{"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\/ja\/dyajhjsajsytsxn\/","title":{"rendered":"DeepSeek-R1\u3068AWS EC2\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067AI\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u52a0\u901f\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a"},"content":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd (AI) \u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u6280\u8853\u306e\u7d99\u7d9a\u7684\u306a\u9032\u6b69\u306b\u3088\u308a\u3001\u4f01\u696d\u306e\u5f37\u529b\u3067\u52b9\u7387\u7684\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u306b\u5bfe\u3059\u308b\u9700\u8981\u306f\u5f90\u3005\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u3001<strong>\u30c7\u30a3\u30fc\u30d7\u30b7\u30fc\u30af-R1<\/strong>\u305d\u3057\u3066<strong>\u30a2\u30de\u30be\u30f3EC2<\/strong>\u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u7406\u60f3\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u63d0\u4f9b\u3055\u308c\u3001AI \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u52b9\u7387\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<h3><\/h3>\n<h3>Amazon EC2 \u3068\u306f\u4f55\u3067\u3059\u304b?<\/h3>\n<p>Amazon EC2 \u306f AWS \u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30af\u30e9\u30a6\u30c9\u5185\u306e\u4eee\u60f3\u30b5\u30fc\u30d0\u30fc \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u30ec\u30f3\u30bf\u30eb\u3057\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002 EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u7a2e\u985e\u304c\u8c4a\u5bcc\u3067\u3001\u4e00\u822c\u7684\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304b\u3089\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 (HPC) \u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30cb\u30fc\u30ba\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002 AWS \u306f\u3001EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u901a\u3058\u3066\u5f37\u529b\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u5f3e\u529b\u7684\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u9700\u8981\u306b\u5fdc\u3058\u3066\u30ea\u30bd\u30fc\u30b9\u69cb\u6210\u3092\u8abf\u6574\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30b3\u30b9\u30c8\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u652f\u63f4\u3057\u307e\u3059\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\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3>DeepSeek-R1\u306e\u6982\u8981<\/h3>\n<p>DeepSeek-R1 \u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 (HPC) \u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3 \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u9ad8\u5ea6\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3066\u304a\u308a\u3001\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u901a\u3058\u3066 AI \u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u3001DeepSeek-R1 \u306f\u8a08\u7b97\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6642\u9593\u3092\u7bc0\u7d04\u3057\u3001\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>DeepSeek-R1 \u3068 Amazon EC2<\/h3>\n<h4>1. EC2 P4d\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3057\u305fAI\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a<\/h4>\n<p><strong>Amazon EC2 P4d\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9<\/strong>\u3053\u308c\u306f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3068\u9ad8\u6027\u80fd\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30bf\u30b9\u30af\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u3042\u308a\u3001<strong>NVIDIA A100 Tensor \u30b3\u30a2 GPU<\/strong>\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u30bf\u30b9\u30af\u3092\u52a0\u901f\u3067\u304d\u307e\u3059\u3002 DeepSeek-R1 \u3068 P4d \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5f37\u529b\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5f97\u3089\u308c\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30af\u30e9\u30a6\u30c9\u3067\u8907\u96d1\u306a AI \u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>P4d \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u5f37\u529b\u306a GPU \u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001DeepSeek-R1 \u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c7\u30a3\u30fc\u30d7 \u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af (DNN) \u3068\u5927\u898f\u6a21\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u753b\u50cf\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 (NLP)\u3001\u63a8\u5968\u30b7\u30b9\u30c6\u30e0\u306e\u3044\u305a\u308c\u306e\u5834\u5408\u3067\u3082\u3001DeepSeek-R1 \u3068 P4d \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u3001\u63a8\u8ad6\u901f\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\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. \u5f3e\u529b\u7684\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3068\u30b3\u30b9\u30c8\u6700\u9069\u5316<\/h4>\n<p>EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4f01\u696d\u306f\u30bf\u30b9\u30af\u306e\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u3092\u52d5\u7684\u306b\u8abf\u6574\u3057\u3001\u5f3e\u529b\u7684\u306a\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30ce\u30fc\u30c9\u3092\u8fc5\u901f\u306b\u5897\u3084\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u8efd\u3044\u5834\u5408\u306f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u6570\u3092\u6e1b\u3089\u3057\u3066\u30b3\u30b9\u30c8\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002 DeepSeek-R1 \u3068 EC2 \u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u7121\u99c4\u3092\u56de\u907f\u3057\u3001\u4e0d\u8981\u306a\u7d4c\u8cbb\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306bAWS\u306f<strong>EC2 \u30b9\u30dd\u30c3\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9<\/strong>\u4f01\u696d\u304c\u3055\u3089\u306b\u30b3\u30b9\u30c8\u3092\u7bc0\u7d04\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u30b9\u30dd\u30c3\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u3001\u67d4\u8edf\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306e AWS \u306e\u4f4e\u30b3\u30b9\u30c8\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3067\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u8ca0\u8377\u306e\u9ad8\u3044 AI \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30bf\u30b9\u30af\u306e\u5834\u5408\u3001\u4f01\u696d\u306f\u30b9\u30dd\u30c3\u30c8 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>3. \u52b9\u7387\u7684\u306a\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/h4>\n<p>AI \u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u52a0\u901f\u3059\u308b\u305f\u3081\u306e\u4e00\u822c\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002 DeepSeek-R1\u306fAWS\u3067\u4f7f\u7528\u53ef\u80fd<strong>Amazon EC2 \u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong>\u3053\u308c\u3089\u306e\u95a2\u6570\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30de\u30eb\u30c1\u30ce\u30fc\u30c9\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002\u5206\u6563\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u3088\u308a\u3001\u4f01\u696d\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u8ca0\u8377\u3092\u8907\u6570\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5206\u6563\u3057\u3001\u7279\u306b\u30c7\u30fc\u30bf\u91cf\u3068\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u304c\u975e\u5e38\u306b\u5927\u304d\u3044\u5834\u5408\u306b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>DeepSeek-R1 \u3092 EC2 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