{"id":4813,"date":"2020-01-01T00:00:00","date_gmt":"2019-12-31T15:00:00","guid":{"rendered":"https:\/\/majisemi.com\/topics\/uncategorized\/4813\/"},"modified":"2020-01-01T00:00:00","modified_gmt":"2019-12-31T15:00:00","slug":"%e3%80%90oss%e6%83%85%e5%a0%b1%e3%82%a2%e3%83%bc%e3%82%ab%e3%82%a4%e3%83%96%e3%80%91microsoft-cognitive-toolkit","status":"publish","type":"post","link":"https:\/\/majisemi.com\/topics\/oss\/4813\/","title":{"rendered":"\u3010OSS\u60c5\u5831\u30a2\u30fc\u30ab\u30a4\u30d6\u3011Microsoft Cognitive Toolkit"},"content":{"rendered":"<p><small><span style=\"border-bottom: solid 5px red;\">\u203b\u5f53\u8a18\u4e8b\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u306f\u3001\u53e4\u304f\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8\u3067\u6700\u65b0\u60c5\u5831\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/span><\/small><\/p>\n<div id=\"ez-toc-container\" 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ez-toc-heading-32\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E3%80%8C%E9%81%8E%E9%81%A9%E5%90%88%E3%80%8D%E3%81%A8%E3%80%8C%E3%82%A2%E3%83%B3%E3%83%80%E3%83%BC%E3%83%95%E3%82%A3%E3%83%83%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0%E3%80%8D\" >\u300c\u904e\u9069\u5408\u300d\u3068\u300c\u30a2\u30f3\u30c0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u300d<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E2%96%A0%E6%A6%82%E8%A6%81-3\" >\u25a0\u6982\u8981<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E2%96%A0%E9%81%8E%E5%89%B0%E9%81%A9%E5%90%88\" >\u25a0\u904e\u5270\u9069\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E2%96%A0%E3%82%A2%E3%83%B3%E3%83%80%E3%83%BC%E3%83%95%E3%82%A3%E3%83%83%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0\" >\u25a0\u30a2\u30f3\u30c0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E3%80%8CMicrosoft_Cognitive_Toolkit%E3%80%8D%E3%81%AE%E3%83%A2%E3%83%87%E3%83%AB%E7%9B%A3%E8%A6%96%E6%A9%9F%E8%83%BD\" >\u300cMicrosoft Cognitive Toolkit\u300d\u306e\u30e2\u30c7\u30eb\u76e3\u8996\u6a5f\u80fd<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E3%82%B3%E3%83%BC%E3%83%AB%E3%83%90%E3%83%83%E3%82%AF%E6%A9%9F%E8%83%BD\" >\u30b3\u30fc\u30eb\u30d0\u30c3\u30af\u6a5f\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E7%9B%A3%E8%A6%96%E3%83%84%E3%83%BC%E3%83%AB\" >\u76e3\u8996\u30c4\u30fc\u30eb<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E2%96%A0ProgressPrinter\" >\u25a0ProgressPrinter<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/majisemi.com\/topics\/oss\/4813\/#%E2%96%A0TensorBoard\" >\u25a0TensorBoard<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8CMicrosoft_Cognitive_Toolkit%E3%80%8D%E3%81%A8%E3%81%AF\"><\/span>\u300cMicrosoft Cognitive Toolkit\u300d\u3068\u306f<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E6%A6%82%E8%A6%81\"><\/span>\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>Microsoft Cognitive Toolkit(CNTK)<\/strong>(\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u30b3\u30b0\u30cb\u30c6\u30a3\u30d6\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8)\u3068\u306f\u3001Microsoft\u304c\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u300c\u7d71\u5408\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u300d\u3067\u3059\u3002<\/p>\n<p><font color='red'>\u203bCNTK\u306f\u6d88\u6975\u7684\u958b\u767a\u6bb5\u968e\u306b\u5165\u3063\u3066\u304a\u308a\u3001\u300cONNX\u300d\u306e\u5229\u7528\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/font><\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E5%9F%BA%E6%9C%AC%E8%AA%AC%E6%98%8E\"><\/span>\u57fa\u672c\u8aac\u660e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u300cMicrosoft Cognitive