{"id":4109,"date":"2025-11-17T17:15:39","date_gmt":"2025-11-17T09:15:39","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4109"},"modified":"2025-11-17T17:15:39","modified_gmt":"2025-11-17T09:15:39","slug":"comprehensive-analysis-of-aws-gpu","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ja\/aws-gpu\u306e\u5305\u62ec\u7684\u306a\u5206\u6790\/","title":{"rendered":"AWS GPU\u306e\u5305\u62ec\u7684\u306a\u5206\u6790"},"content":{"rendered":"<p>\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u6642\u4ee3\u306e\u5230\u6765\u306b\u3088\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u306f\u4f01\u696d\u306b\u3068\u3063\u3066\u30b3\u30a2\u30b3\u30f3\u30d4\u30c6\u30f3\u30b7\u30fc\u306e\u4e00\u3064\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b66\u7fd2\u3084AI\u63a8\u8ad6\u304b\u3089\u3001\u30d3\u30c7\u30aa\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3084\u79d1\u5b66\u8a08\u7b97\u307e\u3067\u3001\u9ad8\u6027\u80fdGPU\u306f\u30d3\u30b8\u30cd\u30b9\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3059\u308b\u91cd\u8981\u306a\u539f\u52d5\u529b\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002Amazon Web Services\uff08AWS\uff09\u306f\u3001\u4e16\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u3057\u3066\u3001\u5f37\u529b\u3067\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044GPU\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3092\u4f01\u696d\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AWS\u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u30ea\u30bb\u30e9\u30fc\u306e\u89b3\u70b9\u304b\u3089\u3001\u5305\u62ec\u7684\u306a\u6982\u8981\u3092\u8aac\u660e\u3057\u307e\u3059\u3002 <strong>AWS GPU \u306e\u5229\u70b9\u3001\u7a2e\u985e\u3001\u4e00\u822c\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u9078\u629e\u63a8\u5968\u4e8b\u9805<\/strong>\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>AWS GPU \u3068\u306f\u4f55\u3067\u3059\u304b?<\/strong><\/h4>\n<p><strong>AWS GPU<\/strong> \u3053\u308c\u306fAWS\u304c\u63d0\u4f9b\u3059\u308bGPU\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3092\u6307\u3057\u3001\u4e3b\u306bNVIDIA GPU\u3092\u642d\u8f09\u3057\u305fEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u901a\u3058\u3066\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306eGPU\u306b\u306f\u3001A10G\u3001A100\u3001H100\u3001L4\u3068\u3044\u3063\u305f\u9ad8\u6027\u80fd\u30e2\u30c7\u30eb\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001AI\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001HPC\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u9ad8\u5ea6\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u9700\u8981\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4f01\u696d\u304c\u72ec\u81ea\u306e GPU \u30af\u30e9\u30b9\u30bf\u30fc\u3092\u69cb\u7bc9\u3059\u308b\u4ee3\u308f\u308a\u306b AWS GPU \u3092\u9078\u629e\u3059\u308b\u4e3b\u306a\u7406\u7531\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5de8\u984d\u306e\u5148\u884c\u6295\u8cc7\u306f\u4e0d\u8981<\/strong>\uff08GPU\u3001\u30b5\u30fc\u30d0\u30fc\u30eb\u30fc\u30e0\u3001\u96fb\u6c17\u4ee3\u3001\u51b7\u5374\u8cbb\u306e\u8cfc\u5165\u30b3\u30b9\u30c8\u304c\u975e\u5e38\u306b\u9ad8\u3044\uff09<\/li>\n<li><strong>\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u62e1\u5f35\u53ef\u80fd<\/strong>\u6570\u5206\u3067\u5927\u898f\u6a21\u306aGPU\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u8d77\u52d5<\/li>\n<li><strong>\u4e3b\u6d41\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u30b5\u30dd\u30fc\u30c8<\/strong>(PyTorch\u3001TensorFlow\u3001MXNet)<\/li>\n<li><strong>\u7d99\u7d9a\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u53cd\u5fa9<\/strong>\u6700\u65b0\u4e16\u4ee3\u306eGPU\u3092\u5e38\u306b\u5229\u7528\u53ef\u80fd<\/li>\n<li><strong>\u3088\u308a\u9ad8\u3044\u5b89\u5b9a\u6027\u3068\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong>\uff08EFA\u3001NVLink\u3001\u72ec\u81ea\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff09<\/li>\n<\/ul>\n<p>AWS GPU \u306f\u3001\u4f01\u696d\u304c\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u5316\u3092\u9032\u3081\u308b\u4e0a\u3067\u91cd\u8981\u306a\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3067\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>AWS GPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30d5\u30a1\u30df\u30ea\u30fc\u306e\u5305\u62ec\u7684\u306a\u5206\u6790<\/strong><\/h4>\n<p>AWS \u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304b\u3089\u63a8\u8ad6\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u304b\u3089\u79d1\u5b66\u8a08\u7b97\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u591a\u69d8\u306a GPU \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h5><strong>1. G \u30b7\u30ea\u30fc\u30ba: \u30b0\u30e9\u30d5\u30a3\u30ab\u30eb \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u63a8\u8ad6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4e21\u65b9\u306b\u9069\u3057\u305f\u3001\u9ad8\u6027\u80fd\u3067\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/strong><\/h5>\n<p>\u4e00\u822c\uff1a<strong>G4dn\u3001G5\u3001G6<\/strong><\/p>\n<ul>\n<li>\u9069\u3057\u3066\u3044\u308b\u7528\u9014: AI\u63a8\u8ad6\u3001\u30d3\u30c7\u30aa\u30c8\u30e9\u30f3\u30b9\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30013D\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u4eee\u60f3\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>GPU: NVIDIA T4 \/ A10G \/ L4<\/li>\n<li>\u7279\u5fb4: \u4f4e\u30b3\u30b9\u30c8\u3001\u8efd\u91cf\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5927\u898f\u6a21\u63a8\u8ad6\u306b\u9069\u3057\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n<h5><strong>2. P\u30b7\u30ea\u30fc\u30ba\uff1a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u6838\u3068\u306a\u308b\u529b<\/strong><\/h5>\n<p>\u4e00\u822c\uff1a<strong>P3\u3001P4\u3001P5<\/strong><\/p>\n<ul>\n<li>\u9069\u3057\u3066\u3044\u308b\u7528\u9014: \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001HPC\u3001\u30cf\u30a4\u30a8\u30f3\u30c9\u79d1\u5b66\u8a08\u7b97<\/li>\n<li>GPU: V100 \/ A100 \/ H100 (\u6700\u65b0)<\/li>\n<li>\u7279\u5fb4: \u975e\u5e38\u306b\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3068\u8d85\u4e26\u5217\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u3088\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<h5><strong>3. DL1\u306e\u4f8b: \u3088\u308a\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong><\/h5>\n<ul>\n<li>GPU: \u30cf\u30d0\u30ca\u30fb\u30ac\u30a6\u30c7\u30a3<\/li>\n<li>\u9069\u3057\u3066\u3044\u308b\u7528\u9014: \u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 (BERT\u3001GPT \u306a\u3069)<\/li>\n<li>\u7279\u5fb4: A100 \u3088\u308a\u3082\u30b3\u30b9\u30c8\u304c\u4f4e\u304f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u901f\u5ea6\u304c\u512a\u308c\u3066\u304a\u308a\u3001\u4f01\u696d\u306b\u597d\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>AWS GPU\u306e\u5178\u578b\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa<\/strong><\/h4>\n<p>AWS GPU \u306f\u8907\u6570\u306e\u696d\u754c\u306b\u52a0\u901f\u6a5f\u80fd\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u304c\u3001\u6700\u3082\u4ee3\u8868\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9818\u57df\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<h5><strong>1. \u5927\u898f\u6a21\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\uff08LLM\uff09<\/strong><\/h5>\n<ul>\n<li>GPT\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n<li>\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3001\u5bfe\u8a71\u30e2\u30c7\u30eb<\/li>\n<li>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n<\/ul>\n<p>P4d \u304a\u3088\u3073 P5 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u3001\u696d\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<h5><strong>2. AI\u63a8\u8ad6\u30b5\u30fc\u30d3\u30b9<\/strong><\/h5>\n<ul>\n<li>\u30b3\u30f3\u30c6\u30f3\u30c4\u30ec\u30d3\u30e5\u30fc<\/li>\n<li>\u88fd\u54c1\u306e\u63a8\u5968\u4e8b\u9805<\/li>\n<li>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u97f3\u58f0\u8a8d\u8b58<\/li>\n<li>\u30d3\u30c7\u30aa\u51e6\u7406<\/li>\n<\/ul>\n<p>G5\/G6 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u63a8\u8ad6\u306e\u5c55\u958b\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5><strong>3. 