From b4649f95f0b11474af977268b8f7dfc161b46be8 Mon Sep 17 00:00:00 2001 From: Jarrett Ye Date: Thu, 12 Sep 2024 10:45:35 +0800 Subject: [PATCH] update to fsrs-optimizer v5.0.9 (#690) --- fsrs4anki_optimizer.ipynb | 434 +++++++++++++++++++------------------- 1 file changed, 217 insertions(+), 217 deletions(-) diff --git a/fsrs4anki_optimizer.ipynb b/fsrs4anki_optimizer.ipynb index 2ee7bb5..dfe7faf 100644 --- a/fsrs4anki_optimizer.ipynb +++ b/fsrs4anki_optimizer.ipynb @@ -5,9 +5,9 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# FSRS4Anki v5.0.3 Optimizer\n", + "# FSRS4Anki v5.0.4 Optimizer\n", "\n", - "[![open in colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/open-spaced-repetition/fsrs4anki/blob/v5.0.3/fsrs4anki_optimizer.ipynb)\n", + "[![open in colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/open-spaced-repetition/fsrs4anki/blob/v5.0.4/fsrs4anki_optimizer.ipynb)\n", "\n", "↑ Click the above button to open the optimizer on Google Colab.\n", "\n", @@ -112,7 +112,7 @@ } ], "source": [ - "%pip install -q fsrs_optimizer==5.0.6\n", + "%pip install -q fsrs_optimizer==5.0.9\n", "# for local development\n", "# import os\n", "# import sys\n", @@ -159,7 +159,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "dfcbe2e8837c467fad3e65edbe284355", + "model_id": "d3fe48b406b44f79995b34be84970b37", "version_major": 2, "version_minor": 0 }, @@ -181,7 +181,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "9c51335f54324b1f8e64728c12bdc068", + "model_id": "b7bd717fa01247e39260d8a6108a8b4c", "version_major": 2, "version_minor": 0 }, @@ -202,7 +202,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "b2f917eac92e4860943d5a2db2f0f220", + "model_id": "702c15807bc745ed92d95a837fefc534", "version_major": 2, "version_minor": 0 }, @@ -300,7 +300,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3dbdc3d5574044e18815cb9055d5f611", + "model_id": "0869b4f897874630941b2858e09cc57c", "version_major": 2, "version_minor": 0 }, @@ -621,7 +621,7 @@ }, { "data": { - "image/png": 