{"id":3068,"date":"2025-05-16T17:09:56","date_gmt":"2025-05-16T09:09:56","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=3068"},"modified":"2025-05-27T09:57:04","modified_gmt":"2025-05-27T01:57:04","slug":"master-aws-sagemaker-pricing","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/\u30de\u30b9\u30bf\u30fcaws-sagemaker\u306e\u4fa1\u683c\/","title":{"rendered":"AWS SageMaker \u306e\u6599\u91d1\u4f53\u7cfb\u3092\u30de\u30b9\u30bf\u30fc\u3059\u308b"},"content":{"rendered":"<p>\u30af\u30e9\u30a6\u30c9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u4eba\u5de5\u77e5\u80fd\u306e\u7dca\u5bc6\u306a\u7d71\u5408\u306b\u3088\u308a\u3001Amazon SageMaker \u306f\u4f01\u696d\u304c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u304a\u3088\u3073\u5c55\u958b\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u306a\u308a\u307e\u3057\u305f\u3002 AWS \u4e0a\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001SageMaker \u306f\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304b\u3089\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u307e\u3067\u3001\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001SageMaker \u306e\u4fa1\u683c\u30e2\u30c7\u30eb\u3001\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u30b3\u30b9\u30c8\u3001\u6700\u9069\u5316\u65b9\u6cd5\u3092\u8a73\u3057\u304f\u5206\u6790\u3057\u3001\u30b3\u30b9\u30c8\u3092\u79d1\u5b66\u7684\u306b\u7ba1\u7406\u3057\u3066 AI \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u5b9f\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker\u306e\u7d39\u4ecb<\/h4>\n<p>Amazon SageMaker \u306f\u3001\u958b\u767a\u8005\u304c\u9762\u5012\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u306a\u304f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u8fc5\u901f\u306b\u69cb\u7bc9\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002 SageMaker \u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30b8\u30e7\u30d6\u3001\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001\u81ea\u52d5\u30e2\u30c7\u30eb \u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u306e\u8907\u6570\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u30ea\u30f3\u30af\u306b\u306f\u5bfe\u5fdc\u3059\u308b\u8ab2\u91d1\u57fa\u6e96\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker \u306e\u4fa1\u683c\u30e2\u30c7\u30eb\u306e\u6982\u8981<\/h4>\n<p>SageMaker \u306e\u6599\u91d1\u4f53\u7cfb\u306f\u4e3b\u306b\u4ee5\u4e0b\u306e\u8981\u7d20\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\uff08\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3068\u4f7f\u7528\u6642\u9593\uff09<\/strong><\/li>\n<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8 \u30ea\u30bd\u30fc\u30b9 (\u30c7\u30fc\u30bf\u3068\u30e2\u30c7\u30eb\u306e\u30b9\u30c8\u30ec\u30fc\u30b8)<\/strong><\/li>\n<li><strong>\u30c7\u30fc\u30bf\u8ee2\u9001\uff08\u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u304a\u3088\u3073\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306e\u53d7\u4fe1\u304a\u3088\u3073\u9001\u4fe1\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\uff09<\/strong><\/li>\n<li><strong>\u8ffd\u52a0\u6a5f\u80fd\uff08\u81ea\u52d5\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001\u5b9f\u9a13\u7ba1\u7406\uff09<\/strong><\/li>\n<\/ul>\n<p>\u4f7f\u7528\u3059\u308b\u6a5f\u80fd\u304c\u5897\u3048\u3001\u7a3c\u50cd\u671f\u9593\u304c\u9577\u304f\u306a\u308b\u307b\u3069\u3001\u5f53\u7136\u30b3\u30b9\u30c8\u3082\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker\u306e\u4e3b\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u30b3\u30b9\u30c8<\/h4>\n<h5>1. \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4f8b<\/h5>\n<p>\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u6a5f\u68b0\u5b66\u7fd2\u306e\u4e2d\u6838\u3067\u3059\u3002 SageMaker \u306f\u3001CPU\u3001GPU\u3001\u9ad8\u6027\u80fd\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3068\u305d\u306e\u7279\u6027:<\/p>\n<ul>\n<li><strong>ml.m5.xlarge<\/strong>(CPU): \u8efd\u91cf\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u5358\u4fa1\u3082\u4f4e\u3081\u3067\u3059\u3002<\/li>\n<li><strong>ml.p3.2xlarge<\/strong>(GPU\u3001NVIDIA