From 785f158eeb6f24924e5432fbacf26efd8531e962 Mon Sep 17 00:00:00 2001 From: Nishad Gothoskar Date: Mon, 6 Nov 2023 23:24:26 +0000 Subject: [PATCH] real scene parse --- bayes3d/utils/enumerations.py | 4 +- requirements.txt | 4 +- .../likelihood_debug/real_scene_parse.ipynb | 2056 +---------------- 3 files changed, 42 insertions(+), 2022 deletions(-) diff --git a/bayes3d/utils/enumerations.py b/bayes3d/utils/enumerations.py index 07d27b3d..5a209ba2 100644 --- a/bayes3d/utils/enumerations.py +++ b/bayes3d/utils/enumerations.py @@ -54,8 +54,8 @@ def make_rotation_grid_enumeration(fibonacci_sphere_points, num_planar_angle_poi Params: fib_sample: number of rotation axes to sample, on the region of the fibonacci sphere specified by `sphere_angle_range` rot_sample: number of in-axis rotations to sample, in the interval [min_rot_angle, max_rot_angle] - min_rot_angle, max_rot_angle: the minimum and maximum rotation angle values; max_rot_angle - min_rot_angle \leq 2*pi - sphere_angle_range: the maximum phi angle (in spherical coordinates) that bounds the region of the fibonacci sphere to sample rotation axes from; sphere_angle_range \leq pi + min_rot_angle, max_rot_angle: the minimum and maximum rotation angle values; max_rot_angle - min_rot_angle leq 2*pi + sphere_angle_range: the maximum phi angle (in spherical coordinates) that bounds the region of the fibonacci sphere to sample rotation axes from; sphere_angle_range leq pi Returns: rotation proposals: (fib_sample*rot_sample, 4, 4) diff --git a/requirements.txt b/requirements.txt index f29d22b1..54a0a415 100644 --- a/requirements.txt +++ b/requirements.txt @@ -31,4 +31,6 @@ omegaconf fvcore iopath submitit -wget \ No newline at end of file +wget +mkdocs +mkdocs-material diff --git a/scripts/experiments/likelihood_debug/real_scene_parse.ipynb b/scripts/experiments/likelihood_debug/real_scene_parse.ipynb index 2f9c2d40..54f92f0a 100644 --- a/scripts/experiments/likelihood_debug/real_scene_parse.ipynb +++ b/scripts/experiments/likelihood_debug/real_scene_parse.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 34, + "execution_count": 1, "id": "c9a75992-9ded-4c10-bcbe-a68d4e817125", "metadata": {}, "outputs": [], @@ -39,7 +39,7 @@ "output_type": "stream", "text": [ "You can open the visualizer by visiting the following URL:\n", - "http://127.0.0.1:7000/static/\n" + "http://127.0.0.1:7003/static/\n" ] } ], @@ -65,21 +65,22 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ "paths = glob.glob(\n", + " # \"panda_dataset/*.pkl\"\n", " \"panda_scans_v6/*.pkl\"\n", ")\n", "all_data = pickle.load(open(paths[0], \"rb\"))\n", - "IDX = 0\n", + "IDX = 1\n", "data = all_data[IDX]" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 53, "metadata": {}, "outputs": [ { @@ -91,12 +92,12 @@ }, { "data": { - "image/png": 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", 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j8T2ZJB6BZlYsE2nJ/GuaE+SBzIwJPa03L3cwDYz6Y72TZGJVScsEiuIAlkFfSiVDROa0zIzl6mWSshYSa9rifM1npNdycRgoLkSW0BuyqZwIUIIWSZpnrFbJ1ho+2CE1qhovJtBMIJKnJeEjzNw9gVr9RjDa+i8kpaM5Dx3cUoszJLbW0mBbXFHSJADAaJ3315uBUEumhCRaOjPRWhtjnBU80bhdRMqMZrQtIzaamUuICMH3cf/0Co93X3wIQuRk+hFhvb/8/PE+whpGeoQKAIsNWDJsHowT4KZjEpbT0BUAYpvkl6VOKYjGpNDSL9HDeZaOollrGY6yvg7rWOdpVzz9KV+JgE0BRTO4B9EwR173ZaT7mIukG4KZQUwbP+KRXiz5ZmZdGDQLBYBG5YHnpNBZ/FnaGHYeXhQkJS3hNeZHwCAEb3V4kb8BZId7FAxB6a51QZQ1U+osKFdFhyZInkH3UGuWt6+hNTSVRVEYGrnHmr6P9I9jB8MNgosMiOVpKj1C8pvvfk+7Jp72aSODugqhlIZyqbGIEtAA7fvIr0zxI2l39N6grmgAFAIJdc3hNauTYyl4MjBG1PRfNTSTcUfvfTPusQ8RLhWzooRYktAsPIUMWwghMyBiT1+ZWoBItRXJdFpEUEQwaFF4EUPRWluH3My8BF7C9DzDTAvNeksrN62aqT2ZC0Mhg3kIRIiCGZQBOc2SXCBC4YrYeyNJMAwZrOJmQSb32YkNIpUo0AzGtJgFE9I/GUkmKNVVUs+H8u4ECKdF8ce12YbYGqOk5EIGDMgVt9sto6AARBryqbSsrihJhjqtUZbMkiKVTWr5WFDiELXHa2gAsJyXkWZoJFoevjV4kg1CeIqFZSZKSievxHXo8/09Ixgi0p7G/IhTBjX5NOYpKCJyudDsw1dffvPlVz/99JOHAXCOWCK8rOci+WPyizVU5TjpXuRlyAhG8XaMgCvYTMZityWhYbmZIKvgKEQYyYgSXpzMQeL4fBPLtsgdSdaqTyStSDUcJBos8oAStHJ3moTW6gSv6BnlXvAwcHNsLBZZZvbu3bslUGpbiyEIyVNtMNwUQhBsubbLOQfAg6SnK2eCgPy6BTgSguQ629w+MytEeDpHSy1JGkoxl7tzssVjXuCpjVyE6EKakInX8sE6HtskGayCD2CS3J00wBq073cf96igjeP4AWDrSqx1Gm3KndPIHRALNqUy5dtH5QxOv00naoC0hojjkZMxOu4aSSk5rXxD7iI9WdbyhIblmUrNDhgtmcWokyDU0Gq0wQimJ1DppDnfWStDr2AgQTNGhNfHz3OMR0pGwdTTI3GuLM9fIlUpJWp+SwMpTgVXxGjiWsh0rMDUo5+x0wAkUWqIXJm0nqQT3J5je/zYATTzT9u2tdYir2UyyQ2J3ccYCV80QRXTJwCAsY9bGwTQMsAxqU2gWSOb0cjGspoIuhD7x31/fX3d78PH3/zt/ynOFhFJtK1ffvp4Q7uMcQcNb14l6hcBBLhqPOsNfHz/+tlFKOMuSyvUQtGVePZYI1PUKqUje7AgFwAEpYw5oZgO5dzlvr7xdF3qOWlCW8Z4sT3tS090nt+ezsTlyp1DTYnHXLE0pGuFnFw6NIWbs8xIzh2vkKpjTI+sv0c0vTlpsvCwVsawpIrvRSOhvK3lZLdYHKcdP5t1gGkalbdEMDPKqWRPJ0Kg58ZE1Dgnb3/al6QweQG3D19/F7blPrZwAwQhvKETsXGTBHlTnQ2P8vZISmZqoSUAgYDg7qHA5ErXCbGcXY7hZE4AGaUXmBZXY6KnFhEU6IIpUf7iX2vNwQAVtNZfPSi2ZiWbaE86GtPkVvpw8l2Eu1vvJJs1zUgtHNEaxt6SAxIQUhD0B/NysxZkRrSPIU8KSWE0msySFoyAjMqwH0+zIkCSCWxEgL21DcAYGb7aJdmKGZU1xXGF0NJOzc9h2kkRINsEymqtIRX2wNXMe7/f7wAjwt0TB9zv94+/3L748HXb+hhjRk2lJdcwTcA2vWlzDGawpDBzp21elYMYOAU5RRRSBTNU11prk7EDgNY4vSdoIoU2nVyhsIoNiHKtC5J6P274em3bNsZghAlccQIoi7EVYcjWmhyGlljbCcDCYZZ2eRISCxrP6ywx7Tadv7pCLiLANm23CKojYx2g5EJyqZ6MyNZaUfQyRZyFtpm5Z6Db4cVDkWq1dCmkVExaL/6/ovoWBi8MtEiTeaNotIgInzZcQgy6jAbrvSeblWELFVDvsb/e+kutBhitbN+1neuUQilFPAMf0S5b5Nac1iHlcmuNFZJcyQyHM3EuyJp1IarEssroBVvmgdcQaK0pFNJINZxLc1YDJ93wyBNZ4qf806dPn+73uyTawSXYwxNKadnk1vOPmg5crIiukwirGJ32rKeTg2TFY7kk6FBved0eFDPyAj686lZacVGTMj54guPbCJsRFE8jSXQ4TiI7DRhCk8DKHx/i2FIZy0RWKoAeowLO3zBPS7JtFClI1Jpmgwg4jwCduYaT3TyFnNeZnCvwBN7WPUoTukBAVNjDMhpTrtYUCycFFIEWw3vvb58JwDVcQ+lnIM/mzXpb/jUZ+MZmYLC1tpWzUobMsWhthEIx9tfXTz/v97jfx7uvvvLJ4ClIM8Ai7JePd1/IIUkXCUFrkDDRegPAxwgzzRCCCXROQQWAJNNJHWKyn59DxvWn5MVbniSTQGynbyl7K/8rpVf/0QwI4fFbRvKCFAhO2GdmEt09manOIvA0ea/iNafYT8fcceaS+BFNlodYp+nkTi1DN4ECFmf/du4JRxLZzksC8BzPN59vE3UjZwHuKIOp7uX0XOUr3B22AdbUEe7tOUYw5xLTUFxCKdcwT/IrtnfXL/r1wt4siVqVzjhYFTiY2QiaRiIBJMdG0V2At9Ymc4koq00uh8xaITB3b4HW2mZt38tIroiNdTHS2OnwjB9MSbWiHAUq2lyFurZJNLCCRjgZkEwtyMw8ZvCfUSyPE2JHAf2guKWLnLB0yOQ5iWmkycDm4XlH2ay1IjvO/81Y/0igmafdBBPde7OAJPdQ0sv0kNmSPA2E4CEAfWZ1ySzZl+JXYmlE0qCIIFujiTqWg01iZByOlDI2vYUkrfF63V5vZmYeuzIK3gMNY9zjsod2RGtUkpOiDXclCs6jR7C3yCdjg0rgsuXh5iQTa+lbO2wyBhnFnqQUbwjpSfEcxzRdHCwJnHOIJVDWdUinGKboB2np+aPSDbc2CQA8DOWVyN998+1vf/n4X4AbkBFhuECWNp+YsekmYxjCOUN6c5DhAAz1FQsr1F+T/GP9k5P351JUgDkEMliRUsfJLlii5O15XN0wGhWSvDIZefrGNFZsTTfdE3VG4xAHMXcTp+kkqiXZ2gGzxog//OFf/Lf//B/dvVmbMcsM33/84c8vX3xnZk1otMyXBEpKcpFndX9ZPpr03FWYvzBFKoA6LUZpwojTVZ/HZhK/ADy6GU882Vm51qsZmkXzQIQDKRyLS7ARHpPHenrCGlVAER67v77ePQZJIszamYbLUPFWw0pekI9Y8Pm1TmBGuFq7aGYLKmN3CsprQj3La6UZOPU05hJ/b5xlKWFiHs7W2tCBdCNGKCrKuJIGjtVevNaTInz4AmvpE6wPn1AOj+SMNZJltBx/mTcitWTDciDC0rdO0lOUTTi+gCAzSq/U+jl28IAspWLrfD+zNQ/zkkFq51HnKVVp/Yhg41dffZV+f6+sYaBEvCT96U9/OusGha1/tktDg+RmrYF5eAkZ2wp7X+sQNMnHGH7fbx8/3Uf8u3//PxNbAp2Ut+6KeE6tSPU/RU+DZPC14vNb8ouaoAz5OJsiJ0iWnHGZ93Nhtd45fRRam5+m1vSpPOy+SqrJmaqu9n3JMU3TLpJowPElklixgzM6KKJZE0FGKCaUyO9YKK2OaxI2cKwbpElepMt+xtjUtX4+5PNpGcvb9HALlkRay7LAovHMIdX+LJ2VrxnpiIdbsUxPep7tiMhEsNzTt8kxkeG2joVf6yQYBVzff/P7f/Ev29bZanHSQQ5jRLBZRKSL3BVGU7D1HtOLkiJzxhBbZqCRIJjijuWvt1CMlg4MgtwDDsEIMp+Wm5Qx3znwQsvWIlIGlgs1QgvMndcql7fBlncipYQJlvSKVJwvjWaX9GBMWz4iWnJ+Vid2jGGWfmyJwd4yaKq1Boqku1fcS26N1QFIp+/dh5llLLjo4bEZSW1ExnopQlhcaYWg5RP6UEzDQjN02sCg1AyZq9KQj4KEc2ZleuyQKd9Il/fI6gakmV16f7ler58+fcq4E0sglTFmHuN2v1w2ZLocKES3zP4Co3FmQKmIXgsaaFw3MnNKMMmts1w/bDIsZRYSyKYIhWZwmbtnsnovpeRkbWcF4leiYIEoYp2ASh8GuGw8IB2aEp+RZapP23q/Xvb9VYpMcZD2iGDWFpERNImRYVrGmZezVFflfp6iBwC4+xj3YqCXeC3kk2opmTBLC2Ex3mcbemm1Q6ycZMo0QQ9lz9Mcz8Lu/PF8JRav+8PKr5D0qDhqmt99990//F0xCpARnktMyfdol44BM5vWs6VHLzkYBTF9wQnvWOoqw4+StV2bVei2sWzuB9/9POqZJ7uUqE1dHhHNprI+MWFT5YNokhKb9W5jDAUVJI2nwB2SCEFZmaECh4fGbWStCjTKpvdpXtWYBs/D0i3wlCuTtkvu/fQuZa4wTBERMgoKhbGn21WT9VpPWYzF/Ir1nKcLJ86Y7tM6HM6O9ZuzNpoHWGc3lown0uf40rdnDAdtnAez0vo0Mf862GswJ5Dx8PD1yhVbkWH1uwNenIm9lFs5tGkhvHkgJyvw2d/nhOcEc7keGFmJrW2993UfAwoF2QRdLy8fP77aKc2ls0Noso2X3rltTSZu3LSt1cA6zDNFqeYJ7T78LrjB49uvvv3obqBgRtsjkz8sIsa4nzMMnl9qQOXBrFmcj6uUNTHYHiDHZ0gsLAaxpM16oMgFr3FyuD887Wk7yAzc1MO5PVmhRMs8BtIWOZDPMWvLm7ROXa1bpmrayTis18LK0+z/DOFQXCZK85acLTcVSavIz3oDtN6vNNEXWTU/oZR1NsA8XWGzxM8afx6Y8+U6jUdL17xdUgBQI2b4KWJ51SZX1s2M7cJ2Keo79W/+NZ3v6YtnBtIj48gj845ZoQ9WRzpp8ACgipYDpEa21gLIoLP8YkmrnEiGGx/xyid7foTDCIRZ1kup85AOevEU+Ro064TA2KzVySG84jIjBfthkzAwlYXJIwLo6SVfumOPJFC09a4Ij2jyCLfWMnMeJBittwrVCALYGgHsMSLclSo+NtssFO5ApzUGFJV7kGp9QswDZHeJFYN03I1SJ1yukwi+uU7nE7AMPGY4NQBpBNi2dtnYWwPHcBMtv5ug37W/ar+mt8LIkCnQrFdE7Yp9qKBpV59618w9ixcwIiKC3NZ2JrbJCbS+AQjJrLIa664WZ+MNVJjR2DI5s+IqmDZLZmESpmbWMvvmgcFOL3CMpZJrGPP66AQGzWzbtt776E1D57W26ZYkZ3aFHsnCeVGTy8wc4SwjYghD9G6Snz41Ve+CHaQYWUMRQORtzRjXxyyvXEOrCK2lLLMaB0k68zwYM2xqDrItr8ajtE0Rhgdpd4IORsDoMrPOi5ndxj4dKMpUQlPEft9fb9e+Dcu6IY3kDPEGgEIyb6R8Hqf8thRPpSQqKJjIrOEJdnzKvqRVcjcJsNmCL+lANITKJaDMK5zRipIq+LeZBWFG27ped7JK2CiDm5mFBIIznzSLakWM19ePiHvv/RTfA6R2yQqOXLmcmobHmcc6Q7W8/AKRLjNWxZFp5C0w9HgMlkJV7tSRI8kpIk+FCU7A7rwFMxglFq98xmHzCUdayeMsDgilSbhlmZZjXjmMR/L+aS7TKfzw+gwaOMbfzmv+9DojyLPif3v2Pvvwpz+VCJ2FXGZ0xwG6r9drjr844/kNEQHb7reRLps4qbQUNZdr+ssqbZygsacCMLN0+ljDtBLl+9hv933fI+K7b38Tjgz4WYNM4Pv6+vq0TQBAX/A30ADN8JjP0FcATMEpJuvhdizOWyBSkG5iawAZ5sDT2lZkrZwFL+KMMr2SxFId5kPizUl52LLD+sUIBdjWSavI3ZPHAPQZRDRdvZIRgabICo5s0yCRlEH9ePMcZvr6cfv02QXMj0wiMz0tlXNYYA4gGYrlug3tSWKXrbLAnxNAWMXt4ZAeeVuXnEwoj3Tm2/qiKYHbRIMyWmuXl5cEgsWfFeBrCfiWVSOIwAxaKHwYMcim+S3UKmWlFBo0HmFwIIDeZphZ6hPPCl/svY8xDiNwxmNEBfCU5DxbhudFvlwuEWpMMhOBYtBj1shMVt4AIhZNwONwhxFR5xOKWXFiVm8gJTmpbWu32+3SukINMIV7tNacxSnWCgtdMmlrTT72fSd51957B+bpZoZfx7ZdI0Jmq3JTd5paeS80eQ4jM+81d6kYmkg+DyR9om8cMrcM2RMEtN4vm7WX7fLJ604i1wWB8HG/2atv7y6Zy2ilfAKJ4rFiQfJIWcYxZiwUpSWO8z3p7MvEbEVcW8cymqu+z0OoNYBm3WbpwrwzshYRSXt0dlhdyNT9mh5xkmg2xlgmUJvEEjOeoFFSo8Vkdg1BartcLtfr7ZMhZqxP0kjpPC1B05br9gjwAeaVS/dl5jFZuBMRiLRIlsrh5HuS+yy8r6pisK5oLWCWuIhDesqQwPC4lkpDS2ZW0TwSkAHfVS5RM4YjIjJRvIoCnCzyJwiLBQdTUaHfb/e//uv/4e///u9jlteRFBZDI4ZTldWbSYZnTi6zkivh9cRTrjgYM4vKl9RRzS5P9Sk80ubZw2SOj/jZmbnfe3EqGQUiIU9NICMwhApvwJz7Qy5effUUMTIOhWVKEkLw++svWfiY5JzX4ZrJuD2izcP1GQIJi4UCZiTDcQcLuZMkNy3actnoGaPxOT09yaQEGQ/4xirKjjMUYV03kuQREL32JfmJzEg9A04riw7AySl2QgOnAl2fYenyVVxdBXM9I9E1tpRj52eQU73h808+iRFEjBNkUJ3i0+o9flGtxqqjBBxy7POzCHz99bc+g0diUvt5H2+7f//jz2RbwSokW2vbtl0ul23Ttm29iv5woefM38x33pO/Tk3p4ffd776/7v/6//LvyAzx0OSgDECz7fb6S52i0wRrsun5ywqF6pr8WQ07I0dnLLImZfsW3q0//dr6Hx95Y1uyaig2CEvNRyXPrdcRKYjTESqf1WnfH2DfidRcvr+IyCDIjOepmSJTOZNDd8GfzlLM2nUPM6SfBrlOhaBtvSUjwh8epwbNbP18TJ5CAUWNWc6MhzKhn5a62HohHC3TKK3iUQKRaS4PazfV0bqnD3qHBPBv/uf/CSVFVxmjNB0lVZbtef1LEs7YpIhojfM95e1LJRGUK1owXWDSjDX2MDOfk4qIrGOmCYLzwOM4ZhmtayiffkHbRmRtF8syUbCGKKUGBKNZywqFNIJBoVnbjO6emQBjjN57hckhfY9iViqJaGCzFlkB14NAwplOywLuEdGt8chksNCKEiZppF+2HoBH9HTnWUMolCiFZnYPSWhQQHtkQTGR7A5ZsyhBkJW45RkJQjKyVlkrUrIZFWYWGdY3s/YAIHaW11nJavWti3a9vH+5jvvtBwfDsvRJSD5iv+2v3e/EheyokLMo/q+qrheSW2pGpxvu0w3EFZaZisTyJDAiDISwtRaV+ZffHxnqspTeceOO/Jri26x89kZVTAfVCcJHQyPchF1hZr1VxKeZkan1j+qDuXnbtn333Xc///AnADwF/OUBtZM1XLAvEtjllFeOflRkd1b+IwGM++77aJcr5+3My8O6Nw8CDifhRVY+SlU8gmjM+iK+nHtEpQGVfXMW8WRRcJG00ZMCiwirQnVrZQGzEDK5yDCFJQBY75d+fY92kX8a4d0ymM8i4pdPP7+8v7JvAPbwbpVgCfYFCHy6+EF7MD+KZodZO/NSETsAjAzIEWfYc0NmQPFEEOb7B8rxPyfICg5lOtuhjJ9kFXEAAB+qSiXkrBO5LNpgecrz9gQQqOJdC+EVc3DEt3ioHef2PMJa5F+BQb/2kfM/reVXZ2wGWmN4RmUtrnFpC3u8PrOEyopAkKrkRxXreWbvphGFGXBZ+d2c/N/nBzzZxIev/hyeOxbkNEJJtM7ynz7BCy6g/PYVOeGTFcSptvO35EPSRo5G5aNYXJRVWkyzCKWT1J5RS9nP9+HvPrz/mJwfh7WZ7BICQ2GfPn16yboM836ZWevRN7307WW7XC4dADzWqtayVGwTATA83LG7uWIfX7x7b1uPiIxaj6kKgkDsf/7+T0+W2wGYTkfJ6xYcSQ+mCr+THqvB5azDpvnMzAZlMUADACd2ezpCD3DzjBcBLGgSspmuYSeX5We3+On1ANxZdMD5s2ZWLsVp2tWWW1kRzChNBrPmkbKQZR2O4guacocEZC2oWXzyiLRLMy84GYRphSqrjvKwWVvyeQURtvxZs8x1q54cjrVfcrKCNKKdDC+PJB7WbVrFlUpBHvSqk8XKQHi5Xm+yy+WCyZJoETSyiGCb6fBWDoQRvtZQk/hfZMHU+KpgVvcAe91ferm5xSTTFonQ6BqNm9eVyoK1JYcLYp52cwVDp6ZrrXPK2Jg1U6oChpR3UCqer17hBLuhaIC5PmaYoUdhkHxktF12hUnJkZxcAQZQoaxrbJbRSjlmTVwWkhCxte7ulJrk1QvBKVVRtlQhUYu2bVsHN4F7ZHFXQLx72GyMY0Xepq+R7s5uxXC1VkK6jp00aXzMIEEzbO1y3V627brvDoyCNcQ97tix3V/HuMwk3YuogC6Xi2OggIVQeT8F5wBkRs9SaRNgsfLRxG3b3H0oxcs57KO4gTgl89ZQ0aAjkjoioh0XMre8fAJZx2uVXoExZES4t96rKlsljR/9kVQMvF2v15fL1feBx1DciMP9f35x6RCpiOJQatoqUEmC3Pd9jNFcvbfZI0FglVrN05bu+7c69K3cXIpK0zqUcBbPT8L6LWjIlavLI0ttMaUDrR2mYVFlSCZfDfxw/RD3aNbCM6dImXX7+vrx9fXdu3dfAghiD29tJpuxqpNjehnMbHZPWYekRMYLbRb1wEzLOABKjiqxqyA2KygiERjhJI09pKq9YD18n7zYgxNK0y6cruTzAqaQBVAORzv+pHSrnYMH4nHBz190xjRSFdYJLXypNTAuRDb9gmvKJQFP4b2ZwpVJS3aSBhlUMDnULMuSU2vAzKrm+clKMzfHNn+ZrJoQR2xfnOo8m/XTuXowjdYKLH3wKyewdgGYGbvJzgMLsOY5yf4unBzDOqU5ozOvsx57wpcPJOssrFPSqsqPF9J6AKNYEId+UMiPm0uyX14CZfGeFKey9mzjNsaY0L92p/f+zZeXr7764vrC3rvRWMZiTlwZwJ5ArrXu87W/3mIfEfHHP/4x+zrmGBpS1sDMYn+oAqMsdgNATarWc1CLWfLjc4DMAK243vNfjzdX4MERM5cjieMJLD5Mz0s3t8pTNi7J9Qjrj01MP5Lp+I0UyaOgTnkVkkzZm0atP5SAPkwdvClA48/k4ppR1CyOV6x9LB9XsavZ9tAioiRXsaRl2acq4Sy8RWZrOE8WSiuB4GEQW64SSViAmSp0JANqGY1VOkBm7Tnb/nFSFr2xDWsv779AM/Yma5gYKQe+M64v1zFGhXjyIU/CYIv9Uwi2VvX4FniYiiksk754aA9QcrOstxQJteugZqxZ5v8S/bIB0blhr5zdPHwLS0VWEY00+Nlac+0lIscsjpblb9Ku0YNaXegtJQ9hEfB85qFIsypwUUL77hKhblkpripBZFR/1tyHsgyB5EMOtdYN5tq7sbFtG+/3O5tRyLaTo0co0i3uEYzoipbiNllwB2A9pjWQMspn2jZ7hWlZaMrlSZaYnU//GKO3CyDLJojtxTgiHZFFz3rAPfZ93KwbAHWEIthlIhDhyTbJFAqhCXLP1moyIzoW8sVJ9AQ4VIVe07U+lYYTNBiZxdgPK3MJgpBiehhL42aWas66NZKZxs/MYUxjEVkZFQomUk8GSFCzqiGYhfCMaGbvry+3j5+UhZfzQAiYRzPjAMrNXselLeVBiszyvJmNMS0tSe6Z6PCgokoidHkGPi/XTr4nzzoluTi/MyvVzTIfFcORVpQLiHRAJ+YmQPbWcNTRrTOA6eCoVlSPr7RWgljcRsy6SteX7fqyxT17AZM0TzduxL7v77LgJJDxvuuUllhn5PAqu+UUZwYgmbO0fauc9YPQMgLSkGRORJpjav159PXA6mmQ01lMqqXhkXWzeOISPgOsD0DGaiGR1XnCoCYb68NrFnksn+DjYRpGtFnldcGXYq5WsX7JkndpE90u1uc0Tp64tEUFYQ4GJw5sfkEGZOSNm9Za1k4gDW6G8bDcD4dhjrCK9pVhdoJTJUCHc/6Ts/RG5vCEBGtrZdqEnscqEeU2gPr0kPpjlc0Jdg/2y9gXFil6b+IPktNwf5jI0mGP051pY6quMNmublUVRZ7JR/j+/sMX7kpne5oQVbjJgeB9v+eHbdpjvfHrr77Y2rj09v7ddsjn2pb69hWjstYnIZ/7zr59+c23rkFmVEyFpnKekzFG9TNo2eXyeOlUW2SFUjyI0xPsk7gsARxyJgcbOAIocEKCxxet/VorNjf3V1+SkjtMqSWtCLOq59BO+FJPwmHd+jMYql9uyuyvFQ7N9GBkGRRfT9OpTNXWCER1cDEj2fV8r+e4Gx7xxBrYoXNz1XjEZJ+tiNJua4FL1GFFf5qZ+WNh6/mpc4jL05dWdEdrEbuZBW3bLu9fvv3DH/6Par3T9vSijh1C7z0iNjCLrKT8f2vqpGJlZapampceh/nxHEkyFUdE3O93A80sA/iyun/K/Ozc4V5RJe7e++wyouobiRWLggq2Q/XCObdQi4igAoHeOgQqIOz7yAkuKz3Ku1U+sfO97r27DgpgKELRkJ62VIIpx5hDigwKmnb6cngiuUDaCI3wS+vGPjwIdkYoMJrBZkNaEM0iImsLRZXAMLOeHdUzqVBzqwelbsGKfgXQoM60gNORVdYWp7McAJuxWbMX4xWnHMmUoSlixKxGMYAAd+Ge+QdSmsW2YEqmMYXFwMgCzik6XQxYBCPotF1wUNaqkOx0jQEIiM2CljEAcxeRK6Cq/QMAPpTTD0+wgZz7Hn73gWZBDGVnmx7saD1YI3FxBGQtQb0eK3H87je/bUex0zj+N9vCnFXvcbhlkBmsWzegW+1U/XF47CMTOKqshqyxI5uppD0a0SYub1XHpzCQTSP4rPvzh6V7Ukysm5/77uV9zNjJagPK+VqaUlk3ebVYONnHMZspe5plFIDf/e53i9zGrM+iuP34wz91qiHbq3hoCF4/1zMPKmUNI3d+Di9v4pDJUTJlnUl3t7C2Sh5GpWyvN2B2jtEhAo1ss6SnIUS2Vb4rs8+eeAVM3mv978AGsrHHHiurp3jWPGlD4ZA88CZ6L8rnXtnN1VsvXcycnTCIh1/O3Vl70YoEO60bA9UIQ6up19PrgGvzf09/WnvRwL5O/lq+c13fYj5qTZ7e9vTB8/PPb8t3PuoSAyrdsYFrFuvN53GuH2y+zsPLt67/rdda//PYiHY+J4AFH3Tn25V8mtHvfve751XSrNKHGK+3l75Z9rESGni5ti++fPfNV198981X76+XS7Nrb1m1wQyt01pNLZ+g4bPWSey7jxHf/NV3Mmb56+xqiqnaAWz9+svPnzrNDvb6eJ3PeRCjkO0h/Rb4m60Hi0R7MoT+8s/1YTSf9VDqT2r5v1VE5C38Ox/41cNd0pKB6z31JacPZgfhLKz/ODCPGKEdPPqprFWtXZszBabA0HGFJ2migxpMUtGqIkXOG7PoXh42nozqKagzEt1l7iqPvFcoToNazGZ21ib2RY2W6Od1k6q3co2ZnlQ0PveSmjuFDm7i9vL+qwX6p9MPJmzWuojdW6AFLq2vK5knKrVPTq1vZg35X9FgTTS2bNZgvV9mfBESw4wR7kr0kwe3XqWdHOHrku77HsPlkQfbFYHnkxYRoZHV2ZZLt1I5545EjNSheQfXBwF0s27pRD5udO/9crnkNV9uxrXOJIPuGGf5LLSQJR6q4RnRpkO/IIrtd73uI7WGu7eIFmHyhmgCPS6bNVNH64qI4WhoxVXAIxCDZp4OrCqoOytcQKhdDEmtWKp0uwAKZQuznIEb2axvsGYZt6Sx5u+u22239xkan8Ghs5CkFBqtNVVgIjKEgGRrRzJmJMAutxuBymsaIWUxDs9aLmwQBGe5g3PTmFsCRc2o4mZJWp0PCBRcM4RJzOxG5HJ7aIVtjOGtJUNhnNe4WctUqfOlHWNYqyy2ulATHp3VMN6otLN1hYoJzTCIMfyWR98uFx1OCiXFp8xuFLIuWlR2EiREeGstUz+zc0daJDHpOk0nKSdnNrVe/XUP16y03GtfDu9AxXxZyzgEJJuZ4UGqRpYOZU/3fOqHDx/2cEE952tp6IyttY8ff/7w4UMatHmXeBpJtv7KQL26s9UwN4AKkl1TkDQwzAyGYLi7qLQ7e2tpkQBZOIzhbmabHQ7NWlo4K4SP8Gitpft6ZL2ouhuZIYsC+W8C0jm5ivSX3W47YAFjtZ5B1kOft2+KHmAlnT0dj6ou8QjQpASjwKMmezpjySTZhOwhzXAXAKgOp3H61MPHy/d1kgnHX6s4RT7nTeJFLUvIUA3cUoau0opk1v7FxHMPq1ffUMF/yGjI1jZJyMqkp/evsQKzVwYfxrNOyNNH1nLle3RayakOH5TiCUEKOLjuPAjrDZXTeqryGGi32+3l/TXgpm6rXg5rj0j7+Zcfm8aZGfvwbjOM7d2lXdnALDBBsrNPQCBrDHL3QEakRygg6T50H/r2r77DNMzAB69rsqr77fZ5tT/XJ++anUb7+JCU/w8JKGeK2mbh7rx454S5lI2OlovH+T8A5MwSfSNCPzNCHux13YUS/JWgwJncME6fOku8DKpty2O4uFL68cyZ1HgcntI4EYqs+5L++qTCIdgMzlcln72FvJTU7MA6pz/NFUYDMKuWzLlIweebPnnN/GVWxyw9AKC6Iin/RhNGLC2GmMEYax8Dhta//Zvf+gvDBk2NFyLybOdabK3ZTPWguI9Qt2WbTVMEmDg4YZkZMp2jtVaVHY0RyrqZWXlAnscoJO0hBzdSkmMSeIA8BLStEdRwromqwnvSBTwr09aqOgdZsj17p+eZHGNaL6TAGY2cxxiaqYFjjHbZCI6x4+SiMativ57Fuqa7MCJog7MbVoHg6Xk4PBhbd/cMYVI6ACIT4UySYRAsGq5cdYSrV5ZZbW012WgQsspOCAR7SumTEXwyhjLDtCL7QjHcuhHp76LT+su7q5yfPuFOd2/zwuzhNvbmfVM0a0aQ7JagUEbSo5w1ofBovXsBncyKOl4pC3pVQgqgKvWPMVprGc2AE+GEk8X89sJUmLnGyZCqujtLaMZMCJXUZEQD3MgVjnBsTMbsmuV/rTWRLy8v930nGxRm5tqB4l0Sf/az6C/gqN6Oy3CaeI7f3ffMDxJDyFKiOI25HqVlOaBCFoJm1iSfaXlHi47lXjmrMU6/1fk5axcqUe+N27EWWWeG3CSNbFKsYHZrI9i27fqutesYQ7plpr0UnSZi3G96uZKdodRMjNybINAaI7LUsssDkvuwyil+AB9TMyXi9xIlZLUgkR+x0xXLpYjYrCmT7ubd67TO/AbRAhBDVglkMd9mJJWlvDOu41g7zfQIunuEuTPZ5RlXkdE5WfPTMZFXri7b2QDDk5pLrFTO0KmZDhxT5XoeIxcBxJEtYagMMg/PQgaWEZBvmLap2B6x42MV/jNaenKY5Wk7rmGIc4AzvOQtM3akIs2dzbBIcf67ZtegEMU25caZF+k8wj/nvT65w4D0BHM6ZRY0iccuNWsiR+1Wrf/MESfxkzcoU4w0p39MMLOAzMzev39/u90Uw6ybGsDdXVJXEPCPH7u7x5CCpt7bd99++P3v/2r4z6l/C5VKbc/sdsOzkaDWeB/+448/jqHf/OY327aZGWfpjWMWaSC93loAckMoVgGU847UlMrEyjV55PUPwG04WcLHburRtR0RRROqQRWKwxl4gNPpemu9aBarWz+TjApQGcdpLZvt+NQ5qaLKkTBjXsbax/ovMnDltL920Ba5ACYzYddYmmuWpDYveGxnMwxHwf95ZTJeNkmN04yikgufXxl1ZRlahB0AQ2bMbnjZRxinsIc1eZJ2arZZyztnJ8FtlSbODOKKnkfjze+/+eMfxhimMDFpo2X7F4wQKCS/ZcDISg5Vxnl586qxm8fuPppdw/PShNJBCYchEiOn8WDCKkCtSHl2MKxC0WlzAzzTRCIlDI2mdAGnZ1UeEVU1OivXRlIJNDOFiyVdJUQoKg+akUBYclHELoQgV+/ZHArpLYSHQp68YbW62KVkPahsniSFlz/CSmNg3/d+LX0huLwj6K55BQijNcvUrjQqihBJ3jS3QZhxi5JB7t5n37flHwnFKrMeq9z85HVymUjy6NoUANk3jcHetpfrCBOVBh6lMUb4TcbNg61nCX5Dn6xMWzE6OZIxRlb3FiuM7BAHNJKN5u5ymJnHnjs7L2a1nwpFmk2PASWns26G2M+Xf8niBytKg6uYBzOQUCt4LlaBoixlw5UZGmbG7frFl1//+c8/H+owy+TCdheahKqxVwXE52oGIPfWGk/9fNdQxxivr6/X63WaLUUNYfJ8nDdGM0KrMmVtptTxYODXRDITNsXpYqdIZnOhePQM5irNRrqcdfNzeULFGTw5XA4jdapnQ7OXd+9+/vnnEYCL5mQTGDHcfd/31trKl5yuea9+ofPJT5uLE+A7B1vkKmWNxbThlkrI6IV2etT5h5wmphA5+6kxGQIvLVT7qMRvKLxDNGkWaEhrUrH7GIogtrNL5QQRRVvZFTpsbjkIYpSVV9bnaUgPnrVj+pmlZCHI9FB/bmLL2pomQ6T3xdbDschp2hk+zm+089MaiJiRj6lmGhLbksz+w7ODRfFh64GTEcmnFWReG1oy6gT+ZBWGsbKFQJ0JuXUycyESUKaPaSisZQFLCFWD0B7DKOdK5jQfMmzO1s4xyJnINc/G0QbruCP1kfytv7zbAsgA1jEG6TEbq7/ef973/fvv/3nhXVp88+2Xl45Gt3cbO7KZ5ASgebnstGtHEhvJ+/2+7/2LL74RN9E4+4Ws80OJIYVn8p9iTBF5himpR9I5VQtkp/BuLPslQVKcM29m1M1ztN/xyzOUWxbOW+F8/udpVX+N8wtgda+ZiRqnaM7zM0muhAlJyQCuMTy9qi/LqW+KtXO55oRxmeSRObMmpAcWZ0LjAStXgZsGVH3c/P04xdQ2HDEqQwKrlZ/gkGSV9a8ZvTNjwjLpJ5tApqhJkjtnl/1CBD4UMdKp2KGMX3z9FdhWVMfq+OzuaUWhLmMAkRGMBpjg98pFlcC+kc1CFD2r5TNa5/ByNB07dzpdaa53IN2clpVQZgC+6mLmduf65AcLXSjnH2FJp3l0MwfGGDNhAYBadRk2VeMr+ORHInLHp68GkiITTCWNMXaXmenUj6pyIWARaEynGwAFEvyR5LjvZJUPbFsHyhiGskNQ+jEsHbEZ7DvG2C5NB3cLAJ5aOwP6NGCzatEMKBYI68fRSRTssyH9vu+St5a+s9l/MNRaK6FWuD5jp9rLy4fXTy0BMlCabHDcx7323VpEpukoJz6bOienbB6+uxrY2vMFq41HFWnTEmq9wWy5iZccySir8sanHiUjohOW1YYjqn8fxZYdb1eEckzlm5p38isnziJLdRDgDHoTENOp11+ul3cv/OEdYggfp3QoV/JZVGnScVys4YwneNSsAIfH7X6/P/3VNcgEw5bGhmXy7psW3XWoFfN2HIKMqxjsGup8Zdo+ZrtzkkGTpvWg1Kdnd+SD5JXUSQMHMxRPK3Tqw1df/vDzTzPfqUIaIuJ2u3348EGnWnqLaUvvO2ZaxvMSHYQBktjDkYN8QAeP6qEjZYuVAhlneKfqIh2SNDtEYyryMWGuJBnElbZiFZybx2UGD5xXtVFUjNsgSxckn1hi67x0xOL0VmJNviLSfF9oY/nIpmF9cp8xOciANVNZk+3Ihcqji8pZjtmC6gnW8JGxm1IvJeyRYVrHCc2Y9ZFWhNNpEU7dMqZRd3RJXwu14O+TKDj/cx1sAcxC23MYaRtoruRpbTPaL2zyuLWsp+fbKWc5l5Ezp3gesIn2MKErMPf6WIp20CdzcdoDNuq9/4f/9X+9Xq8v16yrt40xXm/7zz//vNlN0n3c0mQTtHX78ssP7983YFwul9xlsgjSaHZUnRAJ9FN0/E9//r4Jdvnw29/88Re/n+MFM3NMFQqG2+2WXppjkQu8foZay7NXCU7HvHT663MgINdarc3Cm5eH2SyZZKYZGH6Gp29HoiJgkuMcz88ElE3Y+ByouuTww9MwkJ0hgFa6rwNYTuBDpJy44eARAz2PRdYs3BQG7kt653seF8d0oiElZVwdKkeVJLMryXpFRB3uBHB6/NOaeAxI6c62aAjOoh4EkLEjxbIX5D6V3a5j3Ui2fvmbv/mX97hn2MgiOPK7PBvYKjIlPOtrttaYJ6fB3TOaLYO0ExFPrWRmrdHngeT5/KSDNVNkMgCmWcunGW1XQbqnvV7SQxn3/Wg2pHKhRMElI43ZOIIjpKBL3YRsxSTJmHX5CCbqEjnCd6BZ6yWvMj8SEjxslt1mwsRGk+TwObR5igpSW2pCoM4/hXA1eSOc6BOqtc7EKel1OmSsiaa+RFs8lgXJc9nryAZmLueCjGY2XBl18HRAq78hjpZrrW1m+7W/v91ui7pP9YYYv/z0sbFfLlfMjJXNNq1EqBlSRjLrISar1CYccfdk+DLrs6eSaBYr2mwekfOlzUmc/TZmtruTZln5CSJhSYA3ANUrIvWwEBFV5jwbJYbHOlgMMar521ycAALNfAxRlw/v2vXlHp8YR0D023iXtxX/U4lm+IJ72V6Jqt2h108IB7YULnUjJ4OLh1NeTvzemCgyvR2FYKsJjBZAf7gec0akslWHimHKLEsii7sKs5V2n9Vow3Ro98z5zTZMG+QRspZ4tBu++vKb/8Z/tEgIJiG8+R67v94vbEMELFsztazAnCW+hpuQxPgsjDKrmq/bPhX8CYYKMDYcobsqfP8kCFY8WUS255UDUnAC0LxH55Om4yinmK7zL8kDJJXJ97Vycb1e7/fX1trWD6rDWfh0jfzhK6bzZf0++1Rm7QNOT8cTB/nZF8lZRuQZTj19xUlnFIt8enOaDScybLWSWDJkFkzlBE/uMzX49C0kqWa0VFp8jK4jSxqQBxk+h1HRhMshq8kEkJAPs15RVslhyxZAfFIPeIwAyUelxvKIFVZ4fv9ZbZ9X7/yE9fP6gbP3CUn42F9jv8fYr9yvulz48iJp/+Xj/svPsqqttdbh5eXl5eXl3bveWtua9WbZJyONn2gEzMeKBEQhQuF232+/DL/h93/7+19eP+nSRACG6WQoMhoB4M9//jOqZNx0BdIxAYEz4eFBEzzyfw+vMw7DFH46/bUBD5QsEh4JYkQ0g+Cmg/bLjpFnmlS5mzoCUz4naQ9X8uNOPcdiPlwcHQ3fyhH41givZ7b8Gw4+GI9zRTJ39thpLiKMW0wPwMOirQ+TydCjco3z+4DJ/2l+6rjOaYOybNe8oQW2SCIZXFvjK+uf6dXJgWHN0idJFMQFvH389PJdlvGk0WbADENqsyXBGFWFTpjhnmYGWGujpNzgjKNTvQZiOf3zyvhyPuDxFY+kcraRNFp7YqxnTA5P/d+AikhoqbgjwCpRFxEGDAeAni1rcTQxT8LLU1pn3yBlU5ZIGRUZVe9VtDEohQ/EZbvAK8ZRgIzuMaOlg2RGc8ZQuLu15TOZ4BgAGtwCO9RaS9Dj7mYtmiJ06Zu7SxAzYNJMHkrtTvrJgp9+FwFVbIuhmkA4J4ZYsKbPtICk31fV8mZ2vVy8v/Nb9bGtj2TZm+GxDwVam9VI0B73ZuaWElSYp6vRaKYABQOqR1WEz3oba1S1ZDOAI8WQ+56e1txLNHP3rKyDpTfMMj7AZj25z4r1mcIQmVqAlJIHdYz6+/oUAHJwdxs96g3zZMtEhqKXYU3Smq2/HuAxTjSSyvknvA7/hWGttapBCM0BCpDH3lqbkSFkhnVm6N0pxF8FZatRB89btl7NwisJolTtbFh+9mfhRMlwqt45X6xH5i+Th88b8e5yfdkuce/lXAUMQfm+7//0T//09R//WIeezFIdBao85mDqBj9BlieolORc5t+dW8xVMOXp44nL6xunQDkAWXaPS78zolL9Dwsq5mTLOV7aep6Lk0TWIoHKIoSQ5VPfwO6lLM8zWhNc/+Vp/Ofp4PElKas66vGLNOOEjgxfCI8g2sx4aoZhp8IB6zdPX/pM7cy2geuzeWvy0ItoZnEqn0ky3dDnW7nAYv7rvDI4zCcBRKODqyQQyaSJ0nRhlmB8o/LtTaZwHraY23dezDWGN78Eq5xWmlamR/42DZUhjTHEQJObh/l+GwB+/uEHd3c6yT12hwPRWvvNd9+8u25S9N4vbJe2qVtEEJtD1RuGSuui914abeinn34CsG3bt7/7zdMsAg8QhOTrp3uzzXE/JoU3L3qpodN7hGlNZTjQMvomZ5ytyebvLSLQSpKfz/npPW86duTPdjKPE6jyGGZhwoSwDzXwysEHZLHoCeZQ1JmK7z+ez5MJgQMwAJMBi9MNqQLURx3KwwLkVA9Uo+gcJJpaGoLnO3uWXRFBJvJaJuuMKZylg4H0Dyx2ubwkkKo9o8/yGkLAIYgMuNCligLP9NCUCZ7ZPEyfzvFMq3+2H3/8+e//7j//9re/vbx/6dY2zjp5hFeSh1dvsUfksFAamRGBtgBn8RUKtOLpgWiz9OBwTxN+AS9BmcpwljDu+yxaH5gRuu5Dp7g1nDpzBrK7QbRWNSw365JcbmYhXS8XuUvhxRbhCI2GgS0TE2323ZHUGt2rXOxeUVUYEd0UEYMNRMlgpc5TO0pPV/suZWM6qaERTbMYVnhqjVC/SJotE1PlBExZUbWnYyG3cJrj0VobHllhRlIuUGQZzCAJhjKEy3QsaqpsFZJNu3n9npfL5RObWXfPmCEnywuVPRwvw0kL6ojVYDvEYsiETquezULFA+XQp9ZsrS1bDuQ0Tk+3q8BSOung7kFE6ug0Bcwy5zmhl2b0PJGRtxUHkw7ugaP1lj2mKSScxUke2ayeSuJ6vX74+uXT/vM+wrpxHEG+jhQtBCgmtZ5ceG2tpjqskNJRVd9AQCM0qJuhkxczZghpKcBYqbsVBJjKsiU92R7U22dfrDQVSTNpoJYoo8oOMHeWTXgEH4faq9oluWhmxswXodDAIX14//6X/WNESIejJLTv47VLVarotMg1REknlGmnWmw+xdMCMZ/FPWfAqslmLavx3HvDzIZW68o8dVDtXa48S9kdY5Bm27qsXXhWZgHdx84ZfaoS6BAOLue8pOvnByx+QmznN+TpMgGohgEZCzuLh9WB5SN8BDCnZ3M8mrmWT8fjGWP9hddbCIjpSXmaBeZuAlhc5mJ2zhOfJ+qAfechvS0/m2xfr5AMASWgn0/F6TseMeWbB549ZVrZ/MdnhSoDgIWn4TSGP6jzpZeDWV1s0OSxS7rdbhGRECTCI0Y3e/fuWksUzXe82t4v1/0+WmvukuiKc7Xt9Qril4+vju3Lr78Zma3f2q/soLVmr6+vT9OcUOa4MtM8VsI4AE9l5P7i0sX5+U+m4/OArIJtVqwwJs9XY/vMByPhCycTSQ3ybOuVe3r2WzyqTK9nHg/Psc3fFLiRMoMg+eWzg/i8v/b4HK3aH0mNYwcRYSsSBmWKnKvrtQTxuRiT04Q/LpoWFzsXzd2LOCLIhOd1IIMWrErNlZQwWTbOvNF8dl2EnAcNsD38NvYmH68fub0HgtuVKWUiQiFph4+I3pLe+0xPSGWDKNKzQZnJCK9OomZm8BK30KxTWyOpvZDkWegtk1DTMmdYJijOAKQni1QSeQRr7RE92yhM7dmKeuoxd2WFfABgpZdRUgDybLo7/YqEmTURVPpmLxsiw8YZ6Ulc/UKCaK3PE8Ip+tL4qqZOZrYr3OCznguA1mwfw+C0FYSQJUGCFVOofht7RFhrNIM8h022pDln8Q7ZVPVmbYyRaeF2ir6f0VoEhAQi+dnh3brDt8v246XrbiO2MUZXIuEEka8+KH0TEf3axxgBB9HYgaOZfRK/VXuF2WCOETH7LgNAa21UcoBab6mbs7RYNshAsq8sqGdmNqPTJkLwp6wCM+uw5Gwb6IxsMhIxmqE1LgNrXjylgSIcqaxnGGFmvffL9u6yvbuPfUQ0QsbUSDnmzH2GtZCamLxjZNZieWmnhWtNwK5oYPP99fXjy/sPZAsYaFW0ueokz/wyDx1sB8Bm1iFY7XPSuTqLqkOGkrSiszKLCJMJIbX0YBWnyRCxk4vTIQJt8q+qbFgQRqui1mk7tu5ffPn+40+hGBNjApBr3/daVQpWueco7zIgBYvmm/PBaVSTaciio5UGn0yAVqwh1+JILCUEgdizUJHqeCy+IQ2nOf08apHMcTC5paUgMhrgwQ94BhBHcFjaRNmzEgEyy5QsZEDyHKz9VimegWAd5mzpmGKwWFyvjkmKCoOJM6LtETrH4vwFPGefS81eUz7PdLl6nx4bp3wIMvV1Xi6mALRTm916z+cUKk50CKcn4TyeBzg43/SXoOrJ7YgzFD49benF028evvHp+Yc+AISWhBDJdJliUKFBKQI+wmFpoMqHD1QFufpIXjR3HzuNsSNu+09t69u2FYzQ4UOQ2Frx4P/8T3+OIW6Xb3/7O0OjkvS0fchmVpTgJZTc7/e7u58bM07300meTLYp6bnTghzr81hk4bwqGUKjxVHNFW/h2fQPa6kBLHNRQvKORjtk16MFcgBQNKn6QpXr8GGzM2GlmqFx7fjj5p2b30iaiReHF7XaqJ5mkd+YgFI1juQgK/AfQFNPQPowoGkdTUXOtVa1Yjk6uplpJKuXXdfPsbzACruabD3JPHhZdOKMsHmk/WkB35gO3ZkwslbM3Pf7/fU6PnQP7Xca2S5MkIOq9jXXK2vKCiEa5QEeLogMyys7Wsxy1pJ4zqLNTUhykUZU6O8op/k0YcGgg8zG6+kLN05nJRyWzV7zYz1iZqwo+z+FoBjRWhObpG7mWaRNms6a6YVYzFOVYrFlQkewtWaWDQ6HIEOv1glCqDIQDp1mXZlxBmZjtKwCAVlrLSurBDMT0JZqTKohHNl6LLLsP4rnTvjYU1ikpWuggI2gYktLt2o/w6Yyz/dfLhfPhNhDixnZZNXOLINLCpwYM2/o+v7dp/tN9y4gGBGxJYxTMHwPN/bskFBabQb7e6WmAjj8mK2aEygDeCNi3jBlrFiV2J48H7LKdmHhttSGY9ZGZbXXzSULMqoMhwAz9tBItJ5jA6Ojz8bzUkQ3O/cSyLM7mSGbuk1pHn39xdd//qc/g02AMoclgz6hiKi02fJEV1PFvCqLE4pQ2TxePLnRX18/tj39ti9gyzC0xrRPWtvKqfCous6Aw3J4UgQjw7qXrpo+tYdgk/n3iofI2L5A9ow0QJo125ZGLPMyKnweSMeB0iwKeEL077775n//3z4uyiH5Udcu9Pt9bNuVqs1bu1yjxeyqhOoFQp1gfYr4DLim7TF70RFVCG2OM3sxBw+nSZ5/eAAIC3GFjOfcbWphzFEdr4VspGoKWcpv1SYFSZNHVvtT5eRVWHOyiUioyjLDJirV3MrDV7L2dx2Y9ZvToNY/S0r+Zc/vgmtn98fncFKuiT/9acE7O8W9vbXyn76Rj8rvNJJUcpll9XnKbQ3vEFT1ca2VWetjZv7gx8+VrDjavBSTC8EEPQ+Q/bzsJM+Z8g9jnm/Cm6XTLAi8axeUSQZdMXRX0+12W3XUcQKU7969S+vJ1XefOosRGcKBM9oTs7wO2r7vr/d997h+8eV2/SArp8HpVmYYRmobj4jMYp7xwc+rugwhSWFlbD/+ddaZe2OK8NQn4whzWxEgxYwe8cRrwyMiW7oVNRCRN8XMzh2Kjw9GpBe55OCcwOkwRxJGqVNOfvy0iyqXCkB10ThBz1V3fD2tgl6KM0v5MIBawxQ3oFfdicMmtHUvdA69n79K1QDM00VJajCTZeD/GpskWkZLJzS5CsKpG9O5taMmSXaaV/6hoahprtIBJAfm5ZIihvt+MVwMrTdTyAfNZi/pB4QIwKyX4lxJXTjgdSDdnUYyXAB9KH1tuYtLLxgQmQUCVE2+KTQmY2PEWGOWFzVAHXxwRKQXZUqAPI0CYA0eOxuHD7QNRqLt7jLOCFc4smiX5WmkzaOLFhExhgkkumZo0IwTIxkebBAbUWX+A+ZZI2siWSIrix0eoYyGD5miSgrUug1ng6GZuFFSMp3V0ao/WRIkWyDCt97N7FYJKGQwJtg6G6b5cvfMgUO5tUAzRSxgkRSKNV6u2+1Ti+poVOGHHvtws31PHAmg2cbV1Y4tnaqz/WINuCLqs5VZDd4qw5eW9d7WIBNyTclvjkom7czyZrNNkzEpqKw4rdLeHJngKgK22rxk3WCbhUPPyzjpzWNVz8tl1iOwbdevv/72fvs0r48Wq5rVNYhK1V7XEiT8cF7MYiKAzBUmthZ3v33h0YTdwNkWZSdJ9gpKOSDfBCQxY2CmsE7G0Q+GsmwskLReGazkI6Q56+b5Qy4Lz+9BRSk94xKgKkWpSsmQ5Pt3X9xut4qKKabQI8anT5/ev38fJzBANDOLzErOhIACfEndu5ktLUGyccVB1t41NGoGA0+1l0oOYCZYeMjdMwAGdrhRULMVragMskX46kN6emW1w+mXZ4V8HwM71SbNnYqAsccMtVZN2xOxANAZ79TdNGC6GOQr0YET0K7N0mTxHzfuUMM1tUcv2xOS+zViL+drZp91AT99vFw2b5jCJXamiGeVzqnw54cnmVUxSVQho5moq3KxtcXZrocvInBxwKtNZ37DCaitQ7ueOVe7pqqY6mR+hYpRSAX/EGG5nrnUN8nZOCYdfC2BW569bHl/CPeoyp4vL90QFHzICFiJrzFGSw8Ga3jurqCA232PiNvrfnvdf/s//HY/M9tTPpzRucn2e6WRFl4PVozYcVqeVUN6Bc+IfjJ/zy+dfplOSZ8aZD3wLxyziEgo1tkQ8ECIQTda8Tc6TIsV5rGeXIkd57NEB6qO2YT8JshO7uM1p2MWea/j4Wlrv1hBJg2AWpD0dawmeZX+KM/dLbsOOD6bITQnbYJKv0OahkB1AVZfB9VmOEeey1SDwiJAI3dKEip6Ps5yydYdydLH56WrT0kSg539er323mFOU1gEM7+hIugNlddDUw0ikk+FhKHjFASNtIAtBjbP89aaQrWnZivkd8m01poPARiZfFmlZenuzebRnbDv8biaVLEuLLIGAHZX9inLsKV0KhZfOOF4FVALlf4mfUJSTgI+wjV1m1VA2sSdw61lpn+OzSmxUk5tKamK0cwlVez3e+M7QznRaKRqNYqaKSUcmFRXn4sLQH21mIU1dh+e/dPzMA7Htm2p6Ve2kQ5Crp2iDYAptRcxEpJZz866Y4wsaZ0g0uF3v+N+f//+/UjZ2ExaLZ8lKWABQWzWBF/JkuXPzSIvJne/tF7HN/tGR6SNPpKfKyRhysrsHlkvn62vd87LidZaJdVkzmPAA0k+58WPCSGWitqM7tXj9SQFVGuvU4SQerPrhg4o0q6YfTklucuswplZqguF9KfAPAMmskVAwbHH6y/3Dy9fVlGPWTGRQCRjpRSkKjdxFmkgk7Vawmvp1ym2cnPLyG4t0yp99hKd6UlsUdzkg0iXjsZctlIBCjq3uU1r0Yyktc1j/+73v//7v//78Ps5ukvS/f4aMdC7JtrprQ33hemxwIoWc/AZ9gvDGYoZGSMdKfpWHYcq+iGdoCn4sjBm8cFVe6lu0okBCsmlxorVK8d6OrufnLxPr3lCciTBEojViWEdkmzrwuL5yqJNi7lNhKcydVj8/gT6i19Iz0F6H05ZO0sOPtB465nLLP4sP7fiY854+vnFOAZfkAjrKxYTtGC36ubCiDhp5hSafsKF67/PP5zgebXmSXr1BILXY5UE6qNqX7uVKkEVeV2UB2WQaH8Jl6wPAg+pHmeQNBR3H/kQatF8GllUTCkbdwCpPi6XS0RcLn3ZUYimaBoAqC5mO2qP9ONlSfn97hFx9wja+y8+REQ1mEfJi1j55kQQGyuA7wnrVy78eZ2yPPLhVnuY/tOCnM/V213ABMJ88ymdzl6p1QLr5xqT2YU2QzIaYJYAVQ04kjZ0uvISgq66ShUHFhk5qjr7ZzD/NLUafHXrzjygquaY03ue+FTBxY/QpoF6UBuLhdKMAG6YtxeYWd08AXFxxitXtY0Tlaw3krlWuE6jAzI2PJ12uUJAlyRkOYL78lEA4R7NOqnrdunWyp9sCcuae2EOU7xc+hgD2XtPQTbNGlIJ7qJ+btn3POHUWrwxq5prRvsldHNkqRefVtVDHLlDdx/m0VprzH67KueispZyqGVBl2rdddpjVzlIxWRnT9rKJ0ZMIjHz9Ui2LFC/qApgZD5cKlC2JKoSYJgZwnMXSY5wM0tSL8/Tw8lXhRM02xYoz8lGhCGstW7m4x69pysJ2UhDqtOWzrXzrdpHSdU8Bonfs8W0u9xHIq2TWIe763NXOoW+JBnbZSvLOz36yqIqclfsAx4+Hdupr2OWCstFyRFFIJPYk6jMQ5xCDYFSwDNGIYqMPpRW733PQ5MCIh7ChNeMLtmUaUWrALUx6GfDd72W6WCzTlsqVTmsNZ6borSW8/rmm2/++3/5L8YL6pxUnT+SyqaQ8kMU5qYSgJrSBBmttUbzcENYpltJ9/v9fNxjtpmfM8liillx6mR6GoNgJG9kZJGdeSxmwQxKGqheyWTWLjGzLjlPTNYscWlAJYTl6i4EsC75FE8H/1qykU2Md+++HAMbrTB2hNElz4qDOBwRyFZsmnhrTZ8nu+HhomYwO8pXdL5RmK2Eai5ZOek4zDg2WjJZxgLWuVX1/1iw7HwjIuKcQpTXq53gpqTe+7a1Me6Z9pu+gFJO1emtnIMRSJfTurkT3tW2ZhGL6WhLRVXFulfm+2R2UmgW3Xce4Qk4Avg8mtHkz6a4Plbys6+IsAngfZa/WZf913T/+ZnLxGIFGBzWwmpqydBKFV1MABfmPdGc54eTPNf0zrnPohUVr/M0sNmiLSaqnE8re35Fl07RHFkr6gCga2FznO5eYQMYpzBH8xEVTTXj5Br4svVLMzNEDGmT1KLRWWD0HiStLmHGqtPd99BPP/18v8fvfvcvRmQhqtz8AmqSKq9WIWLr25/+9CdVLbFxgK0Mejm5CPE5LfDZX57x7uTRxnkjjneezgNnMhY8Zmj76VsARSzGLuKhrMkIShaIZi2Dhu3NIX37mzkeSQ/BDOXenc7TpwlOSNfweBcmPI3Mwq2TRvNif1cpLj5lImMBx3ogn/6aCQ0omsBLOgGGLmk/BUQBSzVM8JQ/J6CogvGZY5t2RhNks6JnQckpy/KOXMAGvry89N6zLv69USo/dqafZphw7+buoCLcABAh+godrnTdNIgOJ35FiqPwxDohJS5KzrdYCg9hVolxeYNGQIS1lhXlltPPQViz6iRESTP6rbs7ZM2qYuVc7RLduVMrkYJQa9SIxuQhmF9BVVc3zHIyzGo75BgZosdFcGmJgiqXjcUpTiMkVXS1PffhzZqgZrTeQpEWckS4Miq76Bgs7JLMgbckkBURHTFibK0LFczuEE/VXM8loMw6ajmKxszvm6qi4CCA1trl/YeP912xgxWEl7I+c3XR3h8bPK0Hm/kq6bz12ElGYHXWw4jWuxLgpe+oQR5yECswongy912zZncGwEliNKTeC2V5u+yU1w66Pp3Whlk/AgXyTCZ3nw2aaqhaablzsVPTmFl4FamPiK+++fqHH37IJLEMbl3qVLN82lpzSTjFY1HGKvZzHH1J+3gVBqrGhuERiCzRw0nan8WoaHhA/hPKkFVe2CqbMe9Y8nkJryfB7mdRAlQgsyQaDc9jWLqZM5NovsHI9u7l/cv13bh9ApDlN/O0xD5iH2gxzQCgHOsPiAGoWL2V7rDWKrJntGwintR2yn8u1+exDnlQZ94WSTvDjqyMWBB2+fsmHzZX3syq51HaNPn4U/8SAL33Dx++/OWXT0Z5Mr3S4slIapZ+zxij0h/VBBnTFXisSQDVD23i7HVUMJkM8rAQtHLtwfM7z+fwWA2semwIBU8rhnnIFzg4g+B404NhLrRlVcKYeKMq9mUR7FMzm/NIkpufcXVlM/AxhnKdN76h7p5OY1kMj39a6DAPcwq+1elknpznL+IpulQFAafNU7386qYDkBiBffeIQ8mZkEAt6qw+A24D2xI+2dzyqOagkqPJlEQwFIps4ne77R/H+Ne///0+ufbThEPwzHper0+fPu0z3Tdm15A5tdN4UtmelvBRntdnnmZR+/LIvQFYVf2AdBSJesZkT27ip0O1yhHbqaqfJhmOqVzI2ZX1BN2y2hlaHgwBs9gyTjdidsuQRNqpBGp5h/JJmP/Iwi7TSHCQrg7AkbG5s5AKUJHNFTqTGFZAtToEko+c3oCp1OcZXrENq0g7MPt6l8Mp/1OxgyveBdRz9O2arCQvr1GeTU4dkp6f1nvvveeCdmZSdByrYJDcVBmFrkxPL208exLaFA6gnn0IMd0sZzIIxyWqpZ+Svnwja4tVbRmyNl6EoFCzcn+LMM0e7evcE1X8qR229P1+TyW4/Lbr27OtXFR5cAsPTT4opdYKA9sRqUCDeNCMrCwWAA0M9wFzD2PP33gUTWEGNMsiTeVoBqJgexXImw3kiXTpSvKCBQQ44K4g5VBPKjJCoV0eoc3a7KZyQPKG1tjMkvz7jKnnvmcFmkvr+/Zu66/3GBGRDUrSD+f3m99vL+9Cku0ZeikmSEDlYK6Emhr2jHxnp6zqqFXd812M9P6ECsvVlrfW3AdPVbXIs7Kvra62Wo/HPiKstYwGjgiwSkWZFV9Yos1OdbEREWHW8fjK7/3y2y///NOfIbCZx1hyKwVNHosMvmtT8JHMGJHFQGGWAEjw2sfO8J4lYFS8MoBqp4P07DBPNoB0V06prTP4WBCTVCUKFT/nQcNsZVagJ48gJMlaRqEdbuK50AcaqztAoNTDZBOL1wwgaP2bb//qv//XPx2gIxc0xqdPv1wvLyR9XiGHYMjmjVk4iytVnmd1ftrQTNOf7WGFipvN8jl12NYP85UrFh2Jh8+G8unyHw7Qh69EcF7viqyqwYrkDgwfX335zT/+wz9JQc5otmkItNY8BoDeL5Iyl7BWvp18qSjxr2metaTk1yCUTf+WkD8+mys8A5/LD7yE5noIZ5Gws4Jc37j+eQROHT2UU9tYZp4+vZ7A5dNDHt9qrBAgVmAjjxDAt8+ZB8DmlSk9c3ZArxl95useJ8jTk+sAVBslYKY1kFUg/Wle81QUcDxxNorQUAzFzHodoZX5mcUgDrYjx7xlufKZL5APj4isoiDWgYyIPTzm9489fOjDhy9b2/ZiOx7OKh/hsu+DQmiA1cmmneHFm/efz0D9ZtZwPd5/WueCOOvnN2D9/F0A6Idpt+oAnKVEQkMANhvh/IWn5c/pME041wqT3tdff+1UnA9qvTMNeDt/kE9PKJ+BUsS2WhGyaonA8eal6fSUE5EO06cpMLV58oUk+ci8Ssr4V52Ew/zv881NhPu0i6nMJJWHjNuXX30ZtE+fPvV2vV4/3O+v79+/DIpEq7rEBghCb83CjTRGXlxDjMhiao0kW9YbLWZ9QbS3Kx9vDljJQAaho7nclMzppTFaa9kpsyw1tj6ryaoKd2dO8fQahWKmY5tUEYWeWYGW50oOsUguMasjFoF3COGZgbAq9nGtf/ohU29mEB5DxkokgNlQZBOWdmmS9sQJp7jnLHlzv49Sv0HX4RmAYXnDepTqMVXx2GA3GIfoSTLPWJM9HM1ajKzEeI6fWCLmvAcrLmoy1Uhv/ba9a+2j8JFm2Zw3GYWI+Pjx4/svnGQVDRYgZQBmUE8FotY5MDOzltLSzDS8tabh8GCW0Aswg9WQzebRGjO2m0SvylvAqlT+fMg/M1lUmeqEUMkorODugl/n2POMV0s3xFKfZvb+w7uQr4ok6+AKQ0c9yaPlg0EIl5Aty/IxCRfWe0Ljn//8T9/+5tp6hyFUm50wcSUlaHKQEYqIZtd5uxAWC5x9jgrJ6D3Nq4dq9ZfjjxwMG1qc2IhiHR7op4f4sPXL80eGj+3luvV37g7zFSU6cPvhl3/+5otvr32bGJkKwJrMYuylMHKPkQhsxmUU+Ms425xgApFsXpQjPBwxwQyvXI7XkrOzMnNkFEE6k3JaEZHXNapc5VlhVHzhmmmpmdz2QKPx3YtnrNbkFY5kP/eSS3pwJEkKp1RYN/z4umTF3HebhfXr/ZnwnyzOKVbPVgjLjAH6C1v2vHcpCoo/kJF5xw2VBweAJ0dV+NRwSV2r+PjPamgAjwkAZzUQZ92UxZWYwdHkORGHDCAWNMz/Tmrh6WlHPOv6Ks73TZl2MHlhEQqsuoY52qNg4HPdL5xgzWy+dwT2rWZlZIUlBI5TNIO/QbJbM3DFSGCSH+XCZvcQSPfZLDKo4LgNOL793e+GZ0s3stqgneJV0kmdIPE+xqdbo3v4QqgH0DkFBtSanARaSQoe4ed4c5Z+DWJntu9k6Q6GDm+O5a8BsnmWLB7OyHod4PnhU6d/zXJO+V0OYPbLKcm/3nkGUlOJf2ZUqTXO9+788cexlQbOuh2TPVVgwtka2wS+gE7m7lpbzc/6jMtMRcbDQXqsRpmMivMaA9D8VK0X+eXXX/wv/8v/9YdP8Xd/93e3Hz627R0Ad4+29dazfW6HSS4TMu+FQUU3ypzmiC4pC5k9lDovNUJJvXd395WLAChIs5mbXL72ddIshfjMqCJJi9aLEktdUERSJSxWwE5rbSLM0maSPFZ3+HpYZoxkCFvk/7LGl0aG9whh7EpjEA4dxXpzN9MNM4Ntqm6fu/fkQHJIbiBx6nSVMvx8VBJ0ZXexfTpRg0TMwjceGcCWe9yPKN25hYH8mwU0/NnOWIjHqpgLix3NDBSzdHdKMqkSPirqtAEMD2O/bC8fP25px0jwDEMeHsNvHz99+PAhqjxmVldKKqh8GnVG5x0JiLMpAlwR0ZnNCkqnttbK7ZUCKJvYtR4zJJlti5mPg4gF+9J1W4Q/GBG0FSiwliOluZMMR2tWhDwbivSuMawsxcTjJA2xdfv54+u7d9fb6z0y7mSG0xcIC5qhWtqfLeMUwulLreI4q50GJHffl+jBhJt64LeS1MTxqdmPpKxMM1b7nYXXeRbQYwwsEiunlnB2npPL5XL3+4lrMQBDThpDgGV4LTOztUDMemc92Ni/+PDVf7emkDQiAg2C9rjbeBDxmXnNgmhGUr63U/SkNMOTirWSGFka4JxPjTpv0skTUWcNLHdDP9pvCwxwlVvkjB/1ai5Ud4Rkjn9VqD8OUZCs/OKMbV2uigR8h4j1TDGqlu1rqeuPFZ9rinAdRkJW24KUtXsWltJs6MSiq+p70uswNd4DTHn6xlpVBMEqLqNDxuJzL00IWzFArIMHlFO4zCRiUV9nevWsIJfIslNxPkkzyCFtqgbAHyoLmg5T51T2b/03TTitm7I2EW/dqefXOsD2WCzw/IYTolurl9HPB/qpxoz1jiYthXzcI8z+wpfLZSkSAGiSBU6dinIkCUZFC0UyiLfbbYzx/uuvfaoiybC6+lZuaF58SPrpp58iQvLJ8dfRZK0qpF9dHLKlC3iq9lpJnma19gczZ/Ps2K0iL6UgU46t9ItjMX/t1K2/ZjhGZ5ZbAk4OaEweKGIHgPaC5YljAqYBQN7M7Oym58komkLyIPymeXBYFOnJn6fApIKPmmES5OdzmUlWjCMCFDPANDJKr276CY0dSLQ63T8kYB335e1CYea35Xilo69GSmDU+cPvf/fH/e5i+/0f/8V/+fh3sC4Wz1bsSWvDC4qRhFddM5KG4TFaWJvRrGegRnKM0bYtB5ISbBmrmV+U8ibtHuT+5pplhkACDIA0PliDyr3mZONYEbowBS2IaMhygGCoEQhPuYpii4n8XRpdVctfMSMrUvKPMRp7meAnh6SkijNmkSAGRDhCRjNaxB1SoiOEkQz5JHVQLV4z+7hygYvFzIKZrbWGdHOFu8O6Wa1MgmtS0TJRJYLWEAoOUJ4QBCbMJlTWZGlx2rIFczoqVrOQTWB6NR6Qe3KQ/aVvY4xRdybBh0eMMe7AO2EnGbiE6tR6sgVESL08YZMYnQGCNqXtITqZZNt5symxwVCpMygXJ0sNpBwjSXZo5mCCtOZeWkqomKfpaKNmZENynzTaVvGRWWVjOuBE0rLeN03Gd+/effnll7fXP+G0QAdAUQBWxXmmsFvAC4cUq4YSAkLREWPc84T5X9K79UPW8wNHRICWGCz/etqdWCLg/FlqIsc34knSOXJlqjrNvat0XZy4gfmqG0USzRzaru/v45dIkMt0S7nk++und5etbKDIBMZsjGUAzXpye5JEW9m6PtuuHm0bWAHLgNgpqtPGqMU75TcAiJb1kp5fJnHOBQBaJpmwxNHiJPJJbz+/FEbeo7/5m7/5+7/732bQ8VFTXtLkwHLwAaD3rvl6OhjIMw9YS3xf7ALmaDJ+a4WYYCm5+aCp1Q7c/zRszUKyQpWnfhvJ51N5Z6LpemY+YeVG/AWF/Xat3q7b+vj6YVSPlsM2OPRWjiczmufT8nKdl3Ga+gmJMjrE17CfBkZS57IdSaqf+pbWgLOmfw7AHxiXMcY8Im3BLx43pcafLKnxuvUP1plals0y9Sr9A4Y+hRWzsoRNw2Tf97Hr5frh/fsXd48TQMEkCIE65hFh5A8//ADAlC0MTuWicqL1r2SkPuPoz3fyc47ah/dMiAlAzFM91nOyiMn5EXWFdezsr70ez4Yd0Xs57gRYcYDRKRlqWKc5HjK/oh41z/+hQWytytkFT4uIVUrNgAoc4qnTr04G4YImkmQH/B3ZZTV1mCVrXtFZ6zqU9+d0Q2v6MSs2AEciX6KdeQfPvEasuoY0MhyeoQKB/nJ9/8Vf/VGXL9o9dqltPaCMlBcxwnvWgISsARFWMfTeTKRR3kzNMsSoGuxGzEgTGR/dhjzJwJpjsgkZmpUup8fjRZIRxvmzyvfaWsvA9kYK1eE9vdQiRQwoKMKbzW4iEBRmLUJ5/rNaqo9FEGh337Yto7gTx5uYNVuylI5CfTvG1kAzu/t9CZyzqyEhL9o6/wok57T4icS+UGZBQA4lS98qYvi4zomRepYvBnZDkxwKE91HxmIarVkbUJYyZuUWFQavS1KHzJ6uW07wrO1MNOtmuFwu+7ZlcZa2/J7NQ/vr6+uHDx902QCAIyuwiOrdgEAVzEtAUFdsei7q6/dQ761OBjhxhZLLwXzbsol5AKisncO7MiYvmjV39d5iVunL7GacZOI6iK1RCmfBe83/ISON0xqYQiHP3Bijd3z99Yd/+m//0BN12gosDoByBd264bBIcD70h7ab0aPr2v/08ZcvvvgiVXvQwKPrxPnjCzTEPiTJMvH3lD1ScQkcIyZzcyramQOIWlLF4QR0d0MQxbjAkSaU0WJmMD8cDzP3/XyxAYQ7yd//4Q//4T/8h5htvSVBO2Rb78hzWA2TcMYQqd7KxWwVaXweuVTRSLmA2ad8yxCHBtMKzhtLr2Xvycx6ixjHUE+cTdJdaE1SWt4p0F2roACEwyw5w5e1O+/fvx9jbNsWs/rAkb5jR3lkVfBlSrZ8frh7O2GRM1yraOiJeDjlAlEdR05nW2f8d3x2nhyu8Bom2P0sVbBmdfpnke0PaGk97a0z9wwNn6CeThGTz9+Iaf1/7sVnrq7U8DyWtd2SJuuXuicV/4GAn3QzHk/vGTiex1w/R/EuC9elOQptREOalFXxoUdEBp8YOcbIveBGuxgah4IWYZGX3NgDVXo3R+JQQB7u4e769OnTXfH1F1/f9t3MxCagZa/YnLSHIeui1bD/9KcySn/V235M/zOGwVs7ARMCPmwDj2qvc2WbhHOH3AR57VfY1rkNz/xf+vLS7xRThq8ZMQHum6ct5ziAzIwJ84A3XjyRxCkrENM1v27QuhZa7MzBpj8vy7ko0mT4Ys2o7m9dk5Zo4nQCjxZ2Cyaep/N0Nc6/P5/Vpl591U43MSKAAbYM+s90yaF3/4e//fcfvvgOpNlOVon+LNBmYGa2JhJTFaKCKRSuZrkyJDvCaPtcA0wJv8qvPJ2o841T1cBrZsXhhQbnPuZqV6R+rT8JdrNmdmAgq2vlIUJ7GmxFE+TNTDY6K7oQQEbImVnLMKAYwJbsTAQgDvdty1rCs+3AzPYrDmIWrJjtnWo6u7y1Ns2MsBUGaoqIlk3hTrvGGVEQMQLBhpZds/OOzD2PiNTj3fIr67TRaPC9IcwhiR0EO7GHN8BYqCG0zm4iw5WTlaWSKw4gD6aklns+T/H1eo3ry+3TKyD4mIkS7o79/vHnn+z67W9sFpsorJTVwBPRz9yxhbqyI4LNshwMpcyebB+laM3cXRWyXb8/LtspYbCOVDticdIpNotuof6adC4ztQqFOJROYQMZQhCz3fNx4TV7jrXWPLatv7x///7jx49Jpe6zqIQkeCSnvM7E1NzJJP2a2wgREftgyLY0Yz9DReBJ3GR3pqLWBChp7VmlzU7fDuBJhwFAaxzDKzQ7gmjnhqezFh1QFWTSSCAzVg8DqCLJWRajquvRwhpb6y2dVURgRUP++M9/ev+HP2jVtwOhahncDiLAOOuU1xqq6tGfJ3JAInOzLM0NVGhB8mrBWVU5GLMaFgGYkSPK70/OivlSRTUImd7lkcm0x3cVNQFBSU/maqlp7OPb77758ccfI07MaM5nkoUpTzUR4ZyLnjBZXZOSEQ/gbD05Zm5vAa8IzieccR5Osua4g5mn9qguz2MmZzzT44ldb4iZcns+nE9n7Om/b4/imq9Of83sm9U/47Nqr3DtuRivLfZ0vZ9AZXhUIe5feWZFSj1+BScbMUeVKTNpumSN+pwCXl9f++VL0HyMy3bJCJnr9Xq9Xm+327/6V//q9tMvAN6/f99a+8c//dPtdnODGRrklffLyVEdDNPaZXe/32OMuAW2919EdpeZQGHe0IelNuH777/Pf2ZfojVhzYI1n13Y05ms4FvNHJWoaIf8G1VpVQ9Ww+c2ukwSrBi7wk0ZVngUSakBWLHjSlKGmDGgsXaquNVifRyTQfS6NS28FMUa2vk6ABjYW5VPonTuD/75V8PD0T1NsGINJYEOVs1FWLAKphaPnn89IlTmLuzVB7v+JAmaLa+ApTUkZUzkrirSJh3geFlQMesb5G+1Vjtn0d9/91d/fA323sMUK9E1xZE2ohX4y2oVCkhDiKm/5xYHgAxJclErMR0+EeQMtD7xkcppzEJLx3oGQYbRzFpm+vP4VFZLoCjlN9UPOomuNYuIwAx6JgmGGYkAkwgOIAugqLWqrpq198QIDUQXlEZjoyUpuCzqkx7HzKtMH12swMmsJcw5KjNrhiwNLSj3qzWAIUPQSfTe3Yegu6O1FsheUIrwlP89u0P55AbJdOnRaB7ewIaqx4YszOGH1VitWlI4+mi9x1lqK61XSYIZmP3+LAi0/v79+59++qmLkjKoMN3t7nu6IpOBI3NUmicdOAmjJUCTXGU2vxBykpyYrjAZLAsjWv6xsoewspaWYOLMUDQylmtDyvPRyh639HRARzD14QqpzDihiupVwxaVg49SJWOT7d27D+/ff3W7uY/74WiYByICjKPW/yrkcRzQPGuoUhoEsojDuO/y4GWS/294wfVaTnAzy8tgc4RLJFFBVHx9JeIuI2PK6SQezt+SHi0UE4xqlWsrUy+Z2kxrbxKJBlT87SFZWrPL5d27d/7zrrGq8fVwwIffb7S2+Lu0KHEUNcRywTzdZ0vxJdU/jnebxI6QfJbCJoAscP6EM0jy0ZJe39IEz0oaQPVpyTzKZUVExBozj4fnY6/X629+/5t//uGf81e0qsACQM4lAtaj8hkrYjJ/aDM/MaZf43yD5s/ltY9YUc7ABED1IQ8ziwrqz7LbFcJRj1irqlzDB0fwOpk+IQ4edvhhYJzeA+AQxDp9xcMB+xUC77P443xil+P1nFkFzF6oZ3h9ggX5m/pgfOYryFmIL1U1CNnRWnCqvXN7+/lYe/fu/W//+NfX6/X1jvfv399uN3e/vmzX6zVQPTM+ffr0xXffkFlIL5IGTsk5n3aGy07S/djTVMbZDvf67svLy4dIIz8WGss9VwbkJRXWzMb9vnt4cgPNzng2Mxwnk3YCOglK4pnHjYkoAaS79owgf+117j/7tk4e1MisalcehtkwOr+lQvIllasNR82EmJ1R8HApiqg7ZxaXYdCO4If6gTW1024+v84dR+o9GR5Qjtpj3dZ5AxK8PptSa4T1xjfW0fynn/80jb2HJ2Rh6sLMrHFKcoWk4pMq/x0R0dhIOuE+/uX/9LdxYfVFNbPrdU1fE4rWTUExdpjRtBlElHFRNZrMrMwLFAE8yK58VDsFcRX31hoyWifxSw50YYMuGJpasoBC+VsqngdpDYSIbAkvYQVTpmtjDaAyRdL+MbNYRZ6XABlWNdw1MI+ghDT/H+ZYxGelOpjNCPD89WHMTP9SQkFCYpiWJLeQ1NjCB9kNSmI1hN567MNmSe7zpncKBAMGlbeSsgYzWCJTCgmScp1aJk7PAo9mtmd4Zuto3YDM4QWQZKdmrCKmMG2oZIhta+7KhgRk2RlRJfxiCa+8SGOM1hrPeU+pQSnJw+jwnNksmUujIbmY1s2y61q5U8vZZw+iEPOMNkChrBdcfGalrGWJYBdEZDHx/H2B4G3bqtjtySOxHuvuK4pfs1ShYB7+4f2X//yn79Mn66eKa4AiwtST9gIegtbnxS0a/OwRiAjEHuPW8J6zD8GTpjxcFaeyBTm05W4jieHELMEvB2hVF+0shzLziDrisUq+xKle13pZpukkdzjRyWnW5aasEEaCZtfr9ePPaYuXk0DSfnvdb6/tspkVjECbzEHJu4LaRqUhV2r4NPYEbVAB/ZQeg3DBbHqfSYZlA5GnCL6SMhOm2IzmqQV/PF3nSID1myVNjg2CgTSzL7/88ufvf8hzgDfxT8uxO2tBHcFwmpJoHfHwqtX3tNTnUZ0ZFJx4CGRiweSJn1RLhoWUq6pO/nNGajXgOldrnd1Zypp91lvUdIg/VmfE49sefv7cdTYJOj1/vmwC42cy5ozpMYUv139bpafHZBfWpypEj+uM1dseRitbc1bSe1kMa48//P6vo29D6P0yRrS29X4R4nYfSm0NtsuLsnAIm0m7fZoOnaIPFRZCdjhA6wAgao4hQj70+rq7Y/twXUXAJ9A/87iHuEBwvw0DPSR4KBLQf7ZA8VrnyUblLi+EyHMkYq7SuVdHQYSTbCnfkZoemZhU6+RD3jewwOcgqRO/9XRgPmsq1GbFKbgPACpHOLl/VsXZh2/MymsAhMHsCDZnlOkmdDueXBeUp9HO1SFR2dYuofpVnL7rYRYnaLUWd/1+vVmnII00SHI5iOos6p/B25aXNcrsV0uVAQfC+EHQv/pX/+r19TVj9QTd9tf0iRGNaJyKJGNLwmfVgZkdQ6YLLOQhmdqNNPISEbQNko9hNhNx4Yu2xAwyKQr2FOaUcWwpjjXre5itGngKUcvfmGsVVR9DFfSF9N5QRlbWXVQc8AH4zuCejDa1r1wADP26XdJlzKT9uALIceqZWZr3DOgrk10HETCvIbP0G0nG7O2kivnTvPyZSQkgu0tPNltmpkFkDB/KcVUQeSvhLrJSDYuZCGWJn0lildUVEWQLWFQpnc6MO571n9pjn4nM35F19UvARoQYWQFbCmYt+Kh8I5LFwOUg8VCZBWWRRK+wWWWRvLrhQDJiVhlhiZ8luRCSEY0VK/0QTWINEaq03kTO6WScaQehaFl0UUcAaacIDZSVWUXgZkOw9DMma7hkSWstsdiHr77cXq77p5ughvDwmQee3btkdmgUkpE/T5lZlwegqWYEH+PuvsfwbdsMwWR+P68UD/CHXzEZ13tOB30hM50fhRJoMWF5TPtZU5TYCiZOfRyhRPyLEK1NmRcsVlu/lBaa8V68v+4/v4t3EkPDzKhOLXTTIEQhv9zB7D2BmSo4cdgUJStG2P2ALLN37V+iIVSwBZNfPhLJlsHz9HL3Ja2XbZrTz2IisV3+8Nd/8x/+/KNmsgWmxzI/pFk6K+OTCGO3xUWtuZzPdvjBaWWwQXbafdzWtL5WmOCx3UtTTmqvZOUKdToCDd9oWRx5xKcTy2QWbXZxzN1hnOuHnXTa29N7/mcrQvms2v08ckkTXH7mObW4j++fR6UsEzy66+ZZ/f+TbsLVGRzSNEJKpqlLss0u715GYvcqVJEOygxHzlsPrALaNZgqL1CqlBYBM3pWBDzV/8s92kfsIySOEb/5+juiTdY5gCpsMWYXpSzTDKCh/fjn7w3DMD4TRFKnN7v8Tn7qtBxK1QRMMzJInmtAJiSCRDPEr8TSnQzdxAw90qTPvz4nW5yf8Lg7WbGkrj8nLH20znOWKxMfreVNqeuz+vOeX4osAzS4oFhWSk4PBoBVEitrf+oY20zLOF2xhI+pkqvAkwDFLIr+5lQ/e9XXrOeFjSQ97GTP5CMsDYaWetNWdYJ5cgjAubyLAOx//B//9e12a60Fy+xpk3bI/xUyFn1E791F1pPTioaLjQzAqpluUGgW0jB2GiNTdAgSCf44TcQlz0twVRbws3xOARglzz13VJNGmucKMEsLicaIGB4AMrsg3UQp6i7ls4SkpHgyIsl9mBkSCWSPnjxNA6YizpLaoBWJQ3Ld3PyuNfaZF1Fuyfz2swQ+NjeqxwAyiDDCKaBVXLxx9RijXF6VJHqFIeecPKxaZhEKzp4kaykjohGmbNtekS6KivGPOMdm5alWOTdx1A3K0TvMtqtal2CRiWkBEPR9vNrt9WXrqwzj02zPZz2Hn/UmZHSIRZl8PvQ7X1PhZcJzzi6jtrcEUmZWxFQoIthIHtWKbJaFPJ8t27LdiIpVmIymVSRQZO+jbJZlUmSnD7vu+w7sX331zQ+vP3u4lwlUiutJw1VvA0mZWbJWwxhEP9CSPPaff/nx3YfvntRYjnazlgcLM3xzrdcS0GcJkokRU6FiCZ00y6PCqI9tKhftcbVKDKY4mI6zY1/W96z2y3n2kGKI7Xe//+P3//W/rPcnthh+v90/XWNeW0SWAZxvC2DWr7KEkhneSQPHqfdGHuRFK0jZJSuF7mfC16w4mgnsjmQ+SULLEo3HrqkqEWTBkUB5zMPsEpF13adXHSGgtT7G6P3S2vb1t7/9x3/8x0tvkmjPnRzrNqXViAw7zjw4exJta+vPhxZAWjYLN6w3W/KgmdNX21XA7qnmyHJ86IjEsrnjnAj1ANDlgUE6RDauJn5krK7TMADFdq+lfkClx4tldj4IxMkkYW3s/CzWc3C6F+X2e4yvWps+t76imjQNmqc3n8YUgM4VB4+LOU382dyJ7vGv/82/Bcwsg/H7OmkzyjPNbAtFtsDaOqUxu9JVjJdZceqlCCdIiogQ990lZlmwIC4vV0npD0k5Wl1K3hgnYwx3z+qMDcooPs3CoZnhWGbGip/jrCqAAcJQCHIxfGtZ1q7l8/1NskU9TxmVn/Fkx8atz84Hrg+cPvsGi9cpnf1WFiJeHzi2fn4D5uJkX6Wab8W6IZQpNbLsFJLtntSk2Sjn9BxTEmcPkaPPI5wlvQDIMo3g2YLS6QQG2hHTgprUk5KaS8EI/3wh85Pk14rmtCapqc22s1u7vvv6278aGp09IWkT/L5bxUYrCGUUOwTAFSO8ha0FzsJVMZKavQMwRCMDlckLwNgXDKpOnlW27Jj7nFVydD0lAdadJWg8F2zK/jERz1GYqTYZxkrVqNJaRJOUI/GMj+x5AdJ9fIgRzfgWktnsi7MgVCjKjYvzyHPXdPIgcQF0TuxRWl4IyN0bm2LWXyQhXC+X+/0e8LIlia13RPIVkdFX0wMJAD0zDduMYWBolWI/ZmIuE5QW/HOGZm0JjkCMDPOsOLikDpVNoSOqbIzM+uXy4pdt99FmVzMBoXvIMtYwe8VBjecyBie8JQkVHxNJ+XJygeucn4R1ofvW2h7Bg5j10ypHxEhXyLSkAwiqQco6Nzb7c+SKLncICM1yBXncK4YGAhEGklaL+3zTaNa3TVU++iDzzoepW4NKDGSE5lmqFXilBHhiiNh1F4OmSrmlvBEINlrvxWNhnoVGcbaeyz1atNc0Bec6Cav6eP7KplH9JI8SyHhFmFWJc0zA5IdkecIlde7N0nessDaG2+X9PsZWulwSHRqKMcbLy8sawFR1ljQxHxT2QUmmg34itZTKE3RBuXdpe0XNPP0UD06iNfhV4SV/vw7JKkDDZVgnGJLScWtWOVl53hiyvI80U4zhf/3Xf3273X764c+t9Tyr2bzunCS++BL3MsqT6uejZXLWEOuzx6KdglAxO/ZyoViAMyE6SzOuGemsgD2stf2xnVoGhmMqbM2TtKRkQkASVps/eyd8jsbT535Z12RGWZze8bD7eNSCb6/ig6yo38yg/RkJsD7EN07252eWGZVrewDuNRFJrvby/kPf3tGanSgZ6y0iOPFerS0qLicBbnbNXoGzmkzPErP5jWOMUMtekfu+O/TNX32nU1mZ/Kxp+vs8jopFkvtojS4HotN6Nw9fPuRU+RXPlAZ/OyLk5lKfHa8H7Kt9LwqVwOrqfsC+eVpqmHzjSib5mRKAagqCvnY/+aFqC3YAxLnLRi3gqCoe+ziFz+0vkLOoNDIgy5fMm5kS7vOVAjMQ0pngODNYkfyPpKk/k/POiJG8ZvUtzZpFw5SWqsXBXOED9392/OumRxTzMOr9nlHLmsFFrLAKGi3bS/zxX/7L7f37cRTvgqRWDagUDshGRGttdu+VT7bJVTJZypJ3VWLXLCjIG2focPq4Zr+ZXAeZ0ec68HRZgMrv5kkNJUbW2dcRzIJ6Je4et9Iz7WlB8Fg5/hYRbKb02yFTAqBZek4iBDkCnjWiJfVuCRxdASUJVUXflvDMhdhnafrT2UiHgOdmMmP1ohj3teZmZgpThEShkSbEbTezlq7EeS8mRkLPg053y2KS4SnlK5Q0qldpSMz8jlkSZQGOlq0uE3WaDR/FZxTUy7XMNgVqVjEKztbatr28+3i7hw4XT0or7Xf6AC4o7X5YgUR2GmMyr4koUf4prviqvB4ETh6ZaTqYkZlAVDjP3XvvJKsiXfYOnsG8Rst6wumWncrJqhlYuRgEjwka1pmzhULq60yaLglNmSKgtfby8tK2PsIFaBaNKOdgBfwdqKgSR1DrjOQRlbFxtXdJyFXL45PyTqnWaWa2T6nNSkB98MWs5cI0otLsmdlbNTdO1LsOYkQUZbVG92jWr1NYszrwUEXg5RybzXRsbM345ddfff/99xX+XKvvu99fb/v7D8+18SS1mSbCLCP9yHGut53UPxf0ZBbxyfi/NGaKGWIdq2Q5IhoJ0rKqOsU3HYEX/KgB5ANOgzUwnWGSTGa081lV83/z7//N//v/+f/a3SfDSkyn6nzFOsklx1WJGOsdK1Jz4a0D+ybrFYeeWIujVQUXnLnO6X7JJ8/UhDytAkB3ZUzLkeS+ugDJsl1pRCW4TQdruSxjBhjNQ3LI9NMX4WRd5CxqH6eS4+O9y+XmNO3shCR5tprOX3o6sWWiYHLq651SBRGfD/+c74Nr291TbWhe+fWhMcZ3331Xe606IVk59Qk0l7hnCHIl8ZYHLGUy3T2VNxVIFkfY9xEREajq/hHu8f79+wy1bmWYtWXP6WSSJWf0y8efPKpuhlWBqjQvIWnsWUwuT0Pux/loBo4LkO9pBKJy3o/FP+vvs9vxze7Uy2cc4dt3HvvKjG19hoMVKcUCqQAmp/jcQza5wLcO3DTM3n5vDdVprRWeeHhXZv07iHEO501oWO9Og2qd3tS5z0SgkoiZ+bYAIqLzuCxLzHx2fYD0/tdXRsS6s5JwQHMs1zZgsita/+53f0S/NjbKZoeVTOEardH/f3z9aZckyY0liF4AombusWXkQhZZrOraumd6ps+Z9///x3x60296ul53bSwyM1Z3MxXgzgdARMXMg9TDivJ0N1MVlQXrxYW7u0e0zbK5qVyDLtoLG4eIyvxbUgVVE/amqhaiok4HZMN22fdolsFtFkuUSPFKEkBUIzEAoydCQq3UzKz7dSijIR80aJmxTkvC8lAEGYyNQsaAaRIeqDZOlQnp3dtpO4QPjUwATx4MmqUMZ0SVsizTOHSchwxNcewySaaYDKYEihlKIiLjlCJMm1+kcGlJrTzjl6m3EqEhkQ4D1FL4HBKphQlJUWQYSEScnqI5IkRvtpkMHnBpAkCclfBd5bBEhi9Jpi+lxXjHmWsDQBUzadsmqgxwkDML6e70S/Tn5mcRoSqDVdoCLcaIIZvSkDJG1WCT0gqZhyFnE5pantMqncfWR2IqiMTMlRZcOkzU51WC1QzAxoto5lEgPhI9Zobqh7iQFeeY457VbE6sqibJcGmbBVQ3jJ5DxMhIpabFKxOvswhKh++xf/z4y8PDryfjgYgU2Uo9PUQwS5PmQr+UEYk+yZhrlQWv1hIrvjvsTwA6CnEI3NyNw7BSMjxka8euqD8ljofrMETkV7/61R//+McmB/wFpLs/XZ/22GFtqqu8fwC9Ui014RltHS4BAUilYDKSke0O7/d8DWyw1QNZjZWGT/phMhKCuSwUZAf1svbSog7xmBTkh0z/htpYX7y1drlc/sv/8V/+63/9r59++bm1tkIjQEuYVxo/JCs2KceU5rYJ99nnu36fAFPJsO4SBM38bNH0EAKPUClm+5YxJB5wPSyGwviNuHNyqk1rDNlLgyDZmY3LA1U/f2wqDBtRFlzgXA4Oe23+SWqqywEZIzncrfmbb+5GDHd53Z8c9fjp0nB5xxlRu3vretmZsh56Nxw+sEBrIjhbFvzwq5/efPeukM04EGya5JJDAt8VfwiJKIy2RxCwEkUkGVLd1zEjfHEAcCWxxVIhh4hIz0rE3MPsNnxL7vul9yvYQ7JxsRRPhoDEdsoUf5UNjd0uo4cVhjLInXi4rBN19Y0jQGOpvemB3oiCP3VwjhvkJwEA2VV2GkbgN9KoN7WxN1cRGC+P07rr+qGobdykgYibFEh+YsdtujyOfDFudhHK8cvhkOjMungC1cpIF7BXOhLGA/xYigmO8EBSzmlElAnoIQW9GHkkccIhEhz4NTZMFo7q/dNE5OL6H/7+H7bHt55xEKbuEKH3614FjgDJjg5ix6ai0Z1gK4yXEmWCU8VOG2MjSZgHApr4fZCBnZr4nqpTXiHCXnWy37Rl64Tqi+KbvJyhg9Jy/T3JotoTUYS7y6BIAxGRdbijxoIIeEQULXO4AOZpw/RqX1jhzJAR8xYRHwpTKvgVmpNSd1slaogULrC1FhG8Jk5dVBO0xlhCNuOqB6XZmrAoD8+oVtsZSNJgycAF2tJEcHAdJWFLrWUMZpq2tev1miibgbxJbtKbZkc4ZKUCUE1pAjMTO2k7X5+/ANjQVItcu1+f9ktrD69LJ4HpF47U+6FjhooyEUtRVVnHkVY7RGTV2NZbpAACMhY4VZeOKIWrfqOUYf7GkaUbmco+uDAUkEj6PS3vMwFiHnnwckXudqqdttPjw5s3756eLmUip/3EyCMKCB2qFoug0WG8kBUp8TqwolouUeJvUPGqwjiE5BvcsCfmyQhSVNcE5XoeUHMOkSyyqXjMssRDmWX5AiocFsNKGzMZae+Nng6H6BsfkQlOn996eHj16tWbfvmF5KhlY+Ygeu/N2rHWsFu1jnCIaDYlm1bI8vfcAHnkGsiMeLBimRl2XSAEGauw8nAIJCRz3pa3SmUU8RiKKGqUFwggUy0xCxbSgwpBUANoEChk43/5L//l6cMf/s//8/+U6iZZSmhu0XUAQ/bf8NtluHcWEpVYHKsLkgqpIkTcsT1jqL5RcKCkVG9cHp2LipRY76s95gwDVThzY7be2nnHNN5Qvx760gd9NKeOXEzb8dzlPjfG2QpfWhCNJdlvzLg5mClK102ehuTLV1i/PjCa9YFbk1EAvP/xO2nIeF6PtE2U2SeSoTzMUAzAQdqVnHVFt6YDh68bgojYOyOKgS/1w0N7pWFANNWo5jRcvjttLECi9/3iT2jB3TOGm1KaZLoAkoE20j1U2lysGTvNSNsLmXdvEc1ACJDIv9xmwEKhonBBRtNvqVxkVD4KbvjkKjSfezKn60iwGhunWf8tU+/lr3Bs0VyHg/xoRtQOlbF8RW/fPyJAC5eBdujz9ytlemqZG4cHGNNSujglYUW5ymXF+nlB7a5ssHnzMuIRkYUydWqq0CRkhKB0kJKZNbGHH376tTMLMY1ksbpQn5+uAQ8kvZpzdJKdM+aAqMCPvim1RjtVtauJiMNiqG9Gj2pUA0msGYL0NQilOFzKjpvbApVx0DFXqpLuU8Y7NqumZ3M8Mcp+5yEaEJoA8Hg67/ueKdDsOzidzzzLiyzVtIYLNcSS+qVhE7ssLXWcSNZ3p4ut4ZWrmbZNSXPCUqoCAjaVXiwBgrQ6gIlunAjFPRvewqDG6AE2VwCoMinJgJHmHE9iMINgBFHnhJIUCSk24uySHomaUk3u6cX9VYuYeEwBJCSoQt2knUUeMhkBCsUDvMbzczd8+fz69WuxBtCLLKXnBiRJQdyU489lRsVYxUQO3oWCYy/47pc2TWk7K4tHRHRSTLNucicGeMT5IEJ3B6NlFLrakeW2CBupJdyCTrJh87nZ27dvP3z4sF++psqcjX64PKgwPZwYhm+8BZBnI6WwH352vmAm0pZIiIhxNGwpxZZAoPJkkOCq9BUwhMiNnhtuxVTvIlMFl3knyABqvRCzlvkob7hfx0NtDLOjdzs9vu3PH9OKBkKsRcT+fJmd2sNzPmWuS97Fag/YotJCJPlExoch08GqkZR5N2QQBzJ13A0cBU/J9XOzMbI+NBV5ca9U1D7NJtOE3gyOMYcghrqNrII3JSDNcmu9ffP+9at3+77P8vt1A4yFDs3UAsmR6sWwWvCie0+mV6pOMBTLcrD2UoU/6w7VyG5JOr+MmS1zyLpuomJ34mxFrN7fqpLXeRTKHxs/c+CvR8kCZByRsYIvZmn9WZYw8qpK5cVXXt6h8gw49uqSwSkTkVFx3GUqhGQnTLVH/PTTT9v5kWLQjdJEbrCP819fXnveKtfR3TPdIwoEvSPFu7sHNIKduUkHlTapbaOaikXgzp5AWbwloEJwenz48uVLRAhCBFlNnUbA4FsSFNmWTJyMu49V4zpwLvp1LIGszz306LFHfazMDSPd0s/+5m7zF8efyn3LVNqdJ3h75SdH6ckcrQhVCx+htwsqk44Hf/bOy5uOz3dAgFM9t35vEd8u6s9Lb2kjj4HXn6UzIK6qo47+WACOScxzPcV2LOcRJc+jgCrDZxOE0P+3/89/llOW+UR1W0Yd523bnms5AogNqoGAC0NXgugSRwQgyogIdpXmKQrRpvkRvAaDbCKaQYqECQ7W24OoZd99IOQgkUKGYPWW2KSRdIZS6WI0Z89usxikVSYUhQIRPaIBuPZO0paCgXUFs11Ftlop2thAa6aLzaOJX8/7Z7FTuY227h9Mh5k+Y95j2g2gAgw2BYCeIhS5mUMEFIpSipotco2FI7+dYoOBkcEo52kXAmyEzubNqsGiBfHi7wFZNSJJxqhAIm7bQGMM4Z5LEgCpmpWzJDkgWQNRBmsn0SY4MXYWo1Idicvl0k57wIf7Wv6ZDOC8oaww1cLYHbtKS5UWtQHKQEwBnyu3bVvh2/IOBfq7EUacAfah8gEkDimWlFkGeowAD4Z7GYdQEQSlCRBUJdCWTV/HSSAirx8eT9auKiybddBLrmMqHA8AqB4iLwduohGR0ZfCZER/evpy2lr6LhiRpEHqR1YVUnViCBz1L1hMQLJDRoUpLFjCl0OizyNRum6c8WVTpILQuC2olAHen6bJIO/NXm2Bgee7Yv/uu+8+/OF/mBlE1dpgSfT9+izns9naFrVurrd0x2N4ktGIW/MgXz0rXlcj6UjijJFn0zYo9WgeHREJltdh7aaWIJtoYYGJ7AvC8vsGGF/HUxTpk/igZldVGaWm4v3xdGZ3Qq4yqhzGOFm1gViC67EkPophVYvcC8GuotlPpiIUpqu+FJFwamIqRNI4mIY4FrND9UYCzL9OCy+r4VdJV1EuVO6Ak+4bywBGn+4c/3zWmqJab3iHl/imX3f3CE69t0Cq64b5dT8SSfUntWnjHlC3JetKjg0nkVyS855MZspQgT6+evfm7fe0FgmJA4KKgXGc3wJK9aqJZwyfVODz588pwRJCN58rImpKsnvP3QUyegH4ALz/4XuxJXB7VHisx7AADM/Pz1++fJmScCy8CtAkqVtEBpZOsAHZJJxE772nuxYFGHjhnWY/iaWT7JDYs7c1biOylaMAbl398SccZ2G9EgOWaR+UbB7rPtX5lAzzuzc2EDDAsbkHRFTR1z4W9yXwW3WcUhBFW/Mt6PD9RQM1OTey1+7ckzmml2blOrcisnYHmR9ITVH7akjsKb3vr4qYTrwEpLXu/vDwcD6f0zNmNRxrJOGhRNU8JEiAIYSmw5z6sxRsGT0ipnwCg/R992viaxUiynBVVdsIT6VDIpuDogoGx0n08GxXntQk833VIsKK3CQAzlyZiZySVSSn1EPNbMnm3eX0Eggk8/eD9Q/D9NdspiWZnwQAldRxlgC8zbasuZYinlUBhIKouKBkH6YM4En1F8n1SlkHILhsniyX0SOPaiPUQJLlY9rx3RwxEe4tj1OgGM8hCBtxZpU0JtNczHoidyfIMFXJ3vD5rDvZephH1ffzkJhTiaq2U/jbh1dfe3f/vCpUJy/7fsYe6kG5OxtpsowkcuZHVLWaaaWkjvDslsMRjuKMb5Hbtq2DBFBiJW21EuEFR52fnJ+X4Ym+PCkYNeTMYC+KbFbzJOTbiUBtTTrOuXp8PH99OuIjaaQmm1uEuLu18qi+5ZcX4Cl6JyhmJDvj6Xpph+8lSSyZ7V6H+O5zBpaEBWoWyiZ5CaWqjb/Mw2Ewaab102SMkKh0cCX0YEB1PyutU4nOYzYwhHuKh1RFrbXtfOq9Z+o/jX769fr85eHhu4YCQSak2heDtdaYZeUCswxFM/c8lqAmYfokHMik2loUVc1YvVT2s1xAr8Rvqqqb7aEYtQjeVUxQLezy7PjYVNMsWFd2hV5lTYaqmlmwz4hq+fGL6lp21vHz8qsOQKm991AlqdFSOMq91XUTDr9X2IsZ9A180i0UTAaptUgRDcw7z1QsX0zFOpOHgTK4LqYRM/+6sh7O0cZSk7jA/gBohEs12zwMpvxhvmuMAG1PIrGlMYv7S/07gZv1OsEOYerCGZ5059/9h78F5gY1UGcK7G6e6z/LK6v9cLlcMCaEk+4x3XJHRPZgIim9ezjcA2RrLQvU1oUes+1JGjORrMF4enqSSa93v/aqopCK/TNCdcvbqUiS0FY/CVsixHmJ391sjOcmHXGIArTcOgTuBrOYhuPOctS9pvgPxurMf9MTOP6aRswi3ZWj2cygkV+j2jHixDIqiGfYIhOpmCf9pcl7N6MjQVxwTHFKpJP8jbAfbfTAmhGGmCOZkA8AETMKId+4w4tTfzdRAEK3X//FX+p5Y9M8rWUhhWP4Odl0g/Bgt73btoWVIJ3JqIRApaPuSk5HJfuAS0cGGgQBShNh0UshtYsMsjNLA0pba55IuAwQpMPPQDYkMrGFLt59b61BQNCk8aBTWOx+lOl5d0Wx3I8JzTIXs15mYldtAUkkVb7UCjqcNXOV3E88EIHCbUmGCUzSRSobfT63otzVuqJsuBmxwostLWsGr6i1EmPKgmnKANIGyAgxizELhEaQukJoAaD8wqUQZjwivfnDg0ep3hliS+B2OHA+n5+/iKlq5rlneJy89n33LrIlqoWjiRnUstGdqER2BKFGHCl0ICd2qA1UDDTjKOGumtKt/O+IIiDMHcDUXqGqOnZkWhEgNClRomKKmfioWQktPwZLyKHMAmuZs0apPNEFJ5dCoTU9nzcUw05QyhRQMQABOqs5+mz9TroWMiAXS9dwAgCiX65f3wWT4mw5yUXKWNuIzFqO2faKR7+xxLc2ECEqVWo8jsHYJBltOlSICvXA4a1DmrtoFTEFdJ8Es7WK424oaaqGpubsSUZduy6u+/UryPRJBYVmsPINMVdERgQx/Tuy4MMSopwpqnFbsuhpsuWGeFX5AyMsLzOaMFNFDhZm6FtQsLnH9Ka5SAUeXshcJad3cU95XZ/QBqD3K1AFKGukHNUM7dirxfGGwwErLjc6CUrDEOUHf9gxVB0W/ogAjSFN8VRlFqXYRrnsdJlu52HGk+6yVPMD9fXF5SurLoLHOx524RLGqKQzxwemjJraVG6Xu9Zias6DlW11fo6Emt+MOWM5y/4PIckbyy+DH7mC9hd/8Rfn83nfd4oBsna7mUNazbL5CunuSmc4hrRRsqiqMxZ49R4RWYgTIRGlGwRqlhLmvkIlP0AyHZCygHfGNSx7Jo1Z4ESLLqM1mIqWLMqFaw0opOncJy9t2T9zsQxnA6DiwYBsAEaHbuoLSkhgxMCkCpaHnpbSQIv3nj9URos3x2rqrNEYApjewuTei6iey7fyEIBlta9I0MuNZSE6gjEi8fdcg7g92hHBBUA0evsu+5Df2MDLf5b0+CZcYpXAWTwk6HP8a1IpRyQPb979+i9DN5eWJ0JGNywAaeQ5qCrJ7MjVCRSSke3vKpa7ULpE4hQNZkkaH6Pzx308pchPivQNFGiCma9hZk2ZCJ271xRDeEISy2JJ+IfP9RWkKSAhKi3J47IXyGyKCIA+8ooi7mGqqa1aZRJScdI9YeJ3cGRmqAWAZ/OK6JLV9MxCFwjT5QZQnah8UICNasI6rc5g+INt+77X+jB9fifpndvWRIJ0nTk90rJKtylIthKreTiFRHcJjuq/EmWhatP3ApKHM0k3l4IsACz2bRXJrr0Z083efByuNoCTtU5s2ybjXadcEJHr9dp731pOAQDxoYYPEUnFSGpkGYEeQrvuE9W1thRVa6uLPxEVwDhUZYnPQp5Fc6tIMrN0ZnZpm0/JwafhOMWQ30cUgBHNajhUYNqitLY9PKqcSRL7PHg1t80K1zUMKZ0ycbFmcpiqrbyi6O6y77uZaasC+wiv9xrxjKgSVK0aJdXee5IXaFGlFOM/i9wCkHthd2fiDC2c9ooMs0PnSZaJEE2LZnqKa6yoxHFMq+/V+cGve3D1YbDv+94v28mSCn99hN62kZiZvjQHV/kwvbE4dG8B1IJZZTLMhSRfpRYjj5QVDxigFEmMIQEigtGqXXi5E3PYL+E4c8bMdDpwIpJG55o/TUr1hJzftWPPN8//yN/N2RjmTlG5HrHk7JrjuY2r3+WxCgG7r4lLY8JXowSosjH36gJ5l+oFISPyOtxffSHZbyJ201yQAe2ahiAnPHlqnhdffLknl0k4zMq5FjK06Z0G7T5BY5KImaND7jG22cVByhM5SouKWonRROTd2/ffv/8xA4cxjOjbI3wMOI2SFOnpRwNiJr33ttiCkZtkmCPuTqZ6k7mRSG7bliTtlm0q4aN9eoZcZUJgI8JEPn/8mBJvPP4mdZ7X8p+pBbKuS1QVChE4Tccsp+finhXi3+zcsWwyEUtyUJqgGm3VIZGs7u93k5a7ImU+MiA03D+OCFNUEQPStsetYTcf/XL/AJWcVY7xy8RaHzu5eEblgEJ5Rd0SWDe6G4wBrzPJ4TW9nI1viYuZzA0AIxsWtx94+QrlSclotEgyEm9dAkOWTyqAX/302x9/+IuLRZgOgDA5nNvd+fnrM1Rsa2maBNAjENswnZn26Tx3d8NTbaI2nN7BT5QFByzwUjFZjvbkx9RJEAgc8e+cq7M1A6XTCGKFa8d8dJEcQSgge2K+AxAeYY1Mqoj3tH0O8QKS7I4sB8n01rouxxwu5zT/bdKOI1TuRBetvroenqIm4maNxg8SgUv4gKGJIgVA+gPF0koyu0+VIqKmeaqzHdv4t3reCSZxV2bWJZA11WuAQcUDs95zYttv91lxto1DNdS8iKgIzczMcKTgM/xWjD4bVJJgemw+YDaBKYDDMOaACrFUKA2AqQpCikIjKFAVR6b8hFLsVqvQqBXVeCF+A8WBGsXPJFWBNc5GSfqMwM1zq9XJF1htnQTV1LYza00kHh8fX7198/nzZ3ZJvCZ5kEtHdNLuTdXb83NA8rPEKa4I9n5VfSjq0e5k1hkNazOjF2m8jUqd+b61yXLtysgssZ7IbqloZb3i1Jd5dCOyc4mkKa63XCTTfzBylDJNUyDvwBgsWPnFhzfvfvn81R0IZEUa6e77h4+/nB9OmapO3G8SoiMqtw5UcFuXJnVpOnuplhFVEu23zFvzsM1rCLK6z43Ds34mYKI3W/TWxFyj4yvyDECmySpmNr5GshR2xlQKG2gHIRMaSS7V3HKgwQRFZ1UWz5HrTEtIdhGRXDWsyVzNjGGOcx62iAMRuO7JzGxV0dLq6uD4bD5d9NiIUUJjTqMwuzgscU0Z2+Kbi4J5eF8khe+yEPniVcB0c46s9yN4nOOdBtB83Oq+H2PI7iwkgKyquYvwASDl9es3P/3u1xfuZ3vMwRElTMz0W+GYY26neZ3FWFk5kmFqmjBj8KM8ZmyqnvY8AHd9fHy73rPyICXxDvUJASRaa8/Pz9UDAwFQ0ECshQVrlWt2kgUyByfH6UZAosIqChKqW0R4HH1Fb8/OoQ3LDcvmFjhMq1xWRRMKq3Mugeo5dPuOPkYyfiWAUHVLSAYOf4nzoS+599QoEpY1rZFR/zwpJT9lsAN+c/lIohCK32hUMxFX62WqEbFutnlzVY1woAosECsjZn5yjn+e0COwPX5IF3e9vwFF0MaqbG2q+qtf/QpAhoedAohVqzenMtj3fmmrFZtdrxxmR/NooDr3ZPown+g3IkIBWGaNssCu3GyQMtAToqrZpKIorqmCya4VebQzOxdgNaZDEDRRDgBT4ks0Zp47+7xBDSGAFnmZiDbV6btWTy8yzTKSxJGCn/HXu8DzagvlFCkojG35TIcgMhrAXh5t9N4zHDYynDd7gDOMWsBfnzvKCvAoQjRVd092wybYQKmAvbR5+jAytlNuDpWmIupxaa2NRKKbmY6NG3ETVbVq8nO8OYaLZqqAmuJxe9xP+9f+GSj+8dKO+3798mV7eNuaekEazlIMTxQTM8ttkaGv6oQxIuWHsSVHICenvkOypwikugBmwjqhvU3ai0xBrrfN2cgENJmItANnMCaqBJMWJr7GU4gBAh7EoUWGV93O5zfb6QHy5FWDTBFkKwYGBZSgChQqc3+nBlQJUBdrIul8HZ5Ebr33rW0cDE8DjyIkJdKSA8BBSxtAAVpjwX6FJpsCZZbD3ErqRaDcStjhPd9JwwxM5K6QufmIqixaNre7Z2Xr9nCGaboHZa94DzB8935VOw/oTCTSFDgQKuu/64Bnx9WKj4OTvW8eb9xbBkDW+Q9u53lD3Do8cx8OkyWkMBRpMLXpketCJJRK9F4HmO7VJ0da9b7MmwcHZVRZJxyDGcJeblcnBu1qjKSvjqK8Ydkc615MfnHziLzVyDRhKhiSSY6afWNoi5m4Gn8VobwJGuXPky+wTtStjLtbvjHnqbbTaTkMyzt0IDA6I0tSWhDT6cq4XUbmRhAbpUaQ0UnyfrfP+SEZ7On3H5skASFL6Fr08T//7//Hp+dnoBC6WCJksRQk3/jVBJYm9yIiwQmtY7Rg8aem7SiKCLh3zuKYcmz46u2bK0wGcih7UegYw+r8A9gv1/1y3YbNISKZZVmrZe+uY55vbfHc26k1SIqHbnrx5u4RhzosE+dbwU4MpzQS2YuGsRzrh19+8U9ZYKid7DNoOId6/BXAzDPcvg5KW0VxEQgBak7OWu0rLkcUcH12dh92CGaVbsa8I+LliOtsTid93ib/KrsIECcBKKmVEonoWV2JufOXG0YZxwpUSVfgOODzXf/+7//jZqemGyGWLZlypZhQodRUKkylEwq4x9a2MBCePNdAAgkDgCHWLaSqgtLGCgYyMXjIwwzcTV0552oWsExjd2bwATg8XaLESM13N1EsPYVVpKlEZP/15DhWSkSCG1it2ETEzHrvLE7c8VwNiKBYBgFDEAFY9jeXwb+NxBpEVrhmee/qQjcGyZ6OmQJAR2hTCsQSIxOF+y/ZchSkrrvFBrLiuFwkNEncBh/gKFnIbKFqtuvo6aZFmTjZQybXjJsKJCJ83l1Vg10t1Vj5K000Rla+tmaNcjr2aO10Oj18/aoAErWQtCaBvfszeSEBnEWqYUKDOT2jNRhNXS1TB4jEbV7dOTI+CpBwlC7JrZ/RKGCoh6HJJGV/pZ2PJcmRcx65Y5+hLcTFvnhjhlHjs5QW3vEkYSDHSGY3sMfXb//w84fcnVaYqogIoQqVHVJ92wA5Qg43qn3VjvCI3q8XFrZAdGnRnWQrM+88QwhzQTEcfg5g+7GLQMogLhmm/J2Un3bPNC6N95pgak2OtahM/eTiFYzu0yIiou3V67dfnp8yzHWskV/pV7GzqYJZ8b8mDf3lwObTX45nTSyy0nHTKMFaI5jIEgymyrRbI1vhAULoiBfypRozjXTI1DgUjCTD0WAkLoe1eqS2ebq5jIOAqk2DYKVfx2L0YOCrSkYMVgI57DnTwURVvGWjiTuHS3M7S/U4kRvSSiR5Ow5c3bemXWWi94Y/Oc2+9RFzieObhEqzVd1houqd2Xc3+Ry+eB3tkSbmzCQtS3S37bk0w11t+uPgrIOnAOKx5z40sx//4ndP133mx/MMZog1k/05ZpI2jhUBh0umMIc12eMC6VVRnpInT2r2fqT0nnpnjA0G4NXbd1SThZVTBvB/vuwEipjZ73//LxqD16l47FIM31TAzNmQ5WcOU1jmNJbrBRHZoAqNLVWNDRoX1i54Ye9ILcSMrGNNXE48HIeZNbc0vpWuTV0WCCBGnXsIkp8ey0m/2fO3A/IxhhCFqiYcYixHyao5z+v2y9p8u00lR4QZAR/Y6Rj3tDSy8z6rKSxDbB6/0UQHUoDsYpz7eb43RtZxBthu3mkxCEUk4U8P5zc/fPcDzq8EZhClRuYARVl4LlyuTx77ljcM0kODGmw6DhikD7+TpMd+Op3AfS6WZSGtCAQa0DR3Rl7rBuRTQkBHoq+uPC/I6NragkylVNXAcd5zb4k0UQfNBAAVEVTR1uw5988IGzIOJaKqu/sq0CfSLiHhQxjGOLMg0BLYiiqEFWW4B0NFRdMHtYh4ziCIgFJlHBlWsFXswTVjIuTewxICmd17I7SZmUkYg0ox2O67iDTVJtUw7eZqkmFJmSIgazpSC1seU1OoOt3DT5p8Qmnn9ZSkZiaFFZAZ+h7HILuwMw1nktmVBVU1XAqy937d9+10qm6wSoBV7xAEoApVikpxMM44yrfKjkhWs9HEHiWrXHn2AQiLb4kxmeemTOdSm31gyygDk6TaSCSgNaITEMlO0hQpvqtqC5YipsyvdGKyzAUi8ubtK2tS3M1DkbTWppOhUCl+wRQDViGIsc2zOCRqj3mwd3/yePZ4LTLt7KFEGclvadiGMSoYSZBVVa/W6lTJMpwBvBAf7t5aZmbziAoZfVZDj/xmVRdWa4DZyi+y10vBbEVgGl0pAtPHN68//ruCaksYKKL3frVTdkBUoBzJGu/g98rznoASgl6Nbr8xfqSxS2YPlVXoVNXUQvG6Wic39kHqrmpug9bahD1ERO55Bab3knazsmr7lcfJJJn9moYHku+WEfSKn81ez2UuqPq36khR5R19ZFGr6BiLs3hj0OTJHdgjElwQGDKWe35FRKK4f2TQkmv+jDL1KgMi09daUu3zlI3V0/DM7RYO/ZjhQ/0Pn2EuR87ogdUb0NcyYY8VH2MoPXCnDHK2c3KmxYnbo1FLP1Jj82iWKUmlw53fvfvu/a9+9BlyW6KeKkGJKOT3pCurMWhUryAAmazf94squgeSmpsgkx4i81ASEQXtSWIjVZLv37+PCDEDmCbg2nbssNcBugN4frryFthSKPylDChECK6Vy3PtZJkcSQ02ViuLupqoKvbxzGUvpXBYy4/yJkcbeOL+iVGbuE1H5ZvX4ZmIjz6RoBsgqkf9UEZVe83/cS5GP9NCZqvqGvurDhYZTpDNY7bgqRJGjCS4ZwNJtYjiN82pGgNIT3UchNscSK1pTZup2jdYcifKMD/FiS4FMI38ZfXL3E0nJARQNQn+6jd/oVtLlsWY3jhkR4ZUQKEE/bpz0K2TtHBjaFi5MGUJMsOhIREStq5tcOTZlRBVy6Mdi2NmJkAaCZnl66Ft2g/z3UUkxupApI/C5exxLCLIypn6PIHYozAJMhzXvOEKuUmi40yFUaJHpHxbo4wTCESMNPXoSYgqhrImSZnkJK09ZAPfJqqJymYknm2+V0ags65PR3qH5DXYWgsSQS0K2UM27vueBqiIUOjuTqpIawJK4jPAaJAktQ4kph+ECAMiYhmxkAP/mzuPIe7h5nfzPt9TMwUbrHKl8XVVjegZ2Hx4eADeffjwoTye1DGku3/58uV0Omlrelv98A01Nv5aJkihqF02FZHwwxsukU8A2JIdsPKAWb8TTjxsrV+vMroqDWZIDhtCAXGGaRVmZ64jgaVtO/XeO4MCEVPVHk5iZVFfaY2JsbHU3r1+8/bV62d/vvrVBGb22GTbyhqL7iR7uLJgqnOnHjseeoQ9MmbG/vXpM7bXp9MpcScmWUMe0CJQYFbUZCynDsztQk/NV5iwIwaWOKCS51KxkoiIQXoJwswouCsvyLtFVGI9gJnUEkk8+wEbrXc0ffX2DQXOwZBEUZF9379+/Xp6fD/HjCWNzgLhyrQu8ofR9+VePawBpxrtMAo5uWqX8BgO13OYSrWTMyVRwA4KhAmtzdxEjLK/usPa877uSYKRLlCg/eovfvfP/+MfewcZ27aVAhwBFQBJtVCmDxWE6JLiRBtWzRHlAtJtkCAxEuKJzS4jptKFu4iAeYdEl9/MmyynG8CenTwyS6rZGyMncVhehEj5ORAp02KJuI+acREpg2gcmhn7POSMuycx09pBbqZ4yKKMWwUHM/muMsJ8N8mRMgdH2nn95d0PQyndfGbY5UVs+/b9D3/1N//h674nSSxAGfUfID0IaJrpsczhjSAFAPQQEs/Pz733Io1Kdn5L0MfAsURIFjYNnJ+IPrx6jekPxxGXvYvVRQRcIuJyuQCDAxxGUF50a6jPV3+8lv8p0OzioAtIf3BbFjQo11cgzeCApMcu5u5KiQhkvHmh66pFr63sItW290+4NKivcMdtnG89KZlAqebceYlnR1IAaul2JtpqzRLkWgtQqNm7oAk5Yzz5wVs+cJHRuM+S4lp14IalAbDkJJ7PGO+iPXTWuiKNX7/L4K0ey/2sDNeOL35fj+CRbA1BhP/wu9+EmTQGPI3MrAZNTZEn6Pr8NRvrPmynlo2ZcxtYNcYY88MUmkObjN5fgCjNtBpFFrwoAHjxWB6tK5OQJcIhoIcc+zb5UzFzFEBxIUh2J5d6/jTQMwxxzEYwIjJfce07ANs25CASUzjydemCanUOS2RMNxGnRpLvSVX7lSs+8mAjCDKi8tlykeIBaRqD0kUDJthSB1F679JOIMxFVYPovatCCc/KZS8qNAxz0LNCJvMDjOrQqGipcnzuBpH8ws4uUomA+j0sIiZ0i2T2i5OBNJJBlnbjgo9LpODMq4Ks8anqdpLrI+QiuLr7CIs4g3659N5Po7+OqjoloJVqTMyZIyXOMY+D8cjMCrVGAOJJojL4uG3ARzfR8FCEhEuEJrO06kiIBTlAL1lxKVQzQQDitR33oTwoIa3wvNWZQNPDGLOySFgFJMLz/hS4+5s3b/YPfzhre9Xs8fHRHtXdrcCqzd39uYf7CG/Y9Kvm/pvaLtU2vMN71nxARQ2dE5uXkIVCS/giPBNueZOJX+y/8n7S+kkjZnjVU60OzZf7gQBk0A/Oj+QRsiHQkRsUSOzCC+sQZtvlcnn9+u3Xr19JUbVsiebu2UdOVfMp6VtZarUFyZcR67uKvPziXWJxnVgu8ZhxxQT//SkZyxvlbYmcI6AsWEmKQHoMAqDZBiMGrCpUDdBslvX2/XevX/9v1+v1aX9S1Q8fPnz69Al+imQllDHRtc2wxgnmy453MTLqr2UIVxwL43gOE+ggWK6jz11V0xXE2CBzjfIz2QNLq/cuwn143jPzi5ztTFUUmTnHawCAkGygjIZvN2ZWKo2Ke2WiZPhmw8gZD2GVrtyZdPnvWoExfpNnf1puFbHiTZp4TlRa81NTcqBg5+qfz+e/+7t/uF53TQZQZFS+LFrUf8zrCGTOoEuuhYikLHp++gK6stLuBCJoZnOW0r+f9bnZxavY5kuKOjKDZugjNTCNPxX913/+N4+d8LmiyHSkqK6F7LlOCLldnZyn1ZScbwcgcU+zTFxVCzXbDIgoBPIOPbIHdVjW5WN1INjL1D4i7vlDEwVvdn/K8CrsuDmzkX4gvnV1ho6tP1rrrPH+RWbOLTdGO/ZbRtfGRKtCbrqlR0R5Q/TVIEubKn/2W8r6+gAqJLGKGpSjguHl8ubzN5VUN9d6fxH7+7//+1BDtupERZdTnucpE1ANX375qE49FXmwJk+Ch7SKcXSvzmcFpaLCRx6v+CMV1IAhlJW51DujOQ0MmgTZUlYXpyxEwJAZ04qRMIlUB0CIkjOdDVWNkiEydhZUxXv2PVMAZtZUk3HgMIgHNGsKnwoHZro4KMHQwxRhiGhRuZUkWgjj17frERhRvVNQ6NYaAGGoB+0glkpSpYNbv2oGdOapKuiDhOZWVW4Thkf74dfv//3f/53XUb8jku8Y7AJRaaoaC78f0ESGNV3IbJqZRsjARRah7mLYzfefqnRKAREBTaU1ORtOnQJoSIgkfY64+77vjw+Jb7J50jJ43hlq6pkIH2NMlpa18Vra+xlrVKmkITOvMMR8Ch3GQZw4F2P4wSNG+iKQmelp3Jw3UYW7y6DNFBkkhItCnTMz40wBffPu/dd/+x+AvX/dHh8fd4vee++da9dSFMyVI8qSwXZZ6Is1iVhDqN771f0SIS5orUXvA982rMOszVq2UWIa5gviECLfbv7DJSpTk7A0Lssp1eK0e+mG5rc8jcU5JzMKNYN8qtpae//jD5+fvk6tnwPe973vezMLS7qE/NaBpLlboMVAWcYx6CjXD5fOF0ni62Ek6RJ46GkNps9jlpjgm3ccyCfIZNZZrtQPLyOLNyNUYUBOp9O2GR4APL5781sRdv/8+bOJ/vGPf3z6/OX69JQnN4lMCeOAuo55juX17W4epoW/qJBjbyfUhDhQdzEYzkkm21YpBocIugDQqsHRudWP14+oXubwAs9jZJx2JwBri9xf98NIRs81yoivBjk4FCNr8iqQlq+3JC7zbpJMbw0i8EJBRZQprNqm1cJ1fhZuv5X3RMbCzw/Y9uav/sPfOrP4SmXpS4Rlb+PYb+tG1fGXvCVVgnC/XpRB9FEgVPEDLtc6qgB/+vHHS080YbnlI0qqc7/NgJ9BP/z8S/pRjaEs5BkKS1IOcCJNh0GMjKVltRhHMZO7Y4H93W1v3J1EETMLoQQkbK542U93VuaQD/Oa8TyV7VjxJTc3Hx0RKqaq8OwpnIxoi8s6P6bVE3SYwsfBfiHEDtDtYcyNGy6/vE+jUxcLT4WAVhnlGo0LjEKiO+rpGEUe86DODbae63FqKjY5TckshekKkUKJ5Wg75Ne//csLICK77+kGAMgWW0histB935+enlR1tCR1spyEwZYahsn8RRERZghVNawiRAIKesAwIgGIqeqmCSEiqe7TmPAIFZ3cDsPWLGUTMo2rmzKjio8O6zlT6iLC8B7REvevOgNYTbNDmpvCDBGdCyNYEUGPnzGaPclIGXg2VJKqb9vDVxhARoVEJOhmVhVJqhioxFhshixeEahXpENWllCKqmrsPTnotMpMq0q3VKcqXr9+vDx/ZRBIHDxI7r2bWRhtFMNz8IhgBOSrhXnyNWSRBMREPcuBWD1cOLEvySW2EnyhCPpEKYas/l8uJQUR2dFDRwKpqGLTHO6O6jbEmb6pZVDxqmkFUIU2ZXhJ4jolgsnxY2UdCwaxcMVTS2LqXONhPVBGe+ncvtlbIjOZI9qNEGQSJLNZ052dQ51yQVUtA7OEEj/8+P7Lly+6WQgCcLJH9N7NNhENaDbNlhEomz/Ms13KJnkBY9/7pT0/PZ42WGSo73h0SvHoulSJ6uzotVxWft6sb9Lhlebr6iK7Y2aEJ/s8WVjGIjI9Wu8uFt5yiRRx+TCLy7tqJmbWWmNc5rcEwegSrgyvd8HwsUWYVNYqc/AEIH674YA043S0M9fhP6XnaioSjNqmEtaOLNU67FWlcTmxqNbJUnIvjeAbXZh1i7Hqp/ldEWmtJWjaZCPpvpOk8dXbN2b28Pb1Vm3f/Oeff/7w4efn52d2eHhCC5JIqGLV99rqxhQrTE25dnnijGRgJwgaiWq+ThvcRJiJjHm3BKSU5F32/KqNPI603ZilbTHlb3L6+XtB9eo4DL5hlWaayWPHVI15n0wOLqK/7s+YnrqOaPQRqBxkMrxL0tWUxVCywdRnLHKDnOfL5fIP/8v/budXAWozkQzwBsBAoDpHkCN+HBHOLiKKG7twGTBbayVA6CBRxJOLSrsrJwdEbNvOSWAh2shktTCIpuC/e62ff/nDdX8W76QX1XPeMBRAmdFZhz3Ml4gZWKGqTngoSR0B2lpudymEfOJBhdCQYzULKZjrbjM9F9U9QiaCVvKclpllBDzBr/mZW3KlG0NfRleMGXPDctDmpaP0MCOFZZ2M8eigGT8+zyFycEPPkfdJ5wGjmObuKasukCoXwNz508C49Qcq7svFQ8tBYkFf5v/3zFqXOXIXkr8JPWQx2T/8x/8M2cYHcszHDCQ9mFy6do/u2gRwoAtMECZsChOxgvyi1cmSMkcIEaf4zEBK4s5jpjgqBDBlaQbwwpFBDg9XqsB0ca19KROE6TSyq1hTxd2HPjKpBliUmdYQ7ZGFABrZNFhM6KIjw+CsMC+DYjISqdUPPahZDjsXgoiIDEIyRNTE1CMq7+QBKCKiu20tczGHlTKWUocNCpOkbg9BT65TpWb5SMRWovWIVUtFGYMesimApkY1tnO7XC4IF9GdEZL4MElmHW5poCiAZLXJJL0m0XX9j6aiYt09hguLSmKql7Cmj+CZI2lZIrejmW2Pm51tf0KAjamYnd0NGs8Rj9FODRozmKkE+yFEDi98MctC0EftDzOfHaEyPVqqimfDvuSoQ30r7ygj07fK+tHmBCJVOzMNOACaDOSlZ0KKP5sKMoJLGH+9bu2Dq0gXcdXoAaWln33Z+/PzM9hVVWhOKF2G2UR41k7VmZ5HfbSVcPf9+sx41VwkRONkZtUqSlJ/uISobXOzcsEErKNtEIwEfRpaHM8iY3hoMmZAhuV3pAinNSMl1sFwM2N6kHS5FWpj0lSqHLvOgMyFAIBw3z9/+uXV4+kMCCdJDYczxzyQxf6Vb3d4wyWstVJkx1UV5UX7VKbt+KPkgzG1yBIvAYpHfpWqdc9JpTtKVXhjsdfH3Zmnvr4kyE1bRo9IGkbwDExK2zTYEwDw7vv3v/ndb67X6/Xp+fPnz+58enr6+PHzwO+aHm9BLKrxdhgZ2f1GOApAmX0QYLSQqkqg/PPS5axWyuZW4qhS4ki6GVeeuZ0k3ETEMYrrkyCGBM09YMkYLGTST0xzEGlwzQfPWC9QPAD5YR/IAwyHdvziWLLVPJ1SBSgjyUbzeJJZU0IgFYmDwtPf/s3fnh5fUY1L6NhEyFCQ3lE8Unrcp3ZOgDfZ+FRkJN1H44xF1vmoLJl3K9s61b81O50DoqL0NNok2DCMYB7kOKGqH/74sxLRdyFR6S/MZ41zdYjfYVfH+i5jOaZpcjh1N60a89GWXJwJjQeI5MjwYaAAGFQUGhGiB33xXZh+Oq7TscQ3o+ZyIMNQeKwbq2u+WEYNp00dUZRZ61nh4sys/35rI2EmcBVOUKQtMjbmeBI+Jio6uorLEvUZU3r78vOsLaMar501iL6YjwDQIASux+SZSjudTo9v3nK2WmBSikKAYFn9EHiX//v/94/Z6mUzCndAgNAkRA1PFors436sBkPDPXaQhTCWCDI5/TbdppU2M0tlNjibSAQjDp6bam6WxHk9WmvBipIdMfhOMlproPay1L1pxjuZNwyKWfMIJ1r2lEoKoaXFwYj2hJAdmZqgqLCnNa1TEq5LLzyWY5gKIkvYOyLm+Z/fHUzvBEYVpoiYOiQou3cVnTKcg16IaVGDEZ2DSE6s+uS206t2DfuhPf7bv/0bOpIHcaYgzTJCu5BQkGbW2INF+5nRQjGlikRymQy+GACqkz84j4wjAiO5OdraQETN3rx9e3n+91U7RhYq7j0uriZzkdOaXueUJCshWMTRJDTdSKaRKiQ7HYBBTGXPO7CIebAYIpXXMNPqtVfRxGzARTK7AVaHRC+mP03q8UX8aIEfymrIrTBUNSI8vVhliwhJIkd+VXRRWpO0OK99v1wuXy593wOECDXDvxVirD19r4yH4Mu/9t7PfpXYXyW1pgYYWcDZvatqFoePYLimjVyZjhH0nlx6IkKv8idV5W1Vb0REdeaF2X3yd41draZkRCA5itIPznSwHwdbFRitHU6n029/+9t/+af/RuisRIuI3ntrbd5URjXD0NZL8mgkjmeD2nmTIWWkxulLbaZnWXfE6HTEJYCPRdlMb+Hu3dcP8JtBI0CoKDt40eLMDow0JCtsDOMGqhW9I7lh29oG7r33fd8BtPPDG2uttX3f//pvH1T1559/BvD7f/nXbds+//IZJHRf81AyE6Zrbqi8+vuUqMghWOsO4wSjkgMVTYzRcP1Y+qXsI7LOFAeJTwZngSMoOMkwSGryY2WnyIXuM1MII04vIuJdVRWSRSeHBcFhGDGL0yKiWqbSTAee8rB00xCMgZLJUCkps1d4ut86aHu1Pbx++32oadsq9JO9RpyT/2TM4ZwHrqCIxDmNtG79ct/3UUhBABqcCa/5Orkxp46CKUwrZ1Ix1+TXyLMQZYKIMni9Xj/8+79v2wYEk91TRqzXCFSy1Say+dYgxtIl+W6rzJ/XbAxDAfVyD5Ih8sB61rakHX1718zs6P0TM5NTFq/k2ObBniyq+T1VjdJr3ziA89KwGP1zK3xBHcSU37juCfTkqAgAYnEU66oirSKEH3lnDkrhF43j1qjkvI6dP2jzRWCFt/tGZ4t1dWSkhnSwI4tID/z0/gfdzrCtta33LlAGIaFmGbUxmKio4Pr8fBJv1jZzk65sBm5AI0N6ZqWbSewOKdZmZwip8JTzczCJC+wMghn3Hjweh4Qhue97GfQViwGACOy7h2TFqY33GklDDwymTAXYHWT36+nc9r1HcQgc27IHq242MW4eGQWorBQVREvIYmWqM9Ya8Cjkrwr9sNHv3J5UBL642Zmm3p0RsJQ8MdqujS/uVQ5I21qG3tMLGfC2DiBxXVlCkCngkW7uBJtBHrZT1y2iW9v63oUUwZYNotDdXXEi2JPuTnhqaldyJGKqk1zis0eCjOnvlua6wdlkhKZ2WMZ1ICJi0l49vH569fDp0ycRm/sS7OFX7lfjAzVtJsM46prxT3aZ6hxorfXeM/Cqo7pDlapata5LO5o8hHlQ656mHr7Wky6rMl6wJPVxvrOHYARHJyJmJYQGURwcxaM/D/ExfiHpEleQ8CeN2NS6qINfn74+X3rv/dqDWZ4CNq2MIDBIq6iMgEjGOtLgiggrRF9EkNH7fnk4baqZuSr1eVKKiFsqdY8Ix6aqXSgk1aZuGjStwsj6T+zhIm31/l+mk7DYQ6tJOpLIh/MkjnT0QSgVxEq+ME0xVT2dTtXMgCWoMlnsIZ8+P715s5GTCtunRQKuqkjGvNTAfJRgr/warbXRGjJiBHTh0AnNJGYbtfzZYxAyjfj8gNIf4J5p7a1mehq4QkwSmeM05Q+JXlhysVPwicwIb97NVDGTIa219F6cdO8Prx5J/t1//IfL5fLTj7/+5Zdfun+9XC4S8fz8LGLNmvLo+znMLz9yQjme6gc9IrKg3dKmxC2eKbt2HrVL49USXygIRvAGfn4zAyTLWBwz4F58FFHG2WINUCqZAgK9knjEVJdkBaRoN75HjrYK37T0RgztQqbJNAYgGiS6qmrwwhHmSZjT4+Nr1cYjK3dUxR3LB07Vlb/UZYr1dhsM2/Sm+/C6o/I/RWydeVV9fHzMJ+NooOLZ1nPeId+6AV++fn14OLm7CEWwtQTwAACqI1SQnB0tskgOU2Ijn8LhAgkWtlGMJj+yLCsAdyEl63dmfk1HI5Yq66LLbXPC9YpS831aWdPjBUYL+dnzLQnuFpdsCNR7iCGWmNnck2N6D9KNbJSCooLP8QMATJN66e6aXiUX4nEMa/glE2H7RnaoQiki8hIVvc5SzTNyue+nTo5oaK3g2/c//tXf/P2l1kwFVh0ytAmlCT08i0M///xH09joj00e2nZSs0bF3hQmVEETRPj5fI5r9p5xVJcA5H8n/VlioIksuRAAIUYiRosYLJbTvERs1heUBeLhHtoEmP1+Mi5Gkhg15hEB8nQ6ee/RO5uJSOKMMxpHsvddVMwsLSq/kcn3mZzhllBEjgxksjuOcyFR/t48p1WsNoJh8zikTOhR0TfMKKA209Glk6tWTTq54QAz8w9pVaPAhHQBGgzSRNjVnHRIWANJJJYQIYi0/a3UWpCejEc6DLj8QLYm5eQuHQGP2Y0Ey4LNsPTYxEwzqbWT2YY4QOUM7/3q+xP9rGwqVYYeUmYZRIMKlchy8Sw0FBDZL1IHnW/uGB2HXDzpD3OalMmaoWZQWaP1Y28dcUcAdFdi1k+lPxGR01WaRC3xpNV7o3wAkQzUx+LZROyko38CwOiM6Iyr9+v1uu/78xUR7DtULQIkNUs4JWOjMpZc16HehtAUkPDn6+WzvnsDhKJnORGAdGRyH1n6hnRVvVIIBo2kM1sam5S7P9IT4VI585yykWZNY3LJHYwJPJTEYYe9EEDrf/Kw0mpPp0pr7WRJIF43VlKi+3654s0Roqs5L6TLYogsvTSWmuX7i2TSCuUhhwe8UDjZ9YR6mHS1nwW992nzrX89DILFDJqCQ1Wj+2oQ3M9ARciABSSXRvM6aam6prYzU8DNGkmGpxVLUqSdHwwn/urh3P05IkZYQX7/+9+z7/u+S8DdYxlPnd9v1bscH1gaTBXiNg21QcV8fFoGEGqootUd9iLTGy87YlprPD5uCoMyfnak6oojMwcWixqut8hGUkckae7XHL+7EycAqXoGS++qvpmooKi8xRhqKMlX5wfNsuMpK1QICI0xwp7fWOgXEzuJODJXE/0F6PHb4bQ0kb3z9Zt3alv+Nqrxo3AwetxE6Mmvn780UdIjk+lpIeVmm2OWcZ+1HMEUqC7hPpwZVbVEb6eNfTiERZBRcl4cUo2D1iUYThFJQqp3DoDJ9iqCQBLCpV6oiMLqR8Vg9MmagNVBzU/egjgSBZXxrtqi35zn/M+K5hLwo85AdcYjFWBnQGaxRaVr71cZxwgLJTmuEa+6uYYD8A0DbvmPjBUtnaOXPxbIQIpXH4BqE9G/+t1/8M7t4aTI0ELtyemcp4SJCPed9E3w0KxpmEANajC4AbqZavSg79fCoWTzvcyziTAoPWwAGNLVcR7orNmUlWW7SPTQ6qpaaAobButsiSmjKG3RHdOOOnZX7z0ckpuaBMN7P+kJTF4Lj20D4MnMK0i00t73mfqbs1qEjoNGaqJs16M8pLGlBgdqa1UsgQ6gKaK7jHZhscjKHnEa2zBGxYkylEU/nBpna633PnICGWiop7t7E2Frigt+evfDzx++BkNNIxjoAkFYsFprFFeqtV5ctdJSybuTjkEbUUkOkaT7SP8gDrIJ1GegOKAXCmR7tDA9q5zIS3qtzDBrRO/Xfb9YnNOyni+c1T13wm4+K8vv2zDq3d0pEehy41HlR0ESPnvRJh1xXu5srVFNzWQ0kJ1TP63+9dSRFI+1DXbvvez9o0V0kXg3f4p9136NiGe/9N6/fnm+XPq+s3fsXnvV3cEGSDhhlo3Dq2Z2yRLyhTLO33TH0/P+P/7lXx8fH9+//u7Vq1ePj4+fP3/2uJgZPdQ0faAAzKB7tpFpBNOYdm4gMn7QoYwQAenZtgXVUVfm/BCrSXfUPS1mKDiQW7i9pjlEFk45slCPAtGmKiKvX7/++vXrwO4HIO5+uVz2RP5mTXG6+8mz5ceBT8UvzVZClhdXIAuK1EjioHg4RPYwuKfETFfvmPm5IsIDBuT74DO7FdeJ2/jWSOo6JqqyvYn/u5+9HA+XUoDse2SqCTzGxB4kwhKbSJR4N/nt7/7S9957l9j3ff/4yx8+f/78clMluktGw567QX7DBFlNovprwnEiRqVhTsugBxLeH+2bO6wKj4c0FwB9jRHysEtq3fOLuTQUEYmVV3L5IUvQshM3yhwpWAiAbBwXOgx6Gf8IgjyfNxFuKtl7leSNjVeGI18s3pFYnzbZ4s3XIZodBXSJpM6dzCN+rCKANc6mkw0zGoGVJy9ddPfnT5/ILlKtCVVDhJYET3Ksy9z5JJNgvCUvjBCkjoInETPV1pr0K1GfzGeVetZ0VkVQ/ceHpQggJryCLLdBM8iBwxVJ3IyjUJgvhcm9YVS15JxOUbmGGMg6yDTIXgT8dL0PbpX66OExfhYFg4wiWEaIIKnBhkpOC/iu/RKkSoXSHjeGdu7Hg5ZXuellkgYQbpzbNKYlGUATVrDIQFloo1XVdDudTqfXj1CFtKC2UIUEF5Q8HFG1Ns+fvqizNT9blaOpcGsqdrVts83MpAncuwn2vkuVf4WIOD18r0IczkaRYqIoXupy13WokjVDMkVcc7jHphYhCSSnh5kh2Htv2wYyTZ9IdRNaVadewTM7OsKgyHtvHPjRkohUQFWnPUdS7SgeD8ly1SOUYBnz4pHJyUjqSVtEFjuINOm9Q2lN3F2UVHb2AChTPUrWoNRtzUy0987RETLNOktyVwgdg5kFA/QlgDZzkVBoe/34tl/1w/UDYlegh0KysYYmn5NyJMWynSoZmunRYeSSAlOtXgIBhbae7LhakKBDuKg4mFGWDExVDqU9arvGvruXaG7WKLrve0QYIiLMAnRAN7VCkgo5ZgagGjQJzACBRBT8M4oywzRBe8dwMt56I/HFFCLuex4FSmgziCSisXps5F+Rwqt4+4KRuf81eVSNjSt5NO1uGgIRws/Cve/P1+v1Gbxer8/Xvnf38B7uVECiCkrqHHSGVqhGAIUGivCsMJMxWvVN7bt78Lpfr/3D16d/+7d/J/nm/BgR77579f79+/fv3l6v1+2xkey9i4S1XPEOoPeD9d4Z1bhT2SOUCmwi4pGJYjUzl4yXQAflgS+qVEZoKu6bubWZ1zpC6FoNx1YxlwG30+PDl+enxW1Qoj9fvqSv01NaTikpibBELoSYRUR3h0BUYoTEVmd/CJe0G9YuyfkWNmBqZQSsumGG4kkWe9GiXCV59/LAL/GGuWFWq11EZo/L+VcMY25OX5GCjliGjHRhWshYrqmq64OgyckmvNI0IrRZs5Moz+T5fP705f+WERq5v9USxC3F9ieCf+sL1pqlqMrmhKMe9rD+pgG9zO2QvTPqiRSMQNHGZiSpMFssNrKMCZLsyfsYiehaRECM0vp0ygYwI093zaRx6tHaul0ZKsZ1YCRVzMx++PF97x3SSQq2w20ub6heSL4Z1bv1XdcrlRAk9MVyjP12zLCDZnY+n0VkFM/FAU/MKuNM1lMA7n6FVlRbjapVUBuRxv1NyGLO19GZVBVaKRZToW8CjUzTmQ72UMiI5GmVicCDolI/V4i2TLEcKhmQfeg8gJJuKoCTSUobiGSVio514gDZZvFH4vYoxG2cdr3yUDoPqM+o9T56V9RaI+nl2stdul7TFZS0WggZ8AajqGisJVPpxtx8V9J6XG7J418aIMmlGzVj93umoBcvdsuMnwEIUVHrzf727/+uvTm7O6ShtQT+64Jvy4SeI1Tl+vRVws3sdDqZJTFKAzQkYDifDYC5O90F4J5SK7gDkhGhfMekiM+dpoUkz1xHghhmN++MPaW/kUkBNlJBE4qwFUsuhNj3zghXn+Z1zYYAcpNdzSu5Y7LyPTVXLXR9IQD0iIjYxtKQDAcpiU4uM8Mxd0hSdhfyUg88biKBjiyT2j7gKKfTCUDvXQgVcaWZamgUpS81JywCAofQQ9pB19/0XNbdODsZEE2K7zIXNjW07UEfn+Wym7g7NQH9R58DK7DJPfURsIrgUBXqFu4UZKP3QKYDi7Emf0CmovIcj24WOUGtnZ4zlzwsejNzsDNO4SLiPiWdAGGoGkMxjQgJgS+I4Bfo+PXn+SerxFyXkRKKpZPYiN8eLyvjPoubW88SkYoqJZuSKMGy/euhRrLapOyfI6LzKyN68MvT89fuJJ/3PSI8ioqcZLX0YSdJ0SymIJk8fGkCTK8xH5PvtS5ToviBJGiT3b+a2dMffvmf//rvP775juTb96fz+fz++3eqahattev1WUS2jRGRVewGhkVkZ2kjCnYLSGO5ZiFIXwHDvWAesFgwbVH7n8PBPlrTQO7F1lQt+Z/pTrx+/fqPf/wj1rg9uO/78+WybRvrxB6VKylh9AWoPNt6UzLPNfb9JEzJw6PNY7/xxE0XA1BnkD/lgw72o9WqkNm6R2WGOmJUckSEyYHswRKoW0c7HijZxyVxD5ixnxcBtpc/zBGnaUUdfE4lJpKqGjIgGUAjLYPgOufsxfVN6+TltZ5NlwNbl68bh1QE0oKposDUvbFqVpJpoMuiAjnoCOYr+yAMigiKQMSFk0HGqICs3DoydjSyjy2qRKxCtFJiTQAwIKNB6WKpi9jr169LglVwYnUkMo7OvMGfmrr1l6v4mhfGe959nclEn3gS0dev37TTRkCBphqJwKnGkiHDAIJIa/bL7z9GRIIYtEDPh5SbM3/ECMtALo8EgAEqWvJKk3rmcF3G/ACoOtxJSD8PghaZf94/jVH95hRV7yLJvjUEINcZw83sh5DtMIIlqa8IgNrIafbd7+caKpq7a/FOHLti/cz8z9Xak7uTnx/gcGumETneKQYhor8o1ChKo7AjEVF3Xdobvsjtqiyt1gEMs08WE3akvwNlTETo9vq7H3YxNDM0qiEUiScTy8+nfGfw6ekpNeB5ayYQ5RD4YeDD1jYTAKKIKl/IVZhIANn3UJqEVFU+JqEVJQ9qRveSVnPwwh2e1ZDqMdY0jbZyHD0UoHc105E5SSsll/9uxqygCwFQ2lgogVckWHOdMF3u0VX42BQJIRtQh2lp5EtlStoC7j7NOxbUXxDKECfMWkSwxEt1MzKljbR7aUbTCM9Wdb4giCihTaIfr7Ye3hYOVYO4GrcHbWfZSwDdB5nrdtM1f+HKlMYyC3ZrmlXSABTMxhdY8EwVTakbhghaU5LGx9N2vWqL6IlLS8gUyaenJzs/vHr1yofhJSKt3lPNLB35jE+sKhZA752Di3V5l9Q1IaIsEbfoWmYBb8u7AFixHVlvm0UhIhJeFabziXOuVjm1aYKpARHZLxER/jUiGH3f989f4vkal/0yt3Wa47NFuhTSBZHMJbntsvION+/7cr0wt2kaGQl2pYrIZgbg9z//YmZ/+ER3P222bdv7d69+/PHHxzfnd2/fKfrXr19HJxw3AHuPqATuPpQu000TcWa4b0Ol55jFJUrFQTWSoq/q6dKInksgM2U/CFYGIuhAqW+nR2vn7k/D60v+LX76+iXbhgKQssNyWjjuM6woAUl7sZ/TCYmISuaO7/qCTlu/kDa5JeZ8BguXtbgzwib5i2DEICN938MVycj6muG921p3Cy3IhJvOPfPyw/Nuk+gECwarwiesD3DM+Pn0+P67Hz798kdTo6xN9gBANNsBpXt+07kc+IYqWn/5J7frn0gKz6Mdow0ds+fHYnGVfuQ2X1kVaR3l19WMx1fmg1bX6BDZozxrHTNIeoeZSiZzs91cxn5CRbVJe/f63SB8riYqc/7rJMqMIMrtbspB6GonRUw2DR1QYIwfggfdA7CcdACXy9Pf/d3fkMVkVFXUFHh2OyyxHBGg9j2enp5ICj2zMiKsrjA6JhMQWMaldDA7phwm0HvXUZhPsuYHVgLzbt1feCBF7Z4y4nYeUlXnB9cXxPhkJdmz33rRCamZ7TtUR3nRMDVSYbPKelB11mVOGRPZhlS7fzJod3fNQ1RmKzvBgNnIxKUHpS8aOc4FXe48AplHmlgjjoacKEMfupRSrUYkQwUa6i96ilSCXESykGXEdFTVfvM3fxvWwCaSRLqa9P7SwGDVWw39u+971il+9/71dkosuNfhI0nqhJ0wJKgZ+GWmVGU4VFXzLJJ02xmXGpH7Sgxm+lVERDTc0wbTWWhyROOUooxIlE6X7EMtFS6h91kkSh2MJ6iy+wxd1vzLwT96YZy3s4YCoJiYdUfaaaiCvSP3sR7D/AWXohxVjUTPE2ZWczv25Fx9VvsJqGorArLlnlpmn4Si37J8D8mcAAwOCb9tGzyo0lIQ5mo8vD61ryrPuV/S0FGAezgFE00yhhXDQsJCWyUkJXEaWqi+lyHmubl9xh4H5YeaZd9Yku4jNR65WeLr5drOD6FeVI6D8YshTiLLTaim5uwkVSGjZmo+OueEI/KXg3FWrz0dIJJxaJOOVTECe5H5+HzuWB+QTVUHaPRYGREzKeYaERWqie5PABRfevRdLs5+ufiXL0+XZ+773gMimgL68fX506dPL1y1EaS8FUQiIhIg1QUcnYs7RGVGAWVExjMgGUNPkOxVyUQR6Vc/wfyXrz9/fA5e3f1V07/6q7/SjT/88IMwrterNIFX/VQ7KcmLXyCANgBnObmnfRheSiYBAJuIGJuKAOruWOJGZeIMvuvVvpkGU/U7pocg1NrD4/50daBNBA6wPz/59RGnU7pOQ3RUtjaqVusmfHLELVK/9mzRVvIuIjQ7haFEK1AUPIERK5pnvgbCOGDadfAwaIxuD8S3S5uxaO7y9ubfWQYZg5ARebr5yoHeWHcIFqU7xcQhLsctJNFjoKiaSHf5i7/87ZvT9uHDB4dfLpdUzFoQaQAyONK+DUVfZ+CFbvvGJ6uMvKwCrjth/Vju5AXBdkwmFk61+kWlihI1WPk1pC8yhzQieVGNegWyJAQydRJLL+mkWb6NsIvIw/nV61dvkyo2v1uMnuXGKA+KfGLAz1GxxsPByC4gNjIKuXbbtmlq4CQfrlm6xyDmDAfk3fvvd+YiWRaxyUgaDkeoiM3/5V/+WboLkWD/Jtp0gkoXB0ZCBKYC0JAuXrlDqpWoksEiRlIZCdMWgMFDt+WoMuORtjFnBz8Mw31o9cMHeHFMJpqH1BR8aSqpisi2ZfBhREiyD1OeHAz8nHhEJE5qnT0gFzqDERCRwbGWaH8dsVvXBWg/b3K8owYACQMP3zIiRuTp5iAUNOgWy3t3Cv6MY5/nN9UDg6KalaPZAyHn1ZAcCMejReR8Pr9689qZ+RnZdDBwcIAJ67kqAqVfn54Jb5u+zRQwJINwvXcJXkRfSQsy3PvujAjfw6Si8YIK04C50wB4kcbWQquqQZDNEoHkjGPmHxYxQ1QTbUhodflCDw9NhyQIomvmW9N6zMBh+koJWCCzj1U9peakqG3y7I1DripLp400zAuDkHI1Y43Z6efFIiYXBAUUWlJDewQL7DFA/2X2FfFGZrRG3mmK8QiYNIU1XaIk4QIoFFJtBTI2mQNuX78+v3792jaVgIefHtpJHq4DoC2RKNso23nxcetwHQcjp752MhKJywojD+vKZw5eKYyYHNkjYyoq+vbV6/358fPnz5Bk8XUCe1yloz9vr1+/ZkbdEobpddQFYIdSs7Ish6RiKgrtMWoF1JovneJkAZOp6hD05U9gKJWZccs5YYRV1x8mz1yIpPe1omo6c2ONBj5mJkkr+hWA8iKxU/jhw4enJ3H36OUNtNaanX73u9+J8MuXL2pwj8Qn3Vh5LgEOrsEl4jKIbPEnLlUVPZOMHoxI85cQ9+yLACD8crmaIbFgYl/c/+nffn56/rD94z81jYh48/j2/fv35/OjiDQgM7VmpinarMtJyOi9yzWxqBoRnoXqidLHSaozwU3XDQkHCdN59FWzdCPd/rEQIrD26u2758+fAKAdNlO24ztvJxnHLKWHlZJOjzm7vCPNpexmm5eZiVXx1KIAsnfIamUrDmaHY+Gn7chRi13LNTrQkAVMrOA/0gqn3kUZvxXbWx+xXjK7Oo5XXu2q2WUyccEAp1xVms12SyVK6ut5kRTTbWvf//Tr1+/ei/LLly8fv3z8+vVr92S2U5koGZqKVYutlyP8E6A06hGfeKnMqsMO7/fzOj8vZxseMljiZNTpL59PTh+RUTSda3EAWaZf7kn2fjhLWEzk0UGH8/NKVeqrV2/MtgLFFxl1RMSsp/6mztZFo2Nwg4lIpNGRxQRUUB8eXu27Uy0B1dNh5sx2kYBG8K/+6q9VdVKo5HSDLK3loaMXFMI//fEPr82xIFUy8kFmFOPGDSv8wsgFiQh4lEEkGi/iiN/PEaxKq269+CEYEoxL+cWNQbPcZ/0iRxLp8GQSBVWZ6Dwdlvc/BlCaLqOAR2Be5LghuFq7N9dxEsVFJOEHECdinPSjZrwwfyWVMgKtw+jHrW0Qq7eWRkBaO+Ov0wi+jwUAbSovPY4VoqLvjWQDObHkIqp66fG//u3fy+ODbVsXqM7SoTy6ycOXfrIDELKpAntrG/uugGeteneHw+LLly9PX76amaEKSPfd8yin4xSKXpjzIhBOo7xmA0JWxoNSwWmR2skvoZJyEJwlhxCriCQjOJit54cxldbLFHEYXKHZoi0rzRmqeiY2D6pExJ5AL+KOeIu9z/nPAmY1g9wmO4BeH1NucnU/McN+re8XyVbo2ccgeXbiACrkFytFSTIDTFrKXwIq5XIPmNngTEnJ4JVubden53PbTm0DELY9vnu/f/z89HQxWkQVmeaK15LoUVXEMsOTJfw+TJ05WYMS1e5iniVVNU8RUnmWlAYiQhVptm2bqhqyWAT0oO5799AHdxfjWFoqTYBOHos3nIP87myfMCvPV8mCIb9KTIwzzez2AoFUWTHrKA8142FmtKR1UIOCAY+ypmtV0UQT6p5iRePZ3TX2+dxfPnz99PniXQBI9do8nbaHH379l9vpQaU/Pr7eP12W4r4jqRGjFuZ+7+d7Tes7WZ2YmGiISGvtzdvfmNn59Obnn3+++tfr9Zo1TRkGhyMoXv0cXUQ2wf7xiwIeBKhqV7/+/OX3CjmdTudNROQ3v/np/PhwxX5ENXpG43iJLjAz2UARUHpIMa4xxMNDZWToyhk/mF+SgyrpD4Z/3ElV7SrtfJKWXvKR+rlen/f9cuKrNEcyUhBxwLQjIgtoRmssyxkjiexRiBv76cU1oylYERvL5r8BFax/GklqyrJ0JDN9Nj6Z9oTP3GIaCYtwLx9nUYUCrHdY4kbD5pimxnxo/uuekDbOx4jIUI0iEEugoLV2VlW8Pz++++kHkr//l3/+wx/+kJXFoz/NGMt83z85h8e1uknrdK2dEtbr5vyOJm88Yj8VLPrm5ytVlw/KvheQGXYth2G8QuIHOSIcElQWvPju5hN6lU3M3r59q1r9IiM7ON2a6avRczfC8XP6nAcKJf+7Rzj5469+/cvHT5tkI8wYsbDpWhOAs/3www+//svfXeOFDS0CSjgiAEIlmur//Mf/56EJw9M8MDOKhEAgd4s47nazkWTA+e/WcT46QeslDsd7vTRZ8su1OV+4OsvUJUXAOp5vXBwGTSrC8TkxM2HhvSRrBpL7E+O8LWwML+8+AbvHLRNYIz6LoY+Fm/CD3DkDbHD3MYzYXn7pfkqqoa+mA8CBxhtrcBSUjHvmwJJquyrElZIt7FbpJCKm2rR9//33n8xERLSpGcoPTIw7CAa7ZcMYIvr+4ec/GvumLaJnfwshvDvJyH5r2hJxkfLHzKzMa9dmkAj2iMzj50m00Tgvp1Mdi4MEE1R5RA4752g29km307N8hzARFVVKJu/VOV36PNyLZS9gtfIb9UJZ5qKgtrL+sr1CgE5A1TA21Lr90vAg6Z4QsiBh2URBFtyFZM8MMlsbWPpygHtEzNLciMgMYdL0zNIFMopNpvj/oURIOb2ttZfSL2eyRfTL5UnPYmZqDMa2ba01idSwHDq3Mv15ctzzkCgk23dPWOI0ikbZhGSB6rcdNUHVLsmY4vQXt9Pr09mfn6/zW9mxWKJfLk8P2wkcjH9CtSwnZSTkM6GeGS9ckFJY/M4xEo4hqEF2DyJ7gYtChJOooTzm1eOcVwxGt/y3MFgLJgNldHcRInZBEPu+7674+dMvH770faBHG9VUX7//9U8//bQTtp2iPz+++u7jx1/ApBsoYeI0El0CyIrkfFYaL1WNlV4RwlXV03+tP6jpdtoeT6eT6MNPv/rtbv3p6en58snM+vPl8+fPfgFEInFg7CBMIsJjlEQBzopWQp6ercm2bT//t/8HwLnZ4+Pjq1dvHh8fX79+PJ9P1Oven0SuMkL3oItJRbba3nvvNEQPmKBKcjKW2Zewynq0dJAhiMjbd+9++eWXZaql9369Xl9TQU1eK69c6hHcloEZWkny5k0syzeo9MpVVsNvy5aO24vw0rIxPBSDHw7fvu6sQBz7P3+/9MEc17TP5iRMBT9/fvkD7x5DBVUG+OWl53NoAt7E5EREtoahupJL8m/+5u8ul92v+9P1SRVTPpT6KdF2ZF+qPvEFj1IsEb71Wrs4rGukg+oZQy6Nv8rdCb2zOWrHzk+PO8xPrgZTNoLLbmaYNR+j/IgkGLcJbM0slapuD4/JEZI5MRFROQqlJ3b1mPAc12ooy1LscPsUEbPT9qvf/MXH3/9z731GGec75vDOj2//4T/9b5+ul6lxX96vOqISv/zx537dZSgjmlZ7S8l3vsGNVQ+MwxDlcEFzruNuX93vwcLZc5bQ35kgN4bUi2tUzd/H9uZvZsYmptSf3w2aWe2rMgGbQEI7IMmBoKEQkVgM1kqSDrv2W7R8svyLcr+Kh29MPpKNr5Q0dP06jtjkEtfPf2/Y2tO4L2woCYUeBjONEUsHJr58Sl4+5HA+d9u2H97/ZtNNJ/GKCKvBQYQMQItqpmIikMlcA9+9elShCkUBjnwRSXLUd1deMm24MmQiKlrZPHQvmAGzxtrcvZNQsUViq0EEPipVUrLd7ZOAULRJC1bzvQ0CkSsj60+n8MciB/LH9PrSP0CdRp9JHhMm9g4eyFpSQkSRXZEIACqV1MZwpDm8wbR1J2CsPiPZP5Gz5Ybq4BqV9O8zbcHEW1W+IjIX0Xvsm51CpLMbRGDuPe8cgtljIwfTROvf7te+b81s20yEjyfo++8+/NsvJHrhorJcIGnQMDtkY3TZOHw4yVubqnZ2jrCBDPF1p5NQ56eNvLUUiNEeQy6QTVTZn/OwCRD7lX1nd90qBdPaJoIC8ouKsNW+QWtJFCdkiLA4KjaKiDpG1wSJ5NEVWhO4TNets99m9OpqA2cWiThAUZqxwqcTCkZT5IJuTa0z9qvEZyW7P3/9+uXnJ79cLvuOCNAhIu309rvvvmuv3kDMFCLS7OHh/AZpiQNZF0Jy5JA04bBStUU1n2Hpzx1b6k9VvNrpDMBDzyd9/+MPl8ulX67f//Tbdn54enr6/OGju18+fszSgYgAu8P6TWlSkJQufNrP501EPvHKD19P+ouqnk5t2zaHv379+v3j+Xw+K6oUQERaYxpPat5okbDElvDkGMm1E1l4xHK8ayYAMEUVX7/ixw+OaGaITkDFn54+vfNfq+og2k3DAhgcb+3FhNyhs7UKVKEsuaNLOWGdq7jDzOZ5+ZNVCzFoaCgS2U31pUn2LW13ZyG9VKLr4+6+Nbfx8RWqjuD9DHfdP2XGEEc8A6r0BPBUXe0e/tu/+t1G2ff9w4cPnz59GkRFef/k0v/22L452pceMwBBw1oC/8LwfTlLx+ssJuM3jYM7U/LmA/ENtOX6mSkDpy0lIls7f/fu/Y5uzdavl5kIBWFJ6ax3RsJNVGwosxkyrSwnsuCG/ubd2+fPP+9fvmRbUeHd3dhO27XvrWn65t8MWOcTnf7zh1/oO5OTYlxz9UTkdqcqsn5Zh/GFypjlVAzfmChuvCMVePea63rhVjXUDI+ICJDbjlhDdd96nfz5m9I7v5hdCmYsR0Sy4CPnOtRFJJBlZwag3cRiTQDRfntccIRGhmPDAukfIymwh9fkpI/UWptulR3winp/AMSMGrKl3EoYiSRrbFu38Uypp4mIw3VhpnBHo5J1m1kE3vz04zNuOr7k/KtIa02SsoAzKYnL5an3qyphgHmtsDiZHQkWAtqiRpeHhwffQ1XNwd61Sb/0AasxEp6Fjyq9R/UXHucXQyIN7MLhHu9Js5y2PisqrDpAM3KIQUzgCZlKUYvLrCaPhGZXt+SV1I2kV5JUAK0eV3nsPcBcXiTmfnoa0zRv+ZvqUpFBBrh7domtlapHU0TSa85x+mieCaCa75VZCZJ7D7LsosQEl104OMahkpwEefKlGYFGMafAQ4JNQ0AYQmlSlRHlAVZeKCugBqlj4iPLbq15FJGiLF4OQxMFb1IzWdAsMKKAfFHt1BhAtw3nx3jeAqqSgGOSDH++PH9qpzebNS5bQasokuToZywJ5l6bmQZARDbnCTPJWVYD4Q726JkXl4F5WmM/ETEy9zx0PBW3jXFWiZNlLhZhsLNcOrvG5XK5/Punj9fr9cuuPbmYAeL8+tXrv/mb/yUjf9JaxotD0R7OD6+++/TpE2OPkAE7ZYzgg3vaELq4LsdxvfmhOBqZWDptJpXp21prStl0s7OJSO+icnp8/Z2qtnc/RYSGR8S//es/t9au16/BoO4cYjvnx/dkdQ8RkQZEOKIzwvvl+eMXY+/91LY3b9788N27h4eHfb8A0B5CkjtIk2Iw7+yuDYDF1d2z4lIpAvHktCvnIVrTa0YjyjnuQNZnNXYXawOQfpg+hamK4ilMtU1SF7zpOo1zfdPezMDL4uTokiWMiOBAiqymyTdskTrn8TIOONXh8cXq0HC/sgMLmPut/p1BrxFjOLZlkrAwQ9GDv/7ulecIp0lUarKQ9EO/iwD68Gjhuyi+/4tfvf/1TxL89OnTx48fe++yG8m9gIt/tpgjHRWZL1EVl3e4vTnO4jDDn8m5Z2SRE8n6pz65Wh65r3B7imuaS8vchwwz0Zr2TamZZt/98L0n7Y5pGif5HYisvsAKB8RI/N3e/BsjT+ETNFG8++HHi8f16ydW3H1UqpJpSWCJSE1ROd2VaWR8+MMf98tV2bOhaJkZf2Le8tzhVtbcGe4RoWas3ViWUJ6LtQiDZQ62ZV8pxjSVNhk3XczEEnVlCb4IVC8SOE2WmIo101JRT6GKRH3eRMSGiQDOoFT9RkePzsJZ3ngLMUZepz4EqqJeSjFLGOeo2lac0hgBSOoWERl9pKmqajK++Q4UiSb9sCequWggLAttRYUiEkw+QgOQmDMU/Yck8/oSfS9HorUm2kTb9z/8pNbaadv3XSFaPsY4/vmySxVC7J3ddQtp7gnUWVYhS9nCu6q6d1Xt0eL5ak1aawFxAh3uAM30tKedmn1o07hUGTXlBYiSVVIlGqjKtmBmktg5KUITAqbN3as7di1UdbCdM1nC0AMTIZd7hkYS2tzdsr9U0WXXfhMiowA1IVEVPCswTIuThM6ju5KZkPTe83hmFFAO+leR9DaK9jJDgEg5kmTmyTPaI8ys3zrzcZAAZE0C53k0GMkGMQLX58upbafTxoiNWyDaadu9i9dipxXMMq2K/tdy1rJ6W5BDGe7FUY089dZqfwSVRNZK5smrWkpIiEoz3RqwoTgmSmET++X6Zdu/Pjw2kdOdMMr/LHs8x5wLHEFUpFRSf5d4pAwPQClNGhYVoplp9SjcK6E5SjGyDlLVUo84SJ7fGXHMticP7BqhsRv9cr3+4Q9/+LRHROzOCCb48le/+svvvvuuB207RXjFvUXBOJ0eXr/+4fPn/agPW2RNRLwQyPWmw3ZREokewKRLCN/7M+QxyUeoQqKSfRCMtgTJAAlgM2N3RPz2L/+KZGdExO9/+bfHx8df/vBPqqpQSDC3RVBELqOivvc97eaLUkR6+PXjlw8fPwM4P2wR0Vr7/vvve7+SPG8nMzOT6/Wq2kTk1B4CkelpTy9ZuruHmmQTJ2GO08QRkYlXRkf0p6enbduqtCs3b5YDLyp27hySKaQENsMlQ3kUdzcrkDNnXNODn4ZC7pNU/zxqq+Uudojp2zGTZVX7RlKX5VyPzHigMHiUfZSbemOx5baXZpi157lDJ+k0kK20SLJ8+PpDduOeRtafMadm5TNVhK1t1UoSivPrNz8+nPd97727+9evX3vv5r7v+5rMHcSqLwwLGv5MrW+FJTowimheGsHzPiNCcPf1m1v9GZPxhSn8zQ+P3SVmrTV9eP0KNqIs0FmUqPno21eeaNeX95+pZ+Lw9I9VViOhp01PG7+w3hfwiluZQFSb2RZZ71HFAeW9uPuIRuN67X/4w+/zOeve5iB7WidhzFhhTAFkl9u7mZzqp757F7K9j6rGQcW4zsY35nribo+I790EFo5wibvn2NZetOu3dGixGZIY5CZCoFRgZIrBgIpPiGavhY5hAk4OYzLTWRVoKfT2yDXnjaeP11pWeYcZqEl7QkWW1kozmXO4EaSzNY7UnpomAtHd00r0AcpEWs0BwQmAwiMEdiLZR2xPRNC9Ndnaq/P5bE3UoJDNmklLAnMRGTTRx9qR3Pe9P12kx+lVU0VQPUbuP0mLIvN7ZYtERLDTnbDMcqS503uX7QFqoJLYR5mCs3j1Rj+hOmXrXooIehYdqor0AhxK776lhabm3QUqYprZlQYO8JWOa/Xnx96WlIRZ9DAc+JT/MTWvIXk8AFRbgRgHtUyR0eqb0WcLJXeQNNHZ5S+/m9VDafdFdU48GuJ10tRmvj+1dvohFImkASGz59m0fKhR/SsUwg5B21o2scC+79uTnVvbla58eP3Kwf3LM1DGGQBWM9PmsWPoy6zAmobqPEK4BSlP/yDxTzfeQPlqkf+XZbavXr2K8/nr169VaO1lYNE9+pPi0bWR7OimFlRIBdtkUedlJ5p673mAbUHdVbxnKmUgF3uWC6TBBCCRhQ6CYbCIqicyGFD80pI1/cWjGmo4eSDC6HDs+/758+ePnz48PXeHuEdQSdnO71T1x1//EBGpJkxEhBWIAlTVTmdY26RFJM8cRNP5aQCCDPKEwziQZDq5JYhZHXIy6zOC8DuVn7amkapJsylVydjUgJwNIyPiL377NxHx/u37p6cn9L33/vT05Xq9uhrJDSCxO4GqnUwisWuHiG+bAfh8dZKml18+P2+NrbVN5Xw+l4CzZmbW2Fqz4o+O8vjZ1XtaGxFxNv7mp7dffr5GJGNsINCvl+v1GhFaTdNzV/jcmcV7LBpZ/TL245gKjW/mwMYs6SjFlczcEfNE3Oz5kiOYO+rlvaTMkkhT8e6vaRGaHNxjd+7TXNOXZt/8zAxnrh8o1SjBsbJj96YpiaSjjwO3d7y8r+g1y4axmg65nbYWbTs95FfevP3ucrmc2vnjx4/Rn5+ensgpCdcJByvNAaDg8yF3e7hedFBplPyR2hxrXFDGndcYzPI4melFMKc9T8Eyqj9jC94Zgvl5s81se3x8jAg2oyA8GxnXCBhHCDn18nQFpmsuSwB4usrrc1HVmhARaRvVMHjpRGR0FpEM3qjq2HwFH8hH++C2FOLf/+33yTzAFyZWjMLhO7u8hrdIlRt5vqCUBtFMrBsPL1TD/WYeU/HSiBQRQXZzIW+Qs9++MqEG3Hh3GHoqC/uW905TIIeVVfwiIrSAiLiN8QIGgsMvXE5HWSQEBvPAEuZ/GcvPMxh3/L1IEK+gsmf9MLiVSA50wAfIpLVWMssgKk4BsFEomrHwBvGC7YkyzMzOp+v1mk0j2/n0F3/52+i+WZtlSSKicWzCcWogIhLOvj9/+dpENzs13ShB0ShtkhutiqgS0kaW71UgmVFDk8ZrCFCtX5Jq6khKjBNRZSpY5kgyJ6ACijOsCFJSfR4rLqbQMtkz2jefS4qIQTWBgY6kshcCWv2XeQfwZbG+5Bu9kMBjYHf7dl5p5jIrk5HxSFfOBG5Ow7BFsr4JUEltJSFwcFBH5VR1MxuVPllQMuzOrMYb5zfZJNrrx/NF0a97RPTrZTPVzdDRNrEGte7uEWcAoGLUQmT0i1ri6Q72vgKbBhAqz5CKSDhETCyh0JE1Ejy0Y5HUqOFXP37/T5cn9aM7ZJ2F6O67nh7H3iKwi4jkHOamkAzehVTkPGGVkmb1wEkECutQPUyHUlRUJxlJ6s4C0IRFElEOxz1GGB9DTFQ7uOgicoKLiPc9Iv77//ifqnrpfnHuiWzEKwH+09/9r1+/fs0BJHFPq4wCRzRe7WR2MnkWFe3ZDjZ09h1nBCNgL2ri0jhL76RlCqBihGbW/bn7s+IVJH10AZoM5EEW0uQRGqQGCkC2Uz5RlI9Zmxn9zfbIvgN4xUtrbQ8nuT8/ffz4MZ4/Z4ozT4pqrr74QMvkeTZDu3rWtYg8bVVO3x4eHoDL6XR62E7btkX00+kUEQqEhmQ3Z5F2Osmbx9Zff/78eY8CPpPu16/w19hOOLz2ikxEBKStVp2IROYxTEUkSC9EQxaqJiVoGiPfYEVZr7GTpxqQaXzLUplBUrJM8E+k8ErQ6lEvvMqRwtfrN3CxwCgcWYRmHqLRuvt40Go+yshWHO2eRhXzvPmR3b4d7fpXKMI9eQtF5OHhAcB3379DvP1B5NPnnz9+/Hi5JAF342BhTNtLlpJSYRcRH30214eWcTNnGF1VR4asEVA5ich+zT575Z3/ufXS7FsjACqicxsK+sZXhjANgZpK2+x0Pp1OqTNeLhn+xC/vrpd/zehcX6AjFZGKHtGZDn36VckSVZGSiOgoc2feRnuPGYn58vXr569fNBwRcqPAipmMUQnrSJj1YoJzWQtZpqUgEz6feD91f2pWUWG1b5hxqx08DkMBVNK8igi7BapOX/6Yxkxnp3yVLEMQk6Cy83D+i8RnWeJpIiAZA2ZDSLH5RvlLTVkxyvuWYq5AhatuQvJ17gCM3FQi6pI4JjORUk0706dMzNZhEo34Iu5PaELDNI+/WvFOxsmaiJgiFGySrLm6NWpzaDhE1ERwC/nPoSd/uQcRvF6vrbXT6dRaU+xHf0jhVDTl2sUmUvttWggRAZHWGq1doxqBqkIkK7hxgENvV2Em8kGYqIeXLmaoaoZaciQODwlL7ZaCoSp/h1sJSaw7k11f4BEmGzPTI0VNHwfHO0EhhJKwPUAK5hGRObQmIinBcuGtVMlIIkWc2klR+OY01DJImF2s5uuNPcMksAvwkGMl0xMRzty30b2JGo1wibReKkGe27JnPpFKKrXJtV+2MH08i+r5YfvKy+nV1p6bu0v5Og1VpZG5P0zaxpG/J16gakSMzNhwhqWCqS+lzESSYcFRRZLhbktAlffNqlJ+NFSJiL5frvSQcBWJ8N730+lUrhgqh+WZSpfw2CFiglFzK0BU/GCVBdJkLmphXQ+PME3A7BvDEDMrDESiNBLhkRVeDJIbOwhl9+4O/uvv/9WJ63W/BPZQZrpFHv7Tf/pPIvrm1WvSVdS0RUI5FpVvZj/88P6f//l/igZTrJMZwssP1FaDAdBhzk5ERTLLJzFjUkYnLph+9f15i6tIMrXLlFyLNUMADUbSi2Q4Upek66CqVfxwUtXUDcV+dD5vD69fNfVffvlFHL33p89fKEI657ypRYSxe1XSl5i7IszMvT89u6puW1f5eDqdVNXMmuB8Pmv26tZ8nevJ/OG07Vvr1wExiYi+75fnx/NrDPN3ytlvXlpxiHCPclEyPvEtQyEima9n488jpL0akShBnE8v8C9ZCU2o5f3HOQdWrSvznyFdUJW/ZUMP6EI9bvRolVH+ODfSfHEJSkw2rwNEPz+GVEsoOhu9cbSOeUiX7yYCp5JyUpsJj8iKnbORYM6nA3jz5lUivjNibaY6emCITGPrfs7TgBaZaSaJ1ZmmiahVd+/2+Pj4008/vXr16vL108ePHz99+rRt26dPn1Kh5v3WyQEG218+O5VCUEYnCRlFPocxOk5KFKWvQOzV67faNujgAU0/fomwlqm9dDeZMb51vdaBDaLHWoIRonAgMmAwb0US3UWqUZ40mzn0scDKEAmpZuLA18+fOCr7hlGyH48T5Bm4G9gM76qOnFbeHtW1gPOJN+9TCc317bBuztUdAnD70PXDc91z5tcieRmQ4rsgovxZJ626WciRShuxt2O5y+ISDYElkUfCjWQlHQuRAlpkzXILpCPBF/HI0tszPA8Np2rSYst0FBnCrCAehsv6Xi9/llExkwoxLU9VGfHLmofWWkcXwe/++m8fXr0qXGHlcHJ8acC9nKv48vFD26AaozOKMhuBRDLAMJaYLjJ2BXLEnEi21lxUpVG2QPGejreoEMrQYkpBZAfWSRGaCx3DBQeyAmY+sw6kmYDJuK4KZlZ0JnkW4YnUniOLOhcI42SKiEdAYtONBJOxSI5kvYgMSD8PNTrGpzOOMkaZ0kA42gMaes/JCTkyGCQj3EWycIgSLnARJLWtqDIZ7ma2gAqIMDj6TYhKtjgRQbOm2sWp18vlDZTduYkqts3I1l49PEenindqRSIYTJq06iS75r9XhZoqQYQVVCNZ6VGoKiIAiTIQy32ZZgqGrXM6nZ6v2YEv89cqIvu+Z/5ezYTQI63ghyN0cwwOYgFWFW0ug8IrTy90Aai2JsKmAFJGhCffm2iVqEdEOn0qtBohDFeCDUnryoj45z/+/sPnj5nB6kklF+3999//8OPfkEU6D20QmaI/E/NkbYm9f/3Vr3/8+Z8+czAOZMdAoOqD9aYE+9sXyUzYJYGzEuyu4apKJtlW3LjvQ5CBAdCgpnYtI+OQGnP1RUTZCNpJASiaiEH2d9//wOfYtq1/j0z+Xq/Xy9NXd09zNPEsWREZxa4cTkQg0M1s9wBCL66K0+mk9O1yPTVs27ZtwtbstJ0N/mAep2ffmfyfgjRqyb747okroKqAYSoIDQarz6GoqoAMZneTqOIpYOjaKQVIQgdo5VBaISJZEj/g82WoLUcj5owNNE9hR8YHpsTJO2By26525PzN/CWPrALGGczPlHSREecbQjO54KlLlfe87Z0GnX8adxAAyuwLPMzN5eH5bsgFFmEaaq4AMiqwUQjt9Co90zL7oKGqveqTIsYMp5RI1JQsbzdrLVWVaqr66vHV27dvxdBjZ9M333/3/scfROR3qv/yL//SpH3+/Pnq4b0PEz+nKad1aUmnEkPBWDackKKxiCqwCACmUGkJEkgA3yi//cbFZe3GIbo3badhfcQVxvuraiBm3zwR48GCIXPDpP+Q2RWxpKnXgYA/4rhm9uXDLxrZqXE8ugp9VrjLYhw75vwDYITquh11CHKbaTuM3V7vIjcbeFHw99fdxrsz0OfPJXwWI5WoLr0csDkAtAqJj+kuelt7gcSYl6pmrrQSo5KhqQxfCRJDPMx3RlfJ/DWn9ceUrXrUY8uIxnHE3UmKGJBGfFYVasaba7oze41yIVIuAVj5EUdT1+P+c/ZIFp9xodAF1e9YtnZW1fPrdzArs8SrbQGzMA5Dn+YLZScq8vL0JBGJtxahQzzolO60RAExNyJFhBUdjN77ME3gvnN7RTGwgVZVvZtV5luyban6YsCtP8TCDZIrlQZDRAe5claI0JrscVSwzTOlqlnz4mUQhwhxdA/KQLBMQIuZ+eT8PwaT7mLW/EUwq2iEyL1HyZofSMuTGB69Z+kkVCdbcoG4csngabG4OySYvLgGgQu8yHTqf+MZTLIPiGr6P3MfIssroASbNWmbMqCqlyAu1/OmJM+bNG1Pl3NEfH2iQtjFUWosJEuvMSeO3SUy9SJp8PcqnlBQRyOmkt2FTVMNQe9dAR2bLIO9Q0zY+fz4/NVIBJQiBpFgmHe/WkC1/JgpBY5ssiAJsfKXMnBUA1bP5ViaqQ1frVZxHiQDZ+vDKt3QbKWewRQfvpQqnwFsuBK0CFW9MP7rf/u/LwApPUGsaID+7q//49u3bxkHa4MudaMZMzOBhw+Epoo201MnAV/NjmP7JkT4Nq4zrxxnTG8IYAJvr34+t0jh2DOQueAXkQUfkZMc0VH877qevWnKaPEV5S+zqZQwOh5VzDZTbSeSj2QTmtnnD38k+fPPP7unxGDy8ltoUPbwgCRBUY5fFZ1g31Wvj6dm1h9O+vDw8Epba+3VFvZwfnruX/YeVFA7rhd/etyvtm2jkxXmoYqAqkhGVCvKKWQRCCe+Z/LV5XdnnCZ/aZI8lDM9jeSnTPacSAdmdOAmqS/adY9pNJEKcc37H2t3Hyw89qeIrL0lDomGZG08pBJJGS2t/tR1t6NMDhdiBhWXpy/jCSqL7EZvQpTH04djsErbiIgGlWFqj72UoFETkaBn2sLdB13tfXJ2CDWoqp5s27aEg5MthnT29LP6/vrtG1K+f/WQrt3Tx4/X69Wv+3T6Mwpeww4Fin2NDDW1SqnAtE0uOhEJ28zs/Pj6dHoozFDa6MxI8CGdVoJ+jmAYVgd1fbfhxk19gLs4a3HrZMJhVEgAgO67VzfknNWs9VnmX7j//l//hXT3rsgEU/ZL8LG1InEqf7JjTw0yo3y+btR8zSWKCSQuiiyYyZ1veWfeDX9DZCSRJ9VERTfvzUEs5/T4TTlRMWX7nLfcwzrYUuJWkS8/Exn/U1XtpGdKN1cmJYArMJgoYG0xx2O5V9bj37wygGQ81+r7Un90d3vhgI0f1l/KtC9ZvGZ5go7PWPYqW35fQiYEEJXzP/z9P9DETMQECKEIRQciXyq2JdXConxfXp8vD4itKYwhboUiFUC9A2xJm5JR+Nz26RDmIRcRkNDHtr26SEM2xCo0QtqR1X6pMh9EAalubdkxEWljKAoaN8B1FZsXmtR+FtVRpd6qbQFIZkG5IO2LY0NaRqAoHkGDqtqC18yo8FgYFVgWkxmoIo60ZGy6NDpKT+DhGdZJvRwjxw0k68JwjRwS7nvq4hkakKw7zvh7ZANMISN1pYpCykIzYYb33F1VIqI1O7nR9aqqTv2679h12zYBzeThcXt6/qwwzXQSYFZVLb3fFdLFQFZC5IiTDWPLxxEqVGIhnBI1auUOqgr9qpDyXdqmp7O287U/S/k2IqJCfvzll/fbu2w/XCZ/HPKOJDNzXNmBAJCUjrAGCfQ1FhG17mAyWq2baVJFZKOOzCqSBAN0lQRlUxAbO4CNnST78//453/+siMC10hRqCTfvvvp3bt33/34a3cHQrQQw9mw1Uw5O5pkKXQh0nA+n0+nh+u1zy5+OlTReOXqrS4jUjjeIgBhbGnuTvHRGZe+n/f9dDpZvr2eUGIUi6+IYYmCrLAiMpUzlIcMS3OGaoCqcPGsY8rfNFiz8IrluPvr796TfPv+++v1uvf48uULEE9PT9x7RCidUWZEvqszAl26iwT3aK3BbWuyXzodWSrc1ITHu+/7xX3PGpFa0Ijae8O4TzU/RYkwQApNMTskZlLmiJDNW8055SqUjyjRkFgFKGYSrw9/pgTBofvJtTyiYDHLnVezj0WRUH1dV3Nt/rCeiPmUu4+lwcTqI8lpEEBvSko9QkdxTykC5hACprE8VESUsJGQAJQRo66A7h59T79ZRKzVDs+6HBnotyzuv/oSSM5Sv5SYi5uRK6iDDcAO17H3HmPm002FNKu4S7gqH96+PvOVP1/N7OnpC4DoSNZJAMFvdweuvqhpEKtAiizp7du37r61JSWdKjZkLBbWJZjzP/+0WoQ5V7j9cAw8tlQjKWnSkp6+nHAcu8vsYDkYRl4OSkh2vz5fvkZ00nPHVlxwbFwMc/bu9ddXWGIS5d/cKeNhkh4nYf1AOQNyOFFcjOCbxlSVXTJAVG9alJIVVBlPODYo59QgDgABAABJREFURjzpT10yqmdgmhbTywUCIBp8gVZS1dwaxiwfHDE0SPZ9EbFpqKIO2r03PtqbCUlGAwDtZDIfl4GUb9CZnA4r614dBDJT9TIy+Me3RCnJhlzHfMooAHh2um2mVBu1xqKSPSdQlll1sXKm4+Tu169PmxoY1mogqb8GjTAgqG56VI4OFqycsqN6Liu3V24PYk3MKhbHWtBvL1bGGvN9paU3tSq15Yu1iyMCKlePnFEIoKJq9GSkkKpq9lTuy850yYAUI0CaqApMrfc+F3R9Yk1E3lQG3yEgw42sh4UH0pQlmPjtMjpn0Gce8LqyXHiZh4BGQKkm1s4PvfdMFHFREDmwcfB6sPdOM2ugqNir84Nf9wiJiH3ntrVtg7u/aqpv3/789WkneuanSTV135P9Yhpb+ZCBxHJwEvg4Kts5Hi+RsXQIMsteQqEsWxGxTa33rtpaO0GNomkfd6GAQjq57/v5fPYKDECtZTmoiFGygkwTN5g3dUizRrUgjogOkMaH6ZaaHdOHtsaIgEf2Z4MmfUktrRCITU0FhKvwIVu3+e7h//Kv/3q9Xn2nX68UFZGdej6ff/fX/8HdnV2bUoxA0t1EsezkXs3if3FnplkFdj4/ZoZhKNnAsETT6h8w7VKWJCcS5pDOeWDSqaW4szuCIydb8YM8b8eWjYgZFCyWMkUGNecWLMWQURzPPaeZSgQpCxeaVuQ6EZAlAbetSQuxjSqP7yJTe0+fPl8ul69Pn3M2AEB2pyS0IJEi9EAwruHuaC5RLp5IlS5GRO6THPTg3MqskiBb96jCg4fjKOuryVBjKHqCSt0W1/dxKUAZ9DdTJQ9dXvu/oDxpK4MvW4oVYGuUWaXIYHAW5QAFaJWKBh07dgUt3S09vukZzxe8/cD6m7tvrV9nsfRWx4ikgIli/YgqECOvcc1j5O4J/krnpG2WAYiJ/Ug1jXQhAkB2qhUUV5oD4bcENzLMvTslzYPmvuZBynzQTE+NuXISem4AHl49AlA55xd7789PBGDe3Qtzmh3SrCphlyISgYjY1rTVGeTteESK5CKPbX4xSV915OlkMe7nPHvpKZurjEWs55Ya6Z2bqOe6H0hS170Kkr4nGHpfkPB4efE2c1KqaG7s/Myxi27ciTkMLielTBXq3MN5ZV3k0Yg3QpeWgHe21nzLOs7lihxo2phYQLLc/hGxyjuQMb3AI7CY2QxujBhANgAo1s8UkuU6F/1NRKjanG2mQSoa7sPmF5LlJGgxaByTk5Ihjxq6lL/NJGjatTB8IpIlo90JICnf1GppSKrQJjszPfUdpORvyR8mta7Obfb6zXtrDyoN1MzzZBLA6+10TI0Ag3cpeH2+IGgmqnAw27lGEiRMw13g7k3rOPTekz0uRxiqqg3t7NIAdacCZnqToVIpzu6crula9FBVKZbBdAXV3bUZwFHYOnah3Enp0kFmlolmzP5TQJFepQegAUHSt+1VtBERYRAV5SymzRwuI/GGwSP/Ns84gmveo8y4fM2ZixExs957ynYI3F2hCgsxVQ3PBrOSq2BmTZqISA8LBCEUZGpBGFn6LGXihIqYakATaLVt6tfL+Xy+XPZgXP1q3c52BuVkkFPD21e//PJL9CDJAApoxdUZxSKn5pkVUcmtkC9fVDSSyyMjybiJRngCvatGz0NZqczT46uvl2vG5EbSM1lFEgeYAe0ixSx5oDqC/+nXKojsJJvFNaOleg7YVNUzXz5EM1ANTPKhVY0e+etEbqnZJuKitOindrKQh4eHjx/++N/+n//WdzBrQdnJ8/nhYbPHv/7rv84YQw3SAMA9AIIrKX+IFKE4VQgxKhk//fo3//2//3dESpz7hEgMNDeG11ilGxn35agJ0hL8aQz1/Tn8LHZaXne9ZlyKM203xznFVoyaNRtwovFdKl1EeaSAxxcrXrr49EHVVl1xPVT11as3EQHvrbWPl18+ffr09OUXay33DxmttbevzoY0i2tUuYiajXRYPdbmrBLJoTjkzhF0yU6Xo2kKprd6vGyUKEmh1jLqubiYcRdOmLue41pz8QY56tqijo+i0Nrf9nDrKUXUIiwQQhyN3fL+tcLlHy5H8qUlNx221c5DGVJjfIzbmHHOJgj23tf7J8lFAN6vuSsiYvcryej7OLwjTJX1sMQ6sLtr0A9hDnvt1prsrYITi+pW1xd0cO87HJObAImKU8FQ4WnHl7lgQwcbPK5Qed30dDr1654FiU9PT/mOgxbPBGJVqtfevn03VQvJ6vFTKOpMSt6YqiTllmoHAL+FJ6tBjmsSes0syjhBkyoByb4GleTUHxwsg1eMBPCHP/whIrLIVwqsdW/x11r/aYjb3dpVqCTjIrlelRWstOyxRmP7RXLgYXYWmffW3OZlJ4y/rLrmpZV/9xt54fMA977BOs/D8N2RLQyYiLSB36kgpkPGiRBUz6s4WE7HqRrbSda8tpppRE8NdQxYyvO/86xGg+ojkle/Z2A07KpfShn9KZES7IQRs8TN4c3BaET8+te/SdEXicQlR0yhniuVL5KpZdz985ePwZ4VtRx5hggwtY0fNa35V0+qf98BZADe+bjZA7aHTKZi+DwgGAErNFu6XqsfC4BQiA0OhJsAW64veGD4VA8zIPFk85Mebnl2pwPmIcNVALOYjiLSkgR6SeAWQnFCZVh7T0bBXE5h2elD9s6FqJifVAtvWRCoqzbPT27bhhkpjMiihSb62E69d5BKRFBFIqgCDShFxQD06KIKqkpz2SNZf0nCbNu2iOj9uu8hIidrZdVHnM+bKkwSLZyAX4LUNsV3ZFA3D3CaBZEZQAGFmaas2roZN9JiY1kVSSmhoQbMTKWptMF1tEcEJSjx4ePnh8fXWvRwmQ7bIjIeRxVj5pXGYdsoRmGEJL9OQl8FrgGTFjapBFfBMex4YhgTZplJcQAazyamLUy7evzPf/zv//9//UcA+74DgBvFVB/efffT9upNxilVNcPRGC6qAKYwk+kuAwAdo6h/aG5p7UQvXBhXmEuQyoiMsY+jXhG+DaiIWgFWSo+7O2PvsXfdDnF/4O85US9ZCLOu0YElrxjMcumMZpV4vTFf1okdBofmrDKTO0pofex6verJPOLx9bvz45vL8yt3f2X24cOH13F58+bNKw13P51aa9KjP335FHsoq4Ag9fLlclmeGyIcSHzLqRrG3IgjTslS0T5ZvUYZ6cIhT/QbGroicJKMVnMeEhdow9tbDaBpnA31vxqmMYXUTDqIpH8Umg2IUDfEiButBYHr+Zq/qeWbfvO47SKebmhQFmXTtRpqe+7zdQYsC7n7niIvBb2q0h1kX5yoXPc0o/PKOtjaeymFqWClyOsp2T+jugUcmfp6C63UwR5ujuv1GhcnGagyOlVN1syMVTe1KVjr1Gu2kEpQEUTkdDpt20aBbS24k9z34hKPiHBpzbbHk52LBiXLU5xUUSwUM8yg+Di0yIixRLxgDJhvVDOwQM1yaabnEEsh0UsrRtspRdzIl1UfVgK996fLc2poDpQeR580GTH5lwCGl0ZVXvmQFFgiSU1y7Ks6JjJLZKY8MZk9aseoMQ4Isd/tzwRZ8NZJOOahzvUxKp8pchlhruRoHAyOY2kw3OxIk24kMZAkndn0q7SD379+SHE5DQMXCWnIjAdTA7P6fAIwS+KPKgEEINxXs4CsbidlbqLNQxJlV2S8ELNb61iam/0DIFwyOTZlSP4QAjtt2UzV5SDaHEbn+o7BUfWvqsmmjgy5Ae67WQULJFImHXIjh0d6DG+kh5sZ7LQ9vO7tBBExGfZNlIadjGNkOEIxmVYk28lLqbPaCTpLIDSlU+3JcU3aOGgl7hOW3iMCoap2E5mOw89PsQBR1eg+OwAU+GF67FNCCihwiAzHxhmC6sxZtCSLPhwhsxhO+zjGZQULpQJVIMS03PkK6ucn88+OUttQUwAt9/QeSnUMFiGgpYcHU7rAIE3Ye+9XejczIkTYNnn95qH/fEV2CwYgiHD3YnviyMiEZO34YajOmJBk+3CBMAGqIUT1jEsMhioECUgEEIxM7D88vn61+/P+FAzymk8nGeyX69Pr9p2KspR1JndyXgRABwDNfoiJUZIMhgOA7Gs8MpOnkpspIFKw3JQv+QpBVW2gipyxk1R9btYeHk9fvnz6b//4b1++fAm0fd+Th4l6VtXvf/jL9z/+uHOXJFOn4sgYyiCbkLmEkjuSU9mXUaImp/N2ueDPXdWCfUn9qEMKwjHVAwBFCNl7772fCjcT6TzfCfTyftLUiBjxRRZJpmpZ4GNLpfqs4piKpozRzSSOzIhUaodkEqglzFhIaOjWoBK9C9QUjw/v3P3B+Pj4+uyfSNr+bNbODxbhf/jjz/u+d5dgZwL8vYsKY788f9kez6qaTf8EWKjMpxK89/7vBOgAFqWgqaDRt+Mx9QOHHh/xM08fca7OiLS9pAiR+3sO9Vnzx8O7jeGUjpDh3Y5Y9GU97lsKu5TZUGxEHksGqo5qmjgke+/MHuYedw5SjN7mEeFxZaH8jo6WGHGC4TBEDHqm/TYec+fZq2Y4PNfoWzbH2H4cUYd9d7jnyB2Y+daIoDQAvnSvKV0rEJFt4Mej+9yWjLCkmM768Oyj193MzqetSQrFHZJV9jjq6GHu3kTB5JIasD9wKkIM9v+o6gEMgI+oyk095rgieyv1WUp1c6mq6TZynTeXCX/5+Et0v5thrkHf2y/liY4IEVO1m8cVQ6Xcy42buMuxQOn2TJjH3YlL0yIrx0VMxAaiL6Mmtd/md6t2ddHxGHFK/Onrz/x1bubVgMPYcLnzbKkIjkHjf3fpSP5KudBcI9AiUhT7ieCkpT9oZh5d1cI9IliMzEdByc1kcjWUERFNVEIUkbhy4GgGiFvJEKLn8wNa0NzEmqKP073SAKWGmu9/3a/Pz8/ODqVoMPu/DX81BH0Q0mXQK2taPXjT5wd62l5t7REQFXWHLjgNDvaP8crZpu/G7ic5ItMoiWZJnDtzyhQRZGoOZqK3ePd1JnSmLwIQlSTQS9MNiJEwKZ2cDDzVfDdBXM2SbDDnqPc+G+24e8U7cQw+I/BYs1sH6Byzyh2MUfhVeTZUuEjz8F12j6DqKs8zsQl37zPsAlbIhgqgKdHaduk7ybTZlYBHf7q0hwcot5NdO9uDWhOP0dJ4zF1apml5A2Igq9OJpFxFslvmxEsAMDWSymB3GNTKvM6ygOqMHRkdUQp0O+l2EtkAL2IXKzad6/X66pHjfK2I8m8kxXJfSNCWIh4AJg3BGYg3M/f0dVxEem2n9KpDVRvcBI/cRUU2EYmvXz//X//X/xfxcO27FwNME1Gc3/3l735H2ai2Fc154+3YZown/71rtVRvlB0PT6fz+XytuFQ/rKskQaJKSFJhs5rrZoTLASGKIHQaKPn1PfzpetlILmHwxQBahfIiB8fJnP/mxirgL7tUnKACGn6kBsbE5x2WPrDjwZaUv8dSZrxPRVWzTnNTquoG9t5hOJ1O22n7p3/6p+sl/l/C/q3Xtm1JE4O+L1rrY4w557rstS/nnDyXrMwsXIWFXBRlCyRL4JuMBYIXJD/wivgFvIAQT/wFP8IfQBaobFk8IBUqG7uMULrKZKUTO9OVpzIr81z3OXuv25xj9N4igoeI1nobY66THtrammvOMfrovV2iRXzxxRfuYpor25LmCHfdtks9GlJqtReCXHOe3D3rdrlT7MNpS4pVNlaimbmx1KpdX3Qe0nlagZRvtyxz3mPfcSaRnCHS8FewO4X8zWfTvnLY+zr1jyPE8mdNx+ni+z8HbKO2gcW21MFvrVnTsSzHO0cScM/39obl4SLY1kiCamahqm/B6USb72GkI+2Z/txu+8YYJt8rjrA6v3mskzH2Y5AzcQxXtxKU0SmhqclS3ddAsIGruJpFnTUAn0rTSAZrqnW8fIS12+UM07KtF/dyOrTW7h5eqGpZFvRMmyzH8OfMrNaKUvpJEm5oI5lV3hjoct8y0wbcpz817a/XRN9hsd5qTV59rmaHuRfHu2/f9vTf7jp09CsHff6iGGDpPdO7vb1aTmM63G9dLs7qnpnL7wk4BBo4zhS6uxTnTty8uv58ZntHgkkdzt94xfVHEci4JQ9W8WTx/opdxut4BsBIie7jEyUvPTQHuuGZ1uf1g8R4dt86i5aKJyPTRkLAvXrE0+HcACN76B6EmeSGek/1uhudUX84lug0IBCpAIXL/d1LZwAhIYeUgvOx08iMwuNcjvlS1ffv32uUdrA2IypaCJ33UD+oVgY42EzRE9C9WQNJkWXBsiyAtZadgv1KcCDWiVAcbdd76gGtmc36CQTNPQg2pciA6PqsWT/ObATq8c9pHuPkCo1bmtkQ23q2om7/mYaRyKY27F1682TMZtrRNyX22p4Bdt+/vd9PjwLMNWkhezwTInTuMDe31prUUmtVgbsJ4GZBL4wGekH+CZkwlGpmVbR3UgWaVKsHKM1dN9WicqSIlKqlqmJDsWCKuJS5CVT4FySx923kNKAMZMIysTt+H6rVYJxY5jQv3DXBFHQKy8KyKMULA5tjnlK6bRdVl2wmI6kenLUhtxTmjoVAorvurlyX7yxlf1s4rJ6Cc4M3ZCSPfj7I4UQAvjy8/LM/+7Mf/8WfHw6H9XJZ19VY3em8v3t48cUPfnfcwYxJWGdA73jbdQr/xrKnFE4t9y9fvP26GDD3lOwfZB92YcbB7HGJK12mQ9HdS3yXNtvW1trhcBhVRQRsR+LGus/0hPcl2b0HRgxEZplnf//uMhaUACkdWbWQo9LlJS04CL1mMxgDQwu6lOJspIvTKVXM3YLuFm0Sf/Hrtx/Om7moqlFQiObuThDm5u3p/HG531gQWO9O2pjkGPoWTcCvB2MRQ5d5QqSXU5Uh3N9HNeryAMTKCd8Gkfi2fcfsB0+gm72FUfpPE1wRIx8mQ7WVsstS5DwWMbMugR7iRwZA90nYCftpUjPx0j0P7MnZBLn8KtYfAukR0EeByzi+3J0qZtZSQKeRDKn3SLkGiGVTLWpBb2/s6fOzr2F3aAqY7xy1ceiSKYmZX21JUQgOh6SqVmQb4KJ9y6tnT895fRqAGJhsgWWR/I0K1r2ZVY2iKCEAsd3EqyxmVqNDtBps2+JPZzGz7XyJ4224C/fH++D/hepEa60ejqWUIPVuzR4eHlR1WZbuCiNqjwAM/pO7M2n1Yt2rw6deJJdSagDwnS0dv//65z+FNcnK9E98nNcJ/evX/H4CoIsg8zzzFXi92rHv9/QgR3u9eHNU4dN76UP4T8DklqWwV0Rg+Uslk1iyN+LjxJcAsCdPhmd77cONf9488if/OYMFFAo7QXFi8Y6DfL7IbxjP0aQbDDVWMyI1kdwLoGCi6e7DNYhe0ggAjP2lRBTlAqDTtRfcxREzPzJrPdw5FvNKVG0ui6uqp0aEsDcV1ak0U3Vb1zNk718Kr6Ziko0nbHT1CgZ7j+7QB85NhFWWI8oSA1WjQaihsjSP0zYxC0yhwjAC4mBk2VWLFCIDQTpKlxOP0ytsBVHDzcon6rCou5esE9kDbA8xBkcp8JC16yVTYwb3MCli5tDEpbh7a2s/SlJHTGEu1F69HpWCiGIxMAigAcOnT8vAKQTCplspRVBE6rZtpUiokI7YF8LmRjjFtbXUzggWo9DD9++Ji0BAalsvAkehiAjkeJJVn9q2rc2K+hFxDPvxVL77/S9+8pOfwGsstY6WpvnpWI2IVE2ctQy8Sp211K7iHTVNW1+y+cpxBIqIKXbEG7x/8fDtL8XhzBYoWY3V2hom0gh3C7HNWHY3cpphKH2ab/RoKbGKXn3p7iWYDLcKWTgULQUn6t0JBzmcz+c/+i//67dv3woPl7OeV3WHoK6Xy9/423/b3b2IiISkMPcAaF9bwypNzn5PBboJQwnPtXdxuLu7M0R6MxPrqppOc2TibPB70HuvxRg64OKBX+b5HUZWbdu2bVmWbg1mZx3zQo/dO1ylUeMCQKSWUqLeOR+ACCpOfP24zjgT3F2GWGiGu3nlcCmsC7SSJIpAKl2KFFwccKdIpdSf/vxXHzeoHcyiVqk7NTGIcFg7nx9fumalhHuqVyCGIoAp78fLeEnf3j4QgukIUU/JvkE3QYATs4+yX2uX2N0hkDGq1+fAnmKYV28ck3j2ckWRqtwARP/Krg/nrbUoZdBNSTbTAQipbnGH20ZhG+7d/L3xS1rWDocRd3d0AXdVBcTMqNF1AwAqzYGtzRps3W/rD2u5eiP6n0Y9cPa09c9WYLjCY5mK2DRyBYQaRWCOAnenoYDqSWrsU0lOH4sS/gh50zmzgus+DZrr3gDYVsjoXkDf4hhOG26a55vJRvLcnjjdKoD35xUdLYs5L8HPkBKj9+H92xAtqocFwKEu4ZGv63o4nI7H4/HhhYhop/mQrKUIoH3NTGvIBBYSRdG5IRZ3YNvnxyc6rFfiu3sgl+x4SUa40x785Ovapft0wQdm58+vfjPhhUljByIZF76NpWDWM+xN+l7r/3CLvMe1gzVG+6+48/Hy/UGu3jA28uwUuo/gzfoJm6Zu/hRRCSa/av7GQFJFKbsmMoAM2KROwXaqWKgqi7r7Qrp7i56QCGzeJFo49EWgkxaMBF09FexIEl5ECpbj8e5BeCCW+C4xMTXvpSfu6XQFgEK6mT0+fdjaZWEjS7ibizlgen2oAXu05u7Z6SuTJ8dleSmHhTXkMuDWRCRAgSpFVZE4Fkiyhmw4I5bfJ8iyNRcCSer9f+fpC8Q0rX32YZtgoM5482tA2qgKFS675Dstj2SzUsrWWmEtRSJ7HZKBmTWULPgLl3OEuJyOhnQ9k7cWrp6D1GzIRnAqQI5b6vaZkaVMUe4849QNdKlB+LS1baUUWplCeozMe902XRYWl1KPTV1K8ROM4qutxgUiLCzKInIAF8/ySo07HxXpBZqMvWjaMI400zjai0hlsr5iuAP7CVfEoYZCpNxXdv8Nzlyo5L14/erDhw/YglYU8PVmztbanpbypFM4s3kXwzUJ6AHuwdwB0ENMVfWmpRQkI56mmQrsjdgB4CR0tztpS+HhpMd70zP+83/8BysP22bNoQoziJSNx9/9m3+jeRERwpkFUzlcN4ZjBvZ2R3Daxm4GeFQUbmYAPv/qO19//XUmWz26N0r+GHKaftU1YVY+2COD/qXx0nWTO3SR0ivHDpMRdPdQmXIPjFXIOERLQBHGvR9n7iIparZ8KoYejlGfPgUS1Y/gNkris423u8CPpu6+oJkZWZdD+ebtu8uKyzZkSxlwz+g1mbvV7Xw+Hw6H595Yv7GgTiuRtGXpIp+4fs2ugHeA4uaaHdW+LX29vpCLSLTizs6bUTBKs5QAvf7SZzwhV6ODrm4Kb+4eJUoxnpfsl2VGRi1t1Mqhb34MPE+au6dwru9ZwliTEQ5Ff+RwDsx2HpVqAyBWvPdPLF0ny/tCytvlFWHZuzG99muvcnLznyJUCH9xZ0GENe4tL/f/a1L4d1cDibPCr66sSD+UA7FW47QfSSrQuVQRCo6EXWAtIOCqFhr/7lmZUKb0ve0eQ6BQORGSwfNwASFUwNpqZi3apoXF2rig4l5iW4zxKVcDNYKKPsKu0qVKcmTg67petvVmbG+DnT6qKZWvJkMvGtFdQwDcrOzrqXRg9JDo14wAr+tAiWQxWeQGortWNrIbUzXtrJjLMao2f+kUSd7cyXwR72BBkHMTLfNoudGhIUAsuMVximXbdAIp5HGtVDDuDc+Jg1RMTnCsxt1lCesXa+wTwSHcPTRPBCpSosClwN3dbFddjZM2kXLbd8G8v2gugdH0bylLzbIyGryGT+kd5dA5KZnK2i4i77/9ZqgiSApGRFyn4+k62bdTJsy6v0IAy4uXd6++2HqSZJ/J7kaXGiFZyIkjPPsuhhV7kABzm3mn33WvV3rW5bmnHuy3+ZwlmdvJbcD/QSAJMc7wlsYwhpVrbgWizUcpiYggguFrLruZbcpliSb1E74D0sUd1ssp3D1OcGTkEB6OSG8Mo+5wrzFuPjl8oyMluYDrtnoSLbKLnfXxj0eol8u2LEqpJAsUZBMRERVRQ1n1vh6LSCmlGe4f7raPBRFSdayoh/ImAqSoXOypinHoJjUVAFrUNianR0kGUYasqupwa1tTkJRwiQwkD6cX/vFCrXQHs1+4qj6tl8PdSfr1g4swwyFqofvJpErGsaSNhEdetW/f1Ldz55xsLSBZTd29Hs8PLyq8fFzP/+Uf/ZnV48ens7u3BrI45Hi6//73fq/UGgIbg+BsZlLg8OaAlGz4W8R66kpEpBTVLSrt8867nEQ2CxIxs8/evPnw8eP5QwNAriKQ5BCkZri7zzBSXgrZ93FsBkunFu5um0Ppkjo7MwQ4tkc3fxzXHwZqOtdlRIYaB9mziBm9Mn9yLKJRTBQs63C/Ih8XbaqORBGebDM3eqMbazmfz+/ffdxWbWlw4z7c4aFXVEv0Em0E18tldyi8wqOoHsE9RUqcSH80v3IgEnMiXJymbpH4yzVybeX5DJPouV3vSXYXkRTbjKAzOGOYj93p2CYBU7i6CkWbRr9mbGFYmydgb829tVbgItKClXu94d09Eq8N23i6iN09GHuljlVHU9/bfhNA607ebkytAsgUvDngLaPPyNM7OoNzTh2Wq/U5iVNMbKSBzYy/+m/ynqkOgJnkj7PJzDIlVYQm0VbSuCP6+0CbVQrcRaJn9FjJHHNrccABSiWZIDKBjqZI90b3I7+lZrL7qP0RwEXAXjao0URrWi9Rp7G1jWRMaq+OLO2yBo6nc4nMb8jnWgrCA0gJiYA5ze0nP/mJCM28BrqZ2ZJY7bOujXZH8BNjPqcmPtGScUb1YCSGsGXs0zzjzCjx8z7Xwd+VfmSwfyqX4Dgd3TnL3CQ2Cfbypkx0CMf5KdODsNMPfTJQu+vWHyS/6PpPz995c9n5SSN+J8dyipWjIJFV6TP16NZPvSq/Y3Lg3BFnYtoMVxJLUA4i8BCnZKnitFQQnbuNqLXUw6EeDlHVXjSo0mCXWaYhCW3ZMZau5mbb+pRn6a2B2n9IwkNQac0iBwXPOoe7l5+hHokFXgth3ms0mT6fiLhASomCMKC3Q0DE4lm1GlMTvf/cDDQ3i3qA0JomSGEiR6A7hUMK/url7r16z8eVtSGhQ89bNzeDixnJjY3kQao71E1EilMcColIh2SQI+MR1AjQNF2grCz9FLYSP1cRVQ3YIN4bVRhyMIcbFB3H8RbHpQKwpq5WhNE6t3s8GU7EOFdTXM7bUg+HwxK4TQEXKV5VVbctgdnj8bi19nB/f1ntcrmIV3enecqJeY+Zsn+iDPK75yCHv5mRd6D3ZoZeEE5yXdexmUeaa1g0Eam1bqVEutbdjda8tXYGHsL5K1LHLDYBANua9+4FUbuUgVOvXiGLO7Kie1JLcmehisghQDF5PJ1ODy/vT6fDP/zP/vjdu3fEcV3bFgeJS5Hy1Ve/fTgcUKpLEXES6r1mnjCLZeClFDOAEmpzzVuABiSCXGmTbERfAXGiuRTQa88KeVTHjUg3jiJvymirESygK/t1e2oqVKHWVt0uZVk4V7Dv+4E3B/ZsBPvvr9RJ4lgl0NtSjX6nuU6jVc9Mhnj+iogiYpeDmxjY1gKYNIc+nfXbb7+NOMxpV/YUQC9o2B13VVEN6Q+PBEgX9fCxzS0oChZCx/PNxAHsRC6iJMEXM3tupvsTSdy8RJ4CmWxlNiDchytZaHG0dzgBuKqwo7lt7ald3B3WAATTLvp7Fk+XTlVbx/BGn4YYpZhctRXd9Znny6Octu2SdYuFBnfgxyoS/Z/g6aHsWF1eIfC266jab1C74Urj9pfj/XFSH0fABleQOy/AkCpvV6geNdJ/hVVMIJINU8hSCtriwZ8D0HzqEou9mjJGoKTA9X6oz9+SOzGfN7r6Vh/r+xlm2Z+O47NmY7U5qSN303s959vdPSMiXwFYXXIZJA8Jw0Sy92O1XVYJkCr1YJP0VSSmt/OF5l0mwzAh/rtf+gn28zRB4/3AqBAZXuHs8cyvxF1mByveLAG0xH9EkapQU7u+zvg5rYoFMSCvg47WjF0XHhEwKuJJBotrXO2qwR16CzJ7ZoqeP87ozUGygKnb4p4SHn1nDbvtfvUsNwGhf+orxjvHF7k7UQEP5YkMh5wAKqPtHgAcou0blKQ6x5y6CbFjrSJyOt0fDicrwiK+zemXtOfj8QWkuao+Pj76utZaCS2ACkM/duzHGr5iGhOIZCLII2UHHg4Hl5PLiZRQpBHpGnf5mAH9ADBB6pSw28acrMyNcAQVgn1I2WXC3JziMA3Py+M4cIiU3gwT7q7JF0+lNnY+Uu7H7LS7HyWhzzpSZWNfXJMHBKCrFooFqKiB5BWR4tpcbWw2VZUJBI9CmRhPu9LWTaDN3Z0apaUBUBlMUACqruGessc/IiHYDSDFvau6bdrs3A7LXUlFHIigSRwAW1svQtRaou/F/RG6bpfrMG7fxiw9Dc0rmpebuy/LQURau/KrVL0ELBirMy+VsYK7O11EZCEryuK2tWgsDFWSl6ePl6fTshzNVZIkvtOHnerwpRSAVGcWBXaPs4tq7zY92hPRpJTCBii5HQ6H+1d39/f3pfAP//AP373fmi7bFvooQvLu8NnLly9PpxfLskCKUDIFgHgoIjE2d98Lcpnod/g9V3ID7q7dhSdzBYcakNO++Pzzv/zw3ntypC91yxWKZO/F7MSYgEpPXl2mgVJQwNz1cvm4bUfxB6C3eIjSrR51ZVX50OvyT57auF4J8e3qni0kRbIyf988AUqzby0yRGoKEEkAcQi1Cg/YAAR5mbW8f//uw5NeVjN1dwqEYFeHz8Xd6/DzeF7PH629xOFIMqgFlMIufdnZbxw3nwu0t4nLy04CxdNZOM6aKxdhv5kpkCDJnl4Mc0xzTPjHlUduLp0ce7k8XS6XrT15wmwqAlWNeu2Dc9u24a+7uylH7nXcgJmpD7p3ztfIkObGGT2XO6nA3d3EPa1qN64xdw2ET3p42NOMPuf3Z/WpebV8YiGdH83sBZ3ERVEKPp5eo7er86z1vkW28jq+v8RTuDeXomTTnVAhQNekjJyATcK5Y6zkusgRyMb2ml0M5q8WkgrrVOA9TkMQVxC9svovs+IyF0za7fGKbGdP2ZBUqCwSAPyYUxFR6IRYWuA3cfciAhc39pIdttbef3irtkG36blmxykCp910Y8owzq/85XXp2Lz3kY5OolY3Hk8eq7fsVZA0YSizjS+aKQTjbe5JdEl52ywRu7oNdI80TOl+rgx38xkmF/pe/swOpEcyV4Z+qnf5uFo+47Of59enTGhqlQ8Lk1fI20+H2/cxdAC1VInkmjtP1batWBRRVwDaQvtzXrBSynJ6eOFShNUUlWXMYslghtI1I82MjmL+y5/8tBh8bbaoiLhDVddk04LkqLhvrZFsrVVDKjqraz2+evNdHh9YDiHNtj+2GaUfeCGKrknuJeGuOXcUwPr/fUeOp2kq3XMYEUgP3vY5FcrNGQTc2m13r7XuyS7A0LsHmacaRn9/bkbVcMiyhRRszIu5wyFe1HorDmhm9mjZTDX4zJ7za6pEdvU0s4hFQj+ki2zvPa+jbUOulogh8tyOaDae1NxRN1NBha1bO0u1cPWOp8XPm7nZZk9PTyfeL6zkVko53JW61m1VABCYtXy20MKgkdl4SBxm2iMpd7imJtZuQVLVZjpE8/jPVtwWmzWIhMf740WXVVsYvMB33fV8fqz3L6sI2EA6Bv+X3jVuSYoqzRBaBjJ3tsAwQMgtaqQU30jW0pZaHh5emtnf+3v/EYC2nlpTNSVZZKm1fvXmu8fj0cBlKTH25gqwkOhumfQCsdGvoi+XjAIDuCXZDWUiScnYJRFRGk18uNrhlkWwHQp/e7Ze8hmDp1TcAhyWTjLKlaqq8Mv58v5kb2hX8F6fl7wTjtj2mQXvR0W8rcONjIkfHozFLbl7tMnKqbeMq9wdatINWVy5slVS9ImkHPX+/v7Hf/nzt+/fNT2YoRHabW4q+Unk0eXp6Sl3kDiAVdvTejlWk1JCmtw5oVCZ60eOlQejHZFyivKZm2GJcZ7N+tVymn45ZoTp0hLALEvLcQYCY+AwbWBTO394v67rUzvXWlv0sRALWwzgHLUHjiEebrpfxLuwsLs3RLhUgZSTaFPXrKh+7t7r1W4dPltiGPNZzd1ddtt3t48EFnDj7135tX2gDtYeH8//8o/wd/7O3/rrf60cDoef/PLjH/zBH/4n//jt6cRvy725ZcFHpqt21dl+h25mAumgAwgKWMpSChpXVZ3d9/muJOrtvGKotUeT8meoT3dq4wCe/IxUUbmaWXcfHVHj4OnLo+/BSDRPH4l7k35c7V+bB0kZ9386Hn9TVjfmtJQSWWiKb5fL9nQWc/eNQBS4Dj+T/XUzTTNMPq48FjbZeVS8EdUYV9jdnRsXZ/6ym+8dv7nxuV0opZhqmmp2qzrdcO/BoPP33nhgidCnG7RjWuzQyLgant1YH6vbe+4hhxCdlsuQ7cXzx4zxj8+heyypJVvgbqP30ghgSCWvXdWrR8vTM1SgDaB4KWVZlnV1WCUZMlLRdDTaGXjAb9MdGiGleM+9uHulaNPHX79d3z/WlEPX4pIJgP7sqlp6kzXv7ey2LQgnxZ2Q03J82aLNVxbMAchyCuuLrZSySG2t0T1AWXG0ECwzly5C3uc95LJDkwXoBJL0ItLwhpXe7zak72VyUlM8sGPtHik3RwijxOCIAQZnZDXjk/vWs3xNq0IjMnVzS2tUIgCiu4sK3FvbSKqzlOg84Glz1BiNIQCPNpVpOKSUYibeHG6FZCVg1tXgdouWtte88yypVkupzbS6ieu2XYqUUhKiOxyq6hY9Ex8fz4fDaRE6cTqw3dXLR42l4JZT0ofSSWw2EkNj3RiZdWGBhnZjEdPTi8ABdro902cdgZmUshAVXsjGSF6oFQGbQVsthyALJDrL8AczSnGHStgHM3QFppjy2KcdeBMRspmp2WVZlnAF/+k/+Wd/8id/cjgctm0z3UybO0uttdz98Ac/bA0obhDtPJHQVGUt89HIHppHyqYnvzIOmN6TCwjY0d3dM6jl9HAfoqm9H8YUmngEXntf3bEiJxud13d3L2bUAlPb1rUdDqdxYsXmJ4nuwMVzTa7qp00eu+9eSmltxa7XkFAe4GqxEPfIdVxheCdhKE+iApeC4/Hw5fe+/If/8B++fbe6+9pSeUX7kZWt8yjf+e73vvn1W308M6KrSAG4fvz4/nh8I1JUbCbH2Gh0MfIBV4cZBdF+HN2TvqGBfTLvs3uE45cCR/Sf7auiLz8doly4RT3yUuvTubW2bk9rB+fjwODY1x01zJtEjZ/CDtVaCZhq6ELFI5ukGzeMb95zYkLBX0m3hsDQRxwxys2tuicnLFVMuP8e/00vVf388fyv/ot/8//wv/07f+vv/B18VrAseL/9xX/1X/07/87/4z/4D35c7ozW6Tyc0NwJDYJtoCkaSSkVALEw62FS1951gjzjoH12MzPBQxwSqRkgSCDjm/f3hw0J/zz1khObMfdw1AoWjD0Vtb9CKSWORriZaojLWJSIqJMwaq1VaCyIllyC4gPvND5PQ5IslEWKp1STurs1s6bYtmLWWz7shIoOGpWb5+Kzpk/XqavJcferllaYsKjZX3N3L0JQ5v4xn3KqcGNekrHH9Kh8h/1uAiRgJ2Pt8xPKccOFmsK2Tyzj2Rm9tq4AuvLHLWjnNn/oE4ZxGslwsdLKjff321PAKTsFMHSLZRSlMmtaKFA1cakU84E0l/FcJIU4HhdtJkJRRmJdRAoKUyNOssNKd1jD8+k5WYebqtrlXD2KMwTmzLauWbPkhJlmEwF3BHXezJQAA2u8f/mZl0OWiagHD4DMbraB1yYtWluBe0gjCQuDeczhlLt73rHcnkfBRez/dieYTZGnwGyai7SZZnTvnWrzLx0YuzpD5wBv0J3HsUWxPWQwDW28EAdw95rVle5uahsQsnMCQ5FIcNI7d9/dIWbuAnH3EnJULKAXgZmJBsaZAcxs09y9TiswvsusSUEF7bI+wbUIhFJPJ4pGyLAcip+btoYCcTtIAQsPZVmkLtJagxekXtp+tgWHIGInyqjJcvcsMOvQca7Q2SVCrB2gR2nGvolEpJQSEYyE7x86Q7DW2sA/ydQUsOwjnIUqMZuRrnJk/GdGyXReFMOH6+7HMKxuC7yU5U/+5J+8ffdReLhctnVdY8Zruf/s9WfL6UGWk7BJrYJlzEC4mMN1QPIMgpQwU0mg8CBAejdpiT8lPmfdbdhNFcj742HbthvR1X46o5qJZHakxzpx6d0ydpca7q7QzbbWTNWDDiq9nwoAdJkPXBuyYTGv7wK11m3bAnvv0ee+Nlh249JvIK0GyV4AaMnhEC7cQgjp4dXDf/j3/5Mg9ln4i9mXrp8xciD55svvsp5evPBvv33Xy3TUzCQ6yOhaF+kpyCAM0Hs7xa5x5dFFGzEpw8WZHhzcN/nNFDw/P6YDaXdNroxUaJPPmvipIB/HoTvt0rZ1XZsOXRUFVURqUBQQZIZt3IP5pLESbu9051no4M+mj5GUwXhk390h4jqRul/tuUsX10cdf3oOFGFaBid1M/xL/x38H//3/8u/+T97g8dH1/fEAt++//2H//X/6t+E/Z//T3/36eGhNJRxHx0lDWVQmpvw6EYJByyEjWUTSU33kBTQ6rTgc+uyLKpa6uKtgUVKF2chbQuOBGQJOrCUUmx1p0ix0+lUClU1hKZLOS7Lcrlcaq3H4zI6zonI6XQSkcvlUo+n+/v7bdtC9rKUEtWyI2tZSinFP3z4cHlaP3z4oKGn5TCz1trpdNIeC8abxwaU7lvt4b10rr1780gqrR8+fkvfJFvBXi3p8BK6myu9vqT0f87vvEXp5pX83A26nuvd/kzIHw1X2iQ3r3zGkNq5vZkMq3Btmobn1fcjY7XwN3/LvvUSJ6BNUnC9ECS/bfx+fvYSfDyZnUifT0beFv5HMmT2EW9rX7AbyeHqBQCV7rJItLTNXQBliUa/IqXWafQowij1BQ53h2NsRgHDnXSPypKdtbLHPGbb5bI+PlVwQ9e191SlomtX0tXEoixnJPpPiEiUm7z8/DMsxcWNRpgI1FEkMCOZpGskl4oU9AOistL3Md8nPXHwkr4tRUEiEzJihMvNsI/xnBly8UoVgoAaGA3A4lmVpFPBjBF7mkA4OKPdKR+rLm7SUrsAHdn3aG49lmouBTMLheBQ9UtPJjyEBulQiymzOiI4uHR1xBHmnj5SpuliHmV8VVQcVxde1tW11SoPS128HWki0iBoaAVqdmnbr7795s2bNwcpBj/W8ubN61/+8pdRl8zQUbFNhEIWqaZtBC4JpckOeEiKUOR6dQ8aZm6e0OO2qLHpPdYAAK1W+c53vvPjH/+4gAS7cKi6awhPRFCCIGUHPhHVdtprVhgiN2kFrqiXMKGLaxU+xAkFOUr94z/+8cePT4Hsro1qtXq5v79/+dl37+7uGggWKaSU3vcwnquaPQ80OxoxOVv5/xAYCyGPSdQm2pf1ECLO6AKpy/3p8qGFNzdf36dERh6Iz2zTvr73iFPN2rZdWjtKOYqITe+xHGeGSO+gmPT5ioVPoajt8gJzlJlHfnTj8CRYsGOZw3IBQAmlSJBcoLVUqU1ElqX+4uufO+vabFPHUOGybFZNcjm9+Oqrr7ZycKAWwJcEAjL/Zg5d1/PxuATK6Fk8NNUP9vka3nAfgUZmBG/eRs/7Uah4M7bhZMev8sujErb/PI7N8Oq6KECmV+RZT45aa6zwqGfPkgsXc5pruq3ujJmS8J4jPIhgQwAxD3nDUH5KjNy93+0zwKMvuzRt/f+JTvH6U2a2zNzj6IfRUczZ2o6jKxZBWID2zfvf+73v/2/+d//Tv/lv/nXIT3BUomznx8tffv3x48fLpf0b/8a//H/5v//HbIrDzSruHND+T3ePrh62Rfuymj6rp5Yhj1LKcn9/qrW608wKFhHRqHI/LNu23R2Ox+MxCA/atW3NbNu0lHJ3dwSg26O72ya1VrIEZ27bNoqfHjJFHgXpTrs/HQBxQspSWZbDEUC1XPay98yw0+ke5h8+JMNN3MSlHg/1eLDcTfuzr+sa1tI4+lPl3q21KtxNA5Kydd3OT5LnxO5A9DV5KxE178opYvlEPJMzOwmp/NWvXuM8+WcocPZgY98p6Fcc/kceCFk9mcvr2nP9BMYmnY//yfvpEIOPVf3Jm94T2btfnSjmlYTSM3jvv+mVIRZ5lby+8V/HD8QndtNzv1wkG6GA0a8KtUokFw7Lkfm95l67D7kbvXHZHDTz8+PT44f3rq0QkfKgOUeVlllmLdRgqcnnyVCnmUH46tXrw+mkquEdxbGhCjONzvJD8W48QqGQVIeqshTsXukVi3f4FUnegrsZ6aUUgqZq3QqRzPLjUHRKieOCXiAY2zCYvih19D62TDcFdeHK1o9zeW6RJW4STWn7Xzu6XADvLLgJ+jGaA0VCNTAMby01JAkDuaoFbubm6lb6XKuqoIQmT3g/w8lK5NXZQ5EENWrk21S31lZrphvLocABWqlsJSQ8kXp1ZKHfn46H08OvfvXLiOLN2dQJSfIThCgEwzENMoM4o2UW3NnTMSQDNB41nEDUVXklSZRSg/jJcPAg66alLMXaMC7KttqlrOt9Hp7St665W0ktnz4R8eBjtqJ6HABcFCSra3XWKu5+Pre//MsfPz2u1rim91YI+ez1Vy9fvuT9nQHgohQUsZC+JEcYORyIgWneGIJ0hsCoHuqhIFMBLkHR6IMb5i0sTgPw4rPX3354X+OshZsn8RMuqsYFrXciDo/bbaywLmLeNbiBqDXXbf1gukg57uNVYgcBQPRJDI/2eZT/yZ/jUy5B+e0iCi7IKuncPNeOEQFUOogDrYiiCETev3/3F3/xF2Yh5tIhfcDC40Ml5fWr7xDHUoqZSSnH41EvzVO4TQy66bquZ+AhOupaCohkptLhdbg6+9zBBr+40wCGwb3x8648777zYuBlMqCzH5xTILy5znCRKUEuZHMzuMWp0Lt3oLt07MLR7u6W3eITCyDTC+oOgbsDBYhU594kjaRDphMlQsy4N0knjXQv0tOaGQvDa6kl+opndthJHpeDmZVy3LZtOS3u7stuFmutZnZ3rK21v/Ea//a//T/5H/xbv4PDr4EV1bD69v5DafaTH//ZX/7i8fXr13/nb/32P/pHfy6H56FLT/ZNOOJ0ECpJTE38RKTWilJlObjJUkq0aytMq326f3D3BnhvtV4KTFEqKVZKYREABfeqeiil1hoSGyLCUs2iC7nODrS7NwOkki6eeeFl2QOG3nTNVPVyuQBXbd/u71904E1CBS0IhJH9iY6WttNCUrN+rFt3e//2HR00FXfzAvdSo8Y8x2QMjnVOZ67/CQiJtTR77ei4l1z7K/Nr91dCInNmhSaiZqVU0/2aJYnt4FAh6OZ6x4lzP8729urlcyfcvuOe39XVR3rTil6lNv4QDOmrDT6uMPrFA5jFYmR0J8/3RRkQbIoqPzlo7HqNJQN+jLuxVLMvHltcOPX6yc+WUa1CwiUHwaXWkCGrp+N9jnzpmvIUD75ZKJp1dxrEInx8/851o5t6I4sr4aC4iEQ5F1zdfIuiqB42u/dGAFKPdw+bbSCKq0CyLEndHVLKGAcBgz5NEjChwK2U0j0jcSOmXjuJrDGg6MihEY4SuGKBjuChRPhE7S6gMTrnWvodjFh7D3djfoKCBSLb8uh+kvZzMGZKQlLNozgC8B3VSISi07QKuz5xSOfmGZHOS6xnAaRI+HwCMKTy5yTJfAxFd9VmACgM78nmVTr2Wl11hcBMz9vTujw423KsJCNxUA9LM9VmTdv7p/evXr0KzPF8uXz2+s0335znDWnuHmWTkCCvIE6VPoolZQMTvo2dQOxgBjpA2rddclRJisuhHHRdjuVOfTMRRipHNxGs63q5XJZTX9vjKOXVY89/mrxsAhDbaq2L2P2pfv973//93//9D4/r5WKbWlNzjYXL169fffbmSxHxw+IZQJmIsFBczEwBES5RHj8Bs1n017V5diOVpIE9OjdOb3OgF6VbApQFpd69eKngoS66bTQrzLZyWWh5XZc0DMH8i9AZ92kpNP3Y9HDgCzA3pKUul92M3uw6MFGfrMAfa0tkSFZmGUdEHv0OxyHdOYVhqiJdRSW5iIo4S/nVr371619+7V6at+YGrz58FBTA1e++89X36uEhpNQIYVlfvXrx7dePN07Y1s6UK9mwHI3EJ2RQd2+8ut6l/mo854XUv0PckaQRwN1LTqMAHlzAHq3eNgn1STTVuCMgkfQfXuDNerbergoArRDwSUA73z8hJS5Lfo6MXPqQPAAQopGHwzK2SUn1f3H35nY8HpelhEdSStGuPu/uD6e71tr9/X2YtjFcJK1XvEanh3AgItnxUNBa++/9c6f/xf/8v483H7C9QzHVrXz9Qb99/9M/+6d/9uM/8fLlN9uv/oW//oM/+P/8eVxz9kg4RdJAMyft4O4sQ2g63hamBc5qKOpm8FKPkflSVSklAa1SsjYZYCnpzFFFJPJ8ARmGRmjxQnThzyJwoxSWEh93B0XCmFfZz3gLens29HE1bdt5Xdfz+dHdsTVxREhWwAIPuNFKATJREfc8O143L3fva8xUN90ucqO34iIsMxty9j9k6vE9L7mbNT9+ebPkcGN95otf93cO7o9P0grPa0QwgXzzvY29OS+GvNvrW3XP8guHegib7w8Vd7rvuzxEJhRyHmGf2L1zF42ciz07klzC4HWPDXVrmQdK101knkfxSzGH733xgI5vhQUMqsLeBjAJVLWYeyfh5BhG7pciXqQcDwOR8uCOkd5bKcY9WC+O1ra+f/ftydZQBvCmKDBzWaCqDCofYaMXYhpnaHO4uPP44uH08CrqAbJyPBZCXwVhIr27xuFgxTiqO8jIEEZjBTFJjeK4RgcNJOp28xwSOqA2SiTH4LMHLfGku/RVEcKrSNuMjAZDjnDQHcwQmak80E/mwBLc3WGwOFOvgoqoCL4SghayqxRJ0NNyIqjqCehFnaoUQDQXjKhaJG17pZUA3qUIAhpPR7NIMuZ8Quvj2av5KiJG22y7bAqpdR9NyFIXHFc/w3Fu2wthLKRa5f7+9P7dZmZkC7XmTqrp8ObeV6QHjqEWdoXpBEhhQ0CqlDLt/RgyAihOgrWe7u9ffXh3dlflJdwp1Y3tclmfymERwZ4xf75Lc5gQG1VIcy++AqA0itFdCv7j/9f/+8OHD866bW2zkDAQEfne939EkkVKrRbOKxy8khfIwcVe8xuvbPDr+/30aiPhSIy6wEMv4qr3Zf9QeJAiIht4uLvneiGSYp9iHwyhr0IG2pqVXzEc434IJDIUW4wwMy1t1cthPhVkuuMYu8kTCvQ0rpMxblhYA5laR8MLjOt5ksbYkacBQeW1iqOWUuWJ5OEIEfzxP/kxgOYJfniPn2KQY1H/8Ld/t9YarEfJzSf3Dy/ffvO1qRrc3aoXmG+ml7axHkSiggJuXrosil/v1fmf1hczfsNr+M3Dsow29vsFcziSRjp+n1dI0xPxjgBIXMq4e3zds+neSAF3jXt3HI9H4fHp6SnYY+t6XpbldLpf17XIcVkWr/VyuYQTfzjWp6envA9NplT0NPfoqkLG0Zii7YS7H09LPZ4CCylLvVwuslQREdjp7g6hIW1WSx1YEc1KraPiwolaa4zVS25e5F/5V//ad37nCHwNNkCe3r2Xn//65z/5yX/+B3/08PCwte3p8cPf+P6PXgLvHd5LFnKPPJuUbuZSpElVJZnsZMc/vNELeUzrKiRK79tWRFwsQ39k9XcSxq98HRFx722qe3IWYQC1H6UIcsoQOhHpFj8SSW72+Pi4Pr43s1DSojeKETUywhJvczdr7iSWFFV2KbS94GsKGj3zOi3KlT++/5Dl2/0ObtZ5/h/ZFyhsjvvunU8L9crz2w/pvjL39Tx+/iu2Tf8utVRNZE+ixQMiYeYceXYAMgY8qyI78hH+CoDhPt6cAp/+9gGGDXjieSA3v3zky/zac7v6rmFAhkBIRnEdTEmB104Q7IAaMieT5m0mnHwipeDudIlqGJKoU52B7zzscWMiguXIwyld23RKc6c8v7i7r09nml98ZaHE0soyOACw1gBoD+mjyGNYS3o5Hk9ffvXd4+m+SRWBR/cWSGuWXZ7bhp1LxzGqGRaGqxS4ZhGPpO3w0hliHQLu7uPA+FOGacyW+/MZHcWRY6YGXjveX7vC/hjbeXmIupkFfSQfvJ90nLi2N2PL5NdG3XQZHjbT3NA1AYAITUpZNtsiKbbU6u7mKpRUuoU6ssHx5C3vU19KMWuk1+yPKc4CU3Er68WOx8W9hGLh8VDF5Onp6az67YePp+WlyKEs3sw+++zVN998U51uubryIYPHlroREa9cC0116G5QRGd3BKOe7rr5rIgcuNzV05NUbRZEPweF0lp7enq6f/Fq+Ps+5fV/09Y9+Na0LeUCQARL5cdvH7/++uvz+ezum57VNGRa6+HhBz/4weF0BII0lntbBtzr2V84E6ABLfRH46gFHoCiyChnEZHeJkLnW3X3YDwEmVT3X5IFX37ni2//4ickS2j/lCsHJZxUZhl1NJ8Cekc/ERrELXdJkE5B1W3tzIYKiATfq0Pog10uDhExiQJy9enGPNXXOsNjj0QD/HL2fsdIk7kH2KWUI86CdndSki9e3f/+7/++yKG11oJNFatlklGQenx4eGANpM+GoL8LXVgOS7tY9kKAu5u3pqq1JOiCCJ/J8UFcH13D6s0MJ3zK/qZxD6Wufg6M2cy2NPJ8jj7xpUCvWZujNKmmW39bbHK8evXqzZdfPD4+btt2OByOpwrgVO/ev3/ft9XLMHTLspgsIqLg3fKQ32V6PNyx9joY94MEUxPuHrMf99PyTs3dKaUuJQtfisjCkl2vnSL0cHc0yUMkxWkGyZqJsSNiVJfzt59//vm/9q//d4FfAQQrzqu+f2Irf/7jn9w/fLFum5vAaz3p6QE9r2aAie9m+upFBW30jfA9mRKxcgGAaEdXDeJFilAiXU6SKEp1YQFFpLVJvhvV3YOaXQpFJIjqM2HDKU6RGn2uJYw+OtbiBGX+JV3t8vi0Xp5Igs3cCqKAA7Uy2IFim9j2+GjH45F1AVKsOyQt3GCGSQ8H6ACYu7f1sp2fxM276FKKbsiVM3Fjebx7tOP3z4e529jEWsamfo6gjysMz9KvL5K7bIfXEnt77ivutMJrl44MhlbAuZZaEP0j1oUt+nNEkCx9VeTjS9yDd/B1duAQxJjrGDjMSM+ByCjrmG/YpyuE+4US6hZjF8xux/PRZmBXOVapczne75KCqQlij+zWJ4DJQspyf8JSQjuY03s4ZQyDXQBAVX/5y1+s2iRa1e/RJjCONI8qt3w52YURSCxmxQ+HVgqxiIipeEtfN9QO4ovCMUoZERMKmZQDAlmvbJr900x32+QIBTunVAea6VIE06IiCkC3kOLiDS47F5N5R6BjawjjZ+9n5+4FzyGBCx2MXlamTrL3Vg4wq/TppskMpji625THplFDfQZkSlUo3IXV3QuqU2YYKK/P6UFKYEXR/9S6GnD4kUaHkNWd7mQ9bKpn25r5Q62lgGUhEVplrIayQX1d26FARFiNylK9VGeDE1s0EEvFEYyh1C7RMpb18PBijkdt8296ZZTjOUyl1mUp2+YgO2XA3fVyeaJa6czxrqZz9Rp+NNjcIXgq1OhScGntm29/9aufvQfgasNcOurd/Yvjmy+tVI/elxH4WnazBehFNvPey8jTOeszoZnNj6KEsXzG8kLHh5FdiHIlWY9Uc+kMdASASF2WI4qYogi90zh6A0OaI/uadDToekjdR5bZ4wbo4q011U0y69f3QAIzOy27HwPhz2cdE/JhdrYeAGSTKyeZGkUTd3Cel8W2Yyn3tdVaD/fl7u7uH//BfwHgoquaNoU7e/2UuLuwLEt9uP/84eHBGYzHPSlAlloPy+FwvlwCv29uRQrcPz4+vlreDNyx241cme4eid1xkGBCQTAiQt/N96dWbDxdrJSJhRNO4TNu+/NTLV9qptm1+ng8btsWFdzGZPW9eP1qbVs9LIfTHQAKSykXbfXuGO0pQpzZParYqrtXCTYJRMS2RhZZJESbyV0sw8xGszJEuQEyc9D9/mhGxy7kxAKhpxcxx7V9v1/5ygAErFLY3v0r//K//uJ7r8ANuEOB/eRny3r3k7/41fljdZSm7q7qzupvvoM//7WBKZWyRlO+VADdhy1TS1m2ou6hchqAKMCovRN32tbUke5X+MCQSKxECHINngFT78u4glOcXvLMkFIWyHgDezP1yBQ7kP0bA7oDICIfHh+jIifWAqO/ai2HpS7L8v3vfu98PhsqdL28e1xevJD7A5lgZKUcSt0Cz4tTeDoSjHC3bdvc3RA8uzQf1gunrtbh5H5dzdRvQPhwW2zew6RpSQ8Pb7yeb//x+/HDzdbL2+v3NjMO4YkDOZL3nIOQox3nb7qDImL2CeMz3+1ffRjtb+hrO1wK90CbMtvK6Yl2PxgddRv5kMnbFhFmnwEgjgIgOueOnBWAAQrcDNcYlvn3t4/JKnVZ5CBe3CNyUpKevN4esbjHuQzl5bJeLhcPrMxCbAmS9sHNjEXMTLsmX1jhzC+aWcFf+73f3Y6LFRJupugYuYhEU4DovZbVChYyWjSzoDzOq5olOpaaanNDrTUhx8DY4sqlWiozw1JznF2XSTAhiLNbEtHXrdpWFo4g5WlTx0xIib41FCKK5gbhO4hMHkQtEsRQwjejexCX3Sx5210Yx82iIWSHulLWhvFUQrUtT1rADCNNDGOoMhsk3ESmCxbk7z2lW8AqpSYd1cXNVlewbKu6XQ4v7kWEKal6IBsqVvO2eS2lFNZa2+LL3eFyfmreVIOizlJKeOIxBNEMR01rrda5sGODlZ6tGEOcXkUUFCKkWGIfAIAUHE/LfXt4Op8ddE/WhbuKFJy3yqqL/aZdG1sDcLGzu7tvrmrFW2s//9U7Vd2KbdvmySQrpHzx5nuvXr16ksK6tN7TzN0rQdIcnRObr+bZ1JmhiYhEnnI/jFtzGSId42bDoqWDCAHcqJ4RgHeTAQBVioBloW/aoxAAozo4AXZAJJiOuHJr4niolNbJVbHD13Xd1rWWgslnCzyvebO9Fiy652UP5ZvjAZO5HxM7thlcTCMWzVrR6g73B6yL+emer149vHj18A/+wT949/HRzDQNCJPzkGMo5PLw8OpwfIAsmWgOMnsvXnGzF6/efPP2Q9QJiIu40EtbjSxmiEbVQ7d5zOxAiG+4RPNk9bjmdpX1ebDpCubu+wxNKO/+qU43Hutc4U1b7HlVba1VKXQ0qDNkONzgx+MxmvsRCxCJESlFAPV+LEWASLIUUVWjIxqQSUiMOkpUA0QP04lO4Zw8XQIIlzG2kbuJ0KKDdqyurpX1fCV451TNT13NqtmL4+V//K/9i8DPURfgDtsZF/3wq7d/9s9+CjnYGpxlBwSlff4V7Otgj0QITne/sdK7a+5bHPCYWF+ZhE3ZGzdrrRlJWYBlma8T5+hNp8EZX5mxgWAXAbuOY3/quWtScXfrkr9wL6SZfXj31s1ozt7tL45/VKDifD7HPT8+Poq6XTa/oxlQAm+yulyD0+PsMWttrbU+Ps5M1uwZOkN343lzsgAM/GzySLrzHyshfRsSo9/PtMJjTdhYP8NE3Hp70cP6+qTdP5KarNOfAIqMzAkmCzNeN6nJIG9IVxvoS5lklq/N3h6ekRefv9K76mtvH8Y4SaEYyOJkK8ID7d1vb2862mbG0Xj1+/5DKSWLRlky4hIhoKpBhjFzkZ2PezPU3jNvd4fj8XQqpXQ+ctQ6BOIVa2Mu39HHpw+tNTMryG4RAMKGWAtXJpUBxncFUiKogPBw8Jq9QPMQcvcIeOBBRxFCtYHcYwlz9IRgt6KOCXII9CtoG+6Ihks5sGzhyTrgqRqbj29mJUjOkebtyG5YQlULCnh0i7UOWsVgxJPGBUXEVTtOsx/N7JoD6iakK0FqHEfRtoSu3tPTnjBkkMIGl3Y8b3CgRcTFKbshcvfNzGAQCa0dU80+v+R8JpFkKQjNQwLuqlrJBaAqgarEaupPj3d3d0vOXxADy+FUtsd327Y98iLHhSSKYAGWgtDOVi0iLRbKTivZsccYjtaadTGCMUz5kJoMJ+9lCp4l+vsecHEXL4cj6yKXLA8D4Ghq2M6PL+6O9EJQr9umjW1ZuLk7fHMzJZrb+eP6+Ph4Xjcz21Y1i9a6FJ5+53d+t5FSygEl1MDH4wRWVy36hSXjFeEeMTUzw1tvLXoYxF4ESdondOlnP6CvosDdb5GkOPCOh7uHu5fnx9XYPDhwcAjdYVedPMY2HDY9z8tUzezfaNbM+OHDu+NxieUXdGOdWoFZLssy32r8f1Cndxy+HxGe1aZKpoEIiCIyfnc4kzxhfbhbTvd30PYf/0f/6eWywqtpy0by4ZrkQVJE5OXrN4fjcTkcyHQyOh7f0wUid3cPy3JEFDrR3b1ArV2289PxeMwR9sLEYNgbrNn8aLPTM589nGz39B7b76S3j/JMQyetL+nJCe2GEZ/WgMPdVz0H6mZm3tRVBVYFLq6qHR6OTGoBEI6FJT+GBtayeyTjB+5WdQIJ8mwQgE46QlVVTKJNX77TuiSp9NYv8d0+XUdExhfNx3w4vmNVBLhUUNZ1/e0f3P3ODx9QGk4HoP3q5z95+WQ//4ufXC4XVTVvoBGstZ7ulxcPKFTCwIykY23HtsCnXpn6jAwa3E2NxcwE5hKEI6oI6VKP7AFDN1BXKwHdxewHd672+ItltzZkRsXd0QHCJOfEARkjkwYO5uIwtSm4T1MZ9PZ1DZ0/2y6PZnfuowJGQW9tvb8/vb15Yoe7t9a2bRORdV1jE3oiOrthIBmp+eQBz3y+3c9jTz3sljxcRvRefDcezOB+sOOO+nzjfCITf/W6sWD5qWsoMf6ALoxiqWkRAeptkvTqysiGYONWb94jclVexqnQZNg6diKIT58CJPsigCK749gR8Uim5xiO2DJOOkyCL92fnNiWCTeQY6N5HDEGoMZfp3AraNxdmjd+KakfdI0y5M33pons27wW//D2W1sv4taGu0xKqBTF+o8PhyZ6XyFm2Uvh1edfmSzs0Ul0RZtt5riH4F96B2jNLChxs6uA6ZR0p6obNVwR9hETd1oXrkqI4Tphtf8j6Z4ApRBAkaKq0Vc11nZXsc2159gDTJJxqGTpDHOZENiyTGyEF7lKEylHcbcup+cReCDgR0rYK52cARZRs3zSfryy0s2jaNqoBpdlqN42UnJtmgr2qmFzq8QSxc9CUsTJzVvxTZ6e7u/vSxFVMzEprHo4b+u5bbVtB13C+h2Px3a6tIsWshSi7Yk/6w2CI0JFnsJT41oEMpcQ5UhZ+pT9ERHR0B7bD5VKOS0HvVSHh3hB1N15U1234Lh0v3s4+15BmoNnwN1WAuvWtm17+/5pXddtc9WkDguPBH/wo9+uh2OJ7e0Mpl1U4QilBka1iKouvSQFGfMmB5GeC1eYicg49LsrHchlaBnuv59chzxyxAPLHDuZZKnVD4dTKQv0gqCyAnATiROfBmq2yqIiTuhs6RscSzBxryTCEt4Utlm7SLmbVuv+SvM9RRvjlvDs5Zk26P7PVa7BABa2Usq9nUmexE7V7k8vfv7znz9+XAE2WjNPIU2nQ5C7RB4eXr58/Zl7VLzi+T2Mn5dl2ax40GYQUHl79/7XXx6/jJpW7VWog06aT3qdrhrzMh+Kzw+keIVAyRzzXB1R06dubF/4+Ou2rm3btk0KWmuHUikuYqW4NQciW5vU1UgilAmMzLtlQcc2IA07qWufiNB06Czo3aRGskCmw8YMZal7N6RplMxMsh/b3un15mZIzmGb9PL8bT3/j/6H/9zd/TtvZ9Z7qGy//kg//fqXXy/11LZsHFwKX7/+7O0FUkuR6CK3hOMb8TrJ+/v74/H47buPFrVqGXNF9unq2KC5N21itaZdMmtmoG5SStYGjEPQ4clznVKZE0Glj89VJTtwfbTEUEQH54nfRvL9+/ewJjDtJmtcx8y2bXvEo4jUWldd1eoBh7obNwA4Ho/NzQmLHFMcmd7M29PH99ZW80bSaQ6PgmKzAA8S4shjctqe+22ko8dPPjXSREdnqvk3UTqVx0x4u+MVdy7Tnso12RHB23Gb7d5kkoYLOG8udiJarsyIg/KLgR6uhFskCYlfgbUzalxKsS5CccP0GnykeJY5sqp72mr/PRIc4nP/cowtArEr2XaslKIGMuQ1xzgYQJESxEQgUWdJdwfMWuObvLyQ0tsWdL6TZaeKAd12N9QEbm5P7989vnt70NVai2BVvYlICJQMMxhwowVMkk0di1t59fr1l199v9Ta2NvEwQt3/CLMaZifrMw1kyK2Icp5AVCok2maDa9f51g8uvG2Lf6p2gb1aDzXcKDjCuFlqmrlAhdE9YFQPaUxEyeYPkLv/R0wr2LvpXg9BjVjCazQsbvtQtLbJuPEHzjkzcq3jvUS2tZ5wQxsvsOLhijSLMW1Rfc5OpbKzL/Bw2OJTGmNmyIJh8AIqmXvNjfDUkmwbSIspYiIul/aVjeKCKXVxV+9efH2ra7vY/E56YFbqKsGaCc0ZntKcXjqQWcXjTgwzBqkItlCEiyl6AznKSEtANSaiBwOB5KHcmitZZV0M4G0tpo1gQ7wOa1AhB2+wlG9EYBpa+3D48d1XdczVDVwOEBKKYfTi9/+7d9uGyA1SW6ulEiEsTVNboF3Du7kMXRR6H3upC+3ePwCWuR2nhnB3AMZdMbP8VcDPDSZRmBcSvnyyy9//vOfz8bDS24HEgEGVakks6K238icVLSUM81Xa21d19PSsMMQ2oPd/Zk6zOCjJ8p4itSH601Z038YljrGTVBEDtJqxYPgcFjEsdr6j/7Tf0DSkh7o08G2P+XL11989tlnFkRDLhljgdmhOGectR5UeTw8XC4XOGqwDAlVXT++189e1eWIyb2+0Um58VqmfyZyvBtKT8cjZxvJU6RFdyTniAX75cZzMWkliKQqAG3rtp5Vm6vqpkJKobvWhXUhtBIIpb1yOK5rc7ZSCg67euLz+7dsZhtfGsf57l70Yn7xdOilM9X2Zy8kQXxKm0ayM8qVy7s/4HCDUvB5DxW4fbyv9i/97b8Of8fWcD7rT3/2eT387J/+4uO7p5ChdtdaRUS+/fZbHO5fvbhXfV9K2oTwP7Poph6X4/1nnx+++eabVJgmwdvmaeOQptObGiWls8x8uxALhbXUcInigzqV4Mwej2ctSORAkrmVuyk2Gm3UP4Yyn3m2xo7tI46nDx/3aTIrAriLEGqmEJENW1hL6w02xrZCHO21LMfT5XIJSHnIKKrqen7aLmf/FAh3Ex3NZUbjhX6gpepClEQkE+42xgsfjwkhIztkTujX/v5MAfv8jcBsDrvT2f8637y7C8pIng+BRQKCUMNRAAWUWSKlB0Uxhp1fbhRBBvP9QRjSp4RMYtRTYYHNBRa0zGyEt9RTov3+sxABGP7iJ/rNDA/br4IKAsHCR8sQj2TvXOyBmRrgkl134wo20J3+iQVhZ5zzrozsQAsopCdnbub0F3/+lwej6ZYdAcJqmHWyobh7FANRQJhrkVIIBaDK7373B7WUWkqCHVlafkVo8f4yDQtFUJwGyXLVyFQyNDGallJcnKQ2B1CuS1jcPXrMiOS+BgBGvjhqxmyK5L1UijEyucMyuHtJhSbDKNfo+a4w/NHFKnl4IZodioN9hEVEJZX6+w2C9PCFcqU9wxRuHLu4q6JJGyOzfxhCAccC5AmRAAroIsPpr3B1a6YkaSaM0harFdGWJcoMqmRRuEccbIuJiBU6QfqylHVtTS+tyeFwOIoUkba0w5GXj9ToY0IW0M37wd+JtGZdmy1iUF9KiVKfxG8iz4gUO4XDPcxcuYGaajmkumAsZ8QItM30ab3c2d1g+XTjqGa6ZPe6i6o2PT89Pa3nc2tt29hac68iUmv57LPPjg9vzKwshxFBlOCZiMkEW8esDDuSMgFXbJbYk4a0Ti5CKRCImsbEX9Xkiw9XMbD4RZYYutHGdMT/pLsc6vHBL0+qOuu/l84FmRym3F3zqvJMLF7tPbN2uTwd73PKMMVVwzSPwpV5UgLLdO/CetOyFk8naNyMuBXInVihfvc7n9da37/95ttvvyXZWtuMqmoTL8SThXY4Ho/3rz5rkJBSIaqaGuNkiu+N6XCKuJdXbz7/9u2vSUJzC5nFoRVTkxUuDsI8MiJzAv1TI7YfQp5t79Pjvxnt8ZHnaaPxs0WqI5O8cU5vra1uzVWhVmqlN4m9SsjxuBwOd0U+fPggbt98/UuRKiKfffduknoXkZqO0AQ4xQE6cOQb457eq8f64dBoHDMexzcnXZIJFOFN5gW4PTwEJKgpkgB3149vv/e97/3otz7H5R38Cb94bO8bgF/+4ht4HScrgPCQiO3lqzu294Vg5TywIiJ1KcuBh8ObUr/95TdTGJMFHPPtheL/tqGUgxNRRlytraseluo0KTOUFcg9eg7rht1lwChTKtd/QsgvY7IIMylQRC6XS3FTU3YVRnbUJK9uwawyd0KkLNlpJN9JOPGd3/ren/7pnyayxeZwJ5tt2+bLsvRtHuyr/eZzcqlj3q/nLtXI8zTBvqOxwwzDS0hHJxdh6oimk3QDCj7fI/mlKZJ/pQs4fshPeYQNu1mYL+tQ9sIUj2W5Hz0yX1NY0Tm6nDbv/I3d3uauHleQxEiMRLmecRGRFMMStWhhl8c/sXt14/HmHzy0afr5ISLsDkHpZfBkJ/qmXxRXs45+wrOlQ94ygJhfM4zGpONW47tVlVD2YGaYCwCuG6xFb98cZCpI9wjIAaTPM0dB8cObL746nO4hIL0UmrkQZhYNrzrLgnHkwEJOziTA9SCNOIrsYtfhgaka+t4Md4rkNjHRk6AePN3OQe2GMFdpAHs1ToqrEI4hdGya9rBfJF7q7jUb1sXM5rk91oxdyVmgRADn7p1PNQ8Uu+gMkKWO3V3Zp4AkUQgRqEc/UYlirNjRCXZ0NDmC8+buuoZEke48K/foO6Rm5uJ5MJuLCRrW84WOw3KQJXk55SCL1+AC6yqsBUUOh4O7v379+und1621zljCqL0193BHSG49fR+tTUxVSnb4djdNpcc9xx8OokWhm4VGQImT6/Rwf7m8C+7LgM3Xtp7X8xKF2VPrFd2e3N19dXfTy9PT09Yu67q2zVQt+g+iQAS/9Vu/BWA5LhGmk/Te60uRiY+pe/r+8s68GeMrItBWRbb9yIwlEqh+zqYE1McR1XV/ArEXbiOAFA4QMTPV9ubNm29+9hZOxwawdF9svFo265ocuwFL5l1hIHYA3Np6edLWamcU9TgpOhEXAFlkPomdijNqvfbfTLBXwtoBxUYjefpS+AA9LcvnX70+Ho9/+Zf/7E//6T9tWNamqmll3b0ksYVFysOrz5dlARdQnHmSWRJp0u1O4JRCERY7nI6beq1FXaJ5jTuWUi6PT3cvQzr7lu+Yns+Vu3KbIrGuMBdbeZ6jsR5yVThSkjEr7f3mnZisZGwudzXf1NoCChi9F9W2UllZAWyaqgfbprGlX1xaORYU6TaO7iAF17Bln4WdNYF09dw+FXljOBY9huaUfppOx0JKCjxNT7Tns65D2DB8vv76X/hv/0uHe9PtbWnntm3Yju7+7a/fhtAqPcqvqVGvs20vTyf2M4aD2RnlU3HOkrUeXn/2+du3b+Ebnr3GmeDuqmrbRhJdgaKU0vQMVsFcwCFj9kfeP867G99FMNjL6RybYbx/Dujj29fWVDVEAbIXSwi8dzo4SuZGSimkmOF0ur+EOH+MJOlkPSx3D/fr+akf/w7QrEUHkc4OjOAtvXN3BxM3Qscm+xTnl4+1Oj/kCGdt0hPZMb+5gCN14FJHMASoLTgE46icN8LEk8uVNk1Wd/XCSOpYmWOxkYQXgshCw3SM/FMtEMPj6GF2xiqf3J5jwZuZdCWd+dtzvACOXgnuSmctHXVLbv7t8/bx3L+re9JB1/skwDnaIbp7KvTr/rbZYU2ZVwBAwwY6pN60UxeTtM3ew6qw8M1/9rOfRb1YZwzH/wtAtRVAIKlbnGlpJZo5RY6ttTdvvliW4xbOdBwRuapi8bRY0p3STfZ+lbN3bmZVKjykDlx6DSy6N5tjIp2SjvAlSArgZiOre7VVR3Sa6wRuqOFbdewAbhTWWnZ2vhndUZntFdxdQlY2loFkFzszExR3uJmUYrlClJKSXbGzLMu8cuFra5hQyXnSHQomck8TQoTRw6zvlzyfw6V2dQJsZgJ4+oKxaxzwGknYmAxTiIQdc9uaSWnnp2ORWgFAKcfloLKG9JSqliKllEVKNxMWGmwV6ZlFK98YyeHW9LNEgOGqeymMOl/tLr30Xs7Dt3B3Mlrc1MPh/sXd/bstyUmx4BTbqud1PS9LtJCGhk5J1ORS121dL+fz+XI+hxRCGLsiIg+vv3j9+vWhFpKoBWFMhVUy++wB0aedz1kZBz8AmbTLA5UrRaxXIiucQoeJiLUmIu5X+3+2X+OHaJUsDvcsOx/rQESU9ur1i5//s9il29jqY2372GGxf+AG7xQEQ2fp3mSpzGxd18PhQDEP3Rn3iL8zLZE3EB8k9ji+F2TAcVWfyPGkkfJ+gbWa/eiH3/niiy/u3xz/7t/9u99+/U5EVlUNIQ139j65AFAO5XA4PXzm7lYqS8l6ZJmzMfPplAezqr558+b9+/eGFrpHIqK2qq15yHkjCsoC7PyqcdgMv3j44IarY8bMpAqGSla4wteASVznvxHnSMuiJo7WNpohvCgwexL2I+HpspkhNScgrdmvf/XtD3/4w44kz4UjeVzd0u8s48t95K40jGYyOt0T1kCHIW9mNs64+ffG8K5jnQxzDLi6u+lmZtXXv/XP/wB29naBXnzb3OuHDx8ulwtJN7rTjWrO6Fct5XQ4ZhHGsxxlVDGXUGQ4HL766qtf/uIn8yN3FweRoI7RpnJdV3E7HA4iPvSNl8VLKUGMChfG3Eupqvvev5m7YaZgRum9Eqd7HEYMHTf68HTWMP7wHhSJqpMQEW9w5+baHYCMrq+/l6Usvvj3vv/9H//JH3dxmf2uZpAeQDh5QJ/MMT4TdH0zv+hHe2ehzTrMt6zN+ebSMMbxy8odXd7fGZ+VOdfxzNnKNcehv8jxQb9KO2RQilweJsMY+D5HY2TGqT/u/8ojZESxe3GJiPS8RiEZHRfj2+csbeix9Ug3Cz725/IddO+XdXbtZelS/IhTmsNl2zeXdwhLBqs7lFNJd+t5jzKmKT5fQlA1TqDg8kbf+Zvpc8/vsraeH6FN3JQKuvQmjWZmwYrz+ZZC605AoixffPHl689fyyKlLtZHW8O3M732t3Kw8pDT/ZroZxNJbxoW2MzgAmetUawWXApNnsbwzjXq2AxZw4QBtYzZRDO3hJFyzUSuIJBIoJbbAJ4TzAGMrsrmHmLgbrQE0dlBx0SUEzXLViSEE+pWpYwRKKyR+gtW7LDkgJiigAWl5YCUWIfeDyN1A4bUZrjyBFJ9BSLpW7tXF4LB+PTNAxsDQl5EW92qr+1Ug69NgMuybNum4KXpi+VYUFTEzL786s0vf/lL3Yq7q4iTruZSqhQAm67zltujLsDNyhLKGluERkTkBNIXtH4yrdtK81or6cuyaF2kqyEGY1LczWzbLttW66mYmeQKau52WS9PT0+tta35ejEzhGFtOPzW935reXhxOp0YzoYJOgoS3x4i0jcx+tjqIwAyu6WC7Z/qi8e7NHEPo3d523lhzUbBE9hfhlM1Vm2t9XQ6tdb0Wuvq5uM3djw+jX1J5c2TdGtm3FpTMwoHnTavu9uQ3Iq94ydDIGoan70mcQwGyQPWUsors9/90Q9ef3l88eLF/+3f+/d+/rNf1eW4qW3maore+AgAXEopOLx88fq11gOAUipE4sZuZA7GkwYFMgSKXn724sPTe0ymROmXtr1wFcEWy8AB7OyKaYxIkFF3GWsDg/MHYPp2c+nYSHhbs9uX3mHgDbM7Pq4CAHI+r7opwKivpFi6PpaKzkXobuu6xo24U7UBiJLMejzc3H98o7pBgh3tHa+6yUvefiom2czqFEq7UNWj/3UsBrLDifEAU/I63HEzi+RBVwR0VbX1CcD9AT/47mewn2/tgu1MAJCf//yX9XDcti2Af3Lpc8p2acd6ZEYdBrj1w5hkiRgbhfBw3d68+eLDhw/bFpphCsCtdL89b3gvP5IS7oKbo6DZGbXKciCT1ZHRp8W5Ur0fI8MmzLtseH4DiBhzbda8Y2Pr0+MiDA2z2fOIG3PQTLvKvwByuDu5sNDJ3m+0OxyvX78+COHmIffgVx29AGTdvScCnOvQs9OqT55WuCxxHz2EHWsg2ysH88Qzyo17mDucpu8iIh0avsXIw++JLRNlE+iCiFNNWPQQzw/MKQVMNzx+OYIcT0CB2VF0es/zD47XzRRcX3xnKvd3y8Aa85rTt1+5rc8S/dffKsN9nT87AhuSbbqyYaDtJYJAk6zFDbcOQBCrhmF390IRUMBDSSpUFglxTybOVtTa9vH9u4Ovjq3b4X57iMB/NrxXRng5Hf/a7/2uHWkV9F7VQdJRpYzqHrNeyis7ZXYcqf3QJIQtS1ikh0VX4+zJ/4sN6iKizUkdwuattXk6zOxQ6uCQ5kC5hWeekgeFiC+zCMPMzLwH2LcrhEbxZOiG1QQACwArYjtQJkUnHwPgWYYYKJe5uzdlzajAKYn2uIfZy6LJ3vJ5yJ1aMwHdLKQdx8gICkBIV8Z3qxQIJcSodLPWWslknKoBXkwvlXQq0ER8OR1L27z5tm0rm6COXXR/f//xvcRzRCzRAFgrpSTXsUPcIyTatuAtpO/SWkvDlMe2RIbX48QqgBkZNRylHo5Sl83WLAeLDLzqtn7Uoxy3k7ibXpC8Fm2m5/WyKnqTIQFKrYfD3ev7z96g9FaYIMK989x1SLU/5lrt6s06AWMSIVWHUtK4ewOh1rwneuKCNao4byzg5LsMtyCMMiYjFbFUlKwbxMmXn73+5ptv2HaCcL4zQ02/XaD9nsc3zvsh0vqB4LJjV5gswji6Ys16nu7qXU106vQXizhtcYUTfIFW4L/1vS/d1mV59e//+//Br99+W8thMzWzptWMFv0uY4fIoR6Px4dXdTmucAk1PWFgVMmLSOwzwrvwViR0+8hyOhyPy0HbU0BbYZ4ul6dt25Zl6emeTw/RhGzlE9E1eivGsgye7riTeULDXjf6yBp/ciLGy8weHx/pDUAYC594xAhRzSrbukaFl05/bbqat+x9PDmUA8QFsu26TCqY82taYFdxf8gxRBhMICgscbdhUs3Mua+llBp+pjqUp7Xrtp6rXQA8nPDm1b1fDGsawa9//au1pRjNpslbdTileASBJSWfPEc/DrMTXCyaBXXIJ14vXpb3b98pFHgcYxISG31GxJ2qvq4NkFqrTKIzKmsppeSKutqtmA7/vdfffGaHrIPvBcKkm1l6M11e0aZyqOH29fFXgKoeCqallsMhqJmVZHHA4RJZ7Oruv/t7/60f//jH8AQIyZJOQ4fVgeAUSgE8j7iI0wKSH3AL2euUbxbD/gr9PPRzZAaoplXUt8bVxyMbEJ8JP3F+56e/bvomXJvK/GsaVN68P9tT9Y9YRxOvHmWY3OtyivgOZEQTJUDkJ21m3tstPLkvhk9M7nCEE5WcvthIcGqcMmgY00s64CDeGEBXOC7jKeav60+01HJCERf2rt/BZfb+sOMWnF3z//lwZUWe2M04ADCz5fXrJ7KWgzoKUvwduw8Xqgg74G2mHM1OetIMY51Ipv5ISCeJqmpKNPdscfzQVGup5uahSugQxxKQk932d/BeL+zuhAemA8AhN4zk6IoRNi1SkpFfkl7zTsCjl2Kga8kjz7y8I3tZkXTz7rBP+UBCamIcVSDZvDd5ce40CzGPFFyDx8HL3j0ymB2OiRI28sWRZhyvilIpYnoppdC02QZZCD84vKlumy/L+XxeliViLxGUQm/NmrW6qBcXuLAuS10WsDnMe0xDUlsekBL6K0G5cRikbWZOdzHK07ot1/QCJEoUgroGFilgrQYPVubh/uHNV/Lzn/2FqkoPESIdqarVFB1lUW3r09P7c3tat22NBSsgar37wQ9/+xxgt0RBuIuISaiokHVwX66WPhPjmUP8vY/wODACDwg4JDRFHFdxcNiE7m04rlKmWTwz5nW+jbCY0XdhOZzAnuKkA1iWg7tj6yi3mj/TWXWGkksmCDDZa1U1a2Zt8QU9HnnOx+o/xN4A8GncaNzzwVqt9YSnVw+vDnflcCz/7r/7fzUzlEWbN4eqO9xCdkSCrMiXr79zPB69VE9yi/QRsz4LmlVgkzkOV4lFIKTxdDp9fHob7wEANdsajeLi2PnU8xAZqI4lLkiYWwmOQVT/WecSIAScXbNvtgMpkZC8zPBzBADEs9PvbvEjwOhzum0bbHV3183cNifJlFzJvro4n1eFKiL5mMZRdVPdXMPEpIRrKdnwqE+BuFuXbOhJp8AMOncYk6PGqAm1PS04VnvcVldOQKLF2ghcpYkjXlfrxFbd1nNr6+LN3d+8kZd39enjezMT2d69e/d4uft4fmptCXfOPZ2beQ8aEcdND4ry+yIIZLla5yQ///KLd+/erY8byYHO7lezhizzdVUCtvTa7VQAMA/pMtuBWJjtmIF7uEplTGL+fmzjvV7HVTVOjGbQ3s4ndvGNNPoID4ZncDgcUlADxp26mqWj7n734uVf/xt/87/6o/+i1soCyNV+/02vebg804UYft9M5J/f/wl7mGt7Z8KNN3MPmXKm9oEK237Nkpzu6hbDy0FOxtgMp+2eZY5b/zaMvER3KdwdHYwf33Ft02xCYmZlu4S4nt+Su3cx+V7ikHYqW2PdDPXu+U3DcjVugTcnmqqMMky4ThltohKFgJtLGUFpFDfojf8KwKW4FBZxJg87v3eo1gXCjRQfsR60hGn06bWPm+1JHGMx0+/88Edeq3YhNpAsMccRbDamVRPEV4CkDLo33EOLwtU4bSj0INM7QJ5p4ikyuXrY67RDcMGjgHc/IK5BFkSbRDmwxG6khHLCNGsjc+VuYy2QjOgzaVcwEVg/WUZ1R0gc5K06qkQ1KhUtcJn9fjxoYKQzgkP47Tr0Ts8dp0BwXwL0CUM+r4C4fjVKUOA3dXHZjx/mENjWeDyIV0psA6u1csOmZrq5LUUqQRe8fPnw9ptvgKykdmulVrrbtqEKnxkg7xSTyPU0J6REG5OU2Eg3NjZA7Jl0iUh3qdtoghQNo2gKlWZtPUcrAVZX1a1dLuvT5dJaW90rAOHhdDp99Vs/agCqKIVQj+OKcT53Uk7ZO+T2FjSYLZhZEgVmPt+I2zzj2H22ZlsZp4V3OqplAvrKbeLEEYkwdaZkATgcTmQxoTmWUkRkKUH5AQBrm4V4dbdzIyXgPS21i3D022vbxW0IcAggCVBP9z8qmIaxHpUTN+dBBQE8oC3kV1+9vr+/P704/If/4d+XWnXbtrWZorm709hrWACyHI/H+4eXIqlDf2Ver75oxxSvjkmHgJR6d//i6dtfw6Ons4MUkfP5XGu1EtWsxW9uGlfUHPdA9rzPcopKBuVxHLrzGDKxz9uYO5bKODzGmwP+saDwq5PwzUg2WCklyOCP69O6auyXKJIw27EE9RQ2iPs39yJwRD8YmUHMmzn6K8xl8yiwyorLYfGDBhIRZzzFfBLa0GDq4LZbc9N2OcOM0G1df/D910u9rNrCXXjaTA2XtZkVMyNU6J3XEc1C3KwVDO0Y9L+SZKmUAogXSSHTZVlidl6/ft2Oh2+//XbmQuV0eO6I8PDiqUspLqSRW1MVR10WmUM1M5TS29WjP/0Ayva0F4bj4Ym2soMpzSxK3LpynpmMtkjPYCRhreVghE7p1THUseuUON3f/c5f/72f/vSnwtvzPh4tMT+JtRfBxhWyG98We6gnLQSfWiHTpYMLduuhRhFGoEHjK8Zd9R+e1c9eN09/7m7Ow7L/yQWAFNrNB66NxvMB2V3A602x/5yW/NamjTvJ7UBmD1ZPKHF3pxDml7tLOvxmZG1ygRFs3TJP9nhfBhbefmI8wTLvvq+7hF4F9Yb2c/USlqWWSncTFOmQhFOIHe7yKHYhDDulvh8Wt1YufpC02Mtvfe/7qrosiyftQZA0gOxE7FLYm1N1SyLTRD9bZmqpgMZoIJaoOYs4ILw6CjFXi0Zl6FgDZS9M3GzPIo5vyaIKQNygvUdknpICd3GNvQMg9NJ7oXHwZXItkYyeLiPlP56uO4tyc7IEhge3qKQO22Ju7nSCQkJUt1JKF9h3Z8oB0lWQrqf3bKmZbWIS8hh9psKnqoo7tS7PV5NT6EF/JlYTWw3vL+XlgaelSFFtr14+oGzffvstFNt5k4eUrlXVl68e3r59G65iIbLJq1AcUHN6KUWbiJTByZiOw47J5eoLgjFBZkIY6Es53cBaa4pU5dw0c8DE2qbcWCpokfsCzPVCbwLUWl8fX373u989lwMApQOiTldxHB3CrL6JlZB9MuKAv3LS92wO+7LZKSOxM7xnq92D7zlbjTz1zUykK4KKdILUp5OAfbj2ROThUO/vT4+PZwBLscPhcGIRkUqYWbk/qmojPnz4kCo+k2h+sHWEccAhMHWS0WatHjM3hN6F4sY6e9J10TfwLbk4XtW11lpt/c533rx4bafT6Q//8A/fvXvHet9au7TmYU7cBYVgNDo5HO6+/PJLJUspKwCgMrWvcX0GSNrrqG1BGqy8GSN5f3//a6Z7FBGeqn48fzzeH0s9jnXV7f7u/M3jH9MRQYVC1bSUotDrvlB7O6m8vSLDjJE+QoWY9zKVMV22ddPm1syspiBRhhqRrnL389bMkY5C/8ZYquu6Rt+RTrG/ZY46MJzBXFrhBHr/57hiOB89xJ9GIPyDuKsdXxwn381aVbh5yilu61lVHc1h8I1oP/rRd2pdt9VEZHVbjR8eV8gh0OUYM6GRLAIz1+hUe70Xgp9HQSkU2ZkTsQaKUKy21pbj3es35dtffz2mYqzVsHjWFJYdLGut5bCLt+vlETxJOfWJCxTTo6CoDJfDdwHVbq/zb6N7ZD818zd7r+K+AnFDvOsvlgq5gvl3WWyHJ0RdWtOHF3cPL+70fCYzUyjFHU1+g97vzW9mj2f/vXi4CPNb9/P++QWzyeHtxbFvsavVEn5ld9/dkQJeIeP6ydeNT+wdLZuXoLu7TEDglHK9etJ8exmN0cLlvXqPZGgF4Ip1Hf76jEXk4XQ7iflzAHuTv9iXY3ZKQl8nMpmRFO/w/VLWC2hwnUkfIyAiN0NBMskw8bRipMcqinRnD5rd4Zug0UEoUzTKJtHRQTe62fFns+/88IfnspAFJvDQ3qNZdNHoCkoibtkhGxCZ4+HphvvsEL10b7xzhv0wZRWMEPdBAxVWbVYq3EdH+LRpwYIIdw2kGcytTsHGHKjPw9jHNjSGw4WlS06PZ1lJPz1So8ybrofDYVx2PN2A/z2bb0gpDokzzEJWdymHzTYDAt/vR8m+tkhG8Na8iYgSm22l1CJgMOLC/IuDqBahmaQdDyetuQVAtMHU2mJU3WLDs0gKwtSiZq6tXtbT6XSBFvLFi/vHxw9rpIFSvY8AQg5xhDjzIEZsdBs6FFqPD2ZqVNTMJsW+lyyYmeueEYhrtdZKKRsUlUWsFn9RsbmzlFevXr56+YZoVU5hJoIoFKl8uPhM63Lxa8c0et0mAC5TeQFC0rN5oI7uWZlLGqEBs0UPA+8Pvq+kPTLrpsGAoC72ZtX5mmMaEWE5nF6/fnN5fFtLfXOUw+FAXWtl3MBhKV65iaxnuRbNvV3KChNKMDi3bdu2TXXuuTmEjhKPZM+kTCMQS3mfyjgOq+uB5c3ndw8vysP9w9//+3//27dnkePjurl7MyDjyD3UPh6PDy9fQnYuArCj8ddDd+WToedK4j2llChWOB6PT09P4xwysxadVa72jgOZ6R5H7+zNqCpkX8YkSykJ/3e1qnkZk30VcZ/xcTWRAahrwIQisqqZW8nOgH14Je9t27bpK6wfDbS2lUABwES/ugH3CUfsR2Bn5U9+nnXBkbGPcK0MF2FAKbfsAncnGFia965T+2ZMdUb3trkqTcW9otWF3/vyDdol3ryqn1fb1Dcdq2wseJqvYwCvjIcLHPACL3n+9SbuHJ4TWKWoY1mW16++eP/+vfkZ1y/Pcis3s4VUbyJViljsc1fVLfiRY30KqxnMVDqpEcDoluHu6BIE+8hHaJfDrX6NTDy/pXmQs+saYdlu95OfESHVziISEqwefR+vvKDp4tM2GS+SQLAzCWTt5JiH/T0cQdeQJfIBT85zFAEku5cDUibPzCczOM5CEUnCxs516ceaZUUqGF1F0kkYF/FbX3lK9QqN2YRtV1e+HZbcOySBMpuyGOHxXfMjTHd55QrHm4fp5oQm7g5None7WSvP+wu7kJl47esvxCtYSsF0qeHtZeA3DI4RQK3irhrXSBPkI92ZpXJ5Fujdi7sP5/ea+G0/gArM7AAZbkTWBrGIyN/45//51bWWA/LXGZ1HDj91APK8oKrFXI8YCYAn3yxIp4F5U9VSVLSnm9HZbCFZUkgALbqSJMPbHNDk7d0qQSY416dhX4GMpsA5meZWS43KP0XuJhMLp9gIQGP87dNcptA2JtA5kU2F7H1uJmIDrhKA7kljMyGFqzbbm18LgFBN7iXcnigxPASdRCgCdSVo4uu6VtRx8Sotau5Ya80knm1wD2+RFFVXv9R1ub+TQrqgtYuValX8LIC4Gj0plqe78uLl8W1b465jRfTjDrVGFaGZobePS1/Ksn04e/e6GNOETyO6KjULRFqnptZa7+/vz+dzFJiMCd023Tat1YfQaK319d0Bd4fj4fXhcCCskEQTihjh2BgZ9+vIqFuQkKw0g1GClpVlHMxRj+cSEUrR1pCd0tTdlTRzNRcRmpdSoZ/2vD7pEAMpRl2T6HpVCBwuxd3pdL8cD4fDi2Vblmqq4SUXIWCTcImRid+HN5ItounstWShgOlY1+1jUq8iVUr1AIPYK5wyQs2/koQO3vdA+NzdK58eTvV0L3cP5f/59/6jdW2OujW7pD7A7OgLybvjyy+++EINROD/jKTwMK55wqjtrNtxGFsC1PMQAYh10ot1gljnT4+P9+VBRIwopUR84hmuhNGMMymBXhCERFTaXZm8GyfUjL0F07ilKBxDN/1zeIdrR9ndT6fTevkIS35Jf19kBIIP+pxRaqQclgJr7MAAAJtYQc9Owd2RHf/cyWf7AR8OdHTUhTvc4zZCZd7dvas1a89Z+PhhfIsCTZtvDe4hWFrU3P173/mqrZfi6u4a12luIThDwgffjl3+w901KRbXr3nXuLuwogMG3WmWUuRwJ2+Oh69/9ZN5Am6GpZNMNnd1KbVWOqwpyxrgBCKfE5Rxd9iM04uZafeEzLKMmJE3Dv+3m7uYUzIdpu5J7/xOM+/lbqPILqukY0JG0UwOgrgHK6DDBtk5TsNaRgOGT2Nm8/II1zlkR0RENY0ckyl7C3uMj40VNa62u5PsLdFDeJeZfhoMInQ3BbfLGzNLyXq7kcmLsvGeaH0wNaGEWOYt0PWQeyBRbnZiT93e5q/nZ0nyy3WdJvc89a0nd4W90RBllehVq9fCVbj2DlOcJQNhkyIjQOizGXtEQcAVN6FQzhTRRWFEBJK5svSTR7sdVHSQIp72UGthSjSYtrCQQFI7/JkdM9bP3nx+f39fa9XA8GI1crgmGGSEPezp2pAYzUjLrsbXy2w94jjQAkQdmVcR6pRqrwKAIhzio2PuRlK19CZjY8/SwS7CjPQ6OqOgFIeCqTKQJxoYRBZPp5Cjwjb+GoFxay2sUJSMCCP97iSh2YlYRBYpfbNHUsXmOxcToZB+45MEF1wKRaQW37YtkgslOnkEYLEUMmrZ0gbGDNayWQGUIpotOwSIXJCMTCV81ba0p8PhUE3ovtKXpZybq/vT2eoCHiEiq671JMdjVV3D1zMuafccC/bi9qh+DaZrP8GNZInKly5gQXI4R4fDgdTW1g5VsJRyPN6JVMuTORaRr217/3FjkWKx/KTWukTtj1uBSjERwM4CER7MDLqIiIpz7wcdJ2XcSSkgJDZkGCYfoUCPUSLRZgC8uJmFvEvhjnmE4Q5178pqZrrTflJ/vL8T+0YNsqt7uBtjS88H9v1hWZYqZWPg5fCLbmYW99xQp1x4pCwdCcu7JAVjuixNbft4viynu4jR4S4yjEqSzQEwGfTgfphIFFDSXKSBKHU73vnd6eV/9vv/38eP1hoeQ6EjLieTiXc5ne4e7l+mGkv8Gd2t3K/fcyLonMR85xiPq5o7kkUO8DJQCndX1cfHx+N94nDujhJT08LkjBMoO4iEYYq+Tun8ZsSZILZ7oFrd56OZhd5StsXrHeX9+p3WC12Px2MlVm3mvrWWnkFqOEXdw54CCGkFoorI4e5kRHVgHKzMIpqIuW5Wy3D4vCOXNqX8xsygx9PpwnSfKqNt9952wtyjWatb57nu47xuqhrAKaWGm3h3uvvs8zdPl/N9RTQmgtf4z+ziHtswiSqY3ALPtoFAb9MmUFertZoll2XmgcUzlhL2nSLygx/86Kc//anjvG9gvxLUNbO2brVWFqewdxw21mqoJCPTlbvddiQ4YcIOfg+HONJhzLs1TwqmW9ApErjxMd7MhF0RKVJPh9M9Sp2TCXG0YDrS2Lmh7dzEQhHWyHkLeNzscDRuYgB2j+2vJu31qt6/SmpkrPB+HYuwZEYy5q/oi3P3Dy3vJNzoOq4Zxjxuktfxz37bnleY7tnH1803MFe/xsYcseS4q5jIK43AAN9JTip9Y8bncUhZvdxrZdxAeg/7266W6+wE50fCIShppqXA1AZldM6KEigiwZvN2uGEM/OrOgMnXNtsljez6+Op379///btW9fmqtUBtW6l45qmZhIloqWKyOs33/nR7/yOkQUMMMdcA7s0MzhEJOB4AVUVhax0E0v7zo5KpPr2QP7ibksREQlX29xLKYXFzQ0Gh5vVWlkEGAloBj/q1uhFL4qephARb4ieK/FdpZTMVvQxMbMihWSxCCBjY6NQEpft9CqSQRkK7CjmxeXK9k7AHoeDOJbfMCMxGKXGBDqZsBdR0tEHKAAtFUdgpVbVPK0K6FE5qs7WIHumrNIagCIsniR376GGuy9SIsjzpm3lcRERMdVqkLJ41XVdVf1y2Y5LEREROxwOx1N7fLrAD2PzgHHgAdermSjuKLlu6770G+gEXIQl9nBflbVW21pgTSIVZTncPej2zuJxAYW76bmxvfvwsMjDw0NhKVKKNHcvXty90IUhYmIV4W6D5KorSc/BWUga2PHbm8hvoA4DHTHVbX7PsETuXlMJKcHkYa3mFYkgb5asPyWzT0nmkKOu6soOB+dS3fV0ENKMdt7OzfTp6enxbK01OSwAjJvv5iioo9MmT6YLzG2R5Mitayvnj97upJRaqyT/rNdsIhxcHz2FCXg39KQTDUDB+XQ6nU71+FD+8R/8/372s5+bnVrTJrulZrr+AHA4PZzuH5ZlIYlyAhAqUYkRW65b33FBQRKDmbG70N3YCbvs76mnO4Y4CyFBFUBzeKQpiWLmUiSUYn1X5ImtdVuuGFZbou6yLP14+42Uo2sfaMfq5h9E5Hg8fvHFF19//fV2zgICd1fTcFnMIqHXHfN0uCOEqJQaHF2dvlSYeoQArKmIhA8yLj5SsfEqZVqN+VM+b5j7cE3G//vb3LtHnG5fX6Wqak21tTJdlti++Pyr+9OdpVIdtQFeXT32XoZv/RgIxQSKOraclwHhjOM/9lGK1sb+1XFgpM0VElTzN59/+f7d16GK0ldRvmdMR2uN0cZzSbxQVSuDUlxsdIwIsDg2RaxSJwHtRBS7JoTkYFEs3K9asJVM6wVhHOlNiUitpRxPZTmkBL+SkKCdSNQj00LFw90JllLaugnYVfqi67ewu1LJ4h644/VRNKO84QXkG66huzjyw2R/0i/scxEI8eRmdcd3/t5pdX3iOiLi6To4CZEoijdM5VO395DffgXCzfdvg0t9XUfo7qMj8LjDeQntD3LzpPmGmUpxi1PePG8pJY+AqdJTRIZEf4I6heFwxDv2/rB5Xtwi9/1SM1ocb6YZ4oifBz/XfD57MO2t1vqzf/qT2mQzFQ8cmnFsBclBg7zkUNUXLz//7ne/+8VX3w2PjGRvzBjrmUKoad/p6DAzyRAYtgFgx72jB5lxLkQWVyRcfDGzpZRSitFUjerCLHbpWWQw8t+ZugOaI/JUhBtFSgaxbgBKjQoVqlrJuxIAVaSWqnB3LyCleOeADvPTrRncfaAN4dwHpQqkwUBQqvloxDV6xkhg0TUWrMaZZuxt7CVkYKP+fYRCQI6kw1RZhCzwNq1VB+woB1WF+1KKaissDSBZYwUEbsGQFAlHJA4JhDSDtFVtq7ahLFxkoZnRD5W6mbmt63nR+6VW03Yotbx68etff53nX6Wr00wkidLsxXe1Fujq7lQRdxNaJMwB8mrDkKzOamhC95QkiA71KFWWg2FRp/BCIOKxTV3drMlqvDuWZVkOAhBFKoeWW2CK4gpbEnxWOMwrAKVFAYG7Ny6VbI6STn3fpaCZs2+tsBDMybCSrdNbmKqIsM2NWZZRZiMS140Zp0gQz2OgCt16k7UgMvePGJB1TCbKXun54dHOZ79sUCW7IKpI5oZGBhWTGXJPbpAnW8IootvHtp7qqdLrwkLQ3IKvUEpZg0+TKuokWAHrCmwFK8m7E168qMTxv/6TP3385gyeLtZGN9KMabJ6i8uyPLx8vSwL6wGdRZTwexKBbOy1IFqOvhf7s0TQ4tmfPiVX3GQ5LKe7y4cntexpQ3PAbGusS8avASY7hdHaC4OEukNxUqynxgx0yt57o9vejhmUaQmP814steZvvcNIXixSHk53by+ru7fdnnhQXsautl4arGApNe6q50HMzJwJkbq7a1RsIc2EGSiqWsqO9uUAZqvv7r1NpYiqmpyV6TC7ObnHHUqnY3rTnsl0h4vlMH722WeHiqenC5YkZqlt0QosuJE57NwZckiAM+d/t7tdHXDcVXdhiaEH3t/JwKvrcv/i9eVyefoY+ny3h7QnHJvKzDW6Luwm3ib3d39N7m+6fW0XG4ssWNKqMjwQSi0RGBdPStNwu1kLgMPxWEoJJw8dYKGDiGVMUDy7lNrlct7axaGVYm555BOjRjSHoCv67qtzpv9HtWkMVyT6oGMxjGHs1omYquM/+YqTL6Yrt3x36HMJ9Wvu90Oyv2dehP2uQKZTOyg44w1JENp1boHOrt6fMdc8ecOxy3SwTwfQcHmB4LhfJ7VvPDlM6+ST78G19w+GRd2L4Tqunx+TYGa50/udd9mIbIP2bOTn4SKKG+ALvNK4yBIFIh5ymZ3RSLLWum1bFfnlz3+u28VaM2/ewU7JnsuliEAOl/PlRz/63devX3//t/+au7/7+LgkbMnedytdt0ibwj1C0eSfeRmhaehNeidbkq4avQTdTEGYmfAElywArRWdwdm8UYhmZm3Uf5MUOgXRMyOuXJCaG3FXJCN162TgCfnd7hI+z9T9y8Vn6rablyCNpCu5zzLF2NsBBINPPJrywd1kqcNgDvIeApMrRdsTgACbzLN1EKeQY5/ruPOQJc/zVkzTaw/nOFuPZPWt0lPbb2fziQhEI3kViSR3F1d3KXBoe3qU4wGl5GSISK1+ONSnbdtM29PlVBaRqIbyL968/vU3o9A6mbY7ntwHqEqJNskEyWpm/vwIBwAstcLdNhNIcvgcpFAOasKJehfmVYuoubqb2Ka+LDwevJRyJ063UhIHKaUuxWthsw1AsUbSvQFYrAIwFwAXejUDKrxppIbTT08ZtnRbeoNGcRbQQuJ16NUPhC2ZXgqmRO1vChzzcTqfpstQdxtniZcQG93c/NLa+Xx+PJd1tabuDt8UgBECX3q1yK09sp3tNLuAvn3QyyI8iFZGA+8gBrEULwsaAMeBTjEhU5Yg3Pqjb0tdXjycXr96+NN/8svL2VfziwaCNoZCAhYEcDg9vHr1qi7BqJMQanJ39uxUP60Gm3nfaLnZOs3E3R0GRL8UaEfe7188PH74FdgRTXd3b9tF7k/uKr1zg+SJUoWpaZSlTszaN/eQAdp51X2dy5UpDwpU89Hwys3VR5s1ERHbtW+6rY/Vvizbtu04XsfTehY4ElsQEZRaO7c16AF5gJmbB3gJTDhi+mFqcxFuOIWMNk99/c8r8Ppnv/Hz0CNT72syujXY1lprZpvDsuVUGNZ1/fLzF/BH4cVoFhHadhEsMHejO5jJuzKZyJ3x07U5d8wp9PQle2gCHfE1BCouABIlDctTDjwWb1jX1TGXwmA4AQUwKFm2TcuhDs+mOy4GuEuQOx3AoG6PuwqnPCMuYMBd8UoSXnbJLATqkveJzksrhMCLIDISoenPpPEFYheSEGLWPrx9Vy3cEhNxsozQdNTMiwh0Bx3HMYbhvk/mt8/yjm/NUcdYEjd2o68JAWGJi8zhzcBwrw1dgo+fQMjGeM7L8nqvhevp0gXd2As1GELbblK6WC4wmG3zQ91cPCupJfdpN7w9rOx4EphSOz0oyHSz75mfv+o1lvf8/oG2Pj8X0qn9VD/328v2yCecG4USpW22dLgQgET5P01EzJtDt4+Xn/75X1hwPFK8Y68mBkTVf/CjH37/+9+/u391Pp8/rufD4YBaNEkGcJvYi5oMMewUqZ3w2temdGO8izgOdzyUHYHdWJFSiqipYi4fHEU/2lcCo4+FTnk2qDGQImH0IEYRB5IMwjCgOSOtNe+uf9h8ipgqiowWEozMuiPUsQR7Di55gR1nBACaZBEm1A3MzssGmnZ5h7JPfaA+44vY866zpYofcuW4CKvZuq9nZj5BQ/gg2Jok45wgvIAuS5BAY5Ii1HB3mj09PaEej6XmQxSpx8PSbF1X25o3LQceDseN293dsX64nM9nuNCMRJEUMY7NJiIODZ89zpDS4754vCLi17vRU6TUiAKnS2aOXrx4YdvDeWvlOsoHAMe2bSrSzNfVaq0rnOTGx4eHB69cluV44mefvXn34fHjx4+HwPQ1IOggNlUAR3dRgVRCSzoStZQSIYMCDtcQPhz2hl7CJUi1nn2eho8yP9r4/2zderH+lWkLdo6ZuZ5JVl2pm8Ev6+X9ed02XVc1C/p7PyCDq2dSa/EJYEvTMKCp6Sbdna1tj4/NzUS0+uFwMDEAtRzcmMJubm5OqSJSIKoawP5hsfv7cjyWP/qjP/j1r23btqNQU1Kkm824B5HT6XR49TlKkcxZCDDvfAQFy1m81z55U4ngN+62I6Djsje+F8nD4cByGDY4HlbXi7cNdYluLjl1RNLMff94DGVn80j3xuQ30tjjg+LmSeD1aIg1ach1mZi9EWQRqaVEDT9bi3UFoB+TAkgg3FKk1CpSS6mdNeiaSxe/Kd3mqTha3FOOBebBQB6oYZdz+o2wjaqGrgEmo5NMx9h6RVSjUqMB6nT2LumRDPqt73/V9AxqoodmoKlugCFLcXYWP5Jt4+6ZjN+n6Xo2A372rjYjIvgNDQNQKinHu5PB2zbzDvdV54lrNmtKlno4zMEG025l98pw+8ws5jpuLpNY3bUaB7lILYXB+/FS3L1M41NKBzjdhaXUuiyBm2ARwk3cCgjTcdNmej6f0VmejCgqpIA99IOSn0dSetep3VejeUg19Hh7HtxQRfBpWDjCr/4ajuP8nmlUx1TGTtq/5WZ2vDtTk3WaUs9ZiANeW9ThcXqnIUbHpMgsBXczVlHmcsNRyMW8kexnt833Ni6e+6spQUv2MPY10E3Gzc3cOLVjZEbKZR+dEqmbMi+VGGCSN84f2Xu/PkvO3ugtu7v26ofxG+8oNUM9rt833en+7Te/cmuqm6pG52tmWFUBFF9+7/d+79V3vuvkaisqDGiD7tyTd/ONjXujuYxu5YAlf303O9j5DyA9I5fuC46lYkxIyt0D2w5fTd3CwUF8UBjVuuPi+wDC9gzGFMAH8hed5lJRJbDANApinrkCA0Syww2EAVpJl1QrAtNU1I9CeUuqUCEQOYYtBkEBUOkAyghIrld+pYQHixBsgXthiIaOlaaRP8nkDoJGH+hmDKmZRba2GvxwOFzahfAaPUgDJmRxt6YSFC4C6/YkIqgESj0eioheLrXWWo6NbhvOH9dDZa3VhfV4+Oyz489+9jiRU69eWcfB3t1FVYRNoxB6rArNE9PdrKErHRylAmhwEapgqfLy/uHD23f7fgAscJ08PMzMVNDM3byUcja7nN81ad9++64uVspfHg93L168KIu8fvXqzauXrbV3b391uVw+rquqLmHfTNTUk+Vf6TxzKaUIq7lFW7boMuIsRSS+PNaUsJhbkEZn5Gas41v/L3fmvp87whHWV61ttT25u/sGa5emj5d1vdi22Wr0XlJgGgOtDFSDJXYQh9zh9ba0rsEGQNHO65PqBuB0FH2ndZFa6/F4FJEEllxbay/u7mN5VUDgS12W++X0cPjTP/3zX//63aanTZt7kC3c4T3uBwDncv/isyZHSGlS+7BIKMmNjM2INdOmF3RCA0mqthEIStdwDzNUyfBJjXJaTpfLpfe3Ds1ddWvEQs4yEEzspIORzBRTumhDULRIAXu/LCCWaHzvlT8ytbzbt4Ddet4I3UegiByWJTCeaDqXby7SzKJXZilLmeA9s6tKxrHG5qNINY6cznc0H6015kKwwZieDpXdKAdHs59eV8qLY5WqbebmbYuYNBKOIkKxSBP+6Ac/bO3PSIEa1C6XC4B1PY+OzMEnZiJYIR5xEBdxVGKKmvevBmA9kbIP8hTMRDXYGHOSLmU53Qm4bZv5ur8TiOOTZOSXrW1KSK/uJEqwc0aTMQA3iebnL5Ilkq2kuQop3dxJr88VERRh9hIoRIleWEzRBbq7wiWRm9gWcPf2dBF1i6RkX34kQSkiCCZD4hT7iRK4VC8v2VfjbJfyNw73wRAVdFVHDpy1u2K/8fmfjcYnfvMptbz5neNn6bjRuOHer2Q3pMPPG7sSsxRIPt2c/N3Rx9lzCnaXJTUOmMge6JAFOi5IBDst1+RUTO0AB8wMRIexLtwUOGiKl0W7IWL0q+yvcJyZRMarAXzmOk/CQNFbYHrt5BjP3u7VVLf1lz/7uW2t6RnjDRBz1qibqG9evv4uyxI2kMgCRHQIbSddTMM+wLkYSXNXjtG+uv8YUunyW9OMh6jZDvZbWIgMvUqfL0JuI39L6RZJacNez0MTRDrSEakpZmMMj8WO4GUwa0iZLVWLe6Q+bQxgEGW9/3OIPwMQx1KXtq4WKsFxJWF1DOb6YGX3ZxnHUCTx9xhgNY2gTUS6iur+uOFTlUQlnO5NZ7Etg6Oq87Lp5qINWAJI9LLU1iLPJ62ZWRuygZv5ATz0I220EWt+8U1rO3EBYCK4f1i29ljlJckOtKY3CoATlzkOOQciM5trocsn7uvymZpOFKQYKCzCsjCIirF0hs8E61bK3ZurE96yAMJU3WWDPZ0//vrb93fH09e/+vDFF69LKb/7Oz86Ho+/+NXP3P2bb94+PT0tviwVum0EnZu7V54KivJIcVOrpbZI0nW9FndXBmC5xDE2GU2UUlqK45k7fOqEiLR3/WI9FolfVb+oXrw9uvtmtm3b5bxta3oG7lf8awAOcUcrXkIToSvk3diIm5cRm+lmqqqbHqK+oVb3D+daa5Vyd3dXBaWUrV0GRF+K3N0vn335xR/90R/99OdvReq6nt19pRidu0ADey+Nr46HE7iQ3PsIeCBnnvI3PuS+GGT80YLzpstF3nmXVdujWxdhPRxOl8vW6cwOQH3d9HzkiYRlu7ZI40jfdVevml2AghnmFHG/IrzfvDoxmbkmw/F4dtRNVxCRSvEqlboBgIZioKmqRL0bZVmWUg6lVl47l77rg2gnM03AQI7NrQavdaGEOTTfT/pBSMdukctwKLuB3SEydxCtNbi6W/QsizcHLfxU8ObFC83GpuLO4oVKsDk2MEoj9ocK1pqhNhMv0B2RDqzdB8DZT8DbuXi+zufDGKcTlmV7ir0zWvbtuTaPTmukCEopdBWneVfGJrwr/k+oZB5F3p2pMaxjXpj7paBTzufxj0WYQhrhmJSdEpMBs2fY0Fpb13X/ePcdx2/KcOL7CNSsf1IhtR85z1am9QWwD6BPOYH+ntybQlg6IjYqeT/18avU8DRit6HvPoY7azC19JpwjGqIw49LsYdn4wZuYJ4dfwOCsMiIlPIeGKZjLIAZbCa9lLKZigzXTeahc+9Hdb+H4ffMj9a30pVvui97Ri/wAqBLtOxP178r7Mm+2iOA638VANFJi8OxExp8uo3s7wK34vbHf/RfQNXbdjNZJIFFpH7nez8syx2jDDV5etJvROAeseh4HAFKR/VsjiWSsXAloTxvt30X9GqqwejMNSmurUm08JJ9Lbnv7+lzF4FW8h1V1Y2apBpSCwEmmEj34IAwj5TwBfdYJq+ceDng/ajP+SDifL1xXnMPZs4YUMt0bTx1UIlI81ArZGouEiE97+6liJGBAnoPtkhSaIEfukms276XVVV6bCICmNO0bg2ARQsyJWrNkpkicGuIjWQepB+Yo1EvZkeIsFKA0GU2ONcQv9MWWQk3/8H3v/fTX7zPR5WU27o5VFprXQMz+TfexU1K7Y93fZyYtRE2RXdkqYcXx7vtsiXfom+2fOw8DwBAQVUTU5IUF/e26ohCmp3fPT797OtvDofDH//XPz4ej19+8fLzzz//zlffB/DydPz6668/fPPW3UNr23EpKA3V3BxewUJGdUwp5WLN3Y1HglG64ZNMaI4zqJYCCnEyxG5Mhbk4ePaWZRYlRr4+UjfY6mbb2i6Xi23WSWyd7RTHCejuadBNTFkl1lnQVXN/5XJ9FknHMdZae+qVwr5uJEW0Vjk3fbWU+/t7VwtF1VJKrbIs5T//R3/0+PhIlm1roeQeLn6Az7Fzj8fDmy+/MC+svgzsyT2IFTa2fE8D9WM4tm4cRbu9SKtKqKn4fK7si+1wONRaTdfBswlxluXFq/je2OUDLXtujLDbU3Sz4oCLDONlzU0opZ+t41I3J9l8Kct6noYi5bBEqVB0fqxbBgYicoi1UeuyLCF22s8JD4W8eQHEN0wg8b6D5nsY/4x1MDs68z69Pag6oQTPXu4ONVoSTp9/16sTXp0WWCNLWDV3qrpuF1grWNx9VFD2Y95E5OnpCYDZzpvnhF/O38JAv7oRmM+Va2eCqb9YZJGX5/PZtzO8t3acnJIMPunufjxVkKCEh1lKaSn4vLvIeX03uGuW6XSjT2jhcL0kq1mHB9B1HVgCLxw3nB7DhPiMfM3Hjx/d1azJNWGDZAl1B9d5NgGMsGs4ytfenvF6XPun0lGYjsB5pq7f/BtgvGf76OqdNx5hvCRRRhEfuA4n1+r2K+TTPuX+RZMrk1+apwCAXiqRy4vkzoHs/M5s6lrHvIyLk3SfAcIMO59n9qdRtT5fIG/dx9Sfk6vfzyMJJJUimLLdWiYGNedMSaqn5nA08gJRAJK/+MUv3H3zraGNrlepv0BUllKW73zvq/GMgTb2cC9NgXSGcQlL/v9n7M96bcuuM0HsG2PMtfbep7nnntvFjbjRMMhgTwbVS5RKKWWqstJVlVmVdvqtYPshDRhlw69+SKCQ/8CAUa8GCjYSho2Ey+UHy1llo1ByZqqYaihKIkVKFIPBiNv39zS7WXOOMfww5lx77XNuKGszcHnOPmuvPddsRvuNb1RuivZozewjYuakXuL+Bp8WElU03k4Kns0qdbNX1lLA2dxEpJJ2BSESwgUDObu5W+O3D6ZVI1N4Y/8FEPTONeYXVcx19rgBCineCkieAmrGzu4wqlgY1FkEUQDnWVgooZRi1B5nF6AZHbSrnzcZQ03fS3XPUkqDFoeTURUMky09Qh7rvMGpcRNQ2x7jrKZgC6m+ZiyemTtJbCw2RxGS2lVFraPei+e8EvG85vl8TkCXkkO9k6KlqK6XG4bsHSx66dnw9ptvvXz5saqG6zSeABpRETFcbNVR9F0gDprQaItGY9VYS+V4Ez5OFElk3tvbO9usrFITb6WVN36suEkttHaDQ5jMFFbtBjMrwWuTOtM8S91g9PDRi8dPXmlxd79z/ejg4EC6dO3atfXwUlVXuazXa3ZhRjAGmAXJRIahj6A6GRNHme4Q3eIqpkGIUMlXMfpkNE5JHJLAdAJRJ+Tim1KK6dI0580m51w2nnN2R9d1i8XRs2fPoIWZK5ttDYP7OBdTCdlExk5ExMxkQnFphL7vTbpSCgrcQcEulN1MnSlxNDKlLqW+7yl1T568OFtpLlxKaYB1MtuqHACLxeLg4IAZs1nn7pS35oE3xEx8+5SMYAzaVaHpbApjQ/D3bzXE9lmYAapcUIeHhy9fvgwhFhQY5jmXahAYNbE+Eo2OsciJT1w//Tp7KDCvEQ8ILMsYOYudSVFQuZXpW90TDriTkHTSs7tjAICuqxolnoWIIL2ICHdATS15JJfbQ3Ojq7hsX36WFozXyEw2vaz+qemby0be9P1wC1uMzNEcD0KwEnop5ehGN++t6CBpFk8N521hDowIHBi3JtrdXaQ7PT0PtRioMt0dv5nVP0zO/nSEuPSqUjXwAcRzSbrhzWYT+isWqCGoxAzB5EJEfS9VKAlGU6CW5sYU2vaYceOOcffw7NkajWVFC1HwA9fNA6l4qDZ7l1/T91Vd9fUlAmOYancPX3xNG2q07lvbqcPrMMefZXlcmN7Xj3575+2Vjdh5y5rrl24eTxFXREJ5tFV9cqtxe79mnKEJbcfao0votwtPodWOqvPjPqJ7De3UhGHBxAwq0/jutsCibiqq5VbkjWs2DE2e7P8Lbgw1ZyB0WZV2k8dsd69fM83wjAKzyhB0XiGANApLInry8JEXrZTjO0BGY2ZKcvP2GypFREDuqMWIoct8MtUMJObg6aQmUS8dwJrXrXgnodGUCbSZO5iYKEBv9TPaom/x64W8Sh1wDfZsdQB740FpKf+dHE50bbWL8mG6PdrqMdwZW47SUV3FNxKRIKlpJFup7ZyI2QVPK0UBjSu7gtyKpZRwOSJQJWosB8xMJTpqbAtxiJwZpSiad+pMVpumEVtINjIzUqNg6HakoL1IzoRIfytVA4H61EGLuZmRqnOXHGBzy4W0oOQkEBGYdPPFspS8sc1mxYyDgwNJiVkd+sb1a48ePeppVgdk1iHyz9UmdUcxApBBRhyoFLFqNgMMZ2YZ2bEBciaNSWwzT5y6fl73VmsJBSCg98HuXFWyx3xhtAviees8BilMKbHYOew/sjiW95++0kfP9/fkp5/ePzrurl69euPmtf39ffN+uVzmQZ8/f356ep5zXsgMgLMgjpfCPbs7o3P3HGlBlnBYmbkETN6JiWq42McQZg1ZsysA8WKWXbNrzpuhlJIzudPi4KDv+3XJ1mqXYim5Ig+A9ozjkQMI5tSE0FZhR2lAU0XMcnBwgG5vs9m4saqWsnb3zm2W+jdvXonQcZ9S36XDg/2//Mnd09PTrCn4ZQFwoBsd8GjVASY6WOz1s5Q6ZsogUIrUdhSuR4clAlAKJRoLF4Dg2GuHvpllkbyoCJjYaWjgAa0ZfXJ3U53NZsNqNQqIQKSt1+v5fN6OMZmBU2tTHaKKeSDknLmbEdEwDETU9xP8lrE7C8iptkitlQOvoV/ZEXyjzYcmlEfjAH1HRGpEZp2LavgGSKljZjSTiCpJVgU4hyC70AONJukSvO4VsYEKKoiTMglzjq4kLuhp9pGHdvyrt5QfQcMp9QmuJefN9avzXjIVi0qOzWbjzl0307KC14qHEf89hnOi2ynzNnZSJ40SNbaBEelIzWwlEjX1bRxqNGQuLke0thOaGXxY64WJiudSja/YmNlsMY+IcnB+iXiLkIbkGe+PYHyO77JtbmonBhZkGZIu75DtANBMhu2bBDMbhnUpA7xUyEzTHG2iInr0N9leO186MSCmg7zgJFz64WKpkGMbtZoAzuqJJapG8KjAYoZMt+Yd3GXsK9IcqgjyvNbEvGyxXTYWGyPBziSPc/VZNl89ZTUJPqUodyJSUm5tEuNLpGq3arpNwRUUEr4lCsPiG9nVxmsi3hEm2pinjDM8TsjOPnEnQNAI/LyuiHvAkbfQi9gPRgSC1mSYfvTRR2WVdSjB+tn6jhgRJWLL5dqb167dvIZUC+fcXUAgMq/K9cIq+JaKaMsSMu5edmZnnezV9iwMcES/E0tE5i6fxPHBP2vFTUEghnGrvEut7Bq6g32Mu3VdF5iNavx4CMPxi0LExZRUy959NLO2jLzc7HIAxcy8ViA4Uah7dw+vMCxzCDm3csDK2FCfSETM1UwDZKuWQcYc+KXoTbxt0g1huJtlZq6tr2tULHbRtsgshQdgmruuY2N29gIiSmwgWdsAQCPZ6gMzFyfNQ7dkIZ7t9VFSpmpdT7RSVxuGNZhS14knIrpzc5Ysn5+VV69e9bP9WGF4MHGTEMFMmcxMzcfmP84EYYDdDKIWzi9VWH1sIJmQBVASCJNw0FGPMbJqLVfoKxBN/ogi6hfrW8yppt1bZ6pI4rgHfX/dhszZwczD+SAiy2eb+09P/S//uu/7ebd/8+bNDz7/+XfuvNPPeBiGR48efPrpp0QkIqtVBsDBDKeZiLqo7jFx9ewzcqJg/uPo2xZhgLBEycaeFj4QketgZSiDrlabrJaLus9SSou9QwBCSbpFthagYG6LvVUYEUoJ0rnXaLVL+qaKsH6fZB4mFJdDZj7088PDQ8KySyTJuk4l0Y/+8i/Wq86zm2drHQVw6dUkYNTiGLWeAOERVVvThYhEQMjRqaK4CUDoCdtY+vSmrz383sDpEVTvum5zzsQJyNunLpmssyQgKAPwU83MrH0nIsMiLRaL2bWbM+DVsCKibt71fW9lfXJyklfr9XotL5bmdkQ9Me+BAHQO31LxG4TDGiHf9oslErNq4HrQOzCRBKqmKkVhSkRMGuEld49CDe46AFmLpES6DbOxb+fhgpV2YWW9GXbTNRrxRpevbD9sVbtPLyAP57yagLDQNEYhf+DuxE5kN2/u931BcYpiNhIzX68Hgrgpdl9TW3O9XjujuP3N1ssYBjYzEWLGtC1V1T3UwmsTMggicupnC2F41JFgomDGiYoNJUPuuo5YyDHWQqoGqdgFRNf2FaB1a/b9CHi/vDojT+eFMTA3V7DB5HXYQEsjWmwZw2mEDJUAomq015UQjV9RO5XXvYStRxOm6sQ/Gc0p3gXm12fxKDVha91IqjadrOx4MTOHHBjD+XE6pgJkNIbc2QPDfwliO74mRUhb5CIh0nnVLm8Tvo2neTVYt/1/x4cdJck4mHE+K4y4dS2zSW3QdjyTbRxQ6rGF13ZdHA7wSEJ5kQrb0dYunr55DsFR4OAaLPaGbFaNBt8EiLtLIpDBjEWsToEVs+HsdHl+YjlfWETmRESdpL7vb75xG1w7VpfaeYhsHMIlmGbQjkTlrLoZPJjs4iKtNNrbPEn7eCM9a/d9rSCaHlgiGpMJzBw7ljhMoO2owjYaIRAxP3VAVjsGbYlLx7U2BxCsli0sGnhKUi1dl5jbYZdIOgcT1tYysWgrXIETXKt9hE2tWsrRyovIKoAVADhCzmAygA3upBFFNQ5yPY/raYoWDTM37EmGJ06mAVWM5DXMLJXoaqRhG3Dg2gBCZVYDgGgP1bpRuKkOupHMPc8oCVuCcPKun8+0DGY4OTm5du3a3nx2cHBw++DK3/l3fvl0vfzud7/7h3/yM2aWSntbC+eJXBBN0Ath9HU4UFzMTNHzzT1Ec9A6EDCtEARJ6mbU95WEzZ0CgOEIBRnUrGbGhayhcylAlO0sWzTG83qea7rQDYC6Q1WIok5QHWtTIkqUvLC5/+ze43t3n5RSbh1fef/996/fPLr1c7eM8OTJk5NXy9PTUzdy907cg1KBoObu0TmBsqi7kwUuhMhJozaQmDnACA5kM8/DZhiG9bJsNiFI+9ne8cHBAc+klCLJD65eWz5+Hj5dgBoCjzkemLrdayCqlsVsjysHmekYiqg9Ft1VJEx06juklI4hcCTilBJ6M9i9xw/XmjdqxYobRUwPbYrHtTIzI14NWc90Npt1TCKiUQpQxf2GiQiFYksSATymNQNgmy0SqxMjr7q2BjfwDmHvqCogvHd4cPbyWRwdAGH7q7o7rVlKKed782vXrh1/5Qv7+/t2pXf3oUcpZYAASBVU0g0A3PeJzOxG36fN2sxmL04/+uijV/cfDcNwzVPf9/uFrbXKGU0lNBN8iv5poU8ioojRilQDgpmTiEiHBiZDA0XUGRD2hnaNvhTAtPOpjeE6ItmiWoPUYJutamFJqgyzaIbFZR+grWkEKnTcXWgxXYFHj2Z2mFro3U7NQTduXim67MVApQF2aewbW2V3y9WhJYd1woATaMtqEHcz7vpqGfxbwlh18FvNvQvkIiJ3Yk4ONREdNkG4cGEOzShnJRrMbJ56quW/zsxMlIemZCcvr2cBSm7Y1pPhs6NKdUiNUqTdZHuUzMxd3bUMOfjcMYHNMDORj32069dPjL/L0zLOA0f5aHuGqfmyM3uT13gSRzNFP2Mtgph2NEbHGSAE1mqnsgHTw3v5VkRNC9A4MG8B5nGuKGIFAcmfvN9+VgBM0mw2mvRu9qmhRrXoagfYENIprPHxZKDZ2XHJeCkmQI64plZbe8Pvo94nShItCLppDO3tPNfurGJqTL9+5kmD3IIaC0Hc6v7PflY2G/igViqxkQf5P1JKQt3bd94T6bpuptEfDzQywrYxMdXaebJSwsSIiWrgVxpL0mzCRh4fviBkRunkCMKU0V43AI1GtSYWiKM/skdFgcMjp0DVz7Qqk6rzMN057u6okdlJpD/1XkpwkUqL2tZt0AxBzQ4jj1acYX5rBFOZiUHFfOsctvO7s6UbF6yYRuB4x8EbE9NAhFk5GEuqRa5wgJMQqMQX2SiNq6IckXyIwh0g5GhyQtZCoKJ5j8FMxYyIUmKHp9SrqnEBQN4RoF5AUM0588uXL69fv14XKfUknbma2vnLk1vH1w8XvZfN17/5xa/93M+hk2//xi/+l7/7b/75P//ne2nf3RF2ZbRH08I1GkJEFMbZKKMuuPyV+15EG9SAospMuJvPVsOmiXIGgjiD9+eLg4OD+d7BMAyvnpzmnAmDkcGDZpnGyW37DxytFpy8eqfhY5kHPFAtEGZFQCWn5ADmPBuGfP/h8/OVioGIVAzA1778wZ0P7hxe2V+v15/cvX92djYUuDuhEAAEyXNxdyFWU/JEIFAKsB/cK0+bZVPdbDanp6d5IDMCeLFY7O9fTV0XDIoEnS/2mV+6ezTU3FE8FET/gkp0d9HrHjec78oPdwcpMQt3zLzvloS7sHwoJel5Tj/96U9XysOQi3k1+IiCuSLuEx6Mqps5Slkulzl361WJ094nzOfzvk8A5v0s6lL7vicKWS0gEwiEnDJQ22yrxZ276EruPiImtn6hTtR5QDcODg4C/g9ACWr6fLM6mvfLd+988MEHB3feSCk9RCYiEwR1kSdutWbhSsY+CXOEkYv0HREt+tmdz793rQzDMJz+6O5PfvKT7vlp6tJBMQAHFEDgiPhul+WC+I4VoRaQr810o4aLqwYalW5N3TbjIRTohXsGi3WD/UzMhYlebPq+hpFQ09lb6oFRodZaM9q+jya+zYxrkVC0A2CAFEURwheB4H737XdgcdobANtlty3pzuQ0U7hyMzGLV8BiF6RRIhLkJcbbahV3Z8aku89oYGFL2ijVXx+VX4QsJPUdGDDLQN5KoGm8YbNRd8cyLxYLljQuaEqRPJrYZ5U90LdzG/WSxBBudZ6YGInV1vDW9VwmRk9FPrWY/Wazcc2MMRYk2JY1RO3qJEZCNb1Lu2k4tNNxMaDCEwd4sg0u23wxmCmQYMoDsmvD1dIrNyPuWlysOaKTUPSuUbXzReNktfodGv3WccBtManpvpBoetli85ZqnA54zIpMvjTOyCWTtCYxt1hsmpTfXbjt+DNPyhRqScr4fjN6pj2jP+vlzWQ0d6qp2J2ZHx2V5CQGZ3PXGKwwHjx4mDdD3gwoZTonRMF9kdjTtaMbS9ky4FTKqmpAhd9N9ZgSGbsCYiAaAw3UPFxv0sliuXPOr7PvK04Rzcy1iblbMyF+cZPUCpWw2j2aZNYTNy13GK232mzXQPyaULEExyC5Rwp0ZA3UoItlszyuo7tHABPN0DczrtAjqcsR43T3Wvk7OWjO1Lr41ieqqLuGa2ums0QRdBD7RRltzDNgqokTWQ3ijNMy9SeJKOUKpWdy7wxMibgUVUFPFB0fHS5m5mLuxE2dmFmnWdfLftEVV2O+cnQ0bHByctKbPXnw8Kvv/uLx8fHXvvVVJINBCT//K9/64V//4Ed/9hEzezEAHH1IXdCgCQF8r82zQwrUep+Yqu35jMMQiaU4EqmbESe4RP4eDoczJ6Z+1u8T5rN+/vb7t05PT1dnp8y8XL0qpfiUmRpspgCrjkc9zqSaGQzMRGwAcrR/MYAoDwqg0AYAOb08Ow8kZKii7373z1JKe53cvHnz6Ma1ves3aL73+PHjYVhH70uvlksoPeOoufbi5hZt3aEAsubNej0MeRgGt46IDvavdl3nKZkICJyYSTtiYzLzaOzFo385RjJbLdLoy/q2RmxXsBJAcEIxTVq6NBO2rpODbAINRJUQu9r9uy9cOzN3F3etXun2bk5EwqKqCnJiMmiw7VKVMkV42BiRi4jIqpQyn89nBZIopZQYAJKou6eUghQUhC6QdlSi+MzMokGfegeAOaq8a3dCJnIiEUldl09PadYBeNTxlStXDn71V26+9db6rbefDcMyMeDr1BMRcSKi1uZuR8SM8f+KTpNkZtRzJpwx+ay/9gtf+/BXv1VeLu/evVuWy5zz8OOfrNfrt7Rz99ooYjeDycxm2/YMAcutIrLGERgAyw5Cn1rApAnFXVdysrcvqJ+dO+y8mJldy9QJAmp19IWbVyHuXrsRwMaSvckFiOBl8sFJr+7vsyrEPBxwsmD/QcQzsG0KR85wuEbGGuthQyJgFpkRUfCBkYgR1+pvAxExReIjbChx9xTYl0klbIuzbq3V6TyIdLXFJ2ejzaTrLjAx+3LOIDBz3zuJkCRqED2PEsH4lhBVzpM14jGkUe0PqjElANSiPUQE5xYG4hosrwrP3T1UtcKdmmRvXTRea5CNjz8+wmjHo5UcAWZuE6t+a+dd2DDjyiI4JXYvq4bILkJgm8WmZK1DfXQpCmBzFC42UR8R6O02breu9ZW0jZm9fjMHVZx7TVY4GrnupYMwVjF7zfa/vviXiEBS+2wHWB67Y7g0mAtfNb7TRO6WBXD0GXhbgBUPakSEaXfji4Pfzrm7B9vw9AJTCoJb91rv6YQIHzx/8tS0FFOCT+weBjhR78W/+Yu/4EQJYONK2Vet57qmqurSO1xrXs3NTL0IS7MWIo80rkUEWbi1piQ0YFUX+pxifxOAKJcEKk+1mTU+hLoHALiRmbdupOxg42iGUIl+g7fSiWrOoVU9x9yEiGLmaFtqXoh9ZHUzs5INAHHlcIivZubQpGpGRFEaEhMiwUoSPTM80vDhilS0EuqeR7RBa3kDU9UuZgxq5sFvj6aLCaj0s8FhXSUkqgPHrTxLCBhTeqaqnKQew8DwuXuXupyzdaxuM6FSVCkzc1GDwAuGnMk7IonuSy5mBmTV9VCkUqqa6tXjg1cnzyjPzp6fnj1/8o/+wX+AvvfN5sX58PEnd5+tu8Pj62ofgVqFnW3xNEFfKSMHeqAW3KpH7gEzpdHjGd2jUDlEIvN9mQ+eh0CGbc+DsRsLzwCYy3xx2O/tA5hv9pm5lOH58+eOIoDmQuyWA6VAanBzEY4NGtMX5zUCgOECNCAOAVjBWI2NzayzJCJshYttNn6yukv377l7mu0Pw/Duu5+7eePms+ePNpuNBMmLe8UUODqImaFWpEFVk5XOCzR3DAeuXDlMsxkzq5BCyVN4/XC+du3as2fPmkyppyVY9EbpIAYilMY8MJEX2wB7lSPmMPdc+sXeQlgIc5iAOIHIDXj4+NGykCoK4CbtNIaBHkqXiajbO0oprTYl0FElZ4suHQZ31+JJo6pLQZmI1sO67y2aTS0Sl1JuXzvWUtBHEy0QkZPFAWNm02hIT5RqUzuHO7l6MrMSCVliZ9q/fuPZ+fLBTN547707v/HLb7zxxot5f3+zKZq5EwiLCNi91cuBKwx23G8ybuAWL1Fi7lKBGZFJD+CJWjk/39gGb914tR76vr/1udvLx48//oPv51xubqzv+zmcmRuqD0SgJFVm10wrkY9k8bXYqBL8VuwRwcFu47l4nTKbRq8nlmIjBBkvowYAakIfFWE5zSft3CdSumZm0bEDVIVXtPQ2syjXq3GL1dnx3t7Vw0R2DoGZQYu7RTWzeQHVThURKQyWSuFOVcl5sxok7RORSBceVfjrYy3q9MWtJo4ItGPs8kQ77wQJmNnHtmMsDBfiTGzYeF5PZ8nMwAKHF3XKcV6SRUBOQUbStYCTSyTZq6oOhkhgEg+7bJyN71DN3Y+mFaJeGIA7zs/PVaPDfa1zdvELSZGabgw2hphnRSCDUHv51OhIs3Hqul+Yz5pY3Jol2zGrBUCGwnLTiuTfmeSLj0kGMvMdu2pU7RfAZJMreLJhpdImMmPX3Bx/qJ0QQ9VYi5d8xpAubIbxnQsXX/6s1biLeetIfvk1fpaZNaKME6lbbzUxyit3Y3QGJ6JI+05GOFV/2zE7w9nIAK/ZzRaTA0AkROJMRjCFqq9OlshuRV3NCd6urH1Ck1y/dm02m5VSqmGk0ZOhhbIaKEXZiCgajEXRZMTvm9TYjiEiYubOqMRY1CwBB0CJRTwoSyy8HCo1KczcAFdb7yXaYtA27xEpaepqz6c6K/CaciIiClps8wAPAK2kt4EytRARw0AIFLo5ExE7qVrYZk5wsgiYmhdhIRdXk3BQW3JmXNz6NQ0HPO6cGHNdcQsndRtEd6i3OrygjSCiUkrNXlKdzYaQqJ8Ll0YbIMHMXA3uZpmAJAEkNyerfZkcyoJiKoTo7MbixOZMm5K9+GKxEGU3bDinlLs5J0lKEOa06Fls+fzFm2+++e1f/0W5fgDLq/X5o2fn9x8/+8FfPxyG8vbbb92/f79lK5yZPThmYi1h2oDMhArmZeZqR1ei5m3pftS0qjuExbuDgyuvzl5ePJPmVjSIdAJBQuRE1M32VTX1/Y1be0vNZjZjPz8/t3UZhsFsAAA3eA37tXo3H/dc/KsRiYx+nURmprU9QCFXIWdHViM1ysTMokszu3/v8aefPAAVZr518/iNN249e/ao6zrTgYjWwwAyaVVvzJ7VZkneuHoAHJgyAJUEYIASkVIBwO5Cvj9fvATViMykOquKJ6iBUnPh3b2xhPj4dOPLPSrRjYolpxmMzIWykDkpiNYbWg/YDFpKKYncI9dNwXVkcGZ2zPcPDmhxlYj2Z9TnHLt8uTpTVR02WgqIVKNRL7gKFCvrDdZgZksM4N7dRyKS9uTg4IATqxZJREQiUNPoI5UgzEzCRAwlM18FRaEnM8uzxWazWb7zzp2vfOXGh18tpTw6WrxUTSKl7xck0b8CqHTsOqE1NlUOy4egjfM9/uioUOtoa6OoR8ngRRiA7y80pWezfnHjjbe/8Y3VaiWf3L979+7Zx/dyztccLNyZEZOXan+PoXiW7XdVkYoKcGHmGKczmY9unbf/WkKkAfy3e2Bb21/r1cf4wXj9LmacLsU8WtDJncyjRwCIyNTMSozEUYoSgR2d2TAMb3r+8tvXjxZS8rlU2ckBQmaYEJtrTFj08Xzz+K1bt26dPl0/ffp0OXSypE56AFG2UhrdybhGdcYmHLbTxFy7bBvTGi2D8VMXol9hSjLz2rVWe6Cm/6qCUVJCrfBgSimxO9yoC/8wkETV5iCu2QlqWMm6XDW6F8GsrWXgNShJcHIjl61N4+6qGh1NyHcsvO3ORPX+pzpmPNftp+gFfpGLe3rZhT9NJ+3CjI3vX2iWNT7RhZSxeRn3+finqR18eVTx1jiw+vHoRsAXzbX28e1TBKw5vMH4e+UlmLi4NYwz2SGvm5xgEtjuNHcez93uJEZCf8LVN7nt6+3atje8Fcp4eEWTFjiYWEtT+WBj2tSCBqjGQZmISGLYZgaTPs2e3HvOpaNGEuRe87bB8Dk72Lt68/raCgnBUErhrjezJGjetHvE6D0TCAwbswy1MGk7vHAqeqFSas7RlDB2qAhuDd7asm1mtjGwWCbT1soIVOFs4Rp7FZtmlijVC1o4JiWa6u7XTn60vowvHS1LM2stLTy0IaiWgLTrjYglQDhF3WuqKXDkHHQwu9unusf1hJJVlensSMJElKOXsburMiV2tmh9jjBTqwhxjw7Ok8PbpJ61p5PWwCJ+TV34JE4EhkOLF3UHa8loT18RJ3lYr9fsXXaaH+6buQXrnDpQsRjzXn7hw68//Ysf/6N/9D/66q//AvL52bI8efLk4YP1wwfPbaNU0O8lmZFlA7yxaNaoQCzYqIoCdpRLFWcigqhecbAjMHxh6wrc3BJB4Ao3QmqVMmZWzIv5DK0MRVgbZoNFIoLeS2Wc3u/2RH29XhMNOefNyTMzS7VNTWjBAmzTcdTM+Ri21jSFAshwQi2vYXK4ixPMkI2ZdXnuLVu/2Ty8e+8RS7l58+aN48ODg4MbN66VUn78k58ul0sABGNyScwkzGwGVRXOAMSciIond8/szFYSJyGzbTva6AoQ7q4S4NbVoqmAV7PX7Edlx58KOHctxbOvTXOUIFEigzn87PT0+auSsw6qahqUCu1LawCMKdH8qNs7VO7i+HaSQl31e/vuDjsAYGXYbDZR8K9qqjqKxZR4aeruXYTPrLx4eZ56WSwWxN51HagsFgtpkoGYmBQAiTg0gVLfPZ4tADy/8dZbb721uX2jpPRYbBg8o5N+7tDZfO/q/v7Z2RnCKyI2MyOIMCNouhI3eoWRXANErkZExU1YHGyOUlRVsxszS98TEcwkJQdtgPvutFjMP//uzS99/sZq/erVq1d//sOHDx/uPV/P0uwKL4goRa/FiFvEQJqPPhFSIcq3eTrdlv86Ktp1C8ComnE3N01E3iqXpsqj2ohUo4BTX1wIqiqrpZntcyaisj4tpXjUoacupVS6haoO5sksSkNunZ/v7e39z3/zwxs3bvTI5NkKi4ihuLtrsZKJPCVO4eRs9Jd+6ZeuLN7R1er0Rx/xc2A9vKHHB6uzlNLpDEQIctywG6vBCmK5WPFKRNEQ3Ws88mKoBtMc6I51GNi5IiLdfIacveiWCqFKGFfVDDCr+4Zm4NSN92xnIa4GbBueGr+9lsi0NcVW4UJ1C41wgCZpaFVdrVbhqPMWhQiKsiKamoBRDVi2Kz7RczUV7jyN2G3nrS16pAjgNWmnk8gEtkE0oIUSxzu0id2WK8WtpoD9C987NeZGpTB1UbyB0sYrbbJqn2VC1blw3hZRouV6Lz04Jj7T9sjsxuF27ZLmLLUQIiq+KvjHPDXr0yofJ7WA/fbba88GgrmlXf9qZ0iTaB8mBiaPzCO0TXrGqEaGP8AAMTPy7i9/9GPOiiHDjMeEI1U/R1Xfeuetru80mrtqctNKKWwMd7C5e6T8FE6o1l7oAPaKrxjHf/nQwVy2vBxBg2XqKvE3BxHHaKedu6nFLMN8o1ZaOu2mXrfKhKYqPOTqJxOBySeuSMSbI9ZXEecxTjKHRimpMYoWdzCxQ0EIQJQRFN4Qf1pKoRRGfQFFD9FWbWbORAXFHV2NgTsAbcxzbY3ILTMhjDxOBqoQ3cBJh0fUEaspQgWMOyhUUtu0ALeCj/pKbOOu9mxsCh88pQRkM+tSp6qAEfkw5M1mo3mzKVn6bjabOTyblkLDMMz72d7e3t6cr1+//vPvvfvv/L2/DbLNsHpxmp+8OPn44/svXrwgmwno4OBgf3//5OTEzGptV61ICs1UABcWqjNo24nZfY1d52JpmRkoi8ViPp8vl0ubhP6j79B+PR62NUpoO0099QCciTlRT3vzObTMzA4PD2ez2YuH9wAUL6vVCibubiXDYUoiUhvcB1nAZIt7dSSNQIEJ1LoXDVr7gQTmZmNIKXHx+w+f3/v0PhFd3d9bLBY0I3efz3sAm00tQCNycohE3YKzl5SSQd29EBVXZX3z5tGj+48CtqZey7yp0SmTuYlwo/9ukvTyDLcJMjMqpQzoJGB77v7qdHV6uhyKq2kgZN23+YW4J6e9+d6e7F+hlBowhZvbhET9KAVylr0rR8EsGLVR6/XazDRvzDE4m1ngTbuNAKKZimWQEWWBahYt68ViEQm+vp93XefJjPzkyhUzW37lm7dv3z6bd0+Bk0WvqkoJPSWGMJg7Il7nAcKBv4UH6IEB1pa1oSRSecK28d2g2dTmy7l7MVdzE0Co48TMrCoiUqNpyYF1Yne3fj57++jNN2+9YZbOyl/+5V/e+/7HpZQ3igPYsw2A5OxutVqtlTeOumHaWS5yLFR5mNzgtQUcHFR3YOvzFa310Nhtwg6wsY1VrLt7Kx4M73CzZOYr+uzKlSvvvzO7ffv2jRvd0dGR8