{"id":11992,"date":"2020-06-12T13:19:31","date_gmt":"2020-06-12T04:19:31","guid":{"rendered":"https:\/\/game-creators.jp\/media\/?p=11992"},"modified":"2020-06-12T13:19:31","modified_gmt":"2020-06-12T04:19:31","slug":"12938","status":"publish","type":"post","link":"https:\/\/game-creators.jp\/media\/event-search\/12938\/","title":{"rendered":"\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u3011AWS\uff0bPyTorch\u3067\u52d5\u304b\u3059MaskR-CNN\u30cf\u30f3\u30ba\u30aa\u30f3\u2460 \u301c\u6982\u8ad6\uff0bAWS\u306e\u57fa\u672c\u7de8\u301c"},"content":{"rendered":"

\u65e5\u7a0b\uff1a2020\/06\/27(\u571f)16:00<\/span>\u00a0<\/span>\u301c\u00a018:00<\/span><\/p>\n

\u52df\u96c6\u671f\u9593\uff1a2020\/05\/29(\u91d1) 13:49 \u301c2020\/06\/27(\u571f) 18:00<\/p>\n

\u4f1a\u5834\uff1a<\/span>\u30aa\u30f3\u30e9\u30a4\u30f3(\u7533\u8fbc\u8005\u306b\u8a73\u7d30\u306f\u9023\u7d61\u3057\u307e\u3059)<\/span><\/p>\n

\n
\u30cf\u30c3\u30b7\u30e5\u30bf\u30b0 \uff1a#\u7269\u4f53\u691c\u51fa<\/a><\/div>\n<\/div>\n
\n\n\n\n
\u52df\u96c6\u5185\u5bb9<\/th>\n\n
\n
\n

6\/24\u307e\u3067\u306b\u652f\u6255\u3044\u304c\u78ba\u8a8d\u3067\u304d\u308b\u65b9<\/p>\n