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zZ2rIkCGX7Dfj2dlt9W7VqpWCg4OVmJioypUrKykpSS+//LLmzp2rU6dOyfzpnY5xcXGZntmhQ4csz8tpO3l2atSoobffflsDBw5U3bp19fbbb1+0PiQkRMOGDVPPnj314osv5nocAAAAAAAK3YUQKayXZFJEEImSyNbKyMmTJ2vy5Mk6d+5cru+JiYnx3Odtfn5+ubomKVNYlpfn2XHLLbdIkjZt2qSQkBC1a9dOlStX9oSR58+f1y+//KLAwMAs92a8h/NSLvbuxU6dOqlu3bp65513FB0dnb8/RA5GjRqlF198Uffee6+WLl2qNWvWaO3atapZs2auDqfJq+DgYEnp/z6dPHkyx7qdO3fq73//u6655hotW7ZMZcp4PX8HAAAAAMA7zgdLYT0kkyyCSJRUtsLISZMm6fnnn1dkZGSu74mOjvbcV9pcdtlluuyyyxQSEqKQkBBP6Ni5c2cdO3ZM//vf/+RyuTKtLG3cuLHcbrd+++23TM+KiIhQbGxsnk4lb968udasWaPTp0+rV69eSkhIuGh9xrMPHDiQ5Wf79+9XrVq1VLlyZUnSsmXLFBQUpGnTpmnAgAHq0aOHbrnlFsXGxmZ55l//LDmNkZPVq1drzpw5evLJJ1W7dm0FBQXJ6XRmqTt8+LB69eqlOnXqaNWqVapSpUquxwAAAAAAoFAlLJdO3imZNEneX9QDFBVee2dkaXb48GEdPnw4V7WBgYHasGGDtm7d6gkj27Ztq6pVq2rq1KmqWLGi2rdv76nv06ePJOmtt97K9Jw33nhDknTHHXfkqdfWrVtr1apV2rdvn+666y4lJSXlWFu/fn21bdtW8+fPzxQq7tmzR2vWrPH0JqWvIv3ratMZM2bI5cr8X3L69Omjn376SVu3bvVcO3v2rBYtWpSr/mNjYzV8+HDdeOONeumllzRnzhxt375dL730Uqa68PBw3X777XI4HAoODs6y3R4AAAAAgCIj7mPp1EClr4YkiETJVuh7VtPS0iRJZcuWLeyhC8xtt90mSTp27NglawMDA7Vo0SJZluXZtu3n56ebb75ZwcHB6tq1q8qVK+epb9OmjYKCgjR79mzFxsaqS5cu2rp1q+bPn69+/frp1ltvzXO/HTt21Oeff64+ffpowIABWrlyZY7/PF577TX17t1bN910k4YNG6akpCTNmDFD/v7+mjRpkqfuzjvv1Mcffyx/f39dddVV+vHHH7Vu3TrVrFkz0/OefPJJffzxx+rVq5dGjx6typUra/bs2WrcuLF27dp1yd5Hjx6tqKgorVu3Tn5+furVq5eGDx+uKVOmqG/fvmrTpo0kqVevXjpy5IiefPJJff/99/r+++89z6hbt6569OiR598bAAAAAABeF/OeFPGor7sACk2hh5E7duyQpFK7Ui1jNWTLli0zBXWBgYEKDg7O9n2Rc+bMUbNmzTRv3jytWLFC9erV0zPPPKOJEyfmu49u3bpp6dKl6t+/v+6//3598skn2dZ1795dq1ev1sSJEzVhwgSVLVtWXbp00SuvvJLpsJzp06fLz89PixYtUnJysjp16qR169ZlOdm7fv362rhxo0aNGqWpU6eqZs2aGjlypBo0aJDp1PPsfPHFF1qwYIGmTZumli1beq6/8cYbWrt2rYKCghQaGqqyZctq586dkqRXX301y3O6dOlCGAkAAAAA8L2oV6WzT/m6C6BQWSY3J7n8bsGCBZk+Dx06VJZlacqUKWrYsOFF701JSdHhw4f10UcfKSoqSn379tXy5cvz1Gx8fLz8/f0VFxenatWq5eleAAAAAACAIsEY6dxzUtSLvu6kaBsrKVjsXPeyeEn+ks/ytTyFkQ6HI9Opzhm35vak54x7HA6H1q9fry5duuShVcJIAAAAAABQzBm3FPmEFPO2rzsp+ggjC4Svw8g8b9POLrvMbZ5Zrlw53XDDDXrmmWfyHET+WXJycqb3KmZwOByZricnJ+f4DMuyVL58+XzVpqSk5PhnLqhaSapQoUK+alNTU+V25/w3Ny+15cuX94TPaWlpWQ6o8Uat0+nM9nTs/NSWK1dODofD67Vly5aVn59fnmtdLpfnvanZKVOmjMqUKZPnWrfbrdTUVK/XGmOUkpLilVo/Pz/Pu0m9WZuXv/fMEdnXMkcwRzBH5L2WOSJ/tcwR6Zgj8l7LHFGwtRJzRH5qmSPs1ZbaOcK4ZIU/ovIpH/9Rm3MLsiyp/J/ij5TU9EWVhVkrSRXK5682NVVy26l1Sfr9WnlJGUvh0n7/UU7yW+v8/csbteX0x6nR3qwtK8kvH7Uupf8uJCnnf5MLR57CyKNHj3q+N8aoWbNmsixLwcHBuuKKK3K8z7IsVahQQTVr1vRMlHb079/fMyn9WYcOHTR16lTP5379+uU4sbRp0ybTCdWDBw9WXFxctrUtWrTQ+++/7/kcFBSkiIiIbGsbN26sefPmeT4//PDDOn78eLa1devW1ZIlSzyfR48erQMHDmRb6+/vr5UrV3o+P/XUU573Iv5V+fLltXr1as/nCRMmaMuWLdnWStLGjRs937/00kv67rvvcqz95ptvPP8HxbRp0xQcHJxj7YoVKxQQECBJevfdd/X555/nWLt48WLVq1dPUvo7Mj/99NMca+fOnasmTZpIkhYuXKj58+fnWDtz5kzP+yWXLVumWbNm5Vj75ptvqm3btpKkr776StOnT8+x9uWXX1bHjh0lSevWrdMrr7ySY+3EiRPVtWtXSVJISIief/75HGufeuop9erVS5IUGhqqZ555Jsfa0aNHq1+/fpKkXbt26Yknnsix9uGHH9bgwYMlSQcPHtQjjzySY21QUJCGDh0qSTp+/LgefPDBHGsHDRqkkSNHSpIiIiI0ZMiQHGv79u2rMWPGSEr/ry933313jrU9e/bU008/LSn9/xju3bt3jrVdunTJdJjSxWqZI9IxR/yBOSIdc0Q65oh0zBF/YI5IxxyRjjkiHXPEH5gj0jFHpMvdHGGklF/VpvlZvfWfP64OHifFJWT/3BZNpff/aEFBT0sRUdnXNm4gzXv5j88PT5SOn86+tm5Nackbf3we/ZJ04Gj2tf5VpZXv/PH5qdelndlPJypfTlr9wR+fJ8yQtlzkrNqNf/or9tJs6bvQvxQckieM/EZSxn/emKb0BZM5WSEp4Pfv35WU8wwhLZZU7/fv50jKeYaQ5kpq8vv3CyXlPENIMyVlnHaxTFLOM4T0pqS2v3//laScZwjpZUkdf/9+naScZwhpoqSuv38fIiljhrhYgFkY8hRGNm7cONvrDRo0yPFnAAAAAAAApZtbStkjuaJ93Qjgc3l6Z6SvZbwzMiIiIts97WydyL6WrRNsnWDrRN5rmSPyV8sckY45Iu+1zBEFWysxR+SnljnCXi1zBHNEXmuZI9IxR+S9tsjPEa4E6eTdUvJmSSbLFmm2aV+k9klJayUZtmln8MY27XhJdVVMDrDxNQ6wAQAAAAAAxYYrWjpxu5SyQxePxJAtDrApEMXuABsAAAAAAABcgjNCOtFNSj0ggkjgD7bCyG7duuX7XsuytH79ejvDAwAAAAAAFD1pYdKJrlLaCRFEApnZCiO//fZbWZZ10feJZLxvI0NG7V+vAwAAAAAAFHuph6QTXSRnpHx/bjFQ9NgKIzt37nzJUDExMVGHDh1SbGysLMvSlVdeqfr169sZFgAAAAAAoOhJ2SOduFVyxYogEsie7ZWRubVq1So9/vjjio6O1ocffqhOnTrZGRoAAAAAAKDIOBP3teqGD5HDXBBbs4GcOS5d4h19+vTR999/rzJlyujuu+/WqVOnCmtoAAAAAACAApFm0jT7zGztCntAMudFEAlcXKGFkZJUr149PfHEEzp37pxeffXVwhwaAAAAAADAq35L+k337btPs8/Mlp/cspTzmRoA0hVqGClJt9xyiyTp66+/LuyhAQAAAAAAbHMapz4K/0j/2PcPHU0+KkMICeSarXdG5ke5cuUkSadPny7soQEAAAAAAGw5knREzx17TvuT9vu6FaBYKvQw8vvvv5ckVapUqbCHBgAAAAAAyBeXcWlR5CK9e/pdGcNKSCC/CjWM/PHHHzV58mRZlqUbb7yxMIcGAAAAAADIl2PJxzTh2ATtvbDX160AxZ6tMHLy5MmXrHG73YqJidG2bdu0ZcsWud1uWZalJ554ws7QAAAAAAAABcpt3FocuVgzTs+Q27h93Q5QItgKIydNmiTLsnJdb4xRmTJl9Oqrr6pHjx52hgYAAAAAACgwYSlhmnBsgnYl7vJ1K0CJYnub9qXek2BZlqpWraqmTZuqS5cuGjFihK666iq7wwIAAAAAAHid27i17NwyvXnyTbmMy9