Toolkit(CNTK)\u300d\u306e\u6709\u5411\u30b0\u30e9\u30d5\u3092\u4ecb\u3057\u305f\u4e00\u9023\u306e\u8a08\u7b97\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u8a18\u8ff0\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u30d5\u30a3\u30fc\u30c9\u30d5\u30a9\u30ef\u30fc\u30c9\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u6642\u7cfb\u5217\u4e88\u6e2c\u30b7\u30b9\u30c6\u30e0\u300d\u3084\u300c\u7573\u307f\u8fbc\u307f\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(CNN)\u753b\u50cf\u5206\u985e\u5668\u300d\u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u6df1\u5c64\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u6709\u5411\u30b0\u30e9\u30d5\u306b\u304a\u3044\u3066\u3001\u30ea\u30fc\u30d5\u30ce\u30fc\u30c9\u306f\u300c\u5165\u529b\u5024(\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d1\u30e9\u30e1\u30fc\u30bf)\u300d\u3092\u8868\u3057\u3001\u4ed6\u30ce\u30fc\u30c9\u306f\u300c\u884c\u5217\u307e\u305f\u306f\u30c6\u30f3\u30bd\u30eb\u6f14\u7b97\u300d\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n<p>\u300c\u78ba\u7387\u7684\u52fe\u914d\u964d\u4e0b\u6cd5\u5b66\u7fd2\u300d\u3092\u5b9f\u88c5\u3057\u3001\u8907\u6570GPU\u3068\u30b5\u30fc\u30d0\u9593\u3067\u81ea\u52d5\u5fae\u5206\u3068\u4e26\u5217\u5316\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"CNTK%E3%81%AF%E3%80%8C%E6%B6%88%E6%A5%B5%E7%9A%84%E3%80%8D%E9%96%8B%E7%99%BA%E6%AE%B5%E9%9A%8E\"><\/span>CNTK\u306f\u300c\u6d88\u6975\u7684\u300d\u958b\u767a\u6bb5\u968e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%A1%E3%82%A4%E3%83%B3%E3%83%AA%E3%83%AA%E3%83%BC%E3%82%B9%E7%B5%82%E4%BA%86\"><\/span>\u25a0\u30e1\u30a4\u30f3\u30ea\u30ea\u30fc\u30b9\u7d42\u4e86<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>2021\u5e748\u6708\u6642\u70b9\u3067\u3001CNTK\u306f\u7a4d\u6975\u7684\u306b\u958b\u767a\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>\u300cVer2.7\u30ea\u30ea\u30fc\u30b9\u300d\u304c\u3001CNTK\u306e\u6700\u5f8c\u306e\u30e1\u30a4\u30f3\u30ea\u30ea\u30fc\u30b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30d0\u30b0\u4fee\u6b63\u306e\u305f\u3081\u306e\u30de\u30a4\u30ca\u30fc\u30ea\u30ea\u30fc\u30b9\u304c\u63d0\u4f9b\u3055\u308c\u308b\u53ef\u80fd\u6027\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u4ee5\u964d\u306e\u65b0\u6a5f\u80fd\u958b\u767a\u306e\u8a08\u753b\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><a href='https:\/\/docs.microsoft.com\/en-us\/cognitive-toolkit\/releasenotes\/cntk_2_7_release_notes' target='jumpsite' rel=\"noopener\">\u2192docs.microsoft.com\u3000\u2192cognitive-toolkit\u3000\u2192releasenotes\u3000\u2192CNTK v2.7 Release Notes<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%80%8CONNX%E3%80%8D%E3%81%AE%E5%88%A9%E7%94%A8%E3%82%92%E6%8E%A8%E5%A5%A8\"><\/span>\u25a0\u300cONNX\u300d\u306e\u5229\u7528\u3092\u63a8\u5968<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300cONNX(Open Neural Network Exchange)\u300d\u3068\u306f\u300c\u76f8\u4e92\u904b\u7528\u53ef\u80fd\u306aAI\u30e2\u30c7\u30eb\u306e\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u300d\u3067\u3059\u3002<\/p>\n<p>Microsoft\u304c\u5171\u540c\u958b\u767a\u306b\u53c2\u52a0\u3057\u3001\u4ed6\u306e\u591a\u304f\u306e\u958b\u767a\u8005\u304c\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3059\u3002<\/p>\n<p>\u300c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u76f8\u4e92\u904b\u7528\u6027\u304a\u3088\u3073\u5171\u6709\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u5171\u6709\u30e2\u30c7\u30eb\u8868\u73fe\u300d\u3092\u76ee\u6307\u3057\u3066\u958b\u767a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>ONNX\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u958b\u767a\u8005\u306f\u300cCNTK\u300d\u300cCaffe2\u300d\u300cMXNet\u300d\u300cPyTorch\u300d\u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u9593\u3067\u30e2\u30c7\u30eb\u3092\u79fb\u52d5\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