3000<\/span>\u5186\uff08\u4f1a\u5834\u6255\u3044\uff09<\/p>\n

\u5148\u7740\u9806<\/span>
\n3\/6<\/span>\u4eba<\/p>\n<\/div>\n

\n

6\/25\u4ee5\u964d\u306e\u652f\u6255\u3044\u67a0<\/p>\n

4000<\/span>\u5186\uff08\u4f1a\u5834\u6255\u3044\uff09<\/p>\n

\u5148\u7740\u9806<\/span>
\n0\/1<\/span>\u4eba<\/p>\n<\/div>\n

\n

\u53d7\u8b1b\u5f8c\u652f\u6255\u3044<\/p>\n

5000<\/span>\u5186\uff08\u4f1a\u5834\u6255\u3044\uff09<\/p>\n

\u5148\u7740\u9806<\/span>
\n0\/1<\/span>\u4eba<\/p>\n<\/div>\n<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5185\u5bb9\u6982\u8981<\/h3>\n
\n
\u5168<\/span>3<\/span>\u56de\u3092\u901a\u3057\u3066\u3001\u753b\u50cf\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u306b\u30de\u30b9\u30af\uff08\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\uff09\u3092\u304b\u3051\u308b<\/span>\r\nMaskR<\/span>-<\/span>CNN\u30e2\u30c7\u30eb\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u3092\u5b9f\u65bd\u3057\u307e\u3059<\/span>\uff01<\/span>\r\n\r\n\r\ncoco\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/span>(<\/span>\u5bb9\u91cf\u304c<\/span>50<\/span>GByte\u7a0b\u3042\u308b<\/span>)<\/span>\u3092\u7528\u3044\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3081\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u306f<\/span>\r\n\u9ad8\u6027\u80fd\u306e<\/span>GPU\u74b0\u5883\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059<\/span>\u3002\u81ea\u524d\u3067\u74b0\u5883\u3092\u6574\u3048\u308b\u3068\u306a\u308b\u3068\u305d\u308c\u306a\u308a\u306b\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308a\u307e\u3059\u304c\u3001<\/span>\r\nAWS<\/span> EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u3046\u3053\u3068\u3067<\/span>\u3001\u8cfc\u5165\u3059\u308b\u3068<\/span>100<\/span>\u4e07\u5186\u8fd1\u304f\u3059\u308b\u9ad8\u6027\u80fd<\/span>GPU<\/span>\uff08<\/span>NVIDIA<\/span> Tesla<\/span> K80<\/span>\uff09\u3092<\/span>\r\n\u683c\u5b89\u3067\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span>\r\n\r\n\u6628\u4eca\u3001<\/span>AI\u30e2\u30c7\u30eb\u306e\u9032\u6b69\u306b\u3088\u308a<\/span>\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u9ad8\u6027\u80fd<\/span>GPU\u74b0\u5883\u304c\u5fc5\u8981\u306a\u5834\u9762\u304c\u5897\u3048\u3066\u304d\u3066\u3044\u307e\u3059<\/span>\u3002<\/span>\r\n\u305d\u3053\u3067\u3001\u304a\u624b\u8efd\u306b\u9ad8\u6027\u80fd<\/span>GPU\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u30af\u30e9\u30a6\u30c9<\/span>\uff08<\/span>AWS<\/span>\uff09\u6280\u8853\u3092\u5b66\u3076\u3068\u5f79\u306b\u7acb\u3064\u5834\u9762\u3082<\/span>\r\n\u4eca\u5f8c\u751f\u3058\u3046\u308b\u3068\u601d\u308f\u308c\u307e\u3059\u3002<\/span>\r\n\r\n\u4eca\u56de\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u3067\u306f\u5168<\/span>3<\/span>\u56de\u3092\u901a\u3058\u3066\u3001\u5272\u3068\u6700\u65b0\u306e\u7269\u4f53\u691c\u51fa\uff08<\/span>Mask<\/span> R<\/span>-<\/span>CNN<\/span>\uff09\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u305f<\/span>\r\n\u72ec\u81ea\u30c7\u30fc\u30bf\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u307e\u3059\u3002