3D\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3068\u30d3\u30c7\u30aa\u5236\u4f5c<\/strong><\/h5>\n<ul>\n<li>\u5efa\u7bc9\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u30b2\u30fc\u30e0\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0<\/li>\n<li>\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u4eee\u60f3\u30ef\u30fc\u30af\u30b9\u30c6\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<p>AWS \u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u5f37\u529b\u306a GPU \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u30ce\u30fc\u30c9\u3092\u3044\u3064\u3067\u3082\u8d77\u52d5\u3067\u304d\u308b\u305f\u3081\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u6295\u8cc7\u3092\u5927\u5e45\u306b\u7bc0\u7d04\u3067\u304d\u307e\u3059\u3002<\/p>\n<h5><strong>4. \u79d1\u5b66\u8a08\u7b97\u3068\u9ad8\u6027\u80fd\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong><\/h5>\n<ul>\n<li>\u533b\u7642\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u6c17\u8c61\u5206\u6790<\/li>\n<li>\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\uff08CFD\u3001FEA\uff09<\/li>\n<\/ul>\n<p>\u8a08\u7b97\u8ca0\u8377\u306e\u9ad8\u3044\u30bf\u30b9\u30af\u306f\u3001GPU \u306e\u52a9\u3051\u3092\u501f\u308a\u3066\u5927\u5e45\u306b\u9ad8\u901f\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4><\/h4>\n<h4><strong>AWS GPU \u306e\u6280\u8853\u7684\u306a\u5229\u70b9: \u4f01\u696d\u304c\u30af\u30e9\u30a6\u30c9 GPU \u3092\u3088\u308a\u7a4d\u6975\u7684\u306b\u4f7f\u7528\u3059\u308b\u7406\u7531\u306f\u4f55\u3067\u3057\u3087\u3046\u304b?<\/strong><\/h4>\n<h5><strong>1. \u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9:NVLink + EFA\u304c\u901a\u4fe1\u3092\u9ad8\u901f\u5316<\/strong><\/h5>\n<p>GPU \u9593\u306e\u30c7\u30fc\u30bf\u4ea4\u63db\u3092\u9ad8\u901f\u5316\u3059\u308b\u3053\u3068\u304c\u3001\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5><strong>2. \u30b3\u30b9\u30c8\u304c\u3088\u308a\u7ba1\u7406\u3057\u3084\u3059\u304f\u306a\u308b<\/strong><\/h5>\n<ul>\n<li>\u6642\u9593\/\u79d2\u5358\u4f4d\u3067\u306e\u8ab2\u91d1\u304c\u53ef\u80fd<\/li>\n<li>\u30b9\u30dd\u30c3\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3068\u3001\u30b3\u30b9\u30c8\u304c 70% \u524a\u6e1b\u3055\u308c\u307e\u3059\u3002<\/li>\n<li>\u4e8b\u696d\u898f\u6a21\u306b\u5fdc\u3058\u3066\u62e1\u5927\u30fb\u7e2e\u5c0f\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<\/ul>\n<p>\u72ec\u81ea\u306e GPU \u30af\u30e9\u30b9\u30bf\u30fc\u3092\u69cb\u7bc9\u3059\u308b\u5834\u5408\u3068\u6bd4\u8f03\u3057\u3066\u3001\u4e88\u7b97\u306f\u3088\u308a\u900f\u660e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h5><strong>3. \u5b8c\u5168\u306aAI\u958b\u767a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0<\/strong><\/h5>\n<p>AWS \u306f\u5b8c\u5168\u306a\u30c4\u30fc\u30eb\u30c1\u30a7\u30fc\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059:<\/p>\n<ul>\n<li><strong>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 AMI\uff08\u5b8c\u5168\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u30d7\u30ea\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059\uff09<\/strong><\/li>\n<li><strong>SageMaker\uff08\u30de\u30cd\u30fc\u30b8\u30c9\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0+\u63a8\u8ad6\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff09<\/strong><\/li>\n<li><strong>Bedrock (\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u4e0d\u8981\u3001\u5927\u898f\u6a21\u306a\u30e2\u30c7\u30eb\u3092\u76f4\u63a5\u4f7f\u7528)<\/strong><\/li>\n<\/ul>\n<p>\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u304b\u3089\u5927\u4f01\u696d\u307e\u3067\u3001\u4f01\u696d\u306e\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5fdc\u3048\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u30af\u30e9\u30a6\u30c9\u3092\u9078\u629e\u3059\u308b<\/strong><\/h4>\n<p>\u8077\u696d\u3068\u3057\u3066 <strong>AWS\u8a8d\u5b9a\u30ea\u30bb\u30e9\u30fc<\/strong>\u5f53\u793e\u306f\u4f01\u696d\u306b\u4ee5\u4e0b\u3092\u63d0\u4f9b\u3057\u307e\u3059:<\/p>\n<ul>\n<li>AWS\u516c\u5f0f\u540c\u4e00\u4fa1\u683c\u8cfc\u5165\u30c1\u30e3\u30cd\u30eb<\/li>\n<li>\u5c02\u4efb\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u306b\u3088\u308b\u30de\u30f3\u30c4\u30fc\u30de\u30f3\u30b5\u30fc\u30d3\u30b9<\/li>\n<li>GPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u9078\u629e\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0<\/li>\n<li>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5c0e\u5165\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316<\/li>\n<li>AWS \u30af\u30ec\u30b8\u30c3\u30c8\u3084 MDF \u306a\u3069\u306e\u30ea\u30bd\u30fc\u30b9\u306e\u7533\u8acb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n<li>\u304a\u5ba2\u69d8\u306b\u4ee3\u308f\u3063\u3066\u8acb\u6c42\u66f8\u306e\u5272\u5f15\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u9075\u5b88\u306e\u8acb\u6c42\u66f8\u3092\u7533\u8acb\u3057\u307e\u3059<\/li>\n<\/ul>\n<p>\u4f01\u696d\u304c\u6700\u77ed\u6642\u9593\u304b\u3064\u6700\u4f4e\u306e\u30b3\u30b9\u30c8\u3067\u6700\u5f37\u306e\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30ef\u30fc\u3092\u7372\u5f97\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4><strong>\u8981\u7d04\u3059\u308b<\/strong><\/h4>\n<p>AWS GPU\u306fAI\u6642\u4ee3\u306e\u767a\u5c55\u3092\u727d\u5f15\u3059\u308b\u4e2d\u6838\u7684\u306a\u539f\u52d5\u529b\u3067\u3042\u308a\u3001\u4f01\u696d\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u63a8\u8ad6\u3068\u3044\u3063\u305f\u9ad8\u5ea6\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30bf\u30b9\u30af\u3092\u4f4e\u30b3\u30b9\u30c8\u304b\u3064\u9ad8\u52b9\u7387\u3067\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u958b\u767a\u3001\u30d3\u30c7\u30aa\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5c55\u958b\u306a\u3069\u3001AWS\u306f\u6700\u3082\u5305\u62ec\u7684\u306aGPU\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>GPU\u306e\u30af\u30e9\u30a6\u30c9\u79fb\u884c\u3092\u691c\u8a0e\u4e2d\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u3092\u3054\u691c\u8a0e\u4e2d\u3001\u3042\u308b\u3044\u306fAWS GPU\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u304a\u77e5\u308a\u306b\u306a\u308a\u305f\u3044\u65b9\u306f\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002\u5c02\u9580\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3068\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3092\u63d0\u4f9b\u3044\u305f\u3057\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u6642\u4ee3\u306e\u5230\u6765\u306b\u3088\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u80fd\u529b\u306f\u4f01\u696d\u306b\u3068\u3063\u3066\u30b3\u30a2\u30b3\u30f3\u30d4\u30c6\u30f3\u30b7\u30fc\u306e\u4e00\u3064\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u5b66\u7fd2\u3084AI\u63a8\u8ad6\u304b\u3089\u3001\u30d3\u30c7\u30aa\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3084\u79d1\u5b66\u8a08\u7b97\u307e\u3067\u3001\u9ad8\u6027\u80fdGPU\u306f\u30d3\u30b8\u30cd\u30b9\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u63a8\u9032\u3059\u308b\u91cd\u8981\u306a\u539f\u52d5\u529b\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002Amazon Web Services\uff08AWS\uff09\u306f\u3001\u4e16\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u3057\u3066\u3001\u5f37\u529b\u3067\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044GPU\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3092\u4f01\u696d\u306b\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001AWS\u30ea\u30bb\u30e9\u30fc\u306e\u8996\u70b9\u304b\u3089\u3001AWS GPU\u306e\u5229\u70b9\u3001\u7a2e\u985e\u3001\u4e00\u822c\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30b7\u30ca\u30ea\u30aa\u3001\u305d\u3057\u3066\u4f01\u696d\u306b\u304a\u3051\u308bGPU\u9078\u5b9a\u306e\u63a8\u5968\u4e8b\u9805\u306b\u3064\u3044\u3066\u3001\u5305\u62ec\u7684\u306a\u7406\u89e3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>","protected":false},"author":1,"featured_media":4110,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-4109","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\/4109","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=4109"}],"version-history":[{"count":1,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/4109\/revisions"}],"predecessor-version":[{"id":4111,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/posts\/4109\/revisions\/4111"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media\/4110"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/media?parent=4109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/categories?post=4109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ja\/wp-json\/wp\/v2\/tags?post=4109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}