{"id":2874,"date":"2025-04-14T17:21:13","date_gmt":"2025-04-14T09:21:13","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=2874"},"modified":"2025-04-14T17:21:13","modified_gmt":"2025-04-14T09:21:13","slug":"ybgxjbjslafnatl","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/ybgxjbjslafnatl\/","title":{"rendered":"\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30d1\u30ef\u30fc\u3092\u63a1\u7528: Amazon Graviton \u304c AI \u63a8\u8ad6\u3092\u5f37\u5316"},"content":{"rendered":"

\u751f\u6210 AI \u306e\u767a\u5c55\u306b\u4f34\u3044\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u63a8\u8ad6\u306f\u3001\u4f01\u696d\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u4e2d\u6838\u7684\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u8981\u4ef6\u306e 1 \u3064\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5b66\u7fd2\u30d5\u30a7\u30fc\u30ba\u3068\u6bd4\u8f03\u3057\u3066\u3001\u63a8\u8ad6\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u7bc4\u56f2\u304c\u5e83\u304f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u304c\u6c42\u3081\u3089\u308c\u3001\u307e\u305f\u3001\u6027\u80fd\u3068\u30b3\u30b9\u30c8\u306e\u30d0\u30e9\u30f3\u30b9<\/strong>\u3002\u3053\u306e\u6587\u8108\u3067\u306f\u3001Amazon Web Services\uff08AWS\uff09 Graviton\u30b7\u30ea\u30fc\u30ba\u30d7\u30ed\u30bb\u30c3\u30b5<\/strong>\u306f\u3001\u512a\u308c\u305f\u30b3\u30b9\u30c8\u52b9\u7387\u3068\u5e45\u5e83\u3044\u4e92\u63db\u6027\u3092\u5099\u3048\u3001AI\u63a8\u8ad6\u306e\u65b0\u305f\u306a\u9078\u629e\u80a2\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>\n

 <\/p>\n

Amazon Graviton \u3068\u306f\u4f55\u3067\u3059\u304b?<\/h4>\n

Amazon Graviton \u306f\u3001Arm \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u30d9\u30fc\u30b9\u306b AWS \u304c\u72ec\u81ea\u306b\u958b\u767a\u3057\u305f\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3059\u3002 \u30b0\u30e9\u30d3\u30c8\u30f33<\/strong>\u3002\u5f93\u6765\u306e x86 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 \u30d7\u30ed\u30bb\u30c3\u30b5\u3068\u6bd4\u8f03\u3057\u3066\u3001Graviton \u306f\u6b21\u306e\u70b9\u3067\u5927\u304d\u306a\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

    \n
  • \u9ad8\u3044\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong>: \u540c\u69d8\u306e\u4e8b\u4f8b\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306f\u6b21\u306e\u3088\u3046\u306b\u6539\u5584\u3055\u308c\u308b\u300240%<\/strong>;<\/li>\n
  • \u4f4e\u6d88\u8cbb\u96fb\u529b<\/strong>: \u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u304c\u5c11\u306a\u3044\u307b\u3069\u3001\u3088\u308a\u74b0\u5883\u306b\u512a\u3057\u3044\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n
  • \u591a\u69d8\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7<\/strong>: \u6c4e\u7528\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30e1\u30e2\u30ea\u6700\u9069\u5316\u307e\u3067\u3055\u307e\u3056\u307e\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001AI \u30b7\u30ca\u30ea\u30aa\u306b\u67d4\u8edf\u306b\u9069\u5fdc\u3057\u307e\u3059\u3002<\/li>\n
  • AWS\u30cd\u30a4\u30c6\u30a3\u30d6\u6700\u9069\u5316<\/strong>: Amazon EC2\u3001ECS\u3001EKS \u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u7dca\u5bc6\u306b\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u3059\u3050\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n

     <\/p>\n

    Graviton + AI \u63a8\u8ad6: \u306a\u305c\u5b8c\u74a7\u306b\u30de\u30c3\u30c1\u3059\u308b\u306e\u304b?<\/h4>\n

    AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u5206\u91ce\u3067\u306fGPU\u304c\u4f9d\u7136\u3068\u3057\u3066\u512a\u52e2\u3060\u304c\u3001\u63a8\u8ad6\u30d5\u30a7\u30fc\u30ba<\/strong>\u7279\u306b\u30a8\u30c3\u30b8\u5c55\u958b\u3001\u5c0f\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u5b9f\u88c5\u3001\u30d0\u30c3\u30c1 \u30b5\u30fc\u30d3\u30b9\u547c\u3073\u51fa\u3057\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001CPU \u306e\u65b9\u304c\u67d4\u8edf\u6027\u3068\u30b3\u30b9\u30c8\u9762\u3067\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n

    1. \u4f4e\u30b3\u30b9\u30c8\u3067\u5927\u898f\u6a21\u5c0e\u5165<\/h5>\n

    \u5927\u898f\u6a21\u30e2\u30c7\u30eb\u3092\u5fae\u8abf\u6574\u307e\u305f\u306f\u91cf\u5b50\u5316\u3057\u305f\u5f8c\u3001\u591a\u304f\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306fGPU\u306e\u8a08\u7b97\u80fd\u529b\u306b\u983c\u3089\u306a\u304f\u306a\u308a\u3001\u540c\u6642\u5b9f\u884c\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5358\u4e00\u547c\u3073\u51fa\u3057\u30b3\u30b9\u30c8<\/strong>\u3002 Graviton \u306f 1 \u30c9\u30eb\u3042\u305f\u308a\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u9ad8\u304f\u3001\u63a8\u8ad6\u30bf\u30b9\u30af\u3092\u3088\u308a\u4f4e\u30b3\u30b9\u30c8\u3067\u5b8c\u4e86\u3067\u304d\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a LLM \u30b5\u30fc\u30d3\u30b9 \u30af\u30e9\u30b9\u30bf\u30fc\u306e\u69cb\u7bc9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

    2. \u4e3b\u6d41\u306eAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b<\/h5>\n

    \u73fe\u5728\u3001AWS \u306f\u6b21\u306e\u3088\u3046\u306a Graviton \u306e\u63a8\u8ad6\u52a0\u901f\u6700\u9069\u5316\u3092\u516c\u5f0f\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

      \n
    • TensorFlow\u3001PyTorch<\/strong>: Neon \u547d\u4ee4\u30bb\u30c3\u30c8\u3001XLA \u30b3\u30f3\u30d1\u30a4\u30e9\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3 \u30e1\u30bd\u30c3\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n
    • ONNX \u30e9\u30f3\u30bf\u30a4\u30e0<\/strong>: Graviton \u306b\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u9069\u5408\u3057\u3066\u304a\u308a\u3001\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u5b9f\u884c\u3067\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/li>\n
    • \u30cf\u30ae\u30f3\u30b0\u30d5\u30a7\u30a4\u30b9\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc<\/strong>: Optimum Neuron \u306a\u3069\u306e\u30c4\u30fc\u30eb\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n
    • Amazon SageMaker<\/strong>: Graviton \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u3001\u57fa\u76e4\u3068\u306a\u308b\u69cb\u6210\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u30e2\u30c7\u30eb\u3092\u5c55\u958b\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n
      3. \u30c6\u30b9\u30c8\u7d50\u679c\u306f\u9a5a\u304f\u3079\u304d\u3082\u306e\u3060\u3063\u305f<\/h5>\n

      AWS \u516c\u5f0f\u30c7\u30fc\u30bf\u306b\u3088\u308b\u3068\u3001BERT \u30d9\u30fc\u30b9\u306e\u63a8\u8ad6\u306b Amazon EC2 C7g (Graviton3 \u30d9\u30fc\u30b9) \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001C6i (Intel \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3) \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3068\u6bd4\u8f03\u3057\u3066\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u304c\u77ed\u7e2e\u3055\u308c\u307e\u3059\u3002 20%<\/strong>\u3001\u5404\u63a8\u8ad6\u306e\u30b3\u30b9\u30c8\u304c\u524a\u6e1b\u3055\u308c\u308b 35%<\/strong>\u3053\u308c\u306f\u3001AI \u63a8\u8ad6\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b Graviton \u306e\u5b9f\u969b\u306e\u5229\u70b9\u3092\u5b8c\u5168\u306b\u5b9f\u8a3c\u3057\u307e\u3059\u3002<\/p>\n

       <\/p>\n

      \u4f01\u696d\u306f\u3069\u306e\u3088\u3046\u306b\u30b9\u30bf\u30fc\u30c8\u3059\u3079\u304d\u3067\u3057\u3087\u3046\u304b?<\/h4>\n

