{"id":2043,"date":"2022-05-12T06:15:00","date_gmt":"2022-05-11T21:15:00","guid":{"rendered":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/?p=2043"},"modified":"2022-05-12T06:15:00","modified_gmt":"2022-05-11T21:15:00","slug":"how-ai-is-affecting-scientists-and-driving-new-methods-of","status":"publish","type":"post","link":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2022\/05\/12\/how-ai-is-affecting-scientists-and-driving-new-methods-of\/","title":{"rendered":"AI \u306f\u79d1\u5b66\u8005\u306b\u3069\u306e\u3088\u3046\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u3001\u65b0\u3057\u3044\u7814\u7a76\u65b9\u6cd5\u3092\u63a8\u9032\u3059\u308b\u306e\u304b"},"content":{"rendered":"<p><span style=\"font-family: arial, helvetica, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-2047\" src=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2022\/05\/intel_blog.jpg\" alt=\"\" width=\"998\" height=\"552\" srcset=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2022\/05\/intel_blog.jpg 998w, https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2022\/05\/intel_blog-300x166.jpg 300w, https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2022\/05\/intel_blog-768x425.jpg 768w\" sizes=\"auto, (max-width: 998px) 100vw, 998px\" \/><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3053\u306e\u8a18\u4e8b\u306f\u30a4\u30f3\u30c6\u30eb \u30b3\u30fc\u30dd\u30ec\u30fc\u30b7\u30e7\u30f3 \u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30b0\u30eb\u30fc\u30d7\u306e\u30d7\u30ea\u30f3\u30b7\u30d1\u30eb\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2 Vikram Saletore \u535a\u58eb\u306e\u4ee3\u7406\u3068\u3057\u3066\u6295\u7a3f\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">HPC \u30a4\u30f3\u30d5\u30e9\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e AI \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3084\u30e2\u30c7\u30eb\u306e\u6025\u901f\u306a\u958b\u767a\u3068\u5229\u7528\u306b\u652f\u3048\u3089\u308c\u305f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u5229\u7528\u306b\u3088\u308a\u3001\u4eba\u5de5\u77e5\u80fd (AI)\u3001\u30cf\u30a4\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 (HPC)\u3001\u9ad8\u6027\u80fd\u30c7\u30fc\u30bf\u89e3\u6790 (HPDA) \u306e\u878d\u5408\u304c\u8d77\u3053\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u878d\u5408\u306f\u3001\u79d1\u5b66\u7684\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u5c55\u671b\u3092\u518d\u69cb\u7bc9\u3057\u59cb\u3081\u3001\u79d1\u5b66\u8005\u304c\u4ee5\u524d\u306b\u306f\u4e0d\u53ef\u80fd\u3067\u3042\u3063\u305f\u30e6\u30cb\u30fc\u30af\u306a\u65b9\u6cd5\u3067\u89e3\u6c7a\u7b56\u3092\u898b\u51fa\u3059\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u30a4\u30f3\u30c6\u30eb\u3067\u306f\u3001\u4eba\u5de5\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af (ANN) \u306f\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u3068\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u5168\u4f53\u306b\u308f\u305f\u3063\u3066\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30cd\u30fc\u30d6\u30eb\u30e1\u30f3\u30c8\u30fb\u30c1\u30fc\u30e0\u306e\u4e00\u54e1\u3067\u3042\u308b\u79c1\u306e\u4ed5\u4e8b\u306f\u3001\u79d1\u5b66\u306e\u305f\u3081\u306e HPC \u3068 AI \u306b\u304a\u3051\u308b\u591a\u304f\u306e\u9032\u884c\u4e2d\u306e\u9032\u6b69\u3092\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u7814\u7a76\u306b\u7d50\u3073\u4ed8\u3051\u308b\u3053\u3068\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u79d1\u5b66\u8005\u304c\u30e2\u30c7\u30ea\u30f3\u30b0\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b AI \u306b\u61d0\u7591\u7684\u306a\u306e\u306f\u5f53\u7136\u3067\u3042\u308a\u3001\u79c1\u305f\u3061\u306f\u591a\u65b9\u9762\u304b\u3089\u30a2\u30d7\u30ed\u30fc\u30c1\u3057\u3066\u3044\u307e\u3059\u3002AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u6709\u7528\u3067\u3042\u308b\u305f\u3081\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u975e\u7269\u7406\u7684\u306a\u4eba\u5de5\u7269\u3092\u6301\u3061\u8fbc\u307e\u306a\u3044\u3088\u3046\u306b\u3001\u5b9f\u8a3c\u7684\u306b\u6b63\u3057\u3044\u7d50\u679c\u3092\u63d0\u4f9b\u3057\u3001\u63a8\u8ad6\u306e\u9ad8\u901f\u5316\u3001\u79fb\u690d\u6027\u3001\u4f7f\u3044\u3084\u3059\u3055\u306a\u3069\u3001\u4f55\u3089\u304b\u306e\u5229\u76ca\u3092\u63d0\u4f9b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>\u79d1\u5b66\u8005\u305f\u3061\u306f\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u3084\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b AI \u306b\u5bfe\u3057\u3066\u5f53\u7136\u306a\u304c\u3089\u61d0\u7591\u7684\u3067\u3059\u3002AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u304c\u6709\u7528\u3067\u3042\u308b\u305f\u3081\u306b\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u975e\u7269\u7406\u7684\u306a\u4eba\u5de5\u7269\u3092\u6301\u3061\u8fbc\u307e\u306a\u3044\u3088\u3046\u306b\u3001\u5b9f\u8a3c\u7684\u306b\u6b63\u3057\u3044\u7d50\u679c\u3092\u63d0\u4f9b\u3057\u3001\u63a8\u8ad6\u306e\u9ad8\u901f\u5316\u3001\u79fb\u690d\u6027\u3001\u4f7f\u3044\u3084\u3059\u3055\u306a\u3069\u4f55\u3089\u304b\u306e\u5229\u70b9\u3092\u63d0\u4f9b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\">\u5b9f\u7528\u7684\u306a\u89e3\u6c7a\u7b56\u3092\u591a\u6570\u7528\u610f<\/span><\/h3>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u79c1\u305f\u3061\u306e\u304a\u5ba2\u69d8\u306f\u3001HPC \u3084\u7523\u696d\u754c\u306b\u304a\u3051\u308b AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u65b0\u3057\u3044\u3001\u3088\u308a\u826f\u3044\u4f7f\u3044\u65b9\u3092\u5e38\u306b\u898b\u51fa\u3057\u3066\u304a\u308a\u3001\u5b9f\u7528\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u8c4a\u5bcc\u306b\u3042\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u3066\u3044\u307e\u3059\u3002\u88fd\u9020\u696d\u306e\u6b20\u9665\u5bc6\u5ea6\u4f4e\u6e1b\u3001\u5c0f\u58f2\u696d\u3078\u306e\u652f\u63f4\u3001\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u8a2d\u8a08\u306b\u3088\u308b\u5805\u7262\u3067\u9759\u304b\u306a\u71c3\u8cbb\u306e\u826f\u3044\u30b8\u30a7\u30c3\u30c8\u30a8\u30f3\u30b8\u30f3\u306e\u958b\u767a\u3001\u88fd\u9020\u73fe\u5834\u3078\u306e AI \u5c0e\u5165\u3001\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u30fc\u5b9f\u73fe\u3078\u306e\u53d6\u308a\u7d44\u307f\u3001\u4ea4\u901a\u6d41\u89e3\u6790\u3001\u81ea\u52d5\u8eca\u885d\u7a81\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308b\u6551\u547d\u3001\u30cf\u30a4\u30b3\u30f3\u30c6\u30f3\u30c4\u5275\u85ac\u3001\u822a\u7a7a\u6a5f\u6574\u5099\u30fb\u4fee\u7406\u652f\u63f4\u3001\u8a08\u7b97\u6d41\u4f53\u306a\u3069\u306e\u5206\u91ce\u3067\u306e\u4e00\u822c\u5316\u3001\u9ad8\u30a8\u30cd\u30eb\u30ae\u30fc\u7c92\u5b50\u691c\u51fa\u5668\u306e\u8a2d\u8a08\u306b\u3088\u308b\u4eba\u985e\u306e\u77e5\u8b58\u306e\u767a\u5c55\u306a\u3069\u3001\u591a\u304f\u306e\u9032\u5c55\u304c\u3042\u308b\u306e\u3067\u7c21\u5358\u306b\u5217\u6319\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u305d\u306e\u4e2d\u3067\u3001\u6700\u3082\u91cd\u8981\u306a\u306e\u306f\u3001\u300c\u30b9\u30de\u30fc\u30c8\u306a\u90fd\u5e02\u300d\u3067\u3059\u3002\u6570\u591a\u304f\u306e\u6210\u529f\u4e8b\u4f8b\u306b\u3088\u308a\u3001\u8fb2\u696d\u3084\u5065\u5eb7\u306a\u3069\u69d8\u3005\u306a\u5206\u91ce\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001\u4e16\u754c\u4e2d\u306e\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u30d7\u30ed\u30c0\u30af\u30b7\u30e7\u30f3 