<\/span>\r\n\u307e\u305f\u3001<\/span>AI\u3092\u4f7f\u3046\u306b\u3042\u305f\u3063\u3066\u9762\u5012\u304f\u3055\u3044\u74b0\u5883\u69cb\u7bc9<\/span>\uff08<\/span>CUDA<\/span>\u3001<\/span>Pytorch<\/span>\u3001<\/span>Python\u306a\u3069\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/span>\uff09\u3092\u7701\u3044\u305f<\/span>\r\n\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u3084\u308a\u65b9\u3092\u5b66\u3073\u307e\u3059\u3002<\/span>\r\n\r\n\r\n\u521d\u56de\u306f\u7c21\u5358\u306a\u6982\u8ad6\u306e\u89e3\u8aac\u3068\u3001<\/span>AWS\u3092\u5229\u7528\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u306e\u57fa\u672c\u77e5\u8b58\u306e\u89e3\u8aac\u3092\u884c\u3044\u307e\u3059<\/span>\u3002<\/span>\r\n\u4e0b\u8a18\u304c\u5168<\/span>3<\/span>\u56de\u3092\u901a\u3057\u305f\u30a2\u30b8\u30a7\u30f3\u30c0\u3068\u306a\u308a\u307e\u3059\u3002<\/span>\r\n\r\n\u3000\u7b2c<\/span>1<\/span>\u56de<\/span>\u3000\u6982\u8ad6\u3068<\/span>AWS\u306e\u30ed\u30b0\u30a4\u30f3\u306e\u57fa\u790e\u77e5\u8b58<\/span>\r\n\u3000\u7b2c<\/span>2<\/span>\u56de<\/span>\u3000\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305f\u63a8\u8ad6\u306e\u5b9f\u884c\uff08<\/span>AWS\u74b0\u5883\u4e0b\u3067\u5b9f\u65bd<\/span>\uff09<\/span>\r\n\u3000\u7b2c<\/span>3<\/span>\u56de<\/span>\u3000COCO\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u72ec\u81ea\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u305fMaskRCNN\u306e\u5b66\u7fd2<\/span>\uff08\u203b\u7b2c<\/span>2<\/span>\u56de\u3092\u53d7\u8b1b\u3055\u308c\u305f\u65b9\u306e\u307f\u53c2\u52a0\u53ef\u80fd\uff09<\/span>\r\n\r\n\u3000\u203b\u7b2c<\/span>1<\/span>\u56de\u76ee\u3067\u306f\u57fa\u672c\u7684\u306a<\/span>AI\u74b0\u5883\u304c\u69cb\u7bc9\u6e08\u307f\u306eUbuntu18<\/span>.<\/span>4<\/span>\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/span>\r\n\u3000\u3000AWS\u3092\u4f7f\u3044\u5012\u3057\u3066\u3044\u308b\u6280\u8853\u8005\u306e\u65b9\u306f\u7b2c2\u56de\u76ee\u3088\u308a\u53c2\u52a0\u9802\u3044\u3066\u3082\u69cb\u3044\u307e\u305b\u3093<\/span>\u3002<\/span>\r\n\u3000\u3000\u7b2c<\/span>2<\/span>\u56de\u76ee\u304b\u3089\u53c2\u52a0\u306e\u65b9\u306f\u4ee5\u4e0b\u306e\u524d\u63d0\u3092\u6e80\u305f\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\r\n\r\n\u3000\u3000\u5fc5\u9808\u4e8b\u9805<\/span>\r\n\u3000\u3000\u3000-<\/span> AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u6e08<\/span>\r\n\u3000\u3000\u3000-<\/span> EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4f7f\u3044\u65b9\u3092\u7406\u89e3\u3057\u3066\u3044\u308b<\/span>\u3001<\/span>\r\n\u3000\u3000\u3000-<\/span> Unix\u306e\u57fa\u672c\u7684\u306a\u64cd\u4f5c<\/span>\uff08<\/span>vi\u30a8\u30c7\u30a3\u30bf\u3084\u30d1\u30a4\u30d7\u304c\u554f\u984c\u306a\u304f\u4f7f\u3048\u308b<\/span>\uff09<\/span>\r\n\u3000\u3000\u3000-<\/span> EC2\u3067\u4ee5\u4e0b\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u3067\u304d\u3066\u3044\u308b\u5fc5\u8981\u3042\u308a<\/span>\r\n\u3000\u3000\u3000\u3000Ubuntu18<\/span>.<\/span>4<\/span>\u3001<\/span>CUDA10<\/span>.<\/span>1<\/span>.<\/span>243<\/span>\u3001<\/span>cudnn7<\/span>.<\/span>6<\/span>.<\/span>3<\/span>\u3001<\/span>Pytorch1<\/span>.<\/span>3<\/span>.<\/span>1<\/span>\u3001<\/span>Python3<\/span>.<\/span>6<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u958b\u50ac\u65e5\u7a0b<\/h3>\n