>CNTK\u30e2\u30c7\u30eb\u3092\u5f15\u304d\u7d9a\u304d\u904b\u7528\u5316\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u300cONNX\u304a\u3088\u3073ONNX\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u5229\u7528\u300d\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href='https:\/\/onnx.ai\/' target='jumpsite' rel=\"noopener\">\u2192onnx.ai<\/a><\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%83%A6%E3%83%BC%E3%82%B9%E3%82%B1%E3%83%BC%E3%82%B9\"><\/span>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u300cMicrosoft Cognitive Toolkit\u300d\u306f\u3001\u8907\u6570\u8a00\u8a9e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u30af\u30e9\u30a6\u30c9\u3067\u7c21\u5358\u306b\u4f7f\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u3055\u307e\u3056\u307e\u306aAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<br \/>\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u958b\u767a<br \/>\u30fb\u6a5f\u68b0\u5b66\u7fd2<br \/>\u30fb\u30b3\u30b0\u30cb\u30c6\u30a3\u30d6\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3000\u306a\u3069<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%82%AA%E3%83%95%E3%82%A3%E3%82%B7%E3%83%A3%E3%83%AB%E3%82%B5%E3%82%A4%E3%83%88%E6%83%85%E5%A0%B1\"><\/span>\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8\u60c5\u5831<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%AA%E3%83%95%E3%82%A3%E3%82%B7%E3%83%A3%E3%83%AB%E3%82%B5%E3%82%A4%E3%83%88\"><\/span>\u25a0\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u30b5\u30a4\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href='https:\/\/docs.microsoft.com\/en-us\/cognitive-toolkit\/' target='jumpsite' rel=\"noopener\">\u2192docs.microsoft.com\u3000\u2192cognitive-toolkit<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0GitHub\"><\/span>\u25a0GitHub<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href='https:\/\/github.com\/Microsoft\/CNTK' target='jumpsite' rel=\"noopener\">\u2192github.com\u3000\u2192Microsoft\/CNTK<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%A9%E3%82%A4%E3%82%BB%E3%83%B3%E3%82%B9%E6%83%85%E5%A0%B1\"><\/span>\u25a0\u30e9\u30a4\u30bb\u30f3\u30b9\u60c5\u5831<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Microsoft Cognitive Toolkit\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u300cMIT License\u300d\u3067\u3059\u3002<\/p>\n<p>\u8a73\u7d30\u306b\u3064\u3044\u3066\u3001\u3053\u3061\u3089\u3092\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<br \/><a href='https:\/\/github.com\/microsoft\/CNTK\/blob\/master\/LICENSE.md' target='jumpsite' rel=\"noopener\">\u2192github.com\u3000\u2192microsoft\/CNTK\u3000\u2192LICENSE<\/a><\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E5%8B%95%E4%BD%9C%E7%92%B0%E5%A2%83\"><\/span>\u25a0\u52d5\u4f5c\u74b0\u5883<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>CNTK\u306f\u300cLinux(64\u30d3\u30c3\u30c8)\u300d\u300cWindows(64\u30d3\u30c3\u30c8)\u300d\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%A4%E3%83%B3%E3%82%B9%E3%83%88%E3%83%BC%E3%83%AB\"><\/span>\u25a0\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><a href='https:\/\/docs.microsoft.com\/en-us\/cognitive-toolkit\/Setup-CNTK-on-your-machine' target='jumpsite' rel=\"noopener\">\u2192docs.microsoft.com\u3000\u2192cognitive-toolkit\u3000\u2192Setup CNTK on your machine<\/a><\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E5%90%8C%E6%A7%98%E8%A3%BD%E5%93%81\"><\/span>\u540c\u69d8\u88fd\u54c1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u540c\u69d8\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u88fd\u54c1\u3068\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u88fd\u54c1\uff1a\u300c<a href='https:\/\/www.ossnews.jp\/oss_info\/Keras' target='jumpsite' rel=\"noopener\">Keras<\/a>\u300d\u300c<a