{"id":2530,"date":"2023-08-09T08:00:00","date_gmt":"2023-08-08T23:00:00","guid":{"rendered":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/?p=2530"},"modified":"2023-08-01T05:40:36","modified_gmt":"2023-07-31T20:40:36","slug":"new-open-source-velocity-bench-for-gpu-offload-performance-data","status":"publish","type":"post","link":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2023\/08\/09\/new-open-source-velocity-bench-for-gpu-offload-performance-data\/","title":{"rendered":"GPU \u30aa\u30d5\u30ed\u30fc\u30c9\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30c7\u30fc\u30bf\u7528\u306e\u65b0\u3057\u3044\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e Velocity Bench"},"content":{"rendered":"\n<p class=\"entry-meta\">\u3053\u306e\u8a18\u4e8b\u306f\u3001Intel Community \u306e\u30d6\u30ed\u30b0\u306b\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u300c<a href=\"https:\/\/community.intel.com\/t5\/Blogs\/Tech-Innovation\/Tools\/New-Open-Source-Velocity-Bench-for-GPU-Offload-Performance-Data\/post\/1500848\" target=\"_blank\" rel=\"noopener\" title=\"New Open Source Velocity Bench for GPU Offload Performance Data\">New Open Source Velocity Bench for GPU Offload Performance Data<\/a>\u300d\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\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"999\" height=\"371\" src=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2023\/08\/velocity-bench.png\" alt=\"\" class=\"wp-image-2531\" srcset=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2023\/08\/velocity-bench.png 999w, https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2023\/08\/velocity-bench-300x111.png 300w, https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-content\/uploads\/sites\/5\/2023\/08\/velocity-bench-768x285.png 768w\" sizes=\"auto, (max-width: 999px) 100vw, 999px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8907\u6570\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u308f\u305f\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a73\u7d30\u3092\u63d0\u4f9b\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30b9\u30a4\u30fc\u30c8<\/strong><\/h3>\n\n\n\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u5206\u91ce\u306b\u308f\u305f\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30bb\u30c3\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3001\u65b0\u3057\u3044\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30b9\u30a4\u30fc\u30c8\u3067\u3042\u308b&nbsp;<a href=\"https:\/\/github.com\/oneapi-src\/Velocity-Bench\" target=\"_blank\" rel=\"noreferrer noopener\">Velocity Bench<\/a>&nbsp;(\u82f1\u8a9e) \u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002Velocity Bench \u306f\u3001\u3055\u307e\u3056\u307e\u306a GPU \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u516c\u6b63\u306b\u6bd4\u8f03\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7d99\u7d9a\u7684\u306b\u6539\u5584\u3059\u308b\u305f\u3081\u3001GitHub* \u3067\u7686\u3055\u3093\u306e\u7a4d\u6975\u7684\u306a\u53c2\u52a0\u3092\u304a\u5f85\u3061\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"toc-hId--1312445064\"><strong>\u73fe\u5728\u306e\u8ab2\u984c<\/strong><\/h3>\n\n\n\n<p>\u30c7\u30fc\u30bf\u4e26\u5217\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u3055\u307e\u3056\u307e\u306a\u8a08\u7b97\u30b7\u30ca\u30ea\u30aa\u304c\u5b58\u5728\u3057\u3001\u4ee5\u4e0b\u3092\u4f7f\u7528\u3057\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u3055\u307e\u3056\u307e\u306a\u30d8\u30c6\u30ed\u30b8\u30cb\u30a2\u30b9\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/strong>: CPU\u3001GPU\u3001FPGA\u3001ASIC\u3001\u305d\u306e\u4ed6\u306e\u7279\u6b8a\u306a\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u8907\u6570\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e<\/strong>: \u30aa\u30fc\u30d7\u30f3\u30fb\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u306b\u57fa\u3065\u304f\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u72ec\u81ea\u306e\u30d9\u30f3\u30c0\u30fc\u56fa\u6709\u306e\u8a00\u8a9e\u62e1\u5f35\u3084\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3082\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u3055\u307e\u3056\u307e\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc<\/strong>: \u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3001\u6700\u9069\u5316\u30c4\u30fc\u30eb\u3001\u30a2\u30ca\u30e9\u30a4\u30b6\u30fc\u3001\u30c7\u30d0\u30c3\u30ac\u30fc\u306a\u3069\u3002<\/li>\n\n\n\n<li><strong>\u591a\u304f\u306e\u8a08\u7b97\u30c9\u30e1\u30a4\u30f3<\/strong>: ML\/DL\u3001\u30c7\u30fc\u30bf\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u3001\u30d3\u30c7\u30aa\/\u753b\u50cf\u51e6\u7406\u3001\u30cf\u30a4\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 (HPC)\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u79d1\u5b66\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u3001\u305d\u306e\u4ed6\u306e\u696d\u754c\u306a\u3069\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8a08\u7b97\u30c9\u30e1\u30a4\u30f3\u3054\u3068\u306b\u3001\u4e00\u822c\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30e2\u30c7\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u305f\u3081\u3001\u958b\u767a\u8005\u304c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5bfe\u3059\u308b\u30c7\u30d0\u30a4\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u8a55\u4fa1\u3068\u7279\u5fb4\u4ed8\u3051\u3092\u884c\u3044\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3084\u30c7\u30d7\u30ed\u30a4\u306b\u6700\u9069\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u8a00\u8a9e\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u307b\u3068\u3093\u3069\u306e\u30d9\u30f3\u30c0\u30fc\u306f\u3001\u7570\u306a\u308b\u540d\u524d\u3092\u4f7f\u7528\u3057\u3066\u3001\u7570\u306a\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u60c5\u5831\u3092\u5831\u544a\u3059\u308b\u72ec\u81ea\u306e\u30c4\u30fc\u30eb\u30bb\u30c3\u30c8\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u30c7\u30fc\u30bf\u306f\u3055\u307e\u3056\u307e\u306a\u65b9\u6cd5\u3067\u53ce\u96c6\u304a\u3088\u3073\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u60aa\u3044\u3053\u3068\u306b\u3001\u540d\u524d\u306f\u4f3c\u3066\u3044\u3066\u3082\u89e3\u91c8\u304c\u7570\u306a\u308b\u30e1\u30c8\u30ea\u30c3\u30af\u304c\u5831\u544a\u3055\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"toc-hId-1175067769\"><strong>\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af<\/strong><\/h3>\n\n\n\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u3001\u5b66\u8853\u754c\u3001\u30d9\u30f3\u30c0\u30fc\u56fa\u6709\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u30fc\u3067\u306f\u3001\u591a\u6570\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u901a\u5e38\u3001\u3053\u308c\u3089\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u30011 \u3064\u306e\u7279\u5b9a\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u30fc\u306e\u7d44\u307f\u5408\u308f\u305b\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002\u3053\u306e\u305f\u3081\u3001\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u540c\u4e00\u6761\u4ef6\u3067\u6bd4\u8f03\u3059\u308b\u306e\u306f\u56f0\u96e3\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306b\u9069\u3057\u305f\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30fb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u63a2\u3059\u3068\u3001\u74b0\u5883\u3054\u3068\u306b\u3055\u307e\u3056\u307e\u306a\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u898b\u3064\u304b\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u3001\u7570\u306a\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u6700\u9069\u5316\u30ec\u30d9\u30eb\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30bf\u30a4\u30de\u30fc\u3084\u53cd\u5fa9\u306a\u3069\u306e\u6e2c\u5b9a\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u8907\u6570\u306e GPU \u3068\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u306b\u9069\u7528\u3067\u304d\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30bb\u30c3\u30c8\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u306f\u3001Velocity Bench