V100): \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u5f37\u529b\u3067\u3059\u304c\u3001\u4fa1\u683c\u306f\u6bd4\u8f03\u7684\u9ad8\u3081\u3067\u3059\u3002<\/li>\n<li><strong>ml.g4dn.xlarge<\/strong>(GPU\u3001NVIDIA T4): \u63a8\u8ad6\u3084\u4e00\u90e8\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u4fa1\u683c\u306f\u4e2d\u7a0b\u5ea6\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u8cbb\u7528\u306f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u6642\u9593\u3054\u3068\u306b\u8acb\u6c42\u3055\u308c\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001ml.p3.2xlarge \u306e\u30b3\u30b9\u30c8\u306f\u7d04 $3.82\/\u6642\u9593\u306b\u306a\u308a\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u304b\u304b\u308b\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u307b\u3069\u3001\u30b3\u30b9\u30c8\u3082\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5>2. \u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/h5>\n<p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u307e\u305f\u306f\u30d0\u30c3\u30c1\u63a8\u8ad6\u306e\u305f\u3081\u306e\u30e2\u30c7\u30eb\u306e\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3002\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u30bf\u30a4\u30d7\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u4f3c\u3066\u304a\u308a\u3001\u4fa1\u683c\u306f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4ed5\u69d8\u3068\u30e9\u30f3\u30bf\u30a4\u30e0\u306b\u57fa\u3065\u3044\u3066\u6c7a\u5b9a\u3055\u308c\u307e\u3059\u3002\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u63a8\u8ad6\u306f\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u8ab2\u91d1\u3055\u308c\u308b\u305f\u3081\u3001\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u5909\u52d5\u304c\u5927\u304d\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u91cf\u304c\u5c11\u306a\u3044\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>3. \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9<\/h5>\n<p>\u958b\u767a\u3068\u30c7\u30d0\u30c3\u30b0\u306b\u4f7f\u7528\u3055\u308c\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u7a2e\u985e\u3068\u5b9f\u884c\u6642\u9593\u306b\u57fa\u3065\u3044\u3066\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u30e2\u30c7\u30eb\u958b\u767a\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5>4. \u4fdd\u7ba1<\/h5>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3068\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306f\u901a\u5e38 Amazon S3 \u306b\u4fdd\u5b58\u3055\u308c\u3001S3 \u306e\u6599\u91d1\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u3068\u30a2\u30af\u30bb\u30b9\u983b\u5ea6\u306b\u57fa\u3065\u3044\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bf\u30b9\u30af\u306b\u5fc5\u8981\u306a\u4e00\u6642\u30b9\u30c8\u30ec\u30fc\u30b8\u306b\u306f Amazon EBS \u304c\u4f7f\u7528\u3055\u308c\u3001\u3053\u308c\u3082\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker \u306e\u6599\u91d1\u4f8b<\/h4>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u5b9f\u884c\u306b ml.p3.2xlarge \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u4f7f\u7528\u3055\u308c\u300110 \u6642\u9593\u304b\u304b\u308b\u3068\u4eee\u5b9a\u3059\u308b\u3068\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30b3\u30b9\u30c8\u306f\u304a\u304a\u3088\u305d\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d0\u30c3\u30b7\u30e5<\/p>\n<p>\u30b3\u30d4\u30fc\u7de8\u96c6<\/p>\n<p>10\u6642\u9593 \u00d7 $3.82\/\u6642\u9593 = $38.2<\/p>\n<p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u3067\u306f ml.m5.large \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u4f7f\u7528\u3055\u308c\u30011 \u6642\u9593\u3042\u305f\u308a\u7d04 $0.11 \u306e\u6599\u91d1\u304c\u6642\u9593\u5358\u4f4d\u3067\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002 