{"id":2482,"date":"2023-06-21T06:37:20","date_gmt":"2023-06-20T21:37:20","guid":{"rendered":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/?p=2482"},"modified":"2023-06-24T03:19:12","modified_gmt":"2023-06-23T18:19:12","slug":"deploy-accelerated-distributed-ai-applications-on-the-aws-cloud","status":"publish","type":"post","link":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2023\/06\/21\/deploy-accelerated-distributed-ai-applications-on-the-aws-cloud\/","title":{"rendered":"AWS* \u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52a0\u901f\u3055\u308c\u305f\u5206\u6563\u578b AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u958b"},"content":{"rendered":"\n<hr>\n<p>\u3053\u306e\u8a18\u4e8b\u306f\u3001\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u306e\u30d6\u30ed\u30b0\u306b\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u306e\u65e5\u672c\u8a9e\u53c2\u8003\u8a33\u3067\u3059\u3002\u539f\u6587\u306f\u66f4\u65b0\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u539f\u6587\u3068\u7ffb\u8a33\u6587\u306e\u5185\u5bb9\u304c\u7570\u306a\u308b\u5834\u5408\u306f\u539f\u6587\u3092\u512a\u5148\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<a href=\"https:\/\/community.intel.com\/t5\/Blogs\/Tech-Innovation\/Artificial-Intelligence-AI\/Deploy-Accelerated-Distributed-AI-Applications-on-the-AWS-Cloud\/post\/1487610\" target=\"_blank\" rel=\"noopener\">Deploy Accelerated Distributed AI Applications on the AWS Cloud<\/a>\n<hr>\n\n\n\n<p>Kubernetes* \u30d9\u30fc\u30b9\u306e\u5206\u6563\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3092\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> AI \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30c4\u30fc\u30eb\u304a\u3088\u3073\u30a4\u30f3\u30c6\u30eb\u306e\u6700\u9069\u5316\u3055\u308c\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u308f\u305a\u304b\u6570\u884c\u306e\u30b3\u30fc\u30c9\u3067\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30ec\u30d9\u30eb\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u4f8b\u306f\u3001\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Cloud Optimization Modules (ICOMs) \u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u307e\u3059\u3002ICOMs \u306f\u3001\u30b3\u30fc\u30c9\u5316\u3055\u308c\u305f\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> AI \u306e\u6700\u9069\u5316\u3068\u9069\u5207\u306a\u30a4\u30f3\u30c6\u30eb\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u9078\u629e\u306e\u305f\u3081\u306e\u6307\u793a\u304c\u7d44\u307f\u8fbc\u307e\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3067\u3042\u308a\u3001Microsoft* Azure*\u3001Google Cloud Platform* (GCP)\u3001Amazon Web Services* (AWS*) \u306e\u3044\u305a\u308c\u304b\u306e\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc (CSP) \u3067\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kubernetes* \u306e\u6982\u8981<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"538\" height=\"296\" src=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2023\/06\/intel_blog1.png\" alt=\"\" class=\"wp-image-2485\" srcset=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2023\/06\/intel_blog1.png 538w, https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2023\/06\/intel_blog1-300x165.png 300w\" sizes=\"auto, (max-width: 538px) 100vw, 538px\" \/><\/figure>\n<\/div>\n\n\n<p>Kubernetes* \u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u958b\u3001\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3001\u7ba1\u7406\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30b3\u30f3\u30c6\u30ca\u30fb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002Kubernetes* \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u822c\u7684\u306a\u69cb\u9020\u306f\u3001\u4e0a\u8a18\u306e\u56f3\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u5206\u89e3\u3067\u304d\u307e\u3059\u3002Kubernetes* \u30af\u30e9\u30b9\u30bf\u30fc\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3059\u308b\u300c\u30ef\u30fc\u30ab\u30fc\u300d\u307e\u305f\u306f\u30ce\u30fc\u30c9\u306e\u30bb\u30c3\u30c8\u3068\u3057\u3066\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30dd\u30c3\u30c9\u306f\u57fa\u672c\u7684\u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u500b\u3005\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u3059\u3002\u30dd\u30c3\u30c9\u306b Docker* \u30b3\u30f3\u30c6\u30ca\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u3067\u3001\u30dd\u30c3\u30c9\u306f\u30ef\u30fc\u30ab\u30fc\u30de\u30b7\u30f3\u306b\u5c55\u958b\u3055\u308c\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3053\u306e\u30ef\u30fc\u30ab\u30fc\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u3067\u5206\u6563\u3057\u3066\u5b9f\u884c\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u5c11\u306a\u304f\u3068\u3082 