\n
6<\/span>\/<\/span>27<\/span>\uff08\u571f\uff09<\/span>\r\n\u53d7\u4ed8\uff1a<\/span> 15<\/span>:<\/span>50<\/span>\uff5e<\/span>16<\/span>:<\/span>00<\/span>\r\n\u8b1b\u7fa9\uff1a<\/span> 16<\/span>:<\/span>00<\/span>\uff5e<\/span>18<\/span>:<\/span>00<\/span>\r\n\r\n\u203b<\/span>\r\n\u9014\u4e2d<\/span>5<\/span>\u5206\u307b\u3069\u306e\u4f11\u61a9\u3092<\/span>1<\/span>\u56de\u8a2d\u3051\u308b\u4e88\u5b9a\u3067\u3059\u3002<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u9032\u3081\u65b9<\/h3>\n
\n
\u3000\u4eca\u56de\u306f\u5b9f\u88c5\u30e1\u30a4\u30f3\u3067\u9032\u3081\u308b\u305f\u3081\u3001\u7406\u8ad6\u306e\u8aac\u660e\u306f\u8efd\u304f\u306b\u3068\u3069\u3081\u307e\u3059\u3002<\/span>\r\n\u3000AWS<\/span> EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f\u6700\u521d\u304b\u3089\u4f5c\u308a\u307e\u3059<\/span>\u3002<\/span>AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u3064\u3044\u3066\u3060\u3051\u4e8b\u524d\u4f5c\u6210\u3092\u304a\u9858\u3044\u3057\u307e\u3059<\/span>\u3002<\/span>\r\n\u3000\uff08<\/span>AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u624b\u9806<\/span>\uff1a<\/span>https<\/span>:<\/span>\/\/<\/span>aws<\/span>.<\/span>amazon<\/span>.<\/span>com<\/span>\/<\/span>jp<\/span>\/<\/span>register<\/span>-<\/span>flow<\/span>\/<\/span>\uff09<\/span>\r\n\r\n\u3000\u81ea\u5206\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3067<\/span>AWS\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u305f\u3042\u3068\u306f\u7c21\u5358\u306a\u89e3\u8aac<\/span>\uff0b\u624b\u9806\u66f8\u3092\u898b\u306a\u304c\u3089\u306e\u69cb\u7bc9\u3068\u306a\u308a\u307e\u3059\u3002<\/span>\r\n\u3000\u305d\u306e\u969b\u3001\u4e0d\u660e\u306a\u500b\u6240\u306f\u968f\u6642\u8cea\u554f\u3092\u53d7\u3051\u4ed8\u3051\u307e\u3059\u3002<\/span>\r\n\u3000\r\n\u3000\u6ce8\u610f\u4e8b\u9805<\/span>\r\n\u3000\u3000\u3068\u3053\u308d\u3069\u3053\u308d<\/span>vi\u30a8\u30c7\u30a3\u30bf\u3092\u4f7f\u3046\u7b87\u6240\u304c\u3042\u308b\u305f\u3081<\/span>\u3001<\/span>\r\n\u3000\u3000vi\u30a8\u30c7\u30a3\u30bf\u3092\u4f7f\u3063\u305f\u3053\u3068\u304c\u306a\u3044\u65b9\u306f<\/span>\u3001\u3042\u3089\u304b\u3058\u3081\u7df4\u7fd2\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\r\n\u3000\u3000\u2193\u4e0b\u8a18\u30ec\u30d9\u30eb\u3067\u5341\u5206\u3067\u3059\u3002<\/span>\r\n\u3000\u3000https<\/span>:<\/span>\/\/<\/span>lib<\/span>-<\/span>arts<\/span>.<\/span>hatenablog<\/span>.<\/span>com<\/span>\/<\/span>entry<\/span>\/<\/span>master_CUI1<\/span>\r\n\u3000\u3000https<\/span>:<\/span>\/\/<\/span>lib<\/span>-<\/span>arts<\/span>.<\/span>hatenablog<\/span>.<\/span>com<\/span>\/<\/span>entry<\/span>\/<\/span>master_CUI2<\/span>\r\n\u3000\u3000https<\/span>:<\/span>\/\/<\/span>lib<\/span>-<\/span>arts<\/span>.<\/span>hatenablog<\/span>.<\/span>com<\/span>\/<\/span>entry<\/span>\/<\/span>master_CUI3<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u30a2\u30b8\u30a7\u30f3\u30c0\uff08\u7b2c1\u56de\uff09<\/h3>\n
