{"id":2032,"date":"2023-04-28T11:41:09","date_gmt":"2023-04-28T02:41:09","guid":{"rendered":"https:\/\/edu.ujhb.org\/?p=2032"},"modified":"2023-04-28T11:41:09","modified_gmt":"2023-04-28T02:41:09","slug":"gpu%e5%85%a5%e9%96%80%ef%bc%88%e6%97%a5%e6%9c%ac%e8%aa%9e%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/edu.ujhb.org\/?p=2032","title":{"rendered":"GPU\u5165\u9580\uff08\u65e5\u672c\u8a9e\u7248\uff09"},"content":{"rendered":"\n<p>\u30c4\u306b\u5408\u308f\u305b\u3066\u30a2\u30ec\u30f3\u30b8\u3057\u3066\u3082\u3089\u3048\u307e\u3059\u304b\u3002GPU \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002\u3053\u308c\u304b\u3089\u8aac\u660e\u3059\u308b\u5185\u5bb9\u306e\u6982\u8981\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3082\u3061\u308d\u3093\uff01\u3054\u8981\u671b\u306b\u5fdc\u3058\u3066\u3001GPU \u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u30c6\u30ad\u30b9\u30c8 \u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002\u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>GPU \u306e\u6982\u8981 1.1. GPU \u306e\u5b9a\u7fa9\u3068\u6a5f\u80fd 1.2. GPU \u3068 CPU \u306e\u9055\u3044 1.3. GPU \u306e\u958b\u767a\u5c65\u6b74<\/li>\n\n\n\n<li>GPU \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 2.1. \u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5 (SP) 2.2. \u30c6\u30af\u30b9\u30c1\u30e3 \u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8 (TMU) 2.3. \u30e9\u30b9\u30bf\u30fc \u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3 \u30d7\u30ed\u30bb\u30c3\u30b5 (ROP) 2.4. \u30d3\u30c7\u30aa \u30e1\u30e2\u30ea (VRAM)<\/li>\n\n\n\n<li>\u4e00\u822c\u7684\u306a GPU \u30d6\u30e9\u30f3\u30c9\u3068\u30e2\u30c7\u30eb 3.1.NVIDIA 3.2.AMD 3.3.Intel<\/li>\n\n\n\n<li>GPU \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u91ce 4.1. \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3068\u30b2\u30fc\u30e0 4.2. \u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306a\u30c7\u30b6\u30a4\u30f3\u3068\u30e2\u30c7\u30ea\u30f3\u30b0 4.3. \u6a5f\u68b0\u5b66\u7fd2\u3068\u4eba\u5de5\u77e5\u80fd 4.4. \u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3068\u6697\u53f7\u901a\u8ca8\u30de\u30a4\u30cb\u30f3\u30b0<\/li>\n\n\n\n<li>GPU \u9078\u629e\u30ac\u30a4\u30c9 5.1. \u30cb\u30fc\u30ba\u3068\u4e88\u7b97\u306e\u8a55\u4fa1 5.2. \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30d1\u30e9\u30e1\u30fc\u30bf 5.3. \u71b1\u653e\u6563\u3068\u6d88\u8cbb\u96fb\u529b 5.4. \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3068\u4e92\u63db\u6027<\/li>\n\n\n\n<li>GPU \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u30c9\u30e9\u30a4\u30d0\u30fc 6.1. \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806 6.2. \u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u66f4\u65b0 6.3. \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8\u3068\u6700\u9069\u5316<\/li>\n\n\n\n<li>GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 7.1. \u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0 7.2. \u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 7.3. \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u3068\u89e3\u6c7a\u7b56<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u306e\u6982\u8981\u306b\u5f93\u3063\u3066\u3001\u7ae0\u3054\u3068\u306b\u8a73\u7d30\u306a\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u8aac\u660e\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5404\u7ae0\u306e\u8a73\u7d30\u3092\u6e96\u5099\u3059\u308b\u306e\u3092\u624b\u4f1d\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u304a\u6c17\u8efd\u306b\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU\u306e\u5b9a\u7fa9\u3068\u6a5f\u80fd\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u3053\u306e\u4f1a\u8a71\u3067\u4f7f\u7528\u3055\u308c\u305f\u4ee5\u524d\u306e\u30e2\u30c7\u30eb\u306f\u4f7f\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u6700\u65b0\u306e\u30c7\u30d5\u30a9\u30eb\u30c8 \u30e2\u30c7\u30eb\u306b\u5207\u308a\u66ff\u3048\u307e\u3057\u305f<\/p>\n\n\n\n<p>GPU \u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\u306e\u7565\u3067\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u51e6\u7406\u306b\u7279\u5316\u3057\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u4e00\u7a2e\u3067\u3059\u3002GPU \u306f\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u308b\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3042\u308a\u3001\u753b\u50cf\u3068\u30d3\u30c7\u30aa\u306e\u51e6\u7406\u3092 CPU \u3088\u308a\u3082\u306f\u308b\u304b\u306b\u9ad8\u901f\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPU \u306e\u4e3b\u306a\u6a5f\u80fd\u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u753b\u50cf\u51e6\u7406\u3092\u9ad8\u901f\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u5f93\u6765\u306e CPU \u304c\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u753b\u50cf\u3092\u51e6\u7406\u3059\u308b\u5834\u5408\u3001\u5404\u30d4\u30af\u30bb\u30eb\u3092 1 \u3064\u305a\u3064\u8a08\u7b97\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u3053\u308c\u306f\u9010\u6b21\u8a08\u7b97\u65b9\u5f0f\u3067\u3059\u3002GPU\u306f\u3001\u8907\u6570\u306e\u30d4\u30af\u30bb\u30eb\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u308b\u4e26\u5217\u51e6\u7406\u65b9\u5f0f\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u753b\u50cf\u51e6\u7406\u306e\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u753b\u50cf\u51e6\u7406\u306b\u52a0\u3048\u3066\u3001GPU \u306f\u3001\u79d1\u5b66\u8a08\u7b97\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u30c7\u30fc\u30bf \u30de\u30a4\u30cb\u30f3\u30b0\u306a\u3069\u3001\u4ed6\u306e\u7a2e\u985e\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u306b\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u306b\u306f\u3001GPU \u304c\u63d0\u4f9b\u3059\u308b\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u51e6\u7406\u6a5f\u80fd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001GPU \u306f\u9ad8\u5ea6\u306a\u4e26\u5217\u8a08\u7b97\u30bf\u30b9\u30af\u5c02\u7528\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3042\u308a\u3001\u4e3b\u306b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u51e6\u7406\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u7a2e\u985e\u306e\u4e26\u5217\u8a08\u7b97\u30bf\u30b9\u30af\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU\u3068CPU\u306e\u9055\u3044\u3092\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u3068 CPU \u306f 2 \u3064\u306e\u7570\u306a\u308b\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3042\u308a\u3001\u8a2d\u8a08\u3001\u69cb\u9020\u3001\u304a\u3088\u3073\u6a5f\u80fd\u304c\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002GPU \u3068 CPU \u306e\u4e3b\u306a\u9055\u3044\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8a2d\u8a08\u306e\u72d9\u3044<\/li>\n<\/ol>\n\n\n\n<p>GPU \u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u51e6\u7406\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u9ad8\u901f\u5316\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002GPU \u306f\u8907\u6570\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u3001\u975e\u5e38\u306b\u9ad8\u3044\u4e26\u5217\u8a08\u7b97\u80fd\u529b\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001CPU \u306f\u3001\u5b9f\u884c\u4e2d\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30d5\u30a1\u30a4\u30eb\u7ba1\u7406\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u6c4e\u7528\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>\u30d7\u30ed\u30bb\u30c3\u30b5 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n<\/ol>\n\n\n\n<p>GPU\u3068CPU\u306e\u30d7\u30ed\u30bb\u30c3\u30b5\u69cb\u9020\u3082\u7570\u306a\u308a\u307e\u3059\u3002\u901a\u5e38\u3001CPU \u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u547d\u4ee4\u3092\u5b9f\u884c\u3067\u304d\u308b\u6c4e\u7528\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3059\u304c\u3001\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u5185\u306b\u306f\u5c11\u6570\u306e\u8a08\u7b97\u30e6\u30cb\u30c3\u30c8\u3057\u304b\u3042\u308a\u307e\u305b\u3093\u3002GPU \u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u306f\u3001\u591a\u6570\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u308b\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li>\u8a08\u7b97\u80fd\u529b<\/li>\n<\/ol>\n\n\n\n<p>GPU \u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u306f\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\u3067\u3042\u308b\u305f\u3081\u3001CPU \u3088\u308a\u3082\u591a\u304f\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u64cd\u4f5c\u3092\u540c\u6642\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002GPU \u306f\u3001\u753b\u50cf\u3001\u753b\u50cf\u3001\u30d3\u30c7\u30aa\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u3001CPU \u3088\u308a\u3082\u9ad8\u3044\u8a08\u7b97\u80fd\u529b\u3068\u51e6\u7406\u901f\u5ea6\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"4\">\n<li>\u30e1\u30e2\u30ea \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/li>\n<\/ol>\n\n\n\n<p>GPU \u3068 CPU \u306e\u30e1\u30e2\u30ea \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3082\u7570\u306a\u308a\u307e\u3059\u3002CPU \u306f\u901a\u5e38\u3001\u3088\u308a\u5927\u304d\u306a\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u304c\u3001\u30e1\u30e2\u30ea\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u969b\u306b\u3088\u308a\u591a\u304f\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3092\u5fc5\u8981\u3068\u3057\u307e\u3059\u3002GPU \u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u3059\u3070\u3084\u304f\u30a2\u30af\u30bb\u30b9\u3057\u3066\u51e6\u7406\u3067\u304d\u308b\u975e\u5e38\u306b\u9ad8\u901f\u306a\u30ed\u30fc\u30ab\u30eb \u30e1\u30e2\u30ea\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001GPU \u3068 CPU \u306b\u306f\u3001\u8a2d\u8a08\u76ee\u7684\u3001\u30d7\u30ed\u30bb\u30c3\u30b5\u69cb\u9020\u3001\u8a08\u7b97\u80fd\u529b\u3001\u304a\u3088\u3073\u30e1\u30e2\u30ea \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u70b9\u3067\u5927\u304d\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002GPU \u306f\u4e3b\u306b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u51e6\u7406\u3001\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306a\u4e26\u5217\u8a08\u7b97\u30bf\u30b9\u30af\u3092\u9ad8\u901f\u5316\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u3001CPU \u306f\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u4e00\u822c\u7684\u306a\u8a08\u7b97\u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU\u306e\u958b\u767a\u7d4c\u7def\u3092\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u306e\u958b\u767a\u306e\u6b74\u53f2\u306f 1990 \u5e74\u4ee3\u306b\u307e\u3067\u3055\u304b\u306e\u307c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u306e\u5f53\u6642\u3001GPU \u306f\u307e\u3060\u6bd4\u8f03\u7684\u5358\u7d14\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf \u30ab\u30fc\u30c9\u3067\u3042\u308a\u3001\u4e3b\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u51e6\u7406\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u4ee5\u4e0b\u306f\u3001GPU \u958b\u767a\u306e\u6b74\u53f2\u306b\u304a\u3051\u308b\u4e3b\u8981\u306a\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>1999: 3D \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u5c02\u7528\u306e\u521d\u306e GPU<\/li>\n<\/ol>\n\n\n\n<p>1999 \u5e74\u30013dfx \u306f 3D \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u5c02\u7528\u306e\u6700\u521d\u306e GPU\u3001Voodoo3 \u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002GPU \u306b\u306f\u300116MB \u306e\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u300132 \u30d3\u30c3\u30c8\u306e\u8272\u6df1\u5ea6\u3001800 \u4e07\u30dd\u30ea\u30b4\u30f3\/\u79d2\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e GPU \u306f PC \u30b2\u30fc\u30e0\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30b2\u30fc\u30e0\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u52b9\u679c\u3068\u30d5\u30ec\u30fc\u30e0 \u30ec\u30fc\u30c8\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"2\">\n<li>2000: NVIDIA \u304c\u6700\u521d\u306e GeForce GPU \u3092\u30ea\u30ea\u30fc\u30b9<\/li>\n<\/ol>\n\n\n\n<p>2000 \u5e74\u3001NVIDIA \u306f\u3001\u65b0\u3057\u3044 GPU \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u7b2c 1 \u4e16\u4ee3\u306e\u30e1\u30e2\u30ea \u30c6\u30af\u30ce\u30ed\u30b8\u3092\u4f7f\u7528\u3057\u305f\u6700\u521d\u306e GeForce GPU \u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002128 \u30d3\u30c3\u30c8\u306e\u8272\u6df1\u5ea6\u3001500 MHz \u306e\u30e1\u30a4\u30f3\u5468\u6ce2\u6570\u30011 GB\/\u79d2\u306e\u5e2f\u57df\u5e45\u300144,000 \u30dd\u30ea\u30b4\u30f3\/\u79d2\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u6a5f\u80fd\u3092\u5099\u3048\u305f\u3053\u306e GPU \u306f\u3001\u5f53\u6642\u6700\u3082\u5148\u9032\u7684\u306a GPU \u306e 1 \u3064\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"3\">\n<li>2006: NVIDIA \u304c CUDA \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u30ea\u30ea\u30fc\u30b9<\/li>\n<\/ol>\n\n\n\n<p>2006 \u5e74\u3001NVIDIA \u306f\u3001GPU \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30c6\u30c3\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u7528\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30ad\u30c3\u30c8\u3067\u3042\u308b CUDA \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002CUDA \u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u3088\u308a\u3001GPU \u306f\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u4e26\u5217\u8a08\u7b97\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001GPU \u306e\u9069\u7528\u5206\u91ce\u304c\u3055\u3089\u306b\u62e1\u5927\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"4\">\n<li>2007: AMD \u304c ATI \u3092\u8cb7\u53ce<\/li>\n<\/ol>\n\n\n\n<p>2007 \u5e74\u3001AMD \u306f GPU \u3092\u5c02\u9580\u3068\u3059\u308b\u4f1a\u793e\u3067\u3042\u308b ATI \u3092\u8cb7\u53ce\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u8cb7\u53ce\u306b\u3088\u308a\u3001AMD \u306f GPU \u5206\u91ce\u3067\u3088\u308a\u5f37\u529b\u306a\u7af6\u4e89\u529b\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u3001GPU \u306e\u3055\u3089\u306a\u308b\u958b\u767a\u3082\u4fc3\u9032\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"5\">\n<li>2012: NVIDIA \u304c Kepler \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u30ea\u30ea\u30fc\u30b9<\/li>\n<\/ol>\n\n\n\n<p>2012 \u5e74\u3001NVIDIA \u306f\u3001NVIDIA \u306e\u6b74\u53f2\u306e\u4e2d\u3067\u6700\u3082\u5f37\u529b\u3067\u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u306e\u9ad8\u3044\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e 1 \u3064\u3067\u3042\u308b Kepler \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 GPU \u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001GPU \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3084\u30af\u30e9\u30a6\u30c9 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306a\u3069\u306e\u65b0\u3057\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u306a\u304c\u3089\u3001\u3088\u308a\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u4f4e\u6d88\u8cbb\u96fb\u529b\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"6\">\n<li>2018: NVIDIA \u304c Turing \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u30ea\u30ea\u30fc\u30b9<\/li>\n<\/ol>\n\n\n\n<p>2018 \u5e74\u3001NVIDIA \u306f Turing \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e GPU \u3092\u30ea\u30ea\u30fc\u30b9\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001NVIDIA \u306e\u6b74\u53f2\u306e\u4e2d\u3067\u6700\u521d\u306e AI \u3068\u30c7\u30a3\u30fc\u30d7 \u30e9\u30fc\u30cb\u30f3\u30b0\u5c02\u7528\u306e GPU \u3067\u3059\u3002\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u3088\u308a\u9ad8\u3044\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3001\u3088\u308a\u9ad8\u3044\u6d6e\u52d5\u5c0f\u6570\u70b9\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u304a\u3088\u3073\u3088\u308a\u9ad8\u901f\u306a\u30e1\u30e2\u30ea\u5e2f\u57df\u5e45\u3092\u63d0\u4f9b\u3057\u3001AI \u3068\u30c7\u30a3\u30fc\u30d7 \u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u52b9\u7387\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001GPU \u306e\u958b\u767a\u306e\u6b74\u53f2\u306f\u3001\u5358\u7d14\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf \u30ab\u30fc\u30c9\u304b\u3089\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u4e26\u5217\u8a08\u7b97\u304c\u53ef\u80fd\u306a\u9ad8\u6027\u80fd\u30d7\u30ed\u30bb\u30c3\u30b5\u3078\u306e\u79fb\u884c\u3092\u7d4c\u9a13\u3057\u3066\u304d\u307e\u3057\u305f\u3002GPU \u6027\u80fd\u306e\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u9069\u7528\u5206\u91ce\u306e\u7d99\u7d9a\u7684\u306a\u62e1\u5927\u306b\u3088\u308a\u3001<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 \u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5 (SP) \u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5 (\u7565\u3057\u3066 SP) \u306f\u3001GPU \u306e\u30b3\u30a2 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\u3067\u3042\u308a\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u308b\u9ad8\u5ea6\u306a\u4e26\u5217\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3059\u3002\u5404\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u6d6e\u52d5\u5c0f\u6570\u70b9\u304a\u3088\u3073\u6574\u6570\u306e\u7b97\u8853\u6f14\u7b97\u3092\u5b9f\u884c\u3059\u308b\u8907\u6570\u306e\u5c0f\u578b\u51e6\u7406\u88c5\u7f6e (ALU) \u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5\u306f\u901a\u5e38\u3001GPU \u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u3092\u591a\u6570\u306e\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5 \u30e6\u30cb\u30c3\u30c8\u306e\u5f62\u3067\u5f62\u6210\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5 \u30e6\u30cb\u30c3\u30c8\u306f\u901a\u5e38\u3001\u8907\u6570\u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30ef\u30fc\u30d7\u306e\u5f62\u3067\u52d5\u4f5c\u3057\u3001\u305d\u308c\u305e\u308c\u304c\u8907\u6570\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u4e26\u5217\u51e6\u7406\u65b9\u6cd5\u306b\u3088\u308a\u3001GPU \u306e\u8a08\u7b97\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u3001GPU \u306e\u8a08\u7b97\u80fd\u529b\u3092\u3088\u308a\u6709\u52b9\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>SP \u306b\u306f\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u6df1\u5ea6\u30c6\u30b9\u30c8\u3001\u30b9\u30c6\u30f3\u30b7\u30eb \u30c6\u30b9\u30c8\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306b\u3088\u308a\u3001GPU \u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u30d3\u30c7\u30aa\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u3088\u308a\u9069\u5207\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPU \u30c6\u30af\u30ce\u30ed\u30b8\u306e\u7d99\u7d9a\u7684\u306a\u958b\u767a\u306b\u4f34\u3044\u3001\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u6570\u3082\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306e GPU \u306f\u6570\u5343\u306e\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5 \u30e6\u30cb\u30c3\u30c8\u3092\u642d\u8f09\u3067\u304d\u3001\u540c\u3058\u6642\u9593\u3067 CPU \u3088\u308a\u3082\u591a\u304f\u306e\u8a08\u7b97\u64cd\u4f5c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001GPU \u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3001\u753b\u50cf\u3001\u30d3\u30c7\u30aa\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u3001CPU \u3088\u308a\u3082\u9ad8\u3044\u8a08\u7b97\u80fd\u529b\u3068\u51e6\u7406\u901f\u5ea6\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5\u306f GPU \u306e\u30b3\u30a2 \u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8\u3067\u3042\u308a\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u540c\u6642\u306b\u51e6\u7406\u3067\u304d\u308b\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30c3\u30b5\u3067\u3059\u3002\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u6d6e\u52d5\u5c0f\u6570\u70b9\u304a\u3088\u3073\u6574\u6570\u7b97\u8853\u6f14\u7b97\u3092\u5b9f\u884c\u3067\u304d\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3084\u6df1\u5ea6\u30c6\u30b9\u30c8\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002GPU \u30c6\u30af\u30ce\u30ed\u30b8\u306e\u7d99\u7d9a\u7684\u306a\u958b\u767a\u306b\u4f34\u3044\u3001\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u6570\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001GPU \u306e\u9069\u7528\u5206\u91ce\u304c\u3055\u3089\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 \u30c6\u30af\u30b9\u30c1\u30e3 \u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0 \u30e6\u30cb\u30c3\u30c8 (TMU) \u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30c6\u30af\u30b9\u30c1\u30e3\u51e6\u7406\u30e6\u30cb\u30c3\u30c8 (Texture Mapping Unit\u3001\u7565\u3057\u3066 TMU) \u306f GPU \u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e 1 \u3064\u3067\u3001\u4e3b\u306b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u306e\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u306f\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d7 (\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d7) \u3092\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u8868\u9762\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u3067\u3042\u308a\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u8868\u9762\u3092\u3088\u308a\u30ea\u30a2\u30eb\u3067\u9bae\u3084\u304b\u306b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>TMU \u306f\u901a\u5e38\u3001\u30b9\u30c8\u30ea\u30fc\u30e0 \u30d7\u30ed\u30bb\u30c3\u30b5 (SP) \u3068\u5171\u306b GPU \u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u3092\u5f62\u6210\u3057\u307e\u3059\u3002\u5404 TMU \u306b\u306f\u72ec\u81ea\u306e\u30c6\u30af\u30b9\u30c1\u30e3 \u30ad\u30e3\u30c3\u30b7\u30e5 (\u30c6\u30af\u30b9\u30c1\u30e3 \u30ad\u30e3\u30c3\u30b7\u30e5) \u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d7\u3092\u30ad\u30e3\u30c3\u30b7\u30e5\u3067\u304d\u307e\u3059\u3002GPU \u304c\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u3092\u51e6\u7406\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3001TMU \u306f\u30c6\u30af\u30b9\u30c1\u30e3 \u30ad\u30e3\u30c3\u30b7\u30e5\u304b\u3089\u30c6\u30af\u30b9\u30c1\u30e3 \u30c7\u30fc\u30bf\u3092\u3059\u3070\u3084\u304f\u8aad\u307f\u53d6\u308a\u3001\u305d\u308c\u3092\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30b5\u30fc\u30d5\u30a7\u30b9\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>TMU \u306b\u306f\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u7570\u65b9\u6027\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001MIP \u30de\u30c3\u30d4\u30f3\u30b0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u95a2\u6570\u306f\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u306e\u54c1\u8cea\u3068\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001GPU \u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u753b\u50cf\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u3088\u308a\u9069\u5207\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPU \u30c6\u30af\u30ce\u30ed\u30b8\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001TMU \u306e\u6570\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u9032\u5316\u3057\u307e\u3059\u3002\u6700\u65b0\u306e GPU \u306f\u3001\u540c\u3058\u6642\u9593\u5185\u306b\u8907\u6570\u306e\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d7\u3092\u51e6\u7406\u3067\u304d\u308b\u8907\u6570\u306e TMU \u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001GPU \u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3001\u753b\u50cf\u3001\u30d3\u30c7\u30aa\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u3001CPU \u3088\u308a\u3082\u9ad8\u3044\u8a08\u7b97\u80fd\u529b\u3068\u51e6\u7406\u901f\u5ea6\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u30c6\u30af\u30b9\u30c1\u30e3\u51e6\u7406\u30e6\u30cb\u30c3\u30c8\u306f GPU \u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e 1 \u3064\u3067\u3042\u308a\u3001\u4e3b\u306b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u306e\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30c6\u30af\u30b9\u30c1\u30e3 \u30ad\u30e3\u30c3\u30b7\u30e5\u304b\u3089\u30c6\u30af\u30b9\u30c1\u30e3 \u30c7\u30fc\u30bf\u3092\u3059\u3070\u3084\u304f\u8aad\u307f\u53d6\u308a\u3001\u305d\u308c\u3092\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u30b5\u30fc\u30d5\u30a7\u30b9\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002TMU \u306b\u306f\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3084 MIP \u30de\u30c3\u30d4\u30f3\u30b0\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3082\u3042\u308a\u3001\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u306e\u54c1\u8cea\u3068\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GPU \u30c6\u30af\u30ce\u30ed\u30b8\u306e\u7d99\u7d9a\u7684\u306a\u958b\u767a\u306b\u4f34\u3044\u3001TMU \u306e\u6570\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001GPU \u306e\u9069\u7528\u5206\u91ce\u304c\u3055\u3089\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>Raster Operations Processor (ROP) \u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>Raster Operations Processor (ROP) \u306f GPU \u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e 1 \u3064\u3067\u3001\u4e3b\u306b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u306e\u30e9\u30b9\u30bf\u30e9\u30a4\u30ba\u64cd\u4f5c\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30e9\u30b9\u30bf\u30e9\u30a4\u30ba\u64cd\u4f5c\u306f\u30013D \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u8868\u9762\u3092 2D \u30a4\u30e1\u30fc\u30b8\u306b\u5909\u63db\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308a\u3001GPU \u304c\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u30a4\u30e1\u30fc\u30b8\u3092\u51e6\u7406\u3059\u308b\u969b\u306e\u91cd\u8981\u306a\u30ea\u30f3\u30af\u306e 1 \u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u901a\u5e38\u3001ROP \u306f TMU \u304a\u3088\u3073 SP \u3068\u3068\u3082\u306b GPU \u306e\u30d7\u30ed\u30bb\u30c3\u30b5 \u30b3\u30a2\u3092\u5f62\u6210\u3057\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0 \u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u6700\u7d42\u6bb5\u968e\u306b\u4f4d\u7f6e\u3057\u3001\u4e3b\u306b\u30c6\u30af\u30b9\u30c1\u30e3 \u30de\u30c3\u30d4\u30f3\u30b0\u3068\u30b7\u30a7\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u3088\u3063\u3066\u51e6\u7406\u3055\u308c\u305f\u30d4\u30af\u30bb\u30eb\u60c5\u5831\u3092\u30d5\u30ec\u30fc\u30e0 \u30d0\u30c3\u30d5\u30a1\u30fc (\u30d5\u30ec\u30fc\u30e0 \u30d0\u30c3\u30d5\u30a1\u30fc) \u306b\u51fa\u529b\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002ROP \u306f\u3001\u30d6\u30ec\u30f3\u30c9\u3001\u30de\u30b9\u30ad\u30f3\u30b0\u3001\u6df1\u5ea6\u30c6\u30b9\u30c8\u3001\u30b9\u30c6\u30f3\u30b7\u30eb \u30c6\u30b9\u30c8\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30e9\u30b9\u30bf\u30e9\u30a4\u30ba\u64cd\u4f5c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d6\u30ec\u30f3\u30c7\u30a3\u30f3\u30b0\u306f\u3001\u8907\u6570\u306e\u753b\u50cf\u30ec\u30a4\u30e4\u30fc\u3092 1 \u3064\u306e\u753b\u50cf\u306b\u7d50\u5408\u3059\u308b\u64cd\u4f5c\u3067\u3059\u3002\u30d6\u30ec\u30f3\u30c9\u64cd\u4f5c\u3067\u306f\u3001ROP \u306f\u3001\u5404\u30d4\u30af\u30bb\u30eb\u306e\u900f\u660e\u5ea6\u3001\u8272\u3001\u660e\u308b\u3055\u306a\u3069\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3001\u304a\u3088\u3073\u7570\u306a\u308b\u753b\u50cf\u30ec\u30a4\u30e4\u30fc\u9593\u306e\u30d6\u30ec\u30f3\u30c9\u65b9\u6cd5\u3068\u9806\u5e8f\u3092\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30de\u30b9\u30ad\u30f3\u30b0\u306f\u3001\u7279\u5b9a\u306e\u30d4\u30af\u30bb\u30eb\u3092\u30de\u30b9\u30af\u3059\u308b\u64cd\u4f5c\u3067\u3059\u3002\u30de\u30b9\u30af\u64cd\u4f5c\u3067\u306f\u3001ROP \u306f\u7279\u5b9a\u306e\u30de\u30b9\u30af \u30e2\u30fc\u30c9\u306b\u5f93\u3063\u3066\u3001\u30de\u30b9\u30af\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30d4\u30af\u30bb\u30eb\u3068\u4fdd\u6301\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u30d4\u30af\u30bb\u30eb\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6df1\u5ea6\u30c6\u30b9\u30c8\u3068\u30b9\u30c6\u30f3\u30b7\u30eb \u30c6\u30b9\u30c8\u306f\u3001\u30b0\u30e9\u30d5\u306e\u30aa\u30af\u30eb\u30fc\u30b8\u30e7\u30f3\u95a2\u4fc2\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u64cd\u4f5c\u3067\u3059\u3002\u6df1\u5ea6\u30c6\u30b9\u30c8\u3067\u306f\u3001ROP \u306f\u3001\u30d4\u30af\u30bb\u30eb\u306e\u6df1\u5ea6\u5024\u306b\u5f93\u3063\u3066\u3001\u3069\u306e\u30d4\u30af\u30bb\u30eb\u3092\u30ab\u30d0\u30fc\u3057\u3001\u3069\u306e\u30d4\u30af\u30bb\u30eb\u3092\u30d6\u30ed\u30c3\u30af\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3092\u5224\u65ad\u3067\u304d\u307e\u3059\u3002\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8 \u30c6\u30b9\u30c8\u3067\u306f\u3001ROP \u306f\u3001\u7279\u5b9a\u306e\u8272\u306e\u30d4\u30af\u30bb\u30eb\u306e\u307f\u3092\u51e6\u7406\u3059\u308b\u3001\u307e\u305f\u306f\u30d4\u30af\u30bb\u30eb\u5185\u306e\u7279\u5b9a\u306e\u9818\u57df\u306e\u4e00\u90e8\u306e\u307f\u3092\u51e6\u7406\u3059\u308b\u306a\u3069\u3001\u4e8b\u524d\u306b\u8a2d\u5b9a\u3055\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306b\u5f93\u3063\u3066\u30d4\u30af\u30bb\u30eb\u3092\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPU \u30c6\u30af\u30ce\u30ed\u30b8\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u306b\u3064\u308c\u3066\u3001ROP \u306e\u6570\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u9032\u5316\u3057\u307e\u3059\u3002\u6700\u65b0\u306e GPU \u306f\u8907\u6570\u306e ROP \u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u3001\u540c\u3058\u6642\u9593\u5185\u306b\u8907\u6570\u306e\u30e9\u30b9\u30bf\u30fc\u5316\u64cd\u4f5c\u3092\u51e6\u7406\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001GPU \u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3001\u753b\u50cf\u3001\u30d3\u30c7\u30aa\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u9ad8\u5ea6\u306b\u4e26\u5217\u5316\u3055\u308c\u305f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u3001CPU \u3088\u308a\u3082\u9ad8\u3044\u8a08\u7b97\u80fd\u529b\u3068\u51e6\u7406\u901f\u5ea6\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7c21\u5358\u306b\u8a00\u3048\u3070\u3001\u30e9\u30b9\u30bf\u30fc\u64cd\u4f5c\u30d7\u30ed\u30bb\u30c3\u30b5\u306f GPU \u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e 1 \u3064\u3067\u3042\u308a\u3001\u4e3b\u306b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u753b\u50cf\u306e\u30e9\u30b9\u30bf\u30e9\u30a4\u30ba\u64cd\u4f5c\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u30d6\u30ec\u30f3\u30c7\u30a3\u30f3\u30b0\u3001\u30de\u30b9\u30ad\u30f3\u30b0\u3001\u6df1\u5ea6\u30c6\u30b9\u30c8\u3001\u30b9\u30c6\u30f3\u30b7\u30eb \u30c6\u30b9\u30c8\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30e9\u30b9\u30bf\u30e9\u30a4\u30ba\u64cd\u4f5c\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002GPU \u30c6\u30af\u30ce\u30ed\u30b8\u306e\u7d99\u7d9a\u7684\u306a\u958b\u767a\u306b\u4f34\u3044\u3001ROP \u306e\u6570\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3082\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001GPU \u306e\u9069\u7528\u5206\u91ce\u304c\u3055\u3089\u306b\u62e1\u5927\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u30d3\u30c7\u30aa\u30e1\u30e2\u30ea\uff08VRAM\uff09\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30d3\u30c7\u30aa \u30e9\u30f3\u30c0\u30e0 \u30a2\u30af\u30bb\u30b9 \u30e1\u30e2\u30ea (\u7565\u3057\u3066 VRAM) \u306f GPU \u56fa\u6709\u306e\u30e1\u30e2\u30ea\u306e\u4e00\u7a2e\u3067\u3001\u4e3b\u306b\u753b\u50cf\u3084\u753b\u50cf\u51e6\u7406\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002CPU \u30e1\u30e2\u30ea\u3068\u306f\u7570\u306a\u308a\u3001\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306b\u306f\u9ad8\u901f\u3001\u4f4e\u9045\u5ef6\u3001\u304a\u3088\u3073\u4e26\u5217\u30a2\u30af\u30bb\u30b9\u3068\u3044\u3046\u7279\u6027\u304c\u3042\u308a\u3001GPU \u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30cb\u30fc\u30ba\u3092\u3088\u308a\u3088\u304f\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u901a\u5e38\u3001\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306f\u8907\u6570\u306e\u30e1\u30e2\u30ea \u30c1\u30c3\u30d7\u3067\u69cb\u6210\u3055\u308c\u3066\u304a\u308a\u3001\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u3078\u306e\u30a2\u30af\u30bb\u30b9\u901f\u5ea6\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u4e26\u5217\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306e\u5bb9\u91cf\u306f\u3001\u6570\u767e MB \u304b\u3089\u6570 GB \u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30cb\u30fc\u30ba\u306b\u5fdc\u3058\u3066\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002\u65b0\u3057\u3044 GPU \u306f\u901a\u5e38\u3001GDDR (Graphics Double Data Rate) \u30e1\u30e2\u30ea\u3092\u4f7f\u7528\u3057\u3001\u3088\u308a\u9ad8\u3044\u5e2f\u57df\u5e45\u3068\u3088\u308a\u4f4e\u3044\u30ec\u30a4\u30c6\u30f3\u30b7\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306f\u3001\u753b\u50cf\u3084\u30d3\u30c7\u30aa \u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306b\u52a0\u3048\u3066\u3001GPU \u30d7\u30ed\u30b0\u30e9\u30e0 \u30b3\u30fc\u30c9\u3084\u305d\u306e\u4ed6\u306e\u95a2\u9023\u30c7\u30fc\u30bf\u3082\u4fdd\u5b58\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u306f GPU \u5185\u3067\u3059\u3070\u3084\u304f\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001GPU \u306e\u8a08\u7b97\u52b9\u7387\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306e\u5e2f\u57df\u5e45\u3068\u5bb9\u91cf\u306f\u3001GPU \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u91cd\u8981\u306a\u8981\u7d20\u306e 1 \u3064\u3067\u3059\u3002\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306e\u5e2f\u57df\u5e45\u304c\u9ad8\u3044\u307b\u3069\u3001\u30c7\u30fc\u30bf\u3092\u3088\u308a\u9ad8\u901f\u306b\u8ee2\u9001\u3067\u304d\u308b\u305f\u3081\u3001GPU \u306e\u8a08\u7b97\u52b9\u7387\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u30e1\u30e2\u30ea\u5bb9\u91cf\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3067\u304d\u308b\u305f\u3081\u3001\u3088\u308a\u8907\u96d1\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u304a\u3088\u3073\u753b\u50cf\u51e6\u7406\u30bf\u30b9\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>GPU \u30c6\u30af\u30ce\u30ed\u30b8\u306e\u7d99\u7d9a\u7684\u306a\u958b\u767a\u306b\u4f34\u3044\u3001\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306e\u5e2f\u57df\u5e45\u3068\u5bb9\u91cf\u3082\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u6700\u65b0\u306e GPU \u306f\u3001\u6570\u767e GB\/\u79d2\u306e\u5e2f\u57df\u5e45\u3068\u6570 GB \u306e\u30e1\u30e2\u30ea\u5bb9\u91cf\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u3001\u3088\u308a\u8907\u96d1\u3067\u9ad8\u89e3\u50cf\u5ea6\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u753b\u50cf\u51e6\u7406\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u7c21\u5358\u306b\u8a00\u3046\u3068\u3001\u30d3\u30c7\u30aa\u30e1\u30e2\u30ea\u306f GPU \u56fa\u6709\u306e\u30e1\u30e2\u30ea\u306e\u4e00\u7a2e\u3067\u3001\u4e3b\u306b\u753b\u50cf\u3084\u753b\u50cf\u51e6\u7406\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u9ad8\u901f\u3001\u4f4e\u9045\u5ef6\u3001\u304a\u3088\u3073\u4e26\u5217\u30a2\u30af\u30bb\u30b9\u306e\u7279\u6027\u304c\u3042\u308a\u3001GPU \u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30cb\u30fc\u30ba\u3092\u3088\u308a\u3088\u304f\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306e\u5e2f\u57df\u5e45\u3068\u5bb9\u91cf\u306f\u3001GPU \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u91cd\u8981\u306a\u8981\u7d20\u306e 1 \u3064\u3067\u3042\u308a\u3001GPU \u30c6\u30af\u30ce\u30ed\u30b8\u306e\u7d99\u7d9a\u7684\u306a\u958b\u767a\u306b\u4f34\u3044\u3001\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306e\u5e2f\u57df\u5e45\u3068\u5bb9\u91cf\u3082\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u4e00\u822c\u7684\u306a GPU \u306e\u30d6\u30e9\u30f3\u30c9\u3068\u30e2\u30c7\u30eb\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306a GPU \u30d6\u30e9\u30f3\u30c9\u306f NVIDIA \u3068 AMD \u3067\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u305d\u308c\u3089\u306e\u4e00\u822c\u7684\u306a\u30e2\u30c7\u30eb\u3068\u305d\u306e\u7279\u5fb4\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>NVIDIA\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>GeForce GTX \u30b7\u30ea\u30fc\u30ba: GeForce GTX \u30b7\u30ea\u30fc\u30ba\u306f\u3001\u9ad8\u6027\u80fd\u3067\u5b89\u5b9a\u6027\u306b\u512a\u308c\u305f NVIDIA \u306e\u30e1\u30a4\u30f3\u30b9\u30c8\u30ea\u30fc\u30e0 \u30b2\u30fc\u30df\u30f3\u30b0 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u3059\u3002\u901a\u5e38\u3001GDDR5 \u30e1\u30e2\u30ea\u3092\u4f7f\u7528\u3057\u3001CUDA \u3084 PhysX \u306a\u3069\u306e\u30b5\u30dd\u30fc\u30c8 \u30c6\u30af\u30ce\u30ed\u30b8\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>GeForce RTX \u30b7\u30ea\u30fc\u30ba: GeForce RTX \u30b7\u30ea\u30fc\u30ba\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30ec\u30a4 \u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u3084 DLSS \u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u3088\u308a\u30ea\u30a2\u30eb\u306a\u30b2\u30fc\u30e0\u753b\u50cf\u3092\u63d0\u4f9b\u3067\u304d\u308b NVIDIA \u306e\u30cf\u30a4\u30a8\u30f3\u30c9 \u30b2\u30fc\u30df\u30f3\u30b0 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u3059\u3002\u901a\u5e38\u3001GDDR6 \u30e1\u30e2\u30ea\u3092\u4f7f\u7528\u3057\u3001\u3088\u308a\u9ad8\u3044\u5e2f\u57df\u5e45\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>Quadro \u30b7\u30ea\u30fc\u30ba: Quadro \u30b7\u30ea\u30fc\u30ba\u306f NVIDIA \u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u3001CAD\u3001CG\u3001\u30c7\u30b8\u30bf\u30eb \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8\u3001\u79d1\u5b66\u8a08\u7b97\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u901a\u5e38\u3001\u9ad8\u3044\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u3092\u5099\u3048\u3066\u304a\u308a\u3001NVIDIA \u306e CUDA \u3084 Quadro Sync \u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>AMD\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Radeon RX \u30b7\u30ea\u30fc\u30ba: Radeon RX \u30b7\u30ea\u30fc\u30ba\u306f\u3001AMD \u306e\u30e1\u30a4\u30f3\u30b9\u30c8\u30ea\u30fc\u30e0 \u30b2\u30fc\u30df\u30f3\u30b0 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u3001\u9ad8\u6027\u80fd\u3068\u512a\u308c\u305f\u5b89\u5b9a\u6027\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u901a\u5e38\u3001GDDR5 \u307e\u305f\u306f GDDR6 \u30e1\u30e2\u30ea\u3092\u4f7f\u7528\u3057\u3001Radeon FreeSync \u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>Radeon VII: Radeon VII \u306f\u3001HBM2 \u30e1\u30e2\u30ea\u3068 Vega \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b AMD \u306e\u30cf\u30a4\u30a8\u30f3\u30c9 \u30b2\u30fc\u30e0\u7528\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u3059\u3002\u9ad8\u5e2f\u57df\u5e45\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u3092\u5099\u3048\u3001Radeon FreeSync 2 HDR \u3084 DirectX 12 \u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>Radeon Pro \u30b7\u30ea\u30fc\u30ba: Radeon Pro \u30b7\u30ea\u30fc\u30ba\u306f AMD \u306e\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u3001CAD\u3001CG\u3001\u30c7\u30b8\u30bf\u30eb \u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8\u3001\u79d1\u5b66\u8a08\u7b97\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u3089\u306f\u901a\u5e38\u3001\u9ad8\u3044\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u3092\u5099\u3048\u3001AMD \u306e OpenCL \u3084 Mantle \u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4e0a\u8a18\u306e\u30e2\u30c7\u30eb\u306b\u52a0\u3048\u3066\u3001NVIDIA \u306e Tesla\u3001TITAN \u304a\u3088\u3073 GRID \u30b7\u30ea\u30fc\u30ba\u3001AMD \u306e FirePro \u304a\u3088\u3073 Ryzen \u30b7\u30ea\u30fc\u30ba\u306a\u3069\u3001\u9078\u629e\u3067\u304d\u308b GPU \u306e\u30e2\u30c7\u30eb\u306f\u4ed6\u306b\u3082\u591a\u6570\u3042\u308a\u307e\u3059\u3002\u9069\u5207\u306a GPU \u30e2\u30c7\u30eb\u306e\u9078\u629e\u306f\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8981\u4ef6\u3068\u4e88\u7b97\u306b\u5fdc\u3058\u3066\u6c7a\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u4e00\u822c\u7684\u306a GPU \u30d6\u30e9\u30f3\u30c9\u3068\u30e2\u30c7\u30eb Intel \u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>Intel \u306b\u306f\u72ec\u81ea\u306e GPU \u88fd\u54c1\u30e9\u30a4\u30f3\u3082\u3042\u308a\u3001\u4ee5\u4e0b\u306f\u305d\u306e\u4e00\u822c\u7684\u306a\u30e2\u30c7\u30eb\u3068\u305d\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Intel HD \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9: Intel HD \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306f\u3001Intel \u30d7\u30ed\u30bb\u30c3\u30b5\u306b\u7d71\u5408\u3055\u308c\u305f GPU \u3067\u3042\u308a\u3001\u901a\u5e38\u3001\u8efd\u91cf\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u57fa\u672c\u7684\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30bf\u30b9\u30af\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u901a\u5e38\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u306f\u4f4e\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u6d88\u8cbb\u96fb\u529b\u3068\u30b3\u30b9\u30c8\u3082\u4f4e\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>Intel Iris Graphics: Intel Iris Graphics \u306f\u3001Intel \u306e\u9ad8\u5ea6\u306a\u7d71\u5408\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u3042\u308a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u304c\u9ad8\u304f\u3001\u3088\u308a\u8907\u96d1\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30bf\u30b9\u30af\u3068\u30d3\u30c7\u30aa\u51e6\u7406\u30bf\u30b9\u30af\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u901a\u5e38\u3001\u8efd\u91cf\u306e\u30b2\u30fc\u30e0\u3084\u30de\u30eb\u30c1\u30e1\u30c7\u30a3\u30a2 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30c6\u30eb UHD \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9: \u30a4\u30f3\u30c6\u30eb UHD \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306f\u3001\u30a4\u30f3\u30c6\u30eb\u306e\u6700\u65b0\u4e16\u4ee3\u306e\u7d71\u5408\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3067\u3042\u308a\u3001\u30a4\u30f3\u30c6\u30eb HD \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u304a\u3088\u3073\u30a4\u30f3\u30c6\u30eb Iris \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306e\u5f8c\u7d99\u3067\u3042\u308a\u3001\u3088\u308a\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u4f4e\u6d88\u8cbb\u96fb\u529b\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u30024K \u30d3\u30c7\u30aa\u306e\u30c7\u30b3\u30fc\u30c9\u3068\u30a8\u30f3\u30b3\u30fc\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30b2\u30fc\u30e0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7d71\u5408\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306b\u52a0\u3048\u3066\u3001Intel \u306f Intel Xe \u3084 Intel Iris Xe MAX \u306a\u3069\u306e\u72ec\u81ea\u306e\u30c7\u30a3\u30b9\u30af\u30ea\u30fc\u30c8 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30d6\u30e9\u30f3\u30c9\u3082\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u30b2\u30fc\u30e0\u304a\u3088\u3073\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3053\u308c\u3089\u306e\u30c7\u30a3\u30b9\u30af\u30ea\u30fc\u30c8 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306f\u3001\u3088\u308a\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001Intel \u306e GPU \u88fd\u54c1\u30e9\u30a4\u30f3\u306b\u306f\u3001\u7d71\u5408\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u30c7\u30a3\u30b9\u30af\u30ea\u30fc\u30c8 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306e 2 \u3064\u306e\u30ab\u30c6\u30b4\u30ea\u304c\u3042\u308a\u307e\u3059\u3002\u7d71\u5408\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306f\u4e3b\u306b\u57fa\u672c\u7684\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30bf\u30b9\u30af\u3068\u8efd\u91cf\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3055\u308c\u3001\u30c7\u30a3\u30b9\u30af\u30ea\u30fc\u30c8 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306f\u4e3b\u306b\u30b2\u30fc\u30e0\u3068\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3055\u308c\u3001\u3088\u308a\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30e1\u30e2\u30ea\u5bb9\u91cf\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f GPU \u30e2\u30c7\u30eb\u306e\u9078\u629e\u306f\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u3068\u4e88\u7b97\u306b\u5fdc\u3058\u3066\u6c7a\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9818\u57df\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3068\u30b2\u30fc\u30e0\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3084\u30b2\u30fc\u30e0\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u305d\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0: GPU \u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306f\u30013D \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306e\u8868\u9762\u3092 2D \u30a4\u30e1\u30fc\u30b8\u306b\u5909\u63db\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306e\u30b3\u30a2\u6280\u8853\u306e 1 \u3064\u3067\u3059\u3002\u4e26\u5217\u8a08\u7b97\u3084\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u306b\u3088\u308a\u3001GPU \u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3092\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3067\u304d\u308b\u305f\u3081\u3001\u3088\u308a\u9ad8\u901f\u3067\u30ea\u30a2\u30eb\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u52b9\u679c\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306f\u3001\u4e3b\u306b\u6620\u753b\u3084\u30c6\u30ec\u30d3\u306e\u7279\u6b8a\u52b9\u679c\u3001\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u5236\u4f5c\u3001\u30b2\u30fc\u30e0\u958b\u767a\u3001\u4eee\u60f3\u73fe\u5b9f\u3001\u62e1\u5f35\u73fe\u5b9f\u3001\u5efa\u7bc9\u30c7\u30b6\u30a4\u30f3\u3001\u5de5\u696d\u30c7\u30b6\u30a4\u30f3\u306e\u5206\u91ce\u3067\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b2\u30fc\u30e0: GPU \u306f\u30b2\u30fc\u30e0\u5206\u91ce\u3067\u3082\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30b2\u30fc\u30e0\u306f\u3001GPU \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u5206\u91ce\u306e 1 \u3064\u3067\u3059\u3002GPU \u306f\u3001\u30b2\u30fc\u30e0 \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3084\u7269\u7406\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u3088\u308a\u30b9\u30e0\u30fc\u30ba\u3067\u30ea\u30a2\u30eb\u306a\u30b2\u30fc\u30e0\u4f53\u9a13\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002GPU \u306f\u3001Unity\u3001Unreal Engine\u3001CryEngine \u306a\u3069\u306e\u30b2\u30fc\u30e0\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30a8\u30f3\u30b8\u30f3\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u30b2\u30fc\u30e0\u958b\u767a\u8005\u306b\u3088\u308a\u4fbf\u5229\u3067\u52b9\u7387\u7684\u306a\u958b\u767a\u30c4\u30fc\u30eb\u3068\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3068\u30b2\u30fc\u30e0\u306b\u52a0\u3048\u3066\u3001GPU \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u79d1\u5b66\u8a08\u7b97\u3001\u30c7\u30b8\u30bf\u30eb\u901a\u8ca8\u30de\u30a4\u30cb\u30f3\u30b0\u3001\u30d3\u30c7\u30aa\u306e\u30a8\u30f3\u30b3\u30fc\u30c9\u3068\u30c7\u30b3\u30fc\u30c9\u306a\u3069\u3001\u4ed6\u306e\u591a\u304f\u306e\u5206\u91ce\u3067\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u5206\u91ce\u3067\u306f\u9ad8\u3044\u8a08\u7b97\u80fd\u529b\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u304c\u5fc5\u8981\u3067\u3042\u308a\u3001GPU \u306f\u9ad8\u3044\u4e26\u5217\u6027\u3068\u8a08\u7b97\u52b9\u7387\u3092\u5099\u3048\u3066\u3044\u308b\u305f\u3081\u3001\u3053\u308c\u3089\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5c02\u9580\u7684\u306a\u8a2d\u8a08\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u306f\u3001\u5c02\u9580\u7684\u306a\u8a2d\u8a08\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u307e\u3059\u307e\u3059\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30d7\u30ed\u306e\u30c7\u30b6\u30a4\u30f3\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u306b\u304a\u3051\u308b GPU \u306e\u8a73\u7d30\u306a\u8aac\u660e\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>CAD: \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u652f\u63f4\u8a2d\u8a08 (CAD) \u306f\u3001\u30d7\u30ed\u306e\u8a2d\u8a08\u304a\u3088\u3073\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3067\u6700\u3082\u91cd\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e 1 \u3064\u3067\u3059\u3002GPU \u306f\u3001\u3088\u308a\u9ad8\u3044\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30ef\u30fc\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001CAD \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u306e\u63cf\u753b\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u9ad8\u901f\u5316\u3067\u304d\u307e\u3059\u3002GPU\u306f\u30de\u30eb\u30c1\u30e2\u30cb\u30bf\u30fc\u51fa\u529b\u306b\u3082\u5bfe\u5fdc\u3057\u3001\u4f5c\u696d\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u5236\u4f5c: GPU \u306f\u3001\u30a2\u30cb\u30e1\u30fc\u30bf\u30fc\u304c\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u5236\u4f5c\u30bf\u30b9\u30af\u3092\u3088\u308a\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u5b8c\u4e86\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002GPU \u306f\u3001\u4e26\u5217\u8a08\u7b97\u3084\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u306b\u3088\u3063\u3066\u3001\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u5236\u4f5c\u306b\u304a\u3051\u308b\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u63cf\u753b\u3001\u52d5\u7684\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u9ad8\u901f\u5316\u3057\u3001\u5236\u4f5c\u306e\u52b9\u7387\u3068\u54c1\u8cea\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5de5\u696d\u30c7\u30b6\u30a4\u30f3: GPU \u306f\u3001\u5de5\u696d\u30c7\u30b6\u30a4\u30ca\u30fc\u304c\u88fd\u54c1\u3092\u3088\u308a\u9069\u5207\u306b\u8a2d\u8a08\u304a\u3088\u3073\u8868\u793a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002GPU \u306f\u52b9\u7387\u7684\u306a\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u304a\u3088\u3073\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 \u30c6\u30af\u30ce\u30ed\u30b8\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u5de5\u696d\u30c7\u30b6\u30a4\u30ca\u30fc\u306f\u88fd\u54c1\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u8868\u793a\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u3088\u308a\u8fc5\u901f\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002GPU \u306f\u4eee\u60f3\u73fe\u5b9f\u3068\u62e1\u5f35\u73fe\u5b9f\u6280\u8853\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30b6\u30a4\u30ca\u30fc\u306f\u88fd\u54c1\u3092\u3088\u308a\u3088\u304f\u4f53\u9a13\u3057\u3001\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5efa\u7bc9\u8a2d\u8a08: GPU \u306f\u3001\u5efa\u7bc9\u5bb6\u304c\u5efa\u7269\u3092\u3088\u308a\u8fc5\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u8a2d\u8a08\u304a\u3088\u3073\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002GPU \u306f\u3001\u52b9\u7387\u7684\u306a\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0 \u30c6\u30af\u30ce\u30ed\u30b8\u3068\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308a\u3001\u5efa\u7bc9\u8a2d\u8a08\u306b\u304a\u3051\u308b\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u52d5\u7684\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u9ad8\u901f\u5316\u3057\u3001\u8a2d\u8a08\u306e\u52b9\u7387\u3068\u54c1\u8cea\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002GPU \u306f\u4eee\u60f3\u73fe\u5b9f\u6280\u8853\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u5efa\u7bc9\u5bb6\u306f\u5efa\u7269\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30e2\u30f3\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u3088\u308a\u9069\u5207\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u4e00\u8a00\u3067\u8a00\u3048\u3070\u3001GPU \u306f\u30d7\u30ed\u306e\u30c7\u30b6\u30a4\u30f3\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u5206\u91ce\u3067\u307e\u3059\u307e\u3059\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u52b9\u7387\u7684\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30ef\u30fc\u3068\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30b6\u30a4\u30f3\u3068\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30bf\u30b9\u30af\u304c\u52a0\u901f\u3055\u308c\u3001\u30c7\u30b6\u30a4\u30f3\u306e\u54c1\u8cea\u3068\u52b9\u7387\u304c\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU\u5fdc\u7528\u5206\u91ce\u306e\u6a5f\u68b0\u5b66\u7fd2\u30fb\u4eba\u5de5\u77e5\u80fd\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u4eba\u5de5\u77e5\u80fd\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8a73\u7d30\u306a\u8aac\u660e\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6a5f\u68b0\u5b66\u7fd2: \u6a5f\u68b0\u5b66\u7fd2\u306f\u3001\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u30bf\u30b9\u30af\u3092\u9054\u6210\u3059\u308b\u65b9\u6cd5\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf \u30de\u30a4\u30cb\u30f3\u30b0\u3001\u4e88\u6e2c\u5206\u6790\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u7528\u3067\u304d\u307e\u3059\u3002GPU \u306f\u3001\u52b9\u7387\u7684\u306a\u4e26\u5217\u8a08\u7b97\u6a5f\u80fd\u3068\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u304c\u52a0\u901f\u3055\u308c\u307e\u3059\u3002GPU \u306f\u3001\u30c7\u30a3\u30fc\u30d7 \u30e9\u30fc\u30cb\u30f3\u30b0\u3084\u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u624b\u6cd5\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3068\u8907\u96d1\u3055\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4eba\u5de5\u77e5\u80fd: \u4eba\u5de5\u77e5\u80fd\u306f\u3001\u4eba\u9593\u306e\u77e5\u80fd\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u6280\u8853\u3067\u3042\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u63a8\u5968\u306a\u3069\u306e\u5206\u91ce\u306b\u9069\u7528\u3067\u304d\u307e\u3059\u3002GPU \u306f\u9ad8\u52b9\u7387\u306e\u8a08\u7b97\u80fd\u529b\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u30e2\u30c7\u30eb \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u63a8\u8ad6\u30d7\u30ed\u30bb\u30b9\u304c\u52a0\u901f\u3055\u308c\u307e\u3059\u3002GPU \u306f\u3001\u30c7\u30a3\u30fc\u30d7 \u30e9\u30fc\u30cb\u30f3\u30b0\u3084\u5f37\u5316\u5b66\u7fd2\u306a\u3069\u306e\u624b\u6cd5\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001AI \u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u8907\u96d1\u3055\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>GPU \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u4eba\u5de5\u77e5\u80fd\u306e\u5206\u91ce\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u306e\u5206\u91ce\u3067\u4e0d\u53ef\u6b20\u306a\u30c4\u30fc\u30eb\u306e 1 \u3064\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002GPU \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u7d99\u7d9a\u7684\u306a\u6700\u9069\u5316\u306b\u3088\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u4eba\u5de5\u77e5\u80fd\u306e\u5206\u91ce\u306b\u304a\u3051\u308b GPU \u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u898b\u901a\u3057\u306f\u975e\u5e38\u306b\u5e83\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU \u306e\u5fdc\u7528\u5206\u91ce\u3067\u3042\u308b\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3068\u6697\u53f7\u901a\u8ca8\u306e\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u306f\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3068\u6697\u53f7\u901a\u8ca8\u306e\u30de\u30a4\u30cb\u30f3\u30b0\u3067\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8a73\u7d30\u306a\u8aac\u660e\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3: \u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306f\u3001\u30c7\u30fc\u30bf \u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3 \u30ec\u30b3\u30fc\u30c9\u3001\u30b9\u30de\u30fc\u30c8 \u30b3\u30f3\u30c8\u30e9\u30af\u30c8\u3001\u304a\u3088\u3073\u305d\u306e\u4ed6\u306e\u5206\u91ce\u306b\u9069\u7528\u3067\u304d\u308b\u5206\u6563\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30c6\u30af\u30ce\u30ed\u30b8\u3067\u3059\u3002GPU \u306f\u52b9\u7387\u7684\u306a\u8a08\u7b97\u80fd\u529b\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u3067\u306e\u30c7\u30fc\u30bf\u691c\u8a3c\u3068\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u304c\u52a0\u901f\u3055\u308c\u307e\u3059\u3002GPU \u306f\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3 \u30ce\u30fc\u30c9\u3068\u30de\u30a4\u30ca\u30fc\u306e\u64cd\u4f5c\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u4fe1\u983c\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6697\u53f7\u901a\u8ca8\u30de\u30a4\u30cb\u30f3\u30b0: \u6697\u53f7\u901a\u8ca8\u30de\u30a4\u30cb\u30f3\u30b0\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u8907\u96d1\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u89e3\u6c7a\u3057\u3066\u6697\u53f7\u901a\u8ca8\u3092\u7372\u5f97\u3059\u308b\u65b9\u6cd5\u3067\u3059\u3002GPU \u306f\u52b9\u7387\u7684\u306a\u8a08\u7b97\u80fd\u529b\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u6a5f\u80fd\u3092\u63d0\u4f9b\u3067\u304d\u308b\u305f\u3081\u3001\u6697\u53f7\u901a\u8ca8\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u8a08\u7b97\u30d7\u30ed\u30bb\u30b9\u304c\u52a0\u901f\u3055\u308c\u307e\u3059\u3002GPU \u306f\u3001\u30d3\u30c3\u30c8\u30b3\u30a4\u30f3\u3001\u30a4\u30fc\u30b5\u30ea\u30a2\u30e0\u3001\u30e9\u30a4\u30c8\u30b3\u30a4\u30f3\u3001\u305d\u306e\u4ed6\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u6697\u53f7\u901a\u8ca8\u30de\u30a4\u30cb\u30f3\u30b0 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u30de\u30a4\u30cb\u30f3\u30b0\u306e\u52b9\u7387\u3068\u53ce\u76ca\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6697\u53f7\u901a\u8ca8\u306e\u30de\u30a4\u30cb\u30f3\u30b0\u306b\u306f\u591a\u304f\u306e\u8a08\u7b97\u80fd\u529b\u3068\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u304c\u5fc5\u8981\u306a\u305f\u3081\u3001\u3053\u306e\u5206\u91ce\u3067\u306f GPU \u304c\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002GPU \u306f\u8907\u6570\u306e\u30b9\u30ec\u30c3\u30c9\u3092\u540c\u6642\u306b\u5b9f\u884c\u3067\u304d\u308b\u305f\u3081\u3001GPU \u30de\u30a4\u30cb\u30f3\u30b0\u306f CPU \u30de\u30a4\u30cb\u30f3\u30b0\u3088\u308a\u3082\u52b9\u7387\u7684\u3067\u3042\u308a\u3001\u8a08\u7b97\u52b9\u7387\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002\u540c\u6642\u306b\u3001GPU \u306f\u8907\u6570\u306e\u6697\u53f7\u901a\u8ca8\u30de\u30a4\u30cb\u30f3\u30b0 \u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3082\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u308b\u305f\u3081\u3001\u30de\u30a4\u30ca\u30fc\u306b\u3088\u308a\u591a\u304f\u306e\u9078\u629e\u80a2\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU\u8cfc\u5165\u30ac\u30a4\u30c9\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u9069\u5207\u306a GPU \u30e2\u30c7\u30eb\u306e\u9078\u629e\u306f\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8981\u4ef6\u3068\u4e88\u7b97\u306b\u5fdc\u3058\u3066\u6c7a\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001GPU \u8cfc\u5165\u30ac\u30a4\u30c9\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u4ef6: GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u969b\u306e\u6700\u521d\u306e\u8981\u7d20\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u4ef6\u3067\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u91ce\u304c\u7570\u306a\u308c\u3070\u3001\u5fc5\u8981\u306a GPU \u30e2\u30c7\u30eb\u3068\u4ed5\u69d8\u3082\u7570\u306a\u308a\u307e\u3059\u3002\u9ad8\u5ea6\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30b2\u30fc\u30e0\u958b\u767a\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u4eba\u5de5\u77e5\u80fd\u306a\u3069\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u3088\u308a\u9ad8\u6027\u80fd\u306a GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u65e5\u5e38\u306e\u4e8b\u52d9\u4f5c\u696d\u3084 Web \u30d6\u30e9\u30a6\u30b8\u30f3\u30b0\u306a\u3069\u306e\u6bd4\u8f03\u7684\u5358\u7d14\u306a\u30cb\u30fc\u30ba\u306e\u5834\u5408\u306f\u3001\u30ed\u30fc\u30a8\u30f3\u30c9\u306e GPU \u30e2\u30c7\u30eb\u3067\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e1\u30e2\u30ea\u5bb9\u91cf: GPU \u306e\u30e1\u30e2\u30ea\u5bb9\u91cf\u3082\u3001GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u969b\u306e\u91cd\u8981\u306a\u8981\u7d20\u306e 1 \u3064\u3067\u3059\u3002\u30e1\u30e2\u30ea\u5bb9\u91cf\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u51e6\u7406\u3067\u304d\u308b\u30c7\u30fc\u30bf\u91cf\u304c\u591a\u304f\u306a\u308a\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u306e\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3084\u30b2\u30fc\u30e0\u306e\u52b9\u7387\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u9ad8\u54c1\u8cea\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3084\u30b2\u30fc\u30e0\u958b\u767a\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u3088\u308a\u30e1\u30e2\u30ea\u5bb9\u91cf\u306e\u5927\u304d\u3044 GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30b5\u30a4\u30ba: GPU \u306e\u30b5\u30a4\u30ba\u3082\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002GPU \u304c\u5927\u304d\u304f\u306a\u308b\u3068\u3001\u3088\u308a\u5927\u304d\u306a\u96fb\u6e90\u88c5\u7f6e\u3068\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308b\u305f\u3081\u3001\u3088\u308a\u5927\u304d\u306a\u96fb\u6e90\u88c5\u7f6e\u3068\u30d2\u30fc\u30c8\u30b7\u30f3\u30af\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u5185\u90e8\u30b9\u30da\u30fc\u30b9\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u3001\u3088\u308a\u5c0f\u3055\u3044 GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u6d88\u8cbb\u96fb\u529b: GPU \u306e\u6d88\u8cbb\u96fb\u529b\u3082\u8003\u616e\u3059\u3079\u304d\u8981\u7d20\u306e 1 \u3064\u3067\u3059\u3002\u6d88\u8cbb\u96fb\u529b\u304c\u9ad8\u304f\u306a\u308b\u3068\u3001\u3088\u308a\u5927\u304d\u306a\u96fb\u6e90\u88c5\u7f6e\u3068\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u304c\u5fc5\u8981\u306b\u306a\u308a\u3001\u96fb\u6c17\u4ee3\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u30ce\u30a4\u30ba\u304c\u5897\u52a0\u3057\u307e\u3059\u3002\u30a8\u30cd\u30eb\u30ae\u30fc\u3092\u7bc0\u7d04\u3057\u305f\u3044\u304c\u3001\u3042\u307e\u308a\u30ce\u30a4\u30ba\u304c\u6b32\u3057\u304f\u306a\u3044\u5834\u5408\u306f\u3001\u6d88\u8cbb\u96fb\u529b\u306e\u5c11\u306a\u3044 GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u4fa1\u683c: \u6700\u5f8c\u306e\u8981\u7d20\u306f\u4fa1\u683c\u3067\u3059\u3002GPU \u306e\u4fa1\u683c\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30e1\u30e2\u30ea\u5bb9\u91cf\u3001\u6d88\u8cbb\u96fb\u529b\u306a\u3069\u306e\u8981\u56e0\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002\u4e88\u7b97\u304c\u9650\u3089\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u30ed\u30fc\u30a8\u30f3\u30c9\u306e GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u30cf\u30a4\u30a8\u30f3\u30c9\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30b2\u30fc\u30e0\u958b\u767a\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001\u4eba\u5de5\u77e5\u80fd\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30cf\u30a4\u30a8\u30f3\u30c9\u306e GPU \u30e2\u30c7\u30eb\u306b\u3088\u308a\u591a\u304f\u306e\u4e88\u7b97\u3092\u8cbb\u3084\u3059\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8981\u4ef6\u3068\u4e88\u7b97\u306b\u5fdc\u3058\u3066\u3001\u9069\u5207\u306a GPU \u30e2\u30c7\u30eb\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u8003\u616e\u4e8b\u9805\u306b\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u8981\u4ef6\u3001\u30d3\u30c7\u30aa \u30e1\u30e2\u30ea\u306e\u5bb9\u91cf\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30b5\u30a4\u30ba\u3001\u6d88\u8cbb\u96fb\u529b\u3001\u304a\u3088\u3073\u4fa1\u683c\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u3001\u6b21\u306e\u624b\u9806\u3092\u53c2\u7167\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u3092\u5207\u308a\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f: GPU \u3092\u53d6\u308a\u4ed8\u3051\u308b\u524d\u306b\u3001\u611f\u96fb\u3084\u305d\u306e\u4ed6\u306e\u4e8b\u6545\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u3092\u5207\u308a\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u306e\u53d6\u308a\u4ed8\u3051: GPU \u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e PCIe \u30b9\u30ed\u30c3\u30c8\u306b\u633f\u5165\u3057\u307e\u3059\u3002GPU \u3092\u30b9\u30e0\u30fc\u30ba\u306b\u633f\u5165\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u633f\u5165\u3059\u308b\u524d\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u5185\u90e8\u306e\u307b\u3053\u308a\u3084\u30b4\u30df\u3092\u6383\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u96fb\u6e90\u3068\u30b1\u30fc\u30d6\u30eb\u306e\u63a5\u7d9a: GPU \u3092\u96fb\u6e90\u306b\u63a5\u7d9a\u3057\u3001PCIe \u96fb\u6e90\u3084\u30e2\u30cb\u30bf\u30fc\u51fa\u529b\u306a\u3069\u306e\u305d\u306e\u4ed6\u306e\u5fc5\u8981\u306a\u30b1\u30fc\u30d6\u30eb\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u8d77\u52d5\u3057\u3066\u30c9\u30e9\u30a4\u30d0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b: \u96fb\u6e90\u30b1\u30fc\u30d6\u30eb\u3092\u518d\u63a5\u7d9a\u3057\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u8d77\u52d5\u3057\u3066 GPU \u306e\u30c9\u30e9\u30a4\u30d0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002GPU \u30c9\u30e9\u30a4\u30d0\u30fc\u306f\u3001GPU \u30e1\u30fc\u30ab\u30fc\u306e\u516c\u5f0f Web \u30b5\u30a4\u30c8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0: GPU \u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u66f4\u65b0\u3059\u308b\u3068\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u304c\u5411\u4e0a\u3057\u3001\u65e2\u77e5\u306e\u554f\u984c\u3068\u30d0\u30b0\u304c\u4fee\u6b63\u3055\u308c\u307e\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u306f\u3001GPU \u30e1\u30fc\u30ab\u30fc\u306e\u516c\u5f0f Web \u30b5\u30a4\u30c8\u307e\u305f\u306f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u66f4\u65b0\u30c4\u30fc\u30eb\u3092\u4ecb\u3057\u3066\u66f4\u65b0\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30c6\u30b9\u30c8: \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u3044\u304f\u3064\u304b\u306e\u30c6\u30b9\u30c8 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3057\u3066\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001GPU \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u8a08\u7b97\u80fd\u529b\u3001\u304a\u3088\u3073\u5b89\u5b9a\u6027\u3092\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001GPU \u3092\u53d6\u308a\u4ed8\u3051\u308b\u524d\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u304c\u30aa\u30d5\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002GPU \u3092\u53d6\u308a\u4ed8\u3051\u305f\u3089\u3001\u96fb\u6e90\u3068\u305d\u306e\u4ed6\u306e\u5fc5\u8981\u306a\u30b1\u30fc\u30d6\u30eb\u3092\u63a5\u7d9a\u3057\u3001GPU \u7528\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u66f4\u65b0\u3057\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30c6\u30b9\u30c8\u3059\u308b\u3053\u3068\u3067\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30ab\u30fc\u30c9\u306e\u53d6\u308a\u4ed8\u3051\u624b\u9806\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30ab\u30fc\u30c9\u3092\u53d6\u308a\u4ed8\u3051\u308b\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u3092\u5207\u308a\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f: \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u53d6\u308a\u4ed8\u3051\u308b\u524d\u306b\u3001\u611f\u96fb\u3084\u305d\u306e\u4ed6\u306e\u4e8b\u6545\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u3092\u5207\u308a\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf \u30b1\u30fc\u30b9\u3092\u958b\u304d\u307e\u3059: \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf \u30b1\u30fc\u30b9\u3092\u958b\u304d\u3001PCIe \u30b9\u30ed\u30c3\u30c8\u3092\u898b\u3064\u3051\u307e\u3059\u3002PCIe \u30b9\u30ed\u30c3\u30c8\u306f\u901a\u5e38\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30de\u30b6\u30fc\u30dc\u30fc\u30c9\u4e0a\u306b\u3042\u308a\u3001\u6bd4\u8f03\u7684\u9577\u304f\u3001\u901a\u5e38\u306f\u4ed6\u306e\u30b9\u30ed\u30c3\u30c8\u3088\u308a\u3082\u9577\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>PCIe \u30b9\u30ed\u30c3\u30c8\u306e\u9078\u629e: \u4f7f\u7528\u3055\u308c\u3066\u3044\u306a\u3044 PCIe \u30b9\u30ed\u30c3\u30c8\u3092\u9078\u629e\u3057\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u633f\u5165\u3057\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30ab\u30fc\u30c9\u3092\u633f\u5165\u3059\u308b\u524d\u306b\u3001\u30b9\u30ed\u30c3\u30c8\u306e\u9577\u3055\u306b\u6ce8\u610f\u3057\u3066\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30ab\u30fc\u30c9\u3092\u30b9\u30ed\u30c3\u30c8\u306b\u5b8c\u5168\u306b\u633f\u5165\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u901a\u5e38\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306f PCIe \u30b9\u30ed\u30c3\u30c8\u306b\u4e0b\u5411\u304d\u306b\u53d6\u308a\u4ed8\u3051\u3089\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u96fb\u6e90\u30b1\u30fc\u30d6\u30eb\u3092\u63a5\u7d9a\u3059\u308b: \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306b\u5fc5\u8981\u306a\u96fb\u6e90\u30b1\u30fc\u30d6\u30eb\u3092\u63a5\u7d9a\u3057\u307e\u3059\u3002\u4e00\u90e8\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3067\u306f\u3001\u8ffd\u52a0\u306e\u96fb\u6e90\u63a5\u7d9a\u304c\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u306f\u3001CD \u306b\u4ed8\u5c5e\u306e\u96fb\u6e90\u30a2\u30c0\u30d7\u30bf\u30fc\u3092\u4f7f\u7528\u3057\u3066\u63a5\u7d9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30e2\u30cb\u30bf\u30fc\u306e\u63a5\u7d9a: \u30e2\u30cb\u30bf\u30fc\u3092\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u51fa\u529b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306b\u306f\u3001HDMI\u3001DVI\u3001DisplayPort\u3001VGA \u306a\u3069\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304c\u3042\u308a\u3001\u30c7\u30a3\u30b9\u30d7\u30ec\u30a4 \u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9 \u30bf\u30a4\u30d7\u3092\u9078\u629e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u8d77\u52d5\u3057\u307e\u3059: \u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u518d\u63a5\u7d9a\u3057\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u8d77\u52d5\u6642\u306b\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u304c\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3055\u308c\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9 \u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9 \u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u304c\u6b63\u5e38\u306b\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u88fd\u9020\u5143\u306e Web \u30b5\u30a4\u30c8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u304b\u3001CD \u3067\u63d0\u4f9b\u3055\u308c\u308b\u30c9\u30e9\u30a4\u30d0\u3092\u4f7f\u7528\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9 \u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0: \u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u66f4\u65b0\u3059\u308b\u3068\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u304c\u5411\u4e0a\u3057\u3001\u65e2\u77e5\u306e\u554f\u984c\u3068\u30d0\u30b0\u304c\u4fee\u6b63\u3055\u308c\u307e\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u88fd\u9020\u5143\u306e\u516c\u5f0f Web \u30b5\u30a4\u30c8\u307e\u305f\u306f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u66f4\u65b0\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u66f4\u65b0\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u53d6\u308a\u4ed8\u3051\u308b\u524d\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u304c\u30aa\u30d5\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u53d6\u308a\u4ed8\u3051\u305f\u3089\u3001\u96fb\u6e90\u3068\u305d\u306e\u4ed6\u306e\u5fc5\u8981\u306a\u30b1\u30fc\u30d6\u30eb\u3092\u63a5\u7d9a\u3057\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30c9\u30e9\u30a4\u30d0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u66f4\u65b0\u3059\u308b\u3068\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u30c9\u30e9\u30a4\u30d0\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u66f4\u65b0\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u66f4\u65b0\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u9069\u5207\u306a\u6a5f\u80fd\u3068\u6700\u9ad8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u66f4\u65b0\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u8aac\u660e\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9: \u307e\u305a\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u88fd\u9020\u5143\u306e Web \u30b5\u30a4\u30c8\u304b\u3089\u3001\u304a\u4f7f\u3044\u306e GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9 \u30e2\u30c7\u30eb\u7528\u306e\u6700\u65b0\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u901a\u5e38\u3001\u30c9\u30e9\u30a4\u30d0\u306f\u88fd\u9020\u5143\u306e