24\u6642\u9593\u7a3c\u50cd\u3059\u308b\u5834\u5408\u306e\u6708\u984d\u6599\u91d1\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<p>\u30d0\u30c3\u30b7\u30e5<\/p>\n<p>\u30b3\u30d4\u30fc\u7de8\u96c6<\/p>\n<p>$0.11 \u00d7 24 \u00d7 30 \u2248 $79.2<\/p>\n<p>&nbsp;<\/p>\n<h4>SageMaker \u30b3\u30b9\u30c8\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u5b9f\u8df5\u7684\u306a\u6226\u7565<\/h4>\n<ol>\n<li><strong>\u30b9\u30dd\u30c3\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u3063\u305f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/strong><\/li>\n<li>\u30b9\u30dd\u30c3\u30c8 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4fa1\u683c\u306f\u30aa\u30f3\u30c7\u30de\u30f3\u30c9 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3088\u308a\u3082\u6700\u5927 90% \u5b89\u304f\u3001\u4e2d\u65ad\u53ef\u80fd\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li><strong>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3092\u9069\u5207\u306b\u9078\u629e\u3059\u308b<\/strong><\/li>\n<li>\u30bf\u30b9\u30af\u306e\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u3001\u904e\u5270\u306a\u69cb\u6210\u3092\u907f\u3051\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li><strong>\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/strong><\/li>\n<li>\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308a\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306e\u30ea\u30bd\u30fc\u30b9\u306e\u7121\u99c4\u304c\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/li>\n<li><strong>\u5b9a\u671f\u7684\u306b\u30ea\u30bd\u30fc\u30b9\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3059\u308b<\/strong><\/li>\n<li>\u4f7f\u7528\u3055\u308c\u3066\u3044\u306a\u3044\u30ce\u30fc\u30c8\u30d6\u30c3\u30af \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3001\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3001\u30b9\u30c8\u30ec\u30fc\u30b8 \u30dc\u30ea\u30e5\u30fc\u30e0\u3092\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u7d44\u307f\u8fbc\u307f\u306e\u76e3\u8996\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b<\/strong><\/li>\n<li>CloudWatch \u3092\u901a\u3058\u3066\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u72b6\u6cc1\u3092\u76e3\u8996\u3057\u3001\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h4>SageMaker\u306e\u4fa1\u683c\u8a73\u7d30<\/h4>\n<h5>1. \u4fdd\u7ba1\u6599<\/h5>\n<p>SageMaker \u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3067\u306f\u3001\u4e3b\u306b 2 \u7a2e\u985e\u306e\u30b9\u30c8\u30ec\u30fc\u30b8 \u30ea\u30bd\u30fc\u30b9\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30a2\u30de\u30be\u30f3S3<\/strong>: \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30e2\u30c7\u30eb\u51fa\u529b\u30d5\u30a1\u30a4\u30eb\u3001\u304a\u3088\u3073\u30ed\u30b0\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 S3 \u306e\u6599\u91d1\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u3068\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u57fa\u3065\u3044\u3066\u6c7a\u307e\u308a\u307e\u3059\u3002\u4fa1\u683c\u306f\u5730\u57df\u306b\u3088\u3063\u3066\u82e5\u5e72\u7570\u306a\u308a\u307e\u3059\u3002\u901a\u5e38\u3001\u6a19\u6e96\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30b3\u30b9\u30c8\u306f 1 GB \u3042\u305f\u308a\u6708\u984d\u7d04 $0.023 \u3067\u3059\u3002<\/li>\n<li><strong>Amazon EBS (\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30d6\u30ed\u30c3\u30af\u30b9\u30c8\u30ec\u30fc\u30b8)<\/strong>: \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u63a8\u8ad6\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u30d0\u30a4\u30f3\u30c9\u3055\u308c\u3001\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u3068\u4e00\u6642\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u30b9\u30c8\u30ec\u30fc\u30b8 \u30dc\u30ea\u30e5\u30fc\u30e0\u3002 EBS \u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u30bf\u30a4\u30d7\u3068\u30b5\u30a4\u30ba\u306f\u30b3\u30b9\u30c8\u306b\u76f4\u63a5\u5f71\u97ff\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u308b