MbMNmt9/Pjxxz+59/jx46fPT87ONsCiB+aUSin/4P3rH3744ZHcW7+428nXYaTEMCcXUrAXqM1IKCVxDMPm137+t+bXbq5+/ArAl+58g9/hF49P357fUv7jn/70p8/d4X4qMrr+48gv6JWqo9uW9l27dtc4sHZ9/MBjWzwi6ru5cJexGvsmV+SDu7up84CwBWk270a7vIIoyiRq2DTrSAhQYWttROMjVNQmc8N8u9SLotdhLsNmmgTcObkT823UlNOHfb1hVHsBT2vJt2bZjn18SSZPhFlNepnpmGqfIsenFt50s42/Tm3BmItmRFFrHbaDQx/HWXsoX4rJTQukds07bpfvTBFt0aot5VcNw7HynS5nQto3+sWtFanDaB0RNbC4+OJJ7SpN4mFGMHfa9nCrmNSR2dF9u74RVsK49KQT+kOOwv9xbCfPX+iQUZawEkGS+IyAhJmSHF+/1s8XHgQrDqJkLRzQnnlssEZC7m4cqIGQjs4w2sZcx1VUYheQMSrHXkWzSavcMYNs93xNxJtz655ikdEKLsMIplUbqJ5rDrgfCNGScSe/MTWG6v6hVk9drcNw5tWISFJi5loJTi7JzSn0oYiEwp/4dQ4riVGizqPekACjqEERMJMO8YxhFcLduW5RNyvMaXs3AIApmML9U2JjQWVJpKBUiSrmKPLAuGWFxNxIAHISdos2HEgBZ4xpNXcrBWzE6CDQqLVAInLitbkOuWxUVff25syQGdStZOs7ikqT/fne3mzvd/7ub2KeIPrp48dPng337z98/PipO5VyBmgi3Lp+zbOdn5/HM4mHqHACkoi7J6pV0NDXcG5NT1Qt7WWKx8+ms1m3XFqV2lFPZCXnzQiBHO+wla0VPAcQ3I3QM5NBUqLkfSnl4Oq1OH6LnF2HUopZOT8/r8W6Bm+tURAgVqb4n6pGz/IQK1JJoYSZC7yqcHcYNkMm8s7RkRDRyTqfbgqxdl1nL58dHByk1ANISOPdgBJBDWJK5g4X8+SKZIs92Xv/1jAMYr5cLs9Ol0rYRDQFQhNJgbHH3/Qsh9wJSKwzgGJ5Pax8PmOmePYXp5tSdGPm8EJkuxrECcTU9fv9bN8pjbIiJjyl1JoI1+4yYYBKl6RL0RNwkcTMNgP3fW95WK1WVrK7BwJGTGAWbQ6S49Q2LD7kNXep6zqCU84vruzfeedO+eCD69evn3T7n5SyJHb3zEmjFQJz382IKCDbg5FTCg4V1tq4L9K0MumisDNFrXQ/alqrbmBiksSVaIYbKWs4KNtGQ0SFU1E/L3An3pPjn/9a/5Wvquri/oNPPvnk5Gc/dfcbCnQ8C2p0T2bmVjD2YB3d+tf1mBqXZLo2YZSOjzCeghAvsUr17LixCIDeNQ/5TXn0la985T/6j/7WN7/5zTduH2OxQIpQeYYZPMEMZ8uXz549/PjBj370o9/7b//8448/7h6vvvzV93/z9tHw9GdXbvCBpD2WlQ2b1mnAzIOIlbh3d1vbb/3Gv0t27clffHJV3iyllGyAXbt+49rRVZHZH89nH/3oPoD1tesANMD+EcnYJZ3GqN8bMcJr3Joxq7ArZ8e9ihYDECJYB6DVcGyvN7NSirsQLHXKzIywdYiIwB5yZcTRTl9joOg1IRAgIOwNtDeJzA0bMg39c9l6G737qe2+c8Ela8/HjkS0fWf354u3mlhIr42rhSILNG01RC5cNt7zQrZ3vG1cpGYy6Xvm0MZLvPUwt5+6NI5/2ytuNcY4XxMg3D0j25FffvAdZ2kbnK1bRcMiwfaz1T3b7bTmjbX48jCMyGzXKPRqtlqzQkfjpl1T9zZVMnMA/uLlM7VMPpjXsrnYLdrAVDeuXd/Zb5FjIkQZXxC9Rkgz+olPGx6iGc3jfBLxLnFPTLtdmENnGRtEjicLDRE4uqctveoIbRuUdnXGxvLh6kXtTCMZc433V1ekxnkZXiNhNKmvn3ogbE7mhuC0MoDYA8bjZuaRbU+B1p1shrAwo+oDgFrgyOmSW+JbpnSAK81WpHGtlPl87nm7ID4CRdyAmlg3RL+l2EJqpoF1juSlKjFzMmIQtGjg4AEoLFsNQXtxImLhRCmljXu2bFntyYN777//PjmVIRdOOftilpj7oyvHv/Hrvzm7fgyzew+evThZf3Lvyd27Dx48eMzMD+/dPT4+vnnjWpZykLpsHpTLJmxmEXO4LPUiuG2ThFSdzcrFNTl7cTKZJSUv0dnChAXQIa+WZ6dXrlxRbr2MJtZe7MgQTMzsYBaJ1LibUyJJ+6oK6GK+IFNVNRv6xR6AV69ehd+mZQhvw8jh223ZtijMjJtvaltOrziB28LGsINyImb2olwssQ4n57AlM89lllLquo6IJMwGB3kQsRkIbtaZCozJ92ZdJ3zQ860r8+VyeV7MzE7XZmZkJsFzbVbr7cfq8Xq6fBwsERHMNAOznPPG7PnJ+SprKWUAETUQSMjfsMAhfd8fHh5xbSKkwexYE08OIaZWWmhmQizEHmlZhzV6+rCZ0Kc065mPDg8PH9z7WFXdu3q0HOaUB6MORH4ivS5VPvj8u+++u//FO89Uh73FCbCEGWPFFMgLSGTXLRLZBFFHrbcN70E4GF3GdQkW+1ZeUfcqEXErU2DmADVHLFOEEF2GWglCwMEkGt57FaxmRl3nZpsyAFgthLk7wa1rX3z/ePiV9Xr98s9+8OzZs/mjE2Y+RgcgZQpx2QSER4SDJ2j3z8qUfdav0xdNOoEKKA/58PzBBx988I//F7/9W7/zO7jdYb0GBtirCHcJRUlQXzTLDEdvXb367htf+fbX/+H/+D++99FHf/Zf/FcicttUO8zIu3nfb5xUNEkpRcBuLK4zSbbp9vf3v/5rfxtnZ6f3T67Ob3Pegw0AmZmdnw3DcOfKgX7h/f+J7H3nO995fHwEYI0OY8gTsZ6TrO429vkai+q1RsxW7JKxwALO7oTWqSyltNlsVGEG8m16MedsZqq6WCw6IKXkDCGO0EepPRLHODcwCX291tq7PM54mZmWYWQzGB/hwmWvXeDRyp/aSZ/1vbxVMKN42Fp41AJL4wjHW01RfeM7NfIyAcDUwQB+abtun/3y+Ns0tLl5jdXll+zR2imbtpJ25/ox9dkmZ3qH8aunP2w/tevo1qnbbUU4Nq8Lq1dE3Cz4PgAHLroBFyeBSJ3c6RJgFe1ZXm+n1plyVSsj4vDVq1emm5JXyaN3qaE2/3Bicujn3/9gf3/B6ABobUSWNOfSomUelzKZlco3FE0NLhhwk61VSftHxnOg1fYpEPFCsEy6R4QxV3F4QmO0OeKAhETsRgYG1wJz4poorbXYO7GhiStbDwC2ktyjEkPGkold2yBSJwj63qj8hbCLIxKvtaMmudc+B2UCg46thGbSjZzwF3aIjeC2iRQaTc+IdgfgFg137e5W8QzV0vCaB/fQsDAlZg/2ZxEAqUXNa9/ScRGC/cuKpSRCRk77/fx5Vs2erXinZycnV/eOVXXQwiUvzwfC+qeffPr5Bw9lIaWUu58+fvHi9NWrc1V69uzJcrkk87t37z68+7MPP/xw/+29k1ePeX4QyGMwoOTu1fivpfQQqsFeBJTJirtPvIedc+ssRiZ9F7TXAEhj+Q2mLaRkUy0+7q3an6P1xWPmKAs2NidWVwMxE5iNCSI88Gw2Y/IuzSNul8v6/Px82Jw3D+CibPVWQ9Q8m97dMWlqHtqi7rhAN1IhIkkkboHVUyfmQrQCMOt6Zu5EyKibdV3qsmVmpGrSMhElBvfJ1bvD/SNhVT0sNgzDarVxt6xusNZJxbdHNICxxnVmHC48ZD1drVV1GIahaNuFEbNWNGrT4LOQ7mD/8NCpI0mxIcOD1loDRRETZoKZCRMZs0PQIq3Ujm74YdIRCTNKsYOjq6UULamUQkrDMKyhy+Xy7KC78+67/PPfuvPmmw+vXnnAnAVpNus7YeZSRB2DsLtb2z7ehiJVrNTQFhGEyGlS6EAUlGnT1lg08bPrVVKz5Ckl8RZj3vK6bDdtWJUKdfZeElDrc0Gdum/2DzbAy/kB5gfHv/Hr7zBfXS3v3bv34i8+fv78+Y1SukV3VKIcrjgZmFr3hvZD1YQTp78ZqWOaEq0j2wVN5mO+kmhxfno8n//Df+8b//gf/+PrX1mgFKxX6DowAYJskhKYxVPe5AJ1dTObZUXf49nTn/yrf3lTT2dpdtgv+n5OMwGw+vGjxWLBB+VosVjKmhXkGDbDO7c+uH79+vqjJ6enp1f3b3NhXQ8CsAHqy8dPzawMy6Oev3Xr4OjDD35896zv+4d7/Xicp2ZHjD/0R3t/R2JcEgIhYSck0mBTZWF3DzvBmUNbR64g7F1rBHLuPqordZvP59xV1BqA0VChsf/EJEp0QcE02wiR1h1FlrtbKWXYQAtFZS529SvvWE7bZ2z3qprjs839JgNDI7Q5oRonalb0a5yHC2YIRdHKJLwymoaX99s4FePMjNeMPiEzm7bOn1Hd1fqmtPnZDiCIlOHbwqbtwC5NO7Yot12FMo5h+miXQn2j2QpMSLBiDhq/ceQ0turGTD6bcPu1PhtNRuhiRITWX+e1d4g5mRqj1eAr9vTBIx0ytGTftG4qHshREETk+PqNUoLCgTgomFkMxYiJxYjMjeuzE7P4btlQPGIM9kKo0qxwowS3WmUd+t3aTNOFxycicq3VS0ChsB3FnECQrhKXkDCYnCsd0vjssTdHmRi7Iv4w3QlhQVV1w9xoWbwp8Kq42QG1TtisQBIRMXSM18BZWoY3iktQOQuVag17WyCeUIMSKYICmq2SS0/IqB3jbCRih0ehqlN0zg03MqyaahpiK8e23E/x1alWyQSmp9Vq1cdvbgqbJEob37jrMBR3p0Hvf3z/xpvXVTXnDKBHl3N6/mr4P/4X/6d33r3z7W9/G8DzR89ePH++2WzciUjycKaqq+Wr05PnN27c+MrXPveDv/q0S8kpmRnYEX3gYomYYC5MzGTm2e2CGxjOd+wbdghzcWNHN1/0i71smwCSYzy3WlviXhD0O1Z8dDWIiSYN2xmAEzuBiB0kQSfRsar2Xc9STDMTST+bLa4Ql/Pz8/je1fo856wBtTEVETGMMRiYEqCTUJ+3F41AliCjGtQEzmymRaNfnhHROpfYBF3XdWwppdT3rXIBfR9MVyYiSJFOInexYTOTNE+0Xq/PsnnR8H0j0Bz8+EYwj+DoVoKUUl4tFZHScldTw9h1MTw1DiMzdd18fkTcTYWUoMbk4bUmdHwRUSdkVojBvCWnm4jjrjIQQbp+X2rHOyxd9kSGG0ff/MIX8pff7vv+r83uA6v9mbszKDOj6wGouwLOZObakCXEVBF47iBkmLBQa7sF2tZqRYST6GLXyAjpokXypq/oOinNzIpPAFHvgmgRakYItnRC0OtlQSk6cAqhkFJ6VFhVn80W/MGXjt55787Bwf6jR/fv37//J98/Pz+/DlCSPdXoZORNEICTmQW8npl9gmimC7otYCnTCEHIweUaqm8dDP/pf/qP/8Pf+YBu3kRaghS8gjNMwSzJwUGwQN2iT5Z8PXhx6PzTf/lvXv7udw5y3ju68s477+xfv4mugzJyXj/7dHi+6V8NV47n/T7M5FT9jRtvHx7cOX30gml+/egNL7I6X3UuzJzW2JyfpzLknEk3+71cwfmHn7v5zidPeRie7B2Ye7GtlTQqjHCmY9WY2HYNnYuKv0qecR0pTrEpAtxGAEjDKJnNZvWqXMYDEvepceKBRCQ5BSc0ACKPoC+AGt+9lNYZh0RE4XZS5WmaaCZVy4VM0VqMxXqZZ64dWi/YAWNXqCrp8D/k5QzUevmRlPRveIUuu2x8xPv+GRHlC8b3mO8eM7wiI9gUY8jN253HO1xe1gtjmPxb43wXQrvWjDYzw2RUn21OTVYtrPIQ6vDxrzQxVS/fBNXATRfQe5enpXkz4a8YUQsk0jZ4EdXWNMlxT+dk7Pamqq+evKLsOW8qcWb7CmYwoxDdefeddS7MHIwHoOTmgDM40PYEcHMsmhqNwGMAKgJNGGVS26a0W8OOwIIAPZQIBsCnhZtj321UC82dE4giTxJ6XONBWUSklBJnxojYDK27ZPRprLeKYdSNGPXLF7ZAO32IaGKJMgBqCrEmU9RCv4okCjS+2mjkXbBWR50+kf8chYloxpW7B09ezatMvJ3Xxs7RQEQxnmYWhzApowQzm3TzY6okhQ0s1/yYIPFTgZGywZEkuUfsHin1X/nK1/773/s3KaXixi53795988031a0XzlrWw0YWSIvZo4dP/m//13/++Tvv9H1fvKxW55vlarVc+mZdSllvlg8e3PvmN7584/qV42u3fvCDHzw/Wbn7XERV50L7+/uWvZQikLOzs4ODG5vN5tw4aw7QboyHiMwh1MomYARLQqn087RX6MRdoz1agOVLKev1WtKMxqqV8CqciMic3AlUQMzctwhrOznR6hsBNCV4FC6LUwfmAFoyLFDbfX/AHTPzbP8g57xZnjOzlrLZbFCyq3Lt/RervuPNTCO94ztOcKsIG0OQzYVkDMzBkKwkFl9nkk1KKZiT5onm83lwlcGUnKPosDdT4iDB6hTmRcGju1Orny6lDMLtXuVabWTmABucGvZpvHLWH85ms9TNRORyf9vKCBUtzB1kXqN6kcD1QHOyt2BCdTmqdmQiJlmIYFjMzezp4eLtt9++80tffrXZnPczd6euD1PPAeLkQB77FhBZTR1sz3lNBbYTSFS5nSKfHdXNqNDp8A19jL548NPG1EkVWNEPUGv7Zqp2QkVDhmgmdxhF0RiI6hSqkjuHOIwaMCcmZktw4XNjACssHmddXDnClaM7X/0KgPLjn3zyySenP/14GMpVo67rkd1gYkbsDSM+Xc6tGnCayBHf/uxny9l8/vW3rx8dHf3c+0e2efX//d3/lplne3JwcED75fj4+OjGlaP33sNcoQpaI2wKEdq/0T9+/PE/+y+fP3/+5Vu39997D5xwfo6TU/gG64yc57OjecqGc15iVtid9o9vUdobnm4O+6uY39Ccy/mQPHVgK1ZOzmgYyDT+M7PjPRmG4e9984Pvfe97vb+hZsYT3trQSQ1/6e61pKO26ZtGhoi3iZUtl5vVdFsskfm2eCX6HJuISN9REkUczG0GMxj8c1b39XyO2WwWzoBOErheJYCM0YULyn50Lba/tvu7FS0DU1DLbvM+4wVht2AS0RwvqNWFUxXinxlnwiTQ65PBTI9PHfOlD47JLDMSYcK26F6YQ0O/1gSchrVqRGo3HkaXPjgasj5t9TGJDbQ5jHpZwuQMhJyhioCr7J3UXrXowd1bms8nVCzjg7/WHGZmTK5HbQwYh7Fq/GYMX3xd9gGAxisJABAQMw++HdUF8w61QGTUXz1zKqWklF6+fL7ZrNSCBR8OcJgaJCzp8OjK3pUjghA4kqTVsooUoRcG1aDyJVM4yikMjNq8rT1nlS0GRDYiMC2MoLJqZRmIuFc1WXZEVtxHGxdVKYUAVyMwkUc+agwiUKOL4pitSk9gBBiC6iiu2wn6bBVubeQRrTPC5Ari4skCQbjmf8iNiIXcx1pxm5SWEwd/TVxs05Uaz9TYCiFMaRCZg5KoKosgEH+1RYJv8zMAgJA2FpyGYaUwmVlmACYsxT0F+EvzrO/TaNZQA5OaekpSjNWRZilKJyIuPQzDnXffuHfvnhaiJI8ePrt18y1mH9Yb6ZGULROAokPXy+Mn92/cuIEZL/bk/PQk54zVOQAayvHewfvv3vnCF77QXbn2+PHjv/jhT168eOHD6enpqQ+b8/PzylKjndm11ZqePVufrTOLsYekHvPx7ekbQ4qIzNGVrs80iwhHhFXdSfOQN2vZ7wGY2KTrZIWwtRbDLWq1a1wTEWHHsZucfAnrJcppyDN3QkTCHSfntCAiyjqfl5wzM9uwyTlj+cLdld299sGsJZbUxuEOeGUnptp9TyNU41NGQMpZiQsRiXcow2qTiWjJmjabeZLoV9t2Lzh13WzuayulpMTDMETTB3+dMN2euaDrDI0T3ettWwNW9w/1fdd3/b6kzpm4S7ob6R/n88IZc3dqBadmxrVbQ5QYbV9OMPiTRQ+AvvrlW7durW/ur1N6QOqzDpxSSrH34UpAZPYj2exwNSs1ehqmu3kzQHciEGQOlPp+cwSJqpxiAlOg1nZ0XigzkLCE9xmo01pF5U2wN0EZJkgURcEopFxN+TMnr5W2rsWYPb6fqPTm7gOnUsoL1b7vD959+62vfeX2Zv3q1auH3/2zjx88WJzqer1+i4lZ0uAguJqMzMNVDo9xjQnMiNnXm5TSL3z57S996UtXZiYiyVbPnj3bZ9/b29tYd3K2+Y2/+9vufv/Bxz/9+Id95++///7i3SOYYTgHoH/0gz/5kz/5sBy+ffUI52f3/ujPnj55nnPWIu7eCZnZFcFsNnvrjeP+6lzgcNczyFBI9oEZzjyviwAAlajaXq+gaj6ANMgOFjOxYu9f6Z4ukDarnnlARwAFyRQxGgWXT85srZBN0tS5j7bdaP+NG1L1cpaqrTUkQnTM7LOZq/owoKWr3ClayJRiw5pgjkXPzESVINrdi40qcAzJyDiAWp9rU1twi1+KzGD9VKNf2eYNds/X+HPbpbigqh06Ms7WAQQetGbCWpcQ34EuXJYSly1C7Jx3boesaizbNWd9tz53587t6GxzfO1P06zfOIDWKtoAZ5Yxs9/GFNWBO/G5GMSF743+JSn2SWUi3nlqZmZyVY0m0A2uU72I0ZEYE8rc6qvCCrwwg95wCFHqHPp+nJlRWlYUZBQngRoO5/Xt14hIa9MUMuJhGB4+fHi2WqqNsovdLZBlTPPDg6Nb794J42m0P6La36AkJF7PjpmxB+9oKAEWEXUDxkWs1SGxsaia2a4gd0t80VGZjtka5y41SMblKGnHYhZct23abRoXDHO8favXNGgr24rsWc0Sm1kgb1gCOxGeCgEQqZCGbTWFV0+SCaUGOxhgZxSvCEWuNRnKzKE1NJgQJglWdrg1Mql61qKVEo8HoYoLo9iNRMS1AcT2aBMnNWskMs5MRsimgYYHw1EpJhgs0qXahDjiz+ERRumGEoAhWdd1ZoWASH7duvPmx/c+JRdxcJEHd5+8+/lbUHP3nHPiFI9qZgPsbH2Wun7WJfLN6vzVzMTdkf0bX/76W++8feX46slgN9+4/Q1Lr169Ul0uFos+oe97gQA46A+vXLlyulz9wR/8wf/5n/+/S/FUizSIOfjgqqSO3ZBqOb2ayJK4lxSUGlACTC0XHciciBJt2Zjg0U0cVEuDISGSrPorDEIIXwZAE/mFMQHUGjEIQCJdVAIwsbl1NGPmkoYkKc3mAGRvz8wWh3xycqICVT1bmao6kbqRZREJ/iEWxN4Luqyxx0JVCk1buDuFW9LB3XPtW+pSNEteDrmLdlVkAOZdEjGHMPUixhw8mlHDPUofmhq7o0iKFjnVfafmlLQwOM0OZ4tFkt4BRu3pOVE228093nCUZduT0Go1Ir0e7yvB3D7t5Pj42L/07ttvv/1kMX8BPO8dQOnmRNQpCnElbdbgxeDxqDtQ3ErMn3hKyWsegMxMwsmkWl2BlpqJsAFVP6yhkj16m1JpEIgUnacdVCEQ1a8lomAQ1nANrB4wa6Y8s4z2lwJODA5oLYGwibbuVfNO/HUmTqLuGXTSL5ZGS05+9drVv/c715j3M1ar1Sf/z9998eTJ4Wozm82OuAfAXkUn3LlGgJgjnkvEoPV6/f5h/xu/8Ru3DpFzhhjETWQg7zkV6WbdvJTy7NX6zp07B0Y3F4tnD+7+i//mD/e74atf/eo771z7zu///tHd51e7qx9/9LMXL144oe/7fOvzR0dHcu0WgPPzpy+fPTu//8ny7PzBwxfXrl374gdv8uFhGUSOrqc817VtVq9EhInNjEvBMFDOKAUykFtiM5iB+76/OuhX335j/6NV3/dn/Z7QGHmNKk6y1i+Y6uwR4K7OImOQL3ZmyJQLZlOzCxlwo8jsghrvF4yZWRJJQnErpbQojro7nFVdSXPOZuXg4GC0MYgodVTKThZ9PCBVrbTzPf5pNN20uJZoCEJh8HGrK5wYTFsqivpE1FgbJxbhhfOILSzeI/qbcPHM/g98XTDdxsTT9GHH2zKl0a29fJ+KgGyaO9YEu6JpvOf4czMT65EjHm3ibSadLn12KovG7sZEY/PO7WxMMfUjund8nyc5vhpTvFSKW79uAlKMP7HI6EzGeCJs2Xi/2zh2By8ePai8jbzef3wiM3v16tVyuYybF5TAuEXGg5n7rr9y5YrwLKJ9W+OJ3c2I0tTuRDs18b0RsOCIjVE1o6gKz9YF1bft/loMsv5MDWNKu8u6dULqToifPaXQD42Gxo187Gg82dWN/sjMxqz76GjlbH3ftzh04O0m4dLamSONyx1cFr6TCKaRa6JZaTRd/XiN0W5EVzvzRvQT6m57KLwhU+NXAXltgIJKkF71KVmUsVS5xdV0JUTckR0aJYlhjxFAmC/SbC7p8sgsAtgAADVLEYcFJI4Z4/ad2z/78YNuTm7y8MHTz33+DXdXzSmxqndd1/WSc/ZShtWS9whCX/36F37v936v5yMA7nr9+rGT/OWPf/L44fJ73/ve0wd379y588adm33fHxxcuXr16s39w/39/b3FbG9/sXf14O/8zt/iwyv/7J/9M1kNYAzFYcgwIprNulJKn6jrOmQtpXCfZt0hYfPxxx8v5mRmJEKETsAoYhDhQLqt80Bh+jJQnJs3ZlqYWdwIUULNDjU3KJhpqiUmK41GvuXUGsy7MxN7Infn6G3hDkA6TkQ9n+7ZogiVUla5FFUguTtBCGLEEDKYwR2ImhGPXLL7WEEMwMN0oB1H1t0NFg0TiTSDuq6Lbx+yNueJTEFodIY7Uj32rkytNHcX79pft2ceACGllLr5Qd/1LMHduHXip0q0eCSJoAGxinQzMzBRALUrKBKxCpnZkzR788033/3212ezWX+092KzWSr6vndSd1diEVEGRDhiMyymytuTiUKkzJVVk8mZnImYpbYojb7ABNQeG+ElRNqsSi4R2p2lSB2KiICiu1Or8oOZkVs0n3D3ih6rMT8nYYuytQBWI8x0BxBpF5ZtJa/WOlCxSVseZjZhEi4EFzqR3t1f5A0RzYt5ojv/6N9/v+/Lxz+7e/fuw7+6e/7q1Y2Bu76bayEAOfpH66i3Fj68/+6df/DvfCvnnMur1KUuWO6KERHN+4H8+vHV27dv37z11nf/5M8fv3gqIknK4vBK2eQ/+tOf/vgn97ru2rDfPT874/lB9+7x/q03zs7Ofu97f2WfPPOjp7/927+99/n3bzHPz169ePEi/9GffrJcPvzvv/vhhx8ev30b1OWzM3fveUYGlKw5Y7Ukd9UMOHMCzLzEjhqGIWV948rh24vTnDcP4ezmECCgjBUvGmsU7hIz1QhP7TTfwNoh4iOfsotXmyR/xd1t0rcmhGlK4u40X1Apul6PezhkQilFVbtOlstl38+RgD6YvUhEtFx0fsZk1kRVb/dwaKZiWky5Ynwb/1YNWG/P5mhejInR0XC7YNROf5iOB4DC1bRmNbGNNl34+Gt/Hi2eyxi1y6/X3nN85MmFNjmC5o6GPvcL9xnDaSOU8/J3jaltd+ca+4wjNonEiJgFcGUn0tYmGVN+O9TowTZHBxAwycFtE+jUzJEW5R3vSQh8yPgggdnampz1q3ejoWSgyoRnaMh1d3YiQF1LGZanyzwMitoreZwK4U64u3J89ejaMXEnIhaNWcm2j0zmNXReN94Yk46QqrSOEnY53FsTmkFZB4woPWYjpBGRfWmNfGwO5nWGJHjwiZrycWaGwqxw1U0AaqfaEnR1zm4gYYAETFU1ewTqymYQEeYED7RuneIKC9GAUfm27QrDoltxjR4icj5R42y1jY6pRm0KVXx8NKikbcWfFoc7pVZR1GINbM6MaIdRp7FCSjxGEvtSpv0pRlAKV+CZAg2EVn28JDLbs35GyawQUSIWQtQdt0xdoA6h6sRJVYkkpeQ0fPGLX3z24BWRq5skyZtN3/fuqpq570C2mM+GYQ2wqlMGEa4cX/2lX/2VT394/9mzZ3fuvNnvL/7gO9958ODBX//1/fV6PV/0h9ePnESdTl6dJenfunL12tWr86szsK+G5b3H9xf97Nd/9ddmXQ/AyVQ1G202m1enJ33fay45Z8uDmQ3DsLe35+Vzt2/fOjl9KiKlYLlcnp6cZ1vrcJZmMy40m83geX9vf5MHs6IOgXDinHPP4lZm3AGILoFmpJHdd0updoyIU1e0SORDo3UhyOHRnqsmX+Ik1Pw6mxlHyFGYZ714LqXUPxU21StH1/b29jDvTk5ONsOKUxgDzeGb6AOeHp4QjhVr4o7K+RevApjVyBkGG5vqmpkRG9RrFAStsPNSCYJveVICQUiN4EBEurQQEelmYSFHuWucyuZqI7owM+/oDEysRm+eFlUjiZ1l0/dd1+1/+M03vvjFPxpe9My5GKRTN2URj8QyA2xMLMlUwxeSvvM4IxTIwKoPR2+yflGoeWEnSgpmrsWvgJmlaLMRppgH8YqKSHO6yIGOQeTRercV1XuLDG6fMXYLUWS61d1HItPGKRAJaHfTqNutYp0AoAT+mSpbqblBkoKcxUEl+k0zp5QKm7vfL9mGYf7mjfmdW3d+4eeHYaCPH/3ohz9cPHxKREdKKXU8ZBbp3Eop3/7wa1/4wheKvnRY3/dEdPXq1ZOTE5Ju7+DK4dFRKeXajeMv/vIvYLH/7unzzXAKYJ3LMAygxLPF05eblJDlcN13R2+mDaDe+d7xyfJ8GIYM+r/83/8ftH98dHTUmanqLx7d3Mw21589+P5Hd39hxvuELh2H47taLpM63FEqODtmlRla/OzsTBG11jqbzT6/d/7gwfMr+9fY/Sz1sbZkQawDmyS7rEUdzKwGumgbXAmTHa8rpBi360j2HmeCqHI8CXeUBF1RVTdVrwRM3jKYQI7q9d4TR0smotSRqo4Fjl5jD/HVFMonwNfjBWYWRqRHAqupZA6CV7NglJzaW2oZ4TG2p/IJmrA9pxKhkYbtmLxTo3D89cI14yy91mocr/8sq+5veE0vmwRlJ5nc3QVCC1tcCJz8zd/i7h48Ay2kx8xuBXCmIIlCS+uO1Bk10zQOknfJk4m2KMztBRP20wuW6GdZ3uOvlZ6MMBaKESI3FW7/zkcmGw/ubnkYtJTN0lVbyTUBCB5Tdr5xfOPo2jElSZHVZJ/ecnwEA6LHqQGMoHKLGZA2LfHVDuZhKH2fcGFwlxbltXuGg5JMZCQDCiMvkufjxVFoUu8UxnrkmtSZOWS+cwJYvAsOrGpzeyU1MTCcKBaOxtUkqDqcujDhedwYGVEYsX2kSLxGf69wrWq4lyDCQdQr3HkDbo2h3AtnjWEOF2K0Ag71DIyEPkqAkYuIGhmQGGZKQDS1o8alG8VhNf0WXbYZi342623WI5GFeQ5SF0oUHRvaxg37qZ9BRMjJnRKnsinX3zx+9uyZ+oJTuvfJp++++27XiVthm6FgKDAkA6mLbazrO+r93TtvvXX9HTNbnp398McfSZeJ6Mtffe/4+Hjv6GgYBt141tIpv3r+4uo3vjKbdxDAypOnrx49fvH44bO9+T6REpG5MkGAeT/b27sR2K+u6wDknIvnlJIO9vWf/4oO2cxyziISZspmtZ7P58PmLOccy5BV3X0omnPO5iklLX56eorsp6enRbG/v79arU5PT7nrV6vVMKzRThqZWd4Y8f7+fs5FRDoWVYUrM0fNucx7VS1lALwndPMZl3UpxSAs/XJYeyFx9CxqfPP42uLg5nw+X0s+OMABrhBRLsNqtSo5Exm0ECHapbfdE1EBHjcHhcc7jQ00gsr4nLmPkZKxHRdN8DSYxBjasXQ0YRebm4wAZk/zbsHdVW/ZBwMTSUQcpxK/1oNPDr+PsHFnTI5xhK+VEkFOj6585Stf+as7xz8qJyd933WdesfMJWUVMVApJU6SCAdez4lBIBE3I0EkuA3sI0N/jIfQdcncIBHnq+QsUeKTDESiRGh8otbYb80sO0AwNRERCHnEYlsKhllVk1d4ULTE3oo2JlOPkg2bdM6o6L0A+Ds5OOiRlaqeCPGwNeJrGTW7uzIU3nddJhJKABiwUs7M4dgQZO9g8ZXFV3/ha1fON8+fP3/6R3/44vnzq/eHRdd1Jyff/OpXbxz2e+KqxCxJaD6fv3nnzhtvvvnJT++7zNF1xLzcFAwKPWX40dHh2dkZa0/kWrwUZU6qvukXOuvON55zprOTUsqv/OLPv3r16k8+vtsTrR0vT07D//4ByjvvvGPP3/jxJ5+88+Dl/uEtOmZStZIFJqo5Z9JiqiltoTybzWYYhiiVEHLV/PYbKKvyuDzJOZfuWt/357xHRCUqnVueCHWzBSgkyIYqKVJg8i5gsCZGQ20ONp4FrjXpABrjV+Td5rO5yOnLU2s1evUTWsxtQ25WulnvXusCBCRCmwao2tpV00xWs1NDy6p7Ns/mnQFwrm0XYmdiPLY7gKdW0YkR8szbsNmImjAzb/ApoMIYPsv4+5tf0w9ecO2mSm4iWyygEOOV4wRObzuOrdoWl7qEj68LeC+riMkpucqIXEdbja2wCrNCK2QmRGtFlbl742Jjmtr+zUzR3aq7185Y3Kq284p3gHSJkZuZa4X4tjQZ7HDzKG64aDEwq+toAY/dUMwM6IahmEVZYQyYAAQx72Kxf3B0ZT6fd10nnNCK1dRt5KOucXFCMWXmsf7ptQvt7oLoo3NxaZoeCeUV9O8V/NqeAmQuhOKqatFyrWKHgvO5dn5HRGUtfGIe6/EBgNiJvU9dznlajRt1fzFrcRSC/UG97fnoSlTrdYACJlbS+tVmHXXZcsQUQt9Vo9+81aY04zio+ERUlavQAQDTGpV3CsYlci0AjOGRnQBYxuwz1eaHzYVQVU6pxrRjG0RksW17rbOz3XjzGfcdZh2ESkoUHNqdWWRCoig5moUhTKWuY0mJzGA1rPT5L33xk//u3nyxjw5afL0auvkCwLDezGazkjnJ3Eoesq3PN/vzg71+1s0P+ttHt27duv/w8ZMnT9SJQEx+vlrSvGNmkTQMQzk5//rXv354bU6doe/v/uxnP/nZ06dPX6xW510nkY/nCFg6EVFKITjEa6s/dJ4IlObdan2O2sKec87uhZk5UdZhsScyaEpSSulpZmbzuq2jvFzeuH0dwGKxGIZhPp+XzZBzC7PVSiLknDmJiJimk5OTLs1V9fTs5cHBwXq9PDk5cafFYnFyfvLixYtrV6+/ePGClUTk/FVJZJnIzE7Pz8/OzvImz2azL7z/+ePj43XxnLMjcT+P+6vz3nyTixER1ufL5TJv1mpafBNuYtd1tfK3CrH6T9C3eFD++paawz16MFPkFCMaV1FTzGpKrQ0aJqAEd1j0f9T4k6aU5uloPpur9O5OFFa1p5Sm1CrjMQhVNPVxicjgDo/6LTCHQjZz5X61GY6++aXns+55pyJYd7OBKdpFu7MBxYMqjCOczMzV8yVTuFXDtBbBjNxp1JScuzMlVa39AGh8aifylFICVDXXqh5nh9NU+pIToo9kGps5AJ0kV5MajkP8i6pdHKbkRsFCNFEzgaRU79tBdada6DdieEUk56wTFFHkhUuEqES8CRRjMfYI6wwMAAPTy83mIbncuvHWf/wP3p/NbvzVR//Nv/gXv/nBt27evHnYnZkPi9S5++nq1S//8i+/+8UvPnv27O7HTwndelWY+fGj57/7X/2/rl0/6Pt+Bc+c1FCUEQlSxdWjq3tXrq/X68HpxbNnV0AuSfLqaG/vt3/h5773ve8N5+fz+fys2J07d371b/1KKeUN1j+/9/j7P/7p577+LWTCYJoHL8VzIVWGhcAHLFter9dn56ui2/JSd3/v3Tf+1/+b/+VHe/zd7373T7//yV//9V8/OVmY2at8VUTWs7m7UxhpVJNsDpAFfyRGK3q6XQOE3jRQ1OGOCKTRTKzXj/923QzA4mB/vV6rqhG6ZoRZ5Ercz0/PDg8PRWq41h2SqLpQY2xpUj19wWIgIjAZvNZxlxb8I86ex4vZt3ZbfYrajdkBuIJaMrGhl2I3wn3SupcqgeQUGjG+/HWhvgu/Tq/EBM87WuFT+Nr0Dq1J2k5WenLBTp+3yfvcPPFGVDuijC8O7/XByMtfhxq6A7Ums80TaLyXkw3g7jJhRvZqGhJRQMeJxaOOCJcifGPlUPyJKdX5rwnKUShU2rxLs8zViAPGCCgAZnc3NlgujuIoQKKGQ6VEXde9+4X3mbny2MVTocbAUAmZUeDTCMJk6bfTmKIu1bemj1c6oSqvRotfIO1BADeZIGVERDWPDJeQbcvEij+hi7wDUymKCXhBIE4OF3evzcsmn0rMdMEbIXjr4xAzqBU+yu5Qc1XnrkbvwGMJCMbIbvyrtgVWtS9gInL2EAtEmCJW6w9OQcJUVGdcTzqITA1hKgH1GydMmbvH0Mwsyis5ji9AzPu99VJ6diZLDGeiVMkMxzTH6L04AGRlksRupuTERJu8+a3f+s3f/1d/qsRLsyfPXxxdP3IHOZGTqhOJobi5OtZD3j+8Yop33/ncYrE4W66fPHlS97oTPG2Wpe97KsPJyxe//q1vfOtbX+M5Qfzxs5dPXp3l9WZ1di6sXeJcMzzRswDjZnI3ZnI1aYZgOwVCkrIWM+daBJMCQ9Z1M3dPgf805IpMcCI4VR6QYVh3Qnlz7u6pI6+koFA1g3fCRChlA+iVoznAzOnq1ds554P92Zu3b/V9v16v5/N31+t1nzCqbctuZt2sZ+YND+6uQ16tVr0nM9usM4CsGIYh5zwMw6ZkAF0/X6/XVvzk5CSvN2a2yufDMCxPT87OzticmZenZ6qamFJKjlyGol4Fa7UPzDj1qeuIEa3AhF1qipY80IfCQ0AQvMFUNRQBuRM5V245lpRSPztgSc4JAIsELIWINDngtUlHE0P1b59RjjfNiQA4W8w/+OY3nt1543SzyTPJQGGLVoeNncw8ImFMsS/ILVH9KkR9k9fmTmhJBxEGjIkF5OoOhRmiGaRbeGyqyiBykARZjFNkdyZ937cFJXACJHZgVfDKHFQv4+YMZy+pqmpmRI1PzInXsn+HA4lAVCsn0U5gCLiprUxETZ4IEBHflsqJjskiILLAFBMDKDam7PF4k/dT3yH//N/5zfzjjwbJ/V5PHXXEInL12pvv3Hnzzuc/9+d//qfzRU/RidF9VfT4+Hhd6GR5fjKUlFLe5FKc1QBm1y984Qs8P/qLv/iL7vh4IbL65JRZjlOfc+bN2c99/p1nz86eP3/+3Pg2clcGMSPhYlqoL8pptTJVVqOcYdm1yCy5u1kBFTMLyLmqUhI1BVikA4Cf+7nP37DP/9rX/qc+rF++/P6ffvzDH/7wT75779NPP73/cp5zXuEgifjeHEChoJqaKoApOXPs2Jj1nSIDtKziVMF4JU6vTpa7i0jf9znnUooZzGzuDEfsnGG1XoIWB/sikiQqMT0l1gKgdd6kSuM8mg7joUgp7R3szRazYXW+Wq1qxgsUNEnh8hFFL7YKmWrPVc/g1oJs9SxqTmTTKpbxPFbGIPFxADWpNknRTi3L3f0J7L45/hob97LRdvHlO2af7xo6MdWxM3c/xsB2eBdeo0HPLNGisM7gv2Uo9c5Nv4/RXxtnOAZFtdxhK9+oBWcAjx48NSYVTV9rY/Gd7Ep8bBz9hRIHI5BHfLGMEsCnPDTOhNrg1iuqbzDfNItEiZhIRCT1s3ffey/N+vHOsTy6JUzmtl4VcTjdkHF/s2jigNrzqfr26CX5pBtKncGJlWgThhGf7Ki2Fdn94rp45IubQ1J3YKgaJxYZ+w6bWSFSDsMM8Ism/niizSwIMhutCbs7kphZrl6PuXtlS0WDVY07v/aYq3gAOLAtfwzM4g7PWrw6ltA4TIzQOK0JR2QzgjSHmUNua8RKqgY1tHKkOm9GIDKCOwVCLKZYCAcH+wezk9kMnTARVZbq4mjEY1EWYN52KjObR/u+mBRIkhmbCEE3w2oY+r1nT0/uvGWLxcK9uFPOues6SCo5D4ZV1nWxr3/96zKfZ+DatWvL5fLRxx+v12tnn8/nnPqjo6MvfvDez33rG3duX5ndOoANYH70+OWLl8vHj58yJ9NsuzV0UZBSUw8AHF3UoMTxqMZrxH5FvboGdVdDHFTZXJiJKEXljhsRhEFUcd9xnplDuwZ1i4sQtPpn0iUzMBPgRCYuicTMhN1L7oW95FkSLWsAKfUlF1MQUSD8NhxlPjTb208Ed58dzKPibza7pqpd14XD1ArFZwC6+QzAarMkInLbbDa2yaWUVnYwnJ+fvzp7kVJyp5OTk5OTk2EY8qBmBrOzs7Pz1SqltFyu1+t1oIJmJLH/cs6aVQGRru97N885F7e+7yUlciMGM88WB2H0pJSEu3YCKKqu9DN8fW5VbACMakDOxpSZxaoQMeXjg+Hq/kt17udBsDJSw0jFbTijBSRGeREBxV1xTxPcnqpWu3QywHAAM7kzxK1W6AmEoD7aoDSeiPEAB55v1MsyyjVmdphZCXw0MYilRvLI6mJW/6zurppLAEV4n4lbB9KUkqqWSZkeMFYBEwABj27l9KnH5tHMXDYbAMoEYKF8cra8bX6w2Lt6+6qL9/NORDrTlPDWW2/N5/Mf/8mfP773aNYvgMCFcCmu8GzIjsF4tcqkhZkNpe/7K1evdnvz87w5H5bztN/v79/4+le///3v77Olvdls8NlcPnf1+O3f+vZsvjefz++engzDcPL4/rc+9/Y3rh67Fjd1M8sDmTkMrkEKnX2j0MePnzKzeQnWJPNiQLFy9eotpIRyBnf0Zf7WtV96+41f+g9+5X92Sg/v3fuj3//RH//xH9/96fLJkyePztelFO33+67bdB0A9kkIq06au7tIsi27nk9IGWxrO12a7SA2ZGE29MKiqaw2RFxh7A53HzD4xruuo67ThrgF0GIcEWVvZHItvTv9FuYE8Hyxv7d/ePL0qVcaiXD0EaZGcSIir9a+okH+mWtgiZq+lKY2LptHo1kT8qp5FMEMNQlrTRB145a+rOEuztXkNXp642tqSuJScrmxkHpryeqjAUtt5BceZ/qN29sG6XHr7eMt7281LRtxLjar6Kx2WlMD0kxvGc8+wrNe/8hT0TG6vlOLB6ixuukE1ugNbX+pxq7KaKm2oqI6n27GTu42PrePqX8JRtJEkLfefjf18yqTKbnVBKKZczDbcU0jRjEvgeEcLcim54BqBtlapjR0ZS3FqwOPutHWtnGqytFgEoZI0SJi8gBqN6DGsTcaZ/GK0gqtC7Ddk1ZXw9GQ6a2LWMCgKcxGd3eubL7xGMwUDRFqiswrtiFmXkQcvPWYwiUzD3ABtW8Zn2ik5AkAiICIWEmJGgeXg1ttNXYZpwE4kTftEPstujFtnyUCBmO02NnN1FyElchBe2Lznvueug5BgJWUEwCh5EGiWxPkpHAihNKyhGzaEShFE3liSqb+9jtvfPTRR2v0i8Xihz/8y29+85upJzPzSIIQpEuDQ1cbffL8S4o3jo9PTk5Sx+997p2vfOGdnLMBKaXDg2MiKrreOzjYO9qHDWfnq/v37794Mdy7dy9rc6dGjMVOiGgajwzn1tq5oJZGoDod1Ulkgztx7CUxuIM4uXuwhLcaVaIIt6hSktElHb2QUQwFxaagcj5Bo0SmFgZ6jW9HRk4AhBdCLNRyBFprV+sDdrO+tXAms8JOwmykzOyWSymqG7SzXiwnJiy6/W6vdirH/sGVq+8t3js5OSHho6OjbDoMQ3WnSn2QnLPCRcSymdmwXhHR+fJUREq2zWZzenp+fn5+fnJORK9OT5fLZc55f38fwLNnz7gPdMWwseyFvDGcdd2MidlARLVMKiwZ96LFBSklMycmtpaUHE1ApgprI+DqoR7ubQRdJ8IJrhFpizRccFpIIjNLBnNTuBmcAoOydZS358c9oizMKcIx4xnzqird4EQMYdVMcHYXkRLlscZkLI32E04BEw5PnRqqcrxbcXPUpGqkwrXymnGcZK/RdHTEFbMX3nVFZNYKNSJS1TEAb42kym2y6VuxMIgEaq1CZRo0DSiCtqnYbDY90ywJLfb6+dy7YszuOB+Go+Prh0fHP/34wbybh5FKSZi562Z9n06UnZN0ebU5u3Z0uFwuUyJiX202f/GjHw0mOWddbRaLxdLsSx9++OoH32NHZ+SOecdHi4UwVi+e3tpsSilf/PIXQV9aP3yolkkj9WluRmIiZKSlFLV8dnYGinoyc1c4VPOgULerN26CGMJIycXgajoA4H25/Y03//57d/7+f/J3y4vN/fv3v/tHf/2DH/zgRx+9fPDgwdMTJqLN3nUmKmFA1FmNtTWwI2ozJ1EGa+k197atJ1jVtuMopQTilBKrD8MQuCpUsidT1fPz09lslqwnohIwFe6pJZV8G270Fh7YAgYCXsHdjJmPb91w981ydXp66rDWdoNiN9YCr92EKbVa/pSSu5dayxxYfb2UPA33rG68cTtNpR/FCBuB/2XDcfrV4wGJ4E5YtjuBu9d9ZHKyGn6rjq3NfBvM2LhoakuNB2H662vt0TH8ZLVNMU20CaKzCXEQJmyXexK02nntGqxVSU3fvDAbdTojGNiov4GGyKzmtYalwk0VjhNOra/3+IyjkefGcKlZWU7EfOPme2+99Zb5IH1vrY7bW07fycZ970RgDtPHmhQavzpqZq0pHpqwH6eUsql77WIS6jtWIWw2nQT54hVIhyrrQh5aISIyAWDY8QrGkdTixbg8ZDWTN3dtWuTh3MJwY/zUjSW6dhlDhDh2O8GNyd2Y2JuAdXdyY3jXdZF6bvBsA6BqYYjHqeNGUQeAIpErTuymgdKDI8KV9YyHJopdEahemjxm2zyxt6Pashp/8S9Rax8QYMAOIrK3z5KUGSJExqWUNEAA9EgsbMhNU4zpIXI4G4FQyJm5m5SM3br55smr882LlZm54+zVyWz/ijYnKdqkleJq6Dz/q9/7159/9IVbt251wZ3GNp/PZ13n7kPZpJSOjw6Pjo72jo7h/urs9HRpD+890sG6TlTVhAzOVonsLwimHYEbBBbVSQ6sQBjiYJaq0d28sea08jWLjT1aXfV2QmaaWnQTY+R2ck09AM3P41ZJPi4YNfwBQZiIZcq5z1RLeCdOs4Vn7zVB2bAFIgKBJNnubCLhyuZKbmFAxM3z4LN+v1jerLNaNlWSrpScUgoBA+GoTuKOE6e+T8x8cLRfjbNShLsACAIwQ0opElXUolyqmlJar9fZtJSyWm6Wy2UxXa/Xy+XazLTQcrkEeL1eax76frFWXS6XDGyGjUHMbBgGALPUHR0dna5PiNnTDCB0lFGcUEzNGIDz1uweZ5WIgpvQmsnlzT8efx0/YtMKqSpWyKqAgDsXA7jmXIyQ3cCIBBmI1HKkNjSUlG/TGfFF1ViLxA3cUXnbCXAzEgoTcNysPhGCbfc64Aw0QWBAcLWTuxfTKAqjxsurpiLCwcg5jVlWoexEHiUOdTtXvxAKJxESyXsLns3OYX3fOw033jzakPzgJz+9e/du13VRZUbsRYcvffkb3/z2tx/ce/Kv//W/7tLsymHa2+uuXr364vHDUop5Xq5XxTkUuXlJXco533jvcx999NGBUc6lvzKXxRwvX62fPd9P3DFjUFVFrEtxMnM1bs+iZgCGoWw2W4BaRKnV8pr7r3/zWy8PF7AB4kigLty2WoRedIMFqers5uzdW2+/+/Nf+of+729e5J/97Gd/+Pt//p3vfOd7P1ienZ35wa2U0tDVOKu7B1dRHGnYpD0j6kGOVKwIW8Peba2Tak+Iu/PMAZQhm21jLaUUM9uU3A1dpG/6vu/35iLCkBDazZR5TVxqjCcBEO5UdTabhd+4Xq/dPXpdAjCrazfuh4gYhogLCrFgFcmmNR6DyYO4R0lfqyMm1ap4RuNvhBmohv1xCY03sdimgA1UY5SIomzrIqJj+7zOpph0ecSIzHP3sAuCRLZKgi1XacxiwzU2vOBovF6wJsd/L0cc6/PzBVVTIyujAXTBiGwXsk8oU9GM0ZqVjXeCZ72talsXYt4hAJ+K/UvAx4jARY4r2g3YOMhA5kuYIN3R4eHhrdtvqZOkOTiFQWM1YxhyzBMTO1SVKRHClxwDKzsZj6mkFWl80RNo5uWQnkPjadw90ox1hidGcGRZYmc2ivLIEVWXnoh4LL33iOeJVyoxR9PXoO0AWu382LshjgNqbJIB8ohxJjDIzJQgQALQmtpxGAmquS0oeQuN1dkWVrh5ERYJYjwYOSpzVAsnNTNRtSJuOR6IiAKHPU6auxfXlFKNbBMH2AqEYuruibuUkuWC1mwmwQ7ns/ksJ3FmTiltlptSSgKLuyuzM8Og4U9QTbOFu1HcmQWamTjBmUjJibzv+69+9at/+C+/w+mg6PrTBx8f3fgSdR1zx0zqKkTZ2lOp/vDPvv/XXTfrqxgioqGUUkrf96q633e3b99+74MvfPGLX1yt7TWmXRsAAQAASURBVNmjV7bJYiDaKRIf3dPpdEx2du1CBmnnGQBHxXZ4WTVir6pxVtEsYxFp9LdbEcnOiVLDhZiqJg7UFKCBvSBv8dWd0+7Bg0++izthrhVWGEkjQeLJzUHGHCqtcoaNONnabKOZMkTU9/0YtBs3hzdQZ2x6AiUGjARJJIGp64UmTqEiqomdiZEip1+FePD2mZflMseEmxUzYyYzLaXs7c9PT5eWBxZ0ibq+Wyxmb925FadrGEqMxN1ns0XI0GEYONEwDEEuEKnkaCs+nG9OT09PTl6q6gstZ2dnd32z0VUeUtd1iK5qnoio1Oq8CuAFkZGYmZVCRGNfja1OSt1o5422uLuXEO5hllVpXLF6IHbXsK6AKNOpplvtEekhaISJo//HFN1VWlTAJiIe0bEXQI0GVsU+EaBbTSMIe9SIo4+dBcBk3iUiKhOi3epWtBVHw+JIiwkRkTXcYcWcuOckNuvXw7523Wox+Hz+VG02myVP/eHxi8FfPHo4n89UVdjdvWMSsOYM9zfeuvW3/93fduoAnL96+sMf/rBL+1rW2QZ1Zua+7+ezfm9v79bNo7/6q78is2tvvlk+vT+YHyz2zp6/sMeP510nwqq6Xq+4UerrMLg7sY9G1Uo3qnq+2hRDMbgbSBUOd3X75b/1a6vVqu975IxZDwCcwvUJAQ24dMIQU1cthDN3n93ovnT7/S/92tf/k/N/8Od//PJ3f/d3/+vf+9mLFy9EDohQtrWZ9cA1fs2dVhxEcQFNPU9wJWIddxqkmy0SYzkMQ+uhWePKkd4qpUQOOIXxREEYFnfj6eZpigoh08esIRFxkMIAXZoR0enpKchyzpoLM8NCVKoDLjYRKzUhMgrP0Xrb0c3jt8agKo5pW0U7tai85t8IE0Nze6vJfai9OTWSXpvbnfrV42yMN7scV9sxKysKcEdBoFlOYyxwut7bEY5tzNrYpji5C7YdWgQmrJhazHEp2Dk+AlENDF62Kx3KArhNJYRtKzx43EWXX636gVQVXFlBmYPqNBn3+/v7t979QEScok8uh3fJtTdJmyVnN4pwj7dyDUxSMdTAJLUn1lYB1Q4E6uatciha27YCqYpIGxUZM3ynZ1M0A4o4DAkcFr0/PZIgo12VUkIFtMQCoWK3x/yJRTYyYrJQjdxdS/tGqmSyTbBTP2RE3u6p42K6a2LA1c1atLsBB8mM4FEdSTVME13aKfGg2k9gACXqgOqxCHFRpYpH+HbiMBAB5rEo7iA4jRXBUaPbGjQAAJGIXJnT/rybs3MFOrOql2IpUZdLNs8kgobud3eXSZUNvOs6LoOQpM5E2KBEfvPW9VevXv3Sr/6SiAzl1atXrzZ5w4nZQ0kSM3eJzUzFMpW9mYgElTEJUc5ZmKTrCEhd50x3H9z/9NN7P/rzv/jwG7/08ON73XzGgGomolg8c6VKcvYaH6weV3LQ2G025iU2XyAic0xuIFIBd66CphLhAlLRGyVYcLdfYMF5EWuxZb9rPwTWsh6eOBFEGEPLk5HWxATaga7ukjMUxC5EUWxmCAMldimP6YWpPzq+4vi4N8aoWsvN8bwAKLz8Ni0RupuKVA4igCaSYopTEiJqBkTFQYpwGfKs6w2eUsqDAmBhy2VEldVYgNuwPqtiwt2z9UzOVNy6jtMiiNO6/ujQ7JriXRHZ9HtPnjz5/l/9LKm6ZkrM6iIsKARSmoVZEKeFiBDxOSEnCrZlVYBZm70T8Y/wBRDBrQjsVegGjY1MgMZuSGxms8QA0LGpRqNNI2UKSnko3Nxmk2Mc5mB11ampEWZEXfF0B0wqMLRpWSYK27GYI1IbBLIouWJmrhiOYqoK7uDe7HwAMA6UDIGkJsapLauZT8aZhSnNTzcuIld5w3t758NQZv25pdO0YNsM8zkVKqX0mtx9zr6/WDy8d//P/n//8sPf/rvXj2/+7ONPROS9L3zZkf717/2rrpvbMJiiYy+bNbr+c2/f6ft0dHC0fv7Q3TGbqerDh49v376938ts1rH76auXB27MXHRgM0d2eCedu2UvYLw6OXX3oqLOTsnc8jAwy7psvvbND1frcxbe35/h9AW6N1FKi181Vc1tLQQsEjA6haoOlJdplr75W9/45q9/8T/806f/5J/8k08/XnVddzrvfYvarHECB0A1kFP9QBL32nRzewxD84WWCEeeiUAymycWzSuLEgN3MgdR8WJmDnGn2swKYxzFR9rznLNrTimFB3GBRpiZgRJc+x13Wvzq1atxcrUMy+Vys9m4e7RkZONxfojNvbFQNBW4zU40W3Yn/Nx8To++0lHTNfG3q9tTC/J8/Egda0u/tt/qfNrE6ByfayJXqxy5YJC1mwcv9M6fxp9DBQonq2YEfJeXEZiAtGLTXOTGG1PYHoYUTUx8nnT6vvCwW5M0/gTwpA7jwjWYjsGnfRpiH+2seFuu9muEDMMcQRn1TJ1MFyaez+aHB93e8Ruz2UwlOSJ5SS3N4+ywiCs3x4Z2l6l+lytHQMGBiTYJZcGX4o5B2lD/CnKHkwA10Vl7bHAYMTbOXlguYfRE7yKKVvLVmq1ZHXJDzdUEuTGYyCOqLRyBeSIOvVyKU0uwSktfaymQLjRv8/fRDF8aTduQsYmpGglhwnrltZjsk4rsdEQSkrzFU5SoGDjsRDAcSVK44mGTE0mYwaE3iZyZFaOjToE7j7PJYHcw3M04WCCskBPDRASKo4PDwz4LOzN3XQeHFvECKKXElfVsyoTWhA467txdSMl8Nue33npjk1/1fX9WiplJn67duv5cH3VddzS7dvP2NdfCPQWXWNT+zLvZYrFYr4e+730o0vdl2IhIIfPUaRlms1kpxZwIlPpuNus26/znf/pni8Wik8RAdEK2pj1TStP9Pj1XodenMrFWHiGQCTWP6UTk1lIb3vwXA4isWrhERA35BwBqMuI2IgxfoyVo1BtoRqhXF2MrF4iIjIwI5qV17/CqV6j6xGbmI0VCi1LwxDNu4q8+8oVQf1zgW6cFVUyxTqZIvEppwKG5RMFdPCy2nnA9wDvyKzYmIkCd4GBnJi5mZNyYxNNIOFfpKDUbyAkpBekAVX52dk6sqNT2IhLgWTcvpWz0jKFXZh0N674c9sJ55mTak7i7IhORWWTBreTCMgMgqReRaOs37ftJVJvw0giQanzlRFSP6CT9kcMwUriTuTOzOFLqKPCscDNTsijK4EbKnwGtNF1ENQpITsyTqMA0qICJ+owlMJA71maMWikSSwgSGvE0TmbuLD6xM2L5RsGElrSta701IwhA8ej5TOb+fN4DONI+d7N9U2KSvjehk2xKvOJOhTuyruu6RANzv6C9WzdA/t/9f/7rPZ7fvHnzLn/6ufe/8Ae//4exIUspnktK6fTVywf37l47vPLy0ZOOyE20X8D50fMXR9wdL/pcMk5OZmReSikOtQpOcTdXAOr29OnTzAqgOBlgzmo+FGPGN779CwAoUS4FyUEFJWObUOT2f1Mbu542AhEz9eECPkIn3/ilt/73//n/7j/73/7nH3/8Mc++QI30ZGcLNUah6bQDiIaT1KJEzOzVKGz8YQAJErGQDsNgpao6wM2h5hJRfqs9tKdxrNg1w7CGFXelmu7JsTGYeRQyo31Gk/Ql9/N9Tl0/qOpmWJmZWbFmyHKlK7IRRzUGv8dvn4b90OyAsIIrVW0NCtAkSl7RSNway4wPNd5ttJvRwkKjexl1oDY25tqaHdvY3nh8cOk1xepN77wTiL3wmqzdKFTHn3c/OHb3ami/xuI7DoYnf623R7N0J07/BRVWJ9kr9Ht3dBR8dWNkqqqqiWcARCbWp6Uk41SklK4c3WFmLHoj6npp6fioNayTwzACacSPAwoVKqRCQ42IAjLkMBCNYbFxQfG6FbmwTE2nBHnNVsWMa2pmxIhmbtMpGv+FtyINIDYbhIlJJkUbsOq3166DHpyxo2MGtJwd1yWLSl/aXaX61bHDDeTgMdAzuSBkVCgdA4jBsIDv+1g1jOhbg1rri1roCSISOJmyW+VGaqxDtG0MXXv4brtouwdcMlUPTcugRMIiklgYlIgTc0cKR/bNeuMOJ07i4vBCUeA9CYaH+KEStjDB3rhzM81Y9g6JqFM1M5Hk7jffub3ZbLwsRWSWhIhm3bzruqI+m80U3s9mEUyS+QLAfD43M8BKKTzrur6nUgCkWhRNIjKbzbtZH3HsUABmpVY8ECGqnYPNKDqB0gR3MnFNXANjHb7FFuvQWhE38tQmF7w2t9N6mWqMyo0I7F68mkc7u9nbpqhbw5s7Cbh79F9GWHVBRF7L54B2XB1uruYmEPItCmEqg8JTqbKytqiJgYwHbzwbW500vUN0VWlyewftO/4aEYBmX9TSrPYtNG73cQ5Sa0FI1cvxNvhwzzgG4A2UEOyTUuumgyav6qoaWnafMWWmA0m+GXi9maXOjWMnuAeWtipUGMiKR7mME3ttfDc1s0ZFaI0Wpy6ZFSKxGo8krywP1owwAzAU6zoJROyM4EzZNDCgLGJkKUnw/BXAwRbt1BzMRLVkT4haB/JQ/xFpGP159yjyiUxliLDYq0wJzuHe1/BJ9dqrqGDmwGmFzq3bGHVnaFPkjtqUj6i2DovKmLOOADyh2bn0N2XTzefXrl01s/XKi5mDICn3AuCMiZmvLuanh9dACf2iT/162Nw4Oh6fhJ29+JCH/eP9Td785Cc/uT/rHK6DAsjuKjLM55+8fHnrqFsXnSPsj+LuwSBBidhZ2czs4fOnVrv+wODF1OEKVbavf/iNdfjQHcP9+ntv4ng/AAmflepCq3eOl7Qmew4FlPDkgy+/+Z/90//VP/2n//RHD4au65bbBjGYnpF2vkKkcNvz2+PAzIUiHAUjJKpKV0Tgvaoja7Xx3Y0r63mczRhk7MARskJuVgrKxkyp9ZBlZk4pkm7jwNoAEiauhbtHw1DuEoDV+lxVwymiUjtjx1YDkXnePrCLGhoweAeMNQXVmFlrO7ZVyTXe3My7C4lUr7dygOAXY1eo6azPDPVNf5hcMFnpSV64pgEmNttrzUSg1mH4KLkms9oydyODb5zB8TBHGGknN93cs4sjR43G+fRNs+i5c3FgUxHNrUpman9P5ydqh6uCsGBGjoqPTvpZv7dPRFQhTCEDrZWCEOraAYAgKj+ihpSF2UVVVVoCMoQkEQWxlzZ9yM2eivXjKSBhQm09/TcI4ILYyKgyG3iQrhFNiQmnUyEtwsKO6E8WdkJFzYad5KPK225dom31dLgTKSVAqOW1x3nwyRR7gCHa8gTtztRIBXiabHT31rLSRk8HwDa8W0lV3BSBe6i2aUuuxg6hrYEbsKPtbmkGOhxRyNJS1U4MnyXpImLIEYMytqx5cGQRaX0AfcvPpI2UkpkDE7C/SG+//Rb76SxJYRDRrDYVZjPjngHTbk5EDupns3m3AJA6EhFxF5BPjDmpkQbr5rOoAOgWnar2kkQkat9UvLAxoDCoTvy2wJlNzq1FTrtiL5u8eE0Dk0Zj4YCrOjewLTvyMGTPwcnnTTPXD16IFV1KHEwNTZrEtEdL3ALGTkzEXEW9U8MZBHG5uwV8p/kSNRWlqlHR0dBaVOOCtZYwJiAWOzblOMLqSLFs1dIFSTGabjuiaieAcVEGefXwHC2JgMZBP70swntNk9m4TTlYndvu8tbTkCcGEBHBvUtpH55LxvkyF7165cCDItGRS436iIhaEVdGgSErxFPUMRXarkuLW5q7c5ccPjabv/h0lwUxUc65VgmRmLlqLB8TpEsdM7vaNBiwFQdBERcEax54eTZDlyQYebabk8jdc3RniWLdcPSJw+9SVQeZVo49I1CS2g6HRWttXBBrV4ZOqlS7Rgh6erTVAkUNPtPGDcBTSb3jTZ7xwXG6cphzzq9OikeDHhpEVLW4k/nzwVcPnn39C1/75b/779mrV0S0f/X445/9bJWHsCoALE+WZy/PWEBEp0KHh4euBkAcTrzq916+On8r0/7+/sKczL0ohY4iMq6p9eXyzMzMTGv0VA1uXoYyfO7rn7OFmRDYVezojWs43sfhzEkJFM3qLsZIttuYx7/SxKQwZEL52q9++e//o9/50f/hO91sj2gWIJCpxsUkmDFVYJNTE764jzVzNo3vgsG1d7k1bjAA6la2lDrGjKxQdyYDXHPJmwGWVVUqxQRRSpH6D7RAnOHQccQ7idFQnMxMEFWd9YsYds7ZZCilQLO58SRaYwimIYSv4L4NlJpHDKiejvG01mmOp0QF1DelvtUsPjllTW814cwcJHC0K3VH6b1zsiZVAvGr1hxOdXSw+yJzjFjFHWBFXdkwbuL7tl1/IrVKDK8lI00Cx+CJLqmDcTNMx3n5ES4In4nwDD+eAI8AB41g0EtTEfMcs+ruwhGvqULPzIQEDuY+yTyq7EM9hRKlSQvgaEdmKGhGSvSeqWNCzauOX71d3JYfGbVIk12V2Cp6uY6LdeG8+I4ODZ0Is4pGaoznREzmOk7TeBOLFgwIrF4UcDfYYI0g+hi9vrgliJyTA+ziDShVbx5lG9U6rKYVRdPDSwyydd+OwR2RABduL1ODWUBxUGlrnIhEOMjXiKjhk9RRywfrBjRqzGMUxDGVAsYKAeQSQibKQYiolySgrndJymKpE7gWHdhVoULEzCnOiNTqQCeiMmEhT3AWvrYnRzMYi7AVGBHP6yOxM7lw13WrocXqUxcBCBYxgEEikvrU/CRItAyIGGHqYod0nQghylBiqQBTJy2FYal1kjHbIQ4IrTC+UzdlXLwt9wZaW3EfwfsCh0Y6zkwdGlNpMBFRuJtFn0GDIxgtLm3Z8QROkwjt/ckRHUV8s/bVTER4YhIZNRckYrotHhMOMoiC6idMXiKqTTNq7gPAGL8sxESQ6q0S1K2ibby1+pr4nRf0FibS6sLPF06sbwP4oXJqcMrrdElAfQNbGigoQxB3xyFlQmUFcyMt7qwjFEZAe7P5jW7+8nwt69Xzx4+8T3t7e93BbLlcLhZzd7cZJbDC0SjoZmDkrMTMvCFE7s7czKuTICyp76N+yANxWKs+yAAH0q5LPd1m7n4eYcEI2HhIMw7BMK2o325FCkQULJYA1XNlYmMJcjMlGKEwVEsBkTmxuDsHsiR0s+lIllQqq3j4DoHdjZ1GQKMtaLEHI5jV7G0k1pkZrk4Biapa/tx5ZXaP5y83fuPlsu/7PrFLF9Xxxby45fAyEp29fPaDx4+GYbjZyxu33virh4/+5R/8oR4crtxlMV/Bi0g268oAgFyG9SqiXFaMmc8EOks/fPL0S8c395cvCtEstJRE8wclYLPW09NTJ9Fx7WCqutbh6rWrtOjXUOG+67rNft9/+Yu4eRWL5NgGppvZFxGsnSj45B0ZXbsm7OzXfvVb+/PfT7xOvKdbb58wOlSTSJ5ZQQPfou6inaM07oSRVpeIWje0utHi4mB5cPfGTb5VKpvNppTimkUkEv3MiEI3Zu565sqTX6Nlrpv2mAKAoE7ETGbEzGFDGLxjovkMgG9Wm81GNZt7XIOKmgp4SQgoH+3dVhVrO1G0bQSlym53BL5kpGvBxOCLja2qNLWTgoq2ppsJ21BQbVzujmmTsalokkZ5FkZAnYFLmL/x1eCJaP9yjQEHeYbHgqu3OvF4aavtpV3XbhoNmq69TZy6nV1R53BivTUfs20Jv+A9XnhNRfQoqahNN7HBlZiEYCyUxIWDQCXAott71qKW+CeKEaPt0XbAakTEQMFk/194UVMl4wVWSxKdoo1Ym4EgqwpzI+wnEXZ3aUWWRLVLWXRRcnYWQdkq2aaA6q9BXjP+SSviCh7VdymQRUrh6ZkByDn3fR9l5V6boEYsLQ6zuFvDvlsz8nyUIVtdCQHcVN2dmLuuVUfR2EtFmSLUJ9RSiHGHjiV1XEph5qESpW2lR/jn0WA95JVNtoEWb/WmFVgV6O3u/8/Zn/VatiTpgdhnZr72cKYYbkTcOe+QN4caM2tgJavIItkDmyIBPTQbjX7SqwBBf0mAHtRsoMEHQk10gyBBiWoV0SoOVczKKmZmZead7417YzzTHtZabmZ6MHdfa5+IJCnth4h9ztl7Db7czT8z++wzSSfHJ8v1mFKpOOFsnseAqhCHILmTh8xbDbZ3XgxOYlowrVerb7x1l9mHAGrmcCSQFdk+MmIRMUKtUBMvnmgqIcokBBWJuWuSiBmMZGQlCs2lWCRMYsDkeE1TqspHAUVnvFHdG2+vqNnVpAMzBxkTtdxSqxUL5CcpuRVlHRDIjY0YcGI38yJEqSISJDBvGyvQ9GteXJB1gVckxjcXbTE3cINXpf54yewgCkTHPcSG3qh5gSLj+HP0efMyoHVLc0dUrxLgiClUIWMY8fkXC6B0BymhlGHV6/QWZWyq3Q0Chgc8D/ZpZSxMY0WEWtYKYybW6HNgHErDRBQx3VePu3w+LAa5nZJurp4+fyqv3M057/p913VHy+Xls+fHt8+aTE+OfiSpIytyLcZi5mOUHxGjVs57FFVHrt01+nUQUW2GVsx0sIzJitZR3GlRPAIUztWyREbVIg8CinhlFOpryw9Q+SzCh4iFHTReZbcg+1dNIOnMjEARe6iN0KtfXMyBGRUtvmoOIv5XPFOqCX2r7JQwTE2YLR7Nnp3IPgfy5YX1XUrp11i6rjuz0SFEanALpSi45vGf//G/vH379qvL1b/72c8+e/x8cOyYVG3oFr350YN7zHy63TDzuLk0olU0rk3kbnx2slqtnt2+86Pl0bA88oW/TiCilTkAG7d9318+2yp8HNWshDsz2dXm6ju/872+7xUs0pEss+GVb72Ps2PcPZ2vrfn7uYTeC399MXydj7u0WsJ95KiPtijxaXO7JPuacuSNTYgOAF9kdczcWtSNamTCYj06AEppeXJyEvOhatSWh5VzHoZBVSnDLKr+o9gQUUI+GqWUFqljZkEkgs3M3Bha0wDuka1ieGIALsKqHq0eXI66oyMy3Ww2UTvsVTHOnaq0h5uZc0VgcHnBJ5wnkeuPoIBuoFJyUe6sTOQ41OQzG6GabmdGEeaYIltEFOVofphGb1dCtQfD/K9US7Jk9sAP4zS13UUptivTpjoPqOm5m68XoSfVvF2LeVILDcw+2dyI2Wyh+aEmKPlLAOtLPxCA72a2gXB0cuzizl4ZALNEJ028z/l9xcLjUtcYGzGHTgvVbFGNCkcUgwuXPdp5lZ5wBzmTcmuzDaHY27KJ38xWx7Zu0TKXxafnDneXSEDWkhp3L4zAqoE8GxMv3GD3cJmC2R9ZkRZmaaeuNPxSOQugSF/OJAMtegOUVFXKOTMLMWcdsmkyTimVDrlxriIEE6MtAAlR6rporyoRYAp7YhVloJQHuJCZlWx07b9s7k6TODwjMfHxarlMslpo14mKgXQ0VXg0meiC2mc+OIwDVFcWIRHBBUav3D25f/+++ZYpCXdEEqHeRtqiGuhYgBMnhcORDSmlwFgME/JumcxMB2sPwNhBziwB+ERktViqKgecqhakJQRre4KQSC3CHC3WjZL9nOZKSosgM9ZZGxJNPmd4wIwAUxcSooJWiMg0E2DRqbXsszdD8fNF/uKamS/CsoRasLltFRbarVEeH4X3869GxnNq+mR1hrmXyrh4CDeuioiU1Gs8j0qT3RLMzzmvugVqT4iK0cp6SKkLUO1oUDHclRKT8xecy0D585ttHu8NvD5/E2iefOLtlZgoU1BBVPU7r7969cVn3fZyJXK53dA4Xj02IhqOFipytdsS0fOLzd27d1PHIWPDzGxgJslgpj7K/7OjxnV85JaAiOtJUWhCSF2HodDhEXDNPcPdXYs7NdlobwLRAJOEnS/8usqzMa/yt5HaQGy+rlIIgh61k8QOkPBSOnfPbsylsXoEGpTUOSSmDvbXNrYH49yUNSi6x2qVZz7YHKKOssaJ4YRLZHT4uY7suurk9vpktb9KKZ3pMACPnl0zM46l6xa2THyy+vp6OwzDJlGv2EC2+/6cuCfG8khEztKKmc+WxwBOcg+AliIi227Vdd3p/S6ltLu1zjm/8+wrd39jew7gZOi3OWfwaOoebQ7J3Lc6fOOD9/vOebnColMRJHrwzjt46x7u3wdnlH7K/3++YirYF493z65jG2OUeh2z0ujT6uxl5oBc8/1phulnhyXS6rWamdloxe5bkVWvIQqqadn6VQYK+8PGbGMmZHjZf5QNgGvMHxvHsceeiJi6o6OjRJNADyPgETw4qe5Rax+kdyYmEKVERKq8PjmNqbvZbNw990NYgIBuqDDFq5ODOhupjsCczQLAjJipSfViSt4BhWrgwZ01gptJzdq5e6Rl5yDLCExMNWp7AxihuVU3TDEZiDiyIHwTtIXFyDnK2kL97uWziCp/7qV//WWvZq7/f/tKhEsmKbIDSNe2gxcP/tLfhzOMUBghNlWJu7BwG4JnSVW1F81fjVd1dag4Eh6VsERE6rMq3ZJNLuHcgopeqLmmWo7DpfARqHT3hSRTo/qjR3aTQFbSuWZFZ0OEQoc+AEjOOQJURU6/eLYFpFLNM6OiCACpY5CBS8BCTQXSULoXJjQTwgEgcg5t40KeMmoPhYhQy7TdHc5calYRSgtCtR3D7BkxczazEPAHHGpuiVJJ7cJRSjGKuxWaYO7e9HrjFR5pfb58tOxWy26RNCTd8jhoaG1GBI2chVPO+xhEIkQPuFCIXhiLyP0HZ0dHYtwpCsOszLkoLguAWGhFiILtGDN25tKKBEDRlQjlrWo1qEzrOtFGzUQ05uJYuNcgKkcalNx5GVFTYzND45wCFEdmym4NuQa/ysyAGgipx4niSoNS8KkB9/KGAEVMr5I/V9WUePJcU2prr0ZSMK0Wd9WI/E+sVSLS7BGoD+eBQB7pxiCbV7FZdy+I56ACblo/M6ewPvLDVwyuqkYoEwpCyf0TYZk6pmRmVNh4ef7d6RRWg1BhDGKAmgEoNkXrl4qqeB0WnQPxxqJofl6b9GbWpChiAKNSKWiPC/fvvvfe1189fPbsWb9ecR63cDPrTYgoHd819/VyqdfXz6+vb926xcFTWR2llAQJ5CkDIJOpzkbNcs4kCQCkpiEAd7KsUT8NuIggKxGpZiuyOAjtwK5bEjE7RYgvxq15ES1Q3W72hoEGYAozOFv7YnXHPRAv6vOyOjhEoePRUGZ7IDdjD17XxRjGCVwaO7qXbTqy0ITJ4gIgziA3uyASpn9/tXvt+NbbJ2eL9fqvvfvW7du3v/zk8z/90z/dnJ2N43jNzDlvhn4YBizSNvuzMY9C5y69iEli5sujTlWXx0cisjBPKXkeo3H4YrF4++TI3Z8J5Zy/SALgte09Vb2/9+fb568loo5O96qqyYds+c6bD+R0NbKmRBA2wuq1u/jm23hwig5WqvlK4LrYm5svfuH383GTcXs9XI8f/+Jzy0lEGCBQRhOSRY11hRNLQuwzIYkYdJnp2BFBVS2PoSvt7lGe0iZJa6NUSoU4igJibyilR2Ywy+7q5O4Gy0AVKClCGJ5zLkH4KIMrjSIZwHq9NrPFYkFE7Orw2ODZDW5QZhGn8HNRRfzp9PTUzPgYu90uD73nXDslwB3RUjLSrEEbbIBrTq2JkQnbW/OnZcLnkochqrG3gL9zvJhLUV19VGa1nZTPFxcmOs2BN37zFR1/ZlG0aTFa4b1RVfuiomIAFqhaDUJRs/Il+vIyD7/deDn4jLxYnIpagAcUImeRHXnhYNWGl2q26VZ++XnbB+ZDkVgSi4OgZjUyWsKoHuQOg4Cp9O+cNPMwqUUzs8+exeEeFNc2DW+7HiIq8bICkco+EKXB4f4KQVhyeENFw6/mUuuWfePG2aFqMWRR9EGzIGLbdlHnRtkHUTLI7i5diu+IiOVIyE6TymqVlU2TI5Bi3ePjiG5F5jpqt+P2UuytETKkWInVO2KjEsCO/S6C/g52z0SFs0jhZ84eZWS4iXkYhq7GhMpnqgIUk3fLLnVgMQEJsSn1u9EsC3NwCkWMmVO/uVyv1xQa3BEgdWPizvIH77+busyCuI0y+SiZF6JESSTX4Y2l4dFsikgMnTBSWBgi4mA1NcDXtkZn4pSyqnBpHhxSyXBzuFDKOVtQslCF3X2q72JmcABgB2CN2l7vCGQogvlTtrc95sBTpc4geBuZ3MEpKkNzyJyGWymFEw/UdRXL8sY61CKbGYwEs6h5BKJVC6rae/u8lFrgybUqzKeihDdV3nGVgInZGfLR7TgFSxUUzURiNs4BB1GYNc8UjyTatEfYi92ahtnkKQqxm1sTka70CxhZqPmEGM207imSp+7eVGTb+NSIl5PD1Zq8VrB6qFY1MrOPdnZy+v33uj89f3qx35FZ0mxmCR0R9f3Trut0yIPsV0y+2Q5CRDRsdsvl0pDOzs4sD8ycoskVOxHpOC7cM6kHOb3EFFm4s9pdkcP7SWKqDCHmhYiZ7XQk8mS27DpThbtp1LsV/FpXwTTOkcTiiY1UHeZWkJ9EhyFFe6KA+wHuq8EKcBCpYbgbiQNmUejgpor5xHMHUS0qi0gMIgWCySkReC1kmXkqAeczsboPy+XPv/769Gj5/vvvZ6JTufPb7x/fO1v/ox/+eyd6Yv7RZ58PJCLSgTV1uyVp4r3ayLxjEpEQ0+5YAOSchbAFKCQt1U5uv0JE5+ePfOFPl904jh/JyswevP99Zj7/6uthGO49+VpV7z37mhKd3TrepiTJVSST5pzf/K3vIjGWqYzkVPr8ku3wl7xm4K8fdTt8/OFX/+r/82cnx3f7vtDgmJJXVhnNZGOp6IBOK2Uec1K4RUl/zpQVZsa5reXy+ZbcmPodc2XAewolatech7p7GVDrpDgWvouwZ6AU/juRtu15JHL33dCLSNrtuq4rribcTV0Km9nAjEX1eTxyCESlkn2xXi2XHRHlnPu+V3UzU8tmnqiajRmjo2KvmIll+6x5sak/hFdRdDrsJFv3ham8V8t8LSnR4rrHYM1K73lW/PGyp0zFt7mpgldxUnRQCFA4K+cqZQfElRCB1pbwxdO0pz8fkDYC02fiGl4oHGnGocG1OsdQ4v2AKuYbzY0T1V8eaHWV8F4bCy9h2vZ1rva2HUp1FJGg6+iUySsXyTPh+oi3WdnACTVpHiAp9iQJakp8JryZeHDBQpmDVKjWNkKMyW1mA1MUPzXI6RQV8u5q9TJMcw7+fez4pU2cm3ciYIReIwnbpHrhqhoJVIWDy2ysRRhhEaee8FQUA9qAe5F2b1GQorNS9/5aPwpAoerKNIWKFEXBJ7pzAgAnIrc8EJCY1T0fJrhjcBp7L2JLJEJEx+vFer1ioeh86+4+ZlITYJk6c08iiyRElC4uLgAsl+vFYhFZZCbqJL3z9u2jk9jms5MYUKjq0eLTYwpOdIFl6mKK5Jw7psSUEhNHd94Q8WkLrgXwQLH9zGtkABGJaF/9ODkFdZTMSdUARSMikIEQYXmfNfIjWFRXNagKyvXsrZ9E/CIKnMzMSjSWTIRZBIAgwVqs2ucWKnB6ewDzV8OCU/f6ktSDq/ksrRw1jObadV1Tg+Oi6l79Y81ElEqYoVi6gHo3sgzNXjAzPChek10Q7tygZAZnIlDpvhnTLsILoWHAXOilRtH5d3Kpp6lM00nntlukVKHGcRuXPsyEGVJKTuzEYFKzxiNpFr8ch5wYr6XjH3z7Vy/+4t/nnHdHJ6rhdZMk2L4feZSuM5GchoF8tVpZN2bNJEeb5xfEvlgsnEk1cyfuLswiktzcfXAAUBEyI8nsrlErWitavTwKEmEAa1m6+4KFyblOv6JyHN5MaRPJVBR2yGrrqAzDTPqYiGp3VMxAvBGsBeTcimawKdyjurzl1GrFRtgmmp5EfBdUPOr6vr2ZJujB5yvkj/z9TiR33cdX+0c/+/hv3L1z6y4UvOHuwsyIzrnbpOWlGjuJwZyyiAJ74QGWmYmoYx6JhMndM8s4jNvgUBJE5J9/9uVyuTwJ0Z4xE63Ud+a0AiVO9197q+u6t99+F4BfPmHm1dXni8XiNi5SSpDhWz/4PZwusVohHQC8G2jvxXKNl74IyZ5dXD559pOff/7hp49E3lLdF5lwGBG6iPcLW3hrHrlFAhU5a2Zx1Sba0ZigrkqRwDVnR8wZTyEeUZaSiHQLIXY3B5zSrGyo8i7aa64uCVPUsImSm5sUigurOpE1E6SgcRxrboGYWarAmbOPWjqdMDO5hOBBbOcpMRmZWaspcXcFbbdbBFM9KtYrDasKEnHDLgBQk4ZeHZAYm5bpbiDGnYJ97zdUlA/+nRV8xLcsemZOIObGv9NxogneTBfwMDI0DS5Xl/5GzHIa+9r3omFTO6Qw3vhW+6VV0HbjY78ErR68Sr/GmvMFvGialmTitId6UZlld0+LLqBP/C2eOhwIUV/OkUAKTx5k4XaUSj8qhGaqGRj8khBje01ubR0oACG/HDdx4BIHfIHOS7lvHK0NMirYsrrBEU1hN2/nrRurRPOwGU5tx2wj5u46ZhFxdiKK/agoUZQZEoQoDacOBT2Yk7RJHntxu2l3B82eeBRqcHMXzYnUjbk4q+4oJcWxBtVFGGY886ba9UQhitcCGiIKVu7pyWqx6NhzSuxs+74fxt7gHYgciZmJyU2Yk6ru9/uuW7ah0bH/zre+effUiCwzW2GzTNE4AK2Mv814CVNFpSG2i1tVuVfTxIvyJKjgrbj0yFCJi7iYZbjZZHHKtHArIWF3HzRaKZO7l1YaIb14sJfFdFYR4cIGnDKMoSTHhVBtPGNeAzNFyxIiKQ9MJkYCe8kQluMF03mxWMwfeWGCmsNcmN0toGe5r3Ao4xA+e5zlIhzVqWTnOtSx+tzVAonG8Zmq7HNhAU1gNHwA0GRQIimZSqVOxACn9pBObPWJGGA1tqw5ExHNC0qohvAppEcng+XuqtW+vOw1DXXlWMwbFs0BXxgmGcbXbt3+b/7gD3/4wx/un1+oqh+vAFCGu1MijIMnykQkSYfekmQRXdhqtaIEZFWCiFjXiUiXWLNG8jdnuPuCmAgMyzlHv4JRR2amJKAQMcFozpIkiVYGDHtDhdoEgYhcQOxgEBNT5akQFSEzLwzLYOrEdlhCem1wbL7ILWqzASDNBHdyeLE3wnvTEFcPyuu/84/NchPtkdw4wN6yk18tl1vg//L/+uMHDz56hfqc8xOBql0ha0pDxK3NzGxQA0jdXboc6TCPLuLs8C3pAN87AWBidlZVvbpeLVLOGXlcr9dLLMBYd9p13QgXkcdMAD7HK6vV6v2jlFL65u45gN9+9zY++A3c2kEE1KMCu5fF9viXvJ9+Q4DmYbwePvnZJ0/ON4PJZniaabBMqhqJWrdIiHTkniMjs1oVY2jGnGA2jjmiyNyegNlR14nIOI69ZhYuypGatXa6Y2YmFmKYx6xL3ZqAeTeI2SN9WWApZJ+D0O4l1mVmpUKOVNUyIBDRREQcgEzLdwvYYo6CjEZIACCyrIsRTpNb6zzVjw+7raq6ZivOibeOotMV2iQZ20jvYXLMwlBw/XeCYtWAGADjKQRI1e2hmjL2aqXLQ52p52BmT+Zv3EuZmk9/Irfg9h8kTG4+hRlQ8wpg9UWZiBfeo8JNkQNQ2A7YmJCzb3BIKrZPti9OKXK/+dd5+XBDVDQLtXjLLHkUL1LZYcsGwzWOOQd21rzTtilPVxnBpvmdxggzE5GU8MQkyn1wLzWq2i4YBdIdyH1P54p4mBPABjZ1FDU61EJPMJpUSgmmgIVAIZGtpsyJK6PdqyhYvXIiEqmZ3+p74NC0FHJI6GLOMVkQKporQuxEsCIIPQWw6mAV4GoWFYxC0U91BlLFyl4ceCPuy9yFkkcBCvOSfLVanS07d+sWxGIgVRugWYhEEnNosXhaCBEl1VF1HMfdcikdFt2iu/fa2cmqc9mDopCLR3tBY6w+mwg4E0HiUpjVw5QEb67cXBGa8lmEmZi4tqgKCzgrBQ+4BAt0OHJFBUVexGtqErWMIGL7kvhAZzhwS9E5axOuVOyqgkmLrF3ZSrkIN2ZgLo/sLepzI6LWDPcEqgI+OptG/HIi/7UHGddQr7Nkuzn66zVOT5NxaXuDi6kCpRUHUwoiIM1LiAq9IDyAmMUlqUF1spa6IbB7iAKxuTkqa5cKa4RgDhCXrJ8aDu1aQXzhGha9seIVRWo/JgyHu1mXihO42Zf2cRRYMvXwBQDKIJNE7rqG/+Hvfv/di82Pf/zjP3v0hIj47ExVSTMzD8ZENHKmgSiJuvuK9ptr77qu62whKaXMslqtIk3PBvfcScTsLaVEwlLz7CpMlHx0LjqgZbhSKKkTAAgnJncLjb0pXasEM12SlIAZnDz2EnH37FpFNIAK4SlU8YhcY0i5QTZFUfRIKRUp5rjIssl5rb2oW2wcuMQIb4KGmBAk7NGCbIrXzqJ9ANwVDvgloRP5ZClfbC7uCOWcR9Ocsy+XLbMzhowwMYDRAmqIezAjIEJqNoAyy1CYUAyPmL1sHEaMrhvcF+Rd16WUMlFhw7CY2bPVarVanS9fZ+Zn65OU0vV286c/+uw779964437dxY7gBxbAFVX7z8M8l58padffbl7+PzyfPPet777K7/x/Svvcs57R8556PN2ux0H7/s+Z8s59/04DMPF5jraQG+3234/brfbYcgA+v3e3Ydeh2GA2oKZRVX3ut9x10XEiLHIY855z8zdcikE0bHf9iadui8Wq5RSGLVYXawuVtwGqm62iITexGq1isUyDMN+vwc4SMpE0aY9eMjqrl5TKZpdgxtSSEZF7M3dndkqRBh0QI0iBAwsjFK3VZeKaBQfuTuZq+p+vwVgWa0m+7iWqYVtr3YD7U0DbTyjwGIW0UH1heIs7g6pminV+M8PixkLuUmBesm2sZZ6enIvXjtm0bU5iJmtGHqx38Yc0XrNU7fPtwMCiDp+BxVd39lX4tPV0NX60xfOfgP00KEccdNecA/oAp8R7Nw9pWTEVoSFEXAhmgQW60ROdJPZSi+7kiRwt6gG8MjjFi2OGMOWtXDA3C2kd3Gg/2rzmwpXv6L2A6AcsHhKgh023ys9bGZfmQ+7lb20MDuBoitTALAzeVSoRgczdhR2hJnXRB4RBGrkUVJMpiwi4UqVy9DoBuTMrGxtvEzLhhs5uiSpOG8mKXXu2oIjcYRACMRG7HkcOu5CuTCeYOzlUiNoRM4o5Fcv4FTWCztadx2bu7PYmHu1PttopCLCHXEXDF0ionEck7vnnMd+q8skskhOp2cr0GgeZdhwNBnx2RCnAF4FJ3VdFysigk8WikrkoFKIUFJb5fHIjQfs1R1JKemYycFV+LH9tX44vHkQlebN7u7RCyQcFOdSliox9RCJKhCFvIW7M7HyVLJVoyjWrE8sqrAaNj0jAIgUDgovBJNYORCMrloWXjybF2+hfT4+AUSjmxynm9vEiIGFNTQzEJNw0wPTqkeNIEEXRKA+syyzNQsPyheAkvDFjUXls2ojd65RQEJ0X5o5svN7KSZvZiGaeCjVFGFIQ0RvQxwUo7i7E5iIrNCRYFlb+okoKJNkppr1lVX3h7/9ve9eX3311Vc//OLx5eXlya1bAC7julJiZkIax5EMIjLaUnfm3ZGKWMc69Beud+/eHWfdArpkpCN3CwHGYSSz9XIlbqMYOUHIQsLUgrqP7MzMY3UQgKJ6bAUggomHsIumSg64sLjHnGCg9DKhcG1DpyWSfR5rB4Cr8wxgFyfHrXSeoOrGIDYLrpjvcHe4CenibZikuU9+IyNc3yuBGRcJiwWP5p6EjZU4GvmEW+oGMx8pM7MTPGZonaIjXOHZ3Jr4dd0eUFJTBKNoj61Op8LMvNcBABjqfgXQ0D/WfHJygsVp13UbrDjzj/7sEf/5k/dP9PXXX//1t0/vnN3pcG0wYI//1JcBoGHPff/5l0+lO9m477bbgZOqOnU6jovlYrm6VdaIRoRGAny3PcaLAG/50cxMMY6jqo/jaD6M45hzzjnvdrv9ft/vdbvd9tvdfr/v+/7q6ipn2+3oert3d9qdc9cpZBxHz9pvt9ur5zln4szMXOX7eLG4dfxq13UIJXtJQzccHx+P47h5fhF9n6kkQjy6OLBJDLyZEdhqS6CYFMQjmiecISLM2uyPilf6dIkCsoOJNaZ/1yWAF+5BinJ34/1+T+HXFV/aUZMGdT5LcLEc3EhZJSzgbJg70uxecg40I5y1zMyLwKhBhNLkrVTNz0KPU9uMSLKVNHHYuq7jAFA16IVJiNi9BBHiJ54W0oF74aV32Ys4cp7Fnl8wcLAAWwqp3WNBxgRIqWj0cYobleo8nwc4iaj0aI5Ca2cJ1QkHmKPJF8+MhBNRSR/NCCRccsmlb5IHXjaLFkCxc1v0E6icP2bW0JeYyZ0Ub7SqMhBRwJ1ZYQZqV4kCB28AaPUoni3J7Blw9PpUuZZfMLO4q6pGfKHYXk6qCi9du3LOjiIDF2cgRLff6KDt6lbmH2o7i9KHOnilIbpftqq2yYf8bU0GBjw1pmRqHXdxhNFUx+gPEGwKwJ3cAzyWGpqopC+jJ437FE+B4Yn5ZJ2WC+loJCYjNevzOHptqdd1EnlASWJAn8fk2Y3N0mh5HPX6zVffpQVMlKnU5AIRp7IIxQSR0KsUJxFJkOKRPTYylrHcv3urIix1Uijpl1IDVKqBHHB4B/EqxdSedLBnUFsFxEQJUYwaeQ82mguL8OT9BHgyg7uTCzOrRTN6hgsyyENTrdTqUlCeiJwYeSR3Q0iDznpi+lRWWeYZFzaAmXlpMTRlBMqOHVnwRgcu/WS8C1hsxj6f8nUeA0Ic/PuG+bgIdhAmSkeL7kSoMrBFhAbBzEHCtUAglpm5NGWf4ey2bMyMUdLVc5z6otny2ddj6s/+ZAH1iIvDh+jMSA4gyaI21UWDfUBNWrWQQH1JWwDuC1YA79y7c3eZvvedX3327NmPPvz80aNHC1MAz447Zh6xzDln3aaU4Kqqfb8Hc1od581mFH622+uiSymp+71795xZzcbdbrFYJCYAa3j0K3V3U3H3LA4gkyMquKm0jKsjI+6uhICuCs+aRSQYrBYkxepgTnNjFp8OwT+jm/bLa3ACgHmusVOIh5Zyq+WajjuX2Zte83jef/jlpccC3J2Q3dxp3487JndPiOLQ2GaCTWJgUjVGLHY4BAQiFxHP6nAlV5RCqpDgLsdHSEKyFwALZ3KmlNaqqmOmJG5u7vskZvQ8dYtuMSKllK4XayIa8viTz/O/+/Djrvvi2690b7/99nv3ztZp7bh0ODAAONhO5kMCEDp7/NWTT7/cDi6yjIYvTX4ohtXNmpsEwFWzDvFc5lmLIpRq5u5d10lySegWCUhmZp5Dpmocx+Vi3WaO6rRRmRbZCDNzT+M49n2/3+/HIQ/D4D7mnLXfXl9fX15eu/t+NwzDQNSp6uVun3MKD367lr7vr/d9zjkPY8QaAexLRSHcXZjX6zUHuSU8DEoAjAMP5GBbopJAwvnIXpxSImMOqbzooG0AEjoQ0oLidrqu86zuPmx27l5I/O6mMcBUSA0111fnaYUvxg1szf2YmEUSaqhRYtJID9P8JRRGu84PHonClmlBXWs0C9TF78do9cmdaZFx9lkSufKUDJgY0vXsbmGQNcw4N/vWPnAjR1Rf5Tw0dTCqtXHTvQNU5MHKB7hmuajBUQdBSmS0PAsAVUWVKJo8EkSiFUIwKWsKhuuzqY+DDuOgUcJQ+uDGbja/96LBb8w0jpkg8RwrVDUQOpYW0iulaT6RPot6NjhGNmyFudco5DRPIlpZLzB2eTaFZyMi70rPVTpUt1CyhsZIZ8B9bh4ppNCmx6bwNhfrFDLAiZKqRsS0TA9Q4OPZoBERsRvUSK3rOiuJWjJ3RWZi1aJnYkDWCM2SOxylZ7q7N+7jhLuEjo/Xq7WG4Cwz5zHrMNpYqh7FpQrZCEC534/7PrlJHmFd1nHs7pysT9aFjkogJicDg6kgtqDtcCkpiAla96Nyfw4gtFisTDE5WLGVpH84KHD37JazSaWGldBwbKNl7lV48YI/B3hpjOauqsvl0qFtdYUx5UadQ0xaCExYVMHE5iwi7mpqFI0iyi0FzCrBKHUrKc4ozo2drnAUyg0CkJCPqZuNwRPL3NbEtCYmFnN3aBSyHLQtYmaYute26mSx5Xvhsvh8Kkfs0+flLBGKT4u2VJp7raqpQFgiROzdHaWLKxFFO4aaTcH8CbYxnxujGACuXPdiNawiOYrlUbLbzBxAfL7Y5vDx4Miz910UZOVxkcTG/Z3Toz/83e+r6uV1/7Of/ezjzfn5+fnmKAPYLUQ8U2hHBTVYjZmNqcudjaIAuu7xp9cm9Mq9eyQp9yppycwStY0EMyMJEOlm1sPNbOTEzAZk1YjOAtnMuFtks5D7IS9FiUogYYULU0T4XjZ16xsCKidGLXPd3tqLa2c+lmigxh5xt6ZVCRQX0WvdRs7IWQAiOl0szOyqAPRfSlQq0JCjU6bGQceI9LhFUxMu8f6q60aezZ3BzBrONSLG5BmW3Z24Ku8TAU6VfegOZhCJ+aLrWHwcB1kejdC9xnCQmdmQT9dpK91AYkRCEv1UFAsR2aRjAE++vuLHX73ul8vl8tuvpbfffvutWysAjo2iqHvGFsNlG077Z0/G8+2zr58731WQEXsJld6kr9zY1IuHPfP9qBIhUN0YdzfzckZKplHnQPv9fj4H2opAkbpFbCHdolsfnTCfmZmqtnzCbHUElzTKMpiI+jzGPuzuUagRK33c9+fn5xcXV2bW78f9fg+M19fX+821memYN5vNbm9932/7QdVUR99HGGdamMxR6s6K1Fp+leXZJSIKbmvomMIhaUGdEJEf3YreNvv9Hs7DMGjOIlIbo0S1WHNdDuM9ZYwEXpTZyiW1+69XiPr92Y/xfpLOQWPQ1/eYwYhyAgCAWIQ2QnQmtjcwUfStttqe/cZlFgXN+DxPJSnFuSiezs3Nq77MaiHIS18+qwtpL5qVzTbL6SEZR2A3Zkg0FAhDTwWnEhGxgloZKAFgK91wqVL2rJ66gu9WkCHAwbaOGh5GhWuoW4fXF6NxXBHJ7iDSl62r5E+mAEQ7tbvXHu4TEoU5mYtwxJ7iuU6iJ9mlK9y8Eioim61iNgOBJCXXRiWPKEmV1yhSqcVniGC3kc2nZ1HPqFm49pjqmIpmTwIWJjAMCYm05HkSk7q6RYkEqSrPZnKfR2YuDZZAIIIwRKA5peRQz75ayunJqpMdM4ejNW77aMktIlHQ6UzhavZ9319c6zAkyEKBvt/duXPnzXfeMnZmNzImsIiWVutGFORD4yg/BDFKhAxkDo1GFHMijRuxSPUoQChqeNGzj2kRHhVLbWASGetI+MZKZsJUzBhqFAkAeylp5qn6xn1WukVUGkjHCApNq4XcaVYMy6CsFplDy+qzpkYFXBI7hXdCXUQQI30KVdOUUihmUKwwL7J2NZY2vZzAqfQOIiK1qoEQ8ynGZ0Zkad8CoSYR2EIF0IsB8arYPn+1g4SDWwfE2+7lHsnJ2R4GZYHmmfBpHVOgaflas8VF7ssJjtKS2KPRejGEbfE0DDedq1zSCwyz8NtQEqMAvKRaYvHrDA6i67qsBIA8s+utI/lrv/e930/d1dXV48uLzz777Kdffunum9XK3Xm1BvIollKCkA+9EVJKLkmYedntvv7aOQHgxfHt27dlJev1+mrfp5QQHZYNALrsZr6TnCgNvarqLklKiSiZmY49gNgOhUtDDqMi4MzC5h6BeqpFsQBqCiOkbibYR4VUXh6fmTmH1k/MlkIqWHRdSuTuud9rlcI5cWfmu3k4PT394N5bOedjVVW9fXbr0aNHP8r25MmTi5N1mUBtuc6eUIkITldZDOFAhVOsNUIZuNEMQZxQN0Zyg7EFISTXKH5h81CE92ahRICI1uzHnTBgNl5st+M4jsU5TCKy321vvXK3B2ciYYkiWWEhGBGNIsw8prvMnO2Wqj784oK+/PyBPjs+Pv72g+4b3/jG3aOYuvuMgXPeX1+vrka9vHz69abfjLoqEqxmVkE2c5Xm4pfxx8MeUpUo4qmhVwUvgLAcll/YnMjbwEfl5psIq1mLi4cmi1kkYW8yNOYLqiy3igmICO6dQLgTWcmtszfeeA0hTe9R3U9mJomIaNF1OWdScveMoKyZmQVeDIQ69P1ut9tdb8xsP+br6+uhz2aW+2Gz2ezHIee83e2GYUAePRr1mkGSiNjgIgLjBTh1qYP3hi51u3G32W4RWXIXZiZ2WSxiNBxRKErMXJREYXBIEeM6gDhUg3NemGTaUJUX0S0GOFyQ6JJSO2KX5oc4hGLha0i1ri2OUOVZAs6wmUV1ZzOtLxhwq+uJSlC7MFlvWsX/lBdX2iUO3eA52gg+fenmTMLMHVNL0JlPqsovmdLs5jmVXC8RkdSqhPCGqLD30Nj2MfeoZjxiSpfcRUnoHcRTgaI5EGPYQqrurl4qKeOegNZt1gsAdXcc1E2/OERtfBysVuKeZC4iakqAxoTIYAmGDUFuEsxoFhlVL5UIJdZDyLGpubt7qdSFA0gUfT7Dz0vuLgJ3Zycyz9Ubl6IbCDOPrEd1z6lFmGIEQlOZUAoMIm6YmJeLxdkaZnayoKOVJIpAlalqn3tzAyfqiBOTFPRs/UjZrM/jrk/L9UJV79+//91f+2466rgTTkXrhaTm+cNhZXImYjFAEPauyBTVQHYh4FutYwVgcOIizIaakGZmlPZc0ZKy3GskR0qYGihJFkKIDvgLUk/NaMaTzrk0nG6GNZa3M0jEzUk4jyMTB4CwohjsqiNaEscdNXPuJZ7n3JUEtMLLjScpdyesOpavIroYF3rSfC1FiHQiG7vGhEHVWgPAnJrfSVIWTjSQCUNcm8l4jcKEMASBJeoluRCsJ3/lP8wXiTEsitO1lgolLlsfSzFiNEMGTCQ0m6Bzqzd/IsW0IR4uHVzAoakqDT0OY3vzBRC/q6FKEqtDwNzBxmFnY3+26k6Wr3zr9Vf/httXX331o599Oo7jxxcbZn52ZKJZJJSQPJlrUgA67piZZMnMQ9Yn1+fr0xNVPTo9w3I5AkdHR7RauHvKYVFNrESMeh3dMharQKRmBiczN2GJ5V4Lch1wYHRz9yLPWxo5F3HapiAXMzZqXQPuq89IweC5JBUR9X2/XC6PuuXz549eNSeiv5L41q1b97vj1WrFl5vFYnGcFtzx1eX1fU5Ht46fG/759srdR6Fy1BjhcLrLFPXpTYvGtZkTrE33cI71QCE3Bz8oUcqWo6VXodPSC+owQAJ0HF9/cJ+Izq+vMlzBlLq7Z8ebzWa/y+5++9ZdN0ISsCi5gTLIQZmEiEaETooTKDORdGPqUkqmJwCePLz8oy8+vj08Ojk5eecO37p1606HYfDzx9eXl9eff3lp3e2IK9StyAB4oWpMJMo6/k7ErZI6ys5CIbhtXVXBNnb55F7KqsjAxLnO/TguVdE7L+eylFKlOiAGjrlQAuY9WKe9ra1BTDptZRuO+KtqRD6CFkJEZlBV2xszD6l3j36bZW1Go0sRMAsRLZdHzCfTYqxVaFEvohp6Uh5OYGwcwVkccw4uIxGNow7DMA46jiOEd7vdZt8DGHq9uLgYrrfb7fby8jLknPq+12zDMGgeB9VgVDeqVDMsXOvzwslcLpcVEkVNWwnsgKiECJwJJFUsumYhyqZERm6OxABC4MbDWoeiToE+WpddNUQ1dgag6URPPTLqq9lG/Ke8ytTx+aO8+ZEZ2QM4cNRn1jUtl2sh5oB6RdGw2BYUsk28pjKIkOZOFaKFsxHXEdP6pffSfrRaIc43axMRMca6sc5mL1UrSSSLLuecPTNxKo1PI9MVShHTgFAVQ2kXwInMApGWS9SI49VRBUgS2vUkKqHI4OqhugFhtMO7psh+lfkSldFExFGfUIbCNaj9IEvSjeNYuoIVQXi4e2JWVUVmrqrXweA2JuIkpKpeqlfZ3S2cglS8EHePyuLr7eXrb3zrr/3Gu7du3fKrrz/55BNZrDabTZ819zsbs7tz16WUOhYCLSSp6rDZqWrfj/v9kF5//dXLy8s//M9/7+rqygjO5CScFpGKqQ+Ub0zhmG0lf1WMC4UpQWVcUQ1OlN5BAEU5NJcNkJkJ8VSMORpkVAzhE1CIIVPUXFXdCEkdVLBZ+AAt11ANbrnquMgSICnRFyJmy9qavXo4c/GXJqHCoLIHlCXhsx3Lag/f+TKL0wmxaYvAmxAQJMh5ku5FrtWLxylDF+L/82cxZfHi7njqjdNiKuUiIwgcE98B9gkCRvS1VQRTTQ2HX1XiMW3BeJEAbdmcG1fbLgmTCYg6tSlUNF+i7cea+Jg+0K6wrO1mpKrRqGMbH2buFmAKjzCPyszfeOP1N998c7/fq62+/vrrf/Wzn15dXF2uVwBWiwXyeCEQERNidtfe3W0c3H1vnlLa29XOL2m12pxf9kmOjo6Oj4+5YHPuCADOYO6eOauqpRSKm+ycR7Exx5UH+CsRMwIxK6Iiv/QycYZq5R7Ubo9aAEcZATNznobLa2JrHMeO0vX5NX7+IXXdf/naq9/73vfeG4aUkg54+vTp//w//c/X19fLZXd6evrN7377jTfe8N1z/vTTN5ZLd//k9hpToiTKPrywbG840HPYN/vlgfJz+ZPCDY6cc5nhxTtpO0QNlBBAxLv+3W9841tvvfH48eMvnz6NxDEzD70JL2VBi8ViGRxcgsNHEBOPRBkQhzBTSVdxjBsAIxFmYA1gLwnApZwkSk+fXedH/XJ/LiLHm812269sRUSK5FaqrSzSAh7hohrbq/tf2Cear2KfWi3Nnw63cFDlt0axGs9KBwo/2NpwxHppYsIlttcuoEQCGnmj/SnOWCOmL0KEea6Qq6RAXUEMOMvM0apLO7g0ZqpFkjwiiMFjs92+bLfDuG8lUGjGVpWF190yzrX29eT+Malqd7Tq+94MXddFL2AzyzmzIxoDqCo0m5mp5pyH3vq+74dhHMftdrvZbLbbrbsPmjebTUDMPo/7/d72eRgGVyKigKFVOLqg3snyVAPLzF1iVRcvtARVL11hI+8k8T5MfUjQh3TuLN7mQDTo9sr2dvMSsp2IAQ2gz5aRtzcz6zd5xTc+A4Q1dq4xy2KKy9cp1BuMxTD19fJZLqg+/1RmQmBHNXd3I+Kop3GNPbBU+JXsyo1LLRfpiG4M8yqNF0Pj890TEW+bzdR2he6k6rVLVxxn2h1CvljSFFkIZyDi1hyQlMm1rit2tdGi2VfwD9mIPRjDcdel12UQ5+YLv97pDFc42OMsEQACIVzDlJLCiJ2gDoUnuAMJQNGWI08c2ypydnhtPB9Ps57LqzANmmSHuwgz89/7r//eD37wg994+2yz2Xz5kz/V4fL68tlow/Zif/H4MY5Wwrzs0jJJnbTmrn3fm9n1dq/qKQn96q98J5t3y5VxCbaZWaIUQADOYQ4Ca8YoGHF2pGhhqk4IUTUO6NCY41PZDhX7NZmVOoIB7tu8jA6kXbfMOceOyIyccxFroOkawJS6LtzWiDnVTH/x+drymKOQm0S6WciQWjpy1oC57FbtnD7PhbYDMk2uJwBUplOpGIpTzY7peIGr0pZ6o2Q1oDz/opdcRklPly9bTWFEV7fwcWrxkbtTJZaqKnzignhlK5eVgeq4BKSubg3NYpZUH5Zb9KtwikrRkqnzmKZxJeWm/MAQ3DAW1RTe3KvK1Kfo3ngAE18cNCICO7En55RSRjbPDFoveFD9xtv3X33t7maz+fTR888///zh1Wa329npiYhcraUJbyYbAajvlUh3vYjovmdmWy/2eXz++Kvbr7wyZu+67vj0bL1eJ1Vm6bKp2oABwDhG3xcjoiAjmxGUvUpqta23QlioqaPQDByeHUSUQSASZiseDs8w/AT4VPXYbffnf7H46tlf/+t//ds6Xv/rP3l6fDaO4x//2z97/vz51dXVer1GP17snnyd+Ae/+qtvdfZXHtznn/7iT/7kT+S7752dnT1fhmLHPLFbg4jz378QnKsfKA/m4JctHPjiixqadKi++fqr77z95idfPv7oo4/teEFEWZXcRwtZEAGFIAEpyEF7s8QF/BIhMViJQIMQgFTsCRLz1hOAgcjdNwth5nPrXJx0eXFxcYo7vrx9OvTMfKQjCy8VABgEKuu9FEC5u7vUbW9OkCcKQWwviTKKB2oAhLvpfs0AipaDsV3NqUAB7+KYbXdvmG8+iF6DSwDg0taU10qFegneIo58WKYQDkvwj9sabFAMBwuQrRTVcHuUjSdtnttXiktWZSYI5G4S5WXT0cJuR5maAxj2Pdwt5+xmWc0sEcaxFAvHPhd2hUHLtFitZbG4Q0ksODR1rMr1WIkvxpZvZlGiHDc7DMM4jkOf+74PCNj3/Xa73e122+025zyO4zAMAEJt5+LiQlVzttALG4ZhGLYBvs3MjadnQdQs/3K5JKJRI2ZPzEQQVZXEXdeBpr2pQer6HOHIwlEvV/s1FKEzbY91zgovDdCQKdohRJu/CY7F42bmVHQS6owFarMPrUUgdQ7EGyv1keSVTxzbWuOXt1suewchkNIcqsbvo/ckVT+kTcIG1Nq/qCEbaJQwRue3Sgq0MpEYFsnV2AHbrIuSlJzbPlurecuaSqoHDKI5aSqSe6gBo2gNXzdZhzlVskS7hdhhiz8w2T1zh7lFaLbyd90siwgsC8HdyFRKpDQMfqkEoqlmSKMejzmxgGr/WiJ//fVX790+tmGzyytlvPn2G188/Hy84E7x/MlTAe1HrI7XEeoGLCW2PO6327HfXV9fj+7ZNH3jnVdv3TrLDkhyM6913eYmIkIMRyJW1XDIpwygIxFTtBMAJQgZyMkdaiqA195B4SJMaM8Zzq0NcLAoTFEpo7NpRxWjc3JXFo5scVnnVsBcM1JUyTFBwAmB4ybLzDON5WJSZ7GiORgNzbmi7MVkZpganpLCzYIeV5rFkdY0EFBE8mY9H9s0wwz0tFLwNvkO7OYsXF/GrOZe6/7yS3bTOBQE8JZicA91Qb7pldVYRWwYc17R/LwvxVhcdG2aJxrIcvJ3qyDLFIGvG2QUcKBahrpthPdc4xaTOZiVcVBU+86ZNPXDKSW1UYidwYJkZTNQVYEKy+p0fbRKd26d/vZ33xudnz179md/+enDhw+H6wsRyWfROT4xsyxBRGDDiJEMzNDVYEad7J4+9ZRMJHymxfHx7du3WRVmi+D5SWbmLEJEGTnnnDmJCFLtjOkWdPiRISJOXHQjaiF2xMSo9svylpxqDzcAuhcRvosf/hnG/N3V6vu3b/+7//F/6Pue0O12u0GWXdcJcR7GMOaff/izf/I//aO/83f+i1u3bv2d737n1f3uz3/0F3r37urXv21mg8zjTHV4Z973TbQ3i9kWDDefOUQv+bGZfiIwL0HHp8ddWn704SePnl+MImOd28IsKOlCCEffxAHqOTMoEVmSmFOJPcWlhdGMCKy7FjVBdCUdADcnFyKS49s5rZ9lNbOvttvtdnuilCjdhjPzSVYROXIDcFQYSObuXN02d6+z3ctEB4LO/+KarXfP7rFjci4pWp5DOatxoF/6qvWqL65HHIZS/IXBbyByDv6mLW22hTcrGlcd/wbBODZyr8DNa9soIoKDiRGAuPqEAGp7LSoOC+A8c1OJUHMyiG6kqN3MC7xomAoAFL4fB1YAyD4n4MO9NPVqd1QCMcwo3Ue86+Tk1kl0/HP3oLRHCuzo9ERVF5KIKApGI15IJGa2H/excjebTS2g5f1+f7Xpc87b7VZVbcw55/1+uL6+HsdxHMfddsg5k4U0z6iqpuqO0GtsC52ZmZbt2aUkKSVVM7PFQuDElOYgiYjSTBY4AjEREY/4UJE9CowgbARn8UqgQnkqRESGWdMBZzey6AblNHHsCABSdQDarPCS7qQG77IbqqKCR/tHBHJiqh134kZ0FjeqFKZp1sUlSfWy2vONh0rha4XWvWEG9OPz6u6JK6Vi4sFk8tLBKPbQChM9bH7chZlxVCbUVebupC4iHnq3NQJSY0/kDhHBrNp3vsSs9Qh1Z65lo9HCBIh4ZMgtEEpoXErn7iAIu2uO4AqAs6Ouo/Hxoy9vnR196M/efPPNxfHy9/7aD/6X//5/ePL4oWUFkI6Wy9VRYkocjbkUecz73eXlec65d3Hy9NqD2zlnLUlYaWHqcgM+QySRQGERlrBgUWsTNy+xYVgERZ3iicBBrKq1Koc9kAixgSz6cMOJ3MwK4cnbKq3rOfC0iTu5uQi3Cqm2DAoacw7hRapmiRyJJZtWgFLskUeBeQmo1jbBNwodhAFEt9lSs1wKoMjdOYmZRTM6UPAMDIhmbh6MJadZF51qIuvkoFqtPKkNxSOvtx0Z7Gh3UT0zm4RLbuwubQsxBdNBXLNM+0Mx+vmrGfpm96l077DZHjNtD/ORhxkLe0k/UWwA0VGNpmQWzW3xdN4q0thcJbeD/YyIOHoTBnnApu+2u4gEUyu/jvMmFiqCOy5iRCF2Nwq569Che+OVW+/+rb+x2+0+O//q008//YtHX+12O6XFcrnsoxiwUwCemMgcGwGykQ3bkROAxdltd98Mu7y9MiyPjo6WR2siEgLMlsSAC0PcSY3MiVjczRReygIMbGa5iPEKivSkF9Mc6AjGRXPczUE0qwZH1d47XuL5419/71dePTl+8w9+8Omnn3744aeE3MnCtY/KQeHO3W916fGXX/6jf/AP7t27d+uD77x7795rRsOXX1+633v//ScnMZ51+tELWV1UT6PBO6+cvwbjGqqb4785zqubPYu8eevOer2+vLx+/PgxHx+pa7WVrA4QQVIiCDwxMXkUCVlEhdyHYbjyvF6v03IN+OiWJHWhY0js7iMcwFhiA1PzQIHktMjR++FkkdanO+h2u/18u2XiO+4J8iogInehzLwYe6CooVIudZclLFf9WDpcYqgemhc0ptVhphcXZlkXkbhJdOOvaMjy8PUi7Dt8hbWxep1eQSG3/hYNth6ciChcwTkirJzCtvCpnT1ioDfg18GP0/VM18ZMQVunmOZ+YILie+0gTeOTiEq7sNlvADgO7FK8kUr5ECEtG3Du+8LVznkK+Ww2VwD6w+ATEY3jNqWUOg5K1unZcdd1ZgbnO3znDera/aaUVDXCn5GY7pYLAGQ8jqMO4263Mx9yzgECdNCINW42m/OLPufM4uM4Xl1dbbfbYRiIajW38H6/z6Mz86pbXV1d5f0Ysc+u61R9tVr1w5hSYoeO5BiJmJhTSqNyHnEctdVuRKQKqr2bo13YjE1QFAb0P6mshOuCZnhG7XdMPHvuVXmXmYW4Rc7ag5tDOqrhhnnCrXb+1TYV21coon1ecZuUNJS7RwvKWtyDdlIOgRi2dq75FOK6e04zu37Rah0xtWBTEXebQqftSwJi4lxqw2ebFLFRNB7gGPnE3TAMXHioGk+hBg/Rlbi1ww0dichCFLobN1ef/vwv1999c3/39nrpx2env/Jrv/rp5585rtfrNR1LWoEFLOBE4zgOwz7nYbQxWzYWBxIhLxc8BFQLjUZndhAF58zNjcZUBFgowY0jzIvaONmViKPdBwrQKqWlVIfDDt2vKWGhVuEFeWW9RCFIBIdiuljhK09ehVk4M1qEiH3qhMaw8MpbmjixuLtQsH8KfEFN1HaSzFpIMSayOWBGIoJaeUpEZM4sOfyboC1Y8S+LRDWXKz/McDEzhzZbu3eqmx9BNCvLNGnmiAqYdpS2+Lzyb3jS+SPHQZduIop4GLGrKiUhJncFsaE0fiNmxhRTPEh2x9Ka+es3cJi7w3R+VXjR1h8CxJCyRPVEmxbMYVSkMAVv7mfON4xP1F4Vj/bwGqw2LInrL71NYTLFFwyw/fYZ3N+5/co7t1/5Ld5fX19/9vjqJz/5yeePHwMYz05ERBYLIiJjAH1HACwZEeWL8yJ4u9uprFnz86fP4P7aO28Mw4BOTk5ObIQYL+Oioo8zk1fldGMzM5fk7BqspkUJb4gIU3L3iCioqXtJAReTN7vj195956uhX54d+0K+9d1v/uZv/fqjLx7+43/8j794fJVSInMWganmvN1crlYrBe2uLnH6yr2TW4vL68792Vdf5aOj9XtvmNnIQOGcTiMKIpQ6cqClen0mZNFQ4PQvh+sDooLFG+Yj6kjWy/VxtyalL7/6OqW0z+pFpr96Lm4iEl1c2YzhIuwOaDgAygyiLjue7XZmtmKSLEfdMhGpkDu62hmFiJKRgYSYWLLaaHCSyE8Q0+jSU/+s64jouSMl+fD8+vj4+M7V9uTk5IFR13W31N19SRnuTHAiKX1jg4JNAGjWS6A0YaNSWDZfGl7j1mUmzxe7AuDYABofo31rvkHil7yaP3ljOTAJtd5U5VBUnN/pdZCFQMjJFajbfhdYYJ4jm9z+Ck1vGIFpCwegxVCUtopeiIk4vBLgsC4Vh1Gf+SDM0ANTlCYSmOabemEJH1jlqW4grhztykMwv/jemcW7cDg1sA2g6qgi2O4+9CE91DeIIOMwQdhEi5MlYwHUXFmVuem6LlecManuR2RBgVpw01tmZh1tGAZkUtU8jBcXF6mji4uL8+cbdx/349XVVUhzbzab/X5PSY6OjihhHPs8uqRkNqy6LtsQLhMzd5KGYZBEqioca00AkJT+ykSUszGzz2qQ58ysgEpMVHivQE39cHjv0QAkJhZVJb8KBiLbU6rUK+sJEXUKiWlkxYyV7kAQDGua1QByk1DGpjjvC9tQ7GU3fJsot23zRETgRsRjlf8mL1m7KJhopVTB4VKNLnwUZVVCqqoqTEyFVMDOUpBvaLeYwSgCQwUKZ8tAKdOchbc9mkQYWdd1CXayXq3TuCDv9/s8jtC3P/nws9X7ry/X3Xvf/vYHn356fv7H9+6e5TtnOWfqOgA6YHvdD3vbbHO2UFkzIqSu6wCIK9zdAr0agaJEq4Q6pWL+RrajothOBOYkIlHhUmN+Iajq7h4t+ypxgLuuyznHDYsI1fguEUmJMlZVTacgx84mmTsrCcfFspPrS9IojsK99EpQa8iDiMQscEekRxvK6Wr+nlAUHSW6PHgpNAxRSCLCoV0SqfW0XuJwUfo+o+OUDEKbiMU4RucUFBpcKMOo50QtFTKV2Xrtw3Fg9CP/zrAZzRM1cB0P+NC6TcU35fLscB+qn2zs2elchzuBuzd87FHMHB8hK1xgIDBoA44lPheRTpr6msSiKh4ZWaXN3vQv27l49usbjMwb7+v9ejFMAFAuAiVoA0I2syPH8dHpnXdOf+eDd677/uuvv/6LX3z09OnTL126rsP6CABF2/tVx6X3AI0Rq+vGob/mbplS+uqjj1ZHR1no2ddf333wekppHHW1Wmmfo+gMQJTQp2APs9mYNRkR2ehu5iQELGJlxHNPnbuPmr1Ma+SCqwzADv7a937z4ePz/eOv76R0d3V6cuvkv/q7/9U/+L/+3/ptn2Stqndun737wbvf/c7bDx48gKTdbse3X/uTP/kT3+2ZGb4/Tnzv9i0R6WH7/f7qajMMQz5aASUN97IXh082+Taz2QbQFNiLkWcH0ElS1burtZtfbi4BpOVaVc1rG2cvYWEjYqZF10W6KqW0MCp6AEQMNkJ2g5qTEEmGZ7XL7TkA6tLx8fHd5SqlJOMIIhc31QQ2wBwhuQcALCDGIl0+f4ZudfvOHTIdhmFx98755eXj/X4Jf4xkvb49juv1+h4lZl5biGArCE5NtAgyacO12es3Vg3qDtTcNq/RxwnBQGbBbGr201umaRYguQH+6i8bkCpfzFUxqmjET6t+wvEvmgIcHPvma75IvYoMzy4skmhxmxNsnZ+9RB8jImLOXqS7JiGO2X21e0cZ5xv1YZifd6w9NQHMqzsrJouzExE19pu7R6SqaudybJJVp3Sipnhxdai+jTOVilBiDi5jPbUBUXKI7ACLA+bIY96P5aGUtCwzEVkRNq5jS9H4hIV4sUjMvFqtzPBOekdA+/1+uVyq6kJWOeduwX3fl14p4qra9z0RjUNJI+/3+80wiIgbXV1d5WEfFS0556vLTd/3hGXf99ltuVxu9teh3g1guVwK0yJ1qmNpL+ni5sF97JZr4nKnJVZHYGFVFWL2IKbB3bnujMxcwJ8rM7cMrFdeuBRp4uIeoPiV8cTiQdfmBXojjP2yWUomItm1Isug1SK2fDMwMTC1Y4mn3Noo1N2WFE4gqLaM7XwGQo1FxohTqidiuME9mxJRkDLjvUWtZFnmVk/CgNFU/+sMHC8Wp6vVglTIh92eiD78yUevvfbaV18+s5xOVkd/87/428ldVb/uh3EcByJVHQfrN/3l9TDmSRhLRBLYiYg0iNHhpE6SmxKzEBSVU2CKSGYo5MV9GnUgdteSzwkR0Xg+s3Ue/4Vv4e4NRAIoDXMKVbwoLRFBSn+TCAuDhdWjFXTZ5udor3lXMXiRI2/g3UusF0JVqZIPijlCDrT0Iqw6f6hIwRSwwmtcSMqeW0yRmaHttHACSQlt20xy5XAORtl1ycqFIBbPugDfuKObs6pZ5JIEvznFCzOmmoyIO1IJuMYePHV6OHhAbXIf/gaICupYe2VrJndhLsxxn75YKf8NLJaTVgYeUAPsTjMEjAMWUV1vdWOAxQeYSKQMlJVyd3Mr7CCE1I5HsRzIWEBeSq9LsYtZyQWEjG1U30Vd+QrqfT4Bv/KNb/z6d75zfX398PnFX/7lX354vt1ut9fLjog2EantFgDGLkK2IxHZfoSIdKzDPidZLBYXj746OjraKzZXl9It1ut1GG4SYfclwExJXdWUMhFlM6haSkwpeq5FrxQnYuEFCzMLqOu6YRg2m83oDmBgNtUn6/WF6j/74vH60fnfeuPe8tW3//5/+/e/+OKLTz/6GTP/wR/8zW9+85shG5VB6eRkk47+4sOPLtw9Z/zqe3feffPJ2IvJ7VfuvfvND26pf/bZZw+fPt7v989hi8ViiJlDchC6nudqZw8bANipNcCufwPQ7fbf/7VfW7h/9NFHY+LtdjsKbP71iPm6gzlonczMJXJTyQbBjCFels0g3DOJtBoAh+w2+4+fnJ+dnd1K0nXdWmR1dCT9fhiGtN8tU7rY77uuG5OkLv37T78gotvrRcy3lNIIX5/dWp6c7vf7n19dLBbLTb9IKb3b07JbvjZuiOg492REPkE9nUX4qICPWYgOdeXVlVHBljXX9IZBmyO2WBBTjKE6tO5OrTHorJox/tRSumXLKayAm7G9ar5uQsm6DKdLihlwI6Y+HadeYZyIqoWvewq1u2kEsrb2FRO+rBdwkLK4MSxR/MHMtYVrGeMJrQKNedYQXhnAxkJ2QFE1FyMOT1EbHZ4nl3642saz7mXZPapaSoywTuEYnujNahGtD7nyNuIHdJT4DTGH0l341tU5p5JD1OCWxTX0fe/uZsnds+Zhm4koc84588jjODbAV4YRSB2JLMxsfXTyYLH2II6lN4o2YenSCSIazbuuiytsajjjOA67/X6/v768UlXNPo5jzrbdbnO2y8vLEGK7vHge8o2AC8SyLYihY1ouUsJut1stlwBUhySrNru8ZGmoPG6CE1RVSICiT8LENhEUWVgYpk7OZOaw4mAVQBI5b3ep+xGRS0IICFR6qJHBTY0SUS2oOtipp/elRQJK7DF26nYurs89aF1cohYeXVht9pQNbppBcHiUPIIALjyuhhbMDJQpKINkqyNerMCDwtFvduv1+unTpwBu3T5++vxyeX+5vn362z/4Kz/96U/3V7u+759t93kczdD34263IyISNtWOhYkTdaUooWijuLXydXeHLIhIhCFsbs4UOIki3BukS4ITK6uZM5BECvMcmGUuIr4VwjwOIKKMjVmCyC8wRXi5MgAMQCIh+Bhzyo2JSSTnHGUBLSk5e1rBW/Kcs6pPkdKAOiHYNff5op6LkmnxtPkwjEdE4ZWVEgT21JWKh6LizaTmxJQPw2zMyQIoVptZjJHNgh803xRjg5/FRBElMmHC1N1JioqbuQNaomozUDhtMFZ8UGpUQpo6UUZuB5h8eCvZOiaWEprkunsR4XD7QfGkuXonzUihbkvTc+fqpdGMcdweGXt46zcDIbPD3kSfONwDMIPFbWOcvl4YGMEbighRgOBJx4tKDXJRxnYdh6vcub9x6+Ttv/pX/gYvttvtv/vJLz766KOvri+JCGdnAIZuAcASM/O2MxixBmLoeEjGne62nFZE1HNKWfvEXdcxp+VyaaA8ZiwgQNK4JFMztyzqog5ghFl2TakgxdLPwFZJsFy4e0qp324EdCWcmJb377r7H59fPXiw/mt//Q9/8+Rkbfu+7y8vr8+vr3f7/dXV1aOr68vLy+fpzod9Xv76tx88ePDk1VtfDP2QkPe7r693P/7ok++89uZyffJr370nIhf77VdfffXw4vlyuYyARKjWhTgtiOFeUreoIeF4ZIfeS7zef/3VletnXzxU1avdztyNvXQULg/MizgAEMmH6RGXM5YtQVLiqmIYTqmIdNzaYuL49hmA/ai7IZ+PfUrpPvP777//v3v3mwT8+Prqo48++uH5M6g/vLp6/fXXH7z2wN2538ccGMdxT7Zcdcv1q33fP02ac34mRDr+RqblcvmW5yRpoWPxVQGpcQh3uLVaQgkHo1XS35jk4ZTVVcMznOfTcisAsgxvpTqVRKQFQ6vAQCpfL3njaC+JOUD0ypYp40o0hyzt8pgZlb/vFb1VhmmtiKTWLTc63pbrp/IgqQbsS0ys0nqnhDUR5RLOOORte+GtSgkcHvAj4wht071x8bPbaDFXEJFNGaFw0aeCuegpU21IfEIbKi3hgkDLWYkiCGvIEZwiVQ0ns2iOVeH0svtTlBK0y2plgo2ZYw0OHtrPCngm6Dwh2pwN4Ph4dnMmhUOY2UHepS7nHHUqsdUyc855zHsRyapqQ/wmpWTZoNGey3PfxMCLrh65dx2ltLp7+1REcp5qH5345OSkaH+UNug+DMMw5HEcobnv+32/YeZx7LfbLWHx9OlTQdf3/cX51Xq9fnR+DiATiUj0o++InYgjrJQizmXOrqqSwgl0olSCUIJx0ECCQtygAyhI+FA1IjCZu6dWN1Gi6nBo2wPj6Ueir4ajBAWdUJcIgLozg2ccQTMQhGMrZAeIkR0efTUBY8aodiNtJcxutqoJbHfPBHJLbFr64GE/7t9+74POt+z7p599tlqtuvUi58Esq44QfOtb3zo+kSNa3HvtrV5p+7OfDcPA3l1fPN8OfrXpx+jMwWRWim8SOPCMBNQYx9Edo+YmL8fM8V5SZOImU2WeJckwlG73IhJsOa51r14910rnLG5EzU6GeWKjaF/mLGJAKcKmEiHPHt3YDChq/kIsQa+Dw12EKkhFWyTZRoMlcZkISUGbsraa5vJUuYXoKpIwBeAss4UX674Ykcw1JZNfgCNBRCrqPjMMUio8Zh+k2me2OdZz97opszSD29iNMVPaTH3RXrfj1Mnbiih+6YsmLgvKdA82J1HzadoryvrZ2xe9nahdQ1lcJG7G6SZ0m6fC26UeXozf+M3Na5iraqFMLVWtRd8vB5EB7utWN5292ncAiHZOzKQ6Liwvl/SHv/Vrf+t3f/O83z58+PAnH33y6NGjp8O4Xq91uRIRWyyJSDsGoGMWEU8ybg3dqus6SksW3+xHPj7eG/JisQcxc3e8Xq1WNuxZZJnEzJgWZEY0hheec/acXcSlc7HceRk3Iia6e/fuKMzMt7vFOI77x89zzp8xf/Hoq0+fPVoul6+u133fb58/v7i4uBq3RNR30q3Xz05OTv/zP7xYLB6O4/UwEnEeDCEnI+nnz54QUWcW7bdPTs7ePDlZrVaUre/7iy++6Pv+cr1iZiMpedhDDwkyn+MAkDSfnZ0R8vnzx/04GHw0VVVwfJ2n79ZIf0pJTFk9nklo7DGHDEWNhjCL19gjR0C3FOh5WeNsZqcnx4vFAv3+F59+/NnrbyyXyz/50Q83m82PHj5cr9e6Wm+J+0FTSkerFYCcB8vjYrHY7/ejgdMiJSNN/VLd/S/3Xc5ZXdZp9WY/MDOhp0qxCFhQBJlnZRBtJs7n5EuXbf1wW0eVbVeBznz+Nz+ngjmfrYgIIk6moB58Dh2mJX+43LhyjSbHGJjkhb2EVEjrOqLqJ8+w7IQyX/zxxmfi9wXW14Qpou9FvQzxqX/P/JqL492oGvFf0IarYYnIatgxLzOkWI+QX2kHPNB1C8ncKLEvVhEobuqBtNYNqknAfXVIcnfPxu5eiP9l72cAkmBmChdhKs95mhj1waEkLgAF1S24OskBT6nccmThEElDLr4BcYl3RLygKVc0xNzeV/kIIyKOFQYyd6mkdTMzFJ14VSWSq6uL4vabqyJrb2YsvO4SUbfUxRmOVTVFY0Dz9997nZlPT0/hPI7jEGo4JGY2DDnCNGa2vbp2d83e933kNHLOl5eXsSf2/TiOY1A2VXfjOHaLFctC87hcLPo8ACDpAi6rahdhvZqHVaKRHAB3iWrsdhFSMlSWlaQET171MYRKPI/cKe4F4u7LrmNmt+g+1RZvi5VM71NK7t4J9X2/hHBKa0qqGpID3SJdXV0B43K9HLP1ff/Wg1sL9Kth9+d//uc+5NVq1Z0d3717d7lcLpfL55fPHj39enE8vnf3PVB3fP+Vk4dfX15eP/rqc1Xd7021KAWaiXvpPZ3cove5IFqpGoXGenmENOlGshM5tBKz3J2LwiSIXEJbwpsjG7gETuLmoOiiwRYJRxHOUxq0JvUTQE5WehtjmpERlnNCTDmRRFR7E9SsZUxEAEmI2AspogoUcy0CaoUhhWjakowz0ZZ2SWYWLXRq4iBjNmmoxqtqJLpKSasyQ4Q0OzOPrjdsnBGYKZqaz22EFWrnzbZsONgbmsAq3EhVKRol1UBm+3BNZ3ft96iNicoIOELmptwRiAKNupIH5RYAWAiOUQvlBaB5VNJqqW0EHpIkntXzHmije7NfVP+dAO6NfStsensi83/L+jHiKmWuPqIyF+fb4eHCK0doDJJy/Z7bblR5uACgU7Pq6hVYb9mOiN9//bVvf/ABgE++ePjFF1/8+POHzx8/4dOz1WrVm5gZSyLKnJiIsoL6nlPebba8XKiNi9WxXu9jvfT7La1WA/t6vZaFMPMiWgsyA+jIxAwwCUmn7ENPKSVQCfg9ffZsKSxEV673X3/12++/C+Dq448fP378KNv++vznzl3XSVrkW7d7nKnqk87M7IosL2TnpgRF5NSozdJRMxGNAMZhgZUNdnV9wXz13muvP3jw2m++8/7l5eXD50++/PLL5+OOmU1WMUnrZEWtf58CfutFOlquMvn5+flWSc1yodoC7rARIgX2EYEodTzLoznXKntrASQrbM4QVgghpE7SOI6E6V6SQBZd5yBzJXb4//pv/42ZXY4DhI/v3u37vlstZdHthzGZr7uy5zGzGwl3CjezBE6JrevMbCva9/4TXfqgCbRaLF/pBwKl8JCj2Ua5gCmJOZ+KNzyZtsbbv/PZ20Y20sElo1i11hrSmzJHs2oPO+zQegNp3VgjmBmQYB7PD8i1Z9aNay6nKOzt8vv5UnKvMoXszRS3f2fIJlrbxTOdkrntVAjyPkf3UfJCsXZMtPq4hYB9nTt8Bka9hljc3YlffBANalO0fI5Ec2sUMT0dopIjrnENmi44mDM6GxnTAl7jvIg2tC1oUvhFxYbPod4cwbujFT4Gqqtkx5ewOQkJjigxMS4ljBF9aBw1wnTwcu8QAtWmCewOI3rpQDEqAydcES+FJrFpM0ntDFnGtKSUaHLZybHZbGKeaFgeHpnoaJX6PmO5IKLT03VsASGdmFI6Xi+IyPI4jqOBmDmPhRw/DAOcN5tNP+x2u12oc19eXq5Wq8vnV6end3b7TdzC8+fP1Tozo+CrycjMMDeyLqVFlyI7Xoc2g+DsBCcnh0d/vQKvyReLxTiOoIMV5BAPrkDb3WAgSOhhZ33j3t3XXrltZsnQ930etjEXjmTZ70iEF7dP7t69e//OehiGr3762K6uVdIwDDyuh/14fnW5PFp3wMOHD0EDPG2ebj788MOPfvEzEWHn/X6f+xGaw+OJwvwQ2E4BIJhYVRnoJDq8l5YGU5MMCo+6NMkWISLKOXupaaDgkxk8e0myGMHck2AhSesvgQIQG2a6MZnIIcRBFSuNeizKmtAYegcroQoFkzBqFCr+pKqYB/BnO70g5TFH/6vq60iALfzyFwmrWdR7RfdNhpubgYMaGOrDiSVWFCcKRC+MqNWzObK5aUdaoI5rjttrH2oUbetijAKIsNXoWkrFTUFVuQNcEsVlhJdjZqhJW5RQ9gGQavYCgJFGA+UA9gDYwR6UCqaJa0Nz5TxTWOmQVnWhAKLSGKoZpulcpefHlNyZJtsLmdw2btNF1m2j6fO5UVMth9o8zjTHfDjYqKanQOQAaWnmw8wczZGpBt5jPFNKbioi3/ngW+++/Y1fH+z6+vrffv7Jp59++nTIOWckd3dbiLsn0pQSUkiDjtjtxm2fUkqpIyJ0bMNuTNxfnnerdUqpX667rlsdrc1MyARgteRuDncfiaDZUnLASQzQRZdzvgI9urr+ZNi98sor798++/YH7z8QOT8/f/jRR9vt9uLy3MyuFx2Ac+tUcZGAlEzZEOoxJaZSQHiJUTGAPo/9xTkAjONPPvwIH3+yBB0fH7/12v23Ts8e7Pvr6+urq42q9hxMrANAUJ6diC/Tzu350wtmVtdRs8+jgERtJcaPy9QtJEmOaJ6pG9WgtteWvCW2AWeibCYso6lRrByfpj6zgPq+Z2YW2XYplkfOefSdsZxKOhIJVu5gfrRajNu9GoOIOa2Fcs5DSG8CBBqZZNFdpDSO40+f80LxO85MnJBBEJ/deW3k9VKEV+ZwDQKYGZEArQAQRDRXxpxHAysULjIxAJmNbaXETjmHeg1duTsK15DnS/LFS4twnqoGqAp6TAnBNRWkWTRxfsaXHlmzAxyVyI04NOfA+IQZw1EvUlnMzCWSVyKmZqUcpHRY0cAomWp6up199mbmT7rDPY52iKu0GeS561j/2uxSA9xAWOraV8mCzl8kvQrlxd1NX9IHlpo2gkVaWVtlHiFFyC7nLMKl90MjTmhpZzrxWArbdbaZBuWtnDe3O2qX7Y2S6POnptVZO9hhiSlsUBvbMv2S2Ex4+WACmVG1rkQkQQCLQaxrn8CIRmIh12yhYepEQQglFyxSF3jDtG/1xWxwzeRORd3ZlWx9uj7BquseLCNuN+zDhTCzlNjMovBuOyCltN/vVXWz2UVPl/1+v99ucs46uKrurnbunqR0C+z73kaz8hi5J1utVpvrfUfMkZUMTTcQM/MilVoWgoACfBCRm5+dnP53/93f/u3f/u2zleWceedmprbr+37oLeesjvV63R2tAHz96SefffbZJ//2T8VMTce8B8vxYrk8Wbl7n3sI/uyHP/l//j/+5XBlKaU7d5ZXm61uh91uP+TBLUdIxBREErYlhUHUkMEThjs5zI1r2yLm0grWipGN5yruSJQIZMFsgKopERWcQRBQPhROI3JmdnOq0rs0o0DG4menRMmCKWjuZkxObnrIqSQiolYcEO3kYQSJOgIidxWhCNqzUICPlqduydY5yonLbDE+lB5LiLa56uZqwqVrJ2bSylLKN4CDGH8xEILCNAfQSblrix64CHTrxQUEA8Tz3AAayiktp6J0mIzhRY/whgc2X88AtOkfV/54AUnWMDxR8VMru44Ab3+paVNJs8GqDB6g6OU4iLg1w3H3HNl6L4NaQxSgGSA4uNSoreCDEOD8id8wxDEniak2ZQaixooiAxLBoUg0xINxEeE5HIl6T54z+QLPulkOZfsgW4N9sVhcZez63eUwnJ+fX26ux3E0TyklTYmZjxfd66+8QpsNEX399Lxtq2CDjTIkZqakKSUnETfo6O68dxFZrFZENPZby3K93S0Wi/Pz89VqpYTVatUtxLJGb7xVgBVVdx/EzGxvyswqoqbbtLB+fPaLT06+fvrW2fHdu3e/+/3vp5R0c3V+fv7pp58+fvz46+FS3Kl7DQCiIbo4UBoX1h1lBsUaPw+ACNx7pn67efbRVlK6d3RM0j14cA/Ak8vL7XZrEmUEQYh3AF3qFovOHRcXVyAWllFL5T8ivehFcxLTeYqfGTxtRtSBEYCYVynCBxQRArh7SmnMmhhEpHXuMZEB2WwP7y0vuQMhCD971avra8q2Tot7Z6dmRnAiz47zq2sn0hYZoohaNKV0IqLRPBOc7PP1ahzHN9VP1uvj/TnVtGZdmNPUnX4792/b+rUgJBYe3hyv1PPe1JuYHfKALjnP8944e6M7v+hQtb/Or7Q8DpRka6gJAmgtFhtuKzOIqGQk2evvi8G5YaB8loWoyzxqL2jKrrxwU2ZVn/9ld4oiEBMmy92dq1jY3NS4l+gL+5StiOSgz3I+7dqoRlJtnk1m8roFRKK2VF+6gRCaH0ZFkRuAl0xReT/dGAGITGIJKDJ1QOn4RdX/j5toQ1gu2RVFzLAEOGclQWghNjOrjPCbD7eiuoM/USX2aEnSlVNGGTKV6J6BoIwiGBX7hcWA1LtzclKrP4/jSETMyQFUMRSWBFOv+27ccnGwg8rlsR5IRNSUHWaehC0qI9gcRsCiKypwREzkOu4BJAKRkxm7R92MDaaqDGdLCzYSPl6euPt6ET0A1UO6rJbH9X1/cXFxtD4lou3VFgAz9vv9k+fnd+/eff78wsz6/bjdbteLNRENmnPOAI8jD8MeUEgC+Omzc2Y+u3Xy/e999623X12tZdWNmVU32367vdrtd7vdPus4jovVEcRGsZzzya3js+vT3dV5guowmtmQ0uOvHx3dPyV2s3x+vtld4fpyXK+PF8tlb8NmGGjc9+N+UAVBzaKtL5dW0pRi0UbP4ea3MTMRuq4zYubElCga5kgqHWlLHRMJC0wBLlWuXJJ3VFlfqcbPygw0Z7CrpdLVLrSw4gFDyh4AcYQ6CREnYXcXgxA5WFVJioppTJoWvQsQAMDMoxVYxQEzDOWlU1ChfNYpjlIs2AyQAZM2UvECo0yksThmiygmaXMWhVqHsrK6Kr9EWqE+1UgqDql1zelE3fCClmKhGjvrKlgg0SxPxDT1qyhrh73e10HyIipQhCV487ORIYBEMOnzEbKqFEXyl1iNds3zD3DtaGzuqbYm5Jni5XS/kDAfMcIoOT2C3fyK19d8iF68kvnBp6+H2k9t0gyAKQVWRN0AXny5JHf//NnFZvPo8X7s+74fx+VyCRFLxA5njHkkoo26wW8dH5kZ378H4Onuer/fY1QDiDOLuCZWY5PFYqEMVXWGiGAYUkr7ZWJmogWPY1p0mgdfLK63G1otFotFWnRmdovP0HjasJwzOjCKyEjvbj0WXdf3/eZJtkfPf8JpvV5/6/b63Xff/fXvfgfA06dPf/GLX/zLjz7t+/6hCjNvb50yh/xWjbSVV8S/6QDz0aSuTETnQ8/Mm83m6OiIgOVisSQ6OzvjYb/b7bbDyMzB1egtA5aNs4YqE6N5AS9gGKIqnx4PdBaF5To73D07gQWmrfdRrkr6Ae7ZkcDuBjcvPaO8t+zuznxxfbVcHZ0cH71yfHRxcXH75Gi/349aINc05Q7nVfgFImKk4rRZ8578R883d5fLB8RE1BWvz1DlsueztETaZvFpLiKrMUvLmFTN5pdQO268KWDrl7zcb6Z625uWub7xpwYrXwSOdJiSNrM5BqpYCmgmlAolZv6n8nVngDz8XmJqlZhuN2Lz5fKIZ9ED6CyZ037ZzO/0IzRgGQhRZxRopvWfDRsFRNrz4Bbmb2qGJFxTaQ+KuKZd4G6zkQk6HqbhOgDrpPEbU4u6csyq2WrOpPalpHbZN8cftVM5FcWMAjrJD6YrgBrDyzfM4+HRAEDLecMHszZ/SFKbuihetQct3lu2BEVnhIjSTFintGBwYpY2c9wdTNpo7qXaNWxOzEYGmEqBM7xkU6ll4dydg2QFBkC1qLntsEoe2VgmKvadndyTs4BSl8ocdlfr66MpxUcG2e9HM7t169TdzXR9mohosVjgUj+493ZK6c7dEwBM3Xq99qzX19cg7bqOu+Tu0dnZ0THz8+dPAYzDTvX5w08/76+3v/8737Q8SrKB8/Xl+eeff743zzl//fjiq6++evDa6z/4wQ9evXN8enx06/b60ePcuZnbdti+8/Y3Hzy4azbwyI++eGj5OBLoqjqOu3EcTfMIbyWeTERISVLkGZJZphb7iWlRZCcTwAtJcBhyNM9xApyJMLcUwl3wKMxqnVoVrmzzKRXJAGm1R+WZqTnQJVHV2puhgc4i43QjVNyC3s3lZeZAdOwhKewOMKZ7cSK36KXGsUQjShZgaG7gSqu0uhXVTIKDo61kBCIEQF1aFE5nlQagGnGcVmm503mzNSc4s4T5mOiDL82uxMJAdHFAqSlg46LJNvN3mTkcaze4e4YycbSTir+W+iM1dkQqhFG07uegqpmVuAVzSyn6QIcn1s44VflhZm3nP04rs3r5N/a/ltav5jvwr/mh3h5m20k4LMxcnLboT1r/SoI2N9gBtWI6qTgh5ekfzqhW4Qiw60jACHK1Hz989vz582c+AqC0UIIKj25iDpBDC0dhFg8AsEhsZmfro9PVenDLOV9ebdjJTeEOdR17sCSiJMxsC2EaLe93XddRl5l51AURbfsdM7vmvO97kZTS1sTdV6uViCTPCVB2MlOGuysB7pnZ3RXCzI/haRw2j7c/fPLs/bOTBw8evLZafP/3/uoH3/0VEXn02Wcff/zxH3/1dL/fP7lzm5nH46N4ym3QUd2mF1/hPjKzCqtmMnfiVeqSdPdvH/Fd3ufx0aNHA1MeenCEebU4HtzADV56/IV7UmVUHd1ayZgYgLM6c7yHztCYeuG4tX07LNWo7uAMgrkQgWg/WqZERMGkPj4+ZnFJZEOZ02ZmcFAVhHVmonmKPyyPSUK3uLx1+yLr76cFgKXv21y9sZu2GRKBLMwAWZnbs9keP7W/vgjOZutiHv8rPvAc6qGVNVSDqaoRmb+BnA5RDs2vrT0md59bs4ZZ2/uDeN5/EJOhPqPZ/bC7w5yLgWLGzHSQBfU5SvsBaMAjZ2YKPi7Vflbt4PXH6TZvWKE6jD5/cO1q2/gQEhFFpiUgY6ni9BmtZRbTfREHxysEaLykXyJ2F5MjuimN7s60JCaq+8j86zdG3maFa+WCo6NVdW5n+47g0Lvi6LdRUFqjbJaGUmiT3Ip2h6qnVKrOW7YnNs/5PbrHfmsztexSOFJ+iMubjcrccyALXKhmBnWiULIq2CDJIo/WaCfubppFJDZnI25PgWvOmjAFI5i5FVcBIPaCYesotRgBzWT22vpSG1frhQgRexH2Eu2HazPjhTPgGIdxYOZlJ0Kd8xrAcn1HVXcbBvzi6bM7p2dPn16sVquT1eL62j788V8SUZTfdcuVgT765LPPv/zq2++8+cEHH5y+dmv4OG/7/enpqazS7ft31EZm7rd97gfQGkCIkuqgphgBEzFVi/YUIErsTLVRXol2uHtJ49X/Z6Yqut+CyTkFU6dGqlU1pQURkSoTRxKNKao7QUTk7GYFfc0WQPhAQUwTJ6FomqShxRAp8JLZiSXHIBhCxhlTdL3s4jR5hEYMwjhmEYklSuX3LeZXPIKWXmyTW4QighwLILhCVvRJDlYvhYdKhlnTtgmUzMxETSsUi2OTYKOF6+n1uwHCZuin7hmHDceY2WDunoi5ghirwCkevx2amDJri1dadF7i4zdsU7mSiPaRzf5URrca/3oue7ncZfviwY0cGoU27O2TkRRoin0EuNFUaI8pbFogcpD2CtqOCjivu31pqVROGv3ubNpWfVKmQBhucWN1BYvIT798/vDhwy/jA8tOVWHZ4aHZUxSeMkmE24BscJLkMCclS4nJOwApj9n93luvA/jk0bPVarnfDeOYYw4mYuk6ghHRUcfJHK5ElPIAAJKYeRwyABVGStfbfrlcXuw2KSVwYuZuXeLxBEgS9hnX0y1rP/S7vksi8vnnX66ePOu2/enp6e+8/foHH3zw29//zT/43d/7r7eXn3zyyZ99/Plnn332r766Tiltb98mImvVKvOwn3v7MXQCI76eVT244Vl35xd5vSQis4zl8t7Z2bNnzxhO7lo8e3GvJeNtXrc54Og4qgAishiThNHMEyKoHSyPQswtvWiruAYzL83ZfSEp52yV2AVgUAXw9cUVLRfLToR8u7vuum4YNFy+ekElKF6cEK4kXCASWFZrCNJysTy99ZOf/OTJujs5OTkeZtDtEHbgMFGooVBVDnnz5SHzNFsvDX5RdeHmJQV1EU1C0JgHAg9jOe4+moJAJNOStma10DDzC2vW2uW2fdHdY+QJhJC5MgtplVoE8BJMP0dacRCu5YCVxGxzNBk4EyiVwmUfKaVygXGpTCuftm3mVEBwAQEws9jkK5CVG7fZHpmUQqKKurh0YLohd6CY6Cvxrx3er7s34GshvTRvq4Ay/O0NEbkpERu4FQjjxZw7AUzsaWaTp6GmA04s3XgKVSGBaQpwmFlxj6mA2viyRqS2Hkdp9vSrSgPDi5iOV1fBzKJMp0wqY2/l6jwT3i9PfNZWIL5eZprBo8zxJuW02HVzVFUjqu5EiZrH4lUXieJaL1YmQHlT3C4VVtM8DF+vtFSoRTOlEEdJuCMQgSW5aiBMZwELxypwICV24y4tR9OUEmix1/1Rx2bW7zaffPSLk5W8/fbbvl65rE5PT7/44ovl6S0wjk7OXn39zc12u9vtfv7h59fbfPLqG7/2e7+/f7K/vr5e3bu3PDklcXO/PN/AxAgiHaHLo/YZfYarq7o5OZiLok9H4BCxSsHP6FiiXKZlGcDJEPB6ioSj2p02daaqDmEWcS8B4akNsBNz6EhME3ra7CXmTTmIiLAcJDvaVxjJ3RFRjNpGLI4T1xDLuAGXYBZMUIUpUco5C3fxIULxaJSmVVSvbSKxVlgTjdEiIR4rJtgCs7blM5f6xVzMbBjLi0mmkSTC1D6y0IeZI93oGdbc00q1hrsbg0qi6mZajGpNTBkFgnoZHyZoKRCmWULZAYQIImj6PRExgr10E7T5rMyi3W9bNu1HFFPrLwYw26HaYrbC7JwMqsyGbj6STZUtfJcCqAkiiWrGh2DzuTolTWY7TccCB/bXZhZczN7oww8//Lo7ux7HfLQ0s+j/VFlKAFyibTYreLoRrmrvHVxExElVU8f333hzZ/n8/Pz27TN3Z+O+782QczZxJRVTEHWeRPOxdUTkKRPRkkYi2pao4YKZtcu02+4S0XKpYCIa+26xWKDruq4zKIlIiekWcrSqKmBZM/NOdTxebW38pz/9+R999uV7C7579+5vvvrKm9/69q9++zt93//04cMf/vCHf/z4uao+Tkdd122PlgSyCMj5rHPu7CFmj3ajCjNnEOhZPwAQYiLuL6+NE4C0TGduOefRNJeQPsEPpy+RsKSUyN3MNHjE7m4aSaIi8DSbSsFS5TqRmHnFdHx8fA/MzJth3KtZV9KmZuYu19fX6k7A0WoNc+go6aCNjUNRmkW5u7m7Egc9i5lNVeHhinhKRPTwejOu1uf7bTopgWmiKXsVl/YimeHFV1svcSO/7CuHR37Jn8q2XdzgKOei6kORakFUYasnKxfrtBo4VNDXjOoNn20OIOZLvtg3JzMvFN+Zy0cvzJ+5VTw8WnQrjtHLUxTTow4sNoi4/oOjoRR8RP6K3BnVUBuRT1mRkqOIu4w966VDWtVb4+IUZRwKyGBDWxcH1s+4eqo8Hx+iRBBHZma4cOmWTiXscjieLcg0/1MkSavBudmBqY32Sx9Qldw/QPPxYaui9Fb49JFfSnCtUZNpqCtjT+cV2VIbVpUzusBDzW2CvO5u8ThIzS10HLnWtDKzuaK1g5/1rEKxNhXHt4wNETFZPcWMnxChmZcMzny2EJEb3CN4EeaFK7CZRik6dR6Q9A9Z5kSEFIV6BIAF7lYKpdQ6FnQrM8t5f3GxefToyXK5Xr1x/9Yrr37zW+8/ff5kd7VZLBa6TIlYHOLAcjFqluXpG++cLd+y7XZ7td2tVitj+vTTT/vrgYzSuiOirLrf79Us9P5yqKkIh0w0OQQ0mI7jmOp1U0pdWq7GccyjiYhIF0kNCexFkSOPsTuAYkR+g8lR/gSBgyWocqWzpLtHg7W5tfIaa2lHCNjnsxgMlyqYYHuUUJmVFgtlvkaRrDMxcySRG1ejPZtsnpIUdkJMBq6zn2ppn7NPaKYkW5s7S6W3JM0j0u0Uc+JLm6PzqTbHRnMoQ0RV+7qIGjaAwgY6TMo0H3K+1OeHMrPCF6Rpqc/fRI/D4lA5GjN3Hq4rYM5jA3w58Jrfyw1DM78Yb6yow0ttI9PALhDJhXJfiqqkE48SYA66DdAKSkpPxqncr54kHsQ009rW0i5Arx6/9957v/6b37p16xYJPvnkk3/6L/71MD4CLZbi5EZuVmv32j0W3dsKVxDNvuoMiaZ84nb/3ivuI7namNmxFFZV6gSehlEBzuOOyDt3Zk55ZNNVVvfSi6+LfaITdx95ICJd7N390Up4z1fLNTOrJt3zmLpRZH3rnqspMzMxjJhp1Oiv4e7KADBEAFToWscvn2wWl9c/+sXHt279/FdOj99///3333n/m+9+8+9srj766KMvv37y2Wef/fh8v91ur+/dI6JhkQ40JGdhP1cNro6pEnPv7Tli0QliukXBLIvngYiWXer7PsJBNckCSUk8RO1nTh2AqsdZ0FOFiTcynqUSzS25syACHimlxWLh7uZ5s9koR/9QFuFkxsyL1ME8B+1buORyq9tBsa946fQyhbXIwSTdEsDTq2f77E93u1tdF/peyQ5KUF98zSfh/Dft/Y14Xvv9jan4y45244D/kZMWYv2ktdlsVzvIpBbvLjPKSvxb4mf1sM2e28wXevGSjA11KyVCDa+6O9+4kjImBNRqNQ97zcVyAsXHqYMW458AmjN0D1FytW8gf2E86zXrzDRFAhdlV2g5nyj2mvUKCkrsQW1GCx3h8JdQkEeGoe/7ruuK2Yw+IDW50V5z/FfnQDTjstaPbj435rOlWLyIR4JwaO1vxHFujDyBmDkKd2TGTddZG4HwtNsFTFfuRQ0jphNVqkDZdUrvYBURVCyLSOlhQnvTnlIsfwbg0fmX2W3S+gndmxJiJHKKUu42Q5jMIyk/PWuPvDbPXAvCoWvLpfhdUXtME5ODLE99H0oluysRSYBWcnL1kJFnyjmrjub5anP9+Zdf3D5b3bt379u/8isi8qd/8hdfffWV94pxFEMHZiHLur5/58GDBzLsPvnkk7sLGYbh4monDghYWDoFkEdTHUoBkJkDxAlEKcVsMTMdBjPzoprGREkSORKxiwS8FRGbiXdIIsDEGbOc70tNTPklGYCM3DpoBa4IiRIWtiALNLgWxtGMAUlJVa0W0reHXbfXsu5BE0xsH0ssFvccDc6Jc60nFe5Q+yS6u5FHCqKZjDZZ57dGRF5UpuoErSGJ+OQc/s6+0uBdM9JlClEFzvXDXNCMOhGoLkJqCnnl+GUo4mWVrH3jEbTnQuTMFOnRUsYBd/doFDN/XvBpDHmG28pnoCAXn6mxxLXRhNRrVJgIpdhiPizxivJ4AcV368EPuHp1V9CUUnTpmZGTZhf8H3uVEQ75xridGSM7jtYR9vvdX/2NN37jr/4W1tewESzv/ea7/8df+eYf/dEf/aP/+78535wfLb+R3beuCE939qqGvp0RJBwq/JKIme/dvQP4MFjOGUZBb2VmIU/MnlwYnoncT0YXwWv9NRHdd10ulydCAJYgZk57Tin1eQTQd5Jzfnx6BOCn6zMR+epoRUTXi6WZXfUKYPR0dnbmLEdHRylxzjnbyAG16jgMru7Gy5USPVmkL67OH222/+9HT18B379//3ffee273/utv4f1HsPTJw//8i//8p/+5OPNZvOXIsx8cfsUzKAFWhxLo5lDaTERiwcoqbcxO9e+mRAiJkpdSl0wYLIVbtC0F3Loq1OQD3A4w+feiIZJ8FIRCQK7MQs7LOfrMfd9r4bFYpFSYmZZHg2an18PJiL98MorZ1z0+YCiUVycRk4hQV/9T2b1toyhcEXNbi6Pz8/PN5ebcbsdIaNLiZ57iQcbgYsdK/EkZo4oRVFnDi+x9XWkEouLbSOkQ2oOkb3WuMwX/QslmAdjNd/IeUawK7+sPSFumJF6iFbIFQcEe3QdRfmluxfaJHFttGgUEjaCucm48SjpJXA27jpGKdzPGw+92AqNpw3gQPLGfbJ+NwbB3b0qm8wySNNIzi9iDs5K3V7Z77Tue5FcmewYQMzyomPb9q/5nlIM0aztHuggNT//5Et9hmjc6zOqwLwGETARplmtNx3CWaCkX+cdbNuu6u4RdYv31a/j2M0i7xt7SmycLzXOJVcThTbmblXQFzAtlTQlrCOMGl2eOxKlP3sBebH2/OAUs9xgm9XcBHdnj8DMSNjMhEpavLRLAaImGihlNHWdsmkUZk2nY58iUKUZncKdNMoB3eBQU0riYGYuSTFj9wh+EafVeikjXLM/efIspcWjJ+e37tzHOJzdufu9733v7bfffnJ+9dFHH13nQfMA1kXqFou0XHZnZ0fX2w3txydPnlxff+2uQE4pxe3mPnseqFu4ex4doNRFPiR252hpSwCSkKA4KGxGBBHxkgkkigXLApYWRau5hhDyA1k8EjVQKDFSxEUjWVxauHq42hy12TEUzLAQDWEzcg+JSBAxOxGYoYVIEZsrmCjC7wU6COoivDFrb/wYQj1gZ2De3rOtLqBi/0NOW6yMtlZb5ImIWpUZnEMB2CPewPUawsoLm0YE0W5c54vYpSUOPIBZmHLz2Pik1t3MQF9cSVsVhcvMBVnHUjREj6NGkYk4WYzJrPKtYL4iVXDgjseD91pRBYT3YVw3pNBIK6vjMLzXDG655orMb8C49vl4UwTxZyHDm8/lhS96qSmbmTmP6szGjkfbdIko2fCd977xG985tkc/s/EipYTTY9y5Q93RH/5nv//Ou9/5h//wH/7JT5+KyBcnx+ampQEy3J2i3c8Lsy7eLJfL09NT02EYhnG0nE3dGEhuoSIipEZO5HeHfHKy+tXHj5fL5e8sdm+88cZdGd19pXm5XB51S2Ymj3L9UxHZZ7+4uPi4v3D3H499zvkXd14ZhuEXJ3fN7KsjJ6JdWozPdrZcXz5+uDg9XS6Xwe90giwWnDoAHTmNYwiy7B2c5Ck0JXq27z989PDjL744+nc//s7J6nd+53d++95b37r3zt/6/e0XX3zxF7/46OOPP/7fnl/t9/svb99aLBb9euVmjTY4fzBlxIGsCqpCmi4pJSlyQkQkKbYrBhElKoWfrGogmCVJ5h6a4C8W8dS3DBAH7mQBGAwDBldlgDi7Pd9cufvVfgRw2e+61eK3vv0tVb1++ngYesgSIUOKMDJsagSJ4qHCq59FM4uGLciJB8fz642AIOlsvczDML/ItvEUQ8RcChtrz8NIHdwIY8y/8uIt3/h9XTHlAy+FOzd/9CIQQMQ+i3M0vhrQii0mC1Aknl/CNpw5h/X4LwOPxYMtIxMA0QkOpZJABFCS0XX85rcwh0EThI0+WaUU1yLq7u4z0WgDWOSAZ0yzbExNvr94Xzz7tyUGqdbnRSTKKIS3cGjPC4BLN66coZGjJDKrTWzdb+4E7TYBY5Zm4efCiuUSX6JQHWNIwlPG0yv3qQEjdxcR8xG1AkZEctZa78pEpaW3vswZIKJpqvySfa2BRW/EjboK3AYCkbMQ6ziWDcHUS1fZg3Opalv7zNx2fCKq3Y+DEBldTCO0MgusuLu75kxECmNh15nPQ2pmwlIP7h5q2y6qytGqkRSAlbARmFlANmZIikkNFDFBQulomkdzKf51XDghIBa4W1HScRg/+eSTk5OT/NOf/+6vfHD7TpeQ3DUdn7725hsX++0wDFfXz/u+Xx6fnZ2dpcS//ju/89mf/eTf/emfZR3MM3e0XC/6cQiCidvo2rmhVGQ7MTMkyJTZLDwoTx11ALIHcCFQjf6QESG7E4xDLHluWqLsgQBAKB5sjuY7RJQoWdWZm0/Nvu8bS68YTeKUEgOFEQMiDtSlDbNEkIZLYXywbam5jkwpYFY7UbMpB3iFqOiyeyvAoSBstNnTwHtDJzi0oQ3qubkzQneQhJXruZgi+136PzKcJHQJ4pELeVsVEwaiSWrV3Uu4eIKYbQCTFWnWMp61PflLbDoRkTGDjeCFnUbW1vnM6Z/DKRxa1QC1pWKL3aq8DUGiWoKISY2ZbaaJ3fIyFfmBC7xD9dk8WpLHbPFa2kxEbAct425uJC97HVzwL9nziKhoAYbdcRBRh+2333t1eP7zYRhWOmRAz58tHz/GW+9gtfrGe/f/T//n/8M/+V/+9T/7Z//sZCAAz7plOH9EYGSYBuT3GkI3C30AmNnl5WWB+GahXpaIyXMUJwlhaXm5XP5n98+Oj4//imxPT0/f4YX79bHYcrlcqgzDlsd9mGlZiGPn2YmI7y6+l1Yppaepu76+/qn41dX+j778LOf853ffBPDzkyN3v9BxCdiwu7y+WJydunuShROLMzOTO+DaZebSHlsJWQclWiR+CFi/fXR5+b89+mfvJH/zzTf/4LU3v/X+t37rrW/t/2b/4eef/vjHP/7xZvziiy/+7KkT0aPbJ7RY+EFtb/0XJfAScDubqWpKSUSMDGkSnaQIbBEzcqCRshxUYZxSini8FvKIlanFFETjgw4QTAYfskUliYCyqqpugf1+b6Bsvh+HlNL9+/c3m81omnMegkvkpAaq9WexNghUEk/hijmpWp/ECBfXm5x1kfPCfWVYZIvuNUFBadInrRi2rLUqzU9EiCZmkyAU5rty+bFVEtIUQSciMi8Mh8Pt7SWJv5fAxJegshtrp63BGwuQZo7cjaPF3b34eunp6lk5elECcJ9EN+bfmp/xxp88IlUznIjqMfI8Ku9Vr4eEQqynAkovcR1qHC2qUYkXB6SdmsrmBCUjNMHtJp4XrOLyqsj6YBhvALj5LhP3GOSQiHe2/eJwX0O1/968aCIWkSRTTU8cWUCYtYMzm0qCbt4gGxEFdGBzIjYrmfe6ESNiuqo6e+Dk5h3LVIoYM9ABc6WhaNCUcA8ningztxST5VjL7u5NnNndG6HI3KJFgqoCLeRRaE5o1K8ykrFeyczKxhOrA+6uJOJwLYpgATmCx+lEpKQlw8lVFDFiT5hLy0+U/VZb05gY0aS4fdIdhfjmnGThnedheP78eUrpq6dPLi8vP/v5x+fn59vBx3HUdJRSgo8527PLr8/PL19/+42vnjz9F//if+37HuzmnBK7ezbdbDfwhUFp2LMZl2qUJJKIKOsQkMaIPFxrAInB5FZ9iBgyEfGsBAiBQq3Ngah7LRunM5GIqeqii/08wuYGslCsM9PFYpFzjlxG13WRXrwRdMUhn8CRhnGAiIio5dijnTgIthRqXAVeOLGYF4WhtqikVsLWNUYR/qU6a1EgCSkpVb+QQUKssxq3uaUr78kBNzeHRxGMhwR0rWNClO9Vj9arKEmM20uxC1XfN9rIMNWSkkMWCFpSo26pdMOEWBMQC3Grg7+zQ7gW5ZVPMUClk9CckKoxstMvuFZBMvN8czXCPEgwGWjzlIpWrZYIAabMSWgv1uO063zprvDSLWf+uvEnn+1/N35fDkVMko5WaRivr3fnZgbNzCwj97t93m2P79/H2+8dHXd//7/922+9c/bf/4//4tmzZ5vjByIyRtEPOeKxag5z45oj+AtgO2xXqxUAZoLBrCgQCMTcBFmYvmf5laNbf/3y/Ej9/W7g4fltGVNKCyaMW6itCHAwMTuTkpcCAiYiycRddzfz/aW89+5bODv7uxfjv/k3/+a9/dXl5SWPDwD8GK6qlzl3RLJPZqY8bHcb5U5EluuT1WrFLOM4Ji8zzt0drvuciQBcrZeLxeLPr6/+/ONP/v0vPj/60x99/87ZG2+88av3bv/dv/2//29Al+Plzz/55KOPPvonD598+dHHP7979+joaLNMbS2ADst74/+cR9UsxaVOIjG1mNjZAErSpZSWQboYFe4aySMid881FsbMC5SUQrR8LI1zgIhwqKmXdoyaDWphVXy5XKxX66fPzgFoHkTkeLXk1IkWIkEkrgRExb+HuxsMsCiZGkwd3jMZaPPsEv1wPGYiut3xQqcIX5nztac2Zgm4F2s5I6H8olUsMxk3t+bYvPFLqijmKzG88IMvRxMdaEopZyUit/mVTCvxhiuFl73mJzVqUf6biHD2DZ5B9smp9uZMzhDEL7OWL17tSz95w/kvxrk9BergMerm1FLV/5HX/Oxx3qIJPmHyEt/jGamuxEKEici8gLODLe+QGlS09MhAYJOIl6eumysIcpFyndT1qMgYOWDZ3AniJCz/X8b+NNaWLTkPxL6IWJm59z7Dnd9986tXE1lVJIukSEqW5GazJbXlhttoQQ20bUp2y4YgyLK6Zdh/bAP6a0CAoD82TMMNN9TubthuaILdotRQk1KLLIlFilOxhseaXr353fmMe2fmigj/iLUyc59zH92Jwq3zztk7h5Vrxfoi4osvdL8HFRHx85RHr7x6r9tAnDMQxpQ3N5vh7HSG0L8kilRcnQtc7mk5blaLLGUevLiJwswr3GvCVEzDkyy2W3zLablM5nhnWV/ljEbEWFSLl+pmQc5l6EqVQ6SJajsD1RIWSQ5m0Un9Qs2doktTAc0aFcgQFnfPbkS0n2SPR85mBo3stjHje999+713P/jVX/rlhw8fXp6f930vvB7H0bBZrVZNSwBGnG+32wE5pdRpE0PZNJ1yHsyzYzQnyi4OaGqEGxBRdogQSjkdUwR9RZKQE1Embtt2isQzFZiHZpb5KXwyGKFQPiNP7K5Aqe6p1Z3CVe0m0P3yNSMqb4gDApNR1uhAAIf3Y27b1kAKgsdWSRQ5Q6Lo7bXvdTFz1WrCnAfUcLODU2KZgkoP0LL2jYyYuSQRLKqJAEgtL59mf52s5l5oecDeWnV3QJnZC8BnWmQN5lOV2ORezLraO08s7nuGHnufi+gmu3uJa7pfs+UGgITdDGSlwVQwf6asqJXeG/OWEDJWmG000fx0NU0cPa32rnbF2hZLAbHSt6CMgICuPNQn2fHi3VYqxvIqs6niZLWa7PoJP2lzWt7A6Pbw4QM5Hp5dbmnXExGQoegaYWa5OPM87Hbb9RtvoJOf+ZmffOHeq3/37/7dX/29R+v1+lFLcFCKsLkKQT10c+AORfEFo1QtCvunDawhVvjdTCLycw0Orf/McN5iuGVjl7pOCK5iTMxa27qTW+m7ZEyAQimcfjWhBpb1nbel6zrDH3v19g8P/vHHJ0fnp7vdLov0ff9dMyK67IeU0kDEItytiPmiHy6JVjdujOMoq/b4+HgYtmVZ1Rj/aNhuL7quM7MP2qR5+8HHO/3gw9dM792793OvvfL5z3/+xz/7Q3/4sz/6c/3J22+//U/e+/A73/nOb5/owcHB+4zUdblMdlq+hvIyxhGAMmvOAFLTNE3DUZ3qxJySRti0Os0OzRnMA8Vc5UisFLaEGRNx5RYbeBw12jc6QCD1PGo+H3ZIgPnBeiPjDkDXbpgZbn3fj6aNl67Z7MxN8qwQjKaqqqaM4hntmFQtQ4as4/YSeWyG/tatW4etu+d4XzF5rXL4pgm8nLF1W/rEuTrN2Ekw5aqDt/+xq+voWiTsysdw3cj8tzuu26g/wB+79q0gAe3drU89Fuz557l+/ukBp4R4iQLUyARokuwOLKYgW9rt5VESFEXSnADsdzz6xOEiosokm2N7HLGzhRhZfYzSYMZ92g5Q9sGay5JgJADMAhunuwjDssx+EJRqn5oyqaoQtLlStPxgsFB014oS7ZCUKjGIenICuRoFT92dOaGOohRt11lHk8PNgsNz4LvFRqC1d1RFwzMHcb7zScKGiLILUGp+48ODZ2aGMhEloZKOXOyMy1jacnifi++9BFwAx6xN6LDRYWQcDGA10pCAiZIOBJ6ubHvz0qi9xOxhMIcwyNxIRKAGtWW7yGCnRBSTmQkItdfaTKEUHp2enueLgT013Tq1KzVQwwYG5+jOYkDbrASDiIw+ElHXrZ3ZVSaaKcCqqjR2qyZnAiAqV4ZInNhRFJjZjUndUzUrJZFHxmRwiiK4RMRFk7FCwAoOyOcQd/HvA2wJs6kSmCHCLYHUi/gtWeg9gCnBgw2IlNIwDNRwIbTVNTvFrTGFpsuNuO8XUVYnwFFhDXNy9xDMjHOUNmVhGSO6cM2QRkPuEpjiPQ16IjIrlerx8piZzFGTnhZsEkzNK/eFWgoVWuMqhdvqIHchmnPh9XJWZqkTEQfpoKaGl9OaiMhrK8ZproN8qsmo8unT5lH7cMCh1wjWn3gsdxQhQpWYpzoxiIhAs8ZBVfW7viehBCnm/SMetRrtZYChDIjnkarxsFr5Vd4YMH1+ebh7KcRuVucXF7/17bfGcRzv+Ke/8CU/O1uv1+p9SsmG3DRNgsEyHn2M7Tl++Mtomk+9+dJf+at/4eg/+v/87u/+rlkD4KJ4wAG7FYC5RLzUHewGze6kaqHeFBY8QduGf2a01ar9ocfPOmzvsSaMB2HvrTpIvmdDY2mBDMxUYuh1hjNLHkCenFX1eNzdu3/8xv3jhw8f3szj08uTfyzJzH5weIA+XyQC0Pc7IxqJV6vV5dAz89DLxdNHhzduEVHqWiJIaZSUk/u426aU+tyb2RNJ7ap9z/id8/P3vv6WfOs7n010796912/deOmll/79H/ry7k+MX//w/a997Wu/d3r5+PHjt5uUUrLNyszGUhvA5c73074xVVarBoAIMRdvPtJkTamvt/CmyIySwymDiSiYFRFejc1m0OzuHP0bYOam8OzmeUwpbRK1UCEmIoEmJnZJLbeqZpY1Awg1Zk4kIiHFHBnHmNA9GMLSdCePnwpcTW/QcKexBH0uxW2a22FzlvIfE0y5Ml3j88tPTlMiPqCLhR+Lgfddo7I6+NrZ69mAPZuGugGXk9DeFa98cfo89vE86v76SV6r7/nqe+escbIaXnpeEvnKd8M/wWLJX7GKtXp37imCZSK1ROIIiNRRLSyo+8qVCA2uHW7MPNWOR6OBOjghbbYQ6poIOWbKzCKl7VtKpSRZCFrEEWdRLTMLPlbd3Up8NGysu4cO7DLzIzJRCMrAxhyxrFyTrQF6sOdaGzOKIH+0Nl0y2tlA7gWOWx0hT8Ffj/deQIwTUZugqjY3JGSrRSTuDqm0YiDioQQRKdknAcHcWVkmpeio5i6HwCfO7bzZTXGlOiejTpaCCOJewjCxHdfYlFmMs86VmNUZizZuVIWfws5UDjgo/lCTVFZ1wgGQqYho1hh3BjwXwD2vOEmu1oqMro4WlGWdVFXYE9EwDO4eEUGGuPuo3DTt8eEBM6v6OI5G0JLrSA60XceMpklqAxFByN3gSmypIXfXzESUIs3MISMaDbeIvbIiUHrUslGMEtfeRkAYQSq1eeEXsbCXphFl9LOZeygflqHEYvWaYSbPgsLNEy6eNLuxVyThZVkiIlju0VRMRMZxLIK9DHe4sbuPFl1rOODZwhSGufRE7DK7p1PL80VcPUoOAYCdGWQxNWkGVVQmIcFRBMOQAcDZzJ109j4XJoNr3DMibXH+uJFp+c2W1x0G4spUoLpc94vzysk5JOkWxm5pqrji8gl4VXDpvte0YzkUS7+q2pFiC+aZ4B5UX9SAJZFEusS90N4jMhVqaktLunzY2OQiPDZNjCKqt+dHlpkZZi77DCWX+8QSCGZY3/dvf/z4ww8/vGSs1+v3Hn/83uOzl7Y7kk5ELXtwv8DsOa+IfLfbvfWt9d27ePlTXdv+z//iv/vLv3zn7/9/v0JEjhtw70MHsbyyIA8Q5h4z8EoiHrOllO4OY9d1P26jXwx3aBDVA2hDLBzKoMndzZSCtODuZMQcUxj7Lk1YK6gBitGJWeAJpP1wxCc3727udjc+Xu3o8Vnf9/+0STnnd9adu5sld2+YkbMzU0oYZNW2548eADi4ffv87Oyley8RwcSI0FjGkAM3uOVs45k0RPS2ukC2vB7f++juBx923/n+2sY7d+58/tOf+dmf+xM/1Q8PHjz43Q8+ePz48bfOLgA8WSUAQ6l/CFSLwrIHQpudvSEgTG0qJD0wcxMdcnnWpGA3VY0u3n0/iohLalgSc3bv85hSSuTMBGOHK7LCmwQife3+3Zzz9vTs9u3bPhq7EwwEE3amQR0AuZlZdlfVSKZLk6A6mGezEYgNO2930vcwO3J/6eCAtk85UlTXUN9zUU5gI7326enDi5qPwHifkHOMbvJ7wbGrAOjqNxYhQPdCoAuOyh4bcv9up595GW5ZwL6F9zUZvWIh3R0LnQEvHyitjMJh3jN6z7sH7DN/phur8O5qEI4phQxl3eUR/jLm+tSCriYOFhch4rjbCUbFXh9PF9F9YWZKETKI9mg6jQPX/QtuVqo0XGRZKVJlOzCXBEVlxZXXNeXKIMkqJvHaepAqwcZIl+9lGoSpO+jVcy7mxrTpFKlhAA5hUfhEJ61x2fh59tujKXswH6LhtwfntWAGDQeVmIOCXC9qQHFafFKBgQYUJraUktcdX0Bc42TMDOgyRRYKVh5k3zpz6lMUO0nFtQzdtXlyUJRNeamoJ54nnjONpjbmlFKpVgZEZDSdHarouwOZBnPam3I2Cce2pOApZp6qSaCO4K021GxWQrY+7Kztnjx5YjwCaDatmdnQh5Pg7k3umLlbtQDMtVt3u90uMQ/bSySKPEyXGgBtm8dx7I1UNXXpeH1Th/HJkyerJuWc03IfjQcOVd6YuFb72DBxdDJ2F+YqT1h4BkRRZuGAMxOrje5OKTYwT02KJRH+CrF4GH0GMeuVmhwLXo6Tm6R2fqmYm0DHgoxoYhh9IqOZJyeAt8LwYmeo+OfAomoGKE11A5TUNMPsX3qNzC1+sOu/nxYBioEOs7Lwv+vhlePCFDOv1KNV8BhGMAI8oYHiBCprYN8UThTU5QK+chTTE50iF1n1iWsy+0bu7s4AiwTB0xeSklba7zwnWj4dVPqRhCdXdnGOmsTJ83IGYFzkNEFEtneG6fzLy2HhkU+t31VVS/o+0KtPo1i9TQcoWCYmEJEPHp09evTo98+fsLAytnl7kA5+5be+8We+eLP3w2bcpcQJCmBwI9NGWtWh81N/94w2hzg6kmb1J//Nnz0+vvmP/tE/Ov342Xq9fpY6dTixAYPFRkgOTAZiOtiN3T6bh5uHmxe2p23brkRFQKbEzCKgHAG86WtEBBK3sOkAotvNJItdXnydW0y1MtEsQ+3g7OEP3zn4H5F9//sPtx/D3XH/nqq+B1NVpIQRSuRE1DT58pLaRkQuHzzCOG7TqaqaUNu27WFDRNH/w925JuszWFU/BkRkJ2l7fn7/zvFbjx9+7cHDtm1blnv37r326quffvPNN/v+gw8+ePv05PT09DwJAJPU930Otb3KxaGqlxEXim2ycWLm0jiPueu6ZObuqiByIidma6TveyJnw3k/ioipCrCWEp3PmgcdDd627Wq1OkzNYH7j5nHXyKrZRP495zxGr7hJLQweOim9QVUv1FX1qRuAzNI08ujjB3Bge9kw30/ptc0mbZ9N4G3JSbi+PKe/Bl9wXq1OKIn7K1MoGEhXTrNnAWwhQDCTKLysfSIC9uFUdXepuhN15pl7SGlRaargV4HU9WOJHq7f4exhztHE0gKLaiDKaj7nuh+72GKdaS5SAcDBM6rOQWT/569XKf4rdzUNPlERByYQQUDjskJisTM+H2p/Ip5mCpc0EErkP4kIpoIpbzGx6CboPOGTekioYpCZUcWSk/tXwpZhz4sZBxbRO8SQLTvdES13E6Dw2GYfg2u4AQ57Dv6+grZpAbL3J22pialBASvLmoiIQlvV896NLafKYvyLDm55WRW8x+szQknVEox4olRBS8hgOS1VtdA+UEaMGaYUeLTcMoA6AsxMrZhbQmmmcW3vM3cndnMFmrAbC32JoH6RO9yK3gZcUJsfEpGTpoZUxd1HyqvDDrJ2d7VeVR3aNM0wZAAmlFJiaYjINbt7t0ruHrHY8i8lEVHuuHPJmYhWaz4+Pnbizc2D88e709PTpMRqGgJ9IPKpjx6zu097rdfEQfiaFhG/KkvNzKh9flSVGF3X5dGmtidRGENERkiL1P7+OpziSQRFw43Xnndm0eKCYiuVpX2B8WIEp7kCm5eBEeKdTtNLSqktEHFZd3UmUHICaNHPl7k+15UtvM710lS1wL7agibm1eS7XzFbZbJQjQihNMOIVbr8zDRQRFQKHSICW84c2ZMiTVw+PK37a8d1s4sS/ySHqwXdLyqhML2dIHSHjFxw1KiS85b7zXMvOpmkcRyjusq01BaHtzaFuKd/zSwI+GW/pPk8E4R1J0SnQLqawp5uxsyciIVPsr7/g3e+9uDBer0euqSqasTAicjp+eV3P06vNrcSk3jMCndXEdnpyMxpzER0+Y1vHN+/j898BmY/80d+/JXXbv3f/6N/cHZ2lnFsRCdEVoVssiECJfHPdFc3gU3b/tD50+7y5AYNDbxziCM1SA2IDeRFMNGKdQMzorOLoYA8MxCDpZDCTWC4IBaR7vhW3/divZmJZDWDj+M2f/rw4HM/8bk3tu2v/uqvbptmHMfhzg13P4O7+ykA4NIGZibviMglk/t4+szMRqIscn7Km82mPT7oum6q7XGAydw950GVok7hByenzNwfHA7DcAh8/50ftO++l1KStrt79+7n37htZh89fXxycnKuQ0N2KclqI/REDVvQRdgMzBFLZy00XnKvYTdic5tqxFnkODU9c05SXrq6mZplqIhIdnL3YbSDg4OhvzzcbIZhSCkdRBsQEIuIICVi05xzxGSzm7kl4jGP4PAdoG5D6Y4j7jRsdxjGNIxN07xyfCiX51WQtmzG09IoP6ktd6DlMpxgXxyVshKbqCwi6/OavepJhqvpPunbXV/pV754Zee+srXHFlUjctfWdQ1iLoHR9Qu5e1W6uHqtUo1LVBzt/e8+9zGnP12/oSIdck2qul6aA01xEtVSZRm2iJknW8fMmNtg7kHVsMxBMyuwYy5KKOAg5icKiSgCSlOuplDryo2VnvVTX2/3qid39bpESyS0HI3IKnipL64tzmJHUwUgIZV8bfSiTB7AbGMXR/RM5ZrtqTGU57ygT5qQPpOti1ezh+oIxORadnMABDdatGMmW8o+Tx1r5qPEO0tZ8pXz1+8WQB9w1t0dap4lIrVOi2/RNHpVd5CnoSx3VXpVG6E4pWXoHO5ltWoBIWVMVJVScpQkD1EiKnl4L+GUpOpBEpEmqWpyQxII55xJWnhujxozazgcm5aI3GJ+5mnMWToWEHJK5E4GCCciWq1ARLdfvAGAJKV1N5y/t1o3qZb9ubsL3OCGMqmXKTzAo+NnNEWuMdjJAZqJYgBgblnJSYjV3NWYNJwXIcTZAsztL04FXD1I2YHfycykYPNIuysRIYGcypqL8oiSDgvibYTpymKPF4aaslziQp/BQhEjRJFIXcyuvURGWfjxG2b2UFmtXUeJ5kSre0S7q8RldVAAKOnU8NVqhJQqaCuk1+clVvZWzoIzdwXxXGfVRJQuTIA6asNJZ0peQLwHtRFUnEivIWvUtW0xnR0ECLGhdrMFiIWe50Yr3NyYEtEU955YRWxUmjsTcyQPqu+7bI8z/zDtLgvjold2vnKrcE6S09G777//Ox99vNvthlUzWN4F04McrieWmPkrX//+Z3v5733hYNv3RIOItOpi3jTJDFsfROQwNfrgA3CS+/exoVdeeeWv/a//wt/5O3/nG9+8NLPLdqOAo40ItHlhd4azEWUzL7kfAC8NWdTXyA1oRZSYS4qHlIjh0R4ooi9cXWR3DyHGGNtoFe8gchZarw9+8o/gxg2c6MW7727Onw3DQP0zaaRLrKqq46jj59bpUz/7U0ffeu/hs4dPTN39B5sVgFWTiOisa4jotDMza9uWiJCHRARO7j6mtO23J8/ORET78fCFF7p127ZtalOoXjk8oO3YD0T0/vnlZrO5sLxer7dZh8ut99uH4y6WwM2bx+ubx+J67P7Os2euKmW/LxRPIirsGXgwzgkkNTdycblrU8PMMtc/ChO6rpOcY6der1ZjPwCA5eFyB5Gh78WwWq2H8117aOc6tC26jhiloVOwohIxS5IGqkou4zg6OKWU3EQoaEMo8ETOTi8sD4Bt+uHmenO3adKgRVt7EbHbWw4lkoXJSCyd3kXQlotRcUzn+SRQNc352ZAWu6rTSvkDMN/1s82nqrG9ae0vV9kV47M8yRKgXLlcfZaybVy/hz/4Sa98ZoIUHiG0az75dLcly3GNTn0ls7n8DSKhBCpx0hLjXI75bM9ZfGrmEUzEpYDw9fsHKfO+MHJQqIt+LZjZaW55ULUGDXAYWMTcMInSL+ptC5en9nqeoO2VAbnyyurvKecagatUqxqmei7U5nLv5fdTggWh3z99Llg6yze7lzcjr3NiOr8tPnMl5lukeRtmd8/lNc3hhiTdOI4R7TPAWQJ6u8MpFEjKVkulm0vdMepolAVVoITFByMuMt3bcui8gk53n+ItRHOnHDMjGinivGHJomeMsIbj6uIONmoSAyaS1Eyo0LWZOaUEb82MMpvZJCYwwX3ylojU1MxiOkrDKSUbrWkaJ1qv1z/0uTe/853vVKoMw83L5cF1v7dgfbkHV0+FhUEOZ4nntPqOyUxDpcahSYJ+GBRsmNl+C7oStQEcoQkrDISc2Ry5DdMxdU6bJiuKKST1XH8Tfm0FAVHVGJAGIELp1jKTPhdztjQMrO9sapq1ABYznIrajvAeEFHvuFQkQSbydHnKULJhxLuu1EYCHGb7nDnhrJoi7CUCYBzHUs0eGG5WpgiIM5ub5cjEWEndKiZMiwhTVBGLiFLQFIMkOJNN3iAVg+ULxa85AzXdcggyLXQBF4PKNXYThxH50lcLZomVfpdhVuYp0jTNHqs9TrHffn6B+cq0CUSobgDk8PbJ6em//Po3zs7OLjZdbtrBewBmyLm4K+eqieicDr774PxrcvrZz35W9TQWrcG3NjZNw0Km1urIzPrgAR4/lh/7IpiPjtc//+f+7H/59//5L/3SL7X+JjOfkoAsVNdDk722VHdmft3R9MPROCRPDVmCdhLbEAPE1JZIsVULpGUql21gatLEBHcIA9AmpVWHn/wjWK1Ax+Ov/Er/6MkwDO7n5+fnN7ajtNKdngIYLy4A/Ok3X/x4Q/nM33///e2919z9SerNjCW5O91YEZGNIxGZJAAXnbi7ece6S9wRkaIbnz4dzkVEeNO1bXt4fGxmpmruof8khDzsiCgapRhcQRf9EFzz3cmpmUFS13XStJxKBySFG5mSElMIfmk4PW5MnMveFUxJLzFUEkKZOUS0KcmO8cZmQyxd10nU+mUlole06fv+EbXjex/vutZELg4P2rYdGSLSNAKwCxfxFiZRlabNDri35mrWpKSUw9c35csnZ+hHZDsex1dWqxVnqt6RCLnXFrBlJZZajSuIZLlh8KIrYyzsSDNFrYstPj99dwIT13HOVYSx/63ld8tqqvK/1fhN1q9kD4hrX7MK9T4JOF45nvvI15HifM80N41ExMZ83hF80doHCxhaKC5T+BBRrDaNT6Se6vBOVw/ZgwqYnH2y3ldg9JUflmMe/xEfFmLfA1fzeZaXhrkQo3Z9mF5WcWMIqJBxmd91ZBAIiYhSqTLUqRdVPc8sJe1q04yKXAoKiioInqvDOT2IuyfpimxbMPEo3BRi3qPZENHEQFns18sRo5rQjqNaeHOgcpRr2zqqsbo4CS+6Ii3nxhKvz0ig7nux35WNw4UpZYzBAJjObFhKBBYSzRQDwv6eUuaEO4gkpRx4g9hL9YqX2hIjYJJe2sPHE7Ajr5Ly9eZjkAMKO0DMqeQSmRlsGVOkmZ05uQkRcdQIU8MEkVJXCpQ2zCVemIyZuUndei1NArOAyalp/LXXXkmFPUPuRZk2pi+cRfNS3C4ehgCnVLIMpcEwGWCl0lRNiDnK3ErpUpH5nQZRdQQg0gBwNgckcuRRm8El4gSac/CxDYcPIWFQ3Seva3pDhR8KQWwMda0U/y9q6KicfxgH4YaZUZTTjYhApQczVeJunVQcSSUAVvTTjYg9pE+KMwwiQn1YIpIwSSUpQFMtsIfKeBQTTAIcRCEFVFq/xVKUyCdVBvu880e4S66siqU95ageraMQ9twMIPapegNTH+Q6w4s0QJwnxnlOlITnV6Zs4N7KblzM5pA8nQV9UAzE3J3aa/NT7B8xdNdbmHMtUpkg+JVvxZ2bu6bWzH77+w+++c1v6s1jtF1vns3LW2O3EpAicx/VTqg5uxx+4/cfya03Pt1htWqbRh08uBqiCyIYLiKJDCld/v63N6++ipvcNOl/+Gf/ZHuQf/Eff20cx+3m5ahKI9gYM9OcCGvLXdO9Tj5cnq9zTkBqNEVYnCc/WEsauHbV3HutzHBH/LvcZ7iDMvqMBrAdHx8evvm59OqrSHTfDE8efvzbv93/xm+7+x26UNVGx8+++vL/rL3xLy6fnX38kJm/dutIVR0jEUlWIsrNlpmtFWamgwRAx0xE0hoAoYHHi16StO3ugnbAeLkbhuHWC3dFJEfGCx4K6pbHbT8ws0VBVRIQDYO7u2kexj6UK1gSqrkMm5iJoNYEZZggDM61S+bkI5Xqy5ir6LqVWOxvTc55DWfTo5C6QBbmn/+ZP5yABuh1+NZ333n33Xe//fSs7/tzsbZtd8eHKSVvGgDcJIBimUVvieqcxAwnIvTbC+QBwwDVl5vmM8fH7dljmhJDCMs8Q65JVWBaib6Y/MvYHq4d1zfmaU+d/jNK7UvYovx1kTSsnEjU6NoywDbtTMvTPhfJ0SxTUqIxmAzfwvg8f21WcHAdQk0b/BWQ6g64s8OnXZ2IKiDjJQkStctRvaKFVDVRSDBMfiAK6zV+9io+NYO8olNCVeCNFq+nhveKeYcGchCWiOoV7b3aqtQj9r0IXM0PyKTTpRbBxVRoM+71i0uduQIBxR152pbLPuWlEUAriZmj32s8ZhWgnioRrwwzsD/xHHnC3NPDYh9aaQmRLE9kZpaIyabGvgSE8vm09bO7iczdR6LTMZciD0xS2FeO2BmJyMwXKbT5CETAwdRnDfmPUDrm2Q2IxOHeIpq8rFJ+Ud7a7GDUScVmiN1W3WIf19joUfqEcpn5xmV6F5qBAESUI9krbJOVKKQjOBNy6cAbMroBykVk1CF2+YntFjJPcecCIfAIFRGGRl8QkkRJiKht0rptiD0lJivS1uv1OsX7dtM0Sy5HezMhcl40C68lyWjbVlVry2SHaiRZCFRYd85MSScv3UuVSvGowuutgIwry8OImOdervMUjL9ayYrGspyaqESDt7BnRkRVdx4LVkoV6CoTE0AduGomqaakIyYbcv4QVBJLjHjhh8YqpeRUC3PrvEQ1pHXBPGf6ehGMqKX8ICqGpXAaSr1biB3tn3y5BpYnnH4TOg6xRe3BppLoqfa1HhVSL1CUORNBSq+pkLaIECkT8SRONdkunkb6au0t9k3Jcu8Ms1ttwQwW95hPC44giieNIsx+bUPyqLxumw8H/upXf+N0fctuHGdEzA/ZJ015BtjUmUnBBLokEOjh2Pzq179/9NnNy4cv7PLHRLRmdo3O7LTLyubrBm6eLp7hBzvQZ3F4yGL/1r/1p1fp+J/9s392+uDZpuuepY7MtCTFDMCNcTxo2xtjv+t3rfarhlZJUhL2zORBpqmu3Azm5qeeJSQWfwqviARO5//VPzk8Pr780R9/4ad/Etzi4gLPzgFgc3j/5/4E3njj13/xF2/2ambsp7u8u0H0h16/t75BX/3qVx/aSyLyvfXaPZoteiMsImiEmWGNqtp6ZOadmbuP1DKzCVPP0nZEtHs4MvPDYUdE3raHh4fro0M4mJjUWZXMnJSYTTMRmWQAOSUAYZis6ncGrHH3zG5m4+gppZaEi9aRthJzkSYZ4uS+EjmEJliv1u92qW3cPYEaYnII8+bg8M6dOwSMwBGwkvaPff6z+PxnM/D0/Ozx0ydnZ2e/9e57D9//6NHNG+v1+rKVqPklIiNCakiVyF1Nszeb1TiOu4tLOJp+BHCb6Y4wQaODEAowIN8DMRHtK43URMT3i/cDIsxr8NpRBJyrsVqihKCiT7AtHNq6KuYNe1om06p8LjJbfgyAc9lrQZ+okDd9d3peqyLexDTJPi/vZGkzRYTMp3qsybBMFA6uJR3MbDpH+qePoUbFsG8Mr9zehJuvgE6fYzN7MHT5dpaOa4g3sAdJbqr8rMxyCEChw6CT6hsVgZUS53MIs7lVr2+Pn8Pm8+Sx+X5q+7i9F0pEAhMRYs/XnOErLkSoPzVMZpaLBd7Les3Jbq9TC0C4K0t/o9QF79E3I4W6YDLEeCPnHLoZqO9p+bDupZJWPBHYEQ9BYdGpdl2fNGLrTJjAB1m0T2D2qKYnok+Ipl9571QjyqitR8v7LRNhwnJxHYyjE5Eze0SIwt+ZMzmMmiqcZotdqStAGYOKmMuNGbuz10c1YmJYLPcQxOcahY5lEtjRmQBOkSI1Y5bosBKIsBNeN6mkmIskKaeYAYFk95mSxLDECL1dV8w37TwO0WmYIGxm7GwKcoiwSL0nM5ROGwTnrA5AkIgoGG9WjCBMAQGIJnQ0TwX3xWuLN2oIvda5eR0z8aLhLWOWFC6urFlmLnKy8ZgWOnzsJTyJmDSVIsZkk4cHj7x2sC7qfc0FK/A9onTp5BF1A1F3Vfz++XHKhNuXIyaiiPbZlAxyoFS6zDao0qUjYFiSBUtLOkE9WwjHLyfc1OmSiaekfLV9dbTVlm730t5dWUgxc5YW9vpnpgHBNVBI1c1ahruv7D3TfED1aK8ckfV5ivTO99/57Qen3K37BNXgyJT4axj6sO0VdIq7D0wALrvjnOW//o1v/6k/9amXpSUiY4WjtywirkjEGLOYr9XGnPHuh83t23j5DqD/xr/5s3fuH/yn//E/PTt73B28qKqZ2M0imXvH8xHZQR4kD4nGhlMiJELtwoBp96bwN0LJSRiR5qDC/KBo6eOYKnPZHCyuQPbNq6/A7fLXf/3hw4ebkwsAaOTea6/hyz/y03/2z370n/7t9Xq93p1ozuN2u0L+0RvNZ/7Yj6zfefCDH3zv6Ytvquq2awAYJJu1qXFmf+ab1Qr9yMzcDkTUd52IWMdEZNYTkVHrAIYeRJbai/Pz03d9dXRE69WNGzfW3TrnDDd2Uncz9ZItCn5CF4rzCNaoGaTQcgEISFW3UAAn2/7w8NAdbdtqESpkIjp0P2y7Q+g4jts8MEzcGsKqScIkoESciC9Oz355+P5rr712AVLVG0mOSI6A9eHRpw+PCPjXv/gjj8+e/fPvvvOd73znm3kcVPv7d9390sbNZtOtN5l4i36X2IlPzy9yn5F9NY5N09xr+cgGAQUCWCzDsEUTkyoSs3v+W6zTdK1BKgr0+USy3Rzfmk3OdFpzt8ifXImU0zWssLQ/01rb/+Xe56dluHeS0sGWr/z+k6575UEW/z1lI+ovIO7OXCw25v7VS0JLxJ55yqUso6HTQ/E+wkYRTplzF+5au6vVmFZsH25wjw4WblXjmCiU+oWEasqYSKZaAcBoTh56aJmbGy1G6XpAV6EAKjfIS2CByvMWox2ietWRCPNsZuLMLlPsgJl10fkJsCK54iEVY7WDKiZPe4KeXN36aaYt/QQzoxBJqWWciNGqfHREIDn2OGVkTbUiGyib2vXSomHcNk0T26SW+EdswQuofa00BAsNh/jTOJT9yN1q7Ln4Eswc1bteb8RqqROV1+Re06yxERehZsylgfVyRERuNg1w7a2FCDcHZM15bJou3lrIAzHzaDqt02ls3Z3chVmIJpJBvGsUzGc11abmRaabkwQNgEYzMyK0TdM0jZlRitYPhSknwmZkjhRkPXWi4GmCuXQLyCGep3AvBFUq0biaGzWbTFuZjaOGWBS7F0EhhjWJxuiRB3MHsUxvKyZfQgQa5wVZOGRqHOT0WGJEJQhvtf9GLDyUJCxKIjKUu3WqDjAwc7I8EnGIDtQaDXLzCnoAtdLttqA9r4PuFNi0WrzJ9kWcMogbXml2M8mMZqBDYHeUZsw1rwzHVPDPzJyjecZM+AgXgWv0Ucvwxoyt3nMNJ0Rk1QweEtPLbEK9jSsuCEGY2DxP5o+L6xKvu6ze+Hcv8l/PtvQT9ixI9Biov1ywSZ4DQyfMN205BZ/V7T+kOZdHgeYEJ1w26enTp7/x7gNm9oP1bhzVzQkoKRvLhdhddaqI3JEtExXx3hOnpL7mw3/wK7/55/7wK7du3Rz6D1NKDjW4M+XRqElm6GCAybOnuDiHOI6Psb788pd/dPOXbv/tv/23Tz56dLhabWXtZqSWmubGoHcpteMIVYEKlGESxWpFYYuQgioREYOFXaQaXKmGLzpex8swMzbzrGg7tM3p7/3e7gdvY7u9oVDVXu3xw0d3bh7j9debe7fPd7s1DDC3rXCWPOZ8/ic//9L3m92z738oIhfHt3LOF5zgrtgZ0Sol7vv1RZNSsnUiotQNIsIHLRGddj0RbakhIoyjiCTRlNJIyZ49G7fd7slT1/Hw3j3umvXhYXZ1+GhmZv2YRaQUNEozzY0c6ScYgFw3dWb2xIMrBhvVdlR62BwcHKyOj5Ro7C8HIicCc9emJnHjFAk9luINP9ttT77z7e8jdV23zvlzn/n05wEAAgOQgJePjv/Mj//Y7ke/8O7l+NZbb/1X7757cnJyeecoY/fkcrfdbs82a+KUXZ6dXsIBy0fmHeiN2ze6YUtuVJM4+w0aCgfPS2rGl7t8WSl7EbhY+OxFij/aOc0l6leOZSePCb4AqAxamrbJ6RrTrnndrVr6deUOw4Zgb+sFQBBMsKQQDZ5THQKUgvUpPu1+tRjN3RU5BOttoYcfz0WVRsIeLRqXtLC9g5m1sqvdZ5NyxR1FaIYWRBI2ea90Ggu7FJ8vUfV9zBq3oQVTcPkegXlK8WGKYVQYRAG8JiRdz1mGCnNG/mpMqBjlRWQXgNnUPhQeQ12gEpfgzBxf2BurCUi6Rwa2BBrrK6rqzkzmZmQsDC3NF66kYjCZ4mJX60TS6G5licPXU/bEzEKSNVstLym3B2BqJa9aYrEBZUoy1zgUK4kiWyr70jlYTOzlmHvEpZhTea6gjJdGbQAiaFVBTNQSLB4NoSZbTkg1OFJH1X1JAZwAeCWSOhedQmdX1UKUChaj+SQH7SESBzUzESocyrlJxrwPBi4wKe9IUuKIuyvHGyNOzCklJlbxQGjhkFC8tZQ4mZmqp8REElUBIJKm+C5UpUS1DNMMsdlZtQArIQKT5TKNhEWrW+BmUlhLErv6NOPrETh3ZuwVBXQvBrRmep2bNI6jzR1Fyp1ICZnN2nhUpRoD3kWil4iAEETUycCRl2Cbe+l2lIgXL5WICE71bNF016Yq46AGxMQilOZpbgRnIWbmUfMEH6cFHEawzqU9r5SWSQSvqpugYLaj9qCcux5fm/FL41VdtD0HfbrcPlBLqnP7kL3b+ITjyoX2fjBjKsIHALgoCyIAd+g1xgNPPIn4p4w8oAFni1phVIUX73y6vcFpN+x++wcfDcNwLsdmNvhoRA4hLnKg8JxSKvxoFKETd3cGETuxAwNh0Pyxt4fp4Jd/7a0vf/nLb94Sy2gEAgoXqIe1bbsbves6Hi/N0/Duh6vVU/zI56Dj577wxl/6yz//f/s//xePHn2wWb2ppmremB3n8XDohYZGssAlObmRGxG7mZFJt0JLYCZiVyVAVRf4uPBZC+yu8wWILdCsH7HawGFjtn5swHZ+IsytQVWffPe7t1977c4rL739ve9RPZgZpF2bVv3Z5+/f+jPd8be+9a3L07bv+3c3m2DRERE3CTX2e7BeichuvWZm2SURGVcEQNcdMzfJmdnImqYRYWa+JCOiXnj79DGSnD98YERN1x3euSVAp4CqS09ERFmINFrrFtm0ADoce5gqICm7gVzIoSMzj1lPhu0HDz8+PDy8v+4AdCLdZpM0NyxR+ZsEFVCppE5EhJML92h+8OTZy7eP1rFgK4erhbUiP3zUfOGnfuKnf+onfu+tb/zyxfbx48dnKdmQe2JmfvrsBCwyqo660eFWd3DYJMuaYnoHKI83xWzuVQ9vctKwv6BiLS8ifLWw36dYvj8nFHQlghU4qKzoUoiAul72rnod0k0/u3s0DCRdxr2eHxH8AyzDAjeCmbNdizKiwAqDc+ViLo/ZPlC4oCVsduWp629m/MEy2+TpKyXpWkFJUVqNgY0HN2MiX9g9WiTZr1jmGYQ9h3S4l4sAShaIHVT7Qi3R5/XBnKz3dBtLBva8YVUAxFV9efnUQClbZCJVq377gkMPXwSF47niukDw6St2V1qcVlhVMWWlFxC2oH44u8T+tJw2ImLqBkTKN9ilezIoVdLZPSADslsiLmqLKODT3cOk70Hh2LTLgxvgLAxSizObirBIkVYhoqgfqJMh+uFaieR6DfQYuZHH3CtKFNHcisLBMlWedGtKVGEi4of8iqtaNp1epdTwdfQUmMIZZC7MCp+qOkYwwIocvtxyJOukKvHjK3qNkShwppSijXsmCNsIwJyhIHcBpRCk69o1HAFTCA2BJBQmrPIQarORwEahQ2OuEecGYEzZTeEpJfOMyjPCwrg41GEcuu7Ce39yx6K8vKiuw8dxVBARNSwiYnlgeCgpkU+J4xKKrwvDgD3BcobDlEFCHBjAqn4lEDTMECIpkcKy2MKImBOR1UbnXuN28XNh4C2WqxdatBOTEztxFGRZrSmmEpPzaeJOUo1Lc+wLWFxQ2pQiAELQv+L+oqjk7p5Lq0R4UbosU8Qmb68Ulyx3kWIZY95XD2Z/hmF6TWZmmIH1c93t5W5xZY/xIr5UUCxAxA2A3gWApwQgWzAmSURAKzNTSgCUghIwA74efKqn9uJdUj0mVtUDs5zz5eVlzjkPvbtb3o3jaD4AMDeHp6jp9jwliWLmbbnbbfO3nl6efeOdwy/evHXrpuuTRMQEZlHnIYOckAF3U5PdFgQ8eIjjY8j5a2+89lf+gz//C7/wC+N7ZwCM1gI7MFvnTLqTGr0o41bqzxVCaDsww9htpEL1HnyKLSwHts5ymEEU2jduePQQZjfv3//e177Ztq27j+PInBgYxxFAf9YntACrZlGLfH3DcpR1VP3McScv3EhD82Q8Gy+NiB5JjH9jZkU7KmcROegHZm5WAuDwMJKGGyLSxkTEkvLAlJKZNeuNu6/alYh4m9y9T+yWn36wJRFarQ4ODpr1hhBpEUh1dIkoquAVllLqnZmZ3URA5mY5uyVKZXUkuRz6d8dxt9shj/fu3VvdOObNRodeRJiNmBsjdtCu55Sk9US+cnnh8MjHgZv13jwHOTxifh34p3/oi7/59vfe+s63z+/cam4cej+Y+3A5YHT0PVTvEb24WjWWQ997OfOnH5ZJ3LqZz1eciq6I9kog68tm+F5EMHhs0PmTMyPZrdglswmjlMkWFoxw5ffLbF35Tay7ghYDLgY8qqbIHcWCLZ/iKojkBVWOF1BjqUvANeTAzInYat/LYEBmRMW3eGVgB6Ofee4UMJ+KGQhst8fcYuZJsaxcc1FBeeWVlfbpi6KQ0tGyoo0rTzqd5Dosnk4rpXTGrvyJahIjLvTck0w2nyb23mSo53o4qtjlKiwgqlLPyyvGf/n+x+oPUh3yyDIBYCPCrCYbPVuj7IBKEV55hNoMKaIdAZ6K82MEYg7/ZznPiYhKI4MIX8ZUJMASMbsRPOTYqDagIvNoBA/36LblQXQBY09W0EOJLQBxwZLYU7JEWZG2XHdcdu4pMFQAT2gTl7ISYzKXuUI5QmxeXUeBI8Ny2XgloshRPetZa4CbY8+pm7KbmRuYU60oX0jtVBpAFE6klCRmezDjipQPMYd0cZm0KSVmttJqNRdnB5ymtx7XFhHAUkqFlThHO+HQgl3MIgNJBNVSrBQ3XVhxAcW49GOaVss03hF6iUlGIGE4kRHMiooyCQHuCma2iM9TrVQl4jIisy2MEE7so7EAQghkhuH1GctErJKb7nMtCDOHk1FvOCLeQrQn8MgOJgqF1tLRkODVhCnm9mVRpRt1iGTx1OHalFkoItmNSCoDgOriKfOxsAkBCjJwiaUSE4dyn9QKo+n2qBIvEpVWBqoaO6lVP6xQf5au2BRsLMai1PVMdF2K3AcYEYBmGW1qJVSDkNWQ0RJrAs4CwKlxd0UiIjUmoiF1zHzJa3cfmhZA5q5pmlGdmeMzzs04joOSqiqlruuGEO0kSikNeZTD115sunEcd4yc82W/W61WbdsyM+fMzDBV1fOLUzMb+4vT01PvT4no2fvvnJ+fG+0AsG3btjWHqV2s7rxzgX/+2+/+1E/df/34YBiMGxNhMIN4BFyhAMMPfIApv/eOHB7i06+C8v1X7/+1/+3/8j/+W3/v4cOHm4tDV7+XqOkv3ZUI5A08GVSNI6HM5BgGKHB4iNEoY9f3AIiSM6PZU22IeehmVJSrGIrU7/zRQ3r7Hbzyyv0vfeGb3/xmBzPYkPvVanX/J34CzJdPTyRbxLmhRMZsWRyNu5utMLx4tBn71UtyazjfnZ+fu3Rmdja4u4/xbk1TSqTGzEmFiDIpEYUp6yWnlMaUAVjbCtBYRq3wzUmalLxJALSRpmmy5vPzM+e0OjykJh0cHERMnSJ9H3xfclILEdHUMOcc0JDBUOO6iMh8JOUmeZKT3e63Li6GYfjswdGtW7fevHF4cHCQLntV/eNf+qIDK+1zzkfSrpIco0u4ehBoBCnsa2fPHj58+M++/d1t25260zhmSmdnZw6FDjJsTccXiN88PPKLJ7FeKBLvJXq1COf//wuT84KDWxZRxCpAWGqsARFH9P2A37Q3ME8PtMed8P0Y23TRur3N92aeI5uGGoS48q1pO3k+wpg+o8aAOyayecErS/dw6hLhpZNTAZcuqGK2YVujgjvMWuQ4pjthQq7ltyLLHSZ2et//zTX3qUZfpv5LBCOU2En9vAUnCNiTRmVhKmGCEh5CqLiWL1H9p452eejZ6ytkmFJwsEjuFjniyuWAp7JNe9QrUsjZWmiT0/zFaQtwwPbYb9cffyIelL/WImyiWQwhYj4RgS61w+SqOjUXCDoQA0q1BLGM2F7MshQZlExTMB+AEE6e4tBW9lZE4kItpUTE8Z9lHhCYOec8LZm4SsxbKJOXwkd2A6aorU4tLme3JyROKgiuDTjinXrUPlqh6FF1RSKfponB0YxRY18W8+IcxCO7MTyqtxFqtbWJnkR7LUQLTRINZCFstbOfhna/z9HrCltIRFIqfNboO9xUdhy5N00TwIBFmZlF3F24yTmvVpthGEKJJVnF7O5eZmagHJiZuVF4KEQErs1SqcwMDVNC4u5U+nnm6HyHurwdRYBjagQeqB+1TGSadjVpt5iIpEToKAE1XrXAZ1F9XbRQCpdlDpIrjIXdFRRRW2eBRSORK8sjjBGIQBYBrmopiEiBIjHovseKux6Zr7rhREipibLHMiPNoh8xB3eEPcDcZK1QLdp0Y5HEXAYEgrGXrpViiCfLRmB2AkcBM4CSC65w0AAkZoCy2dQRZIJoqNGCghd1Tv4W2I1sZkypxAAdjTQAUAU1pkWY3YRLa2Kn6KB6TESWNkTUc8vMQ9oAGNY3cs596oZhuPAGwOlOH3/0+ODw5m63cx1FZLfbnp+f333h/unpJTMPw5N+VCIalNbrtSRq2/bs9OPtdvvCSy9eXl5uoU0zHN44HoZhI03btsNud+fOnXHVrVar4xXfAfL21N1/7Cd/brfb5e3Ts7OzB+9+68GDB24Xgw6W+0N03/j4Eb7/9OBTabXaEI8NJ3F3p9Etj7lhElBHo7vRaS9j7t9P3SuvABc3bt74i3/5f/wLv/ALzVtPVqvVDZDpUOaSk0ZMz8tWl3fDmtpsdvL2uztviMiNouZOVe/dOUgpMY9A0PwKjd3hZIYxI6XGBnLqf+NrHa0OfvTHf+rmnfe++dt93x/evnfvi1/Ejfv4zvfk7Pwg/CeEYEGOlSLwVnjIfnOzGZrmkvXlbX6c9bKjfsx9CfbGdZuG3ZEZ3IRa00giknaqqttoJdqORDSOnYho3omIySgi3DYASFhV08Exy+jCRORtN+qpseyenLi0m4MDWXdt23ro56iTGdMoIuw76JhNU0rOTWn0SFQC7qWND8xsZLameTDaRx89/N67HxweHn76+PjOnTtHAAG3pHPpNgAB7SLctAQvHwNf/c3f/HsPH19cXLzfNZlgTXNxcUHd4W7XY9jBdaN51Hz/cH2AqntSWmk9pyT2D0Z701+nJP7SpKAmNI0mPZE5rnP9bFfDhItY4JW8sJmRiPn+w8ctsQPgKmwfdzn/aYF6aCLbMS+ZiBOtXVUpmqFdu4GIT0wt4K5GX4yIqFS71073VOsHlx9OVMnKAFyplg48b9hLB3DsvRqiCcNOddAwJi6IK5qBcwWE9dHqD379/onKtkTCZlGoUcrjpqaxU82EL9rWTfYfiznAVbxpihFMFyqXjgKR2FmEzLSkr4iIYYoIEDoQkv4+xZ4jGRoJYiJ2iEjtazXHFEuKz5RZogeSaAkYUC3dLummIOnUJ5oegchTYjPOOYfsS+mb5SVOxMyhnkP1uYhI4U6l3IEKl2rORdfgS63FMXjpdTXX9pa3vh/VBhBP6vtBU2DZ7KZCz3oer+TCmN21+K+cmIiIYjcE3Ikzw1F1bd2dEGuhXMXM3VlElKMmO1uB9x5pbqNosR3szEjLQZoUr69AIFNMyT0mbhLDmLl2TbO4zdTOXSGIKFld1jMGYldoqlntaelM2CWgYWAWhOZQDCKo+FkBH5WIKBotMDGcNXY+kdpdvqQ8gtwft7s/mwubREJbPGaYGWBt2+Y+h/3x2sCO9m0lUAUCuMQGiMhL712hyS6QmU0dGLm8oH2jEcB3mQSRiAgvJlad9LMDWkRiFw1/OLG7m47zYy6YfHuB3EnXCc+xX4XFSIxFU4oA+HPv2unGRAi5ENqq3SSqg0yz0U8p5dE0+/UrcsDuxeKJ/6wGKLYlFhE2BtHYrlNKub1pZn13N+d8pk1K6bJd5Zw/3mK73T5+eNb3/eWgXdc9eHQevmPTNP37H6SU2qZR1cvz03Ec3366jQuJyG4I0Xais11KaRiGtk3M/PA7b19eXh7duQPg2Xff7bqua9fujjzi2++llFar1fHNI1V9/aW7fd/3x8x8KJvDG3c3R6+89inV1rXv+4uP3nv48OEgt776/qCPP/ypn/qpV+QS1HAahJAAJjIzVc0NufsKZNvePn6CEXjzPjwfvHjjL/0H//4/+D/+Zx9++GG7umPkVV8aZqbCmm3Lebvd5kRieqbd2dlwNvQAIG3TNLkf3P3tJ8+Ojo5udEPXdU0eX3zxRR+zuzOSqUGM3TGeg0d8+I7+ww/kyz+N119/9U/9SYhABeOI/+bX3/rt3/4cLOfsajCvpE8DpuD9CB/XQi757opu3r+5O9ezIQ+rlFWFEgCU/wPMwj8nN3FKGe7ozd19N4zuzo6cs6aUUrJ2cHftWmYWbhrmnZ+TSEpCRKqWUhrD7KRxN+zsNElKslm1bZuFm6ZpJJGbuoI1fHVN2ZkNqWkarnMv+k2zUzYA2LJxYkvdxdg/eu8d/uA9OT/9sR/7sZ+VtCqLq/xvXOQmt8D7H3/4//7eu0+fPv2B5QG0bVfNQdM7XYzIuydghw3Qfp3zzdXqeNUkG50VVLShp2PhT5b1sty/p0W0BB/Ljbz6TvNaW2zyiC3AFnzlPSwVrN8wzvUMzJwXgHL5+euGhcurjsxNSTwtIM78wxLrLF3o68cEy2ZcO9mf/aP+hryypFH1569/eIJqy19GLWr0dHou2p5ddPcKzgJ4UfCa3AHikoolo9IMgq7WPkzjoAvIcsVsMlfOzx4inD7GXklBVVYXCxQy1SZOd8uL8rvlyMdxpYQu/CFiLvOdg7TqPln+ej+o2aTCY0KBVgFMp373UTfaVmF8d68s8zmO5RH9qkh6LokgY46kWSkd3d9i2c2CJhdTNgBWdnOC5sCmNmX2AmmqWSCeK8hhOeZe82nuLsxENKpNz4Ian6qrMnbVqnxfZ3hMPt+f5+Vniz06FMcyAHJnhymraqC0rObGhQ4BC78laFTuyPB418uZHPAMJUI5Gwp3V4UIJ26EJETZOYkTSISYS+CpViNx7ZEb6ow1pUvGTBEwd3cKDduqA84yK5tXn28m2yaKmgoQyJTGXPMCRd92XpZMycxCN1krknR3surJ+VywTUSVzmzEvJfbAEfeh5ndYGbqEYTbex9hMiIsCIDSTG2ugxoyKMWWlADdcmnWofcaKi9ORv3QBPK8kqyjEZzZlDVHaBkVRKk6wUlf0DiWl3P3tm2jUcESasdR7r+mDGKkr3j2y8csXiMREWtQfQVEHkTUenWrJ8+Vej5F/MECs8wUdQ8BmmdntNidtAbzKIfUtn7jJWIeuTORS7pxfn7+/pn1ff/BybmIfO/h+9vtdmzXwzBE/nrTrXa700ZaAEnSsyenVvpRJmYmT5DUGyxbw5K3Y4jXELuIDNvRvTRF7nPmtru8vATgJEO2IV8Q0YoTM4/Zts9OP37wqG3bRx8/Xa1W39Lctm27XjVN88pLhymtaTw/OLi3fuP2a6/7PdaTkxP68FtffaR/9M7NzWZzEw8aapx2IUNh5he9bjZt9pyz8db9Yc7izUsvgS8Pb9/6+f/NX/h//ef/+cXXPm7bVi6M3Ueol7pff7K9NLN3n/bPnj275MNxHAduReSDhw/u3LnTpWa9Xt+/uXnK7cF21PPtC2LvffsHt1P76c98Ri/V3ckVDuIM104UzJf/6iv0m/+C791r23Yc9dGjR6unu1faVvsLzZnGzOakREZ2LbQsbutVupP97Gz7QtsdbdY7NaNou0NOzq7hmGWSKCWRugd37KrahRK72jBmHY1olDQys44ZRNQ0xJwGZWZLDRHZbqeAcUpdZ5I5JaSUmqY/P7Ouy6nNKVHXrVYrWbVQA0Etj4OmlIzV8xhKfjFPgp8hhSeU3UlIRGi9Xndd9xvvvPMvv/e9f9y0P/zDP/yltnvxxRdXFhQbV9XLoT87O/vKe++///777xAfHh4OTbc1O7Psu/GyH80suZkbdiPU293u5np9KNTkgeZ9ExLJtEXQbKpynfaeYMQ/FxgRRQeoTwBNsy26Bin2ASWARKVptYi4uLmXrMsVA7gwPsHN5dp9td55YaFd/yIWhnE+1X5MMdgdXGn+sf3E70ueuYC/PaVf1LhXnJz30F4wticMsQdDbSl79jw0OX1g+uIV2FQ2DgplNgaq9AbT9O72scV8AyEJ7PU/p6cu20XJqHgBSSjl3FwhWgCm0JchR+K5eSkW0HZqQ0HVe8cySmoeN8EUrP5F4NkRMZiQ0fU6psTkVh4tKM7lwa7EXK/vQZ9wlBcdnDzh0haaKDTgbMyhLxKoI94+CJUU4QHyQEWm2IgdLhy6BND64FNOyb0k0k3HaS2Ut1DisgWtA3AzqtL/wDLWUSbD5HdRCNK5O8AQuubquHsIexV2ftmUAEBLmKwEdM2MzckcYLO66ZdIi4JQul4FhmYycwhHtxiOpFzOSwJb8W+pIQhIU0pNE5aQuQI+i+j9VKnA0XDMSxjQwHCUwrjyodKvzOGq89rOOTdNE/OcBWZTS7FSZnJlEZapXzID8dbdS1pTJ1VrACEzXYbeCiViluoND0zBxO7OxOpOxF68WEdI/nmMbFjOhSoKEZxNUZXzgMVqB0oHXl8UZEyvdjGXo3awBGljJjGTe/g0Skz1M+WuMdFyfbrKgiQBoKolL+8nuPYBZ6ffl/EvEV0DICyobQdpv+xj+o0pmAlUCa2VbgfSKbEbH845Tyt58iYBc2IShkczlQiqCsDGibjZ0UHXdUO6vVqthtWt9Y0bWzk4Ozt7+/Hlo0ePnsGfPHkyAqraNM3Dhx9buxoseQ+iDu5uuDjvRVLf92YG7yN45u7gUp+PaihjghVlaVOvVZDDMMzouWvc3TSDa9glmbtL2eA5D+NW7ezsLGClEQ/D8N57x/fu3UsybDbjKvnt27d5vfGbh8P6kJkf5o9EBPr7lOlOegRHkp3BRsoXo0UsYR0O0tMzjI43XoQYXjz89/5X/9Pf/Fv/z+985ztHUWJCWQlGzZOnT793idPT03cH67rNuQHUbLMj5+Hw6EwNpsl270n34ot3X7p7r23bjx5/vN1uzy627339B3eb5ubNm7e7GFWGZceWmDeWQaTvnWaz1HYvmIFd+wsaBh8GeJEjAGA6mw8BkaRGLSU5XjtGudd0z3T7Am8uLi60FTMbyeBBpmUwiZCzMaGqUboTNSJEtHHCqK3DzEgHNfNNyyLWjJwStUrMoU2VU1BNEg0Dp55TyiQDUdpsfDdy00hKY9pumXW9Zub26IgiiK/mSRWwAczctWsw66hN0xDATES2Xq9vSdP3/abfJh1Xu13bth9e7D74jd/6V+uViPAwlpSK2cO+7/v+yao1s9td2xysO/NHjx71WHVd17iNeZShz32PXQ/gruOlbrVJI6wXOAHRllB83kGm9XjFa7/yw/P/VBOXvvhy2XoqvCz9VZ8Tclp+HhS1aNcShfMHps4u1zzd54K8ohKw2H7i5JGijabi5VtUPhwFGWWDrb+PT5a9oKIZ99iAKOh3qkvBi3ItI0iNHn3Co5f6WsAnaDjdKtUg2YQR90aGxYFZEnYeilTbys+PvByo+edAV4sP1ES/LW4h7p7L34EIHk1OOorg7tW5FPM/9rL5XSws//TSqVb1WVGeCBYcCAhYiamxmwO1RHKCLHExhQN+XXA7HGxfljtQMrOlY1Du1gGHkoEg0rZtO2Knqj4MnjXIG+XtR1mkEYBm2UHKEftuNIiyUGEHT/UWZjMxoZQyzDVFhXtHgIdT4aW8I+csKXlp78kRoOEaeywwxhlQdzdSX/BBzSwqnQOuFVZZCfDMfHomBQEmrjVtHc2A4ltuVMPe7DDVIL9RjX+JSIFZkAn3G0FEhFsAEvxN4rZtK27Red+vHbMWzpK5WwKz0/M7OogIWY7BTCIVhRSvbAoYhgRyeUw2d2duvD72dLZ4/bFvA/DRJUmQ2AQcJoSIIgoVDoiIBJ12uucyuR2WCw2i4JIacJqikrUp++KhhAGgrttw2ILuRiBwdDOFcGH+oWbPQ9gIJUFytbXLtNg4MKZbioB8maBGQSEMiOwMYDCdV33M+KhZLplWB1wgbm6TRmDJV1dqcFRhzGTf+BUQJTD7nOtq1DiIfeaDiJgWL26Kh0+x8StWvvhSAfWkMzOVg5TSbnVMRNv2fnvz5hbrs5y/e2aP3n7vg8dnOeeLLO+9997BS6+cnp52Sdq2zcPFOMLHHRG59zQVvpiJG6u7g0xNtURlHWQW8dGipYnyvDoFSqFEpHmYjKxlJiIyr82Z4TrmnF05pURhpxwSwi0gU2sk7Xa79957D0DbtquW1x+d3jxcHx8f252jrus+aLqDg4P1bu3unL8HgOwdImI6V2eMY0qJVNl9dXmJnJ/2F7e+8AXYFm37k3/h33n/P/lPLr76g6ZpSNPDx89+9/0nAD6gG8DqaTLPPiY3s74A2pbduGHK49Nn49sn371/+9brr79+vL61o/VFvjCz8/OLY+63qT86OjrUIQqyEpH355SSUC8Ahp5UbQSp2mjQDM1QLUGJUOMEqRnBmLwlc3gLHDTNIbm11G86sW12Vdfz0JPjJELUMKJ/mheGmSMTEzm5OVxJjd1dlbOTO/exUYuPjKElEU8KgBOllJxZRMY0eNMIi7vn/lKahtqVM1PbsoiPmYh251si8nXLXWedNE3DRO7ZdAtmElYdAik0q27YXbbHt17/9Js/cePWG/dfeiEPX/3qV3/jnfckCYTM8tPtxTiO+dYtM7s4Wud1E2vPDg7Svbvbs5MHl6ea7NU3Xt09Ofn444/zRY/drtERwA0dXmyl8W0sYAIFuSYWaY2NEe2DP1w76u+vgqel4apf5AlKLvZ+oBbMTX8y5JIIY2cvuy1wFRqahbPH09mYeYr7hvm6Hgss626KzQBEUWBX2R2Lx/ykOFCdguXroMAitUcI+bS9lYdi8lnVyuoODiGPs4XjDdSABaoNdSeaBZaXb+F50I2JSr1ddALAHuwzEapJW6/2fobU5aaCVBPNBkqMDcuW6PtXBPa3yKXtDY87YmGh9lpof5HKZxBRKQ/niNMxM5vGDqUxCBMNptDo4wa8tBX2WpYXIQiOFvRWpsMUXfRCK6rvC26FwIPybyR8mKo4h3nV8ZgeeYIdh4eHFxcXY87VlqOcIEDkNMnn+G70kikejoBQijvnoStALaL70SQCSkSyUPuv22hglZBMiqLS6Z5NfWaiB7aJyEMEBWthihee/36EBaQeWs9RFKyaUnJ3IIOUYeRmMJCj9mAoE8vMIDm7iMRjw4m4PMZkEErgI6hciVCQGFk0VmZnLsi8GActqMwXpC93n5g5C4ZHpQqCSsg9EERcW6LvBAy1QLr+E5AFQdinwmAD1ZXPzFFHFlo4kRVKsTxqE+tJ5WOZfo59nkrMe64aifmvcGJCHeLJe4tAZUBdqRhomqbT0mImFD8yiiTCNCybjpShYmaDiohrVCHBy8yflYJieURMHgA7uPR+oeIroMgQUCWWeimenSflUq8fdNVAVFtvzFT1CuMPUWVTQmJGs9WkGoUJRi6Ip4j+FHMGICIpJfe5w2C9tAJQWiHhMt0jot3maL1eb9cvXlxcXPrx17/78Lsffe/k5GS7OjCzy11u23Y7bNc3boyXl8kd5sOujyqWafLNsxCuahE+yqZe1Ll8HIe2bT3rOI4gats2pTRRXq2kLHjMOXLy6jYMQ9eZmUXRfsi05myqGq6OIBojTRmBgoxTpK44+TBcKF1s+9OnZ0QP3+nSyy+//FGLe/fW48Erm82GhyMAvE0i0uTvkVOic1VAgxSR1em4XeF77+H1FyADXjj6t//iz//TD/8vHz56xJf4wYOP38Oxuz9wV9WdGjNzEo/yIEBh5G45iwgnBvydRw8/ePb05Ts3XnnlldPUq2rfrGWwPOja+1dbHBx0Kx6rd+5apNXFVH2kPAzSO7vnPABIdR4GQjErlpTh5iZsbUNrhTfpHGaN7Ah9n9uILhMaYaUCFhMLWMwsoF6GjuM4uuiYs1nO2UnMjAcXkdEzmEkyibgoESUmEfFEzNw0SQYJrI6UfGAMPUQwbqRtM0IFr2Vmzb1eXmrXctNQ17RtS8I2ZhjnEU7EzMOwa9v2ncvt+w8//mDAH//jf/zPvfban/qjf/ze6+/0fe9dm1J6eNo/efLkl7/3fWbeNurAdje4++OT07d+8I60Yk1Dff/7v/d7fjkCsJMTMG/6gZnvkH3m1nH77MLdG8eMcsIJWWQVps2DrqZibbJveN4xO6WLll9upEVegAuYIK1c8j2AFUtY9rl6ca1l16krV5+YdnAsk/5X7moZ0JoumojDOb9yG7iG/K5c9HnYa/pbbFpWB6Oi29IhqVR2cy1BKGeorcwWR0AWXgDlPUpDNd4VZCCa3OxRteL3Pr/fKJUou14hsnOpNeZFKcCSi4n9gNz+Xx0AcykdKBuZ1IRMLUaJaJaUZB8zM7mVKhPHtIcTUWjIcaVwzaDTF89FxiEIVZPgFC1+DAieutd4Swx+1ZWawdZyMgTqNeYqgrtHV1UDmbM3TZNzHsdxrhSulL7AubpgitcGu2UbZi5Bk+itOg2j1yOSQuqWVYPKFfts4r0kdfS0VFXmZvFeIrY6z41ls9Na5jg5YAiR5LJRVzXNmBvuCpSmxu4W8CUkrMlIs1ISA6JfiTsxp+vTX6eOEsJByZgi4vPgh9pJknDhoh/s4hTh7c2cxVSIsfVe47YAhPiNjnkqsGAKUILgTqaUGFBTNUopoerzqaov5gFV9UuPNG4k6XOOQV9aHzVSq8vMWUpCc5KiKE84Je/rJNhzI+okJi+1C6lpGuYieBgGNNzyOp9KbLF4uiAmMc9hSoiIar41dtDJCwzsIikijoUhDMBNibmAZLJK2bGpI9S0SKgkoBlKYDezaJMyN1nniUUAoBSOiCQz4wWEnawqM6tp9CBaWlWfQgK1IQcAIwYhR8/EkvQpAjuh6UVcQLDyMUTO2heZ+fHqroicoD0/PX/n+48ePHiQLR0cHOwG3nq3G4uq5G63M5C75zy4WUm7m8IdqsXjrHVP0UyGN13OuevSrVu3GkkicrBqu65jt77vV6sVMytot9ttDg4ABMcxHrNdr8ZxnNpxDsOgBlXd7QYAquOjR4/GwZu23W0vYiGZWeMyvcd4p4xcGQEYmNu2fXa2ffT1t1qWN9/U93145ZVXTm7fvHXr1lHXDsPAbmZ2H++4O/kFgxtj8Saf99QbbzocH4MNR+t//T/8X/zC3/yb7379B05yIqthGM6gWbM6EnEqQjNMwhbOMCmK9SNuBEkenD97+Psnh93BrVu3PojZtaXG9fzxs1u37KX1cHh42BG1XVfota7koaOpIbjOCKmUcTE3wpjOHmdiGKNppbNmre6ElpUbXAbOaBqJEmJ3YWeycBzG3sxswDiOo5LZmDNRtpCvATwjhtVJ3JGzsxIzpwY5y0hEJIlEJLVpwkA6KpgxZuuTR3fBdkUpibVE5MNOU1JwP45087DrunRwMAzD5ujQ1Ygp7/oBaNv2sfI//MqvHv74z3z6058+Pb94+PDh+bAjop/4qT/6k5//9G8+e/bw4cPTrZ2fn5OksvoMuhsBeB5ixiJn5AzgYBi7rovuGo2Le9Ht04WRnSNvi23ebO5bGlvLFNxffr58q1qkugk+J/+4Z/RrDGC5vzKzLwNLuHoEIQcLa7bcvOePLSJ/z03yLjuLTKEIAEXaif1KY9NJ/qM8sO8Vuk2fIVow++rJC13HiClFocDk2c5PXZQES24rrj5BnBoyiZjs1SztJ3jXgJpICWQUzMWyeApmTmaZMZt35glf+vKpCZSvhDA96s7ZK4xY3sD8sRJFLAvWrKgSwksCZBlRW55hQkLl37JfXz+s5L0c8FnvMLBsaaNQY06BtvYeAaVwswQhnOEcIYnQd4yQxDCORLTadNQjj6XdZcnB1iGKyJwtGBEhnZMXftQyL7982BKqcIZZyPh7eTYp9QlRthIhJuFsIzMXARabnyU6xyOX2upJK7dk20nco02JgLJVfDLB3Ovey+yulBcU4SdBfUFxo+YjMYXcoNaaSCKK+mgCmyqRN01jqtHsld2gmJj4YZVtzCIF/C3fUyoeJBknGXMGqCBoaATwp1YnXdMMwzBUptc0lMLR6HNumBY0zCIhoZZqdLf0OQCEJ+hpQLAJp2hW3Aa3kupEd7A7omPjjE1DhHAiPrj5VH9uKBU4cM85p5TCHXQPjyHwuE9gMcabiIKu67XJQ4Szw5vzSJpaddk9OsVEqbkSxfye8dk0Besc1bAT04t3isQBm4EouflSmDTMvZstNwUKpQMqul+1J2lJc5OXCjVnm2B+WR4u4Q2EeCNQ5CWJUo3QTlpiDodTcsjAt4jo4vhVZr649ZkHDx5896L57ne/m52Z+eyk77qORn109liIiVhHc/fss0kyz2Y28cKHoWcHM62bJqV0+4XbIkKbLudsktbrtZCnlHTom6YR1fV6nQzAEYCU0m4c1q1k0Gq1MuumpTUMQ7vq2rYF0Pf9C3duP3py2rZt27Yh2nT/3gvNZrPdbne7HRFdnp33fb+9OFfVYbsbxyG7tW3LnlJKkelwNR2zkXHLTere/+jDR1k/eHbx8d0bq9UT/8Ird+7efvjM3F0uDIQ7+j1yQj8oeSdmoPbhiVxmfPo+hhGvv/Dv/Yd/6f/03t96663fVxxn0x7kRAYbhx79brPZCDcpJTUzc4O62ziOzEytuKlzYuKzcffo3bc//9oPNU3zMaXVanVr3TwahmR6mnd3kx2BGycSgShUxTznvprjWGtWu8WXBEquTG13J+QmoWN24wNPufd1SiN8naSGj7lEj0pPahqzXQ5kZhmjuw+U+zw6J1crAXtDxFWJuTQb9ZGMYmOm1ABIYFLtiAAdNDOzOnNKGJWYKYmI5KH3lCx1IsINswiocXc7ZW3z7uHTdHj47ORsdXiY1mtmVvLL4bI3qOp/9qtfSb/21Z959fXbt1948WabUvr2Rx/92jeefOOdd9y9H8SzWj+ACGbzv2MPM+QMVVz2IDo4392Q7uUbR6nflsUVfKOFXMh1C+ALq3UdWCwi8ZMX6rYfD4wvhnu5jxb2vsUL/vH1IwATxXJffGS5P+2leq79MN/2NQ7Z3oUwFxyUzT4eiq9uhAWTTQlbn38f53H3UqVQOkrPo+E87d+YnpqIvGqrTDd25Q6vgLz6c+wXEUKJR6Zpr4z/DMFbj/CZF/QGYLLbC2t/1d+uem8FGKVaGRpIYdmhVQrE94jFERGYzEyiqLE8Wym2C8sdhRdXQ7wxF+Ll1huY6JWCcHDne7ayP8V7UDOPem2SEMX16f1MIGx+utBeve4wOMOdKqAPcbuUkkhz43hzfn6Scx4HDdcmThsyOABRKXecB7YKPgcL2bgKmXlsawQi6GjhwDdtWyf2NXgNNvOJmTb9KZKBGrJTk/THvP/Cq3OyPKUHmdnCa8pwk9TsN0FFhUsRSC635O6goi5iZlCe7qfs2tRoNpFIDZuBWAqJjqs/gYU9SQh3p2S8JncxTpuzqo4pZvgeeyDkiImIojwkAoM0ugZvh5lNdczWSArhutp2FWDiVB1Zt+qWEJjMQziGREQYUEUELYUXEp8BY8UdIY3t7lEhVStiCpsh+KfTPSuiUQ9xcIncJ9X1yRpeQWNExC7uHs2+IhwdiVqe61zgCneu6kSBzzIqMTjanQUCm04bzs/C1oQfGbDMzCy8Q14EnAOulYhOrbqdZlu97cK6CDKGqoWu9zxfp285otJn9jYWlnSmaWOu1vTq4isng/XN/aZpzjYvdV33pH356dOnv/n19x89evRstN1uPF4djuOowDgMrD6apSKGnrEItpuZVrZi0zSrVfPqq1/o+21AsdVqFWbufLfd7Xa3XrhrZh2ncRzbzdrduwD0ed6BVkncvfR+oeTuFpyEVTcFO4+7zsxevH0jBsRY2rbFsN1sVmvGkBp3v3NwSETnF6dt2zLj8vLy42enp6ennj0Ch8zMjFxsD+20FxFhPtlefOPt03v37v29f/n01Vdf/e+8+Qoz87pX1WZ7Dkfih+PoWcfGIefntNvxQcJqhYZuffqNv/y//2t//a//9R+8dda2rXlrbnkc33zzzX/j57709a9//V/9q2/dvn07mUQF+jD0r7166+Dg4J33PnIjswMiykaSuncfftA0zZ2bd9587dW0sQS8/ev/8tbmiJ4+UW9vrZmNRQ3ulEE5i0ZBlQIwz6C6HAjmWW2MIhiQO5QYLdwFa5cxpa4hIV+jdXegRaxmZiMys8s8DsOwG1sPQqz7jrxXjY4kVuVYzQxStN8AlOxmNiICq5kJd0RwVSIyA0zZGKpEmZhT2xARwCbiMiAlYslmdHAIgAy+G0Ceh4EP1+Ozp7vTM06pOTgwsx6eUnrv9PF6vf5vvvMdImo8bzabxxcXu91um5K7qw7BzIE78giRIDsij1CFKrZb2o4ppeb89As/9LkOIy3KUaelWpcVsB/nq1aodNrEtcMXtLwlRqGa5JrsGIDi+hZHDpidN7r63b2rz9cCkFIaNC/vYRmXupqMW5ykbLEFKAgTO8PMgzNd7/n5YEtc4Ijq7umEV+DX3uYKZSlJ0mvBijrU1fDCPUI0LMHkluVefg2VBi1nb8DNDJgjlMtxCJ3FKAflxbekJlsXeaerx74Nx3StacBVtaLN8JHoylDAXErGtqLna5MoqEGMq69+8s1UNaIsxSsAEKQjh9bY7bRLRuxwSoybFUJYVExHVXV9Ip9CEtNjTuPGFZGgBnPj2aNAcHNw0Pc9qB/HUWEgkC4HKvY7SUnid3FXvCAnlItilpaQhonhZmHlUkqFHbg/JpiicRRlH+4T5Wn/7bv7aOrRgoCMS6vPqj1JlGpHENQibvM5qr38N96CSJmZ0V2XQBB2d5ZIb4qqEhLgLmyeJRZdVMeaMxFI3CmQBxdxx0BKYHIYVIPwEKWsTrCA2maWwvgO1qeUmpbMcszsqF4JLpy5aLa2LZOPaC4sneallTCpzWEzYi9OMCZ59PhTxF2IaDfsVquV1/6qAMAURdvBybdIfkTsDbXRuE+OKiqTwwREsDKXKy8y2qzVOh4HnPZz4TXgRymqIWJWhGBmgfLhUxfCopVWwORBanYADOaS+Y3CAiAIZu4B4phFTEdwiSCiNOhgIhIYE+c9XftY1aUKFXOTtFIQA6A0G4hxNsLsIpfTEGJO8L57AwCtpHEcwzn1RbRPsSJJ280LAE4PXmrb9munzcMPH37r44+HYTi/zIeHhzqMifh8ezktGNfRYEbsliPhEpXnrdB6vb5/66Wu6ySxiBwdrQ4PD0/P0vHx8Wje9/1akFK6f/PmOI7sxNIAONxsmpDeshwcvmmLYsYwDCIiIgrKOQfbYzQlSSTMzGKYteCrCd7cvjNoXq86bdqDg4OTy/NxHG8dv7DdboldkI9vvS4iHz95knM2xdnZ2aOPH0yU52yjQYPnZ0SPTp9d5uEbH3709OHrL7744mc3m+Pj4ySnZpb0MqWU/KlmP4Bl8/TkhG8xjhuMu7s/+fm/8r/7q3/z//D/+PDDD1P74mijmd27d+9Tn7r58ss/ffrk0YMHDxq6SzkTVIf+T/7sn3rppZd+55tv/ZN/8k8krScfe9Rx1PHx908uhn7zk1/8/d///Teo+9rbH/z37x6NY2aMTdMcrRpzY4ObWS4yLsxsaqoa0ZGcKMMy1AFlM7OYY8mzk4nZukkrTpmlI1HVtqwLcvesGEfNhpwtlKIyzMxG5gzPJZBAdRlSaVQ1ZdsAQJmYTCi4PVxgSxsVxOwENzcyt6Fu7cyUGqMhWsdY9tQ0Ib4nTdGgBxGlJCn1u13btuauKYGld/3QLpqmIffLxw+6rksp2fbC3UMPPZrhwKL8NUMV2TAMAGG3kz43rR+N46dv3vSLj4i4eFH74bIlXplm4D70sSVsYa7U+0X878oxwcElTppOGKe/Dumu3xJQupcGh7igB3/OV1CBXfn6gnRfAAQZSnQTsAjpzRasOqpSHenS1TpcBXYF9qRxn4uTpgcknuDFEiYGPp+RDwUHyznEthhOtf/BJDsaBv/K1bwq2RIR4MxUGVoyvcTl/cTPUrs/X0mkFn55YZ9fe5vBSvSZhGMLRBhuP+ZbvVoZEPgjahmna03lw7Rw7JcDG44BTSlbtdi+p3gwu0Ftcv6vwE1dljmSLSPM0/kn8v00mCVSVbq/2IQWvOyhPo6jmaXUaktOYuMOFaybxvQrirkA4AKAeMboIWVirsVzdZZU41PBd6xyZGX51NliZlEPEEWcnpWAbDptFrwo9SjJ3OoMMlWaBKkD7LKYJwZ4kkAUe0pJ06gGzIkou5lxrbIP2L2cYPW7JkF4mssEBKDoQk+cJrzBJSJYpmCSJshUqD1Vt9ttnDyVyvkcEHtiMrJ6JkrhkbPPD9BIQ0TqYXJrfNWMaGb610y215VPFo1VCkEJRpyYAXRNyyAzRvTSnvnO7q6B5vu+b5pmEsiZrV6AJy8vGFWetFYOWqCt6g1PHJq9+Uo1m44i/syoRP5ptXqJxhHYnBAFARXgBpBkzTWBFeGTKg3DsY/VSnsiEpHa7cNFuCp36/TIAJgjAFqAdaQ8tMSB1cy4eFF7EelpZHJtTLmMgIYdsdqVpMzCGAy5QUTb5k5K6dnmpaZpfu9E3v3Wux9det/3l5ncnZt0sduG7rnnmko2dc2a81gt0c2bN8GUUvrCZ98EkCMqniKqa2O2zeaQSDoxbtLNpkspiUC6bi2NmfX99nCzycOYUoImERlATdMMWd2diSmRwpkTuRNLUT8KbXGJOLenlCYHmiJma5aUyoDYcNw1slkBaN0JdqPtkOTs7OyVF15Q1UcnJ6t1+/rrrz979uzs2cnJycmw65umGaWYzkGzMzVN8+7Hpx892dqn7t1FQ5tXU0rHuzMArZ6x88Yvm6bx07NuzEgZN2/Ctl/6Iz/9V/4q/sbf+BtnTy4EcIzvfe+tk4eHbdv+9B/69O/+7nnetZeXeXuxvXXcJn3cWPf6/Y1tz711VS2qXewA2pU8fPzRr/za+d27d787Gh3e+PrDpy+88AJtz1er1bA732w2rcE8h7EzuJpqUDJYzC2rZc0Gd1MlNTJz8qIUzmLoOEXHntaTkY1M2Z3d4dZnHcY8EhTuGB0eSvpj2+ZQCCwzDNeP6pTQjF18ErksqzFACWoDq5wzucKKxHGIqEMJQ2+7RETeNMwMMxbRlDJAbau7nhtxgKUxZktpe2lh6PvduDMDOCLqMIvyxbg/jFrAX84Ye7hvdoNenP93f/TzB8M5M4g8mhFVTzaW3l4XhOnxuIYfnovnljTwuinHTv+c5ONyM55x5OKKS3zwCZcr352qicMsTPvTFVjplawVqA8S1JWgMs/UkWJD62ufsmlepYO9dmMHSl7lyi1duds/+D/jYObgCtdOUfFEwrU+Q9yxV9r2nLNVqDdXChLast+5A7YcimlwuDb8rGFsONWA0+TkLMA0L0pJiD06xJYRWwCDfd9g9gHih9naF559zMCSpHKocBObl5lx6F6YwktruKDtx2shBJctEsEMAJqZmcolfEo7GhXmn9eU9PLwypunRZrL3QuLfW7WLNN7mCZqgX1uzJykjedSuHkGgy1quArpi4hqQWGIxTKAa00GorksM7EbIFRLwh2odUgEDlhfe3YDEDgVvEvMoqrsLCJcepNEBxeq0JncgiOr1d0qOpcx9ByhuBJ4QkjJxBSPLQp1vYgnOIIv7ygMeMwrIixL3p+ixUeYArXTfJu4OlOb2eiIpzqSRVtuTsQas3yJ+lVVJEWPVyJiT/W8MA9PfGI5uLoVhr8EKe2quJGZOQmcp/sjCo0aNNy4uUAcXup6zRNLgYkgwJtm3hjmGHudNKVK1ybvzY24ommPkKnVhT1POFOO7nxEVUU97q1Uz5kFbiaFU4gwoi4EkJcidnZ3NyNerMzaH9DdvUysGIHFgg8fNDpeFFkho9BH4joZiiglgYxFzBweNIWrdnC2dOVugdrMx2voe0nv8FIzDwBZbhDRxcFrbds+kTuq+qvfOzk/f3hOq2fPdk3q3BrRcTIipuac2OM6AAEAAElEQVRVCS/uNeuwOdi8cOf2rVu3Lvtd0zSr1Wq9XnNIYY+WUlI4sbepHYZh3bRd1x01rbsft8ndG8Dd25RSSrreMHN7dOTuuz4PwxDF7RFDGkcFoItpba5MteZGjVC4F7Fwp8GJAmQiiqpwq+2D4G2A10Hz7eMbvVqvubt9x8yMqWV/9cX7FxcXF5e7J0+enD476/th0zZwx4BE6dL6/uz0N3cXd+6cnb3Uvfbaa2v+FDMf7k7Iae19K+lo7EffpkcN7YC7Rxjxh/7EH/rzT/7d/+L/+l9ut9sbLb32Qrc7P/mhL3/5Sz/6mZ//838mpdt93z95+OjRo0cnZx/v+vPLZ09WDN9dppSyCQBvZ8/18ZNn5xfbVdu52/czv/vg2fHdNErb5gvb9p27uyfy6IIYzJ6gJhs8e9R0ONzHUuvsAKJjp5Bz4lYS1JrUjOMYc8+IB82DIqsrqZkFXtjBjXw0zW5hN+q6E5s4K5aZizaoB43BjKeYkIOjBw6iwIlDI0JALCmFx6LhizkReRSg0EDMbJmIfOypbbkVM8PYckq5Z2ZWEgWkSQ2zFmlPhTsgYaEw/evAOAbughvM0O/AfOfk2Y/8yI984fUXz87OSDzKwgzKiy4YAQ68tpZawjJU6FstAF1ZucCV/0RhI1fIvDybV7re0hLWK9bUhHv03fbFJr2EIzSn56bI1tJ0LxRS6x0SITIP9TmWzx5v3MuT0lxPuhgdzOz86KMBvfIg8TPX4OkEmwrz2KZRjevQ5MeCaknH4nkVzsywvRGYh6LEV+aelvVOcj2z7/X/XWBT9djDSyahEn7Cs+cKFuNuF0Ff2jtVxVvLUFn5RGjF0SKkUuiztXP69GYTSxFbBkW7UVMXEfZJfGeCYnMqc7r0dETCdFlAE1tYuXlo5Z7Fh+czTPdsnmNvLG97HlKrQ1HHId5OqM/WmCgAUFXgqpU88R1Sj8gNam/3CfpOI6MOp5DFnJsCuGPujDrhBymB1UUf6hodmNZmQGhjoabYMcBKGxYgOrEEhCWfJRQJIGNqmFkzhKE5k1OAtrgQI7nP6sUAXI3Mo7WBR8V0kT8PueICuKb3Hg5nMLuWWGuRZy8jA8tBBBcRdwJRqmwGZwY5uZcyk0QNbK+jXHnBlGJyTlldodJ9gSp5M6UUwdUpaLxUDC9v9jkkD2bmqZFIGXWzWIwR2QrbtCx9KD01w7uKfcwcKEVqRpN7Gl4IyOJmFjVWXCrqsfBI4j3CnWm5SNndw6ULVkeRU7aZd1y4HvGkk/cepoo5XLGibBNiraVXR2xjS1im4UE6z0MX5q/MWgKEI3RXIw3hUvgUJKjzYHYNJ+LISDcBnBx9ipnPD1598uTJt56eP3r06PHIZjYMz9zdtHf3kFOZ0YB7kDBu3zg6Ojo6uHF4fHyc2Ijo6PgWMzM5kBMlIlIhEQoRgRXRC/fupdFWq5WYicjK9ehodWONnKGMiwvdkhHh7OLCzC4udznnEcbM0bo7AJ8zhTWcpnWRGGfu+17q0jWzqaglpVSrIuMNlvFs21ZacvcG7u6dmqak8HEcB6V1tx4F3fHBwdHh4dEmv2x933/4g3eHYXDTcUTfEBq5HMbh4aPtaXq67S5f3Ny+fft4fObuR3oqgzTtJbtvzk8bHXHnEGY4oP/B/+TfSbv8wQcf/MSP/aEvfvGL3YsdmgYtIWesj5qUDj/34uvjiG1vff+Db3/w9OTs1/7F26enj7i9JyJGmYh6HZhZpBlz3/djSul7O3XPL/T9F75w/xDbnWUbxsLggRJYTaP7Onl2lDZruWwDACgIVnWyOeCtUMAGEVJHhpvyOHhm5EoQVmczHxPZlWaydXcnINREo7uokwnLBBdEhECJJXS9ja9y0cgN7uEFotTSspmpZ3MzJ3NKQ6zxUcbRe2qYdRzBLF00ExJm9pxydQgDpGJ5+ETjy1GEgaxwv7UdVPWPfer1L3/mzf7iLMH3UjAItzSWRkDVcNXmdbu80MRA8itXr39fBHw83JbZxV1aywIpip0Byrjto8wpzDbFVCrQIbhTtctXvlUebVpfqabyr9zrEqFO9gGozmoUlsUv6nBh4bQTTRziApSn+6f9mlOv6sFaYfS1u43k2t4dXgmR1vGbryI1J0P1wIRC9sOc088zUK6DM19OTaR27Jw6tjuYk7t7oaQzIkJkJly6I0R2j6hIN6rPgibLq1y5GSIic67QYDqY2Tg7ooLOC+DWmEIExJtmYI63YbHWnvvgPJXEqrm7MHul6Ok1dyLefolFkU6vC0CIpGE5jUvcsc5PI+GGWQFIRBiiby97xflRsk8xngXgFpoWNU3TjzCUdDDXAUG4BMLZwJJq5PVqjBlV8DVCJGbGkonL6FGtzSEiMoWW7DYZkZde0rHozTLATA0AK5svp5TyOC/hJU9gHEc38zrB3KPjhJgPZsaJPNrT1638ykqkWqs+uZTmHjtdqeJVwEhNzSzFWZqQqitOJTGXMu94KyWZWByE7O7CHqkQrq14YIsmEjXiFRa63NC+VyrBIy9DDC+6f7PtmN3QxbNdwTHxQgFqJwpdPGVE7IgIk7JU0e4s88xqkTsQnRCny8QlJ/xOKDVKFMlf94hAmFr9dF3bVqqxuIopLSU363NdXboVRu+vmQUAjRGOVxCGwNwYcNWq8V1Qddu2Qx7NzEHCUuQJiJwgLJMPOtItIjo5fLlpmmf80m63e+v7J++//5EeHL/9wZPjO3dUK+VCTVWzW/UXfTQ1s3t3bt2/f//ocDMMQ7tq2raJqSHMq9WKx97dnZSI1gKCOknXNkfNZp3akNxvpW1bvn3QBFFqc4i3fvB0u90G1eB814uIpzQMg1V3TVVVnYi4SeM4Rme2sERZxxAamOgj0/xxd0oNjzkaZsdaLynmIO4UmraLSCLOOevYm7CBc859UF3HYZO4OTrs+/748Ivb7fby7PzDDz/chqIk2IyenOen3/z2uw83P/mT91f0YmrSze3DxKkdnrRt0+x6dsjDJ+g6bFps5E//5T+P83OY4OAA2EIEbKAVmOGKJGhbHDRsmzfvvvCXPvfqz/3W+7/4i7/461/55tiP1NuXvvSle5959Stf+crFwO4+KgYdjEHEX39ydv7exz93K/yI3AjByEGy2COzOgAnVlMGR5QuBs3M4MoRLHUjZGFjd3MztNny6KZe5m0wWkYYGNklq3touUV0oCwmCxYH0X5EKFYvJ2ZhkWnHjViCsvhywe6vmvhPYRERIeSczXO14xq6F9wIEflOmNmEOKWRk7vDi0gnavYaUf8Y1ilKstQAdMM25/x6xr/2r/1rP3r3bh6zg4QbSA6fz6KJmRkt7rNG+HDlbrHYXG3xUEvVz+tfuX4s0dVy46z/+fzPF4RwXQy5tt6h4L1M0Z0KuyFs0fGVIh+y2JYWZJjlteZzz3HH67cV1MVqPMvmAw6/oGqpXBmEymmex6d42sXbvj5aNfxPka6ckSvvt6Qjc6I9eR0sdplpci7/XT71gloTia89Ptzyk9iLUz5/C0cFeb5ov+nR6XduX16v5yDMhRdTkAWIBq5pmgDLkxfoWQeZWSI1KxXKYoKEUf0WXfL2Z+9izvuVeRj/Lrn+la9l1XnZG58ggdawSQXiAFnoqc2XKyevb5uZOUUfFHEHIwvBzZnIK0lsAn8oNj9OwoBFoeF0eHXGqsDcHH8FlAgctPhr4aoJsM6ZTNLYi0HExDlnt9ib4tLzs5e0amHSuLlGNDP2pvhUFgPQgpghwtOoQmrzXCKqASkjuBXIkx1icCczMKfkNU044YxGJKRGYvQL0Ik3ACSBqomwu0ZokWq2fhoyMprIpw4VSQ73WunjXlxpkC8qRkGmoZ+ipsbm8PJFOIhQAu/xeSIq0Zq4aG0JX8CcJLFI8cTMWUwXXryh4pcDXmuww2+O2VhkJ12nEqCKYd09AnylQmk5dwXExKXfaxSCBDMpADTmIvaSaA+F9Hoji5FcWpBymFnDcx+2mHYpRWrAHRoMPbjAYgPzgoFZiChjIyIP2hcPDw8v2ntnZ2dff/fh48ePH2TJWXt95pvV+bBT1VTMTc6WyXwY+7Zt7794v123KaWDg4OUUtNQt94QILUcOGJ/LQE1udyKhBr2atWSyKBDtJehplt169Uhnj3D9lyfnPlb3/7u8fGxWR7HMfCEJ3b3IZcXV0P9GC97ZgaTaoB80px10llkTynV9mvEzDYObdsSkUDC620hWamJWmluUVAfE1NKoczi7BjHkXXMOd9rWyI6GwYiklWXUmq71Kybi2eXfd9fPny82WwG4nEYfLv+F7/z1vaN45deunOzeV1EjvJ7SdNGtuQqp0/bgwPQTbgjOW4ewB2koHYyX0CKVJG7GSkY0tH6pbtfvvni53/0ja/817/+9//+33/haPOzP/sT52Inj+9/9XeeTPHvc1VmfuQtzsd3dTw8PDxsx2xonGKDdTjMVEtRk4E0e2aoeghaWwlyOQCGE7mE3lFZ2uROCs9VNkTd1Wzk1t1HokykNO/HdWnsJcUwFQSE4RbhlCBMIk7qcENJ9pmbOYtI6TSwd45gjxVpgiAalgUoMo5j3/diIinJLCNPJI0wW2HZGk3+p5YFzMzkSkSrYRjH8dOqX/rSl378pRfv3bs7Xu5ExDgttnZDJcUutegmfs5kcwLLlH13ijLV9TulIK5A22nv+STkNx0FwdRkE4BJ6c0rrSVs4JRkjz9SZQrGwTOFmpZb2pW3F99dXHqGgHsfJostiEC+DwSvHHXrCTjOAEUPTIp7jH5CkctZhIvqd5cjOuMzryN8/RGm/J2gYJfpz1PDuiVKXt7nEqhNp5r0/CIUABS4LOWTjut4tx5Bo1oO3fKK5bQS5Y/PiUhhfvtAFJGo0d67s+jMhPqc9VyEqCwEivsTMicVxKtG8RTlhQi/895btpCFqXFDM6uSGiXyI+Qic+ZapOY+F+NRohgWdGxeTntmRoC5QDLFTSt8vunZg+Uf31osz6toDICg6rVV3sE+JI0aBgMAhrSNBziu+Gy6t4JiotgxQLaXnX0xVcwsg65av5gPC1y+dwjIQbV2AoQiyhMx4LZNFqUYsFJ9YSUvSkSKIs5DEI8+DKoOGLykYlRTNk0pBa273gQBU3EZIZggEXInAjD1w3Uicy/F8DwhFTfw1Pds8fwznq34DKBSHERTDTxZdDKjiflbqB9LZwLPdwFrw6jSYReIqFv5q5dZ40V5xkJCNlZ1QIRp/qHirzRXpRT/hplC9sdrEtbBsuiHOycjfG9uT8axjIMXWkBKSeBahR54n6c4fX76z0kHkhbyB3GTcCYQh1a2x50xEY2+AuH88FNEdHLw2gcXF99+9+zk5OTpzi57DFBz324HVcuqqDygBhCRpqGXX375+MYhMzerZrVaBS2AGSIi2ZjAxEYwZK7UDXEwsTA3Ka3bDoCp9X3vwG63e5offfS0eXR4NI6jgE5OTtq27fve4GbR2I6QA/4WCBKS68xshKyZfTYNjiIYKSIoar8wVQ+alSL3Q+raGDpmtt3IzKAAwYOIOAkz+oygOzALQAw6SkmTxpHaRoW3LjlLPli/cPvO5c3zZ8+eHb3+xu/8zu+MMBG53A3PTj86OXn6+jO/9UMvm9kNf7ml9rafwdsu5/F827iDue7zTRT0lMUOAFHXFvEwB2DYGTh1Y3O7+xP/9s9+/ouv/t5v/dqTy/fXxy+0Cbvd5Xq9Lt4qWdb8WOTx06e3Hu/eeOPgtePjbDaaEhFbZEdcyQPaGRjCZm5Oam6G0G/x0pFFiEjg6pbdR7VsuahbT4VNznDWTsZx7A1GXJ3XMuWvz96yEo0gcHcIIBChpgnpeXPac3jcvRrN+Tc+L6h6ynABmdcHB7dTc+PGjb7vz87Onj5+knO08KC2cWbOtfkSgIjWlwaLIFVth2xmb7TNZz/72T/2w5+6efOm9DvtzxoRZoSAwtJKT9rnyxQknnd49VNRvcY/4MNLzLf87gQZfXFa7O0cjEoUwVwoUOynxJZHy+8+/wamYgKi6Jjn0alCi7DulHq++vXlnc9wiYzlqlYD5k10bgVOpSJuT9aY9vH+/uCUtDUR5jq7/fNPcBYTV+wTjoJ8S6qblmO1hHoB46bYG67Z6nBIrNDgOHJfSzx6/dLziO2HEt0dlkvfrXpMHW+ZGR6dPAvGZWJ49poUuvI6UNiQDpoSuI65td0eFKt6Lh68t5hL7mVXvf4ea0fdRfQ6VrSVKsHYPc3s+rThBXOpRhCrPscCRaQSzCvRrBCI7jp29+jCOWUcF4McdvVq6Y4ZQuIuspuxcU/R02nmqGoh0RWGqHIINQPETuzszuyqMcg8w0EgygerqTSnUioAwpXmCIs54FT7ICPIdUgGk5knWmonYrS51orE2YJ/FS7EOI4NS+RmNHtEv4q4scazuROWTSmmGVg8QuaimBzEeSsqVsrM5gpGIjZVwLgIkbuCQgBs+Q6IKCL6XiJtPBU0uVtk0GOI3aO1XCmxDzNd3WZwYcnFkgb7TH0ICWKt0jiYnIaqs2Jm3MwuOIFrvYWH8GZYzNiYtZIFCbCqzIfZpQj1nTyfrUiFFwFSImqEVG2SYAgTFp83sygrA4JG6XBQkhkWX9nbwg8ubrHAUDbpOn+WkFrREuhZ80LTNE+OPvXkyZPfee/R5eXlWx8+22w2gxrA7IGOSs8JZrZ+l1K6cXt99+7d9bpr2zaedN025NYlACZlCwSRgywa+qHSq0FkhDYlFtGgixkBrNDRdDv0w/nZycmJmR11HYAaUczTwxYGWIX17trnsWma2PZyiBITecxoCxa+i8z5hWrskHOefFMi6hKLCCOXWLqSws8vnnUHh8ycuOm6zjgRE5BSalpVsyJllFQzeZ/NzXYY7t+7Me7sD/3Ul997+PThw4enfb9arS5GvP3Bw3/Bw6c+9alHqzdF5KX8cEObxj9cdQflhRb4kgDysgxbAsWS9BrlKjsOm7rlpks+vPZjn3v1pXu/9Eu/9O233v71r/xGSq8GRovnNbNtIlX92LrxZPjC0XqzOWrsHB5UDiKCws2jSReZeSYfXTMCg4qRwaOzcZhadqdhGFRVnQuhIAroo34vSeamdx3DVyN33uvcOungFhNS1ZqMWFKKwC21HIX8RlYMdKSc4gxLkbOFlawS4uQ1hGFm2+2WVnT54OGma+/cufPaKy9/9NFHZ89O+r5HHodhsKzM3BoANDmLSDQQPUrp+Pj485/61BtvvPH6/Xtd1+Xtk7G/EBCRMxtgxE1UpACYSlSZuaQj90rjY3u4mvQsB0kFxTP4u7LSr+wHsQRozucuZFP+WxxEVf2+gsW6/S8kPgioaIdKV3jxUlJW3fUqOOyYI2FLuDPtlF4zwu4Vwxf3OGr8PhEpBk6YwjmgPRgybfb7ny9/nM/DteZ8AZ4Qe0L9cE3wYAJadczLzAdAlQjINRw42aXySFMAjMwBwtzEom4HUQgYN+kANDB/JM0ZU8N0ooVW1qzGjMTl7bs7lSLTuX1IeS81d2kWtYjcysxHnIKISxcibt89eFWVtfaciBSVcQjd3MqMD5mOSZ14YXIFTpWz6MDUbWuBJxfRShB8obF87erCTGY5qu7m/Z1ZVYNPzzF5OWRcePrYRCQzM4omkIuUMVVYdmVvXXJMp0HzyPUFOZOK6gU5m4IQlSJ1ilsJTMRsC9NgZiixfAOJmTkyCJqj0jyHsxwq2SJSOHlEk2ifSENkFuWtcDAZgZI0kZCpHjiZhxLXEuhHZV44tylywFSU6ngcRy/s6sbMouolio+lniK8ZDPLnJlZyaOXn4gUQhpFsQ8bcVXE81hPAFLgfiEiwBOIQFDVROyhumdFkcicABKAKvAqtDR38loRRnObteIQOFAhZuk8QSXydyWyboq6csrbLYHlGsAEiCSZGQlLSq42gQaGeOS2jKKFC+qOWyGsF2Jp+DfGk/BErK4icA1ytUm4OhLAIuJWXt6iqQvcPcK2XvFiFNksqCfF8yYilxURXR68klI6P/zU+fn577399Nmzk4c7ubjYSrfaZS0BG3I1NYMbjTpsNpvPvPn6/fv3L/Xk8PAwfJoGycyahgF4JmYmeGkIHRsFgUPSiQoOi2gZgL43M8+eVZXEOMk2D9myjTmltB36lJKGohL5ZHmn+r5ijIGGBWouy9iPBa9lmgNwNoUvODQOd2hw/gRROhN8xOBHOjNTEgB57AGMpGoGcNM0q65johRsQZgCGxFveK2uqk17cxgGaxIz77K/8uL9H3z88MMPPxxHHWG/8Y3zCz++9ambm83mPl495MPD9gI370EcbPtRvTBAVH+etsPY6ziWgbCqP9tuLw5vHP/wF7/wj/7hrxBJsDkxZalEso5G9pjXz86275903c4/ewwiEi8d7SKKnouYQyT/EwdLMoruHQY3kJtlR3gFqqo+uqvDzbN6a+AswswDpHcOoaKolyxMcafZmEaqLixpIQwXkgYRN02jqlbL+Za7uJkt0yL7G/zCaVzkhgKan11uzy637t62bXd4uLlx4/6tGzdv3uyAlNLB5e7y8vJYuOu6w67ZbDYH7appmk4SAM8Xu3yRuIpsUdVLW+iMThetnuAndidb3u08dYEaw423rMsHv472ll+s8NdRO+1OnywguC4bm+J/VHOk81CW5oley5ied8OOve8Ep5liS0MhL8J9Fn/GHLebjynLX7gf07urWVevKWmvMVDUHIssTljGvMiLkHvUwnHNGM7hGauS79cfavmart/qNM7Me3+aboBK8M+J6ArnDyVyTMFIX+wj89eXMO3q1WMjCBCDxI6ooa7asfN5AvrXqMTVpD8V+Y9ouKS0GKK9B3ke4zP6JEUiZTrrNJJBWBpNi98Wf/RoNwagpHTdg+mw77A9b5BxpfDlWhDUn0NzLD3Qm6ZxH9w9HLaYhuY6AUuJGvzyRSsswenMgZkWOUBfZudi+UQzgpL1Ak3kjb30bkmVx4QVEVUQSSnHdJ9ii3UYLWo5iEiTGjQ0RhTuVYs0WJPTU5fBn7mbnKJ5LshKH2KL6AAo8phuFKqxVbqYKLsTUUoU5bmFcSIiU7BnnmRkxJSYc85GBgLz9bdV4rQTJq3e7RxZKchPAjqCmKPGfBo7EeHFioihKg124t1HdhUR6d2bNMxsbGCogghmLjXag4jDxWQyd/OouInFUn3xCBMh1U4h7jO9113mQtg6Bc0sFfu1Z44DfFD4OrUqObaixVsHrPRSMXeiWS5YEgGImvxpJUymQbOLJC3iCHurBXXPcyQWOk93ROT86HUA3/jw8sGDR++c5L7vM7UOj0B96bejnnM2G8dx/KEf/uyN/x9hf9ZrW5KkB2Kfmflae59z7hj33pgzIysn1sQiq9gku7pVapGQhGZTUrdmSGo1ILUG/gMBfBEgQNCD9EA0CEIPEgQ1IPBVb5KoodEUCTaLRVYVWVVZQ1ZGZkZkRGTcuOO5Z9h7uZnpwcx9+d7nZGkjEXnuHtbgy938s8/MPrt/f8JexYikuk2CUrgA7hSEeQTGp6wb8rDSADwKIHKCCZFERaTCnOCmqgugX3zxReZRuUQgu9YYt8AtLlETEBi4y9MgNfoDDhp3vrbtBG24VDWbgsdjVSWAYDADs7t5FRBVUyJSr9M0mS19FkHUfU80L8vuzZvX9+7dY5mYGcLMVDzAqEZ1TiG/NnL3tx+/par33rpzcvcbz16++eqrr4psf+dP/uT6xeYXfuEXvv7+d16I/Nw94ME74B/i//8rIKA5vJU6bJgc03nBBi/ffPD1D/7D//B/9Hf/7t/93sdvNpuNU1n3WiYHvWa/vnrz8XN+/Pjxe1fXm83GTc1MjN1JNV2uYJMtS9dzDnsAaOqLwhSqUKeSjQedndgJy2YCcLX4AgmBqKAn2qQMCiVTsEEI6EbgqLgIIE2U6svuIOHsxBSQwlPsPqIt/bmv/RWGvaGvhX2tI3haVAuzqn35/MWL8zfvvvXw7bffvn969qi8c9eXaZrOhF+8eLHsTStDZJqmSDwtnM5Ho3wa3spQ6TEaANiaPmdbsAf4jyIxJlaMr8IMPvx9+OWDU/gKoA9Ir8OhSCiZLlAOwgFD5o15IspGZAJyy/ZK6xQcwGtHDG1ZRcp/XIk2GLRun77KxR88pv4OQdx83IATH9CB7h2QMvhtnwWScURLqT642vUiXeCr2t/PSpnCMH+OPvVslyfjN9NXd6dU3cuKWmZOzj5LT+Ksa3lNSwFCx8ZHl+Gtv3JcbebHx6ajtd2dC4gRuv6I3SzPGHkaTgRiYjhCzCgHzsHEqilLR0SUj09CtoxaoUwfw75l3xwx5HbZEd9BMRDTqm/hnlstRc6Jqt9ku4c56UczJPcXRLuB+Ehkpfw5A13hGji1nNFYdwYLvT2i6HXQGbtb7+mWqzrIaoUQUVgpg6gpi1OjTqMBPbdOLUQru+Q5zVOIN4O8TAQEyTWWjYQEvbb8OmYOtvsm/mu2yAmoGTXWPt9cjVzdyd3VzVuyZmnq3uTuQknUo8GaBGECd69WQyXEQiuaaeIIqDnchXhMU1hvIES9EDRk8FIpLm8GsC21cvS5IHImc1NTZgZloDlcJXKoZurijZW5piOISAhsMYd8DJUiZpWZ3dSHLI805ZasUpvl7q7jIkfIGDosk/w8tqJIZTXNenfVuFgGfM19gYIoxXL1NmTmjlAEzI6HadYySt4wZj5FP0iX7veOwWbFkXfloYi8Ov1wu91+fLX94Q9/+L2fvj49PVViJd7rHoj6eo9qhUWv79+/98HDBx9++OHl7tLM5pMtERXMIlzEmSBm3ls5xQMFAS6ZUw0ALACZt0gblwIvtaqqa3tdX18Q0VUI+ngVchBLKOMTRUdmRJud0SduGy1ANfIpHUwUvYxzKKKjcVPGIqLYfnSYJMH4LqQiwpSPKmlOZvVFFWLilaKhSSnl4uL1i/3+7bffpsWnaRLGPM/Lbl9rtaosW2E3sx1jcX/08C6AOw8esuD5T19cX11//+n2nH+E8/nb3/72k2dX9+vZL37rQzADXw1P0/L6O6mJqaURAYgbnByGMmnVPauq/vyv/Mrf+lt/63/zv/0/PH36VDYbZjYmeNaRues0ySfPX/jp2fVJXRY7oyW1H02dXEnDTlVUj9SLFKZ0F0QRkLuxV+ieMbMpWWVVYHKnSuCp1O282+12atoI1oPJ2Wv+ho2TmZ3JmZhEZEr33SjUDQCwsLuHDAFafhw8uJ6W+drkPjob2mFN428CWjlB1D37NBZaoD/47Ivvf/rZ4810586du+5Pnjz58P5dbE5KmVVDtiYFeDl8xcjzzhhF1L8HG5dSj/2+xvDWuDD9YCaHwZCjT4Fjy7Z6yM3KH73Tvzb+MFaotYPfimZuPS/lPn1w5Z3PuHk9CHd2EN44OjK3+btu5z8jKbm9eaOCuL1Wa5m/HJCoR9shjnwSOEJYmyMdgg8kSPMXCcQ7AnA/3FAOr/DgnTGkiGTjY9G1MEdKu0ZsJxWhww32w+zJIzQPwEIyGMcPzqwPlIyjNBC9iJ+kMmw8QXa495YmPtAu46gSkfQH3TqgjIOWkZZ2sdEIODDMzal469/Nc4gHlLvjn/H93g0ZQOvwrhgmTG+qVlqWYdxUKWWpe8A750aZzOrCDJhinWlEZKaS7rQBPk3i7qouItroIAeEZzMDose3IrISmEMgZpyZ41SvgEaaEVMTcAYR2+CuRug2EhMjKNtavB6MLSUviIg29ZO6O2dDr+BZIm09LAwBqf/svFb1hqqtt8ZlDEJKf0TnPgc5dB/okgOBd9NOyVuna3WU8BhL0bKSfMr5ZKah4GoeLeeEOAMbsDHlos8585rWn8woVbsc3k0w2hURQt45CleyCJwd4BJB9EiiDKTiiC69K5E5vNIfAFx1Qa7P/KHBo+g5BX6JYpTSlYq+DtOK/NDeJ0r060RmDmIR3u2uSimELLwPOoW5VFQIx4CYgmjltMcMA6x+jwCouFtKeX36ARG9PPngiy+++Jc//tjM5vns4mK3AwDaVe1ezrLs7ty588477z558uShCHR3xtEtm4QlpM6nbBdd3cHqzJxV42CirHo2BXW+O3Pg2Ug1s9+8VjOYuu0WPb+40nkCYAyFFYcZJiamUAijqC5oUc1YmoNxNCNmcqbozJ2P093IcaD8kVqJjQrunEo8I07i3Eejb2YW7GC9LqXUhh3Pz8/hvPHN2bRhkPBUNjPPen19Hcn+potMshibGc6mP/fdb198eP3555+ff/70+cX5//f3rn/0WvQbZ9/Yvn3x26/u3bvz574dBVzPAVCGgSpAEcICTgiIehXg2uGMBYBDuMzlZNKd2eXFL/zyd/9n/+N//+/8nb9zdfGSmXmzEXfeq5mV612t9Xnd0bPdJ5uzaZruS2XmkB1xKSggESKyAjNfMjc3Wx4ty1IN1evr/eW1Xr/ay36/f70UIlJ6xA7bzDJNC5WL5cq9AByq98HLdsxPWa8d7lW0SQSIweItH5uIrGooMAMI8XON4oPYGMKwuMHdW3g3dq9xIcSLmaNxeICqzt8DIGe3rCR6Zf7q9ZvJ/OPzy99DvXv37s+99eTx48dP5rJ3v+MK01asNkAlNFPqIf6MHtyhcOGRyTfuawHgaL7DWFNbKXGFsR5vor1bb7C92Sx3RBIOIQIF63ADguPAPQ5mMZNtgh2JVRlb0zpuSZ87EUJxOngUC5WxyNrh9e5GbJHGoEmHjNdPcM6I2BrbpUFquF9zBnC6Ukls5z7eUcdhyVxxsF89TgAP73k8bBuxtcPT0eCP2Ogm1EabhNw6s3VM3MCG9THMMWlGiImi8onKyqvlWeLItpJt/efAQSffKIY4wqoxDzvyHqfQGLWj9nO0yURRoODMLU8gScHbIG+cwIdZh0OP79ZJe/ObCYI6oPcs+Rq9DmutDQ6OE3iMos7S1lBsUi35FPoD2ldzIwYoBQYaDLUe88xBKCUcOZhpMoW+oEmbtRvQUADrD9fXmldXtNAwBbSldr1hzw88H2+Aapzh/bLHMeyvKKgyNWY2h2rcAqtLVY9IMqX0j7mbEIG8wsy9VNNJmMqkNTqWEFxYJMPJjl45ININGqIwpKDExhloqF9oMIDJ+hy2c6VIwiSCmrlzo/WRYYI+lSm2wFgkY/jkaCaBjJlMkwtcZ0lg89iMg0olVE9Z/3XsDiUu+wX0c4W/lWUciS3DPDXTGcMRothuIOdDtTHyAaLFhHBDiiplaXD22I2zh7OCAsBQPbGzd6Hao0kQRnZvUynl8uxDEXm++eDLL7/8vT/9+PLyskL2e72yutRlh9WgAFZKeffd9x8+fLiZ7M7ZZl4M8CkTkJmc3IVApGH7GO4U7VVSuZWZ+bTMqrrTPZota6RAS6V3GFzdjMiIr6+v3X2vlYg2PLmTOplBhENCGoA0FYHOYxNpX1rc2rdbtA/ygBp0wBA4A+lnZ0F31W4+QnilNpfbIyXUHey11qgiuH5zvt1uZ9o6sxP2+2siIXYicdWtkzBPxDSTu+9sV9kMtAmsYb4s9WQ7v/3k0aM7d54+ffrq3H7vT3/05vnZ/T99+de/+fjJ8uCr10/ffvvtj96rU5kIL4HM/mm+7QkQW5c7arfqDpYy+1xUF8Pl9e76L//aL/5X/sZf+8Pv/fHJycnZ6fbLL7+8enNRyubthw+ePHny9lv37969+96D+9/97nenOxNKwXbCNEEYIiil7T8cHeAhDlXUPWqFEVT3F3Z5efnscv/8+fNPfvjid37nd37vX/30/PVrnh9AZL/APLPUGxT7GWQJ5eJHs2U9QuEeGK9lkvlBzGUFUgM3EK+eJTNue7R+udXat8+qm6pOPKnqXhcRWYgYuHZ++uL1V2+uy2ef3xP+6KOPfv7hvfundzfLpQPl4GKSBVv3UeQD66cJ563qcaVajkP+9jYsBvTEmNEI9SW7DpfHVsuRw3ZoEAxwl9AiWGW0074MEATNdBwltCUzN3B74yv0OPsR+vH90C4dbc/U+EL2TCU8aim2Hr81AUNL1MNNK00HMChgaDhra64YAZQtKNXDnwsiH0A2ZAgNNrpxjzSA+L6RD2Du4DVOhpsfjUcbj4+OYn/2AY/GJP0jX4+Q1xN/N5x9dPb+tx/OzzE1vF9MP1e/TmZuSiv5CFpK1YDSGvD1RsnXWscYesdSGH6IGy8iSv3OgxZtAS5b7nEfovEePRIW6zosw2GlSZygyeW0Z3q8s4zDFQRaNA+MGvzouovM3aSjn+SvgmKIOHwzFOn4ETTUtj2fadouIo2cRwv9vOxuxxw9HxxQoEtIOkJ0qUGdHjqLM5ohelirVyKKiGg2UXO4oygDMDE4eFl0mkqTRYcDEmng+wWAVifKmHk7IwDUWkUkGrMAaE4jmZuqRgUbN/qLkBKXqbiTAonppbmj+iqJmc+fACa4uRuP6lZpekGAs4PItXtmFn5z4CzpeZdm8DGfg5mlkaWGrELKFQQCEaJzg9fVfI+L52CNZeWsHgNKXZdiNIfOknICAJlmVSV0URXp6poxL0cesZ+32yAzIylEdr39YLPZLA8+eHV5+XtfvPnRj56+sdnMzaqq783jJASQmpk9efLonXfeUbY7d06L7QS+mVlVS1SxsFOE383Sd4cAHptxeGDU/DPrg2C27izR0AFKhMKk8EpuZNP2xK+uR96lqjNTNTBTpG+F0Q5vKI1IpIilV0eUKDrTffRGGwBLeaIIuSkTeYu8DKkVse9msMDDK3IOneBs6VaX1t0Lzra73F1f7c/PXz2682Se+VTKLEJQNseCRRdlqgZiSBEmn063m4cPz063f/rqj1+/fv2D/W776vLlZz/98MMPf+WD6d3d5ouv4L7/1uP68OHD07vXABoPUgEQtn3rN9Tu9dgkdU9XZbeflzPZ/fW/8evf+ZWv379///GjBw8fPixzmbdbnBacnCASUj127sE8WTxFRYSus0eQwBeYQQrM4ADzDMxED1C+5f6X/eS/8fLlP/vHf/D3/t7f+/glq6rWSStluUZuz7cDvgbHw70hA4QcMHaCmoYyQvg8ZA53K81yrosJTb9qfL8FMT2O3N8f12ZvGokWwTczzT70CTBf6LIp/OJ6+emPfvzp5ycffPDBX3zr3p07d0783N2nRiFhZSCooTEaV33uUo1BIYCGkEq8BlSK8Y/15+semTbs6KN+nJsQhIg8Cz/XNmu3frOjmfFo4/Z88wq79ev/pSEmevMUR0dGk6o+upc+epmEN5QptL0DzKlv2q858shEpEYODMF8TaqDcKQJwQzDHhkX2jhLAlLn9Whg27Vb+3rCWtwAyuNoHPzWc1Y7wC2MuH7f2Rwp1J+3vBaf9X7oA32YlftoUAWASGZNqEZoPcFZv57+z9xIoxdt3hcBVEqxlqorItlvth2foy2tGSGDOXGSQNjMIcrbmew8kXs4G70qNl99Z8cA4mOlrCM2jOE4nTgki4/mWUtRNbNIBcGanZUVtWx5qHiA7nAwO4eZacUW1nf2nKselbceM7a62cBbM5zQGfQo1/d++9mt3uN96mQEWaY/RObYeneaDViYuJI0P4fNPAXCiOFgEjcQc3TdhXCn8PNxQ1s8PwpSM5RMat2xKBqYe1jPy6LzPCOKwNtsA5C53VH9oQd+YYDT/jidDix1ZKDmjGubMZET+eoyr+H5WIepjlJrBVNUMBBFgdgRwc7wTBaO5L8VXQ3K43EhRORWEeg7pZtadzyJsG/OwD5FmgpyilH1Wz6ajn11NciyRiVylo4211q2Y5udfZMIhGdmUUKZohW9sDdL7tfMUBG5locyy5uH7+3n+Y9f6A9+8JM/eu7zPC/mqrZo1OK6w5dlOT09/fDhg/fff19mmed57wszFZmKCLlGEoO7t5kahglE1ESR4O6I9DcnIo7eqeOwjEYtonSF2KVUW9ycphJ9EIBYU1QBqBF5KUVSWcqPDmhRJOVZs9lNRh9Sz6U7xH3MYrpHcg+NpXztUQaMpvb98VGOz7QIwRXVXRWFmMtuf6G2Q5lLKSfTPM+zujMI7krEBsjEXr0UM390/8Fbf+VX37x58y/+6T+bNuWLC/z0jz/+8efzw4evv/s23nnnnWcvl9NT/trJ6ydPnjx5p0AKcBXTgZpBIVw5DKgEQDbbu4W329l9U+Tnvv3uz+EvNV8wRw5wmCYy0gpVLBXzjN2CWrFUuMN8ub6eptmWhfNe3cxcFzObpolLqbvKMdtOT3HvLdw7/cv/pb/6v3r/zt/+X/9fvve97+HkG0cLoQVzAWRI3dGagwMGCHMpzIzCsQuSu4dSYI3EObi5xYZHB3zXalNyjkWWUjhO6dkLd/NnSsx2iBkHvEIAqa4egDDtq3qZr8E/rvUnn3765RfTRx999Gv3tqUU0SsiOjxWzOGA5gdt5cdFjRX5HUPVm6+R/OiT/wgOHl3F8J3jYOXRl0d0dStAuQnXEky3sllr4vlHB7z1enzYIDFgiCN25+bt3P4STsJ2uLvuuncjz63XTv9df+LjK2ZmsM3tUlctQDQiqsOX+JVm8N2ZqBAs5PHSjSZdWZA2yOM9el5MnL5fCWc7wdvzF8cbyVYCQ1hpHL68kuEwRmZkIDaCRL464DDi1e1lER92K3ePtm9M7N7PTv05EnlrIzWcaCjcdDf4ROhqxp0hajzQbYmqRGte28+aVEdv0iHIDkQxbv0BOuFkHMJnweLA3QUedQUxc6LFBRpriPbmukzIQnesDZvHrZKvOWzty+ruDGKm/eDi0UAV52F83YM0nYGVYT1KWg0xeWYuxG4epWwR9bcmQAOgmlU96L8cAkDqZMj0p0bLQc17NMFrrU37IqRQMx8tGJ7VQBgxFRKqtUoRTpW+1XwMEPA4JmuW+33izQHzEVGReR+NDXhSNyIOc6bRzylL9flgRfXHfOgsok/lgA4s2vJr81Nql+seghGxcB1q8Jbk5z6kh60Lb9zqzKZpCjW+LG4XrtbbLYOZPXTVyT2n4HoAdyc2EIjdVFXXMmwBeVVkJzCKcWBmpZmI+Gu/VFV/ikd//Md//Eef70opXnCtVqu5+64uABS+3++/8d47b7/99na/n11PppnJN8mXEMPtUMy+PaaMGcWc5tYvpA2YL5r9Q5g52y41UE4teZkYUpx3BmQaZSUw8YTkCI+MvuQ8NB4AMREZxYbeBtM9+sHERPAMNaV54shAbYf2dlM04Ow+8usjiOFVjZkQYs4cCiYhd27GqlovtUJlW0qZy0MH5nkWEXLd792UzUwh5qbR6bjI6d07/8Zf/41/8S/+xdVlJaKvvnizeXHx6ad2587z987w/vvv//rXn8hLefLHf/LzP//zT96OiuULwAnnBgWuCTDsCcQwJsI8O1xhhD3DgIJlDzO4YbfD5a7WqtfXZkbVaq1SrdbqCiLaXS8xCFdXV/1Z15piV9GzeLfbuXvUq97dngDYnN29e/euvPfh195/93/+P/1v/e2//bfr9YW4ORWPQp7G7/Y1gcD1LV297/ojyHB3HWA3ZdL9qu3bBJgshTF7oNCBJi2ev20bZA8/Raq1Db2CgDUXZ8QlwewamZldEU9EP16Wrz77rL46/frXv/5zLACmgZke/zh4dSJomGHj96mR4kcIjIjcV6ahjRIfHQzDpnj7BazvH/ulo8mKP4zgIwA5PHiMV1YO4uA44x9E2bjvFmh1G1o93rxv7PE2djmjNTLTEd5oMSI2Eus9+kUA3sUwjo482u3xk0ioCNm9fl73wV9okzuuIVyUfDR+MJ/7kz3Iymq6kscAN1QvOpBNR3t1WYevxhFCuaJF+wbq2swgxc0ouaVelsG5h4Vlbudi5s7zEa2R6zGEHQYwIGYsrmBVa+tT0F3zfCgRfYFb07joyGF9ng33u5GIaPNLO0y5Ob3H+ZbTjIb87Jh7lpnxgFcHs3jLg2SO3LG20vtP3NGKo2loGddf0mPMAx9pfc1GQ1FvYWKivVa0vU96uqBazMjWecvdj7Dv+JTj9hVIGnUcB0et2op6Dy92sBhxbQyEEn6mVweyL5lXEdRlYcBQWv0VkZoGyovL6rORioSsMDP3zks5qQCAVLWFPziCcbVWnkrfbqXNUQpltNX2CYCq+2i2yExeQ4GZmZlgcT1E5H6Q1djMZbeeBhAXUa0gptb+66adTRNAAFM2uh4K8tVNJFI+8sEmkogU4G4cGlDwSBtu2toIBOfOgFpq1gRab2kI3RHwIKgkGoUwjfYCQNDdcYMVYk7nJ+9/+OGHz+5/40c/+tFv/fiLZ8+WZ9c2Tc6mQMigaGzke/L3P/zgW9/42sXFxZ37d+Z5FlJAG4xOzUNXg4xJMMRFiD04SSJ2W4PRlptyasoROGjI+HW0qYnhotAvdl0WOy3zh++9+8c//tHJyQmGFRurvXgkjR6YxdEERNyBiFoNGlTTe6vpjeUP1QzMYYwBsAsTZ/Yhubt3NUQzI8/UExz6CXneVKZTAmAV5LYQgJ0bTycvL8632+3EwkVmIyoO12pWKZQ/o3YW7rbAf/kv/Mq//P0/+vTTT+9u70H4nOjyev/01f5PXnzyRz+Wd9999zfef/+nf2g//+UX77zzzqMHOy6FcQkzpz0AxkKZJF4A+HJNu6tlv6/nFwBwWZdl4WWptdb9QkQXFxfn5+dRkj0J1VqjGXmttt/vQ2tzv99nS0NVUybKRljb7Wxmu91yfX19enqHmRn21ltv3X3x5tGjRx++9/C/89/8m//L/+M/PD09hQUoaebhaEtmcjp4oD1K5Z4SMOrcvR+tKyufMz/AYp6hqQLcxgylF36EOs34ADdZj9O16yR3aIb4YWYqbnXZE13urz8+PfnBD3/4+M99A8D93SWaeY7fht69U6SNxyfH8Uof7yWu85AnO/r7ENBEWHbFSbdCvfBx3D0BgUVxlTVssBIhR78aj7LivJVZb9dPCMgVSgeCdUm2365gwrpw/QCwjiDROD79Ym5mdxFRZGilUzfAtfzDe2ErDhNgwpXN/RoA6Lg+L2J9fJDks76sZcUxsyJCZbS+EwxWFxAm8gE2jwBlLDjrZ4n5HwFZu01xI++OrOUcx4DnEXTILDwYMa19cka2uvCQDBCIs+XkUXsFkuHDtmnUQsbjiHl2elhLkY5umTKRwPusG8AK0AxE34vXMRmaXfWjdaLLewdkShGZm3N1RAIJAwZwaS1Ha5WE9NX1Srqn/dwHqepAGu4urZvOzbPHPQFUiFU1axjdw1OinE5J6QUF3SxbfigiezWHg7S96R1OVVVyFyqqSyvzz+uNi8mougMAOwsEBV2/YhzSIsoSYW5PGTQRYm5Co5RPLJcQ5SWmHie7kpKjlJLxvuEEIeZC7MK0qxWHIk9Bg5cUa1hxGIUwmzfpjWzSBichoqW1FDDzhoXDjUB0nQs4QszkNsw2a95MaDqn/kR3TxBZYqv7nkmyHnE682QODkxYmwtE1hbAzSnY4wJRNFMgbhiB0QjMe1CGKBXTM6YXCzVmjLCIXPlb8zxf3//wxfzoP/uDT37wgx8+3W13OyWSWq2EZfc9XC8uz7/zne9QkbfeemvZXZ1spjKBxagJvbo7u5saFaHsadK6B7JHobB7SmH7MKbxyPIumCAM72hvDaZbiAoQTdNkZg48uH//g0ePX7x4QSczNXUjJiothYTMwlVHh+M3NrneMQXdZ8Uxzx9X0hN1W/lNauGPhvJop+FImB2SJt1b5aMpsssO1PSiLpst1Ot2OttsNoWJCoR456Zu2hyDxU0IE4lX/Sv/+l+9/0cPfu+f/+79hw/fVCOiqfBu2X3yg1dvv9Ef/3D5+te//unJ1S/+4ukvvHn1+PHjWczMUC+naXIstVav9eLiYrPb1Vr54mJZlrq7BvDi9fl+v18Wvbi4ONue7Pd7tzAH07IspmDm691lrXUuBQDRQkSmeHP+RtW32y08eg0JgNfXb+L2C5f9fl9rLVSur77El8+/9rWv7R6+/Wu/9Et35B/RfsdlE62ZfHxC7UW5YWdgvW8zsco0oLm5wwkl9x9yEoJbELo58TrsS/AXdUQeuuXZoVGJmhxuzArN7LrjdKuYALGbjlcbjJeRElE03Pvx7lJE/u+/+we/+qu/esrX7r7Jvp+e7kSivXUiHe2Ff/ar7ytxANzGZ7QqVB++H/+k1XLeOGk0UhuZuZ8FOsc3Dzd4v/lNokaqHx7ALFMGb37/z7j90Rje+s1uSfoN5td8zf0Yz5UCuY2a6IGzxmPGwOlgrod86PHejYIbs+SpkwQ5OB1SPoLSbfCjAQTQ+uqum8Ih0LkFhY93ffTR+Kxv/rfBiT+LQ8151pahh2xIe3IArIfmBiM5WsJ+QLuRPN1H9eifHdSm8wMQs5uBIKXUWhsqOg5tE1nI9zWiMYX9cAs7nqUYDhUHFOxZqe4ezF/4eERR/hKicuboM+OAXBci9L4sRERUiCxTOLoTtt4mEZHIRCS17nvLKGpfO7pmNAa94Q0eesAgOpjbcHBv7cvHEXZ3IwRn4e4CcfeZBRbAAxGtFiYicqgDJU7GxqoaTXOFAM2sgsDFns/IiSh1z4doWUC3lg8xKmKvAH/mmYiMDnzfUkpVjYHc7XbTtAESHEe6PZFTi/W4K4ikeZwORyp19fVzyPPDQWgOn/QwPYX3qQFx011b57H3ToBILoiGIeaULzR3aspKIBpxLg3+X8QgrEnmDKturVwemLC2NhzBR4Q1APK/MRJKW5Zpd/LedOfO1fT4H/+rH33/2e5qL2pWVYMv9GBYl3p6cvKdb359u93ev393WZYNMxE2E0VBD1PmSzkcMHYhwI3gXMKxI9NULc6HzTARWtTdXYuCQRAjCJm5C3ilvin27jUTkVE2M9dlt9/v3338pF7vIiPIWYk4vChkwygbLeNo1Pq80pgZITOe1YjxiLgxEgeTMM1ciEHC0VoSxx/khtbgaPS2p9AAanaciELlnSW2E3jVen1ue15o73funJ6eylRSwrQuRnRlZhZaIA6gbLavLl89fOvuv/ZXf+23fvM35eweEakys5btyfnVtRX+5HsffzLLb335h7/xNfroo4e/8vZ89+7dLV7s9lr82lXlYk9vLuv5+cXFxfXFm9evXy+I1coRoq21Lld6fX0tIqWU7DxXab+/mudiRtfR1iSqcswAZvCy995uA0ATWBwccfZlWcrJ6aefflYvcHp6+s7Dey9evIjA+mFgAv3BxYoIbCJEUykxvt7YL3fnSL6khhrdiTwmZ09qCZt6a67Tyq5l9xoE63NzQ/Lh1d/JbivCEUnkrrDPuvhSq7DZ7uGTf/Lxj9/98ImZiV8xcUs8OOipehMtNYP+Z73Gud1fh+/EwQ8UT+LWAUIrZaNGAt12jhXuxP9pi45ndwIiHkY37aFFKsXN6zm+7J91/eP+NIKq3hB8/PKIxdcDkoFAgxzP+On4w3wQfoOsa+1HAaTrPVxbisPwUL+SXdeBJnse84VTfyETuyPhFCC4kBEzo8WX0CULvNGotPb8bUV7Zm7wgwYh/XbiZUZmB2BrTFw+fBYBLWI+8NGMSszR4FacpPkM3X9YM+Nzjt2QffHGE3dkpkMbuva4wowfwz4bhNvyaHlwRRRxHbJ0SJywnro9+q4H4LFHxo2Yt5awfeI0Wj831TzyesBO4np2Vcmgdz96I4PiYpiZ3aCm2aSo9cM1s6iN5ew6lm0hjiMVYGYqpdRa0/IB7tbnXYciRkF4HDAXASKZ2dvCbZMkAUZIbU9Vmbmacr9rIhYQFQpWhZmZmpvbmlIVFDiy1wW3dh1rBa+7Oxrfa2Y9sN0fmA+dyvKiQ6WsoEOBGG4FQYqTOFyhRYSziy7DOVOzIzu7WSTm/iyJDzv2tAsQ96FVcXLaILBVbzrpo8sVTOn6hEZvNSqbjBhEMlSZjUsxjtP1ynFwMY133Vd3D1KhdS1KU96/HM22QSkTLSJNr4JVdTc/8XnePfzapep/+rs/fvr0q7K5u9/LzhZVZ3Yimg273e6bH3zw6NEj06sH9+4Ctp1LcB48CE3n5QHCvVr6WJIqhyjaQHFw4OPtr6xDZBY6QT2yT6IrWIrOkDW3G9jv948ePfriJ5/N81whalYwqUHZCZh4XUg9o8UbOk+j1ccknlSa1UOOeaxA7Io0aUkiTyK1rywzAVdvJMB66IfFfAcxs7QaN1C4HwSzvYONy9X1efW63W43wlJ8Avb7uiWqrtcspZRQTNqK+DQ9/sbXrvZX3/vnv3P//n1VrTVMuZ8bM/NnV/z5j7988Yze+6l8/l791rfe//mH905PT2X3J1bNr6+L6otn5y9fvry8rsuSCuu7ZcfMu/3VPM+L7d2omu1318Kkqm5CkP3OzExKWNLVR1/Io0s0kH6tp9RRrOOoelYzu3p9sd9V3iznr5/FCo0Ra1lTq02PrRehjF+EmbfzJBIdj1pnG7BgFcf2Bs29PfIOzji19VNblvr2NbhSI/YaFvKBU9etZH/Tk7WCI2XkkwcygrPBAf/06uq999777R99+s1vfvOsXpmbDJWz4+s2ki8rv/ol4RAhHWI4jO8fvtnj0rkRRzfjWITNmuVVhcbP+nM6aD+I0Dj0FI/AyIGR918lOAPB11iYmVEq/x1IgdyK+UYLOQ5X/+ea5XYbvTfG/vpvowKx7ypxvPhkTGgL+dz4e0yGc/dwoTsRRs0JvPnqAGj8p7unXHFLw2fmaHd2dC9EJIVUrdE9eXVIkos75jgatwiMMq+m79YRxgqOk2Xk7M3g0rKQkRMsdtGDmHgbZLjbIbu85uLjBnk8LigGvCkI0rBafeD/NFaSEZwEnVcbvfJ+6DFEvkK3I5jbH4oPTFsbzFX8nFpa1FQkSyHj55zJ5eY11RhsdcxSwLudnYhUQ027zVUAzqoqcjy91VOyyIEQhW4DEvBN4CBlNtHMLgJFLLKBlwamV2BlxEzMzFEeAOLgaIipqhkMIWpMzpYMd5MhbOy+M1Jdl0qUB9uwI4pMzKyo7imMksnRoHBHVDVzIEM00Z3gVY2ZtZIEgQhxVyYiRHTM4U4SItF9Tg8KLG2pCNrG22bzVKTWGpUjhzNvXeqjY0RDLkivnCYQ5Bbr3KfvqJvQJv06g2OCjTR7DpeTD3w1glDWW2mIWwz98FnfkChIfrXsgUiNWlc545l39967dv/PPrn6+OOPn+JMTu7LdV0WXwA1gjkLF8HXv/1NWEXBg7NTRk34lWeOwm/p9ziGKqIXcfYziAroyMIkYPDLAwxxhMfRLUJnHfrTWd1WKQTQpGJmlamU+cOPvv706VPtU5MQhSPGSe/EjQc+jmegqj6wKR1vAiAa0t7z+wIglBoDvjjBMgPJgbVRkg6qaVFKdPBwKI3KGrlzwJ2l5yrZfrmGLc5UJj7d3pk28/78nJgqMYEXIxC5MLPP5rI9WXbXv/jd71w9e/nJJ5/c3Z7GwWutIS1upCLy/Vf4+M2nn39i33p28m99JA8enPzigzNmPtVznrdctq/fXDvmpfK+VlU1c7OlAvu6l+LuYXadsMQcIyIzV7VUzyezVvdtaLN8jDe1P9xTkJOIFLy72l08P//ss8+evrrkcpLfTLhwMK87LCOiUkqZWITdVTUyVjx4BY6W3/mjCOMq3Mkkob2bR7NENTfzkh20g0kgQmvu591SjutuLSM0Yy7WsrnDFQliTwYdULQaNzZzkDm+OH/95BsffXq9vwd+T4736QPX4pZctHUtdCMw2qK+Td6KmW59J98f0MDBq0G3bl0PrifYppZ1Fxcy6hgfHy33vwNgFzPBQ1EhwCXfnq8W1xMLqBvqMVbYLSfUUjBWsg7xlkMdvpMbm+rRIOQTCVN8AA3Hm+Ug4gICxiwfWZmbAK4/pvGJxxZLTQMew1Oj9rq5N/Xr7OBpvAWKNm4AFQnJ33Yx2tZot7fe0GRDt4O2Bt82LL4GbbV7BW1ORrXTGjcD1slDA8DydpHBPIlINLG0Npk7pScuDDZYrxbIQYhs81tY+3C70qqjFbG2ofM+HfKac5Ij4fe6lNZs7PH6fdiV2hEMa1kJuXs0buhy4vFBrTXiEyMEr94lSOHuagoAko91xBXjSswZKOzupmpmhOIWufQCUmZWdeYSbUgrLLZId8vQBzGEecgnWciJMElgFbexGKi5aiVISHJyCyEtYoEImVK/3Kw5bRnN/YE5oKqFGIDwBKDHJQE4t36OoDS5asIcyRFmzMQsMLNq1NnRg6U1qq7TRKHaz83WcwA1N4t4aKabgeLvvkdnxQe1RuGx9oYVezs+60BwWIcMtOw0Qq01TOro60edRA+fhFojBXeoiDC0E0jyOD5kqBxkWWZYwZiZuQB2deddEXlz52tffPHFb3/67HIpNoure9WqxuxgFtWHDx+ebco0z6ebzWYjKObdU7QDg9I3eGvWnCiTWnOKtNZA/cveuBZVLRQciMSSdXdjZEtBzkaK40iKExGdzlM4W+6+EG9Oz64vLvsIa2u7ByLAtCmpurvGB9HOziK7y8deCN7mdBepio2NU79qXXKK1q0PHqLQPcufohsjEZGXkt0CezsvQq5sY2NmAYSJnWqtBZXdbNkv13TFtN1up+0Gwr6oajbri75LJ7ytqMzL/ur6L/2lX713787v/cvfPz09ZSoAmdb0pGo1FtT68Zvyye//8NOf4C/8hXd2F48ePnz4jp2r6lYuFj7zfd0vuDZXzbkd+vmROOmtzg4I4fjM9oheJr0VWPqBEUpwD3Y82NnW5Q8i4jQx8yW2AP70s1e/9Vvfs2mrEZdo7FHgOxvyKw52YvbovaBu1QJemzfNf26r0aK00CwUddzG8iwGyENLLyrZM9k8LSgdJh4lRRsit0AfgaN9kEiyqRQBrTyrMrjZViVcLftK8gc/+fzn3z41QggYIlYMxc11K+Gj2zNattug3nGWYfvtQaygg49bD4Kj19p6Drc+CG88/ZgY1D4boUzwQ0M9zm2vWxBne//Aqg/R2A7X+ncsQ/BC1LlQ7spCeT12oMPX32x/chRn9y/EPsW+wtk88ODMH1zPusQz2aZf5NGdHpFz7t2EHCDyiETxkOTTvzOmjiQW9IMRYz8a2MQ9R8NuXiOjinvm9HCzDVe0dOqB8O531xzmdIPbavK+IonSDgSXkZ3NAtUQlSYZhtbHLC6aDp9v3m/fFLBCPeqh21ROHd4Huo7MzTlP0R2k4eY4zU3SdMRnRBTOJBwTU7ia7uSeDQmzG4qFemsOEBFpBNjteLn1sbLg41oKxOIGoIho611BbKG9DKS0CkXsJcYnMG5UUBiQHTLTDrc66xrJyk6otUaAu4NjtwKiCo24IYXIcDeGRqYoOaxG7sQDLF3rsVvncvRju2sE6dpkdffGeK2NYlLxuS6lFGrgi4gY0gtQLFQkzTlbO3gWcGQLdbdIqpEsUNWqY5K1mbVNbl1IcJCDRdx9UQ0caOnBRYquCyz38ib73rRwug/g7oneujdw9PLmJ4mUUArs92hrI6lmmokgnO10qJtybrooxwGddkYHsMf9zcnm9b2vEdE/+L2Pd7vd5VIqzVarmZlWR1Y7fufnPnr06NHl+bPtVrbbUgrPU1milx3g0TTsYJn5aHn7eUdTeOs/AXQxWGYmsxQ3Bm4C6PRKAcALMTMmllBjPzk52akty5ItGskdqMEZMDuROWr0K86kSsrWLQZmjj7NmcnXALr3ClzPwF/b15yaugRR7tJOrLBgDck0YCtz5gmQVs661b5pGQBBYZDACkEAEa7VTNWw37vt9/X+fTrdnpRZTPfOLhbLOwyli5CbQcoe+Pq3v/0nP/i4uoubVoNpKcWJ3DzYzWuyQvZHr/j7//j3Pv7w7ocfym88/oCZH/vl5ck7dvmT3eLuYka1PScPA+ZgF3OqQ6231qXDcfMgRykC8VVrhwlmPs8bd7+Kxr18ttvtnl8ur169+tHnX56fn3++ODN7ubMsCzpDA3QpS1iaKo5yCoer1UotjE4pIsrwBhOz3zRZRFaomfmQ7HTiluWcMM7avGXm9FiYG3WVPerFycxi52rhrXiUx1jKUryiENESmUEsTqyKNFpMSvzVy1eXj06Zy6bu1p/rzRR7Hk8xLpzxn8M7uZ0P8KVXlXY8zePyRGfi6Wcu2yPDdXNRH4HCn/Wr4/cpBPniCR0QHsd2LFJBbrxWP60f1pl+Bqrs37kxyLek+QdQE2QiHRPbkP/nHqjo9rOM5/Kmq0JEE/cqyPQsyFxAbt58ZDizIwXD+ihRK30dIWP38MdxIIqJSdRU3/uvCGvmcRvV9b/C3OWXW5JcOEjUR6Mzgd5CyeF8Rg59z1sfb9wzYhP/C/LMgOwIMD6+m4+AeluwbNg17C/SqkdppY1irABoWKSEZe4OMyWieZ5rrUnztIdOLVFqfHx9FiA5g4YkGyzpQcXDvAujaMzKqTsWxZ2hH2zh76TehpqbM0EQXd1XbzmSoXsBWRF3r2rqoF4hLsggLNRgZMfrJW6tunVyOnFzq6UIFMhEPmT1AetssUiqCT17ERAnEFdAUQii1cAZbw0/WFVhHuE9NxdKwoyJrdWLxNMGkLshkigiInfl5hwbHbj7Y1bfEchIOdzMWsi2xN2zj/8WArt5ugreE+YohEgaP9GHbywB61PEG4SlRgVj3a4UwCylh2Uzc9E7YnHvnfIixRAHzyzuTmSNEY9G0Frm4kAyd4Ga4wRzAIbZaTrfPtHT0+8989evX/3k1bLf1+hTEIBvmuTi4qLY7lvf+ta84d3+4u7pyTRN24n7xtBbQYNQ+o24A8bcTxqr7SjP9GAzyCdStc3DDOlI49tFxMBdKD+KY1qFLwEILb3NZmNmBSTTfPcuf/XVVzytOP7AoFDra2fWcwTzawRHaGISEXEKF63XSaBYrAB5yi/naukzoZ/LPcuACtE0TUUttC3iuyLitsTBmZnhc5HJo6EvmDHBzG3ve60LbaZdXWbdiohMG3ESN2ZespWTxwEBXC21qv6V3/iN/+Qf/IOT0zNmpsWruWQLHZiaN9LRF/9//sHzt7+6ev7B9O1vf/trV0+vpjtl+Wq3gOr5drtdjKTIYmpmddnP8wxidXVTMyPdxwbPoO00m5mGvlStaln34BAzu3ij+/3+/PXLN2/evFZzd3732z/+8Y+/+OlLEaEZJCc887Is1aM9+Drm4yro/hM3xS+tTETRembkBUc+jNve0lclQgeRFJFp5x6GkqJ2JmeyAIAEDUzuDqYo7eqeWE8BifO2ic3KAc8C2iNdfiJnqm7m1RxU5hevXt5n3df989fnDx480NhQm8LLaKxufa37+g1+7giu3QKw8ucrWzbOW85alfXL0oxSwMFbUWB+4aCrbzj/qa7cLxiDNcBgEDIc3IzjGGWj9vK2HWKF2utx8mKcAXALegQn17MG08wOmYXxGg27tDI4bvoS0Y5bUofM0cbhCJ0c7UTj+6G+mZDaOvhGzxKMiwOoJUiEe0mUerRgKgQGJcVOQxOIHMAGPthRQvm/s1C5drLUIzik9nebElFrHMOeFxVXGLKha8FT8ricV4y271DTpDzKSYj/xLPoDegGzb/Y6gVYOZE2Jj5e//j020VzKHbGqh2IUTTkwGaESBXyrK61Jqt5ZGGy4QJ8uIYBMNCBVt/w6gUAoMwKOS4DiudSfQ2Y5sOyNWVonPDxkpa3R0RuAWe9K51l9CPORQQiJUUQUAT3JZABSJhEVcNl9cO7HlflZrO53lVLrRxyX/odGokB0biLQGoqJExcChd1VWcijmcRV8ytD1WK9yDFxIggUQi5AoI0VcxsMQVtNfQ08CLZbTbXRMYJuvGNHSBlUKTPeGQotqlbofm1Oqz5wzbhFuczNxCDCbri33gqwQxRRgDZvIHFyFeQfDzdckWWY7dj45w7mkpExMydU4kZsAbyhbXW3HZhrcJoMNBtczICi1xOj3WeX56+88L9j356/uzZc9o+BEx0D1WtRu4bwpN33nny4OTk5ARUpyKloEzHuO3gcQDI8Mqw73GJlhw0zHschVHIIsIVhiYWTJFSa43ZUogV7gGVQFH9F6AstNMKkYgw6Z4WE5jqxPLW/QfX15doxihyByMxolg2HWJmV3O1W/O0+mK4yQHkvbQA1s0NbHyJSMQvhCifDmEqpR95YgFQYHJYFS7sBGeYmy/L7vXrvSnu3r1bSERkEqtVRyWnAibyaZoAsEz/2r/xn/ud3/pnpZQCuHtLpVeBGASaqgSyPfnyzcV/+kP5V69/9F/46P3L3eXXy0cvzl/Un3zCzOeX58uynD14cPfuXVv04uKrsplPTk6gZmbYnZdSpF6bGXvZ7Xb1aufpytJc+M2bN+cXV7VWojsA9rK5vr7+SvjevXufffH8xcViJw8AqO/dfO/VIb2pmpr1ENituKfbRAB2iD+On4FmygSAWDdr9aQ7WhkNgjv0FBfNwg8z4rRiZCEM60k3Ipk/hnkKCOWKdiYL1SmKOqOVsurzSpivr68fmHvVeZ7RoF67hZiQ3eHGKLJAY/EEaLhjH/bviAeM3+RYX8ieQMe58/3a4o9O0/Rc59z5bvv+EYDrmRs08PPuHhswczTtlb522p4NgFo5yMFZjgxj8wkIoK6oh25kEm6mox5BSWaGGTNHz5UsCXLu3gXWDPeDutHMr02GaPVax7E1g0g4Ibd4tu3pZ+48BcvgTg239eFdNykiRmaPEAhDOer6hcPOTy0U6EhL0nnHKFl0yXT4lk6Dpm63DmvnsY4RGxF177fvsFkJC3P36PUsXHCj0gWNr6Ik6qLJ53ovPoQgA/SHWLrlrmfu0ODvHTZguvhhxOi6cEmfkB4Z/ENOX9xGf0BxVcKl+4qJTIcpnYyhs7unPk2PjKd3sXZsPXzcGM8SCQadzszRbsHm1hhthJg+3s56NBtaf61ubeKXXHOktE5w0tRk8cxLjoWs5u4QTqUhZ3Nbo1iu7pmik/wI3AmVHIQSRUXmqlrcmsBeWzYdq3nEXWI0zYmEOUKr1LB/wDjpaylhHDLMTETLrhLRxFNMBXgmyXLrpUsNTborETI3MzMok+frjz8nB5OahTh0sgBuyNAGnAhMlsne5i0Y6BSmIYqSggMQg4sUi/pzt65qmBaEiA6sSXg2fKQp0Mah0xFwVxAiTt+KGyjiuewgUxExA9RCmSzGJFeCm7srlalM55snAJ7zW3/4h394Xs+usbHLawasWokmOGZvPTx7+8kDXa4KY5638zyDKkVfCiJHKBmuQp26Vhu5MGk2Im5uTbZX5z7gB/89FJgQkR5mWr1zIjNncCmlcNt0QysDJE4TFSnMp2dvdL9Tc6Hp7GQzl4uLCyZxT3CfwyvUuZl4xTHjdNk0LlbpoKspw9KNHSsz+VLBfGxcMyTNMDOzeNStGDGxp3JpAFwiCs6gkJBzb0XfTX8EYlF3LFJrvbi4eHBydy7FzHZalagmuUVOhZnVnJiu6v7Bgwff+uZ3fvCDHxBFNk/CAlU3UndftBLRNE1E9PFl/exy/9Ov5Otf//qdd37tKT+9/Pizp0+fLq/fvHz50uhzIpqYaq2u5u53T+X09PTB/s2jR49OsReRmJlCrKrL7oqZL6qaWREpJAvEzN5oXdQvtrOBXu3sQrNNmUJAMGKHK0PB7kzsmqDEjYLVzd2SInmO4AT1FMLqq7XlCRGai4WBqcKwH/shTFw3bz8Ip/YnS9kDmsPlQAdenI5rZGPEbHdnI6am4mZgdJa6wSmrakvlm6TFenlxGWsx2c30hpuQq9E88VEMxQH/d4CNbpya2qt/dHSKEMxSHP9qPJQRLJnv9eQU7k772q2IEwjYkdx5txXDr1bbMsLTI5jl7uY190EMGL8PQuwHXpmZjZlWIhBpe49IoPVO8s28t/6F21O3+/WPsNXogCnqD4UFDYsj5GPillKyx4iJPJqn5W1xB9XjKIVGKR2waEFbrc+0dTCKmGOrPOimbBA9aWO7pgQA6Tkwk2ONPvUQ5zgZfMjz60MBSCmls30AorA0INHoJMzzvCyLuRIRSzgtsYlHMC1vR0pGXXomcd/oJfFAXGJidwouLp4GZfRXU8OMvXW3Ime0hrLeq+1A7roKaBjBiFoF9LIsRWbktISBnaiaBtfmJNmBgxnCsD2CkghQ0fhjuAgLnEw1aaxBfjwInWyW5ZGp37hn91ZLKwQIKhzmlZsUSnGQWUWUYUhkPJtFGjaIJKaDiFiObzWPLJdMHot4bEi9lJiFldwIExW1BRQFV4lbuUvU5MjdkmdBg0PZ10mcfMymGicQcaSXxzNY116EVLqJMbNI6QnCP39uHm0rgnDuEz1tMZEulea54Ve4qLdcE5B47qcOd2bO9DsCmMilz97Ra2wWKqLegpSNPAgWx1JE85gB4LaxGjcnb8FlbyEkdw9ocjk91FLenLx1fn7+u3/yyQ8/eUqPpkpkpu4eFY0bwcPHjz58/20ApyczAJlmAhmkKY23IV/75oHcgkTxqD9sr1r38ehisuZPCYlAXN0sGjygIf7YEgJsBajyTtO7myrCli0GhQjBUTjKe5loKpvy6nq5AhFo3s622MTCzM9fPZ+mCSm36wDImIicV1avUGT8jOqgkUND4yAHhhseIohoYlk0V/HY017gQgiXQUCSY2iUN8REzG6SrVeMI9ls4J4jBmR1X3i+2l1Pm1mNSimbyet+7wwqYmpEhChaoirMc5kKy3tf//Dpy+dvnr9kYnLtFnA0xF04EMD5Xv7gTz+jrz14+PBbP/9v/wfnv//7n/1//q/nNN2fr8y92mJcgizYL1oWnm2mHRFIXbP9tQvcWSd3N3IzuIGI9u616msiM74qs5K8uNwrSoT7owG4QYipCoxlyXHItArqUy/T9XJVGqhQugTh4zGHQEtbm3mbZIbQ7OwMjXsEd/p6WkPAzd3vjzhfFHxbAJ6cAx67HwEMFGJloBPGoScQ2T+5fhhgIwTVAsCqcuPEFYpmyq3Jc2CtGB2uvL1uoL0uV0YjVBq/n39ld/U1dekA5K2JJS3wSQcYsV9beBuHjUgwzrSbYLTZvfVefOU2RjbXD7/QHKFBpgdkdOPUR0MU9xggPjy7oGfTczPm5mEeGVLu5X03hj3fb5l88R05JOGOrqQPHd2Q/QujHSGUcVM7uKl28m5LBZGHShimAfK5UAdYkb03XNI6JUa1NvPaQJdJEVVLL7XLUzBj6DXs7p76HaHgZBRw0EiijYm7hQLzjWYn7aZWXJfjPxVVZRFv7UNjMqSMww1wn7vR4dgej9vBLaTDcPSFPnRH15nQillVuWXJD8ik82oHBwyV6UavJT3Rf2sgkuJDW1truIgoA8pB1Kqu6UYTzWYmIFUt4ewCCag8U0oisYeibaA6M0eBVJw+rEqNa+NMIYy91cwMHBCgWwyOQhFq9R8tlA+vAcM8vARCoSDtHUzkVdmRQiqJOpM0TsOUwuWjGUIPyaPRJM3iHjwMahG30SiwjCImMS3i7gCAI0urZZnkjhLiumQgakLTaQEjWZB5UlUyjzYsHDUvaTkMcJiCWmdAd2mMXfh/dCi/0qcgdYUbDvW1NY7cmvPkjSSz6p7d4agcTU1uHb7NTHvHi0ZsKDMRvZofbTabZ3Xz9M3rz56dy+mD6/0++gs7fAYA3H9w9+R0U/fXp6enMxsRFYGZVqPofdn9woK1S1vkxrCpu09hWByAV1NmjtY87c4IgBQigqmDXKJ7IEtYYUq4g0JR5xCAUd0NVB1EmMyMOXgXbaNEAESoED+6e//Z1WWtFeanm63V5fRke296+9mzZ3uJkAERcdC1DggL9clDNC7fW3fWmDk4tNd7rU7IhFyrpYSyQMJZygI665caib9FwAyJbINc/PBWh2+ZnRlbiyzLco3Fry5O5A4J5lLu3r375vIVyGbhfrWFmMgru6rOp/Mv/8Vf/of/t//35uTk4KaGtuKLxtpRANdSRORfffry7MVy9ufe/tZf+69++LW3//7f//vL53+03W7Zq2ru+yeEfTUo684XcgATR76qesrhWWSreGFmugLv1M/ZS5n203x+vdurROIcgOycK87MyuLcxMp9QgC+1o+c3YzIuj5ZzN3mEIU9zXqMZD3Xu9aEOMmZWXh+Q3A3fEr37FHqDZEMJt6JyKzyYa19My7kWsHTumeH6SZwJv81sTEwSEjYCVSriJwWsO3beqeOOG3NHvaeeDDijhW/YQWIONzJOp7Lf0LWTS9ai4zUVL5zHJNKad+WWzYsjcw4JApoe4BB8zJ4pN8YFA1mDzg5C2rCqIXYe0ncLbC13xdW/aaDj+KVVYpD2IS7yl0QDmoYIgzUXuOFMbM1ddUec4jxSVpvGKdhkCHJlxyk1oyv0W8UEeCo+1ZLggKg2VsoLE9P4APA1DvYpmvactYTjwcT6Z69nTLIkVGgVXabhiJF7sQVGRGYE1d26s4On0igSwpmbqmABa0YsQWYcm5G7aiN7BDhYPi86fmNtzZOIaIUbbYjzwQwd2nh4VgbHXnbkUKWJ0IC9cDSqsZnZNnBj9f5HbO636sdTewACV0dMPqkUwYaiCg4S3InoBCHLHZE/0yTUWs3kvxeSFy5OwtC26owwnjAPEAIM9eocbY9kBbBDuoTsh0iEZlmmjncJdJMmMZ6ABFxDbBLOX0GX4uI4B6tarlVdQjITVmEQofPzCjCfgjXUNpDRXeOPcwKs1sFoYumAquAYJB5Bs/uuo3M556aOuaQ/QyAH9M9+3ak+2tEZLd1PIzkkjD6ncBlNxE2uNZKcDfNakEua7jnhkmiBimQBP6BOVbSUkom/2Zj3UCa8Ozgm4ok8SoUQDbz3lhgmkFnzrRiaGR0glU96liDt77APWF5Md2H4Y+fvvnBDz6HvFUrjFCrlcLufnKyfe+99y4uX92/f3dbaplsJjATbGF3EmLmqQiAIAQdZq5sWpclzhcoWe6dmukUmZekbl6iSStN3qwLYERcKCudmZNsLtE0mDoHEJMt8DBlixRuYIvMrDKXLvTKzMyFudwrD54/fw74ZrM5vXP67ruP7hp+5+WrC7iaOofoa67JuKDVxI9PsFlH3PZqa568qRCEw1qIA670EEbcSQlRIVrhfmkKL2jZPd6SAMzMjbyVdRu7qamc7vb7i+srnsrkZqaR4GjpwhoAZ3YnJhE4Mb9+/fqjb370ox/+UOZTB5oaZ7/LZuwC0Gc3z/lqb//0+1/84vzWL//yr/37/4tv/5P/8//+t3/7t9+bxJwE14GrDARwrabsRLTAQ2rLHUtNP8qdKkRILlyujK7KNJf5YqHrfYb8LAQCmACqhZjZCwMwXwU+nMmJTLmUEsm8uuzj0olIRUKBL0xB5Ni2jZ6MWi3UutsAPWHLAbXVywrF7BsdqNbts3nwHe2lIVLrtiXHkw0tItnn2DhzQp3ezLDfnd27dzZvd7tdD8q4JxFBtGKIHowbXslQdmCULeDG2TvM1X474/SmTp7eeGX69eGXaI3orTiyCSlbo/zWk956/NFm+ji+QwAjMq1/Vpz05n3RjQqGPJfRwL3ZTbZp3Lx/1omORp5uKLnc+jU/RCf9+OMf60k9hQeJKMDBzVMEUIsfOIyZJR8HYRzwASjTYOiAlDnLOXnIQaDxmtRUV/pHETejdFzFvbbu8HlYa6WTMk1HIxnB63a/Ab+SnmBmosnXBcVEKdEF6HDGPEWMaR+4cX3FZh0MDpNkBW772tH4M3NCN2ifr/2Z9snZAGUSnDaApP6FsBgk0ota8qS9ttBD5S1BeXgabc+ynqTIXOJKKGi65lQ16bpFRAhFmEEKhOhdYo/sTRJZFoRMIHYjLwMTGgBU3MhQa61UxDl7WxuJUfZKjmQ2t9TlCZDn7iLsraEfAJFQibYCMnNnmhlQi1hhBdCq2zh2wEaAcatCcIJIkSEWQE7UOD8nImMDVuIqQEZ/itHlM5IfY9DDLQr6MeIw7cjOnH1aU+oFHn2Q0ExOZgeMIk+NoaHWGwNaBa5Natjd0lc2pkb4WWaqthFvhcC9pBcAIcu0QRbsXQy01UgUjUfCnltIyzEStvY0kw2idvUEKbO7K2ZVvTh7t9b6+XLyk5/85HO7f7W5WxYoaL/fu3txn6bp8ZO31JbHbz0ohecyzWUCFnAEmHBysgXgwsuy7K26mbru93vsq4jYUmutr3bXy7I82J3du3dP99ciEoop1HJlPFva54iCnAVsGHKND0Klqpqq5ZyuArp9IYSSqpKGesFcGLDYICfHg7tnb3Z7Ipqn2RRf/wBX59/4F3/0x5tSamQqIk1eB5QAyNPc8EEYginyFN1jjnMLxWLYjoiopRNoLAxBs0pNiKVV8nhjZImZM88f7O667InIneCsrprF7V4h6mZeq9qLqzd0Mt89OdWdb8q0N19yokqfvQCXMqvtHty99/jP//nPPvss10jvAow2lgGqok6cHWbsLiI74u99/MmLL/XXf/3X/+3/4G+9mP7+5//o/3Fycrb1hUBwJYfCF9MS4vIt9bHWqhUAlImIFy47tdeOytNuU6rQdfWdopI7J6TQIgC0sDNbiHzGZVYnETcDM4XCQTCmoUdvbO4QVADEGop5CP6qeRZDn5uRy1kNyEAgmRkN4D41zFqKQiy9GLv+q075DJnpda30p6i/M/dUqOp5VwBmpt1utyX64PHjVEPwzmp1kDRAqy753ikrQjdo8ccoizr+8bNeHQQPiMsBjxT1Ft4+4MnoZwC4bs3Wrx3DU4yfHr0To61kxIy6sl83D9L4NlDp5WsZdrAW0IxTGOCZAN2WaSZ8EtDiJy0HJYVnk445vjZLnU7gkJlT1bKSxGvvEGpsExqK6qN0053o/EV/s4b46OFwxaaOnv0SGUO3AdbYcZhFVWNLOmq21g64jvDRnFn/CREeEpwccBWkWHOPeveQn5F5pEL2ORDuUAOaIqJ6XAknMrVH2esRGZG1MQxCH6IDiNbikuuQQlPTLc0vZb0ThQvRmTU0iXhdzzGQizHaMXkI6xNs30kFN+oNP0sZmWEgaiUyE7TNHwMsevuwS8RbC7HfDFgPa8pd3MVbhAGACKlqLHhr09tb6FZkMrMYczNyeEhtJ8SkBlRbhxtG8AzcQWdytEwAStTUqglzEiWuxBRpr4WpmEd4tFui7A8WRpM8PfjUE0fbwgEiOFPUjxDJsuiaTsfs8aTapuXuxKVvXmbVM7pIlpVxx60Vm6XmtljWV18wafQtMVrPmqMgVN1KKVarAJBwFCLJLHnEQO5omz1gItI4h8yoCNaSQF3DFkBokaDxjusMdmZmC3qvR1W8f4fjGXanx11LKUQCePUHzn59+ni32/3pl29eXNhrsR1NxKiW3VcK+Ucfvh/h0XkuIjIVIiInceYTCIAn9x8uy/Jq2ant3Wpdlv1+//r169xEtb558ybqQ7cX12R0ZztdXl9hK8w8TZOIFCgRqWu0mmLmBFKEVvxFVq2j4W4uJVI6iBzsvfnw8NTCperKYQAEfjJPqjCz/dXe7+DLL/Hw4dl3f+7nPvnkk2neqOq11Y65vQYnnXAcAMwUfRlF+mn2dmMmpGvFANjSGaAMIUFXKZCccoxI5ItAoRmyf7Rk1qDH9rDO6giKmKqqgdyxuLvTYioEgV8t+69e7c/OzmaXundE+6Mgm0lExFv6hBBzkXc/eP+zH382TZM5m68FKwGm+9/dQXQmcOEyv1mWf/57f/qLb9/5d/6H/5N/8OrV9773vQ9KEZaTuj9xKIMZGmElV3PT6stSY8tcjKep7Gi62l+9mcyF9tOkqntoJVcC2jYQIM+lGJHGcyQBnKZY+Z7eF3PIzesSWW6R6+k+sdKqXwXDUUSSWxFX3Gc3o3qYexZGEIevbJRqRhkL9RRdONiBuJFt5MSGFOBoFVQRo4WroTAzlzJNUsSNTU+ofPDo7Xr1FTMHp+tDAv5ol26+UkC8gYzx7kZzN/5EVVcVcWDM4euny/dXBiVoFae2TA+LMKRTCD1e0U+Xl2FO3cLbz7wd9Ly0GD5bDV3PIBxvrVMDo5GPdHJpTcZujpiHHJgDPTHGGdTqw5hbOkGm/3coQ8hyq1zv4S0xRhY5YGsu9jaqHdywQxroP8JV62vIrRy4Z+oZkyKCLL8Nts/axPdD1m098i1naTLaRxg9n0JI+w78Bzdaod+LgJjYorNOi2U3eJOO5X6/FxFQw+PtFNwKYuKGcRiXHy9p4DAgMqlqb8JJRAVEfphD11MzmX2ge/tefEwox1Whg5N2OjpYg8wRej5cStk8U7ujZZnS4EAqe8VmEkWTZEMrwuHCUk9DVWKkWzU+M9xtr1pKAanDmSY0cidDBMHGdeGYuBsiQAxZ6hFuD7WYhqpBxM2kTNEGJhC2pZak91nBnKVBcXcpKpRd6QFPybwStRvt6XG3QXEUEQLcdI/eUXFgRwtlN0Iiyqpx89wavcmaYM3THP/bI2XUNJNodH1a+X0oMAUN6+4EIRCHyEKgYxZ35yIAXA+mU5ev5KbsFRttzLSkm3PHsi4KoKoeISfv9hlMxQ3CEzynV2Q+MZXVQDSbdeC+NBHg+ELcaZGCluonkSLn7GZv5jvzPF9sHnz56suPvzonmq7rsiyKCvfA9fpzH31tKkaFiagUFuGYORsrZydn9wQfffTk3UcQwT/6/VdvXryA+5tXr6+udmZ2vezPz8+ZSyllXxd339yZL99cfvbFm7Ozs7t0uizX9x+c7etywiilFGGHm4OdVZ1FgAINCJQ9CZBs9mqkvN04M4eGlkeJwGjL0lDmuLn76WZalkVdqmFx7Pd4/90Hz54+25PDkmHNVyHv5QupuRuE7eo5UaT+pcOS/AH61LXQQLKeqtqyhZw9UxQi3FYcDCqhF5D5C81n8gSd1Wy/LCELXF0DitVadzLPQsXrbrl+4zILn/g0nd756cWFmWnMWypmJrlts2y2e93/0i/9wic//DRQlbtF24emjrT69yJSSpm3GxJWhjIwbZ+9vvh0Ux8+fPhf/u/9D/7wP/qP6hdfbe+c3DvxzWYDulRGdXHm4r6Y7hczI3VnZiVi5pdml6oXG4iUK7IKXZQM2VkklytPzGzC7u4koOwptcZaKNTsoKVAQrtYw+I4DJH12AqbmnZmADXvc6lbeVr/SbG5ejMrNHyt1lpK6aj9aEMKTsaaOCoOX7l/mMNNJRQCLf1loETn8d1OlnpCfiZp6wIY+QiY0m9sNNuAHtDGhsNeRl5BA3PjHn+0qRM39EZ2uIUN8/k2cq4PQv+jj/N4liC2R1mrnF2938aqapHX17Btft3NiPlgf/WWysIcvdIinnMTysSbRiF3mh1wshA1rx4H3ZljPD1KU6lXUltsRMIDhQ+EWumN4aEWg7s5YvFyaLg3xq1MMBMAjgta28hwgAxmHrt6jAlMsZPm/BzGj4i6Kxs7xThn+iTuCSc3z24aXu7BvYzh8n7Avj2lDcwRjdgglzL3UCZyrobv0Elrb5mya+9rDAHidr3Z89qakAIRlVJs2ecSHsZt9Ub6LbsHRB6X8NEcHr65jtMwbn0jOOjuvS4HglnTQWhuDwGmBEiYpIhxRZtZqMHXJoTDynJ3C6TiuTWBmxvqqHQYkej7nVm2LScXd7coKnAOvEeU5ZsghlDwQZHrT56p5+QgKEXiGcHFQSoeqRohwhIajeHZrpHPKCJpzyCoLdMm/kSIAEfuRwQAqtRqDgILZwk6QaaS0oLW7BNlmqrCzdwzaOJEhEE6KEXxZFDcaSJ5IW7qDgq9+4EZ8nBunBwozfARUW0IN1NdB+vfYzr4M19xYQdd8MJ8ZAk65+k9g2t9ch8trfHU8SZh/U6rFAER7XXDzFenj6+A3/3RV19++dXVQqVI3e3hvlczs7dONu999I0t9hOonExmtpkkgCkzP7pzf57n9+6fPHkE28GAB5vNZ1dX12petRqWRa92qi77qmzuu8XMLl5dEdHZqVy/OX95dbndblV1mqazh3d2u2U7T3AvAoqiek0lOcWWmdmFwc4h3XO8kbRnpGvY8kZwRMmZaIrGfeTTJBdqr8/Pt3Z3mnB5bn/xz3/rt37/h9vNbG7LssQE9IiXxoIVdjg7T9OEWoUFqcVL1Mr4U01vSCJpTMBqNxNJ8ooq0/OxKlJO2AHlNeAIA6qZue/3+0jnj36s1QGQOgwUHPNOr7AY6eb1+fm9u3fdIskXpgyAp8ldDYu7g4ubAbbdzo/ef+/ZV1+JTEZEVtGDQU2+R0R4I/M8aWESAnEFVdVpml6e76atPnz8zr/z3/3vf/8//nullJNC8zzP2dtGDdgvu/1+MYOZObEQ7YUr/Kuqe9B1YRFewItTCDOmf16EmF2KM7sI0BRUSgRQDD0dGwLABDIVVV8TK8mgGg5DLCML4YAUqjUAmqnTGhAQQ9k48SHP35ZVuBZj50Azoya53CxG4ENyco4E3K7/Em5JOIfBwzWMQUQgI3auSzH9uXefzLpjtx6L7O4N+m6WhRGjkTmGfTgEZLhBDY7r6FZo0s3djfE4+NUR8M0/YhvI7csRad2HCQ/jOTssc48GSG2PHwLogQVoCDePG7O3YhGknCvosHFcO8BY09vjSGawkoV68W0+/I7fhMKJRZqg7mj2+93RjTyw4ErH1CM0++C+Vmn070d4N3pFAqHDbxhMCjUWyrPvxQpfwihFX7Iumiec9Uzj3Di4wvUW8nqOPooxMQKjF6sllUcexZru7iJz/+GICyPVROKRDu5ldYtwVoek48UcXqp1il818nY8+qdiVZSMzkMQWisSxmfk7q2idjhL8IWBLA9D+eNAJYvJJDmbst7/dnXlrHWFmbmGdIsSkNBDbfg+xRECxZpZtNnykFlRA1DK7O5MbGocvWNlGuakApngLs29Pbzlw9nbMs0AsDMTNyimxCYRm0JgMKducLQSWlMJdkQiPYDQ98bQ7TEYPtUKgMmYmIkcrmS11qnMw7SgIzSTByEiouxNss74HLJIThREx2XloYobCMEXinoWmEsR84WQHF6Y/JtNsm3QHwpp0OT4e0c4UDdlR2gvPSoqyHLpbAoyulnpo0CaJ4Re2l1KGUFhLptw7h0AZJ6WZemDtpaMtCuMKCE5X/K9UspLvgPg6euXr3ccWfnhVbBjknI6S4FuNmW73UwsTs7u0ddrs9kYT8bTnQeQDX7yowrgxVcv607VF2oKjepQx8X1wsyyX2qt0AqgqgC4d+/eolfnz68ePHiwPz8/OzvbTXtmPjvbuPs0TcJStYavx46JmODREdVywKkDKSIcPamQNaHm7oz4j5k3weCqPn369Kta79y5s3XINX/za994+fLV9cWFMIMqkIfvid0iEqn8c5i/Yb4NoYkgcTNLtAn5jddgIuXI0APYFp449foJB55DN7WLuTqqqrtXzQ7I6YQ5yNV1cYgw9rVq8OIZHT5wxAFi5mhG/iu/9Iv/yT/4B7bdOqWwMIWqIjkxUxGZJt6eODOVyZmNsNeqzEKoxj99+uLeu9vv/MVf3fzJr3//+9+f6s4BhwCou12tVfdL+O4grkTq/sJtudq9miYn7EBkfu2q5JFfU6YZAEkhZitiAM1MRL33CFGmDyMCJiRExEIOTkfOQyRTIRwryJBCzcQZFMsqOTGzjLxRUCytdZ5FCRrQglze4Hxj6cLpJliTAznajeJyAXaGM3nhVSkkYV+zRY7FwCSZwVnr2TS9c+ek7C4TeQy810oeuLuv7Zva+5l/3BbCYVizfW28hW5dR/x09M7Rq+kaZnEidXGo4TX+Ng8YsZQbX70JQP0mt9R8qU53SIRGspUim1mWvx4e0zPofEzVEBGY66HuZmiHZZVTbnL55dhevPFM+f3B6zYyYclHFOklOeC3DuGts2X82NByl8dvltYNQlquDjUO/sbBfURX6JuCmoj0qCwRjaW1lI3itJ/0YMSyYGDt547mTje7klRoViK7g2DZY2llIfuFmaX4bn91QG8Gz3jj8IAa7rRBv2Z8KO5qbQk3v8vdLYSgD05kJFKq7nHAGLf7anDfG1U5jvB4Rs5EvTXbMvvCB8cWHHyyaAa4apZ+NolDNGWJtRA7ThEpIjFw46mT9wl/JgJEBHMTFwDESVG4OwuiTIEcTsoCuKgqyM2Nolgw4gMON1NacaEQucPcSzQYbmcPDJersj3NdbciiHCU5xZmXpal11ePlgsN7nhkqgZ7504hLNmbDUfKoXt0dOlzxZlYJJvMDOFOdXcmJS9CVIm5J+r5aGVUVXhSVWQGKQA4lDldQ3Ym87BvmUWSHhe5u9VoiXYwdaml0OYxnXvd5Th9SxTzxxkJGS+Gxf2ari5OjINEvoivZ4nH4NXZmT0M38HUWb8G3i/6/PQeEf3Js8s3b96onxhKqdXMqpub3d9uP/jgA6+X85SxzULMwgCEWHiaeDLC+eXFv/o+f/e7d7+6un7x4sXnn38OYNFQYSzuWltbAjMjdzUTq+6+v1IAL/BqmqYTx+vXb/jO2f7V1elmnqbJdMfMd88k8r8AyFRVFXJiajJtiKAB37FytEw01o71xRGrEAM1Er8ojlImcv/w8eOX1/tXr17h9M7k0wfv4dnT3cnJvCy0VAfCa6To2xHp0uAIi6upxoSPDEWv2qG2UFFTJQMTH8pKExEPBU2cVdhWpqmQl5JZxBT5FXkX6jB1N3ik7y0QM9+bA1BIDIWqCsATkWvdX1feEPFU2A1i7qGP7s6AO1qrTiHye/fuvfXOO89fXoMos2Az1MxETNPsIsQlPu1KxeqmbpUY7i8v93Jy9xf+zX/zT54941evl2Vxpf1+T7vFzGp2niB3v4TD/ZVBgR0TQKGMuDiDOST2tTCAvUzM7CcTIkjQgjgOzoKtCEO052vExOLc9g9qcd/8Zlx2/DZwg4KICW6IaEzh4u5eY/xBaFlAA8cjIDgbhT7guqFSqKxkFbmsuErICE4SU4eoebzjdouVSSWi3W731qKP7j1462SzLIsk09rbXrVxGGxNz7bp7zfY198LVKdH/N8RJrsFFcU/G36iCD7ehgWjQO0gJd8PzrVutwcwGs0gH3yT2yzs9q1fHhEhY1RGB3KJHUmStwBb1PMGkzoiGMPwQ2FTFT8ATCtIoiZ38DP5zfb9fn/DvsZN+sQIq0vo6zhw8whbRIyiZIsa+3d0oshI5pAiDUhxg1Zso31YfBqy/CxHBxyHhajpL/6ZeX79cYzZ5KuiU7xB4CJe1d1LWcVQMNjt0ZWNA1a3VtHfZ9eYV6yHHx2QbSIhE62pjJO4Q10BM5SBSE53q7bShL6bDkfG2uIh20C07Gcg92UeuhmFBRiJ/1E1PTruIBGCIYHc+moBbm+xX3J3tZtNX3MamSEK23xcufkE3bFmNbk7zGDGJeAduIlSeYLrdKi85dr2Ie1/R5C3ra/Y0SKYXtZ1FMkGXFnEjNxqYVjpLUOIQCalJTG0Jxf0YwZZ8oLF3cNjsLoAiJZ0EfKz1BlisuT8GDlt4whR7O1Ong10PbPsifL+CL2uJJdo49WGOa3Msom21qB80gQ4NLWU8waSl0311FagZFnuk7T8ePxAq1iXa6JVGuqnzJmBoZxKl9obqcUmHIUd/RERUTyM0dO94lOe+fzk7rIsz6/4zRVf7XZmYFOYeV0IePjWXWKVWU7vnBSolFKIhYWKBCfEDPNqXp9f7v7hbz7b2rIsC0/l+vraDERCIOGpkIPFTk+WZXFdFJqumVYAu0vz2SeZ4frl9fPNZvPCfbPZ3Luzdfe5PJymibxO08RWYep8LRHvYgYzoOpOoAx5U1lHZtj5iMSdgHQH2yaL4KjCpt/ZbF7vdq8v3lwv+yeP7m1P713vLy36hxApWEqr5DdKaxRROid3jvZoALzl9BgB2TdFAHhT+PP+EjLKfKbIjyhGM8lMYIOQAHDS7si6qocSo3mInmhO5eCHPBX2zY1MVcHl+voapw9AJDwx2SStKI9iNrlA3N1ImPHm+vr9r334/Kf/EicnMQfJmYhVSOYZZSPz7CWkVqMOeWWP9uYicnltpzt//4MP7370jdf/9E9KKdN+gZoGQHU3s70Ucz8HmdlVYRS5nid335WJmTVgNDGAKhMRmRQuxafU23Nk+7s0HWHFgKgNAVqXGynr+2bg1h0orxggiqAwuADpV6GkR+Yha2xGmTuRq68bvp7a1q3wiJMAbjGmdqXRBY/AwoaoRuL+E08sJiCaZ2FJg3Oi/rWHj2y5ksalWPZOXbkHwQGHd5CM5d2b7ZsrNdjXEnc8d4rxV91Q4MarA4IIyOoAOlcc1gKjkqgmOr0IujzE+hhAg+LjLVHSARf1f/brNBgLkx9cPHAMJW9cvLTBSUfLFACzsbdo/k3q7tZD3XwTcd+JLFNcdxxnTt48jdAIem6e7ghjjf/kbPe34mBvCXkBnWlQfhijohlQHhzgdWQ4yScQtcjZAb3XZ1R+lOIJOVDhFfcudjTwfxFDQKMt3HwsrYiFeTSaRFSmsiwLcaoQ08pMM1LmeZ1+7q66rClbDYnGyFtGcw8aMHojmJjZvGJtjjeGQWKWxnhp3zvaEIAybwr9QRBl76iQ02+iLWRm8ONpEy5ZK1LMEQahQUYfJ5qqLqalFHUrJexXpoFRCQvlZhYFPJR2xjxLRsjcOHIFgxmNTShtSaIU1cpNVzKK/NbUVqIQUfVhlo5JC123y7PyQQJ8F+ex0xSh9T9uR4hLNIKzjzEMEPHisTrjHGDCaFnjIBwoG2lOiFJ9Kstym4HzVRcnCDx3d0XSbLYS6XYzA09EzKo1qYvkPKJ+dhARjXRabTfm7kHYAmAmEHPCsVaCSRFED9/URQ4U3qLnXYoupifHLV+1HE4jAiAQJl79hbZ0X80PSylvyoOfPvvpJz/9ioiu96ngDwdX++Y3v0msTpikFBHAIeyRZ02QqcybzX6/r7tlWZaqVc3Ol33M/8WxgEyNmMs0bY32IK1a5mmpi6oarNZaYkWZ1931G1GpsmGu6lLI4My82Wy+ev765OTk7oaFMrM42EEmJiP2DHmnKkfsNGYTR8+PZExVlSfpqD4S7ZXc3RYQgJmllELidO/O89fnu93Vb/3u5Xa7JfJ5LtmmTzaqKhLSJDG3KeJo7l7dnKnLqsUE6cnIbUVFrXR6GvEsLDAjQcAAiThRt6dwj6JvLJYvVVXL21TVvcHMEH3YQKUUg7ObG5GaFiLw64vLe/fulYJaq5izUKgzZlCTVq0mhj159BAnJ6BQGCC4ySQ0babNhrezMbeapOSoKGSozYmcXF/t6ukdf+76zV/61U//yf9ry9MWxYlNpkV9B1PHa7jBL4Qhcs1CRLvNzMx13gKoHGHciZkzQXWawOwSSo25w63sHTRMAIhQ8n1nCu8tWQEJ/o+S4QuMyAwGtKV7UvyWARjI4VQK0DqMco3naGawVK90YkNk3hhzisaWYQM+WIyx/YR4TCRypIDGqiKrhDt3zlQYwr7s2fSEcW8zYbmILJFIAw2TOiYGpKU5iPAe7WqDyc43Y6vKDKHx066WMOTXJX8wRC7i5943v77pTizW6tk7gCMiYK1bPzJT6zb5s6KeI6a8wQj2m6KRamovbvU4ctggtWGX/E7c04hZc3AbTsqa0/XUA/YaBGI6B5NfiMAXIpWooYQjLu3wgEcg7+Be2qZ5/GVnd3QF7rA8RBApY7JaP84tp8g6Ygxje3u6Z4xb1xjqh2KHSOkV/RgeKwCKjuGOo0S4OBozHz16bh0shVlEFrPQwmCWWqtnUdGxWxJVuiGhFUoDkX8WovetEqh7PgCZmsVW3jMiVLVP7rjEAHCdRYk7NtNAFq4KPniUAGhg95NdQ3Bua3+5g8fRJuQ6dAwiWtSJI5ztIGiLX8f4Rw5KsG7huntVuFewu5dCcGEXDxqgPywjAmngqOiumy5Q8FxooJfafGt1uO7Uyl77eicUAKWgtX6VttJXy1MWrSJR3hGw1KIcJNuiA4YAPUhRtpZqiMDaXS41By96sQ9da7pv0YeR1lf3AVSNCEQHeQBt7rCvCywdGeaI5yaB5E6qLhJTRKjhJUouwXpoD6GwFSlDYBCqa6Ee7O+2IOd6zmYWJ07il9Z1YjlubAQp5IiWb6K6mNkkpS2ZHj3EMJM2gF+dPGDmr3T60eu9SagMKhGZk4KePHmy3W6laCllIyiFt9HnSYRFUCZIMScH7+p+t99VX8yMwaZGQCWqTNVMmZyYC01UVMXMqhRwVbCCNWj5yBIA2NVlIjOpoN1ycbXbbDavBE+ePNldLo8ezUzLPM8xUGJGRIu7qmMKbTU2c6KVbglLvbT6aKKUnuYsoVvnRXx/w3J295SIXr16hYkX3dM8EzD7HJOemUlmMqt1F1tZS2lg1MwkQ3In3RRSNxnxSKqbqmV82dmMSNKTY6KISVMW0mu0XliWKNWIZcdmMHd1WVSNyECTTGYWYfeWh22AOdQc+7pYaEN4zbqoCI3CWwJcqmdt583JZnvn7tmbZ89oe1pKiZZu2G7KNLkwiQQaYEdhKeE4OrtRuJDK/NPnz++9PT14/xvfn+7vnWfeLLpcKVWXK7gRXxCMsHcSketpJqLreWbmvWyY2WhmZp+ESmEpzKwCBWiaTTXrMAI2x2pRbjcQs56aZ0eIwAm1LDNIhqHdQykHhHVRRSAvim80xh+IwTILWS4jQCKWy1YNxBpUtyOJDkqmuWNIUHjOVOMqWJzYhRQIEcYWJWQigvBiWpiZwddazO/PmztSqK4bSU/JxY2c1GHWHYAJAH2baUBt/f64K/dTNPjFbS6hf+qDYlx86oO3ebRz38Rwsec38mLFSbeinJv4zzPLAFER3xQBZdhgbhmN8Xr6aHCqjt2Ewn70/fEV8NEaPF07pd446bh/U5RhHnJYPfYaQ/qzqEQ0iq4D/ejnPsKmdp35RPojvuEb3PJEqIXdiYiiKVYk6B3e+ghVj0a7RCf65sC3Y2YEPa/fEOkRsY8zAU4E4qAkh9GLQ2XpPJSZVJcAKe4WapTjHO7Xtq4LYkfGBsUFGhOO2tfWsaLGEbh7lJbFTO4glYl0wAbjWYio1ioRrw8ck7dQWu4g9yeuWqcpFOxCWn9FL1mF7OxNbikYn3i/L09vZGRDihYeYH8ikQVXo4qABYTFojNkrJAY7RCa8CO/iEzdnYQ7qdfYvuVonphhlUh0gbuaMrMCZhqB0+5EmVlwRMXAoZhIoSpH7OLEjOjHUBgRvWi1ZxIue8rYytEyzHTG5OUi5BGWHcKymBGRwFqydf9xmssupNQffz8yM9daWcYFM57XexfC+HK0B9RcxvlVs7WjIgBiZ+bo3RzudVQnBUhtXTE8EW4q3zQJj6bgSo2lz/Q40rAwwS/GkdGKeUPKLOrddrwpU9ltHnz22Wef1mevLvZGs4aknCo7Npv53p0zIcyTMNOJ8IZomgQACcDOhWTi3X5Z6qKO3VIBtyDEAUAWKg432D468MALz3cnub6+3rtSlYlmdavKjVqCZkNBJaLCEJGiVa9NNpunT58x6hcvXr3/6OE0TQ8f3AG8lMRr7l531/M8ky8EOFKFqOduBnQWZONF9DhFim1zz7mJLfJkMy3b+XxRAEu1Uspmc7Lb7Zjcam1ioqnL32n/iadegkMZIlyIKJQandOiebsAayE5Grp+dpsf3I8bmblDzazGKnQycwVV8736YlAhkuLsxCHanJM79JD2+/12u0VmE/LJycn11S7ulJnUw2d1kMFCqsDM7Od/4du/9U+eboowk8hWRGgq01RImIgmyq44hWhjSuZFlJyKFyYGbFl2Vu4uVPZP3nv69OmiZV+t+kZRlPZGtjhA2AtP03SxmaZp2k1nzGzTKZgBcSKfJ58m3xQjcpiUgjJxJMaoxlTOvIwo4TAHZZnFukQ9+hnSAauUCR3UYgTcUK/nwHk0s+VgBJ0BdVBB8xrdBO5eIgwIZ44+jaGYEyGfCGVGKMGJqBQSECEUJYMiDlc2iHO07agnbxRVVX3nrXsb2zOc3BhdTiL3mKCVjwQFB0t1C4JBo8G6W4IWxxi/8GcgsKP3sytry1rmyInMgUNXfXP3KG7LfcsbNzyATgCjtlm+nyn2fuvZb97gAaAZ6oJ/9hAdl4ncvNPO//WPesYotyeOG+OMnC4KZCcJ5jD4Jb7cY7gjcO+gaoRWaChcBqAzIvtsdDboj/bjhBhbfxa3DsV6p5SaYu4WuYqJktjds7WGgc3NbT1VLIN0tPKITkTc8ogI5ORBg6lZT7NWVQuN0rDFRUZ/ZngZM5jLfr8PrrSzdNFvOoW1yc2Sn1bV2BnDuEdzToK45UwlU6LIDEr9vGBC428fXBG0qdgFcdsQBQJbSy5MGWBu9BS1jq8DHuAWwCSRmTIW7KbWSDV2d29s3Hp2i+ebPc0DT3dvIdevT0GXreIE5LaGwgHAlNwCMqahqViwrjX0mckMXzO8CQCbuBmcmNiNvTnFRlBTtuhXX0GpXhIZ7TFvo0o3CibA8GmaHLrb7SLV/0DAMIPv0nFupNnECIFst9/NmzvubtnoN2omApVnx6+Ypu0Arco4zEjrQ9OhdG89FLjB3YE1PSI248hCK6WYmYHNvUwwWIrFxKHYzSszxy0cuVkTE7kly9CGmCh7ZRCBQJZqSYNBjKCkOXOqfKJ5J30q3Lae3d0FQkSXdx4vZnr68A093++qVjdUd6uqqjoZ3vvwa2fiJxNv2AGfChdZzaKInEwbVYWaLfX6eiGiPWhJN42YaIkwq1pTJxVnLvOG1c5OquuOlpmKXTtqrdGSJcYkiK9MjzdX1T0EzvPEItOr86t796bLN5ebzaZOxsxMwX0aoZbotCjMbW8ImprdhYXd0ISdmBnqKDMaYqsgISoOd5pYHty9t7+4rLXu1ff7ffD7zUsMh56DTmZmdlM4ZE3BiXkyT9tlWZw0YF+eF5n8EAusq2cxc2EXoUmYyBv1DXePeKsazNyIHLRTVMVVrZ7uQeqZlUPf3d3dSBW8YVXdTKUGIlEF2AxZ2+dNrztGXfXh/bund89mLkRUZN5ut1TIzCavDx88LCwAplnu3buHq1dmpktVVWJz14lYRN68eb3ZbPTs7MUXX2xAKsU1VEZmI4tWyst2pnnms40RybQlIqa5lOKlENF+IpsmbGYQEZhLqS3dG+6wClWEzF64oA4QYakgQpe9dEeAKg/PMxZDYwEzuuFAbN9R5BF8ocAdzLneWoUvIpmMBdbKN42c2X0BwFQyaOMObkqZRA6YiJfoJVq8KQuGECkN263wRJCJGY7ZapnKk9PNpu7i0zGWN/4Xuet369+XP/evUYvz9rUW59U8oI3fH488/rNbyMMteWX7Dn9lR+/E9tPe5BjIyHTkpmN14+DR09zFow59NW6EgUoc+r0mhE2G5ljBbnyFfsfN9/uh+rluza7rXx6diWalI9S1hgV/1sAe3Okhzh7xHNA6p3dmqEUMWnnkkNZE4ojssaOHmHIh/R4xPLjUdxxmyHiP2aqgQSI6/Dh81qML/jPuN5CFVk88Rmm6cTjI/e+WmKjh0rpnZykHqtaxJCgKJswUjWfKlhFRL9wuqeeZMYwPukQfPI5xBIiyMcTRrOjD2DBef3ze6rfyXiJqHC3UAqFWXXGhJjfm7o0AX2cggYKTGZMHqNa4TfKE6fDeKzkGUBzRp64RwITS0w2nmVW1qgHOQmYGDYTKbi1JOGhsZKcxj1a/ROTUsXUbIW/sExROLbroRm5UPBXrsvYELJE36+LRn9jcKX5GLUbamsGl9EtmwBAzq9d4eyA8EWF8bynthxxwWkYi9kEeMFDd2M02qWXLjCWLEqrYVNwJwsRu6o6oQsJUzM1bEImz+wXYDRo8n8fuw61XmDsS6eVp0/gCYIYIHRQr8Vph1O60uzvZF6SHp0eq0syczwh0Xk7N7EdPzz95drFzcZNozxXlCx++8/Y80YZ8Zp+4isgkzqi1UiniKCQbOC372ghkM7dqqmkGiLhUcQA8Ey+Lt6ZA8zwTkcy8FTl/dVmXZYt5QeZMjLuRZW8PUTXQnoTA2YbkzZs32E9XZeGLq8ePH3NxERE4kwZ/G4Ik4K2bE0ev3tBBDUHI2AGMQJLuUWjCwcwXcOF0hR6cbpdluX595WZ7qIgYt55jTVs7l2Sz8jQkTXPrlhjTLksNBia4q9Jb6irRzBCmEusk0R6ZwaxRfR4sLhbD0hr/EEXKxbDIm1Fgh5GN6admRl5crfXDgjCbRaUzHEQmgOt+ee/tdy5eXzPzyXRyfX39/uOH77//PqjudrtlWcxsnoV9V5jUwWwCn6Uw88bU3crV1XJx4deXk9V9oQr4JBYcq7AWEpFlU2ieMG9Y5Oz0DhEpTQC0iJnxpshUqgiIXCaaZ5lnM8t+KvtrTFM8PGw82b7Ixgu0J4Kmqx53nggvIF1zkPJNio/aCLY9e33fHEUy7a+vUU7bhmCI3U3AzEJca4UImLOQiEmJvIi2YE0W6Qfvkvy7EEuZZ2IW5mVZeNm98/itM+ZZtRXj38hOG1LHDi1bfEqjZUMHl55ibEQUaW1+QxT6z3j1md8jGOMu6B00t9Hs7qgnXUE98W5EYaN25gF6S4kKUJZaNGGLw0ta1+MA1KJJ6Qhkb+bAja/jtKr+PhsAPviFHH3n6J/dYucjGCi3NvcGeCfsjQ/r9z4eijINKesP16fZB9rZ3aUMtghtKwa62Aq3hI/2LNZxjj0rGAge/IojANev8OZdt0xlUGNVcahHu15DI2viXeTSbFp3MTrRMLeuj1VAlLWSWTLV7wIH0/IY3PePLHbcOmbRtfwFpJRE24MOwFxYyNBuy+OnY5FEQGNu8sBRRGyWrWgU2eVKGxgxYndEOlNmPQ6oozdNGK+/L/bs/cOU3USHVK8gwgCE/HKUc7XwqxKBoESaIm5aoBYhjYgo0kBeZtPIcKuGhdmLU4wQ+coFbMGnAILJ3QElkEtU5bCjSWGFpElsfGrqhBLcsRoNs4SZ1cnMODmJhGI5vURaOucals3HljDV53leFm0bsDsFCRux83VKBe+Y8Wyi4OAExDACQQEdjD7grfUCcyvMUAtaIIZFQD70QDSLFjdqrnCISF7CSuF2Ja9M9nc1DHJfRBKK8GbG6ZitWRq9QbI3N7oTSKp6aSellJf8YNHlk2cXOzl79tUrEYnunOL1ycMHJ/M0Md05mUVIxEvpDMWWWebNHQItC/Z7X0x3u6W6OTyEV7yRvCTsasw8TZO7M2OapqIagYLT09P9tQK4vNq5E9UlboNs3XfMbCH0cjly2s7T2clkZqZ1WdQrvX756uT+VlVnIhGJ0lgDmZlqZD5OCEWAQ4sTMypDA+bmvphtpg1gasvkRYjPCpvwfvHLy8tLc1XNwoiwWSKqKo3MAVzhBgI5hElbfjHIWufcvr11RR537xXZzMyuJXvvEpBU/KKagllBUhnXqgoyyuMICafWafqCDJcEoR4JSlf73b3ywMCaMu8pdRR1ZNXNCGyAw2CAGWF7dqp7I6Kiu7/0Kz+/2brq7vX15TzPG6K96tWLl0Q0hdRiXZ4+fXpvs2Xmx+LTNMn++Y9+8IP6+ffv7y+nE2LzKyFvyQa1wJgxTSbiKA4JYpTLJCI2MQA+mSz1BDDNpUxSp8LAdrt19zLde/H8eUI3VdSKMDIBy+oC5tBMb1Is0QrPESrNwSN3gJgh3WD10mKjJV8CyMRBbuq9vV6MIjEAaCqnRoTCIHcqRuRM3FSyAnYYC4gjCBjDEQUlDoJwdDEhU6+6rfbunXunti/eq4P7+WKb5IOiisMtHI3tQO6mxxii/yTMjidvTUcHHF994xk313GL9QEoHP48QBt3wqO9C+Cg30Y7EyeRc1iAjHSxIiQ/lPT+jBh0XkPruoEhA/LPwAdHR7gVGsYjORrVmz/k1tiKI/gbb8Z2S2uqsYhQq30ZMSu3Yt4QZ3H3zka5OyBmmcXFWXNdmNldMQSa1ku+ASJtyE4bjaRzMjycXbyBTvgkHZt0a99z3VcR3IDpQIBaABRBMhoeU3yzgz/rVT6eMsNEZLrOK3fvQo9oQfYWol5/q9VveEErZu2Owa3PK36mMc4WvwIRtWftAEzhvRQaDkAN1pS5m3562IcW8qTstpVlCFEYEZm+Rcyyf0BcRoxDhImCB1kyNmig3r6M4Z0EzFBv1Iyh351Hhl/kx9Nw2waYiCxLXcwtuhcgc7ijRWchapLJiWPstizGgYs1ZqQnG/AxdUXITJ0A4cIgtIaJbmQaoFfCILTnDgJgId8H92zZYZHzR+buklEX0sgDTTsct0pRp4lBObkZxBIUMdZFG0RUYvzuCHIIfLlTh48AhRJb6/Qc36/ViNijalIKIX5BUc/NkV/pLiKLxcRywDVXO0dosrvAPhYuRdFwbDaUyro9bzpqThtuQL9Ha4lszOxuRrgsZ9M0vdrc/dNP//SLl/ETjkkF4IT50Z07d+9uNhspxZkt9MCmqbj7XE5EZCqbWqvZ3l1rraqadiHTidrOBoLIkBnppZSwFLDJzB6+df/FixcTy6tXr0qZmc2WvZlRCIWHUrF7jDO72eJedeKJRBatbm40XV3t9nU5OTnhQmW7LZMTUdVqZiG04VZ+dvyk7VuuYW6WBVI2sbwjLZqJH985rdt5//KVmb2pmgQJCCQiUb7jCjPyauogkaKg4IgtkjRz+XUZCHchAMXJ4cj2flHWs5oedai5mRmopkCVuPuVqplXJaCINOcnrFJjgKSUboUFzm67RffV5hkyFVqWCGh3+9KWujGFhKXM83x2dra72AH4+gfvnJxM7tdu9bMf/Oj6+tqXenFxcULl8vISizIzvJZSdmTTNNmrz7/73e/+69+Uf/39b3/x9Ys/+IM/+PiTL84vzxc5OTs7ex1dNUN2mMSczCvMQs/I24QRkVkKBMXF3auAyDj6TRdh5nmSb37rO5//9Iv9fu/uFuHdeNWKJdg4QilYWmappyxX2ghlSANM1ngX9+T8BOuvYl3poApLjkgcCNRFBAtY6SBSKU7snC3SjTJjL3sBE6PV3WeVbmjyMVMRZ3EW7PdiKLvrJ6cn06UybpnFNEQs+m7U50/fd4c9vuXMd9x2g51qW+rtCf4+bLft+AeczcpJpApBGK2D+MkRHBz/6L+Njev2TymQONENoHYEYeOqaq0BsAjQ1vm3D5wNSNN6WRslUh4FtONo3qDGempaRZf6ZVCLC+UjQIsDOpFXETa3EM/3IXuyP69xZ73FeqVEH4BUcog0HuCYF0TzbI8GB6vDCR/HtjkHDpTo7dREwdbr8SGKx/03yF4UHD9fRzhS2j15vuMnFU3hY5aEzLW21l/AmqIQW0HEN0CE1K4Xd48kloqaaE/VnDgSx6OeLyZe3m9yLtPQa+oI/q3AqNWe9MWV/4WCDmZOWvVcWa1AsPXmyfQwb/I8I7ahZNXcQm0xWqKNFOPa0YR9zeA3JQDGBw1dmRlavXXsFUlIYE3Zt18tM0MYXWV8WGUxVxt9o/35dlDej5MtrHNGxWBOwyoWuKiae1YalcmjN2VbXuZq7J7bPBCSJf2gnN+KLGcia7WuIUkmTIjZ05D+eIeRsRQKMblCjNm7ZxmXKzmah+W66jZNU9V9oBlmdpLuzFS4motQbbOzTQ4FWv61s6p5xHfYamu0cvRfs2i3wbGMswSFJZllIqiZWSkCuMhguLmREu4h9NpzS3uA24m58PXZvUXk+z99/vSqLl6WqsxQVVY3s3fefXu72W6j9zJlTXibS8Q8bzZbNxIqatdw3+/3Zlay3iGVMbx1DnUOhUJ391ImjqbvQOXi5FL3J6enVhbzs+XVOfNkguvr6yhxF5eEvcxKWFQXyNV+eYtOYmyXZamMReud07OFq7rsfC+yoUCL7vCFiMgnOFTJzGSeDgxz34HW3cs9wF8ScUxME6Fw+fDhg6+++urSnIgqZQEjEXmk6xp700a3aL6W7t5oKaKwxjsnocFSOBEXdzcjY1o08cje3Zxg5M4KMU9DuFMAbE4hgtgvvC/LnsRpcHNzE/e1vsTd5wKYqbOZCbGFTH/r2MhkoPRf55MtM9+7e8KkdV9//IOP6/OX+8tL0v0GIMMZADZmuELct7Zfri9+4TH/jb/6nW+9e7Esy/Yv/LV/72/+W1999fw3f/M3/+X3fvT973//cjqd5zlS+msOBLnB6qJwQPe2IzlRo0ocYXQiDuk5UxAQLWTMpv1yHg6Ju+92u8q9ldCCaYIqtsjYbtAiteYW1SRpAEQaSYK2TGm3zP+LxRvlwJKOVEKvkHjKxxzBirCyQKTrcWuk4czMMcmaoAw5MigZSUvOIcgMFw5pJzIV+Dundx6Wedxs4nWI5FZwZkOvRdx4tV12UP3MQ/IINfxAL7aLrzaR0hbnDjwX3xwTYNpf1oDAClCYBhToGIVtU5aWD+Cdu483kvrLw/ezsnNsjDnkpY0AtAHrm1xXtMwCi2hMr+PmaUAYWII1CGhtyyKi8Jx6LwoA0cWBqReG5+kIUSBGBAiztGavAaHscAD7HzIArxsXn39z4rz0T4gIYMrxXYNLfYj69QAra8BEPhB+2ekBBCcpiV9LKX3SEFGRWTXdUm48UCpvuHNyNSv4G7F+nj/lkcNStSvvbCJWYLpOJ0BkAnLnSprDGUB1YypR/9hGzLvtDcOoLSa7wvGDMTeiTKnvSDb+dkcWl8Ts4pYQMqQB9N3/AD+sAUAPKNwfh1kIl4mTq9sc1YRxRgU52Yg/O6/pYHaLHJXMAYDBzaxwMUvt+BaSNubcHloeHDLQDGi27okQYsz/KIV29BYzeXY205YuXdp3oGrMnNCRYCFSFpxFV+MjYuYioYoglMsleEAHcWlTtzH+wVW5ICXREwVHpa5ZrNKIJ4bfq0cmINBL1BD46Gv2VKaIv60zbMj8a1K9/YnGGHOZgmjtKkc2+DH5yFPZiNEoxujhsSYadpvWMvOiOL7P7lbjJoFNYocgoi7C2r7IHa32h5RNtRmAVTpj5svpbJ7nLz6/eL33a10MRqYOL17fevTWNE3zPBe2whKAsrdR6Z7isiyquqgtjXcihrsLnJl27uvYDgspysT2qmZWQQ4sTLqZ3e3Oo4evL66maTI3k2o1Jmv1Vv68NwZoZ1ZUbanzPC+1+n5/Sc7Ms5y4Vb3ePXjw4PXrNyJycueMSGLScanuDnNXNWwIJJFI7UwQg4GylCcyh7M9CdzdEPmgRMR8f+aT6e3LL75y9zfILhUUQSLPSiCk+gcRSZvADUy0kDpo5caV2OEcJR3ECtobk5NZ7WYipAfNzcHqVqsucSjAGSnC4mN1KqKfmLq5k6p5QQEzoI3nVqhRtGQ1i34hMGIvDrMMBZnZnTt3ri8uH96/P2/Ksuw+/+GPv/8Hf/jutN2qerbzTdtnTsVBWsvFs298+OG/9198+53Hu93lMyLau5RSPnjn8X/7v/5f+3f/5v63f/u3/3f/p/9YTBY/A3BhhcOnB2jPHALT4Zww7xea53mRdLHMTG3hCTtTZt7v9/M8ByYgYCobKbmXbO/fv95d7i4v04hMBndUxdRYuj2vTB5FspGCCDQBgNVwHfvCQkhdkoFaYa86mILPyLMEiAwBK1rjrhDRnB+IBYXouMXRcNkARJ4Kz5syb2KDL+pm/ue+9qHsrjui77vIuGF0e4pm+yS3cEqqqtE5kX3aRWX7zOwHjI89wUxav7Sfvf+se0szW6GV5UZ+QBWEiSairjeZ5xp2biKIsDX7ST+b2zvCuyPrEKUGOhw2ByfAaLL4KyvWw4DjZm/Zadrt4IzpSKOD2kPCzSyJnPw0TUGQiESHDXDblROcQVZrbfIc7SMc/hEmDLGJrgKr6ynQ4V3eaTf+HVrFJx1C5fvtPojyz6zXttSKiuNzB7XOwhKA2wnMXGKsvEYMEGSqfvSk0nON7HNqWLADpj55LBRXSy96G59+fwreQAw3qYpa9+PY9qGuDnfnIVcLQ9ZgfN8IVAQaplg6vIvroTIdz7e4EmE365A3s6qYjx6xN/aOjYmokKFBp5hj8d9ckAOab92ZaQS4ZjbPc8A7IoLFczHA0u0huBtFppgEro2mrAHyIpgeVJ+HIaqqZpHRPsGp5Vmau2vdt2lzMHXV9ixMvmr1ZTiblKSkqusUImt0+Pgwb2RZltJHJ24eWbKOtRfvOk4S2zbcwWuPWuYSCzXyF8IQNFvEwSCkmmJzaWqtyN5mBqJWypdIbr/fS/IE8RSruxOxhXYMKAvRm7gOUcj4rf6oN8ot6Nvo8UopoeQAuVMoQwLZYy4BAdhMgdU7b7OTzWwuzMzBbaRsgTkRWavMHVrrtjwEoFDpMo9v6FRY9tPp05evnj17zcyLqaoWuMML08nZ6VSkFJ6DOQqFEGJmFsjJ5mQCo9b9cu3ukaaqHLJ2qcnuDq66CrNa2D8mopmFQTsngA1x25NzkRPZLcujxw93ux3cXW3nu1prOBDVgqf0aspMry8v6nK23ZTTk81+d2XLHszn9Xye53ne1peX7stbb721DYSfjMzqZKgtImJU0KII0jTGwq8CMk8uxhYMVZvLRAR2nG7ko8cPv/rqq8s1HB9TgIwIwjBlZhKJyRJ3HhKgzOxM3to8BA8qqQXI1Mjzq6US0RI7L5yINLwuUFWtbpH4GSVBYIq9F5n/nu2jyAH1WqvG1mDIghR3kBF7SBdVr6C+SVi4tpFMG5NwmiZye+fJ4zNeLury9NOf3J03UqvX6lzbpp8GNO7lwzP9d//zf/GtBz+9OP9sLlZKERIh2LK/ur6aJ/m5r73/V3/xG+7+4tLPz8+///zS3fnOfQA7rewGTO6+JzUiY+yu97rZTtstSADFrGZqDDBDeF8XlxLJLmENEBp5RNvtdp5nJ7u8vLTI8OMJRKgOdxSHatqWylAds3IRe7D30FLCuGQKe/aeZwA35zsxmFt2YD9OAkTiQkQaaTWtUpKIFMzMBBEWlNnARqi13jdW9W0hX65b+l7ktGUcCjd2TW56nyMrNiKzsJbJqwYcPIQv7k7G1BoKjBBhPE7LzYqOHwCoc3UBDmJSdA5v3DYOzjVAnHF7uPmF4EbC/nOW4K9sSjP3Mabrz5EME4Mwxu3GDOlbABkMRGwMEDgTHgSUEjNpK6J0ZAioHQBKHB25jdsA2VuvnwEkHbNNkaiNJOEswOL46Pv3U1kJ3B99Er0tatEau+fpyqAn1b4fMjFBvKzK3kcdY2OmeeZiDvfuCRnjFSlGnbQwy9ynm9OgX20/hWolorYniqqqR5rHMXXdXBoAUHjVGhccQl/B0tHQfTiun1OXM8H9eHfD34pWY+M3LjvSoC2qWJkUnl2hkfDEHflOqIUoAEjgQjJVC8JfK5Ezw1slQTsRk6px7EEBlF3cgIwsoWOMwNDQLI/IGlnOhr/NYVtBbTyjSHJo3GfNXNjYmFoQmaElqkYI1a2b+j5pQwrRzCh18wbt2wCgTEbQ4ZEVzyBXEzVuidGJbSnkTioRGbm5gUofeCOwSMTeEmU7EK2SmxJmc31jyXkQJz1ETsShZ0a9XTTBmbIaywmAyNS2QzQ1/PXxh4FtII9EGFrDyPVc4ubZELW8T4xSAmnEY1VCqKjXRjS62cLMQkwEAVnVFjrJCZ0rHZF6P65etmWt3DQqAPbTQyJ6Q9ufvP6SqWgNoscNxCJ37twxRAoRQSiEhIiIuTCzuGxkQ4ZlWSb2WutSa0wOIqq+Z2YQmTkVMVVezbczuQgL3OqSE1CRDknkcE4yneyn7XS9vDw52Vh7uZO3ttCLafFCiGQc225n1YVtgumeln1dtpAKgnjZ7Zf9xZ07d8rJBKBSQGonwGsByHk1xJ4CletiXlTZvTATgUOlyWpMJDO6N5XTJ4/54vrly5dvBABpAPSWEa6mbCLC7LlhEDGsqYUTFEYle62G1Y+uKmzsjmq1lFLbcuUoGTJTtaWqE8xB3No2r5RJPPWQOCetyo5qbiARZlfARDBNTEG11qT3mJnIRcj/f4z9WZMtW3IeiH2f+4rYOZ3hDnVrAMAqid0oguAkmZpGtVm39CbTv9WLHvQitbpFSmZiN1sACZJAgVWFQtWtO505M/eOWMtdD+5rReyd54K97dq1PDsjI1aswcfPP68eCWTswiSn02lZFlU9qMnN9eObN/M00Zq4mZv3diExiCt3kv/n//af/uwHcz3ew4xFCTOvzZzO0iPTU7N5nudb+/zq+Y8/nd69e/fr+w/rur6WZzC850yAVkhiypzBcnxctcxXV6wzVa2AqiYUkcYmIi0a/R2C82lMthK8u3kG8XVdi+j7d+/SPlNNT681KGEKC24/A5C9OuyipQQ6WVDM9g4cHfMmnd5ZJNq+7g2AaJiWUYSskgxC9VhnoYirQCXYE4vXm6tZ1nWaJluNZEdOhFUXyA/8HZ+Mb+xsjmQC6w3cx1v1CIqNL/aWR/5zd+f9bxMMnnx7Ge8cT/Q4BbwktL+4/7gPzo22i2ui+CakfcvUWEe/dYnLfZrYNuunoe3NBe8RnYsHqaqkc9gtS9+ucfdBjZtGiXezQAAm99r+hvsfBjFb/Ft6uCu6csv3zEzGKe3SoMQIXj75DN0cNsEwdiRoJXb3H9Ey39WOJKNkZs+2ELI1F4m+czJKVQg4TEZhyo5HemwGD+myC7DtzNywKcNFSAEV8Qszi4B4FnECqhSPHEUOXlUDrgO0aZoywdVROsgIX5/VVnv8eJs27rDymyEFATyqmT3zuBLaVihLV7W7mdwiPnH77CJtLiKJpfNhpwezsQmSo3jMVUTKJ6dqqXVpzViUdPN18Dc7YBGyMw/8fURw2Z2T6BUxAkCd+bIBQciQi9u7B2EshFsYnyt2+L+P7q7YKoUCj7pmaTAwYA89/7k7a6s1I8oadJpeQXFmUpkcOVFD56ZN81NqLGGvMHeE5KKAGIdtv1nZC907d5GoatuD7eixq8K7iNcRkeyC596tvQuBldGUlm0BzT2WEIh6hY5lVi2DZG5/OBM5EXa9ZalMImT6yJUlUs3jqJy7wjsHsd9wgDSNAWgQABV3ZvYwH0j+7duHP//Vb/3ZF81a8EO31Z69fDnfFBSkQTC5qgiEICp00qi0BZp5nZR01qXZQCL27ithhew3irtPopEOgFttbgZNYpqMq5FSpmt3v7p+AO1Q7pb3bseTJ7UTsj6aRhFY81bfvn+t4UoAq8LdTw8PfHy8e/5cT02v9PX98ZOJqspqiqCWa+Ts1aswMsXruk4S+Jizpubupr7Jo8y/917GJH/07O4W/vvTcjqdjjSaQ5Q9I1ANBoeSZPFs+54hWckxk1FDE4LMuFUpinn68TWgbYTBV9jizUkpvUc6M3k8RKe519biSPcwfi86a41YzCp9piMatRUK+0btOcedj2s8Pi4xS6UItaibelhGBocnZVee/8mPn37y6bOpvf7yl1d4d3Nzw1lsrbZWL8VVCwvdp0mVMpdJ/VTN6ffPPjl88cXdsiy/eOcPDw/tRHe3EpiHCuBU3Egp11ZXn2dX5SxSCkoREdcmItYmY+JdpMxxWEopVAak4XAo3urzFy9EysPDw3JcUQ0iUGI6oDXUFuQ3MMMKRCQauzgfE6AaaVIw7N2+1c2jSKjHAoXkVnAejn83+FLIES7RB5QQdVGJT6vS2mz1J59+gdN71GLWVNX9ss/9hbgbX6bfv7tmHxbaX3nWl2ify0tm0LhO8q37ZU9tGt/d8+JXeYfxFEk5Nq7Zi4uO0rsEICZFVzyIERL5SDvU7VlRsxlUSm0btu0rDaESvVN3MzOkqyjMqvCsU+XFDFwYWx55KoR8GzPT+c92r3xxH+kNIS9MsaTG9AiLgKNC85zMFWnEXAZ3x32QwZ5t5ntWfwsfRkCr074ASGqn1lq0ZR03T93abTlkxjkrAEYlhJmJnL3OMK3GVO/a9/V3Z/QsZCc3toimWu/6sE2OdTa3jCuf/cp6wa/0jEq3LC7NzYuPD9sDvrkTZGuBNxZVRVZDn8Eh+gp3LGw+1xy+a6YFNCsiAfcnbPx1WtUpT3rU1g1JOb5tmOZG6YEei+xBohgDhnaxDcJYDyNkTP64W/ISAAAsWOS7BTLukFC8LKhwR1AcR8+hBOkHZMuiud/OhRiWGIBS6SLsZeeKPB5I4yn60ja4e4Bish0WGwiYxBr0/dqnaWznLviYbSsDchRkxfvKl8Dp+vjEPcWDkHDtNxz3x4gEm/Fias52pNv4bfivjdGEWIcbFH0LOg16JGcnkj0YeSaDxjrFnYOJR/lxJy+8n5iEZT4AeCy3tda/+Jsv/fZlbVEQAG/w2j57+YnjNM2zlqJTUY1+tZ6VqCKHaQ4EpDie3b389ttv9wdVdgJOHBSNzhDhvkxKwNBoa41dEqdxjuip15AX8zwf5s9+97vfFeM8l1a9taYRxA52H8fd1fXV1ZX1oOvD6TjPcwDAglbo3enh/fL4eHt1d3c3PSzzPM/FVHVtJo66Hl1ED8XbCig8vatSJpqPNn0cwN6+fPM8Rz21IhtBP7+aveg97Dtv67rGjvQhXJgCsYMjmmdtQKrG8Cr6HGZLPTNzsroXjzhoExGh1uaroToN1MRnx5xQkQSe3hGy4ZG3iHyDEqnE0ZEFvi8zP9uuZhk+CWPOvFBsreIQ+mk99WPV3Bsc9KxYD8Satvub6fmf/fn/eHd39/d/cvub3/zmZz/78TzPAO7u7u6eH5Zl8XkOIsZ5nps1cWigyuqjtPUPb5+9WR8eHpaHh4c2HwDUw0SSM0XkOFNVW12dlGly0qdJ57lOClVqBYA6qUgrrYo0ESulEYfD4fTh8fnz58jCI7m7u/NbN7PHx8fldELQI0xJKg93TAWtIbrGmKI1IKzDkH8dlUts+VwVdObZhPEBnbQtUoG9qxaJzvIZ0yciUJGiWqjKtiwiuKr2ssy60Fszd7pbXdjZuVQSysweZflf8gmdEj8GH3rgAsX315ylOAH08ouN9P6jNx+qblxwYfwNo+rpTdzdsiMlhqV5YaReGpHf8/SPvfVZxcO4JmEA3PzkcQEzrQkRS+IUOatk+b4xpIbzy2vyldNezVq6TX52qoen5trZn/fXSVUanWTzbgTQSzcM8NZaa+1wOHQdf1H8m2V/H32Ri2FwIPn6b7dEc7LoWbNma7gZjAYKJDXd6SzjGHMiO6xh0MhtunhrC3m2ASRbkm4Lt6tliVzR2dZyd5rrFvdNI9XOKLI7HLfFrBI94jLU/ZjzdKSDay/gi5tB063E3Vbv0yhmFhFc381tjC0Q/1K73unPHNhTkg2mZdAwbeNxUzgkWj66SoDWRilVA1y9Bx2D3X9PwJJTH6HqhM5mIUhSvWxB+vEugHlzIcVRI5Y5fABC69oMFlwcfXsGmMJbo4iUqEIN8yurSpmxXfbCqzgYo+WTkFHFKNF0QKchZfqSRxjGfbR27jwhiXqOUlKkf+PRrs4JMD0Jb9H8CDAto0LHPZBYRpKRCI4bKmVU/qJFsjU8DxERd6gos8I8KrkikWfuUYmK7pGHaHHgUqS6uwltwwjK2JetN5AjGbHJ1lY/RxMunEspy3Tz7dtvpVzZYjWLhWgNzz95eVyXm9uJpbOBdZoPVS0sh3IoGWtsN3e314V2fPRo2JItyxhLC8AZDHEM8upaa9DHLHXNLG2vTOxxQQBQwTzpy6msz66/uz+dvGopINEWAOLW901Tndz95ubm9vb27fINUKOUnaLu7msT1bra48OptPXuTiYKRVQMZPVGmPri5uAVsaWE9hrI3SuQ0TW3SbRai3JYzfIOXM3z4aDvmnnB69evH6MKDA1EEbobWsyGkDSmdU6GTOl9kKOBWCwTzAFzuqVmaYCSk8GclayxMskaTYqTEKhBokQp8rlZKZwUpuETCFRub2/jmAS9tgthI0CL4N7cOq2SdlpYLUHcQgjX9VTK9cjXuEe/a0xsy2mxx2+//OtXoq8Ph8P929ubm5tX3331s5/9TAvfvn378PDJ4XB4rhTBpCqAh/EqNPNJJml+CzuhTo/rfHy8v39srZmWaZqm501E2nQEwJtbkuYTybVpWwTTwUXaVEopaLWZyfUtSaE6Vyu6rM2Fj/fHeZ5ba8GUUkoB+cknn4jI43GptX748B4hLFpDmeGO9RFmWZlpncOPROlGnhlc00BRxS5alti++NVep0bOd/+NCkSsiE9KFYMXcxH5ZJ5ukae4urlT3KSTjNTWVFV6KmDbuiH7MveR5SwI6ZfaVPYuKBFE7Zfm11M7IGNvYTp0XNTeC31qw2Hnfp/damf2jWeFidAdj4+bVt3jjzsbib0R9tFPpAX345FdVgtANH2HBK5RGEU1ImhOYXVTVQvelZ39Md7oI7aRX5rE+zcd5uD4Fc/3w7j/MKo2OxIj6BqXRiwz//fUIC7lLDy5t5svjPLx/7MSBBXrBpmEMUoLQHx0jXLbyIFJylRATkpVmm3Ddl7qs70McdkmJ6RiEsD7ljXq49+MvwsjPtbowmqPi5OV9qkb00eiqjzjUtimJXzpPC/Ztk4BkTA23OAuwtYM3aj2XkJkHgpE3LvRGbyq9vRwjWFz7FWmncNA3I4/8IjJAcgYcNsvK3bxvPG+fbajeW4wgWg34lPmM+OCpbU1elKb9tBEctV9ZPbiWeu6llLEYUFX3LyoCcVaugruqBFYkRB+1MhHubu79fRZLvZgPBpnVdKvlUHxF9zI536uDIMPPcJMMjbxIEE1s0OXIthC69t5I5SEeb3AfzBrpgiweYXQ004Xd2MZQRcTKapJRxwNT1roZsAtm3ExfT+De0afL96mv0XfiwJ0PC8THhhDM7OOO0RE5QGcyrXPM6Znr95/2erkxlpNRMSMzZ4/vytFRKSUciDLSEMJoSKUUgozZ8/rw8GAh+OxTuruTUAEYdlwxDc6LoY3Ri51rQZzujd3CxqL7DxBhYij1ub/zf/uv7q/v/+//Xf/9x/86Iv/8PVbd8UxO3AAaG1dluOf//u//JM/+ZPP7j758OHDF599/vj4WA3TNAnn4/Fo4kQr8GLNKn//u6/+3h99bvBJRVWvJSKyC9zRiqpG/qDTlpaYZXMED59RIWKkO4qn9h8JKnp7dnu9rqaHuy9PJ3e23jcQyGY+RpMOp8gKLEYCYpMvKd8b3IMYlpbBQnEPchac1uZOWhAPBS7K0ZG2cHFzg6go8liHilK4kEpqYdFO7ztwORgqJ34w0CFuCF5QkUK5OVyd6odvX79a13Z93UO5O0eZj68f37y58dcAXsnD9XV79x++nabph5/cHdffwh+ePXv2wx8+kPzs0+effPLJTJUWNfORshAnTKCtHhTSFl8esRCticwNi314AICrg6ri5TpN0zIXEWlXB1U1rySxTq6KMsEdLOYJjCvzgaws0k7Le5FpmhpNROarA4Ds8llQJvnBj794eHho1Y/HYwBvoZKt28xgFegGXzAme7iQXSoyvfL9cUVeB4jgibgcTM5Uif+cXJblYFDy5Xw1rQ3nSmioJUbgjyq9IAy4TDV0HXBGpPw01rW755kFNn574QuxI252jzi7ydC1+z+5fPfzP2cP/IxvxhudRYNSIdSnd9i+6dQtQ0X1SFi4ZERLhtxxGXrUDVnZJx4pOwrNJaqcLsz0vUUr4917NPQsivQkdcjEzqJHAvshTG1lZhSXDpl3gJTseSDZowHkPtn3fdO73x7xCW7R7DUvW1OsWPxxJcnI0iQ+lSHXZQvvhSaHFZEkFKSzc0KlTQZXVVTbp4PdHbBuKbo43ZPiSESCNaC7FlssMOypMZ8duVS948nCSmw98AHIAMnEKnW96a0HO83C/mlBs2vWKSglWwbg3DYtpbTm1jYqVvcEMWeCNVjdMzCkADs+b4wE1VdJR9ewY3PMdUk4lnivIjVLSiAAbuHsb4c0++rKnGaBSDS3TG7XvjvMW79bExHzDASO+QzUZoD+PSldw51o+wMIQNPSyMp0r00RncrafNDWmio1kxxRJliAhA+l/2HVSfEWDCBR3uGFuWBuJqC4S1YhMo5IxCJBUdVJy7IsASpiNkimZjptS9szToxnCZo8DaUFb3BuuI+cHHc3yZkjKVl0GQJOw5m0KASkdFChA64QMjvzipOIXr0S7IN+JhRiK2ddEru311PPQJeDeTgdrbWIRI6knqrSHI4TICKr3lDnh6bvF5iJu2JpTtNaf/qjH5nbRBR4gc8ipdcERO3IpDIXLVKOx2MFD9f469+8slIWAgnyldVXANoVTBAUInhAqA40Z/VI1tMs4aVQMY9WW96cLvr21duf//zz/+Z//y/+5b/8lz95+eJ4PJ4aTO1xeYzY89pcKH/xi7/+weH67u7OlEWvdOI0TQoWuWLRUoo1wBoXuyLv3z3c3NxgpohMUszMmhGgBO5q82ubbV2x4XTQAozcv2pWISXWopQS+Ofnkz7/5IV/OJ5Op/e+LsuyqJlZ4WzuQrV21gi895UJK3bbn5uc3aImCrC6DTp+nKt/ESGktSzalaKUCBR2B1dcFActBRsEx92N0jI3wW6oSFRdiUhr1q/h0mo5zNMiWFtCf7NML2rAl2VZ/O2Xh1abHUnet7ZyUas8tjevP/zi19/88AeTiHz51Xc//vGP379+8+7TD89vb5Zl8f6+AHqkHN7qjKZt8Vqs1mw53OKsNQfs4UGmqbx4LiLT7Y2q1sOsqjY1LWWpFe72eNSrK5tmKcW9gXQLOlBv6wmTUvXUWryyiKBJKaWeVkgpB14XFZd5nt+8eeOnE9wwzbAJZNp/UZzRgsy5R/vioLPH8JARibNczPge/UsSKiw6tEs7neZqV2W6Y5vXhdxopCJaEPmBWM2B17Fg1eog2r1I64bF1iHmwko7v/gs1HQmGm1Up519nu7Mi2385P7nMaqd4gmy0pG+2D83vL4x/qc26LBWdQdXV3AEVNwb++RnVhsjArFZfg5kbSM3YFwa9Al+P3vNGLb3dG0avmjjrI3KnYt12T80ZHv3DwIJs1nAAS/ZK7L+fxtWUdxTOvNvmCMBgiI6MUovTBz+nkLHxa1WVXXZENjsfWPH0rt3AEAE4tyL6N6+Zw+sjC2RCJP+CmTYHFsgJv7Pvtb7jWQ24Cfxq1yrbQVoERgContO4smiSnej0e4l2t4NrDAom1mPIGYPJIpM07QsC/rGGLLYA8qW/o8ACD0emi4jozn4M4inmYmE7d763242aPz1mI0guenSIgJhW1X+LtKH1XJKzcx8BUBOAOrqwEbDw3NIfZ/JWDW4J5atRdPRzDEmSQ3JDK/FiWEd8yHZT8trrZFzE7BQyKaMNuMJGXRfs14fLOJVRRsdpBR1xuEBd5w9NXreUXy0hNodbwGstjVPdXwXImDv/VjY825e3UopCoI0r6TTUdcqJcvUSfZW67n5wvcSdsLwENoaL1/2G7T/vN8nuRvaOKvM06l71tG+10XChtwbf92vaqaq0W8jAjmrNVWlm0SwxGEdZRUN4WqtPj13ETvcraq//fb9L3/33fLscycUbLUFeu/x+PqgUlQLMEX1dsdHU2SSSVzWxuNircz+Dn/91VeHwyHmqqGNOc/qlv7i8RZXV1f394+ANNu4ryJBENswqu1OUDP8D//6f3p9/Ed//+99/vf+8Cd/+avfPH9+9fvHE0s5rd03aFjEQb5Z66vvXk3TRHJSmeeZbb26ulIAlLtpevny5cP961ev3nmbT4+P61pUDiLRDjnS7iucsJkDcp4Ij7I7YNu6RDnPWg2A0+FWCAonsLX2xfObN2+Wq5tnHz58+O7+UShOFVXbCYgA+e1lQR6eSNtZWmpmzl5Pt81Y17XeMTGFUkS9BQeku0f2mA7fzFbR4XOrQQ0BIxYXhdaMlEjGerfTgoYEexxPJ1FV1Vrroah4L8KnuXtZH96++u7m9AZm5guAI9bqVhAISKM5Xj8+Pj6+e1h+/eXXP7y7nef582cOIPppp7fqLnAtBM3byduJpjQn++4Csn6WtS4LHk9mhufPpsNBDqVME56/UK1r9LHQ4g8VpZiIl6mUgulARn9a8TZBmk9TA7BWEWlKn+emSrKUAgiLVrcXn35yfX2N4+n169dX1/P79+/bQkylEzlNG84v2yVk5DcmNXZPgvbG9+NXADS4AJ2kBst+rQCum38yXz3HomhBCBLQiyzwSHIsAmJhmzzBaOMjcbUzGtHtYigcne7he9Oyfk6A3PMJl0Uke91/MZ79Dx+1BZ9+hqK60Fh5q6gLlmgyDvKyu+5QvRfjwYgbNWMaUv0PhK015JdMq6pbIXtir97ZIkzwCKaom8dMBoq3UEYFg/amTTrKZp98AlKRGsdNnHXXS6k7SGltPZ2QYTZ1UNNZhHWYxciITovCNTMrRcb6eg+eqWrUODsaPOudyYg3XpaG7DdVOpa9OruP2YZpzQ4swW4n0MeuznwRYIBtYAM6Cd81L7kYQIIodhOiOwsxgOOOLVhVMuI4apsAuJktrTa47F5q/7JDiwOB1/AogGv5IGnVQwIPxYFOg0KdrDXArJ96pL07xpBCMZazR7JlLHd/6xhdR8kH+R6QlYG5BJsX1BeInb4A0ZjgaXK5uo1O8TpqNfrOEdPNmuc61j2y/C7S0CjuaEkBI05xq2lOSG/551AR1QBURkz1etJaa3ACJX8PLulwCHW38HGxE3NS1KI/Zrg2AVJx7y2TAu5P9+xOlgsTyCoM9QL2YoiIiJtZVJWGS2FwaxYB1dgsWfP1sQKOcYqmSTEICALKTdfef8wsQt+b9+NpexkJV2lwdIwFIkzqaFlIvwKIrSbBI6hCaNVJRB55uH9///UbKzcvToEypJF2fT2dTvfXcynKmTyUUkClmFUhREVVVaapHO6XelrrI/jqm2/lal7h6BvTzGoUVrkCo47MAaiUdW395IiIsDXtsKIhDQGs4Frri5sXf/E3X75/8/tPP//in3/68s///M9/9PmL4/H4+HgvIsYQmqzV7qUCONUVQPEyixycdWnXEyHuYs/vnv3Jf/GTx8fHf/3vf2HVjPbw+KHZdH19rQxzvxFstpRSAiIIOHtnlzwtlj+ndjGaZPwPhqIJnAd8Mnt5ff36dHomRZ69fHh4eLAKoJq7n6WQkCpkO8NPtBSc6hQGi2QkvmXDyswUpUwqDJ8rlnPUcArdXaCAI3x0YD4cVEl61G6n7XReoSkiSJ8XS6ur2ZKEWKi2fnh4D5XR41lgtdX3X/1aaoU9COCtunujx1ljh/uYN+rh23cfWmvvvvnus88+++L552YGrhSfpLTWzCsIelM6YGY1Ax7W2N3zzjFIB9CaitT398v9IwRein945DSVF3ck69VMkitFtbGgFC/NARxmKaVWhyqjxE8IEVc1g4uae9Bd+jxlbYTqreqPf/jD+VD+3h/+4V/+x18cHx8xHdIWl5Z4mmbJ5Bdxl7GgYe0N3r4ncgGt/Zc/+XGtlbPc39+/Xd0arlUP5OQmPfi1l8uEJDI0/5n6W3oJ+T599lQQAdgSjp6k/wyiqH3txvlnH2HarMDsAXlZVLFt4wtji7b/UkS6D5hf7hK4ciFHz5++JQeDJiOUeg/NBXVzQziTkvXv3WDKWbP+w95oDeWdL2jOEeRrmVYL56TsqlzCrBSR0Fa2i98HiUEOG2Cwo3WTjT0hy57L27P6MbFiJknvnYZ+V3MBTBTgTCd2QzKujNkOWrIRKennN42Y0Ia7NK5vxlyC903gGJQrIQwZExQnfUzuzrhEIudEWCDYcfl9JNI5TJOdziXM6bDOcSvkAHYOdTmM1Iutsu8qlO9i6RiHPOyqdisrHp8gohobEr1dwgiL7i3pvTnlOZ95QocJybFPamO3cPIdXcORyPsYz5gBXeGuMDQbXmJrLXts5HPzYI5XBhto3tPNY5wx/p4UhoX9S2JvFPbbikRieARxgs8hYnGuIjVKtyVbBIFphAqyRwVSc3nor5iEUoI5zJtZo9DdIlRY614LbqZYgh89msaEbRvQ8Xw3LcNaciDq2xJymIBQZfUqTAMvlylZZ+nZFSOCLtuONCMQFFAxMNYWcemdASqD+WULyZCpuUjtsAOjTrvSIUcvO8r95ED3a6wXPI95yCNnjWQMiJ7IMhHx1hT5WycBW/x6kumkz14dH1+/f3CduS4E4PXm5upQaFJFpBSZxWfx4hB0qmgXurjoqbalLdXr49rWdc2EbEw44A43sHcW8NQ6INk68fw4lszYnptZy+sjmQUA7yBimF+9X7z8g59+Pv/Tf/ybX/1tvZ2ezVevXr16t7bmXq0B3gJYKiS5uq1uJ9ECN7P703J4dvcf/vKvHo8/EpEiamZUcaLWxWxKiWbR5ULRDJLIbjMbgHQzk175BQDJmEh3NGgcZFUWh0OEnCf9/HD18PDgQMG13x9rrQ0mjJOD3s5wJPS3DbaJgJ1G7FeIeedvpJeiEMgkANdaza15ENLl8IYf7tG+STPnEhE7s0q6oplbdvExuLU9bL/zWKHWen19fTqdTm/fPj4+NlsnqqOZ1ztbv/3u26v2gdbQFT+6cKxBNONGc1QDUAUicmrrm/t78gdxQkXgWEVhbhSHhUfY6FCa0xQlhIy7R+eprC2NgqG6GAmhrdVPSxVpbz7M86wv7g6Hw7FARDDNotUOoXqXCrDcUNWOUkpxAVR1mrhWiErCerg+Hg9XVw1O80Z5/vz5+3f3y6H+4Ac/KKXUWu/v7x8fHx8fHiAO1SiU3IyIDAF2Dlbv1bvxf0+H8mqS//q//q//kPyzP/uzn//8T/7Nv/k37+tSDAerzyfF2pglVEMHhLr9eBBupD53ZkFGTZi4HLEw7Dr4fTM+CESyo+Ma94+4sOQ2nddxw+gccn0CYphOYl9+cXHPMOwu1P/eez9v75aK/EI9721QdNc63vFi5OOfG0zNokzx0syVrD7fp7dsf7fd/CSeCRee24ay3Wdg82/3OLn9Dfe0itLp8XJECJrZkfaNP+8VAz288TTyh47w2f7JWG+HBCtEMhoixPWOji5Uj+8yM7ZrlRGgo/31uesSJ+1w1+gdH/6Ob6/czjuLyuhZ7xJcVdik32ZEuvXyhz5F1sMfQ7f2VXsS080MGIDk1QuQgJyXI5AMHjvfrVTCCfpoEAV2PSxsTQBqyFhua4e+UiK9LKV/xorvabTTTwEQjoo7IqdXtLV2EcXfZjLJAqV60OiUmANm5s2959PRle/Feo27+eAODLmgCmRz8vwTJjTEe5bfoE51NorGLQOXvwXFMwoeYSwWmEmEOD1KDoOOlz1ouaUhmJ0qzuLAZ5s4l8PCUMkNKlZrnWQKCUQiIN7RqdYjeWlhETcgGfsMm6E29txHnxv+krGSFJ0cMIxujEJi7BgSqoxOG/sF2/8w4sDYiY8xuXllLKFVVbU+G2amRd0NsNEoE83RrE5XYKlyeH2/LK3Gtm2tFfDu+uZmVnHoPLkw4cwSMUinW4D901xYl2xHmlF68jycOURtktWNAGsvLYzy0FAGTLdQzAxS3NNBOhYAOLXy+n758ndf/exnP3v3zbdv3769PRR5+ezdN69IjziTw2qrFrXoztrabOq0R5tKKW+O96WUv/r1b1W1lGJm8+1MOt2Oy6mUUkpJ1wJL7DIilRM3Ju3eKI/BRJ4eFZAeUg2itoRcA2RxXJe5tjprObx48f79e6+nWmuk8ZuGSYSIEEtWKDPS/aLFzBwtgJ0+EjfsdfLkPE8ioswuiq01mCuDaHOUU4wlQRFVSqRon90+V1FbF1qso4+uoO5Od3rTDeySVJnzpFMRUz0ej+JGawXVfX3zu//k6+q+wsx6uRUAdTfL2F7ILzeamYmLYK3ejFMRa2u4JCEKI1lJIv5wnudSBZBWnT3FYIC71zCdIWm+NissaI2m5q6LGBd7OB5Jvz0cbm6W6TRNE29qKeV4aO7e1uoikOIDXTzPLuJlFtWssaRYgyuXtT0YluNairx9f39zdztRZtXPP//8ipym6Xevv/zmm2/qsoC9td3hCixZ9tGydgre+3N0mc5Sru5ufv3ll795/bY6//r33/zt63dwmUSu4Qdr09ZYy7NooEu7YWHspcdeUCBclzIamTuhvmNiG3/y1JjDE00wfouPfZ4q1/33AUnKoZ5jm3pQ5yNhyPjuonPGYMH8Pmk8XlxEGpIHYBtPLuxmGpZ93OkjLxBc6kA/XB994oV5/ZHLktk227sRl6C3cb2wmBm5Sfv9rc7skr1y2j/KRz/fDr3vszJuMwIHew489NmGu0QbAqA1278Keyo2ZaOfWd67eFs+H4CRBivnTAj7FYzZc3cgMt3ZTcTdgQjn1LhmeAI0V8ro3xCxujFCIDpA9Dz4+QSKY5TswDdfJA7G+D/7jKXjAZAMLupC7O8cNoaZBchq0P211rIVak9ej/eNbEysQzxOdpMTp9iyyZUwLu7jr7Y4XFlUEbSAIbkZETsE20uMCo6hs7bzYtJaa4IJwl5448FZcnkSm6FZcqfs5hAJQZndoy5OAtHXAILiFv0sSLpFIe1oxcHSMjMSS5vQgd1hyBY9JEuJ1c2tRgpN3KLNmssQHJ5bdoyvgy0uN27f4nRmSzuSSaj4hHQgZs0lgpYkqQwCQZAUlAtp+/QY7Hd5f8G0gltLivCLU7F3drdhJEN3/oyY5V6mHoUjItKaQWbIVOc7V13IL1+9YnlW154DdBHoLJNEJS/VxaHCjOJSVaeCuYS4Hp1VAgUQRce5eMh5zxV8+soZQA3XKg4GTRRi6QLncog0B4APUhbql19/d/Ps5c//wd//9//+3z9+d3/34gavvpvmsi410sk5FV0WVxjdVjZz3LcyCez0eDgcpDaSH9493NzczIQsp9vDen19PU1RmlPGMQtkQwcK527cJj/M052fnalGAwAtcY278AYK1YfWDs/vZD28efMmZX4DgJpJWzHQ03TbA7A2zkgPezIq5HQCcH1QM6s1+04DoG5uLs61zj6QQBLNRNR2QZRxCvysRRTM0Fry8D1/dnM764Pq69evtbj5IqcPH777rhzfFqDZI7OQw71HO8K9MTNkLR4AicNv4HFZc1ewkklDrcrWrPjkS077oShO1YuXonAZuZVj5JxTjDndgt4wYrHNTyAFK0nYsnz4oNc30+Egp4OIyO1BVZciItJ0dtKVLgKrBkBnloK1qghLsfVkWiCCSdfHWqeZ5Js3b0i+fP7stK4oYjZ/enX3x/+bnz0vuq7r+vrbL7/88q9evW+t2dUNAo7SGugQInRF7n868LDWN3/zG6xVVH/59XeAHloF8Ex4bS0AJ4KstA9fxDP9iq6QRr8s8XMFPDbDhX4dW+LsUqbncnHZ2SUfq8N4Eh2JkW3fPL3VhZy8eFy03/Fdky7ukEYXW3fcYfwsIjZIt3aRAjOLKEDiSZrpWfAe8N6U6nuY8DDcPz/n2dlNxeXL7goEx/Auhv2RqfZkWnbfe2+XVni43NjZwftrdrN6ibaMXykdHTjh3aGMC2qtoebHaEcEDmd1FRIRfHen+Igum58Nyd0DvZ36IwoKHXVdndjarzlgHuwEe6krKZ9DiOySISbW3KOkVSW8+nSYab7LOez3fxD99++9n6aNjvuj7geS0gjoOi8UYo7QEWwhCPdmC/7lo4fGN2kkh+29swe2x/Xsk2n3VoSTeQ16pZIlAIHIcXdXCN2oUyxQUFO5e5BgGys0GP4z8ho5ylw1nhkYMfMWbmqk955E+n2HB0VuzzM/xDLo21LxZ+g6LcsSsbR5LgCO60Ky49qHp9Ir82O65SzAHmksc6dszUP2B08cWanUIaORXZZteRAlEd4yqR82VbTtyC1HsndEdU+ruKMZYg/67jBEKD69FvaqJdnVjoWF57vtG0qxtUZKv8MoR89X2U+9USidhUsFpDXfoTtFVR9tAlAPNxX4+uHxUUt3hsysiilqI+fgaiIJAYSjxtPMZi2zlkm5rrU6alhlLO4rEQFTad1ODcrN2HZmJpJFBbVWz5LvmNsw4QWgwgE3axKV2aRT3f1RpsXl4NOrBX98c/vP/vQf/ff/n/+ve/3xj3/47t27Krquq5m3ERePQ0O4+9qqEw9mak3Jta430wTH45vHtrTb21vSr1XbCmBVVfcGEEFOpzr2yX5/B6JIxEBLTnkSgFLYd7b34PzIxdyStda7aZpfvPjm/kOksLmTOACCisWS9AHRVitcNfdB7mCxC0spYSRW1CEmuuS/BI+GBx9uophclStP7zxcys0nzvNmWTXs7vDipmanWusf/PCzK8Xr9+/vX7/+TATA49tv2+P7Ykf3SByMFSCAxgaAnc43DfHsK2KkrmtbHSY6Se8yEt0rSCeqteYGYZkLFHOehRIPqLViXdxpje5YKlzEe8N7ALBKEdSIzbQ4k6irLqda69Xjrary+nqapuPcRORYREoJGW2yVhLTDFU/zCICFojAZheppyVqGEm+9jZNE26u1w8frujv3r3753/883/4J3/6f/zj//Xb92//6td/+8033/y/f/v7h4eHwNU9rvY3f/M37XDd6sYnAvfltMRa2VJRFOvKuhbhLexFYTm5AmIiEES+vifUhjF9tlEhKmpWR8MuddCy48uFBz+U8VMb7u/+5B9aF7LnHVQzWvykVOIjP2fn2Z2tljI5ZPX3jur77NFxZ3GoyPrE/EWczX7yxt3G34YqZS8d6DfdH6uziOCQ7R99R5IQsdambi2FVNy/9TDH/bwmxgbx23gpkYEITF27C+WOjMR+MGOJL3quiEOE0Xdhmqb9MNAdxY/uigs7ez+YMFKzR/POLMjrA+CQKKltejsZ2ZnR47uQWP9V/3UYD+nanZUAjrhjjD9o57GzsGv2jcROEctYCFtrKWXAbNw9kPEWgwneXylhG+xtOJ5nAkMUr8mHuhWXNLhKh4cjiwHYeTxaYHJzb08kwQbuDikqMJmZm0WpDZLTiWxG0mud3F1UPPr89nBAorRra22/NzJgwrJLhede2lYinCJR+ObqxAt770fcsJM/2cQ2CcUAQMXc9zVRBTSQS2sdvy+rVQBFDu7e0By+2lqkpPTur2FgkXIG+DBjNiGIEKfDEawbXbhsJQItwXIEojv2BhcZWySYeKqdhTRFhBKqqwyLODGx5qpaA/fQBqbSh724FxAk3SU6JunoH/zROP/uYMe2ExFknakA8AZRiTbb/WAIwMoZwKNMAH711at1vl4fW3V487q2z188v72aP3327PHxEUBRLd40yldAQFSLsAiLU5vXD8dTGCWxwqHJ1nWtjKlkTeZxKR1aMU3TuhzdvYEuqhwGRwq4gobsb+GQdOsdfgLE/ahXv/z69T/87OqP/ujHf/yTz/76r//67upzX68+LI+qU/Wmytb77bizmgd9T2vNETShbK2t6RvJejx983B88eLFd8fj8+eYrvXqSq+m2czcm1DACjIasAICR3Ig7eY/0rsIVMRFCLy1ICkIzqEGqOpLLZWi19dff/31WubWmicCkgCNDWT3H5wcvTjPfFMAhZiEURM6Yh6xiYvoPvWScq3ribjy6upKXN06I0NIf25uN5PSKIu83N3WRdx+9PKTg2My47Jczfztb387f3gr1uhBG9jdc3fnXonG9zQbGAAhpTlILu4QmUJlMtIl1cRoXJbFtJhjmnWadVmCjAMxNFJdDmNOrldvra3mtbbmgb+MLi7CwdHaXJrT1rYs9XisgB5uqIqb+ebujjczTst6mFTEpKlqs4WlsK0gUWaqopmWYiIQcSVF1rY0kdP9A8lnt3fzPP35X/ziz//iF/iv/tm/+Bf/4qri+O2bF6flZZl+9tOf/vSnP/1m9X/1r/7Vn337rUVPTgtq95b8G+Yww1LR2k1dDsoXRW7qoqB246CL1EsZheTWuWz/FYoif47dkjCtbK8hg5B2t2kyoSJbFgnJEp0wfPTetRHRGI70+CRSCmfxle3X2UI4+Wv21kNsepLxRoG7HY3VP5o8iU/Uj3/0V/txdY8ofGT76L1GirDv3ss8T9DLt52FNN7uoxZSSIzqFhpIVXuxBZ/arMPQOTMcQxb1pqDfE1vsF3O/Gk5uzcf0PHntye6m4VJemIm2sypwPvnDBLm04FXW1kBF1IVRR8dRs9HAaIvOjpuPn80aeZZY3Nviacx1pNbuTTrXy7nrknwaT1YQO+Nm/6uRJhq2RIRyrFe3jc3sCT/b1LT7OJ4fG8neK/DNQxszub1KxOQidujqJoEYahVEcRMRWVCFohECAN09ykmbZ4LW1uqGIsWsttbK1VRrFU7N2rnrkpMxqCD2s20JFx0xvMtd555kDfCz+FpkwMYc9lmNaWnuXmKC9tlMd5rZmhtXAZQSDw4MREdiUFocJBFSBKytRqv5jLrF+ZFtAVzUen1DTzkBQANF1K3u32d3pLV7JOJupLgZobUbcPtwd2tNy4QBSo0yaZaIfo0jHS5UcuYh8cWttag+SXSuI64cwRvpBu6w1gPcFV4jPQGtY/alaGvtEXI8Ht+9Oy5LTXdrtUmmZze3BK0uSp/gs5vCNIovQKM0uDdEM6kPHz6YulmrVBPQg6DYvLG5llJgXmuNVlNONWCiFLCao1mUfq6NgGadTQSTAq0hBAgRC8+AMG9OrFasyn//r//tP1nkT3/+9//pn/78//I//BtZtH3+w+Px+O3b1+wIm7FktVaIiqPQm5tYnjdsEVM+Pj66Hl6/fXwpN0VxxHGeZzVLJIIDXFW0Ig+nu5vVnXyXWBg/l/jhYZ5jreDuKoRQW/vBixevTvV4PJobwdql8C6UG1uukg5DCPqoeyAS0O2Q2qpbhw2mAmHoT3SVOcaQhCyUoir1DLKzO3GbSdHtv9baWtzM7SClHZevf/ulL/XVq29O79+qnZq1BGOEcYmhI7c8xTZjrgDMm/QypuOyzPO8b7WU8gLy7sOD4xmlHK4PtdZ1NXcXxh2cxKy78INaa5gNtaI6l6VVU3ePTLlLFEwqrApFrLFVd6/LUgE8HB5evam31zc3N7ibSyl6uAKASbiumJsDUleQVlYrBTpDhEUoUlRI1tK8tdfH0/Xt7aPZF1988f/8N//2//fLv/0v/+gPPvnDn/4jcVW9vrp99ert/+PP/uJv//Z3dRI3i3x5hHbT1GsVZlgaWrut9cXN7R/84MW6rlqcbIlRpZMhN9qF9cMEh8Q0nsXtQnP368zT7EamyGWT1Be7gnsN5w6X/e85yPCDj7BHmscFOiJ8nczUMlzxkaTwZlhw3AzuJnoZtA7Dwq0XMIU06y1T91eaWbayBLnrnGZmASm2rdYCsjU6+rjddvFJPtQtM/gRQN74RhP53oyR9slUc78+AezD4NhnUcf8sPeiBMCk5Nxbh+Enx/QC3dl7OsN9ecQ8u2j0O5xdM95lJCuGCMXOYNoUjUjNPG+GuwYdrDgEYkE3k4njKLD1gCxX80gDese7W+tBnJjenIHQ/vtlCGY7d2TLyvzeekTBk/okBlwo5uY+9C0Gzg+AC1v2LNCQ9jg3DQFE1rGNv+8FT97rV0Ie11aDrC3vENvjzF2J0tjcAGneOdIQ0i2OkFIUlRlq6QScHYQY+01EPKwRxGYIBKYD5rWJYwmsvwlJoY5m1n2vAoARwZ4ds+HuktbLRgeWLI9dbl+Yzv3HAmeZuCxLdAZqOUkEUGL6mhuAeb6qtcZGa25DPQRCjlsANtOpjTDrw+r8hNvGFXWL5IJVj172CiALMnbNXhLYyLTfh6knou4e5IoBsc/6NVF314SU0jLh1t9/B6gasfHgbeo6vVfKhNH/Pe2ubVcb1efUAQO2m/fKHfPe5ZrCUpI10WRqRlRRnyYuzeHOWi3Y+x5svb6+BqwUORQpAu4SGaFjwgMwtnLQdVmq1YUOhYan0uAQ1YjTsIEm0WkHUqZSNJrShNHcWjt6UuCzc0oY3ESZJJYRivU4nABWlSa8L1f/8fff/qOf/Oyzz29/+uMvfnH/7n2jFZmnq2VZsvdfGExQB1uYSCU4I5qIhIkwdu26rgDQTod28+bb13/woxdrq3OMZ11IUosWWV0cXnRCF2T0yOh334Vw0oje7cmHAyA7fRn/fzZNi/t6Leq1LSejr1E2USQc142ajSk6wjyNaIiqUrlaC6Ru1D4/BZzvDdAsNCFF5DBfk5oNjjqUoydLAlgNh5tbbVZbduEsZp9++unVobx+/d1XX/62Lsd6fFeweFvpvXTUL2Sie0/m7sJEm/IYknRTkPlXQinffP12XWgUmUrkK1UDmJNr555F/poGL4SstR4O05VIO9Cd67quXh4eHuDBOmsqEIEoWGEtMzs8LQ6ouzS/gk3TtDZX1ZOR5NErySoVgGtrIpiuqIpJHbBgK5pTnqwP74+upy9//6Yc2qs3//H3vwXwcHx095sXL+d5/svf/V5LaQvg3vt2dFPPHXWFGRcD8GJZ/v7z58fH+1JKT8pcWgA7aZBh1P4fevS2RzdjzoNpL5XoWWBmHIq+frt2IJsy4D67lH8rHT+8W/rz4W3W5Pgx+qT3YX+kYGLcxM+jANvJAkaCCbvB89zEGbsF5wGFmMiI80V6l6SxWe+aFr3b0LsOjPH3nwbGxmmS/FMeycrLehfZaLY2YM8WZcnJ74jgVKL5iJTq29PP7O/4hhwB0O2VU3mFPu6zyQ781/0idooc764yk4Ryi19eGK/7xd0/1EblZT6ZYXDDw0nbctYkVSZ3F2arVCC1kohE3UYUYu93pntysvWjGymIeBeOqGdH0QEAWmpt9FATz3Ev7tlvI0domR9zd0D2iFiSZoFR1jFdu73k2zNb88DK7eZ5/3/NTgyB4s3eSxcHJ6LmKHBv4rDWkh5IPEwucYQBnRG4zixoZi5BRhhWpokCbCRgrbVGlKCtHa/gztZaeH+ER0dWsjeYTUHtAMTFLCe6g4K2ffJ0bxSKscd3g5nSAPcS72F7cOgWvk5B5owON0FgIxlo9N4GxDY7d7ggIllOEa0RI2XWoxA+Dk90DAs0A9O9QLSdAUAZbNVO9xB7QPoQI8x7EaGhw5tlINQdGXTtLdQ6RVC2VnOXjUcmd0lrIeDSmhShWXh+BM7OHlW6zEAL8zbPMAAsOLjOnK8eH09sFBOz1lozyNXhehUUQUNTjYryFq08JlESomD09qTXvl/34cbYrFDJ8BJdS4nJqgIRLtXMrDpGXXKFm1vEKVXjnmId4h0xK1EVkTkgW4utVo9y9bevPvxf/7v/6R/8g39Qrj959ulP3rz+MOv1KvLmzRtxnk4nRenkw8kAFEZSeHgNbGbKCH27AqeHB1X96s3reZ4fl9OVUDWDuARgzdfF02o3kvRzgbf7eHQoRDRMg1Ccsra6V88iMlFc9NpNpqkc5tPptNx/IFCz/dpOgDKUPAGY2265zaz6jnRjDGDbPBJsL2kORsNyqtzc3KCDVzZLy70hmmnD3aO9d3ULT9fMrsvVZ88/nacrQo9vX7eHD/XhHVuDN7gPbLK7m8DcwwjD+flHj4iMgzf2Ujik7CUjpZRXrz+YF6eITil2Eo+yienaGgCNGhmqu6lOgR2JVzscphX68PjWWpHIWrmJp9Xj7mYVgIRrt4iWqSx1hhxKQ20a7RjWVUROZQUgs5Os1pxsRxERaHERXyZV9alRlTqf3h/12ScPDw/vT1JKEYW7v33zel1XKVNbjuHOg0RrqA3uWFfUCjOY3R6ttfanP/nhc4oGZ30fcEizjxg1T7YiAIBmFv3nLYBAUer9JBnnPSkxdtRenw09zXPvJf9wmEB8aosAHxvsZizGnTFARR68/3sSwERs9xsO42nsqNAUF8pGRwTR04HvZvEZJmcoyEx0Zp/2HKGZlV3Xmf1sPH2dHN7ojNF/xdGOYvfcfFafObijBx4S00UKo5VwV2T6kZm0Tn7bfxVR2NSAPgJju8GgT7S7SyfZBmBiANR1lDbySc6tj9cGcz6hvrPkno7N3SEBrDrzE74vL89OVW0QM/RuWB1xkvRRaHYmV/cmKdIQyeBRZvbMvXcYv1i73bgFoCMKksUhWkrP/o8jo0Dy540CKuzOlEdPKST8on+ZiEYtdG4sqn3qkrM25HBiw0Qk+sQGNGLXABO1qaoBEeEWkdYhZwASaIHLEzEGKSIbp2xfi+EHubuFposrawNgvoKo3s2qzuBo+RgxMDau7oCkua+gzpLFc0StlQH/z+VxIdmqoxec9rxvHqqnawagNSdFYUS2cB6zSRJuAo/2I7mmnnE7M5Ms/ohOPvHSAoCld4jrW2L0hBn7tWXd9LDPmoIAKxqQxllyhadLYqSjWRGpAKm1VtUCWK11gC5GgDjfuicvInNNboH6Xmpg6ekmRiduJO6JizpSy1Tq4eqXX//CyifrskTcxbze3l1zLk3Q3FQKSC1FfCVco9LUTUERqLJZVI2JiBRM1SpFOj9n1gsHLgVDBJCNQW7O1qL93gbH6YASb14jTuaeGav0huEgdZrR2lobBK+q/7/+7K9e3h3MSjT5eCaCVj98eHDWlSPZmkkNa+7GCnFXXzz0O6DGaEOGVtvD4/3Lw/Tq9btPPtHpSoe74jqbNe3MfACcoHQY7PlBGgfm3A6LKIKTW05n0nIHO7hLtev5Wsr05s2bNVQ5FJ0wIopXzJsLUSMIER5SeoTswYCQ6fT900N7iBt1UhE5cC4oN3IQl+h1M0SkuwdexCXdZ3c3tObZP8fa+uknL47L4zfffacwW0+0Rmu6lWx7r+61DiZj/2FLSPXvY9YMyH4S4dBF3DH6g3/z+l3Ux7Tmp2MLhye2RjyttSwFdrLzMhABbciwB0mxXiQUUfkgsxNwLmI1+uoBCncvbuo2NSu1lWoAJgiAK2tAq1pJPsJIPpoBOEWv5NDDywwRXh8gQrZCPr56rSJu07osWeMWaq+uGdgDkLK8wh2nE8xkNZIv7z/8wR/8wR+9vF3XY1GWDF2E0yu9CGy/6zK1d7EJBwZ3H34jowgtkhvd/B4rQrKvkcNhG6lz2wndM4st/2iLgoQE3g9yqMP9nzPTwRvZSj93m9UYwyAFiKCC296eyj8b8cJuE0fAzHtCMBY5ZItvoHIk1TD2j4tTA/fsIeEopXRDkEgJHnyb0mtFt9nY722Exu+R1LjbvmR4XK9gcD2dL1+sSN4wuw78Zz4hap5o+v6DjpBEd7PH2HqhTBPtwapQnvuKF9qF/Uex8Y779fWdn2CkatZmpi1PM3drVtKiGokvuDsNbo2+S7P62czsw7Qx/9zM+xhJwKji7TYTcEM1bH8bL8ugDXF3uGha5MlCSlrabvBe3Bm7eoOURCpZWMYUpY26i/tFt0OXFQS89KcT+7ODVgY3rbXBBe47OuXwwvOfvWyrjuqWDnoZNZREcffmqqLwVlRbdEbua/T4+BjOT7U2WgPEJ/Kufcm37wOWsI+sB2jEkPTLDkSP4JTwnRQW/ZCW6kZy8uRxHqvHXaFQ1vLQStHW3Hvzq+hPkkPpSaKxOWLbaVTCxLjJ9CRUoNJqRdpS4vCo0i9Ui85W8EhOeZGGXnXrpqpoFmvtcLiUUsSxritz754hiEl2UrVoRB2MdOF2BBPbltLtHLkZJlSRFpk3aw6i7JGzW7UyEjMhZp3Q3AVgk2tQjzr/+tvXj89v1iSchzoOWhReCI9CblaKF4OqtFbjHUU0iZc9drOo6ow5G/LQAKy2qiqIxRYiE5NxT1vq2qwBQZUH0cmbk+YWMszcKgIVkcFTcwMhImwhwbMwqtb6UK4AvD6uqsr52ta1WLu7ufYGmNuyunsT7PfWY62TqJIiJiIldoUFRDJsFd6/ez9dHa5v2lSXq6srvSokg+NQGFzSFskTAJFEHVKb7OglC7p/DvDFPn0Zprhqbj5VdWhrbYF98fLl14/3rbUTzlqgdodHuqAMfy44OjZJ3OBRlcTOmNo6/EWEM/VQ5huWm8PNBKHzWKv3SB6idMoFcLSI2EUI0ZZWm8GBu+ur26vDu6+/+tWvfvXw/t0U/b7R6Gt4lEMURC38wHYAyA40Gf9j5CF6p8SaTpTt6J20LLXePx4Ph0MVtNoimNaq1zXEXJg+HqmWEChDfsXqiIiJu7NVIeYw9aL0Qd2vD4dHr/f3bwMigkYRibVTmMKknlRVE9BPVdUSmWUsp+WhLmZ2f3erqm8OM4AlTmo1iHg5gZTphmR9OJZ5do34MNwdrcX+Rq0j/wMz1AbgxbKs6/qnnxz+4c++4LvXVyIKjhqamNVRPLTZJ93B6zMTdhMk6yK2+MRmSWy7y0Ouxtpl3HEvsobFtnFwXDYu257iDjDqzQeNyFP/fPf07ee00IOnU3ZBsR2DQVyp5xafnBMJ5RN3rkUi/DIlYiEVzuG8H/lEAzH7/hqRMf79aX162fjtBc7pidV+ZnTub9XN07NHb3/b13TXZneLBo29QUrk8/Juu5T99w07l16G7R4eig+DfgRyop9gRRMKoRTh3qJ11NWSjyPgUjluLK3SLjzkRPiNPh9Pbb6n8+nuYWANuu+11oS6MHCTsc/P3pQM6Hu6x3sHnoEC9wzY7nZqyOLN0Y2vI+LIjtiLmNl4J7ecqMBih+3R4BSE4eI9SiqubrJnJvHOFBPfZGxvWEQpCsOt6ZHFMT8qQALSQt6i961x99Uc8PD+zKy1Fm7/cATNTMN1if+JgS6JHN0C3oAN1Bn6dh2rFropOtSqFIMpqToVja4yZ8dbRuZ4vEU0+6NDIgkVudEg8SXcPOxK7thPYmRCwuGtiYgze6lFAkgkpBnDfo9NU91EJQRxru0Ov1Lh6xohQw0nyGkQtzWwhnR3g7gzS467i7h/GXfvzLoh7DIaPPQlLQDWUXUIMkWbPymwZ0/kBa1OD3OgGYRcMInLq/cPmK4iD8fWABzIQ1IqB9jMp1LYyyXivJUyRyg0csBmKHolIsy2b8FdhGnyZVlITu4NjR6N3WBmD9bW6N8gdIBFb2RalmWxtVcVWJFAQUVh6iVoOs2mMsGTNdxAmk+kSaGWQvnkTq5UTm9en5a1cpLgdsk592a1CKbwMG0UuzBC9G5s1ZeGr759PT2/uTqUjMoXoOPkRldiEkV0XVehRriI3usfe/Q39p6ZKTc7vgfkMhtO8m7C6dSK3JxOp/r82f39vbrUWis2hFDA8EWhRT3rTw0dpYvzwPP+1MX/p2kqWkjO1Je3z7xFzJTdvwTdBRCv7qjh38DMrIFLs0DCPf/iM9d2f3//5ZdfPid9WVirmgnM4UK36P0FIGwnq7wY0BO9Uule5HQ6DX3WXN3MXN68+7BU6CSxH+BitnqcpjruJh1qvSk2Rp0vjBY1M3x8PKLTnh+KFuHzO1XVz+9efPvV30CfA4BH0zZsGGlz0JUNgAoK8Uyn589vb4v84Ac/+OKLz9+/f/8//+a3f/M3f3OaDofD4e3hGYCliDfAhCKtvnczeGnHR4/eJ2dIR0Fr0SUpRPlVa621H57e//znP/+Hd9o+vCpIwtSuidK1O1/pRKE9mexsezWEydnkp7JP6NjYLcM03/bPeWhwp5aAnj307zHpLpZ7b1x+tG2b74I3T7V7Rx+ekXQExuvCYktNE42yt3DL3oNy0pBAruqJ5I4zFTywSZj/9G/DVctp2QrjbPx2P5I8ZTTbRU0SqsSMVaciPzfv3J3i5tteH/dN3d89HndHwPIyamyqGjhpZB9t39nw4u6qu8542fwNI5e9z6ZzZADdQx24ewC8g+Zp6NnV2sWSPt0SI/zhWxQWGLGiFgpWOxLn41FhdANIdgQ3T92Y/kPo3t5mUpI4LDzc0PK938Z28wSHAkAToFff5WBaXhMEcIiOtNsOQQPPO03ndDTA0Tuzm5loAuxIWt3u0OBmLceslkgbQgQu3nkbgF4Nc5bXRu8rCATEynZuTwQFmWHXaCOUhXQGArVlNsB9yChQUETE7CH0hbtrCXO/9WR3Lih2btt2bElBC0A+dza6mZXeXreJiIfHL6jWRIlAdpAKEcrq0ayXZkmeuYdWxYReXV0F+BTdYI9BpCmDSIoR5oTS6GG35vQRiJYkZ/ekFJIialZHRC22lLvRjY5GMyYZLDn2HI1RjuDoyTinGZpy2mzhthfcEvmHzdHNTEQMPOc3kx59zGM298cJhIsauTjm2zsLNo/WANwdrtXiSMgEP0gRb+IAJLvrUZJXCQWcgJVkbz55GKo6plpYSB5PtZRibSVYRGrgR80rXURoDcCsBSoWcbJsK+Ikp8hxR/Fr8BHDlUNNGunL5qt5C7ldrtxdHbPw791e/+53v3u/mLtHUoDuBBq8tRZR2wYfc54Ta3Bvj2sVkftqc/NrCyah1sy4shwOXQWaigpQREpRBAEmo81X8HYzBhycBBQCFqUnnqGaVKUiulqby1TAMpWj+Xx1/WpZFOJtoOJy+85lEpG2PIZPDHeauxk0c9/7Y7Z9yFBs0zQd9GA2+k3b0FKpaInWY+HBw9cSnmx3z26e312dHt///ne/e/fmzWeEr4tYg1kkdMQNbk9VRf7gQx1C3NE8meTcSWbdzC6zptPVX/31r7RcLytauqYxsJFeyeMQW7435es+ekBsAWtstWZHVKGIXM+8vb26PiykUVwCiuMI6DcnBy06iES1ePIOOQV+N+kV/Ueffvrs5mZup0+vp//TP/9Hyz/741999+6Xv/zlv/v6zfF4PH72Q1U9gV6dEhX6ldYTHDHmXuaPiAC4PAfd/cX9my+++OKf/dGPPnku9vhhKoUUpqhgIEoJk15nKlk1iQtrzztmZVuLLgDTttiZJpdaeYcqSxzkeXTto2r16a3yV2maPsES9YQpsCVzxx/urau4rRvDOv3o0/c7YT8MF0qnxPq+j/UGdN6Rah+1XAGEqttFT8+e3lN7HMZ39iPuZRjDUD6Lnoq7ZVopGNXH/XKWgDBYiRHTPX9uh7HLFlMJafeRty6ltLai15+iR2KGDM9yf2eezTAx+lvkLITNF0aDbOs+TMMYM/qXmy2+K2QGouuS99hkGiY431TbBugyaizTBXpvXEYSZxEVpHHfxV1EAPp9egsl685q0Ev1B9F6rYyTSAshi13gAJZleZojNkuu8W6SZiBmi6SzRV+kbbMlIdcZITaQqdh+gtK/ypFv14AibV2xMxTQO0fzvF1hSHcARlrgvwI7TRFMbnAxjN5XaVtEjcUEd0cNpKBzmMiJ8Nu6RfQ6IbLjkoxw7w2iXRygmKFMMffxegwrVEs0i+4tzqwZIMH+DLCUkn4NsgD7cDg0O7Gg2eqwKDDJVidO9jqJsczWmmUpyAYszcs7DibsNjLLCAFTsCVagsPRAXpddFc5ZeDYctvlVpaIooDKwJH0GF6XyACiKSq79RaRTtXS2v7wxz1jEws3TMwuBeAToVUmVf3tq3f3JtbQqtPYqr/45E6Y9T6FFPMgd+0+KHvFjDSR6GtTSpHWaP64rqqqxUop+dYSSLVJVUWxLIuttp5O1c2IwAJmAy2rwthE7lRRLWgAqlsRCeqN6MOF4IyNuIIO4nR4YWttdYNjIiicy5WoPywf7l48r+/X4/G4l48K0scmzh9qTeRvMHjVR/vuu+9++E/+yd/+/ps//MHd4XA4qML9tC5zmSJNKxCvrmH5h0+MLDjAEHx54NXMvLbSdXM/JOP/Ls2V4sRUyqfQlatDaq2vbWnWKhyOIiBxNc3Pnj379qvH4eSlPOW2H/b6Mn4o4YmzwOXq6mqnq2J71D4ZTnOad+xIftx9MvvkxYuZtNPp1ddf3sxa3z+qWxjfWRePKvQIHFpyk4XTkOEjH2m4XYw8RhqtKfeJM+f07sNx8ZkbHiMdqL00RI+YDqmNDQ6vDrhbrTWawhFQ1btrXs02FSNZ3WVz6CAihdFFEHSIVdTk8hSwCNStwMVWX4+8moVsj/de6xeH6cd/+if/7f/22atXr/7HX//uq6++equzqj5e35jZKoVkeN57KlcArbW5AsBPi93d3f3pP/zJ1dXVVFce73NMqTi1S1Hv4I3Oc3FJyLKBB/6Oz0cdg/2XfTvJzpn8yMd3eIYLO/Ls547EIjvPesZUSO4qVbe3wMWtGNjHXU1x4IqSlrwbRtvA0uLaZdQAnDPnjS8H2ns/n0/TuBeWlojUfRFVnmvbDLsY+ZPlCFmhoJtHklHRu/Btbx3JBR9GTPdKPjLz6HZb/CostzGZ+2GPZNc+GLOfh0IZA95roqzlZ7v4VfCgjb81N+mEKexhMO9xwXF6A8cW6KSLHYL0T8/8h4u32K9LZP83+6zL3kiDJCQxci/m+7tFP4weFgkk2mYIerDn7v2ZkO3RooxRM4QIrnuSnny8BqW7AYioxdlOyHdX91xv7d+HHo8LeiEdvEbfCEHfV+kE99uhF6m0VtHRij0Ev5Hj5Gt6c3e6Cplp8Owo2/ebp0HVwpTRAne0qBAmIFHaaL7uxK8Ng1ujDwggFHhjR/mQmQQjkG1Vpsw3d3uccHqzFuJh9TbJJF7CGnF3o4uIJ8kNXKhbi+vtMAPo6Cui16O5mYTnSIaHk1Z5i5hcWJV0D1zxVlLuvkuWAIVBMMOo4R8QE9k1/N1r5Vwnel/Zs6K2PM9u7LU57o5ELl9KEPfg87JCDFb9QohwtWZm8NtWwcP1Uuur1+8jSWlmWhubPbu53ajMC0ystjrJFM5e3D/gtPuoYS+J8FprM49sb0ydqmb8MnpMe2u1AiY+yskwdp5SmjV0X1FENJQzzXMbOgCYsxQVwerS+6yomYOtemtNVFQ0vKhS5nm++uTF1au21tXcI4cJkpQsSrMe3BrLFP834NmzZ9++fnVzc3M6rirT4eBAJG29tRagVJIudEQZbMZehriJl+y9kvt5FNdCNnHv2WSmvBdhNXP4NUXJl2WuEDkc3r59qxHvBISyLMurV68WYAHAruRUSqAgugO930giMmuZtIj5Dz/7vDTGzLcWCHcbjdRChLXmVczhDVxqq1bdvahfX5UrPfy7f/fv3nz7TUF2Uk6oc57eTTorZLdPAED8sqQgty4AYF3XzjYeXrhXszfvjpiet9Yqc8ypSHZ8CiKSrSt7eppkpOHCEl+tNTf3RnoRu70uh9kPM6aJZvbuw7sSROyeuKJCKemA9c5RtamqGicIHYdp1hJBfFcVc4hjsqr0+vD6xRX/Dz//X83/+Oe//ebNV1999dvH49v3b9/JrKqU0lozr6UUVZ3n+fH+AcA//ukfvXz58oelApC2sFaAhZINLb2nGsnIcODv/GQ0oi/E/ldDzV/o0bFbztTb9xiF/V69N4Akme3l73fVch91Qr7v832X5T8zIb573yCFzh2ouwFnfDF4MVJbU1qO5CNdN55+zAyC5k1lim7d+7cDwSBJDVNjN87xviSHGRHCJ5Iqo/HrHon4ffbNxQSF5SdyUb1htnmSuU8ulhu5xJtl2dF+qa3dgzbhHC9g3UpzZyc63mdjsUXLgN7/3XfQ+YsXHN+Eya67314YoPup4FYSlCv75BpxdyNba+XJFoubhMM/Isph0/f0ArqdUM0s0qn7hejDUBIV7kyUobDAmcVAOWEuSfLnARbiLszpPfKd9dfo+yrL2vLUmGXRW0wZI8WF7H2nPZcdLe/yPkIz62TOUSRLki33rTVsRHUOB8SsiVRQ0uFPCKD3nojpYXkE6nekyrELgxozHP6i0mGjfaE7lRi7I+qdXC9mKQy+2KkMGjB3hzeS6kpn63F790xAu3N4GGNLmZlXqB5aWzsmJ4uoSzLDbcUpgUWYS2mt1Uw5mVuLYJmZkaI6BXHN2GI56JBCkZf10KBbIYV06pr9Xr94epp/iP4BmVwfpRvD2jvbK32z9jtwGJ2Z+3GE9znK5lcpACpKI6/LvBgebaW5V1+OC6dMfwWvDRl81RcHL9iGG1AbmouzKcGbw8HMHu10qsFmZ2Zm66LKBhdYo8tSxTESTL2KOQ4MVXNzY2d1hWXfRvVAX3SSPmm4Jqoa9aNkS9uYPNEpUni4ezbZaa2Pj/dYl2WBbo3s+mRu5mxGC9AoFPciqLU+Pj5+QJvnKyRHPGqtirUUiVjg2jyOaWzoVAGA0VRFQBjoUGa1FwJr3xPTnrYLe504SJmo6kXcVxp0mu+evanLCbZaViDWujaDOXtpaRHV0ZAImazZmDxVdRZOwufT4dCrFIsI3atBkIavma3rai5pHDtOVhuD2kc/fX6n8PV0+k+/+IWsq6yrtRNRYY2ADP0XLlPSP3vXOgY4k7kITz8k399/mK8Odh9npwF4eDwtK1pBM187qszcsq2Jbd90ATqW1YcoBAKvm1GNWXB3dZjK49VBQJZS3r1+W1jWzUMm6aoEmoDR1Zx09xYFUkFqI7AiQ4WYeQvEwyRSay04+Wn54q48L5/9F6UA+NtvX718+fLd4+PpdBqoo+fPn1/Nuq4rILQPWM8oP8KA2PRfdFMdp7w3DsHOfU35sDsp8SvhSD5kDd0THfYx0+pJtPj87DjOxdHTf370+++74dNfMfGyPENnhkn3xG0YZXhbnVBYNr0mjEGOFzBtR8NlRBA5VyUZWTPcE0Q2uo/2jZkc0mM/jRdvMQys/YogMXwAkOayg0GMCVz0Mx0PuhjquOfeXh9xwL2VtdcsJFXLvhPJfjOwk6GgO+ZmNuq1L55+8U/ZlRsOf2z/ysN4Cnk7btFfMIAKl1fuX/Ny0YGOU4xkdNojANagZsvazn3pA92BFI8DZjfa0Pmo6WaSzmaARlVrMEjEauY0sV+cpsQFkPrvPkHDeIq5atZEpNEBHCDsdMDYBQ5bUx9UHyH/A5BnSZ0MZ9YmZ+jR3b1lb7Bwz8/2/H6lzCw7iYp58vuOHXJGcz1eOPFyogDCmQlt6FnXTzdDp5AaJyW3hBvAEg8+HddD4qX6dgxHDd6aUWBmtCDI0uzUvu17qdUkJb7kBttto+F/9BnfUETK3sWTHuI+9IfZaSxbLlKUyucN00zaL6dltyuKxKZMCKTZrt8czrzVsYkjeGEGuo2QdX+FzkyRP+ffG0IwDswfhDKqsapNJJuUpdrN9fVyOiURrjf3dmoVhKi75hwqA17uY3VFM+TWWuOkUJEmpRQUNWNt04BO1/wsIV/dXaP/l3trzUrS+bt7GB9wM3gNKJpuXESgiIq1ZWxNuLTqDQ4pbsFICAgLC0mPehJSVYQClaL15YtnNzft22+/XaJbSXW3Fh3RMzUfXhGFDJYkD06Ppa5OmB/uH45XqofDAZOZVa9KUnhTyhw01yWcmYgXEohYIFNx8GmqKM5h1o4FLZqpqqcLaKWIUpaI5rrdzvNMPqxray0o8SJBGWVt2YCDIRPbbmNnaFlE7nj47MVnBzrdMJpxdAEXw6vWDF69Nm8tClzg1c29ifDmMF1dzV/96tffff3VD7SutnpbBaaMM2wIQC6JnjKTHQlTvjdctfgl7S0AnFZ3TkYxs0YvU/nyb18t3lO9vp0dZv3yaEl0eYT2x3ysSKgELSaKaZpEBCzH4/F43EjwJ2EhplkoBgOauW6YrbpaLfa4rG/ef1A7ffKJmOH2ttwcpsVqaw54L82KbEAT2EQ3sz988Qze7m6u/fpqyVR5RTvJApoJi4iIFul1zuHBd7EoyCXeFMteEOFc8X8fbXvooYuGWuNvn4igs8DG3rxAVwDYEknoXyYCbN/Sfkjmj1qZ7ObsMOMudGSf/4tBp7n2dOTuTqgP06/XVeCjejfn1nb3vDRb9zEw7FTd05kcIb4MsvYqR08zLhpvA5DohPU0ZRx3EBfvlEzdmYkWajxrcMLExUhX1ftb7bbKVp39dD7HWlxatHt9SozcBSgUcavDbxGQwRbTMcQjYzieGEUhW22NC1pzeHAZ+fnYrJeAXC4raUF0PNw/M7HtQaMK+2IeXNSywCgCWhIYHrKzhklU79B6b61hh6lSBKPNqne2Et9BC3q4JdS0mEH00pXKESZgaWf3705KYXjraxADGIzmIKPt32D1GzMWtmlGuzyClGU8bhcE67srI0Rp9pGbV9BaU2WEJgFsO/jJaR36RYq21RygEKYA3CIT4UTWUqgE6bMEk7G7m1uRYm21vruygCWShf3EbGnQLJ0xV2FzU1U7b8ttFpZpWms9hR9hsyfSJ6lV4EFOAfTIlvdOaGfJDg8Slggv9oKJeGwfL2NCsifJbu+FcdYBX9HICO6QaHvqm1ghd9ynvTvCthFdAr9MEWvYAoqS8GpLMP4IGEitZqIEF2+LR226hPvTCJnKUtfomb0XB+4uHbdJ0JoGVLy1djhczTq7V5GICco8z6FO3D2KA04nBN2Mu69AJVewAuwJX+9GhxkNYuKndSleVLUEmjgsGp3MTIpaxoox+qoA8ZaSvHQUAOp0T96qa07XN4f3x8fnd8/eHh/LJCc7xRbAMAUiz+4WVURhVsIy6fn+4bGBs7CaX8kNAdfWACm19L2SujhjC+buE1X67Q0GuihEspLXwzzKAJiPvPlgvXfA3IpwBp5dHdR5ao4JmKZ3y0lE2CahJuojHp4ORhSiOslCwHF3uLm+vv7RzaeTTqIWBsFuL3VvIYqvsyDfDDC32lptDXV98fLl1SRtefyP//Yv7g7X+PBB1xrWXqzjIYCN1tAJEbLWXhrgg0AkCuS5S8iGzCUJTt+9evfy7tnp8dHhqle///qXnuCIlD9JBuRJgJ0GBrlX5ANCHqKZHLA/AXAoFLcE0tr829/+dlmLowz6g4u7iQPNgm7dq6/H9d6q6vTrN9+8e3i8LnMp5frmcHNzU+aJNZ2rvZzpSjFmfpUsQ84OARIl64JShHQi6906+iBcAhNVlYKd/nj68a0H10fyYmPFx2f/5f4m++ufxpZ2ivnyb/N7EsDoyZvXD4KHM/vS/fyyrMA9i7pdWq77EY7aUo5fMWXgf/YzVBeQ+mWwY+4jNE9N54+amN/3lAvLdWc45lubWSLLYwV7qPpygXZPGDpcRDI6yL1FvlcW2tXmmfHRmgMiUX1cwi7w1kzVNw68JxvjbKU0qVUgPc2XXRDce3x9/9zx5T7tW2u1FnTgXXc3MLur+zzPffUT2DPmIaK8GRULqb1riYaz/hmxlG0/nriytRZZO3RGjlrXoO/GDuqTpTyU2uoYpqcZva2+O8wyvKqq3iWqiKwWVMPinlQbRXYjiT+JVpMEGdWMaK3VWoseCDoTT9Va86ThD5tPEY5XBy86K5hdg8OCj2CTY8ut90fn3AIoZYv4mq+UsXCRIdnSDtzZBiNd5p4HOcEA4T3FwaJAAm/vKnSHNXWW6GQTf5sm6tXVFYBmG6dfL6WmiCA5dZA2upnbfndGc8nibm3EXcgAX7N7LcHbshdq7u4UhJimUDi2flxGlZ7S7u3AaZad7BjLGWzBCjFrKf7aBpOMULaN5F//jK6RJOkYcFF31mp5jAMNltBTMbNhC4YhKCKGKiJWQ9kAEDcSWhG8hqIyfXj/XaurRS8tNIoXUToKRdG7JXqgm53YEA/u3sAiGr9VOr15tB6KZLZEwX+YfQUICkd479ZAUqK9i7mZu4b+Mwijkq6JQERDnHVAtKo6s8u4iIqbuzfmE1trRjGmvGzm7qYOEVlFSJZJplmf8/bx8XHdlfF3uWDDN2VPFsX/zezDutLs8dSub+fWVkallsCtBtHUNBW0KLgJcvrJ3eew/dzdY5IjeezSq0jNwziju6uI5c4hgJqNyNyBK5GpFHW/4UzO7g4vbWjbYQABAABJREFUDyuvbg/39/drsiEaPJGnag5ghhzmw3wQAD+4eXl9fT0ZSY94hmWeIINmsSeXVqtbdavwiLbWlsb63dXh+c119fYf/+oXp4cP4o0w9JB5TyGBpCcGb2tIQNlOHLD9BJpE6+ph43L+n//sL37w6dXz589/8uOX5v7+wwpOKaejdZJJBOwtvCUgQux7LFNWGXWLC513t5uGqjqBDk7/6Ve/f3/vq7XqJq5R4VhKiVQOUojnJiEJSGtY1/Lhw2OZ8PrDh0edDofD/ePx+eqHwyF6bk7TJLNcXV31HPsT2yhKg5lfuntE0xPkHiIu9rJwmAh7iD37zkeXA3u7JAXCWYBrO7/4/k8YTMCGqtqbhnt9v3+d/ZDGby8AXhcXjxffX7D9M7FZsbfa04svzNm98+A7XNfewApOr9EV4GJU+BjWDd0E9F30KMbk+/AOEBJyLNDltO5eMDclOahe4tNamySYClLCDwTV0088IttgZDO0OG5jOIio3t7Gaq0dDoend8uoWA/9juKD7PObbgdV1VoC3dw8utyGCQLCumFHO+tWvy13UjtGi6ueRCqxbTYrJP4pCmthjsf3bmYmpqLZk+E8eIxu9rmlsTWuydCi57naLcdmMvbEpavS1tqBwQN2n2+2H6S7D3p5CkcLFtHAC6Dtquj6JyAu+2XMkZIZJpCuAlprLMqi+bpIejXrTViEdECas3eg2Fn846zFCCNjZrSxa7fZA7y1Shb39rSxYd7KKgCiECzTtK5rbM1qodA1pXBoMMhAxu9eX9xRw+kVrtboKtRmC4DSAkERVTw0CsOwTfm3g7gBYUwEVDOKsjQBvIShIeHYPdZCZMwqt1maj46ojd6kEnaHf0gNdzfv5QJdTxUHN3Ra61awWV2DjwNpGqZg3J/inlBLX59xdMnRIzzwE7FqqprcPyma0xwcYw6rNGCSTniH/MRzq0ocSK/tx5++/PLLL93crZJ+e3sdmyOCExrHM3stGkCBpiryNASL+0wCZlbNwkYMm0/Z43xL46nCGIo6ivhlhJfg4uYrXFVbCFIx6BlwcK9vvk9TCYsB0a0NDH4yc/fVQM8bKuTmxbPr2tb6WKyMuGOY+2NbsnuQISC8Asrm7fHx8c26mvKTZ1d3d3d081abL2vzCXNrmKRXlveNHpBh1vR9Ik80fG8zC57J+AWdYXSG2RfpqJoyHUopQBMo5Xg8lrvru1mXxmcqJ6sPDw9XV7e1VhSIiD8eX7x4cQUD8OzmFoCApb+S+5lOMrPm1nIarMKsl9lH5qXV5mbPb6/F1/fv77/55psJDfWEZmjWvDldFGZRyumJEKaSNGkOD1bFBMoa0RNVPC/pMLNXHx5Jvn77Fvjq2V/qNE1v3x5Vb7xFkreOK1O0JZIGJK3XRWIzg+iOSN+Mp6iqUd/dP7Ym7qfv3j6YsTVabyMROsyI6PmIzmFpZkIBUd3cWj0+zl4el9UmezwuInJ/Wqy229vbu2c31+Dp8UHey83V9eFwUDeSra0iU8gitGhFA4SA5F4rgJ5hbwnkozuhwvJUKG1HQKRHMi4Nr7x4F9Dam0Fxvmzr6Nr/qqc4ea6gLo7eXu9uZtz5BXtzcBvPx97i4pp+i4xgffzPxbMFRW8C22N9+3rP7VkRt97fahiLZmeVCmPYHpb3ubm5V6u5czyMizPbdBh5T+fNzFQ1aJ+DMOjiBS8Gf/bb3qNis2DCR4lGLImNDrCL7SJqUw/qZCaqR8h2WM9Mn51NMnq8Y/gV8Uqj01WW3PWb1FrLdIjzEi7ExcZ7aprs52p/ivvUBZQ+Xs0xirfOd2CYnuzAsrHCMcPbzKf2N3cb+NexTCwJr0enHIt375o0YTPh3o97xg+W7VutbVQvm0Wb9aK5QbfqjUGYEgIaY8NYWjgiEi1SL8LtJKHiSCqboECPgsKxfGYm0hw16ezSptq9705cRNu0vR+SP7tulzULsmnsjhIZjdXSvhkeUUZPfDtNY3WyO0gUyTX0em4zF1prCd3t1SvhDHdXJC1ZonTq5wAtDlDzdoazVNuhKnEY4sBHKFIQVNo2liHzLh09g3HaXTxz5MSulW3bWkMhp0ACVRMGa5HeqgWJ8iFd8lkd6BGvIL3J6eavOWAuZIDiw+8RKjPtdXZKxx4C0DiRfA89zAdTAUq1k6E3Xbam8GotGviSbGgikvAQh6p0lAAxIufeipKwVptrcXdKGVvEjes6NDRaFtowM2mQutZSZouynC24HSlPigj71ifzofslaD0MB8BoRjgEQtBUZK6t1mpwa82dqrpCoHIo+uzTl6evvpOia9s9d+OxSlkcZzMKcsVlXVrT6cPD8eXzm9NaS5HC8rA8zJgFWkpRJpEpElqPRIwpgQ7gmzRsPgAl6AbFu7p1Ct0t9FaZJLApESYxcwUcdoBM8zwDdZJTEZ/F/Qp3d1L0dDrpPLn79FLneZa1Ykh3Urp15SO12WsU4/itVoNRaQQDDFZrFffbm+vD4SAi3/3299/99vc/EkOr1asxeNJVTUkSlWSvIhGQAlHVKcmVgu19pyyf9DyNOtxJJpLvFrTH1UUbaNIM5m1HEht/KMGw6EzKsU1IjfCSh6gPjeyNZHW0ZTXT169ftxpowugOntaeqhLsTXYymugjY9IFZf6ztlIKsT6cllnLaa0fHh5ba59+dldKebx/UNWbwzzP87qu8zzH/S26f8aZVQIoKMHShxEm3yn6ISh3+jIinXsQyKXuHP90z8rKIXP31zw1R7a/2lOcDDORIwL3n/l4/zy19j4ywu8f/xjk2DkXD3p6PXZFD3sLY1TLjY+ds/WOxR1+gp8H8/4Oe2W89PeN6mIeWmviKPsHcSzTxws14iO7qHnovh5cUZwPbEC9AUScS3b3tPMQVL8l8NT87WzINuqGeuvOQUE3Bj9NU2exje7wHQGFNGqQauLyzD4txBklO9uhi6FawhbHpIuDlJqQX9/0FHoZSh/EkHK7p5wtmXSq/L0NGmmRMOtJmqWFYGkhSfcc+moa3XsvrgjWeiRKwyjyvmQedaAlAJjcKmkyKhn9wc2JgYpoJEt058oNtzlvDd6jgOjIRcXu+PQhbLDyDYrqOuZ8rAvJoDHyEUntoaVcCyTb57DRa62lFIXDDW3UtrChTmVSoNa62XJAiVRpQ4sEbDCDYXSpSnIHUZVaMRIuBk+84IXnClMVRAIxptnjP2mtUS0rXsyjRWFmvKRPekZb+7Q6omyWJL23cIAHZN6qeIaOGQUxBpNNwu4zHTmrIxuV/7bLciTpRU9DGcR2lY6IF9n6fBPpl1MTsWlmb/TG3R99alacUuby6sN3VYTIZnw9xpmZr/BOKGF0roiWce6EAra0hY3OIkUPhcfjqdXCUqK+bA3HwttaT/QmMJgLGLEfZ2nuaMk/jJ6YuBBtZsadHByiYZzAJIgJHiywUXwqALhGG4Z4heruzWnNwrQ6NW+iLz/95OHhAY91Xdfw0yzoi6cwqrfSSMmTabAWntO7Dw8vXkwo1cympq01n4qjhNs4S6TnAM9z30up0nYAs4MLwZIeV6IRu94OH4KqRcTypUuptUoRg7hQW/OiJeqXkTv36uq6uYEoomw2UlHuHjQEcaWHHRtGsxk7sKa6WddVae6a05y0Z7fXIvKb3/zm29/+9kbVlvfiJ1oTN1JFSrjfErThmgA26fV6owN15DtIrusqEq4mU/1kiqQn93OJm7k6SgpqXhoZUbAVRJ0JuM4ruQOXnG2tWusjBMCjLWuTMOgb6BQSqpL1bsIWqBofzbrCcCfA1lx6EVVrLM3pTVVbAcmlmap+9+3bUsrN9eTu9abi/qEElFswz/OwhAAUzFswI5Mj6OqK4nH2e0cKd1IJ+jkdR0i5OE/jy65SktL8o9bDXtXZuQX29LILvXj2txkUicIdQRjQvjkVTx/9d1t4Hx3G/uJhdY3/P2GM+kicbK/pN/33PZ9xHAwXhlEqVHliKQ7Ve/GUi5GPDSCdVilbevTj0CND/QirpnDOiuPdYPY/9H4SEoC6XZGsqgLm3ijah5RydT+8EbXC+aI00B0aoCAZyjCntJ6WUorrFiYPl4akwXpYrq+UZ/DHGkZQI81uOWtNsTsmIUw2is3zGY6zaWYeURzINnU7MyCd+TBHACF7hDU/O0OQ6sDoHDtmI7HIrpLNdiEBpwFIJsbOqKrGS5vSUc1NMAFA930BRDdz6cTXY8OEse7ZfLKOF5EkGLKs9nCHlIF8DTbHtIOjaQXjTekeBEZG386FO4AzzCJct22VyVDgSQWeBrOGGREh6ui0RpIQFqHt2slGAtDTtmmku7cR7yxQMbMwnCi0XrwRmnjsCPeI54c6B1s2cBw79elhTi/kPAwbW4qU3oIdGAlWZMAJSGZYT9zlJm6iwY6E8qH23cPc4QHW883jiaX19JBknDrH1hpof1YDLdFVtsTshSU3XiqsxjNx1gzAghsQr/myWTvi2jBXUCmHoishbuLWaIeradJChyhEAVJUDeZwaDGAvqufQWu2BgOLEas1+hoMUO7u0gNz1sJYVLYRY5VmkN5/0w1uEgZS6Lw2YuBnnrTL5j56z4YAcDOKdNrJUNVmZDWA6uKgVDMCkxd3OFzL7ArFNDcxs9WCjcXNreM/cuHYQ9YEzdAMx9Pq3qbD9YuiBMPofDgdy2HOKIC5ClVRq5lAotbT3GlaKOFo9UwRiSKonk3Eo89gxKS7BdwF7vjGDfBJCZCNjd6ibIgIM122csI4WiAlaNR73AtIqiMzrw5bWRes5tWyiYUHa2PIoBcvbg6zvPru22+//fr4/tWEar44VvPFUaMDNdvEAYESJ6lwVbW6ikgJNs12Gmc24gFBIpWA6H1eJma/uRmCpttqUs8/Vc9+Hr/3J0e+IyFTGrQWexKds1r2RVWqOmuZRKM7nKf5eCZAdoIlptcCHqDOapWkiAHrpCzFTu1EcnFvrV1N8+qiYnh4vL29jrtN00RnVG6QHAtNsnsc2t+C+4+fqT1hz2xc2BZPxx9Se7dPvjftePEZ55E9w+C2K3rYpRcdkY0BhWrJQrAfRYh5s/SE9z02fIvhbb0oPIO4H7FBu2q0j37fm6R18jYi8UxyRs80zJTx58Nd+bvNUEvxvHu1c9Uz7rCXaeP/w1EfOeV9k8yn1irOt3f+Nn2DDcUV2d2webgBE9OP7XewvhTj//sUpLm719ZxjQgUbEtcNUnxkOrm0zS5t2pVXWtt+xR5n4q9eapJwwY31GGK9T2/aTRH7Kh4R+7swG25Q+qGGNkzJIeybMFqxG2uwlwsZQbQ+9L1G5G+W6b4f8Cqw+wzCS+LBuhuU4Q+ykiUn0mbPkJyB7MzNgCF4mYRmilTNNXN8ohRZmrJezDKh8cmD+MUgPRilO1cI2wMTmTo1ejkq8nDtzN7FFRRs9qVzAhzFO+FdzEh3eUlyCBC7oWwO2dGDJFYpYi6IzuQ7YV2IWxdInIpVHQ2xN6ihMGTw+hmCdAj4tLlo1kwngq6yxWFPwjswNC50ec3maIjpRjdGD25tYchmGJiW8v9ou4P3v76NF+6HdwFGvsL6zBihv8kIrCtt29/nsA7gGsz802VrbUo48C23QdbxOUn4KjB1/22fAbgnd4Z7YhSWTTciHWZhQ/xag11tZKwcSE0YJUqFLJQyDRuHKjW1AXQtVURuZ7mVpZ7q9Z7SLc16a/ZqvtgosnzXzKaHH3KDPQgqIz82TxPp9MpC1POeDPTgwJQkh+QtdYgCvYGgVKF5GoE6YmADG9nITsJjhKqkx0+eXn99vTqdDSRILWhu7uxuQ+Q+K52jK35h9PjNE2cDitwOq5XV1poXtcVJ0ertpKsTCXs3VHvueJNuChdJK+jo0im5+cenzA3c8CD0TmJPemmRGjO5nT3Sb0I1xax7diHHmdTtWeVU6GOmgYbdlEE/Wqtx1prtcUIaEWzcKFAAIfDoczT2/fvfvOrX1qtky9WT6yVNVfWKWU+HHzyGC0wKUkKGkkrhaRk46x5HCW3NLlif5PETvumEGdYfuJ+5szszpHvq8zipIZIHqQMOy27RQsynQqYB1moxxMj2XoOsk4Hen9Iz4eRplj0CzfCWpTFCUhr8CNI1vVRVZfTw8NxOVxpKeXD6dHdr6+vp2m6mWWapkmLCCOrE4mzwQBwMaRxxruowT4qs7vgTFidyZl4Z3FuKaZ47EeqKC7+8PwZCSwB+RT93MXU9mjvVL1PTbe9PXTxkO7zSGrlbL017gmSJhkd2EPoxvj3KieMUesAxVTO4Z/0J0bT0rKVeW7hvac3d8+64MwAAoHNiD5pjt5Iahz/UlpLZtrgfjJY6K/pnORvfPa6fLzIGEmvllBznLOyiJlpJn+7Sj+f5CfeUf9YDDpzmsOcGgE2YNM8G3zCn8bntslP9vzOD+duIqW1luhebjq0pxRDu8XBpll7CiSIvz1Lvu/0cq6ROdytExpvM0wD2aqjl+bsJ39YqzF3HvExZCVluoLmJKN1cIKjOpXSbnpjZrYzuN+NYDLyb8jIHsdxd0gLH7+1Rqd08yhFbVhoIS8Tv5iiSUQ6GENGg2nfserGAKLMJb9qliElh9H6XO586V1EUHvyMDaG7ICfFKNkUMN3zkyHRcSXW6I8gpSl990CPDrSi9FEhFH3eu5IkbTqHi2bYtyZ2XSgwYxGwhP9lvWJDUApxcyCDDvKeChTrKY1Q5YYbsfsHHQ5nBLviLpNFkTDnOB169f4bsNJMBFqxDnTUWOjZxAI4yEGWMItc4/EAZf9zs4l63x7cdSPuHP3V3zm7o9+ZW6NUmSaBUL/9Pb29evXGnUTzZbjqdYaySbrMW7rzXDMIgxMV3AgMrwBeD7fcqrLekTzKi2sjuBxE3fxBu8eRHqHMSEtEtRh2hBIZeMqTEdUG0WYRSq+WVFRkSHmDGO0MwXKzk2HFop7DWxWIRn04tFKZRK6+xdffA7YurbHx8dKr7VG5DY26B7rE+GQpRkLToudFpu8TleUhHbVx8f7+XAHhCAbLbR30lcSfkFCNCJhcEfypXXrEKPyLvebxY4ZojME9yQEWN3MfKaQDBNwV9HpvSUkPNrQsZfkdo6d1qzCF2unZrXZCgyu+cDFUfz27noq5T/97lfS/MPrt8/qSdtS2traaj3jKyKHKwXAFkFBkFTOZlaCj02DIWzy3uG+x8vNZUtvbXN1hpOTTtToIsUsatXjFKS389R6iCvEYifsf9kbCWwkYSFAEjIhIi7cAk7R1xKbar+A/oynu9NsZAAiS65ikEKS5r7WKiJrtePJRWQ+FFVt7fHqytfT/fPnz9flJCKHq6mUwqZuwfyc53uzV7bAT5zRs8DepWHXWeVkC/Pswki9Tdb+zmfa6EzEfcRq3H8ufrVTljZG8lR/xCfs1rrT1m5gkud0ioadqh4v8vS5H/3m4tEIpLV8/F1sMMD5WRr3zNbZvWYM52IT5p/smGh64E6ysfYIrdFSc+EjE/j0WeNdhsoc35D0cduO3+jLLWYD2bUZIqS25qqdoCASO5YZQX3iAKQzM94lHFJLb9w7mqLbCl102X7ACmzBKu6ieruPeCDLVTN48TSueWYAbCO8WH2eBcbOXsS7Hh32QL9/Gzq9G6ySLlJ//VERMgYWnTa6JGf0Z4gV6Wd4CwWPyO7ZTZg1mECW4urO5TACpIzcd5Jj05ImtwGDz2+Q3uftsSWm9zjglJ/Bd2Fs4fYg8FsAk0cvLCuAqEndOsJMNgRLhFeCFMyN2HGRprdg4bSUmMJWT9mKzh3uhdUmkah2DrPVZVLVVrOrkqq6VRKwSoevniqWSU+ak2gO9sBgP8z9hCYnX+Sfe+pn7wAJwL53w+fgOGx9uG3bQw7P9m+GJy1ZkmMvn+gkEie084zjYRF6leDW2XVKaOuWEbdelR2RzrXV8MkAac0bi6p+mL9Y1/U4Xbu7VdbmqzibXQEAPv/k5dtX33VzlqT2BkTu2c5FpqBCAc3cYW6OXovaopZBqODVNM91ba2tbGYGSim6rtVaE9i6nFZJGh0SsmtlqIAnBf5ZDEAc5hZSMTowpujcHfvY7kBxoGPdACRiyYKKn1OrtXkTIT0KJjw6+pmZ0T797OX71+/r6Sii6DUcdn6S2aPxCGIk1/fv7svd4epaZW6wVlgDhLFDLnvQGRgyGJE004RID0tFXZX27hP9tYISIBiKqouZtcQ9xJ8IRweUFhXonjuCSCqEMH93UKGkwYwDIdE2qJnbqdVTXVd4Y0qjWP+1VXd/dj25t++++vZ0/wFv3urxhFZpTWCClPEI0SnDjEZvBOEiEGZtl8pmWKiqZSasuZnKITSCRGGde0+2aldLMk7fUDbdEt6UH5Jnf5NGEcsZwMW92hgnfWyo8FNLKUM4DkWy3wljnXZycxc92lHAxONWwxCjtBYcQzSvDlWfpslghafj6bvnz15Mk9iplUagzfNs9FI0dwrdPdnagiiSHT/2ffbNhTWwf4XxTeyrIRWxk35PzeiRBd4ueNq7Nn1XTV2/WTZn0/50wIgYCXfW9veYbuMT7no+sTGyftHMaj8D3iMx8c9qQXK+Q/XsWBu3kfTgxNhystO+4xNg9tH0ICxU9tgLbBex65NmW2+kmJQ4w1ZK2Q7sk3KNi9TwxZT+3Z/tD/PafXeQSnJdq6qKqpu1wN5BorQoV0/Fst4WojsGubQgAPP9RNVaieCQZx+Ch0vuXap/dIQiExzmEYOXwaxuDSKlY07CCItJztwxerq2hh+YxnoaTxczuV9H9vZl8bOq1upmLbJJ+xRzMgwGUUv2+gw5xtBAY2WGNQ0g2u4F8m/fQdtFPBSreyjxcAkiuvx0BRO11ytRxn4OLSoKS16O/G3I4SIBbBy59XybPJxx/AlHNhTeJw+VkmjvLnMmDzFkac+J0zXG7Om5uKBFRa2qWDa3LGRknHLYtXpWGHiAAqxEbZ2WgLCImQVwLJM15g5jyCATaZx0NrPA16oWN8/ctrEn2XI5Q0a40h2ndhIRDrQWkT610InmJkzAgmdbrdjBMk5msu51Y7CfIgdaa43ZMiRDdqoazYwRMWQPnCLdkyZxL47z/iq7e257VHbmaaAAE0JmJOW9vxSTN7gxtaazmVW2Sri30+lxWW6vr68DJmwsRikUW2t/EACoo4AziWxd6kpR0ejfHDl3a0ARMR50vp7WFSukLbVChW4scmorEqmj4plUNVqQxYxDHm8b3lkKO1VQ4AgydPctIbJTrkJSolVaJpYAJNajuTo8xLsH17C4mauLQyosOkCXafrRD4qifqhmVpew+RzjUJ0/0c2sCR+XdT7pdcOhmTtWrvfH+9urZyKJ7Si9YoN94KWA7PABR0Q3/ZKHEQAeFm+tNRMzW9NaifSHAFBBYi3hsYsyAR39HIW1tl3yIuCIDo+a9vCcoqJb3JPd1Kz2t7Qo3FClarmZlfAP37w6vXmvx3vUhW7s8d+cEy1GApMDImu8cmzXMNw3/dQ7KOxsi52WZYZPYpJtXc3goi7NhYKy3//YSe0n1lj0/M5+mnzS4dW7xuhniuOTsdW8XVSBE0jKy5FNYg8v7WP/e3ka9GkxS2vbFE9It/gvIubezNY6ic6zPj4utXpRnSaIiFubZ3VrwcgrWbCVxWoRjhzj+T6tz13MO8SW77JXjoYn2w9dG7D78vub789CzHCsRqbdQFKsfy0fu/mT9br8/n/h53JUPCtYGXMSTvjf/QmiXd9l8WJXXIjc7xsGyewRAsTyptHbhSmp4T/Hfgv76OzPd2P+vnnYS/t4IsC/uxfw2fjT6NxDIM4eNNIaMQ8qkXvZ5iSdlp7CHnPipg7X4kCacQ5QxT3V6lBqvjepswVEDeszgFjjZAESmacodI1daglZ82GExd1GUzURac3Gb1trkqEZMmpXd0wuW4hRfChgAM2stkDF6B5fiH6CAnuyVaw8+VjicVK7DZcnDLsxAwPSt10Zsbi2s/ZcewFb15WM11ezLZPpDjH1Btcd6jQjhWZMYjjthRpw33ciSdEPbZ7xYBc42OBFNfI2bVl1nvdQGQs/NNiFz9pPnO0okhosLdYIqM6hdBgpp6wWRbHkRqETUZOSr500yDQzcTqoUBo9Oo8Eti/o3lxBWBC0BU8kg3XYPOoTyRE9wgi7ECCDq4/eogyFFCNExVojty6o8e7YWdxdmyR2MSlaIjlIswTwZ2iQRnGUqazrGlDWXpQ+EAmbc9Ja66W+W/XlmFxGaNe98maapvd8YWYPrqBWqFOmqYiUh/Xk7murkzWdp+O6VC+rOYEPHz7Af+BmNFUopYImUACRkFVCk0vO6Q0GsLW6NDmIyI3owuYEpZwAd28Ifmmbihgc3iJ+acPIA0ATwOwMrbz/uHtkHHq09dIIM2Z2ZlsCSHKRC92EOglWDxoXSnWjY20kqTSKCvnsxYvl/X2tda21rqvsJO9e0EdcU7i+f39U+PXNcWr19vY2giQPDw8AqFNhodI5WtMgDMGIY1qvPUrx2yKC6LXWU+OyLA9eRMqpGSCrRaJ547G7vZmFmIW1tomiBBg+DEQkdrX62Z4EGE3eHtHcfTW05iY8rstasazuwmFRV68kZ28v7u7u1H//+9+vbz98+Pq723KyWjsNaWp7eJYUIDpAuDIOVXeEXAnSUQHouW+a+rgjuswKSRZtrQkdLt7cWnBmR2O3ywB81xkj5RGpw7Pw1WaYpj0bEjIrV8ZlqvHfbgfu6nN7nfV2n73Nl3fO1AJ2IxR3hqV+gQ3wHeO3mRGCZhUVkRPOGApb83metUhrKCU3fvT4Ac6CT/nQxCUzXwthu3c9HbJj5/3GSg4bNMy7C8sm/mE7u2TbAO7OrTeJxx7iZmyPNO5mrOzvvFP/iUwaz/uez8XYztKC59+McQ4luRvD5TNS/XOXdH6izWNNRyXH9r3Q0Quoz0fIXRHA09e/eK+949cjgcEO+70fd8+6/91V3N0BHdfkZskfxs3i2Q9sCNWtoHB3QuOysdu9R77zrwLHeT5QkRDCxt2pB0wksiWbrxJXhrW3h82FqAlj7un+GcAM1ZD8GZdS1dAmTyeuUAKYvvtu4+zYUdsgMpUcoZ0eS2vB1tbDAWMGLpY4LnH3tMwD4IEQBnnZfm73f75/xySHAjIyGonm1ms8z52xvKEpd/JVJEs6Ii9k1gCP6reA61kXAXlwJMV2x/JKa649c9LiWpIoTB4MQIOA+OPJhODeZZhfG3FyuusNhKjRoVJYAIfTmjVQDV6mLYDvvedEiPRlWSI3zN40upTibR1bue3t+t6eZa8PgOBZRUSM3BsloFjWt7iP7G3c6hzbl8ZsiFGSLfzbrZHB8EUSDllrFWSzkP1t9/LR3ekqoAUXEaU5zHf5l955290Ns8PfyYtJpkdeG2xl8ah5JBrRHLU5gA8Px+lwzWmqcJfSIMW5nNZJQmGghjXhXH1L0u/1qFqEJx6V87peHQ6H28PVRFnqvU56qq3WeqpoUXCkk9Vl6Mht8O5ENDTfH8IIh4hZs8xTuruV3gF6Nxi6O5tJ4laSuZ55bjX2T+SHa60Z9ieCaZqkmsDkJM7D9XxaSX54/847EQt2x2l/Js2rFqltCWugCxcBzKy6CCAuBQljgGKEiuJWKIQZVCFEI1trD6vVWhcvq+GhudnaIuTrdGQvO4OZ25WtBYcikCKsVVk8oncUOBD5rGwHnhTc7g5mkKm1Vp3m9nBcmtnRlpMt1h2G1hooAF+8uCH97dffvfvm1f2r7yZrOD2qO73Jzk6K8cVcAnDRUIkAgDp2TjQCV5C99KefhZ2G1uIARcng55aJMGKubFijDmK4hvtjq6qrJcfj/jN2mUK8p6rx5CNBvAeddY4YBHrsubVGuexzum3d70+knv9WAPGN1ngjV2utFQqaOegWtJ4eStdNzKxMbu4FJZJBQ92WwrND9P0Z2/5lGLJb0i3GmbwSu4vlXHVd/BzPsiRu/f4QxzCI41jKFk86WwKKfUxP7K/plYCbHTbY1C7vye3PP7o03mNj5OU1CYHvAeMO3nVzE+3By674c2Dn1bsuNHPdxQWHlTAk1ZNdgdHbPW7hWfLRwYLcL5ZdTNEeUChn5SOXu8KTiVd6kJj7CN/5OLc7P91UMbBCYWYOoyHYmeF+9jPUBznIuaMefo6IkEqmGTo+IU/CuBJJK2kfJ2Pv6DUMpH5gV6BnPbF9v/852iRiv3n+cxHW8c1UitnGXeXe6293ifj8flfEcI4Fj8CeYidJLo7G3o8NiTesae9m4njgmNieRcx97u7mK8n0b00AqEvYA2OJc7Yt2FKy9oIe2D0PXLJm9+0pE8XoBfQSEdCkOvbOsgtTjzSxi+w3TxRUPQFFRMOFMpDdJD04gPpuEBHYFqlv7lJK1lOkmvRaq4iaD0LpPe5ks6wDdp5Nf3fFPsFXDqqdS49cjLAWBeu6Zu1SdJJggTsiZBi1Y4im0hkkMLhocbPR/9Q9HbFgKEFH5sV2EdVoyZWw5tAJ2Zk8SGC27rFHvHT4++kTACcpBjNXd28oABptseqitVarvroU189ffHb/qo76amFWbLTmiwKOU12vrq6y1R8RlJU7UdJOp0f1G4jcTGXWMplGi7PV/GQOsjlra4TAob3ZTg9BpJQJXY6MqDcAEVTn+bQPwdSVRBIr7HzQxuwDh8gUhAI3iR5ejMlzoBrDHKSty2qqen13O9V6/e7D3eHmeDxG6VSYj2QsIYAgqTYAS6sPp+NzTlZc1b22ZTkeDlNs6wCYaUEpYIUGTpNx/qGEKszdHA9rM7OjsTkfV2sNx9pyqwTqUSTo+maReS4HPxapdwfe3emvf73IVoLn7i4OIYwyQhExRWHCZps7b83aCqve1lrNvTUTkaVF47v2/Pnz5m05LR++/fr3v/tbffhQbFVbAESfXCZBgQdvAknoNQCiUgRYc3ElsT6R2hMayVkzVKWaZTQhxUpfzVhfMxOhiKiylIDLZusn99ZziZuIfAquQpc1wo2Ao09IKhWRQEOKThOL9pOHMSq6WoPsOBjcpAeNALadKI+W2GcbG+eKMwi5A5+0aejcupvOa61Ri7uvjQYsp+VwOKBWEVHFagafOkgOqmINGTJJU0aHUt8PgxQ3MLVsRNMi5fU9aUEPPlHbK8VtVh2kWI++MDyKlMpbJH4/mRcTcmGUfNRKS5PxY6bl0z/Z/1NE0BKMMmzKTvMh+z+5UPBhEAg6521LBr6PmAIZ2RoyKXIXvSgvo+axVSLLNCxXDl27Hy2Q2C8ZzPwj2uej5OvsD7tSe4KhPLc78aTWZETynoIF3X1ds6n6yPOiFwQYbWM/qdEUQN28pWrWHnjyi7T1iIwOq6hFukzOAnjj4ovtgV0cxOAyFTTbYc6wLIvqtJuTuDhudXYWrJMBtbOYsuTsOyKHN4gOOQzSeFz3Lc0MGo1zbD/OcVjE4WZwyJPU+8Xq9A3lQqbl0/chYNaBCpugY/T5IACvbQP2eMn9YmbOzLB72mQNEE3607hMSXjscQDWK1HoLrXWKLMbQ93vPXcX36iYu1aOWa0AEIpyVE+jy5N+HlW1Zld0ACgBGGTacAZ38wUEXISM9E3ErkSjAxsM1qy5OyPDHWvcW9Pu59rd1VVMBIgQYsfZiBnM0MxLKV0UiicCA+S2L83S+hxrlnPRw4wXZWVjz7D7fJYQq+ZwpwbtgFLMa+hwJtsLJRt6Ar3hxz6+eMKNiLyWT939gTNJc3VIE7ijOsyskeRUGFQUh3oib6a7u5d8/XUS/JG//OWvf/rTn+ZprDAFC93do2Ed3T1CpVitqSoiUAx/PB2veF1Ub8vhWI+EtrpU28nCnmqIVj9DBu03UMbwJeGiImK1Ddt3v3yW+PHgX9wSEH3zYdQfuSRxj0ECZhOx6BVxqBgEtoRfUfRw9ZMf/fDVq1crRZTVNrbxMyFr7tao5fHDvV19sjb7/1P257+ybUl6GPZ9sdbOPMOd3lhTV3eR3Wx2SxTVFE3JECEZliXDEgxJFuBBsGz/dYYpAvIAWL/IImxJsAVLItnsoaauqn7vVdWb77vTGTL3XhHhHyLW2jvz3CLlxMN55+bJ3HvtNcT4xRclSJK83d3fTGUXlc4iFNUiJcyA2PmVmCqEMMPc7Hg8Hm3nzkPDslhDMbCKk6y1iEgx2+2mq7KUIo93Syl+OfmjR3X/BI+u8bOfH6tKmfYOFNYxCTXPzhqUdsLc1a2ZzuZqftBFTQ/LDABcUyS7/W6/3/vx9TfPv3rz1Rfz4e6xLfBWwqGyTpoq7AxBjUTJZnoToj4DcKiUwgRZCzrOKyVAYH7NSW9RoiSZ6CylQA0UjSzMJNXrPK/EpO5brFUMP7kSuMmWoiehJKI1nYYmTjQptQrJoi5g9I+GlB5gXo8zgEiC9OhIqL14XwbbToCyR+vTobe6diR64lFMBOJbIq8Ng11wMUo0RQylKDCzBaBbECT5sjhQay1IxKpkDI/sDxkVzQCictu7Cd6tn1EQc/LKObSVNDRKCoZaHOI91niYU//015lxxo4DC1n9z/z6qHUl2WvM9eFlvTuEJ5aZd7RsLh7C2rUHX5e1XfIa6MoBnLoTXekGRsgoYvQsnyK8hdwYsJy3G7veGWr63zr8DQjjhpuvbAd2YiZmmizWfT0U3PpDJEW0RwRJWg+ubzn/zuxIbqjLs+TldLfEFNVakwd3bWuxvmqtvg2nQce6d+CTPmRDRGL7wC7T0LGYaaJx3ecZ53HQTziB+0g22fxe7WuGKXAoEQnrHzsbfwJ40vjOv7pZZjUDRevJS4Jh0rnXUkBTTbFmru5urTeX98xPdvspJbaZaTSBdDXVkKUAisgcVk3EeeiA9lFnNCkwMwBM4pPVNoebvZ6XxgBGUwq0jYdNnKt7AWcYASGnaepcE+cB9a3/M6Qu+qncbLo1YW1Z48cufxj7ShxGc0cNF7bQ5mXJkFaP3ISUE5FlWSJ5RxKbpRoDcncJcy0r/iLqZklfwagDsuJOz3jD0HwASplUtfftiA299aU44AXd/Io42YoyjOdztVF91q3BmKnNAU7Ipp+Zp6nDuMa0o5FIPK5hAvCyvk/yhVy5+4K9UAxubhrGiSG9VIoIjW5NdV6wm7/1rQ9+9PGvLyY5BAM7fZ4PpU5CqeICy8oVNSllNFlyh2pBoqXY6O6+aCtTvZJdMa93c42OEGBDI5lw0exwH6ujZ1IGm6RtifR9MuShuTlWrEBIH6IjRPpERfIoKkOts7sVKZqUjSW4DAmGeaFOeJbhFPNK1oLHT653pd7e3gKmDnsb4oekq1nT17d3z6Ydm+6kiKk1zPPh8nIvkP2E3VKgmbqdAJFwThCB4Jvb2cyt+tKWZuJEdIpkIYAPriZVfedC33lnenY1PX6Mdy4uCAATgAXBjLOoitQdmYTM3b20FLD90C/my9LeGNVgZq21RX1ZlFHy4jAzc9Ra33365Hg8LDe3n//q13effr7f712PdOtp7uA3AkkXCosuLbH6IsUnd2fUALpXKaSYWcGqpKMUusiuyw4GIrZEy5Aw6VoW901SvOaKz/Pc6Vs5dHPslmmTmjRnkZKo3DiVCUwJeRNNk6XWmjZi9d1+P01Tl7+5H89yduPVMRTrZsBZGO/Bbjl7J83Wrro2Sne1EjTsdZBgddEGVIiwOdi5JdvSRO0yqbbPoz5bfNtvGp4my1TAlUaOlg9NXt/ElsYThX1zbmBtvjj+tFUb4wNn3+rK+CSH/taLn5kmZ58cMiQ5TTcuOsWjVG6FjY8039vGf/YK36FHWQJWHuU1iDrfFN4AOvBmDPV83jY3orlweEJRMDHlYeva5OypxycTtpvXXC/rpx/bGFIr6pTdO8LbWOi2L+2RWxEhYaZSQIneIF68R0+BFtZP+NolYjwRMugRkF6fy4yxcdw1cc1q3sGH2GClujYHAg1SMFCw6FZIxt5Sz66sgdYjcmfuAbDKjfHs56uzWb682incfPv54JxCJEKMsvFlToxpj7ycj++atzBozc1xcn4jh3xWvb6qQWBYEe5OVPcMe3WuvvDQM6JpZkFMlqGyjmjcnoW4T61VZz1z6saNwtYfZy2+lbFwnc0M+8m6DVw8aJUNoK+5JoQ2SR6+zijjhRItOyhw92Zw9zqJCKgOmqFgGHye1WvTbtd0ju1BZvsC0zDICp3xTdmkYMQQxIYk99MODlcbXlN/1DCaNAyRmMUxXwSFIqClMSHu6YIHta+IAC0n17J8KCYlQZRysvke7irv3nZ037udngB4WR6b2RtUKWLeefklqEhPA5CxWm0WmLXjtN9POx5nc5jDbl+93H33O3QtXIvd5nneBf1Sj2Sjt9lxKyKyLMda69GUprVWE320Q1G9u793MyHcvET3Qp48y9g6gf7PESr4gDnJeydsopQigw40fZcejkhDP8gkJYJGoqqdcEsAB50iJZqSOVQ1eHGauYAmpV5c7mR3OBz2tRwOB/RDnlPnFlhadZvb8ubmvinefeeqll0Igp2Q2uigTnHgK0FgioyfR90A7u4OpZRpmg4WvjIAofhummQ5Pn589f33cXVVvvekXO2ShXy3mZBbwIFKv9xVr4mlC123ul8bspdmaN3Ua/TDMivUoQI6qNHLWPWdZ+9xnpebm1///KPjq5t9hbeD6REAfYF3sGT4IPmTDHOjlBKRsLZM0wQHCfHOINOz4d57gHpHUFDFM2XFgpYwBVKKiftUhM3cM8HUWtsI2MTHbLHArUVYaxv/C6Nq0zVSSEnXS2rdXV6UqZKEbVj0kM6ZrO3tVtmK3/BKLo8NVUpJSL31B0zSqAKWZPXqTRGFRtDLll02fCIgG1VFZD2q2YTi8GNbwhcvwdq3weFhY8oMKzCYg05kwsZs9e4o4BTP9NZHZlJOu2/wkdJt6xi3eyRkeXb23/p6eJe3jcHOPpUrMiKRsX5hpPTQYNqmEDe467BphyVRStn4R6dX7q+089ZwcgQRQrzrCjvZPM5Do3b7LFEdrFAzC1kRK3hmWD+ckzG2E/u4u0Nng++PsNbnxiupZ3qF8sOXPCiE95GhIn5TdNA3Vru7OywaM8SSxDjZUz4jEIMeR9yWB43E7rj++KXTCyTfNSIwIVGyiTEP+Qhxi4jFqlKS8TEeuz98D6yYDbIh9jKds2kZ58XGsSVhrkGo3ck4gwgMoJuF2IsBR4vOEXQGInEWPWFZS2VP7IYgCtkRYJJ1E/Q1C9AXwaatBhQbpEjJmrC2WUGShARKw0V6X7FThGWYpAX08KstanSyn8B6nYh29Uhrfm/Ev7ZoASrF1q+7g0uIMJK2NAbrh7vDUFgcWkSIaP1pJNEEArEog6GIoLC1BoJCGFpr3MbeUrqbmVFqnEWSgA0zuZ8NHxvFe13JONiZjjwxWXLNNu94TAQ7cVEy8OVBzUNNcqABwhNlb5+UxyYvHH3KGjciwMxuy0Up5fX+O8uy3POyeTNUQCx7DhJgULzTUYqom6kt2tQNkOPxWPe1tfbusyd3N6+nSQ4He/3Vl/UP/0CXBbXMDrKm4vMVRrN5EI/mj0SD+8H85vXto+tntdZHqH5cLibO8+LZaA2SoWVTnOgSjEoO0KOy2kGHiAQFTMyDWoSRYEge3limRMdFVCb6GLqrmbtEEWytNcqLDA5nJHlnBUoNT8DdAC50M7v0Ukop9f6dd5/eHebj8ThOuG+2EwCYwrSZSi0ObTpPzSF8+fLl5eVlBAPCl512+URwuMLN75sCuCjSWoN6hV+XlF874p1n7Xd+B99/ionYA0R2Xty+CHzy2aud7HayC/G6mIeZ83Bu3b2Uuiw2N22qTbyZxnYWmMOampBPn71zdXH567/8xZs3b77+6FeqWnRGv2DAJ4bLutUlIlLEhRbVbYKoKRAAhK12UgRhRWqt5ouZU2prrRrM0/dSTZVJmEgTEfNWCq2auQVIalksqqmQCR0ECDozJvlcsT9TFTHaj4oYXDo2OSzR/eXF9eNHWYBmAkCXNlBKI8CQx/Q36+ASxhzS3y1IS3cwusGzDcIwUIS98pbFsA0HIKhLR/LI3emTqUQXnGgRICxuVAqNAkKkZiW7jXWRDV75ZPfmQT5ZTQCRXCZOsBY4VQm9BCQfHeApPe85nixrdS1jBWHV+DDO/llJYW5Mz+1CjN/PVmdrnbx1/ONbZ/d9Kwz0wSuNf0keTAv5L4FQ7fvtgbG1ma++IbG1nwCGGJSM1wI+CIfPnn07M70hzub68dPePjndmGc+Cdc+5u6djiqjtkERR9UR2wtl53F9J+GizVFK0xatF4TV1AAxhdry1lVgVua6u0MM8Kj/1JRUpUc0dGzasQcGRmLM81Yy88RLUTNDEU2eJnqyUK3zpQCES2ulhyXjOhH2CkYY45oo73N+Eqzdnqmt7BUJ5HGACBn+UWr6FHKbPZnlfSViw5LCsGOKosfYBol4uv+LuymCfQwowg16O+yWZksOKTJB3TnIbZJFS47k7Vu8iJpKlHWBqhac0/F0JQP7cEfwJ4zJcc8q4CiPKCXKR9YwbYAp0KWMUMJCr0PNkBQWd+qiEbCqtRgs9oiUEsN2peSdun8Qc5WNFGHuGeSPyr4lOcOEdFehsEalcbjCGK5yxC8YiK6oG0om6xh3xF/WZWjZIW8tblVrZORMxobwblx2czNCkLqymxYKrOtJLwgfAHCfzOyb6V04bv1Subs1lukCXgeZZdYcBDqqhsEQ4AErAlM73N0+vt6b6XvvPPvis08h9Qg51Hp/f7+7npZlQZF5nttFJRP7mcDO3NTB4CUAFcnixpJY4CLy9Mmjtsjz58/VN9I2VaM40DaGdY1NGW6YOABvuj1p7k4P1nPQ1yiCbAzmzZ4797nTX0PwLNIdKhHrhRHiQooyR6rq9OKcpj3e//CDzz77rBSxABLoRt8L1e2ox7v57j0+E0c1K6oG3N3dPHo6ARlYdKUIvEEk96SoX037uS2AP55YLvbuWmu93M3f+tbFO08u9oJrRPIOAKK0e5BuE/jsJf70h9/sr7/tziTtpAUraaQCAUSCwFxa05nLok1tXtrcRJA8Gyk8KuWdd95hLR9//LHe3L36+pvJDK2VQOBF7Zs3kYx2eUqTjHaQjKZkrnSStTgg4YZFh5jozEtQikj0TIkadhdWxeJq4oU94utFQLhVg0ef5DATW2vBL9EFB2KGevu+NES2eD4AtYqqWlsrxNM0LEVEnj17VkopwRZhZUjwOSA4HYHkvUH01lDY+mDrRt3mbtIGyL5240QDYC2shWVyRu+a3uoA6/UzUXLa0TXHsoGIqWoBvSl2PlB6Z6MaQxo/t7+sf4ra9jMNdx4C3Jp0NjiM+we2J/EEpkayRnjmNMbvqxHZixxP08dnttrZyCXL496SjztbnbM1eqshtQ1rUTZBv8ChbqyKfhHtv5zM9m+y0t76EpFMqfco3WaNjITaQ2gJ/CSQffIaVl78F5cL2cjoRArEbAdNyRQHc5ue6zDZMB02aNRcl0y5dKhffD47rnZmiyjJV42EDFNhEhpdwNxoQa+2RqDDHAwdGiMvHNdZa7xswxETSucMg9GitZ2dGEneYVQxzOFQ4XR3dU5HT81zGr8UKQHvG2s3rE5zB8TMWcuwCw3F3CSDOSPFnJtE3MRdEbHMst1+Y0glx2MEzdfA6maHeOi77CJHUx9xORleqzGsoIANrD1a0z0O3cTqtOCxkCTJCMSIoyfW4lv7Ugm6i7i4aykSeyk2z853XGuVTtDV5NDgDiS6ruoIyBPBY5hYuuCD4xrsFZYtMbVHCd8qRCL5GFmzkNdu1thzYKN7mAc7F9PO2+BkCaBIaJG4k/QNMZTmxjQ5PeTeX7KRxadbMMaUXgBOBdw4mmRatHfyrtNvpndU9R57heo0GQPll3C9cTxitO4Oeillt9vb0mDzPM97fVZr/dY7T34hbkQhaq2/+tWvfvt3vy8iChI+m9ZaUdyoko1PVUQCO0dTZKTZQRGRZgvUa92VWnaLXE/7o2prZjCOXheSG3F99ox55NSJyGhcwyiWAbLPn2sEbDO2Z+7CIF4madFdxpPJc1xhSK4zfdCVd8Yh3Kj5YXqpUdr6+NnT1tp8NDObSjlba3M5zm0+tqnuZYqCKs7L4f7+eHV15fBpKsUC3ZA5QVUthbXSgavLC3C+uJjeezK99y4Kagkal+4KzIoXL26f39Tj8Th7NbNF2Vp78QqX19/1KiSnKFrfPGzESttiABb4bHqztHHklsiGZDm2mtl3vv291tqnn/5KXF98/sXLL77YLwe0FrDZ/rwCZDNTZNBuRYnFz5ifcHUCSZmB4SLJLDfs/gRSUpdF6t7QArYW3vuw1GutSpRSFU6injQPjABJICoCCZ7gqrFAIjJN034/Lcui99q8lTKPnbCr0+PHjy+uL0J+7XY1nED3iWSxfLk7baWBgJ0Ak8+O+UP9PvbY1oyrlFJqpHTZCZ/7y9Ji78EwYBNCIIITPnsMerAMeJbv/2Y81tYLPx/i6Wtrn50ZTGdS7q2GYyTCNn6s9fO10axcr38aL1yvtrX2VhHxYCTAQ0MIZ1ammTG8jNBrXQznZ3I7pUIJG8+hBNiVfeBZInXo6DEYMkPXZ4Klpykf2qxY90PGC95qkp5NNTaW0NksoZs+2+92tUoMMG9vDYau481CKq2W0wDF+sZMjyPQl2CYth4x3ciWjMEMG4XRlKLTcAxNn0+BvFw/sgqpjBZEiQRbNSOAAPykCQiJJlAuRWHBuTsmqjeeypU6G9J2Pvs/M2UaAYwR4t1GAcdXzlYkHqe7byu3mhGUswD5Nqbovqa8zyPKWQ39Gzq75F462boKQNum3505u40emMUskMnAFkbG7GR3hTEU5NUxOR7G3EIyEsQdKJKV6fEsxlBr8Oh47gCgBIpEG/gR8wbQ3NR0zwlAdJOaCntYGTWen65Apuf7uYowlxDBOGvd56BTOq+3k9l5YgTVxiJuBUpmbAkQAZuU3kVDKFFVlDte0o17KPXGL6E+2cEBY8Ml5X+8s0lvgXAzShcyQOftW3PKDqY97mh2AeDV9C7JmVcN7WCkTCzV3AMG5wGkc3euLH0gPemal/HgU9N9qYvZ7/72b//x8x/vL6Z2y68+/+Kv/8HvwrGoQ9AcBI2rJkvYUWAR3Mf8ZIpNWssGZdPFVJfdtJtddpMVHo/HE2FHbKdxM10C9kZqIVzCCux2gKoy21ebu9ML1KJcEmUsXErW4XcToyYo9IGVUopLa010oZvTQC6OiAJCSqzO03ffef369a6Z0dAVv3QztLlV+O3tvRme7K8BusvxeMR1Pp0ZLFjoJkIAg5k9fbabZ7+sy/vv755d7a8usO+DBNAAA766wcuXb776ksuy3CxWStVk+CvzjFIL6j5Qs0NMI0UVLQq9wGVZbrQdj8d7A8m5LYZuu5hra+7+4fvvsx1fff21v759/fLlN59/OgH0hd68aQgRAM7ogJIoMRlCTcSzb47XMOXjNGQj7nhFGU3b6Oy8goi4oZSiUcEHEdaAXZKgsaKYWWUj2QiROok3S1rrEo0Kg78gqdcNaihbpJoAQmkUL5FeFDGzx0+fPXnyxCWL7Nx9mqYhYUVqmFPoUTSYDvW31WFIJxNkRsikOEoIdHYOJWHHAooIa7Zxi+41BIuUZHxC2dh/RlL6PxFegyfEYqvpYwP0wkDZGAehj2HWailkauGQjNvXmUV19ub252ZiEW/6Bnz/m2JOD7/Yvx5bN+uv/5n26FuvuTWnzuSzILh5u9nZm51s1V5f9K0mjKzAWx7mYeZ3GEnd+jl7wGHzhSG4Ji4yf9Wfept8x2YizyZtGBzbPw0M69YCO5vMjRma0T7POiExCpmYBA9IMR1AhNYGm8rwJaKW3DVrVNmxbv0ZiUQFFA00u1pOp7tGyQJcVWmkOzzonEQ6Fbk43DzkecqrLGFZJzz/TxgROiJKQ9JJc9RSWmuy9thYWZ+6s+ojuIOTjbSCuN42+SebHytbXnxARUrEFyNdJV3ljUXpONowm4xRyGjWwUsRmorWZBuDzzPeyFE+mfukRfo0blFKgbuAunHI86k74GQbxWdP33enNPLOStJY7TQ5kDMvQOTohLQI/fVGZSEOVMeUjnkTgBTNLBlFRJMXmQQHhi90RwfnJ3ae98e7i4uLsV+RjgQ6GNsGa2UMJSw2dzUztLbb7ZIExM3h5sEeGLmi1SaFi1sEvxhbnLJ6b8JCijrDUSvR9SAgaOjYPg/zUxFwVEg2fAvwodEhFA6PZFiQpRQ3BgMJnIYdgPv9d1trr8s1AEM1oAMCY8zi7qwlqOaMnZ56zLiIhlqeCeDrr79+5513yp6//e0PfjL9bF/krpnfHdpx3u12UIMYFCzuEdIV3yoYAMHcYjBaJEEneLPF9oUiUqU+vrr2i/1XX31V64WzxMGzHuZ198VCVURyEMuyOBQherL4K/WlqZbR/qifOXc36mJLlV0+oGZpcuDNUm1a1CiHw9ocvitJWlFLoSSVDxwtwRSJOmIpQru6elQb7+/vnbTAFVLMUIpEzcnxeLy8vPQMsaTfTFKKlAoCGRIVtKYQ//B9iPCd6+uCROmFHF2Ag7bPXpRvvvnmxe3l/f3cpmeHmeqFTg8+OWu17i4nLHDAKWteG0BhiLbixkY/Wpvb0iz8PTs2DafUzFy1Ur77vW9fXl5+9Jc/N12Wly8+/uEPr6IEZD4UM3grpUTgFMVEinStOFRUV2astYofPTdLb6tFIAoXRNRtlRoR7hSRgkZGaC2Ux8iaccO8L5ycwmgQLrVWaW32/pLUSAG9Cc6wRH+2NgcQu9tMhWQRXj16/OTJI9KrTIMI2mCQaBCeL0kha1bEbCVQXfWQezN1C6t+KNouo9+myMd0DcNOeiFLnH6Olm55NQ9wJJNOJN7PAoIo3i+pqMVALxsrbaOuPKXWebRs/cBJ3nb8cyTN3/I6iy1ttaNvIrVAluJkYtQBwE5sQxvW3vYiIQfWcOYDw849g9ARwzAJhH7GF8nsODk+/zDMP64sYQpvo5JpGYtFfzyHmMCi22kiVXNmQ+/1L23tzjGH/UaZtI2TMsZ2lrVHv5hpwNrOKVfMrNY6ahfGeXm4EGN+V3PqZNHWzYxaIxlWpMAix2KrfKKpmbACaK1N06S2gL1nle9Urdci+GYA4m7NIQlhhXeyVXc/3Yrr4IMyIlz6nmoTdnOq48CAbt5Zn3PtUVgAkuUU8JPuGthc8+RN9rYfZ4Y7z47M6dSOS21TsZ2b2uEOKqgUoUCyjGD9FlkcmLWRNI33u5LtTkkuLhGQN5JbXr+Qmc2ttQavYz9gs+1T+qlFR9NCifqH6NDL/lCj3ks84yMArTMqe99CfUIiOgiE2YNxn3U2wNUpNV1PYnObpASmHVCiE/DIOEISmd3c7rvdBSBGk2DtAomao3VIWTcTHaXn5KWbYmYIS5O9rqKrhPFOXouS1RPRBdyxrq6zaj+YGRgXUrZlofDsEBrZDUdvQIeoVozCMvMREUwnyNd2zgHIPvKJu7+0S4MdZSLZ6I0uCBa5kHI9vNxa+I7R1FFDWgXTD2V2CKFus+rd4f7pcrXf1z/6m//cH//xH5s3VP7kJ3/x+7//+2acUOueVAvoVbNWJQ4TBTQ1YTBBOeBNWmQSzS3i43teiuApy9V7731+f6dM/tHwYCzdlzG3KJXTbjegIbFJAC9SACslXBQnArNfPBKXTbebzDcp8jhO43gUkSLSGty9FLbABZJWpCNGPAzKUqqnHwwlUMt+vye5NDsus6Uo8cXUhcXRHC7leFwuLkrYGstyFHkscAkMgmBX0BrcGlwfX2A3JUpv2siQr2/x1Vc3z28f393tXuh0XOzYZtUsqidJTjtZLq+n6lpK5qkGyBdAYBAXeFM7NF8aF2NzUW/mYeplLLlCv/ud7z66vvr5z3/+zRdfffXVVze/+PiaguUe7tRZ3MVnZjeQEL+WMrsf7jAHV3MqtmKmAPp2DrUN1LoTkXC6Ap5O0q1N4hBbqGCkY3wqYma17q3TEVfKPM8A2uIo6qoVoyfjVrsAvsmDqAFUXwA4enMp8vL66ur6OmNshalOhr7c8NentLWAhaYfH/cVkYhSCFwkKRB6Mdr6ovQ2r2Q4EqUW1m7k1clJF7CW8Gprt9VGVq5E6LBL02FF+aAtHI8ebyqF3QKkeFaTiAfDQJbtn2it7cNu3w8r03p1an+dFLLEnAPwlYnMz+yqs9dZM/sxhjHtZ0YnNGgpYktlieHDaz4MrT28i/R+LQGPsbwF3dNO2EbIwuEPvr2RCfXT7ER8WFC6n++SMYO84XY8qyGeP3uoT5Ud/jDKM0svQTszncdrG1jahnu39bNjh8R1+vsEen2OG5mxxq3FyU3ltXecHADnGhEvMnWL06PJ3jwfHro3Y7Sx5c+mbox/+z5WbBxSt3U8ZSQhh02fvSFcg6832IW3lxqGQDeSYmem6xonZjuNw3LoEcF19vr7eTU57b8cP0vlwLq5NwDB1ztN0zzPaRAF029ZPdsBBETaHIkYdhR3F2Rs0t1NlOSWx1kbWCUNVOrwWAqk11VE3mdzoLpLLJ7mcinSLTSXnrsbm9bdS1xKTqKVZ9ujFG6/4u5EMQW46uhaqyXZglIM1MCMVu8nLgJgBhOClQifLdHjAODFg8PGxznrrpMji72jtLjPKVuLumwa1YXdtwh3vLSm2ybc2Mggt+BDzkWy3rNPBAIzgWNl6113d1ZwhQcQMEkys0A4bReRGCw6aBPcZ1wAeLF76u433KmrokYtD4AtF3YQN0SItMazTDXGHH9dt6w4K21Z7u5uni7vSMXTp48fP75+dHnhbXnx2Zf47b/idQ+IqQiLupJMTv84KUKREuWBjDAXpB1nrWXwPpguIjKJ7C/2395dPG/Pb21ZFmsdGUOm7xg0cAWZ5wofdIg865CU2FUeYAFGONUiTxYbd7EWc7KuXQQB+wvR4CE8hCzGoWh6LT2mjvF1zyQjZVIxLYV1qcvclICThgK6cXFvivvZWDGJmdmi7bjMV7u9dr9WDSB2pd4ejqXhYkqalZD698AvPvni1y+fvnp1PJSr4xGLNFXc20IymuTAluvr64v9zgsKiwdaxQGKOSIU39TVOINz8xe397XWWb2pq3NeVE0iWXNxcfHtb33v8ePLTz/+7IvPPr95/uLlF19VX7S1Se/NzPUgIuRCCEwdYTWUTmNrBGq4GpSeC0A2SvKIr29SS1iFeKzm0AqllMVcJk4oqqqqUnrcRRPIrKqTFJK73W6apvv7+1q8eSviZi2CFu7ee0KEe6PjNCWJK6SIsJbLy8uLq+uLi4v9flqhL2ZkMqPuwvjjKoJTLFqwTFkpxdGWxeglYIKriekr9tSDbEiSmAkl0RD73aWIsE4sWS9cShXJgHQkI0b06Ay2tZUtD8UuNoZgJMhCUm2tuy7xY/63RsC5fTbe4aYUY3OyTuJYXYmeKIPt79loKylnz2+3vdT2HZcRojgXreut5W2Z13X8J5bHmWHh/RcR4aYFVk/pbhof9W+5e9JjhIYyc0A2ZDfbB9maNQNSMt4MplIp3Jpuax+L3/BE49lPbNMHLztpfZtli3xgacUr2dcCEgCTrKfG8DrGdc4GKb2jCQECrR8Z9NUf/zSzJXiU0DywW8x5Dg5ybhpsbDfzmD1P2kjKypMB7ebymSmJrlg3k7l6Suhmyhiu90cYlkPn380rqCo6n1wpBQjOFBM5oXVMHNtmyeLrd3c3EpxQAOkiWcNpPQq/PWXkIBhvJOnV1EREom16/0w0YIznLglVYGTDhdknlxK8XwKgUsxtMR36FCkmVMQXh7spREiXknMfCp/dSzDf1ynikUhjN4ddVoD7CnWLTdgasohbRKFOr7WGrSIUogGoUgxAR6OHRVFrLW2xlSPUxY3TrqiqcglNFDb4mLggH/Gmw6IPfw5OZncNHzvYByPaCS5qrIf7ZjuaJ+VsmOz9+XveM4m/V48wN27MDhlPETEPklVKay2spWYVDrUqIm/KE3e/wwWIOaLDuqYdm0XsKpcHyYCTn4lomZ1455imyVo0QMNi+ublzeXu6gLlD//K7+k3b+5efqULvvrVr979w99v6ofZqhmkXU07dy1g3whEGL7iFUWRRfwQgZoUMMN3NKAUuSTfvbq+0uXAw2d3bwC0wHV5IrfGbI9XaMfYNMHn6UDwHzLWq2mkwkXEoWraottB1PmCuqGnH1dDV6KllPxALUXouqTpLgxnJ9wjmAkpkxQvql73FVDt1oy4mPss/vzmFZep7i7KbjJItJq2Uzw1CZD7/f5wh0eX+eYCHNX+0c/uXr/WlzMMj9/MzSFNqUpPVilv2n7ne89UUWlTjTJsN1BNA47dDK21hjK3dgs9zIdGLG05mkFEm9nKBM5vf/itR4+mn/zk57/46S9U9aOPfiEibgd1rdrcTFxhxuggEN6TOw0RMGVnYIdnOVHH8VSSWJaC0jN0gddJcWwUl7UeE6QIJ4tUO6sUrStyXCPV7pLNKHd7hddar/ZXrbXDdIjjdnd3F87MyMUkLiTvHj3q0tDc7ffX19eX149IyrSrtcYIi7ZtHMvd2wYkF/525F89gNJmlRPSsdl21NiZWZibPXYIMin3Sim1VpFaSimyK1K6QVzgEn5wyOJI1GZfDaF003D74gbFbyn0H9gcXpABRhEXjMbrWfQWAvAElHZmr3Rxt7UPIvNzDmXbfstt3IunwcT/Xi9fHcJ1DL3oPbMn468nXzR2qZMvHbilzdORyeguUbP/YIjby4Zf/laqumEgblOEOfhglUsjtaD3hcKDWd3GDrmJ4IYM7ybCqn02OTVuLpUr5O4WBtBJfUbPZeexjSiZe+xbwLwJaQm6oGUBY15wbKqxKOOaZibpPNDdS9pK8Ghf5kMVYzxUMlbn9QNY1VUwRkJ2rcANgt8+z/EE63jMENPWmm1Vfwd6KTqhyXb1vec9Y07G2nUbugAZUol6KLNIiUegn62ht50/YTgf40yCO0jC8JH5hTGTKxjG1mcZ2woPN/aK1Q5ps3NLvy5kr7tPUzVrqloksh9JO6qqASqLiMlEuKsJLRlVArI57iIBFAzrl2TS9ER1hKubjZyDUJZwL4OXy9pWTlCiAQpRxJjV9OOpLBn+8p0wpTHPc2TTUo9r0gD2bRdM/VDNZY/QbpURhjVvlGT4jpWgbxcmlpMIMhvAh7UORAUIkXwM8OCmNoWfeN4eednQiOtSRYlyGHlGBKF9321MLIuq9625Hs6wx+93j8zs9fTE3Y+hXVC9d84VVvMWJQhGUVML6FTcVKiqkdbUnoX17tRCCqSwlKb68uXLZ8+eXezLX/ned19+/umnv/4YPn355ddP/+AP21EpPpH7gkXbVLobRPbikijFsSI9KWJG96aVLihupiy7KKitdTcJpmlaBIfDIaZsCWhjByYwtYVJ9yDPjmL4GcLqtoJyNtb5RkNEn9bA8WeHzAwKj4MauL0gFYk+D65Lif7F7hMNwKJNRCYprFMhLi4vrcqyLK01dzMxpbrsUKrsLxtL5M4cU1PRmiwIw9InvVb5x3/6+d/+299+9zEAfHGDX/7y88/fPHF/fGTRENnmpgp3qpVSrh9NT57sJ4cCE0r1sPcyC20saupGU9yp397ON25mNjMYBxsAVVen2rzb7f6FP/jd1vCjH/7sF7/4xa9//dnr168v2qLAPM/uHuxZKYdiM2/OcOCcnKuULEahiPQCjoBFkqEGymgAH92XRBJ51hUGSdWFPakhm7RaKY7utJRpCu2iol6TpiEcpFqr6tJaOxzSBFTVpIMJsStw92fPnu12u+vra3cvuyIiZaql1sAadlL8HFt0+Ywd4u4OHZ508BKx7KOpqJl59VE7PNQ2Npk1klICT00RKSzTNBFZWiEdwAdUYckYX0wIahyAjTJYif65edmmMHNdrDOAXYc0hRDfZEDDMtNx3M6UTdw2z/sqPGVEYc4+