AI \u63a8\u8ad6\u30e2\u30c7\u30eb\u304c\u5c55\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3069\u306e\u3088\u3046\u306a\u5834\u5408\u3067\u3082\u3001\u7269\u7406\u7684\u30fb\u751f\u7269\u5b66\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u304c\u3001\u4ee3\u7528 AI \u30e2\u30c7\u30eb\u3068\u65e2\u5b58\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3084\u30b0\u30e9\u30f3\u30c9\u30c8\u30a5\u30eb\u30fc\u30b9\u30fb\u30c7\u30fc\u30bf\u3092\u78ba\u5b9f\u306b\u4e00\u81f4\u3055\u305b\u308b\u305f\u3081\u306e\u300c\u8aac\u660e\u53ef\u80fd\u306a AI\u300d\u304c\u5fc5\u8981\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u8aac\u660e\u53ef\u80fd\u306a AI \u306f\u3001AI \u30d9\u30fc\u30b9\u306e\u6d1e\u5bdf\u3092\u89e3\u91c8\u3057\u3001\u8aac\u660e\u3057\u3001\u691c\u8a3c\u3067\u304d\u308b\u4eba\u9593\u306e\u5c02\u9580\u5bb6\u3092\u30eb\u30fc\u30d7\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u816b\u760d\u3092\u7279\u5b9a\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b CT \u30b9\u30ad\u30e3\u30f3\u306e\u63a8\u8ad6\u3092\u89e3\u91c8\u3059\u308b\u5834\u5408\u3001\u8aac\u660e\u53ef\u80fd\u306a AI \u306b\u306f\u653e\u5c04\u7dda\u79d1\u533b\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u5c02\u9580\u5bb6\u306e\u89e3\u91c8\u3092\u7528\u3044\u3066\u3001\u7279\u5b9a\u3055\u308c\u305f\u9818\u57df\u304c\u5b9f\u969b\u306b\u816b\u760d\u3067\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u7814\u7a76\u52aa\u529b\u3068 AI\/HPC\/HPDA \u306e\u878d\u5408\u304c\u79c1\u305f\u3061\u306e\u751f\u6d3b\u3092\u3069\u306e\u3088\u3046\u306b\u5909\u3048\u308b\u304b\u3092\u5f37\u8abf\u3059\u308b\u7c21\u5358\u306a\u4f8b\u3067\u3059\u3002<\/span><\/p>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\">AI \u304c\u79d1\u5b66\u7814\u7a76\u306b\u4e0e\u3048\u308b\u5f71\u97ff<\/span><\/h3>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3001\u5c06\u6765\u306e\u7814\u7a76\u306e\u307b\u307c\u3059\u3079\u3066\u306e\u5074\u9762\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3067\u3057\u3087\u3046\u3002\u6210\u529f\u4f8b\u3084\u5148\u7aef\u6280\u8853\u3092\u3059\u3050\u306b\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001AI \u306b\u3088\u308b\u5897\u5f37\u3084\u4ee3\u66ff\u304c\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30fb\u30e2\u30c7\u30eb\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u3044\u304b\u306b\u62e1\u5927\u3067\u304d\u308b\u304b\u306b\u3064\u3044\u3066\u3001\u79d1\u5b66\u8005\u306e\u9593\u3067\u8a8d\u8b58\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3053\u3068\u306f\u3001\u79d1\u5b66\u8005\u304c\u3088\u308a\u6b63\u78ba\u306a\u30e2\u30c7\u30eb\u3084\u8aac\u660e\u53ef\u80fd\u306a AI \u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3092\u8ffd\u6c42\u3059\u308b\u4e2d\u3067\u3001\u65b0\u3057\u3044\u8003\u3048\u65b9\u3084\u5927\u304d\u304f\u8003\u3048\u308b\u81ea\u7531\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002\u79d1\u5b66\u8005\u305f\u3061\u306f\u3001\u4ee5\u524d\u306f\u4e0d\u53ef\u80fd\u3060\u3063\u305f\u7814\u7a76\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u5b9f\u611f\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>\u6210\u529f\u4f8b\u3084\u5148\u7aef\u6280\u8853\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u5bb9\u6613\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3001AI \u306b\u3088\u308b\u62e1\u5f35\u3084\u4ee3\u66ff\u304c\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30fb\u30e2\u30c7\u30eb\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u3044\u304b\u306b\u62e1\u5927\u3059\u308b\u304b\u306b\u3064\u3044\u3066\u3001\u79d1\u5b66\u8005\u306e\u9593\u3067\u8a8d\u8b58\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u3053\u3068\u306f\u3001\u79d1\u5b66\u8005\u304c\u3088\u308a\u6b63\u78ba\u306a\u30e2\u30c7\u30eb\u3084\u8aac\u660e\u53ef\u80fd\u306a