{"id":29341,"date":"2024-10-27T16:17:58","date_gmt":"2024-10-27T16:17:58","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=29341"},"modified":"2024-11-26T06:52:59","modified_gmt":"2024-11-26T06:52:59","slug":"%eb%a8%b8%ec%8b%a0%eb%9f%ac%eb%8b%9d-%eb%b0%8f-%eb%94%a5%eb%9f%ac%eb%8b%9d-%ec%95%8c%ea%b3%a0%eb%a6%ac%ec%a6%98-%ed%8a%b8%eb%a0%88%ec%9d%b4%eb%94%a9-%ec%b6%94%eb%a1%a0%ec%97%90%ec%84%9c-%ec%98%88","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/29341\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ucd94\ub860\uc5d0\uc11c \uc608\uce21\uae4c\uc9c0"},"content":{"rendered":"<p>\ucd5c\uadfc \uba87 \ub144 \uac04 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ube60\ub974\uac8c \uc131\uc7a5\ud574\uc654\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4\ub294 \ud22c\uc790\uc790\ub4e4\uc5d0\uac8c \ub9e4\ub825\uc801\uc778 \uc635\uc158\uc73c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \ubcf5\uc7a1\ud55c \ucd94\ub860\uacfc \uc608\uce21 \ubc29\ubc95\uae4c\uc9c0 \ub2e8\uacc4\ubcc4\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780?<\/h2>\n<p>\uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud2b9\uc815 \uc2dc\uc7a5 \ub370\uc774\ud130\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ubbf8\uc138\ud55c \uc8fc\uc2dd \uac00\uaca9 \ubcc0\ub3d9\uc744 \ud0d0\uc9c0\ud558\uace0 \ucd5c\uc801\uc758 \ub9e4\ub9e4 \ud0c0\uc774\ubc0d\uc744 \uc7a1\uc544 \ud22c\uc790\uc790\uc5d0\uac8c \uc774\uc775\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uc774\uc810\uc740 \uac70\ub798\uc758 \uc18d\ub3c4, \uc815\ubc00\uc131, \uac10\uc815 \ubc30\uc81c \ub4f1 \ub2e4\uc591\ud55c \uc694\uc18c\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd\uc758 \ucc28\uc774\uc810<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd\uc740 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\uc5ec \uc608\uce21\uc744 \uc218\ud589\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc758 \uc9d1\ud569\uc785\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \uba38\uc2e0\ub7ec\ub2dd\uc758 \ud55c \ubd84\ub958\ub85c, \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc5d0\uc11c \ud328\ud134\uc744 \ucc3e\ub294 \ub370 \ud2b9\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub525\ub7ec\ub2dd\uc740 \uc774\ubbf8\uc9c0 \uc778\uc2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ub4f1 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uc9c0\ub9cc, \ub9ce\uc740 \ub370\uc774\ud130\uc640 \uacc4\uc0b0 \uc790\uc6d0\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2>3. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc804\ucc98\ub9ac<\/h2>\n<p>\ud22c\uc790 \uc804\ub7b5\uc758 \uc131\ud328\ub294 \ub370\uc774\ud130\uc758 \uc9c8\uc5d0 \ub2ec\ub824\uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \uc218\uc9d1 \ub2e8\uacc4\uc5d0\uc11c\ub294 \uc8fc\uc2dd \uac00\uaca9, \uac70\ub798\ub7c9, \ub274\uc2a4 \ub370\uc774\ud130, \uae30\uc220\uc801 \uc9c0\ud45c \ub4f1 \uc5ec\ub7ec \uac00\uc9c0 \ub370\uc774\ud130\ub97c \ubaa8\uc544\uc57c \ud569\ub2c8\ub2e4. \uc218\uc9d1\ub41c \ub370\uc774\ud130\ub294 \uc804\ucc98\ub9ac\ub97c \ud1b5\ud574 \uacb0\uce21\uce58 \ucc98\ub9ac, \uc815\uaddc\ud654 \ub4f1\uc758 \uc791\uc5c5\uc744 \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>4. \ud2b9\uc131 \uc120\ud0dd<\/h2>\n<p>\ubaa8\ub378\uc774 \ud559\uc2b5\ud560 \uc911\uc694\ud55c \ubcc0\uc218\ub97c \uc120\ud0dd\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ud2b9\uc131 \uc120\ud0dd\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \uc131\ub2a5\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\ubbc0\ub85c, \uc8fc\uc758 \uae4a\uac8c \ubd84\uc11d\ud574\uc57c \ud569\ub2c8\ub2e4. \uc720\uc6a9\ud55c \ud2b9\uc131\uc744 \uc120\ud0dd\ud558\ub294 \ubc29\ubc95\uc73c\ub85c\ub294 \uc0c1\uad00\uad00\uacc4 \ubd84\uc11d, \ud53c\ucc98 \uc911\uc694\ub3c4 \uce21\uc815 