{"id":2592,"date":"2025-02-18T16:59:10","date_gmt":"2025-02-18T08:59:10","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2592"},"modified":"2025-02-18T16:59:10","modified_gmt":"2025-02-18T08:59:10","slug":"dyajhjsajsytsxn","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/zh_hk\/dyajhjsajsytsxn\/","title":{"rendered":"DeepSeek-R1\u8207AWS EC2\u7d50\u5408\uff1a\u52a0\u901fAI\u904b\u7b97\u8207\u63d0\u5347\u6548\u80fd"},"content":{"rendered":"<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u548c\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u7684\u4e0d\u65b7\u9032\u6b65\uff0c\u4f01\u696d\u5c0d\u65bc\u5f37\u5927\u3001\u9ad8\u6548\u7684\u904b\u7b97\u8cc7\u6e90\u9700\u6c42\u9010\u6f38\u589e\u52a0\u3002\u70ba\u4e86\u61c9\u5c0d\u9019\u9805\u6311\u6230\uff0c<strong>DeepSeek-R1<\/strong>\u8207<strong>Amazon EC2<\/strong>\u7684\u7d50\u5408\u70ba\u4f01\u696d\u63d0\u4f9b\u4e86\u4e00\u500b\u7406\u60f3\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u80fd\u5920\u5927\u5e45\u63d0\u5347AI\u904b\u7b97\u7684\u6548\u80fd\u548c\u6548\u7387\u3002<\/p>\n<h3><\/h3>\n<h3>\u4ec0\u9ebc\u662fAmazon EC2\uff1f<\/h3>\n<p>Amazon EC2\u662fAWS\u63d0\u4f9b\u7684\u96f2\u7aef\u904b\u7b97\u670d\u52d9\uff0c\u53ef\u8b93\u4f7f\u7528\u8005\u5728\u96f2\u7aef\u79df\u7528\u865b\u64ec\u4f3a\u670d\u5668\u57f7\u884c\u500b\u9ad4\u4f86\u57f7\u884c\u904b\u7b97\u5de5\u4f5c\u8ca0\u8f09\u3002 EC2\u57f7\u884c\u500b\u9ad4\u7a2e\u985e\u8c50\u5bcc\uff0c\u6db5\u84cb\u4e86\u5f9e\u901a\u7528\u904b\u7b97\u5230\u9ad8\u6548\u80fd\u904b\u7b97\uff08HPC\uff09\u7684\u5404\u7a2e\u9700\u6c42\u3002 AWS\u900f\u904eEC2\u57f7\u884c\u500b\u9ad4\u63d0\u4f9b\u5f37\u5927\u7684\u904b\u7b97\u80fd\u529b\uff0c\u540c\u6642\u652f\u63f4\u5f48\u6027\u4f38\u7e2e\uff0c\u4f9d\u9700\u6c42\u8abf\u6574\u8cc7\u6e90\u914d\u7f6e\uff0c\u5354\u52a9\u4f7f\u7528\u8005\u512a\u5316\u6210\u672c\u8207\u6548\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-2598 aligncenter\" src=\"http:\/\/aws-oncloudai.com\/wp-content\/uploads\/2025\/02\/xz-4-300x154.png\" alt=\"\" width=\"639\" height=\"328\" srcset=\"https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2025\/02\/xz-4-300x154.png 300w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2025\/02\/xz-4-18x9.png 18w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2025\/02\/xz-4.png 314w\" sizes=\"(max-width: 639px) 100vw, 639px\" 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P4d\u57f7\u884c\u500b\u9ad4<\/strong>\u662f\u5c08\u70ba\u6df1\u5ea6\u5b78\u7fd2\u548c\u9ad8\u6548\u80fd\u904b\u7b97\u4efb\u52d9\u8a2d\u8a08\u7684\u5be6\u4f8b\uff0c\u914d\u5099\u4e86<strong>NVIDIA A100 Tensor Core