OsxcnKrY8WYBBxjcMDSZlwwlxIYZ4wbShApZvZodbx2qJ1Qa2/vaZjwU72T4hkjEdqzexvB7u5V6thB99tZIIdDPTs5wqPkTDJnIMEGY0YfN1wcULHBpyfTuncTAgSxvwtbyO5+EB3MSWzTqL8bR3kACBJAgMOoj4YgRYhMvjGYQ2Ys2wgpuFG4X4nRRItKkASMEqIhI6toph77RfX06ziU/BAgI0ZpujvHI2+4bXUBXAyxt6zBxhp4BKQPwGTAqksP6QYcbjpGsDgMlvCyL/Ky7lBDy2zOyzeNnjMAzFp7BRNUZiG4ANG9uVhBdiGIMKzhuuxB9MCQDCgNSok7EKJIjBKOxVn+cM7cEfT8PQRFuQq7Jaai+vw8zq9PUWm9HHwhjh7gZTs77+Lqc4lPHZ9IjcCdZ46jsyk46XMOjricY1RPv7ABcTaIeJuhPKdkGyoL71AD3Qeq2Zv0xniEgitsVcgtPaxWC+RjovJT9iFnKPKYiBOTEoMx7hSDbPOoGpFLEASNdMhE120Ty1fTEzG5lD6AhfA6xHsVcHBZE9xZ6Foo0L9YOgOsY02tROGvhIrVW31k76LzcffPiy+/+zu/cHu7/5t/+W5989usf/fnHe+4/+vkn3//+9+93wK4ueqS6COHYhdmagcxIKnY+8QRauEXO3FhrPTYlL6I0o7ICuNpf7Oukh6Oqhp0bPOPs7VkAwJVIb549mCEi6Teb0TpUrE9mbNZAEIpI0pZGcD33euyZEinoqP+JmQkT3OieFZ3mjhYU1hSnmDlZi7gL9pMXik2ltYbFi0cfHczgQnEIWFprZkbKfo+KIXdQdoXGy2eP/z//8Nd/5Qff+9738KvP8Orm0VGLqi5cNDEoRuj19dXji50IBCgRLxXAoYrgawwyvDhC900p8uauLS6L29L00FREomjazI7H4/e+9eG3vvXusuDP//xHX3zzzedffnXz/HkVoTVVFTUzU1skCOtJjQKVGh78qoSHnbERFlprrTQAJXzBDoodXynITjbrtyQY4Xfs3o5kFiBiMInmNDPu9t5aFBa2ZkK52E3xXJfCqCbe7w9mdrD5eDyG3io+AdhXefTo0W63kwTtFUyTiNTdTiRlBctajAWiFKGCnaojosi0LF8gGT1AYxIUzISsSLXVHCEZFY5xkWmaKA2AgNOU3DvCNbudmxk1GuMSW66W/iorQOrMwmNvvtSy5W4Cs8LCiyKmMbYYkiLDZg4wxew/PRwXGnFLThR5jIdWV9zoJAq46g8omDi8M4tt6Alucixv+xg3F1wt8e1dzr61/tU5lPhWM6353NNXl9WrFkDfwJuvbORtt5fcHWLg2pjYTxN/2wMVD3umazYj3wbKojVfcp6xT8dJPqH79rE668SvjxCerw12Xx8pzh5HdPfW2gBgQI3IgLk7h0nq/TsAoovDFgHg3aIlowYRfc+EUAX6yDO6hqg2zYN/aougo3oIpHwII0bMiTVSGyPaYKUyShdhIwKqJg7f8KfEK0P1AYLSc5cJSPaz2LvRHTSyTCCD5VVhRBYkUU7gfcgIpUQLruwn3rtar6YSGpBIayTz2DSGNwYcKdGzN929lGowY5qY2uAugXc3lIA4uwNCsMRst9bIxPtlVC8ob0LkBHlQ6lmNiY0MYbxEhNJAHdjK7rgFw5SLe7gESaPjbigkvZiZTS7uXjP1Wev2YdgjAciOuhucTcc1F4obTTV34Gabm4dIdQBGC5HXz8uwPaWUos0ZFb+g5SDD5E6HYN3SWXmRpuE2Ox7CdjX2+6Yc1l4G+TfuWoiGm/rUzF74hbnde0YOaq1Ls+DSp2QRa25Wl86zuG5cdPleIzSyKrNitQhh7UjxWeyzb74sVxePHz+WKn/zj/7mLz76yt2/+dFP3nv8dH/5HhZcXEDhaDZRLgQkazpGIKAezXrJDGPBbDFX7Ch0c7e5FZlEROC11kvUBf7s4vp4PIrbPM9Hm0nCnWCBmylkpaKYeuZrqlNszUpxdz11VkSkJNY0jQYApn37mk9l545KceKYof+tkostOGrZob4oopcLqNGrUYR1EpMCUhqlBlMMSXKp5UA0SpVysdvtp6mStG7ibJZn2u+fPHv2i4+//NMf3l5cv1NKcai1RlUxu7i6nqaL64tpnm2qAFAFHWqWUT13DRwqkNRLynp7e3vfmnmy6+XJhKsp5vaHv//Xpx3nhn/yZ3/6zTff3Lx48dUXnz9xP97dAwvNHIv3EmOL49RzUwBEHJK18rEyyXLZhcIkJU5WrRlFIFFJi0BZEUtO7Y3PQ2xPjYgkhxlj8MHbUlXVaVPN7mqYVaoFZlfn48XFBYB5ni8rRaTOxydPnuzK7s2bN5W11srqtdaILwZ2pNaplMJpEpGg2pHO+IOIH7tv200FEF/KStYASLSDdHdizb4NSvCcllJqXYEERbLbJsmoxRPxiLCQ6IrZpcgQ8WNyxmAi1UHhSshHcHPfcSi2ykxEvJjRC0jSH9g2vdP3GmfdHq6zV1x867if/RUZNkln4KFVh27lhIvI7k9sn/Q3vGQkKrZ64ays5EyRPxz8dq7GRbbmZtxr8/eO4lhrXdc7nv1zM9ZwgMPtPA24boJA458n9sFmeKEp5EFSlWdMLm+N9nXj+2yEY8yqKqHEkl01mB0j+thWYyVdA6gpe+nMMExlM7el91IyM5FoLSnoNMiAy1p5nforTPBwNVW1d8LNIhuS/TzKCrP07epHiCd61OZIukl0+tQQhtbqhPzbjB9c0KtuvBNbAiBQRLL3dMaGGt3gLnD19ZRFvX6ASpznDs/G9s3rb6Mz23Ox/RYY1BMEekM8wD0bOLdAGHfGXrOTfaW+CXXV4u4GOrJ63UA102DpS0Xo4/dYpZzh9LFg7mpq8DZSDSIdVPYWVHFcUddqh7A4GzYEnCSrRO2hF/TcVbboeYCl28ymF1KAZksRIrHkK+gBNCnFTN3d4EVKR70ITDtNgJkpWBzoLJwE3BhcYh6VdO5u3kQEheiBpG09VJhEFHe3BGiG4s841po4zq7B7gAWXgN4zb1Cn997rZPvqogs0EJIxlpKHDvAGQaJWFJh0Zqb08V7n4cos6/FTEkTF6ihiLuV3TTBvaG19uLF84uL3c1R3v3WB9/6q7/1yY9/jKsnX3z6y+9++x1vy517UZWamBchA2DZ3ECKFDc3bhWAu7v53FThjFYTYTc0bTthncSdF5cXdWkHNfOZRKMzWW0sWYrdhT0kaw412SQYxcLsW6HcQXqJ7vfIaFIUYXZdSimSzpNlXCOCi6ExSGZlHAEs6hntQ5L7CAlSWAGpVGiCJK7KbmIlirB62V0+fvboYtpVIU0VBi2lCCECU7jTKdPF5TvT7um7T+/uF5JFhKxwKaVE0wVxXFyIWba7DuyBuEcHCIsGimBw1qvqTZNXd/eLSGstqkfDeptcCuT3/vD3Ly/x2Yu7H//4x2/evPn5L34uNzcXQr+7L6ruM9wFTdYIVoiejdCJVHUyShJYqybZIRZpmkRCNgxoGKUg/Z84tmBfUzk1UEZ+c7xjZsuyiIhXBxAFvsJqZubNenEPSen4leupxvy8/60P53kOAqYRCQ6Dj1E/USpJ51qAFeZmjxOs9XoBZkfAw5HRCFUNiVsAhWawbmN4ld4rF31WS4l/inQOwrLh2BtfHML64S9pJG1oXOpwift3h/5YrRBG4a7gNFSUZvdpIowrufyahUhmUV8TlN2YyzTO2TjNNmp48/5vUglnw8CpwTpMOnffjn/o4xOtD2CD8dr29rVetzc069nXt/c6G+H2JWvfqjUMsc21iSSTS2aQtk+xMea2j89eCPzQDF2fdAMl+mfaxfGZvFqcu9PpPflkal93dwg3xZgRihYRiQKpfEZn9LwZl/KNERN7QlwALlnbTnT0edRyip+kj3OBOmzH6Grq7kEK4p54L3BdFwtMmFDh3GDyOshzGECj/xTUjIimF2/ZA+MXEbGxJTZLEN1pu1j08ZU8HMz0btzbutjp/bGchA8m7B73OTvv2wUaH8ifvZ6hZ8PTqpFNlbH3SGsYl+znaNY2TRONIiUQzx2+gr49GTaeiycv1cCtStBoUyRZyQJz1LeikeKsFjTM3c4Zjj2cjtYjuJ2OG+dCIHBKEfjV8LnzMTYs8/FT1UZaJEXVabx9yLUufDMiSI8GbSvOcwhT9wifhL87eezx7GzCVHLGddOUDTbfvLLfyCAgN4zkq7zpixq0eZTq7nd42lr7pkyQSaWgiFm4S4QNYonNnnAjKCCI5uZtsQh8Mtll+wygUpqbi5OB9JxoqFNpspBc7u5fP//mcX3f3f+t/+n/5P8+33/xk89ef/qrD/7aX91dX980K469cdqVpsdSSoQX8xmFoRHobpuOAmyJt2lLW4oEXZCaCSqFV/tqZhcXV2+gfpgAvLYWGISd7Eq0r4lUeY8tn3lCfRZCqoZZX2qpxhUR0ifZVr+cBYgesq5hRUWhcJBvdR8nMAroFWQaGcho64BSpNAhrKV6Kbze7x89esTLi1rLXnY7To/2+0LuLwoA2EBhr5EYAKGqH0ccMI+RASaUcLjdvYkJo7DFHb60ZTFx96ZU1YayLMs95fb29ghraNqgqout5tH17uIHf/W36zV++MNPfvTxL+Z5/vUnv7y7u7ueFzdrvhiMenR3ZyQcg5jXN/miiGkLXAI1i80qi2Oqtdbz5IsxsEphmghEGHIqLZM1lRkH1vXBFeCxZ8yS8tpJVS2uCnUXg7UMfEaf3CQBQ6/BmvY7MnIV2ZwNm5hZYg+dLh65eytR9RZPV4BoyGneyWgiIkiSMGENUq14P2VOOH41Tb1SygAlx0iIyMoiMDZwIWXg9gAIJ3b9RxaRAqH39gQZg4n3k/+bZPQ+WnEmZ6/e5zcUT87B2Wc2hg4jXzGUDYb51U89ACRD21tsNQCdRDo1zla3xQGLg3T+/ulNx2bwznV69pnxSZIDOBf3zxGmAOkyP87y5l7jFtt/hsTYXOfkNQTLFnMWRVpx+3AOg9Au7tgLerJn0OmEY6MQ8v2znIBlLaQ7fahhD231wFY4m5ZcuHTShkbwfvqKZ/vadba3WpKbMQwT4S0eRcq3YcCJO5JtDps1qtGbIDzDoJCM62dnjrDUWTLemFdG0vGdhbp9Y3M1BB0mRKT0XjsDcofNNiaDZ8gtGM3g3PYSpKEHs/IBN9hc7yCwUooNvH7HFKbxsMk69vnJbLK7d0Sgdmcg6Tt6Yvfc3M+fvoIoXEq2aoAk48eGLaSdHp/YMqZWDMVASmcr49gb4wrxZkuutDU2mf1Lkrw6RMTaNswiCxyWzNaMo4e0BNh7AWcLvm7cd+eBAFAzxQll0NexI+57B0FSmJ00xZwRzxBytTlqUTPJSE7EhjYxVcLgFqngxHvF6iELUJjLLCV2BMdMjSowETFIa21Kq8Hd18A9ScsW1auRGkQDIxg2stLNL5Zl+aZcO/3OKwAvpZc0Jm7Aggj3QeMXVRep0GaW+Rhu5NFwUPJwBhkkxUVI1t2kbn48vnr5jUz13XffPbD9z/7tf/Pvf/V/vX/16uf/8J/8q//6v/78eKhVDjvxY7ssrCITQ5gaSV1aEQljtCTTtLuZ95OuuqAVVboUEZmYrNOlFJSy3+8/uLq8v7/n0VT1VuZQLZ54OmohSDd3oUCCnjdCLGO224Mc1cgFoMeK8hcJ/qqYCQURAKwkJApGHKAUTjK5e9Ayh/e2q5O3VnIZZbfbhWYvu6nudyjl4uLi2cX104urq4L9HuHPpw+Xop+tjdpPj21FUsSXpY0ImbBIQWsuBosMi3lTulEdrWnzqSlm4+Fgr7EYZFkWD3qbzuDYjvP3v//9b79/fTjgH//JX/zxH/+xXV59+eWX7c3NMs/LMgMQXziMXfT8h49UoQlly0TVR7vuwGGLk5RgGw0kX29oSxLRByWosGGrydWtHJKsayu2EEBB1yygi5uCUIWLVEMrxcNPZaabM66JFcxwYjGYWZUI69UYj/eAovWW7WZmkNEsp+8cjGhc7KIwTJd2JKLDn2zVXunsKiRr3bZSDLmDaJsBoLOKhvlYCZYsikrDLn6gz9NZocZ4uh7JFkZR3OZPEXFkn4TQMFnClVGHCNSF3Pdu3+P/r9e5gjn95/aTqwLbRi6jEoMr9Mb9HFm1vUJolYhibJNxvU75nxZWzGRf13ldxayPcGZKboeQ87Y+NkqYFEKH005l7Ntfq3swFF6Ys4HBW6eoD2kzmRm1MoMlWpEA1bJgfn2EzSAf2hDbobxtqLFj/WwFvelqfRJm1noiclwn7xUHkB4aoFuTWR1yOpJA3Ug3Izg6YYyf1svs0GV4oHtzBejbHRWf9GGCn/HvjJdk7iiEzXYebPPUEYycatohcbWTgs4N4rNXfELVpWPLRdDabGbBCtyVkYxn2c57YOP65GPMgAc9cuxqEVWtIgCN5hmfiwxhdvSBbh8c6OGnJZ84TUCCbsp1w7N3c+QkJXJKfWTYtqLYHpAcZPLXhpLcAAzIznreZwmBgVEApSP+iez/UYPly6AOjyMaAfkCSgAAXT2ho0KkkwyX1nQom6AFB9w8knFrI7W+VDSzZm2z+6W7hSB5eXl5mI8gJLSuB1htNf48CD5GKoGd02+zHYl0ZwHUMmXBVEllY0pAbtu1md3UC4ebVzOrpYpL1KkLUEsRkE6Bm5ka6VlAbAYz7SZv3SykA6iUQlFfyVy63KnuSQRTGud59rv718uX9t6TZ8+e/Xv//r/9n/wn/8ny2Td//o/++Pt/51+wg70Wv6i4NL0oU3ErpVS4ZJVlFZS+R12iSbO5w+KOujR3d8put1MRd6+V5kFjJAa52F/uqszzfNlqa+1IM8idLlOp4UVEvD7FHj0AYyNXElE0kjQ0R+wWBtYwIu2eZ6AfWnQlh8EjH+mfQgaeV9J+gqoZwVroUlhj/qc6mdkOMLPdxR7CAl5Mu+uL/ZNrwC2SywRKkjrRHd4MyMpE68+zFSIREzJrzaLOOsADULWjS2u6YH+c2wKb52biB13ug56mZHfrBiyupZTf+72/+ujR7vmrww9/+MNv3rya7w9ffPpla23fFpkX+AyAtrhZipvMDI76wTBKHOGr+bbRlIzPSNYlQSLBItLLKIlU5VIC2GpLhL36zDtZt/J9RBpOeoeUEnECESmTi4hr8qEAOLZDiPHr6dHNzU2cyKjhHdouUrpB+7xVTkWmsDPdXeHWGj1jiugaVMMTBA1BqJc9WQMNUztz22q2RrAvYXmrZVZ6BoA9otl34MpKiOjyyk0jtd53JF7Dq47YYZD9BrQxEIBhNBQUOhPrE7GiQEXC0SN4MlINvW6xdZ1IsiQ7ppMSTGAjT3b2OjOVxtzitFbRN5ZoPPWZFXJiYZyGu9bd+PDWW8MxIq9ykgXbXnn7xbNfzh5h81DbymWgm31hVma394yKQdXC48qN5yrMcoGHYzg1R1aLpPctKMNKOcUZb6VW/FvcGDcZjzAeBJtv8sRGSbhLJGBFpJt6GCOJ3+VB1ar1W4T0sk6LErfwzbbfRkBFzudha5Z1sMdJHmx8LC/IHESs3PjY9prjEWytYzDAuwdHjLgg4Zm6jX3OkPY5XTRDttBM4GE6SOmKDLcw7p682cEMRQoFcfF0tqDw2DPZYyZHHglWA5iFIL55kMiNJLdGkkW7WSMAr7KGMBRweI/uhLhwNWMKwHAUt3XiNta53y3CkFmFJkh9m3Ig3ZGQDPRIcnZGSVejSKctDvnTGWeQmavwW8MZNl8zumsINnDqbk6Id0KEKJ2ArPsygUyx14PnXxUZVPch18Bc5qZNRGiysfjyxttw8Wr8Oe6Ph9gZgdBclmW32/WvllDjBJbeSmtgp+Rt+RWSUXYAF004LM2Lmb3SS1V9VUFKI12yg0aaOOhJHTKQDiUrc3Oi3U8UMnuXmHEMMk2gJiJR9DC7uhC1OlDq4rMuL95cPH58QbHbu6fvPf6f//v/zv/l//ifvn7z9fHLm4uLi2MhoK93mBWTlOIluuyK1G3vIIxO0tE4IcZgSkAJdw3o69IUgBQXkYIJBaylgBdTVdVbPZgZF2pTVAGwuHlT3YSjC1IKqGnS1QkAly7WhJKeBIeZSzdnn404lgy6ZqT+yEoiMqy+WnfzPCe9iJkUqRQzm4q01kJsXu4vnjx5UsDL3e66cFLUSlgSiyQWKsFOXkrxwPMZhpjrirwChHBZFm2uqurF3RvZmi0mZnLw+fXNG9ldquq8LOamaAYDxNzUtJleXl5++OGH15f1s8+/+vGPftpau/3m1e03r3h7e1EKl7tJtWJRVehC9+gn8tbtio0YHUu8SuE4JP3Dma31klhKs1Lr+GSPUa3Sn53Ab+yc8ZJeQOfGIqVB2VG+ZZcFDap6OV3GF4OfpbUG2PF4jCMsoKpOpbo7pEzTFMlEzZWtpRSam1lrrYAhY9WW1lrwaGKjJjMcaAagSmaHg1pv/QyrSGKEhnGGTcRxPBcl4Vws4n32toc3XjnJjuhW3KWBC7xkojmyRTZk2pmRRNIg6lK7WTAmfGslbJDgG1shDQ6SdrZAD5es74G8DoepcZJYjFkqjO4IXZ1wjAoImvcsospb2EbRx5hzfccQRlRsO55zA+LBBx42edtaitudmYTJDvayAAkcMAnSPMNa2ESP3H30B1kzDIyiB/YlcjPr3Oy6Zd1b2SRPXydJ1QjX9GKLvgbsg8k3Yga38zz+1PeYRwktT2/5cO3Y4YDRBb4P1fhgrCIntuPWoNzGt7y/xlSf/fRBbds/j80Mb26XxCBYA2YdU94/D2TTB6WGIh7nMZgWxLJ8BC6ghSLT3v91szQWgaFhl46q1ZExWMfmQhRnUBGtiE+A7q6Ro3IhmVZmGEtIZonYfX2nWZVoRrBGhbcDi1nJ/HN2NseYwFyp7I2+XRQjsdtVG9yEfaqZ2QaKq/gIoNoqMULShmmW8JvI1bPv7rU4OrZ6IOvN3T1qVqqZJQ+f0CidV8kjXm211EWVWdHn7i3QMEJGPZRHeyVZE7gReMwxSPHuEUoA8wiYU9iWVmslMfLC68+YODhMkzo/Ym+1mJlk914jPQDLvsnb+tscL/Sje29ozV6ZODhbZLEK4BlrTHwSxrmLk2vhpVlkITNPGyIpyJYiKxoSZBww1uKAYM3ZxxEvdTftzO7vf/nLj79Fe/z48e27/q3vfut/9R/9B3//7/29z3/+iw8++MAu3muL7h/vvNjzNpP89nUV6VUSNDXrGzfX24OVvh+8YoZlkRgSw8GahdWz2ssoSqBOE5qZGYu01u4D3WUt5qBIoeVRS9bQIPnsezSCKZ04NDBnYXwQQGvZYIfkrkRBeEFYjR5FSN67rIV1En3V3N2pYmZWUMrExSny7gcfTNNUvSnah9fP3nnn2TM9Xu8wuU1SRGhmOs+11pjo5lDVaSpDxeTpMqcjvKXj0gDMRrVslDM3V+VR/XicD64N9La4u7mZG0wjSAWzAr73/gcioOl/99/8yTzPX3z2+atXr95880JVd7p4mwsU2mBHmompe0LUiGi7FsVS0aU3qjNcsj4XWcW2es/ri+HajpfL4BwZHwDA9EFX3/2hwZd5TVu/FfUP1lv0xMmadiW8mogCTlMQtbT9fr9NxPTNvwrWXRhq06quSqVZnpRZSxiag11v9HigsERhR2+qSLJXK7l7cCRnK8fxaGcaFHBSegPf5SSkJ0LHWVSvf1XI3qyjU/a/9eWZ8BBGm2ViSjJnAeGu4SgZMdBLD7XyWwyNvl1jYEMxPPyke2qd/id2NZyPj5GVfdv18yezWRbJAPGe2mqhLwFEtdp6yVBI6GQ0cVX2+NAQyydWxcYI7j8TGbzekGvOJK03EskqcAJli9BD8g+num6IzulpEq6XPVOxMZ8W4HgKe5fk0zOSu2tbXS4ii6byIkGIuXX633Mzbphc0TFisy7oS0ok4pbu2YFju+6JTezVuBGcSIHftZF71O5YrNF2j50/kdrqhG9cEfYOgf5gA+S7p5PpfUpVtYRWxNpI0DOAZxEbCRNkEEVlS6cNgyNQBkBlazii2wPjjvESK+7uZaViGbuFpEi4o2kYoeN9kcqRUZ8nyWga8Z1Ti9lUPLa9DgiEZ2IUADVSIQ8mCt2xIRAeK0PAAdsUU9x92/SlH5ahz8+pi0IHjc0ft55tFpFqtdTqgY1j4cAFenEjGI11SynJapKBgbxBdKSNeB47YU+KzigBhEOXtqSH5Cow95IkW0KHuSuTcKGSSR1Mdzgqa6irZi1SW5YADvaTIDSl+a7UjvJCCCMxkwDPelY885Sqlpm7WRVkiDMQZSqttRt9PC/zS6kMcDsE2QHcAEzTnuTcmpk5TSiDshXAWurvWd+AHrCMrVApKJLstWVFBKIIjbVWN2OpLipT5SzTfvfqxctCub+sJN9979F/8L/8d/9v/6d/8Nnhzfe+9wGNd8e57PZiVmu9nefdblcoy9x2u51aJpYkPZTocxWMQFF4UGCuUPegEwWhTU0SwF4TjCqYpqKKJ/VKVaf5aGb16vHxeIwim+Dtg5Qipbltobzek7neerVpmskjG8DIuZmZhEbMdemBZDJhBf13grH1ct7Cu5j4+NH1slgpvJx2+/3++0+eXu1xYbt9zQMqLm6+rcTsRytuuOKFgzg8HKKjmaretwqIkSJyP9+r6u1iqnq05p1Mf46SghaMXHa137/34Qci8vU3z//iL/7i8Pr1119//eLL52ZWvMEV0ffWWzGjNXEHW9816QKVSvcg0oTTSDF3oggoHbZNSAmOYDNmZNmw0S7rLxteuoAek+i2jgorOsBii7obLzL/mnMoAJC1FzHmbgJtsgO9PEhXjPCyLMGiQpRSCnvuJAysIBsbsqxqnedZi4NGVHcPOOqwdYYdKRYMVDbcKikFZFKH8kQUjltwk5yNNoBMLGBbuZpF0HF72ysMfXNmZvWr9RTM+jGQHJTLQPDtSbdM3jrhsZpjXeKd/hXS/Vzoj19O7ZJ8bYFrSHzLpsJi44qfXWdNzGXwqqeK/qnGqLuPborb53oYhdpOga/++Vsqw8iEDPWoZH6CpHiwdaaJM2TOePbtugMunVsUOQ8KRvVouMEAvB+F1aiNK/cEqzAyFeYQbL0ae4DMO5vb/lwiUlprwx8epsl2x2JjV51dYUz1gyufvMatZTyRW6dC2wTtgtv1ZAX75uiXJYUr7d/KJLDNzo3twegG2wGNW5BG9tqmjT0mItH1Dg5J6EXYPUoy/NvOThDcgQ8klRdhic4clbLhao64Wi7NGF7SZqWSqcy2q28RgGdrgdNEOdcgWlIlFKAX8yLH34MXcSV3NXPpmHsmCU7Ep4L8WPskh7w7Cc2SG/2Vhq8A4lJIFqGZNXUAJkQtmtGxNeAf5mkzktkAM+5TNR3uzYM5MhHSzV51E5HopUgTODpxAIjiD7Zg/LMtEWMkmX0M6UkdPk0TMj5Z3Dp0CREDjJH49kiMsoCHMogsZr5dRacYsozDFSQhdW76vNVF/V4YNDFkph3jq7ZBxfZrJX0lABYxM4tmItisbnR7hx8XLUuYy5lqYmcfDL0o5suyFAEKF4EK2vH+iy8+a+14+d3vvjoerp9c/6//9//uf/wf/8d/+dOf/eAHP8Cu6lFnNNZya5jVo+hazNSsFkTR9OBDCA8g0lXmCkTNDmBurlH7s9tdkPQk2i3CWiHu6uK7XZ2ErbXpYj/Xclj8eDzaiCmqbksHzYzArlSLatKum3skBohYEQVAKT0sQyEp2/B4/0rYGaoayE8XKaXsZptkur7YXVxctNamST54/M6TJ9d7egH2O04VgqKa/M5D3OBUjMZLdZXIanC3ZnVpHmQrEeQ/6LIsy33TZLy0KBFD9tkz1lrffffdd9+9Ph7x53/+51++eF5r/fRXv7q/v3/zzcv9fs+5FXe0RjOiiXvxKHpY+8FEx7RIKKgvROGpX463vwxg7G30vCe6gRBxP26UUP7qsuVk2Zya1aDpnMAha4v0CrjENsRfefoVEiilTO46UqKqPk37Ya7lYXRnL8iotarq0HxSyAnqNklprZGiSJLnNeaXFXnFgcokRhl37Dl68W7nVSkkpa51VPEaclVERHbMLME6TnbXbrgN2+301qnbvjN8GAylm5oy/LJ1PFszsWf/3q6/owbHN50S8q/djlnHkA3cYiQ2IhbsphtOolZpqw0qaACZHHjAYNfpQmKPvcWsiZsPUFTAw5mdyuG/oZ2a96Sb9yDNxhOwccee/nYRQgy0Yb5sJ2Toqe1Pbj7mSrg4NBRNH9u5AT32SbQHFV+30Nbw2s6AJIvuufobn1xBhKdWaShNdocqd0h6Cx4xodBqrS21AzZG/HT9HWG9bqpqRq+Ot7c+BvopHuMc74yBZbuFrE4+t6ptcBPGhuuxvRwbCtDNtY1LNkwoboJY7q7oFiZgTJtSzWr02vaMV6kqsAr5uRlZqBHNzSOHbvZtd0guXyZYHb10OnByvvnwdlNtMJNdjxArVRwBZpqqQAh2+qocnvRutuht06J1Zhw9N1AKAdPkFvQNgYq7h8kbbslIYI5fWnNAiDr4nJOrITqQBBwiyzpP4wIi1QLcHfwmqeDTpAEQJN9GAmzdwpCpRpx0ewbixjWbW6tIgAOboHZd3iMTDgENUbWdkSoAi3qt1a3AhWIj5ODRNDpMzCykWH30jDBt/CcECW0qAwJ4c8Tdnb5AUUOL4KAZRCK2F2UQ0RSskAlR0uASzj684ZFobJqgygysNlc4bSJOPCP5a5ot08AhvNd6jttXr1++fNm++Loe2nf++g+EItfyH/4f/jd/7//8n7/48qMPpt9WqWXv8zzLVJVexaZSDvOxK3fpB6w33RwYNYBp9mV+3hYDkLjGkEQObV7Lzpjt5lk5TZOCpUxPLx+/fPlyElPV2Q55+qWMluRh8w2LTbJnQ+SA1wjBGFKuO8mSpQDSq89qB/MWKSpiZpe7qda638l+v58Eu93u/vb+937wV5+q7YipMDkZw6ztpV7jtPgplqI1G7876rI0QzXzxX1e7N4WM1tMVdWA1ppBDFwAA7QjQFV1d3H1/vvvXV9dffrp808++eTFixc3N3dffPHFcvuaZBG05ViWBe4R1RMsAIK9KWVmzEbs7Qd23UNV2ocdxfnx00hKnZBNzTr5JUBhMAuGaNuSYI2LhyhhTySRzK5l7kCRUqI2douNOxubd0Rgl/49tCAC2IjunHx9w1DATpY+RFiIhaU2M9t1QWFSmq8pm/w6VtLRbd/PIWRLKWH1hCIae489hjeGJ5Iw/x5Wi3D0Ss0MEpLwZ2wEXX+JO4Z1HbpSRJLp80ESeMyGZ2SLq5DdGAfxUTmH0sdObmM+g9CH24hd9lxYdVReM4rVsBpA4oL+zniuVaVHdn/TmePhljzbGDH6sxU/W7jx++lrjaudfmAlfM7Sig1/6vaT21+2Nt92GFlTmX8VtzHNv9EYOhliV+FRjjPa063GV3+Nf8ZpknROuj5yL94DJZFq9DTTx0Ti9JSdTeDZmE+evc9SzB7OwBX9Y6vk724SMpmKiLa0TNHoxhr2Hvjst8m6lSx+ch/0H9nOoJsS6/4mg1VUttCULrE1FEjf5w6smXeFE2hR7cSmVAAG0leeyP7hlU4llrvP6YlewCkadVxhRG0jhAGA5h3hej6HS1g+KF1/afRAD++7xeImQyrhsBJQsDWZ6y6qXsrqZA7PHUAUMG3ldtdoCBibd0q7cE3DPY7AT5TFYONHIc3xYmYUA1mdaKq98/bYYV4DF6VWay0yeacRiiRXR3tYIHtorp2fcHMYjEy6lCJCjqpAE0k1ELhaOt29kLBWyj6qJikJ5+xdJdaQsnh0KAdBg5VSFDkR7h7Uw30MYuY3i9zOvBEhywKwFCq1t/yqEQSJs+luS0uEAQFAEyqLsQAFJ66eu7OIuU/ZacPNbXG1ZYkJsXYQkSvHfip3d/7JJ78sx9vPP/98r7i5uTl88eWPvvj8UPHX/tpfO1qj8H/3H/57/+Af/AN783o3VQcUejSayTy5Qi+zCDq38hqV7Bp0bM24e3DQ55ZtC0hLfW611gaAMJ/h0jmKKsk2H64udrtddfebAy4vL+e23N/fNwlbrbr7vCzZ6wqAl9iUIrIsi5mZixuZIkVH+GTAF0juSiVJjWOg7r7f7wE8u9hF/L/WOikuLy9/7+m7Vf2iRvsxi1qdiM4bhIXu3gKiCDpgzbpkMdOQSsXdD4ZlQbNGcrbm4N1hbq0pNA7PPM+626vp4taiPa7pO0+fTdN0fXm9LMt/+V//N/v9/vk3bz7//Gu7fWXzLIuaWWmzu8MXNxOdCVCamVl2DghXSkM4Jae7Wa+HCdZ1R2daOlOrAKJlWv+XkAzrpkghqfBSMsMdlIaZ3LIe7DmNS+W6cN0zeWqLeHLEnEawNvmy+NNDcFucvtFifCOtVv9eTjoyxwJlX6ZMeZQa28PgrTWTFGp9k48huMMjGGdYDZTt08VTxK2LTGZWZH3qlCTZaSb4Vgo5uogmd2An0hvKiz0kxj4SI72yROmSuQfGCNW9EyLYauRhxELOX2sf2JOYX6zgZBDhFMksdcAvPMiSHMAkRVULCaDpPCIBcykADjR3bzXoOWNBB9+bB5/oihwdwach3H5DSnFMRRiJYydvA4EbY2vdS1tjhWu3Voyfb93/GD7bqUnX1zETgmFEcqBFNpH+k8tqj1EBbjZyMttH9tOS5zB5RAiwUKxpKSVD9psvpo0YcdbtZNKiejJ+rg+VSx6ii7YR3TH4UgdSZfANrAMbB6f3PkYIHB9hlz7x3h31MU73jsPpcztAIOhiYXP0OL4+8ntrLmxtFpwLOgoZ3YPuLQmNc3q7KeYI4uihwtZxDl90JENzqGiBunywM4OFZzOBJxHr1YY2a7JtHiaBbvROlYxuemKk2c1MdcNXunkZBdFosdbkm4glkJOtDiB4Pce3ZWU0c+tNl2LSOmxUhtAoheMk5bDr5O6dkSXSBejB1khF5hjMGnrHptrQvPh6MWSFkWHQPpSp7g+HA3KOqOo1rWOOGRlbMApnzMyzULkEMyw826wd5+M0TVzxBFHz40DFqNFzeC9XhjdBVqGG+97bE3Gonwyt56iC0S0A1Giq976/1fk+jr/RLaE2dVhFXUSmXxIVjrEY4mYK7NBDtU6oBjKANBNEoMAbXF2j/dqh6TzP4lZKme7u39zdPX/18osvvvjFT368LMs035dSSnOSF2Unrf03/4//l724efJXfudb3/rWjvZ3/+W//Sd/9tNXLz69evdDAKxFRA5kBUrxAhQrEUijkXRxBHcgelTDR7pIRFUl4bR0eOqQauYmIZ5M3NQkBEpYZlZKxnavLy6LFCmoF3ShmTmttfZodz3Pc+vgdwBoANDK3sxYy+FwaKoAnj17d57nxZceAE7G7Cf7/bIsO5ZwG+Z5vrrcT9P0iFMITRF5sqsA3t1P7j5V1ApxIaECBSphDPoGIkOwmeH13jKoNXNnczOzexNVUXVVvW+zqh5N47So2ezazDEfLWKVao388FvfFpGLi4svPvvi448/1nrxo7/42VeffwHgsc1tnmWe3Yy+EKDNdHccSdKNUepBOjZiqMft4rxotq3smY5eMy6MKGBUjY2wkQBSDBJ/dpAsUsRMLPMCsrG3rLtwD9U2EPGGkSODjEa34e9s2eaSdnI12uKC0cEMGyW9anoklaj0JOkIxG7nIdJV4wxuB1klJX4iSoMHKDxgrqZnf4BOK9MrWoZxOSqU+zyDJEpgvDL4F2niIckEZNdDRPQV8sTpneIFt4xl40UyauiwkVQnf93EpU7MF8kYoKruXEhetUby0Xw8HA6Pjtpak4Pd3d25tlLK5SRm1o4HVw3Sqx1cVYvINE2Pnz6bpuluN11eXr6ejOTNRJJHEXef46YsMJfeaZRJVH0y1Le+xh7bLtk2or993o2N2N+0NStydtnthPQpzB1ovm6h7R2zsBBn+vUkuOibKte4y5ZAdPvJhxc5e3NN1D74ytj/ZyZm93KTijI+P4wqEXGHZJSra6E1ncL+YaKn+IdvPy41NnmPumH8M01PZELGu6ktb7Ot4yz4aeZkfGbM2FZqRYXsdkVOZsbFtLO2AGdr7v1bvuYfVn8yQzkRazMDmAxVG9One2Inq79ZwexB3++zojDNLLggbKM3x2O6e0cx5pDcs0vJ2Etbs3i8LPOlYZLQPXuyD6M2Vqc1y8gozB0acqKvGkaMcLW10B2ocOnJvgSRVU8JHBtAQt4GeyBKKdCGCOcAcDJMYxFxDcuoOJyFTmnNAIHXtHhz9tiBhyE5c9JDQEOyXAO+uAWFvQU6opfEx3kYTXvzpboMY9w8agAZrrImnhekB7cHNoltdFMvdy0Ix0w5qn91tyxWNDx4p1n0SiuBSpS+eGM3F2axV4Di3COchEohXJ10FKZmjumOHWBmqri9vW2Ltdbqm1cvXrx485d/eXt7+/Lrz0opUzUsC7WZohgcOBzetOOrxkdf/eSnR8V3rp76Zbkqu//Rv/avfPTRRz/86NOnT5+Kiuqy7PYXUqcgKbdGs7Cf4C7u4ozuKCSD140jwWeevLKdt5FAUa8EqYQ3jxr6wI5EIjLoeS2mEq5FUHbV3WWqUGsuRlxdXQX5Sy0TyWXRobGb29OLi8Z8Y7rYNa+llAg4i+k0TY8gLqVSSO6nnXt2IN1XEZGrwv2+PCJEMBnMWGTFpbgNyhUsjs7QnkdR2zibqg4zu2/iznuf53kOWXZcltirqlprbWqavTaknzi8/8G3nz599PHHn37xxc/b8fD6ze1Pf/6nqjoRy7LM88HdqTPNmBWms7sJWoQ8YGreJFoybwTdOClbURsjrwTBcJYGLIHZK9iBaFCRi408BMGtaq5Wau0CZZVcW2H9FrNvM4CTX7hq/qF0t8I6rvbW7GrecW22hMg3qy8YjtPGvOtqWKOw4+wz0T6rFVVVwUSy+TKuPPJuBcX0hImapENFKHBIbJi8ZVkdxhUU6D2PQT+fqxNjZTBgi1SiUgYb3/qxYO0fkYxNqGz7+2bCHQBbI/luozsuv36+LMuj27vD4XChN5fkzuxwOFy994Pvv/feo/fff++9966fPYO7H1+31oo1Vb39+uvb21ssy93d3YuXN/M826zzNO2KX11dPXn6aL/fv3hUAXy9qyRvOZFUibiiANnlqGuwwZLbwSphyW+7JjzYOQW5a1PpjbTyRqdmXMLWINO2enR7zewt68kee/5yAWhuZ9MbZuu29/EIVmGNJ61rEWPWjdHA00c7uWc3zc/229k+2b763c8r7rEJkaCfqREO73fPbrnoRo0DaiZv2UXbiwdSPdKdaU6JrDFXktrJdNfnYpQ//kaLtisQIKGQMqqYtyd6+3l0u/PMSO1zFdonjFnrXBOuoLlZ5JuluDux+pbNUUQiMwOLctrV1AbswV1GHnmgfeJ36etjLiWjw8j0kYSF0HfrdqJ8DZSm27AW3so6kvHJzcbbzlCgJI3RRjWtwbXpCMmR7V0vkh6Bk4REnXRqXocnbyWBDSkpSZdiZqOXWjGzUsQ9sHo001JKkRIGNYtEjC2oUCOCb8GpA2BAIDNul/agmUUFpLvGnlszs1TH6KIbMM842dqzYNHzNYKDYAJRRw1KsMy8xTkLEuAIB9wr39wvt4uZMVrLj20dK32WbIq/NtNpmgoLgALUOgVsP/gZ4S6+MqqZmYS5LPX+cPv18+cAXnz8+fPnz/2LXx8Oh+n+FkBQdbSl6bJArZTSYsFVVZcdyyd//qc/uH76Z7f/39//V/7WPM9a/Tvf+dbLNt/c3DTft9Z2UqrqccE0FQNImGutNabISHXfUZDskKhZpradn5O91tM6GHagiMBmkuZaJI2zpE1LlYwwL+qu9h1baq3eICI20d2DTEk3bcFcTkQhySpWa52WzO1eXl7upSzLUijTVK8qWsNeUIBdRJu4QqYAuEMVZoHvyeMXaIbk6XK2pkQxs9nEnW90BnB/vI9eEcuyjObfANy8WXNKM5eCy6urcnW13+/vD/Mf/8mfLbPf3N5/+clH9/f35f5YAPO5mGk7AiCUMCxHB4Qq8N4g0kg/oVDpYgRACjJ2QM9pyEfcaL0b3SbSkJTUEhhWRixnFR4b0oox1WeCb6uZ0j31tLEG9nwL9h+yjN2/2pYgjKv5qfHaybg2IhIa4ZkRSxtZm82G9FprnInNWrtJgIB2qloo7i6ac2hmLDqiGqOyaIQh85hTQCtShB4EksNoG0MqharGDQVuf7x190bFSWJowErZ17I9VdtN7u5ZOBXHpuPwtqYGAMLc7UqV5Ic3d3d3d0+/enU4HJ7cH8xsR3tWa/V5mqY2L7tZ/+j7v1WfPTMpXJbjr788HA623B+PR+FyfX19zen60bPp6hK1ok5o7e7rV8uyTDve3Nx8+eWXb9682YlcXl7W775fa/3y8QXJ28nd/SiVCGcaTOLuk8Q9SUk1v2HZzGaJb69xyTffbuOuv/Btoab+mbhyqGEBUJzb7ZlmqHdcV3pBJxcfG3U7qr4QNAuOLQbjKm0tmN2evu3vyKAUe4R+26R+DQSehMFOH3Y7CT0jcdIm2Ddp1nGdHumJkwt3oKvL7VGSTZEE0jbIE2Gqww7LsoDTOR/DQOe+8NPoqXd3SFWlnAT2MOiRx60Bihu2+eWTWXIbZIosiJy0A/CmcO88kebuGsCj1FxlPEVsSOnCE8y8Voyk2wkBlsmSC4rA1N2tisIhNMu2ct0Z0T5vA4LiZkHic7Ka3hEgPUiZ3pJMpZueNpqzAcYT/hNJDbuJ3Y75sV4J4J6lGC0lnrgHdzIZGt/bWPfYYeZhQed+a62xLaWUms2S3SvFXSJSYmbhsrbeTdnhKHD34sXMyjQBgFOklGwdGEFL5sKIIKlK3d2NScK33eXom217JKwTJo3Acmp0YQjpAC6CcMvQB8kANZdV0aSIaZRXd/cReyvUQngwnBm1uVUpQRpsjBRa4H6cmNV68+mAYYKUFgw6GUIxM5udx+PRFz8ej7cvbz755JM3L75+/eoVPvoEjx5dYxGytVlVPQhTYDQ2XdiBRJolC3cX+/0XP/nxO3/wBz//0x998MEH5epityu/891vA/j6m5uvvvrKfdfafIdSlTH7V7uqRrd5t9ulNx0xlYDeuwkFHTAXoV3JHQF3uFqqzDwWFrMOB93pWKKpWsQ/vNRaY7YDpjpJIelq4t2ZkBprV0qxtY8kVXW/33ti9by1tp8KybrXWmskxarj6nJXHST2xAKvkUjro80x918yk+BJ+DeMpaPSzLVZa2aFrTWp5euvv754/Oh4PEYyOnCWI3ZBUrUtbZFpt7u8uHr0RETeLMs/+fMfGuXNmzfPf/3569evp/kIoOjs7tZmmAWVNG2BKth7invUZjmKgaP1yOZeAQbqjJwWRJqes2oZLkfQ6w1RtSIsSBe6MOrf8zKjpwJ7i16WMyUa392KXZ41Pe3ifnzRvStyH8IvPwd5i2o/e42LPDQ6ARSZgIi6jXhGKaW4kcMQpA0XMXZhJO8yvZJh9QKgBFd+oMmz3nFN75IM/I27I3B74sMojIjp8IS3iWKR7DIj3WkZ8xkw6i5gGcUy64T3HFMIsGE4nhgNrgSezMd5nn/7m1dff/31/vbuutbruxsze7q/Oi7H4+Hu5ubm5ubGzOByPB5/8Sc/vrq6enlzT1LqhYio28XFxdKOh8PB2rLb7aphmqbLq/2TJ0/e+/CD7373u7zaffj06YdPLtvxiOL39/e//PrF4XB4Z3/x7NmzF08vAXx1tSN5E1jtgPm8ZZW3Fkxs7pW0f6z72TbY/iK+TsK4lJmdtcMZ69tnfuPb96+sdtjb8shn+/BsDCFN4v3khTbjBvm3/XxnvHdEJ3OsAckRiXFDrbU71gP6NlTeJuY0wj9mPMWE2crbtz7IdgLd10OU0ib3GLSnKbfWag87xfau/cjkiUv7crOYZy8R8Ragl9jIQvCk8tq9iDi2p3h96rG4Xe1sv9ff4LBl+/z4NhKsBGEQElLZsYDhEguUyciR8Nt+BQhMIeEVi4jZ+Z7MeWvZv91twNNiPjlCeumcw5D4S1q3ZNxdpJZSVJfx+AHtpJv0ld/SDiR9DIEopB0xRgoAAc08igX7QsdXkgCOlKYGwGQtCo7cndBdO811dpiKnV2gRi/0UkWdhAsLJVpLIYPMKbFyV40zwGTWJUkv7u5SnERSgYibobe7IanUcbwte2vSCDeZpkmDtGIzuWOXY5wliWB7VOvYvBymuj9fPAuK1PR5zLJA6+5+UZPw4aQklNfMUMRMqTCgFRFKdSEocCFrsotRREQ9OxOPgbm6+xvV1ppwd3s7v/zsy6+++ur5z39x/+ZNaccC+FRLW4IVz5YlN6GP0IdE1HX4Z/GwZX7zq1/86Mnx5r3ivzq++a3f+i252tdaf+u9d967uvj4mzcwnYHjsVWZRIRLq7VWijqnTJ2AJIQKl/DwNghcio8ioLAzGMGP9N/ETJWYpinokZAZfDOFSwGtUhwQSCmF3oQCAbPB4KrapykC+AysHmvJW5EAjRVuU60VAod4cIGATPYgV9ARjl4DzJClToYeYkwpqe7zPGt4nEYAbw7HUopBmuJweOPud4d7EWl3t+4etZ9OREx0COtdkadPn9bLi1prY/n0008/ff5CHZ//6hN3v3n5vJBmTVWlLe4utrhqgaqq+Qx3jlaCvgJlYmEx/jmO96mKCj8+OsrE3vCELgCEE0MS9VhU0ibUUaMzoGlR+cEQKcF4nvpyxLw2YztXkwMfjTVKkWQW40jGMLLFYl4lmhn3MnwAxPY4j1fuQ5Szv27DfuhRN3cnK8UHKWvMkm9At+HHAxgVlBiA8Wi02Y9tPnx3x2NmPP8ZNXfJWRnTSOaOHV0ZYq1ECHgp0g24Qg4Gu1Vabq2W+KWTlhsAMXf3Z/PB3d/55Bd3d3cXd8t3VB8v8/3L+6XNd3d3nzx/Eb1M2CMBoTinWufjzUQnqfObZtZMpe2bWwGmqdbYSsVvbl7f3Lz+/ItPfvhn/8gWv7y8fPeDp9///vffef+9x9/+9j/3vR/AfX5z+/Of//zyi3ZxccF3Hl9dXf3yugJ4vYuTskNXRT3SZuyVAYUEXPvu3GqK8eDbnb99eQfjk1Ssu+EMBbiJKK8GlgYPYo7Kep0SwulSt1qCeDJtDvNGFNDJlLx5Elczzrb78UTf9XGdHZmH29vcdVCiJKpMtx8e19ze7CyUiE4MhB67CutwWCO+vbWPaktsdz42cRP0vReaK9Qjkt/Ett1ETuY8WA9dBNmMIJ+F29abQJcY46BtY/MjPOlGB5UjrAU3mnXDqBv6lt1+TyKg7AYDhpmeC6TjxI07ntkqGc4jgz9EVY3FuxumgHMINABWQIk5cmO4vnXa4j7jsoPswrufMAbQQ04GAJpwN++cwZ4WYlbGrGUua3EGrEsSblIQ6GCDmOXAHY7CEiRwRehLcARJ79nom3EWUBw1UiQZe6OBNrEyIRPQzTYtUXC77i+Hu3StKZ2HxB0bMHjiwHpWMNajuMNNltlL2Zmbug7GKZHMHQNeRCL+STLJbFlqrRR3aMlIbxflQFRp9cJyqtrh0FRd3GFgNJ8NCFxEv1icwb7shZvDJ0Kgskx1ast9bDjLNi+u4OF4PDZ8+eVXx5dvPv3005d/9iOIPJLjlZkeZgDN4aZLLPwJojNGKPAkVHNXId0NpqLL7ZtX16+ftFcvsRzeuE3vvv/ee+9hkif7q+9++/LFixevD2pmsx1FRDBN5GUEmWkAqkQzjdSdG1yIjaAIB3y+AEj+DgDZPcXchRr/6+UUJL0tEQMTEXV11+JgKdDWVFmnWmuID6KYNahFu+G8hTbpDYXclOKCYHSEaO+2JgwynmYOYlEVl8Cyaj/Yy7KIyDBbD3aMwgsREVaSN7bAlnlRMzu0g6pW5hIMY8Wy4YcDEKnvvvvu5W6apum+HT/99NPnN7efffZZvXjy8ccfT8fl1atXU8AP9Oiq5s0jOupKm4t7dNFIcRA8T25JrddFY+8sMmI/50rF40AB2UQF3XxPRyFqj3OvhxldPBKg0ZJIRGSQ5gwTQXoZ7/AvEfZZupbnIDyiCCV9EHEA1kzqiOudmDLs8cU++H5rwsMnjmYhGYS0NaIWofk1r7H+FBHrCaPxLAG79g1IYAQSOBLNwmFD7Pf71tp2tLJpTpUKlSvmut8ljNH8SqSbe8tfdJLhVQTzNFyKET06BSrh1KwubgDevTua2V9dXr169erxrz99T2R/bK9fv35+uHvz5s2iuiyLOkAEhaa7LsuyBXS3aBgV7JJF2nJkUEfNTe+1FJZSSuFut9vvJlUtUlVw8/rNP/xv/7vleH99ff3uB997//33f/fv/Mt/+C/9bcBxPP6//9E/vjkc3vvOd588efKX75i7v7mIp9i7e++luDVoYunN4WKlS7fxWms5BYzIkPUaxrMXe4owfm57ND80rbbT21kPY0PCzALT52IezA+ZVMTDy4SadFsdvzG9GDs8GsrDO11ljPbkOj3JuCIfcvByMvixA7d7fmuZZTA5fZ5AjQMRs+mxdo+US3y3u5QJzglzQiSCeLkPt5G77ITmtWYuzl0HOhAr0NAHUMT6q5TiHiHQjH6VrIez8XnPVHvXa0l+ZEZYkM/1oI+7hdWdxiPhYdPEzEQSb9PclVG6FhX3ASHlOqXxseYWUj2h7aRbC3vZoZoYrMiubhmkc1ePdQ+U2RLh0raE+SuSXXKt12pYhNwlsSXSh+ru4SSPHUVyVyoAjSi26dBovU/VpsQH2SB47JDYM3ggeYzpGzsgLjRWEYe3SB8n2CnGTHFBESerhPMSMo4R9HHAo+GMmErCNk52bd/yOV4p8ujy4nA4mK/AuJTaJ9xFZfzpLLowFF7cIrLUzhVXNF7Z5X09M0Yw5H0Ox5kPbE4TnU1FSbo2CkWVZhC4kVNFJsiQOCFKlASKiAtnbQ6C0lwVPrejqrZFnj9//uLrFx999NHy+ZfH4/HajjAIDhGmD9lIUk8du/F7KdNQRRl1TP4hJXn/6sWvftE+/J3f8na8WxZ9+c07v/2D3W63m/j+00eP3tm9ePHi7u7gZprRaBb3y0kAwFDIGrHqVGOOIDYMFERXyeGqkWytxZT2RDxUVR2ttVLWlFzIgplK2lSE5s28EjR1+HJ/u9vtmtl+v9+xuoJhCJEAqkWinO4Qz3oYmFuvmRKXgrBIdJgCAsK0xxUiru2H4zHMSHUuyxKLdWxzaw3IQ2hmgeBsIaskuZEslgajA6M8evToe9/99vFo94fbT3798a8+/dWjR49evrr55C9/eXX1aLm5WW7uqjt8Yfjcluad6OKq4ouNnoa5jztqMhbj1P/uhjXdszBknPPctjzZLSmA4PTsYRXFAQEiroFGkGAi6CEyjlyTmFlStpoLRWoNM2jdh1ICmWpDBxfZyNBQIGZUIj1juAslmFbUtwWdfYf3aM7W3l3/GgVR21dSQ+dfAa+VIe6HBeBA5GtiO2+tt5Dvw+CrknlbqRwKY7jg0l/uzrUJx2mVbnYqs/HOVs6ePMsaR42Rp5lrTIE75F7MZ3Fz9w/evAHwg+PRzH5vuf/pX350fWyvX79+8fr27u5uxgIg6v3nFn68qOocVUixdqW6+xEGwFDNzJldTwBYU5KiIJXiZV5oWmu93O0vhK9e3ZVSprK7X+zFF1998/mXP/vhz959993f+xf/5ju/8zt/99/6t3Bz8+c/+tFXP/uLJ+88e/bs2Rfv092fX9Lh6jV2ac+uskcOIqsdKaSVm4O/IcqbXGUZ+c5tdvaZ8c4/xezLZU1SrSgQlCKiFmVncB8m18rpGM5DiF/P16pZx5WlFxnQe5jtZDyn+4FpJA1rNZ/qtOnIWfBy3G61/PJiOb1xYVsZT8zMwDDOAvPXNuZpZHJW1O/2J9YQ2jDOwpPPRmTbz5M0b0OSGAwCo6lrfD4MREszICpOejZoNVayYyyAmPPmWkQSeWQuIqmNSABqah0GmbTGp6G+sw0Qhn7rPWQffqa1NiY8sn+1VlM2ty16OyJnRBsAUIdTsBO6m1HNVTiZdQbo0NbpIXjaOICTEAZ5h3W7xc3qCYZ7Xe5KMTVF5tnG4APiVXL2HpCuPwDCrm58OvkWBF6eDDXxLe9AcVSDNWsiEzs+Jy8NK1JyxT3KF1LphoNxQrQD3B3uADiUkpGM3vI5lh+5lGmShsPkyepTovThwUGK68NjgtydoKmNBNb68GHtbpIL0TKvWVWXZlmuAUDMRQhDFKY4vEqlmUikwNjDvYxClgWmjvvjfSnlxcvXh8Ph1ecvfvnLX7786C9FBPM9WrO2AIhWZkyi3cJegQNARLrxBwZDrDuA6P0KIFidRCAl+KqXaXlTZPYbx6H+8i+O77//vr/3Xq11f+Hf+fY7x3t/9erV8biomlmpPSZiRQoYpeyF4QsGBsu7jHZAp2kK9pKTzeRhiyFKH9AlVFdaBDBrA2BWRKQYVBfJuBRaWITzfFFLa21fqrdkw2s1dWosTTqLTUe7rVLKaoxGCsMs765cloWlTNO0LEeSfvTj8bhI4A2DPC/qbTM8gI5K6ZZq33w9P1Jrffbs2bTfi8ivvvjyq6++OtzcttZ81o/+4hffvHzNud3df0V3+GKqHo4jmrizzQTEZrjBFLZadbkPQyyQ27dtxUF3sw+Au5yG+h76BuOVdaAuRCklnJPQVFGsvZZZ9FYWHE0jYvPnFcI+6RDjjQOWWfk0WsNfDxXicCoZBKq0TbGFbIrvyO5f/FNeDHjEJkmaVIGbhBcimsFx/e2NpEfgsGlxtl6trLWN3pdfJImaIwBTapQWpR4dGdu8moxWmysxzbAPxjaOPSYlC+hOlHcUaiAb8Xm3et8/zofD4VtffnF9ff2d1zfPnz//85/94vb29tO7m9YadlTVRgcwq4vI7XFWVUN197mfVpJqzd1bUKZlW3QW+CTSWlNtJBFz1UBqJUT95WHG6zeX047kda2iuPdbko+KfvHFZ5//p58/e/bsvd/93u/93u/98/+DfwnkJ3/5lz//+c+n5/tHjx7Z9565+/PLPETxoO4YChq9FClT2wmgj8yXAHDJXOB2R6MHDEL99/c3kNL+8u5wblf8bC1CtgZcx4U4wWzJWJ/t13NrseKBKt0e2O1JbK3VKSj3OzpHZMQ7uWnQst2EkpxqHm8MoRq3ch/2cVKPObIjbU+qOYgoWPVOkx7bYfgyIzG6nTR089E3csb7O+YeBkrTheQpyC1jb2Pnq5kDUfDRIj9mYijOFkaSw4lqYMbjPc0AcwP0bG7hZSWEgo61aFEEvkk0D4Hi7sH26tHvLo853RAkyduDH2nrmEh0wFhrpl4955m+sRbcNmGF2BXF2XMpRjXLLi8xrGjKIHG+ceK0O5CVsxaaSByRmO7ceO7uzs5gi3jgTdmTuxujsiy2mYYfjlM5MwmXZSGm9K3dmzNqHdpiVXyI976HHfAamjVa4BAlOm+SHDzg4eVYr48uLNkygaJQwCXquZLEMnlWunhKgdhjwisLUeSNbOzLHtuITb8BniYbTQ7dnB64JsTMFAJwg/gm1x4mWzO/uZubiYq5wcQNzkWlUqYiFHUERCgOlFAkWkVFzNeUZu56PB7nxYv57dcvfvzjH3/54z+/ePx4t9ypamsN7i2amXjGCCOyQclohNEgicwIv3+/C61JANf7q8Ph8OTZ47u7OzObqpP3IqK3r2p5gkY9qh+Xm/nu+Obu8vLy8M7T9957r2F+9Ozpdy4f/exnP6sVqn5vUWPr1RnJWVYBQW1m1txHDKBYZOfN3RdVkgECTSpLiKpGKzmSqtqB20LS1UspLaIgpaJ7zySbargERz2SPFqSnpCEKztqvpkWevQz9WDeadBjNmJhkWVZLi8vY8+oKl3MjEa2Q2YYvLXWZs90zKBxRjpe4TM+cNmBq4uLD997H4AR8zy/evXms88+uz8ezEyP8/39/dcffXI4HIxga9AmpLaFZmhHN4u69eowM3Hlamfo8LQiQlkId3PYWZDjoX8WplbZRO+zOUDwsHcLFen5wSisU2RgHA3spRsb7Ev2Le6KJ7xbBDpEXKSaWXXA8wwKR0m166Z1PbNvqbt7trKBETRf28mv0ytCk4174Gch/E7p4iHi43Yku53pQ/DRs/8VugYdXtNY2TjpfXelwQhAutk5BOv44liCOHf01r2vIMvliDnJ9iqnr6HXhzVZ5KQyBr0owTeK6qo1M3v26S9fvHjxvurh809//avnL168MNrd3d2iBkpTa80OZq21Ow/jj+6+QN2jjTMsnSsCMJiItLQUlGqN3So0KyUVeMQYpE/FAhWR+3kG8KyUy8vLpRJwkfbNzfPbH7/+5Mc/evbffuuP/uiPfvtv/9Fv/9G/+NN/+N999NFHV/fHp0+f2nvF3V9duojMIfNT7kUqKmE73p0ux0pZgq6w4X6GGRvx1/jFRqOGka598Nr6GGOSx+9iEjD71YU4WUgHUdfoLIMdtviDBimn91q/LwwnkqSYeG8H6pvPj2gIwldRBIQgkp7b0Q6BkN5Ibwmz/Yz2zhnezbUk+A3nbVPd+XDHdhsozOgy9K2ZDoe//4z9X9a12IRXPbMTWKP61FGUFhdRLizUYP1N3ukWDfL6I/TnZcC0o5UDZa23iDQ6FJ4djbMz+Np/Qgd0Cx2AsTndvjKBoJPLpFjtR8qDgTcXIljHBgKHtPCTIyKiy9qLKJK63qOQFJHaWvOEsoQrsiojz0asArjRzSHuIrL4WtBTZIKDvU9VPAPgTZt3iqiz1Uy/VzKVGjYUuSri/i0d6zVmBkBVt7qbkpEZzpLNTt1oDrISpccj1CxZ+OPSVFfV8KrHjI9fer4/hPJ5eH+Mw8w2NVBYvz6SwhnIIF0iaGqbXhcDxwBk3C92m5RJ2zIvBPeLkY5WIKBEMUDMmnqRpIOujhpBE0Mp0YGouZmp/OUvfnnz4s1XX32lX3/+5vXry9pw/6LN6u4hfWMLo48DTKo0iky7XZ0CZe9mdjXp/f39995/pqpNDx9++OG+VBE53t1eXb37zTffHI/Hp9f7N29etOMyyUTQdcaytDahOQ6Xx/n44vUbPnv3+vp6svY3/trvPr+5ub+/v7+/V9Wjo5nupZKcipsZehG+u+/rxE5I0zYIqgSYpZxSugdmcdaWxhbp3oJl171YatAQOgJApmBUNne/aUcRqaEGQu01kJQ6BeOdqs46D+vclobOPxzvvHj9SkQcWkppy1r8lXvD1d3VtLVmw2GKq6WrzF4nRQL73e7JkyeXl5fvvnt5mPHmzeHLL7988eJFmLOvXr558+bN5598vNvt6uFgZm5WgKXdSym0WdzpjW7UpcqEtkgP7EfbtG6mOHt0IqOVKdroG5bUjTkVRv8UMa5QibK6cSciTFVrj9L13HcSvgSZjuo25iHscfEzYYH0mK3LrKjk1VIYZzBcNTsVoH2G442s8fEe1QAQVEruyN4DZOB18PC14XmOK0XblzE56303omDV5QMeJ7kpSYRZmuZjT6bEd9ycgkgze+8QCgm20XX/PxRfAo7wnqwlB4wKpxRdvrZbPTFrMhkHuE8KM/zWzeuPPvro6vDm0n3f9OOf/vTu5X0pRQUL2sGaqi5uqvpSaeYHwp0qABJum/QSEQ+LRA/Eujke913amvZ1XRsVGC3aEHv0LTUrPX6PZfnDv/Y7pZTXn39RWGxu7s5Pf/0n93f+wx/+jb/xN37/X/07v/83/4U//q//8ee//OzZ/fsXFxftW3vAll03kGMn9fAbt0GIWOaQ1UsQZ8Y+X7l4jBCZAJhaYorZAEiikJuISHaKjjKCMAxMPFRUrpr25et+l/ctH07TOWpw1KW6R903TIDscH3yUGcvkm6E56PwgbnvvbfpOKFqXkqJ4HovP+I4W33PYJ5nABcXF/1UYvMZOdtd0afeu5UXWUEzk9ORYPOPWBJ3t21qLnbv6enbbqrV2nNxd+vGip0acMFsEryAisXhfKDxpRPNbGYzI2fbUo/tVCMdM/bA0NY8XSWebXuKeIGvnajGJ+O0aqdG6tZF+nhhY8xqZBJcOwCIunjQAA8ZnmNguifD4USfhygMymlFP6NhLgsoQDe13dVPeBDNrEZGpf8TSP8z1sJoMkkg+jyaUIZ/xFU/OhrFg9Sh2/St0yt6Fal9n7sIzQxCcweFIubOSL8Gl97AGCXSRUQIB82RFHctHluKoPs6OVYz4Y6oCR0NumwHIIm22QhNdgUetuw6ZdkzxM42k3dm2xXw6+X+bhZeH44HjyLPqH90qsaTgkXMICa11gkoCUFHqFjh7rNPf90ObX59+9mf/Jm7l/n57nh/mO/dPdkbMMDF0nUTSTZid3ExgdM0VZ91OT595O+///5v/9bjy8vLDz58PE2Tz+3i4iI4uKfSn9hdj3ettVcvXh8OhzfN3Bcx1eO9K3TZy918pzp9G9fvuH/7vdv7+4vL3W5fnzy6uLu7u3l9a2paqKql7UVYoohdaBs0dGutQy5iQemWrVVynxEwa8HuU2qnF08rL5xR9aWUYsFydGjTNCVbknopJVIqpeMV5nkuZS6lLMsCINy+IZ1jwqGQWo/HI3poyo5teMwxP6WUILgZTnAQr7CjpkScBJu6+7vPPnj69CmmUkpp4Ee/+uZXv/rV3d1doczzfHdz89VXX715fXt/f3+xK63NVDUzx6Kqbk1daQp3+CyEeCtOp5oZetVIGhZDqAFutjW2srKxS8lNAyKOBBMftqWPwo+Ng9dBMhtJ5ynvhkXEDfN79/JOIm1vzVJFPmhrVPV6K7q7FIkVRzc7UgcEiIIEow7qRE+oaa01lMTZ7Taqqz/r0NCeQL0Tad41BLvJmQcemaAagcMYTciWEdVb7Q8GYGMMY/DvCwapzbiRr3csp0m6s1esKc03c+jokPhnh9vD4cCf/uSvAE/a8fb29r/+x//k8ePH2MlhOS5m5navvizLgaU1f23u7kt069ZAU/Ul6x5ENpt/kLzDZv4BmqX6YTp0DAUb6whARUj+5ONfquqFeCnl0kuttSz4cv5aXt/+o5evP/j0yz/4W3/rj/7H/yaOx//qP/9/vvz6yw/rt6dpmp/B3W/reeffU3wDbKUdibhkbs515zmgmc6JYx6U7/0yYpbK4eG22aZ3wyiPSvmw/22L+fHNzonccmSDNkejq+T1vbH3VnM2wPJQMMFJUZDUI4hD4/o2w1AAb2rRCzufZqS/ctGGVRchwNi8nuYyAjKbUxoGBhnpxNUPiIJCH1vFt5h49LjdmPwRhvSMcvV6lBj21qhyUbUoBRHE3AZ+b2X+S16bnLnerpeIcokhlLAaMRuaQAYUKg6+EIgeEM42DB2ai8NFxzx7fzRyRQHE1dAtaeSxDSmUbG7judgzJwAYrDFCT9ECDXItmRTwPHNAtwT7wrm7py1EAxA966We13L1OPG53UJx8+bNSymWJNg92cXxlHE120QBPBLW01SGcB7OsGl0PG3urkqREo1aQDX3OgDn7KHR3NbWe4m4RxTNKazFgr8xSocQ9Mvbo5iIPVIiptVLrxlVOpal16GYadZIDxBExxAICTePbhYcomzYB/GZIurIlsG5eG40I7KtonrUig+Mjru25qXsQFhrpZQS3GdGV2ghnJls0np7e/v1l7968+bNn/yX/xXJ6+OB5FEPy3EOHqDuZysINQFFpNZpCuzUhduTx0/eEXv06NF3vnXx4Ycffuc78ujRozbf7Ha71ubWGqcCLDIJYEE20eYF7vudXOz3j6anqo8++eKF3b++LE9U9WhvDnevl6a73U6//vLrr798/dXjZ8+e4dHFo0ePLnb16vGjizKp6mGZVe1+mUWkF2f4NE0kmlmVQgTFXaRWZQmgsVtSZMWZc09KF5JAc3PXUibv1IwGmCVth+oSatHM1KLBHAC0ECgOAIs2caPrMBoYKeM4eG5mVtRUO9S3pasgnS2oVoEThkDQmrkI1VAcQpZm7v7O/mK/33/44YdPnlzOwLLgs5f3n376y4++/vrly5fX19ellPvnX/z85z+fBKoa2bLl6GZW3Jo2xxGALUcApdKjMRBAmFuLRH8/eYEcRT+QcURX5tKhcqQH1rhJOmwkAjvgMyi1++UdsOSWi5jTVl702job8mooxVPoxpqWepAOOPfCx62HTNwakUIZmL8cf4zwbS93B3SYY8Mm7fkXj9hnJ25fzaz8/UH9CrthO2Z1a4Stk7axwLd6pYu1LLGJnFzJ2jdu5zxMQ454Tx/J1ubY7GGcj0QM8P2yiMj+L3/GeX73cE9yefXmo5/+dLfbHY/HmWVe5ltDa+2miarNoKpHVWGo0eYuidPsT92R4OixDvYAzHiAbrgEdsrJYE3z37RM9xGZcKHhgDYFQaHj0XI/6e7nf/JPXvzql9/53Z//4O/+3X/tP/rftp/85D/7L/6LO7Mnv/Xe9fX1L55IiPXNCkYHA1l3IKxItK49fXET1AmHR2rAnkB2EsZQpZLOfs915pphjQSPZxurI57UZGe3jXSg+YNErZ+6u4C5bQvDY+cupkzUEgBYL85cZ+B0f5ZSvKmZ1UAS5M2CDzLtvOCMHzsKyY26mtGrbRHx0ojkmbmqjyrGzTBap0qJ6SpFeilJaK5T37LPXnoL/XdVJUJDOjbmmvdwTG/TvWnyNkrv3SQqu93hMIW7UE42wRBQSXOdB0lTv5PuhRSljgTxeMAxjNXKGTFjFEAMQeaARN4BpgUoJTxUs2GtisPMvEQDus0SEU1VLdCBwb9nJJ0KwLT1fJR1bpLI5GSyPayjrVgYs7r1ulOkG0WyZ/LGUD/pPePNSy3uSvORwYmjb9ZPfQdKAVAX39rCgJvAWSHutIxgojoI8/QRtEXNYy4AEQaSw4vkfhKRWPkeQ6WIlBIh0zKUfQh33xQBJBNdp41orRURN4+tH65Wuu31xJlA11Ut3MmIS4XU3vgl8RUpQLN4RnETR9LeiiBrQgXa3E1R3F3dAHz14s2vf/1r+/qrL7744tJUVeflzt2XdlRV7f0cRYSoQFRMs0y7i6srgd/f3//+t97d7/f/w3/xBxcXF0+euqpO9caPx0kErV0SVpKmFVZKKQEL3U1Rtunu5oW11O9++PRq5x99PSvUNCpN73k8+DEAecvz51/tfuu3bl+8evedp7XWpxcXpZRDW5ZlWcxV9XA4APBFReoxmBETe+8eJT0eKUnKpqiebqqpraOMa9R+jj24g4jDTeEGtXacUauqZhF8P40ncJZh67TgDXJVg9DMopicWNDxZ2F6hn1ZEjiMqUhAZlXNHTzOpRS5m58+ffr7P/jeO+9cPn4MEq/v8Pnntz/94uVnn3325ri4+4vb+1evbj/++JfH43HXjvv9fpkPq1EbTeF8phl9dndE864WjvZgbDejGS3xJWmy/Pd62ZZ/4VTZGIc/5+5epGgnPDqDcTQ3FEFi4ICNjtl+jL0wSCADT392X5I9ymVn3w22rrhk2KEuSRB9FiP0DdBEVYf7vn3qrWV5Nk4A2aXXfThvef0ufQU93jZ0vCfrCyOYwd988W7zDa9PRGBWwJKdJOIDcflM0CDFlfX498libe8Sek86T1D8IRTY95bl448/fu+b5yTl1ZsXL14s93fFxKCttaXW+4O+AFrTo8HMG23rEuTcDA3nyROLs0jMdiLd3V2xGn9IO6YA0jzYPdbrx885nRkFsFAK0NgAPFnkxeH4zsXl69vXt//4Hz7/6Bf//L/2b1z8nb/z7/wv/oP/7O//ffvFp48++OBZeVRKeX6xo5sRBDXzCbIJ6oz4xLofzrKlfhrWHW9KLWF+DfsCaeSJozef7Vjz8fNkgWyTqdxSN2e2Rx+a8mNlzy4Y/6y1unOzq7eTfQK8W+/bV82RHeHzuxYLkv2+ellh9kdajcjN6gIAFPDRZ4KdY0tW866EHBkx/qhNdLfgazmbZABra6t1huEYhcOyqQmTcZRTp28QaRGZGy6WuyfqEADo5rXWJWx/L3BGSne7J6MsI4jxwxTbrubWT+4mTmBWTUSMUDeiRkDWLV3rUKihtYsUwCOSN67p7qaLuyMLKTYit4i5jz1GoGSXUt0OzDNf09N+YYPm6rS1gt4wiA9JmBmjm0U0IROQQaHXdQQthKq7m5sQo0eqCCNG0pq5u0y1mUnZGRkFNj0qnA0lh3ld4/Y1kBamko1Owvw0p5sujrrb7dw2TYSKQIQeSYnSJQmT4KMpmdiLqKAxRzOUiQ70cDeHTxhYw5DcAh80pp0J4uT8DKd2WaKx2IC2E8y2Vu7eHEZxspmpqMTRIgz6/6Ps35ZmS5L0MOxzj1iZ/2nvXadd3dU9g+6Z7hkOSACDk41AiibxgtKFbmSSmV5AzyQzXfERRJqMupCZdCFKgmAiAEoECQwxmO5G93R112FX1T78h8xcEf7pwj1ixVqZuwdK21aVf+bKteLg4f752SBUPbHumAHJbqWoZtVmSa9evfryl79+8+bNm5//bJqm4/HJzKQcAbDMrDVaywenSKqqKiml5y+epZQ+urYXP/7kf/Z3fjpN0/XuqZSD1HKVcxgNPEFEe2SlhKRhSppaPToHNyeSd9e5nqYXN+V4nHmsc52Fj/NpBkRztu8ed9P09BsBkO+f7u7unq72H3300WyWNd9cT6r69q2QfDgeCktxdgwRkSzqEXXed9eKJS9Mqq6dqCShlQ7ZffkrhjLOAIyephSgMComBtc7Ho8BCFrhDSuzalYwwgBcwhFGzNVEpLRsJhEJq15K8PQHETWIIVHMWA/l9vb2J5+9/OCDDz79SHY7iOJ4xBff4csvv/nXf/nrzz///DBdqeoJ87fffvv61etSCsQmMCmOh0fWmWQqxbmRAKizkIpaa80eH+Swgy1cPsz7fUVs4GedVJdX50ouAjfcdhQJ1kq2umEi9GzxCk+OvKKenTvIVLU5n1YGp0FoqUhzWCzZlI09Seq/6uNEj6xtVvn+CVoxlP6T1csbjrXeHuyjpbvsgKWv47IsvTOvCwZlFKzpi0OOyZur10qotzJviHofMGdig1NPw9W7vWeX9yLi8V7e17Kv6sUBdK3V/6y1jlddW1XVw7/4b3+Q0kvWr7/6+s03b7999Wp/e2NmJ8Xj6XRfpsOJr8V7hbpVJ6pzSeN7o9XKVYKwzYizCXRQ3t6sagKxOQ3RlC6SJgKwWfcXMR8LlaxaRcq1ViArrdb5qHyO/fz103f/xf/hb/zzf/o3/u4/+J//L/83v/6n/49f//rXH/P47Nmzp++lWut9npb9Hf7VNc339Vx8lOukjXPApITVyoiOTmc7ou1RIGFGyRFrZWZZtoitTbwjUShMxWs0CLisRv9VP8Xu1a0eetgw1rmutaEQuoN+YAX9sMPlIBVYpaHwDGgOe7r6sH/Sl7GU4pGyda0Wug/XwCWCs4+W6PdsCpVnUfjcF+AbrUjo3eY991Y7wBOCDB98tVMjzYUs5nkO0FbNHTRwbtOsVQj4Yyml6qERrYxOtaprOhkRakoJBaBYq8jYJx7Q8yyK2je0NVdxAOFjiLwAshKLt0S99ALh0tOJu3mio0CIQqyVzYq4YaeZKKu02ikJR3AbjBeiapVZWoc5hzeUpAapVnLOUT6cYtFmjGbd4QNETro2CtfqoVlSk6bsnVJRaoAmDhltLUi8cnHcBIVRaWLIRAsel+UMZ9EYcXt5BFLUmPEgOUBFPOHwdCyqSXXYSzWgVyZbmJf06laIlucU5JzneU4ptYLPAkQDGcdOYlUFsxVV0E40QwEEohkWBR5NcDgcfv6Lv3p8fOTX33z3m99cE3Y4VptrrWIVAD0eMSIyIzp+mqb9zbWIvPxgt9vt/s6Pnv/whz+8wnGamFJNWVQyWzXItkRhUg5a6VaigXe0IF+52V/dTYdUWHKRejKbC4/gY50l15zLpOWoqqXy6f5tevbRq/vDQe2HP/zhN2/fvXjx4vnz57XW3X4P4OF0mOcZy9PEGxWoojkpIoF80uSOXYBjV9zQmKuZWXVoyHDaRgGwlnjRX644eOZyKUUnbfmD9KxegRAE1YxVra5tQmxeXQBJmIS3++tnz55979lHL17gbgcA7w74+q/e/Pqrr0+n069/81szA3ePp3r/9rv7+/v7p3eqijInEl422SpLSeF9qCKinlM8n0hKKgJ6yaCAHZGcUd1p0ZlJp25pLKtR+zZUZbASKVoL8A1u6BeYIacLUsTvXevsRUaa87d1noBDh+b+iOO64oxtAFzfPDXO3j8hB864ucMosZp4CHsnAK5B1eDaSyFI0PNqV4/oMx0f3ddHPHwCS/Ll6KR25363BinVzLwXNojU8sxgVAhleYoQod8i/tsEqvOguKGx5QyuX8vJhZq5gimfvHv8+c9//g9vdg8PD4evXz988c3x4T4LHh/v53l+TPs3j/N3eqqV84Sm9QB9kM24ctHneIlgVt+Oi7ZZz+GC5Vd18LaqCskTCoADKDQWPt4/zHK8u7t7rvbb3/78eHr4g6//6gcffJxvn3/+5Xfy1ZsP8g9yzo8vklhtkcHB31yEbwaD8I0I3P7UrduDk7dHmGkvILaabQuE9dSd0fkjiVHKF943eViNC0kY8LhwSrPPBRH4cMleVXKMf/Cs0tFeuEAQf9Okz2LuAlZOqvEEoUXiYuQh8bvisuNs091mI5vtRgCnIiLeokpaUV8z0+hPynYZ22+tQTeTUJmqaNf2PD2hwdP2FPP0lUg1azVHQLQyexetiZ23M8KAW6BCAD6YmbYENTNDTgs+7odtyIPuKyZqKhSjmV1qCYjN9eY2X3EXiPTb9mR3mOtZEZ7UfQ5m1l0mQJQTw8D0Oul2T5dGXKlIa0piZimpVQ1DSqMxryI5Dnjc8gbjpGFjzyBaWfQbS3T57o7vnFIyHgFkNfUt1ZYaHfQRrhaI6RRJRgZ3p6EzbQfPwbIra4ZX7R9E9UDWbkNCywoi6c2wRelZJn54PP7PqafVpuh25GViGcxghbJa0KPns5hrVJWsClOYwKwadIJ5gwfzniIUQ+sB98Wrb9+9e6f3x69/8av89pt9raWeAKRiqHaajy70+h4knXa7Haa82+0++/j5PM9/+qOPf/CDH3z2MWqdOZ/SFEI+qbfes360RlYe9CcVgFerJ4ogrB0kp2l6cXtzenyYchZMhZylAieIaD2qTtflUVWPc5Xd7tdff51ztrvbN999k56/uH9zv/Mc1Smr6s1+EpFKMbO5HOd5PhyPJM3Swm4MVFJNRHIY8K1xM2np/XDYV5uW5kHThk5tnc0t1M9qMCawluLeYhsFmDcgj+h7z72KxnEAbqb9ixcv9llIXl/fishjOXz5b98lw7t37371xZen06nO9XA4GE+n0+n+uzci8vhwADDVWsoRqALUegSgtGSWhCRzKSKSbDYzcnbkQ1KjDZGHlFZZ5ti5WIiCEdBJ72ISn61kdlPiV43FRCQ1TWa8rC9g1M8zQqjTkAbhlp6zsrEjq+1mA2fo/RE9zNyFFLtRoflR4/OBOS4RzWgGPJdVQ4IYmrG9DUBC0nhSo/ivwnrGVkQF8IIAgRXcHtGFaF+KMeViRHvS7HDduSzvsczFV01jDADKBYIPOxm7aoaxC+gIT7Vh/Hau602Bqj7+9//9f/q3/ta/V979v//xP37zxdevv32znxIpj8b7x8O3WgrwxEKh2UIhXWFwJm6tG1CH1N0mNL42nyxAdu3oX2ijmS7aV439DCTke1dYVPUByIJMe3r3bnd989Wrr1M5/YuvP//+j35yd3f3SaqllIdf/eb29vbruwl1nvO1P6jWOqoW78OpfTcbOlxB/FVZFopAUgCjJSy/xb8CHrnY0pVGlNlWxs9Cazh7tkTjIgy/6qguLtNlUl4yLC5Qdfjj8zd1EGQGUhusGW/VMX1TDuPIRS+fZXYtojFqnAlA79za5KyMs+hitzYftLtfyAip6hQu3fpFuARKKZXGvkimrO5S9F9Zq9zZVbZxiQAkiP/c566iQBpkwdj7uKJlfbkRoQ7cqbdQ03b2+k1GENmBLE1NJAIu1QRGrCJhzCxlf640+5GALoUkpeQ5+7Uu9QL9ECmpYHTFGHr+Wk+4wVI/D9BaC5uReCgXFomPKawhdeTPLfitiUK3rQr7t16XtCcT1VolmiellJS0XmN4Q1HL9cl5e6YnbZBUSdW8CVJTCEKrbiWSSWlJ8G5LMDNJSrMK7/CY5rmYm2lULSjDfQicckqa6U3PlnKIscQJAlsOriPgIGWiSrMhCJKIefE2EaMYReHKojkNK1KIYKmaKGmGnrzeGMUEVStVWBNIzlaR9FjLF59/cXV18/UXX/7qv/n/vnjxYj49mXnnY4pV1OK6kddSyimLCPPNbn91e7c/HA7P5fB3/+zv/uEPdgDUjirQSQURnqmoqs1+AHT1Iwg+3NYCQFwfbfb/lJJVgaaPP8jz4en0cBKTq2yyA2s1sytRqVZrBIDMM0VvBVke7Xh4KE9Hu7uz6erw6vX3v/fxbMbb/dXVFVNS1du7u1rrTTmllN68eXN1tXt6OkrEbbC67uWRz318Lt18tQVdLAGLfaKhdhkLKbMl1QLhBRaEn08EWRKAmRWCnFPOWWkiMk1319fXNzc3Oef5cNSULKWnp6dXb37z+PhYDunbb7/dgU9PT9+8fns8Hq93+d27d5wPpRRPX0KZAdCqldnHkKKTqWnrfKD1pKpST0oaZwGU0WxQAHib4HVltYsvLnx/OXKju2oD48aXn12nkIB3TTiaGVJSVWVTNEUGgb3cYSPp+5/j40Yd7HwMmz+dG7dbjQy0l0/3kWvPs9mMx0m8Y7KN1F+J5PHnKr0aAIf1kZbSLdKCnVcboMuqRc2zyNW1IdJ8M4DxHqPIX6RC24UR13a40AUAiiXg46fTL3/5y//kD37wex/e/LP/4v/8zVdf1YeHPE0nsBi/nesR+hYw1dJm3DGr/90ci4uBZMQfq+leAn8XQRWbjdy/2+12c3mKmrsCaSLZhY2ZeclZj6MSEavlLZgKT1+/yzm/e3h7Op2K1ZcvX37wwfNdwov7t/nw+OEnz6ZperibRKSEG84aIglQ0gX2YgBmx4QAk4hoosd1rbyBa2ABqUBUcRvFJ5Kihem3dTv7LVQEaTf5mrh7l4P1aLWt/Tf+fd0mY3lTZMDVmKBMjyxHcw1KNK+CtbpLPf1+3OLh8Qr2Khbb1AQfpgyD9Kq0zeITE7Ba51PNOReUiyQRR9xq/xGGiORWzpS1zl5f0c3njEjKCl+NBT6CpBc8siGurn9F0uuN+t8JNaKb2sjV68YhbVbY83N9fGRyzDYUXfGBnHqBQZq6V1kAG1RWrwEJbYYlQsZ/bdjj1ouILy6HhKdxs7pvhCQFZrXSDHSe7UFLcYca4uBiab1ICjGkpMSJYNJsZpVLwQeP6vB9K2RKLYylgn0LxCptN00taMFdTVQoCffeht+3QmpUBRsoSaRaTXkiYOSQmeIvEyPMRCSJGk+iZmjmCPrzxEQhHvtYxb8XIVjbMaOfD7LUebh/xNwAcE1xPnGasmk49o2UnBkaQCyK+3Z95Anc5wSbFVWlssUJzQ151FqrlLmWTLm/v//Vn/8P33333V1OfHqEVfGIhEa7aEnROWfVPE1T2l1dXV3dXecf/d73/9f/8R8fj8dU36WUkrrEdSuvB0QL4LHlXhA9qsAnrxgess2ZNVsDFyYBaCknVJrh5uZmd6SVqlKnjCubC4thAjGRnCnVvLQKU5IyQ6Qen54ev3uU61rrbZLj8XgUubu7e7qezOzly5dm9vx6Z8We396p6tXVTa31dKq11mOZRRWqVqu0WJB2VIITFVWqOhPU0QobKKE7KWKDxDjpIl1yztjtaq031zdm9mK/3+/37tbf7Xa3t7f3T4eHh4c37x6OxyOqvXv3roLH43F/88Evf/nrm+l2nudvf/25mZXTE8lHd5R797B6NDNviWallOPRxX92VwgjlUyAVGcxgRT3UTi3g4MVQGl+nhg9pdA4KpuS4Sd/iUXdnOel6KugZ6zj7DV86JSmAEBVTZ28pbmKrCCl5GlgEeDHCIVp3Cpi2HgJ+V0cQP+qX+bKlGdj9f1VEQ42RblkYtzcaoSh6wE4JSg9J1/aTELUn/9kYLtuL/RdUQmO3PFeM7O8DwMNo4xCmms+3s8jMGD3EcqnlGbP4LMqIhNNVb/71//d3//pT3//3//h/+0/+89OX75G4QzMtR5Q5zJ/W1mgJ4Be2UAETh7OK96zC8uUByNTv2YD9PvZHH+oIVaDrl6+fPnqmy8Oh0OboIMJYPA5vnjx4uHhXSll0imnNJc6WxWVKenXD/c3Nzckf/vb307kzc3NjRat9uGrb1T1g5sfA3y997T6RbY1BWC7/BuvX38VRsfz9ntkj89uF1Qzd/Z6lnCcMiUU5nHGjdixAI6+uR6a4rGP7n7x1niEh1J4UaS+erLNGe8xkaknew4drjps0vfu4zKYvokjQnIK7LvZ6UFbn9xOnxsqbZpa5CLUWns9Nmk3Rbu1+BmXZjmj6WDNJoNleu+ZGLPjWo8Fp1uCqoiAE0nP6KUXxxEAMM7sARMAJAopG5Khw+Ph6Kl13c8L3dNZMZcklbaGHjFcAGTx9MGE9ty+46zVG5lGBcE6nGWmWvrAKqRVEj3TssbD1VrJhOIN4GyHl10W8XZjYl56RpJhqUtgBnMrY7PvkIQksxowse2B7yABTZ73uIROjbvfOT28UGVg+MAwKYNArjarqjEbRCMZR1w1EghQWyz5wrsXLuPVcXyJTbxHGgAhtcNiWYznjLKTqqqw1kKJ3g5ErCoZpU0t1irchYP1OGL7qtmUrggQJwCSQJhZ6caPZl2zKckORvKpmmhSqlJrNYgUJclXX3z19vWb49ff7ms1VFoVI3ydSGMxLkqSqk55v5t2N9dXz58//+kPpr/39/52ffp8n9J+lwFowCMB4Q3avAyjr620fi+kSzgqtbXF8QMVh6MFn3oezPzhR8+/+PZBiZQE0MkqWNJJABSCZlqOVopOUCYPAdbyZCe1fKuqv/n5z6ZpmvPV0+t3+sEzEfnyYVbV6bNPvv322/0Hz7zs593dneRpmnYJV7XWaZocX6iqN31PqofDgb1qNqA7IZkbA5rnOe0mAFpj36dpEmFK6Wq3V9VSyvF49LhJTlNKabfbmRmqzfOcwMPh8ED5xV/+4t3hmHN+9+5ht9tx5ul0ejrNb968eXP/l9M0PX73SwD7BLizwcxDU2udSU5iZpZtFhGtVWslqrrXwKp3/lCe2JKE6F1VQl8XrDtkOLfLsuXU3f602C/HXzUB0flUrw1GtvjFM7vagvb6SdbUI/+cArOawHpK2MZ4NiItVwPbwAVARGSMDYsgrRsbOphrX2EcTIcIri/GpKLOibR2dn76Wi2ugWn0244YZbyzf9hVgq2wjEDypeb+aPlw8R89bft58orv0rBge9NMMCvP3Tikc5h47iP2ZIIKM7Pb03Ge50/q03/4j/7+X/zv/3dv/+1v6mPNOVdIhXxzqk9Px6dJqayOUViAMc76Mshbpr4mFVvHufYBj6CQLe7QJ6bqLcj55s13tRBUJ9Bzu/UI0KvLHZDkgVLJbypevXlg4TRNP/v5zz/77LO7l8+E/OjtWwCvfvvds2fP3qRTIs2zRf3Q0W0/c5wsSZ5FGobMak7ffVu7UXYRaSom0AZbe/kJkimlahVA4jKFXq6rC68NohrWSqQpbIgW7hgWc4ur4rh56WdbZM1qAQGSp5M3zOy2YfHUE2MREYHUaqLqOk/j/WjtGZdxxnEGRCSC/5t06P/tx4qkn1lNEGFAvdZWtd9tJK2+5mbmVl6Pr+0wgmwqUK2akkvwtsJpWTFTqw0nEDaXWFht+qGIqHmqcjTncycmALkAnjqwBopbo+E5DRpS0iv1whJt4RvKRXqy9X0BkFI61ZPPSKMVBxsfy7TSF3KByNH1pyXwDfxhqD7hU9ZhF0JdF+ldguL6Ht/CoZRsQiZZSs05u9+sWGNbHSuP+eaoEG2Fyg0Cb04rpCCqtIQBujmFBVCRWmsuVrMKUFICUUWjY6YXsE3w6K5IDOzHw5uEwLOFjVKiPJKXTScrW0d58RyrMYFMrFqNIO5waKp5lJ2KwEPCs4hAKSKMul+LPipitdakllJiFOerTjPSqm0lzSops2YyJymlOgHVRFj1Lq/zjO++++7+t799+/bt3k61zOFidkKxma19e3MNJJEk6fru+YefXJXf/+HH/9Gffljmr3Y7SUmm5Ls4Slw6PThgMlt01EUKLpawFbPuHEJFq2qt9YefvfzVr341Q2BUf3kPYrpl8CgwVoVkVGvd+ICpSkppr3Y8oDwV8tvXXz5//jxP16r6VTm+efMmv3mz3++vn999+9XX09VdzvlY5pubm6djvb29nZKSrHO5ubmZdmm32z08HNzCQXKXJwA0Sykl4e76CklTSip5nmevcifKNE3Tzc3bt2+pUnOcz/J4fPPmzTTta62n4xHAFdI8zwlSSnn99ATg8fFxnmeby+vXr0+noqqcks1pp6y11pNr84W1QszM3D6nMJhlO6kqrKR6IquqVmkuXVUvD9Vc0kawl5QE4F1QcSbmR9HbPRYbo0prs7Ps9ca7ISI9nWK8bec1qhmRn9UkjSweimAiLclAut990YAxdsvwl+tCwRQaQ1yca+FDHAyBfk+879VXJmSe2x/bLwbk5BrOgq4WLNwHMFp6tAWwX/w2OGa1fpnbedoJddas/b8tgl9EhDYsesioISZ1M711cZnzr9wK5TUgPzw9/ct/+S//t3/vP/j8v/w/Hr+5351kznme50fjw+HwmlZUTx6OUtEpaMRt7h4alm7bggwYoeuq7Zj0PxuKlcjfWSgw53Q6nUgej8c2ncthjiTv7+9rdOgp81zDCmjGKmAW0S8fHu7u7sjyaDPu397d3V3bbGafPD2k0+Fu/1FK6XUiQZMJIKSIppb5twJPwzScRS8ofPmmRYIWs6TJE8UWLasN21p5DoAd4vdKbPEsdwTbqJAQgIkaLXExg/Xbbmij0DywdxyejFrf+tR0YOrcnvSSbS3GwLdvaKq2iOsWxGatrl6ttbnqBig8mHWbzR1wFwoQtdGxXCNL+V9Zudo5JG1UNziZ53WrlwroWfBjnmnbO/dA+inrEjDMn63gl3MCB2T9DpSVg5atTSWGjaCpSHAtt8eH5zdyBqzDXERnW+vUtTLMezmbVjUCcLuTNVvdIoKVXl+JQJCtb5cnNknTn0FIzqfTSTXIHdTg/147n1prTXl4okRF9Iro/UPWsLMSaJn1jlxTSmAUr/HaoEaLPuqAVUtJQZiVxtMoFrEKjsqzaIWXxUiozEGI6r0lQEJTVkVkTcBqtc4kSeYce1lrzZqadSG1BslK0g22gLm5juzOAi8Z6HEDBYDKJCKFBQpkGCwhdVYe9ck0k/RCzXFyiCll8AQmjwZvZVyiSKMoxcp+kue31/V02LGKFdFK1iIVKkAqpZwO89eff17fflfnudbZrDRn9HjCzfNIACSdctpd39588NGHP/3k6U//9G/o8fPrlLLk1NsGw7VLI6nhBBxq4xNtXjKq1rGk6DliPbzIAMkqMOwTPnx2c3p7MlQhkqgmI6pQWEtozFJBluMppURCVaciUqVV750EuElJnt7Y8Yki3z28UdWnp7dlmk5vrmqtRae7u7un2V7Nc7q+3e/3u/2kqmZPKaXb6/3sFWX3+29e33/88cdv56eU0uFw2O/3t7ur+/v7Qss5v/7m25cvXybi4eGhGFJKT4fPSymFRnKapuPxeLO/ORwO4KNrP/f3999//uyLL754ePMawONpTilBM4CsSLTrJGYVJz+ctZxOe2+lPJ8UENTexDk6c9gJImBNrNWOEtqCqJlCvYuGtliZLoetGeQXFtkJb3jTvwoVue0WmmKKtdDq0Vo9mmq84UgJ0jTNCuSUKgy03UCSkeokVN1Gs40oc3P/UY5G9U6IihaO5iJ3SCVZJNqFrkfja3lKhaAHdG/FpIY3aBnb+Nt+q4VHi+vrBKACokYCJcMv0+ditjCo89e4DpsdOf9zGe1S1BoxHvavorCfhx9MQk2qX/7mTz/9OPP0//qv/q/yxbtnz56d6qlYeTunh5lPIKlm1ckSIDB1m8q57XBZs7YCDeo1v8o6qWUzi1FuwWPWNspkLH4VkbCJenUl+HouWKrdigCKkDDUSOY4PDzd3uajFXt4fHh894d/8NOHw+E/+sM/+vyXv/zqzcPNzc2bnYefb0fV/Y0AIMlrn73Pt9t2Qfo1bNVrdUj1WO9viKfl9wIgAirQVKP+badGdGsf2G0zYhz1Ll83YC0iGhpwSiuljPlDGyKXJdwlVvgcufZja61yLYYCN+dEKyKNWt7jRKa2w82GJUAggpMRCxMDWtNPH3NbPel9WrvC1a1bS+fZtvbt54PHWegQ0C7ZKReO2rJcx91x38JmgkjKsPmEsu3BZT1tqN88pmMcb5JSKmVJ1+hkNvg2pfPt8Vww/JyinvsVPLtPKsiGJE172yF4H3aqmkKXu3WfJIS6nuJFDk9UiOftImclKSxmRsLMJk2kITmbL2YGqZCa91MGo8a0saiq0Ly0JQB4KqPj/Cio6SZfI41RLYYeBsHQX51NamoJ1b7fJGPZW35Q7L0KIuibAAoKSU9PU0R3VwBQddwY5zCpNq2dJKWKCIWIepARVyGlJDMFE2FyhGefiWqaTof54fXDu2+/u7aZ81zMags8rK3wGgBEfJF30thdX99OU/n445s/+vE+2bd5DxFTpag1ZgE2a6z0ItwilZ49LHAWjGiFLt3hhvCCnzNxEUkp7fb80Y9/8Or/87OJPCYhkKoAUpQO6Z0ZuiHR3MRjIklA4CQiMuW9iBiT1FOVJ1GtTFS1hJJSefRiH/rmzatpd5cBOc2HWu/3u5TS7d31/vb2dH90C8FxOtRa/+oX/zbtrqZpOlWrte5Sfnx8ZM4k7zK++PXnO0mPj4+Pp1lVD3Opte7318fjcZ6P7969+94nL5+enpRw2wOA09ffkswggCslWOj5FqSEGtqoyArK7I2YJjtFNlljPTmiBouTiJe8ZE+SB8Uo0WJqZCjufAcbqPLT2vZB+9tznhhb1oKeVbVX8w9fyb/bawOAAKBzE5OKmlIyVNVIpSIv/GREVP22G0EgzX7msa1+QaXIOsGtd78F4IHkETYry4phLbA7AXcm2+FjHHyP0mjn5eLcsT4IIYcH91MHeYupr422j8qfK11GjCcrujhcgJ7vQ4HnX6nq7fHJzI5/9Ys/+7M/++rnv3iu+XS9m+vpRD4ej9+erKIWSdXMKmjC1CpJ98izVtaqE5fzhIiOpbLDPYZ/kWt7BtZ02F8xtcV8CzQbEkiIB9Eb0GqiNs3Hoh8SvI9Ot1jRM4hpRzBD/uq7b749Hb5/naZp+h/e/rd//Md//Ff//J+RfP54dX39dHPzEsDbRj5mhqV+b7vb+6vPAKBG+ItuutyKeWHetqXWwi6EhMazfGVMRBwgmiceSQWW7FrfgM3TxyWN9gBr2ErSRJfcyULJ0i9Q9dRv9M5Q40Ho75cPQ3QuPRhs6IrbYdC4oUDU4sZy2K3NpR/51OfGwU3Ms8X3Qr1NC/XCzhdO4nLYPbxy6V8IGyLjx2VkE5025Dn1/3YI5V9Ic+uvJCATGJHuHuAnrVe4c1VV9agxGzp5uD+kE9Z4uhHhUr0MvnnKs67TpBBA0MR9kUYmhSwFwM8BYnf3+1+KJL1twVB1Hw0INpa27OOy2hINRUutUYouqQFZ6G56DJE/DvdFPPpcRIcaBVJJayW7SDJPApKzQ16qQCWTqO6nF7OBEE1FUYsDUbIVblFXFlOsBhozomON6tANAneruSuQkprbWLNkM3M3KwZnSqysOcILtKiqpAI0IOhf0PxfXRtWk4qkqjmlSWoCjVYAgIcyn5Kl+7fvHt88SLF6Orjuir6X4jVvlZ6W5C1mINM03dzc/PDD6feeX334wshZdx4WJr2gpUaL6IVxqE6gekHXJbpo+d9losSorolpQiJOx6erq3Q4zFqcaKqIRyEwpVRK8YR2t0V7PLvXmeN8gIhVU9Uc1DapKrKwsGStRZK74wupasdSay2mqjpnL6y6dxqYpmme52maPFZvrnx4eNhf3VxfX39zPJKkym63K2W+ubn57auv9vv9sZZaa8670+lUkH22u2N5/OqV34qleDXzk5OAnUQEVkgqpNaaPMXJNVQpJI0nWEnI4mbuWsRMRE7lpKrJ7UzhHyoKiHjTTnHbuEu2ARjVxv5CPIQ4xcLpKheEwkjl0YVHwwMutsHXI0aJjVZhDwYf6Hw88+1PmhVkhXjloiVcz89au6z/oPEUaYhs/droEr0DpkXCViuWfubI7fLWiboLoU7kWzL2dBO1xdCiQjKNBYmqC+k0Dkx7+dm1wtPfdxPgBujEUrtd8D3OyotLsRUwALor6tJtmnCNn7yYD19//fVnN7tvfv4X889+Xg9P7hV5N+NYeHAdMoTAwqO1ZS57BBuAHrOChu3Gx8ugKEp4xrzt4bCel5bLZxPOpmaq6rossFUDAESN1WhIr6PntwutCmEl0k51ephPN9NuB/v8qy8+/PSmlHKnkk7l2f2znPO7yaPW4unDyhPhto4zn7y9FZcqa306bOWgEsK3u1UwRjgYARuWNFWwx05NKg7UpBUQHkHklpDOtKbxtG5WuIKgAWLGLK7sr3TC8bcLbKoQ6ZbshZg9Fips4RG9A9LG1KLRtDk4h338y3RUlVEFM4ZhHvvfVrilu7oIp2fHu5FIvBlTyyZ0LUVUSbohpq+BSHc3LwdqrNKAM5pcRNvZy8xUWhFvpk26jIN4QJQC761A8f5YHohl4rF328JM45+eihdZeC2WujMf10cNNNGxFwsDYyy2wJD1Hmwz9HxXSLUqsB72F93Um1kx5+yWmf70ThijvOj4vkcQ1FWtFxvFllO1yWKWMDNUbV33VDSBzJkwoxGOyQRsqoJBwoHikXkAhLGR0TtBIxZYJU5gbTb8RZUZ9lVbsX4zSxJV+VBb8xwRMqLTHBf3KsrDlvcouK7jRqQOF24KgeQiVi1HoUEFtBpUNZkJ+frd69evXx9fvdF5xlzFd8NEmMTnDnjRy8DsKinn291uAn7w4e5P//iHmH+dNCXM0kNxId4GWASSdNnC6JfQaJhkS70ZiX6UPf3K6rW42icppb/xey9/9rOfTWk/W9nldDqVkMJmChb0U1fpWz4j51w9A5reTC2TTKio0AqSUiSlRE2qakVMxOZaSzFOBlBSEsEVABSzp8dHqKDM9agkWW1PyuPD/ds3B1BVNefjowB4+/BQT4f7p0cf/MHuVdWQzEyMmbR6EDMwq5k3eC/zkaS0VCmSkxcr87zpaJ5daq3GOQOwSrd8RB1QSZwTkhf3ps2i6n106GUX4ZqCx38AfcG5lJtf6dmqApTFUN3tUr657VwhxLO3IAvbHrXJ6CD+vq3qcbvwIFXduE1Vvfu2CeQMcqgfeWDl1OvOx/GkOMmMv21oISpdFTVVVcnoUk0JUG24yxlrpgp7jWIuFWg7GB7e6mqFh5tIN7oRSbQiTPLduTxuBNY/XEbyHplxfr20YHy31wDdhCHnaC8WS2OFMcYLDldmMRGZvvv62dO7W1CeHk8PT1p5pFWr3z0eSc5QIwpKi3CH6HRu7lVd0iPFo6DGwV+yOF6EI79Djjq1r9fNuevigFutrQk8bY7BD1FNU+pqhtEoibO9zToXYQEe6+9/+vJ7P/nJP/2v/+kuT58eT/P9w3S3U9WnSOWZtkBtTINoH26ucYk1+uC090Rug0XTFpbAiWa97pFnbZq2xb3dVy5QlTB5ysqc3xZ2PHGrb7ua19zH6FMbL7b1Fki4SiWK2492uMH41wwZQzKBpFEsjjiyrxvd992gZB+MwKPqN08ke0CROGxgx/eMqC3PaJZCz5tIZnAttHKmyqjEdgjLFgcfJYegBOVM8PnFCoBLdnZfpZyzmUURmYjAi4wCL7ouIt5B2AuluFFJpKO6FbgPc6MrUQSJaOLX3OIBZppDOQ4XIUA19BA1dzI68IJ6wjhJSs4AhQMGcCgfxEnANKq+wd2j3gTIPxERj5sKeqN3JpAucfoiuwPdzMSLg8AdShGCIlAr9C4yKamXl8kiVIUUr5Dn8RTB+sVjbsS6OAGCRAiIht5vtahoFArG7OQoEtlh7q5t+hkkmgq7DcboeQzR11JSSoIEhrUJ6/hQkkkUhCitVWIY+0BETUGL61NKaZeQlHNNSSbJ1iosvPv2u3fffiNPB0SrCW/2EvCULskiAkABiqSUpqtJ/uYf/+H/+B9+r5S3OSVVbSi+H+dwjiiXsw2jaCT2C1DNUgsJauTClFOt0UiA3ZHXVsAhiyemTbvygx9++qsvH+t8EiXEsorQioixSqSvL9VzgAi7Nnp9cPFEiniQ+4ELkbPJDp7x5IzJTFlU1VISSD0UEckQlFJFbdbwWFQjmXd7rRV1lpTqrCJy7IKhaX5eXVflFD5OM4/mtFkApMidMKvVC1CrsNaaqtfl996+p5SS8YRWWiVEhVkChGbVrfWVqy6xbvtZjkrjfUsE1UYGX/TAsulbXWXrYEp13Rg8Gi8tv4pDeNa1VuCmdUETvwJL4ol7VGFSJFBpEC9n4MEGqWs3g9hbMbXzkV/63EuxG4CU0hI2rpRmolD3Biw+iK0BhqSFuPK/24eD6N2I8ODjbtERQCRt/MhrsRoMd634nt9w+NVZ3F5Mw6vXXH69D1fJ6DIG0LZ2qpZzPv3m1y+urj6+2f+rf/Wv8mEu81yMx9N8klRqqSqV8Az92KlqWRVUgcxWsTZGjrht81ARQdgbfHdWRot+fYfb4yq9572ppuZP4/iV2YJsyOiTHoFKw01MUWjvCo/HkjFVHO92V3g67u2UZ/7oejpI/fx0r6pP+UUnns3hWmYaubrW6K6BCYc7FnZfJy1nhk1IL0bftiZiNo81zxaqi4Sq7UncLD7JnncJQFvfneFHVQAiLRQuNtRQQh9SR2loigfhVbUzPOe0D6+lUJBk8lVwKDkSp+fIDyOhU9dYlQmAd9EOyHXO0MY7uL1zdTLczAdVVQtrDoGVQbjNukIYiRotsYxkk//jiml3ZUNyK0AGXYwU8bVhDmza3Pbz3JCTA9aekGvw6AMHlr1Ng/OoLu5VtURy3qiPapu7m0eiy7x3s5UEA1OjTxEhl8WU7PnC3n0bKaXevqqUeG71zGJfNkTNj1przurtbbwUSNuLdgClU3ELJQyt36TBcPdTlZCAuW9upWlaiSLXbLxfmq9SNmSjSUKtVZqlaoALBIx9S/rWNeJgUztaRFoCKIsW4uOO3YqaVyo0zrVEm2fAc+WS+66EZjVFOvHg1PBLpUcqRPKfCrTl73jFcLYJKCRP2O2VBdWMUiGsp1prPTw+sZqWomZCsFQPW6zBWJfaQGLqTt2cdje7lFiER6+l7NG37bl9aSLdRTyXxg25IbCCYjrqH9UgXyunKpFW63d1Mk0Eqri9vd7lx6OaGlSqqCRhmikq1VqMVI+QD+5cRdRYfF6qq2K5iV7NfYZqkisRIQvMuwImqUgpCZRGULJ59Iaaj61WmokY5zmRyZL3nkPPvJlPzqm9/HWxyNWHWS1FVb3opcdGKCCk8JRSshrlkW02Sc6/CmsBK8xQvWCQN5aGiLCaeFdooybreKX3K0RjUn4A3IxVGXnyF5Ffo/aAbOMn2v5vC55r9u9BuZfIv7MuYxav5fq/BhNIcnttxCQtUMNTf2SwRHqQQ7OLeBuxVYxz2/oLUKYV+F196IkIQPKWl6NdoXc00wArTrRNe4aA8IZII1bok12gSZgt6vgtYgor3OZtjeQMw45zOUd+4/vNUlx8jU/sBLAFUv3N+sxe1dPx8d2z0+km52SG43w8HUgemN88HU+yN4wHMJz4PXYdZwB92eszb6A2MHd+8UV0OC7CIkve87qEmJenD4FNKyOiE0Ct9aBSSn3Divnwf/rP//NPPvnkxz/5oVa+/cVf/uQnP/nzt+92u93rZ7dJUw1BIaMo2Yzf1yTUeKaxxG7nk7UiJXXnJIYzy8GOgmiY5uusgghUkBCxIUQ362nNmoFmAtShsPzq4mFHGvEY4IVjXGo6KjVDoiA1161P1q/vNWjX+2FAtB2r4Uv10soCLhJx+FUlKKYAJI/5re77Mo6EpGpW3IRxDr4BFBaCIqlNbVmchZkM4/WusqOHotXsUhFJA+hk29OmP7bpeqatrEbiqFhEyJCwZkwpm5eu7dYEMRPTofhzbXeWIWp51BLNwn8xHpiIsWuadr/DyAOxlg4iYhb5Q0CUIy22zfZNWcmIGOxUH0C5DUJkYsSmmzCaUABQEQuzRSvuptrbgbRm9GZmU0og3BzmdFiXvKu2FBVK5GoJSGEoafwYgMEjLjVNu7YAPglt8xWa6/qZZilHirE77PwtABel1mpMO9qhXWBPQAEUSM1yztQMsj5PFWE0fXfmCzPTnCR0sbiLB2k5tFGUKVGUrBXIZlaqAfLu29dmlszgo0UcMxebpXmpOovJeZfz7u56JzZbnXNKSRazMBqG81f3NnQhMd5t5NSx0jCH/FHUcX3G+p19grs8wfjBs6vDw+td2iGbsXg9J9DUDfYeFxXi38fkLsR2MGmusDhQTipgVYhSvbKRGVCrSkqaCzCfTFKe59mzFzVyifwAi5hhLplEFTHPHZUK94ZXqVW8apEhpYQ6O1hkKUpKq02HIYBXlKwlMgmsuAMipeSmBloBKTRWU0m1VgtTX+0IwW2zcTrj/JiC7vkNbkuqao3YX/S9aGdV+iHvW4CFeS2xTSsW3Oi6g4ZOEp3KV8JeOgsO4WRA9SjMQCwVkeTfC93RKgQCXZrwXHyNLG9k2bG/jZv3wS96x8qMpyRS4/Ju01eF52khibNKNAuBt/mxqLSFkZ7Xoki8uFJYL7gqJXgRnbTMhdWMLs66Q5PlVlQvSz7OF+tT9r5lXD9uid57ZqfXX/z6ppTbWt999/bh9f1VvrJaH0zfnOw0EXAtkiZdxl+ILnSRKWsJBDSn+WYRFm6wiKU+F2sBOwuTOZvCZuKblRx3oWPfqITqOZVs6K/doVBA3MOmaUq7nK+nL3/565cvX+4q8+u3/+Ef/eQv/uIvrm4KarGrvSpKXWXrrP2t8Uod5gDNM7FVZjZ4pXnZtMNrD47MvfAQl8uQvReIwziL79f8efM61x/6ee9AM6WE9TVmJllElmec3YEx4+XTpdNGu0y6cuUcOzejzDBaF2IRSs71gNWTZ/1ugKYEDFFiVLKnZIV73QHastqOMQIEg2GZs8iK7YN9/wK2YVYReEGSgO9SIuRR4CZ/AbFkI1URqVCoRICJZw6sUha6brOcZV3Xdhn1jH6WGa5qUCIJZviJ9ICc0b9vAiR1nOegGQvtSXM0+7FiN3VF1ROEB1UYWMOkLDrVqMWpIVRE0nNYPUPIqtAEmaVG7oIXbgte7cmCMwDQ3A9OEiLG6ucoN5M+CLUBzzrGV9GeDwUkVfVyZwLPAMjWko2lMqVEuI2d3UbWbKgiksysDgEx3YAlQlWt1VfZ3dsV6FnDCGYd7mAxr9QcosI93BCRVucJJBNERKcpqMRPtZnNp3p/f8/DSRDe8SpjZXa3OHtYYUByEZlSvr2+gdjHn3x4na/CoBkV+4BWxKZb9IKqfIJudNSlbGx7UPN1DjZ/tPgqi+pEfsCExt5vKqX08oMPnt6+nR8D1wIh0sQzAmIDeoHc9kmbYDhK+sH0yunCqM9pIgVSq6XkrWIUMCtSK73z7LJ9EJFSillWVZwqRHYpD4CPtVYK1ExoGh10IK7WCdAqs7u9UK0C8NyWBhfMWCKtk5Uk69wgF6JRmwirRQfG0Lyr54+zVZaKibqRf2iaUVccajGHh7jxVitQgSREOg6wCucPbKdRGiBrLlyKKfjMEsQCHzu7pDR+NFhQBlQkgLitXd3poCFweTweVfdYv9qvIn8N/RAO3w5qgwKLL9txpDabTX+1Q7pYv8YRLiXph5p/y5q03lHo1qkoqt89NRRvmEaA0cpp9WjZ3jVKT12SKJtPZEgkjlk3RiNnnq9hpu+58xCF45cpqopePT7s7t/dZcXx6fhw3OnOkCvxeJpNUxGSrFAbQGq/5187hf+/XjK8NhbWPubxk96jT8KfEDwnZCcia0RaDNzmVst7EwBGFJokKbN9+fg6397uHt++/PTjD26e/eovf/7J8w//zgcvf30yAIe9V+X0wnBj4OJy51jqqBq0MsFenFf71t+M3aJDZFpUtQwE0O0xXIoEBWRhs1Rpy9USiWPbse/wxGUl41tqOFbXh3qcgnNdvyhQgsSJiMukdZUf0sWis4WHabnA9T/EC+tEhBU57lYU9qd5lJt3MXDlVsd23vTH0fM0nPsvkoikO/C6njUqCareabZpkjIxDHmiqDGsGBJ9VUNrRWm49IKJWgblMPZdjZEZjb6/fphF0Lu9Y8FenhccyM/NDeKF7NahNV3yqjoLdI2OQs9YkM2Q/JVS6rY9qNDjK0Sy5HmesT4maB2NNdx2njToe5cx1AZtNHAh7GTBgq3tbZ+EqqJXLCrztHOubiY2BNPBu4nkLio806R9La1TIQGdYSKinv0a4ZCpywAPeCSEYQ6NUoo+PZXJhadBK2bJU8v94aCFeN1biCAN5TBUF8vdyCXFG9snRRSCiSJqUZNsMJsrDrvMSVBbGjarPby7V6L7+BsBxRsCoFvvDF5jx8UobLfLj4/3T0/Y7/facVXXgH0aSTul9rUlW5hqa43cCXrFQEONInqJSP+Rp6ALUkohwATPP3jx9eM3eULCvtgxqLzAom2TVAzBLqLSlEIdWPjqsAX2r8E+xbyko0RVHEELBdFoAhNJSaBJnWGSnJvV0glRgdKzrwFEAfGwPLCtgI9TugGHy7egBSwRRiMsX96OHMW8ErW7krOKWXSsacy6bEOnB3/rIiG8dnQ7yQENodxIPLiDe/UKWADUMNf7FBMIN937g7rSefbSjriCbbk9H5H81SOvIaaKeZ53u108dz28fn8bHC+tKq9PebRoDmvSstv6+mgLgR9Z/MiYgpzUA406xl1Bw4YyqUzs0X5jYyiSZOiv7YYkI6sl7uU7HsbycRlHRty3krZsa1zsVt6AERfit87X43dcILCkOn/9av90yILD4fD2uzciqULuH5+eTArEBNUuL3V/dSvv+AiGc4fdlOh8oK/keIdz2CrNfryghljn4Vft+YgTFw8J1ESKXrIbR/TE1iYXfJWas86SvvzuzWfX8vWb73704x9+9dVXD7/+Iud888HdNE2vb5+ZmWgGIKpwWb3E4TlLRLdLrtgjE5rg7wjsbEG8O5aYBQvqrWcjVh4YPC5o4Haxrp3XyBy6SPvxCUXdfSQ9RCv65VYzWc6OewzUe1ckHVfMA0vQwXfz4m20ixjJ+xC8CQFJEby/+qotYrEZGNLInLVaCy6LOZJmYioyKIrRIEO8APdyZQPNKWKjw+eGBrMSRQZburUKSoOs7GESACBpm5QNbKmaltCwZINoITh8MK3C5fJS9QIPVdNkYWRnFunlDL0iLLT1Nm1kwfAsgWQxb77m3CmUt+6urDRvRtVFWLMuwaxKe3n8U8eq7rkq7uUYajp2VY0kPLUxQP/s3EBVa3FMaimlBp1ptBwOmajv6ILXoopZ54pKQ+7QRERCMafmaYqCOkKI2Gw5Z3jVFQGBYrMX8iYtLVbNNWdMarU2jcVhnoo0k2MYP629D9bTGrOTYBpkM7lVApyJFxZBEt8KSS7WzMw9z9M07ff7KUlRycilFiulnE6sxtoOGcfjHbYHB+yAN+oTP8N5UqJ++92rzz77DLCUUgVJVldbEYZmEXehhuVDvUtfRI1UX2FgE/mwvNp2sCkcI9MJc8uU+ezu5uVLfPnllz622FSSZPGqbQzoV2uN+uBJ2YJC+rndqBeNfXsmtS9yUJYiwI/jrmItzo9RDVNcOfFgUkBMSIVVHeYVyMCLI/jxIoXmJr6mUzas7MF9bWpuWB8ry0c/AH+wj22IcuuLNsrdBVQ5rPFdIb0JkvriMqgIQCmlB261xJetArfh0V7ZzoJZO23bhnrPYUTY/sHOEDEI10JmURHJObt7V4eTG5aGM+gS4xawNZ5i04X8tyml1rPyAjWqLp7r905WFWbalO/tIV3/MA6ciehSkGIRv61mnmCx7gRYIcJ0cMnS0xaQMhR5ufgief6lciUsx4RZtAB5v8ZHOhmupjy/+u5FO5hzJSXNIo+lPFJNxChce53G933KqioD39wAuPfBu83nYZ8DvZ52v6A9Nyjw/IebP1erhIiO72zhYrrLOKRSylGVlU+n+vbh6esvv3i8f7f79uuc87NdSuk0ffiR0Rg5tioi1SohoYq8ZzAxkfB4LGPwIhSOQZKnFzSctxEWCLZ2dlujRGQEvXC9M3HRoe50j9UB0GzerhaOt+qGpT5A0rtNbd0LYdjkhd+2Epjh0mSYRGS0hI7TiEoovajF+ho2oKaqs1VPkAzWR9PWick8DYzdASrOiFW1NLteJ1pfCXfToSnJ/UEyltxjBkCj9kQVn1rrqzGS95pc0bTfjg28JN4yRzbwF0jLDRxNFRy5Yq0GtSyK7MaBCrG2fWpegZgxMqTFza0Ks+LG0fZQr1BIJ5iYaWgR4gqzVrrVyX24XdCwVZl23WMQYa7cxm71FWhSUkgaEykJ6p2h+s62/s8GhPGyrc4Sn6q6EINTd64KERid4IJpDxbp8LyQVFfRharuSK8qWXs1ao8ydbg8xyrIok959KUAip58zWgXIkgRCESkKNOmBKN9eyN3E3S7Wj+DtYhK8jIoPWaIrS5OSPBJDweCqLXe3x9mz/kh3WcWp0qaqkUThYcrqKrXipAMJIowJSnHk81Fc6VRUh4pdTyNJLH21Y6H5z1/9nycpg8NlX5GM1UWRZ5eXF+/FjkkK1qTZpqRVmupmLQJVHfEj8NrwKJ2zBdXRr+SGMOQZMpg9ySkQUlEx+QoIbEWQCJCdWZcFRbxMSKQeIqyqqiz+AoCpq34nd/NapWU0JpAExVmEml3ngCxTCphSYu2yF2CGZUULuUbOjM65/3TNKWUpsn7vphTSNsRDQ8rlUbvKuyo0ppT3tYLYNDIW+2aaEQ2gEAOOxZa9FuML4moxN6ISWsd2ayDkRuki8FUzGGcdI7paQEtgUnaZsc+BtpS1TSEKvbyqb62W906uOu6GBsu0XyrprwStx2fdWHTfxV5ly3WYsypXChpMCZ1foIuLVrHgs7lWxB0S3XcWEq6Se3sOVhiwmwYuQFwVz6G+SaiHk/7uVxdXUm1x4d3hTPVDifOhhLZaX5+QlyRS8h2H2HM7j1j2izv+ecikrCY7s5RzrJQuHRN35Ew7S+1IbY8ygGK/DXjAVBA1vL2aU5X81dff7e/upNjUZPbx8dpmq4Ox5TSN9PwE26D3vqwASgqEWU4mtXpvaDQolh0aGRRL+xCUrB0+DtOc8Woh0Vw6WCtOQawKvS9EJ5fZraxHy+vatpUMm+u5cF2MTzPgJblnjYU8m1eEdsM2FtrjpxwNdOz9RxfHT/1X0Wgi1/ZVciueyMa6ZBUKqqxmdY6zRDFG3/pgEGXO8SDlrWNr6p5iVQdErxqre539qZqv5v2/JUgnaQD87VNUVU/KdJL5alaccNIZotlR3CkKi7c4J3ruXl0p0YM/hxX8rurYrw+tridVPPQG1vY2vm0KGCjkNgvTy5UYQQ22UiEHSGwJSabhZVqafukJrBca805W5nzbgczEakwmgmSStdXBIAV999RVCLKOFEFZhXCLEkgZM0p17ycgZHuIghdw/VDUKEbxZEmqm4facsXrigBUVFzSmzuc5JjE5sm3gZRDdvv9yJFRGQGTzYJOJ+cyCgU0fAAteONQTMWgeri/qPKbPVQ6q9+89tPP7y+u7vLSXqR8pG3RqZSVJZfhG5raeBHSMleVcg1Euufd0olTcgsaqOsFaSUnj+/+fTTj+bfvkkiJUGJ46TVaFYQBiDxg9pPTCeR971pWXJbU0TQDaNGv4gkihnrAB1a91ICEAtVhqQjIo18K+975g5cz86GeHlaG5LMo+I1XRvzoaiH2br5bSGq4Adux1B1Z70AblCO+AYMgTW+tk5dmrKq7q6v/IJaSynFzEoLfCHUUdJGp1dVMwdl1lmetgIN6KwzDFu+xUEbMtQrOXcuA2FEVXjqb3iehDCwHZ/uNYmgk9g9Vy7XHOSCQtJaLQ1Q0v2IFJEljaAdClvawfSJWH/6in2/7+U9qlrw0HIKHApHi8T2hAZee6siXSJs2NZzIID3JDHESkaUd9PsBhthd+H1Pd2s22ZGviZ748O7t/nhcJv3pZTj8ehVIJ9KKSIV4hEyJuBQgB0Rj+vTEUSo6mWot5HQEf9k1G0BoMu/Gs9152abC2T41Tmcih8ax3FsxJ7/15Vtry9wJDPkSdPp/uHD6+njjz9+fHy8vb29frzf7/fT69e3t7ff7W9AL37a4RcAL/8YbUDHp7irw3m7CXLObC5RBhATc/scaVU0/a68gfaV1FpbHGq41TrzH1ejQ7qBwNzqf8Y5vWZQdKLXatXPlKlaJy0zQQpQ6JGFbmdoteVINt95OAq1FaYRAWkpqDq0PG3ir5/P8WVmFaxW4WFnUcos1HsRoS1xF33R+vp3CEhC60I8OhQ96Y8CAKTOXd33FcfWVdBmPuhPCbbYTBv98/7eTzqHFnMLdhQAyNJKO8WWVr8V4UVaRZA3tu2cM02thrLhTiuv71wwi6oxHIwLWwu5E4MaB+k3EEYSo8+ue9jZX+4dH3bIyzv3P4POB1+wf+664rinqqrh6/BlSRj6eSDQXnNbm1QTSCN1SBajEpMmDaISfySVjrxIGrqdM5kRMKWAEYet3dVFCExpAKtVKub5lJP0mfueGUq35ajGDN1mIy5/vH5z500CAN6oDVVBdQsKwrA8uGPG5fPmbMZJVOoxca7zsZwOx8cjS9Uow7uWDWu5GxEJaRo/d0I/Ho8P92m/Q5oEUHN9ER6qODqe2HzE6vVD43S52ta6rYyRUn2t0FXGwdayHIYEglrkg2fPv/3mIcEOKeFoqYqqirHhAImKIRu9s3ENrkWLiHiDGtbV5z3iJLR9q23A1GHYzf2aA5+QMBO2XGsSZLVKetFGa/ZMAF1PtRbAtlYDSPFU32GoGKB944IuMOgtAfsC9juwuQdTSkk1pcRdFpFKq7XyVACwVprThjG5mwA9xqjbC80sD6bTHlQULk56MG9Y2qKW2CbRdEWuHjMqHr2R04Xab35VSgnV3L17BrCC7Y5fLdeIibSOC/HEBRCMB2H8b3/6eKvz8xJMTRb9bSMm40MvN+MlPNkM7C6GsGAfEWkxybGPnYfKUtiPogqwe6N8MAPECQtr3/1zPOR6QdOkF9teu0BFPCqHTRkDgLtq3339arLTZKfj8di57alaXeM3jwBGKDzYvPpoFzE2vNjcUiPykJYx2C224/a977XdBd/fZdZ93X0FmnEYdJtfL793BqRUVdM+z/Ps5TarAZUPxKTy3dvH6eruTmD7q93xmM2u3nz7QZZf1uc0o16N09zc3Dutt9KlwwqsTxyWxIKavOs0YDUBS0G8c8sx6Z7cjaHOn7INYFivnsvBFVveHMMKqgiTUKOyCRHNM8y8DgsTNekU0tCrDw1xhKSYeQgQG+cx81YFAFpuhXjNDm87uebhfX06MOqsGY0XRfkwFUKSB9gMJW/BCYBo9wK5yQkY+NdIus28EnaZ7hgdF7DVWXKfWGSPjsKOrVZlSAJbQnF7kkd7IgNcxogXtbDQjJa0isjskYumLuxV1SM0TlYgYJQmYUqpwnuv5zAyLRIyAR60FBHE4elqheIBVBoE3hPao+acIQhRa5WkQHOetf0FGs+0ONK+ho0CZZhpLGBF10lWMNG7CYhmkhGp5UunZhRBFonYaF/L7GV796LeaZRef4u0JTGcXnaSKogUWmPTv0k237bjbis1tBwCOecI5zQKjEb1EJ2m+HqdfWuhYdpS/8Qj6NiRk/SozFprtA6LPY5zWGvd7fa9wYuvaRI11uspH+FjO1mpMLIWCTeNIKqpEYA7jYPMInzN80YhhM2FpVYIyXcPj7fPnqeaRRQrN5Cj/uimAI/t82YbquY9ykNjbWQFOEs1L9nTGK4sTiBKs5Wu1F/a3c31H/7BT3/2s5/taqJgEs6cE6pHCDojG/1l5BKU0D9pqNSJadFgzvh7Qz1dkIqU4WB74yOoRQA+QFhklCNsLcLwC9hQ9MGhFN2AQ4pHcjo7M6d7R2BtGKqG/rmP2UckhTBZ2bhG1uNY4ermZrfbmVkpxdxOOZ98ccezBACsAojrFV6SxLYLiIZCOioKcObGUBW0AGdfBh2csBdeAfsWs1+QPU1bxFjx+oWXYrxEpLmrQnMIft1OhBfrhgjWm9sOmgKgVgx8hS0y9SIo9AihQVxH5Oo4tnNCWhDYIO97tOj26u0gA/OxFVN12NcjeJaVxLiKW2DUL+49bZ2nSfO/j0jBnSm+j3vW09vX+6skWqFhqDsej8ZdqYIUcXTddns+hfFPBgVbW+kLs34ftWwk/Qgcf8ev0EL9RITckuLqh2OvFABNyLXDWwHYXLwACklTIe1UgcTHeX53OFyndHx8usomtd4m3SfVDz8W8oSTiKcGsq6JyoXESGzjWvXXiBTP4QWYVNJYfjlKUDVb7+b6c2WmgQ+5SMkO7Hq+sz+lKduOCZfeuJqgjGJGCoOIWVUs4UC94pIL9VbKThZcq3meT6qqSaRHLGBrLBiXyzsOu8fMM/1Fw1PcT8Syz2ulgoEJp1KLmzNckwkXM6IAbbP/xV0WL5Cv3LhxJKQaafQJKEQNBYLa0gwJjDKundk6yJxRffXUmTMh5cmmSCQ8StxCrmlELC2W1I4TNEtIXGBVTCr4Z5jumm7aJhUxhq1GY+8jjFDTKlqTLDb7NMK0KSLi8MCfptLdqakhK4gka3ndDFtkmC1ERZOXJGNfayFyyqwHongMqGoZvOFmVnPSmrNwdht1EpEcCnQ7dQsRMEfRbTHpDsZmiFLrsM+M3RTpa+FZ5GSd56JTVlXVxVbpIKAXhdkcdekCoAuwwIrVny3eLzhJtZmgNzv2Hr5ZNE27F8+mt6/fCI21oJoYUU1FmoIQgiG2rx0oqCsrCzOq1LmKl8w71vrdu/vr5zeiCizxpAoZMdlCoImGStimtOMootrEg3eYGRCW814Fo12sAEUrxOa5Xl9fPxSrMiedk1pkhqw59SJi+5adiR864FxWIwh0M52VAOjvRCx0C2cDcc6AEL3qFe/8Ywe7ja8hHtoXZrRjb5t7BTWaZ4ILWiM8j34XLqxhHGeadqqac04p5V0WkVJKKcXcdOTHwwehoilrj5xlFAV9X3BOHLYBgdkliCNejanp3JHvfAF8DzVQaEJRJgBJVTxvxurN1TWMUdTJOZVHX8XwA2KOC4qwptsGUrxHWowWncUPvsF86Eg3Erww/GoIbBoQnERB8uBfC38F0FyuCD1IEJqxmFwgwsHJbhrT39jXtjSweZ19tTTH8cmGvTRu5bLBRGRi0XK83mlCSbudiBTa0+k4I1USkkiqF5ZqEB9RPOoC0BeYZ79KODpALvuyOcI4YxqbPy9OcLzmDL6M4TebmyzhNn3rU14Z2s1Moj6ft/dxFVmK4Wkubx+fPr6+nU81Px2na312nO2rVy9+/JNa6yE3Hg6K5D5BH50heWpki0vxKgcSaqGZnIVHn2M+kUhPG1ejYikCP6Kc89XTNc/xsfkhaB7b5bWorzCBwNSDuvpXGzbOFgndBOWWNvpPGJlVq5itLiXR+PP4iICJoo3fx6gEwuhBT1C7KsRWms3ZmKrOJ5BM9MA4T2dZPRSD3mVmmjQCD5vVrRHbNlxqvTu+GgWAGmnWsMcWxHex1efrlfyCO9nIr5akEKgY2QOr+g3bGxURmYQAq9PAGDG5uPIjeKn5i0XEO2T0lR8pYTh0adhWAcSrqxpskL8DtF2hAu1UEfA0eVZKIrz+D0qZu80SSQWQYmbmu+ZH1wYe4rPOzjeFjoipzTIQhsUIUILvZq1V185HWaKPgwuTPQ9ORZqaEszTVKFEFvVgfwdnRCTz+mIwlpLKMDqqNgscTQio/2TRObCcyTDOj8fDKryPjXSdScKdlDS5hStaCIfpamCUkhy9GHgyfTzVo+9xrYe5vHv79OzZM2YitjQ21evAsTWYlhWdrYgjii37walxYltdR+GQcYPhjAE9mAnXN9Pv/f73v/wXfzllXjFbyaVarXXM3Dqj9c1X44ceORskstB0NYwRW2vw12+rqt53wclXuU3ui6bvSCoqDQB1bhUsstXDWnZhcB9EXwe/WwOvfbsNZMuYCBNL0uvr634rM5uPRwAn7ychKmxNwVU9Qqi1moDbq2rl4hbnEnjXphRJSMsYhgtcw4ZsfRwei+MNvx1K9GIivwOj0AsMoRqLNmo/31Dp7eGbkUmHgGjpxXOBsRmRyEpXaZx6i57HifSABwRyk+byjlaLIr1t8AIsdAilP+fsjZ8sIG+sEgf06AL0PL6FzQ+LMK7GOda59Op7GoKkJQyxv/clUtp8eFKl0Ob5mLM+0GarJ6lVu8qqAFLUCI2bjuM7X08OPXu0FVURXdan/6TbkpvAvjyvjqXFt9wWNuWPUMJFS3/w+bPGY76QvXdab43FNrRtgkp7rLU+Pn5qOk37h3ePP/j+D9/Mx8PhsH/zkHP+ZmdgNCwa2U9tBXKXyXpE1fns2pB66NJmCgDABGp3+ZlZjmoJnX+sbjhmho4zGt+7FVxZO0n4BYHPTCCSFNGGGPHGzm6F9dZjDQ3XEXKtRVBEsnJ8Yp9av09hq3Im4jHNGs1xDEAWDYksokwCmUvxmhsiAk5WoW5hMnbMKklqrRrdO2JU7rol6c0wG09xlwKCP4kGz1c1s14XbuMW32wuSZp2HkSW5RpXgEW8KyvgZuhwiCUPzIO2evkqrQx/V+DbQ9XMctrVWit6h44GKwmRKLxcyF5QsDBshIgcCYtdEyCFlKSKmQei5HqaHV5Ls4gnSNbkPTmkbboGl/D6f9YjwfpejweTvAD63cUkIln2Vk+e2V1bRGC/OBcPPwsvRlQgqajCSKxjmFFcW+rNmwWACkVgLWFkoGY1C3NmkyIUkdr05EJLNQMQWBRICiMmopQxoT7z1ofO+aULAjCt+bi1zEU38njGiiNDA+x2N33y4u5fvbmPqJ/eOrqh766xdbNBP8bO0SqlGI7AETgUubraw6xUfvnqm7TbZ5hqKDkQG3ZiQSoJID34PUyhCYDVJk5EQAytQtfS0VeevYJoW1IC2E8G4Iefvnz9+vWR1Xb5eCpW5oS02FacENPWYdSWsaevNi4jyxtPW/D6UnWV/r8vZOkAAQAASURBVL8yIQBgrWlwu/R1GMnDnWLeGDYWybywtpNYd9IFN2aw/hEwLdzB5Z7/1yUrozE2RAQ55ZxVVVKClVKKG62r6/e1CCDMIio5dSFa62lkRiQ74PYFIaNg5VjAuU/QBrkY7tQolaptTQSLgyk1BaOBFnp1hgAcSkhASR+MdGlEky7MUpCdW9QGIdS4fp+As8UxeWjcRwwSdFhjdk0UA2XG5q0/X/Lo/caECUlqz+INAbBSC9swVkYLBOu0tAZLG1nYX+tDDQkd3YMBonZXX8nxgANbNX0EuP2xItGzEHNNBpEqZK0zWWcacqqVJojQBUSYMlbkvNxtgwAb4gq38mZVxyG9Tx9gE7Dvu2aUdv369r7jthW1n0PJzSeqmnZTPbG1zPa5sNb6BFjF/dPjBx9/lGZ59tnv/7TMv/jFL+qrrz56+dIpSm06u/+FKNdxOhsOuSEGkpHNKpWAJjeiCEnPkz0PFxhXTCRtyOMiJfQLQo8aNNLYBVu0Go3WkWJmi1We2ssMjRPxaGmyJVJJtw8FN2j+gbFaGRulEHDzjZeyD8niwVw+dT+KGAJLRGSaklkNURAuaXEog4YmRd08afBO3gJrUkNVa8Nb4k0dPFd17QONMjrB5XL/fNIlxaHtoifHDjvLZBZ+5Eh/b/wkpSRrfmVWk0AgRs0pR83dQVSFLxGVwmpzd3r2jQ6DSxtOREkmt+AulCaIRLpaa+ddsvR/AACqEEJa8AMRM55qyeHqWqeHt2FEVRcIW8xliu5ZrqItsSsWOcjeLZcQzFapkpKOUgwh2mpOujczySilVJuzZq+yQ0SzEbS6oA1FiYioJ2yjSgtfiFt7C6MhAgldS6huTRdHLQ2S134ExxWX+LF02mxWpeFQrc+h9qIb0iLn+lER1nISmue+e9QMq1XRJC4MLrTZHkmQ5DzPx5oOhceTiMqk+VSAWkV2sKKaE2qvANd+WF2hZtP4vfLTOO74CYREEkmaKkUlite4pqWiVh0SraLfPDjUJ/6jH37/zTdf7fdX83zMOc/z7KVurOU4M/pxu3VsZRORpqZLCxLvR89brSxXDiWkNqpDhxo4ewXU8zORvGBKfGW2lE3BOnglQKetcguA6FZpwRYXgvH0KrcpStqpqmgG1F23HkApQ114eoq3MCX1PhlmZWRzWKajI0uR5kqIKNrGbn05ksi6e8f7DEsqLW5rjBVrUrlNXbYix8/tNE3uwWSLc+2jTQGzQghdjDjsFiY/I5s7dGTQ3yj9nss1ffs2N+8/7Fd6PrBEcXJpZ6THLY0VU5PvzNlogQWJrmzef+1LloC/fluXUul9wBFduDqRtGAPEgEcS81wXieFZoIZVhW1FChbyesF5m0OxSUMEUPthvImQN978eaH2Eb3Xrz5UrNaRKzFyrCN6uJPNjx5sztsDtbxV25lnwEr5VHkm7dvf3Cz/9f/+P+5++iDG5Hrx/vbw22yFwAsTQBcgd88q9/fA7vDj1ytC+x+AVzhcbFFtD65q/ugW5haci5CfVrilUWEpoC0YsMt0Hw4CMPHixgyVHeRQtCKp0g310XsCRerv0OVqKMRaG8pkuL2G1kyFlqJFB9qGD4Uy4no0cyrfdGIxvZp+oopIr4sYIQ0aeV8gGSJAPzAoD7VlBLCpeapCcXMkBa1ttWL9WdvdSfC7XMDGUsNEyBA8d6uXtQ1dfthND1rEti9MZvjICK11tb0IiRdagMbpBOyZ9P5mg8hKDaIs5FU+ieepplS8vxxv4PALccr1SilVCIT01dDzQrDzUeE3k7AW0pOqopakpcgj0MIYStcZiGwtWkgbuVBP8scVocspUwpM+yaCRRatG0strhDs2ACK1lTmsxmQL3NqohYC+wWQa3V3TdtD7RWx3ziRRF9eyzyhBcREp3jwhPnDZXFzCQLQJp0dhNoprmGAXCo/t/4kQ/IsiftxvhMJImIh0BKM2NYVPNjmuz22W6fDg82Z5EEFucgAhGFJkBb1nWY+l2ody4JlWL1eMLjUz3skqZs+SQQmr19+/bjF1NSFaFKFJQ5R41rAIF+TXyLhRdr67s40rQfYDEKlZVeNxERNuPLXT59+eHDq9dXEx+haZZqsoSRBiMOfRRnrz6YMcSwU//iXPPmzeuJvAfQXL4/aFm9QouH4bVCMLJysvQFbBDTHPapqnf4aMXBlkK7y08a4Kh17uFGLvJdUfHXfr8HUMzIaqfaRZeQ2opiny8F1lXdOxwJoYvl/fjz8fpzEe7WnvGjzoOBnje2fO48XFa/fl8e5WoL2imWyJI7y4ZG2+K+hmiU05ZXVlEyYWMtiwxsirGI9ND7cQx9+pF/GlXWAgyO13fHrqxLiqh2/L3l/uP7TskbXNcus2aNXVk0o1BLWHrGXzptVADz4Xh7dY3Tk4hK3hc+mofTOs+JMiWLXbY/sUnQuOM5JYQyuhh9V4t2dnEwRrY8oYXJcHXN+fv+58ipxsf1sbmkuVgl0RskJcl5Sq3hYXJtE0ClWOUp61O1U5n311f5NKeUnpWK715Pn7xUVWbtcWBlaTaxRn7ukEURCWU5FgQZ0dEVkBWD1WbSHqcm61iC/opr6Dse70n2EsF9kTcLqK0Gbdh6ZHUNSQeX0VfaKXKoxIRKpVKG2gvVANFW/jelVM1L2sZqYx37uzaMeVCKm2hSt9Q26SPSPJQMOyhIGucOldo6xCy8VUzSpCrex2CzAoUGQfSfH5rgWTQmhZGSzBidwWPRuGWGPhELw+esSUvkWazkIBe5pY0RrU5o66g0MlizmAKGy1pvdfdpM9IgeiCQn7/ubPCUAcCQxGhg9t4OzhV9cQGIirXSLJ7YJ8Q8z63T1Ug5XuPWxBM1RKCaFq1GRBTRKRRo3NbTRgPhJWcFIiLw4s8S9IYOZN2A7iFzBlH1FOjsnVGjGk2cal81f8NG2+KxZb5DcbhVvbiwiFTP2Iq6eipNkwCEsVmUVUslL2e6YNiWJ5tEJGev9LPYIUKghu2HJkYlvUOfkB5TEqG4urAqN0yK7fcpo+wTs2pWl0Q2i6q0Xp8mImLUag56kJMfqtLQQ621Ho/H14+7E8r+ql5f7yD47Vdf7vH8gw8+aNWjFwzed1hEKrsxaPnYc3YHZ19QP4Ds5VHO+FSPmF586/RiheWDD29/YPLb3/72mp5VKTM5R0CdkiCCcUuzJYzsaSVrB3FiZjocLJEenbEco75B52wx7tahHFXckEOOrqvz17iG3S4rxGhxPL++Iw8f1vLew6VFIOI2g2K2HBLKRhJoK5cDwPfIWm0aEpRBC1xvNMnUWhq7FVIiK99PKT1diVFCcouVNYGooxV4LY8918+cuTfQps7oVzYec+4lSrXI1I7L2p4sY8aazFYowRvEoQ4CNcpfD3dIIlK8zMpo/5OVcwMSRafH545HYoM8+ozcFngJcYSVV1VRV7uwudtowgeWPOsIEQklrfVaeM+rr0AtJ4EZlBSVDGrEVkpqdX9WcKqP43eQugzvN6yjDXUVPD1+u9qvYQlHjDjiof7n9ry857WCX6NCPqiyaBB/ydgFBCjGx8Ox7oQkq4mmm+MpV7sqJsLjbrHvdyfDMhipAKwVEtrEzsbFHrAfcrol5FYgb0/lGNUalwkA6JRdkkrLzhYRMwJJMJS2JsfTqgP1xpi9baZfa00eN1obdea2ktWMSZK0aL+IGh4i+WQY8DnpjPQwst+LMLcTgy9ExJqTSVKUHWZeU+IqVNTju3xUhUBn/lLbQ02Q+0P7sogII5NlYQ8XOwOpKpJaWyunh9oK6XsOpbSABwzU6x1Hz9dkvHnUxfRhx1e+wknaFofQcFPccJ/uIkgpefiTq0Cbc9GCrwJhAyKSHESlYFRBJ2Sk2cUnDvS9/pfHUnt/3iFIoHGqGJKZrcLIWUlaC9Rxhcci9Gi1yl6W0DzUuOPiOLw0F+otSsDMikcntER6JVGcWji03QTQwm+T+RJ6fN7kJu7uOVTx9h0woyecY2XPc+WDXgjGBaSMhtr2Gqtse8Fsx15eWkFpd9dXdzt9QtGUUpYyMkqq1QiIE1ETesfa5opXN7qRKPNxynr/AE1Xc7ZcbFIAePXq1X6/v9lfSYuGRJSMDmoYDmGkXIhISkqyQsPQIuL9YXuC84j/lt1pOamh/zUWLGq7vT5/cfPwePP46pFqKeVTxb1VMgKMjR4jHf/A6GMYAMJv4wTU6HiAXIERepijO/TjRqRHkfVDHr0lHFlLgmeYbhluvE8eHmI2hqgP1Byhn72CuR+bBUTCNaYoajV0hcZSLsH5bE611uKQsVg7mfEQtFmPTx/ciIv3J7cc8w5pxsMvLQpiA3/9LLm1EvDUuVaCB8JmmZCWx7pZiH638fC3R6u2mpR++EfePbZy+h24fJgvAKjkBUE2JUpFDZ7Rr86k+k9G8NHuH5aGjjac7bp2ymbI+t1oY5z+ZoTjSwb7SoSiDGFY41p11NtF75h6EnU0G0IH+tIttsx5no/H4wzPP1ZS5iLVkpdcBkZ9PjhnH8ZmVP8uc/8d15wL+M3nvwPMjRS7Am2/A/NeGkApZdl0P8UWcQYCzMI3Tw+Pe1yVm6s0acbVYQbmm0rSXpuZWZSgl9KjexCiccTu1mleqSRMqqhWC7k6inwRsSqq0cazdQEl3FAj0pyAKxueXJr8kGfd1g3NicQoYcH4eZLF0OW3ukiog2PnTJBh4JAcQLpfOQ7v/BT0tQov0yXlRVWrFbSwP4ASkdkLgu+UswyjlU2O/rMRz6qq6rx0XM8wBLjTNsZobc3QzcdoelHsy9BKKrmMc7EY3yrB5GccW8IeSZ3iju9Vj7vlTVYA5h4MTQAi23qwO7Z7kqzW6gpE3LUIYVCmXYtJFqvFUkpJMxiVENZAMBbehW5nlf5V9a4bzhjpgoEge7ayma1KQHfw3Qx+0nAhQkMR1GgTYIiDBZeJKgA0ZYpWP05Cg9UsmDS6ba6WwKKbJ4BJU0t3ijJvkyYxKi2BkAIpipKkUo2tNWEN61tqVln0zaaKQWsP0asmBCnkimEpTWnuGm8Ll3r5/rihEX1FgsXnWvnD3/seMUtSzYmaqCuTgQKp5Xuq5sAQZtH0xsn9eDo+Ph0P9eH++PhwKnPs31zlN1+8Oh2OrFvJh47HPVnaqIRSxeEJ1V+xkoLakLcQVrbtTZdDLmMPHxOhKqYp7W7SR5++2E9pl3UnnGA5UcVDSk1hwtranZkIxarS/L9oGdL9ja9qH6FHwGyGNDAlqJgGHmVHqx2wnorNlcVggR7V+xMwIqaUWGoZbIS0x0z4fyNZITjjErohKVPU/6FpZqqqOefdzpGfp9+aoeXBxFDHx/mfo54dFLJKxYiBbcHEaDprB/tcivQlvcDuw8C+6gg8AqbZKmu0nwGQeohP5G53n/W4lU4y0YNOL3A32ayA9iLSoZCk9cwaPIoSCUqTtoXLZe19qDQj1ukCrEFY3azVOvQwHCsX4xE79QyzW6gX2E52UF76Vwvlj/86d1pMEUxgOhweP/74w//wf/qP0rUaZX91M26l+C+i6PqFe45Hpg+jz33Fyt5jsXAwMdx/a8A736kNHZ5dOQ5yeV0c6vYOxijlABA1WJOYSaXaYeax4FTt6TRXm6vNe6t7q/N3b66KqVWpxYY8jM2sAZiYrZPc/aWeRoqqqERxc6CqOheFVPdX9tA950VBKhmtpXusjCbGTaRCqqj5v/P9GkfoSsv7wCKgZsEDOz8spRRaoXlH7IJS0D4ZNHx417LgkM1t1PmGhQnxfDc3o7WWreqjrZeX2kQIqcQ6Kc9vPubqtveLzDI7u9syklEUjmyWrb0PHFKnLW8Z2QtJl/vt+kKtDIfqQrd+HKbJTQcFMK+tMVstXhNExe8jwpSErClJRyYmCOnhiy6CC9XQXD9MHYF0s7RzZoNKmuJiYw+/kyGZXWQAVyqSIhijL2B/Vowqrk/+r8u7rq+KiPO0peRk2+WUphYKGaI81zo3AE1h63zs42Wlx8a5aQlLz/XYQgmjevW0Ck1eOInNgOyzMDN6Ky06qnX7EDGoSiNxOE7vk5kNzdCoLZLAiRgAkLSWIsMyJZ18zurSAFJNzOyzl5/9ef5zS8KsNSWIqFcIEdOUvHyGhgmHHPyG/iySNKmFnFhKuX86Xd9hlwXQIimn6c3D8XnaTznsmgJxbWNzLPuu++GxQRAGiav6khuoLYTO97LzAtdZMVQO89dOZRLsc5LdpEZW7TX5ABjC9JUvcXAdBH/7kLWWHruJNYvpVy4zcuJzjkAAqHGSzSzypASeJ4/zQlYk3YIrQx+zZoCL91z0QrHBUbwwICBFfzOhJGgGqxshvEUbGakeHlq+QT8bnjsOT3Ub3bhZivZ8uKxvVAxE0MVFKLN6bqcQoamqUJQd/NlinK9FaREyIaFR9NXDGTvu4HXkEeOu9R3wVtYCN3gbALdzb7DvFnsNzYTdmkg3XFZTtkzh0A+rNPO+SDMzQ+Q92Hq1Bc0l16/cIKTx52bL0eBlQ9diy/a8lL4Vo7hcHhQCvkDSqR6vrq50f12ejqTknN0HNd59JfwZ4UGbXR6+94duBzli1ktT6ODD4wu3UvNchGBNrvIeK9T7XmSE6XSX1oLd256OOYokj4KUdJ5tns3qTEs7neZ5Pr366uZqJ1bBiON0+0ZpWvqwSuNol2jODQGTjthSi71bEE+HfX1gfnZ04FR+Wr0EWC+6C0DUAHjrtt5tumfEI2KfVru9cb53yoebPBBrpQloDScHJgfAI+ZTjxWmSa3hDqlR/MVERFMasXLf5ZEzb7g0/JlswVSqALLCzApXJp7htjVsZkCjlgiiNTONKn3u0lrOC9s6D+tw7rUw52A+CzPTgYY1hRlX2m4KKsAaRrJZpFXSZYJEhw8rTJIrXZBqj2JnMz0AEFI17C8h6wWiklrFPtDD8VlrccQtImM9WHr+U4VVU82k0KzWKsqc3GvKbnfogM8i5sULK8aGqyZFa87RKLkKDK0WUSvt3jexZ+kqFTDPGxARVnOJ6IqNiMKYmhfKc5w1WpaKQanJNBlYrc7CmrXrypWsSGoCsgK20nqdOFSgEuHkwp58p5IFaa1Vp67x+2+td04VwMsiOwVIJBOp6qSiTQcSE6X6hd5mCpoN6kagbj6ZpsndtY6Ud5o+fvGBme12u7y7guYYMLQanH+5ISt56EbQnRoicL5CTtUOc5mNs+Htw9NceSo2Gw5zvb+fHx/rPFurE8K+2QBW1ilq7wc1Hq3RdlVBySv1wveiWw5qnbF+iUiS+sHzmz/5kz/Y77GbrnLaZclZMqDNXBr/RttYKEnqbXAXLb+NcGv/6NB8HJ7P1gBvjod24MczvxBMN8Vpck23xVgkaLaKzVqNc+xPX57bpiOS3G4XFkSy1lqKlWLeIdc3pRQzQ60EQpH3374Pkw2RXhek41qg6ugcGcng/M7NWbyyNimEdfV5u7jffJF5HWT7qRwj6/3z8GjTlJZF+14s6BzAEpjs2YIrOAWxbgrXlhs4xq9ceNxl4+VofRQ3vLoB1hmCanbLetNil3/N4q7rULxlSJ2VJ39Bsmgj2tUg/WJp0Uh+FvqZEmGjWBvXwZWE3g5Bitlx/q//L//Vdb4Ros7BrCnJNeTzxRlXCRhs2lzOiAww+n2qxebO/dV5yOa3v+M+GxR48Z4dNCyGHJOuqW0et4ULVFDdsfR4PJloKSezkoSwkh4fX6i6NaX/nGRqjZ2GW2351QjdwjsUoQKxtr3q+EpzY2qVfhesg7UXImZtlG6zjLqt9TyH4+Lij99W0EWP+bjaLAaWvlKcUkq65O0Gm53neZ6jlpt3qDXrIcGXieG9RGJCC+8eJRm0y1mTJutR3NTn/4YShqUHz0kr2tKn3ApIZc93MTOaem1kkWXWm0ULfxo1S05IWRbP+zIXNVEDCxj9ix2VnNNw22v3VcKzXxfPbnf6eRapEUYrNSy+qZdxNqqw+RtI6XY1/7nPIkLhkxroPlL3nzjpVFQT63dzGDPbUgzOvMcxaILClS+ic60O77q3p9sF4561V6tdMQ22l7ToxmC5bhE3UWrqjFU1k/Tm0CmlJWG4pQsUojtDfSij48bfpzTtdlfdtaqQYMFVE3PzvySluhcmNoAVrIjEjErWBIp5bU5uvGCqCwH5EdWBCMzMwLmWuRZDNAs+lfs/+ff/cL/D3e1UpFpiVSnrozFGe/h6JZHeMrXSKu1o5WjlsfKx8nCaK2GihXh4mh8PpRajwZmd2vLPT/vIFPyYeePWFZVL8mL9IlJjUbhAIne3WXAlN5Z0KBOeuCS3dzc2mVyJm687btL29JHIFkpaPgyE16FAF/Zxwt9jpuonsA+4/4vPvWZrezQuyaTY6CE7tZLW/ispsYEGh5gGlPDTLtiUrKMnpT/FPC3Xov9pXzo/I+6CQbMSjQ7389eG49Bbw4l0nQzA6v1gctvMuPFEIVTT5DwidhxKqGg2dpVdAQVVJVM9gWkBzd09utw+aXcNpMimqrIG935NHyZgYlUsgj3CScey9Fscdm1DG5sLRqYf65nUnTjO4Px375NSIwa6CF82D/XkKjTB70Emo8PXge8G/qILLWEXbOOrhT2A5DRNx+Nx0klMNGG3z05vHbB2YLreiBVYx8Bnzk7fhXNx8c925WL6OheEo0jYsND+csGwwfGbHRlR0UYN2wxbmllaiEpWcp4rKS5WxGaxeV/m6XQUVB1KPIrIuHrj4nTy9nPRT0f/1omqNPh4rnW407ZgNq1xsjSq6pzXGyLpFqBxgv3RFY57q7ub/V8fkl/QR3IODX1SnQIvUr6P34OgCq014w4YPVLISE5+ZY2O2cNXPr5BRsTyItHERQkCZFSzsgnd6TJi5OQNEg0rTGTRsJy5bDKlqSDTtIXQdOyuDQRvgW+w62qb9R+IRDp6U+8FTKwJ2ADr4S79V31eC6266xbecw8OjLrCoFHub4FQIyLqiqKXjhCtQrDGcwNmKdDaw/juuIkh9s6Ial7L03lIXwNnjKrwHWkyKyw+qpCcOr2Np75xsB5DUkezi+OzJKaoYhVJJ9EsmmlyeDoxkjSTopdKYgdkUFK6zaltOoWUUiwgDirEAmubl8Fzrc7jBgxibk0cF1dbzwM/eFmU1TywT4gmMRb83o83W94lRrFqNasoyy7hhy/vbqeyu9nJ1LDomqRSStr8mxsG6jesda51PlAeir072lMNPWm2+ub+XTlIPaqYJCRqqhDDZJgqtZg4NGxQLyRThx2dpZoHMreqGV0HxSV41MlaJEgfUl9++tHds13KddrJtJOs6CXoxsM/3lC87zIAVTQsxTNm1GPFeupAUENXiKGUVWM9ttI2re7VNlJkBGRo2u1F6U4SBm0Rlu0a7wLTJrhMrXbSH7Fdo7TaL5Ch0Gh/bRCMSEpp6mxuOGBb+80F2Peee7Yfcgj5GpGNAtojOYAottwsSaMlbMHlnQUM9xcRGYXTuJ59nfvYRkbZPoyksBE395v3yxYB0wBoRAoHbF45hV2T7tf0O3etdL1EXfCryUo2jOM89wuP91lHvThzN3eOn8c1+u0X/0YfNjnl6zJDSklmCbJLOSBUmOs0S74oxTevcxLaYL7Nq3+7gP6o2Cfn11z87YaN/A43+u8Yv5tmubGfrZ+1DCPRpFbF43x05sxEmSQfD0+vvtZa9SwsGAPfGHnUZq02r+bHbxa1unRk6Ud7WOdFiFrLBO8E2ayGflKWKNg2niUWc9yR86M0cicTK/SqbAz8hOTuL10sWzr6vvpNzqc8Srqw20Hdx9VjnZ1vuCWvLyOb/XI0FsDLKgsV5rH4GGij672jXeAi9xu3b4Sk8S0TmKwKmGjqb6yKVa+Qm/oF42KO9u/+XD1LMFjIYLCak1U1FL+RhMZVjWyBCiurHRxn0e/dvTfuh2G1wJoM9WkE8c2Rh7Fu/LCAbNl1q6XbxA65tOmO1vVcV16I4VNSQBXXOiyWudtHm2tpBOCuqrq1b4Q7/c+xwFt/ENf2uQYNfWWNrKIGqe7NU+GUNWx7zWInZ82dtIWNuwdQc4JKI7+smsP3N/IIQaWNS+Cm151KBv/Of/BHH39w8+zZbc6KnXAKHXTkLKt5tfQIVQ3ujzqX43ximXF/qG8f58Ph4Bjl4eHh1devD0+lzHRR4k6EESWQRIVSG10uIidosZonf6BpZt39hKVw2taQ24V0Sukqp7ur/Qe3VzeT3uymnUrOKsIIAfbJUmmLr8SdoX33V/pWI6tzsLKRTz3p5D0MerEV+VEcmWm/stbq4d5YM/pz3vq+M9z/7GgoD/x3czclUIN0Oyh5nyRbGTmGMUt7rS5u/yjitslxJRttr1YACHpz66akKEW5TEpgoEEoW6PsBvFsABkG2j7HBBfnu7msM4HxceewrL/X7ZpvndTrHdxoEX4obFJJ4LCW7pu+jJs35ti1gXZ1/86pznet/3qEp8uYBRRcPbstTSop7dnNdU5ISwg5gAg7CSgZqVrosvZ8qS/uy2Ztzw/C5ibv+RXJrS6E9xP5aMU/v+f5cnUb7fZiN1+EEaIey7HaDIkUsVx4fHMffE+MqF29oa5O8cI218dtvMZPcQy7GQ76ZeHnb/C971Fzm9r4b4icWV7DD1fHqg/MAdhFkTzS+ehH9jySXiQBgFnpynA3B/S96L8VkRHYbWxmXf3r3B4AknZnUbcXLlvmZhcsKfNjItQ46+5YG3HeOYcZl4BLhDHIZQxulK1nlclFRJDdO9yl53ky3+a5G7IMBtvctWj2fgdk46kc76NUpbpiP4LvfiUGrrWZplv+WN22lRSpp35uBtyJYbihS/YIdTu7v/bEC3+FDypPkrKbFQK4rQYkbEX7O+wzrZkUEqQZLWkqFt1yp6v98XjE2ZEbfamqS5JHH+UAvEREvMZMK1ZistQqQm0tztIi/+DGtZyVtJTEzCrdl+KIMEvKAGazKU2LMU8AoNQqIpPmVuFaRJZEk8SjJHs53d2icj7dXSUvTWyJJFOruLGBEW1qXkgl1r3W+nQ85d3+mIDZjlJ2e04TVPVkfH3/cHX9jIAFZ6fIql9kJ8r+3qL2HszMBEbzVrOVNeWEOtJNEkklGuUqWiHcflBJJAWyvnz57HB4fWR+Nx8VmjWdhpRnWxVTHc0vgUm6nwhtDv7b3kbCQ0linREsH0CE8LfA0vhVrclrZUfqD0l6UWWnF78DUd1G2QVT7F0zxJK9W1zXidGjgTdQzI2UGHSmlToxlAMdLR+yqY8aViW4fS0Nuua4m+1PO/+8H5ZxfVshibMCvxYVnDQqDSFFfU7zTyE2em+TicriyTp/dN+FzcDWeGtZBFsCtCFLAQuMU+hMZ+yyM4IJT9f1qv198bUVjhmlBdZMY/m8jY1kgtA8wX+pj9UBLnXVOy5cTm7mkf6JAz2oauPy6GcHl2TGOB6S3l5prjDjdH3z5uGx4JRznlJmtevr61rr2wfSE1YIHUsIRcPigTgZfwlwbga2VgpOZGUeeN8rRv7vAM6A0XYuAOoqsVoleTt23+LLj+vL0op6+rM4nEfZPPpYy0wrlQREK6Rcieg8ZwmuJW3WOGO/frcgIUts1ctMl/rn9NpjNYqSggCK3xnLGVT1chUNvfhPTcSrUamo8DI9jJRwfo766qEHqxhVZIP+dJ3MAaySKjb3bJ0wFioqtN4Wope29ftu+J5/XhGNsoCFa/VrWm96/3wEIn5J3/stc+jreXEdLnLFMcTWrPaYmUBTPqF2VE2QEEV/AYCpTy52U40d3tDJvgBIrT5sH09gXQiIouFeFQfWYhVVtHH2oT2sSPQyJZGm/TzPrBUinnDWT+uIzLpZTpppttZaSsk5ex3BFOXkAgYlTWYFhJGqGqCrpSS22iyeRuQdteEdgdsgBZDWAEFV1cpMEkPBqZBfUgHUOquqSBaRzFa3mqKkqWhOibTD4SDuljKOu+vL51vVK8b1xQq9Hybi+UuUBNIUnZjMfX9RPEbDqJNz7sQkIqVYSmm2CgjEnNsarUZtYwVwYvX2GFR4tfaUpXW1M0SdMGc9DhhNBUnm//gf/O1f3/+rUqYT8fT0ZOL8fNsjqL/MDAoVMXHfH2utKDge5qusWuSIKT1pLY/X19ePcylPh+t7ffbsmS+RJxpprKRCsqRoz8eWnE5UiyYji+2EUekx8Ec/J1ikmjj9AJAh6TVBVNPd9fTRiw++/e7tVUqPpq292Ma1wYHQpZ3K3DNCNpLYP+lBjQRq7DsB5jCrZKN5dibFJdpZVNmZ5akf/OHDIO6LnMUPmHfOqAOyXM/F1xNd1cZKfJLB7xBFd4c+gZtXF4q1FWS3XpWd7NkEm4U9Iycb3rUHkal5bEUkWkXKmcZm1KS+QKWSLV7WHVZZIRG40/b3HEc4b3Js4AzIP/Vi7xenvbbkjWl2PbgTlwS8c/NpqbIZZUv7xR1Pj6S1udX2ntzubDAci1zgi6+eP9u1tc38RMSVlnOdAa3AmDVRK1KJyuurspvm40E1XSfknG9vnj3cPyUW9vTPaJ+l8IboWGl8DupH7WWzCMv4A05hYfd+zbAa8bm2e8Zdlv8aqRujznBMRqttvG/FRBtdr7x7/U3n/+1hWyze1YAiciLn+ZSSaGWmZLIeDjfT/ng8tnL9l42U42j7HolI9MYQb0KfBcmb2TcknUH0nIMulc+5EAc/mnhNpHUDRg+T8JkRvdXe1th/6dWty04SZCunD0GlEp0ARFWjfl6rYjhqaxg8bJt99NCb9lXgyM3ScbjegaBnFzvSG41n4299WcIAodl3uOPv8AgPihlGx4K2WQMOlcKsKJVA0p2ZtVoTCvQcahURCr2QiltHR4EoIkTi0N27L5H3EzcpEAoyGaZiiUr10gnA6dbrynGw2zW9KeAyQUUVpSW2nkHUpAxLBwGYo3BSByYTA/Ni7L4+eTKLbqBwA5aoiZ8rj54SCbmWSVK8jvygPtEJx0dbuyyTZinrWAIWGBEAGLi5M4q4Y88PWsD4lHsy8BiN5BNw06iVKt72gtZj+7w1xQgUSKY0DWqEeeREv8yjXz38vMcY1Rofb6hcRIwF0gxyiUw9hBYVjAxnYokXbLkjCgHnnPif/I/+gRzud5Pc3e4liy8Vm1IwothwxolWSOugl6qhgqdajodaizwe+XCwMmuZda7lVOYy2/Ewd/dBv3O8hvUMaw3UoPF+AL4jj9sMb/OipiUU1Pl4qR+++OD53c3t9X6appRSTpaT5YScgrGNq9ofOj4LzUkgzUPa0V5bUujaNiNDjEXUbRJja9UwRl734H0/Bj0MfHO3Pqkh0G2BrewDy6s67xsGNL5Gpt/ej+4e9/0NDpQWd6i6yhpuBDzWL5TN/Uc/0XoUJkKPmzkf1e/+089OpVFaSACqsCQrO2EPGe7X9908x1L9DG58tf2H4zUYGUfjwsNCEZHlE9vUo6BU4UEFl9ZnGUYQD7Fxem6QzWZNfADdU5NFx4SMzVzQT9wSqrW9wJehm7dtldZDkm+r4fauQkxULP/RH/7J1W4vRKLtVLKg1wwbXVE9Q9CtWv3f6NDZmNWxJua4zxBi3z885wz9h3EQcKZCnPOl8blLd6llcRjVLcLY877oos1y9fifMs8CqDFDEqwcn7RWKeWc67YbJW/e8L5B+jU07cKLgzVdNSLDxhAxNPeo25tV0fbLOsVuUhPGMInIO1kLuE2AjYi4LAtOMtJAc+4niFdFHaPNfPzu9OxP9yPRCxye73WPE2hfrr69+CeARr1LW/MVh2nBOQ6VHC2NYdB9lzcZzewxlEy0lelxDFtqg5FN+FC/1vHlBXT+fkoQYa3zOcvyRn8Y9ZkoKxNO23Hjlp0dakRsmKSIRJHGgU4qrXtXa7PFMszkOnrnfZW8Q8/I1iLmMlZSnE5FJOecc14KVrAxXkhPWGl1RWzRXT0NGaRAZQ9OviNZq6Pm4kekn89uFTSzFC4eUVGJqklKElalmZkcVlqLA3XNgICIVvBoFjcHxDMFw0ZCkgmL6p8gIjLP3uJaRbS1YzLQErwwjAEwFk3RA0MAEfWkIKHXwOOohA3wpZZ6enn77Pc+ujkc7u7v7x9ygtVaTFVLuFYVQBI1WvQUMUrbjGhLT6u1zjNOp5ISk8lp5rSTBFTYV19/8+JF+eijZznvEizYPQGpAhNmVkNawQ6SOSe3KHSgM0ZiLTG2zdqBtERUuH4DzZ3ikxiFH3/84nh8uN1PKKdapPokaJpUhNJb5JBhKRaGHemSsTMGw22ImA0iOQnZGqJYI3EgMulYa/cGjn17B9YpHc9JWGddm5FYQ1cU6Rs/8BQz7UoQohyRH/SLCGP8M0Zo2+AwE6i2Y00/Ef6DxX3T5PTCoy8+azTQLpzljH+J1y6Bt6KkmVVVhvkm7jY28203XNCkOxNtsOi0i9WZFd7zGgOMzrmwyKIit7ttBu/V5MelALBCujJ4mbtPDUBrahnPF1nbcs5ebGp9H6oMioG/mbQ1fPPBsZUTBdAsgn6fbqyV1h2ns90weImOszghPfv40+OrLxMSjyfZX//BT3/869/+VWIh6fXwxKqgVZUiANRmxHJ+4kMRXDho4bpCZGjHVRDBUoC4s4jzxelLtF4uAKD8Lqk5hqi+7/CPgRCoWGqvrR+93TVqLcw3Wm1WCmi51Pl4GmL46Prqqj+E1Gb4wOjaG1/NS7u1t7ldyhmRrq9Hk1neWl6ktU91Iq8mI1zW6M3CsGl1lOy75wBoCQfahuRuVsZEVL1JhRsmvIKVd64VI0BpOrA/UUXMkVMawqEaUiFZYYxqlhgNpRFG4JJCRM7i4zFYyIaNEroVitY7xvRruuPSgSlBaO0gm9WN1kJSHIIHBwAZacsRUKEGuqwLY/DGW11pFF0q0S1qedvlqLAzsykhmqIenq6THsJGDk9uXdaWhCeG+kaoakV1Cy4ZNZONhQM7UnUNzfrAAI9dYm6McWNi8PkpFc1D69THUsWi9KNMYmY0H57vXbsuYqls0zveTz8ApaG2EEkUgi34Tcy8Bbq4vcFpI3tue1Ixs6SqGg1zPfwwWv+GNS6pJlZPvw2XkIjIUG1EIdUqkmNnpLR08WtkRMd0nZLaxLz3pwgD9HT2nWNISKJT0nmeW1adgmAtEr/sJt+qqsmWWMMOnAHANMsuaflbf/Sjb37+qCW92+1h5HzCwDL6HqcIN9vq2QqxuRwFdjjqXvVUr1WOM3dmKhkJp9Pp4f7JKj642wugqPRSioQXvFDNaF1iVCPgT4dMKJKogbmzarRjtxYRyIj3ArwX8gA4jCqKBFV99nz/0fGDpy8emLSKHOpphpqZpOw8q69ze89RHVn2blAfsdIH6gZSt/cDE0GkU4+Hodba2ysAEa3CmMriRsTAfNG4bedWXsCRskUnMfL32AbG2FM/YRyStZcKMr6VWAn7iw/CQsnjmLe/alLBRcUWIG5kpC9M51BmNecWS5dgLGm8vJku0LhzVBbQ7sdc9Fd7fxL0sggtxNO5UjuuUIZI2Mz34mokOItwI03lEJQCRN8lH62Xto+Bnd1tHG1rq+O8J/oQtmGwkWuPyFlWfpwcAI3UANJMJboDYk3JjVxtWAAQOInq9c3DibpXzBWH02ff++TFs5u33z0QhLghxIe7PNXLy9