GitHub* \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u76ee\u7684\u3067\u3082\u3042\u308a\u3001\u4ee5\u4e0b\u3092\u5b9f\u73fe\u3059\u308b\u516c\u6b63\u306a\u6bd4\u8f03\u3092\u53ef\u80fd\u306b\u3059\u308b\u30b9\u30a4\u30fc\u30c8\u3092\u76ee\u6307\u3057\u3066\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a08\u7b97\u30c9\u30e1\u30a4\u30f3\u3001\u74b0\u5883\u3001\u30db\u30b9\u30c8\u3001\u304a\u3088\u3073\u30bf\u30fc\u30b2\u30c3\u30c8\u8a08\u7b97\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u306b\u308f\u305f\u308b\u5ba2\u89b3\u7684\u306a GPU \u30aa\u30d5\u30ed\u30fc\u30c9\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30c7\u30fc\u30bf\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/li>\n\n\n\n<li>HPC\u3001ML\/DL\u3001\u30c7\u30fc\u30bf\u30fb\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306a\u3069\u3001\u8907\u6570\u306e\u30c9\u30e1\u30a4\u30f3\u3092\u30ab\u30d0\u30fc\u3059\u308b\u4ee3\u8868\u7684\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u307e\u305f\u306f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5099\u3048\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u8907\u6570\u306e\u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30e2\u30c7\u30eb (SYCL*\u3001CUDA*\u3001HIP* \u306a\u3069) \u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u306b\u306f\u3001\u30b9\u30a4\u30fc\u30c8\u306f\u3001\u540c\u69d8\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u69cb\u9020\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30bf\u30a4\u30df\u30f3\u30b0\u30e1\u30ab\u30cb\u30ba\u30e0\u3001\u304a\u3088\u3073\u6700\u9069\u5316\u30ec\u30d9\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u307b\u3068\u3093\u3069\u306e\u74b0\u5883\u3067\u5b9f\u884c\u3067\u304d\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"toc-hId--632386694\"><strong>GPU \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8a55\u4fa1\u3092\u7c21\u7d20\u5316\u3059\u308b Velocity Bench<\/strong><\/h3>\n\n\n\n<p>\u65b0\u305f\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e&nbsp;<a href=\"https:\/\/github.com\/oneapi-src\/Velocity-Bench\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Velocity Bench<\/strong><\/a>&nbsp;(\u82f1\u8a9e) \u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u69cb\u6210\u3067\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u79fb\u690d\u6027\u3068\u9069\u7528\u6027\u306e\u554f\u984c\u306e\u89e3\u6c7a\u306b\u5f79\u7acb\u3064\u3001\u6700\u9069\u5316\u3055\u308c\u305f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30b9\u30a4\u30fc\u30c8\u3067\u3059\u3002\u3053\u306e\u30b9\u30a4\u30fc\u30c8\u306b\u306f 15 \u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u306b\u306f SYCL*\u3001HIP\u3001\u304a\u3088\u3073 CUDA* \u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066 \u30a4\u30f3\u30c6\u30eb\u3001AMD\u3001\u304a\u3088\u3073 NVIDIA \u306e GPU \u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001SYCL* \u306e\u30aa\u30fc\u30d7\u30f3\u30fb\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u4eca\u5f8c\u307b\u304b\u306e\u30bf\u30a4\u30d7\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3088\u3046\u306b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30cd\u30a4\u30c6\u30a3\u30d6\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u30de\u30eb\u30c1\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30fc\u30fb\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30e2\u30c7\u30eb (AMD* GPU \u4e0a\u306e SYCL* \u3068 HIP\u3001NVIDIA* GPU \u4e0a\u306e SYCL* \u3068 CUDA* \u306a\u3069) \u3092\u4f7f\u7528\u3057\u3066\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8abf\u67fb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u500b\u3005\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u3059\u3079\u3066\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u540c\u7a0b\u5ea6\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3001\u9032\u884c\u4e2d\u306e Velocity Bench \u958b\u767a\u306e\u91cd\u8981\u306a\u8ab2\u984c\u3067\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u540c\u7b49\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3001\u5165\u529b\u30c7\u30fc\u30bf\u578b\u306e\u4f7f\u7528\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3082\u3061\u308d\u3093\u3001\u3055\u3089\u306a\u308b\u5909\u66f4\u3084\u6700\u9069\u5316\u306e\u6a5f\u4f1a\u306f\u5e38\u306b\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Velocity Bench \u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u306f\u3001\u6642\u9593\u3092\u6e2c\u5b9a\u3059\u308b\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3084\u305d\u306e\u4ed6\u306e\u30e1\u30c8\u30ea\u30c3\u30af\u3092\u6e2c\u5b9a\u3059\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u8a08\u7b97\u6642\u9593\u3068\u5b9f\u884c\u6642\u9593\u306e\u6e2c\u5b9a\u306b\u306f\u3001\u4e00\u8cab\u3057\u305f\u65b9\u6cd5\u8ad6 (\u958b\u59cb\u304b\u3089\u7d42\u4e86\u307e\u3067\u306e\u6642\u9593) \u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5916\u90e8 I\/O \u3068\u30c7\u30fc\u30bf\u691c\u8a3c\u306e\u6642\u9593\u306f\u3001\u4f7f\u7528\u53ef\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30fb\u30c7\u30d0\u30a4\u30b9\u3068\u30c7\u30d0\u30a4\u30b9\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u304b\u3089\u9664\u5916\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Velocity Bench \u3067\u5229\u7528\u53ef\u80fd\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u30ab\u30d0\u30fc\u3057\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u3055\u307e\u3056\u307e\u306a\u6a5f\u80fd\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"toc-hId--1738776579\"><strong>Velocity Bench \u306b\u542b\u307e\u308c\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong><u>\u30ea\u30d0\u30fc\u30b9\u30fb\u30bf\u30a4\u30e0\u30fb\u30de\u30a4\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3 (RTM)<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: HPC\u30022D \u5730\u9707\u6ce2\u4f1d\u64ad\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u3059\u3002RTM \u306f\u3001\u8a18\u9332\u3055\u308c\u305f\u5730\u9707\u6ce2\u5f62\u3092\u4f7f\u7528\u3057\u3066\u5730\u8868 (\u77f3\u6cb9\u3001\u30ac\u30b9\u306a\u3069) \u306e\u53cd\u5c04\u7387\u3092\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u5730\u9707\u753b\u50cf\u5316\u624b\u6cd5\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong><u>\u30cf\u30c3\u30b7\u30e5\u30c6\u30fc\u30d6\u30eb<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u8a08\u7b97\u3001HPC\u3002\u3053\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u3001\u7dda\u5f62\u30d7\u30ed\u30fc\u30d6\u3092\u5229\u7528\u3057\u305f\u65b0\u3057\u304f\u52b9\u7387\u826f\u3044\u30ed\u30c3\u30af\u30d5\u30ea\u30fc\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308b\u30cf\u30c3\u30b7\u30e5\u30c6\u30fc\u30d6\u30eb\u691c\u7d22\u306e\u5b9f\u88c5\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30a2\u30c8\u30df\u30c3\u30af\u64cd\u4f5c\u3092\u4f7f\u7528\u3057\u3066\u3001\u8907\u6570\u306e GPU \u30b9\u30ec\u30c3\u30c9\u4e0a\u306e\u30cf\u30c3\u30b7\u30e5\u30c6\u30fc\u30d6\u30eb\u306b\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3092\u633f\u5165\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>QuickSilver<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3:HPC\u3002QuickSilver \u306f\u3001\u5358\u7d14\u5316\u3055\u308c\u305f\u52d5\u7684\u306a\u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u7c92\u5b50\u8f38\u9001\u554f\u984c\u3092\u89e3\u304f\u3053\u3068\u3067\u3001Mercury \u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u4e3b\u8981\u8981\u7d20\u3092\u8868\u3057\u307e\u3059\u3002\u591a\u7fa4\u65ad\u9762\u7a4d\u3092\u4f7f\u7528\u3059\u308b\u554f\u984c\u306b\u5bfe\u3057\u3066\u3001Mercury \u306e\u30e1\u30e2\u30ea\u30fc\u30fb\u30a2\u30af\u30bb\u30b9\u30fb\u30d1\u30bf\u30fc\u30f3\u3001\u901a\u4fe1\u30d1\u30bf\u30fc\u30f3\u3001\u5206\u5c90\u3084\u767a\u6563\u3092\u518d\u73fe\u3057\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>easyWave<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3:HPC\u3002\u6d25\u6ce2\u306e\u767a\u751f\u3084\u6ce2\u306e\u4f1d\u64ad\u3092\u7814\u7a76\u3059\u308b\u305f\u3081\u306e\u6d25\u6ce2\u6ce2\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u30fc\u30fb\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong><u>LC0<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002Leela