AI \u30e2\u30c7\u30eb\u306e\u4f5c\u6210\u3092\u8ffd\u6c42\u3059\u308b\u4e2d\u3067\u3001\u65b0\u3057\u3044\u8003\u3048\u65b9\u3084\u5927\u304d\u304f\u8003\u3048\u308b\u81ea\u7531\u3092\u4fc3\u9032\u3057\u307e\u3059\u3002\u79d1\u5b66\u8005\u305f\u3061\u306f\u3001\u4ee5\u524d\u306f\u4e0d\u53ef\u80fd\u3060\u3063\u305f\u7814\u7a76\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u5b9f\u611f\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u30c7\u30fc\u30bf\u30fb\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u7269\u7406\u7684\u5236\u7d04\u3092 AI \u30e2\u30c7\u30eb\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3001<a href=\"https:\/\/en.wikipedia.org\/wiki\/Physics-informed_neural_networks\" target=\"_blank\" rel=\"noopener\">PINN (Physics Informed Neural Networks) (\u82f1\u8a9e) <\/a>\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3092\u4f5c\u6210\u3057\u59cb\u3081\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5236\u7d04\u306b\u3088\u308a\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u4f5c\u6210\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u304a\u3088\u3073\u5c55\u958b\u304c\u9ad8\u901f\u5316\u3055\u308c\u307e\u3059\u3002\u5b66\u7fd2\u4e2d\u3001ANN \u306f\u4e0e\u3048\u3089\u308c\u305f\u5b66\u7fd2\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3059\u308b\u3088\u3046\u306b\u6700\u9069\u5316\u3055\u308c\u307e\u3059\u3002\u300c\u6700\u9069\u300d\u306a\u30e2\u30c7\u30eb\u306f\u3001\u7269\u7406\u3092\u6700\u3082\u6b63\u78ba\u306b\u53cd\u6620\u3057\u305f\u7d50\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u7269\u7406\u7684\u306a\u73fe\u5b9f\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u8ffd\u52a0\u3059\u308b\u3053\u3068\u3067\u3001PINN \u306f\u3088\u308a\u6b63\u78ba\u3067\u4e88\u6e2c\u53ef\u80fd\u306a\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u3088\u308a\u901f\u304f\u8a13\u7df4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059 (\u89e3\u7b54\u307e\u3067\u306e\u6642\u9593\uff09\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">PINN \u306f\u3001\u79d1\u5b66\u8005\u304c\u5b9f\u4e16\u754c\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u3066\u3044\u308b\u591a\u304f\u306e\u65b0\u3057\u3044 AI \u30a2\u30d7\u30ed\u30fc\u30c1\u306e 1 \u3064\u3092\u53cd\u6620\u3057\u3066\u3044\u307e\u3059\u3002\u5929\u6c17\u4e88\u5831\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3001\u3053\u308c\u3089\u306e\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306e\u524d\u51e6\u7406\u304b\u3089\u540c\u5316\u3001\u4e88\u6e2c\u3001\u5f8c\u51e6\u7406\u3001\u8a55\u4fa1\u307e\u3067\u3001HPC \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u3042\u3089\u3086\u308b\u5074\u9762\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u3092\u793a\u3059\u5177\u4f53\u4f8b\u306e 1 \u3064\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u5929\u6c17\u4e88\u5831\u306e\u305f\u3081\u306e\u3001\u3088\u308a\u9ad8\u901f\u3067\u3088\u308a\u6b63\u78ba\u306a\u30e2\u30c7\u30eb\u304c\u5b9f\u73fe\u3059\u308c\u3070\u3001\u793e\u4f1a\u306f\u6069\u6075\u3092\u53d7\u3051\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u65b0\u3057\u3044 AI \u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u79d1\u5b66\u8005\u304c\u624b\u6301\u3061\u306e\u30c7\u30fc\u30bf\u3067\u3088\u308a\u591a\u304f\u306e\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u4e00\u65b9\u3001\u4e16\u754c\u4e2d\u306e\u79d1\u5b66\u8005\u306f\u9593\u3082\u306a\u304f\u3001\u6700\u65b0\u306e\u30a4\u30f3\u30c6\u30eb