ftACWOrTDS7WaJMgAAAAAAKBlOp5zWxOMTtf38dl+3ApRYhX6aNgAAAAAAQFFijNHyc8s17eQ0OY3T1+0AJRphJAAAAAAAKLXCU8M16fgkhSaE+roVoFQgjAQAAAAAAKWOMUZfRH2h106+plR3qq/bAUoNr4aRCQkJOnr0qBISEuRyXfolr507d/bm8AAAAAAAAJcUmRqpyScm68f4H33dClDqeCWM/OCDD/Tee+9p9+7dlzxdO4NlWXI6eQ8DAAAAAAAoHMYYrYpepalhU5XiTvF1O0CpZCuMdLlc6t+/v7788ktJynUQCQAAAAAAUJjOpZ3TlONTFBIfIkuWjMgwAF+wFUa+//77+uKLLyRJdevW1YMPPqj27durRo0acjgcXmkQAAAAAAAgv4wxWhOzRi+deElJ7qT0awSRgM/YCiMXLFggSbrqqqsUEhKi6tWre6UpAAAAAAAAu6LTovVS2EvaGLuR1ZBAEWErjNy3b58sy9Jzzz1HEAkAAAAAAIqMdTHrNOXEFF1wXZDEakigqPDKATYtWrTwxmMAAAAAAABsiXXGauqJqVobu5bVkEARZOvFjldccYUkKTo62ivNAAAAAAAA5Ne3sd/qnr33aH3sekmshgSKIlth5ODBg2WM0VdffeWtfgAAAAAAAPIk3hmvZ48+q3FHxineFS+33L5uCUAObIWRjz/+uNq0aaOZM2cqJCTEWz0BAAAAAADkSkhciPr/2l/BMcGSWA0JFHW2wsjy5csrODhY7du3V48ePfTkk09qx44dSk5O9lZ/AAAAAAAAWSS4EjTp2CSNOTxGsc5YVkMCxYStA2z8/Pw83xtjNG3aNE2bNi1X91qWJafTaWd4AAAAAABQCv0Y/6MmHpuoGGeMJBFEAsWIrTDSGHPRzwAAAAAAAN6S6ErUmyff1IqoFXLIQQgJFEO2wsiJEyd6qw8AAAAAAIAcbU3YqonHJupc2jlJrIYEiivCSAAAAAAAUGRdcF3Q26fe1v/O/Y/VkEAJYCuMBAAAAAAAKAjGGIXEh+iVE68oMi1SEqshgZKAMBIAAAAAABQZxhhtSdiid06/o30X9rEaEihhCCMBAAAAAECRsD1hu945/Y52Ju6UQw5JrIYESppchZELFizwfP/AAw9kez0//vwsAAAAAABQOu1O3K13Tr2jbee3EUICJZxljDGXKnI4HLIsS5Zlyel0Zrmer4H/8qzciI+Pl7+/v+Li4lStWrV8jQsAAAAAAIqG/Rf2693T72pz/Gb5yU8uuXzdUr69Uu6IbisTq/ylJMjWWEnBErm0d8VL8pd8lq/lept2TpllLrJMAAAAAAAAj8NJhzXzzExtjN0oP/lJUrEOIgHkXq7CyKNHj+bpOgAAAAAAwF8dTz6u98+8rzUxawghgVIqV2Fk48aN83QdAAAAAAAgw6mUU5p9Zra+jv7a805IQkigdOI0bQAAAAAAUCAiUiM058wcrYxaKUuWjAwhJFDKEUYCAAAAAACvOpd2TnPD52rZuWUyxnAyNgAPwkgAAAAAAOAVMc4YfRzxsT6J/EQu4yKEBJCFV8LIc+fOadGiRQoJCdGRI0eUkJAgl+viy64ty9Lhw4e9MTwAAAAAAPChBGeCPo78WAsjFirNpBFCAsiR7TBy8eLFeuSRR5SQkCBJMsbk6j7LsuwODQAAAAAAfCjRlajFkYs1P2K+kt3JhJAALslWGLlhwwbdd999ngCycePGat26tQICAuRwOLzSIAAAAAAAKFqS3En639n/6cPwD5XoSpRR7hYmAYCtMHLq1KkyxiggIECLFi1S7969vdUXAAAAAAAoYlLcKVp+brnmnJmjOFccISSAPLMVRoaGhsqyLD3//PMEkQAAAAAAlFBpJk1fRn2p90+/ryhnlK/bAVCM2Qoj3e70d0F06tTJK80AAAAAAICiw2mc+ib6G808PVMRaRGyxPkPAOyxFUZefvnl2rlzpxITE73VDwAAAAAA8DG3cWtNzBq9d/o9nUo95Qkh2ZYNwC5bp8wMHjxYxhgFBwd7qx8AAAAAAOAjxhhtiN2ggb8O1H+P/VdnUs+kXyeEBOAltsLIf/3rX7rqqqv01ltvadu2bd7qCQAAAAAAFCJjjL6P+15D9g/Rv4/8WydSTkiS3HL7uDMAJY2tMLJKlSpatWqVWrZsqc6dO+u///2vdu3apeTkZG/1BwAAAAAACogxRlvit+iBAw9o9OHROpx0WBIhJICCYxljbK+13rt3r7p166Zz587lfmDLktPpzNM48fHx8vf3V1xcnKpVq5bXNgEAAAAAwO9+Of+L3jn1jnYk7pBDDgJIm14pd0S3lYnliB9vGispWOJfTe+Kl+Qv+Sxfs3WAjSRNnz5d48ePl9vtlhdyTQAAAAAAUECSXEkKiQ/R8nPLFZoQKj/5SWIlJIDCYyuMXLVqlZ544glJksPhUGBgoNq0aaOAgAA5HLZ2gAMAAAAAAC9Icifph7gftCZmjTbFbVKaSfOEkC65fNwdgNLGVhj52muvSZIaNmyoVatW6dprr/VKUwAAAAAAIP+S3cnaHL9Za6LX6Lu475RqUuUnP0/4SAgJwFdshZG7du2SZVmaPHkyQSQAAAAAAD6U4k7Rj/E/ak3MGn0b+61STAoBJIAix1YY6XKlT2Rt27b1Ri8AAAAAACAPUt2p+inhJ62JXqONcRuV7E4mgARQpNkKI6+44gpt375dMTEx3uoHAAAAAABcRJo7TVsStmhtzFqtj12vJHcSASSAYsNWGDlkyBD9/PPPWrlypbp16+atngAAAAAAwJ+kmTSFJoRqbcxarYtZpwvuCwSQAIolW2HkqFGjtHTpUs2aNUs9evTQXXfd5a2+AAAAAAAo1ZzGqW0J27Q2Zq3WxqxVojuRABJAsWcrjDxz5ow++OADjRgxQnfffbcGDRqkQYMG6corr1SlSpUuef9ll11mZ3gAAAAAAEoUp3Fq+/ntWhezTmti1ijBlUAACaBEsRVGNmnSRJZlSZKMMVqyZImWLFmSq3sty5LT6bQzPAAAAAAAxZ7LuPTL+V+0Nmat1sSsUbwrngASQIllK4yU0kPI7L4HAAAAAADZcxu3dibu1NqYtQqODlasK5YAEkCpYCuMnDt3rrf6AAAAAACgRHMbt3Yl7koPIGOCFeOMIYAEUOrYCiODgoK81QcAAAAAACWOMUZ7LuzR2pi1Wh29WlHOKAJIAKWa7W3aAAAAAADgD8YY/XrhV62JWaPgmGCdTTtLAAkAvyOMBAAAAADAphR3ig5cOKBv477VN9HfKDItkgASALJBGAkAAAAAQB6kudN0KPmQfk38Vfsu7NPuxN06knxEbrkJIAHgEnIVRv7973/XpEmT1K5dO683kJSUpHfffVdVqlTRyJEjvf58AAAAAADyK82k6UjSEf164Y/g8XDSYU/Q+OfwUSKABIBLyVUY+dVXX+nrr79W7969NW7cON166622Bw4PD9fcuXP11ltv6dy5c5o4caLtZwIAAAAAkF9O49TRpKOZgsdDyYfkNE5JUhmVkVPOTPcQPgJA3uQqjHz22Wf1+uuva9WqVfrmm2/UoEEDDRkyRPfcc4/at2+vsmXL5mqw48ePa/369frkk0/03Xffye12yxijwMBA9e/f39YfBAAAAACA3HIZl44lH8sUPP6W9JvSTJokqYxVxhNCZvhrEAkAyDvLGGNyUxgWFqYXXnhB8+fPV1pamizLkiSVLVtW1157ra677jrVqVNH1atXV/Xq1ZWUlKTo6GjFxMTo4MGDCg0N1blz5ySlnywmSVdffbVefvll3XnnnblqNj4+Xv7+/oqLi1O1atXy8+cFAAAAAJQyLuPSieQTmYLHg0kHlWpSJWW/4hHIq1fKHdFtZWJl+bqRkmSspGBJbl83UrLES/KXfJav5TqMzHD69Gm9++67mj9/vk6fPv3Hg6yL/3XLGKZs2bL6+9//rhEjRqhHjx55apYwEgAAAABwMW7jVlhKmCd43JO4R/sv7FeKSZGU/YpHwBsIIwsAYWSBKHZhZAZjjL7//ntt3LhRISEh+umnn5SYmJht7RVXXKHAwEAFBgaqT58+ql27dr6aJYwEAAAAAGQwxuhkysnMwWPSfiW5kySx4hGFizCyABBGFghfh5G5emdkdizL8gSMGWJiYnT27FlFR0erQoUKql27tmrXrq1y5cp5pVkAAAAAQOlkjNHp1NOZgsd9F/bpgvuCpOyDR4JIACh68h1GZifjfZEAAAAAAOSX0zh1PPm4DiYd1G9Jv+nXC7/q18