Chess Zero (LC0) \u306f\u3001\u5f37\u5316\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u30c1\u30a7\u30b9\u30a8\u30f3\u30b8\u30f3\u3067\u3059\u30022022\u5e7412\u6708\u306e\u6642\u70b9\u3067\u3001LC0 \u306f\u81ea\u8eab\u3092\u76f8\u624b\u306b 15 \u5104\u4ee5\u4e0a\u306e\u30b2\u30fc\u30e0\u3092\u30d7\u30ec\u30a4\u3057\u3066\u304a\u308a\u3001\u6bce\u65e5\u7d04 100 \u4e07\u30b2\u30fc\u30e0\u3092\u30d7\u30ec\u30a4\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u3092\u542b\u3080\u3088\u3046\u306b\u5909\u66f4\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>DL-CIFAR<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002CIFAR-10 \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u300110 \u30af\u30e9\u30b9\u306e 60,000 \u679a\u306e 32&#215;32 \u30ab\u30e9\u30fc\u753b\u50cf (\u9ce5\u3001\u732b\u3001\u98db\u884c\u6a5f\u306a\u3069) \u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u30af\u30e9\u30b9\u3042\u305f\u308a 6,000 \u679a\u306e\u753b\u50cf\u304c\u3042\u308a\u307e\u3059\u3002\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u753b\u50cf\u306f 50,000 \u679a\u3001\u30c6\u30b9\u30c8\u753b\u50cf\u306f 10,000 \u679a\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u5165\u529b\u753b\u50cf\u3092\u53d7\u3051\u53d6\u308a\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u5206\u985e\u3057\u307e\u3059\u3002CIFAR \u306f\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e 1 \u3064\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong><u>DL-MNIST<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002\u3053\u306e\u5b9f\u88c5\u306f\u3001\u6700\u3082\u53e4\u304f\u3001\u6700\u3082\u4e00\u822c\u7684\u306a\u624b\u66f8\u304d\u6570\u5b57\u753b\u50cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e 1 \u3064\u3067\u3042\u308b MNIST \u306b\u57fa\u3065\u3044\u3066\u6570\u5b57\u8a8d\u8b58\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u4f7f\u7528\u3057\u3066\u6570\u5b57\u3092\u8b58\u5225\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>SAM<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: HPC\u3002\u3053\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u3001\u6709\u9650\u5dee\u5206\u6642\u9593\u9818\u57df\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u4f7f\u7528\u3057\u3066\u30012D \u5730\u4e0b\u5730\u76e4\u30e2\u30c7\u30eb\u306e\u8907\u6570\u306e\u97f3\u6e90\u4f4d\u7f6e\u306e\u97f3\u97ff\u6ce2\u4f1d\u64ad\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>CudaSift<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u30d3\u30b8\u30e7\u30f3\u3001\u8a08\u7b97\u3002SIFT (Scale Invariant Feature Transform) \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b9f\u88c5\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u3067\u4eba\u6c17\u306e\u3042\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u3059\u3002\u753b\u50cf\u306e\u5c40\u6240\u7684\u306a\u7279\u5fb4\u3092\u691c\u51fa\u3001\u8a18\u8ff0\u3001\u7167\u5408\u3059\u308b\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>TSNE<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3001\u30af\u30e9\u30a6\u30c9\u3002t-SNE (t \u5206\u5e03\u578b\u78ba\u7387\u7684\u8fd1\u508d\u57cb\u3081\u8fbc\u307f\u6cd5) \u306f\u3001\u4e3b\u306b\u30c7\u30fc\u30bf\u63a2\u7d22\u3068\u30c7\u30fc\u30bf\u6b21\u5143\u524a\u6e1b\u306b\u3088\u308b\u9ad8\u6b21\u5143\u30c7\u30fc\u30bf\u306e\u8996\u899a\u5316\u306b\u4f7f\u7528\u3055\u308c\u308b\u6559\u5e2b\u306a\u3057\u306e\u975e\u7dda\u5f62\u624b\u6cd5\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong><u>BitCracker<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc\u3001\u6697\u53f7\u5316\u3002BitLocker* \u3067\u6697\u53f7\u5316\u3055\u308c\u305f\u30e1\u30e2\u30ea\u30fc\u30e6\u30cb\u30c3\u30c8\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u89e3\u6790\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u3002\u8f9e\u66f8\u653b\u6483\u306b\u3088\u308a\u3001BitCracker \u306f\u6697\u53f7\u5316\u3055\u308c\u305f\u30b9\u30c8\u30ec\u30fc\u30b8\u30c7\u30d0\u30a4\u30b9\u3092\u5fa9\u53f7\u5316\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30d1\u30b9\u30ef\u30fc\u30c9\u307e\u305f\u306f\u56de\u5fa9\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u898b\u3064\u3051\u3088\u3046\u3068\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>ETHMiner<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u6697\u53f7\u5316\u3002\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u30fb\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u3059\u3002ETHMiner \u306f Ethash GPU \u30de\u30a4\u30cb\u30f3\u30b0\u30ef\u30fc\u30ab\u30fc\u3067\u3001\u30a4\u30fc\u30b5\u30ea\u30a2\u30e0\u306e\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3092\u542b\u3080\u3001Ethash Proof of Work\u306b\u4f9d\u5b58\u3059\u308b\u3059\u3079\u3066\u306e\u30b3\u30a4\u30f3\u3092\u30de\u30a4\u30cb\u30f3\u30b0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>SVM<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u53e4\u5178\u7684\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u3002\u30b5\u30dd\u30fc\u30c8\u30fb\u30d9\u30af\u30c8\u30eb\u30fb\u30de\u30b7\u30f3\u306f\u3001\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u53e4\u5178\u7684\u306a\u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u306e 1 \u3064\u3067\u3059\u3002SVM \u306f\u3001\u5206\u985e\u3084\u56de\u5e30\u5206\u6790\u5411\u3051\u306b\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u5099\u3048\u305f\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong><u>Sobel \u30d5\u30a3\u30eb\u30bf\u30fc<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u753b\u50cf\u51e6\u7406\u3001\u8a08\u7b97\u3002Sobel \u30d5\u30a3\u30eb\u30bf\u30fc\u306f\u3001RGB \u304b\u3089\u30b0\u30ec\u30fc\u30b9\u30b1\u30fc\u30eb\u30fb\u30a4\u30e1\u30fc\u30b8\u3078\u306e\u5909\u63db (2D \u304b\u3089 3D \u30a4\u30e1\u30fc\u30b8\u3078\u306e\u5909\u63db) \u6280\u8853\u3068\u3057\u3066\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30ac\u30a6\u30b9\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u9069\u7528\u3057\u3066\u30a8\u30c3\u30b8\u306e\u30a2\u30fc\u30c6\u30a3\u30d5\u30a1\u30af\u30c8\u3092\u4f4e\u6e1b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong><u>HP LINPACK<\/u>:&nbsp;<\/strong>\u30c9\u30e1\u30a4\u30f3: \u8a08\u7b97\u3001\u30b7\u30b9\u30c6\u30e0\u3002\u3053\u308c\u306f\u3001\u7d50\u679c\u304c\u5f15\u7528\u3055\u308c\u3066\u3044\u308b\u5404\u793e\u306b\u3088\u3063\u3066\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u6700\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9ad8\u3044 LINPACK \u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u4e3b\u306b\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30d0\u30a4\u30b9\u306e\u5b9f\u884c\u901f\u5ea6\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002GEMM \u547c\u3073\u51fa\u3057\u3092\u4f7f\u7528\u3057\u3066\u3001\u5bc6\u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u3092\u89e3\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>Velocity Bench \u30b9\u30a4\u30fc\u30c8\u306f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u3042\u308a\u3001\u30a4\u30f3\u30c6\u30eb\u304c\u958b\u767a\u3057\u6700\u9069\u5316\u3057\u305f\u3082\u306e\u3082\u3042\u308c\u3070\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30fb\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u304b\u3089\u306e\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u5f8c\u8005\u306b\u3064\u3044\u3066\u306f\u3001\u30a4\u30f3\u30c6\u30eb\u3067\u307b\u304b\u306e 2 \u3064\u306e\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u540c\u7b49\u306e\u30b3\u30fc\u30c9\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\/\u79fb\u690d\u3057\u3001\u6700\u9069\u5316\u3057\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001CUDA* \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u5834\u5408\u3001\u30a4\u30f3\u30c6\u30eb\u3067 SYCL* \u3068 AMD \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u8a73\u3057\u304f\u306f\u3001Velocity Bench \u30ea\u30dd\u30b8\u30c8\u30ea\u30fc\u306b\u3042\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u8aac\u660e\u3068\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3078\u306e\u30ea\u30f3\u30af\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"toc-hId-47671676\"><strong>\u30de\u30eb\u30c1\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30fb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5bfe\u3059\u308b\u53d6\u308a\u7d44\u307f<\/strong><\/h3>\n\n\n\n<p>Velocity Bench \u306f&nbsp;<a href=\"https:\/\/github.com\/oneapi-src\/Velocity-Bench\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub*<\/a>&nbsp;(\u82f1\u8a9e) \u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6a19\u6e96\u306e GitHub* \u30d7\u30ed\u30bb\u30b9\u3068\u30b3\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u30fb\u30e1\u30f3\u30d0\u30fc\u304b\u3089\u306e\u3055\u3089\u306a\u308b\u6700\u9069\u5316\u3084\u305d\u306e\u4ed6\u306e\u5909\u66f4\u3092\u6b53\u8fce\u3057\u307e\u3059\u3002Velocity Bench \u306e\u76ee\u7684\u306f\u3001\u3055\u3089\u306a\u308b\u6700\u9069\u5316\u3068\u5909\u66f4\u306b\u3088\u308a\u30ea\u30dd\u30b8\u30c8\u30ea\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u66f4\u65b0\u3057\u3001\u65b0\u3057\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u7d44\u307f\u8fbc\u307f\u3001\u4e0d\u8981\u306b\u306a\u3063\u305f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u975e\u63a8\u5968\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong><a href=\"https:\/\/community.intel.com\/t5\/Blogs\/Tech-Innovation\/Tools\/New-Open-Source-Velocity-Bench-for-GPU-Offload-Performance-Data\/post\/GitHub%20-%20oneapi-src\/Velocity-Bench\" target=\"_blank\" rel=\"noreferrer noopener\">Velocity Bench<\/a><\/strong>&nbsp;(\u82f1\u8a9e) \u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u8a2d\u5b9a\u3067\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"toc-hId--1058718209\"><strong>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30fc\u306b\u8ca2\u732e\u3059\u308b<\/strong><\/h3>\n\n\n\n<p>\u3055\u307e\u3056\u307e\u306a\u69cb\u6210\u306b\u95a2\u3059\u308b\u7686\u3055\u3093\u306e\u7d4c\u9a13\u306b\u3064\u3044\u3066\u304a\u805e\u304b\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u3055\u307e\u3056\u307e\u306a GPU \u3067\u30aa\u30d5\u30ed\u30fc\u30c9\u8a08\u7b97\u3092\u5b9f\u884c\u3057\u305f\u7d50\u679c\u306f\u3044\u304b\u304c\u3067\u3057\u305f\u304b?<\/li>\n\n\n\n<li>Velocity Bench \u306b\u8db3\u308a\u306a\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306f\u3042\u308a\u307e\u3059\u304b?<\/li>\n<\/ul>\n\n\n\n<p>\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u30fc\u3078\u306e\u8ca2\u732e\u3001\u6700\u9069\u5316\u306e\u30a2\u30a4\u30c7\u30a2\u3082\u304a\u5f85\u3061\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>GitHub* \u3067\u304a\u4f1a\u3044\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.xlsoft.com\/jp\/products\/intel\/oneapi\/index.html\" target=\"_blank\" class=\"btn btn--orange\" rel=\"noopener\">\u30a4\u30f3\u30c6\u30eb<sup>\u00ae<\/sup> oneAPI \u30c4\u30fc\u30eb\u30ad\u30c3\u30c8<br>\u6709\u511f\u30b5\u30dd\u30fc\u30c8\u88fd\u54c1\u306f\u3053\u3061\u3089<\/a><\/p>\n<style type=\"text\/css\">\n*,\n*:before,\n*:after {\n  -webkit-box-sizing: inherit;\n  box-sizing: inherit;\n}\n.btn,\na.btn,\nbutton.btn {\n  width: 50%;\n  font-size: 18px;\n  font-weight: bold;\n  line-height: 120%;\n  position: relative;\n  display: inline-block;\n  padding: 10px 0px 15px 0px;\n  cursor: pointer;\n  -webkit-user-select: none;\n  -moz-user-select: none;\n  -ms-user-select: none;\n  user-select: none;\n  -webkit-transition: all 0.3s;\n  transition: all 0.3s;\n  text-align: center;\n  vertical-align: middle;\n  text-decoration: none;\n  letter-spacing: 0.1em;\n  color: #212529;\n  border-radius: 0.5rem;\n}\n.btn--orange,\na.btn--orange {\n  color: #fff;\n  background-color: #e64946;\n}\n.btn--orange:hover,\na.btn--orange:hover {\n  color: #fff;\n  background: #2a2a2a;\n  text-decoration: none;\n}\n@media screen and (max-width:673px) {\n.btn,\na.btn,\nbutton.btn {\n  width: 