Web \u30b5\u30a4\u30c8\u306e\u30b5\u30dd\u30fc\u30c8 \u30da\u30fc\u30b8\u307e\u305f\u306f\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 \u30da\u30fc\u30b8\u3067\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u304a\u4f7f\u3044\u306e\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0 \u30b7\u30b9\u30c6\u30e0\u3068\u4e92\u63db\u6027\u306e\u3042\u308b\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b: \u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u3089\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb \u30d7\u30ed\u30bb\u30b9\u4e2d\u306b\u3001\u4f7f\u7528\u8a31\u8afe\u5951\u7d04\u306b\u540c\u610f\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5f93\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u901a\u5e38\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306f GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u691c\u51fa\u3057\u3001\u9069\u5207\u306a\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u518d\u8d77\u52d5\u3057\u307e\u3059: \u30c9\u30e9\u30a4\u30d0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u3001\u901a\u5e38\u3001\u30c9\u30e9\u30a4\u30d0\u3092\u6709\u52b9\u306b\u3059\u308b\u305f\u3081\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u518d\u8d77\u52d5\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0: GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u6700\u9069\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u7dad\u6301\u3059\u308b\u306b\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u66f4\u65b0\u3059\u308b\u306b\u306f\u3001\u88fd\u9020\u5143\u306e Web \u30b5\u30a4\u30c8\u3067\u5229\u7528\u53ef\u80fd\u306a\u66f4\u65b0\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u901a\u5e38\u3001\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u306f\u30b5\u30dd\u30fc\u30c8 \u30da\u30fc\u30b8\u307e\u305f\u306f\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 \u30da\u30fc\u30b8\u3067\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5f93\u3063\u3066\u30a2\u30c3\u30d7\u30c7\u30fc\u30bf\u30fc\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u66f4\u65b0\u30d7\u30ed\u30bb\u30b9\u4e2d\u306b\u3001\u4f7f\u7528\u8a31\u8afe\u5951\u7d04\u306b\u540c\u610f\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5f93\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u66f4\u65b0\u30d7\u30ed\u30bb\u30b9\u4e2d\u306b\u3001\u66f4\u65b0\u3092\u6709\u52b9\u306b\u3059\u308b\u305f\u3081\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u518d\u8d77\u52d5\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u66f4\u65b0: \u4e00\u90e8\u306e GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u88fd\u9020\u5143\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u81ea\u52d5\u7684\u306b\u30c1\u30a7\u30c3\u30af\u3057\u3066\u66f4\u65b0\u3067\u304d\u308b\u81ea\u52d5\u66f4\u65b0\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u7a2e\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u6642\u9593\u3068\u52b4\u529b\u3092\u7bc0\u7d04\u3057\u306a\u304c\u3089\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u5e38\u306b\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u66f4\u65b0\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u66f4\u65b0\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u9069\u5207\u306a\u6a5f\u80fd\u3068\u6700\u9069\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u88fd\u9020\u5143\u306e Web \u30b5\u30a4\u30c8\u304b\u3089 GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9 \u30e2\u30c7\u30eb\u7528\u306e\u6700\u65b0\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u5f93\u3063\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u307e\u305f\u306f\u66f4\u65b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u6700\u65b0\u306e\u72b6\u614b\u306b\u4fdd\u3064\u3053\u3068\u3067\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u6700\u9069\u304b\u3064\u5b89\u5b9a\u3057\u3066\u52d5\u4f5c\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c6\u30b9\u30c8\u3068\u6700\u9069\u5316\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8\u3068\u6700\u9069\u5316\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u304c\u5e38\u306b\u6700\u9ad8\u306e\u72b6\u614b\u3067\u52d5\u4f5c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8\u3068\u6700\u9069\u5316\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8: \u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u65b9\u6cd5\u3067\u3059\u30023DMark\u3001Unigine Heaven\u3001Furmark \u306a\u3069\u3001GPU \u3084\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u306b\u4f7f\u7528\u3067\u304d\u308b\u591a\u304f\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8 \u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u8ca0\u8377\u306e\u4e0b\u3067\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u901f\u5ea6\u3001\u30d5\u30ec\u30fc\u30e0 \u30ec\u30fc\u30c8\u3001\u6e29\u5ea6\u3001\u304a\u3088\u3073\u6d88\u8cbb\u96fb\u529b\u306b\u95a2\u3057\u3066\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30c6\u30b9\u30c8\u3067\u304d\u307e\u3059\u3002\u30c6\u30b9\u30c8\u4e2d\u306f\u3001\u5b89\u5b9a\u3057\u305f\u96fb\u6e90\u3068\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u3092\u7dad\u6301\u3057\u3066\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u5b89\u5168\u6027\u3068\u5b89\u5b9a\u6027\u3092\u78ba\u4fdd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316: \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u6700\u9069\u306a\u72b6\u614b\u3067\u5b9f\u884c\u3059\u308b\u305f\u3081\u306e\u9375\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u65b9\u6cd5\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0: \u6700\u65b0\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u306f\u3001\u901a\u5e38\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u3068\u3001\u65e2\u77e5\u306e\u554f\u984c\u3092\u4fee\u6b63\u3059\u308b\u305f\u3081\u306e\u30d1\u30c3\u30c1\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u66f4\u65b0\u3059\u308b\u3068\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u304c\u5411\u4e0a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u8a2d\u5b9a\u3092\u8abf\u6574\u3059\u308b: GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u8a2d\u5b9a\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u3067\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30af\u30ed\u30c3\u30af\u901f\u5ea6\u3001\u96fb\u5727\u3001\u30d5\u30a1\u30f3\u901f\u5ea6\u306a\u3069\u306e\u8a2d\u5b9a\u3092\u8abf\u6574\u3057\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3057\u3001\u6e29\u5ea6\u3092\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b: GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u5b9a\u671f\u7684\u306b\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3068\u3001\u307b\u3053\u308a\u3084\u30b4\u30df\u304c\u53d6\u308a\u9664\u304b\u308c\u3001\u6e29\u5ea6\u304c\u4e0b\u304c\u308a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u5727\u7e2e\u7a7a\u6c17\u3084\u6383\u9664\u6a5f\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b: \u3088\u308a\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u9ad8\u6027\u80fd\u306e GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u3001\u30b2\u30fc\u30e0\u4f53\u9a13\u3001\u304a\u3088\u3073\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u8ce2\u304f\u4f7f\u7528\u3059\u308b: GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u3092\u8ce2\u304f\u4f7f\u7528\u3059\u308b\u3068\u3001\u5bff\u547d\u304c\u5ef6\u3073\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001GPU \u3084\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u904e\u5ea6\u306e\u4f7f\u7528\u3092\u907f\u3051\u305f\u308a\u3001\u904e\u5270\u306a\u30aa\u30fc\u30d0\u30fc\u30af\u30ed\u30c3\u30af\u3092\u907f\u3051\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8981\u7d04\u3059\u308b\u3068\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8\u3068\u6700\u9069\u5316\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af \u30ab\u30fc\u30c9\u304c\u5e38\u306b\u6700\u9ad8\u306e\u72b6\u614b\u3067\u52d5\u4f5c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c6\u30b9\u30c8\u3067\u306f\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u8a55\u4fa1\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0\u3001\u8a2d\u5b9a\u306e\u8abf\u6574\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u304a\u3088\u3073 GPU \u307e\u305f\u306f\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9 \u30ab\u30fc\u30c9\u306e\u5408\u7406\u7684\u306a\u4f7f\u7528\u306b\u3088\u3063\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044 GPU\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0<\/p>\n\n\n\n<p>GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001GPU \u304c\u5e38\u306b\u9069\u5207\u304b\u3064\u5b89\u5b9a\u3057\u3066\u52d5\u4f5c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u624b\u9806\u3067\u3059\u3002GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30b5\u30fc\u30de\u30eb \u30b7\u30b9\u30c6\u30e0 \u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u306e\u8a73\u7d30\u306a\u8aac\u660e\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0: \u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306f\u3001GPU \u306e\u6b63\u5e38\u306a\u52d5\u4f5c\u3092\u78ba\u4fdd\u3057\u3001\u904e\u71b1\u3092\u56de\u907f\u3059\u308b\u305f\u3081\u306e\u9375\u3067\u3059\u3002GPU \u306f\u901a\u5e38\u3001\u30d2\u30fc\u30c8\u30b7\u30f3\u30af\u3068\u30d5\u30a1\u30f3\u3092\u4f7f\u7528\u3057\u3066\u71b1\u3092\u653e\u6563\u3057\u3001\u904e\u71b1\u3068\u4f4e\u6e29\u3092\u56de\u907f\u3057\u307e\u3059\u3002\u30d2\u30fc\u30c8\u30b7\u30f3\u30af\u306f\u901a\u5e38\u3001\u91d1\u5c5e\u307e\u305f\u306f\u30d7\u30e9\u30b9\u30c1\u30c3\u30af\u3067\u3067\u304d\u305f\u30b7\u30fc\u30c8\u72b6\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3001GPU \u30c1\u30c3\u30d7\u306b\u5bc6\u63a5\u306b\u53d6\u308a\u4ed8\u3051\u3089\u308c\u3001\u30d2\u30fc\u30c8\u30b7\u30f3\u30af\u3092\u901a\u3057\u3066\u71b1\u3092\u653e\u6563\u3057\u307e\u3059\u3002\u30d5\u30a1\u30f3\u306f\u901a\u5e38\u3001\u30e9\u30b8\u30a8\u30fc\u30bf\u30fc\u306e\u4e0a\u306b\u3042\u308a\u3001\u7a7a\u6c17\u3092\u53d6\u308a\u5165\u308c\u3066\u71b1\u3092\u653e\u6563\u3057\u307e\u3059\u3002\u9577\u671f\u9593\u4f7f\u7528\u3059\u308b\u3068\u3001\u71b1\u653e\u6563\u30b7\u30b9\u30c6\u30e0\u306b\u307b\u3053\u308a\u3084\u7834\u7247\u304c\u84c4\u7a4d\u3057\u3001\u71b1\u653e\u6563\u52b9\u7387\u3068 GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u624b\u9806: \u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3067\u306f\u3001\u6b21\u306e\u624b\u9806\u3092\u53c2\u7167\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u3092\u5207\u308a\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f: \u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u524d\u306b\u3001\u611f\u96fb\u3084\u305d\u306e\u4ed6\u306e\u4e8b\u6545\u3092\u907f\u3051\u308b\u305f\u3081\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u3092\u5207\u308a\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u3092\u629c\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u5206\u89e3: GPU \u306e\u88fd\u9020\u5143\u304c\u63d0\u4f9b\u3059\u308b\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0 \u30ac\u30a4\u30c9\u306b\u5f93\u3063\u3066\u3001\u30d2\u30fc\u30c8\u30b7\u30f3\u30af\u3068\u30d5\u30a1\u30f3\u3092\u5206\u89e3\u3057\u307e\u3059\u3002\u901a\u5e38\u3001\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u3092\u5206\u89e3\u3059\u308b\u306b\u306f\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n\n\n\n<li>\u653e\u71b1\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0: \u653e\u71b1\u30b7\u30b9\u30c6\u30e0\u3092\u5206\u89e3\u3057\u305f\u5f8c\u3001\u5727\u7e2e\u7a7a\u6c17\u3084\u6383\u9664\u6a5f\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d2\u30fc\u30c8\u30b7\u30f3\u30af\u3068\u30d5\u30a1\u30f3\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002\u307b\u3053\u308a\u3084\u7834\u7247\u3092\u3059\u3079\u3066\u5b8c\u5168\u306b\u53d6\u308a\u9664\u304d\u3001GPU \u30c1\u30c3\u30d7\u306b\u76f4\u63a5\u89e6\u308c\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u306e\u53d6\u308a\u4ed8\u3051: \u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u5f8c\u3001\u30e9\u30b8\u30a8\u30fc\u30bf\u30fc\u3068\u30d5\u30a1\u30f3\u3092\u53d6\u308a\u4ed8\u3051\u76f4\u3057\u307e\u3059\u3002GPU \u30c1\u30c3\u30d7\u306b\u3057\u3063\u304b\u308a\u3068\u53d6\u308a\u4ed8\u3051\u3066\u3001\u96fb\u6e90\u30b1\u30fc\u30d6\u30eb\u3068\u305d\u306e\u4ed6\u306e\u5fc5\u8981\u306a\u30b1\u30fc\u30d6\u30eb\u3092\u518d\u63a5\u7d9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n\n<li>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u8d77\u52d5\u3057\u307e\u3059: \u96fb\u6e90\u30b1\u30fc\u30d6\u30eb\u3092\u518d\u63a5\u7d9a\u3057\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u8d77\u52d5\u3057\u3066\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u524d\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u96fb\u6e90\u304c\u30aa\u30d5\u306b\u306a\u3063\u3066\u3044\u3066\u3001\u96fb\u6e90\u30b3\u30fc\u30c9\u304c\u629c\u304b\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u51b7\u5374\u30b7\u30b9\u30c6\u30e0\u3092\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u5f8c\u3001\u30d2\u30fc\u30c8\u30b7\u30f3\u30af\u3068\u30d5\u30a1\u30f3\u3092\u518d\u53d6\u308a\u4ed8\u3051\u3057\u3001\u96fb\u6e90\u3068\u305d\u306e\u4ed6\u306e\u5fc5\u8981\u306a\u30b1\u30fc\u30d6\u30eb\u3092\u518d\u63a5\u7d9a\u3057\u307e\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3092\u518d\u8d77\u52d5\u3057\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044 GPU \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/p>\n\n\n\n<p>GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001GPU \u304c\u5e38\u306b\u9069\u5207\u304b\u3064\u5b89\u5b9a\u3057\u3066\u52d5\u4f5c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u624b\u9806\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0: GPU \u306b\u554f\u984c\u304c\u3042\u308b\u5834\u5408\u3001\u554f\u984c\u306e\u539f\u56e0\u3092\u7a81\u304d\u6b62\u3081\u308b\u305f\u3081\u306b\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002\u4e00\u822c\u7684\u306a GPU \u306e\u554f\u984c\u306b\u306f\u3001\u8d77\u52d5\u306e\u5931\u6557\u3001\u7570\u5e38\u306a\u8868\u793a\u3001\u30af\u30e9\u30c3\u30b7\u30e5\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306e\u7d44\u307f\u8fbc\u307f\u8a3a\u65ad\u30c4\u30fc\u30eb\u307e\u305f\u306f MSI Afterburner\u3001GPU-Z \u306a\u3069\u306e\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3 \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u691c\u51fa\u3057\u3001\u554f\u984c\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0: GPU \u306e\u554f\u984c\u3092\u7279\u5b9a\u3057\u305f\u3089\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u3002\u4e00\u822c\u7684\u306a GPU \u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u65b9\u6cd5\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0: \u6700\u65b0\u306e GPU \u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u66f4\u65b0\u3059\u308b\u3053\u3068\u306f\u3001\u591a\u304f\u306e GPU \u306e\u554f\u984c\u306b\u5bfe\u3059\u308b\u52b9\u679c\u7684\u306a\u89e3\u6c7a\u7b56\u3067\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001\u65b0\u3057\u3044\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u306f\u3001GPU \u306e\u554f\u984c\u3092\u4fee\u6b63\u3059\u308b\u305f\u3081\u306e\u30d1\u30c3\u30c1\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u8a2d\u5b9a\u3092\u8abf\u6574\u3059\u308b: GPU \u8a2d\u5b9a\u3092\u8abf\u6574\u3059\u308b\u3068\u3001\u591a\u304f\u306e GPU \u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30af\u30ed\u30c3\u30af\u901f\u5ea6\u3001\u96fb\u5727\u3001\u30d5\u30a1\u30f3\u901f\u5ea6\u306a\u3069\u306e\u8a2d\u5b9a\u3092\u8abf\u6574\u3057\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u3001\u6e29\u5ea6\u3092\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0: GPU \u3092\u5b9a\u671f\u7684\u306b\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u307b\u3053\u308a\u3084\u7834\u7247\u306b\u3088\u308b GPU \u306e\u640d\u50b7\u3092\u9632\u304e\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u3092\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u5727\u7e2e\u7a7a\u6c17\u3084\u6383\u9664\u6a5f\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3067\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>GPU \u306e\u4ea4\u63db: GPU \u306b\u6df1\u523b\u306a\u554f\u984c (\u713c\u640d\u3084\u4fee\u5fa9\u4e0d\u80fd\u306a\u3069) \u304c\u3042\u308b\u5834\u5408\u306f\u3001GPU \u306e\u4ea4\u63db\u3092\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002GPU \u3092\u4ea4\u63db\u3059\u308b\u3068\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u5b89\u5b9a\u6027\u304c\u5411\u4e0a\u3057\u3001\u591a\u304f\u306e GPU \u306e\u554f\u984c\u304c\u4fee\u6b63\u3055\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5c02\u9580\u5bb6\u306e\u52a9\u3051\u3092\u6c42\u3081\u308b: GPU \u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u5c02\u9580\u5bb6\u306e\u52a9\u3051\u3092\u6c42\u3081\u3066\u304f\u3060\u3055\u3044\u3002GPU \u306e\u88fd\u9020\u5143\u307e\u305f\u306f\u4fee\u7406\u6280\u8853\u8005\u306f\u3001GPU \u306e\u554f\u984c\u306b\u5bfe\u3059\u308b\u30d8\u30eb\u30d7\u3068\u89e3\u6c7a\u7b56\u3092\u63d0\u4f9b\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001GPU \u306e\u9069\u5207\u306a\u6a5f\u80fd\u3068\u5b89\u5b9a\u6027\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u72ec\u81ea\u307e\u305f\u306f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u306e\u8a3a\u65ad\u30c4\u30fc\u30eb\u3092\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u4f7f\u7528\u3057\u3066\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0\u3001GPU \u8a2d\u5b9a\u306e\u8abf\u6574\u3001GPU \u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3001GPU \u306e\u4ea4\u63db\u306a\u3069\u306e\u65b9\u6cd5\u3092\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002GPU \u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u5c02\u9580\u5bb6\u306e\u52a9\u3051\u3092\u6c42\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/edu.ujhb.org\/?p=1808\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u3068\u89e3\u6c7a\u7b56\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3057\u3066\u304f\u3060\u3055\u3044<\/p>\n\n\n\n<p>GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306f\u3001GPU \u304c\u5e38\u306b\u9069\u5207\u304b\u3064\u5b89\u5b9a\u3057\u3066\u52d5\u4f5c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u624b\u9806\u3067\u3059\u3002\u4ee5\u4e0b\u306f\u3001GPU \u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3068\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306b\u304a\u3051\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u3068\u89e3\u6c7a\u7b56\u306e\u8a73\u7d30\u306a\u8aac\u660e\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408: GPU \u304c\u4ed6\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306b\u3088\u3063\u3066\u5e72\u6e09\u3055\u308c\u3001GPU \u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u4f4e\u4e0b\u3001\u30af\u30e9\u30c3\u30b7\u30e5\u3001\u305d\u306e\u4ed6\u306e\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u822c\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u306b\u306f\u3001\u4e0d\u9069\u5207\u306a\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001\u8907\u6570\u306e GPU \u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001\u8907\u6570\u306e\u30a6\u30a4\u30eb\u30b9\u5bfe\u7b56\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u56de\u907f\u7b56: \u4e00\u822c\u7684\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u7af6\u5408\u306e\u89e3\u6c7a\u65b9\u6cd5\u3092\u6b21\u306b\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u66f4\u65b0: \u901a\u5e38\u3001\u6700\u65b0\u306e GPU \u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306e\u30d1\u30c3\u30c1\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u6700\u65b0\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u66f4\u65b0\u3059\u308b\u3068\u3001\u591a\u304f\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u7af6\u5408\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u5197\u9577\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb: \u8907\u6570\u306e GPU \u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u307e\u305f\u306f\u30a6\u30a4\u30eb\u30b9\u5bfe\u7b56\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u304c\u767a\u751f\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5197\u9577\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u5fc5\u8981\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4fdd\u6301\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u7af6\u5408\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u9589\u3058\u308b: \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u7af6\u5408\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u9589\u3058\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u30a6\u30a4\u30eb\u30b9\u5bfe\u7b56\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u304c GPU \u7ba1\u7406\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u7af6\u5408\u3059\u308b\u5834\u5408\u306f\u3001\u3044\u305a\u308c\u304b\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u9589\u3058\u3066\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b7\u30b9\u30c6\u30e0\u306e\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7: \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3057\u3001\u4e0d\u8981\u306a\u30d5\u30a1\u30a4\u30eb\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u3059\u3079\u3066\u524a\u9664\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u72ec\u81ea\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0 \u30c4\u30fc\u30eb\u307e\u305f\u306f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3 \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b7\u30b9\u30c6\u30e0\u306e\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb: \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u3092\u89e3\u6c7a\u3067\u304d\u306a\u3044\u5834\u5408\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u691c\u8a0e\u3067\u304d\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u3092\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068\u3001\u3059\u3079\u3066\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u30af\u30ea\u30a2\u3055\u308c\u3001\u5fc5\u8981\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u304c\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5b9a\u6027\u3068\u4fe1\u983c\u6027\u304c\u78ba\u4fdd\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3064\u307e\u308a\u3001GPU \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u7af6\u5408\u3092\u89e3\u6c7a\u3059\u308b\u306b\u306f\u3001\u6700\u65b0\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u66f4\u65b0\u3059\u308b\u3001\u5197\u9577\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3001\u7af6\u5408\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u9589\u3058\u308b\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3059\u308b\u3001\u307e\u305f\u306f\u30b7\u30b9\u30c6\u30e0\u3092\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306a\u3069\u304c\u5fc5\u8981\u3067\u3059\u3002\u554f\u984c\u304c\u89e3\u6c7a\u3057\u306a\u3044\u5834\u5408\u306f\u3001\u5c02\u9580\u5bb6\u306e\u52a9\u3051\u3092\u6c42\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c4\u306b\u5408\u308f\u305b\u3066\u30a2\u30ec\u30f3\u30b8\u3057\u3066\u3082\u3089\u3048\u307e\u3059\u304b\u3002G &hellip; <\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_mi_skip_tracking":false,"footnotes":""},"categories":[23],"tags":[],"class_list":["post-2032","post","type-post","status-publish","format-standard","hentry","category-material"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts\/2032","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2032"}],"version-history":[{"count":1,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts\/2032\/revisions"}],"predecessor-version":[{"id":2033,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=\/wp\/v2\/posts\/2032\/revisions\/2033"}],"wp:attachment":[{"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2032"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2032"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/edu.ujhb.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2032"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}