13\u7df4\u4efb\u52d9\u3002<\/li>\n<\/ul>\n<p>GPU \u57f7\u884c\u500b\u9ad4\u50f9\u683c\u53d7\u591a\u91cd\u56e0\u7d20\u5f71\u97ff\uff1a<\/p>\n<ul>\n<li><strong>\u6309\u9700\u8a08\u8cbb<\/strong>\uff1a\u6700\u9748\u6d3b\uff0c\u4f46\u50f9\u683c\u6700\u9ad8\uff0c\u5982P4d \u6bcf\u5c0f\u6642\u7d04$32.77\uff1b<\/li>\n<li><strong>Reserved Instances \/ Savings Plans<\/strong>\uff1a\u9810\u7559\u8cc7\u6e90\uff0c\u7bc0\u7701\u9ad8\u905472%\uff1b<\/li>\n<li><strong>Spot \u5be6\u4f8b<\/strong>\uff1a\u57fa\u65bc\u7a7a\u9592\u5bb9\u91cf\uff0c\u6298\u6263\u53ef\u905490%\uff0c\u9069\u5408\u4e2d\u65b7\u5bb9\u5fcd\u578b\u4efb\u52d9\uff1b<\/li>\n<li><strong>Elastic Inference<\/strong>\uff1a\u5728\u90e8\u5206\u4efb\u52d9\u4e2d\u70ba\u5be6\u4f8b\u63d0\u4f9b\u4f4e\u6210\u672c\u63a8\u7406\u52a0\u901f\u3002<\/li>\n<\/ul>\n<p>\u6b64\u5916\uff0cGPU \u57f7\u884c\u500b\u9ad4\u901a\u5e38\u9700\u8981\u914d\u5408EBS \u6216S3 \u5132\u5b58\u4f7f\u7528\uff0c\u8cc7\u6599\u50b3\u8f38\u4e5f\u6703\u7522\u751f\u984d\u5916\u8cbb\u7528\u3002\u70ba\u4e86\u964d\u4f4e\u6574\u9ad4\u6210\u672c\uff0c\u5efa\u8b70\u6839\u64da\u4efb\u52d9\u985e\u578b\u9078\u64c7\u5408\u9069\u5be6\u4f8b\uff0c\u4e26\u9748\u6d3b\u7d50\u5408Spot\u3001RI \u6216SageMaker \u7b49\u670d\u52d9\u4f86\u5be6\u73fe\u81ea\u52d5\u64f4\u7e2e\u5bb9\u3002<\/p>\n<p>\u76f8\u8f03\u672c\u5730\u90e8\u7f72\uff0cAWS GPU \u7121\u9700\u524d\u671f\u786c\u9ad4\u6295\u5165\uff0c\u5177\u5099\u5f48\u6027\u64f4\u5c55\u3001\u81ea\u52d5\u7dad\u8b77\u8207\u6301\u7e8c\u5347\u7d1a\u512a\u52e2\uff0c\u540c\u6642\u53ef\u5feb\u901f\u5b58\u53d6A100\u3001H100 \u7b49\u9802\u7d1aGPU \u8cc7\u6e90\u3002<\/p>\n<p>\u6211\u5011\u5728\u96f2\u7aef\u4e0a\u64d4\u4efbAWS \u5b98\u65b9\u6388\u6b0a\u4ee3\u7406\u5546\uff0c\u53ef\u70ba\u60a8\u63d0\u4f9bGPU \u5be6\u4f8b\u9078\u578b\u5efa\u8b70\u3001\u6210\u672c\u6e2c\u7b97\u3001\u7bc0\u7701\u8a08\u756b\u914d\u7f6e\u3001MDF \u8cc7\u91d1\u652f\u63f4\u7533\u8acb\u53ca\u6280\u8853\u8cc7\u6e90\u5c0d\u63a5\uff0c\u5354\u52a9\u4f01\u696d\u9ad8\u6548\u90e8\u7f72AI \u904b\u7b97\u4efb\u52d9\u3002<\/p>\n<p>\u6b61\u8fce\u6383\u63cf\u9801\u9762\u5e95\u90e8\u4e8c\u7dad\u78bc\u806f\u7d61\u6211\u5011\uff0c\u53d6\u5f97\u5ba2\u88fd\u5316GPU \u96f2\u7aef\u89e3\u6c7a\u65b9\u6848\uff01<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u6167\u3001\u6df1\u5ea6\u5b78\u7fd2\u3001\u5716\u5f62\u6e32\u67d3\u7b49\u9ad8\u6548\u80fd\u904b\u7b97\u5834\u666f\u4e2d\uff0cGPU \u5df2\u6210\u70ba\u7b97\u529b\u6838\u5fc3\u3002\u9762\u5c0dAI \u8207\u5927\u6a21\u578b\u9700\u6c42\u7684\u5feb\u901f\u6210\u9577\uff0c\u4f01\u696d\u8d8a\u4f86\u8d8a\u50be\u5411\u9078\u64c7AWS \u7684GPU \u5be6\u4f8b\uff0c\u800c\u6210\u672c\u4e5f\u6210\u70ba\u95dc\u9375\u8003\u91cf\u3002\u672c\u6587\u7c21\u8981\u89e3\u6790AWS GPU \u57f7\u884c\u500b\u9ad4\u985e\u578b\u3001\u5b9a\u50f9\u7d50\u69cb\uff0c\u4e26\u4ecb\u7d39\u6211\u5011\u4f5c\u70baAWS 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