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V100\u306a\u3069\u306e\u9ad8\u6027\u80fdGPU\u3092\u642d\u8f09\u3057\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u6700\u9069\u3067\u3059\u3002\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30ed\u30fc\u30ab\u30eb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f\u6570\u9031\u9593\u304b\u304b\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u304c\u3001P\u30b7\u30ea\u30fc\u30ba\u3067\u306f\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6570\u65e5\u3001\u3042\u308b\u3044\u306f\u6570\u6642\u9593\u307e\u3067\u77ed\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>G\u30b7\u30ea\u30fc\u30ba<\/strong>G\u30b7\u30ea\u30fc\u30ba\u306fP\u30b7\u30ea\u30fc\u30ba\u306e\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u3001\u63a8\u8ad6\u3084\u5c0f\u898f\u6a21\u306a\u5b66\u7fd2\u30bf\u30b9\u30af\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u4f01\u696d\u306f\u3001AI\u30e2\u30c7\u30eb\u306e\u691c\u8a3c\u306b\u304a\u3044\u3066\u3001\u4f4e\u30b3\u30b9\u30c8\u3067GPU\u6a5f\u80fd\u3092\u5f97\u308b\u305f\u3081\u306bG\u30b7\u30ea\u30fc\u30ba\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<p><strong>F1\u30b7\u30ea\u30fc\u30ba<\/strong>FPGA\u30c1\u30c3\u30d7\u3092\u642d\u8f09\u3059\u308b\u3053\u3068\u3067\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u907a\u4f1d\u5b50\u914d\u5217\u89e3\u6790\u3084\u91d1\u878d\u30ea\u30b9\u30af\u7ba1\u7406\u3068\u3044\u3063\u305f\u30bf\u30b9\u30af\u3067\u306f\u3001\u4e3b\u8981\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092FPGA\u306b\u300c\u713c\u304d\u8fbc\u3080\u300d\u3053\u3068\u3067\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>Inf1\/Trn1<\/strong> AWS\u72ec\u81ea\u306eAI\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u3001\u63a8\u8ad6\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001GPU\u3068\u540c\u7b49\u3001\u3042\u308b\u3044\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u306a\u304c\u3089\u3001\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u3059\u308b\u4f01\u696d\u306e\u9700\u8981\u304c\u62e1\u5927\u3059\u308b\u306b\u3064\u308c\u3001\u3053\u308c\u3089\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u4eca\u5f8c\u91cd\u8981\u306a\u9078\u629e\u80a2\u3068\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>&nbsp;<\/p>\n<h4>\u4f01\u696d\u4e8b\u4f8b\u3068\u5b9f\u52d9\u7d4c\u9a13<\/h4>\n<p>\u4e0a\u8a18\u306e\u5178\u578b\u7684\u306a\u4e8b\u4f8b\u306b\u57fa\u3065\u3044\u3066\u3001\u4f01\u696d\u304c\u30b3\u30b9\u30c8\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u3069\u306e\u3088\u3046\u306b\u7570\u306a\u308b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u304b\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001<\/p>\n<ul>\n<li>\u3042\u308b\u5c0f\u58f2\u696d\u306eE\u30b3\u30de\u30fc\u30b9\u4f01\u696d\u306f\u3001\u30db\u30ea\u30c7\u30fc\u30b7\u30fc\u30ba\u30f3\u306e\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u671f\u9593\u4e2d\u306b\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u6025\u5897\u3092\u7d4c\u9a13\u3057\u307e\u3057\u305f\u3002\u901a\u5e38\u306fm5.large\u30b5\u30fc\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u3066E\u30b3\u30de\u30fc\u30b9\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3092\u5c55\u958b\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u30d4\u30fc\u30af\u6642\u306b\u306f\u51e6\u7406\u80fd\u529b\u3092\u9ad8\u3081\u308b\u305f\u3081\u3001\u4e00\u6642\u7684\u306bc6g.xlarge\u30b5\u30fc\u30d0\u30fc\u306b\u5207\u308a\u66ff\u3048\u307e\u3057\u305f\u3002\u307e\u305f\u3001Auto Scaling\u3092\u4f7f\u7528\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u6570\u3092\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u9ad8\u6027\u80fd\u30b5\u30fc\u30d0\u30fc\u306e\u7dad\u6301\u306b\u304b\u304b\u308b\u9ad8\u984d\u306a\u30b3\u30b9\u30c8\u3092\u56de\u907f\u3057\u3001\u4e8b\u696d\u7d99\u7d9a\u6027\u3092\u78ba\u4fdd\u3057\u307e\u3057\u305f\u3002<\/li>\n<li>\u3042\u308b\u533b\u7642\u7814\u7a76\u6a5f\u95a2\u306f\u3001\u907a\u4f1d\u5b50\u89e3\u6790\u4e2d\u306b\u81a8\u5927\u306a\u91cf\u306e\u907a\u4f1d\u5b50\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081 r5.12xlarge \u3092\u4f7f\u7528\u3057\u3001\u30c7\u30fc\u30bf\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30d5\u30a7\u30fc\u30ba\u4e2d\u306b\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u305f\u3081\u306b\u30b9\u30dd\u30c3\u30c8\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7d04 60% \u306e\u4e88\u7b97\u3092\u7bc0\u7d04\u3057\u307e\u3057\u305f\u3002<\/li>\n<li>\u30d3\u30c7\u30aa\u5236\u4f5c\u30c1\u30fc\u30e0\u306f\u30013D \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u7528\u306e\u30e1\u30a4\u30f3 GPU \u30af\u30e9\u30b9\u30bf\u30fc\u3068\u3057\u3066 g4dn \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u7528\u3057\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306e\u30d4\u30fc\u30af\u6642\u306b\u30b9\u30dd\u30c3\u30c8 GPU \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u30d0\u30c3\u30c1\u3067\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u914d\u4fe1\u30b5\u30a4\u30af\u30eb\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u4e8b\u4f8b\u306f\u3001\u9069\u5207\u306a EC2 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b3\u30b9\u30c8\u306e\u554f\u984c\u3060\u3051\u3067\u306f\u306a\u304f\u3001\u6fc0\u3057\u3044\u7af6\u4e89\u306b\u76f4\u9762\u3057\u3066\u3082\u4f01\u696d\u304c\u4fca\u654f\u6027\u3068\u52b9\u7387\u6027\u3092\u7dad\u6301\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u306e\u9375\u3067\u3082\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>AWS \u30ea\u30bb\u30e9\u30fc\u3092\u9078\u629e\u3059\u308b\u7406\u7531\u306f\u4f55\u3067\u3059\u304b?<\/h2>\n<p>\u4f01\u696d\u306b\u3068\u3063\u3066\u3001\u516c\u5f0f\u30b5\u30a4\u30c8\u304b\u3089 EC2 \u3092\u76f4\u63a5\u8cfc\u5165\u3059\u308b\u306e\u306f\u4fbf\u5229\u3067\u3059\u304c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3001\u30b3\u30b9\u30c8\u306e\u6700\u9069\u5316\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u3001\u30ed\u30fc\u30ab\u30eb\u30b5\u30dd\u30fc\u30c8\u306a\u3069\u306e\u70b9\u3067\u3001\u3088\u308a\u8a73\u7d30\u306a\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002\u4f8b:<\/p>\n<ul>\n<li><strong>\u5c02\u9580\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9<\/strong>: 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