GPUs<\/strong>\uff0c\u80fd\u5920\u52a0\u901f\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u548c\u63a8\u7406\u4efb\u52d9\u3002\u5c07DeepSeek-R1\u8207P4d\u5be6\u4f8b\u7d50\u5408\uff0c\u80fd\u5920\u63d0\u4f9b\u5f37\u5927\u7684\u904b\u7b97\u6548\u80fd\uff0c\u5e6b\u52a9\u958b\u767c\u4eba\u54e1\u548c\u8cc7\u6599\u79d1\u5b78\u5bb6\u5728\u96f2\u7aef\u5feb\u901f\u8a13\u7df4\u8907\u96dc\u7684AI\u6a21\u578b\u3002<\/p>\n<p>P4d\u5be6\u4f8b\u5177\u6709\u5f37\u5927\u7684GPU\u80fd\u529b\uff0c\u7d50\u5408DeepSeek-R1\u7684\u786c\u9ad4\u52a0\u901f\uff0c\u53ef\u986f\u8457\u63d0\u9ad8\u6df1\u5ea6\u795e\u7d93\u7db2\u8def\uff08DNN\uff09\u548c\u5927\u898f\u6a21\u5e73\u884c\u904b\u7b97\u7684\u6548\u7387\u3002\u7121\u8ad6\u662f\u5f71\u50cf\u8fa8\u8b58\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u6216\u63a8\u85a6\u7cfb\u7d71\uff0cDeepSeek-R1\u8207P4d\u5be6\u4f8b\u7684\u7d50\u5408\u90fd\u80fd\u986f\u8457\u7e2e\u77ed\u8a13\u7df4\u6642\u9593\u4e26\u63d0\u5347\u63a8\u7406\u901f\u5ea6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" class=\"wp-image-2599 aligncenter\" src=\"http:\/\/aws-oncloudai.com\/wp-content\/uploads\/2025\/02\/xz-14.jpeg\" alt=\"\" width=\"573\" height=\"381\" srcset=\"https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2025\/02\/xz-14.jpeg 275w, https:\/\/aws-oncloudai.com\/wp-content\/uploads\/2025\/02\/xz-14-18x12.jpeg 18w\" sizes=\"(max-width: 573px) 100vw, 573px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4>2. \u5f48\u6027\u4f38\u7e2e\u8207\u6210\u672c\u512a\u5316<\/h4>\n<p>\u4f7f\u7528EC2\u5be6\u4f8b\uff0c\u4f01\u696d\u53ef\u4ee5\u6839\u64da\u4efb\u52d9\u7684\u9700\u6c42\u52d5\u614b\u8abf\u6574\u904b\u7b97\u8cc7\u6e90\uff0c\u5be6\u73fe\u5f48\u6027\u4f38\u7e2e\u3002\u4f8b\u5982\uff0c\u5728\u9700\u8981\u8655\u7406\u5927\u91cf\u8cc7\u6599\u6642\uff0c\u53ef\u4ee5\u5feb\u901f\u589e\u52a0\u904b\u7b97\u7bc0\u9ede\uff0c\u800c\u5728\u5de5\u4f5c\u8ca0\u8f09\u8f03\u8f15\u6642\uff0c\u5247\u53ef\u4ee5\u6e1b\u5c11\u5be6\u4f8b\u6578\uff0c\u512a\u5316\u6210\u672c\u3002 DeepSeek-R1\u8207EC2\u7684\u7d50\u5408\u4f7f\u5f97\u4f01\u696d\u80fd\u5920\u9748\u6d3b\u61c9\u5c0d\u4e0d\u540c\u7684\u904b\u7b97\u4efb\u52d9\uff0c\u907f\u514d\u8cc7\u6e90\u6d6a\u8cbb\uff0c\u6e1b\u5c11\u4e0d\u5fc5\u8981\u7684\u958b\u652f\u3002<\/p>\n<p>\u6b64\u5916\uff0cAWS\u63d0\u4f9b\u7684<strong>EC2 Spot Instances<\/strong>\u53ef\u4ee5\u5e6b\u52a9\u4f01\u696d\u9032\u4e00\u6b65\u7bc0\u7701\u6210\u672c\u3002 Spot Instances\u662fAWS\u7684\u4f4e\u50f9\u904b\u7b97\u8cc7\u6e90\uff0c\u9069\u7528\u65bc\u5f48\u6027\u7684\u5de5\u4f5c\u8ca0\u8f09\u3002\u5c0d\u65bc\u904b\u7b97\u5bc6\u96c6\u578b\u7684AI\u8a13\u7df4\u4efb\u52d9\uff0c\u4f01\u696d\u53ef\u4ee5\u900f\u904e\u4f7f\u7528Spot Instances\u4f86\u5927\u5e45\u964d\u4f4e\u96f2\u7aef\u904b\u7b97\u6210\u672c\u3002<\/p>\n<h4>3. \u9ad8\u6548\u7387\u7684\u5206\u6563\u5f0f\u8a13\u7df4<\/h4>\n<p>\u5728AI\u8a13\u7df4\u904e\u7a0b\u4e2d\uff0c\u5206\u6563\u5f0f\u8a08\u7b97\u662f\u52a0\u901f\u8a13\u7df4\u7684\u5e38\u898b\u65b9\u6cd5\u3002 DeepSeek-R1\u53ef\u4ee5\u8207AWS\u7684<strong>Amazon EC2 Distributed