AI \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u306e\u4e26\u5916\u308c\u305f\u6027\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306b\u3088\u308a\u3001\u4e16\u754c\u4e2d\u306e\u79d1\u5b66\u8005\u304c\u3088\u308a\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u5fdc\u3057\u3001\u767a\u898b\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>\u65b0\u3057\u3044 AI \u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u79d1\u5b66\u8005\u304c\u624b\u6301\u3061\u306e\u30c7\u30fc\u30bf\u3067\u3088\u308a\u591a\u304f\u306e\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u3067\u3001\u4e16\u754c\u4e2d\u306e\u79d1\u5b66\u8005\u304c\u3088\u308a\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u5fdc\u3057\u3001\u767a\u898b\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\">\u91cd\u8981\u306a\u8ab2\u984c\u306f\u300c\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u300d<\/span><\/h3>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u89e3\u6c7a\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u4e0d\u53ef\u6b20\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u304b\u3089\u6d3e\u751f\u3059\u308b\u30e2\u30c7\u30eb\u306e\u7a76\u6975\u306e\u8ab2\u984c\u306f\u691c\u8a3c\u3067\u3059\u3002\u3064\u307e\u308a\u3001AI \u3092\u4f7f\u3063\u305f\u53d6\u308a\u7d44\u307f\u3067\u306f\u3001\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u601d\u3063\u305f\u901a\u308a\u306b\u52d5\u3044\u3066\u3044\u308b\u3053\u3068\u3092\u3069\u3046\u3084\u3063\u3066\u78ba\u8a8d\u3059\u308b\u306e\u304b?\u300d\u3068\u3044\u3046\u8cea\u554f\u306b\u7b54\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u3001\u79c1\u305f\u3061\u304c\u8003\u3048\u3066\u3044\u308b\u3068\u304a\u308a\u306b\u52d5\u3044\u3066\u3044\u308b\u3053\u3068\u3092\u3001\u3069\u3046\u3084\u3063\u3066\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3057\u3087\u3046\u304b?<\/strong><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3053\u306e\u8cea\u554f\u306b\u7b54\u3048\u308b\u3053\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u3068\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u554f\u984c\u306b\u3064\u3044\u3066\u6df1\u304f\u614e\u91cd\u306b\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u8ab2\u984c\u3067\u3059\u3002\u591a\u304f\u306e\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u5c02\u9580\u77e5\u8b58\u306e\u63a1\u7528\u306f\u975e\u5e38\u306b\u65b0\u3057\u3044\u3082\u306e\u3067\u3059\u3002\u30a4\u30f3\u30c6\u30eb\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30cd\u30fc\u30d6\u30eb\u30e1\u30f3\u30c8\u30fb\u30c1\u30fc\u30e0\u306f\u3001\u4f01\u696d\u304c\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u63a1\u7528\u66f2\u7dda\u306b\u6cbf\u3063\u3066\u9032\u307f\u306a\u304c\u3089\u30cb\u30fc\u30ba\u3092\u7406\u89e3\u3057\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u306b\u81f3\u308b\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u308b\u3088\u3046\u3001\u652f\u63f4\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u9069\u5207\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30fb\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30fb\u30d3\u30eb\u30c7\u30a3\u30f3\u30b0\u30fb\u30d6\u30ed\u30c3\u30af\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>\u591a\u304f\u306e\u7d44\u7e54\u306b\u3068\u3063\u3066\u3001AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u5c02\u9580\u77e5\u8b58\u306e\u63a1\u7528\u306f\u975e\u5e38\u306b\u65b0\u3057\u3044\u3082\u306e\u3067\u3059\u3002\u30a4\u30f3\u30c6\u30eb\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30cd\u30fc\u30d6\u30eb\u30e1\u30f3\u30c8\u30fb\u30c1\u30fc\u30e0\u306f\u3001\u4f01\u696d\u304c\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u5c0e\u5165\u66f2\u7dda\u306b\u6cbf\u3063\u3066\u9032\u307f\u306a\u304c\u3089\u30cb\u30fc\u30ba\u3092\u7406\u89e3\u3057\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u3078\u306e\u6642\u9593\u3092\u52a0\u901f\u3067\u304d\u308b\u3088\u3046\u652f\u63f4\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/span><\/p>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\">AI \u3068 HPC \u30ea\u30bd\u30fc\u30b9\u306e\u30a2\u30b8\u30e3\u30a4\u30eb\u306a\u6d3b\u7528\u306b\u706b\u3092\u3064\u3051\u308b<\/span><\/h3>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">HPC \u3068 AI \u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u9593\u306b\u306f\u3001\u305d\u306e\u5927\u304d\u306a\u8a08\u7b97\u8981\u4ef6\u306b\u52d5\u6a5f\u4ed8\u3051\u3089\u308c\u305f\u53ce\u675f\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u591a\u304f\u306e AI \u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u304c\u3001HPC \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u65e2\u5b58\u306e\u30af\u30e9\u30a6\u30c9\u3084\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u9078\u629e\u3059\u308b\u7406\u7531\u3092\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002HPC \u3068 AI \u306e\u4e21\u65b9\u306e\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3068\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3092\u5fc5\u8981\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u3057\u304b\u3057\u3001\u9055\u3044\u306f\u3042\u308a\u307e\u3059\u3002\u79c1\u305f\u3061\u30a4\u30f3\u30c6\u30eb\u306f\u3001AI \u306e\u304a\u5ba2\u69d8\u3084 HPC \u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u306e\u58f0\u306b\u6ce8\u610f\u6df1\u304f\u8033\u3092\u50be\u3051\u3066\u304d\u307e\u3057\u305f\u3002\u5f53\u793e\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30fb\u30c1\u30fc\u30e0\u306f\u3001\u88fd\u54c1\u30b9\u30bf\u30c3\u30af\u5168\u4f53\u3092\u901a\u3057\u3066\u3001\u9867\u5ba2\u304b\u3089\u8981\u6c42\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u305f\u3081\u306b\u3001\u7d20\u6674\u3089\u3057\u3044\u52aa\u529b\u3092\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u9ad8\u5e2f\u57df\u5e45\u3001\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u5927\u5bb9\u91cf\u30e1\u30e2\u30ea\u30fc\u304a\u3088\u3073\u30b9\u30c8\u30ec\u30fc\u30b8\u30b7\u30b9\u30c6\u30e0\u3092\u7d44\u307f\u8fbc\u3093\u3060\u30c7\u30d0\u30a4\u30b9\u306b\u3001AI \u306b\u7279\u5316\u3057\u305f\u547d\u4ee4\u3092\u8ffd\u52a0\u3059\u308b\u65b0\u3057\u3044\u547d\u4ee4\u30bb\u30c3\u30c8\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc (ISA) \u306b\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e<a href=\"https:\/\/hpcevents.intel.com\/sessions\/SC21-McVeigh-Keynote-Igniting-the-Next-Era-of-Supercomputing-for-All\" target=\"_blank\" rel=\"noopener\">\u5148\u9032\u7684\u306a\u30a4\u30f3\u30c6\u30eb\u30fb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30fb\u30c7\u30d0\u30a4\u30b9\u306e\u591a\u304f\u306f\u3001\u4eca\u5e74\u4e2d\u306b\u304a\u5ba2\u69d8\u306e\u624b\u5143\u306b\u5c4a\u304f\u3053\u3068\u3067\u3057\u3087\u3046\u3002(\u82f1\u8a9e)<\/a><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u8a66\u4f5c\u6a5f\u306f\u7d20\u6674\u3089\u3057\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3057\u3066\u3044\u307e\u3059\u3002\u65e9\u304f\u304a\u5ba2\u69d8\u306e\u304a\u624b\u5143\u306b\u5c4a\u3051\u305f\u3044\u3067\u3059\u306d\u3002\u306a\u305c\u79c1\u305f\u3061\u304c\u3053\u308c\u307b\u3069\u307e\u3067\u306b\u8208\u596e\u3057\u3066\u3044\u308b\u306e\u304b\u3001\u305d\u306e\u7406\u7531\u3092\u77e5\u308b\u306b\u306f\u3001<a