deployment.yaml \u30d5\u30a1\u30a4\u30eb\u3068 service.yaml \u30d5\u30a1\u30a4\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3055\u307e\u3056\u307e\u306a\u6761\u4ef6\u3092\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3067\u3042\u308a\u3001\u30ef\u30fc\u30ab\u30fc\u3054\u3068\u306e CPU \u5229\u7528\u7387\u306e\u5236\u9650\u3084\u3001\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u6642\u306e\u8a31\u53ef\u3055\u308c\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30fb\u30ea\u30bd\u30fc\u30b9\u306e\u5229\u7528\u7387\u306e\u3057\u304d\u3044\u5024\u306a\u3069\u3092\u6307\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u7279\u306b service.yaml \u30d5\u30a1\u30a4\u30eb\u3067\u306f\u3001\u8ca0\u8377\u5206\u6563\u5668\u306a\u3069\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u30dd\u30c3\u30c9\u306b\u8a2d\u5b9a\u3057\u3066\u6709\u52b9\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u57fa\u672c\u7684\u306b\u3001Kubernetes* \u3092\u4f7f\u7528\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8907\u6570\u306e\u30ef\u30fc\u30ab\u30fc\u306b\u5206\u6563\u3059\u308b\u3053\u3068\u3067\u3001\u4e0e\u3048\u3089\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5916\u90e8\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u5897\u52a0\u306b\u5bfe\u5fdc\u3059\u308b\u80fd\u529b\u3092\u5411\u4e0a\u3055\u305b\u3001\u8907\u6570\u306e\u30ef\u30fc\u30ab\u30fc\u306b\u300c\u4f5c\u696d\u300d\u3092\u5206\u6563\u3059\u308b\u3053\u3068\u3067\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u3068\u5b89\u5b9a\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n<h2>\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Cloud Optimization Modules for Kubernetes*<\/h2>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Cloud Optimization Modules for Kubernetes* \u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3001\u3053\u308c\u3089\u3092\u4f7f\u7528\u3057\u3066 AWS* \u30af\u30e9\u30a6\u30c9\u4e0a\u3067 AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u304a\u3088\u3073\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u65b9\u6cd5\u3092\u898b\u3066\u3044\u304d\u307e\u3059\u3002\u3053\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3067\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u306b\u306f Docker* \u304c\u4f7f\u7528\u3055\u308c\u3001AWS* \u4e0a\u306e Elastic Container Registry (ECR) \u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u6b21\u306b\u3001Amazon* Elastic Compute Cloud* (Amazon EC2*) \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u30af\u30e9\u30b9\u30bf\u30fc (Elastic Kubernetes Service (EKS) \u306b\u3088\u3063\u3066\u7ba1\u7406\u3055\u308c\u308b) \u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30fb\u30a4\u30e1\u30fc\u30b8\u304c\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u3002\u30c7\u30fc\u30bf\u3068\u30e2\u30c7\u30eb\u30fb\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u4fdd\u5b58\u306b\u306f Amazon* Simple Storage Service (Amazon* S3) \u304c\u4f7f\u7528\u3055\u308c\u3001ML \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u3055\u307e\u3056\u307e\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u53d6\u5f97\u3055\u308c\u307e\u3059\u3002\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u3053\u306e\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u3068 Elastic Load Balancer \u3092\u4ecb\u3057\u3066\u3084\u308a\u53d6\u308a\u3057\u3001\u305d\u308c\u81ea\u4f53\u304c Kubernetes* \u30b5\u30fc\u30d3\u30b9\u306b\u3088\u3063\u3066\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u6700\u9069\u5316\u30c4\u30fc\u30eb\u306e\u76ee\u7684\u306f\u3001\u9ad8\u53ef\u7528\u6027\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u306b\u57fa\u3065\u3044\u3066\u3001\u7b2c 4 \u4e16\u4ee3\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Xeon<sup>\u00ae<\/sup> \u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u3068 AI \u30ad\u30c3\u30c8\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u4f7f\u7528\u3092\u5f37\u8abf\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u306a\u304c\u3089 Kubernetes* \u3092\u4f7f\u7528\u3057\u3066\u30b9\u30b1\u30fc\u30eb\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n<h2>\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Cloud Optimization Modules for Amazon SageMaker*<\/h2>\n<p>2 \u3064\u76ee\u306e\u6700\u9069\u5316\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Cloud Optimization Modules for Amazon SageMaker* \u3067\u3059\u3002Amazon SageMaker* \u306f AWS* \u30af\u30e9\u30a6\u30c9\u4e0a\u306e\u5b8c\u5168\u306b\u7ba1\u7406\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u3053\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u76ee\u7684\u306f\u3001\u7ba1\u7406\u3055\u308c\u305f