Training<\/strong>\u529f\u80fd\u7d50\u5408\uff0c\u652f\u63f4\u591a\u7bc0\u9ede\u5206\u6563\u5f0f\u8a13\u7df4\u3002\u900f\u904e\u5206\u6563\u5f0f\u904b\u7b97\uff0c\u4f01\u696d\u80fd\u5920\u5728\u591a\u500b\u5be6\u4f8b\u4e4b\u9593\u5206\u914d\u904b\u7b97\u8ca0\u8f09\uff0c\u63d0\u9ad8\u8a13\u7df4\u6548\u7387\uff0c\u5c24\u5176\u662f\u7576\u8cc7\u6599\u91cf\u548c\u6a21\u578b\u898f\u6a21\u975e\u5e38\u5927\u7684\u6642\u5019\u3002<\/p>\n<p>\u8207EC2\u7684\u7d50\u5408\uff0cDeepSeek-R1\u80fd\u5920\u63d0\u4f9b\u4e00\u500b\u9ad8\u6548\u3001\u53ef\u64f4\u5c55\u7684\u5206\u6563\u5f0f\u8a13\u7df4\u5e73\u53f0\uff0c\u5e6b\u52a9\u4f01\u696d\u5feb\u901f\u8fed\u4ee3AI\u6a21\u578b\u4e26\u9032\u884c\u5927\u898f\u6a21\u8a13\u7df4\u3002<\/p>\n<h4>4. \u6df1\u5ea6\u6574\u5408\u8207\u7ba1\u7406<\/h4>\n<p>AWS\u63d0\u4f9b\u7684<strong>Amazon Elastic Kubernetes Service (EKS)<\/strong>\u3001<strong>AWS Lambda<\/strong>\u548c<strong>Amazon SageMaker<\/strong>\u7b49\u5de5\u5177\uff0c\u53ef\u4ee5\u8207DeepSeek-R1\u7d50\u5408\uff0c\u7c21\u5316AI\u61c9\u7528\u7684\u958b\u767c\u8207\u7ba1\u7406\u3002\u900f\u904eEKS\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u8f15\u9b06\u90e8\u7f72DeepSeek-R1\u52a0\u901f\u7684AI\u5de5\u4f5c\u8ca0\u8f09\uff0c\u7ba1\u7406\u591a\u500b\u5be6\u4f8b\uff1b\u900f\u904eLambda\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5728\u7121\u4f3a\u670d\u5668\u74b0\u5883\u4e0b\u904b\u884cAI\u63a8\u7406\u4efb\u52d9\uff1b\u800c\u900f\u904eSageMaker\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5c07DeepSeek-R1\u7684\u52a0\u901f\u80fd\u529b\u8207AWS\u7684AI\/ML\u670d\u52d9\u7d50\u5408\uff0c\u7c21\u5316\u6a21\u578b\u8a13\u7df4\u3001\u6700\u4f73\u5316\u548c\u90e8\u7f72\u6d41\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u5177\u9ad4\u61c9\u7528\u5834\u666f<\/h3>\n<ol>\n<li><strong>\u81ea\u52d5\u99d5\u99db<\/strong> 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P4d\u5be6\u4f8b\uff0c\u91ab\u7642\u6a5f\u69cb\u80fd\u5920\u66f4\u5feb\u901f\u5730\u8a13\u7df4\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff0c\u9032\u884c\u5927\u898f\u6a21\u5f71\u50cf\u8655\u7406\u548c\u5206\u6790\uff0c\u63d0\u5347\u8a3a\u65b7\u7cbe\u78ba\u5ea6\u548c\u6548\u7387\u3002<\/li>\n<li><strong>\u91d1\u878d\u5e02\u5834\u5206\u6790<\/strong> \u91d1\u878d\u696d\u4f9d\u8cf4\u5feb\u901f\u7684\u6578\u64da\u8655\u7406\u548c\u9810\u6e2c\u6a21\u578b\u3002\u900f\u904eDeepSeek-R1\u8207EC2\u7d50\u5408\uff0c\u91d1\u878d\u516c\u53f8\u53ef\u4ee5\u52a0\u901f\u8cc7\u6599\u5206\u6790\u548c\u98a8\u96aa\u9810\u6e2c\u6a21\u578b\u7684\u8a13\u7df4\uff0c\u5e6b\u52a9\u505a\u51fa\u5373\u6642\u6c7a\u7b56\uff0c\u512a\u5316\u6295\u8cc7\u7b56\u7565\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3>\u603b\u7ed3<\/h3>\n<p>DeepSeek-R1\u8207Amazon EC2\u7684\u7d50\u5408\u70baAI\u548c\u6df1\u5ea6\u5b78\u7fd2\u4efb\u52d9\u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u904b\u7b97\u652f\u63f4\u3002\u900f\u904e\u5229\u7528EC2 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