\n
\u30fb<\/span>MaskRCNN\u306e\u6982\u8ad6<\/span>\uff08<\/span>10<\/span>\u5206\uff09<\/span>\r\n-><\/span> \u3069\u306e\u3088\u3046\u306a\u30e2\u30c7\u30eb\u306a\u306e\u304b\u3092\u7c21\u5358\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002<\/span>\r\n\r\n\u30fb<\/span>AWS\u3092\u5229\u7528\u3059\u308b\u306b\u3042\u305f\u3063\u3066<\/span>\uff08<\/span>100<\/span>\u5206\uff09<\/span>\r\n\u3000\u3000SSH\u30ed\u30b0\u30a4\u30f3<\/span>\uff06\u516c\u958b\u9375\u8a8d\u8a3c\u306e\u7c21\u5358\u306a\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066<\/span>\r\n\u3000\u3000\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u4f5c\u6210<\/span>(<\/span>\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fc\u88fd\u3092\u4f7f\u7528\u3057\u307e\u3059<\/span>)<\/span>\r\n\u3000\u3000\u4f5c\u6210\u3057\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3078\u306e\u30ed\u30b0\u30a4\u30f3\u30c6\u30b9\u30c8<\/span>\r\n\u3000\u3000Python\u306e\u5b9f\u884c\u3068\u5b9f\u884c\u6642\u306e\u6ce8\u610f\u70b9\u3092\u89e3\u8aac<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u958b\u767a\u74b0\u5883<\/h3>\n
\n
\u74b0\u5883\uff1a<\/span>AWS<\/span> EC2<\/span>\uff08<\/span>p2<\/span>.<\/span>xlarge<\/span>\uff09<\/span>\r\nOS<\/span>  :<\/span> Ubuntu18<\/span>.<\/span>04<\/span>\r\n\u8a00\u8a9e\uff1a<\/span>Python3<\/span>.<\/span>6<\/span>\u3001<\/span>Pytorch1<\/span>.<\/span>3<\/span>.<\/span>7<\/span>\r\n\r\n\u4eca\u56de\u306f\u53d7\u8b1b\u8005\u306e\u65b9\u305d\u308c\u305e\u308c\u306e<\/span>AWS\u74b0\u5883\u3092\u4f7f\u7528\u3057\u305f\u30cf\u30f3\u30ba\u30aa\u30f3\u3068\u306a\u308a\u307e\u3059<\/span>\u3002<\/span>\r\n\u305d\u306e\u305f\u3081\u3001\u4e8b\u524d\u306b\u5fc5\u305a<\/span>AWS\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u3092\u884c\u3063\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044<\/span>\u3002<\/span>\r\n\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u624b\u9806\uff08<\/span>https<\/span>:<\/span>\/\/<\/span>aws<\/span>.<\/span>amazon<\/span>.<\/span>com<\/span>\/<\/span>jp<\/span>\/<\/span>register<\/span>-<\/span>flow<\/span>\/<\/span>\uff09<\/span>\r\n\r\n\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u306b\u306f\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u767b\u9332\u306a\u3069\u306e\u9762\u5012\u306a\u624b\u7d9a\u304d\u304c\u767a\u751f\u3059\u308b\u305f\u3081<\/span>\r\n\u30cf\u30f3\u30ba\u30aa\u30f3\u4e2d\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210\u306f\u6642\u9593\u7684\u306b\u96e3\u3057\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u4f1a\u5834<\/h3>\n
\n