100%;\n}\n<\/style>\n\n\n\n<p><strong>\u6cd5\u52d9\u4e0a\u306e\u6ce8\u610f\u66f8\u304d<\/strong><\/p>\n\n\n\n<p>\u6027\u80fd\u306f\u3001\u4f7f\u7528\u72b6\u6cc1\u3001\u69cb\u6210\u3001\u305d\u306e\u4ed6\u306e\u8981\u56e0\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"http:\/\/www.intel.com\/PerformanceIndex\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.intel.com\/PerformanceIndex\/<\/a>&nbsp;(\u82f1\u8a9e) \u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7d50\u679c\u306f\u7570\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6027\u80fd\u306e\u6e2c\u5b9a\u7d50\u679c\u306f\u30b7\u30b9\u30c6\u30e0\u69cb\u6210\u306e\u65e5\u4ed8\u6642\u70b9\u306e\u30c6\u30b9\u30c8\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u73fe\u5728\u516c\u958b\u4e2d\u306e\u3059\u3079\u3066\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc\u30fb\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u9069\u7528\u3055\u308c\u3066\u3044\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u7d76\u5bfe\u7684\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fc\u3092\u63d0\u4f9b\u3067\u304d\u308b\u88fd\u54c1\u307e\u305f\u306f\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306e\u8cbb\u7528\u3068\u7d50\u679c\u306f\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a4\u30f3\u30c6\u30eb\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001\u5bfe\u5fdc\u3057\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3001\u307e\u305f\u306f\u30b5\u30fc\u30d3\u30b9\u306e\u6709\u52b9\u5316\u304c\u5fc5\u8981\u3068\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a4\u30f3\u30c6\u30eb\u306f\u3001\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fc\u306e\u30c7\u30fc\u30bf\u306b\u3064\u3044\u3066\u7ba1\u7406\u3084\u76e3\u67fb\u3092\u884c\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u307b\u304b\u306e\u60c5\u5831\u3082\u53c2\u8003\u306b\u3057\u3066\u3001\u6b63\u78ba\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"has-small-font-size\">\u00a9 Intel Corporation. Intel\u3001\u30a4\u30f3\u30c6\u30eb\u3001Intel \u30ed\u30b4\u3001\u305d\u306e\u4ed6\u306e\u30a4\u30f3\u30c6\u30eb\u306e\u540d\u79f0\u3084\u30ed\u30b4\u306f\u3001Intel Corporation \u307e\u305f\u306f\u305d\u306e\u5b50\u4f1a\u793e\u306e\u5546\u6a19\u3067\u3059\u3002<br>* \u305d\u306e\u4ed6\u306e\u793e\u540d\u3001\u88fd\u54c1\u540d\u306a\u3069\u306f\u3001\u4e00\u822c\u306b\u5404\u793e\u306e\u8868\u793a\u3001\u5546\u6a19\u307e\u305f\u306f\u767b\u9332\u5546\u6a19\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"mh-excerpt\"><p>\u3053\u306e\u8a18\u4e8b\u306f\u3001Intel Community \u306e\u30d6\u30ed <a class=\"mh-excerpt-more\" href=\"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/2023\/08\/09\/new-open-source-velocity-bench-for-gpu-offload-performance-data\/\" title=\"GPU \u30aa\u30d5\u30ed\u30fc\u30c9\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30c7\u30fc\u30bf\u7528\u306e\u65b0\u3057\u3044\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e Velocity Bench\">[&#8230;]<\/a><\/p>\n<\/div>","protected":false},"author":1,"featured_media":2537,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[16,14,106,107],"class_list":["post-2530","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-tips","tag-gpu","tag-oneapi","tag-velocity-bench","tag-107"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/posts\/2530","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/comments?post=2530"}],"version-history":[{"count":3,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/posts\/2530\/revisions"}],"predecessor-version":[{"id":2547,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/posts\/2530\/revisions\/2547"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/media\/2537"}],"wp:attachment":[{"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/media?parent=2530"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/categories?post=2530"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xlsoft.com\/jp\/blog\/intel\/wp-json\/wp\/v2\/tags?post=2530"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}