kQH3m+buN/XVkfCxGk5r/EENThoSAL09gArcUcRb4HPQ9Xnp+XaLrYbrH9CUNLlG6U6l+Nb9xitN/vu9rzUMuRplBdd2E5v0N7X0SEMjXCC46xCSIXr9P0nnbbZqZp0Ul8DVVD97jMK6jOdlSUwrPWCyqCXqXfV/p9R8OvVhFQWKFIRnNpZWLSexQ1yOJnbKF8oywu/lEj0pYSdvmhIq0ZT/uzDVWMhqZ++Po0C4A1tCHtuK0M/+MA+oet2eZEkiiuPPUZxRhG74pVlVZq280ZyxOXJeNCecGKSErsewZY7YhWwiZ2WYuIdK5oreKpAxJUSxDiwnYPEwy/Abi0v+rzbXPpuwqLFmmrsi/LK0yDiT5Vh7WEJC2lcJ5DnkqkpFZvJMaQEqUU/61KfzodJ+toNDEFIFqTooXqLek+Fay15iRUldESk9I0z3OMd67alFGPe25mFtfGskAIE1GW4nBNTaCJ8ZlBfRfhuhpd/APqvfZC92hjqktEJxAeEER7WZhZlKA0A+g94xLY9SwJaOwnZ5Gj2oCKiBCzKo68/xs/+uT7X/36+M3b2/wi5XzKfvOSkpdsNK+BA4OIGFcBwiJiYgTlZLXWSfc62ePTnPKV0nJGURzmkh4PIqnudJomNFC68PS26o5cUhIBRcUFqpiJlyVsFVukqfbLefOG1qErjdABztNEZL/TTz5+8e2rR2SplqAym7lMWgvL1WtkCupiOxBmMMr3SA5tK996i/vdrPl/RWfW8xCf9w2gvx+v6Rhx+dNjjmT41ioAbVBl84geDaOq6tVHAQ8TNrNNn5+YmCcciPW4CoSdNRCMtvlzreX3k9XxFrCw8bZh5hJMVVusWL9yGQIpHmw6pQlGqtf08cCRMfx0gRTtdrCw+Ym6LYBhepemuLdnLGN2MU8Z6UoAwOu5b7agWxwJQKxVWulfsYGSpiX3qQV0E5H9fn86nZr/C8AmEHGRysNtt/61kaTZGp93eh7RIbAVzGRwj8FixDANyhLXVSXtbu4eZceqLx4fD99++8Ef/eBHP/jeX/3qS5GoN1jp1ZijQc5qfegG/7aqDU75YHL2AtQRPphAM0vtkhz9gKxpPhEiqSKFRiw2dRlSudcTXHbt7HNbk9wFNL/CYZ4XIx6b7B8tKgdRBZAhkPx0qmZSFAD+5p/9o3/yT/6J1ui8ImdP6czB9/ecSwweOqCd3/MBb2Z6Ppd2Zx0II+YuA/cYVI6VVUxWUQ1xZnuq0/Lo1o3GaN5RczOejtVliAGFbB+3OQXjegCLqoNGaY703d6WXRK2wGUwxCsvGfXPRIMN3xCQBBAsw0qG/Y9Fl9msVHQMkn0x30WWADr1DDZvRhj4uuYzAKQUQl8lIY18TEQqloSnTiRdPWhRfQa4waL67tuwxVgibSigCGpdkWLneSMWZCuybWat92ygEY959eRrf+8rr6oQ788uKsgC0EKFcPtumRWkVQEgKzo8Pxckaeoi8eIrG8wbufiwaqWI17+G2/OEvhri3NNFTujrktzJJYBQwwcBcbev56cINaumnGutQgpEA/REbZdpmiioZkkaEpdwPkWQ4zgZSsOIq73MokaD2DSlWrxXwRbNjGIpC+vp+Gd/748m3L/+yzlL+u7gX9Os9ENFt6WS6CPqgzGBF+YkTxVyqleJ6anovuRsScAkpfI014dTucm7XcC7WEYMx1Uib6ALLelPHwBDmGRVtUY9QjNgUO9a0lOTVS7sJ6lXd1ff+95Hn3/++a7kWVNmKTQOjgOsOIgAgc8QwearC8YdWcINR7tIY5lcM0cHjimaHw1kum7pc/G9XspoG8SBxPM6ihpkhvMybd9LS4Lpo4UqRjt8tSFMO1qW+ShcAKt2xipobdN6exW0S9vIAWBufo+GnIFoOxHufsG2f26/f6eKzRakLPjrTI8yQOoQAM7rNQCrP8OxXa3VBo1wLSxHX6KSPXPeZ4IBKCzQqlHyoiydi97VdkfE5zjr7Ytt5P23Fy9bEd6Qfc/Fcbwl5v4aYcSw8sspKAml1Kf9zqa821+/eXt/Jfq9jz/RSY7Ho+YdSS9FOSTDBNA/k99IoaAJgClPu90upWRm4vUIh5lqg7CdA5PsdT0ypFqNoBpABLO0lSextsuOYkOHDlQX18T3NzXSBiSCXLMvV2wM2lmIOHGkQVmgqhqkMj1K3u1209X+7/z9v/fPDzUlb5K0gpcy3Cemz+TG/37HAfUur83I+0nfyBGAF6//a1/v+9Xmw1V0xOB/iK0X63VjaB6Y5eh54W99wFvARKCFCpwDKVIBUQ/qj63UPvU40c7VOUTjmUkn+2qqkQWp7E7hLcQ0M9Dtlf55Z5J0yRuLX8Ux21yBoZpS8W5mUnEhqgXoYQNx+Jp+ToxXdwZFnYwUFsANZws3IpnFS0arN9hMKUGTsddzAxAZ/eFUDUBMeuurdrdR7ghSs/tmV3iavws9vMftghPGYBWoqsHpD1AhC1oBoOynoFYXC/FEOkMUSnDmXtukEcnCbysoKqDEj9BxmvNqAsw+1qbHmxlNkFICEaFCKuM2y8AvPJLdRV1WAMx5KqV4+/IMAaRGMcxKMzSox7BVU0RKKaqO4SvJlML3LxLufFuXNRERueTCA6CSrXZtnjRrwqO5ZJvG2fy0hz/8w8/+4tVvDofy7nB1orEsbNFXprZIAgHQuuOpKq2KCg0GzvOsqieozrZPKFVSRoIc52o4qqIwffAcAHI/rqlFg2qJVpjNLSJhResqEPwCNqavKc21diSoS05OU0Y7/iGnBHJ+dpturjAf0kHgkZ61ZQ5uTnKzIwItIzu2fkSHgmrVgbeb6zsHGUU76akYfmpX8dSoJqQqajWlyBkLGxmoqlpZWP8IYsgqokBaYkE8QLDHMbjDi66QuFgRj/bD4KVwhWcpc+76LnvBCOmxlc6+XejJwlj6gFfcy8w8KjlZuYgt2vpYpzcM0mJ7LYkoMW09HqXlhalq13C6AtrX0BrttK25cHuHxKtsmL7aOEMJl8Z2/vlfg0cHghEyAsnDskhTHRUDRi9In1crurbCi++BlSPg06E0TJ9mm1eoKh5f5Wy3Gwk0xZUkT8IZ9uz3v//111+fWN8+Pdz84q/+4G/93R//m8//zb/5Ny77RBLXLcLGcXqlVh/AlSQRcQd9Ep0QKDVNUzcUOWFPKZdS9ru9u6VI1jozRZGjWqt55PQSL2U0Vg2ZHRoPiVU0wHsL8v2Ol88rwgas9jO7ycfv1Bgl0DIomEXmef7v/u//+HQ6yf/if7U1yjGZUdQ2j1uJ26aziUgzAUTBf2kQv8e59gWEWwGl+OleJaXE+AE3ugxwYTOAEROPZNapKAswYFe2OJSkoRU5DQNwD4/nKK1MAOT6DivG6CJcZcnxH/PTg2M3qDcgSFcWnAxYraYccp2t5ND4FE9+6ptIRmRbjJtcDPah8vVFjh2nqXGlPKhMoCMCy+FkrGYW+9CUxvXhpbspNRFglOz1YC1l34vAxEwg4b2JIxu6EDQTVa0WC+JHu6+tO4JVcqNb8URRX0hdnd+w1XU0oqrH4zFy1VvO0MjWRtyy7JG7kujxdiO3D8RsRpW0sKXwDQbHyDm3omzwTwHQw7TaiQv0D5q0YL52ffZqxn5+PGrUx+rYNsgqZTMzFhWZUqq1UqDJ4/kY8XqRulE0waxKKBJQiHm4q3E3TQBO1ROdRg0GI211Kg+PgcCsilV6UjTpel6LLwTQiy+oqs7WTBip5SlbRWNP4tUISZBSn3Zafu/TZ3/5l1/ePftsLsdZ8jzP5Tx6f/0iWaNMsQlQrEqZ52kSK++OZtkKjEmUJbtrm7jZTSmlrKridRIjGz7O/qDVNXKJXQBiIr5g3V4l3ri2E1ajMxmMfH1V7+7yy5fP3n1x2t9ofkzkXIe7IVBsZtOhYwxnjM/vZuZnIXDqJbUD4/UeMOuOPK8vCBFbVExRVf8zuuWIsCl5qtoKa7mdQlS0WqSaL3H+3a7JUMEam/OXriuuLZ/3BRzF3rj5DqndOyrAynG8mib9SpJJ1QOMWpkrwpHZSmhh/fNFU7cl7li6BzlkjHf9BgBlLb+7F9YZPuPCieg6qJxfPPw57mZPsFgUys34lzO7MtasrmmX2YIQYjIBZ1PvV6mScmZditHb2p0xALUFO65Y7dmksNp9XpryZsQuXCW0zvZxIUzU7u7evXr1MM9yPKbPv3r2J3/7x3/4k1/88lflZO91qAyUk1LaUVR1T6iqJ8YlTZNOBTQz3V3t9rlOCkDClma303S8vz+dqhghqDMB7DXnnOt8ci5tZpNlkkmEYBUYrXi3Kl9tg8MNNuJ+32jRzpS2aH235Wxq3NBBpBuPsUAQgpE5X+1q2lFnqsxCku/eHWqtz6KWqrqIBUCU5ZgtW7baU6UmpHZctylB/Sx3qJfScKKZoph3s4E4BAGQcxZjrYaxQirc9daySQSexhtWWQ9k5zIStuJ3C+oNJragmQvEuaS+LBHMG46q3ccN9MQm8RReAFaHfVzGH9L8rJ1BPL2JDA+x67Fu/aEiMhYtGu68OiwuaIsX69FdrW66W3KqYoEsGnOPQTWRM8DGysYbd1sscgdVfZYjbuufGJfr6TY/stbqUbqqbufyoCzpHirPJm0cT0j0pOkuUj162P1U1qhr0mSRPQ0R8YqhOurGXsbFQQtYrTrTjpQXr9fmZYBSsoj+pQCi4glSZp7bIqiGvBTC06E+uUsNx+jVTAVIME/m6bpuopllSwmAhUsqvLMGCivJKgmCNKypJ417cL0IIN4frQkEzo1EtMFFtqhnq3UWkeazH8gOnZusxInXtXc8O035dDpFFRzGeSOAlEspgsl3JaUEFsdT6qF4AJlIpqS11sgdhojIziC73d/9k89e/frn+fru/ulN1T3JagbaNDCdRothXyBZrGY3bYkAKKWcTlTVJ4GdShJJCTmzlpoeTWVXHm13c2WYe+ScNCc+mq8n6dSarRFYUnRpklKqnAEI1KxlxQYDMEpsrTN0l00p7JEVQBb7/suP7g9vvrWn1w9IkOKMoB3yIQxFRdVj4KwHrjYTqQk9TR9nr9+BPLBYVhYlAoi2NvAC5RJ2CAGSarWKYHPweh5m5tqwNM7nONf9X03j77bbrKpch9cwtF50HQhrlT27A0hbBMMoz85AXmMTgVk91lNT5AwO968iEsVKYIhKfu3RfpmIe9yc4n6HruG9GHkpJr2foHM01lDj8qFHYeaQiPGZhu0ybmURFzguIJpeEWk4Mmj/dW0I6WTAZlq7gKjancExEGAJ+RhZuchqCxYQPEx5IwPGPy/CmgVNWudhLZdwED0bCe3umPnuar67evNvn66ePYcV1Pmzl5/8zT/66T//b/7lbrfTtIQNdLamqp47PKmpyp5erbCZ+q6u/AfXH398e3v77Ed/8w/+4A92Hz3POT+7FlWt88PxeDzcv3v79i3m+vj4+N2rN99880355u0333yzl7y7mjifzCKEP6OcTqcoRmwRthUziBmFyUf6vN7/WtF/8NWFNsJRONKeR6ZCpZWQaEVwtFrdX98+PDwg9wSLgNZbwti+lLQqdB1+EX4Ewpu9oMO+DmwQSkS0V/zp4Q0A3ODayov082tm69abPgKAKFZ743WKAUgRPm8iIkMs40XC69+yT97TWt0BJwKBVS9D2wJKxriKdpMOWfqKDUBtPDuLFaDdwTmPET0WZhxcAmFaRSCralkudxKa4kTMm3MdyRPN1XYeHQi06OeA0Lmf+g3LHSfFZhkNfrI2RpBkiw5cOCEzyZw9NoAiIQ2VSJo8WcTaQUBwSIY/jW5SaeZY9w8tFlCvogBvxOreW9eLXIKnlKzUOBdtfb26bcA/QTuGllIqpcye8JGlDcYtWCJcQf9G1QLoNE1edKZWiqRGFzFHGhMBs2RxRqohU8XTQ0RVLHqMkcw6DWSwqrREEiop5zoXALXalKcIuCwnAFBdrJ+x9FEGj16JqqHpErFZIqJduZdWztefpUmBqCNVaWjFCjxaGEQkgQpUczETDycFO+ZtUrWTjXrtoASjcFcf/id/9rf/y3/2xT6VsttrmTmjMgBT5E5L2JO6UNJWzxfkqVBVT2WWWQsEyd4SJ5QPbigi86ke0/yW9Xjgxy+vaqUk9yyPNgkhATMx9lJ8yzaj2vokWKuiTl7k0hEvuBwwSDX79OWH795+u0+aqAf3arZfW+2YDrlBKh/hEsgtEVYZRsHKnukkQ+7nyH0qotvjOLYW+bFKgIhxXqgaf9H4tIrV0F52C4CCZk6Bfl9rLbZGM+TFm2/0YOm2oIET6fDb8T7r2w5TaAK1my0WWHHpDuGO99ZqXNhlv/8ySC/75Pc8K0rcZ9c3RTWZ2/3RGb+XIV0t7BmD7iON8hQypCUCi4lxVb61aZ8kdzl3XRmrV8QK9/UaUVqz3g4r39JNcC6fLhkdL71cJYjrx2ju+NrMNfv4sOHyzeBd430jSB9/dLzaf1vLp/v9b//JP9l9+vLZTj/96MP7+3uPlemJ6IAfK9kBqrp32JdsmnLSKaW0u7oREWZ89tlnn/70j29vb2+/9+MPPvjg3cHevHnz+c9/dTwek86Pj48pSa11mtLNbvfpv/dHL178w8PD4f7+/u3rd3/+53/+8NvfPj0+5oS7uzu8fjThDjDaLFGjxP1uAinB6n1dfP6MXtyyhFY5WkC0+KMuOY+rlZeFDhGl9UlV8RCa/bSHQWRS3VWZvLfm7vqqqhWpw5mQrnKc6Qz+pwEeBBIeRpJga//TKmP0/dJ1Yken8HYiFIAgq1BZxQU/YyLeySZgoGaSitHWtTpxIiLNRAmg1aajija7fk+6i+QArrXNRT1AAlHhhd3Yh8oGVVsQZ/zWQ/DX3MyttzCzaZp8f717u/9cVd0iGJcnLWaNh3iRFPF6woCHmrXizK1B8YI/Bqdl8yQWCMyYUqSVL85zMaWqKAS1Vq/G43kU6013Cd7Nb+0ltZtCwxMl2Yw0DtIntbURevLIWj32h0mYi5BFrS29A3coQ6wJNpq14zOg9eoR9O4nnZw63NToLLUQoXhRleAw7BevGZGSoHe6E1Sa4x8nAqiwRZhRUGx0W0mh5ZwdfkbRj5iHqChYAcnkLAKR8Pc7MR2PR73KEAijnq2I1DqLJB9b2wAnLiYBipuUlYS4gxger6qSskYhq2UL0XJvO+FyZDFOQOYV2Amg+63/f4z96Y9sWZIfiP3M7Fx3j4i3v3z5cq3MrMrKylq6q7u6i71w6SZFQgNRIwIDjQgQAuajoP9HkL5ovg00ECRIGgGiIFEjksNmN5vd1VXVVdW1V1auL5e3xB7u9x4z0wc759zj7pFsXSReRni4Xz/3LLb+7GftitYiPkMFHDXSE+lmoMAQ40VJ3EKJzElVAWXmlY8Ht5dffHDw3tVnlm9Om3XOIfFr3zYzUCKiKDtvvLvtMlJzvVQ3k4UnmyY1aEpHGQ5LsJzzpbsTn1/g8PCQLDcET5uNhlDmKnRa8BkOqNVAcYtU0T5GqpW+z5NZTSJ3HwS3bx4+enKxHEjGqPUjKjVNxCZEZGQKolp/V8zKLqUX6FF3ZxKzOXvVHmfH7JjVMJPbbJ4yM8Cdim1EVuU+YYJGl7ngyG2yxX2u5GqnpTdTQgh6jS3tmBpe6G23gkDt2MMgwg0kh2aWFv+Pqf68ZeBucR2XtEhDjLW1ICJQdbE6U6NHHe1cZUqdCNLhDCGVRYyIdpiKd4zaXhj5dYGT3lQSEdVpp+OI1AqeEE/0OSbvvBadxdvfh6sSuW7S5rt14zHAaT/M8jmDry+V6EV/w2aU7IwHdU4baJ0qoJ2J4V40iHvfZY6IRlBmOZfh0aeP33jleSNcPvvsufu3v/6Nm3/2Z3/GWAlJGFKJUph6RLQiH4aBYcw8pGEYBpblMAxgFpHlYbq6OPvun/y7cRzzmFJKaThS1eSecxbSlBLIVqvVxje3bt2a3IZhuHH37jAMdLD4/T/43WGxODs7+/DjR8fHx8gf0WKR8phzlmlydyFSRY7yuGrO9kvAzK5RD9htoc6Ub1ecXCKC7rXxrEEkKsV/nJiWQ1LNIguXZdbxSvOt23cvbdJtIr/eRbEaBXEgaFkE5DBg2Hl//wj9OIPvraLEiq9TstlA9ChCeGi++4AFvhkyBNqFDw1wdmMv+0og1TszqQ3WArMeSjLG11uK7VtqC7XG9lLLxboI1pZZyRHJIo1+X2QsCNhUe0+VewBgFF5epAVaeUHSwMfnQoXn5hpBkxJ3zFSgn9uChedCmciboWN2LHAOd+bo+WjBgWCVEQJA9goiYoKLzaZ8ywe2sOWcoQIp4ChtOTsLCVH0UISbmcmQ3NxBmjV45RSuKJuIqoHrTK0/MGKemnrpTPBO4da5LS+WVa6KIN6fy7QLR7iOhStj8TyHO5DZ9mvBDRccGgNU2TA8Zs8BK+nvfngsIrCMGkQr5iZTyWd64BE92uulyKmzqojIsJimKUlKh0dmc4yNiFJKZOpqaRiym6Hm4+JgtPht3FSEmSc1RBjfHW4giAO1ERaKUR8GGZnVbqruIpLzFHuHmDnEk9UK8zlNEz5KqHMHYCBiokB4xvgZHvBRIlMHp/DYoBalQMw8sKvmv/973/hTPT19ZxpWw4nTZrMBsZklCdozIws+mYDuNaoFBorEG82QNWp/CBjcrta+XCZhY/O1q4/Tck1E08EqYjMd31IXY0AnEZrsKyHiZl0V9zDeFlxQYQU1wedFv8emMRDRMMjzzz/39Gp49uwZZ3JXC2g5OGz+SNN7eXsYeyUGY6hbLUzeCA54Uaufl7ArHj9Fq71Kx9e/gdkJJOwKZs5uDphb2PkhL2NICBEDIKgjfUZiSUE/WO/Q93mZlFJEiOsEWnFA9xQeutjtHMXaMmRL5Kl9dttA2Q0qVENW3b03Panrf4PaV7ptgGpYRMxD3Gu7b2InNjWm5D6jj3fG8Lde1yrIPYN1KzTSq9XuneG5UiG4mtFM1L+NmRs7aFHk1afvTbne3G9xOGpxiO3xtzdvKXiqOmcb0hf7sLhMFQ4xpxTcPVi7a1QvbhvPb8b1LVuS24kntfHgaMz25OT87t27Mk3TZpPkSLMPwo30dwAz8eA6pLQgG5JQkmEYhmEwi6I9g5m5Xp2OzLx0X7D4EsNATDbaNMgCaZFzZmIeEpkvDdPJORGNdnF+uRmG4enl2eaFFxb37rz88suvfOXLwzD8zX/8y1/96lenP/01JT5MS1Vl3SgIMCcKnp7cpQh0TxuVGSYyr/UrCuYUWUCBRGutapOFNHBqFl/x6n05yMFyWA1puVxOGZvL8XKyl+7eO3YFlxVMlLwrQeiduv1X2mEpnVVLJqQ/CLFztsC4O7toP9sYmQcRiUJnAPt4uP5ih1loGadIzZeaVo052T1oXWijDLU4J/N79uVJXR0nItnz5eq/HapBivfoTOgcFa6EPiEt+3lAzRLo3ARqK0sQv0bFQDyCUTY33puf4l7KljeLHdXmwiSRzbdiC8y8B6VGteTPyp37xZsFkUU+MMBV0av3eii2yBD2AGI/E0Wss/YFQTXjkFhyzs4TcaTRIh1MwW8dwLtipdeQcvui6J9boOiRfpWo2Y/Jz8wcdo52jH3zwm1LWnKGR0CbvWC9tlgnzSqnMgeZigE59rC5RoEzC0fhizpT5USNXj0mZCBcbaaIvpQdHEE7oiBxDTQSVJnSZEolZm9jnkQkEPnehXndyD1KswtMGMVTafZ70cGlBgeAaZTENVA5M7uzmcUU1LAGar/da0L3AYpMJIBbmA2F2ybOBuBRHOzExgybjt989d4vP/pwg83lcDBNkwGUBIVUIprdERBdQsjUisMVkXsiA01KntVYSJhVV26jOwkkYUOYbBoWNDmvFod5cqmiqhcBFYs240nbJq5p1tixvfxqPkd9sUZIu5iOMPNg7sI3bywuL3BIh2dnZ6VfIYVRAmZOsWQE1K4DIYIjrCM1ZVII+RDEpHGM6nj2uPfFpd1nW1UHSoaJCMkNhi6X3XTv7M+VqBBX+EeZsXb+uz3A7UCSsBN7Rd32A2suTWwhXKftUD241lWUa6wP1Xdvd6sD4C5bbb3iISJyBVUO+jBorHeBdpPOWzeXGm5y3zFVe9GzI/Xqr0bk7N74fcIpmOV7C4YV+VVjFe7xx5BFnTE6Bym7hFR4It5mhiu6lCoAvGrniK3M6hl7VxV/886PIZWuM3V9qgxpq7SrDtuMAt6gUE10Vl+5fONsAXevlAf0cLVz05p5eTiup2fnJ1iML999+Nbv/YMnH5388Mc/vzpbTyYTCnlyYkksi8WCSUVEFpxSKudd0VaTqdzXvfQkNFfkzGIAyP1geTiZT+Mkti7hBTNTHYkOoOuPP3nyyceXHz06fPiKiNx47u7f/4f/6PSbT7773e9e/OL9oxu38tPHaVjA1cyij4uZwrfqt21vH4aDF68LZlLuOo1SVjnOZvVY4g5CnIZ0a7EY1HRJL7326k/f++jqapNXB0cP728qhn3f6+gXYh6dMZwCjbLfPzCyp9q9Equ2k1njjoZmDqtHzXuUbmxhOvvLWhClnoJdSikrbnbNLoNa70RU0bdvevaP7BXPt/Oncn+aPXkUGzc5Sv6VmQ3wjnjSCNkt4qwAIBxM+RztxYijqWvkCS24Ybo84056ZNTsVWR0kzAPsjy1WY+Bjg3Tq7aoMi4Pi1KY2qQlynnv8ydCTYNgbg67PUsc3bbm2HM1hVElW/jVXC+gRPSpSpl2Zw78iCsVtskWcyV3N3DMXdOv5fwyACMr5IIEcp+KqdERfKK6oKWvSfcgjHj+2OLk7lQ0bHlqqg5wr/XCHgjQTkxrWClxad2NDiRSoWIpMxTsTL4hZ6ch8rxRRdVSPDmqUEi0ZsSc4kUxYmZ2QDWjREJKQJsHISKbMgjuGohmZg4qyHrqSpm9mZGDC6WMFWYgUHCdmxlB4M5JvGILDBkEZjgs7A/2OS1LBBHWycv4ylZrIWgkFuj08r3bb3/JfvnLX17yUm3ajGbuUgUHc0FjhJjlUljuIJAxQG6kAecGAdlpOlxIIhrZfLMxSSnx8YUeOujZ+Z07d1ZZWZiiUwuVUdkMNC4pchRZNOukPflI6BCvZkZzf4UqLIoyx2KxeP2lw6uTxydZhZQoUc3fhuqNUH9lQuJ26kLpllZRsaadZxP5US/5Po4NN2/KsCI80AnNl6KYRq+7FrNJBxC80EoXXM+uTV98JjhFQYRTYcHYg357zaW2V7adJNSbW2E5CdEzzzD3H9nGKXoXdegMxGaQzkHNdodYimI+Rou2EOCpH3Xcmet5JgW5QaPvdjFhdg1rXBe06K9uDhm9lu+2ChFxx+lfRt7J1SoWA68zBye6Geiac2wPKd6QZhKHrWt74cLJQTRCaIq5jZa5IJxa2R5z83B4/4bXGpQ1kmvtBF1jSden3jpQAMDTpONiMS2X68vVe49PX37xId78Cn345y+98MJn06en4+lqWAJQqDClgYdUNA0RwxnkFi3VUdgjCpY7T0XhwZkdNjWN9PxzdybTDz74gHwss5GzmRKRMLvZkrC+Wl88OR2G4fTBc9P9+8v7N//w7/7dp1/+7Ac/+AHOzpcHB7Y+MzOo55ydYGa5W+Cdx29asL3ezBGfPbeAq3HlyWu6hhbuA8BGNurbv/9bPsj55mp0vQDp6sBTsgpRrYB6Qkl0zut4/dVCL92u8JrT6MfWLJj+yPfXzpEJNjWqMpn3gMXdFBVUqPuWs9ECGe4emdfG6jN/TY3t9RO+Z8f0+F0lKoCQnTVqnw38N9FsQxsUTJEZKLfKDsxperXyLQVvt/2Y7fCGadLcHtShx6eqKRZyCdM0DdzF7qOdcdzfxd377FbZKF7xHtdJ1K1GiBCHS9hPCKaOGWvhasIMcpGqsrbPfntnuyeAlALixShQMWYT90JuLzIAMM1UXI7CTOIle2C1aS0ljjS3wpWR+jYYNscyun3ChbrYKrwqRlJEHKj1yovCDiqlrkTbbLKI6GZkUbq9sZlssUj9O1MR8eDEyT1vNhsREDx7Q7h7wHoCnUhGAIvMxyaGsuMKiEiewJVRmkBWqbNmeU1ESUzVSwRLgqImJoWZzRQg5hDuUFNyuDmlsHxL3KLbpUEXaQCC869Iq56JW8u8u/sMlwMGgpm+/YXnp5NPzp9AB58ym1kPjjLPwlKDFyXdhhqUJkIB/2i2TSaSK45O4YnNsLClkJtPm3EBubxSBgawBM13MXZVqDxFDXBtZSqbrCn/VsgrOpFHRFwxTLNd6ECgvgjJ8osP7p7o1eZ8I7QEClYxzrNI8W+okW2aRzWyeeldU4x4c6+c8lGvVLbEDJnactYjoRY9f42KOgdgqizCDA1UJoWJBaPa/SwKyWHxKRCMbOCBKIApVabX1DYQwpR6U4NBIM7FjJ51WPw17+mAapg5aoQPKDjbshlqz8Ayw1smYEMQF6h1tYC4iNo5Gtp9trJctVdKoyECCFKcxxl8Xb933sPzHWtBTH3AGc2GYvahzcCWEuq0+P8f1lL9SHvwfh5Qx1xDVvMZ3Lshbe8ZrzHCQLGo5hLB2RtPmM6+zUbWyYTiMrXSlp0n3RlJM/h23mBWIh/oDIvslt0u2cYFnyW+2OR33/n1+f/+v7a0ePH+rZXjr//64xsHNwFkSSJCSSKaxcxwczVvPK1qZEEU6YBHokoANmeouMEzEQ+MD9/71d27txeYaIyW8JzciSYRIcvsMpN76eb8vfXJO+8evvTwzTfffOGVV1/70pt/8R//489+9rNDvSEi6+lyHEebxkmNw4yIsALq7u+M/v0lY+a6rSNq6xQu3UyAxMyycBL1o/tHR0dHt/7Ff2l/9mdX3//JOvvywe1RWKv/srMJy1eEJOcEoBAvbxlMggivoHxnNTui/9PUi0R0G7tlNve/sS73nFYTB1U6m21TD9gVAlbfFfHsrf2mTubE2D1u5VE6B/5ae67tOiudOLzy/pPPHQXLuSneSzDYBfjcxTSOHjnlEoytkc5m6u0cfOe9MdRcjXsl4nYBQD41A9k6guUoiIFPDPcunk1dCqvBi+dZrS5DC9D25NX1i6KrrHdT5+4aIqeQknbGhlUixn7twghhZqHkkRWczz65Q3wBByKAEkR1HA1dmEio63kDUIgHInKXlnUIg5qEq9RtbkyZ89CbTijFIkxM4lM0jDUvgKUsFNLD21N0i76laqnIzyjajdAbgylqhFPSemJURZhIAIGD4QIyMBHUTd362IkZmEsLIADDsPTC+Y6UEiEmxRpWIA2FO01EGMmsGAo6I7LJnXI2kbQbhyeAGMEgTaSwBEg14KnWFhERNG9LjrL1mZF1BDnIaIiOAiXi2tY+Ea9WqxePjp7cu/Hx6Jh8suXV1ZVT2KBkweBLtXSTxTyartQEaNxKAXdi0kybESnxMQDYerq8t1wNbuM4nipcEjLdurXiZZik1wig7szbMMg45j6VufP+JiaoBtW5WKGxy5yZVR3AwPLyCy8+uvzY7fb6KWVY1gpLQIGKFTeg4szIaxg/RGEXA2/6m4jMc7BCUUlidl3tgLp/KGIzALTjxgNxjb6jBf93JuTaDMJOTKsgDjtTfssUBjGFmrn24m07qY25dqfeCxu0F/sIQL98lfECAAzKxIGd3l7fiONGsiMBtck6XJjJS5IjWqgBJonMC1ajj7D1M7aj1Wy7p3iNn6Xef5gntjRQ72MbMcPUzhSwq5Z6bRo/UP0M2mLMkUUCdjf8NevhaPUoO3IN2yu7f7cdNYymSOrie8QTqoXXW3vXaGVSYi+xQABAngzOa/Yx0fGSsxw8PT65/+D5g6SjTUcrvPzCnXGMiAiWQwqwsbs11mhQVW0AzIHaOLscOCOHBBxSNZqHMvN4epayomCs1d1TSlB1puAHBIBx7e4DH6xE8qdPf/zxf9A7t771rW/9wT/8h9/43d/9t//3/8+zZ8+WeU1pABm5KiPn0n6vmk0S0hVeKK/bbm+aMhwh7lJvoeyrUiUAkseXH75MYt/8H/0DHK5+/ejD80nPxnzjtVefwIwYKExybYtS1/yDqHR6DZ4E69x4o7limyCGEMRQCrp+sDByJexsKbMqKwodWvWdip6S1AWYZjOLyjdavwN7YbvjNvSU9f1lcdK9ROP6j3SG4/UXkbgHZ5o7Bai/ngLALZqdkqmLCJwbBQk5aK9wrZeZheWOtEmDmsWco/u96UxWivn6O8ABikZ57pXPlaGgktGsvYAVZO7UkrxNYlTjpoTsiwhPHrT9mE90xE3LtDMzYCJUqMh9tociTRSk/c3Uc/feASYOIq35GWNyyAiBR3Nni/gUUF4iApsiEVs2UCKwozhgIYuoWr19vVlE981mGvBebjVliqpPtx9ZG5QiElZMzGmYpqmgCtUGllw79xV3JTjgYESFiotbdhlAzobSspOAZMZBfh9iet/C6EfWzynDyDUxEiMNEbAsTxiVI9FqossZCZGAyeBO5mQUHbjIAcs555wnh7EQJ5bBwWowlEi1E6e0qMMOm5Wb7O52pTg4fOqSeuUZoVpklm3eevO1N165c/vQ7ty6IRSxxlRD4uXmc67BZwhO3DYMX1e3bJvJJ6WrCRvlUen8apo0q1vOeZqmk/Orq1EnhUG00wJt7dvyELWwYkkXlsjA9hloVkg1BazZIVu7h2zKm5dfeKDj1cEyMbRLbJlDiV2K+7gliXZEhsFJOOYw3sOUsI2SLh+HlIr0etWvaxuA2MEOIS4ZWAcDQiSQQBpAET8E7Wo9QzCYkzsVIRCTFneL/1C6U0xVSmTaYtmfrxKQoko2yYU5zEtVbz9+EJEU498AIzdyE4JUSvSdmzcTeXtnloIAoJCHl5kEkZc2dPvj7CN8VfnN/wUtcH2ihsbbyaJytTJbvI3b2Q/wVbwSP0SVdMxGfYr5I9vfNV/Vyuamb7wDjO949nsKL9L4pcVTayYbV4FaCxuBkvTZmX5a2nPtvI69YN7+ByO474AjOzpq+7axXWF5clPCxYIvFnyS9d3HT/J4ST6tFnj9Cy/cPDxYCC+WidhB2TGBzDzHz2Qa/7Ebw2EaWyjGMLC0EBG7CTzebFlhTmTMzhwAdCMydmVXVmd10kyaJY88bXhcL13tsyd/8+/+/ff+7V+8fu+Vf/G/+l9/4eu/Iaubw+HtRLxMwwAsiBJc3MQgVs7O51kh5Riwg4IasqxInD4RSSmFRl/m6QiutMHvfgN//r2n7358ZXJlcvOllzaLRZUY3HZ+TG9dcWlr169CW6mdLK01lqK639ordSeWU9DcIS519JHZqDLQdUd+osqonquv90CayRKXlTzpfO7am8PU2w5Ib6tRhPYTgRQJpta+t+g489Z9i5DC2ouLtzHNZYeTzv95Fp5jbP3F3TltL8Zoy7lgA2n824+8/BWpZG+3arHmg7P/c/teERERY0VyhjKUxdNAibjJQMPcIbCsAhwcKG3EPuQkqIHJshsHloHb4kbr1GbhFcnm2neA7AZZRKJZMdd6rvua+qcmZ3Zmr4m6aix59ZIMkRwLId9pPcuTayZqsD8DZq4omMMqSjZOKBuxkWfYNE0TEZXVIUXrrFg3M5GzwQ3eJqMzGmYd72pcz3gvJdt+iiPKDnaD5sl0WC0hDOHuCctZYrfVkAYm9u0ojkSvlRyDK5lcomUaomV4nNI5KhtgRmc4h0lBkPZKb/xZae+G7Dapq1NsjtBhxYSKZJltzMe337h/52C6fyTP3Ui9QYyumrIMUhDmrLu7Bb6T3cmASVVVc86T6qSaDWO2aVTNboTLzfp8vfn06bPPnhzn8HqI4alR0/dXzrkdzi1Pa3uDMnM1UObj2gNuimgjFuIbR8Orrzx/uJCjZQJZQO48gM9eb1jErRG51AIxCi4sAGT9fw6NCB96+eUcDNhUCF/UyIKqXqsjUhfUorQrUWnERJ3956V9cIHE9djB+C/xbJq0/8IgaKK2tzOYGeZNnifm1O7pu//VY0xN/cSX7pgL3agCbzBrjh0Dd+cqq1nPPMxjSstQi9k6Gy77OLydK3a77Zqes9vWQPf7j7Bjre6KguuMpJ2x7Rte+6qlt/P2x9BrrBhS/EYdV05/9fqy+/n6+Yl98nmquhdxEebYH3xc02aEeUjWywEXyU8H+tXJk08//TglXgy2WuLG4YJ8SqDaiLb0C6ZslA3mDEpwNhVHApGaOMRMzOIUJCexokiTm5iyq8Da5hRQ+4HM3TJc2Y3dYOqaxSZM6yNS2Vy8/70f/qv/9v/09MMn/8U//6++/Ad/cDIMNw6PDparg7QYwAsSsVZwZN5xAGFvt/eT3//apmsgJPj9w4MD+GtfeROe3/uL73z0zrsbWQy3703MOZoFzxM+Ow9eUlyzdV7+DU22N55rVt8FLmEYeQeoRyEY78/m1uBbIKPe0JuyxJ7I7c0433K2ywiJqIsR9PECvvbFEvsA9yexnZEm/OP1KhkAFMXvyDE/7k5sLMUELKFTh2UNg7Lt9vY4wgvhRf9dYbpVQ7LYqX2et5/2Xcng4sYluFPHzMzCC3hZ9/5kWa0UbiD76g1Rgf3VvF/hKBXmipEIzQ4WsMTP9RFiiXfdPNUJtYSCStmfV5vPQwf1xpaTGVQd6phgmdzYjKsVFca3WiJOVJjVm5YJbZt4EErkHE6EEActsRDITcySeyJeSCLzsHZiwAFCE8z1MS3yHXMV1lF5UlJHjrUOwElvHCdidnAmV0YmzxSwuHBrLNLhMTVEymz9Vm5nY14GNQYNkhA9HnUyy90hMcDibqHy+yhU3XzCnNoQ486bzaZgFaNRAZl5dmg03pxNjTIM1PAehUGXDeAUPxdeC/Nel0vHsuPuOmUGrVj/+A+/Lby5e2fZ+9lh0lWbj1vVZ+8DeS0FUtVJ86S5/krT5Mfn48XGN4rRaO1+ZTZmnF1sTMmN1QGeD384FvFzZGP7s9FOWi+SIgxQfy1Wzp6ONCIXu3p47+jWjYXQFFshNIe7muWIXvQCMRZFiAaRcHXxOVeKWO22VRobNHRSm/liaM60rs2kM0RWVq8xFOKo7MiLTqDP7+w/2NkNW7GoncmhevU36cXz1tuqDUp+TXyrGZQ7grV4IsV+KlHJ+EB/j2Zg9V5a2RjgrFtPtzVaBpGH42SWe8p0Zk5p0fbt56nMZkO0uAK2s9g731itOmwFBbsgB3OCJCOO0i53CmR0i5u21WnKqQ25YZzDAOr3ZFMSsalaJGDHr40ZbvswnL0QiDvGXPveFkPVjvgK1ZwNlRD8FCakjIl4Ij5fyvlSnp4cPz05Zvgg/MorL73yykuDYmEkxpTBSqwkzgmycFpWM2twT2bJbHBfkMSLYmBzcYhjIJZo+F61SztHvc2XDIOXqryixjS7Zsojps29ha0ff/D//j//Hz/4D//+H/6z/9k/+if/eFoMdrBaSlpKWkhapiG0UezeDqJUJrY/Gvu7qL8W7kcpPXfjUC/OXv17f4R/+yecB1vTyUZfeP3NS9NJ6qly6WJCW9mk2fiuZlyYEbWo85qrGENQ13HnOHd7o6R0P+8m/VfHqNypj50HPW3927wQdUL6eJJ1IZZrUiXYPn0l9OBskN7m239/HynsRxtmX7/nP2+N9nOIW8ec1JFjdfr7xwkqf+0N8YgqRRQwvhoJLiVn4qy15UlIg378Ec1p3hf29lWzKb1F1bYfsO0KormnC8BUmj4oQ/dzJnF2WtxORIZhoIpOad/l7grNnrPnsF4i3NP0lwhFkLhFrOJx2jh3Br+Te0kpDYCYhYNXtZuZ5RIi6XBuhZYvFIky21bWMR6h359UIlsMozQ7IXAnmDoqO3y2DJg7KNrj0gCA04BqaEcviiq7+2hf0evB9kKmOjfzcTSkPweJMaEaiaj9PVMazEw1yGQylwqjamaEHg04JABzpRmiC6DZ9cQxcYoq/7zCKd09OrLWbeJea36TKlS/8uUXfvCDHxwe3SZW3cSMc5xlU9QmDGxqIDaDhKJygrMbzDFhMrPVauWqIxKyM3EmT5aPjhaD4OJyvcCKaDPQsFwmoiwiJeNszsyFiy4cX47H9XkKyrN6TxTSdpWTEUU/PpQ6PoK5OYmIJNXbhzfu38Xh6vlPf/TRYrEwTmbG1YPbslG6zTq/WBMebWW7/CAqxHK3ArQ/bGxhoxkivoWyDLBIipRT17RySwKGsSXEfo31Nv9q2/WhO/ZNUST1PmhR0jnMsLVpyzyE7UpuUcFCoO1y110FE3nBlhPp2kd2EvbabEKVhoSYT1QDkVPKpaorvpq4ohIp1E9XBrtn08xfod0iU+2d3T9CnOX2SaKZn3ZPWZa9JzJcGxLb8ubjifas7X5dWtwX2DLLCp1BzJ47X5eZum54pYJ7R5dY66xdP9WG6oGaqTg/3t4GRDSOo7urm8FHJyU5Xx0CeHp++uzDT/7R218ex9Gmy9tHi6sbN87OzhYkDs4OAomzuycCG8MsRfKO2S2naESAKuWgJXPhtWaJzMyEWMDN7rHCR9oqB0EgJrfWn8FBoKRXwzDcoc2//5f/l1c/ev8P//iPD3n6V//qX91wTGoL5wxSndSsSMvSKaHaHGQVheYhW4BawlVRa1S+HYsp3zm6sUh669Yd/8u/2mw2P/n5J5yW5yI3Xn4ZMrTTWEcoAIUNQaWV4tA2m3uhTqzPUui5gO1NvLcNULdZsKBtn7vZji+eRuCS+0CVkztsGwLiFd7aDK8YFNUiobavmTkKEOuuc1wnCedtWgPkGo4hk1oQ55Z5rsaHY87k7BpG9bu6mXFvJbTVvJ4/lVLqZ4OoUkQZFwVrFjQfvXAoWQbPQaeB7oAQEaBEUDJnN7NC3MiRhCktEtAVVKUKjYfDCq3v/Ajx10baTESorc+IyLvSmaovLKVkUy5mEbNnISJQCBYv39VdImKmZjmYX2MFybqqkPpoVOJYyJ6d3IKkBQRhzZmY4lOYN95sxTZrr/ZQNQACEZYgpAFX9DyVvDMzw+AgESHHNE0eTCamIqKF37QWj4IMoqrMEvsn7h9PzFQZtxdCAFxnV5uEg43UyAWCKog1u4hEcK1av8GEl+qxSczxxXPuqZLEcjm64BCUxG5uzaJo05rNAVIipMHZc93owqV9cnyRd0RKzOyiDmVQxAJBEGJmUqf+bDfWb/c5YUQ198fMZkqEF+4vz16+vX60yNOp5IVZQIxBPBGTFOsE9QHLcqrZXF5LYKZpM2IYmDEp1oKsuhqNB/MVEehiVBOjk4tbt2S1MtdMbAFnDCnjKErXo0mjh0CMilSl7UY9bQJ3ZIp0P8c2F7jl6eH9W7/61eNvf/2Nzz777LPjkQeegNmm7NjjmFzVQKQ29Tf34gsG8eO80YNXcsfG6g9Yu0nA+zr5VU8IEzGb5eaSWT3wVbJ7uFRRilZZi3DttT+SZltY5QKkwhRQjHtmlmuc44DjzMKChMP/AUXjat5hCANKJrq/USlwDMFaOlOTU0v+7Tr0XCCtKAaxahuX1xpVvu7ZZ4uZusZQ5Yeo5LomxtnWkYpvGoybc+iFqvPB2+wAQTf/ebnm+XGi+2J9ZyhjXOfWA1vaq36XoSiwqEayaqzPXkEhbCrbM56oiJpuZgC4ByPmdrcSr+ndpng6g48AmqYp58xm7p7VAV7LgohO0wGAX/zi3TfeeAM+OvDqS8998MH6ckPBMxAaw8wp4CTU3bRAVONEl9pQL3+quyWqNAAAwtSWjAjutbrfHO7syu7hbAe7LLuz8ZLHdEDv/MV3nv7sF7/1T/7BH//eH/34O/9+csubCyZzlkxh7Fqu0OF5TrbmqGpFohaoFmGYEvNN81dv3T5cnL/82sOPPn6UUlKhK53uf+3Nx6IW3Tdrh4nuK5go+ipQv4cC8l/sveviVSEJ2yYhj5jNrFa5lghsLy7KG4TR9/muzwuU1thERAXnh7Z/mtpy950TX00W6r+9lzxtYmN13IsN51300rpSvN5XYYCICpkOqbtVdmVr4Yz9c+01H6URaGmOZe8ZuggnrWb3jqhs9taOWUzbcpKIculIW9WBRcLR4eKu+71zol1heWSuHQW4FuaUVuMFL14OAkDGbk5OcFCKoTpg7MLOgETHBGHJHXtfuFtGATQK/giK73L3UWfkTzhX2DkCFPTariBmiSIly1MLCTmxwzmVkx4cJm2q+/hcEcwSpY5l3YnI3ZilydIGM9iJxXRzzsxshR533mzssvPmJBAGU1QzuboqoXTfA7jxCJhZYZ4nM/eBEiWZpokISURVo2d8zF74BUJFEQ7D4Bq7kIjgBHW4be3ItqcjFlrNuMTMoOjYq2YGAgtTqcTplEGDedUNGu2NwXtZiZqGc3ewm+eI8JX2ecJOFCXQNzT/ztfffLz+5MbB/R/86ozBmOrug1j0pvQ5LbW96Vk1J4KrleQbE3PKnonoyownI3ZmusTkKSXD6fnaQQcHCw4BGnsg1AN7lVAz3iiELBC73XlLPMJrTpxI4JDa76Ft2biWg7368nNXa75388Xlh8eqenal4ziqlRUvW7B8L9yLgdBOQPjZui2Cw/zSnPvdiT6uVkVep5gjhrIVidkK7VxLLxdE3PFQlanZzNy3ROqOfO+nqHj28RVVpRGRe62zb7guasXKuxcXdCmXYnuuVvj2w7a1m2fpcy4qcZqSsoSDXagmdOsbvBPrRZSLCEoH3t0R0l4WvpDllkpqCUGGbpnioTtL1VAI0jAMi5xzc/N2VqogjLtGwExbq9lNS3hfHQ2sZaeuKgfooobFN0PNGDRvLf6aqAbGHK3iu29aWGnvoDOp0/UuwjwJxu3olVkoqpHdyBSmiOKvEUSg0+EQwCenZzc3fH9I7oRx89ydm588OlPz2kRbjMCCqqQrnKjkGYMBidvrKBvJU0o5b1Fy9nZMm5CI53m3yrGaYDOdMG3Y/dYyYXP8J//y//Xaa689eHB/GOTpZ1fMg66dBBNNCiRzNKbDPo26vXOrCxRwKGbPm8urLzy8d0SbF158Xm2azJ8+eXpORxfM8tKDY+GiuWM+uTC0xQasLuR29A7737h3umn3T20DEO06NujESzMTpVYY9+cU83kEgFa31IuUdrr7Mfd32I1wE1WhWh1m95rXbn6Fe7c5W7io3b+xKMBBidvdqjLaGt7OExWIczzOHhEMIZU46vYMCFpnxTAv5vvvCNgY27QNKDIzLhyBpZ0hChRkyxzvJ9C65FV9hcOpBhCnsoBAeuViHraHwVN5nQHiUtxHLdQarquVphDF6wZKKT4n8b3IhdcT4a4OL8Z9FC8K71bUEZEENW8BiogM9YeCTSxLU8UaEWBMEIiFLAg0tkUuids8M1BIs2MPVUQB5aw1m+xMFEzGkTNJBRRfbIBCfUxErhbNSwlwNbjPiQb3iLWkgVV1zEZUYFUlgQgXkQDvTKowd+KOY49QU7dDEs1ZathWTQvTm8XCh4XIrg5pGCY4IRp7hEIqbZ3iuFTj2Vty0J262E/vdgBQs2D7igfjaMXGREQHQM7jW1988J3vfOfe/Qenp6dqtXaPYMWj4kY7ZMReWXYC7WfqBKhOOedg4kniijwKeJyWJBBMbDROi4FdlM5AQFqRiDBlAMHHEZueO2nSLfl8OqhylMQPZrOPFWIhTIeSUCMGfAk2GVRomqbn791U1duTX15enpxdukMzIrdqZgZmGCAERGKvyYbZ7ELf6HD2X3u7p1oShALPiuMcfa7gzqqKqgz6kHh7tG0hS8BccttMjf6ySvfQC5QdSS1VTQpLNQW8in2rz1Kmekd0tq8G0IiKdq5C3NPNQC9ed6Tt7me9rGyc2Egzdh/Zmm0AORrTbVeo/Cfuz8WObxPXwlohFObodcng0RYOun/8ZkATeRN8VLMz/Wq2OwT8xgvpTLlEJMet9mhva5qb/DoCZ+ueun866xRn0damwIxAd3fUJlTXWufBahaI+Oa1F1HjXkv1hYnPVkt3P18c/eLpmfPVgwcPmM4Pl/LWV77461//+vJ8PQwDM0AYmJjJSNydGURRIeTOZOZpO7ji7kQgIhGyUqmHOnjyAqjw6A/ensithpLLUEHmnLOZsY3MfCR8/ukHdGtYLYebd29dXFzQZsOMAcIOi8LY6uYQtmayruC8mWOnrTS/+OC520dptSB2JOLzC7ta0/GCHn75Kx8drSYzJ/HaLqyQFtUDjk5WUFGAaJPQbSo0aeM1y9H/CUDwzxGimXuj5yWzqTeRr0cFoETWgcowWij9Zxc3Blj9xV4yo1s1avunkoQrEdX+uUGWm9zKTBb1FNqKSURir9aZNxQenEb960QeoQEHcs5BXBq627QU83m41kaKWRL2h6IMu7RCnV80n4jBviuv9q3e+id3R/SuvMZLJ43+e2FoFW0NuCfMPmEvpfckrQe2e6Z9sHkXEcwEZAFFc2689wJqLGwB1mBOVJ1gIgoScknSkq1ciTKKJu22StO/7gQo1W4lYWH16iFOcewNUwIQjBzkSEkAZyphzBJdKarVAYhHj2aFA2pUovylzDQzmMEZRWLXmQwui1JAZKTmIqmi35AKOtvrryTRmyO8rVrlDiA6mqDG+UitwEJ7iVybKVBsTFV1QjbF7HCWY5NSxJAowjkpJYI38l6DAnA1FnHORHDNi5RQsj8JeyeqrGslpG6AMHdnJ1dDRCs93H+IcI8sDNkVXGjBorQgIdjDG8t//Ae/+9//9Se3Vv7eJ+N6vdZcRLxmpUa304k8s0JVoG4EdgMz5WxAPjgYcraJEia/gA4DUwIrrgTTpMiymS6WK9y+fVuGKR4AoGgn13t7WlqYIPzu2LTziXAAWzq+ZK6ifLWkz2Z5Fz0LBkkMUt3cPFrevnlERJeXl9M0nZ9duvsEH8eJQpvnAuKk2hnZ0VJmJXoqRGDWztTb/sH7kMm15ghTCkxCuApl77hX3Of1Vxi1CmtL04ROQFX6ng2d/Tej6AJNaDV0Hz120CWsUdUnOpXTrLF2HHZEYf+MOz/31m2cEi6ONwEzoLh7c9PumKel+3lnPs0nJsZeonlnPL0l2tsZ/YCJKEStYyb36oXj1lrsift9TdP9xXkPr9keZ18rM/OeLpjv1QZstbCjzdDWopRenN3JqlUa8yMjDKWQqoHTzeM45s3oWV3Nsga2I5BKa0lm9oyHi+wHp4+xWLx4uCDmyc6/8MZD+eTs6dOn7IPwvO7zvqojbNI7dmONYfYQ1RIfUvXf/Nbvffzxx5988F4IYwCJoIEGixAIcWgEDpI5zuzO5jBNuIJPY+blYjEtllG9enl5qVPmALqrUu1LPk9+6AuqwRCP8J6Qg4meW/BbLz88zKeHh8vLdX52cvHoWSaix0fp4YsvXClSWli0SS9aOlWTt7O/u+taUV9mrBf+oKDpuHZjEBKAyu0S4YhOblfTohyw7oA3yRbLEzT+pNFjYwa9oCIam4Ox5TY4AS3TUnKCRIRW2gvyOEFaWO7C2SIi33YU982sft46o7k7TXX/R+JvZ2b+E0dsbj3XEDh1MNdKue6z2O6NOgfw+qD7zhj6XwcWczPtk1fe/TM7A9swHjaz1sZ6vnlnp3IJ65tHyV2wNjLDgp93S+I1N3WZUs6RRSedA4RgvmbTllXuxDsRUYoOAsyD2JSDhxvVxGuBba/ZrfA/mYJce/dQtC8Nq4nDdjFjJqomIIiHYQiZFqZ/CkySeyJQiIXYoeGLUNCl1+lpx8AL71GfWDG4E0tg16LHcDaNlTYCkROYQAYlIoGEEvLq3oUEjOKdkmcqPjeY2VEqQ1miakJBQdFM1jF/tiaJoQ2iRY+ZAaZqKSUeOOcsIoay8/vzY0YAx7OzmYAOyZaJXn3h1t/8zQdHR8+P47rfqlE0V7bLzE9cbmtIahKpZc1O8HFyERmN3Oh8zMnAySGJJ8vmlGhgyaPn0/XR0och8QIAnLKZESoABQiTmmzeTDXfv3tF+jvixgpysG2XshJRzrbZTDQMYECS5oDN+cHB8u7d2194dbi8vDy/uDo+Pr66nBInHtzMpkwESNEkpBZwUNJCq+xgtCPvFT+1bQ9pp5u3IFzM7K0hnLt7p+BrqqHKPs41qxiGPtAKNgv0oT+Qe65tkfRFHZaAPfXSp8W2qdV07xlOZf8AAKToRuvvQNtxpv5qorb72sgnz3feWdNxvaEby511pK6CoQaetcz+/Lyz1CaOdKH0f23HobcC+8/WABJohvRxzfO3X3cFeu2aME9LPXTbucjtYGF7umtjMCXaJzXOR1uTWUL4VSDsP8v8IgEo5KDI0fY+IwxrKbLOg9nfnAAPDiJ3d49a3TJOpuymbuZ2LESWb6c0Xly8cPfQzO4/eO7999+/d//G7TsHv/j5B6vVquH5MKfmiq8f7HTM7DQBIAvWZmzR9QKklFI6fnbuFrxJxKxmZbZ6ZRMtVJ0IIDLU5kYEHd0zY3Cz4SANB4eqfnV1lVicAtELIzbVduhQ0ppb3WyjHmwJwPDFh/f89Nm9V5/fbDaZ0uV0db4cxnE8/NqXTu4eai2zd/ftdmRUYojbC9QvXHyjd7E07wyRoFxoG6ClzPrAoebggdplskTXPrQIsD1PtURiMIM9aY7mUJ8yrgjv8qdo5r73jTOX7fwpB7o8hkG8FPuXCJPX6Pu+vdWeMWIo3GfgiVQ1YloJcz1smbdCPrwbuS+xf1kAMM1ll3rlVKaI/ko0xjUrnZB4K8S1m1Hph4rOvAbUzYFERNBMVYKFMVLWveh0IqLIxVV3bHbX6/xQ0yyhlmJpp2kCKhVAJwmDkH+sAYuiTbxAqpyceV4sd49qKS3eOREzrNlHFN/e+gWjtoAKrRTGPqfAcngf1gWQc04pFY1Y6M2dpJHYS2QiUWxCO1gsmqis8TIDnI3dHew25ZgjZmJHCZUV+9fZzZSMGiMxQb1YCFtZhJpKi9CH13RDIx/ez63EomLW1wY4ORhuMDNTXhCRuTmYWFBHVW5WKY5FJNADqhMRQTDZlIhExLPuHKFeHLTd3FIetId7q3i+iICyyHCgWOfp62994fzZo++/uzk8GK6s7EGKSA9Fl1NzcP+8VLjUHQYhMlUwX05Tck9ImWxKLEa8yRNpzp4SNE+DIiXeeJ4mErEbS10ul8NiACCUI0gfWXbsXvHVM1t6kQiVcil2o5oCZOaAOnwz8enp5v33jlerVbrhIknYKUlQQy8HSWkhsDs3b9y5efjyw3sppadPnz5+dnp6erqihbtlcwBKaXJzIsDJycyUEeFtZlK3EteN7WEWPP47UmAW65TgoI7waSsVSwaiVlBiZoFsY2JyoFBWAoAX6N1sSvosyVswZbZy4m4NGLNz9W8Lt6jBKXrrsFcw7YP1m665YZ91pdZ2hgit1IZCeVi7g7unlGpp8f5It64doFJ7sY2Kyp9o/22fd8NuObYCAzZXRDEzNSB/W9meBalUN5uHXuGaT+hNvXqC9mGCCVvqFu395tXy2xv59pbj6oZsvd4bgkUVVahI2yHJYeMUxCUUzGGR5oY6PFIfpwMBeDKsrtLynafHDx48eHh49NbXv/E3P/zxarX65m/95o9//GPiVCuT6pRex0MU/6OyDaLKrRbokBH740ePIq0BAAoutPNFsTUTiituIUgaQ8YbFO7IMM2cHMAipefu3Tu7uLi6ulp6mkIRe3SJoKEyOKJ6JMROwZ2Z0i29un///p1Vcvcpb9LAv/zosap+lA6fe+EhPbj/DIUd05oj2M4mV3u34nrLIyM7rChLGqqJjPA0W6quVaHWGH9YYN7hQPahCL2X0oVandreqDF7au/s1XMBoszJ1nnfFYlLYZ2UvhfkBkcrBSuth2NBUe2LAk8rboy7e/DJlzMSz1jMboC8lEd0JVnly52ZIdWaLNWpRR4mYlV1pp1IuRQQEbyRErealVBpNUBTjLleBpYSgbBjCqCo5me8IIPKrtyK3wMVNVgXiIhYnMgoZ2rfUgorE0qKY7dCv5PG1CRPWyyvzkBxhjuNEP/2uZQZFwGgBP5n06Ik0+MVF1cjkqj1dHemVBpLu7O4B9ldCbQXtyHyqBFgROhEquLPc+WO9qwaFVp1ligErIgQXFUVanGY4yyUrC9F5ztyotahzjOck4JSSppjEBkMU4vEgJdIL2mJlDAzW9bmgpczGRUYtBsSaKeauLlMMZUIN4nqcYptXTwMWGkUWDocoKbwEkCAAlywaPB64EvzidJFw0uWs61lUDRGh7SInaAEj+YdE7ngXqzHuRP4wWLY5KtvvvXGR89+eXx8gcXhNGXX2D39fisQ1EhVzPeJfgDEk7ltMjb58PDQXJ3Y4Gdru8ojrVgyXHwz6upgkQ0bBhFtLvXggFYLX61WJEhJUtRaBuMKUPJ0FbcZeZd+WDEz2bTNRsCNNrrIOT893ZyfTyLL9ToTNkdHR8QS/ZvX6/V6zWlxeOsoDZyUNkTEgvt3bz5371ZK6fjZyWazOX16eXx8fKEj6+TDMsSbwgL+KQS3zMTmnkNU1cNXeEbQmf9N6Rb25niicgp2UufV7JspLnd0P/ZEM1B6mnmtyN4xjps12N0jnLP43l3zlDDfYQdJJiKGAnV1AlXAu7ujRhALE40X/5uYaS89jxodjKLlWF7AVLUQcXSBHHRzGEgXo+sF4pZVRwqinWa0/RzuvxiCO27TbNbZTpo/EmFv7dy/eRqbOoxvsUrc17dGqI/DACP6pVfp0uZpPw/Vv9IbcNvjjzEQQGSZAK+0c0TkVsH73a1KsBAu7uM4kjvM4ErVklCfDdwNK4AnvHi60eXl+uJguvz1u2+//fZXf+ebP/rRj1Ki3/m7v/+zH/18s9lQoJ08A4CIu+tWr2TantKIu9TwLwhA1ktvBgqxB306AQEqKuRn893YGY7o3gM2LiV0Hh08k5o4dLWynHn0YOzN8AnUjKrePiaCiByo3j46fGGtDw8Pj27IMAzm/vjx4wtaKeHdgV786pfXKXI1WoGg1WuL0zGvD6npzA1eEVpEFHu1vMvnSNj+Li2kYFu4OnZHkEQKL+qLNWQVpP3IqFKCSEokzQOl4qjMWETkHDCxCAf1jkTkC6VZR/K3hbiujV5rxM8KXam4w9gauJmqWcwVVLMrHnsFTUSYQVCIM0KmKFSLzF6EQDmSKOkVjT5iFK0+uBbPhiytHabKfABIMT8ejdomKrDlwrUbBV4opRsDir2EXuDGAAoljbKIOIdShte5SkOKjgb9TIYl0ObY3QjRFmhr4qnmKDj4H4CcCzY6kt1zfqAqVgLMnUHWLZlGZC7iXeW55kPKEZQhwF0g7bvgSgBh7ltddiDCN+bYV0RubqoqMvQ2KIBokuYVYB2OhJmmlIigpkYWQYMY22I5mJmOMyljgnOSheYN1TbkREwg9WCsK3uZiMCk8EXH0U9C7tpvM8tKQBwz5hTP6b6V567sbfMyJCoYAzPr4zp1hdxrbENkoJq+TDVHDqA0w2Op0cUi3sL3KqDOYLwIo7wR9TVV5yxcigFrSqWwATFzsulA8E//4be///3vn21u/fznPzdjQInEzJhSYNrmo8vshpaEbc+eg3FwUiFxVRAZYZr0TKflcolBU0rIIo5o/n2heWV2tFmMT57evXdwcLC4uRAzSzVP30xzlJSQAfACJy++CKJRGCIihcmGcRofndrFxdXkaTOBnAxMU7aLy8OjlFIahuHw8PDi5PjkyacvH7w0gJmJmRW2GCRSnw/u3Fqv168892CzeWF032w273/y6WazITKATs/GzWaTJAhTksFGJRGZKmOwmSFQGrOP6BExKuU1cbRi7J9zlY2zJ/r3jT9gVyu474OXr4WXfe7Vxtn+x9XgmD3XaJ5R6BKKUN46wzuo59i5CBeIa1Jjq4xAHU4c/EOpe9C5gLe9GOnaIN/vyw5qssMrCQRVD/jagfUDrjauhh1MW+ASu24OtxLczAVT0d+8t9IScdnH87Vrtu4snNeaj/ri376OtU7Q97eKmdG1fwAcOUwr1Yksk6uV1FtwR+YWUYuVOmc30w8nf/zJkzdX05rp3o2Db/zOb//0r381nZ++9oU3Hj16dPL008Viwc79BlZVq2kToDRup8ibooBMAUTXm4gsssw6PjDQ2/HUajvWZ4k7CwQGD/trzMScBA4fhIVwcPvGkydPFkhUkV/bph4x88AQlhvj+jbszddfW61Wg6yZ+WK8vBqv3t+Yqr7xP/7HT1IypJ2qphJP4i0DHSXcpSVYgWaIlKvEpynowDpPrHhlgr3D3jZz75xQ9cmbcYnIPARvcJVHBrhzDUOUolEuDK/sJR9E0gWo6nnfCjJde+rL8w4p58wlMQqg1IaXXRdsapG2A5k721wfUPluIzjIzJw7w0VVRSS0iRXYjFb1SNQ5qwNLzhlF1MQkZ7gzBmbWygkVz+4lClvNdCcCBT9w873nrWKRzSQOsuW9sFzD7qMrQ4zovlNyeE2XlkYw7lbzNlpHMlsUDd4T+8DIGA5JtSWZUGe+NxwnEbEhaoys1juaQYSJBhFweGJM7r5MSVUnn5o10tmaHn3JhoC3ddB7Csc+9lWzXhxuBneqfWeIQGbLIQVUKbon03Y6gyhsRG8oI9ou7EPJ7M2BSSIX4URRnwIFSDxCf4HQQHGuImte9LGTJABQY0YSUrVsWtES7lSA50TkWdmRyYdhSFxw91r5w6xw1hNX4R47r9i5JSvvQGGR9QqaBkgoqapTaRqjqggPtWYvsTUv80lrxit5rxK8fvWu8wog6vQXNjqmaTx97ka6ODs75MmXN6dpGo1bSLxXWsUUU0QGtaUVBDBz1WkcDcTMnNng2BhlzxIVM3nyaYyzm3M+ny6e+XqxWJx8en54aEdpWi6Xh+KLxYKIFosFKJsZu4mI2hqohiabWZGlwQw0KU/TdDymi4vN8cbVl5tpmhQJ5MSUPeskbLTipSAdrI7ozvn5+ccff/rKK69wsiScdWRmqh756mAgy8MCK0k4TPfuv5Fz3qyzxTebbSZ/8uTJ5dVGZLicbL1eLwPZYDBYZMWMB1WzwldN7s6UqkD0yB2JGXemkrtXtjIQKJKBpctiPL9FueVsWrWd4F46SBAkwm+xY913glyx6+JnK5H3/s87JcNBsrAlzoo66SAE4Qheb45U+RtxGiLm0h06voIMREakcHUiGdwcREogkHRbuw2vnnzApWWImKW4ckRgJaJCeFsSSeiOgNUgLLb8s+15aOKm2YuBNb7OmOaydLNZVvJZ1Aql60Qki0WJ2QeqOWt7urx62HOK/9rpbStlXfO3XlwEsCm2F7ZFgXcRXHcfr9ZQiy4mVbdpX4QUu9bMrsic/SzJuenh5cWzjx+9eecOya+/9q3fyTn/6D9+L906/PJzb7733nte0OAUe9sLUR8zJzerKWPMa8RlbRROdRhtCm2KUqprYt7xKaruvXYI5jBfhRigpeD+rZsvf/HNd95555NPTyxrZMNQ0YQhApLQXZGU0hfvvvjVr371VsKzZ8/U6fj49NTGk8v1x4e3Hz58+FRSkhTZhm2L0yKeRF2gi5m9IGu33A8iCssgFilI9YeUWkBUtvZGxGkqRAKktCXbY5duiYXmrXXiovkzTfjEz0asJTbYiLLjr6X621FCWKVtZYdNjC6V1vJeMuc3u/1WfJjZNEQCSpQo7u+1M5i7ExIcQA6tCoewuHvm4tW5F+LcttvbzxqT2TJyBC7MEPG7misKVVZMiwSXRfX9yr9B913nvz0U0FcQOkdVZwygx59FnSwoeOli9VmEVOPbzYnBNKmBuGQUvWVMqZGy9fVz2BYX1OVzSs+3GKtDQFafgqnS77OjxtRDErsDHfvbMAxeQvKBCeQA25TUjSNPRkTElfqXAwVAYcMlYg+wjm9tzjJUnZiH8BqiEjMmTdEWghIYLFBD7WVVHAZvNekQ8ShRJ/IEyg4TcaCgQyx44LzbhaElKQEFeG7uILKKJbi6uhoOVzXzVSQSMZuV/n1jDTsT4CjGnLvLcqGqDRhA5OTGxEYOVAb8MIzUg90WcObEYBaoKnpDjeb5KkZ6FILU6nlTdaPmz8UZDrxqDywoRyISf1w8zsVCjib95ptvDIvzi+NPBIdnZ2c5KvZjpGpuBp43cdDTmFtr5xz0kpNqNjMiGYYQGWvzRDhXF9hy48zMyEQUDXmN0sJ8MawuzsZTIZG8hF9dnb3ywnPAyGIppYNVSpyoxCcyOXmNe8UzjuO4cZkmO93QqItJdZoKT06mkFyumtPG0rA8YCMiPlhkXawvp0effPbqK7dtdMDylMkxDMPgxMxKkCTFbGIy+GqZAJAyM19uxvu3Xw3LdTNlAKcXm6urq5s3b6/X62fnF+7+9PRisVhk0NXV1TS6uclAKaWry9Hdg8NIk6PieAA4POuEGhzK7mTEzKBa4hYbLZyiOEexuGREEYyxSDAGD1wk4svNiZu+3zHyennRi5LmnPg2ZnTnao4vzR2Ed4ORlUI5zkuEQ8I8jS+KLjqacyYX7r63v0mP3GpDqq//p64Kuy6dN9vzbgvNCG84YCWagi5TO7c+a1lXB8Ln8XropA6tqMx+9LQ3e1JrldBx7pe8eQcf/Lyn6/XotX/yyobVv94evPy1dpHKOaessOhBWBn+4tw5yEtCMCN7tCp3PxEnwsqGQeng+OLMHk/5R9/84z/+1n/1tU/+8i8//P73H772Ssr5gw8+CArxgVbuI3wDsJFBeKYcr2Mrc2ZbwU5VjbhCE27FYeqnl8LIdu8A9fF5cpC5qjHzQAzhzz77bBxHCn6LgK6XkgUGcOCcjA5Uj4bVH/69by0PDk7ffwTX47OrcbQP1tn5kL705dUXvjAxQ4SiHaWRAftez5b7tB327s2UeTe6EDiaUhaZH94tq8HgAgJVCiEm9tlkL3KjrF2PBgnSkC3aI+xsjBI5ssIktbNn6mnozaPmRDQjco78+bygkYIsnItFPhTDzpl5J47Vj42I3JoBhPotbKZRQKbq7WGo4Z6ZK2qW4FBnkkXYu1FZUNOahT6mLkWk9YpV3Nyl9nDhkm2f6AQv+YS2ji3GLzLE84PDUkWK1oBWBfesUsmqlk8pEdE0TeF+eOfuei0NbKeAiAJgF2bZfpK3fCry2CUEUGBs7Z5xnzTIOI7ReFa0gI8AMiYAKWykrAT0PIXqJfBJEbGr8QIh7mJ+XRi+RxLTQIToCR11CwFADPtkgjtBnMNOrj0VWeFCzG4NlRIWUQorO0IEYZTPBCp1a8aeLCW31ZkhoknzMAzZpgDPUTTcrRHaRHA3ccBUHY2VR2vpLtUIZz/78aipIuoAWEF8enR4LMfAXbUHyToRs4iqErmZOYetZnMIpm4LBGQSW1zhW1cQBXUw9oGFzGkA+fj6K8+dPHnuxx9sbh8MG0l5s+EgavHi4HjDI3IhuEdz/8yrQwAll2lYEauqQBJoGpESOxlzHFw38qxmrubTVCghmIgWJGaUP1sXQ9bWq4NERIPQYrFIlM2KKjpYLmIru6/W6mbDJttm0pxtmjRCFMRkau6mbusNSdIDYRFhjMMwyFE6uTy/ebo8Ojrigd19PL88XT+7dXB4cHCAITEzDRKOd7NjiImZbqaFe6DoOaWFmS2Xg/uRmd25efP+vVvuLssVgItxnKaJ08JqsRiRTNOkhvV6raqr1crdLy8v1+v1rVu31us1gGz29OlTgJfLxdW4YeaTi03OGU4iYhOSSMTKY+NQbVeiZh7NrAAUUv9ivrhrDcKFn1PPXo2ptF1T6x1K0RJQuAR75NC+FVIFUKfCaf6vnHkqvCwRg3RCaf5cmhhBVRMNNcZ57VVibPsMCPM7im5Qqrkn9MzsTI5CsrP/FNc8F4AKrmgK1SNuKmwRZqkCv32iaMHtW+3azdW7nZW0l39bA6KaKuqQlJGa2c4u7YT3+j/139ub9W1Doh7tyMDEr2zlpXhVazVruSHBgQwnwrM0CMsyT+9++olkOf1//D///r/4Xz78n/8vHn7xtX/3P/wPL576N77+W++++/5ms3n1za+u1+sPfvoTQk1cKgtJuMpaNmT0CcgtqBxjNpvVSRlDW6AWOahL2Gp1KRCKUXZN7G7OSCldbdaueUhkSlMl6HX3BBLio01+6f7Duyv7o//sP8NLh/rTn4756v0Pf52Xh9M0fXhwe7lc3nz77c9ypsVCiRIn9ejXQoVZfi8GWS+e09ldCLnGpWqt4R6G7/OOW7vD/AUdXQARRf11dAStyX4likeejb8dKzB4Z9H9tRRPwFoqjXkINddtaTOz4gBVdgKqzls8ulXWM4+MBEyJiYh9VmltJB2wZ9diMNra4Zhx8wAYmgGAthjmipFXTTzpprqGALn4adX84moPFXuxzXbUtlMw5touKXG/UR1Cc/cdIo7OGbGn2/CaabvjD/SHesd5qw8FVa1N5MxrKKesnrenK6Oy0lHJm7EXr/e0TYklUkPkGETcnTujtjxjqeHVZnoWmexgZomigkJGTUQccpsKNjp54RQOF8KG1UHO2WAiQmY5Z0oLR/E9iCJ7Y6gVuxEg4BLIg7sXgy9JyjmiTiXdSTU6WiNYlmHRvNzMQsnFDDLzYrEoiGaWeW1KX/mIrllUdrBQ1tYEoktpEy0Wi5xzsEIzJRAU5ZAzc83Ik7u7giGFEBCzO8vho4KZmXxm1/KAXMCIiv+KytYUndAa7Xv0tAjcQxtYmDIMGhYJwPry/O/85lsX+t6jR48kJyZXMXUL14BKtXLduiVO3oqeC4k+ADEfx8xFBJNOkxAMfOVg9iFY+J3NaTRfryfR8lxENBIBuDy9iJAyM2PjAFiQkg5CzOKuKaV7hpQG4ayqBlZHdmTnSX3MiMC4GbI6w9VtbXb+9DFNt46OjlYDOQ0ueXXj6Gw9bgx3byYmmaaTy8tLVzXCYbpBNINjmxhlRtSqo+sCQjWRFJHXsA4nn1T1IKWDtDQzHiQ2RnZdCpnx7cObETcVEb9zWEWnmVlKCV98KZzF9ZTdXRaHAM5OL0Tk5NnJ8fHxk5OLq6srSQdEZCAmzm7EyAZXQ5pFUhENKLxH1NBCley0PgWqBx9ObpVSDb1XiC2JeQtyi079gGa4qlqgaiTULRA6mazkBsSocLHNQpwLF5TAAOq9/6rzwvr5T1Eu71zuToHdhjkcnkQkzmMhC9jDnvfP1evFnWvOa4cR2d2j6JJ5+J8bXMEcLLlmDNxlVOOKcEFThM3Rqnfw/fvESBzIke+rtHwAInkEm6A2TVO7p6v2PUzcS93Y/IYwoYCNkzh/qizp4NePP80ff3T6v/3f/dP//D/H3/u9v//Vr332L//lT372s5fv3x/H8fjk008++YQIVDGaXvADQHfE9iecrmNTKwMDbH4/M88EL0TE5kQcutosUERO5swu5IOwCR86svnobmbDuEkpvXjrzm988bUvfetLuDh59id/aWaPPjleHhy9P6Vs9NmDl994443HYBqWhZDLIFLdgF3CxVZLB4DDPytJwzJKoHWY7Z8rGloHhKBtBmbrG0VvT1H7t5/D2JnlNF8XAequMKnnkF6w3AagqI8XVp9HqdZObq1IeVuYWaXitf/eHXO2mCNEChfsHoR4T3YjgDiqCqhxtPYmIGrRVQNCsFvkMc1aBG2+Z3RjLt1BSj4hxtzNSJlCct4OoHVXVBnPl1rLZbevG2rtIazm68LnrHYYALNcJCiRlBBP/dSeWT8fQ6aQmY5aZ9IM/dmwriP13WPVbhWGshSYGYioFMibmyp1eZuwnSQR4LyHKg7lImnlTsjB4EmmcGYwuU0xqIhkmSlYSBhsJNA8CYHYU8T+CMVMjJUyZ2YRYW5SKB5QASQyZbfJ1Akpkt8lYx1mX1KoU5BeWGnWC6pdH8QMIpJSuozgKnnTjlapK6LNvJkRhXUcTcm3wgZmljcjM7uzKzSDkCQkNhecZg1rEzwSl7GJCSAhF+I8xjTN449QakRxIy+h4V1x+VIzQ6mijXbds1aovnL5IaWC1bu14nHc/JO//7t//ud//ujHx4eDnGUiiFIApUFMvkWvYNVmLRgsK7glnzTzBswsi8TEnsFMG4+GHxAhADkjA+6kY2Yu7dKlIGZpsxnjJJg4EYkPeX25WCyGYRBzybZgP5DFIQ2SBtXRgChxcmPNbq7MTFHn4iBn1cnMnp1d8uIguq8SE0AsomaX62m1WoFlUntw5+6wWERLGXYlL+31fMoiwimRWbgVkozI3BheGhP1B5JKzo6IqCCD3EvzHMJEDjeBcEphCMI1STJiZ6LiWjjclxE/zhtmvn2YhmE4SDdfeHDTaViv1x98+uz9998HFlTcKauUkl5NOu97aVYCZCc3ikzDln41uJPPErrXYYm4Mbyjo335nEJYoJPdW1rcGc6tRVacgviWnLMjiMStyzsTQNY5xHE1uOGuweStnRqVtS7CoxKSVXwtdYjgdtd5tNuBk/2n61CMfaTkmpICbIvX/Vmi6mp3fvzWk7YH3w8n9DOwo8e9XqgHvwftzWrDDMDV5lI9U9AChHIw7xFz7oWiOTbZYjlsNpvsULXsTqo3h6RMjz57/N/8H/7br33/O9/6F//iwT/7Lx789Kc/+e//7fG0ORBPh8P5eoTjZpQ0sTt7noypYM7rYhEzh7QpZkHHSxXoxhqp8XAC+7nqScjb5FC0ajciczIs0+CWydKgnp0W49VyufzNL766Wq0Wwvdupce//oW7j6MeHx9/9OTK3d85OHz44qu3f+Mbn2lE9DhSY9yl5tFF1zpX6nNNtPhhCMq3KDwKAuSK02JmcwWVQhAWR5hGO1uoxumJZjt9dlYt8m5drOu6i7t2LAAaW2+7djJX3cPUO/O8T0IvANieCreWCqtf225jUVxSO95GzIKZA9cb3kw0cCjbuBiLAACZ8bUFy+SzS9ZgEs2W2upGTQpAC4n01s5pZ6RfuK0MiXtjRow3SEfO1d+nD7jUHsFlOYoVJanWTcdylI4M8bt3awpU7sbuK2j25AHhqI6KGQdgpFxQPVGy6tIJnAr9Cok69w71rAi7TMRJ3R1uYOpj7eRmqsxD0BUDmEyzacFSRD42PBiOqZgJcbxuvMidkimVLG0E6ZTcCiTPSiq1HfDYEQLyrClQZQ41D6eIwDG57J1PzMwMDgwaUZSUFRxJRIKDYx1gKU1/iZPoVMSPoi9iNXewczBveY3hKcgcAy3MjIxFJPtUiAAcbh6l+Y2HRnUCYJ4BsHPDbLq17C1AjFr+xmAE7oPYq6xJKbk4O8MsEAJt21mH+oyAf9n6sCR0uX76zW988cePf/D06dMV3R3dgChMMVVtEIY+vFw5YAPkQJpB8FFIQLqxxSJxSmrsruwghpp7mFBE7qUAMmCJlbbH3T0aiAaZthOr25hVHYlFCOeXmROtkA8PD5Oli3zhZm6UfXI2z66qEl0z3AU0ObnTWu3jJ09fuLNcrVYsSClFV+j1ZBfrUx990iQiIsKcALI8nZ+e5c+enp6eGuHll1/Otw5FxJWZ2TPB2WwM7cjMhpYHs437OI6S5eLi4ubhkYjIQtz9ato8fvz49Ozq5s2brlitVg9feCDExNEnByCqpWIhgMqiC5NTgvkiCQB1u3G4+OLrL7391uv/4S+/e35+DhxSrVmTcidpoPuSWq3+Yi+Fd0yWKlp9NkQ89hwxyGyO9Vb17E3IdjLRhdjcoiyDQXAt/RWK3TgbQE5Rp1ZQp+7eKHDbCLFXuLBnq6Ed6m4YAt+KQ/Qaq6Lu+Noc3NacdMPon7E9eFUhRTOZQQptUzGZqJY3fs5o5/BJ8Q1qpQjVpERr4ejdtfNE/ev99fmvsLtlo81UwObuVqrbAhgUuQY4bd+AiAhShFLYOe4f54mZby1kXMh//LP/cPrs+Fu/+4e3vvWtt//5P8eTJ+9/7zvjxx+/+pXnjo+Pn/zsZyAkH0PZtQehLpjXCo9QZVQYB0FJWGo5C/Ag4tlxBmNsZFb4PupuI3cngxiSASRK2QkLU3W7tcSLL967PxDZqMNisz7fUH727NnF5Xh+fv6JHI3jeP7qSzdffPFUlBKlKPHyuaBif2mpXjuT/7cYgpEApBqSI7DNjMelF4gD5Yy0eYk2ZeI7YZy9L9o6CBQzv4+77fek0ZZwuCZKVJHxW64IVcroUicwl0kRlU4/sV2jxGrRoY1mAeUsziy076j0DlgRGg1QG3cwnT/SD3jrEUi9MK2WmS8/x/RTVJstyteY9aVpOyvLEXhp31IJUACqvdRd4LDgZyjALZpdNVLV6MkbTeqKwVo6rCJFS4xt9698vHiWW2YogMKuU0JF5f3NdzJYv2tp9qxKUysAIhwkHCJk1VJErZKOwYRjxqWZXu36SlEgE1PgHHusdhiPAxsaEzW+6CxGtEwSpE7U5GVBfsfoZpCASJk0IiROM/9ca+5r5holxwqJQBPiDcE7QERdx0k1d+fCQhlpbHZ3LUer6shAJs2oESeqyKeyscwdYcaxDFYLRIRlR0fGOIu1W+p/WbOXjCycmSede9HW5RGASJiYpWKb3J0iFFk4JlwkTVMHe9JaK+CgmdzSBzVW+5/8g2//m3/zb075zpMnT07WZmYoeNa57LedgX2tY2YZrKbM5JSXLDlnSW7mrEIGzy0eG2kdcQpyIKscAcVp16jUyyHWzcwy5ZTSwcAXV+tDsEYfOAjZSOYRjStRTPRlOuauk/mYp9NLGA+HSzMzJxuGgWGbccybTdjc7Vlcp/PT482jT4hoWAy30mIzDAAIQ9wyT9N6c7ler8XzrVu3kAaYmXnO+fjy6pe//OUdueHut774JXKYZyIaFnL/ubs3bt58/PjxeKHHT55+/MH7R0dHb//GV+CljlK67ibuDnehqINqpgNArqoJli83v/m1r7z77rvvfXLpAFOURHweOm22mZp02NEH7Qi017e84S3ItqMal58X52OQByV/UxvmcEMqvVbNcqLEBKilegCjI6dtnaNubMT166hwxMaPJWlcnZnr1O3ehKBCs2O2Z30QzimIbNfL3zLRdmYjAhht3ohQjZJ5tj9vSO3aEehaeUr7Yfwn7tNwSzuqrj1kPEUc+eaitPe7e6k3jDJddzNL6HVJGdU8VHIzuwQsTz+7OpNz+Yoc/PCX737wzqOv/ejHb3/zNw6/8pVX/6f/9OWf/YwfvoZh+LP/zX99cHBw8vjR6dnZkMdhGMRzUZMOcrhaKXDeouyfa5aLfoIzk9Tuw5HZmCNVXnyc2TAi0pzZaEksJL5Y3Rx0tVq9+eLd8/PzYVgAWAvruPno5NjMPh51hPzC6ctf+8btr751PI4WfWBrsUFIp6D/7U+TX4cQ1YI+10jq7Nh7Owtqn1+v067ZUIagKuryp1ptalTrMcsZDPMuGDoYXoh/+x3Slbb3J6LptVa64e6dOmgcEe5E3ARFlKW3tmx7+5YBcmSQEbNtB7DJleBe89pemVlj/DkHYL/1WItCB8AhIF4sxnFEZ+WgOz6tdHer8XRdiH5RrsMScGfhF2OXarytJmFrPoHZrOtbE8aUo6K8GKURIoCKliYwc1bjrtI55xpBDC9XDUCiZG5Wux11o+V4xhagn23outald1l0C6OCpHeHeWbmKDEREEtSVTIfWKbC11SWtX+iaBXfuwfsRvAcO6R8e7wOKpwpNc7q7u7BYsjuAwtKxFRpHr8GcYgDWxyWAIBU5RcTlWLpCGqVku+htN4jIiEy80BRCFmIQQ0Dp5iSSJRgSERZsxfzf045WZ4Bj1xjo2bmYfmF4YKgjJ+YudILuQiFfSKSGhVCzmFdE5yt4CdABLg1FGqVJkxEWlpvsVlN99TWyaip20g9iBDQWLlDLGYiCqi/iJDjMKXR7A5Nf+crb3zvQx2PdeLFRDA2VQ20tpeYdudJbDkWJbDs7oBN02Rmy+XSa5fA+GvZfwBHriX6bscrTO5QNjMEyNSmCOFa+/jGyVzPdDw7X9+5fbTZTE1juXscBqM+AsQAZ89mdnJBFxt96d6SDxbOSkRMPAzDRs9S4sQixIU7HrSQZIlyzuuzTXJkCIAcBJsUbsky6+b45PFmWj///POJyURY5MCXL7zw/LMPn4nIJ48evfXWWxtbE1FKskxycGD37t10W/7Zn/1ZclLV93/97uuvv96siN7kIiIGc5EGJZQqDmbJbiJMZi/cu/3Oh09FBFhaR8E1W0u14RWVAvity+ds2q70R8tdFgehiPr2nt4s85q5aB/sx9AwMaGgaFvjxa5mSu5urGG07bwBnVzuVhZEe0/ERdV1ZqKGAwRyFpR0fHdRpEC6SWjfpS1z1N68FRcMJB+KQ0il70LElqyml0HEvmv2FTb1z4X5z5Dq/lMRmduJxADw2jvB3efg7mz5zUyWIXDi1Kh6zkZmqpqiR0joGNNmDcSbqTcp4jtCAbiZ2eQ2TdNko5D89OT83r17K5Lv/s0P3/vw1y9//69+43d/d/XgAdaXWN7+4m9/4yc/+ckf/bP/EkdH3/m//TfHx8ebi2cAFuZMhbIKETfdUrehToqIVbUSXY6qQyqIt8iWBAipDT4adbCG8aoAnjtYmNmdYXXjxo2U/ZCHLGZmo+OTRx+erQ6nKX8A37jd+J1vnBweHttVWqXQlFo4GSL5xU6oXAu7Z6fMfIkFxkZI8LIbt45AjUYz85RVZDCbYqsVg666EI5sZkxdWi1yqVulNQXpViyhekaq9mECxVPsHEMg1F/ZW0SgwJ1vr3v9VCHW6C25ptp7qVLSZxx5qjZFXrrAbzevR0XXse/aW8HYF98nUrr0NoeqbemoQOqCYVvuLl/Xe3fnajcUjzmJjUT9jFHlKYxEnVGKqoVKaFL0XYCWmQDTEDGBLCwchyW9yTnnslIOALlE9MW9JZHD0Qrrnbtw49zroi4B2s8R6AZ1Pnfw5oZUYdZmRZOZKdSSpOhyYRVAaWYwYzd3oYoaCHfd4KCW6ItIZxGYXr3vve0xO3DlYcJUdveo+1GLZjMOKILzjlXVq73rhZi4LHEqWd5uD5miThCrTfE+Js6l95G5F6Ge0gLAxkcAZu7kURxKRLIYql/rXmlRrRI8UhcUNQu5JKZh6tE8QYFLkBCXpq5UApUl7Bp+k4G4+lB1OY24UHzF2gIBjJvt7vifB8Q+TIV4/Or0x7OEMxxrEzZqCVJ6FrKV66vP3csrvXr6S8XhFabLkYOAv9tSc2wSQFN+WjpzKDOjkmQCWDGLiFnOOQsviaphR2QWM1NCI4ToORM5SCaCOhHI1QFPxKbIBFe7gA3DcLEezZB1dKhrdi0zrFpS9aqq8OxmoGy+gWe3jz49efXVWwNsk/0w+XKxOHz++SdPnoznm5s3b5KMsaPv3r37q1/+EsAiDR++/8Hdo69KGITuAIsMyyU9eHDw3P2bn376ac55sVgQ65D4lhzeufn69z87W6/XJyf2zjvvvPz6SyLiAhERQ87Zsv7+t//On/7pn7LpsFq2IFkvKKv9YXWSnd2YOANElBA1bv7c7bv3bz05OzsL5pZ2h96zbPeUYEUolsbsRDZhFz/3/CDdZe6ApCb3qddbJObOpRvyTIZchP6WTLcWBqjfypoDiVEka0xIs9n7x2k7tlq3JZredns74PsfaSZdr+rqz0HNNGeKa7Osvz3WEgQEqDCdfsz7FsAs+7qb9LYm9l4Hmi6Zr7ZALdY+uz21BMe9VGW2p/Y5P4CmI8nIsgczCyzINqtVZxaFe+gGvzUS54gEupZg4flSLi5PLzfPDg8PM9bvfvLBj378w7feeuvLX//6g9/6rYe//dbthzfG9en5hx/JYnjp1VcS7j19+vT40cficpBW7tGejftHbpPWJG2R+8ixB8LU6zebR0dRZs8TgBUbCd0c5ODg4MZilVLSzVrI3RI8Xdm4Xq8/nHw95g82FyJyfP/ejRs3ru7dUhEMg3bK3t2b4tvfDP06zo5EN/6AmVk1+8JIqkHlel5oABCmoddVjqT/zBvQjQfUdZGuwKSCgQPYhIiccm8EExG8ZMqoPVe3dcuAsXtk9s0+I3OU9Hooe/a9qTBnKtyB0oEcCnsck5fy+euLpXYObNkJe2/DtqyImQMQXXcL+jy+d6s1RFjNdfSIiGLv1M3PMhuaZSFmOdl/Lwc6ucrArT818IYD7olgbkFcHDJNuSwgCBkxJ3D3gOIRnIcB6swMy+6oNNGdbAnQXifDqRjWbcZmpYDqcpOEOx7NtedpjxWRlHLOicXUSOBq8GJrxe2cMMGcwc7F9wSoil9mDirswt5aSFvgbhQZ5ujLVOp5A9pYqqQ9ypuo2LOuzX3SRAXu6oj2uiJhxSYQeeGkKXux915cABh0K1xUYxsDMcyjbm5IQ865VF2FsVWNgJ1taoSUxNSJKNeGmGbWOKja+1NwWJObaW0cRMzsiGZ2hgi+hu63qmGi8Xlp/1Kfo2u/Q6UIP6xhMhtjszaQkHRK0fIEs4HNMb72/I07f++b/92//hnJ1TTcNMvRgePao9ht6OIZhr4xM8ByHnVi8oRgi/McLAahQtw9AKqlXUW2lFKhhYjpQtAsxeMoM0/ZzGlkNzNRd3d1GvOcnGoTW5K8ICceTQ3s6mQ6On74zntvv3p7tVrxerxx4wbsaiH86aePV6vDgFG7GA/pq7/1G9/97ncHT6enp/Lp8YMHD8ZF2NIJ7lGgp5PduftQsTZigQkhi7rnP/jDb//rf/2vL9f+0cefvvSFV9WJE6E47U5EZ2dnIvLlL3/5uQfP5WwcvOQcxze2aURlYOHDNOOpFqUTYWC5uLi4feP25dll/SsIc7O12MNOlQy8hMTZza5bybp1O2MCgKWAfsf4I7gScjmaO81nqm2PJikaQrm6LhTVu+UNUHMHmdoUBvoQBZWoW2l7j1GHcmubHEBTvTGFXh1MlCClzmDhbaNqxyzrn6K+k/p37j+aVQquaAwVkkVajgkl0rJjynXmFxFxrzZa+UjAE7p/d68Se6hKSs3az+bXkDTtWPbuHrQdQSkfdaweyGCYBTtZGE6gHcXm0ZmkdHLw+Gz8aWPKzMcLuqDM0+XycLmAff/nP3n3vXde/uvvfvUbX33wxS8Ci3v56N6dv/vOL35x8eTy5oPnXnj+YUrp9LMnZ2dneTOW6jThCg8rM8/MB0dHm83m8vK82wmzCxEm0TiOIjJNG1UMxMvl8vlDu3v37mqBi4sLIWV2Xw5ZdSS/zOMvnzwD8D7D3T87OFytVlc3by9u315LGoahdwO2ZaB1UbQwYgRAJe8gQnRFKF1Hm4W3f7drTRz3GdfVvThvwt3jhgyCl8KOUrxFhEr+v0XdghIV5kqNXnRtDLDs3LplemTtzgkC0JtEMcKIw0Wc242rvctlt9QiEi9N81rcaD7XpQfMXpFKbNSokPUO1Uo0G/3NMusAEr5zBLkUl8TjlLnqJ5laJ485bVXGFiRoVDLvu4CZaNalFMV/W1/q7mb9GdTZJejcMCrPFW4z6iLGDwXTtvM4Zq0bV9171EBNBFBpQ7uV46ZQ60TUSDeskrtp9ghdAfCCgp3JjCXwF2REJEwAps6ADvbTeIZgaYhQhcAdHjHOwF8Wiglz5lKc4EQO1xAnTkxSgteqhVgAIKQiHkSSMNw1YGocKQBvlOosofVRa0Gqvxv1I7Vjt61Wy/V6bZaFmCqUBxUbFL1Zq0VldQa9GtFuXXVIFf0l5lEW1TyqkFAe1Vgi2pwLmLEsrLs7e1AAGHvZIgZjLqQDLTYIgBhM7NVpc0futmnoPCWYW6KYmW7LUDCoexKyfPX8rYO/++0v/+AHP3j2aL1ItAGTS692ohehWWaKrdSUeomvxClzNR3Vsy4OVlQOQ9nZ4qV1hncixN0VRCDz0uFApOSyncUMmc0MVxOWzCmrmU15yqbN6ffwd60YlarBXczuvtlM8RXDMHz22fmDBwdslhY4cFuwKNv777/7xhtvuDtYiRzL4Te//Tvf+//++a1bt8aTk08vLw/feENEnMoJNDNOsqClgyAiZESUzAEax/W3v/07f/Kv/0ot/+Wff/eb3/zmkIbYNmZ2cnJ2dnZ2/96Dy4v1Rx9+ulqt0sGwWCyOVtzDd3YMlDkUHMfakeHZbaNmLIUJ3Y1rUW1pYFUnNg55FS/XXPGHgefodWnL3V3R46TcNFyLQsLvsxvjUWUfxUyxiXe/MnrhFAYyI6akkxGYo8tInKPu/ewMNMhOfDlT88jrniSqQMdef+w9Y31TJExbAcfWFSqhT4Lv24u+zVvR/9DblzsG5T5Iq8VWeLseeWdE9R5eugj8bSbd/q3cHYXgxj0651iwV6qrtfLM8kEDN76e1sZqng03M1XLOUd+JzmbGTubYp0wuX241pT9XGgYhs3p5v3Hj3/8ox8+ePDgrTff+uIXv3h45/4b3/xN+FefffLJ04/ee3p6Ksw3n3vu7s1b4zhenJ5cXV1dnJ6llDAGrYy7Zp1GclsukrtrNma5XK9FxFmEZZr04ODgzs3h8PBwNRy8/vWvn7/30fHx8QHO3H2TRwhGwjDIyXl+9uzZR+fnwzA8SqKqHy0OU0oXd+5Ni8V6eZTSyiUp1UI3IoQ77s6lNjZyFFStveucYZsj1v3GaHvD3aV6Dm3VeoR39HJl4mLefw6Cc/ZDio0szSQq5SCOaz+4sz2aKVnfbFVtl2RreScAzCbgjgHa7/9mZ7QRXnsuqJZ6hElUqe+7po5Ibcbi6u/QDk67fwNBoTlylfGOah1xu4m7pzlsUegKmuwyd1DrjxxPCiNvJUTu1IiXtx4zWMsCThMmgSQzU9NqujmQjQ2uLKyqIElRGxASj2Yr1jki1qqqof0TczR6ULSIQkGBtxkoprBlIgqoRqsH7TWBu4cSBwngFi1aa7MGd4TMCbYSAM7EPgAI+6oYzTRnhwIFEgWqYKIk5jBCoVdxMDOxgbSWZLnVJpBlS4fFUil4W4FzHy9LJdMfEUslGFxzgBoKMMh9sRhKl714VDXajhlQBTa6e0oJlSaguQ6lhpQBYS18sCaIbvDetvE0qdQIdJtZqoNxN0SxiQOARMKNA+po3iOUq1lppRdeqPxyjGOi3R3mIqJWeLGptjrRYptChEsX4BAxEZI1uAeFbwzPB4Jrfv3lu8/d/hb91dNf/OIXuroHpuDr8hBS2x5/2+UxRRnGxExGRJtMREbJU0rsHJWoRAUXboUKYg7AmJuIGDzIWgyReid1smxILITJGQpyyzlP42hm0ILeiN1S5thc3Zyg2TebaT1uAEjybNPTPMhyXKzo9PQqHaoMQ2LPOT958uTWrVuDEIGUOZt9+4/+6C/+4i/S1amM8hwcmtdpbmEEkIiAop5L4AhU9zipqv7+3/v9P/3TPz3g1fe+972XXn/5+eefjyrXg5s3hoOVqq7X6/Ozs6fPHp+enQG4eWP19ttvHx4ettnYl9H9XpLh4LMnHx5fbJSTZ2fma1mJ24EMeVWpm9CwqqixsVa5UuLwxWILKMlWKW4bBgV6Ay4VWiTkNYtVrlLJhfmg7jwIEV1eXq5WqxIicUVVJ6h9XeJbrns+oPT/5GsNpi097MJzQWjqrUoqOer29iCAbfqlSIbS7tgLgeeOoK8gjXiKEDjsDszcdvNH2tt6Hd8/QpP1/T3je7u9Eb04fc5cB92ubZ3Q9v5ea5Y9BnWo6uRuZOo5FwfSC2kZujOOTiK7u9kEcg8y0oBHJwlb0kyzOUa9Aoas58BiubDN+OzRo6ePH//1X3/v/t17b7/99oMXX7j7/IO7r70MVZxdXZycnDz69HyasFqmJLcWslgseNRpmhLxMAyTqZmxHC2Xy3jkG0e37t+/rwwzWz53Gw8fXn7/O++9996t2w8w8NHtG09OnmYSZl4Pdra+usi4eHyy0cMpL54ub2w2m0+WidJwdnC4WCymxQEtFrY4tMWhY0EQQAgkTnBukeMm1W2vZryVBQABw986DEVREVOSir0uCGxzbRGa2AlVDZUbUHBblgj21ln37a9wqMNAEJkd+2uNrbIZti0V1GNuVNNz14UnjWYl9XmWaK/Fdo78vM9RzWKiKFVkzFKovicToxDNdN9YLBtCw86i+lTMrDbGxJkZM0REczQxYgCMDoImqUFma9w4Og6jVagUJCU7EcF2/at+EswspVRNn5hJtDtTaTiiO/KqzfAMi7LA7pCZkzvUiMBM5DCz7CWBg23KwzpjShyhHAbNBnFp7rolww3uDAn9G9q5mNn1nuoGptKES10kBc11Is5ufe60oOuiSSCRVcSeopiMBufAOrsj+nUFEIBYQMxU5H9n2BWC3t7aAQAkcggxRcbKvcnrbDoMQ/ScsDwyEGUaszlZRLkjKsWIARcZKlIYZhlEqs5MwZrGxfkLxKUSkXLJTroX6GI2Ey4cGdJFV7zYs8JcwrUxoRxD5vn4ZTd3T3vdPCsrVcT2wsqkaO+IupZWiTe9ePYxm7PcR+cKoCnvSF6P4/3V6re//irGxz95bM42JlHVmoiqdgO8UCHUu7WTLMGeDyWiKVvWKbEMAzEzMQVNJRnBQUIBYDELXJ+g1tZEMrxprGzsBHXf6DQlM0MeDYCwG0DZich1Zm5zk/V6fXU1jeM06RigXSK6dHl6frkacfv2bctXKSUfPCUG6Wa8zBARkZScaGK89Rtf//jn74Hw0a9/9frrr28cBNJShaQ7xk2cdhJOi2Ez6WtvfuG9n/zq4OBAXA6Gg0u/YuYDZrMBwNHRwXIpw/Dg+9//ATOfHZ/99Xf/+vf+8A/cC9Kxv3YEKzM/u9x88PFnGzma4B5Hmma4z7XGUSekwhApvg2ogES34WItZ1E/691ICjPl/Eqxj2gfJOdtPPvugUYHKHOA3SegnKw+7tvut6dX9gsUdqOS1FwZLzwG7eB0c3KNxNz5uhZBDLlsHS6QiMhK9N0dhfjaOxN5fzyf8+vOs/T22aze3NyvWV7ejuLMP7v6nIuY7++Ri+htwXDCKuEUYPWeIdLKZ80srG8hmfIk01yNKAEUZQ7ZZWZGnHNWoiHnkWmxWIjZ4/Ozy/X6s2dPb69Wd+7cefnlV1955ZXFnVtHLzw8ev2Nl9xxfr65uJgunn722Wfnz04AXF6wmS2WDMDyeg0kQXa7ypfnp87qwzCMzz5+/UtvHL76Ujp+cp6vLn7x48PlIR8N64k++OCDc9uklJ6s1+M4jguZpunpwL5cHi8XwzBsloeakqchs3hKvFzmxFrLJq6b2FnHt0U0M0gmqvWJNu+B4IbsMXbldlF3WaFdVmllgMJEg1KkWPrYctEjaYYN0Ax23Nm9VMUTdWG2+Dfw9W2H94age4ls8eeYcfOW2y656MegLabSTAEJdAkRkWctyPoYcE0bhG/5uV9KUVXZFdHDzYk81ZJkIvNUnU+SBRER1D1CGg4RQ8kfcmnXqYCbZcDR67KuwxCKogyxHPFOp1KVRe6mpVy31j4LShdBs6AOjp9B4RHVJGxt+AugVDwUCdteVxC51pxKmCJqDjDzNKmIlEXkIpP7VYjB55wZ5GZBSgyZLTP17HCK5oTOHrzBqA5qMVhqYBOw5oprbVfuBHBknKjyzpYHIlpIMjOD5pzL4OFOyOTCgIk3tQ8QUQ5AIIffb0TEpTCFhmEgRc65FakQUerJiEqfCSsmEToKMXePWGDTbG2bkjk0evNJSRqVoFhpah7sm/O3FGoZ2skKlc2XmEXyODG3RiuhJslBzGJeGgnHsSy+e40pMrM7Ax7dCLowQQ2xRhVOIAgtx0H1QL92kr1Z9yVk7e7uAXzJQbe4HbMBsBBTnV64e/Pbv/n6+ucn7733Xk4389UUy11xLVuo6vZz0Qo1fMJMo5q7C3TMukjDYrGIKayM52V9gUhDBANxsAE5HGY+hidtls0WKQG4tAyUnoaDAeBFyfGxO+WcVXUa5epqHDc5Z82eRSSrupMxIW2ejVM6OHh4e2ko3qGLKk1RWUYkKYkxpaOjr33rt3/1q19Nm/G73/mrb/zut83MJBzDuhrV3czjKCKMAcTDAl/80hdsyh9++OFPf/bjcVq/+uXX3Qv/YqzvjTs3ROTrX//qD37wgwTeXK2vrjbReK0dG/SWRwD73DebzTu/ekwomeJcq7nbcuycvV6y75hE86YyC/rx+J6Ab1F3q8Ln1/uRXsAMbZvxXgK3dv7YVQxhm5qzWlFIJgCcS217mCARdIx7drEHs0qxhBafaMK6T4qVox21kGVoYa6U2k+fM1CGgo+YKbWpBCxbsXK9BaNvoXqt3TY/ReeVtq3SPtJmb0/PzVkqDccNvlNmGB+JDknY9uXaz96BTOYhVZwrWyHbc3dTd6dA+pYIXzWU+xsys2gm+Ep9MAiRtvSZqbvzMOQciHK4k7qPCTnnDBwAOggGcccAOz5+9vNPP/nVz3+9XC4PbhzcuXPn4UsPn3/++Tv37ifG8tVXb3z1qzi6BRFsDpEShMGMBSElJMc4YjoHgCefXf7wh4/e/dUP/7v/qyyWVxvdbJ5N03Ty9FnOmWQJ4ElGvlxfJjLGlTBkeT4wEW1Wy4lZU6KUIKSMG7dvyWLwrkIi+kTVPbxdddQtdy/nicgpkOLe9vC1Qeg+mMFVdu+QEwEFpdcaBsYu4soUs/PmYu1t+wxlV8VWLiAlqfGXrWcpwoaKDULh62y9oTxvX8TT8m7zRUrMpXGHiRtIwnGa+zGGrRbJcd2d1/m8AGCT+bQi5H+crwyCKZiZiVTVN0pELEyAkXCJp3KFfDAwdy3rviL+i1EZWrlAfd1rnMm3pjrQiTMKcOcRopaUmSO14oDB054Q7n3IuAr/oni5g1Ce5nUsgpejA3svPbrAUNeCnWa3vMB1yLoCHVMC3MnMFjLknKXxTJkZGTOzethOqHKgjIEAIBFQqwjYkSQJsUa/O4CE8zQhyEeYg2QXLEBp84IOTQgg2ATb8Kyy0PSqJ7UDMM9a6f5VImTdAivISSEgBlHxX7F7FuuBqfW5JYucc4579pgDV4sEeZT+InKVs/htZoENw9IsmrxVmwwlHrlzSivghnaGRJV+bD7PcYe6n1D7/ALgJKpohmrVteUrZ8ugoluJaCAQfDGdvHBT3nxhNT7N714Yu7JIzlofJNRk7LAuyGfhd3XshlkBmJcpcncJUnSjYRgC/K0RGWLKtU6wMRTG0xsCJ0pBT22aAeQ4COWrFShVhuMGl5cbn2iz2RibuVp2cje46UQrGfOUhU4vr959/+TBgwc3DhLg6p43m2mabt68aSpERFgkGTauz7/68vmTJ8r26N137t69yzduMHMu3sasQdfnF0R0ePN5JriYqr706itPT44v7OLDTz/yhC996UtTKbZXIhIWVV0uFuNmY5TeeuutunVLPRl2hL67uw8HN3743e+erwfDHK8qMM1Kj9JWNswazNB7btnVdhzi9RYSb3y/bSvuS7HYmeyVxzuCs3sGBwUSjqorH1mwjgTLoWqTIalbCHHzSqXacBeuLXIZLwiDGs66O6fNHIz3iwhcVI1l9tRbKHDfbJ3/1oUc2r/toqIqneF5+/X58amU6e18sP+1ypbmj+2GMH3uienN3PSd0bRbbccF93/uhxHrq6qmrgZ2cicoyMjBZmAjcoYbo1T89YbFQsGcDlXNmSRlLwbrZKaqRoSgyqxBBzcyR060MXMWdx9JktPNYcXLw4XyuFya6tWzkw8ffzyO48EiMfPh4sbdu3ePbr1w+/bt1c2Ht27dOrxzF9S4uW19efnsw3dPTk7s4tmTJ082m6dmdra+VNWN5WmaDDCzjYKIni0GDMNV9C4fGMBaEhFlGZjZJRmLSspEh4tB5wIIKt03a8/7tgeJqGBJMZdS7U/77Etvm/jt5x5w1t65c6t2lne2UBijO7YLql/XjpCjNkMn4norrmHFKhAQ3lynFErXDO46oHh3hHa2WUmkRk8Wd/fWDq0PhToR7cOoymw40FE5d7NQGDodEeADCqpvZuFhAaDwhMriYUXCzA5hNbgjoxVD2nkUiMxowlbL0j2muzdamiJIzayVo8W89Z9CFc5VRUflbfkUgNJsyg3OocyKTGByIAWjTaFiLuGqoNSNBtxqOqAE/t3dkEXEO766CG8B8watga3A+fS4FHePSgqP8gt2MCMmo+ACi1YaAJQ8QLweExb+tWaiBEPDwLgao7gN2u8HpiEN0zQBiKajMcYo3ZAhqWp8vUJJiFMCoOMVgATnqHGujISt7e687eLnqI0tkHOunQiYheZy6+qCxMMwAeSIjsVCbBqosfAqKt7FPSUaNcuwsFZJQFE4SUzFmB03mYiYA7tQ/Wt3oiiGcDPdYa+w0jw43ouSNCj+pM9brX5CVeEcTo87mBIcFuHTgjQqOK3wK2dVF5B5y0S+Yhjht998/uVb+ItfTh9//PHjizRaZPE5yPlbTSeq6RNxe5QSMFJ1uDJz4IrYzfOUNyQiRqDVipcDERmH6KRqcJTD0DvEQQg4ZfcaNVEDM405kJTq7jbmcRynqylnhXl2g0b4kN0p6oamaRqGYZ3EN+NqkE+eXtj9xdHR0UIupymr09nFCfMCwGo4XK1W6vDEN+7fPbhz6+ri7GRz6nl9+/btgtkOg89MHOvjC1W9sbq/WCwMTsR58N/8rd/40z/5cwi/9+t3bxwevfDCS6Y2lWIsnTabk+PThw8ffunNt4ZhcKesCp1Eml00m/XmnlL60d+8c3I6jTRMmZgcjoEMbu7MjaynZINC0uUm3CmIfua9NB/1NttWcwq2DSHn6vdff9EWTGfvmkEU29IwfA93d80QEcf1KcsaQdzKMveKsf/2iAGUEpNSZ1MChCWjU95VXm6Kp0VJd0R2naXdX1s7uDbmWqS1S9SCLSPbiRDub/1qIBA/xbTyOE89BisCk539V9/m2uyxNsPdbBORhBLymbGs/Bsd7tRNt/kJqw3hALihzoElWITvmcCwIDgH+gwQVtUJpKALn9zVPYV6R7RYqHJurQpAE0OnCxcGjskw5hsEZj5CluUwMZnZ2fnFRyenh3JKRCfHF8MwlLbuNw6Y+ez8JOdMV2PYD8MwqKwBnORzADkRAEsMkXMmZl4vBECO1lWcAGRJIqIizqwiLuIkq9XKCpFHv9BbG9I9gDdFhyYkCvpIDy8xAloMj9RM2wbzfXbifPPm7DdwZ1q1m9RESNCXavjJVuuXiIrhBiIIa87c3R/dxt5HPvRns6AJnVVVhLlGviMsot1HooAvfrWI7oBKBXO7OW/hH8IMDSI6VaWwhypDBlBQfTGYoC/hSNAhEdNke1yGYWuG9uGojY7UZDDJiblHxRo74BG3o1oAS+2p41aJWE29nG4HSPc8qChx7c3BsGyocw5D/hoQnbtR0cyRyWCnCLJykC3XKG/psVQM37q4XFqlsbDDHMkRLJguWpKETKXcwN1RS/ajZ1gi0ho2KmjCIuWoJtBds6eUABUZPHQxERFFYKV1kC/WjjuRqWpWaYjDAuUiMS2PSZCatHdXbUgdMSQmDMXO2wEyIjjnubUScCOncD+B7DUDRVSmlSBwKNXWikkGliawauC02+goVYERj0speUROO3xbrLQpjJCzMnOoEqPc9J+RmZubG4FhQWjCzGQFk8aUlCYwwSOhbGHwhfnlcCF3YqcASDKIzI2YUYvqm3ouw/P43oiahMUNzZkIzCmgmpHuIXIR8Qw41fijAuBq4O4oJJSIMQFYjucv31qdvryanr1rdnQFu9i4u2uBGIeYmAvU3Yi4MkpEaQhxlKe4+xhtpzW7O7HrtOF1YmZZHqaU0oE4ohjIoiRl7m7S1Fhw7NkUr683m4GRNxu/uCIi24yqapvC9BGh4mzqgVUgMFPOlrNdZTeRC3dPfHy2uVjbc3f9xo2bwaKkatM05cmcfLVYubvDOcnBrRs551HzxeZs0GWAc93dJjs9PWWGSDo/P713754QR9H2er2+c/f2+fn5sKBnx58dLJYpJV8ygEnHnPNyNbz2+qvMyZ3M8jiuz4+fLZfLO3fuDMMAofbsygc//dkvPvvskmgxmWa3KBYJxIK5sbBVBAZQlhuzHN81yJrAmsHmVP7xGn/qdEMx65srUrtKGF/T7WzHQgpLJTrNJPe+2S/cyDQ85jizfM1Ya3A6fmZm2otgNcvL3YmutxFBKlLcD6LBS7tnr4pyKybRwn79F+3M5M6f+ve3o9o+YoXogbzCYBHojkKa18dponG2trv1caCdB/d6rx1LohsMRZS3MwQdgJIaWzHxA+rXL3DtzBFinZmPMgbh2zWeYe6gBRKMLFNWoQxy06x2SdG9tExrs6SD/i2rA5hc2X0NALhkF5JncDZbGohoBeWBDzARkR+R2XiYFhcXFw9v3n/ltdd+/JPvX52NIqmGSKeJxMzWw4GZRSPLLAzgUkxEgqhZSZg5SDcmTsJiSAwGsRO7LO8898KmtPcO8gT3aBI1h0icIsVbQ86xTyQCVLwrSNumYuYWs9/RLG2HdD8IihsfGq5mUUjdXXygyEvVrms901JMdbTk2rl6WXqtTVncHgdAtp1xah9MXEor3N36G4Y+KtXEIfllZ6MGG4bwAvDCl0GEYPolYhciEmQCwQJ5Veg9icihIBIq9pujkAdtPaE7V4Qfm8DIComClZ7mDoJS8YgL62EgJeoxgYh4zsycIx4SIZJa5wvA3eaZ02ZVozg4nchlc88axFsRa1ymYZqmssO8cM24aY3YzQJEiOAIjJlW8rwIOZmZFvI6R6WaF4n0sQPGpf+1t4RPRfBTW/ec8zAMwR0PcYUj+A8cpiYpIkmRHY1AJnLOKchWmA0I/FXI14i5BEoPUedBDuEoL4mp4gYTD267cI00iEmKa5RzbjCFUr6Z+0wXmRkjuSOJDKo6DDxNE5gKaR2Rc0jYYvOaGac9ZLexKQhWmK+jJNjhIBGxrMTkztEl1B2B4CEXOGXkqOeNkxbkHavD5WYzqWfygkU0KxXPzkFrH9u4HVQ3eHDH9eVaO+PMpnBIhPFjjoyis1boixK81GoIA/FVNjeu3r1iZnrG3WL/RRdUggh/9Uv3z5/eOP/V1XJlWZOqavH7C54vpBZA8XO4ubWMgLzWXnme5qp4A1w5AArrbMOgF5ciQmlgIhOSlEK8OpOpO4JEFGaWAxxgutlsxqzjOEpIxs3kHq0AXKPfHwf2NXxENoVDN5vNKEtJpIRx0quBJuDkZBoGuXm4IKJRsyyWntVI1+M65zyuRyJiZBGJ5MVms4kUas7Zx7xaDHK4YObMsvG1qlRFzC+++mJKKWZ48qxsgy9j7cZNRg6ktp6cPjNo0+4XF1eHh7RcLk2N0urZs6e/+Pj9s7Mz5kHNVNmdvEMIkZurIc1BBao1WXvLvesil1Kv7o1VSwElZEvO0flxrvMKEdzhlkob8soyZe4u5aREiZdx/azViKCZZTdyW1mEwgNTusNtSQ3TFmMzK224euW6o5k8Cu27P1G9giAgym4ICdvHjbYjLk3t7RhzuA6VVeRpyRtU6nma+yPHZd2BJGolVgxASZvB1eJ4oJLE7h+21981VxZZ/rmQojcs6p0IQBVlpAYhM0Qv+crkVh/WKtGSEITlNiBGh0MyM3YxEIJ8fpBxHEfX0fympskZnt19nRQAjJlqis3DLiJ3NxR8krurM5mRmwhdUHjwTPDBN3BIAhEln3BzAV8/+eCXn1ydK5mwOXkJFzHMMDk7kxIT0SRMRBNMSEKbOQV+KGRysFQ6VTy0U+QDmJnRRZoL2MB4dh66veldqXVblB3TqgfqxdW/srXVXdwr4VEJrCkxJDpOBYoXUwu6xHuajgzLwsyC+6DwaHSj2jks3jo4wx0ujsZpF/EtWDhQZedE2/FmTfKcVYJFqzdkAqojiu6yfgDujgjGhT51AKSIShGBo7ZJnHcsto9e/9S9qUTV5qJCVd0GwW0Msb4ATEtJLwC10d2jIVW8R6IMs7QO8q6NTaG/wfbVBBpFEMe9nsddedv7olQdgIA5mdb2CTTMeA9WAJ6DoihMfHUYsIjnLeeqWhS1wMKhUXNbjPkAohWkXUGzFZ+2gwMRcwp/QzW7k8FFAvdRuvSCGMKR+bZoNNIweUDYc9nHilws4cw2S/vHZN7JYRcJqypZsHYQEztcRCxPAMJASsEmpVOGuUQKCcq16V4sUVqspmnSAhR1ohobdSIikJiDu0pDtTD/JHwei0R6G2JNcDGzWamEGoZhzJvLy8vV6lBVa/cdLY1AiMpi8NAeMkDl1CeDMLOxS1EdxYtqOibwapH2b9XjPgcmi/flERNtx740z/48829LkRARR6rn6vg3v/yFoxv2wQcfpJs3P/vss9EWzuQmZhZQH7gigrodB5KqFs62uBtQAjPx4FbIqJ19GvMUAzASEWVJKZUQpMR5SGa2XC5PTk6WBytV9Wk9jmOejIimCDjHEuVYbQMAJaocY01nonbgVZdsvFHPcHI//eCz1567u1wuVzdWAFjCkyMSZJ3MzC0PAxG52ehZh2E4OjqC2tn5s8VicTWqmd268/y02ShERDhn32zYaDEM2VyzZ3d3XSkvl8vi0GS7ypeZJzIDXJiHwxuLxWKxWIDZWQD6+S8ePXnyZFwkNclGqlAEK5IAMO3g2xksrIjKhrKKO8uKUi7HRETRXbEJdcB9K1sRewZEDFLLkOSx83dtMhAVfPZOy8WdrcUwArGLQAoxsrWyL6/iq0OX1ts3s69dFtUbROylcLh3oajDhgMgJATFTHX/CvSjcr/EtzdMVf90SUqf7jafW0/dpcPK924fIlQEUhh/HsFRr/2CItqOksEV9Fp5/le7OaTqpnfmptUp2ppwr6Ij3l5eB4zYKsik2XZtyfbjhQv3BfOhUEppmScZEi0Opmmapunw8JAW6fKS6GKdeFCjoOg0t9Gzu09uRKIMK0SAMBPfFvptIOoWGQllwH1ESIXCaGBmx08/KRMrFNWFRiYS3ji04r0QdiaRQUojZgdD3DmiUJkqsQU8llhWS2OCsFOxIrk4iqlOtqFw6xAK44TXkhoyB9SZC0StboAtcE4PFe2NsH6zWWV7KdQnEEICTb2tZjaHx9rHd07Nzunbf+WafRv7U+ebV87bOV5YvjrAu92GZIMXZVP2p9SgqBUKrsrqt53F2x/GPE4vNaDulVNw+7KKzq8zIO7IFkpwq0DNzMBB4FKMLTMDqbkWuuzutrLVS2PLUpnHGaDnzonan/BmXMZseCtnrHW7AODF2GoHMCY+fi39yoyJ2UinPK2GhYgAPE0TXCXY2gBCJjKOGYsZAFnJufdyEQIiRyKGGodnHu27WMzdSscUD3ubEPF/MlgwpGjOUmepEhgDXRlH4zZuuzRAHSy1zqO+f5bPjmBcTynFB7HnYwOVal7YzBK5klvEgGAl1pSGIlXDBQ7XpCieiD3MKCVYkCKWQEMnUguNiIsIBdlfZaRwQDyqwZORGbXOP8X2qrhrDV+ZmKRMpbWt7FaQmWEQAogBwDOhkiUGWozcan9lR5g3FnMkImpTzCML4KWEqpFFVzZCUMVjgQL9trXRo6DJWy0kOYCB4Exfe+P5m2lz/quTM5xf0u3WBaDIai6P5ajINnDQ/JlZG3KYC2qaWLyk/92pwG9ji2gmA2lX9WbB4COyAeCe8zhNE7kyQNPcHTJb1B0DDTMRoFpXVMRkuFE6+bimNS2RnLIOxBcOZn730fFisbh788b9+/cXS7iZQ0n81p2Vu5vlzWZjOqq7EU9TtvXVMAwkfLm+2mymlNLx8TFQ4kZmlqcpk2w0X2jx9VNKl5eXKaXlYmGHh9N6o6qrw9VisdBi/g5AhPPt8bOzd9999+n5JCLrKzVzgxosRzWKtEA3ZopUUOtZ5177qNZTGTbNLFXNmnyNhlQaRqm7SCpkzd2R3gFWtxNbDrY7QN5j5mJ8Xq0rFGQJuZFbOJkwD9YAIiJwcGnWgDFCXFYxMdf81lv+LVcv6aiWUfWWYfdFUHiwfTo8dYK+vPO6kEw8eHXrCx2rqe2w9O3cirlAbG3Gkm+pulJNGaTHKIndWQ3XyZ/NNYKZMqee6bf90K5uzB4T224iAlX7/zH2d72WbUl2GDZGzLn2OZl5763qqurqbn5atCmABG3Aog21wQcDNt/4xEfBNgT/OZkvgiBQBE3Bsg3DECxAH6QoAZZNkSZNsruquup+5c3Ms9eaMfwQEXPNtU9WwxvV2eees/faa80ZM2LE14hZbLcsoQN463jD9sa8Uc+37Xa7PT1tnz594pc/2rZt//QyeGvHb/Z9d2pYs30c7u+NxzHucYfAGXoJ3NAbKqFWtk/INjt1I2YnJrLGQzyd1YTOEqSn1vawjhEljTIYp1nEJBLAiSaYQwQhm+w53uiNz1+9i36OB9M+X5KC61+mJUhzNm1EqstgVlUOZUSCAvch25uHF5Vz5ysO8AmePMh4X40unNt6njXPcfJTqIZamEDy5PD7zKOF41QVeGm/MIDUIdebB5YIN2ciVWEozZXRv7LZCTtUCaW1eXwFbbkjyc+a6yfJcK65mY3jcHnrDTXoZb2rh2WcvwjQ6Z6VzfXBAxWJIA+J7haepHu4Rb4mamtfLJt/gSqGWx3FKGIhKp2ykFdfYGj83gn2Rj9duJrkuyy4WlSNSmocsNYsJsoGjGYl0oDWHTH7AVrSd6zkKau7mCDkHtZKDO0t6HDvtDlJCILDum2RCkj4cCJatEmGr8RU8fuoeqrhtIkomLUKKvcvsZC7w0xETCkjOcaJxCbnpTceUhd2pDrIZ5vN5OFhWGsExvAKTWRbuDGZcqgci8wgLnYRLnf2nribbFnUGbU4ADBEDbVO0OB+HIdZZ1IuzXEqXho21ogBLsc4AkZbq/bJ6B5K+TMJDpf7LcJNw5vF2FLu90GyNUZ1clCzsDwqM/TNjt3dnTm5JMtsAQhuZnC55/DZMMCelJJlRdyVjDjoRoyPf+nP/fwnf/Dn/+E/PP4/39y++eab71/6fdyPrUViDhDMSJt94uzNhwPm1BhjDG+tmXzGY6KZP3QzsGsMRabfoROLNz8OSayaOb0k3zSAbJmJQtoY6R3GJQJRIuTuR2stSXDooA/hfux33cKFHK4mJzUcHcfHX373r37x7b/xF/7M7XZ793YjAYvWDzz3Jr3RTEgdTmtf/fRnx3Fo7B8/fgS3EL/jOAC7PT+HFL7pLUS299aen3o3a9ubt+329GRmPY5WIPjWJH3ax69+9as/+tV3ktyaC9HC7FGES7DV+uQoy0hMRE9rryOZij58NVVnmVWbS6j1YE6OqCcRbdZLWMIjBXaOS68BR6gNql65Ynifn2XpBlYKmOx57jJexlIgXlbWcOkW/EwUJG9scgdk/CcSzaG+J55TjmmyXCUJ0iPAmhefXun6IBWce7yB+VkzWydzvDY587VqcF/qnc+VjCsswPq1ocWrm8mq2YhNIupHfYm1j89eQcv9pDXVGeuNezDCzH5Ef5LemjWzzWxr7emLL/qbNz/6y3/lr/21v/ZH//Sf/YN/8A9+790X7v7xm98cPo4uQltsJczFSHaEWibd6aYTXb1eqEr4ZvPWxLrhVFfeIAdMAoIsHEqLZrs4/6AnZXJWt0uMhLtosCZSNLKZ9Tdv3uQ3P9xJVF6G3UjC4RM9y5ovM+0RHYVkZ5wFnJCst7AInC53vWqbLh0Vlmf2MeKVyxieySuRZE2EOiHgJRAYce7xIPkxF2pALm8L1IpIXp56bw84mCQ0AMoJ7gBaDAtdosW1JjFZqiXY/hyeXpdiRqyX9zweHKgRXZRLpIOwYN2LrLxdtpLVnF7pC5tJ3vkOcCYnHsth17WqkvpATWOqUzJod6+VUbWYAbWlSEa01ypC0pCfSKCWERWTa62dXL8y6HJ4E1JH5y/XxfcpDNFllVJjdJdpSM52xnE1YwNmOo7YgDHGbesmzMlJ2Y/PRQIX+uv1oSrx5iKMSd8TC71Z08w7ePTYdcKq85ZjjNYpqd22wwOQKZzCTitqbEt3prcnAC+f9ows+DlXbpq61WmIWJSorXfAj2MkdjyOQMUGHb4L1Sgb1RtVQjfGqCyqpBz/MMFTfDxuTFm2jS2gt2WJgMqTCzyb98kWiFtXErU5GkHVAJ8VFSMb7swMPHAtJH9QZ/NPAU2nwYCUJcbKAq6G5nI/Rr/v/7O/8j/if/9L/9nP/5//fP/48fg2fJ1hoSDc1W7bvu8po4C7D/ZBAgeS3JtWCzXGiE2PMexxMiFJrI6qXciJXFHu7n6mp2dHEt1dB81mBQznuOZ48pqfuPvYRHf/dD+sj/aUvJcE4Dj2Q3YD+c//5S9773/w86++/PJLa7rdbsfYM9yK3Lu44ea33nkc72/Pb/Orrbv7Pszd3/VNktNaa8zm9hCf4HF8yroZILTut9/cf/GLX7y/39395TBJLzFYb6nJK6US//9Rd0SkcAaqSSKJSGbtfOqjboy4XXQlqcJIofzWGkBeC/3iLYuXnPdDU4HCi5cfV41jZtWfkR+P8in33vuqcz/38vlteXKX2RXhmyILnBF1DNW7k4X20mO51cOxOhX0Ejh5rf3nwkpKGtuzaSQeQtMsXpboT3nx5NfIGwv9bgyF4Nfhnnm3HnGxWqDLwMLPvyR12mbtHkzUw+Gy1aKO83m7+9O2feW+0d9aN0Pvfdu27e3b3/nii6O3Hz59/HDcv/zp79h3Xz9tz/7NN53to9/DuIGUNWde/rWZP1H1tSpx6k9MQB836AZwXCkJD/ecw5TsBADgzLEKsZmMyeZBQNtajqUCSbbbtj3dYrKn61ShWiJb09jHMgMMhG05AOmMOJs1M3MOh0MtNLBX+I4z3vNQexd8JktU7ALUlukaNWos/Lwx3wY1OZ08nH4F0+d7OB7WP/6abVvCtFBQI6MpUxGGnE3jvw2rPWzoqHSnh9N1Dl0NTDPWezu3PmlaD870NxPBrOKBJT9OMqlbgDSBlXnwpbwSuXNNSICYhRZumCWeYWRqNyNcoEWRzruNGNVDP/76mp9afzBuuopu54lMg9RsZjkJIovTED7FDIXObzQzkcOFvLGIhFiEHQFUjOmMxRa/oMnoPpxgNNnUVwHohMmrVpFmUT8BgRpuvYU6OgtmQsCyZDlwy6Pfu46lcT+5NQoyZorvYQHL2dM0eibI1Uc29OAYB2kQumWz0vziWPTbU9/3PZ4mFu7TfjczcotjWYjYIuJnoA93myreizOcpLLCKQJncnc3Y/TrnlYjbeWRMlqRttbExDQ6xvAx0DojIwpE2DVrEGPsSYpsqAaC84iei34uypFUdrGsvc7u+TLKBY+6abr7iGiQBTM5UfNnDOn1EXju7u7/1l/5c19//fW33/76T4734k+w9a/3fYzhg9YMNEMOpustk8uEHVEj6waihZeQzyXFei0YNEQg7TeiD/pITlKMMCbTMIMjprxQmI39mDGn3hSQhQjofziiS2YM+a7ObrAySYpY2gBurf3LX3+LX397o//4xz/+4svbu3fv3F9CRdqW7T8xcc/sTYopYuKwxYC7iLfNGdcoraGoyCTQzLB9+vTpm68//fEf//HH3QG8DIyhl2AhIuUCaGYHXLRFeyJ6dGJ0W4NBSApTI82UVbo50wdIL2xr3d1bUEksBn5SDAQnwlzJ6KpL8Dftx8NLFlh+VXOrWKbftGQ6Xr/CB1i1gyRSwOm6nEZloXtdDWTcQIblKlwdpy9mUHKJysyrTUKJ2qLLXT1odkmIqPFEnMvHHxbnYR1mBc9EcuubH1Gdh6rN989X9unXJbF45w/3k8/IURO9sjNOosTgTvNMQGDC9Lj+O4xn+pvOrXNzbL3ZxtvGAEzd/V/8k3/y/O6Lf+d/+7/7r//e3/v666+Pvr2MmDQwduqIWm9QyQ3mKK2CCp7VnbNk0+aThpxr2ZKiZ7wWw8mmO0cy0sR2ibudCzJS/rKHw6yJ7fb8Ntsj0FF9kevqsSbT2Ely5K11XAUl1jl899ZaRMcPuDIiUHopaUTs4VuidXEsk3NbZpMC8Kb8m9lRks9ZDIPTzH1WDHI9F/hYwapz8AbJEfWLsUFV0TWh1cMpO9enWP1nFSwWLVFvNpxeZPywxtgiBpaTrANyPpyph2OpOtqtbfGGSLO21qKOWSCtRZvFKCkT0NR8wNmiUEpK1dh5HrEgKNZxYXabKkhqlUt1s8/MHRlj3G63MUZOOfdMMXghyBWSrhH9ea6Z2Q9FadTaJsJ0RNOJzb2aixMsepYu4tyRiG17Rog8enKcMFMVI6IlWiM0DN6sBayJhjwTbq0PiSAr6x3fOQlcQwasoqxCJKOqlY2DBvmgJfVPrWrk5SLLdMLodPbyyhlTI9mjm6MJFIFuZpAd+2G91ep43FM8fOuG7CLPbm8zBxXOzlKikRIQprSZ7T5IEYxwHMFmzRAyMwi1KBPxQ4qyDZ5htQr65Z65KKjGGbXGuw5jMryZvDx2JTt0XGO4Ei8r6uG2oCjEec+MbKnm1Hm2ZgF/P2utW5QujrBeUaJLSWzn9NjsTqJA344ffv9Hz3/zb/zlX/7yR//5P/nuV7/61Ve3n71//15PN2UdOkNAS8kSdGvdzIAXAIdwOEPVwA6SLZvlYlINSHiRaYcMCvIs8wdC/c1FWQpKkvdrOaXMGS4Z6xJtqEm2j6OPI0q/12h0BhjBcX/58MJt215c7z99w1+Op6enn//sx2b21Y+ej5fjFv2DLbrlYWYBntwU00FiqiBQyXqXCZ71l0PSXfZH/+L/+/33+PDhg1d5+Bhjl7v7biTpkRpVBkeBcyg7CtPP5zUzEBZNFUKjQQkHkUjIJpyKotM0GAtX6uuXqow3mpXCAkwnL1O0YTY85sMsHjmh4pcfNQHyrDbDCIw6Df4qoMx47QWCxZGcO3vRtsRMnEV8ZYrIWR/j6L0PTE+pBGXNklT6m5meiz+xNBHnbSw3+3isClSdODU+fiajF6gXxrVFLUuoljIBqJJFku6JWLL0+zJiLpx4uI95ZS0I+OEOt6e3x/cfOhJNP/w1Rn79dOgZ/S32Dbw1e9o6n55672Y0ud/HcRz/9v/+34X04//T//2//1f/JCT4E/HJx95uB4IQCbN94fVWzj2f0gLEHPvLEU61GVE3iOH2LQpNV8AbTbgZO+FZgB/9RgZR7mww67dnWB+yGAzHqGabW1b3HdHFEPUZjYu6uhxbS9HOggQAbtEvmYnpCRY9Q9DgHOz5uaP3WZkHh2LWGi87C0alcmdm7i59pA+SOaWCVepjlqCt1uosQg22nrYUPGAR3cTzWb7kkgYcRMz/fUBCcWDbMshkub3FvUSPIpIZVjTB4tnrro5jLM6S56GAezGWWM0CqffY9MczHFyHKkxJaVq5gji9asMWrLlqngfI+7B3s98ZstlSqLPdBzWpK0/xQzws051+lg+2csVJOi0MemngPERFT02gJnJFcIlY8beU+QedrUv5qrIcRR0aKYs0uGFg1ECM013JxVGyKx9j9NsmaZ0bvnvwnMRqNOMWvJVOsps8ToMD1deVYZEIr46yDGrVciqNnkW4AtGM3HofUefUzMul7n0bw9swqEdbg4wELUuSWmsmHi4Z6O69P6ZRcn19QGpRc00ZRAxiMLxkD7e2YxnArBiUpgx1hhkoqlUP22xmzYePg727H8F2glMXkqK792giUfrKJvkx5M4wMPGwQXXDM0O2PkLcT2xJywQcIfQYZEdVTzGqdpHJlw9sxsNjwu/Y9MPPv7z9L//nf/H9+5/+o3/6w69//eG7vZP8cB9j4J7+qFkwF0YOsXdvdPfhrmb08MzGMQZb1DpICnwSLdNZFqsRaXATovjnMtG1gSQaw12o4YZnpDBZfyyUV6nIMUY4JSXfpzS7O7InGiR3j6CUfbzvd/+epP3iN2/fvn33ZNu2Pb/pb9++PRxjzxLaWzN3ECaaV6SaNLLf9/tvfvgwxvj43Xfffffdh8F934feHscIwnhQOS4rUvLgEKfDnNKgPK7ubjRN2xhVjEtsI/c9S7aDkMndj2jSH20quATJJw2Se6OZWdzO7MibCq5F2HA8qqoV/ax6cDhas6KJzYu8/uA0JxX/sPrjCVnmkQztdtT8IgC+TGiyYlmeznT+vvVpungt15s3VoXYWYlf5S+IScdCctdN+7eq/qBQjVrVgUj9XFJsGXWWQjtFW5gB7u7KpDgAVIHHAv6Qv1fQ5Ztnsn7M9Xl9P0og2wKqQ3IOGa3f2vZ0fHgBUDpQrqyu26TbbXs39nfNNrctK1+MvbWtN7Wu9otvf/hbf+tv4e1P/tnf/bv/6r/9f73b8ZFw4jvZJ9hHd5hlCokRes9quzWCuwrAuRH00Dqv3wOAdurk2tlLPOlhNxNExu7MqVAAm7Wtu3W1pDKdXgeW66vClABcAzKjNTbDYGWWQsuZgmgVdQYNAC0KctqpYQhEgUIYXCOX5oMZXG9mA5zE/ihPA2DMmcgLqhHYx+i9rU+ePZ7xjTOeNxEHgHQwRJyhgWj4OHQP0uCAYqgWBAGkOc/DiCAMjsIDWKz3DL3Hno4zXhXdg1VvHYdd+9RfVuSC6Rw8bH2o/mVg4PTzH4Sk4LXG2PNJYzyKM2L8kowxG/bkuLjCbgPMg03SL/gY6TvPrsWsbAZYrLQziinTaEttwJTJyU6w5igs2UOwNqMUrKe7ohbdUjxNQpAz50Xyjiz/jWALIEV8+phfFBo1PrVt277vkfdo4dIvwj/CEBvd3YIL2qfzr66sCzRjVESERRE0E9A3RugHRiobQcxmy1TuY3BqRuwTBWEDdagK9kRSY/dxdEOj6HDkuAjffdg5bC3jEJP1ID4c+DmILZAZ8U2Sj92JyPv23qXkzWrZfXO+Il649ZCYEV3QUxCNZ3W8ksOPZPNMGmpkvBD7OBqS480axhi7H+UfoKX5IVClkWnCbfg4jiMKdQFoOBTjOpidRKlGz0hnSp4PnGb1VJTxH9JZLhBGMXo/g+M6hQxqhi/58vSk/8Vf/dmvf81f//Dm/fv3v3yPDx8+fPPpkHSo7/tOZGA5NigO0yQuJhqaY3QjhRsk1x3IWqIwz+Gry11VzTDGiFFBJJOYJmvxtKp8M2sOEAeOWD1bKEUkjf2wZ7YKFgPwOmzu7gj6wxyPI+m7738wMwPf//Dd1jLRI8kMT09Pt6cuqbWgiCSA+/6B5P3jh5eXl48vOo4DTzd392M3C0SIT/snSZ7sTSGnGD6C5wGQ+4j5wsoGiAIEAu28h6rsjOZFTOfPzDhJKNxT7KQ6Znkc0g2toJeZowV54SnvjNIS5HT3GVHGGbwZdZufwXNzU8xsu7UYXuWE7DZAnsklcZmoFne3gp4yFZXik5bsQL52L3IpqCl64gzI/vJr6d6MRrOcrAc88Qgj1tDFNBhzigkAWW4VU0hPkbNgwarzdbFYdECehcjxi4TsUoSGGogxRmZhTtOC2Ye+LniYCsCmugdAM2tNvW1Pt/v7ZXf8ZNX5sfWN7Sdv3xnNGmjanp/Y2rsvv9z3Xd6++/bDH/7tv337G3/4y//Dv/93/87f+Usfv3vC+LX8Rf717ofsnj7KDIrBwvulouVIMYkr19gbO3A2+tRqoJGARoAMPfIBrQ+7vrITM+dGQFLQmDvRquGpbU/Wb9YCz40clsY869OFRsKtVJIhabFrwfWYuZSgDI/dtEz2xfcs8hNwK2ZJi0iOxhpKEJscgoNVCB/Fj5vRVIQpZtauoyNOQPZqca7OyeM5jd+bwwR4EAYdEwa/fnO2swRbITEVTnzRwjd5ns3TDeOYh8sjpbPcWKzGenDml57xM45mkGJ88wZY7IXRKoIHTUpO4Rg7SUZ3Wlw/MpjV1bUuQpwsZYOa2hqHLk6JE06k1syWwVDDKFC10sOlPU3QGZ2LJ7O6cJiZ63GdS79NxM8TLE096c4kkkQDjTZ8EPBTizbTqN4HtE6Awa6SRzSFNFI2NtMgyMc85/q4u7u/aVvWVg33OC/H4Bm6xtb7PcIHiYjoVUG0bnElapxLsptkIB+Pfr+a2mJmPT/Zcvrq0MS8WislppoustOATQ5i7H7c99batm0q9I0pFnkwBpCxdGtwRXkkKwBupNGHu6JXa0wflYn2wjIFGAUJy3hykNwIY+bCbetBBE2yMgZRrWWSgmN533czu91uc9WuPsElZDJXgMVbdgqTKBgimhXd5lXSNhchbOeA0PKdYbqM2J5uTxhvf/r293709ocf8MUvP/7i/gE3jDE+gfbUvttdAnRDeRsA9n2/H0cqWHeFFXRK2uwGYIzdzHrr+77nGWFUZWQMBkBTHrbee07aDSbjWAGMbdsy3nmAZGuc4P5mY6M3HU17jwq5JK0NNkSMMdi6JBX4CCm3imYfB4CkyLK+fTru/v2nMYbXqTYztwOADXdvItX7sbvEMagjZ4vFPGXnABEJEXkbQnQ4Ir2mjJMAWZd2JOjSLEDOUIqf+74CsmTDXxyeObMEUHBDrh7zIScuKhhYfVzOf6eQnILXTOWcPOAwAA26ldENQvLDvFmLIcam4PbJsBCq5mlG+3CS1X3GuT/lf6nNyPHgSyp2jUBEH+sFrs2s3ILGpvbIu+Nr4uUKkqRSmQeI0DnaSBJcGM6tP+BgP7tlc9l16bl79bDOaVTjbQMa9avrB2P1xjS3Y9va8zP6bd/37YwK60Yzsx8Z9peXr37vi33fb3frzdpt++KLL45+e//h09OPf+ev//W//vP/9d/EP/7H//nf/3tfvXw8zD++fPrW9O3Hjx/6Nmij7n+UFxZ1PC1rufzh3tbs/ErWuj5d4l81SRlNis2KMg+ee5fFDK+Agpu11iIQHGV8zW5Edzd3g7KNiVE/hJamjpehXsu9+ZTGmC49R8jPfwO3G02R7iyTGYU6s7kBqEjacrJW0MN0ErKiGuUZNAiu0FmSWowlBWZIBnV+6xx1KYgLPy9apw3+zBhGrPeGismNQNMVT5oB8vn+CYyicSbUCTP+JzM2v5D/W1WffxbfX7cg/3MstcghS9ESMXywuhIjeppvSiI6EmythkBUdWws4EoypUnp+rlbqtFtc8ezDbG1howdypR8cLuPyLjXSQ9ddIwxGpIanuSRv48LmHQqtHkP8RWr3vO1JQIi2eMspK3MBQsJxcQV16chW9APWbruKbdS5itaa733qhVKzGdZdccpIff7PQzozhEZAnfv1ud7okP80Jkp8otDHgcgEKS5u2EA7HeN1hoj/AjMWcS9933fsXgMKDWBRKwZ1glb4NIxFF1gUXo/dPikIyKsNROO42iWo5BBBlcgKTbe94PkcJHwZmI2IRe31phWMwSoythdkklmuI/dzLQU5gdnlcQxRgsDLyoyhtWzFsliz9btgYU+G9eDnVVUVaYiyRHyFOGb6UMo/RXa0GghfNHZlM8CNgNpZjeAao0/vPkxfvfnv//yl3/n6/v44Ycf/vm//Mbdv/60/eY3v9nf/NTMhgdRTn/q7eVll+S0McZgPvWJG4y99x5DWXpN5ikOp9vG4zi2oM6+35+3m7P13o/jfhwHTWZG3lprndi2bX/5COBmItn10cy++nJz//S88db2bg2IelK35AoHeNFxKt6ysxosJSrw34GBI+Mx5j4GBwbCe8u4S7Yhh6/RBTnocuesy0+Jd5kDUfBLEs2wnPYMyyG0WATMUj0pJwcQUWpqS2vLorhLi80jNZMgZ8GKsctzTAaNIHOMqBRu5bzmXKUHLKircgwFBMColv1LOnw0hW+f8ciMwxm84h9T06EiZCXPsxsA63/Op6y/Bobk3EQutUTTFEUdCUnJO7Ma+mR4QbIyTcCtKn5CDQWPdxbP5aNVsGoXBTkeFOwValex/OUNuacTro2BAv2RdGbSv5sZ5TseTn3Kakb7SNpm/ak/v3336ZtvLuZZ3mg/ftP/8v/kr/yFd/pH/+gfPd/e9t5fmh1bf/c//Df/zT/7Z//cX/238PYt/vjrv/vv/fv2/tsfb/b+0/3juP9yHz8M3tsQS52s949TDqNzej4xcIruqqhjNZ6fn/3+ElPCMQ1qEjJn2lFK0o284llHEfOW0uRHAn2OQYvpEaf5rFqdc9HypxjbUBIV/5mllkRSnTcsuzZPU/znWNosoKAU5MMGPYjEXIepEgO0IatQIjqVGLGF9eIpz9eVX2KWGXDuEAZHdbmdTRKs+GUWxlxlVbOmPDDE8p6pT843F53N/L3lAoKe8fyms/Ro1SQriFkve1EpNQU6OtRQufUILNfYKrhDOqOJNr+t0mUYbioGt1CPwnTSyhXMisAZMoi7Kv5CB0QdIW9AxB5c2SiwSTp05DFvQINcL8cOwBI2tRDiKDSUUKkbAiJOWh+Hr5Y96vUBdPbho5lBiGS0OVHNvyvNU9D3Rlo5qwkDkBiCkS+wLzzr+INbIsBXkFrXgcqfxxjJWFxqFq9enBXMOc7ujPWmVIxT/CT01qLALBpHtq27ewcd7GzmgfbO+koneT/2aAW9bdvLp5dt26KAjJBZ9MMOa+k5AaG+PVjHIioVTzl8b62Jdvi49QZh911MOgMyGL4gAr0Nd/lAlEeQMZMukxE0Sc04jV9R0QICLTGW5wy7XLcqWQgjGdVXEjTYzSw49Fg4TlmSqcZQAYlkgeyXQVUNkjyqoNWsDQ3jSZwLIJnbplSZMeeCZN8EUA6svBEWZKr+w4b9x00/+rL9/K/+GXf/9Xf7x49v/vW3fr/fvX/58ePH7z4NSc8WQ5TFrUXi4+XlBQUoyR7xyHANpgy1qFbe76PhmXr37t3xw/ckt3fd3Td7Po7j46cffvazn7x//83tZq1z29q7Nz999+7d8fGbn/zkJz/7UTuOY39531qT8cOHDx/v2vf9vhOQWUxZXYL2dJDlFofZbBP5jYgFDEnKwVg5eyVodeGuVjrUSM+QdUxr5FAGhWLRhzSKF37qF3f3pEaO+pfYnkvx3IMqRCnNtPO8atWYQOIXfTox34xPNFA6CVlYUcPUqo/GwN3n6VviFqEnlntr0wtylx9QEAd6FLCshVu5yDIgGwAthzVzuWA+5SokQGwafaFsVXaD+vyMLyXkcVErM7bcc/qaazyP10keVkXiq3mbwBpLhVk1P8EM9NEAi8m/I9PJRgruWVqkgjdRTVh9CHRacI5NRXJZsRnhmxh33vZcqNih/ub5+BYjiFI5BDy5/+jNmy/a/Wfvnr5on/r+ybYvjuO4/cHv/a/+9t/Gz/88xvj4r3/x5i/+xfv/+f/yi//qH/7k+EDyfbNvx/HNOHYzgcNHwAKjDD7BH0mv3h2vmtFVPOpWJ5Yq2WtB1R4ODIPnCouQr9eRMtLGjMBh7mM0c+yw1tpm1ntvYAP3hYBjxM5y+DJqnKRX7D+ZlpvFIKOcW5PBwRBNRsIHUI4dK2mdB23FNB7zCDRQx5Tz1NXnsuykSKxXbMQFq2ky2CMzxVxaNZExuQTKYs92wwVnY2qSaG/wBsBtxJzMc5EDH+PgSbuTC0VSblBWoUbzZ8UXl0fyqHzDcjrOU5OQgojRNbJ0lVsmSVMLjDE6u8kijR4ixDpyp5qoRZjQ+QJM89m1xi5RtClh+6J2zk60mKRIcf9OMAnVmYEkMMKEvXfhALX7sAj3AC3dtr21NiIySGu9j/3wqkVpofHVy44c0TvMds5mrKcggFG0cRnLxBnhHmMoRnogyrgvzQlzT6NZamBELgtXHUI2dwT5EcOdjv4W0KzPwzKvGZTfAwK807pxj4LpkrQxhtOs2caI40RKt7l7pyX0BKUhdwMbM4DY0bqkQo4VKI7dMwp+6IBF6N+lkUPJCBB96zGBF0IECPMJCRAWicuWCWICEs16pFNTenofxzHGGMcATcZ4+Pv9vm2bfDttsQySIoiUbKTmjpYDCCC2mAtcZgaonueswqFbm1oDZMgSIxRDgGBvbd/3UQMgJSVNsVcjRj0jM7zpx8mWmSfW3WOCG5zdGoBxDOtn7UCqiBFU8kRMzQQ0fGvWLR7xkPTmJ5vU/8LvP7n7B7f379svf7gDaHr65ptv9pcDwJs3b77//vv9CT/+8Y/fv/+w7/vLfWybHeMeTvj9vsP9drvZ8Nvt1rc327Y90b/88st32+9KOo5PAN7ecLvdjv3lOI43Tz82Mxnv97uA1qzZTwBs3Fvz56dgb/Lnd0/fb/799y8xto8Gd1Fz6qJIuEe2t8rDMVwe8E5RVJcN1QZkQkpLYdkR2lgYI3kEI7guUjRmp3AoG0AWZilmShbcP5OM5/mcR7FZdr9fvWGvzmV+LoQQr8JJcXYzXBifFhDlt/NYsabU/LbXxF4AaDLjuE5yZ4A6aowzhUcNg5EmeSYblgTrjH5N+IslWx0wrtbDVxw2b2maEE7kfSW1CvVNZsOw1cOqIn+FvS5mab0syrKuYBfVoDd/E0bQihd0bpZdy88X1em6QM3H12IdJyewr38C3AzHcXr4qBa83u1o9vz2jb+/q+JGb8bLFzje+P5P//E//O5ZX755/kR89Ts//pv/zv8G5P/jP/w/vn///n/8P/hLx5/8+j/99/7O9ie/Ob7qAH457u99fKCN1oeOOCdTYmltveclD3WuW/welg3mSHUlSi8vL2zG84zM7sWMyAbytUz4nqG1FIb4Tw13d2wUBAMbmrE3NR88iK1Sb595rZB0VnQAiDyVos5R1JwmJRCtmoQfr2bWp9CqcmRA9aNVvBNX0fKU9omNPKqaHFFwFzG8vnzL5RTELZPUgv6jahbqECY58Hy612I2V6PkDTFidWnqypzW+vkS3xOhYtFjRAM4xmFmiaSX01dfHZgyhzHWbxDUV9F1XRbT6jvPXOeyAifKqe9an+iU2AvYrvM1f7nAyDx9DrUl08r01rxZn/LawKgxU8UOYzh7DvjRiMqmh6/etdNp7DIZ2RrHQJpaKSp6W8uZ4FP/ewK4y62GlTlBweKZT8grqU7ruYZxkcMHiOgxiN7z4Lbc6rnn6h3jI4C23SRHUEDoRs8Rc4FMZIwUVkFDBwhF6NM7y3gFM7BNgioBuExJr62NIHwYFY4hBAUoXZPs2+juH+8veRjMRlWvI9VKrospwq2DZIwy6+ghAATNjSPshTHnPTSoTCmPbdsiIRtzZ+OYTWJDKZ1Wye73o/dOxGBfjKVQPTykPDwzH6+YJ4Fp9yStQddr9j0w2cW5CVMHAHYmR1aKd6shmIJTMb00SP4A8jgGhEkLTDKSzqFkN6OUwYub3939Le1nT7c/89O39/v97Ve/8/79szvu9zvg5BfHgeM47p9+NMZ4et7evn378vLxw4cPrbV37969eWovLy9vt6cPHz5sFc1tLXvT3N+Q7Nh7b/ed7s2QTDRPHE60hnEIwEZrt22MdTiVH5/sY9/2fQ/FmqlzOJDMfOuqZ7T1qsIAiO7uzRogjz6BCJjXWiPqDVjzwdEi9OGejOeHXEvsLo708i38LDKoGm+WokG5uKdHu97qKgAXIFicN/PKOQDtM32R1Zl0Upsupw9RckvIc7Yakw3ZsgcA1jLIofStLzK5fhHgoX3M8IB9MvB8WqN5MxF3zUVBRc2XLYvjEqnkzFtLmEb7lc2zaaEjmb88eD01W2v9OO7r2s4FvxqDRubciBVJoKqVr6gRMyoJ+PqMqwFbX/X7RU7qhrBgiNbauPU3X33x8fvvADYHwL/0e79zHDu0Q/b9++N2u33x1Y9++ru/i5/87L/9+3//SeK2/d7bL/6j/+A/0De//umb29d+f3l5+XXnJ+Mw2zWC36snzFoqO2U0W6vHJgXxmc72pA2PmwUgZybNZCgz8LA76yLnyuAUoRVuRs1otApBrdmt2e1siJ4KwT1qhfNTxoGTVEvlObDFnJrzZqb5mHcVFAEJuDRFaMoMUYngdSND25sWeTVHxQ8BnPHO1aUJcntrIOfK+8P8m1cyY+Uo6Iq0lMMFotUp3ONQDSMgBckcpKbz4vXgB5gp3WlfLre6YCxJiDkogASrySgJYmsNAnzMRMRcvcAl8b78a63/7OcVzt7hvFp0QK9A1qgzKe9mlwm+NUsDayxmfS2qNXVFEH1I0iCQJyKdleA3qJaO+IZGs3icNNkRZjtZbJRZz5kBAKOUi1mEBqxLmnrblshrdQJwnspVj12BQU6HmrHhWJPwFZNKI/6NTtkxyFZREmAWnAQYaL5rBG24E603oloXNLTEU4nR6MIx/DCy997Q932Xu9VzRTiJB6wKdLBNCohpo2Ej8md9i85hCHL11iz1PgTI5eLT09PYP0mypAGMGrs0LeMY2/Z0HEePHlInZRuEISXSEoCn7ebudPE4IMWULkE18iOJXUAUFevp/cz4cy29kTqOo0gah6Ck9q10ifuIGEkkouuQZxoXSxhkMbTndjLo7dkIWESrGWf+0RIzsGxA24zKuytGfWPKTIaCCoM0EyxLazcc727G/Yet++6029Oue2vt031Im76cOnT/4mY///GPXPsYLw18ekbTD2++svTXB8gjqh/yS0Xp6OaebYto9K1zH8OEdgIXtpiJSQDYTG9u7c2t+f7J0VBUGkjf9fMpAIvEKMFsEUaFwR9NcnCGter2hcyTSz2y7nTAlPezbFP8fKqkiXYkhVe30iYHR+OcuqZrhegFQyS3zWOwcH7PfAqQWlqfJR1Z+ZrFo2OMoDzA516ezfaoWI6iYkoFl9N2UgOyJcXgVXYdazJrNwskVc9cyylDE9eGuJE5tNuX7sVr8C96memvihfn1eZ06bnnZQ5tRvvWD/JhJltGQbgwr6myYZBydFXMxdSSkn7YFF658gMcZxVIesZB8fRoyOeePqDkKVKttXZrT3z6niK5yVtr9uHTm9Y4FINRye3+4j4MX/74w3c/2H3823/4h//df/Qf/+r//d/9uXfvPnz48C32D+PT+9vt3uUeTDGttRYlSdG5yYE5wyDSMknmUEtxSmaJzaywZMzDQzzfJc4EIIDCxSlieBfxn2shnQE5MjbL0vN/Jho9o7Na1mrueMi/LzeZYG4ZMzh3LRJq1lp1R1YOPQiwAM/aslVLx7+TeRFr3u0B3b7e3xVBAjAMgoOJfEP7qlZRRaeMQpz+KsZMVB9k8mLl3KPiiLFkxFcQIXGd4aGC8pJaYbL1JaXl8tNCnVsHAO0Mk6cra1HNO/KvcbqBaIs0ZS+a12HRZ1K3YQfjcU4nJOuvk/EWiLOU3S7TTz9BsBOucOkRkejYX4oSY36SlrUlbHVKFRU7QFUZcq6Dig5saqQ68pIcZhFvOu31YzQRA+dUzBIbBzQQMe0gtc4/z/usPFVC82XF4v51jMFgECm71q0dvk+xdQ0ADW6SBdUPN7Ok0jTLsMtxHGw54jel66K0QXKM0cx7N8LlB1pzP0xoUOR8dg0APZhyWhz0os0EkDNJEiRJUvJie44Oa7SgdEH61i18/+O+W3CMU4LMmtxHqRa2mutKeOwUxIUCIEq4kmsn6mZAgtWRCZAbecjT/0NGU7IP+bRMSxRkJNNH3BQB+QFglDyGQEc95lQHQxcyi2n4534v0pMoHuCx8kKtjQKxSUQRCp7btghZnYGZ0EEURhHArbcxRksnYDRTbwKcx2hATnWuySJkUK8MQQP64ul2HAeGsh3MODjc3TlY5d44nECTt6T+oomhenpre01yk7LVIsBQp94+bS93+ksSXkePFdqNZE0unM7rqYvmqXudSZxdCKGxQlnEGg1NtJjd8E6LaRqI2o486llOS4Y2CUtPxFgnC0WM6YlOIzSV+LwTZZ+X4nnzppyzGg9J6jHv/FKevO5spMxSSWGA6As6seLcV3rtlX0gLQbJ0dB9cFjQIQVjXQxYg5BTv895u2scERn5mJNFQl2amXmKcdXU1tyCVdTnTc51mcdhnoroevDZh5t5V0xw0VoreoJV4WKenfmbP8VUr69Mc+SnIoq5fioKWGP6dpaN52DQ6+vBLMkYlQT5pOX5xpNqGiQzmv3sD373j/7ojzbXrdvt/tI7jIMgvMFFt3F3fHzp4l/6g9//F//1P/pn/8V/9bttez8+Hm388cv3h44X74MccsekcrB56tmTPyHL15AVXdUxcL4CL+aJjssQUSI7o01T7QCovTiPXvCaxONFWK7V3hgpOsxgZDPeuvqjoyIpq+gXe19LHAznjwUDS/y0bqzN4R+n/1Z3UadMGfKKZ1zXQRKTPSo0YUyIXhK+FVMo3J/7v57TGXbT5BCJZGuEnOIzKRuJsxTjSpXs9Q/TUV+L3Hm3k2Z/wr6l8aVWjIA6w7ox9ZFy2pOdE2nTEcr4bmS9PSdlhHRDcxZFQ+hVzqbaEn6d9AWoKtu65fAhHmcV1jZZRt8hLjHUWlvm/QMxyXf46MbKa4SLkihb8nam4Eu3LrSgNd7tcg/r+y3I7Uj3Q8ViXneSFj8kcIqZL7T26zWdQYjN9U7iqcJeT3qvuSTTMYgrb9sWXbcka2K7A/CxS7qJDZRbY8sTlAC6qwrJQhLMIr42juPopmrXpkh3hKYYfrh0a01SEOS5jggfSp4DbWmyHCKansGpMgAdI6tqhyfl8X6YGadhS3uR48tIcyVTr3WLSil3B6ILBmjtSCqpnBySJ9yyJWIVptVo1dvC+6S7otsCTAPMynHwFSHPNEzzuTzmk0okh4a7n/lYFrGGZYJ6iROc6qN0jVkGwAIwFANzaw+u7QSjQJj/bLlMb9uaygtpqYPajBdivVSU/Tnc3cBuDX6UApMYBbAuqLlAa8dB97jxoWAMdms19N0dUuZ3M7CBOKGAOrQRI6rdq9o2cTIQwfUv37Zxx7hzAB7zItxJHsl1NMmQVJG/lDRFM//I7LnHXNpwPHLI3qukKs4oEQrWqLj0jOschYv5BxhkLoswnLJx1tvVJxfnZ/rTrCsXmJSaGwBerhf8SVs8gle4Me3p9XtJxjrniPeMhYdqCAaCgBeKebsApHHlKc0fVGpreHafvYZNIcnNNhLBEHm9jgHMaX3TS3lcK07TGGdzQAg61iqr8sVozUTPad2X5hG92gss/tXD/T/4XVELZe4Yst7mJpYrH9/QJDdLzGfWq6j0cXGYnez7FK1LBeG1GIAkzWnenvr2vL25jwZxeLTlmdFgHNycdh/4k1/8T//GH/7wX/43/9l//J+8ef9+27bf+MtxHL8eR7CBrvtYGmbCkXMjcs1DXyUejI9k77cQUVVzOAiLsgc5weAujavZpLPGZ165wvZKcoxoxs7bm5ttfc0zzjPVauL7QxHY6/0NqNEX8qPl8XPxP8cyfSmyjF1ev6egHmIOXobTqihe9XrI1X7+dWrECkASqsqBiPhkQRFcJo5HRpXXlwxwtpLOBF2zaJOrqBUARYJyZJRxmbJK89CQBFR1pah8VAILATU1vI5qLqyZAVHa3tfbizPnyfBcT3FVAlJBJephi9fcml8KpmMfL5Nykv5W2Y4cDO2xZpnIJlEiOithWKl2cJlXwWbBY8cc1J53WDK8APoskVXGC05zIAnjMKAmAnOVmYdykSTzgpvRjLMWRYpod7IFO8F1NmB03Jm5e2eXBIOPcQhjoDWevIZxtWMP3BUMLCGB7o4xDPBBM5sDOd390+G32+1wOppbc/cgXCPgsdpAZ/AsJP3MqEwWklMtcaskUVTlyPvtNsaQD3eP4HOMyTqcRmvbFk2jAMZ+hEcgcdZLSgpemSkcLLqHloVLAhA1f9PY5j6kyWm+YLd1DkFdTbN1oGDK5TWfK2y7FEM76KN0QQrrKXC131O8z/jEYp8s9701hzczjUMYPqz3TuNxHGaomoZ5M5x2JIYZmhGwYDxaSTjzNryI1eGdoA9LTiBJcsDA4cPIKN4aIccxIjAudZph5f8ISRvniJhshvYIkU71IQWDWSzGAZG8dbx5ap/uoLTFOAORYKcIOWySCQTJGnnxpM1MI6pbErcAcAUnfjyxXQ8trmAu9yi3xGf84wINlTzgSWlRntYpD/gtrwuoKlrmghQZjJy1BLFC0+CtqIUV22utuT/Wg+ZeMFKY4bfB3TdrZpCFjWyJ6UX4To2IWc+VXK3vb3mKgHQZcYQMBCLbAAC9vUlEQVTsMouiItaSGmiVjKs+j89Y8YcAbRGtz+VSxUcNMEZuZTUenzP2ZSemUf/MX5eyDQLAOEwaQ601VNvvIjN5unBNwNnyzvhNNH55OAax2NG08Qr4Bv95b/zp7/zo3XefMAYHSapRMWmy2ROd+6fxn/0X7ac//W/+b//p9v1HUvf7p2+f9Wnc3+8YAyPD/Y6cTFX7uMjt+r0jKIeuRWNAVh1F5iS0ogPReJxlOEtpGor6uBRRmyCs/JyIxNSeEoO29Y3bLUY9hn81ly54djTIyP1o1lqvOZDzpSrmW4XnYa9pq5UNiZ2pzjiACs9nxa62mEZeuyBWeVg09ikbRVZyntx5S2ZB1yzX0azNuOC8c08Pflk9LbGTeCgOmkfad33kadTJIJ/IU1nk4YOoOmNGdjKuPEAGYgqQcaEkOwFZYkH3iyyRBX2WV7hDqxqphs/XTnIsmkhYm47o9PRy2ealsh+/fpbmHi2nGLl3JGmNlfkN4pKIfWXLSEHPqX7DhHqMa89QwixLjSqlS9XvTP1DoBff2qJ2Im73oIVQWmvKzESuJMWI05skLtyrhw8/V8aCeiQiV4C5BgsUr03EETuMhhtkb3WQDc8VM4nuAa8pa2hdPgS+7CDbmfiKgAutJ0fsaBigEcg+WaPcM2neGJpDkthTzQR/soBIDNWK+HEcVODCkzdrPVoTLM9fHsexbVsUpGMCGqDRosRgCRhwDGc7h4hjmYRblIkoKYcOTcFdE6mLxM978/rjCeTzSXFREPMb4q5i2LPkfpLxrqdiBhodcIqUa0DuQbkQ1ZAo3Dl9ynydORaGpXR3Y5U1CUiu4CpwFuQyo6lE3HDSYpwxTrWYd5QLpQhjAoGdB/xcEwPgIwYbt1pcZkgXDQTtML15+/TDHS6nG0INkBYDJuTuo6U3GYP95O6KmrlVjSRLMlXVfCkqvMbu6x5UDH/rjgBJzRrKAUQSJp7B/EQMS7F/IzmW5AV/S43UKjwBi6MZfm43gLUsLyufFhdivc8oae9l4FM5EZrkZJUaDpM2JfA4jtY73eigG2M4Hs585RxKtt4YMDNZLbfi1RAOKbaOr2z0Z17racqvkIDZsXt6w60clHNJeVaWlSVuZhaTHtYlXddf2XJKQYy3RWJFmldusY7tVDXXu7a6vsgz0hN3O9yjxhZA0cKP9U5mGMOwEb7Bbmxv0Nzd4KwyzSCibxxj//hf/l//k977r//Fv37b+/vhY4w/ueP7H172zkEeOmrZBJ/pCyVxzHx2zlaaqBLmLMATMeRBryqdsh1VNVEntBYjahbYVbJbWcVhqHqmiyKzJjLq9thbu209hvtU1NZj5B1kxTNPQGpy41K+X2PW+oMSvirkJf3qdvEHECblRHwAImW/wi+1s1TLC+Kr3nnFfJyBnLwgA2aF89wWWR3C6SSgVHRy+6HZOSUMzO70HApagYNFhuOzKUhR98wI9M5XC+e6adm7vn4ci3e3bOtUhqyKRi1/PfVPVZss8m+URiaFl+2fmIkVK5WkbH0olBRsdH5xHT/7pS29ZpDcasQDIDdW/Ux8VUrvknlPZlZylfCLc3tix6gpXQI9n9MDtVnuUeivAlXl32ZxKuO5cqwrAEQ9vZnNoGPeRgRie1DEU/LDj9baOBzVWezunPUVBjFbXrxQhs/a6AjkD2by53rbD4scYYhUTWakzCzJzpoFkZi7elTGRYQr5oy5nyN0vOrc3L0tqzaA1tvN2nEcUYo3pmcA3VoLsl+v0fLug2a0/hDVi2/JBubcucA5seI+n7+gioZGx3k8Iuow1yjfNcO2yxfNc7LA0wS/J8LLSkEhEh/zbcBi+T0qY+KgBq9Ka5wNB3EdKrn+03QE5wzQGxxuDdkFRQejWQRLrVjc8wxl5TVWmZYEP7KOzJNWdSTViRobUJTrqjDxMu4lVYjZGOOoxx8jODZVJHc0o0PDR3BZLez29fjDk4GRfPv2aYx9Rz+OI8orbIPkybsZA16CodIMNC+aPBjieKeuoiAxB8S1MZwR4TMBigLYkdXGCOIMkpeerJrnm5h50pxe0YO7V8HQiQJTQjK+fqL/B7iPUjTZzmaTlzslJG4lRtKlEAZtPTFxw3qd9fQmlW7uUjMzCy8/dK1OL6DBTAaqsOWZtp7PuBaS1reM+Z9cDNIcuU0mSbLFMCt4Wa5ZBMM6ZXBfztTlWZaLnycp0XSzVvztWQ6hDD7ZxGRKJ35+YyxqXn7VIQ4ThJb0YzEwAdfX3MHTMbh2dbwyCc4qbVz3uh72MPNn8sOnT20cmxl40MBmMPSY4KX92I8n9WN/6RwY4z3wad9/c2h3c7iYFG0mk7I4Lcg6aG12Sj7kN+eD5HnR+fsIdkT0OoEFAIS+OgVg1YFzKQbqvNRr/Wst163ZbQ3LRVNC1EZjGeNR8C7TZ6d+5igzrtb6VDUP6cWV3Hu9E1zPy/pLJTltgzR4rNguHlpC0qGHHp/9QJgzac7nNWVHeQihu8cozrP/FwhLXC0tZxrpQc+sjzAtwiV5d4VlHgzDgF29LkkxK6V4QOPKIDkeQ3cXC4tlB6cdBMJX8mKti9q4kMbzLEQFf0DndqnGxkR+VmMIzj/VvIfokozVdmbCetxfttbAA8A40FrjHOEoBYWvRwttQasJ61vLI+xeHENxampO0hjj1kJpjKn2rT0BQPBL2MhTryjkPisUUcnoSQZu1g6PySUOJKavJtdzJeeCmBndmtmhg6BhPJBjr3om5aQZgBGWiBhSM7RmGiDZqiEpjtVayDgvm13YxwH41rYxRjQgFi1d7BEIdvbmYwQBSFw02JdGnVIAEZ0KI8a0hAi+9uDD9eFoWUAWdpPZe+MeCcpmrUWvWVZ44HoeUMfPBpnDA2JpMobny+OlcbIwoh5RljH2uHlfz+Oi4KJTYKCwRc0SyBmmcdnLsQ+Aosa5vkvU5KpA5wmfcakwmT4GeCLOMUbvnZORUhINpEd9g1Wnm9HpzhgcWdTTUb5zRuk+o/hyeBBzRhAFy0mLZatn7Z2gakzJWjkAcbzzBAFE682PO+YcJJ4cbOHdRkVRo4O6BY9ntMwPl0TrknJQXrGPijBFpSMMQDCSY+HiXF4FI0zKUuhRkchF4pfx6qeDi6oXXID4EtKfGEgS7Kyt87KvgWhKFbLgzvrvBEmnU7wCCJJ89UQNjNbFmRpek3drUd1Jc3K9TtohjOiajI1SzCtEkJov1qV61nKtfNb3wKxRMIrkbLbQrLrL6EgniZhhcy2QR0l6rLnDIFhwK4Eko4HA8qS86nh9ZcWnhZ7B