\u30aa\u30f3\u30e9\u30a4\u30f3\u958b\u50ac\u3068\u3057\u307e\u3059\u3002<\/span>\r\nZoom\u3092\u7528\u3044\u3066\u4e3b\u50ac\u8005\u306e\u753b\u9762\u3092\u53c2\u52a0\u8005\u3068\u5171\u6709\u3057<\/span>\u3001\u9032\u884c\u4e88\u5b9a\u3067\u3059\u3002<\/span>\r\n\u958b\u59cb<\/span>30<\/span>\u5206\u524d\u306b\u306a\u3063\u305f\u3089\u4ee5\u4e0b\u306e<\/span>zoom\u90e8\u5c4b\u3092\u8d77\u52d5\u3057\u307e\u3059<\/span>\r\n\u968f\u6642\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span>\r\n\u30ed\u30b0\u30a4\u30f3\u5f8c\u306b\u624b\u9806\u66f8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u9802\u304f\u305f\u3081\u3001<\/span>15<\/span>\u5206\u524d\u306b\u306f\u30ed\u30b0\u30a4\u30f3\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/span>\r\n\r\n\u203b<\/span> \u90e8\u5c4b\u306e\u8a73\u7d30\u306f\u7533\u8fbc\u8005\u306b\u3054\u9023\u7d61\u3057\u307e\u3059\u3002<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u5bfe\u8c61\u8005<\/h3>\n
\n
\u30fb\u30af\u30e9\u30a6\u30c9\u3092\u4f7f\u3063\u305f<\/span>AI\u958b\u767a\u3092\u884c\u3044\u305f\u3044\u65b9<\/span>\r\n\u30fb\u7269\u4f53\u691c\u51fa\u7cfb\u306e<\/span>AI\u958b\u767a\u306b\u8208\u5473\u304c\u3042\u308b\u65b9<\/span>\r\n\u30fb\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306b\u8208\u5473\u304c\u3042\u308b\u65b9<\/span>\r\n\u30fb\u753b\u50cf\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u60c5\u5831\u3092\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u5316\u3057\u3066\u6d3b\u7528\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u65b9<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u5bfe\u8c61\u30ec\u30d9\u30eb\uff08\u51683\u56de\u3092\u901a\u3057\u3066\uff09<\/h3>\n
\n
\u30fb\u57fa\u672c\u7684\u306a<\/span>PC\u64cd\u4f5c\u306b\u554f\u984c\u304c\u306a\u3044\u65b9<\/span>\r\n\u30fb<\/span>Unix\u7cfbOS\u3092\u3042\u308b\u7a0b\u5ea6\u4f7f\u3044\u3053\u306a\u305b\u308b\u65b9<\/span>\r\n\u3000\u21d2<\/span>vi<\/span>\u3001<\/span>ls<\/span>\u3001<\/span>pwd<\/span>\u3001<\/span>cat<\/span>\u3001<\/span>grep<\/span>\u3001\u30d1\u30a4\u30d7\u306a\u3069\u306f\u77e5\u3063\u3066\u3044\u308b\u524d\u63d0\u3067\u9032\u3081\u307e\u3059\u3002<\/span>\r\n\u30fb<\/span>Python\u306e\u7d4c\u9a13\u306f\u3042\u308b\u7a0b\u5ea6\u5fc5\u8981\u3067\u3059\u304c<\/span>\u3001<\/span>PyTorch\u306e\u7d4c\u9a13\u306f\u306a\u304f\u3066\u3082\u554f\u984c\u3042\u308a\u307e\u305b\u3093<\/span>\u3002<\/span>\r\n\r\n\u203b<\/span> AWS\u306eEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u30d0\u30ea\u30d0\u30ea\u958b\u767a\u3055\u308c\u3066\u3044\u308b\u65b9\u306f\u7b2c1\u56de\u3092\u30b9\u30ad\u30c3\u30d7\u3059\u308b\u5f62\u3067\u5927\u4e08\u592b\u3067\u3059<\/span>\u3002<\/span>\r\n\u21d2<\/span> \u3053\u308c\u307e\u3067\u306e\u958b\u50ac\u3067\u306f\u30ea\u30e2\u30fc\u30c8\u30ed\u30b0\u30a4\u30f3\u304c\u3067\u304d\u306a\u3044\u30b1\u30fc\u30b9\u304c\u898b\u53d7\u3051\u3089\u308c\u307e\u3057\u305f\u306e\u3067\u3001\u4e0d\u5b89\u306e\u3042\u308b\u65b9<\/span>\r\n\u306f\u5fc5\u305a\u7b2c<\/span>1<\/span>\u56de\u306b\u53c2\u52a0\u3059\u308b\u3088\u3046\u306b\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u8b1b\u5e2b\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb<\/h3>\n
\n
\u540d\u524d\uff1a\u6e05\u5143\u90a6\u592b<\/span>\r\n\u682a\u5f0f\u4f1a\u793e\u6f2b\u753b\u30d1\u30fc\u30c4\u751f\u6210\u6240<\/span> \u4ee3\u8868<\/span>\r\nhttps<\/span>:<\/span>\/\/<\/span>mangaparts<\/span>.<\/span>com<\/span>\/<\/span>\r\n\r\n\u753b\u50cf\u51e6\u7406\u7cfb\u306e\u304a\u4ed5\u4e8b\u3092\u4e2d\u5fc3\u306b\u3084\u3063\u3066\u3044\u307e\u3059\u3002<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u5f53\u65e5\u306e\u7528\u610f<\/h3>\n
