{"id":25253,"date":"2024-10-26T09:53:21","date_gmt":"2024-10-26T09:53:21","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=25253"},"modified":"2024-11-26T08:02:22","modified_gmt":"2024-11-26T08:02:22","slug":"%eb%94%a5-%eb%9f%ac%eb%8b%9d%ec%9d%84-%ec%9d%b4%ec%9a%a9%ed%95%9c-%ec%9e%90%ec%97%b0%ec%96%b4-%ec%b2%98%eb%a6%ac-%eb%94%a5-%eb%9f%ac%eb%8b%9d%ec%9d%98-%ed%95%99%ec%8a%b5-%eb%b0%a9%eb%b2%95","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/25253\/","title":{"rendered":"\ub525 \ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \ub525 \ub7ec\ub2dd\uc758 \ud559\uc2b5 \ubc29\ubc95"},"content":{"rendered":"<p>\ub525 \ub7ec\ub2dd(Deep Learning)\uc740 \uae30\uacc4 \ud559\uc2b5\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc54c\uace0\ub9ac\uc998\ub4e4\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \ud559\uc2b5\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac(Natural Language Processing, NLP)\ub294 \ucef4\ud4e8\ud130\uac00 \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \ud574\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \uae30\uc220\ub85c, \ub525 \ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354\uc6b1 \uc815\ud655\ud558\uace0 \ud6a8\uc728\uc801\uc778 \uc131\ub2a5\uc744 \ubc1c\ud718\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc5d0\uc11c\ub294 \ub525 \ub7ec\ub2dd\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uae30\ubcf8 \uac1c\ub150, \ub525 \ub7ec\ub2dd\uc758 \uc8fc\uc694 \ud559\uc2b5 \ubc29\ubc95, \uadf8\ub9ac\uace0 \uc774\ub4e4\uc774 \uc5b4\ub5bb\uac8c \uacb0\ud569\ud558\uc5ec \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294\uc9c0\uc5d0 \ub300\ud55c \uae4a\uc774 \uc788\ub294 \ub17c\uc758\ub97c \ub2e4\ub8e8\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \ub525 \ub7ec\ub2dd\uc758 \uae30\ucd08<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc740 \ub2e4\uce35 \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uc774\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \ud328\ud134\uc744 \ud559\uc2b5\ud569\ub2c8\ub2e4. \uc774 \uc2e0\uacbd\ub9dd\uc740 \uc5ec\ub7ec \uac1c\uc758 \uc740\ub2c9\uce35(hidden layer)\uc744 \ud3ec\ud568\ud558\uace0, \uac01 \uce35\uc740 \uc785\ub825 \ub370\uc774\ud130\ub97c \ubcc0\ud658\ud558\uc5ec \ucd5c\uc885 \ucd9c\ub825\uc73c\ub85c \uc804\ub2ec\ud569\ub2c8\ub2e4. \ub525 \ub7ec\ub2dd\uc758 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>\uc785\ub825\uce35(Input Layer):<\/strong> \ub370\uc774\ud130\uac00 \uc2e0\uacbd\ub9dd\uc5d0 \ub4e4\uc5b4\uc624\ub294 \uccab \ubc88\uc9f8 \uce35\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\uc740\ub2c9\uce35(Hidden Layers):<\/strong> \uc5ec\ub7ec \uac1c\uc758 \uc740\ub2c9\uce35\uc774 \uc874\uc7ac\ud558\uba70, \uac01 \uce35\uc740 \uc785\ub825 \ub370\uc774\ud130\ub97c \ubcc0\ud658\ud558\uc5ec \ud2b9\uc9d5\uc744 \ud559\uc2b5\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uae4a\uc740 \ub124\ud2b8\uc6cc\ud06c\uc5d0\uc11c\ub294 \uc218\uc2ed \uac1c \uc774\uc0c1\uc758 \uc740\ub2c9\uce35\uc774 \uc874\uc7ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li><strong>\ucd9c\ub825\uce35(Output Layer):<\/strong> \ud559\uc2b5\ub41c \ubaa8\ub378\uc774 \ucd5c\uc885 \uacb0\uacfc\ub97c \ucd9c\ub825\ud558\ub294 \uce35\uc785\ub2c8\ub2e4. \ubd84\ub958 \ubb38\uc81c\uc758 \uacbd\uc6b0 \ud2b9\uc815 \ud074\ub798\uc2a4\uc5d0 \ub300\ud55c \ud655\ub960\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>2. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \uc911\uc694\uc131<\/h2>\n<p>\uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uace0\uac1d \uc11c\ube44\uc2a4 \ucc57\ubd07, \ud14d\uc2a4\ud2b8 \uc694\uc57d, \uac10\uc815 \ubd84\uc11d, \uae30\uacc4 \ubc88\uc5ed \ub4f1 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5 \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ud568\uaed8 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub3c4 \ube60\ub978 \uc18d\ub3c4\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc73c\uba70, \ud2b9\ud788 \ub525 \ub7ec\ub2dd\uc758 \ub3c4\uc785\uc774 \ub450\ub4dc\ub7ec\uc9c4 \uc131\uacfc\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>3. \ub525 \ub7ec\ub2dd\uc758 \ud559\uc2b5 \ubc29\ubc95<\/h2>\n<p>\ub525 \ub7ec\ub2dd \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\ub294 \ubc29\ubc95\uc740 \ud06c\uac8c \ub450 \uac00\uc9c0\ub85c \uad6c\ubd84\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\uc5b4\ud559\uc2b5(Supervised Learning)\uacfc \ube44\uc81c\uc5b4\ud559\uc2b5(Unsupervised Learning), \uadf8\ub9ac\uace0 \uc900\uc81c\uc5b4\ud559\uc2b5(Semi-Supervised Learning)\uc785\ub2c8\ub2e4.<\/p>\n<h3>3.1 \uc81c\uc5b4\ud559\uc2b5(Supervised Learning)<\/h3>\n<p>\uc81c\uc5b4\ud559\uc2b5\uc740 \ubaa8\ub378 \ud559\uc2b5\uc744 \uc704\ud574 \uc785\ub825 \ub370\uc774\ud130\uc640 \ud574\ub2f9\ud558\ub294 \uc815\ub2f5(label)\uc774 \uc81c\uacf5\ub418\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uac10\uc815 \ubd84\uc11d\uc758 \uacbd\uc6b0 \uc601\ud654 \ub9ac\ubdf0 \ud14d\uc2a4\ud2b8\uc640 \ud574\ub2f9 \ub9ac\ubdf0\uc758 \uac10\uc815(\uae0d\uc815\/\ubd80\uc815)\uc774 \uc8fc\uc5b4\uc9c0\uba74 \ubaa8\ub378\uc740 \uc774\ub97c \ud559\uc2b5\ud558\uc5ec \uc0c8\ub85c\uc6b4 \ub9ac\ubdf0\uc758 \uac10\uc815\uc744 \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc81c\uc5b4\ud559\uc2b5\uc5d0\uc11c\ub294 \uc190\uc2e4 \ud568\uc218(loss function)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc608\uce21\uac12\uacfc \uc2e4\uc81c\uac12 \uac04\uc758 \ucc28\uc774\ub97c \uacc4\uc0b0\ud558\uace0, \uc774\ub97c \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \uacbd\ub7c9\ud558\uac15(Gradient Descent) \ub4f1\uc758 \uc635\ud2f0\ub9c8\uc774\uc800(optimizier)\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uac00\uc911\uce58\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n<h3>3.2 \ube44\uc81c\uc5b4\ud559\uc2b5(Unsupervised Learning)<\/h3>\n<p>\ube44\uc81c\uc5b4\ud559\uc2b5\uc740 \ubaa8\ub378 \ud559\uc2b5\uc744 \uc704\ud574 \ub370\uc774\ud130\uc758 \ub808\uc774\ube14 \uc815\ubcf4\uac00 \uc8fc\uc5b4\uc9c0\uc9c0 \uc54a\ub294 \uacbd\uc6b0\uc785\ub2c8\ub2e4. \uad70\uc9d1\ud654(clustering)\ub098 \ucc28\uc6d0 \ucd95\uc18c(dimensionality reduction) \ub4f1\uc758 \uc791\uc5c5\uc5d0\uc11c \uc8fc\ub85c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ube44\uc2b7\ud55c \uc8fc\uc81c\ub098 \ud328\ud134\uc744 \uac00\uc9c4 \ubb38\uc11c\ub4e4\uc744 \uad70\uc9d1\ud654\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h3>3.3 \uc900\uc81c\uc5b4\ud559\uc2b5(Semi-Supervised Learning)<\/h3>\n<p>\uc900\uc81c\uc5b4\ud559\uc2b5\uc740 \ub808\uc774\ube14\uc774 \uc77c\ubd80\ub9cc \uc81c\uacf5\ub418\ub294 \ud63c\ud569\ub41c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc73c\ub85c \ub808\uc774\ube14\uc774 \uc788\ub294 \ub370\uc774\ud130\ub294 \uc801\uace0, \ub808\uc774\ube14 \uc5c6\ub294 \ub370\uc774\ud130\ub294 \ub9ce\uc744 \ub54c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\uc740 \ud55c\uc815\ub41c \ub370\uc774\ud130\ub85c \uc2dc\uc791\ud558\uc5ec \ud070 \uc591\uc758 \ube44\uc5b4 \uc788\ub294 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h2>4. \ub525 \ub7ec\ub2dd\uc758 \uc8fc\uc694 \ubaa8\ub378<\/h2>\n<p>\ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0 \uc751\uc6a9\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ud615\ud0dc\ub85c \ubc1c\uc804\ud558\uc600\uc2b5\ub2c8\ub2e4. \ub300\ud45c\uc801\uc778 \ub525 \ub7ec\ub2dd \ubaa8\ub378\ub85c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4.1 \uc21c\ud658 \uc2e0\uacbd\ub9dd(RNN)<\/h3>\n<p>\uc21c\ud658 \uc2e0\uacbd\ub9dd\uc740 \uc2dc\ud000\uc2a4 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uae30 \uc704\ud574 \uc124\uacc4\ub41c \ubaa8\ub378\ub85c, \uc774\uc804\uc758 \ucd9c\ub825\uc744 \ub2e4\uc74c \ub2e8\uacc4\uc758 \uc785\ub825\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \uad6c\uc870\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c \uc2dc\uac04\uc801 \uc758\uc874\uc131\uc744 \uace0\ub824\ud558\ub294 \ub370 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 RNN\uc740 \uae34 \uc2dc\ud000\uc2a4 \ub370\uc774\ud130\uc5d0\uc11c \uae30\uc6b8\uae30 \uc18c\uc2e4 \ubb38\uc81c(vanishing gradient problem)\uc5d0 \uc9c1\uba74\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<h3>4.2 \uc7a5\uae30 \ub2e8\uae30 \uae30\uc5b5 \uc2e0\uacbd\ub9dd(LSTM)<\/h3>\n<p>LSTM\uc740 RNN\uc758 \ud55c \uc885\ub958\ub85c, \uc624\ub798\ub41c \uc815\ubcf4\ub97c \uae30\uc5b5\ud558\uace0 \uc78a\uc5b4\ubc84\ub9ac\ub294 \uac8c\uc774\ud2b8\ub97c \ucd94\uac00\ud558\uc5ec \uae30\uc6b8\uae30 \uc18c\uc2e4 \ubb38\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4. \ud2b9\ud788 \uc5b8\uc5b4 \ubaa8\ub378\ub9c1, \uae30\uacc4 \ubc88\uc5ed, \ud14d\uc2a4\ud2b8 \uc0dd\uc131 \ub4f1\uc758 \ubd84\uc57c\uc5d0\uc11c \ub192\uc740 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<h3>4.3 \ubcc0\ud658\uae30(Transformer)<\/h3>\n<p>\ubcc0\ud658\uae30\ub294 2017\ub144\uc5d0 \uc81c\uc548\ub41c \ubaa8\ub378\ub85c, \ubaa8\ub4e0 \uc785\ub825 \ub2e8\uc5b4 \uac04\uc758 \uad00\uacc4\ub97c \ub3d9\uc2dc\uc5d0 \ud30c\uc545\ud560 \uc218 \uc788\ub294 \uc790\uae30 \uc8fc\uc758 \uba54\ucee4\ub2c8\uc998(self-attention mechanism)\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ubcc0\ud658\uae30\ub294 \ud604\uc7ac \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\uba70, GPT, BERT\uc640 \uac19\uc740 \ub300\ud615 \uc0ac\uc804 \ud559\uc2b5 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uae30\ubc18\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h2>5. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc5d0\uc11c\uc758 \ub525 \ub7ec\ub2dd \uc801\uc6a9<\/h2>\n<p>\ub525 \ub7ec\ub2dd \ubaa8\ub378\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ub2e4\uc591\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ub370 \uc801\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc801\uc6a9 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/p>\n<h3>5.1 \uac10\uc815 \ubd84\uc11d<\/h3>\n<p>\uac10\uc815 \ubd84\uc11d\uc740 \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\uc5d0\uc11c \uadf8 \uac10\uc815\uc758 \uadf9\uc131\uacfc \uc8fc\uc81c\ub97c \ubd84\ub9ac\ud558\uc5ec \uae0d\uc815, \ubd80\uc815, \uc911\ub9bd\uc758 \uac10\uc815\uc744 \ucd94\ucd9c\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 LSTM\uacfc \uac19\uc740 \uc21c\ud658 \uc2e0\uacbd\ub9dd\uc774 \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h3>5.2 \uae30\uacc4 \ubc88\uc5ed<\/h3>\n<p>\ub525 \ub7ec\ub2dd\uc740 \uae30\uacc4 \ubc88\uc5ed\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. Transformer \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \ucd5c\uadfc\uc758 \uae30\uacc4 \ubc88\uc5ed \uc2dc\uc2a4\ud15c\uc740 \uc9e7\uc740 \ubb38\uc7a5\ubfd0\ub9cc \uc544\ub2c8\ub77c \uae34 \ubb38\uc7a5\ub3c4 \ud6a8\uacfc\uc801\uc73c\ub85c \ubc88\uc5ed\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>5.3 \ud14d\uc2a4\ud2b8 \uc694\uc57d<\/h3>\n<p>\ud14d\uc2a4\ud2b8 \uc694\uc57d\uc740 \uae34 \ubb38\uc11c\ub97c \uac04\uacb0\ud558\uac8c \uc694\uc57d\ud558\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub3c4 \ubcc0\ud658\uae30 \uae30\ubc18 \ubaa8\ub378\uc774 \ud65c\ubc1c\ud558\uac8c \ud65c\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h2>\uacb0\ub860<\/h2>\n<p>\ub525 \ub7ec\ub2dd\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uc758 \ubc1c\uc804\uc5d0 \ud070 \uae30\uc5ec\ub97c \ud558\uace0 \uc788\uc73c\uba70, \ub2e4\uc591\ud55c \ubb38\uc81c \ud574\uacb0\uc5d0 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uacc4\uc758 \uc5b8\uc5b4 \uc774\ud574 \ub2a5\ub825 \ud5a5\uc0c1\uc744 \uc704\ud574\uc11c\ub294 \ubcf4\ub2e4 \ubc1c\uc804\ub41c \ub525 \ub7ec\ub2dd \uae30\ubc95\uacfc \uadf8 \uc751\uc6a9\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc55e\uc73c\ub85c \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc758 \ubbf8\ub798\ub294 \ub354\uc6b1 \ubc1d\ub2e4\uace0 \ubcfc \uc218 \uc788\uc73c\uba70, \uae30\uc220\uc758 \ubc1c\uc804\uc744 \ud1b5\ud574 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc774 \uc815\ubcf4\uc5d0 \ub354 \uc27d\uac8c \uc811\uadfc\ud558\uace0, \ud6a8\uc728\uc801\uc778 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc744 \ud560 \uc218 \uc788\ub294 \uc138\uc0c1\uc774 \uc5f4\ub9b4 \uac83\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub525 \ub7ec\ub2dd(Deep Learning)\uc740 \uae30\uacc4 \ud559\uc2b5\uc758 \ud55c \ubd84\uc57c\ub85c, \uc778\uacf5 \uc2e0\uacbd\ub9dd\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc54c\uace0\ub9ac\uc998\ub4e4\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubc29\ub300\ud55c \uc591\uc758 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