{"id":128193,"date":"2024-03-25T05:31:26","date_gmt":"2024-03-24T20:31:26","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/mxnet%e3%81%ab%e3%82%88%e3%82%8b%e3%83%87%e3%82%a3%e3%83%bc%e3%83%97%e3%83%a9%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%81%ae%e6%b4%bb\/"},"modified":"2024-03-28T01:24:55","modified_gmt":"2024-03-27T16:24:55","slug":"mxnet%e3%81%ab%e3%82%88%e3%82%8b%e3%83%87%e3%82%a3%e3%83%bc%e3%83%97%e3%83%a9%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%81%ae%e6%b4%bb","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/mxnet%e3%81%ab%e3%82%88%e3%82%8b%e3%83%87%e3%82%a3%e3%83%bc%e3%83%97%e3%83%a9%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%83%95%e3%83%ac%e3%83%bc%e3%83%a0%e3%83%af%e3%83%bc%e3%82%af%e3%81%ae%e6%b4%bb\/","title":{"rendered":"MXNet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\u7528\u65b9\u6cd5"},"content":{"rendered":"

MXNet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9032\u3081\u65b9\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n

    \n
  1. pip\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u4f8b\uff1apip install mxnet<\/li>\n
  2. Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067MXNet\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8aad\u307f\u8fbc\u3080\u3002\u5177\u4f53\u7684\u306b\u306f\u3001import mxnet as mx\u3092\u5b9f\u884c\u3059\u308b\u3002<\/li>\n
  3. \u72ec\u81ea\u306e\u8a18\u53f7API\u3092\u4f7f\u7528\u3057\u3066\u3001\u5165\u529b\u30c7\u30fc\u30bf\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5c64\u3001\u6d3b\u6027\u5316\u95a2\u6570\u306a\u3069\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u69cb\u9020\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/li>\n
  4. \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u521d\u671f\u5316\uff1aMXNet\u306e\u521d\u671f\u5316\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u521d\u671f\u5316\u3057\u307e\u3059\uff08\u4f8b\uff1amx.init.Xavier()\uff09\u3002<\/li>\n
  5. \u554f\u984c\u306b\u9069\u3057\u305f\u640d\u5931\u95a2\u6570\u3092\u8a2d\u5b9a\u3059\u308b: \u4ea4\u5dee\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u95a2\u6570 mx.gluon.loss.SoftmaxCrossEntropyLoss() \u306a\u3069\u3002<\/li>\n
  6. \u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fc\u306e\u5b9a\u7fa9: \u78ba\u7387\u7684\u52fe\u914d\u964d\u4e0b(SGD)\u30aa\u30d7\u30c6\u30a3\u30de\u30a4\u30b6\u30fcmx.optimizer.SGD()\u306a\u3069\u3001\u30e2\u30c7\u30eb\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u66f4\u65b0\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/li>\n
  7. \u5b66\u7fd2\u306e\u5b9f\u884c: \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3001\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092 MXNet \u306e mx.gluon.Trainer \u30af\u30e9\u30b9\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li>\n
  8. \u8a55\u4fa1\uff1a\u8a13\u7df4\u3055\u308c\u305f\u30e2\u30c7\u30eb\u306b\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3001\u7cbe\u5ea6\u3084\u640d\u5931\u306a\u3069\u306e\u6307\u6a19\u3092\u8a08\u7b97\u3057\u3066\u8a55\u4fa1\u3059\u308b\u3002<\/li>\n
  9. \u30e2\u30c7\u30eb\u306e\u4fdd\u5b58\u3068\u8aad\u307f\u8fbc\u307f: MXNet\u306e`mx.model.save_checkpoint()`\u95a2\u6570\u3092\u30e2\u30c7\u30eb\u3092\u30c7\u30a3\u30b9\u30af\u306b\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u3001`mx.model.load_checkpoint()`\u95a2\u6570\u3092\u4fdd\u5b58\u3057\u305f\u30e2\u30c7\u30eb\u306e\u8aad\u307f\u8fbc\u307f\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n
  10. \u5b66\u7fd2\u6e08\u307f\u306e\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u3001\u4e88\u6e2c\u3059\u308b\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u306b\u5165\u529b\u3057\u3001\u4e88\u6e2c\u3092\u884c\u3044\u307e\u3059\u3002\u30e2\u30c7\u30eb\u3067\u306f\u524d\u5411\u304d\u4f1d\u642c\u3092\u901a\u3058\u3066\u4e88\u6e2c\u7d50\u679c\u304c\u7b97\u51fa\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ol>\n

    \u4ee5\u4e0a\u3001MXNet\u3092\u7528\u3044\u305f\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4e00\u822c\u7684\u306a\u624b\u9806\u3092\u8ff0\u3079\u307e\u3057\u305f\u304c\u3001\u5177\u4f53\u7684\u306a\u5b9f\u88c5\u306f\u3001\u30bf\u30b9\u30af\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u3063\u3066\u7570\u306a\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    MXNet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9032\u3081\u65b9\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u884c\u3044\u307e\u3059\u3002 pip\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u4f8b\uff1apip install mxnet Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067MXNet\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8aad\u307f\u8fbc\u3080\u3002\u5177 […]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-128193","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nMXNet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\u7528\u65b9\u6cd5 - Blog - Silicon Cloud<\/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:\/\/www.silicloud.com\/ja\/blog\/mxnet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MXNet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\u7528\u65b9\u6cd5\" \/>\n<meta property=\"og:description\" content=\"MXNet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9032\u3081\u65b9\u306f\u3001\u4e3b\u306b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u884c\u3044\u307e\u3059\u3002 pip\u30b3\u30de\u30f3\u30c9\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u4f8b\uff1apip install mxnet Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067MXNet\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8aad\u307f\u8fbc\u3080\u3002\u5177 […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/mxnet\u306b\u3088\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6d3b\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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