href='https:\/\/www.ossnews.jp\/oss_info\/TensorFlow' target='jumpsite' rel=\"noopener\">TensorFlow<\/a>\u300d\u306a\u3069\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E8%87%AA%E5%8B%95%E8%A8%88%E7%AE%97%E5%87%A6%E7%90%86\"><\/span>\u81ea\u52d5\u8a08\u7b97\u51e6\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>CNTK\u3067\u306f\u3001\u8a08\u7b97\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u8a18\u8ff0\u3055\u308c\u308b\u3068\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u3059\u3079\u3066\u306e\u8a08\u7b97\u304c\u81ea\u52d5\u7684\u306b\u51e6\u7406\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u300c\u52fe\u914d\u3092\u5206\u6790\u7684\u306b\u5c0e\u304d\u51fa\u3059\u300d\u300c\u30d0\u30c3\u30af\u30d7\u30ed\u30d1\u30b2\u30fc\u30b7\u30e7\u30f3\u306e\u305f\u3081\u306b\u5909\u6570\u9593\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u300d\u306a\u3069\u306e\u4f5c\u696d\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E5%AF%BE%E5%BF%9C%E8%A8%80%E8%AA%9E\"><\/span>\u5bfe\u5fdc\u8a00\u8a9e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>CNTK\u306f\u300cPython\u300d\u300cC\uff03\u300d\u300cC++\u300d\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u72ec\u81ea\u30e2\u30c7\u30eb\u8a18\u8ff0\u8a00\u8a9e\u300cBrainScript\u300d\u3092\u4ecb\u3057\u3066\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u306e\u6a5f\u68b0\u5b66\u7fd2\u30c4\u30fc\u30eb\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E7%B5%84%E3%81%BF%E8%BE%BC%E3%81%BF%E3%82%B3%E3%83%B3%E3%83%9D%E3%83%BC%E3%83%8D%E3%83%B3%E3%83%88\"><\/span>\u7d44\u307f\u8fbc\u307f\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30fb\u9ad8\u5ea6\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u300c\u591a\u6b21\u5143\u306e\u5bc6\u307e\u305f\u306f\u758e\u30c7\u30fc\u30bf\u300d\u51e6\u7406\u6a5f\u80fd<br \/>\u30fb\u300cCNN\u300d\u300cFNN\u300d\u300cRNN\u300d\u300c\u30d0\u30c3\u30c1\u6b63\u898f\u5316\u300d\u300cSequence-to-Sequence\u300d\u306e\u5b9f\u88c5\u6a5f\u80fd<br \/>\u30fb\u300c\u5f37\u5316\u5b66\u7fd2\u300d\u300c\u751f\u6210\u7684\u6575\u5bfe\u7684\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(GAN)\u300d\u300c\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u300d\u300c\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u300d\u306e\u5b9f\u88c5\u6a5f\u80fd<br \/>\u30fbPython\u304b\u3089GPU\u306b\u65b0\u3057\u3044\u30e6\u30fc\u30b6\u30fc\u5b9a\u7fa9\u306e\u30b3\u30a2\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u8ffd\u52a0\u3059\u308b\u6a5f\u80fd<br \/>\u30fb\u81ea\u52d5\u30cf\u30a4\u30d1\u30fc\u30d1\u30e9\u30e1\u30fc\u30bf\u8abf\u6574\u6a5f\u80fd<br \/>\u30fb\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30ea\u30fc\u30c0\u30fc\u6a5f\u80fd\u3000\u306a\u3069<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%83%AA%E3%82%BD%E3%83%BC%E3%82%B9%E3%81%AE%E5%8A%B9%E7%8E%87%E7%9A%84%E3%81%AA%E4%BD%BF%E7%94%A8\"><\/span>\u30ea\u30bd\u30fc\u30b9\u306e\u52b9\u7387\u7684\u306a\u4f7f\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30fb\u9ad8\u7cbe\u5ea6\u4e26\u5217\u51e6\u7406\u6a5f\u80fd&#8212;1\u30d3\u30c3\u30c8SGD\u3001\u8907\u6570\u306eGPU(\u30de\u30b7\u30f3)\u3092\u30b5\u30dd\u30fc\u30c8<br \/>\u30fb\u30b5\u30a4\u30ba\u304c\u5927\u304d\u306a\u30e2\u30c7\u30eb\u3092GPU\u30e1\u30e2\u30ea\u306b\u53ce\u3081\u308b\u305f\u3081\u306e\u300c\u30e1\u30e2\u30ea\u5171\u6709\u6a5f\u80fd\u300d\u3084\u300c\u7d44\u307f\u8fbc\u307f\u30e1\u30bd\u30c3\u30c9\u300d<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%83%A2%E3%83%87%E3%83%AB%E8%A9%95%E4%BE%A1API\"><\/span>\u30e2\u30c7\u30eb\u8a55\u4fa1API<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>CNTK\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u8a55\u4fa1\u3092\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u306eAPI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u30fb\u300cPython\u300d\u300cC++\u300d\u300cC\uff03\u300d\u300cBrainScript\u300d\u3067\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u8a55\u4fa1\u3067\u304d\u308b<br \/>\u30fb\u8a55\u4fa1\u5bfe\u8c61\uff1a\u300c\u72ec\u81ea\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u300d\u300c\u5b66\u7fd2\u8005\u300d\u300c\u30ea\u30fc\u30c0\u30fc\u300d<br \/>\u30fb\u300c\u9ad8\u30ec\u30d9\u30eb\u300d\u3068\u300c\u4f4e\u30ec\u30d9\u30eb\u300d\u306e\u4e21\u65b9\u306eAPI\u3092\u63d0\u4f9b<br \/>\u30fb\u81ea\u52d5\u63a8\u8ad6\u5f62\u6210\u6a5f\u80fd<br \/>\u30fb\u300c\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u30ea\u30ab\u30ec\u30f3\u30c8\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(RNN)\u30eb\u30fc\u30d7\u300d\u306e\u6700\u9069\u5316\u6a5f\u80fd<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E3%83%91%E3%83%95%E3%82%A9%E3%83%BC%E3%83%9E%E3%83%B3%E3%82%B9%E6%B8%AC%E5%AE%9A%E6%A9%9F%E8%83%BD\"><\/span>\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6e2c\u5b9a\u6a5f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>CNTK\u306f\u3001\u69cb\u7bc9\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<br \/>\u30fb\u30e2\u30c7\u30eb\u3068\u95a2\u9023\u3059\u308b\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u304b\u3089\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u751f\u6210<br \/>\u30fb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3092\u76e3\u8996<br \/>\u30fbJava\u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089CNTK\u30e2\u30c7\u30eb\u8a55\u4fa1\u6a5f\u80fd\u3092\u4f7f\u7528\u53ef\u80fd<\/p>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8CMicrosoft_Cognitive_Toolkit%E3%80%8D%E3%81%AE%E3%83%91%E3%83%95%E3%82%A9%E3%83%BC%E3%83%9E%E3%83%B3%E3%82%B9%E6%A4%9C%E8%A8%BC%E6%A9%9F%E8%83%BD\"><\/span>\u300cMicrosoft Cognitive Toolkit\u300d\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u691c\u8a3c\u6a5f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E6%A6%82%E8%A6%81-2\"><\/span>\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6a5f\u68b0\u5b66\u7fd2(ML\uff1aMachine Learning)\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6642\u306b\u63d0\u4f9b\u3055\u308c\u305f\u3082\u306e\u3068\u306f\u7570\u306a\u308b\u300c\u65b0\u3057\u3044\u30b5\u30f3\u30d7\u30eb\u300d\u3092\u30e2\u30c7\u30eb\u306b\u30d5\u30a3\u30fc\u30c9\u3059\u308b\u3068\u304d\u306b\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u672c\u756a\u74b0\u5883\u3067\u306f\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u76ee\u7684\u3067\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u305f\u5834\u5408\u3068\u306f\u7570\u306a\u308b\u5165\u529b\u304c\u5f97\u3089\u308c\u308b\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306f\u65b0\u3057\u3044\u30b5\u30f3\u30d7\u30eb\u3067\u3082\u9069\u5207\u306b\u6a5f\u80fd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u3001\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u76ee\u7684\u3067\u4f7f\u7528\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u300d\u3068\u306f\u7570\u306a\u308b\u300c\u65b0\u3057\u3044\u30b5\u30f3\u30d7\u30eb\u30bb\u30c3\u30c8\u300d\u3092\u4f7f\u7528\u3057\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u691c\u8a3c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>CNTK\u3067\u306f\u3001\u4ee5\u4e0b\u306e\u691c\u8a3c\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u4f5c\u6210\u65b9\u6cd5\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E6%96%B9%E6%B3%95%E2%91%A0%E3%83%9B%E3%83%BC%E3%83%AB%E3%83%89%E3%82%A2%E3%82%A6%E3%83%88%E3%83%87%E3%83%BC%E3%82%BF%E3%82%BB%E3%83%83%E3%83%88\"><\/span>\u65b9\u6cd5\u2460\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E6%A6%82%E8%A6%81\"><\/span>\u25a0\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300c\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(NN\uff1aNeural