\n
\u30fb<\/span>PC<\/span>\r\n\u30fb\u3054\u81ea\u8eab\u306e<\/span>AWS\u30a2\u30ab\u30a6\u30f3\u30c8<\/span>\r\n\u30fb\u3010\u63a8\u5968\u3011\u5b89\u5b9a\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u74b0\u5883<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u8cbb\u7528<\/h2>\n
\n
\u30fb<\/span>3<\/span>,<\/span>000<\/span>\u5186<\/span> (<\/span>6<\/span>\/<\/span>24<\/span>\u307e\u3067\u306b\u652f\u6255\u3044\u304c\u78ba\u8a8d\u3067\u304d\u308b\u5834\u5408<\/span>)<\/span>\r\n\u30fb<\/span>4<\/span>,<\/span>000<\/span>\u5186<\/span> (<\/span>6<\/span>\/<\/span>25<\/span>\u4ee5\u964d\u306e\u652f\u6255\u3044\u306e\u5834\u5408<\/span>)<\/span>\r\n\u30fb<\/span>5<\/span>,<\/span>000<\/span>\u5186<\/span> (<\/span>\u53d7\u8b1b\u5f8c\u652f\u6255\u3044\u306e\u5834\u5408<\/span>)<\/span>\r\n\r\n\u203b<\/span> \u521d\u56de\u306f<\/span>AWS\u5229\u7528\u306b\u3042\u305f\u3063\u3066\u306e\u57fa\u672c\u4e8b\u9805\u306a\u306e\u30673<\/span>,<\/span>000<\/span>\u5186\u3068\u3057\u307e\u3057\u305f\u3002\r\n\u7b2c<\/span>2<\/span>\u56de\u3001\u7b2c<\/span>3<\/span>\u56de\u306f\u30e1\u30a4\u30f3<\/span>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u305f\u3081\u3001<\/span>5<\/span>,<\/span>000<\/span>\u5186\u3068\u306a\u308a\u307e\u3059\u3002<\/span>\r\n\u203b<\/span> \u9818\u53ce\u66f8\u767a\u884c\u306e\u969b\u306f\u4e8b\u52d9\u624b\u6570\u6599\u3068\u3057\u3066\u8ffd\u52a0<\/span>1<\/span>,<\/span>000<\/span>\u5186\u306e\u304a\u652f\u6255\u3044\u3092\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3044\u305f\u3057\u307e\u3059<\/span>\r\n\u203b<\/span> \u6c7a\u6e08\u306f\u4e0b\u8a18\u3088\u308a\u8a72\u5f53\u91d1\u984d\u306e\u8cfc\u5165\u3092\u304a\u9858\u3044\u3057\u307e\u3059\u3002\r\n\uff08\u8ffd\u52a0\u8cbb\u7528\u304c\u304b\u304b\u308b\u969b\u306f<\/span>BOOST\u3067\u8ffd\u52a0\u304f\u3060\u3055\u3044<\/span>\u3002\uff09<\/span>\r\nhttps<\/span>:<\/span>\/\/<\/span>lib<\/span>-<\/span>arts<\/span>.<\/span>booth<\/span>.<\/span>pm<\/span>\/<\/span>items<\/span>\/<\/span>1834855<\/span>\r\n\r\n\u203b<\/span> \u30ad\u30e3\u30f3\u30bb\u30eb\u306b\u3064\u304d\u307e\u3057\u3066\u306f\u8fd4\u91d1\u306f\u3067\u304d\u307e\u305b\u3093\u304c\u3001\u91d1\u984d\u5206\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u9001\u4ed8\u307e\u305f\u306f\u3001<\/span>1<\/span>\u304b\u6708\u4ee5\u5185\u306e<\/span>\r\n\u5225\u8b1b\u5ea7\u3078\u306e\u53c2\u52a0\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span>\r\n\u2193\u30c6\u30ad\u30b9\u30c8\u306f\u4e0b\u8a18\u3088\u308a\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span>\r\nhttps<\/span>:<\/span>\/\/<\/span>lib<\/span>-<\/span>arts<\/span>.<\/span>booth<\/span>.<\/span>pm<\/span>\/<\/span>items<\/span>\/<\/span>1912668<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u5b9a\u54e1<\/h2>\n
\n
8<\/span>\u540d\uff08\u4eba\u6570\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3057\u307e\u3059\uff09<\/span>\r\n<\/span><\/pre>\n<\/div>\n