gp3 \u30dc\u30ea\u30e5\u30fc\u30e0\u306e\u6599\u91d1\u306f\u304a\u3088\u305d $0.08\/GB\/\u6708\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u6226\u7565\u3092\u9069\u5207\u306b\u8a08\u753b\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/p>\n<ul>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u306e\u91cf\u304c\u81a8\u5927\u306a\u5834\u5408\u306f\u3001S3 \u30a2\u30fc\u30ab\u30a4\u30d6 \u30b9\u30c8\u30ec\u30fc\u30b8 (Glacier) \u3092\u4f7f\u7528\u3057\u3066\u30b3\u30fc\u30eb\u30c9 \u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001\u30b9\u30c8\u30ec\u30fc\u30b8 \u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30d7\u30ed\u30bb\u30b9\u4e2d\u306f\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u7121\u99c4\u3092\u907f\u3051\u308b\u305f\u3081\u306b EBS \u5bb9\u91cf\u304c\u9069\u5207\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u3001\u672a\u4f7f\u7528\u306e\u30dc\u30ea\u30e5\u30fc\u30e0\u306f\u9069\u6642\u306b\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<h5>2. \u30c7\u30fc\u30bf\u8ee2\u9001\u6599\u91d1<\/h5>\n<p>AWS \u30ea\u30fc\u30b8\u30e7\u30f3\u5185\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u306f\u901a\u5e38\u7121\u6599\u3067\u3059\u304c\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u306e\u8ee2\u9001\u3068\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u9001\u4fe1\u306b\u306f\u8ffd\u52a0\u6599\u91d1\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u7279\u306b\uff1a<\/p>\n<ul>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30c7\u30fc\u30bf\u3092 S3 \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9 \u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>S3 \u304b\u3089\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u306f\u3001\u901a\u5e38\u3001\u540c\u3058\u30ea\u30fc\u30b8\u30e7\u30f3\u5185\u3067\u306f\u7121\u6599\u3067\u3059\u304c\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u3067\u547c\u3073\u51fa\u3059\u5834\u5408\u306f\u6599\u91d1\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/li>\n<li>\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u304c\u5916\u90e8 API \u307e\u305f\u306f\u30c7\u30fc\u30bf \u30bd\u30fc\u30b9\u3092\u547c\u3073\u51fa\u3059\u3068\u3001\u51fa\u529b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u6599\u91d1\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u4f01\u696d\u306f\u3001\u5730\u57df\u9593\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u9069\u5207\u306a\u5730\u57df\u5c55\u958b\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u629e\u3057\u3001\u4e0d\u5fc5\u8981\u306a\u4f1d\u9001\u30b3\u30b9\u30c8\u3092\u56de\u907f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4><\/h4>\n<h4>\u5305\u62ec\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u5206\u6790\uff1a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u5b9f\u88c5\u306b\u304a\u3051\u308bSageMaker\u306e\u30b3\u30b9\u30c8\u8003\u616e\u4e8b\u9805<\/h4>\n<p>\u4eba\u5de5\u77e5\u80fd\u304c\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u306b\u6d78\u900f\u3059\u308b\u306b\u3064\u308c\u3001SageMaker \u306f\u591a\u304f\u306e\u5178\u578b\u7684\u306a\u30b7\u30ca\u30ea\u30aa\u3067\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u5404\u30b7\u30ca\u30ea\u30aa\u306b\u5bfe\u5fdc\u3059\u308b\u30b3\u30b9\u30c8\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u4e8b\u524d\u306b\u4e88\u7b97\u8a08\u753b\u3092\u7acb\u3066\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h5>1. \u753b\u50cf\u8a8d\u8b58\u3068\u30d3\u30c7\u30aa\u5206\u6790<\/h5>\n<p>\u3053\u306e\u3088\u3046\u306a\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u901a\u5e38\u3001\u5927\u91cf\u306e GPU \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u3068\u306a\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u306b\u306f\u9ad8\u6027\u80fd\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3082\u4f7f\u7528\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30b3\u30b9\u30c8\u304c\u5927\u304d\u306a\u5272\u5408\u3092\u5360\u3081\u3001\u7dcf\u30b3\u30b9\u30c8\u306e 