RflehO341H8AgAxZdXw0gAAAAAAPIizhnnCR0PXjiofRf26VjKMc97HQkeAaBkIYwEAAAAABS4jBOtf0v6TQeTDupA0gHtv7Bf0c5oSZIlSw455JIr030EjwBQshBGAgAAAAC8Kt4Z7wkdf0v6Tfsu7NPR5KNKM2mS0lc7uuSS0R/nqRqZLEEkAKDkIYwEAAAAAOSLy7h0MuWkJ3Q8cCF9teM55zlJrHYEAGRFGAkAAAAAuKQEV4IOJR3SwQt/rHY8knxEqSZVkuQnP7nlZrUjAOCiCCMBAAAAAB5u49aplFM6mHTQ87X/wn5FpkVKynm1I6EjACA3CCMBAAAAoJRKdCXqt6TfPF/7LuzT4aTDSjEpkljtCADwPsJIAAAAACgF0kyafrvwm3Ym7tTO8zu1K3GXItIiJKWvdvSTX5Z3ORI6AgC8jTASAAAAAEqgGGeMdp/frZ2JO/XL+V/064VflWbSst1mbWQ4VAYAUCgIIwEAAACgmHMbt44kH9GuxF3aeX6ntp/frtOppyWlb7X+a/DIikcAgK8QRgIAAABAMXPedV57EvdoV+Iu/XL+F+1O3K0kd5KkrOEjwSMAoCghjAQAAACAIswYo5MpJ7UzMf09j9vPb9ex5GMyMtkeMEP4CAAoynIVRvr5+Xl9YMuy5HTyThIAAAAA+LNkd7L2Xdinned3akfiDu04v0MJrgRJUhmrjJzmj/9/FMEjAKC4yVUYaYy5dBEAAAAAIM8iUiPSVz2eT1/1+FvSb3LLLYcckiS33J7aPweRAAAUR7kKIydOnHjRn3/99dfatm2bJOnqq6/WjTfeqLp160qSIiIiFBoaqj179siyLF1//fXq06ePzbYBAAAAoPhJM2k6eOFgpvAxyhklSSqjMplOtP5zCAkAQElhO4ycPHmytm3bpjZt2mj27Nm64YYbsq0LDQ3Vww8/rG3btumOO+7QhAkT8tcxAAAAABQTMWkx6SdcJ+7UL+d/0b4L+5Rm0mT9/v8yrXoUqx4BACWfZWzswV6/fr169OihK6+8Uj///LMqV6580frExES1a9dOhw4dUnBwsLp3756n8eLj4+Xv76+4uDhVq1Ytv20DAAAAgNeludN0LPlYpvDxdOppSVlPuAZQ8rxS7ohuKxMry9eNlCRjJQVLLBT3rnhJ/pLP8jVbp2m//fbbsixLTz/99CWDSEmqXLmynn76aQ0bNkwzZszIcxgJAAAAAL6WZtIUlhymw8mHdSTpiA4nH9bBpIM6lXLKs9Lxr+EjQSQAAOlshZEZ74ls3bp1ru9p06aNpPRt2wAAAABQVKWZNJ1MPpkeOiYf0eGkwzqQdCBL6GhksrzfkfARAIDs2Qojo6OjJaUv68yt+Ph4SVJMTIydoQEAAADAK9JMmk6mnPSscjySdMQTOmaEioSOAAB4h60wskGDBjp27Jg+++wz3Xrrrbm6Z9myZZKk+vXr2xkaAAAAAPLEaZwKSwnT0aSjntWOBy4c0MmUk4SOAAAUElthZK9evTRz5kzNmjVLnTt31r333nvR+mXLlmnWrFmyLEt9+vSxMzQAAAAAZMtpnOkrHZOP6EjSkUyhY8aJ1YSOAAD4hq3TtE+dOqWrr75aCQkJkqS77rpLQ4cO1Q033KA6derIsixFREQoNDRU8+fP1xdffCFjjKpVq6a9e/eqYcOGeRqP07QBAAAAZHAZl06mpL/TMWO148GkgwpLCZPTXDx0BABv4zTtAsBp2gWiWJ+m3bBhQ3355Ze66667FB8fry+//FJffvlljvXGGFWtWlWff/55noNIAAAAAKWTy7h0KuWU532OR5KP6GDSQZ1IOXHJ0JGVjgAAFC22wkhJCgwM1O7duzV27FitXLlSLlf2/8vez89Pffv21bRp09S4cWO7wwIAAAAoAdzGrWhntCJTIxWeFq7I1EhFpEYoIi1Cp1NPKzw1XNFp0Zne6ShlDRkJHQEAKB5sh5GS9Le//U3/+9//FBERoY0bN2r37t2ek7arV6+ua6+9Vrfeeqvq1avnjeEAAAAAFANu41aMM8YTLkakRigyLVLhqeE6k3pGZ1LPZAoaJcmSJT/LT27jznZrNaEjAADFm1fCyAx169bV4MGDNXjwYG8+FgAAAEARkxE0ZoSLkamRnsDxzysaMw6MkS4dNEqSkfFsvQYAACWPV8NIAAAAAMWf27gV64z1hIt/Xtn45xWNBI0AACCvCCMBAACAUsBt3LrgvqBEV2L6lztRUWlRmVY2ZqxojEqLImgEAAAFwqthZExMjHbu3Klz584pKSlJxpiL1j/wwAPeHB4AAAAocdJM2h8B4u8h4nnX+SyfL7guKNGdfi3eFa8EZ0J6nTtRSe4kJbuTs30+QSMAAChMXgkjv/32W02cOFHff/99ru+xLIswEgAAACWSMeb/27vv+KiqhI3jz6RAIISEkCCgEopIEZAiIppQVcoisIp1V0CBtYGu4LrquyouFhB211Vs6BJYrChNFIiwoYSAdBAERaQKAiGVhJSZzHn/CBkyJBOSzGSGhN/XTz7ecu49ZzBnrj6ec49yTe4FA8Tz90/bTut0fkGIeMZ+Rtn2bFmNtdS6/OUvi8XiqNcuu4xKHxTg1FaCRgAA4EVuh5Hvvvuuxo0bJ2PMBUdCAgAAAFWVMUZp+WlKtibrlPWUTllPFWzbCrZP5p3USetJpdvSlW3PdjnKUCoYjegnv4IQ0Uh2uR6VeCH5ylc5skcAAACfciuM3LNnjx5//HEZY9S+fXv9/e9/V2BgoH73u9/JYrFo3759SklJ0ebNm/XBBx9o69atio6O1vvvv6/atWt76jMAAAAAFWY1ViVbk51DRlvBdpI1SSfzTirJmqQ0W1pB8FdE4ajE0qY4l8TIECICAIBLklth5FtvvaX8/HxFRkYqISFBISEh+uGHHxznmzVrpmbNmqlLly7605/+pGeeeUZTp07VuHHjtGLFCrcbDwAAALiSlZ91bvSi9ZRjBGNhyHgi74RSbCk6nX+62LUBlgDJyGkRl5IQKAIAAJSPW2Hk6tWrZbFY9PjjjyskJKTUshaLRVOmTNGWLVu0cuVKzZw5Uw8++KA71QMAAOASYzd2pdnSioWLhaHjibwTSrImKdWWqlyT63Stn/zkZ/GTMabYCMfz8Q5FAACAyuFWGPnrr79Kkjp37uw4VvjybEmyWq0KDAx0uuZPf/qT4uPj9dFHHxFGAgAAXOKy7dlKs6Up3ZaudFt6wXZ+uuNYmi1NabY0x7TpdFt6senQhVOl801+qQu32GWX3VTsvYwAAADwDLfCyJycHElS48aNHceCg4Md26mpqWrQoIHTNVdddZUkaffu3e5UDQAAgIuIMUaZ+ZlKyz8XIqbb0h3BYuF+qi1VybZkpdvSlZmfWeJK0RZZ5C9/yaIyvYuRqdIAAABVh1thZHh4uE6ePKmsrCzHscjISMfoyL179xYLI0+dOiVJSktLc6dqjzp48KCaNWum2NhYjRw50tfNqRQWi0WPPfaYpk+f7rKML/8cZs2apQceeEAHDhxQ06ZNvVo3AABwZjM2nbadVlp+WqmjFpOtyUrNT1WGLUOZ+ZklhoaFU6NlCkLD0kYuFjIyBe9qJGAEAACodtwKI1u3bq2TJ0/q559/1o033ihJql27tlq2bKmff/5ZX331laKjo52uWbBggaSC0BIAAAAVZ4yR1ViVa89VjslRjj1HufZcx0+Ocd7PNbnKsTuXy8jPKJgGbU1WWn6aMmwZOmM/U2J9hdOhy/LOxUJMjQYAAEBRboWR0dHRWr16tRISEjRixAjH8dtvv12TJ0/Wm2++qTZt2uiuu+5SVlaWZs2apQ8//FAWi0V9+vRxu/GeEhUVpezs7GLvtwQAACgvq92qM/YzLgPBovuOUNDkOgeJ5tz5bHu2436FZfLsecozebIaa5lGGhayyCI/+ckii3T2Nd/lCRaZDg0AAAB3uRVGDho0SK+88ooWLlyo6dOnKygoSJI0YcIEzZgxQ6mpqRo9erRGjx7tuMYYo1q1aumZZ55xr+UeZLFYHG2vTowxysnJUa1atXzdFAAAqgy7seuM/YxO207rdP5pZeRn6HR+wfZpm/N+hq1gVGHhsaz8LOWZvDLX5QgHiywAaIxR0b88yahI8EioCAAAAB/wc+fibt26KTY2VlOmTFFqaqrjeP369RUXF6emTZsW/At1kZ8GDRpowYIFatOmjduNLzRx4kRZLBbt3btXf/zjHxUaGqrIyEg9//zzMsboyJEjGjJkiOrWrauGDRvqH//4