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>5. \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uc120\ud0dd<\/h2>\n<p>\uc774\uc81c \ub370\uc774\ud130\uac00 \uc900\ube44\ub418\uc5c8\uc73c\ub2c8, \uc5b4\ub5a4 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560\uc9c0 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \ud68c\uadc0, \ubd84\ub958, \uad70\uc9d1\ud654 \ub4f1 \ub2e4\uc591\ud55c \ubaa8\ub378\uc774 \uc874\uc7ac\ud558\uba70, \uac01 \ubaa8\ub378\uc740 \ud2b9\uc815\ud55c \ubb38\uc81c\uc5d0 \ub300\ud574\uc11c \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4. \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc758 \uacbd\uc6b0 \ud68c\uadc0 \ubaa8\ub378\uc774 \uc77c\ubc18\uc801\uc73c\ub85c \ub9ce\uc774 \uc0ac\uc6a9\ub418\uba70, \ubd84\ub958 \ubb38\uc81c\uc5d0\ub294 \ub79c\ub364 \ud3ec\ub808\uc2a4\ud2b8, \uc11c\ud3ec\ud2b8 \ubca1\ud130 \uba38\uc2e0(SVM), \uc2e0\uacbd\ub9dd \ub4f1\uc774 \uc720\ub825\ud558\uac8c \uace0\ub824\ub429\ub2c8\ub2e4.<\/p>\n<h2>6. \ub525\ub7ec\ub2dd \ubaa8\ub378 \uc124\uacc4<\/h2>\n<p>\ub525\ub7ec\ub2dd \ubaa8\ub378\uc740 \ub2e4\uce35 \uc778\uacf5\uc2e0\uacbd\ub9dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \ub808\uc774\uc5b4\uc758 \uc218, \ub178\ub4dc\uc758 \uc218, \ud65c\uc131\ud654 \ud568\uc218 \ub4f1\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \uc870\uc815\ud558\uc5ec \ucd5c\uc801\uc758 \ubaa8\ub378\uc744 \uc124\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4. \uc8fc\uc694 \ub525\ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c\ub85c\ub294 TensorFlow, Keras, PyTorch \ub4f1\uc774 \uc788\uc73c\uba70, \uc774\ub4e4\uc740 \ubaa8\ub378 \uc124\uacc4 \ubc0f \ud559\uc2b5\uc744 \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/p>\n<h2>7. \ubaa8\ub378 \ud559\uc2b5<\/h2>\n<p>\ubaa8\ub378\uc774 \uc120\ud0dd\ub418\uba74, \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130\ub85c \ubaa8\ub378\uc744 \ud559\uc2b5\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c\ub294 \ub370\uc774\ud130 \uc14b\uc744 \ud6c8\ub828 \uc138\ud2b8\uc640 \uac80\uc99d \uc138\ud2b8\ub85c \ub098\ub204\uace0, \uc190\uc2e4 \ud568\uc218\ub97c \uc815\uc758\ud558\uc5ec \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4. \uc801\uc808\ud55c \ud559\uc2b5\ub960\uacfc \uc5d0\ud3ec\ud06c \uc218\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\uba70, \uc624\ubc84\ud53c\ud305\uc744 \ud53c\ud558\uae30 \uc704\ud574 \uc815\uaddc\ud654 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>8. \ubaa8\ub378 \ud3c9\uac00<\/h2>\n<p>\ubaa8\ub378 \ud3c9\uac00 \ub2e8\uacc4\uc5d0\uc11c\ub294, \uac80\uc99d \uc138\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378\uc758 \uc608\uce21 \uc131\ub2a5\uc744 \uce21\uc815\ud569\ub2c8\ub2e4. \uc8fc\uc2dd \uac00\uaca9 \uc608\uce21\uc758 \uacbd\uc6b0, MSE(Mean Squared Error), R-squared\uc640 \uac19\uc740 \ud1b5\uacc4\uc801 \uc9c0\ud45c\ub97c \ud1b5\ud574 \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\ub97c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \ud63c\ub3c8 \ud589\ub82c\uc744 \ud1b5\ud574 \ubd84\ub958 \ubb38\uc81c\uc758 \uc131\uacfc\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>9. \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc640 \ud1b5\ud569<\/h2>\n<p>\ubaa8\ub378\uc774 \ud559\uc2b5\ub418\uace0 \ud3c9\uac00\ub418\uc5c8\ub2e4\uba74, \uc774\ub97c \uc2e4\uc81c \uac70\ub798\uc5d0 \uc801\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\uc640 \ubaa8\ub378\uc744 \ud1b5\ud569\ud558\uc5ec \uc790\ub3d9\ud654\ub41c \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uba74, \uac70\ub798 \uc804\ub7b5\uc774 \ud604\uc2e4\uc801\uc73c\ub85c \uc6b4\uc601\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\uc11c\ub294 API\ub97c \ud1b5\ud574 \uc99d\uad8c\uc0ac\uc640 \uc5f0\ub3d9\ud558\uc5ec \uac70\ub798\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>10. \uc704\ud5d8 \uad00\ub9ac<\/h2>\n<p>\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uc694\uc18c \uc911 \ud558\ub098\ub294 \uc704\ud5d8 \uad00\ub9ac\uc785\ub2c8\ub2e4. \uc790\uc0b0 \ubc30\ubd84, \uc190\uc2e4 \ud55c\ub3c4 \uc124\uc815, \uac70\ub798 \ube48\ub3c4 \ub4f1\uc744 \uace0\ub824\ud558\uc5ec \uc218\uc775\ub960\uc744 \uadf9\ub300\ud654\ud558\uba74\uc11c \uc704\ud5d8\uc744 \uad00\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4. \ube44\uc6a9\uacfc \uc218\uc775\ub960 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc804\ub7b5\uc758 \uc720\ud6a8\uc131\uc744 \uc99d\uba85\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>11. \uc9c0\uc18d\uc801\uc778 \uac1c\uc120\uacfc \uc5c5\ub370\uc774\ud2b8<\/h2>\n<p>\uc2dc\uc7a5\uc740 \ud56d\uc0c1 \ubcc0\ud654\ud558\uae30 \ub54c\ubb38\uc5d0, \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529 \uc2dc\uc2a4\ud15c\ub3c4 \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ud574\uc57c \ud569\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc8fc\uae30\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0, \uae30\uc874 \ubaa8\ub378\uc758 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \uc870\uc815, \uc0c8\ub85c\uc6b4 \ud2b9\uc131 \ucd94\uac00 \ub4f1\uc758 \ubc29\ubc95\uc744 \ud1b5\ud574 \ubaa8\ub378\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>12. \uacb0\ub860<\/h2>\n<p>\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud1b5\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ubbf8\ub798\uc758 \ud22c\uc790 \uc804\ub7b5\uc73c\ub85c \uc790\ub9ac \uc7a1\uc744 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \ud558\uc9c0\ub9cc, \uc2dc\uc791\ud558\uae30\uc5d0 \uc55e\uc11c \ucda9\ubd84\ud55c \ub370\uc774\ud130 \ubd84\uc11d, \ubaa8\ub378 \ud3c9\uac00, \uc704\ud5d8 \uad00\ub9ac\uac00 \uc218\ubc18\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc774 \uac15\uc88c\ub97c \ud1b5\ud574 \uc5ec\ub7ec\ubd84\uc774 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ub192\uc774\uace0, \uc9c1\uc811 \ub9e4\ub9e4 \ubaa8\ub378\uc744 \uad6c\ucd95\ud558\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uae4c\uc9c0\uac00 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc5d0 \ub300\ud55c \uae30\ucd08\uc801\uc778 \uc124\uba85\uc785\ub2c8\ub2e4. \uc2e4\uc2b5 \uacbd\ud5d8\uacfc \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uc744 \ud1b5\ud574 \ub354 \ub098\uc740 \ud2b8\ub808\uc774\ub354\uac00 \ub418\uc2dc\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<p><script>\n   \/\/ \uc774 \ubd80\ubd84\uc5d0 \uc18c\uac1c\ub41c \ub0b4\uc6a9\uc744 \uc5b4\ub5bb\uac8c \uad6c\ud604\ud560 \uc218 \uc788\uc744\uc9c0\uc5d0 \ub300\ud55c \ubc18\uc751\ud615 \uac1c\uc120 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ucd5c\uadfc \uba87 \ub144 \uac04 \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ube60\ub974\uac8c \uc131\uc7a5\ud574\uc654\uc2b5\ub2c8\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uba38\uc2e0\ub7ec\ub2dd\uacfc \ub525\ub7ec\ub2dd \uae30\ubc95\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4\ub294 \ud22c\uc790\uc790\ub4e4\uc5d0\uac8c \ub9e4\ub825\uc801\uc778 \uc635\uc158\uc73c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uac15\uc88c\uc5d0\uc11c\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud55c \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc758 \uae30\ucd08\ubd80\ud130 \ubcf5\uc7a1\ud55c \ucd94\ub860\uacfc \uc608\uce21 \ubc29\ubc95\uae4c\uc9c0 \ub2e8\uacc4\ubcc4\ub85c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc774\ub780? \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529\uc740 \ud2b9\uc815 \uc2dc\uc7a5 \ub370\uc774\ud130\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4 \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ubbf8\uc138\ud55c \uc8fc\uc2dd \uac00\uaca9 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/29341\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998 \ud2b8\ub808\uc774\ub529, \ucd94\ub860\uc5d0\uc11c 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