      AI \u63a8\u8ad6\u3092 Graviton \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u79fb\u884c\u3059\u308b\u306e\u306f\u5b9f\u969b\u306b\u306f\u305d\u308c\u307b\u3069\u8907\u96d1\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4e00\u822c\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n

        \n
      1. \u65e2\u5b58\u30e2\u30c7\u30eb\u306e\u4e92\u63db\u6027\u3092\u8a55\u4fa1\u3059\u308b<\/strong>: Arm \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4e0a\u3067\u306e\u5b9f\u884c\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u304b\u3001\u307e\u305f\u306f\u5909\u63db\u53ef\u80fd\u306a ONNX \u30e2\u30c7\u30eb\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n
      2. \u9069\u5207\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b<\/strong>: \u8a08\u7b97\u96c6\u7d04\u578b (C7g)\u3001\u30e1\u30e2\u30ea\u6700\u9069\u5316 (R7g)\u3001\u6c4e\u7528 (M7g) \u306a\u3069\u3002<\/li>\n
      3. \u30b3\u30fc\u30c9\u306e\u9069\u5fdc\u3068\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/strong>: AWS \u304c\u63d0\u4f9b\u3059\u308b Graviton \u6700\u9069\u5316\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8 (Amazon CodeCatalyst\u3001Graviton Ready SDK \u306a\u3069) \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n
      4. SageMaker\u3084ECS\/EKS\u306a\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b<\/strong>: \u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/li>\n
      5. \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u76e3\u8996\u3057\u3001\u7d99\u7d9a\u7684\u306b\u6700\u9069\u5316\u3059\u308b<\/strong>: CloudWatch\u3001Amazon CloudTrail \u306a\u3069\u306e\u30c4\u30fc\u30eb\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5206\u6790\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n

         <\/p>\n

        \u8981\u7d04\u3059\u308b<\/h4>\n

        AI \u304c\u767a\u5c55\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001\u4f01\u696d\u306f\u5f93\u6765\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30d1\u30b9\u306b\u9650\u5b9a\u3055\u308c\u306a\u304f\u306a\u308a\u307e\u3059\u3002 Amazon Graviton\u306f\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u304c\u9ad8\u304f\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u304c\u9ad8\u304f\u3001\u5e45\u5e83\u3044\u4e92\u63db\u6027\u3092\u6301\u3064CPU\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3042\u308a\u3001\u5f90\u3005\u306b\u666e\u53ca\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002 AI\u63a8\u8ad6\u306e\u65b0\u305f\u306a\u790e<\/strong>\u3002\u751f\u6210 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u65e2\u5b58\u306e\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u5c0e\u5165\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3092\u76ee\u6307\u3059\u5834\u5408\u3067\u3082\u3001Graviton \u306f\u65b0\u305f\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"

        \u751f\u6210 AI \u306e\u767a\u5c55\u306b\u4f34\u3044\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u63a8\u8ad6\u306f\u3001\u4f01\u696d\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e\u4e2d\u6838\u7684\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u8981\u4ef6\u306e 1 \u3064\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30d5\u30a7\u30fc\u30ba\u3068\u6bd4\u8f03\u3059\u308b\u3068\u3001\u63a8\u8ad6\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u8ca0\u8377\u304c\u3088\u308a\u5927\u304d\u304f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u8981\u4ef6\u304c\u9ad8\u304f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b3\u30b9\u30c8\u306e\u30d0\u30e9\u30f3\u30b9\u306b\u3082\u3088\u308a\u6ce8\u610f\u304c\u6255\u308f\u308c\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u80cc\u666f\u304b\u3089\u3001Amazon Web Services (AWS) \u304c\u958b\u767a\u3057\u305f Graviton \u30b7\u30ea\u30fc\u30ba\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u306f\u3001\u512a\u308c\u305f\u30b3\u30b9\u30c8\u52b9\u7387\u3068\u5e45\u5e83\u3044\u4e92\u63db\u6027\u306b\u3088\u308a\u3001AI \u63a8\u8ad6\u306e\u65b0\u305f\u306a\u9078\u629e\u80a2\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":2877,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-2874","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/2874","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/comments?post=2874"}],"version-history":[{"count":0,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/2874\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media\/2877"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media?parent=2874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/categories?post=2874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/tags?post=2874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}