Network)\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u65b9\u6cd5\u3067\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u306e1\u30bb\u30c3\u30c8(\u4f8b\uff1a20\uff05)\u3092\u4f7f\u7528\u3057\u3066ML\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u30c6\u30b9\u30c8\u3057\u307e\u3059\u3002<\/p>\n<p>\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30e2\u30c7\u30eb\u306b\u3088\u308a\u3001ML\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u306e\u306b\u5341\u5206\u306a\u30c7\u30fc\u30bf\u304c\u78ba\u4fdd\u3055\u308c\u308b\u3068\u540c\u6642\u306b\u3001\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u9069\u5207\u306b\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u78ba\u4fdd\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88\"><\/span>\u25a0\u30dd\u30a4\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30fb\u30e1\u30a4\u30f3\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u306a\u30b5\u30f3\u30d7\u30eb\u3092\u9078\u629e&#8212;\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u3068\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u306e\u9593\u3067\u5747\u7b49\u306b\u5206\u6563<br \/>\u30fb\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u305f\u3073\u306b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u9806\u5e8f\u304c\u30e9\u30f3\u30c0\u30e0\u5316\u3055\u308c\u308b\u5fc5\u8981\u304c\u3042\u308b<br \/>\u30fb\u6df1\u5c64\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u4e71\u6570\u30b8\u30a7\u30cd\u30ec\u30fc\u30bf\u30fc\u306e\u5f71\u97ff\u3092\u5f37\u304f\u53d7\u3051\u308b<br \/>\u30fb\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u30b5\u30f3\u30d7\u30eb\u3092NN\u306b\u63d0\u4f9b\u3059\u308b\u9806\u5e8f\u306f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5927\u304d\u304f\u5f71\u97ff\u3059\u308b<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E6%AC%A0%E7%82%B9%EF%BC%9A%E4%BD%8E%E4%BF%A1%E9%A0%BC%E6%80%A7\"><\/span>\u25a0\u6b20\u70b9\uff1a\u4f4e\u4fe1\u983c\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u624b\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306e\u4e3b\u306a\u6b20\u70b9\u306f\u300c\u4f4e\u3044\u4fe1\u983c\u6027\u300d\u3067\u3059\u3002<\/p>\n<p>\u300c\u975e\u5e38\u306b\u826f\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u300d\u307e\u305f\u300c\u60aa\u3044\u7d50\u679c\u304c\u5f97\u3089\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u300d\u306a\u3069\u3001\u7d50\u679c\u304c\u5b89\u5b9a\u3057\u306a\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E6%96%B9%E6%B3%95%E2%91%A1K%E5%88%86%E5%89%B2%E4%BA%A4%E5%B7%AE%E6%A4%9C%E5%AE%9A\"><\/span>\u65b9\u6cd5\u2461K\u5206\u5272\u4ea4\u5dee\u691c\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E6%A6%82%E8%A6%81-2\"><\/span>\u25a0\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300cK\u5206\u5272\u4ea4\u5dee\u691c\u5b9a\u300d\u306f\u3001\u300c\u65b9\u6cd5\u2460\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u306e\u6b20\u70b9\u3092\u30ab\u30d0\u30fc\u3059\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u300c\u30db\u30fc\u30eb\u30c9\u30a2\u30a6\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u624b\u6cd5\u300d\u3092\u6570\u56de(5\u301c10\u56de)\u7e70\u308a\u8fd4\u3059\u3053\u3068\u3067\u3001\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E5%AE%9F%E8%A1%8C%E6%89%8B%E9%A0%86\"><\/span>\u25a0\u5b9f\u884c\u624b\u9806<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30fb[Step1]\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8(80\uff05\u7a0b\u5ea6)\u300d\u3068\u300c\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8(20\uff05\u7a0b\u5ea6)\u300d\u306b\u5206\u5272<br \/>\u30fb[Step2]\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u300d\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<br \/>\u30fb[Step3]\u300c\u30c6\u30b9\u30c8\u30bb\u30c3\u30c8\u300d\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6e2c\u5b9a<br \/>\u30fb[Step4]Step2\uff5e3\u30925\u301c10\u56de\u7e70\u308a\u8fd4\u3059<br \/>\u30fb[Step5]\u3059\u3079\u3066\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u5e73\u5747\u3092\u8a08\u7b97<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\"><\/span>\u25a0\u30e1\u30ea\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3088\u308a\u73fe\u5b9f\u7684\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u30c6\u30b9\u30c8\u30b7\u30ca\u30ea\u30aa\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u306f\u308b\u304b\u306b\u5b89\u5b9a\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6e2c\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%83%87%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\"><\/span>\u25a0\u30c7\u30e1\u30ea\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u691c\u8a3c\u306b\u591a\u304f\u306e\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001CNTK\u306f\u300cK\u5206\u5272\u4ea4\u5dee\u691c\u5b9a\u624b\u6cd5\u300d\u3092\u30cd\u30a4\u30c6\u30a3\u30d6\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u72ec\u81ea\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8C%E9%81%8E%E9%81%A9%E5%90%88%E3%80%8D%E3%81%A8%E3%80%8C%E3%82%A2%E3%83%B3%E3%83%80%E3%83%BC%E3%83%95%E3%82%A3%E3%83%83%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0%E3%80%8D\"><\/span>\u300c\u904e\u9069\u5408\u300d\u3068\u300c\u30a2\u30f3\u30c0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u300d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E6%A6%82%E8%A6%81-3\"><\/span>\u25a0\u6982\u8981<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0a\u8a182\u65b9\u6cd5\u306e\u3069\u3061\u3089\u3067\u3082\u3001\u300c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u3068\u300c\u691c\u8a3c\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u3067\u306f\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u306e\u51fa\u529b\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E9%81%8E%E5%89%B0%E9%81%A9%E5%90%88\"><\/span>\u25a0\u904e\u5270\u9069\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300c\u904e\u5270\u9069\u5408\u300d\u3068\u306f\u3001\u300cML\u30e2\u30c7\u30eb\u304c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u826f\u597d\u306b\u30e2\u30c7\u30eb\u5316\u300d\u3057\u307e\u3059\u304c\u3001\u300c\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u306f\u9069\u5207\u306b\u6a5f\u80fd\u305b\u305a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5927\u5e45\u306b\u4f4e\u4e0b\u300d\u3068\u3044\u3046\u73fe\u8c61\u3067\u3059\u3002<\/p>\n<p>ML\u30e2\u30c7\u30eb\u304c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u7279\u5b9a\u306e\u30d1\u30bf\u30fc\u30f3\u3068\u30ce\u30a4\u30ba\u3092\u3042\u308b\u7a0b\u5ea6\u5b66\u7fd2\u3059\u308b\u3068\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u306b\u4e00\u822c\u5316\u3059\u308b\u30e2\u30c7\u30eb\u306e\u80fd\u529b\u306b\u60aa\u5f71\u97ff\u3092\u53ca\u307c\u3057\u307e\u3059\u3002<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0%E3%82%A2%E3%83%B3%E3%83%80%E3%83%BC%E3%83%95%E3%82%A3%E3%83%83%E3%83%86%E3%82%A3%E3%83%B3%E3%82%B0\"><\/span>\u25a0\u30a2\u30f3\u30c0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300c\u30a2\u30f3\u30c0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u300d\u3068\u306f\u3001ML\u30e2\u30c7\u30eb\u304c\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u9069\u5207\u306b\u30e2\u30c7\u30eb\u5316\u305b\u305a\u3001\u6709\u7528\u306a\u51fa\u529b\u3092\u4e88\u6e2c\u3067\u304d\u306a\u3044\u72b6\u6cc1\u3067\u3059\u3002<\/p>\n<p>\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u958b\u59cb\u76f4\u5f8c\u3067\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u306f\u4f4e\u304f\u306a\u308a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u9032\u3080\u306b\u3064\u308c\u3066\u3055\u3089\u306b\u9069\u5408\u5ea6\u304c\u4f4e\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<h1 