70% \u4ee5\u4e0a\u306b\u9054\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>\u30b9\u30dd\u30c3\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u30d3\u30b8\u30cd\u30b9 \u30cb\u30fc\u30ba\u306b\u57fa\u3065\u3044\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3055\u308c\u3001\u30a2\u30a4\u30c9\u30eb \u30ea\u30bd\u30fc\u30b9\u306e\u7121\u99c4\u3092\u9632\u304e\u307e\u3059\u3002<\/li>\n<\/ul>\n<h5>2. \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09<\/h5>\n<p>\u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3084\u611f\u60c5\u5206\u6790\u306a\u3069\u306e NLP \u30e2\u30c7\u30eb\u306f\u3001\u4e00\u822c\u7684\u306b\u8a08\u7b97\u8981\u4ef6\u304c\u82e5\u5e72\u4f4e\u304f\u3001\u901a\u5e38\u306f\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u3001CPU \u307e\u305f\u306f\u30ed\u30fc\u30a8\u30f3\u30c9\u306e GPU \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u3044\u305a\u308c\u304b\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<li>\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9\u3067\u306f\u3001\u4f4e\u983b\u5ea6\u306e\u547c\u3073\u51fa\u3057\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u7d99\u7d9a\u7684\u306a\u652f\u6255\u3044\u306e\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc\u3092\u8efd\u6e1b\u3059\u308b Serverless Endpoint \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n<li>\u81ea\u52d5\u30e2\u30c7\u30eb\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6a5f\u80fd\uff08Autopilot\uff09\u306f\u8fc5\u901f\u306a\u53cd\u5fa9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30b3\u30b9\u30c8\u304c\u6bd4\u8f03\u7684\u9ad8\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<h5>3. \u4e88\u6e2c\u5206\u6790\u3068\u6642\u7cfb\u5217<\/h5>\n<p>\u8ca1\u52d9\u30ea\u30b9\u30af\u7ba1\u7406\u3084\u6a5f\u5668\u6545\u969c\u4e88\u6e2c\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u9ad8\u7cbe\u5ea6\u3068\u4f4e\u9045\u5ef6\u304c\u91cd\u8996\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>GPU 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\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u3092\u9069\u5207\u306b\u5236\u5fa1\u3059\u308b\u3053\u3068\u304c\u3001\u4e88\u671f\u3057\u306a\u3044\u8acb\u6c42\u984d\u306e\u6025\u5897\u3092\u56de\u907f\u3059\u308b\u9375\u3068\u306a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u5b9f\u7528\u7684\u306a\u63d0\u6848\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u4e88\u7b97\u30a2\u30e9\u30fc\u30c8\u3092\u6709\u52b9\u306b\u3059\u308b<\/strong>: AWS Cost Explorer \u3067\u4e88\u7b97\u306e\u3057\u304d\u3044\u5024\u3092\u8a2d\u5b9a\u3057\u3001\u305d\u308c\u3092\u8d85\u904e\u3057\u305f\u5834\u5408\u306f\u30bf\u30a4\u30e0\u30ea\u30fc\u306b\u8abf\u6574\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30bf\u30b0\u7ba1\u7406\u3092\u4f7f\u7528\u3059\u308b<\/strong>: \u3055\u307e\u3056\u307e\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30c1\u30fc\u30e0\u3001\u74b0\u5883\u306b\u30e9\u30d9\u30eb\u3092\u5272\u308a\u5f53\u3066\u3001\u5404\u90e8\u5206\u306e\u8cbb\u7528\u3092\u8a08\u7b97\u3057\u3066\u6b63\u78ba\u306b\u7ba1\u7406\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30a2\u30a4\u30c9\u30eb\u72b6\u614b\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u5b9a\u671f\u7684\u306b\u76e3\u67fb\u3059\u308b<\/strong>: AWS Trusted Advisor \u3068\u30b3\u30b9\u30c8\u7570\u5e38\u691c\u51fa\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3055\u308c\u3066\u3044\u306a\u3044\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3084\u5927\u304d\u3059\u304e\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u30dc\u30ea\u30e5\u30fc\u30e0\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3057\u307e\u3059\u3002<\/li>\n<li><strong>\u30ed\u30b0\u30c7\u30fc\u30bf\u751f\u6210\u983b\u5ea6\u3092\u78ba\u8a8d\u3059\u308b<\/strong>CloudWatch 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