href=\"https:\/\/www.intel.com\/content\/www\/us\/en\/newsroom\/opinion\/intel-advances-architecture-data-center-hpc-ai-client-computing.html\" target=\"_blank\" rel=\"noopener\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u30fb\u30c7\u30a4 (\u82f1\u8a9e)\u00a0<\/a>\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\u4f8b\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li><span style=\"font-family: arial, helvetica, sans-serif;\">XPU \u306f\u3001\u9ad8\u5e2f\u57df\u5e45\u306e\u30e1\u30e2\u30ea\u30fc\u3092\u7d44\u307f\u8fbc\u3093\u3060 AI \u5bfe\u5fdc\u306e\u6c4e\u7528\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u300cXPU\u300d\u306e\u300cX\u300d\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u4efb\u610f\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif;\">X<sup>e<\/sup>-HPC \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc (\u958b\u767a\u30b3\u30fc\u30c9\u540d: Ponte Vecchio) \u306f\u3001\u5e83\u5e2f\u57df\u306e\u30e1\u30e2\u30ea\u30fc\u3068\u30a4\u30f3\u30bf\u30fc\u30b3\u30cd\u30af\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u5927\u898f\u6a21\u306a\u4e26\u5217\u51e6\u7406\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3059\u3079\u3066\u3001\u5206\u6563 HPC \u74b0\u5883\u306b\u304a\u3044\u3066\u89e3\u6c7a\u307e\u3067\u306e\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u305f\u3081\u306b\u91cd\u8981\u306a\u3082\u306e\u3067\u3059\u3002<\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif;\">\u6b21\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 (\u958b\u767a\u30b3\u30fc\u30c9\u540d: Sapphire Rapids) \u306f\u3001AMX (Advanced Matrix Extensions) \u304a\u3088\u3073 TMUL (Tile matrix MULtiply) \u306e ISA \u62e1\u5f35\u3092\u542b\u3080 AI \u7528\u306e\u65b0\u3057\u3044\u547d\u4ee4\u3092\u642d\u8f09\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u308c\u3089\u306e\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> \u30d7\u30ed\u30bb\u30c3\u30b5\u30fc\u306e\u4e00\u90e8\u306b\u306f\u3001HBM (High Bandwidth Memory) \u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif;\">\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> Optane&#x2122; \u30d1\u30fc\u30b7\u30b9\u30c6\u30f3\u30c8\u30fb\u30e1\u30e2\u30ea\u30fc\u3068\u5206\u6563\u975e\u540c\u671f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8 (DAOS) \u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u6027\u80fd\u3092\u9769\u65b0\u3057\u307e\u3057\u305f\u3002<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-family: arial, helvetica, sans-serif;\">\u30aa\u30fc\u30d7\u30f3\u6027\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u305d\u3057\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5927\u898f\u6a21\u306b\u5b9f\u884c\u3059\u308b\u80fd\u529b\u3092\u5099\u3048\u305f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u6226\u7565<\/span><\/h3>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u30dd\u30fc\u30bf\u30d6\u30eb\u306a\u30d8\u30c6\u30ed\u30b8\u30cb\u30a2\u30b9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u53ef\u80fd\u306b\u3057\u3001\u307e\u3060\u5b9f\u73fe\u3055\u308c\u3066\u3044\u306a\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u30b2\u30fc\u30c8\u30a6\u30a7\u30a4\u3068\u306a\u308b\u3082\u306e\u3067\u3059\u3002\u9069\u5207\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306f\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u81ea\u7531\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u597d\u307f\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002HPC \u3068 AI \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u5909\u5316\u306e\u901f\u5ea6\u306f\u4eca\u5f8c\u3082\u7d9a\u304f\u3068\u4e88\u60f3\u3055\u308c\u307e\u3059\u3002\u79d1\u5b66\u8005\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u8005\u306f\u3001\u30a8\u30af\u30b5\u30b9\u30b1\u30fc\u30eb\u30fb\u30b9\u30fc\u30d1\u30fc\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6642\u4ee3\u3084\u305d\u306e\u5148\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u9032\u5316\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u3001\u9069\u5207\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><strong>\u9069\u5207\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306f\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u81ea\u7531\u306b\u3001\u597d\u304d\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">oneAPI \u30a4\u30cb\u30b7\u30a2\u30c1\u30d6\u306f\u3001\u79d1\u5b66\u8005\u304c HPC \u3068 AI \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u58ee\u5927\u306a\u65b0\u3057\u3044\u5c55\u671b\u3092\u958b\u304f\u305f\u3081\u306b\u5fc5\u8981\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4fca\u654f\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002oneAPI \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u79fb\u690d\u6027\u306e\u4e21\u65b9\u3092\u63d0\u4f9b\u3057\u3001\u591a\u6570\u306e\u30bf\u30b9\u30af\u306b\u5bfe\u5fdc\u3059\u308b\u6700\u65b0\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/oneapi\/index.html\" target=\"_blank\" rel=\"noopener\">\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> oneAPI \u30b3\u30f3\u30d1\u30a4\u30e9\u30fc\u3068\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc<\/a>\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30ed\u30c3\u30af\u30a4\u30f3\u304b\u3089\u89e3\u653e\u3059\u308b\u305f\u3081\u3001\u79d1\u5b66\u8005\u3084\u7d44\u7e54\u306f\u3001CPU \u30d9\u30fc\u30b9\u3067\u3042\u308c\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u3042\u308c\u3001\u6700\u3082\u9ad8\u901f\u3067\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u9ad8\u3044\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u8fc5\u901f\u306b\u30d4\u30dc\u30c3\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">\u79c1\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001oneAPI \u3068\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u30ed\u30c3\u30af\u30a4\u30f3\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u306b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u3069\u306e\u3088\u3046\u306b\u9867\u5ba2\u306e\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u304b\u3092\u6559\u3048\u3066\u3044\u307e\u3059\u3002\u79c1\u305f\u3061\u306f\u3001\u3059\u3050\u306b\u4f7f\u3048\u308b\u4e26\u5916\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6c42\u3081\u308b\u9867\u5ba2\u306e\u671f\u5f85\u306b\u5fdc\u3048\u3064\u3064\u3001\u6642\u9593\u3092\u304b\u3051\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8abf\u6574\u3057\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306e\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> oneAPI \u30c4\u30fc\u30eb\u3084\u5c02\u9580\u77e5\u8b58\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001<a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/oneapi\/rendering\/index.html\" target=\"_blank\" rel=\"noopener\">\u79d1\u5b66\u8005\u304c\u30d3\u30c3\u30b0\u30fb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30c7\u30fc\u30bf\u3092\u30d5\u30a9\u30c8\u30ea\u30a2\u30ea\u30b9\u30c6\u30a3\u30c3\u30af\u306b\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc<\/a>\u3082\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/oneapi\/index.html\" target=\"_blank\" rel=\"noopener\"><button style=\"width: 344px; height: 80px; background: #e64946; font-size: 20px; border-radius: 5px; border-color: #e64946;\" type=\"button\"> <strong><span style=\"color: white;\">\u30a4\u30f3\u30c6\u30eb\u00ae oneAPI 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