\uc774 \ucc57\ubd07\uc740 \uac04\ub2e8\ud55c \ud615\ud0dc\ub85c \ucc57\ubd07\uc744 \ucc98\uc74c \uc811\ud558\uc2dc\ub294 \ubd84\ub4e4\uc744 \uc704\ud574 \uc791\uc131\ud55c \ucf54\ub4dc\uc815\ub3c4\ub85c \uc0dd\uac01\ud558\uc2dc\uba74 \ub420\ub4ef\ud569\ub2c8\ub2e4.<\/p>\n\n\n
\uc544\ub798\uc758 \ud30c\uc77c\uc740 predict.py\uc785\ub2c8\ub2e4.
\ud574\ub2f9 \ud30c\uc77c\uc740 \uc785\ub825 \ubc1b\uc740 \ud14d\uc2a4\ud2b8\ub97c \ud1b5\ud574\uc11c \ud574\ub2f9 \ud14d\uc2a4\ud2b8\uac00 \uc5b4\ub5a4 \uc9c8\ubb38\uc778\uc9c0\ub97c \uc608\uce21\ud558\ub294 \uae30\ub2a5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.<\/p>\n
\uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00 “\ud68c\uc6d0\uc815\ubcf4\ub97c \uc218\uc815\ud558\uace0 \uc2f6\uc5b4\uc694”\ub77c\uace0 \uc9c8\ubb38\uc744 \ud558\uba74 \ud574\ub2f9 \ud074\ub798\uc2a4\ub294 \uc785\ub825 \ubc1b\uc740 \uc9c8\ubb38\uc744 \ud615\ud0dc\uc18c \ubd84\uc11d\ud558\uace0 \uc774 \uc815\ubcf4\ub97c \ud559\uc2b5\ud55c \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uc5ec \ud574\ub2f9 \uc9c8\ubb38\uc774 \uc5b4\ub5a4 \ub0b4\uc6a9\uc758 \uc9c8\ubb38\uc778\uc9c0 \ucc3e\uc544\ub0b4 \uc801\uc808\ud55c \ub2f5\ubcc0\uc744 \ud45c\uc2dc\ud574\uc8fc\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4.<\/p>\n
\uc544\ub798\uc758 \ube14\ub85d\uc740 predict.py \ud074\ub798\uc2a4 \uc2e4\ud589\uc2dc \uc678\ubd80\uc5d0\uc11c \uc785\ub825 \ubc1b\ub294 parameter \uac12\uc785\ub2c8\ub2e4.
parameter\ub294 \ucd1d 3\uac00\uc9c0\ub85c \uc9c8\ubb38 \ub0b4\uc6a9( q_message), \ubaa8\ub378\uba85(model_fn), \uc6cc\ub4dc \ubca1\ud130\ub97c \ub9cc\ub4e4\uae30 \uc704\ud574 \uc785\ub825\ud55c \ud30c\uc77c(word_data)\uc785\ub2c8\ub2e4.<\/p>\n\n\n
def define_argparser():\n p = argparse.ArgumentParser()\n p.add_argument('--q_message', required=True)\n p.add_argument('--model_fn', required=True)\n p.add_argument('--word_data', required=True)\n config = p.parse_args()\n\n return config<\/code><\/pre>\n\n\n\n\uc785\ub825 \ubc1b\uc740 \uc9c8\ubb38\uc740 \ubbf8\ub9ac \ud559\uc2b5\ub41c \ubaa8\ub378\uc5d0 \ub123\uc5b4\uc11c \uc801\uc808\ud55c \uac12\uc744 \uc608\uce21\ud574\ub0c5\ub2c8\ub2e4.<\/p>\n\n\n\n
def main(config):\n device = torch.device('cuda') if torch.cuda.is_available() else torch.device('cpu')\n\n # model load\n load = torch.load(config.model_fn, map_location=device)\n labels = load['labels']\n print(labels)\n\n IPT = 196\n H = 100\n OPT = 6\n\n model = FaqCategoryClassifier(IPT, H, OPT)\n model.load_state_dict(load['model'])\n \n okt = Okt()\n\n predict = PredictCategory(okt, model)\n \n words = fileRead()\n morphs = okt.morphs(config.q_message)\n x_data = myutils.bag_of_words(morphs,words)\n \n p = predict.getCategory(torch.FloatTensor(x_data))\n idx = torch.argmax(p)\n print('{}\\n{}\\n'.format(p,idx))\n print(labels[idx])<\/code><\/pre>\n\n\n\n\uc774\uac83\uc73c\ub85c 3\ubc88\uc5d0 \ub098\ub220\uc11c \uac04\ub2e8\ud55c FAQ \ucc57\ubd07\uc5d0 \ub300\ud55c \uc124\uba85\uc744 \ub9c8\ubb34\ub9ac\ud558\uaca0\uc2b5\ub2c8\ub2e4.