AWS* \u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u4e0a\u306b\u5805\u7262\u306a\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u6b8b\u5ff5\u306a\u304c\u3089\u3001\u305d\u306e\u30b7\u30f3\u30d7\u30eb\u3055\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u62bd\u8c61\u5316\u304c\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3092\u56f0\u96e3\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6700\u9069\u5316\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u3001\u958b\u767a\u8005\u306b\u5bfe\u3057\u3066\u3001\u30ab\u30b9\u30bf\u30e0\u30fb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u63a8\u8ad6\u30b3\u30fc\u30c9\u3092\u4e8b\u524d\u69cb\u7bc9\u3055\u308c\u305f SageMaker \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u65b9\u6cd5\u3092\u793a\u3059\u3053\u3068\u3067\u3001\u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3057\u3066\u3044\u307e\u3059\u3002\u4e3b\u306a\u76ee\u6a19\u306f\u3001daal4py \u306a\u3069\u306e\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> AI \u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u30fb\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3092\u6d3b\u7528\u3057\u3066\u3001SageMaker \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p><br>\n<p>\u3053\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3067\u306f\u3001xgboost-daal4py \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30e9\u30e0\u30c0\u63a8\u8ad6\u30cf\u30f3\u30c9\u30e9\u30fc\u306e\u305f\u3081\u306b Amazon* Elastic Container Register (ECR) \u306b\u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3057\u3066\u767b\u9332\u3057\u307e\u3059 (daal4py \u306b\u95a2\u3059\u308b\u8a73\u7d30\u306f\u3053\u3061\u3089\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059)\u3002xgboost-daal4py ECR URI \u306f SageMaker \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u30fb\u30b9\u30af\u30ea\u30d7\u30c8\u306b\u63d0\u4f9b\u3055\u308c\u308b\u305f\u3081\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u304c\u5b9f\u884c\u3055\u308c\u308b\u3068\u3001\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u3001\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u691c\u8a3c\u3057\u3001\u4f5c\u52d5\u30e2\u30c7\u30eb\u3092\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u30e9\u30e0\u30c0\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u751f\u30c7\u30fc\u30bf\u524d\u51e6\u7406\u3092\u51e6\u7406\u3057\u3001\u51e6\u7406\u6e08\u307f\u306e\u30c7\u30fc\u30bf\u3092 SageMaker \u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u9001\u4fe1\u3059\u308b\u305f\u3081\u306b\u3001AWS* API Gateway \u3068\u547c\u3070\u308c\u308b REST API \u30b5\u30fc\u30d3\u30b9\u304c\u7ba1\u7406\u3059\u308b\u63a8\u8ad6\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u884c\u308f\u308c\u307e\u3059\u3002\u3053\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u60c5\u5831\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f daal4py \u306a\u3069\u306e\u30a4\u30f3\u30c6\u30eb\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u6d3b\u7528\u3057\u306a\u304c\u3089\u3001SageMaker \u3067\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u65b9\u6cd5\u3092\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<h2>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u306b\u5bfe\u3059\u308b\u610f\u8b58\u306e\u3042\u308b AI \u958b\u767a\u8005<\/h2>\n<p>AI \u958b\u767a\u8005\u3068\u3057\u3066\u3001AI \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30b9\u30bf\u30c3\u30af\u5168\u4f53\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6c7a\u5b9a\u304c\u884c\u308f\u308c\u308b\u3053\u3068\u3001\u304a\u3088\u3073\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5b9f\u884c\u74b0\u5883\u3084\u5b9f\u884c\u3059\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306b\u3064\u3044\u3066\u610f\u8b58\u7684\u306a\u6c7a\u5b9a\u3092\u3059\u308b\u3053\u3068\u306f\u3001AI \u958b\u767a\u8005\u3068\u3057\u3066\u6210\u9577\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u9818\u57df\u306e\u6700\u65b0\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3084\u30c8\u30ec\u30f3\u30c9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30a4\u30f3\u30c6\u30eb\u306e\u6700\u65b0\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u305f Python* \u30d1\u30c3\u30b1\u30fc\u30b8 (\u4f8b: PyTorch* \u5411\u3051\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> \u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u304a\u3088\u3073 TensorFlow* \u5411\u3051\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> \u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3) \u3084\u3001\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> AVX-512 \u306e\u30d9\u30af\u30c8\u30eb\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u547d\u4ee4\u3084\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> \u30a2\u30c9\u30d0\u30f3\u30b9\u30c8\u30fb\u30de\u30c8\u30ea\u30af\u30b9\u30fb\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u3068\u3044\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u5c02\u7528\u306e ISA\u3001\u305d\u3057\u3066\u91cf\u5b50\u5316\u304a\u3088\u3073\u7cbe\u5ea6\u3092\u8003\u616e\u3057\u305f\u30e2\u30c7\u30eb\u306e\u5727\u7e2e\u306a\u3069\u306e\u30c8\u30d4\u30c3\u30af\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002AI \u958b\u767a\u8005\u3068\u3057\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u306b\u5bfe\u3059\u308b\u610f\u8b58\u3092\u6301\u3064\u3053\u3068\u3067\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30b9\u30bf\u30c3\u30af\u306b\u3064\u3044\u3066\u3088\u308a\u8a73\u3057\u304f\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306e\u6700\u826f\u306e\u65b9\u6cd5 (\u4f8b: \u30b3\u30a2\u3001\u30e1\u30e2\u30ea\u30fc\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30ad\u30f3\u30b0\u901f\u5ea6\u306e\u691c\u8a3c\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u9078\u629e\u3001\u3053\u308c\u3089\u306e\u6700\u9069\u5316\u3092\u6d3b\u6027\u5316\u3059\u308b\u305f\u3081\u306e\u6b63\u3057\u3044\u30b3\u30fc\u30c9\u306e\u8ffd\u52a0\u3001\u30b3\u30a2\u306e\u5229\u7528\u7387\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3068\u30d9\u30f3\u30c1\u30de\u30fc\u30ad\u30f3\u30b0\u306a\u3069) \u3092\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><br>\n<p>\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Cloud Optimization Modules \u306e\u76ee\u7684\u306f\u3001\u958b\u767a\u8005\u304c\u30a4\u30f3\u30c6\u30eb\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fc\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3067\u3059\u3002\u9ad8\u6027\u80fd\u306a\u30af\u30e9\u30a6\u30c9\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9700\u8981\u304c\u5897\u3048\u3066\u3044\u308b\u4e2d\u3001\u958b\u767a\u8005\u306b\u3001\u6700\u65b0\u306e\u6280\u8853\u3068\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001\u30a4\u30f3\u30c6\u30eb\u306e\u307b\u304b\u306e AI \u30c4\u30fc\u30eb\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6700\u9069\u5316\u306b\u3082\u76ee\u3092\u5411\u3051\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30a4\u30f3\u30c6\u30eb\u306e AI \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u57fa\u76e4\u3068\u306a\u308b\u7d71\u4e00\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u3067\u6a19\u6e96\u30d9\u30fc\u30b9\u306e oneAPI \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3082\u5b66\u3076\u3053\u3068\u3092\u5968\u52b1\u3057\u307e\u3059<\/p>\n\n\n\n<p style=\"text-align: center\"><a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/oneapi\/ai\/index.html\" target=\"_blank\" rel=\"noopener\"><button style=\"width: 350px;height: 80px;background: #e64946;font-size: 20px;border-color: #e64946;border-radius:3px\" type=\"button\"> <strong><span style=\"color: white\">\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> oneAPI AI \u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u306e\u88fd\u54c1\u8a73\u7d30\u306f\u3053\u3061\u3089<\/span><\/strong><\/button><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>\u3053\u306e\u8a18\u4e8b\u306f\u3001\u30a4\u30f3\u30c6\u30eb\u00ae \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u306e\u30d6\u30ed\u30b0\u306b\u516c <a class=\"mh-excerpt-more\" href=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2023\/06\/21\/deploy-accelerated-distributed-ai-applications-on-the-aws-cloud\/\" title=\"AWS* \u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u52a0\u901f\u3055\u308c\u305f\u5206\u6563\u578b AI \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u958b\">[&#8230;]<\/a><\/p>\n<\/div>","protected":false},"author":5,"featured_media":2485,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[12,9,14,8],"class_list":["post-2482","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1","tag-ai","tag-intel","tag-oneapi","tag-8"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/posts\/2482","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/comments?post=2482"}],"version-history":[{"count":7,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/posts\/2482\/revisions"}],"predecessor-version":[{"id":2490,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/posts\/2482\/revisions\/2490"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/media\/2485"}],"wp:attachment":[{"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/media?parent=2482"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/categories?post=2482"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/tags?post=2482"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}