\u5099\u8003<\/h3>\n
\n
\u4e0b\u8a18\u30da\u30fc\u30b8\u3067\u69d8\u3005\u306a\u30c6\u30ad\u30b9\u30c8\u304c\u5165\u624b\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/span>\r\n\u3088\u308d\u3057\u3051\u308c\u3070\u3053\u3061\u3089\u3082\u3054\u691c\u8a0e\u3044\u305f\u3060\u3051\u307e\u3057\u305f\u3089\u5b09\u3057\u3044\u3067\u3059\uff01\uff01<\/span>\r\nhttps<\/span>:<\/span>\/\/<\/span>lib<\/span>-<\/span>arts<\/span>.<\/span>booth<\/span>.<\/span>pm<\/span>\/\r\n<\/span><\/span><\/pre>\n
\u30a8\u30f3\u30c8\u30ea\u30fc\u5148<\/h2>\n
https:\/\/liberal-arts-for-tech.connpass.com\/event\/177800\/<\/a><\/p>\n
\"\"<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"\u65e5\u7a0b\uff1a2020\/06\/27(\u571f)16:00\u00a0\u301c\u00a018:00 \u52df\u96c6\u671f\u9593\uff1a2020\/05\/29(\u91d1) 13:49 \u301c2020\/06\/...","protected":false},"author":15,"featured_media":11993,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u3011AWS\uff0bPyTorch\u3067\u52d5\u304b\u3059MaskR-CNN\u30cf\u30f3\u30ba\u30aa\u30f3\u2460 \u301c\u6982\u8ad6\uff0bAWS\u306e\u57fa\u672c\u7de8\u301c","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_links_to":"","_links_to_target":""},"categories":[11],"tags":[50,53,57,54],"class_list":["post-11992","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-event-search","tag-engineer","tag-experienced","tag-study-group","tag-inexperience"],"acf":[],"yoast_head":"\n\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u3011AWS\uff0bPyTorch\u3067\u52d5\u304b\u3059MaskR-CNN\u30cf\u30f3\u30ba\u30aa\u30f3\u2460 \u301c\u6982\u8ad6\uff0bAWS\u306e\u57fa\u672c\u7de8\u301c<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/game-creators.jp\/media\/event-search\/12938\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u30aa\u30f3\u30e9\u30a4\u30f3\u3011AWS\uff0bPyTorch\u3067\u52d5\u304b\u3059MaskR-CNN\u30cf\u30f3\u30ba\u30aa\u30f3\u2460 \u301c\u6982\u8ad6\uff0bAWS\u306e\u57fa\u672c\u7de8\u301c\" \/>\n<meta property=\"og:description\" content=\"\u65e5\u7a0b\uff1a2020\/06\/27(\u571f)16:00\u00a0\u301c\u00a018:00 \u52df\u96c6\u671f\u9593\uff1a2020\/05\/29(\u91d1) 13:49 \u301c2020\/06\/...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/game-creators.jp\/media\/event-search\/12938\/\" \/>\n<meta property=\"og:site_name\" content=\"GAME CREATORS | \u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306e\u300c\u50cd\u304f\u300d\u7814\u7a76\u6240-\u30b2\u30fc\u30e0\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u30ba\" \/>\n<meta property=\"article:published_time\" content=\"2020-06-12T04:19:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/game-creators.jp\/media\/wp-content\/uploads\/2020\/06\/27fee88be16bb5240fad87c2516a9602.png\" \/>\n\t<meta property=\"og:image:width\" content=\"659\" \/>\n\t<meta property=\"og:image:height\" content=\"260\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"event_02\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"event_02\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" 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