class=\"h1Custom\"><span class=\"ez-toc-section\" id=\"%E3%80%8CMicrosoft_Cognitive_Toolkit%E3%80%8D%E3%81%AE%E3%83%A2%E3%83%87%E3%83%AB%E7%9B%A3%E8%A6%96%E6%A9%9F%E8%83%BD\"><\/span>\u300cMicrosoft Cognitive Toolkit\u300d\u306e\u30e2\u30c7\u30eb\u76e3\u8996\u6a5f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%83%BC%E3%83%AB%E3%83%90%E3%83%83%E3%82%AF%E6%A9%9F%E8%83%BD\"><\/span>\u30b3\u30fc\u30eb\u30d0\u30c3\u30af\u6a5f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Microsoft Cognitive Toolkit\u3067\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u304a\u3088\u3073\u691c\u8a3c\u4e2d\u306b\u3001API\u306e\u3044\u304f\u3064\u304b\u306e\u5834\u6240\u3067\u30b3\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c8\u30ec\u30fc\u30ca\u30fc\u3092\u4f5c\u6210\u3059\u308b\u969b\u306b\u3001\u76e3\u8996\u76ee\u7684\u3067\u30b3\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 class=\"h2Custom\"><span class=\"ez-toc-section\" id=\"%E7%9B%A3%E8%A6%96%E3%83%84%E3%83%BC%E3%83%AB\"><\/span>\u76e3\u8996\u30c4\u30fc\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0ProgressPrinter\"><\/span>\u25a0ProgressPrinter<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300cProgressPrinter\u30af\u30e9\u30b9\u300d\u306f\u3001\u30e2\u30c7\u30eb\u3092\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u57fa\u672c\u7684\u306a\u30b3\u30f3\u30bd\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u30ed\u30ae\u30f3\u30b0\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<br \/>\u30fb\u5206\u6563\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30b7\u30ca\u30ea\u30aa\u3067\u306e\u4f5c\u696d\u4e2d\u306b\u7279\u306b\u5f79\u7acb\u3064<br \/>\u30fb\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3066Python\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u51fa\u529b\u3092\u78ba\u8a8d\u3067\u304d\u306a\u3044\u30b7\u30ca\u30ea\u30aa\u3067\u3082\u975e\u5e38\u306b\u5f79\u7acb\u3064<br \/>\u30fb\u6b20\u70b9\uff1a\u6642\u9593\u306e\u7d4c\u904e\u306b\u4f34\u3046\u300c\u72b6\u614b\u78ba\u8a8d\u300d\u3084\u300c\u30e1\u30c8\u30ea\u30c3\u30af\u9032\u884c\u78ba\u8a8d\u300d\u306b\u4e0d\u9069<\/p>\n<h3 class=\"h3Custom\"><span class=\"ez-toc-section\" id=\"%E2%96%A0TensorBoard\"><\/span>\u25a0TensorBoard<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u300cTensorBoardProgressWriter\u300d\u306f\u3001\u4e0a\u8a18\u300cProgressPrinter\u30af\u30e9\u30b9\u300d\u306e\u512a\u308c\u305f\u4ee3\u66ff\u624b\u6bb5\u3067\u3059\u3002<\/p>\n<p>NN\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001TensorBoardProgressWriter\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067close\u30e1\u30bd\u30c3\u30c9\u3092\u547c\u3073\u51fa\u3057\u3001\u300cTensorboard \u2013logdir logs\u300d\u30b3\u30de\u30f3\u30c9\u3067\u3001TensorBoard\u306e\u30ed\u30b0\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><\/p>\n<p>\u53c2\u8003\u30b5\u30a4\u30c8<br \/><a href='https:\/\/docs.microsoft.com\/en-us\/cognitive-toolkit\/' target='jumpsite' rel=\"noopener\">\u2192docs.microsoft.com\u3000\u2192cognitive-toolkit<\/a><br \/><a href='https:\/\/github.com\/Microsoft\/CNTK' target='jumpsite' rel=\"noopener\">\u2192github.com\u3000\u2192Microsoft\/CNTK<\/a><br \/><a href='https:\/\/www.tutorialspoint.com\/microsoft_cognitive_toolkit\/' target='jumpsite' rel=\"noopener\">\u2192tutorialspoint.com\u3000\u2192microsoft_cognitive_toolkit<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Microsoft Cognitive 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