\ud574\ub2f9 \ucf54\ub4dc\uc5d0\uc11c \uc785\ub825 \ub370\uc774\ud130\ub97c \ub9cc\ub4dc\ub294 \ubd80\ubd84\uc744 \uc790\uc138\ud788 \uc124\uba85\ud558\uc9c0 \uc54a\uc558\ub294\ub370 \uadf8 \uc774\uc720\ub294 \uc785\ub825 \ub370\uc774\ud130\ub294 \uac01\uac01 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \ub9cc\ub4e4 \uc218 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.
\uadf8\uc5d0 \ub530\ub77c\uc11c \ubaa8\ub378\uc758 \ubaa8\uc591\ub3c4 \ubcc0\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.
\uba3c\uc800\ub294 \uc5b4\ub5a4 \ub370\uc774\ud130\ub97c \uc5b4\ub5bb\uac8c \ub9cc\ub4e4\uc9c0\uc5d0 \ub300\ud574\uc11c \uc124\uacc4\ud574\ubcf4\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.
<\/p>\n","protected":false},"excerpt":{"rendered":"
\uac04\ub2e8\ud55c FAQ \ucc57\ubd07\uc744 \ub9cc\ub4e4\uc5b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ucc57\ubd07\uc740 \uac04\ub2e8\ud55c \ud615\ud0dc\ub85c \ucc57\ubd07\uc744 \ucc98\uc74c \uc811\ud558\uc2dc\ub294 \ubd84\ub4e4\uc744 \uc704\ud574 \uc791\uc131\ud55c \ucf54\ub4dc\uc815\ub3c4\ub85c \uc0dd\uac01\ud558\uc2dc\uba74 \ub420\ub4ef\ud569\ub2c8\ub2e4. \uc544\ub798\uc758 \ud30c\uc77c\uc740 predict.py\uc785\ub2c8\ub2e4.\ud574\ub2f9 \ud30c\uc77c\uc740 \uc785\ub825 \ubc1b\uc740 \ud14d\uc2a4\ud2b8\ub97c \ud1b5\ud574\uc11c \ud574\ub2f9 \ud14d\uc2a4\ud2b8\uac00 \uc5b4\ub5a4 \uc9c8\ubb38\uc778\uc9c0\ub97c \uc608\uce21\ud558\ub294 \uae30\ub2a5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00 “\ud68c\uc6d0\uc815\ubcf4\ub97c \uc218\uc815\ud558\uace0 \uc2f6\uc5b4\uc694”\ub77c\uace0 \uc9c8\ubb38\uc744 \ud558\uba74 \ud574\ub2f9 \ud074\ub798\uc2a4\ub294 \uc785\ub825 \ubc1b\uc740 \uc9c8\ubb38\uc744 \ud615\ud0dc\uc18c \ubd84\uc11d\ud558\uace0 \uc774 \uc815\ubcf4\ub97c \ud559\uc2b5\ud55c \ubaa8\ub378\uc5d0 \uc785\ub825\ud558\uc5ec \ud574\ub2f9 \uc9c8\ubb38\uc774 \uc5b4\ub5a4 … <\/p>\n