h9P1Bw8elMVi0axZsxzHRo4cqTp16ujo0aMaOnSo6tSpo8jISD311FPKzy/b6IGivvrqK1ksFn3//feOY/PmzZPFYtHtt9/uVLZNmza6++67Hfs2m02TJk1SixYtVLNmTTVt2lTPPfeccnNzna5r2rSpBg0apLi4OF133XWqVauW3n//fZdtevnll+Xn56e33nqr1LbHx8crJiZGwcHBCgsL05AhQ7Rnzx6nMocOHdKjjz6qVq1aqVatWqpfv77uvPNOHTx4sNj9fvjhB/Xp00e1atXSFVdcoZdffll2O9O3AACek2fP0ynrKR3IOaCdWTuVmJ6oZSnLNDdprmYen6k3fn1Dkw5N0tP7n9ZDex/S3bvv1sCdAxWzPUbXb7tePXf01KAfBuneH+/VQz8/pKf2P6WXDr2kN46+oVknZmneqXlalrJMazPWateZXTqce1ipttRyBZHSuXDQZmyOn3zlyy67x4NIAAAA4GLg1shISU7Ts4vq0qWLfvzxR8XHx+uHH36QzWZTy5Yt1a9fP9WuXdvdakt09913q02bNpo8ebK++eYbvfzyywoPD9f777+vPn36aMqUKfr444/11FNPqWvXrurRo0ep98vPz1e/fv3UrVs3TZs2TStWrNA//vEPtWjRQo888ki52hYdHS2LxaI1a9aoQ4cOkqSEhAT5+flp7dq1jnJJSUn68ccfNXbsWMex0aNHa/bs2Ro2bJgmTJigDRs26LXXXtOePXsc7+As9NNPP+nee+/VQw89pDFjxqhVq1Yltudvf/ubXn31Vb3//vsaM2aMy3avWLFCAwYMUPPmzTVx4kRlZ2frrbfe0k033aStW7c6FpvZtGmT1q1bp3vuuUdXXHGFDh48qHfffVe9evXS7t27Hf/Mjx8/rt69e8tms+mZZ55RcHCwZsyYwehNAICD1Vh1Jv+MztjPOP09Kz/L5UjFwoVVMvMzlZWfVeIKzdJ5IxHLsaBKId5/CAAAALjH7TCyNIGBgerXr5/69etXmdU4XH/99Y6RgH/605/UtGlTTZgwQa+99pr++te/SpLuvfdeNW7cWDNnzrxgGJmTk6O7775bzz//vCTp4YcfVufOnfWf//yn3GFkeHi42rZtq4SEBEfQmJCQoDvuuENffPGFfvzxR7Vu3doRTMbExEiSduzYodmzZ2v06NH64IMPJEmPPvqoGjRooGnTpmnlypXq3bu3o559+/Zp2bJlpf6ZP/XUU/rXv/6l2NhYl2Fyob/85S8KDw/X+vXrFR4eLkkaOnSoOnXqpBdffFGzZ8+WJP3ud7/TsGHDnK697bbb1L17d82bN0/333+/JGnKlClKSkrShg0bdP3110sqCLRbtmxZtj9IAMBFxRijXJOr7PxsZdmzioeI9oIQMdue7fT3wuOn808XBI32LGXnZyvH5MhmbKXW6VidWQVTqktawdllewunKTPoEAAAAPCJSg0jva3ouyn9/f113XXX6ddff9WoUaMcx8PCwtSqVSvt37+/TPd8+OGHnfZjYmI0Z86cCrUvJiZGixYtkiSdPn1aO3bs0JQpU7Ry5UolJCSodevWSkhIUFhYmNq1aydJWrJkiSRp/PjxTveaMGGCpk2bpm+++cYpjGzWrJnLINIYo7Fjx+r999/XRx99pHvvvbfU9v7222/avn27nn76aUcQKUkdOnTQLbfc4mibJKeRjVarVRkZGbrqqqsUFhamrVu3OsLIJUuW6IYbbnAEkVLByup/+MMf9M4775TaHgCozgrfE1g4PdcY523HuSLbMmdH6rnYLst98pXvFAYW/fv5wWJmfmbByMOz5wpXZb5QGHj+exGLtqkiGJ0IAAAAVF0eDyNPnDihXbt2KSUlRVLBiMB27drpsssu83RVxTRp0sRpPzQ0VEFBQYqIiCh2PDk5+YL3CwoKUmRkpNOxevXqOb0fszxiYmL03nvvad++ffrll19ksVjUvXt3xcTEKCEhQWPGjFFCQoJuuukm+fkVjPg4dOiQ/Pz8dNVVVzndq2HDhgoLC9OhQ4ecjjdr1sxl/f/973+VmZmpd99994JBZGHdkkqc6t2mTRvFxcUpKyt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