18+BsPPjOp9USxCXhRphZruPLD8P7nSJIwcoLbeRtDWCnI4GHD5dPFpIspBoOE1CpOHedfvVh/d97PQ8s+zYbp3NxcOH3N1fftj3fdfH4zjut+df/Prb92/eORD19BUXckCWk8TOx/TXFcyXvMTndzkfTZL7pNVdP+JZiDaRgdVi1DWJtVDGzGCE0XqLkfDKaR2c5+28veSlO7f4Ya9fbyVJpA3KZoJ5YCWh5rGekBFInxMn29lcGQBNPerFCdbZjBhEutaxDHMBfa00yA/Ed56atvceRldK3r7cuuKXWYBUyD9UFGNTZ0Z8Zb3hzwr5OM4IU/IJp2t/ARkk/USQNWmmNK3lGFU8Rt6WTWHxg5bKx/og5TCkKORcZsKlZajgGUzBkpScMpmWMYcjnO+Mp7PmNFdQ30aHMiB3yDFG0Ja5HJqwL46iWmuRoMgvqsrF6OV6FLmYoAOB6GzjGDmcJl36gFMqtJkxs9ypVoyARA2TvEBqFRiYEjvzvMbuwxGDQAP5uGYAwqPBaByvDogBFqpzIMgsTpePvJQMlZB4pxnNNaa9drmkjbfhIyiBetzZNF1jHGQjm3SWNkcF1RJBjWBmE2oIL92h7XY77i+ocsVb75389PLBxwh8lHzWOUijsdI6lcYDUtEUqok4R+s0O45qcmnmOoQRAbRVsHLpp+MzJVvW2D3HvsX7ACHH+KVYk4ugY6YWgj46lZeMlNzMsrMA6ZAAs6ogGikwa6OM3eUZU3EmP64M0ETidfMkM+zhUDiePgYnB0O5FHZK/3nYHhSH0UVnhj5OeJpp8XDkKyut8mmcg8ZM5cOvMZhYj8lUEmouujNh1jr9zdv2w/eDNjBScWcAgGRY2Rp1ACI7cJMMM9HPxeQggfVqylJ9SAi+ohCUerXWjuNABn37atfXw+nueWO5i1FaCDNDUi6nf4PfntpMQ5vGAcASxqg3YK2GwbprS7efLLD0+tlChPm8c3yTu1NROGvLc4VU2Px53t55J1e7W8c5T2KsZ6xJ1u0tMobWfVllkiaDotoDaf79lYGvcE8KbQGXqQ3XxfwsJnhtCGeFFspFDMScganFYVtjqPMr5l8nW81c55DqsBZtbvzZ1RhFu44EYcIAyePb7277YT7MLJocBzQgicfh7eU4jsP2l+M4hvZ93P/Vfrzf+ILdi5ejXKl1p34rPDqfruLWp1QvKfIZqLaTEe08CAXQMwMVsWRN1qvqGyWpaBtig/V2e2q3p3bbbOsT560bF4ndmtVw2an2GSrjzzyjmY2l8mm9/uzHfJAxJkWUFmdJrMq26CkNXZds+nJVG3sQU2jO8E27wZgXHFhJ0xiVRHlVqJ6HK+wCltKFRQjzbrNYpVEgHnQ+pWMBf4OkDreWzAtQe0zqseUUjcm7k/fmLm+InlKoBGK6i+ECAejmcXYBeLhz6clcdqpuUgmMBEmdNS5IOU7o0NmikY2AduocXr0R6azDm79Zt3UqTFwVV1xkBZHzzVOgBiTjgNvixKx4dLECnYAqe6cZNTd+FoJn/C8TUf5ALKGkuwl+l2xJCVmwhqHUThQMdCnnNQS1SA4CbcPHZo2TN6OocOI1xmBvGYx4lXGyScUFAHDIYwJGzUCCGpwdMdeeXYCHEquysqphzP/z4aEl5+qPQmCAhrvGEYFcukh7iVQsW79t+/Hi7r01BRmABLgEs+11ypXM1pNYsNY4Y1tOgtZAwRXU0COOem/NpjcWokkgulzn9VtrPk6PTcnfc/a7/bbXFK/578l8oRgHl5HFUrVdQjDFiA1mdBuHcsQKYAjVhuC1MVttc6jMhGLLTbhZGjj3qJc4m56wKheJ4RUhM1xtubdTRuuVAjEufQS5iPVz/eZUuMmnGhZO3lrbOp5u9vZmH8fxAgexl2kRgwpHM/Il1aA59izPkEIFY6L2q/O03nz2K2GZ+hCqx4fH9D9iKKnCaRlpIl95frW/uXrFaMWiKHoEcFdoIq0JnjP1tiKtBxM1of+J58KdyFJcM5o4zIK/NlqwoxYTGk5gA54WLCiJDE5JyQWb3x4nKC6b3/vQ+RhbEZ4IAK4x7GaOioUscdP4uojBROVc6xuZ6bHVlk8D3FqbrIcPyYj1ZrQw6s1eitfvIcnBhhYeu9ujVK8JxzDkNWARBP26HVMasxVuMSF5GtLWHmQyzWSAUPvWef+Tr5/vg6HPGhz6eL8fcmAHgBcAkO/jOH6w/YX3b8Af6B91BzFydoi5e/TusbfVEMbevE79h8w8rEn9PiOqk/oVdk6RWx9NS67/soCF2GLNSMoII+3WtzdtyxrJeTMBBVyOhWYorjOgSVDyoKNev3KvVzubZC4AwGVRzp2NGGPGnxKEetnCFTrMu22ZZoaZBTPZ2RNaK7l00YYSKLKSEv55teTMu06sPoX2vH9l+D1c9Yz2BUSLvbPArgQkI4hURy1Us64u08O+FzHy5R5kFXzNHLG5A7RQACNGujBxSbYUfI5DYEATdJyqm8xc0IVMCnP3g4Y9ysrQzHL0S1YzJ2SJyUzLeQzZ9RVvRbo2TocW7lsSQE8+EAD0GZJnEuOOzH5QtJMoR8ipXfmxcAkSAiT3inLM2lxz6er5G5kT9spQZoXope5i3meLFHDFOCdQmTRDOtQ6pmitixnDA9mDVvpc4ZosksWgYwxtm6DD5XIMkYRas0jh0LVbYze5EQ0aPjLAmAKUN61ihpPLNXKks59edSSJsw8z0DFb1j6705pIsAn0AXKSwQeB5FlVrXNHpAh2SjP5EIHN4HkecA9ErCA6BpuB9ONSizONmUFwGagx1uNaM7wHrkph9TwS4xrdvYPrLj6cPSxl9SErIw5JxHKTJsYgVD2+e73TfcLrVFtyEs0zDixJBlozLd/IUqOasR9LGsgxjhJ9B7D7aK3NRAlqmGE8djzjWs4YeHnQYqSwjJHwwpU050E6jcdtw/MTxuF2rB2ds0weAfIaKwMZulAwmhPHwvAU6zAijhV2O6v38mEfjtZc/EUA4nS11Ewks8EiiqozgrWiap7TM8dD38N8w5SxWYFMcqrK5amXnVoWLZRCIxLaIpBImTGyGdxpiHqwqH5ghpGDIABj41OaVaNXz1oCdJm7aOeazMGgD49TP1tIF1ndu1XXEgAiVnJ9rgdI5COYPl77xOcX8TN5SZdGa9visvuS9DkD2KskB6DxJW5hAmmTc2R+an7dCcqbefmrBS4DcgFg8PnFGq2Z+yr3CVr1OImHBBPvL3d8+PgkxcxJxeBs4jj8cLj7foDk2Hd3/wbHXeNP9k+j4UiR6dNzi7rFdQUTql41zbTxMHqe5TBcE5R7a+04PHLBS4TvvEJmVF55gLVbLiBSpeKlcXjbNmvNlthz6CsJmAGSJcN4CpsaRKJVqthmYcMJj9SUfKkF/q68MSuA4xJZZ0XFSgLDEh5Z4FNVswBwtj5fAkWY6UU55dVoeHEbJOgYjRwcgIg+P+sAeUY0zWgYSAcDmlE4RkMOvQaCSY6FSj3K9iMJVThR+ftYoWSBAT1aTGE0EEH/gc9t6Hrea9cagJETJmy+LQTGy4ohbyJP3+5Dk5cxpvQq73CWB6yKbmobJoinV6J52c1lCxZKdkmXiQCL6iB5a33f9+xrZr7hoWDxPCZzEeI9fq5S7lda/5O/PXULQaI17sfewDH2BHMRD144aRjtrYQPf+pvULql+p0NQIy/i8ioF61May1QY6O5ZolF7GBSepPZCRCu1IDQMgqOJMehwHCuWnKqXLhO3V2tAzmtuEP7VHwYR5s9Yiq4VL6vk9Go7NUgM4JrTcH5lIefEdHR+ZUAWttIxtgMVveQlLNT4+TLCjtacbCvJMbVrhgygNmPTRN0yJu1WBpLvR1O9xkDU11yigJNJLZ+m6SIKKWves3aAABHaqgYKZInUOVeIovBA/ifzx5OiWecNo/Wvu/Pzzf5bx32WWyILZ+jhgWWRBskxDUxloa+09p5qcgHbDQlu1Q/DZyD/+TzyGW0oDoE4ponKeADuSgA+ujEm834vL2M7eXlJWhEfAFSBU1goLFV7UWmU9uIYO5nzPaDal6/N8Uy4zFWnbnT1S4IizPANs1MUHzXIY+vCNjx6Gw1cCIHv8Y+kUrQV1dh/n5aZV7+tMSZRIBBBx+/2YwxCbFBVqPO5vZtnd2WgC4Z1KA5h6m+uvfuC5a1ZT5aOpY59dhm/A+1U5iyF++MitCMRM5HWcI5UzsXyzaAGP2OpXUJBUAJqCa1T0ON0t2SljT+NDTn68GoYELwMkKBi+fbTAJq5kFOfF6vF7pF0zbnbx+r/vNbhszRntz/5Fe/+tGAR5BBvg+S2LqBduwO4JO7mR2GfYxvnPfBF3KX7hHnudQbGxDx/vxV6NWHR/ZlusmfsiDxgxf/UKKnK2RfbfMD3yyZznsUbIxm2Lo9bd7Yr0ULWLYegER3JH/khZYlnav5WbnRDGrS2ZicIHXej5oqyR6EtDHUS+40i6jbYLihNo3lfKgVe6rCFsExSeZROu+noBWZVgmnQrgAqXAPVJQxzFr7bKXMVS3ZWyHO/MYQ8kNHdEMHj9ZcRRJjjF6BCc/i+bn1DRGPb6bssbvswvzewkyrnGQBzKnZagXO77q+JoyLkVz7iAiozcLEWqVLmhUTTumc+1J3xXMp0AItSmrZFnYhfooEWnLrShK3baPOlKDXK/G62QR/kpBGTZKiUKfoqGQ1kiRyU8opEQSIhfZBwhiDG9GF4Ylq5z6K1GkLAAwMgjZjZJKk6PUBMpyR6AIJdc5l96J3qb0OkvwgLWTfzro95htmJwCJmedtIMixqNxIwcUUh07K/aAZoNut19eL0m27jTHca7R1I6lt22ZYtdlSMJuxyqS9NaCGP2QIe3X7zsO2qIBUUsygmxmdCVas2AG90hBmZnbJeEpKzyPA+YivCOUVU1kiOum0ijAHat73TPYv/y7SP6QIHVawJDuYqJwGd6l6SGCUkaoUyvhDbQ/c5X582s87x2d0aMROBpQc1jlnBr/19XCcIFlrB2a+9KJ6yiUyADKM4VioMtcfUJhcUBAOFO1AvE2s5p6YfP72hiZ+86I2VHVdiqUzq/LA6P1nM7MxHiZ31ctydosiQPeIL1PQUZC6PPuL+WH5kao9XY2l+3la/U9li12hcPz3/P0MFSh62XhecEkHvH7FUT9OhUiQ3MCNRmPv/YLwhwPY9721Fom+1m6vLy5p0EluOSoo9jTdpAdT/foVMxkDoMfpfsjArijh4XsfJAcAldVQUf4xE7tKvXbxTx5We1klXX95CTCv93OasZphjSohCKXRIpAc8GwFRjFdOg53mpN04gAZicqOjRFjkQY4ngb8/UdqGDQLGwjqUBPfDAA4RAy9GHbia/HFkRV+5lHfOBHAiAmhBIgLTGlt3YI/VaKg6OAWHckUbWaqcqIHmHgq4VznfEWx5owck8TtTX/77vbFu7b1MF0PWL80yVQ+ZLUCZPjxVbvP+YDpcljgnpjkHve2WVI4ATCPmu+z4vy8Yfc4vLOEYLky5nJ9dtEmVqi/WjqzeCXMJCsMNt+92rL1Z0fLWrrTxZIm44TSavCsRn0AlDiiUF4pFe4eI4V6uI5LEjn6jZxnr1j8PmV1iZA9qFmSaG22qlStoq+PPD/lomqwW8G70+FUZX4Y3aBMl3vWFDPrKXP+R3WRn/y10QvMkiuS+/5iZp1ABVgkpw9l/Vw6q7MYetYKI+OsOTprjJi5klHhGiV3AuUJFMIYRAQn6jIr/+bISELxt0/Hv9RRpqA0u6Xl8JCjtmVAMGPh1mLTNds4cr/Giv+O4zAzMmdHrdJrwhg+jmG/RQmb2XhFqi80gL2EzwEFuYaBINute3EFlaT2aXQlbduWGcDlOEmHmR2Ht9ZkgSqaE+Zyd5b5nzcXgyFTsI6h4UYzmV/K9FNqF8UX21BufeF6LaH+k/wQGYdj9Nnk0czxLwDG4jRfMRPJIE0p7MAWh3R5GyXsuSVBqOsnrMn8VIhgn7JAgj0bS0fd0xSg+NQl9Rx/cz+5mqKf2InyorhAuvlDRNRYcwDnX/0R/51/zdVGRnfDMj8ovuAncwyXN5yTIQq7jK3j7ZsN2n+4iwjKifMoChWLT7VFIEd+JWryWHmHFMU7RaAQj365VZIxlvO13Od/2qOdWx/W13cWH/1qVsNJ0MR4C7yPuFeaNFkEHiJDR7ZZFDEvPsVsvb15zgmDDEx/yVLznC9J5mPrLbK9hVc87EU6M0TG4Zay+oeTP4FODaF63N8zFXXu+OWz8wrxm8ZocvaSnJndW+JXgi0NECgct4JHslVgtc5webHu7qhykuShY3KGzcXR3M9VVi/W6+GMh+EJxPDoTxS152r2EhipEfzmF3/SByj3kY17iTxocr4IrbWQvQ9u98FvXQeba4Quiok0AMgOICjJBZAmO+e3TqXHJVq/FmJOxZXUTMQ83fGn1ZR6Mg8E2CCCl4LZqBQ1DulcEQCO3vrzM258+vIZvbXbxoyvPxIhlQF+jJw93GoKmFlFd42WtIlRMwqoWeLrSKJVujYdP0mtY9Vgi+YR6rxnQdHnq+8vSxdVXL5A0jIRWcikdJkKjMtwZr0AyYKUIqpgXWYhdqetnBI1da9POB5/ysm0cz51jmfwqP1qbbhYUdKHg8mKqNmscwx9XjQlGWzzS8A4DlprZ7t6kZucV0Z5yCXzyelY25FvwYNyiHtb1zls0CvYLRFI3s26rM9PzJDwcRysAXfx5tYaXRYt6NcNjVW1wzHcmnX2zEtJIVaKhlEkThAxPjNWpq6WRD+ABGthBUrAE26xkuBmBg/+hMsROMUgATACiT6852FzoyV83gkreicJGqac6MOET6ntj+Og+TH2p+2NpJnlMDMNQejrd1QKgL33+/0Aorg1+KbzMLtHR8I4jmzYhM2yJw0QNPasjXcPgrqJowGI41ifbZpAM5B2HM4poHBrpiz3PhC160bVYW4tOGUyJ7h2ckV4ds6TICf/dQpp7JIFFeQ4opZ1jzmwZsXcImN3d7YeEaSyRobsJkvS8wIu5n6cG/xKgMoJWwf1nmF2YTAVRSR7XdW9IgjGIZ+FL5Joi4da8q4lKjPBTaeNI0f6hMfvmRCPt3EavDzM8bVx1fjUYppVv2813wZpIKeX2Z6fdOyjjz5QxbZOHyNNZtCNZsFO1AldXc/rD1hAiSqsLeASmSCAh578jFYAwpWGNF6twifZkQoaI/ibxjKumevmJD+jGK6/XDzgHIjkD2/LAWuzxGrlcCl36HW8M/kyGf9ja61hbNZoAD25/Yo9290HWIwKn5mgxVzPnKMbJm05lZy7v978/PfcIFNwlpLr2z8j/O3WAlVZa0HZA8xiVpv2b8r2w1e7O6ogOlCgZ+UQZtk4yxUhFckgLBL72SvXf0Zq7UxBXmK9tYBnTEWA8PH7H/pQNiRFmDkKZ2PSj9Bac9ClD8T7/f5BDBf66enJoPv9HlGH3iMbBWTpJoizE4iL5K+hPp2oug5muW3zzvOkXNyGC/Q/L5VE3OeVY53326bnp5/9we8CsI00h251Sw8iGufoNJ3ruZgyczkF9V6ruR0P4eR6xvxPn7ViTojC8fAVqG1iuf0MrPGatV0Np8wsPeNqtarnPSD9/Rn24wlvXAS9QgCnfVlKyqbshb2I82XGQ0eEVlSRv0oBsaKMNu9tCkArh2ounZNO0VrAXFYqacUSc4/WtIOkqEqcZsKSUmtWVky1PMUmWfcihpSmaa4/h3LRsZS3oL6OUhR95Y7M9Mp0Y+amz6czDFg5M8GuOpxmZJOC3stj9MMsQHf33m9jjH3fJbXkaUfU7zZEtdrZIPJwn6eYSawqOh+jkbEm5EmDD8DYPJOLVQZXcSiSGjkim0I/TWtmxuZjAug0kgd8ltSfX7F2oS0VTWtWKqzVgIxwwm2kKqjQftBLBY0kJz9QLOvYj5rfR+VwTG1P23EchFTNj0kXvOqIGCXhKf1mliFiEzKkqcgOgpNkFRH+ba0vMefTAKgEIpz8VaOtQexV90kKT3eUtDJQsBTNm0h2OgFAswqWXYLYBSyccchi9SrOk0YRVZpm5tCQK/omdAmh1ROtNOjwJYW6ClzE1o7DgdqRxWgVOfYJI2whFQshyoK86LLQcuX8ckrZXYW48zEoZQ2ZcL3tugHzEwqkkbi8QdKQjzFEwnjTeLPhtmN332OCAhyeTaSVSg3+sxahvrnmFWyJaAoh5eTaUNytk4iulHV49lxMktYyiQ3O7tfPYEecaCP81Pk0+ZHODEhKOVqQLbjXAVQjyKpZK1iRc3OrzSX+DXfKcRRcApChjizOMUA2pB5kGXZCmWO/m1kztMZGbY2d1sDezFi56RUo/9a4xnVb6981RpIbmsXjcUKdhFdh6TzdVnGd+Zqx2AUdlj6alAF0l3deiHbjdWlLXw8+UHHWchKQY+jCeZtfJ6lq8j7TgoqFkGV9WEb8QPNTM5WsNcmVd3WM+/2++YGxHwJoO4+oebSKCQ20xgbgfhwfNvvNy33vHQBprTW5t9vT7mOMYWkBPbQzKi+wAoiMqJyqBhOGrDemBPH1ylGWC9IlEKXfxWhDNSCYFoofjpS0W1fr27sv3v34xzBu28ZuvVuweZH9AcCtKxkF9fZKAqcdfbUntuRSMT2gNf4blDfIjwsE0Wd0dy4SkFOu6z7T2K/bLQk8wh8wa2GObQ4xWt78oMMndJvAgqevO9/Mh0/Nz07JjFdrW/zSl6KxeOcYo8APgORPIB/P2nqr+XOQIw4bQ6ZYQ8dw9mbZwYK6By2BObNq8l0fcCofr6yi5WKtW7/gRXZ3j8CKEgzleSRpzMqlMUbUlfZIVV+fxcwa3d1Bd7kDQ95tW/PR/lD9Bi/ufVRHQXoI9QRWz3s2+dYRS/dAmlyPgWKDPK4DCMTix0KkVVdYherEIauxPu4AORTMw/WlCe+koKqItjlA2lJ+ikcaSWGdH8x0s8UUslUMxhgRJo6yr4gghlYPKHxrfYzRVSX8JIVV0VTQXT78INka3bF7lZCHypgLELuFZHZdrS8ARcGjq9gjJGCMMeBBleLu2/Y0rQJPlwK45KSg4bUjIW5oZj68hoyxGLfR5szQZUtW8ZWZg8EwHgl7q12csm6gtR7m1I9RmE9KjJJGy8yq9yoP8XoOuegRLo5sBfDzjE3QcwLZiFoFt1x9BMtJxVnBdp7VeEWsyydT+RmwqBxQkTPHRWiLmgtVa1Wd9go+kNm/OTutImVgZmPIzDrGbeNzp/bh7XYcw0UhZynmjA2YE2yWGTWmKcq1quiagKLyOZ2eRnO/eO7ZLhCfiooUgcB0ZrQYSJUHRpeqRXrdjjVKajiDx1oh6bLsa0plbmUpprTXSOqTphhKKLW+BDmgFpT1xhHMdigPuvbr2fhkvDW2soWrtMydXc3wfJb5aLY0tTHn8FxxQ5CUpwSmNdUyOSp+G70+UwgfvvRcGeODSatVSnds9XxsqblWxUpldHrJ28Xozst6mfYRxTdcv+hyEjVb75f6S5IXVQ7xbN82EvEUEXFp2veP32/3l1lpP2IeSaOI7hBjahte3A/i/Tg+QkXAcb7Kw8m8yiljs5tFU7+yupBj/DHdd1stwfnO1w+efyKp5T2r0ghHOuLhgwSw93579w7PT37b2vY2QsqnS3H1inGq6MgFZbpjSsL6yt8EjfOCYOapefUIdv3Py6XG4tLmOqTL0bJoRyjwl988IPPTPOen1FZ6vOUrLo7QFL/ru+IExTRwIMd54LQ+9fGGaRwj8ipbpk9hCWFMCZ8nYtEnlxWbWRpkF2LUSclPV4hWVMDztM6ABcqCLFPrWQwT6Qafj29BsxG/cbPIcWWv8SKKpSdhRpvQYt65j9HT/8lBRGh9d7+1s7ZqPuDDjtfvj3rqtI9TJ5NJgZ4SbsmxKGSLp1U8DAgOnMt29khEBkH3NrXrfCjOShgsLkG2OJyx0gbgfr/PN8YuxBKNMVBdI1qipCFJSCCIfZ55s1kFO8aI5UwTQwA4xovDe98IeIw8iHmtoJnJk1sQ8C5rTkZagjwFIhINsbwNamZwdtt2LwJkM+aE3UxKRlFdoOnlYIQzhN6b8wDULBKIjLRL5F/mdgZ5oBeYM7MD5j5byoGKo6SZrtKZ2OvWuo59XjAZ5pItRu7OfubRUnR0FtLGtO0oqY7jMErUSa5krSW++dVjDKiGT0lzf+tbUBrwhHpzi/UYVIsnFclmNsZoNE3CoTpattQaPxwS+XlQV/NfmoUzWZAPEH7PBSjE7eVs05JLROFCflFudsYGImIQd25mTXr7fHtzjP3l045na1k04cw5g5DlwOqIljFHkz3o9DV+U5K2VAUha4/mIhi4NiRKYkDDyV6BC3oN740wyiSNIbNXyiskbrmxgD7LoLn6fU41CAcRr14mJYRazUbUtxmjMu+84IgIekWLW2sNx1NvTzdrjTmZcTkR65NF366dglfP+8oAo+oIJ0rzV6Gj9YMTmS1l8pe/zjfUmVVrbRLbBjI+5EF1NN92JkwXzFe97XnWFmQTgfDHgsgHO/HZIF+k2luaz3OMUvxA1xgjkwFmfs5d1Dy8G3h8/NT2o7VGwxhjcDh8i3swyujGg/rkOlzvfexWIbEkX83Se0PhPGsAhhyYaLUU3CkqGd4jAeueWgJx1iNlc05nS6/tUsGpPC+xXydeXCKafGn29PT0srWf/8HPj0a7bbSerlMoXn9knV23fg13tdYy4W5ctyly+xZ9iMnUNaJOYYULg4LNSCGn5iGXc1eoaH5qvZ+SqzDSRmQi2JWjdYrVBvX/IzpIKSmUsbhVryVtZcnyWiKSyrqv4fWoJXtYgu9ZF/SAced/TVgDrDbr4majGq0iSaJlXny2TNARxMjRIZmNDvm9LpmlkZtHBgmkKubnQkGGOKkhYuM+JueoLbuW03qsH8fRWtGqkRZTl/ygmdxPl3IJXsjaAKgeySl3Dxu0jyHhdk5ZLKiadZOPQZAMFXMg8L3ZGEIGsZgMshpmRh9xbwBzQiXPNqli8VxEsKRioo5FQZUEFkdsNDMAiEp0y8eNDtxLLmJeofyB08E2s5TSEUAFMSo4oqSG4BJuUKlTAUgyl7hsA40WVqa7aDSxkXQNktbYI8LvlW8OJ+A4zKyVzaQvgajljJHsoCeTK6AsKTCzbXva930tKZK073v17AwAhLXWrDquAbAlPK2HwcAo0z4vFGcanchJjVOXRWcAuZIirgh9JmTZLChaQxhlzSWrOaESutHMon1mDVr4kvVPvIfK808huEYmzGzoTNpGnp/NVDB3nsDWmi1QUQGVBFXRHZYOr/WWjirEy/8XZY5IiRxVw3sixSouI1mBTF8taNnvsrLuRsvIGTjV4rogb5/M39xeXnyMg3xjhk3d5Tmi55VLTTYpCb3rWS7Iw4PZ8SFc5BnuZlUom1J6AahFbMPPUEcdy1qWdInHcnpXCckfeEFpkvjbe6YlkV6JkotxpQxSNxrNECNbnGyWbAfeM81kGAcBQWOM5vtG2xq2jtZpDW4xnjjXcKTTrCqoT3iNBSAXbl6Q6xUSJRMYErGtKzClN+S6pnufTmq9P+r5TrW4JItP0/agNJygnQ2DaI/h2/PgCATGZB4EkC1BjH94DqT6DOIGEOnpIc46fWV3Wni8a1l6UEZMn7YA5fD95f42uifNg59UQtQSRaB6SD7GR2lAL8MHbVZmYXgDJAyAwg4n+QJ3uMNiUPJllZhlM2HaLr3bZzcTpy947ubaJ17h7POvsWWUJ+C3vZmZjS/f6M2bt2+f981uz0/cumNVtde1ZIZYkkaeRkbVOr1msgeEiveHvLXWArYRw2jpT+Go56Dv+R7VHqAyc/N7Xx/VVsE9SUuFn0fyt1qRWsyLZe57OVdl1FWJy4ipXMVwEZgQvcXlyzAEEQnZ9cYmlgqoQSuQXnvY8Li+cx9DMufPM+gAYFXIYY+yVsGaAPGMlEdHvEgx2Z4tIqB0MxsaLm8il2zA1M+ypCfgq018ELaANUnwajHY2scYm22BLjCdsRae6kUJTEWhhDeuxN+QNTM7xtGsodXAco9hMVHSOaUi+cbPNBrTmofEYCKNpVQ3um4TKl3g3eNrJnwlD2jrMVwj1eLpguYNzEbY85X5ZZLRbMcKRbj7nEkTH5+tG+TZ7tPa5j4At9bCzWihJByExUTWrn7oMDdja3CKrkFYp7qhRaFeGvuRGpCy6JBySvLmR3TKxVrc7y/99jQ1DCdxXz2hF7c+XLEQLy8HAIeLCK6aGympBmSZuzcjid0P8BRokpYoTO4ewhqRwuLXDk+XY4zkUKiy0FAVgoxe3Gq5bZESb20DJrhJbymmrwPRpGLH4b139yHJdRg7kvqA8S2J56zI0LIeIiNM9ZsTx5DMWHdA2DFaaxp+BloWWoE8hDGIDATYeAplZv8X+uiRYLQJgs7S5tc+UERN1jckaRe6dIY0lu9KA89IAy3hqAlk43Fi0q7Rbxvfqt0xPgyAMMMhH1FfopUJNS4Vd5jDi0ImAc3e2PBKX6d+gMw9WsM87FqAY5zTkF4V0o03lrIIN0oDBHLI94NFmT/nClzyF5fYpCp3P1Ndcfuqct0AS3FXpLqxU42Izgy4I/MpGj7cvcufb9vWYZ3slGWJbgYSzYKQEwTNnGhoqBYWXNPZeKXLzCxTGxPc8nzbXITOkzKt2grX60xpmX7wGf8L5rDZfe+cMPQExCiMUgH7VIvxp4Yz6Zlp+jBLlwD5KZ8mYPj67OsikLICpg/+w/KexI7nx+s9x3EMudEiojawSzKa17OLGD7urv3YQ502OYARzh1JYsCF8Ylmxj0Zkk22kkbJ2F2K8UigW7MKYC/CNpkOlzB2eHQRMhSSgQF8UAJF82oY8P35+YsvvsDbp+fn52OzftuMG9G5FJg/rA+AYm/QtN9ZEsBoydeDlCCjv+oxqjTI8+cWZOqc9T9Nh0XSw4VUbQoRxOMSJw6QR3Mze30L0yUoa3qpOJyUzo+OZenAOO9TP8TvCzJmcmzKD2yWpQ4fiY8f7ienlUzoDjRoVu7HK9DJGPsSF49jskYf0o4DQOTHjgPlrF50ZurVc0Em6y1JDLeaTzO58VTF0PF1KoqTkDonttwpSqKr4bEzN57RiVYSNa1Gj2HVwUgqSY++KHPknZKVgho+EAIWSD5gFV3RJ8AzIzT1Sbl28wesYSBUqGJNMsw1mTBuysAcr/qgCXM4qldw7rXpBCZzxXEcE+ySPIpabxovctVaRBU6x26+vLzcbrfoxJBossabXBojCy5njGZYh/WmxsH7+JThAWZxY/ERWEm2jxGp0gmUrw50cJly8ZBUa4GZwvdaZUZ/W3g2EZRWoMWY26vz8aAE8ozW7iorEk1EjDSZB3Ma2lzi/P28VZVmYEBbABRsaRqfixtbMjTckUi2XKgZezvGGbdjvR62tiIiSTKch41ZKRoqutEi0WPAkkU6j2gAR0lcdNBqirKORAMSPdb88s4HOPLZn0ni8g3L9p5eejrH9dWcWEfy6X3mZf1o1I2766WjG/2AGhOI14RBJzzZ4iNzngJ1CtlqsKd2e1THjOAia8dr/fMwZMcIFp+YVcG2Xqriyi2TL78tuIEay5P090sVmg6o+nMZwD8ibSJg0am3xLri1aq0mEkbCQBjDNedJE3brdFcRqeR1tFqjhbY1uq9mfgAqhN5iuiKy+cNT6Q350gKoDGG8s1PTeuYP1QofdRF3J3VAzeLAZAR1VPxpaGNtsRa9fz+cGrgrW29d2ksbRw2BZkLOrUcxaSpByK4nskwAdWONhd8Sq9bhnCmlncaGjmOdbnmK76+s+uQuu3uw2xIsCbpNgAwa+BIJ1/Au6Kr1DoiuHKYWXAcfhLu4/jUutGGdYdHDjNo6zaUM5nICY3Lb7LKJRGtL+WnuJrYWLcKZ2a9IIxHsFHQJO3Wb7fbV7/3ZyRt3d48f+Fb69ymcD5IfhUSnIXafGX2Pvtz2LZYAcLI6PqElNxpaUaXAoPLx4uew9axQDpraR4FNYa9FcWEVAEAmi3BGADJ8Ifkh1u+d6ReLKcucGdkSzKmrVm5eMrJPClzAsf8ruWoKjwtf6VzZSQb8xsyNQkimCwrDgfMydQ5ETg1nhTFdSpSG0oYQ5MlJyXEwlowXPTMoRU/Xhj7sSxpHQqqaqXm/fbew8oXUCYQ9btH5Q0ykOIZCaYUI6wUe+qROw4smY6EV7TOW2OVvlgArVYoIzSOOxDw4MGOXzm2JGUUEJAQJUmFkCFxYNbG6WFrJNEVnoyZ7VUfP+OdFVYI7eqQGxqAzuT5ixlmsfUlVG7WSB0ldS4XJROtpcuUT0KQkf3IpDAQwtArzuLjWJ83mzYQaWCQ7GGwO3pTW3l88nC0aEpI1iUpB2vDtcHMj7mOVQeWAXxJymkhxhCP+FXEk8+OofTpsyX7GMiO3TbGiEJl97POxpOFnBEVt6VBdRXK+ZvBcWptmtJ8p/PUubknro2jNXy3WH7PfuZuLQJRVB6tXkZpjBFDEKLFK+tmopflBIluC/fNkLtiajWsWj1PcckTnJhlphtWdZmM4wvUuyA2tDEOzPyNhFdGK26m/KcZXp6XypOJ1AeY0OGiH8/feP34qLPcPSuWtDcczV9yFgxc1qL4U5qxL5iyYNazfzCFXECN9gr3AC6FDxp6MZy81GBtKdCMBcy2/FP5hkbRosJCzcWzXdqP13XT8m91fD+sxqk5cgfz7GUtQvahZDDR3WNcbgh/bSjdY+ICRLm7jX3btpv5zXzbNjMDG9giwvpaBkraX91/7TteRfhI2qV68gTBATWqG/c08POdOCFxPESK1pobWp4Oq2kkGQkI6ITW0tkLsghqpeRrB5FQ/nGpV5R2avlFLXhCcAHndN3516zWaAZiHC6aU85smojj8bI7222026HjRYdoTd2zmpkxIXe3fvjxScdxXeqm1jL3yE/t9iK+9A2Ag2w9iHa7SDIMQNIMQTQOENaCPsaqhD9O6Pr4kTr04ht3BNWLQXOQFCFzkwOHNTPbfvZ7IO3pqffeu91ut6ORZLfNFiaXEyvnjraJMn+rVxS1qWvq07pZTIqCedTt+bxEyhCqjJLZ4f7Q8zvR3nzFcVxVJa7g/uGYxL09pMhzOkhpITN29t/qYVYiOGBk/Pw6ORsTOB7uf8b+Z5say+WoQ00go4bZw3NGuapuLy7F8QBukAztJ1e8pT7BGKOqll0RFFOw63m0HUxMGt8HZK7AczEPFNyMO6xc1nkDrqXQoHrj5h55JS4AjKFt6wCixSGgJGISep3cMU7Km7kOYaAGCHjrTRFL8+HustP5nIpo0VouJXmf0vwSwYYbi3nWDuYNS2ot8l00o4/DrEWhx6SJAXKCV6O5dGsws/v9kFSdfJOI6vTMuYQS3f0Yx+12W8vkYtBVu+SOHos+M9Z78ofkVwBtjHHERPJ08ywcIElu1KShSmQWN5qxAZJmMQVVWS8lZOdwtNvcNVwprYo5j0gZdXcVwUSYyfiXpCtnUpFJHTxnD4RcxfOMMTLpKUk6orVHSwKUJ6FXCOV6ACTdbrdjv3SzMqoKTKDlzXgQKjnaY5G7LWWVthTYsWrR1zBsaKyYTW6Zrgo/xki01uADoMdwFdqQENH7GKOuMsmarXkh7Avw+rz+Kt/Rp+1UQjEegmZwm+TqH+fuZHw1gMv1ssAqUp/94TSuy1018pCEQ9i37fk4hkZMkIytfATrcT/RY5uxvTOki4BFI4G+SDpbRnBY3E6ljKRZsFgulfINsUVNZSROhBbhrPx5rtX6dCjLF5t87shi8qxGfatcwLp6lIll07R7lO7FeNK8snvg9Qagm93HuJFvb7e3z1ujbbY1e8wHATlsp9Hwp77+dNOsqosdqwYPvw+6NcMS0ZkL0nu/j2M9HVMlVaJBVlWhLmGpVZhLajqvmdIX0dxLlacmyF7fv25BJKZjiuWApluYtOTpACyCukzXvb6qi6uQq0e2JA6dNQfRtzF8GNy1g6INGCp0e0QJEkzVILWK0wEH8Kl1vO3aNncfuwMwuNFkwQ8apRqx4AZAw0VT6Iom2UwWxl+Tmh80YYiAdXdXxhvCVY9ybzgZk9jbT37PzJ5+9NNt27YnI7n1YU0N1q3VBOQ0KhXLSwvdyk7PHZl7Os9aKfNp9a1cjrNsg+gETYedidHlxQEyYFP1wGLqLmthnrfcI2hCLlV0cxWSh2t7MS2IYdQzjXkqeTM/PXnq+qTzeWMF3J05ieREnMFaML9wDcC4+6TnAOSCWa9bJIDoxc5gB4rpaVlkdw8K6Oj2jUefEf3WGsbpi/PV0j6kTc3MwgZlnP7CjKiMjdFztBdRsTG7dBCqCt1Q+dNcDa+yvLUmpxRssLD4RBfQ+aSRIF5TivWpNAQI6EabljGQg3+OAQCMJQKgqGlS+ZYkg4plpYMeiQ1VZQuZBQu/NBgdMzzIYRKHIm3oFQidDufMJc6niG85juPWb6ZoyaITTrUi0Cl8PFoLyp5NNbEtBZUwY3QrR7BMCdro7r70pWVJYNSTITlpIh2mOjCFIl8OMleUAJlEkTwnzcBzVHco6kzMOm1KaYkOo5HpqPEvqiDgWpQKelCR0TTEfb/Dtmhnk4SgwqjR76h0eGj4wNQcJElrxg7cUVAgB/hEMNYHyG4RPuZ5MDTGGNa3iQECevqgmXVasAQBCATtJRAKIo+KfkR37YiqS/fWkqALBf9JRuS6wvchoJwdZFUTkMy/Zwx6DGvTN0qZM3gSPUoIv7MIdER3ulfMOTAeygzE0OUq1HhEk5bkkKc2Se3vlSUEq56S01gmAD0OGwPcwaPhmeAdJlaaOxP9sZx9Ip/Z5qyojpL81S2FA2MaoQgDJSvT3+VK2mNubkUtvBIZvn7VaS4p/f/jNUtGppqLZJwuPadxrECKNoTE32M/2u02G6wlvmn9jfWb8ak9VSiwmaXzwwRxDYJoEuyVXr+UVy9qVPVD/Mxy7Tp5djpnnNuandsx71+pRCyrk8q9ibivXfLIp+M0CzaMVtr9TPvGks94z+TMWy4FJ1ozP+b9MGuSTlSY9zDlcD3F52/qavF2MquXQlFPczgfPGiWD6K/ecb9e7YG3YQBOyDtMX6qyhQFug7XQXr8L/bbDJ86AOxPoQyeOsk7xxjQONwde7gEJCPmjTjmNkQaukeSDgqq7dTArY+IXRJAczhgMBvRIgCTNAiQavb09NTebM/Pz/rqd9zd3rxDa+wHsqq3GZtZLxHBlBksVmr+cv6+nar+8aWyOmiGGRcMVBBixCYPpzjKyxjkKamSX/kJwkEiEoKOI04BSfi5s/PfFaIVVrgEcmhnzV6kfeZHVCOwbLriQHR3rrFhp82m8vXEVSy2A+gEqpG6XrNgsQotFmcmZtDnHUqc7wnPdAltBI1zzBRuy4SSdSkigQ6gGHiy4MFdJkRzGJqxNxxx2yc/Q4QQsulk7cUO8aSk2RVHMnkQK1eQTriZ1XRdHyMuPuJTYbuz2j6LGYa7bzlpyUNvzKkho/SDJAyPNmLVVPR8ZQ7Eh9ysJxHEjO5H8qHiPxMkBX1Svhkuno1x81O+5DpixMPpFgKHIvvUfMiMhYah0jRTIOcPt9stXKAZPF9yIxECP0n1Wmuh62K/DnfAG5qZoUWLz8XPWV8dOe9S81iHNvSmbCwjQLz/8MPbbQutmEJPuo/hI5wilpcDAOMMxXuxdc8qk3DP5JVcyC+Fu5wm4/AsxTV2iO67JFDWkB2nnIk1wIeP0W/PES9JZ8irnDQWz3W8HBZJjRKUgBpz23CGFaJJG/u4w1gHUnNl4hGPhUUiglE1tggkU4pjn7NuzFCZl5xyITeLUQmZLN49Dk9MCzgta95Vpp98mq4pMRO6IXI4pIBBCYqgZfhtjcsWQ+KE5BnsInn1o3wVr2jBW6UnNjKWQRWun2liQNIhBaejN3dII3G1O11swZm2AKmzdWZ2vc09YqqVNp8ieKewkFRlkWU0NCyByhWrhUZekOv5iis8/D5Ac1s8++BdSwlPiYorL90kdvKbPCR/ScbVWg/VedblhGJ3+XEczX0j+1O3zewW9UVm1noPc1IUsw8BlbS5FsI016tNus1cYWJp2WlogrzGys2FsorMBXjHVBNstDbjpg8G9XPA2EMtLifujJjWp4JsaInQRMQiZmSnmZy5gnK38lNRL3ApLFZll9bzUj+F8T6hgFPsLTokcBRP/eLAIFdV3vjVT3/neP+tTKYXCU5z+Z0CcWRniaII3WFhmNNGGmX8cNtIqnduW789kWxPMeVyjDHA4e7jZfecmJITOpvbjAe3WEwcnOlOz1oukU7sZvWNBuCAzGxvty+++IK3DYA99e35edzaZpt1tabWbwBomTfyc44OycbiRBQucde5gFOWdJUHXN8ctMxBFYE8NWdZBSqojNq7FXhdZCyn6x7L5SOGChKTFZWZKKxPLUBwQv/pIrAm0k6iogm0sHCjFM6pvs5KQc6zU/5Jm3dVCxV+WiTrm3EOFoszKEmy9nCrlwMSYQHLat3Xp08SwN77vi+14KCAmGdtwTOSRzkkSvf7neWdWgY1MwAR0YCaG3S5n3VnHxWpIlR/QAI6sl8OHeHJRJrCTXByjJEdr9k/G/rNzZA03K6c3TEcDWYYnjJTgY55kLNn3x3ajyj3kXToUE29L0FNhOoe4UD4q8kIc5Ff6bfLw05tVnm/zV2HfECUh8CPk5P1ki8OC8sif1ZFT1gswgcScylI+PrW2YeP4CrBET22DGzdWhvHYRaj18r9EJoQUt1DkKNaKIaKZ9QjYgblNG/bNkKaramaLWLBjgGLKhyJGIGOSSobVjtJBNKlSTqOvfcumplJ93x45v/24Un4CwRvI1QlPght7xEZkuCuZmzWRVcO+67USbWKVVQ1D14mgxagHS2vR3YeWUzgiOD2a7GOq/hCYglkZ2hQBPvM90kjXMOsEA5gHezGF/CxijgrIM7lCEWhqOogkZSapFFcepMIAHTQk6cnUddFY57hDX+sVePpT89XxEpTFZCM0e+twHQcjQcsxarAazS66DKgm0lDOJizWA7E5hShVBXQxdOd0Rqc6z+f6EwkBYzoZmeYUALQ2RQtX3Wu1pO8miiVoz+fIvXsCujzuU5tnpXyCxh9UArrCj7+ytVo3UByA5MwJi1Emszjvo8xns2fn55vT7w92bb1OM/btmG6FsjAckCjihiauwfRfhRFOE9pUFAQkNbaqrUmDfJ8kM04RiY+mE7Iic+SBTDOGprRQF9CJhMoYJIgzKebK7Ys3UzwJfzN6qUoIiQucUtyxXUyOj+TropACoEo/yjb7yGyxVqH9arrHeI0WsTZsRgnATBub95+OoZad8FteNXE3ANGGyQ4xtAhYLg3M5LHZk6+PPVt26y/cZL9yczM+iKN7u7H0ydJOsYYI+bujOGt0bUBIIZozTtJMar6+nwKB3aTsZtZe34CwNtmrX359ott29rWn56e4qRvfTMzNbUmmkhufXtYkMj/MAorlwhx0CdFVZCM7K0yHuX/X2kaWUEBU4YySuYTfCtdEbWgpQ0OhpasYxHcWXY3jvdZIcdX/YwlriqnXRX5qEerxN+k62fW8Z1ldqyAFpeu7XAmRzYAm+TVwmIRj1kPi1n0ESlq8C9ZVBnGyZwUadlat8y8MAHok1wOb63F9F4Mb7gkwTlr3SBP/9xn0izGn5ABB/dt26b1mRheGREPtzko6zi3r/j24mBjRtRW5Zktm2hIXtvU5K81ANAAmnAcR0ISj+BoZrRaa7IC3zPJHkX/Gfz57HbP34ikR94ygLY/amnHEBSYb53bhDKXD9ju9ddNqUZ53S/urbXgPgQ0fLD1CMVFFcR0maKFJZxDaA7Qoj6DPTKM0lpHM8nhOGN+HiSF4WvZFHNzdXCeNUmdjOAQW2vIwSNBdmDIOACF0bLjgdkjFjEJCISq6VJE1nwsHoBrkAj1dxx3APIjtO56JNbuzlMslASGqBRzwIgIz6QVj3GouXA+fESRo7KaZjXwEbRP0Y9gXUP2Vx6VdSI5ojrRmqQahXDJDoSkTY4Pl7mQrIXmOV6Tyag3bRuAMArZe+WSXAtMicB4lH+a2RhTDYXs4oRBIY7s6aiFRxwhdEAcgJhxsjUqEwl9SpqZ8VwrouKmM955rlWa5CjXkEWFR9VDGI1jDBBsjYD2AKc+xvBjUKniiYM4yIP07h3A0KA8h/gpiwciUnsCwcVzyofAINO8eTgdLDoGYp1dqzpUwiwivcCv18nc9Ys+/2LU5mdPFlmXNs8AqXu3eR0Vv3oeYElAE2L+bL2SMtBiA+/HPl7eA+g3++L53Xbj7amHZUpcmHl3L9v64N/HT3V2AVxZ6wAsvycuGllk0acJrTU0O44joib9VSwnn4iBC2kx9WsGUdLq9wVtr1M04oY5jU2d+tNtQ0stPIker4/5KkarU/+YnTZ76uVzrZKgeMySl/WvzIhEA3loR4G/cDJlare2/fRHnzrsN+7+Kdj7IvF0GMxojWOMiDQrqSgI8v60kcTtDbbN+lMYldYaewA+Wh3EzZ+CCDqqHfZ9H2Mcx2FRzXbsUlqopwZ3P3Ie0jbct3c/eurdieM47N0Tya01ANu29d7fvnnD6nZ3gxkEWUQjaK2qrOJso+KsVaJy5nNDua1NMOtST5DEIjxLwBRTZJp5VaxE6j86l+tINCBmRaCVwOT6VKoxIbhCMIYq59tAVNmAF8HNPNfXny8RMkkRULxlkT4kYRyNZE6LsZKE8hVyZTxsaEXrZ34pHFfNWkaLzr/8VAvIGbzdZlHlYsTMSp9yHaoF9E6DxogUcwy4831CPrrkPgoyuru1KDGIx3zcIyQ/KCvklmwMQX11bQ1xkpOtv548u/jXk3hCQOb8qoBT6/maZ9bd44w0ZMPKkGM90AEPqgkJRI1k9LBPJKvQm/P3ZcJAZlKyFeib97n+myLhIbfpFguYzFlz5p5dqx6RGgyprlorfULRVGy5qUCjRBdd7ncVOVOjqPAcZNS4G62yOS1gzhgD6K216Oo45E7EIYowDYPcxIUqVKMia3QWVQsH3bMFKbw3gVrqYVtrBgcUU9qGNOd+HIGIrTFUXfReEpsZyTnaHMhaB1g0sopk73PDUpRDI7y2tXOSgUtWvOSS/BjwzLCHsQiVrUpxrfIU1z//eu0am4ovDkMuTWaXOMY4ks+agESHMYgWWUsEQASDKzpcHtbMhBKvCLG6u4b33jMWQgnwYGhfwm2GU7wmI9SDYZuaUWcqITTLUZAAadAW5q2YHiwhuuLdPaMgdsZmCihkcjaw5npE6yxlCDLq/DOtWfccB2d4RjiSNwhu8M1fxhjEc96nV941SVWAmof48JpKlhkY0Dx+YQAOP5t4QBfGhHdzBaYkTJC9PhoWVTjjnRM0RHe5gEr0AwDNop2YyZUcv00oGWc1/HtJ0CZhatHeeyihSbjl7mO/H8fR/L5tW+t6++729LyRwYUe459UtESXG14fYdmppWA5/loxCcLEQaLVMCUyLA2kMekbGkhrGYcJ8BTrXOyT61fHeSrn5HJLpfEjOqtFuuIdKZAP3nTx7XF9qNPZe3UusCTlW2v3+31+aqo1W4oRyUZCZNUgCliqiuOBZIbop4rIR7TacLx5+tEXfyDn+z/+49vtpjF8f5GwNzw9bbKxv+yHR5bCW2veDMDHrbXW0De31tlp3IOAxrI8s/deKf4t+Mbi1fY9Uj/Hy2Fm+/1uZmPsJE243W7ffvvtuy++eDn2L9+9e4HJDMTb2y1hELHve9967z3ccjaxejARTbyctDjkwr1XIOwzcH/95VRKJXvl81e3yrQ9swt7jaBMSVbG5HDlSHOAVVmwlEC90hTLRZB5DImo4XuZWqpInx5sRMTwDpsF/pfw1agzhcIT6zcnDJo6OcZJ+RiBbmsFgHQyY1ms955LF9Je53q1YpZJDMxqbynM9QWCeDK2AmPiHgBgb2MMi1B5jgxudBZVrqIIGDNWGoiZHkh+Hh/ivKvX0Ge1swnURmZK5p+SPqa2293ReniYkoJUvxo3bYwIIU56vxiLEKuRJo9kZ2PmhRElbCrqjxGjk1DFYPVSxXdQzSWxvwBySPhVJh9eJ9sDM64cxFhRiZi6ToaitvGB3rswyCy7TTaoFlULUQLnJNXMAbMqTjCZJ3RsJNLerTbLzbC1Jo1gcYYPEug1BEHDgtAmcl8mkDYWjzy3xBAFVGeVg4zJ85ph0mhxzH2MtpFITDjHoeo9DN06jmM3GKotY56KufFmdhzHrW/7vq92ZEXiD7I1D8M6KHAsZsjpx3Fs21OEQoo5JviKMnn02nJcrMjA8BSa1UTNb08ByJIiy0E6Wf4+VGLhA4CJPpSFqBmjiHqyLAPMVGZWdNQXDZ4j9vIOdd5DwBcYXM7sH6rDZRYqj4CEe9S3RZQeLXdSSolLeHSe4fLwBMCKiGRdLmYKIz2JUg0BjZNPW1IdpAhR7qDb2CUFUbXJxnCim9lAht5nYOZ8mGUI3iIIboZVpzBpybgcy/zza4nyaom/nurp1z4maqULifGkCbjaKmSCYL7NPS3c4uFEaE7O4xjgJNO3+6cPx3F8+exv3/Qvv3hDU4S0qyPyFNGI810LwPNP899wA6PIKzcubV0UCLfJZxdtTEXAdNnlCC4SGaeZoeYJiep7H08oipjp1RK9SnO/un+raiom2UF2BPnDA9Yr4kymxzuPNY/V/dxoxPzGmTRotlWbyMASajCyt3ZozLpMbk8we/d7P/3KvH//Pcc43nvI0ugd6Hf4wd0tmYXuNzOz+1Pvvattbta257g0WtR2W0QIpl6KvDnJ3Ydtt1j/1o7n5+cPH96TlL2RYlIMfv7n/+wYo4MAniyoXDMq3FozQ3SEwyxZCI5GEnMYBrK0bgVtliQXNvHZGip72IIHIDiP6ooFW2syHvKWkw8u+8hl0DnK6UomxdlwfX1/eH7xNRmdmk7ERB6RpI0jh0iIL05gNFQu6JP1moricrpLKqzohLyIEgN/rPzJr9eHZOf6FA7ALLAsuZyieHMwJy/6VoCzbyv/vDPJZZaaijimPj/bGt3d6dll3OiPgGbV/1anPBVnmukkyQqVEQTvschnIltLN0wEIGbBEoDIjYxcHzmjZfyss0TqIuu9R27hNeqa/9nAbg1Ve7cCNWT4IIM7ETTlZYJtvH+Zgbt4C2exZknCKgO1qiODI2SQAmPIx4jq0t46LXkGZOVewgb2SADadTiyMmjy+kxh27aoYNQ4TE7yGIcB9BHNo6F8qyk4njfqhrt7KqV4hB4NvagIyjzFTz2UowCP8pzEdsO3baN14KxriRiGQQrmNWvt1iTtx0Efs1agteiFMTPTGKxexAJMHjs9Hbt5Ys0a4CEB65kEQFczvh6KtW4My+5KijqGOp+GqoEIn82J4aPnggSX47nxgC0NXHHn4bgsacTqSJKooPHE0ARRMsgiOl3AdwTVkAWD63xwKIrd1u1P3FPN/KyKDWfiXIcL2c49MJIXWCe3kM6vmPZMmVx4jXpDy6sMPIBZWiG5ozULYihzg0OSNQsv3N3HiMKmSoJjgE65QR2fBO3eqRnBD8VnY4xW4GEaZV3xPRCmHwnv4ujWqPvSUzOhSQDZycj0VqZoTUu/6pRT8KaZQDmJqUTSQNKnYXCebuuENQUJo8E6zGpGhTkkFlaO7/3666+bf9q27enp6fn5+daeTC3xFpWxZ4JnSuV8WXU+zuDEah0fzCRifCBJ+0xb5cMH52XnbxbDrwpks1TzvFxUEZ30vOvaPprtqPfNyifFyptBpmaU3FrKXlgGt6k6sC7Fg2pm4Y8GHsfRwFn++9CVPd9JO6e6TSSB4BmdghV544hGPz1/+ft/8PzVF998881t6+7uLy+fJNvHC+xQE4zNWmsvb6y1xqe3MmvcWmtuG8K1hqEZWxOJZhl1w8mlvAFsWaKnZr3b87u38+Z9xrabdVbOgWxti3UI+WmtMduMohrbi3Ul9jwQ/yW93mLA6LJfZhewvgoDmSViugjPGcxDsyjIW6Vrmt4ZdF++C1NjcVZfST0Oc7o6jxM+8yKXne2aw9Aq97I8hLmnfz3FYP6tTnRqpxMc1GvVmfP+gyrFefoSWdYS/bCr/C/mzKfDXyuz5igyJqIo8lOgN1eac9qZhp5PsbrNU1SOHBMsdz8gq2xP6X9ggr617EeMPPsjWULrw901QLRKqc1ShEwowa3i9FYl9e6OZqtWqbGzOHyYWZRv9Tnm3t1rWszciDH2GFj8KhBwbkdKSyx4hD9atDBagLV0ThMqZYgqnCitPUMJyJwJr9WTvvXUNs1sNdkkzSGpbX2MQSQntlfDaNRcF22huXtnP44j6FSosW1bfIchKk2tsUHe2aMNJQQ9iz2sV+wTwpOZOSmL+EcThoN9BKzZolcFrTcdPsZ4eXkxs0Y0YjDsmZq1Bm/Ibu21kHlrNz80otc2q9yyt3lAbGH6AniFy3IJCcQBNqNXfE4qMm87xSLqcnJiZuTyh0sj46TnQicUYIvkU6A0AWLwJdbgNZa+sKIdWW/rQTWk5MGiKHE5DHXOW/M9BtSRyMoSeQ4tmHboUCURGKWvFWqKZTATFA5Y9eQmFpfJ3UcMoITWe4vDH8t0yGepbBytCUgDXKN0YsVLvFY7NZGpuTstpm22QrexHSRt3/c0rkncE9pquLvJIY9Wfx+gs9GGDxPkiuaVTWOM0WM+oLkZ7lEgCAlyap7A0qciM8KX0VAVd93ikLF80FbbJym7C1VejSTkwKUHBbHq7lMAVu9WQiJOmzokP6Jc1zBPTO+fWVkSYZITPtGpMY6sJEUD8PLhG/l947hZe9P7m95vTz3aeEmWMXYgJ+SGPFsUPlsjqeyhB0l0iIoM1rkUiynNREeNJrGLlbw8/or2plGZf513cv14djgCVeMFgHTXnLu1UtGuhnYNrTHZ0QLTAJ9DujSR2TGREQgzTztdgC1COaVPwqlIp770Umv9OA5QDne6mY7jjN9MpTCNYi4I0W/b4c+3n/zEv3vvx7Hdnu/3u9uLfByf7gDU2zDbb029W3vTWlP6/SJpwUIXWs6InCOAhtR7M85Xyx6RugsySH1SqXP3jA3E3cbqApnQR6UF507FawVzc3dUZfgRLp0sB6tgRMIxNlzQhZA5OM4sWSPCMszHcaNqjOG5pJOoPO1FHO2IxIySqwKC11AiAM+IdQRs4O7rtJh4lgNpKSe82dAkeU3UqPtRxX0ewWjc58kwDISDZwoBzLY5zRKC0z/BegUsdmGe0NkjXNWBqEWuCsLH7GT+u5Jwzftaw0jxHveRGeeq4EdxO3BysnqUI1hU6kctky/FNmGpA8IyE9wxJStqWWNGIMYYLZ+lVRcoB87oO8onlsJF5NZ67RQ3o1l7OfaZeY81MeOoSaQZ+e4g3cI9wXYcBzD554Bxklo3GltPu49qhxSWNcciAIBRZ4+jkUybgj7fwoG0TeXVV9ZUJMDg2PfWeOyKmpmQ5zAZ0R5uZh7x2liWZiIa7TiOoQa0HgeDBA2Hj6FgTgqnIiodz72eStWMZhoCkMR9tvWA57CoBswQ8dBBcuiwboYApFSSu6Elb59J+uQvRUOXwjvG0XtvfQsoxjS6FqAt5VtOoBk9sHbMIS+HI8qG2aLQwo9j+LFPr2VoJ0nI5bRsq5wooaMf4wByrFtyAJBGoZwUY4Oj00IpzCMtuPsw69ExFJKRjpqZU4BqyNs5kLEy94CLpiR0FULNJelulplOw7aGBs8zzGubwuvf+9KmOIOv8/xf7pnu9LUloi1lK4Xk0q85LwIHRXHOQV41XZ0Hd/fs4MtRWr7cg6SoBc96C42DisYUNQ3Cm14aMeLYhIiQ0fKcrtMM1iZqSugjTT2VNKECMp4UXIlM/oipsLV46uuax6lfU6XIoOFZP1R9Z1DRQeebBSjXZyrcXNhZkI7FjjKiRFEsy4AdAMzwww8/fPru6977l18+f/XVV89dTzdbJ3Dk3sW03bwZXnFSQGBOOYn0WYQZ5oIAIJPC+mI2LO1k5KmZHD1sS/pplbEpfSyy3BYDxfNhOd8WU3PdnMzEq7L2JT3+h1cEEmKQYxQkVNdk7FRCkIjSMRzkdF7mtpK0MBhBXhBWAbNfWKcDEwtS8OF66K7NwMiaP5Jni8AeIX/w7nLnkKlvDmrosMPfvHX3QbTW/PY0WmPbFGRzQBebNW/RFWsmy9YoyzrLyGxgKX1BOcAbIno3WHhWEiq6RnprVvM6QypS5daCe2dn0R4taJIZ7UvO8D4FrH64BJDSHFy2rwBlobpplcnzr62V+40gjztxmy0uyvrtIRsPsMlPbufLe9ZxZ5HFCtBV7IwPD4VZn1dyywmZmKD5FOmHh339c7wSKJcfGMm1SYEb74/sds6fSEwOLCjNalyEra1gPqK7ryagnl2PvBKLDuVI5SlCkVlaU/MZZFmDC5lTGVK4jUmKNBeBTHuKYlSYi5NTub02o/fTxNQJapKZ7b5PO7UqmXVH7uMIuozWmu9Hvmm4WmYFzYx23oNFTbkfllwSw7wdx2gA5eC24uOHb1z/RWQ4Yy9yHBykHEfmWZS19CoYB6RMrTSSPry1lvnDGks7AxMKIqnIPCysjc3R2+buESCA69ARmITJkXwaxLmDDNatMSC0mMucIjG1B0BZYy96xqg3jAFfMqIS/EZS1qJw2aMJHlmiJjDK+91d1QQeNzEhRZ7b6GINJO+QKPmsTiBllmMJohkoS0cNW1KO5fATM9u2jRqjdsMRpceXwyZp14gcYy0Iwzh5uVLxRgBmQesxGEhCMdol72HkBUcyXGTXcGpJ13BmU0V8deSdp1kBZjl/OHNh6mKfLgUx7s6YlheJx9wqJCYrLwpJhlPo85qoHamZQnMMIbuNPO1Edz+oQaHBITiXMFcig/y6czGHQ4K1iAs2sxhAd7Z5SKzxvah42wM4CL2/tMQ64N0PM7sHS5m6KUuSM4Rixqx9fIAaEcPv+Ny5dT8q2qTg3gBeKeuAoTwB9PrDQ8AgtP9qbuP+45jHWj2YgRPv1qrW1QoXjpHzPY2SPr7/5tuvv35r+xfPz2/ePLXGbetZd8V5J14d8K8gEhBTcKyISELqTDnij2ZMHlHUiELNAvES3TxfyntGD4v+mZqSSw5r/iYw5aPROxfFyoif6vX1uq1g4sGWv/Y6InE2kKRIwGf5Dok5Oql4uIxMd7EShSknLi9B1XKHEwpYkei6O8LZcxvuOvx++O5+3/eYZG6GYdjZnT6eGm83u3VrLZozWnjOFHMSWwZYLEtLACUMqiU/UdR8tFwDnEKi4k1MVCib6QvP0EMcDTOzaECs60ShXou5krm8y+KfBQO1QctJsfUeHv6NVHXcTpQlXPc9k4frli1PhwdJwyJyrZ3ar9K1S9Xd9YIrnJ1Y/yLJxsk0Wb/khBTzUg+aYQJBVr4zv3W4MaYrISrvQyH4yWyaWiIuPhWjmQWb7CQzmo8/jcXkmiVss5aNfW1bJOS0wjgX0OfSnesZcbuliDkxNzL55H7Ek4XhUtZzZ3ASgHTZI6TDBiZJk5E8jr21qG9J0+n1mvv+GQQWIbsxFHUFmjdp0rXYSc3HAEfvHdC+7xYsXQMCBgYooNOsWzuOQ8MbeJSRc3frAQ8DGwWTBtb7kWLEGZb0EkuKQqKS/9XdtwB/gTMyHDDD0sk0AtFU2apVzvlgMlLwylE5hTkHwNTLYvbwaXnDnO1jDMGsbYDGGDUHJiecjeGQp+s2xiD7PNieoWnENVsLJmM4nM1GMaaxiEDXAoKI7amyM/MuW4QSMl4arRtRH+atTRTnYwxmWs1j8tDDLEWHZZGqvHuWOSur4DyGpYyAp6mZzvvML4nRBbFta2cl4hNnPqiGHRFAa7fwvY7jyDM93H2EHxO1CAAEsXWS5tGSSXePesT1+FWMWzGBYD7gkfB6kOwN7oIflOBuyKkmE2GQjAyRe1pZnAvlZmDsb7SvX81kgtjInHpIaPqUMbqQRaHCmtmXHVWKVI178iP6ITjtOF4AjCO5oU61gh1U47CweWlld2IzYE784Klkz/aRfBIP9hCZ2XEOGIaZqTJ5in4lRDDVpIhAmUcbf5b1peuSE6hA0Jyq2NtZn/QaaeWZPqlzss2lLNAJEC+yGhUnoSy0f/r48f7dn3T4l189ffXV85u3t97b89ZvvYHctq3Srxd7v/5sZtCi/uKX7DijY+erPhj69xLJQEV0QhaCPiNqR+YDPqxDmJkWEg4GDfdqF1UR91Zp3/nhSAY9LOYqJPP3lacWILM+riyYkTWPuswk+AAnCi8bt4xW8/PeVpU6vz3QSXCVAejk8BHzh2Ju5tRjkoIwhfIh/3T/+OnTp08ggC6+wPYmNOrW9k42a1tP8pEgNEEozaA3cms1aTMkR96i2XauWLkcupaOnSYYBCgFPdal2G4CiwDxrMxMDwIIRtcITxlokWBpkqzFxKdTw88L4nJCk5jdidZahFl77621bWuAm2hzM1/zgJbnsAqPFh8A13PUINQAdwWGhbmCklWB4R9kyd1Lq9sUgPo3fSAzK8esAsPL4v8pXorqFTB9mt7V+53btwrw/JRdq/jngqyO/TRD0xnIEXzHaK1Bs1Pt0fmZ92Ayk8nUex/ylZfK3RstwQ2q0ic6RmGTkA/RBOCXYtyH0EPMHYlvjvBYyyDSGr5N51kquukS0fVS9dDwzCMdLjdZIfJoODbADrduMOsYB2TuR9xg3C2APRscPiNROlNAIaGKTK5niigLVNYmuf9fY/+2K0myIwuCIqSar8jcWdWF6j44PQPMw/n/3xpg3s50d10yY5kq2Q9Cqql7ZA3GsRE7coUvdzNTVV6EQuHKyB6ztsOb/eL+7mfPbF1FQrSnlQ7fcXDleiljVx3oVsFlAIjQjNlrLfUfbwFFttcuW91ZwZ2ZQTXq5uIaa91jjJxoMTAEZsJS+hHFhNiDqmKZB0Da2u0zmhmQYSQaaA0GOEJIEkBypcgVlQvqCbhk7ipAHGd1wN0jJos1oCYgIzwWpsaDcWftBA09V7hdn8j7tteS8Awhd5XArSPQQa7stDqKGMvMHh39VmDVAXayBsJYsiatFSGq4nSz3abUP07BS56xEopCHvygjVFdUuxRECvMPQ9QXebyQ1j4MZea1dbe/SMWyMwxRsy/0NV3HAargj5pdFW2kamZv2tVTR/KgbxqFWlpnHOtWJm5IoOYC1O5FU0HQ+I1WEtJfsQKu5O8QmyeAUmTb/30PndMzUiEKxV+aEPPHZ03+BGl1b8ma6tAYxlsG8SODD4BpP0JgDSKCfR4XEc956eJ5O23jt/95eepTHllZvz1//3z3/5txM/fv75++/36+uHj5V9fLzJ58eA01w78sKrb4NZkGgmnue1xZDtZ3Hf6Uf/6uLaQiHqL8mSydN6ryAs+UyukwdbmTGJYPZy7S9vCGPTdT6uN4/Hlv7rP/aeZBR/Rou6x1dZ+OIVeH8LoODvf1u4TlawnxnNQfSpAqF4uUkoZ2ki0cJLxaH8+SHHmClUS4ue871jKMzPzgv01v1MSJNfAGHRTmAEkEGZeHtNgxfFVSFoLFmQeeNu+8rPX+G+XUqsDmEpR3Wsf7PvS744eR36gd4+8dimXVVBxpgR74tPzw/2f77LtcHexEtneL3bH+rGLztXfZ/bXLz2/CL8c28zsUWPcNKxz3c+ttU/o+WD33+uUlaNFAms9e18gi9y8F0jxnPdBOz7Q0Lw6SKe153130rX35HO68Qvqc57Z0xNF0y0yM9dyd8/IuSLTSEEn97yPe7FMLonDiV6FpPmqE4qMJHO457yRKT1Xx5Vi3va6hEQHM8VcucZYK5E4JaB/NX1LMgsZ7sW01turtajf+Xq99qyjTbXKtxu3zKyiqsnHaxfbfd8RNLvMpdkuG5Xuvqae3nL3BsYKRDg3ybbnEZgzCpGqpx2ZqeERVEBGz4yVwZakVgWy69QA5hPDCWLK0Dd2zCMTb9Gylw0EhIKR6BZJ1bW39RljjKHwuRq8SJr5GBbiuWKSRFRux8WFtdYaOn7r57e7r3JrklZPALMGv9RlseLczoGM650UFXPqQUoKyKwKZ4hn4rXCspyPPkLdVbXewX30qdOp2N2XFlL/wlaTKMpDEUsFcqrHztxIuecMbvWzfULO7aidvFaA4SU5r3S0QTAHychcDwAeKGUgrvU4cgDXdYVQKnV3zPVhv2rvphE4+wUDpoxBioVBUzuVidNTI8hi0FapwavefQSCfPLLHSxsN29F+Its9Y29Ew9T+6ymfrcwV/ZIA7ZEQmOQay3SP8q4kTOxVoPPqEp1rf7rwndOyYSar4hATCeQWl9LQDOLK3QIHafqlnGaFrWGztSKPydWVTkmNGMxIraGX5Swc1WhVxUmHiOr1Wle2rNefpTgeyB6ng9Zf9nOaa/1GZvu98T8zz///HP+x/8k6RZ//OPrH//0T+O6/HK/3AkbTh2kFG6affo+XgEwCG9pj1nyS9PMDkIe9u1/gBb7+o84tbLnzHR769hot1EkvP3r7BmUmoG2o5QKvkk9ywrI3hCOz6JeP7R9xPWeWKiJT09TVyGLFW2XuHHn0ZlCODMzVeB+C0fSBFGY2RIj6ly11jVNpPAALat1B3RmsjryLDOS+J73jKiu+4gJCzOOL16X/SgB0qhbptM4XIV4umfT9vgQ4/q/qfTmBIqse6RwRAysoIFPQVOfVqRy+rGOb3wvOzKovQcW0rpAvyfKoLG9/VHunk8t4vnX515A7WPSVt3Ue/M4q4mH+cRzT8T/S7WxbW+vel9t58zkMTLx3GmJCQKpoLYYwOfb8A4rnqFk74viRGamoowsIbuH7K+yMmt1ilip90BGvWmyQ2sW8ZAE3hjCvU/f0UFrSp9WBiibsGPTne3g+ItXekMA930/eyzEwihKhpklOTPM1PA0ilr0N0vwvO77VkXLDhnNzJxz2jV0v9VNMtxFtMrMzIBstX7Sd7H0HOjl3DNibfvwjrzUM0HzI/FgHA4gbUUmc6weT6Yu0jfCUr5d833f1+XbC1iavY31gXiN8V6w2i/SVdE2q0bqerZr0owHJ7ueZMLA+7u77JM66c5qpEYCK4ijMtLLqj4izSbeYHZmd2QSRs4tQxFhxI/rNV40JJLG9/FBUCr5vYhnVHBvMm1jqQvX2Hv21dcX0wDxBwOZDXfVMa5zLrx4rTMfpWW6Bu3qYqAySgEHfYWZcixC5tCUWwfQEbdR/Xuk+idUTjByxdqZ5ZlNlqtLW1hgRbUr1FDjCcw1QUtGiq10wAP623NtChcUI0rrjmZmTMy5UGQI1RCdxWfNrPklQCaCmRJHY6YUETO7vFXfywWiS4re20trdyWx1nKiG4LetsxC0jTP7t3x688K6YCmrPqRXrM5W/ASwTuFr7M5fCpb7w9XfxktI6clBhEeay1PYwZrOm1m5qpGkEwsNcdaRfhJbPRIAYT8+iIZnYVG8/62qd2e41PYt69KN5fHQKR3i7mP/JFeR9Dt4cvvRemoeX9URAyaJax0B+Zcf/38j3/7z//8z1d++xj/j//236/rcvevry/3NDO/nO5idKVFPVpUGNanbCejNbHn0aM//Pe+DP1kDIHl53i6fZswRwlKoXZsAKCJs3g+Kylw1a5/t0an+8R223UXn/+6/57V88gsUEQoxLOC97pJtuNkZmbs8uXbB1avbmdqGXnu5+3L3f1NqStN/NT9r2e1az9JM8vUgXqAxvl9x5TKbIomHwkbg1+XXVdYuDtU1a6FYBK25VFIBN1pNW/jE0Jrfk4cP6kS7fmQzQxHWvKxuPvPnbKaySpqkWn2tiJ/588o/TyThHsvx37/1fr5Y4wd+eHztXnV9an9Z55n7TyD+xVEZjRxogNcvJ2+PR8iM8ElXgiAzWwmof1fTQmNa35840fUuB/d+UjPS/2ITUnCTed/Px89EzXp7ADlDCjtoRJVP0q0Vqj+GVyRU6CHZoq0xeGc31aN0FjI0V+xd4iinlP8a0mDkLvqBaBUXRfezinfIVKghNe7jp+q4WDbZFJybERPWpLX7+kjQFo+R7IPtcIs6c6+ZdERIV6Qu0fGxybfx+HMromhNoqPt5XxOIT6s5f76+ur5kvtQdKpSGA/DPIZ1qDN//hE4NN3aISuhk1Iv6KrjsjMWMvMx+j5F6SFDRsdiwkLTzQAYQkzD6FpVXnJFfM5S+Qzuarl7fTtKxALhfBXNxayHHmNfrKD09OPLBWN1AjPPqJarS4kASTnvM2e9v5Y1bWRNJopGa+9ong/J5it/dMQVAc42/7u6Fvf4nyGOkfx9piZi4nqTOS4qiKc3SSfmUQIERYuTTCzJ+HiicF7Lsi5+YZiM3HhSbUIt53S9ebDOTsDAp3eDeU/BgJVXnV3BdQ1EBFdVwB+5WN1jDXqAW6LQ09kLUdxvwXFA2aqa8OcZtbCmPtSQezPiXo6JB050M6+sq5jcqUhJDu15sqEQI4zxEzBICIUZhpymKvIYYhY02waLKRObjqNCn8LZzDaQhIhtqYyzwX+6t7OL9X5PK4k+oiys6Ks4JmmT86iOP1NwREAuk+qt4keXC2uS1lNTIh4wCf1aA8NUp7f/+f//J/r/tPI63X9j//xPwbXWuuPP34HYD3SlGRWUkSoZZotRVuBI5Mw0N3P1gqRYaLGNPVVk40SsZ8DtqnCk8MXYnG66oio1LQ2cwfBZO9z7HfuQOEjsKuD2U9EPi0z2cMlg9h3QXKHpIpwAVANY9l6N6jOtV/XXdew1I52xPinId4e9GP/JD2RgakYseQVIhjLvbSr7hDH/5kitb5/Mh5WsVVfqpl6rV+6CwPANccYWEdrv9B3UfUlHdVlwROL/Qg19F1bOgCApvE6YDQUYkRkyQSAkRuspZn7Wsvc0VopKinpC4QH7v1wOtE04ZEn/gqSysnS3KSpYeO31zXnNB7qG40y/u2q6RMsPTNUqtPHJp6GMG2wpQLFehZui9ZGRPgCUP96NFXUvZTPqpkKmchSIK6c+8mUEsBbmXJ/TmaqQUpXsCrcKVGSzCzCGwI9XEsu0lCA6MeClnSzkJFjFwFQNPBs1HRkar6VO9ZaLVAlH/JJdHlM9C90ZGULf2s/o9XRSKrGtUQF3z2PXbHx47ve9snhaiXonQdYsK9hn9D7+/v1enFTwo7xJ1ZtKFE0g8LwHvFUFsowyWf5MlPjr/o/D0f6iOAWXruaabC9oRJUFZRXJoEZ67ouw+MUTu8QhLmzSR/7wizSwSW/X52XmZlwyUqrVrCQC7DIgFkytTRmBre15WOA4KLAp2c3HpNsajRuE5hXEK/saWQSxxlhAqIlbPpmHCPU5qIifbd5IzcfNMQZKpdZtgVt3GWttu7uFukWnqelXeSyno0dkcDKcHMbHqE1rUua85tkEe17e+kmoaylc4xqbrdMrK/ruu9ACDmfgDhGs6e1StCEJEMobALAoMWqKbd13jgyw/15uALzRxVcPHNV1fwADrOKcSQqotKPsmB2Po5HYfSZYauebLk0zJHUNYemLhZbRW+NjlJq+2aJ8bwJaz1vHz4jRMQONdfLLKa5OYmMuY15Zq4gOBQo/cr/2rLyQcy1IiORK25hfKJOV6laRtaqeW1D6+W6MizFH03kxdIukUR5upGKxuXmQYTw0fI9H/t2/yQzqTymkACtzurxD49d239aYo/4EgUTRaOJHe3V9qviTq34U8wt/Ls4HwSdPswQ8/7+/r/+P/9vkm72xx//+Jd/eTlpZl9fX2JOuHP8PS5ST1ubCYe5MTPJgTZJtkIllteS2QqtXqdSumb7WwfMR52rghLuOK6Lm/VfXe7YsfX5d3snm59UpNPi73vZf5fy3KcrkmC7sqsqHH/W3Q5NQfRDACC907rhKnoWxlO/FXtCgxZQFQs6iAGfOdNrDBQycdBRGGvd3+ueXd0Dh9Psui4zsyvNghhobEyMZLiKRbR25yWVk3rC2rEFDGQz+n/dD/xFXrukzOCsJGEvnYvGypJ7NXdzd+0mWlzXVY+Z8DFYTZG+19F6JFrmFlMk0EOJS3iFW0tI4E6r6D9NJLX0beuk2wfogGcodnznd/b5xRl9lSIg1Gz3HOGMB304PwStGLo3ZL+O381OanSPmXMqFHi44NmjxtqXvYE/q4swcgVRONADsUerzbkja0wq+Mg7fJ6Ij7NZ8YRsQPpGV/UvG/LXX9xd8+ul6oDDaOT7E8ZjBMpCaifgTCU3BGDFOUNbpMYv+mNRNJti4B2tZkmqpj9XmVOrea+ZuawaCWKtcL9I7t4pM2kYh9tF0pZlZlbsE9u97ruLUg7Zxzx74YDEfd97T2bmpmMhhVxXNq9op2yRlEZqNFz3oHUoSc0LsVZJQ/Xn7iV71k7jHLUjDUCYaFxlULXTA0/fj5iItelJSyveiLufnFFV7XQBGppzie+YsdYaF0mOqHHjIAnzrHmRyGBE1EVrMqmwMMohEKjWwHwiuRLypb3hpew4PQu/TSCU6ARh17i/V6xsBxNAOt3MGNNy06uFojz0lOt6lHJKz4lFkr3nHDaNFvHmY9A4uXZA73uTOPLHuYpDv7t8WLrRC25VRYbYmkat/4Qyd1n5lngazhE937CWJxdBy92zmSXFboQMRwP+mmjoRq0ECBuvtRawrGApHUMzICIDwi+7ihGZBxqHcuEFER8v0XBJutT15vw2soZUvNfT91OqfRyYd8m+qyc3Irtepn1Re6MfaQLQEGisRKTxdvqqKqGUezwTKbKz8lpZRhqA2UcaQDcEnHB6CbaJD7mnIXU/yLnWO8+2lnVFU/rIY1dsz/dhKHEYmjMw2hfTPJW1/v3f/vz3f/ec17j+8S9/fH19/f7jxzD/+jGu63JiuJnBO6sp0y8YSWuMTwdQp8wsAT+y2/71IgiTxIphmm64gyRl0v5fxRP1gPog9KC0bJGzAwY4nA0aToiDvziKNPKGOnzYhzNS/3jtzz9/cT/w7BC8F2LHOTLBCp/aJh44YhA9QAPvA6AqgokISkVPpArLXUV1pGWsiL/++mveS6SUNDrHGOP6Uk1zjDGSGpYalJ8/thO7zPcIMAFAuG8I6bGie3PxUBE6YwL2aa12DZRl0AaoBmEg6CiY3NtKu3GIPMCy4UaSHQx9bI9zw5RQl9Sh4cYhfxkwGJWE+BmS9vHY1y9EIsqboVdhpyXPWejb3aMsUZb2bT8oFZSC4IGN6fno89OzREMAPqGPPn31c8uM0UV2ACj2qjjNkU8x+dmlmWxECuee3FMrzjfvnazi5iCQsf0HgL87Edbxf/UJlGMkQM58bG75u44+0VxM8V6eauaO/KTa2A1bQLImbkq9NYEHGjAw8RmUn4dxE74hiwp8TI1y90pBKYEZYQpJa22wXICohCW6BLO1InIaDQxJvcSKlHRrD4J4QtvjyR2u4W0XIc04xLFYXJnqRMlgs4gykgajDSYtu5t7rXD3arNIdPi49nNQXJG5PrQSefgRNHsyja208Azh1GUbnWBimdnP++ewQbAqDLHomr1Uzs7MssSutQ8LS84ssGNg/LbWSoaZIVZNiO+XcyRyzVLiiIhEHpt46zAVtkTuSfAmhoS7mlYMSFfXXjyhY+bbmaGCwQhrRxsRTnNa9Tex4vFT8GtHwTpmDtq4mMwZYQuPe6OYNKWTV9Sirb/UGzrR6WfEoZOpAhnbnQJDGoDDfcUNAKbS8NvtoLqQOlo6emo2as1Sj+sDCXFKdEaiji0pZTA0lycBwM2cgGZsmBkj3TwO+SVU0gL24Zcbbr0ugeRzrQXKtJmb9TQaNzPJ9k+xFnkaLEktWWSs+3utlYn7XhGhvz+mpJ6G7r31inqYYJk83LnuXDs8QqprTPhBVpZ/Hlqt2sdP8P/Pi4Fn/yTJJ5FoHsARPaB0N/lw29/Ap8gUn2+bFYlJtkMiM9b3n3/+yT//z1jrevEf//j6+rr+8Y/ffvz2++vr6/US50k50tEIEk+KrRwrM88CrqwKWG1n3uXlhPCJVbFE3067zn16njv6eJ3RKjsge/lrxxnuNudkZRlvD2T/4l5c7eoDopHfmUBnOLkf/i/EhQJxbYm4u/WjUcfBTFfCjw2wN4aZTQ1Gq5tSG4vw3tP4Pi+NYxq0hRLW1gN00H2krakpHFkiINmEijFGEtfX4LhoBgwbL5SNEremY5cSOxtA2XQZ64iwq6RSFHdFhFQnzm2514W7lnJquUlpHjXnKrpipbDAf4ne6pISSNhwCoXQknRsZwkD7Ujvz5ReJ6TgvW4vt+747n3rZ6/rmSaVySKqpTdEthbcqvDxjS3waVvEfTHGo8hY4uJGC/zcGQh4bSkNzTGqD7SdNhAr87+2JP0r1vDEkxGdu25/8v7F7e8b0+3tfaDsGyjZ/OnjEywPSBvHr5PMOTPzZGHq5Q/vBGIIlaTwcfD1YOf9FpCRpHVjR+NegxsBUYb8Nm1r/6Lec993EaIaO1SJn8B4HGmed5PlW4XMWWY9tFk1q4rqVHukqXFhebrR7nxkkPU5mu2UFeza3j9EJlEM4OSGmxV5nYhvZOAoBWQrVySa+dN30e8plhewf/6QuzoBtg7TK4V2s3ywXr4/ivJWFiGxoc6F0p2/PLe6woW8DGox3edXAfTAda3MldMSl7nqtSTX/a2Luy5hqhW3SuPKi59p6mmQTqm2X0SoJCENp30pJHMuA7COGY7GzPTe1m6+FgiMy76/v9EAlbuvh6+TSTWFmNZoldxaco922XlGEKChxi+qsYXB7HHyLPbJm+5dHaH3QwUU6xr9x/mvm7LWntXKQ7iROcbQnIm9RNpQRsIlQ0c2n1Fk6pVvxmK/oheY76iMJdx95drXAHx+gsaQq8hoABJMDPcptULTuehkamMOeebob/ZLoWeoOVG5TOZ8NsNb2if5jPWLc1U/tHRB7/w5OBJ3EawRpfL2KDZBLR0gk1uYoHKj2lF6F1UYSu72bwAto3ScFUVI9XwI5KkPd/Lw3lecLR+jrJqaX+IKrgnChopN8z/+8z/tP/6PiHCbJP71X//lt99+u3789uPHj+v1er1eZlNzCADp51lm0kyr1O3tBDjEl2ftNKD6zpR5lwRrIT3cz3nnYOU8yb6l2kU7dJBTFyAUvY9J+WGLBcBKkb+69d/ibEU8JM92B/1c+O7WwEMnP2R8fEhJzKQzW2zUNhrNOLf9Og9dpWMAAg9Ruxx5GXHTIyaZq6zECZUpXDiT0M2a1/MJe+AuzsjvuX5+Yy4DhllymNky/P7770sXk+7uQOmGHvodelBVDSKNZtkPEF083Zst8umNjeL3OACut0KKmUlYZybQjI60hAFmEurYK/Js43fo1EDD3iEwa0FU6rp8SwefZ8HHQySov9RyiKFoRDvOrBRLxxgJIa1ROzAO26WlUajtyEdaud167M0ucMrpQJwbMjOJkcGOMROPVMrznv6VOD8fD9+38JgdUZ2B3YBtUbM+dWIuFsUAHR/sQAQrjCMizJ+o6yNryhaUbhagJE5xvkebQrvemlUoNuden+yKit7g7hGJHEehgzt4fR4at12UGS9gX4d5x1WgqTZyXhXacWTH5R/b7Gyrkm2xXEfETNJEP1i/JJNkCqWR59kwxEfQiQpxMhdIuilwYK1xpjkisoahKwM4GJxZ8IJlJiLUZXku+j53H7toreXqa0qYmTxyltHIGSHfHqjkSVlI5ga+Jef+THyVlaoLPWxCTfvVSvU4SjkOkim00qstwZuYOuadGaYMMggOr+EG5jBbiZhLddy1aliNMINMjX5X7VcpCzPSaWLZRrGFjjTCjuaGFRHhP156SudzQ2PFVZGk3ysznILKs0CstTqEY/GOO20fmSlVYEPw7Tz3lai0UfVyheWpdFDy1UZSc9aPDdQw0Ewk39U3ztBWG9rMMiY2ptFxIQDASUveal1+Nr2mfApTXDdUfKnPR6/0iIhkmjt2Xl7ooAV7gqFUnTWcqlqiCwyoc1XrMgE4nM4WcK47QOdwb46nWZUhdmJj1tFtuXqb3Nt5PHRQFdU9TtQsSWORlghcmMgistz5A8SqCGTRqARXw4ABef80o8mhIkDMlPiC5Q4B2uJsF7IXBEdMnJnRzKcEhliVhZlZLCAR0fDb0arPFiA1SWCIXgYYYq01//yf919/XflN0hz//M///Ps/fvz48fX7jy9344BbvF4vki3NUJshy4M88Rkfd2NWkivmuYdv19vyjZZH0sMkNp8gTF11xr0nq86jMBmAhpLRRnlu315scY0xFMuJhsSO14ppYJQGWPG6zCs/MRZ+ZMQuM3XjniC6X9Mb2beKtDayCOWkLqtB0tKMFgY+upiORBwOrBqtOrAHNLIWYNiofFW0aLjkFBIsFmkVXGh6eju1wwIWVnGBQfcfYwDgcANdwABNY+PdfVW54K1E26vgfUjU2iLQblf2caGINzqbasoGALsyi39U6Bqc5OAjbaP2/vZkag05ngzcfURMM+tGmc+FKHy7f0wWFxAsCSQN8VOIQKtGnP3SG/Z/7jhgn83+WJU1Pp0omSTUei81ssa96p/QViuLpFXhC4uekcdX9DdK1io/B7X10tQ14kitT0Oxr61+IkbjLzrPO9iqp9cnWi01U2qv/VHxMTnpDM3XAqCQWrL0aA4uUBi5LvIjFj8vddvAnz9/6lytVWoVGq/TsMWngHA/N4to/her5BVZcernfQM4+h3RcYyu7e8is2xVDN1ah86kp7s5XFDNKhUC5oAjcmmWZiWuIwISZve266RNiycEfa4nhHSPUco42s9SU0g0G6phgowg01CTus4rP7bN/kntotDcxe2ATNVKS0A6ULXiZyBRghQE4K+LFBu15lmPi0AYNVVFv5US1Fux5Jrcwkfx+RLyWYyIQQc5hLrR3Myxvn/+/Pn1+o1mYvjq3YV+lcQxANN8N8tlVvs4D0ipd7BmIaAfdoIWxNVGPyD1HevgdK21hgQm7mlgTy4Vx+jYJVJiW0Bi5dxYlP7V3OacYq2cGO+5Qtvi7G0nu22KRczw7Bj9FkkGFlqDjUedHbAkAlO5am49mn5FhDei/Gz39JpX6ZZzVdjwVGeMPa6HNdg7Pk/LcTBXEGSs1npIQzdJAAreShUC5QwIIMICllxwa52/56WuopL8WEs2KyJXFidvblV0ixUz3sCRE1+s7o3MPKVfG3chSSkYeCqi/LnDD7ishsrctu96d6kcK6gFe779g/G2DXdnU58I6K+WDod/Ek52pJuZlRE+7Mb9/sy873//66+/7K//w8nxA3/88cc//S9//Pjx47fx4+vr64K9rpe/LqXo1cyYrYN/VFT342JWnHWErcjjBO12jo9bcLseRMOKxfYUkg5HXrew+TeAaySa1cM5dXbeHvsvdnw7mPPE7QfXaHRmcq0sOfQqsTEy8TDBib/fVNgQI9BXCxotqjXPsUtamiOkBCYbPgYAM7TiQFNYn/syZjxzDszsjkfML6r4P82TwBgOjRAbDqCoLKlCapJIf6GijVrM3b+aCOMwTdM1czMKEuNjOc8F3d6oQ0Zrv2u0AUBlGXKZPerKKDz4ASzNDFA7iffjMNrjw6z7dbQr0hgwCQaZmSyzOxXwFb4ofRfSfgXGUXDcYY3VLfusR2l2ZvVn2Sd9CADOCcv/1Q7cGy9qdsI2Beence8ivbwaCyqg1L+evmP77/IsXqUidNiXEj0+ztSvO/b9ZWsFjn7zvdkAYJUyyxhD/aENjRjpG7mPKLvBnkSah5aFri1iz4R4XppJkgu7ZQdlJ9U0yYySTumPJclkgkyaNCr3+9tbFdaZJTXRlbQjQtCYsmpRIjMyjhxAX5OSd7aiw2vmrPGKvElmqj3CIlDbmBVikpSarczPnn70lqaDFFO8GtQiE+KKoecaizm1r6nCuJQ3ZWa1ZViTl5RkdIsPFyLAqwSzROA/o8MCrUjXvUtewUKq2LsOm0mYO+Z3ooSxrKcqc/d3W5pZ9/6/sR0ighjzXryM4IDEMyltUofafhMrR6YZVqZkam2uSSJdomvaiEqqagkBTDzTEi+XXAhF4TczicHKbavjdcbjLMlh3fmYcwpIyUxyAljw83l9eJG3Q7XC8csPAZTCnYyXx1swYGkBar4kh3s0hFVBQ8YOaulm7rnCDma6mQn/U6+EucVaW1OFRJTK65NvVYEmQLoNhfUaCYRsx1DiLIxTawrvpu39Dq2AOrqyRN9DDTd9PoEoUK0Nn2VK23v7s65HAz1GXTeLtXKpFUJLwEjGCi5By5klbnkEELJZdXrMYq1AaXuPMfrEYsUaRAJ33LFWmQ3/SXLlpU/EU96Fu1sY8mB2KnnK3A0r6LC1np5+sbI0wzFREYDYEltHISLg5Uq38xBEWjNYC14wYJv4WGt9f/9HZnL+BzINc/j4f/0///e11tePH19fX2bGwZcNtTy60411tA9pt7qi94Xe4QikBZ7ooeZuZk1FKQDt43f7x+IeFUiTgrISPevWCofQZn1+2VJ9muaRE8cBrIdsViw9mfnj2/XQ1szT7kfrTgk9itB3StheAFvVUHbs9+ujqL6C2sa7AvJ0B+PTCGgPqqFnk9NhhrVCAFP2SVlryZmJ08tH36FD2GE5jNcXVr5eNsaoYnE3srC0vWlHtU4hXbdT65R5Ziqt8u2xjgMbxYHeAcebbrYo4SThwx5BrzQDmOaFSqJKQr6f2AG8vY/p4yPN/VbhYgkpq4jYMCTSUtEeSfciw3RMi9weoh4meMxZOZso9ajOZGbv9nMRP6z6kw69h5iN+T3dHnj7NYmbKI30JrRgQWShDbQ/v7v/fCDe42LWWtJziJAbTuCtJa63zU7kMGepIWauXXj5vEc3DcbY1DFld9YUyYiwQ8j6fNlBNILWrtrfhGU90KhArRCVpfVKdnTL8g7rfJj7FOwozcpDZFsahYcgi8Sl91SDgyJC2WHJoBQzpdqGUEaqiMuWGLQqsYUTthKADalOrqBZa21axu65Pa3BIvlI3tBoY2lC2d/ZJS0NDKq5m0mXQ/2TQVrEyqP5r1YkU3FCczF9dVIh+gE6AnFAhUpukmWmmTV1IfceYFkP19pZV00jvjOTw3fZTd9UILERJCaNV2aOMdZKdxtBRCz1gEzy+v337uVZYGbkGEPavgVc1+2NiGTnZ2M4UvIletzcU1xpD6HnLHsHzV9futAViyXangasFWgR/HveHDqQAx1ObfkYdiBc5vUZCPaMRQdknWpRpcGtMcDCzAKpNVXrw3PqlGvaAVnLVlahGWo8SWJhujvXmyAIufnlBppkDnQ4NXBX99gQsckadGSc3R+qE/tEt6cz2NtU6ctaamuKB7zpx67PUuCF5mec0ob7M2ebmiwJm4p/1rrXWkHc6+4vjc2vYKSDHVKgMkCStPu+h3vGNr6ZEQULKi90RGCYLeYMi4hct5OpOYDf/25mab+RXDkyM3jYHZnmVSg8MkxUXywoCSnnU8WgXVVJQDrvI54ikVdE+dAA7N3lPOvbIftnYLH++vnnn+v7/yL5wn1d17/+t//1x48fv//+OwB/XWP417jGcB+lYfF8/gqKnpAFWPGQmGHC5WnZfY5lD430IGnep2CS1U4PYDN12DR24DRJlRp5Yzmn49kAjw6a1FL0gW+wejMjny3an8Mmu7B5uucBOT3HcfAMCdojfaxJ2V0yk5Oo4whsm9S/fZhvdqQSxEYUsh8bAHT70+HUXfUunTSSYDiZ61hrYxp9DAnq/Liu13X//Plz+CszZ/mxAUsRM1NEuABBI4ePTbHARptUAhCvEaoEPJXEKOkKzTd3Fe8A2mWt3yY1n252jnUZo0qrtg2C+F4s9b6eEIhUT6vyXRwT/TY0+FgVt3FdtSWUkNvT8okigf/N+L69036NlvbfD/uZe1ttrtLHr5y/WFUylaQrwnls47nlcCR4b7a6y3AAMt9CKF3VdV2STfn1GvYPSYl55t516A/drKxD7y13BQxlSQPNb8uaZSrESEwASYk9VcLT+Fh3VWc+k1Gs2TVDCeHqGQmA0KBKabjA0P8sZT8fG+viBGhbdqGAHY8x0r24PpJ+qHvvUJLAOtofVWHBqScQVIaeiSJKFW4d2JzK5MYFoFPLz4Xwlkppu2HC/HppxKaNeiBjCBBJFrlP5fWNB+vyAUjzHMCKHGPM+d0wazCWmUUz7QBkxhiW5k+ZuPxOKs+p2mBmKtMLlbl6Q8JSE5ISSv9JYtXO3CLSajqpablvjYyAfCAgbqVIFwoxzWBmY1hGxCr0a1fc0hJu9o15ueVS+YpAlY/UMzvMM3OtjEwf4ofFnNNsqCf5vu8/flyBpZEh1R13nLdffUCSZmN93yBnrGQU7dcRkZG4rhG3Brjx2BxutMhp7RI0HaSdez69fcJjKzRRhtfimIJqNjldvzDBpFg46qVVwUvQ28qwnjZRGU4377i7tbEW3mJm1aesm/WTLXGGmkZuFuB3Z3Uo2qgn3wafoB+g7Gl1jZEY5o9+4/lmSyPoJlSbJFaiZxravE9P/PG6m2s156Sy0nyjJ26spR1/SCmxiITQsBpcLmIWphrAx2h/MMmUlIYTkYH8xgID7i6iOnIgsVj9XyTdMOd0KXIV1sas8QqVI1Yskor5JBHWXQydmXmVv0FgvZcgn8cnHUQVB4j+POT398+fP6/4zvt23K/X659+vK7r+sc/fvvtt9/seskij/Hy18vH0PzAt7DJLSPY4pMKPvbp6PUuKEyuy0wUdbhfVEpB7RZmjZ3b6TaQCxBxv+L7D85WLVnNEaxSvhiUNXdVskEAWhwHxForuzHy2ZYlj6xgm0WUf3+9nfqz2GFJZI3NK1FcddPY+Yt7l1JZf9VpP915QeQ4ru0I4vdXfzyBqpgodXEr4CJzzwxw9xlh42Uxx3UNMkZ5mh821lqBS8rGWR1ZjEDTReAolQAAgI3hpv3slpmmjg0b8pwk4RmAWUPybWTYAMaOzAZ74YGBkZmpYwG/xlWoD55YXx/YbGn0CS32lRq8aI+GoqCa1+sFMU8SbuOhV1SpKxVZ7ZDrzEJz16mB6JJZEpa+GxuUAEtmogKgDl+endOB3bF2mVnSnS2QGy0hxDPaew86yzKQLJ2oA8Q6t4TKf+ee2fu2zVcH8VlV5Gd3NccuM4syMRxmETNqhlIX2ZvG5+5rZUQYfTuIE/ct2t/jCrbLe44VO5l08/tdim9fp/CRYuxgZkdZtocUkFbxlh0ePKr62cKlSp7Kdh3fcllpJWYVfOszs9cjd2NKkjTldyv67Msjus0GLD/c3xuQ9IZ3iPZdQRv5cDoz8+f8NjNJ5d9rknTXehnQSpyeMyPnuq5rL/H+3pkhDsl1XXP+RRKItcJMmZXQ6+j7erxJMzVDveTHs7KVVHAIqau492w0J/yEVouv376CDZHU6kcSqY7Uvt8bwECk04zIzJmJHggNJhAv+7r/nLQH5FdxpzTuZfsYmaESJ2BmI+HKAfx6CUnqYkdmBvBgCTsiiYjSATpwcNI1itjMVkoRxtdadhz4DG5jVx8rEuSRQ2fKs2uvbIobskZyPeIRouzoAelj18rMkKFPurjtPCQPAMCvADTgK2v/ifmh/fFw79J4z2WGNNpDMUZqc6xwv7Rmjf14RautJO4iVWLlHlGvkPApwrRFAAK4jh7MxBKOVGyELtNEz5QkOTDcfGLqIQj03pYrumMxIkThiRoQl+5eGbCCqfK97oNIyIXsYNfK7alUTatuf65GkgCMSiX0K3esKRx/2WvHSWEXkCxdKGQmYhEQEem02poIuJGnrFKCVakOnR/tk9c6W5m595KyCbDLUjLfa973jflnZiZ//rjGNfy67L//b/9qZq/ffr+uy8cws6B9ff3WAhmGhqq/Kgh75gL1Eu0RWMpX6uycl8oHQnu7/vM574V+zEG9OQAc03BU6SGqCTSprvzjo0jNwPusZQBFWpBZANqIdadhHuoteQTTaNr6Dl9KjvUXsZiSZWxSuRm9tUmzo2D0ort7KLnKusjNesmN/XfEIORSuxedRLhzLbGFaDSol6MYMzW/47ou529CBa6vV2K6D6QTCxFqNESPnATTvDyT+4gIu8aO1co6damOpBl65kSV208XrsycVkkqiauRv3Oh9RzyYMHvjF9utdxJSszlec9+P0lzmFm37w9rrVddQw3649tkHTPbfdCPHeaTuFREdyYJjcAdv2V4krIj1Hvbw89fDoPfgYInmOosyuMrtIsqge9ySm5u1nv09vGNVShqSaN912/cu6Mmcx66IDLD+65JAiYlh/Pp/f1ZTrAVmLStVef14/YXcsUixQnOXbMKxsxZ/alaWKtId19q1cfqMp4mvFDhe88oeR71c6lFqumcAUTaVrVMUsL7SvtyZQwWCV4VzURpHSSWm1uhbtrMupoQ3agXUWhIBAG3Njj1OsmLaAup4a9Akg6seITE6361o7ehCHWkrby/74s14mLOWeKy5muq36Bw98jbaBOLzrVuAPTRHiMfRhYy1hNvtCW3zGQpo7s0r5NuMOV5bFJSC0Ks/fy7Q6kIEiphZiaCEbVm+rpBM7OR6rGmA+kpTk1mpsGZzEjZKhktAFmT986D5yj1+xR28xfSTZLJvLnCHXmbKI4Za00AHG5mPl5rrVgY4xU5I8MKThfTyIAzg8HlTNGuhf/lnoguLa5a+PfzyZUzUSwZhOK52AgHMrILtdGWIjvrhcSWM5FumGKMRUg4GgpnG6634Z5YDX1TG1ITAlBTOvT5FcYB1RKNTHd3f23WBWPJwTScU6akmiLDVqxBa5QpJcfwFlxmkpyinaEilaQYYy2D3F1aaxWSKl03rrTEHWvOKUKHgat7svoUFd9IZaYP86TCk+zdff9ElZvM1hRQV24GPUAMwC46K5vPzEwP3btHxIqfZva1EHfEBQKWg+QdUjAKIg4exWNt92p+/DA3+fq/8CWl9FQ27DErzBVr4fuvOafnbZngBPD1Wv/0T7//+Poys9fXcHcf9noNs+Hu9OF4m5eFikWqE2Knp2UdDvzg9ADbLZFPtgMxY/pR/npT24GxY8Q81IyLEdhsK60gq+HgEe7bQQA6hjg+Fto/fdn9tNcDr534hJKTQilqZFNEhCWGjZYh1WEqV7EvPn7BKrSjU2FJHVi9/284YTs52dmdHsUmn3TQs3vkE+8DLUiGRTKNg5kM0f5aT2uHVse5YE3GhLtDER5jjFGsUMWYw0juoHav0VsIwoBQND3vQwy8LPsYm5kkuZ+90+oWqodacYfvnl+rtw2zwZb+6Xj02UhjDAkyWCuC7Es9t5wubJ/o/dz6DFbD2rFRA3zbsbVPeuCboJ7TvOem0vY88WOt5Y8GcgnVZnF+akmPLfGcpmzI48NiqH7X64iMwhH3bx2o0rMb++3Pk9lHD0dUuk/TfulEkH6VroV2+67vK+ioM1vW7JCnxMFFk5Bk6DZFFjhOTU+miZ04FSd4k54zVetqRfxNWE+CHBekp9MfmZmkq76Hqm5hM0L18Nyt+ikSoKEyKpCcE2utGQ0DVXzWiSI6QiJFTaoNVimBHrEB4Koe2NPU47EY1uFWz8uO4p5lJqpdMs2Y8EHLGkCqEF+7txr/RWMrjl2QnOQxthLoU7XIh5FfIvBNO15TBBIJA/cO11GPWpr3Daacg727UAdBAnO1nd4igcyUFFHVlRT2u72QSCx5TVEdtYzPVkrLCDAj4lt7WIjvsxp4uUWsIADescwMyyI570kyYdd13Wtiyyg4aI/iamZGJZEAYZToBjJTrTpKdi73nz9/LlyRwJrmRUrVwdZMwrSwYyQlAJpGnG+ud2ooRQE4padkSdX0rQUdVmbxF5Tp6mK7h/twykdhQv/nNIIquq/1E0BNuS4GTI06VpiiBwrELHSpBmG9n1NA48nbOxs9Zu4YCy0Hinaxq9xngJpOS5KRKSERVE9JZU5rLYV6czVWH0J/mbgSkVh0y25c3VuqphCSwBNJkCzYMqRR9NCTI8RjMCAXGqB2C8ac8+v6WrbuUKE8BMdmme9p908Ay93cRxqAG3VXLHNLDcOpdVGWH4eplbLUYZj3LtkGQjipnUlwzJlJoUH3vzHC1T4y7n/5l3/xsa7L//jj96+vLwXEX6+vr68vyUAaebnTba0lVodJdNhK3Uosk85bAu8zMHawZUdtq2IICMbJBod21Pi4bfzyMjMxzYmadze4H8Zeu/pF0dL3p1WQcXQXdt/K4zjrfFkC6fnItOpVnN3j7vb3RsRbRx1UpNMxqNot31O73IsKbJRo7387iGhHhIFA0hgrYEQ9/74AQOgLEHPOnoVgkvTgxsZEm6pQiWstr94hKyMLrJkkQz/VaBzXeTaacRCZl7mWoz3TvvOH5Xnncnccg4Dl2SXBGhnp6eljjCAywtwL0DsiXQApgKTYYNgrNfxFErBxXa0raebqPbZc01RpKUfzLDQ3MnfsSV3kHjMAgDUOUedRCWcFbcIw2P2tq1fBrNjPb7uhX/u+ougiz53K3S0wzTVAMjcQRTLTyrM+wVYe6R+AtuG1nfYeq0OYOK+q//0Z8Hq8hHJ5qmO088a/vZ0d31vL3OyzJnl8EW/263Ftsnut6VH2DdVJSmCttdNgtlDXxu/PkGg/Q/21iid8/uksrJMesWCV56UR8BkJmEAWkU1RlV6b6lBBQuJxAFpVTZ4MqKMdC0jrswP0OrkkynuSYbbgSz9S4p0HqR01M5AQsWzntfnxiszMmXB3EObmVCMKhXATzGpNK8a60VJlVSnHxIjM5CPEHbHMrPe5AfCjGDfnzKI77T2QEVK/KkndrslqP6iyKgHzMLDUrcujV7VNiH0W/15dpFIssUGoAlpDGzVzLTMVnEli4PX1uu97qzHpvEQF0UQON6+uA1GKEnNOu8ZplDNTvd8dwEq6KwhamktULXNJeJMA4BwEwbiu6z/nd2lUuiESYKF0qaGtTb2XEAJNsGeydGS08Nr6pBhO7OJmbXb1FjamkJoUkieWmZASz97uMyKTV+ep+0io5wRcSGRGHjlK0lzN88V1SyCzpvo+OWJ/e7mubXHqAfasCHbeYDYy9/ZKts3oK7eNi1A5v1pydq1Wk1TWQsRa6/vWDNxsvdDWICQDleYBmUjQEzgHr+G9HrcDlP5hZPfW0M1IdQ+letbc7/tm0syuTIfRfc6MhBkhJDVuRyB/siw9Yw2yR9Dm0P3KOEiz73mqgqIx9p7c15yZLQOE3HlzZI3yjmDcc05lewMTgOXPr2v88eMaY/z+j6/ffnvZZV9fX+7XGEOQ/tfXRZZypEz5SCKwrM78s8THE8NhgjvKa+f87ryhwcTthsyczyQ50LacDXtpHjf57pmkBOm/RkVmJl8tblamnmlFOaeHOBf9+bsUd5HQlGrFUglJ7B6isu+ltHP8XT+cXdo4126fDrGsGu4CNAHquJITXClmNyvuzJ3+KUNIRJQ7jKClRaoNOZCmthLl+oUQaKZnVqHKzYTmWwRJL59te7ndD+Idw1voZB/z/WffbFA8ZQNQnAeVkvfsr8wkE5elpQHW2V+gEjmZhMz0ouiZvnfvwyLeGNMSdMlUBM3cYOb2ykxpz+C9l5Zk0lEtUTIXNejv8VvkO4F7APDSyxQbOzQSJrb8dQOiJOO+N7BUHkRMXE2a0lBEhTgt9gR0411VbFeyVKuUPVRLaUV+yWqzKM6lbmSLbpwA8N5+3tMmeKB0PBz46f70F3e/Y+19KId5/OfbCSpKfgCt/kp1PyhpXGsHbat9HLLwwCJsOCKqIrfn0qIJkfpG1UfeAULZ8NrVRiZrgmhEu4Ij3arrD2aRwbQ49UyMQ6JLiiLcvYhAB+1Kr+50DgA+uFa4XSkPCggnCyAyJKDz9fWlnoG1HnRjV8nKtWlgxvvLzJKxYoqrXSL5lSLql3ytxW4BfX4x69dnloaDRgmonbTkpQDUBAqrJNYU8CkA9cysMYbyv0yaXcPv+0aAiflds7tqV1PQdmkvq3g68XabmVkTOxArFQFXIPIYB8QQQCNNxxWRWExjhpJDDbTpWW/PpzMxWoF9ie1kAyg55WvYYqz4HmNYPIL4NLvvuxhaDbObWVUvz03f01FJAjVLyszWzPtWr5MNmtmImJnhJBEzQHJxi/S+JS6rcrsKQSKiy0b48ePHfd8RIfKhgmS5U0l0ViyRzEcgpXbYxlojJ1hSybRsiUiidIl5+EX1lqCxnHwuCXXRLbchV1biRpkI4rque76pypAU3btmEG9IuAsr45wQUJy5ZX0uU83RMyPyvmdmRve6mXE3JWUm3kVDdh7Tg7MeUm0X4PQ/yolqukDOqbmKC+KGhpHD7SF0jqDRlrk7E07/nmG76w1Bk1nHwjcSnndGmsI+DgCzGBjVPWomMpBGqQZizy+GIw1WRbTsYBrIuQB8r3utdTFiTuI2ALEy87IcY/z44/X19TXGeL1eXz/8t99+e/kwM7uGmdGHNR/RvLBqAHesJAwcPlB+3UmB5iGVfJKZi4A9uJ66Vm/gidtOS3SYzpp28+yN4xWBMbxHy59k8Le3nR8uB/YOxR1W/rD7v/4n2gGh3LcE7gXglU5eP/kHV0Tjf33NYtVgNzqI1ep4dvW+zn15+4GstWz4I/YgtMGUJaP5uPI/Qb6V+E8frOeEpsmKLNXXefRTf11AySH1uKTCYXSCRIEYYwBxXde7SvGz3me+V6dbV5AgeJmvXGkjM3tuEPneoVXInG4891Z8SL2yFVa8SSYqnJSj0ulWc9/eDWL4RHFJc/hg61Cg8b1atQUzqzFuiaY11639us0yLaP04MtuU/i73fddJPS3HMPONToCx8M9w6GQqp5HhYZqUztzjG3KtCcJZkrOJgEwMmMpxyUkXfRkaN2LynIeh5Hsm30yCi1XrIUtzfrLiyzntVc/uEM03bjmD2Xsek27EqBarEK+4O/BxN5mblU+6UtNUwJ/CKGzOpa2M63v46Pa8fGx2WJDUH2PUjN5Vna4UOok0bp3opYVMKEo/6lXLACYZ1pIwCi8Wfz+zIxQh3jr8+TajIJq4iTohQ7uuBCfRjIBseeghivrzoJsdyn8QsSG+mqhUa3pKQg8iCyZNU/jVhfRL6h1AkBmZPC+72cPr3D38fX1/f1dz72r0HuV1QpTghfEjLX3nR21bJKXcNYVSIyemTEBTJGUQVq+zCNWJoyGFdpDm+9s8u1OM5MCWwGPAIA/f/7lLhXG7spZ3ZUt48LWFDIjOVF9vxs37h6rtvURRs+FCPSUm7QLaTSM7k/Ij5O2/2Jm933HMpJRfldjkg3NMNA0IUljw4eZ7VmoACLy9XrFXNkdcrtBiT2tT/LITa4kQLRUspmtNjG/FtfMLOKpfaSJIuC9I+tWDFCmZmme/jSplc16nueZrDGXITujekN0GpCVqB7tWcAzenieJwvk3wyw6Mu3iG+SKzOxQdQ37MfMODE4wMj6mJ68KZFPGkhY0h1pYHCA5JXpTr/8+/ubkzAsYW6SUrt1zZ5ofkm2RjRK9zsplUWDEPi1BoxB5AtdblPpRmTbPpA3gBUzMxcmAXCS/PoiyX+6ruu6XirdXhQTy8fw4TsHOP+SRvOBRCDE5bLhZW2f52xoZyMHWaMTmj9jsD1Y7AGriOSb2V1idzxTvBp1DpiZyn+bfwlUaO/D4yBBs9mBdhiRj/1gR0fIfm77Ddvi4JdXX3wAqd4ECMHqWKSdfbLVN83edHzrjlA1B3S4c36ZNlg0W/zjwvbOzCaBQA0WzUfShv8ggKNGpGsvDUAAN8TClCT7flBm1e4q/yfMDZH3ffs19jPUVfvxPZlp5pFyk2k1mK4Dr9hHvSmGmk+d4eap0uGwN78L2Lj2ze4j7O6yzMLbovAYI5hWx6eRni4FqpIFEjTxypEkTGKwrEvbz00sjjPIw2GIdty5OWdnDCeu1Vtn7rE0KKad9176QHPHjpjf9566+w/snF2wU+VXiUTW7F5tFlWfGvxGLUlVjZ7+8ydE+zv7ufdP3XKr/e3fjqeDh+j5HKUiDkICYYU6H91v1ppUmdDgoQQSw4CEDZ9zaqx2xEQNq2z0Sy7mlwrSx4neR6b+6bi1qhrBs0fD91t0voT7KgZKM5trRoR3s/9aS0i5wAFEoklQ1SOvIDr3fMhKmwPFezYzpLTWMyO3eqi7K8hBtRUWXhkRiYyoMT1sHfIz3BdjxN1zrr78onJKpk14QcHQEsIMJ5n0yLijUK1jBwZk4wDM7G6kwlDNCuQBpIdMb77vxxIoGpgZ933/+O0Vx5laa/mhyFjfu4LgwspMyxi0oV6qYGZrUivblisaxX1IkusOkj7Oo2trJTgStS8T0xwWsBpRVvuyVBO5RgXrZYZ12rB8BXZ4hAacz/+0WDuWkGmK5aSlBc3nVJgoYFU1lGlmawGRqMF8uYNCQa+iUzpdZG+VrDc6UiZHTyaJ+x5mbILesLHWmkdeVYb1zMyKmcrVgun7XGVmSVCWH6s6lAKhDbdUqNc2IVXsWMFd8NqsJbRGDx5DQjLAfChNBaTvPRFR6COA+55mJgseGR1otFnpNottlIEHgxHB3+1aa6XVEOh8N+LlCNOMwxhZyidmRiDUg0wz5vKrwAyS6+e3u3sOuyxfft+3xkZpnpt9ZWbOZVUGgBCaULmQiwCCiJnbZllE8jKzjJ8RYWUODEB2ySYzA8vMmDMzbcyvry/Av76+fvsxxhgvH2OMr99/y0z/+qGNAncfL5Je9VeyNXjR2SGUywINBmB/oxf/QODKs+6yeqUUSGsUq3vk7Qj9tSr+iK2UP2vam7O0qR6L8OkmNUCJpRxhPcFRksiIrlPAaUjolCtyxYNnPH/Zf/9w+b9+LzoA+iXGArx8ws6X5OLEmNYUir6A56PQFv1MY/b1nF7tjFwLzBgWEVSHFrGQSYt2D8RznVbjfNzMGjclWSXp8dowuiQLAGC8vqxru88ttpL5vhKz52qtdk6SVBdeVLavZ6USbSQrjKt1ZPvIwvmSVa509SeSIrGINL/B3kZWWP41zqYQqyThIwFoVqGqyMtLcrRgwm1J2L0F+j9N7VQPpmKdYM+ye46HkW9hu20gJFMyIRlGVnPP22OEa1bE3rdtkfw9voyl++6AJ8U5oRd7W7Y01K2cAJNvEJHseUSo5B2IX/d8phgRq7FJ1fukQYFKla0E862BX5LZc2aflyhVVG10F3Nz9ix1uEUjhTLOWiUr2SxGPFHObsmSzZThUhm1nwnXQctGeYFnXOHmvOqYAjUNJQEzc2QCq4gQx1nroNNMRUVXVK1NJptldXm6kcMxS/ip/aB1l/3CHt1ZwX3VBHKRLMG1+oiHacdEK0XUM8eKBhYPA/5p1tZas8xxSvhmUXHUEkmqGmuQ+bouYXjb8u+PUrQzM8YYYEYGfYNEe73U/4JEwNNpIlxVL38mmYWSVro+1lrX10v8Y9WOgOpI6KiZD1zpdUsycJGtfrni1qLSEMWcWNruekyZ+XINPg+vbQ1adAxb5zjpc00zAgbPtdaubJBMi8yITDffWX5EsBgwvrd4qDu7etGLG8fkpiJlpiV+XK/vNbflQvnFInVaQm1XAx4ZkjrshgklT4Ei8UzihSwB7sgb4vWYIT5dy76dp/m0sgcmGt89lPmaDUKly9WRHiFDU/blPdPdf9/SGjuw0xQoO66nD6UnEDlXRESpPgFYmRGxAlukoOrQoveJE6kkiX3u2nSuFTDHKjdUF8bI1rHEL7kjSVQFXe5tZC6nJzD32IpMGy8AscyGJfziANculk0N51221koNr4lghqOelfhAALLwRyCWcxpswZGrSWRGspszFjJ/+yrk2Mz+8c//6u5//PH79/f3j9/G19cX1Ktor4iw8ZKpcvfRBVkAUnUSKGMc+95tD4iL1NBCWnHTWLkg23Syf4Kj/FpJ734BVWQCG0QH3vgxKRaEJva+AQ8AxNOVLeYhyXG+R76h38DCAvVPVpF9G1+FO4U5ZwT9Wfen477TLxa2rjVigFVhglRY1U3yZh/J4tHCx9zFa8226R7Vg+WGnWsteapDtv3jL3jcQ3bMpHMTqanRiGChLKOl0RUAi+Z5BpEk9Z6ZeL1eMGFvY85Jv7YhEitafTyPAQGkyLhzLC28mQGxiXEqg8lSle7207kFl6CDpyI4ABm+tb6Vu27dKwW4Cg23a2cDvRuKfr1epV+zAeYWyX+K2gdksn+Cd6sYVf8RUmisNgsgmEHjnivdsaEW2V3y7yQ01GozySLCqSJXC96mAmDh99Zqq8hDG+ixqznEhi1EKcKvURwbJB7VXHYe/PD5vEvJChq2zdERCFZgt5+AgNtqp6DJRj6PTtFjFSLBTtg2sQHof41HVnfmIXC2H0hLl6N4CKJOIWsgGLK1Y+tBmz9qnqCqHxXNCg5hNxUVlpZSR+lgaJEtSRaZW8CazynT8xk+AHx9fd33fcfSbS5kzLmVgPXb56bqwEU7rcj2PHoHFc5a0o1iYKHTZh2vus8iOF1ATfBVpevaVbV+6xnh9V90kkQAZeMqFcXqxQevIUPkJszvQNLNfFhm3nEDFL+5kogVyptUfUYL4WhZO/R8O1b7L4O2spTJIks5xEHSIybU7QCgU8NSwTHDnIuu8ppHKsBENzfUlnV3NM6s4JTAcJ9zmgkYDyAdWzzsgYXkGOZcuCqGJZWCIIWySuRzkZF+qfdnRsb2cJkZ8zHoRiUcY29KwCVKIPNYhCHSmdfle8cU/tdrqRtRZanjRSc4hn1/f789X0ZmzPX07aLL0bpFxULuPgP73nVoJbbitNUKYchV814SLlnLrLJC9s/7FUCaXUeA+BY/nR5RZq5/cUtc1KaMiBkzaiZLQtxqAkSI6CzMRn3CURMbSaTF/pyONywiHE/nYDbzGg+qB5Y+E1Nj3QqPSRKUVVq5m0DFvagpC+ayLzCaD+sqgNhtFrHWcku+OHJlZkgKeGqCCL+/v0VwZmz+uBMpUNuZsFd2FrFDpbXWP/8vv5vZdX39/Pnz99/+MLPr5T9eYwwTaXqMgRwLa7Te0mu8zsagImcd4qU6O3ulZNfcZXPeyt84Xz6iJ2Hg/WXPD802W+vYG83Qet5sMGZNha6z3K8nBGkfvztz6zMF92/utnAmGLPO26nBAUCy27L3cSI0nVjvnH5n6vs5VPu7LrmLMiT3SEOt7+HhgmQ1HbehwBEtkJV1nEHJx38qCcxOL5+7JpKWNDqYpkJRP3knqbJeBwT2rHK36VzX1XfhkpoEap6BPNxFfn9/68x2lSAzU4Ps0Pk2SbMrC5vjKDPI67qypSiee7GKadS3q5uyYVixm691AWwoTjt5m+vjNiHB05ogrBiqUimoDpTNF8ud1P7y+nBXQvjY5Sq1OctvdJPYDrCwwzhk7s9QB5Cr4bEMpm1wcAPPCm/PiHOfwfpLqRXWW4MYNta6AUmIE5nXtXtOUdlXX+VaE26krZnuz1E9wgVts1pZ4ar3vFd1TD/n4oww2mmSpFj1c0ZEZKS72wyswGhuZyLiCUProcHdfImgshaAy3w3MQzazIj2rQBg4ihVY4Fia/XK9Fozk5ERc5oZxwCWR6JHXNachppQ1V4boCUzVazUd807hFdHRFq6G9w09hdNBlBOsIfLBQsP3rZr73kD1VrIRMvLqbu5gqXnkR4NYVVpVHBJqXwvrWkQQWv3py1Qk3O1tdiDbXQ6FOsJq44IrPThAnQKTT/88LaBaFuqY0vQwLY5JcpDlgrSEt8OKwGLNNLXnLO033NbxdI+RM77Mpb0O5CZG5AIkmCCYXBDwchRx0zXWREKEAtCvzR/dqJhXEW6ZTTF4vULb9rlWJmRyJVm5oNzLTdba/24xlrLpD94hjmx1fE6lGksp8uRZf7QEcZ93wTWPel2PNACco/jEACmZIBmdsWzyxC1XWKbA5PxaUsREeF9DIxVlIkFYBky0RrQR41JvATjVu/LhNF29LfHVJiArFbNFyBkZK6JBtK1dDqv6Ce8vR333w4jGxErZ0TccVcKGJpeFaWnyDCzyJ5itw1HMV3s2YKb1tB1BF/MzEjLBTsJakXr0CBh5cojc0kUo7Z+pdqLDoviSGVfw/IkILRBRaVMrrXcBz12YWt/Y+8OvF4vqfR9DQew5vcYIySWBvv58+fvf/zrfd/BuK7rerlCHJLXJVwWHPztx9d1XVZQS2YmOByeCB+VO5lG9ILoOKaNaNVW92a+1MGR9VgazeS5gesurKCM/Y5ts85XZqLGodomYAAYj+Dfg/ydrze/vjOTje54ibZs+EEv9TxqZkzFhU214PuG2W7ZjnkA5149tutnzrrPe19dvXaMSypUyP65hrU8zrLVyvQ5ic2PrC25OsSpN2Q+cOC2v1nn11CcLro7Aj78vn/u+FiojJpM2S7tiKetUyaq67DesGMaVjPWWptwGV6fWbJEAGhBM5oNu06+4jA3Wtgve+NoB9F/uDtAdz/EIJ8Ycdc990I8RRITTQpqktO/F9Lf/V0qI+7ShAE0hvJw/P96CbVyvAVk+5W9/RKYoby0ZUVQYkCRmZ5hVbFBYovJH8+kP/AXjtpjJ0mAQV/I2VPIEhX0AKW5LQyPfRmCFmIFzTSNZis8kTW/dfWT2c9zYcGBQETE0Y8yDm3C90ORmQml4p5hyoVLIPCk35DPOFNWnyYcXF1KNjOJip/nGg2g7kNRgUsQaflo1GIbKwBzfmODUkD2+IbBlpIgoahLcaBGeD9ONiNQesDJU37HnZmL5jXzzQE8ak2EtekDYtLMEAJZIuKCk5wxH+SvZ3tmFrLwvaa7K9Ff90/VroV2aFcWnYuQLAuAzFhYkFW2ohCEMym5EvDoE2UiV7Sn9o446zAU+7Nagt7UfMji0RWnVr1TCUbSd5Fnnypzv4qSBKlD3+QgYOQq6ke2YcyhiH7OOcZA8ByD2OFUPSmx4rpts0oNcjZoQxDkWqsLGUHy4i6/CkdUiJCnfYnuytFjYp2x6omuyuaSKrra+J/jVOcWVpu1JoU7G498toV+JZFLjTMcahdQ+OId4+l4QzG0lrxy3ztSfEAQTCfodpFc60ZWKYpd6DnKxzJDtp1QX4+O32LPM9BOyUyUrKLpd0eJMVxrLbY8rt7GAnGxSzrPQe1tK3KbjqWy8Gxd9W0TM1OHzUFptJT+RgdTCgcHcrV8kixL59BPTFksnTTDRrNyG5YAVQtA7iliOt5+oPcwM9olmUYA4ANIkFtcjADWSnj1Re5hl4pU1lrAtVa6+8B6vV7Euu874e6+aGam9vufubgnBww1iAEA7vnbb7+9rmHGwbH9IlpBgyRzuXtNQa2VaTLANtx6JAm3w049T74ezvav9YsVkVTQ0JkDtjnev4UGM47EkWvldudvhyWzmyGDVq5COI1aTlYGvWajfYSJ3BHhQcfB7hSkmz/OpubZeALwd1ULPSt3q3Slt26qzkQOFy/zMwJ494WpNjVWqJcaRf3xMAFgT+t5Qkz9WRbpdH5VtTjs7/6cioEKuh2ZpYE3k24DTTs2Mz4dD/XxY1wAxvXCzp2xq8bd/SsxZBY9RodU4qMkT23CPTpsh25vqYIGsbvC2NT7IR7C4eO1ZEAxxsi5n9tOjPdeFWKdeNZ971Ue4fvZPx4Ft7xtv/PXyeeCcegLbnAIAKhZVXbft9oE11SNVh9Y+By6jia2WZF7QlxkxRwJlHlKZHyEmBInFsWCClyfImw9K3jEis5v95bQn1oIdzufjK4nn6N0zOlGtWJo9ddaJ0K/HxFQs5urTaRCRpK06shRCbss/97/TyxLIi2jmEWF9dLGGEnCBWnRxAbOzIi0t3NHEiggJjNLRjgT6HKq7d5BiX0900cFLu3QeSv/RcSqztnIVnIg/Ai/c2d0fHfiDbl1eVpWa0k4xrY9TGm+RZoP0cbi6PFXe6+bBxI2OlcZiAktx7ZsOGxytWbWXgIw7EkR0WBN1Gi2Mm4lsaZGgyIRyiUITRwkLVvVqUDEbXC0BkUAJek+7vtupRYzt1uNIwXoG1mtpLZrwP0MRxArqreZcHnWpREIxwbcD8joOi1AUY0Kyc+QTkFCdFeONaRk+Bx15YgZw/idKxMRNsawGe7OTCZC1EXBJFiy+TscBHO454rMYLqbZyENQ2GAvmiMAcack20+tHhrZRM/EzDZ25GP6vO4VHY5bjyItOAi0R0skiQwmqs0E+tFEFxmTMyIkMCBuKA4SlqPc91gsgIFbWskyJnc663X3JFxXTncfc2Jhj620Szjy6e6RwhPljtcO8iLAGmnUdPJ6RFJbmZCUr24bQFky8H1zjbLuSyxGwdDfdSVy2aNylbwqDbyTDeDhsGPa86ZUZiU9ARp1HznpLL0ob2xQ9jt7N0ZLOkmQKxKQ8leVImWZGgiIYRrvGhX36y7e8LMzOVfpPxUXyAHee2xoWGNf5QvgwSl9RxQJZsabLDDrHP/6/KyFKrepiPgPUA5vbJeZ4l8QzdstAB4zkjVtaTe5IN9KvbcUlQ9gu4Oe0MQs7jWyoKA1lVmCrYss92P51mOX+FDABxKqI7PPxIwko0RKnl8ogc0Ko9nxkcb/Y35kamUN96e2BMoQC4Q+4lRYKU9gTvhBHWKhVWcDqZO017iXef1AbRrKjMqR5KZ4ul4P5YBgV/uQkyt5hdXum8oAbAK0ezZDPDv+46IvF6+MePM3MMVSFrGtm9xpAHuly4tIvxgbZ7bsp9VAhCCKKGQyDQrC6I1UojEbtfgI5AkqlSimLj64bZdBpTinX5qbzy2Ctf2Eaj44G8wvnpfUbdpqxoptBs7FWwyjHC/RmLes/2Ni2pinegoVk8mM7P5sgrO9tZVuSNygnnmIHuvPnfEqjjvy97RHsm1Tr6BZYY13mGmoULPBv4wBdIgi0iWKhXY8ZDuWX7QbLQ03QIsGHJikaHmI9lqt0te3DhW3h9PuwPuakXa12ydqgwfkTOKLtVDPMjIUAc3IhhVS0x14jAAiGEZIfLDniZVeayHyvErj7GrewVPuohOcPWjWCYzVYxm0LiaCN210UpQdXaErvXLMiFlZcQErNLUEickweRpwwG0CoeekgZ7Nv5Se7GNkBLaR2IghFnlUnUrD4bP7r8xyzUzEwyiwKBr+FprRtBMfMQZyMSwK8mlphPZZSZgo7U/gRTfNAJr5YDKAckkndXKHhEwqi8jEy3Xae6+KphVkwdBE8PP4Wbj+/t7jAsJ0sx533fcU70nH47NpSRXiG2FtI/bkAEqXCSfhDuSCYpvZ5GGWFW/IxV/tq8NXPZaa5EmKdqyOs0HUliqykMmM+feXgsrLDKqxY9GlYMKw+v2XjxuqVaMJMzNXFMa2waWOdhGObKLXCz8Ta0wGnTmjfCeScGx2cvlk1ldgT72kaDtjACoVu16hhFbrCjmnIw0Y1ZrkmhkkV0gx9+8DGia83MAQ430XTtbaDRXCy2RFN2+aiJ0SyLNSa5YO/ZdgZK1Vq8uoVMYmq1HguYgSQEeWZjrwu5LbdE793GW0TGaAeYu3tNqeF+aICLHyKiNYYA9XDSJGOGR4H8qnlTQhhoPJd4RBw63+hiIzrLiU9bYdtnx+NiPMBG/fmY7pPM/G+ToGtgR+nQC3f85hu0fnn7lLQBFDyh4vl0b8o329/EXHMy8iufyIZifUXsFzoGGut/cc+3EmmeQf/t15Qxay2lffP0pzLi/Orth4vx15bdynGPIXEREXP6aOZPInFZ8dVu5yIgMFTHTRwKV7LhGO/oYLlRVN6XZFf11F5JZ01AU9j3bQxcffVoBIG34i4PAnmICVERRS+Z9okkWXlL7WoUzmJUhwSbtma21xnXtQOQIGgygWZqZKhICDahWQXk3AuCgJcTV2s+8C2EA+RZW7v1pR8Grrj/3He060ilU9MsrDWkmUfoOjzK3LnxnrShoKW1lOxEF96Ua2MnPPhPcTUSHrd1lxx3l9dc+wN7OB7KT0n39H7cfIdpMzQ0v7VI+3akSJVbR//hO1CWZBbHm2jCt+JRFTS4vMecMPrWOT0Wb8/Wgy38zZfu8fnMfQMw5XR0tmT3YIE29/ypVJvpPiAq/VhISvs5dE2j4oAi4UuqVXpQUDSPTQdnVzPQmD2wDIlvExqEtlbWW2l9mRlehdCP3fQ9zI+ESqdGVu9EQXexiWEKj5gEMDH0rydU5OhQUmOWapAKBYqtks6J7z3TSc3C491PVv39Ys8IRN+LMSkTrgg7ivvSgFWNLTZdGGC3HWsuFxartXVHCKp15dx8Bq1Xa6Uia0RiwZHKx6ee6mfnnnwDwIkmnzXvKVa57urvTnIZqU4pr2Fyx1j0ucewXgJxhLidrDuZaRsSa5g4wLLawURz8uU0a3SECazMiIjOEFyo6jnFdzUqc0mrJhIosUlJRO8iaOcZLus8/fvzeXdOQHHm2fPa4xn1/I0s/Lj2DoosAoZ6vIvtnJ3A4t2bxg9aM2YG+qTvUzGqeS5I09dUKSdOVeMntVhFhznnU0ZDJ6nnPh0WBxt7Wuq04XbkyQoMN3jUv9jnHNp1nqGHkbgg/3omKDEqdf+ug9wELlaY+fyuVJCjZUvZNkl0CMI1trVyvEm4iF0jNT1Fpxr+M1PiYGiBZV85wAukR4T7WWq+XsJw7IiQaSToRw3B4O5UnTvXbtwYOQdjuWhk6+MAwwjurA/C5dysm63PC32cNVwcS/t4WK2kBJH3CUtsnYca3joj3ABRosWwltIQ6B9oy7qC8v+aR2pHz28IiMrQ7mX9WvIsRALorXCqy7XrROQ7jaRapjLlk6NG7ovstDq1KdCVljEH6DhntPRaMCPB8ts+TrMhPISCCysSU6OtbRpFpqHnWOH6dJDnGl1Bqd7/Cb9p3fst8blhUZayuUFfQrHZXKTKiAyCzJwWlt+Xq0tuOfqK7iVkCsxMAfFglFbSDoGI9I8FMWgZRLNJir7v6HuytT9lqpPoRqezH3gWQejmcyQZ3y+puJLXwm/dXbzBYxcJgt6RI5IlK5ilx1rkTqnNZcYRTb680pJYwtckLcdT3loRrX/yuBSnAOubKnM0f+1vMStdFO9dqOcQmeyDeDokSfV8LmcVWgAQcungO4LNj5bxHjR54brxaTKSTJ4WJJ0xUsL6vd621lNNbc6mNYnnS0o1r9mz3PWT++Pa9354HEG/XuZ9PBSU92iEiLEP9V/qEtVYe92jHxKD9IWa2olobSQKeud88d6zsrVpgvYu61L4bKGo1dWpqS+sUa/KnunH7LrFmJ3KS62evciHW6/tbW8VSPdQoaWISwKCRXAj17rg71kK1JDTlrMAHmvuAmdn3/Z/bp+wRJgDMsCReQTSNRH3KUlg5coZanTcS7WP0hHr04zAzsUKhsXKWwfAEueW9cidCjpImcPcdxvqzGbIeW/Rw3w4F1ILk7r7WTYJzjWzAfpmJgh8AjXsEGWL42KYKkNZz/Ha9IiJiEaAbjThoodpyZjUBEAD3dF3NmSWQDImBIL3080ZEuFT1i1Vg91qX+ZwzI9zd/RBT5UMCXWvd931dCizUmp6Aeoqny44JFUt5iqpf94iySn3Kvsgq6RkkjJyHr67e4TqEKyKSqXG3bp4ykuvevrx2eYTIZSQ33L0dTzdSZ8QqCRIgM+/71i6XgYhYJ/pVOfeBKwTSGjnQHU1VPbs1T8rVuxZcPp3PHA6VbtlKrbqDfSBT0g/ywILu2/9FqAcIAvh0AouNU6INg12UYSfmFWF31Cx0wdQ0w2fgm7HSYj84LkZNcXuK/ts9VDRau24PVACHs3EIlg8QSzX0vbv2jk1VBBr58OOS31zb/onC2h0sUpiA2scOtp+eKmlXf9/+2E+b/rwe3i3TOzoso5aFvlCI9o5UdlX3/Ey29YLs5iHyXN/0LnacXYqtE+pPcAy8Ce8dtHH14hQATjP2+ETg8aenYz1MJxIVFkhOiFUaFi4S2iaZymfZNAZsoNfExHpdQdjSnJWsRkEoQAjpKWokmn73vpeZ9w40AC7pBweAr9eXrGhdD6j+8bdAtgkGeIJgp1jCgPsT38eCGjXI0OxO1nSpK3c7MOmjPEnVM/CYdLksqGksFUOfKUEhfPvBJtGCuEBlqIlGX/RpJyplOyY7twGg2W3Smo0GGrAd9i/7tkiK+ezAcdmc0zI1lnQp9at1jD4kqVz42bRSYkOFF+KroSLwtk66coeKreyhnYVm/hKhttCLwg5tkC7a7m15RJhxMKfREdIREn2m32UToqYjmJmHJO5U+zYZlR7ZoIk+QYMPpZhR+htuZhb3jAzDQL6VR9GREICp0QNy6lFdF4GMTBb9sVZp25l9umsd1Xdruy7MjXXJVWWmg07bmtJtEGlARsmcqW3UISaYXea3BocWWiz6wc3ue9O3oeTSOoMivzRpmsWFtc58kIuAw42WK4a5ROU4hrvzWhHhgCFWBQlK0hzl5+BjAJgZllgSr23yYlqJ/m1pmswUvzMilRmSRMTl/nNOgE4msp9/AFgLZiWFqlio0/IAEFx7plb3x0BS3SBlz9eGnBqeGB+Buc713oKBDKRuZsV6vV6vHM3qaC7S0jIIFLGMmgLCYKFXSo4yK4tW/6YbkF0Fnx07pEAsjYjWFlydGJskegF97A7v9YdpENygqoyBMNqKG8QyTi4DTXw8Q+n4MzOXmrEVEgVdP0c3TkfepNXwGezGW3X8AcSKWHi6MvfYHNkcAFZ6eE5K67zDwX5Zk8Q7LGtEpFPpD/oaWYCRGACXe/9iRcpFS9bm6sivFyFJuHuJab2f+f3ORUA9FWJ9EFkjriXDGUkoyE4Tf2PsCbltmpVqq+uCAFqPrfi2+xvRBUoyzcdO/Z8Yi9QIeVkf5uikvPAveaxMbFmNjc/tdVH8qSAjSpQngPBCXx7Bhf5dAiUAu4ObHeLUWlR+fAZzucl5yOdw6aBWwc6ENu3HDmsNPBy5MjrXzMb5tw/Qtzp47iI0AlRXfgSR55XbkZb87QYwM3amp8U5o8+PN6MNikgg29CgETUApOW7d+l7sXNF9j9ttYVfLjL6ej6veb925nA4yzdKLo7HYlZcqMx92R25Gu0aOdfr9bojzLnum8NzJslhIyI0oOnpNiPHGNshKdSTiLHKdkKGLT0itiwtqCYDRGTHzemNBzfm2nLTNONm2dJsJJZ7maKs+bw0GwHxm6x2ZJZ2YN8goLPTm6m007jR0w5kNIGiJ6/sHVgYG6u6B+DUHtPyRYP1Sol2oJMdZiVqad7KuKyOurqnVkutieHd0ueQFI6cfS7OUrpZYan9o4+rRgOyiENEJeqJUo5k76qdvurXK5jjw+T7r3YdLRNLGhd52Ip473oGAIS6fDITpXSRaBrf6MKvHTXW/Y2tikqlyK3nYJpzh9aerwByJz/Sjmj08TG5CpJ+YXSIxZE8DiCDZjYKgO8LAtfu2JPCZSFzUUInSjO4QcHM1Qarp0hLSChFtyO7yZXbvgMpQteonGpfqtQkWNq3f4+K+Sn6o8l9AUeaJhFnYmXgmPh30FFkhX7On06PbkM8Vz8z17ozZc4/5kCGGSWwIZUZ1oxvTwBZ8wa3pepdvVD8o+dESBbR3eaMbEJIzEBNl0Iw1JHeECaAdrJ46KQ6fST/b5uyracISJq5AAAAAElFTkSuQmCC", "text/plain": [ "" ] }, - "execution_count": 5, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -117,17 +118,17 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 54, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "" ] }, - "execution_count": 6, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" } @@ -138,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 55, "metadata": {}, "outputs": [], "source": [ @@ -148,72 +149,31 @@ }, { "cell_type": "code", - "execution_count": 104, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ - "plane_pose, plane_dims = b.utils.find_plane_and_dims(\n", - " b.unproject_depth(rgbd_scaled_down.depth, rgbd_scaled_down.intrinsics).reshape(-1,3), \n", + "table_pose, plane_dims = b.utils.infer_table_plane(\n", + " b.unproject_depth(rgbd_scaled_down.depth, rgbd_scaled_down.intrinsics),jnp.eye(4), intrinsics,\n", " ransac_threshold=0.001, inlier_threshold=0.001, segmentation_threshold=0.1\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 105, - "metadata": {}, - "outputs": [], - "source": [ - "plane_pose = plane_pose @ b.transform_from_axis_angle(jnp.array([1.0, 0.0, 0.0]), jnp.pi)" - ] - }, - { - "cell_type": "code", - "execution_count": 149, - "metadata": {}, - "outputs": [], - "source": [ - "table_pose = plane_pose\n", + ")\n", "face_child = 3" ] }, { "cell_type": "code", - "execution_count": 107, + "execution_count": 57, "metadata": {}, "outputs": [], "source": [ "b.clear()\n", "b.show_cloud(\"1\", b.unproject_depth(rgbd_scaled_down.depth, rgbd_scaled_down.intrinsics).reshape(-1,3))\n", - "b.show_pose(\"table\", plane_pose)" - ] - }, - { - "cell_type": "code", - "execution_count": 108, - "metadata": {}, - "outputs": [ - { - "ename": "ModuleNotFoundError", - "evalue": "No module named 'carvekit'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/likelihood_debug/real_scene_parse.ipynb Cell 12\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> 1\u001b[0m mask \u001b[39m=\u001b[39m b\u001b[39m.\u001b[39mutils\u001b[39m.\u001b[39mscale(carvekit_get_foreground_mask(rgbd_original)\u001b[39m*\u001b[39m\u001b[39m1.0\u001b[39m, scaling_factor)\n\u001b[1;32m 2\u001b[0m observed_depth \u001b[39m=\u001b[39m (rgbd_scaled_down\u001b[39m.\u001b[39mdepth \u001b[39m*\u001b[39m mask) \u001b[39m+\u001b[39m (\u001b[39m1.0\u001b[39m \u001b[39m-\u001b[39m mask)\u001b[39m*\u001b[39m rgbd_scaled_down\u001b[39m.\u001b[39mintrinsics\u001b[39m.\u001b[39mfar\n", - "File \u001b[0;32m~/bayes3d/bayes3d/neural/segmentation.py:8\u001b[0m, in \u001b[0;36mcarvekit_get_foreground_mask\u001b[0;34m(image)\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[39mglobal\u001b[39;00m HIINTERFACE\n\u001b[1;32m 7\u001b[0m \u001b[39mif\u001b[39;00m HIINTERFACE \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m----> 8\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mcarvekit\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mapi\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mhigh\u001b[39;00m \u001b[39mimport\u001b[39;00m HiInterface\n\u001b[1;32m 9\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mtorch\u001b[39;00m\n\u001b[1;32m 10\u001b[0m HIINTERFACE \u001b[39m=\u001b[39m HiInterface(\n\u001b[1;32m 11\u001b[0m object_type\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mobject\u001b[39m\u001b[39m\"\u001b[39m, \u001b[39m# Can be \"object\" or \"hairs-like\".\u001b[39;00m\n\u001b[1;32m 12\u001b[0m batch_size_seg\u001b[39m=\u001b[39m\u001b[39m5\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 20\u001b[0m fp16\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m\n\u001b[1;32m 21\u001b[0m )\n", - "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'carvekit'" - ] - } - ], - "source": [ - "mask = b.utils.scale(carvekit_get_foreground_mask(rgbd_original)*1.0, scaling_factor)\n", - "observed_depth = (rgbd_scaled_down.depth * mask) + (1.0 - mask)* rgbd_scaled_down.intrinsics.far" + "b.show_pose(\"table\", table_pose)" ] }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 58, "metadata": {}, "outputs": [ { @@ -227,13 +187,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "Increasing frame buffer size to (width, height, depth) = (192, 96, 1024)\n" + "Increasing frame buffer size to (width, height, depth) = (192, 96, 1024)\n", + "Centering mesh with translation [0. 0. 0.09]\n" ] } ], "source": [ "b.setup_renderer(rgbd_scaled_down.intrinsics)\n", - "# b.RENDERER.add_mesh_from_file(\"toy_plane.ply\")\n", + "b.RENDERER.add_mesh_from_file(\"toy_plane.ply\")\n", "model_dir = os.path.join(b.utils.get_assets_dir(),\"bop/ycbv/models\")\n", "mesh_path = os.path.join(model_dir,\"obj_\" + \"{}\".format(13+1).rjust(6, '0') + \".ply\")\n", "b.RENDERER.add_mesh_from_file(mesh_path, scaling_factor=1.0/1000.0)\n", @@ -244,14 +205,7 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 158, + "execution_count": 59, "id": "ceed122b", "metadata": {}, "outputs": [], @@ -267,7 +221,7 @@ ")\n", "\n", "grid_params = [\n", - " (0.3, jnp.pi, (15,15,15)), (0.2, jnp.pi, (15,15,15)), (0.1, jnp.pi, (15,15,15)),\n", + " (0.5, jnp.pi, (15,15,15)), (0.2, jnp.pi, (15,15,15)), (0.1, jnp.pi, (15,15,15)),\n", " (0.05, jnp.pi/3, (15,15,15)),\n", " (0.02, jnp.pi, (9,9,51))\n", " , (0.01, jnp.pi/5, (15,15,15)),\n", @@ -285,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 60, "id": "da1e5a2d", "metadata": {}, "outputs": [], @@ -339,23 +293,21 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 61, "id": "6655d973", "metadata": {}, "outputs": [], "source": [ "def c2f(potential_cps, potential_indices, number, contact_param_gridding_schedule, obs_img):\n", - " # cps_over_inference = [potential_cps]\n", " for cp_grid in contact_param_gridding_schedule:\n", " potential_cps, score = grid_and_max(potential_cps, potential_indices, number, cp_grid, obs_img)\n", - " # cps_over_inference.append(potential_cps)\n", " return potential_cps, score\n", "c2f_jit = jax.jit(c2f)" ] }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ @@ -364,7 +316,7 @@ }, { "cell_type": "code", - "execution_count": 162, + "execution_count": 63, "metadata": {}, "outputs": [], "source": [ @@ -374,16 +326,17 @@ }, { "cell_type": "code", - "execution_count": 165, + "execution_count": 66, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "8.183742\n", - "7.675244\n", - "7.5762744\n" + "9.579551\n", + "9.845744\n", + "9.569312\n", + "9.425978\n" ] } ], @@ -395,7 +348,7 @@ "best_cps = None\n", "best_indices = None\n", "key = jax.random.split(key,2)[0]\n", - "low, high = jnp.array([-0.25, -0.25, -jnp.pi]), jnp.array([0.25, 0.25, jnp.pi])\n", + "low, high = jnp.array([-0.4, -0.4, -jnp.pi]), jnp.array([0.4, 0.4, jnp.pi])\n", "\n", "for next_index in range(len(b.RENDERER.model_box_dims)):\n", " potential_indices = jnp.concatenate([indices, jnp.array([next_index])])\n", @@ -408,1951 +361,16 @@ " best_cps = potential_cps\n", " best_indices = potential_indices\n", "cps = best_cps\n", - "indices = best_indices" - ] - }, - { - "cell_type": "code", - "execution_count": 166, - "metadata": {}, - "outputs": [], - "source": [ + "indices = best_indices\n", + "\n", "b.clear()\n", "b.show_cloud(\"obs\", obs_img.reshape(-1,3))\n", "b.show_pose(\"table\", table_pose)\n", - "poses = cps_to_pose(best_cps, best_indices)\n", + "poses = cps_to_pose(cps, indices)\n", "for i in range(len(poses)):\n", " b.show_trimesh(f\"{i}\", b.RENDERER.meshes[best_indices[i]])\n", " b.set_pose(f\"{i}\", poses[i])" ] - }, - { - "cell_type": "code", - "execution_count": 136, - "metadata": {}, - "outputs": [], - "source": [ - "b.clear()\n", - "b.show_trimesh(f\"1\", b.RENDERER.meshes[2])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "gt_cps = jax.random.uniform(key, shape=(gt_indices.shape[0],3),minval=low, maxval=high)\n", - "gt_poses = cps_to_pose(gt_cps, gt_indices)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "d" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "potential_cps, score = " - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "f6b6cda1", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "080eaee9", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/50 [00:00 > const&, std::vector > const&, void*) + 0xdfa (0x7f5cbc0b6d7b in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\n", - "frame #3: jax_rasterize_fwd_gl(CUstream_st*, void**, char const*, unsigned long) + 0x2a9 (0x7f5cbc0b761d in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\n", - "frame #4: + 0x2fe1121 (0x7f5db2eff121 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\n", - "frame #5: + 0x2fe1e32 (0x7f5db2effe32 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\n", - "frame #6: [0x7f5c110a92ae]\n", - "\n", - "2023-11-06 02:39:05.612593: E external/xla/xla/pjrt/pjrt_stream_executor_client.cc:2716] Execution of replica 0 failed: INTERNAL: Failed to execute XLA Runtime executable: run time error: custom call 'xla.gpu.custom_call' failed: jax_rasterize_fwd_gl XLA extension have thrown an exception: OpenGL error: GL_INVALID_OPERATION 1282[glMultiDrawElementsIndirect(GL_TRIANGLES, GL_UNSIGNED_INT, &drawCmdBuffer[0], poses_on_this_iter, sizeof(GLDrawCmd));]\n", - "Exception raised from _rasterize_fwd_gl at /home/nishadgothoskar/bayes3d/bayes3d/rendering/nvdiffrast/common/rasterize_gl.cpp:532 (most recent call first):\n", - "frame #0: c10::Error::Error(c10::SourceLocation, std::string) + 0x57 (0x7f5d04fcc617 in /home/nishadgothoskar/.local/lib/python3.9/site-packages/torch/lib/libc10.so)\n", - "frame #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::string const&) + 0x64 (0x7f5d04f8798d in /home/nishadgothoskar/.local/lib/python3.9/site-packages/torch/lib/libc10.so)\n", - "frame #2: _rasterize_fwd_gl(CUstream_st*, RasterizeGLStateWrapper&, float const*, unsigned int, unsigned int, std::vector > const&, std::vector > const&, void*) + 0xdfa (0x7f5cbc0b6d7b in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\n", - "frame #3: jax_rasterize_fwd_gl(CUstream_st*, void**, char const*, unsigned long) + 0x2a9 (0x7f5cbc0b761d in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\n", - "frame #4: + 0x2fe1121 (0x7f5db2eff121 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\n", - "frame #5: + 0x2fe1e32 (0x7f5db2effe32 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\n", - "frame #6: [0x7f5c110a92ae]\n", - "; current tracing scope: custom-call.4; current profiling annotation: XlaModule:#hlo_module=jit__render_custom_call,program_id=250#.\n", - " 0%| | 0/50 [00:02 > const&, std::vector > const&, void*) + 0xdfa (0x7f5cbc0b6d7b in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\nframe #3: jax_rasterize_fwd_gl(CUstream_st*, void**, char const*, unsigned long) + 0x2a9 (0x7f5cbc0b761d in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\nframe #4: + 0x2fe1121 (0x7f5db2eff121 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\nframe #5: + 0x2fe1e32 (0x7f5db2effe32 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\nframe #6: [0x7f5c110a92ae]\n; current tracing scope: custom-call.4; current profiling annotation: XlaModule:#hlo_module=jit__render_custom_call,program_id=250#.", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mXlaRuntimeError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/likelihood_debug/real_scene_parse.ipynb Cell 20\u001b[0m line \u001b[0;36m9\n\u001b[1;32m 7\u001b[0m gt_cps \u001b[39m=\u001b[39m jax\u001b[39m.\u001b[39mrandom\u001b[39m.\u001b[39muniform(key, shape\u001b[39m=\u001b[39m(gt_indices\u001b[39m.\u001b[39mshape[\u001b[39m0\u001b[39m],\u001b[39m3\u001b[39m),minval\u001b[39m=\u001b[39mlow, maxval\u001b[39m=\u001b[39mhigh)\n\u001b[1;32m 8\u001b[0m gt_poses \u001b[39m=\u001b[39m cps_to_pose(gt_cps, gt_indices)\n\u001b[0;32m----> 9\u001b[0m obs_img \u001b[39m=\u001b[39m b\u001b[39m.\u001b[39;49mRENDERER\u001b[39m.\u001b[39;49mrender(gt_poses, gt_indices)[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m,:\u001b[39m3\u001b[39m]\n\u001b[1;32m 11\u001b[0m b\u001b[39m.\u001b[39mget_depth_image(obs_img[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m,\u001b[39m2\u001b[39m])\n\u001b[1;32m 13\u001b[0m inference_results \u001b[39m=\u001b[39m []\n", - "File \u001b[0;32m~/bayes3d/bayes3d/renderer.py:145\u001b[0m, in \u001b[0;36mRenderer.render\u001b[0;34m(self, poses, indices)\u001b[0m\n\u001b[1;32m 144\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mrender\u001b[39m(\u001b[39mself\u001b[39m, poses, indices):\n\u001b[0;32m--> 145\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mrender_many(poses[\u001b[39mNone\u001b[39;49;00m,\u001b[39m.\u001b[39;49m\u001b[39m.\u001b[39;49m\u001b[39m.\u001b[39;49m], indices)[\u001b[39m0\u001b[39m]\n", - "File \u001b[0;32m~/bayes3d/bayes3d/renderer.py:142\u001b[0m, in \u001b[0;36mRenderer.render_many\u001b[0;34m(self, poses, indices)\u001b[0m\n\u001b[1;32m 129\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mrender_many\u001b[39m(\u001b[39mself\u001b[39m, poses, indices):\n\u001b[1;32m 130\u001b[0m \u001b[39m \u001b[39m\u001b[39m\"\"\"Render many scenes in parallel.\u001b[39;00m\n\u001b[1;32m 131\u001b[0m \u001b[39m \u001b[39;00m\n\u001b[1;32m 132\u001b[0m \u001b[39m Args:\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 140\u001b[0m \u001b[39m the final dimension is the segmentation image.\u001b[39;00m\n\u001b[1;32m 141\u001b[0m \u001b[39m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 142\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mrender_many_custom_intrinsics(poses, indices, \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mintrinsics)\n", - "File \u001b[0;32m~/bayes3d/bayes3d/renderer.py:126\u001b[0m, in \u001b[0;36mRenderer.render_many_custom_intrinsics\u001b[0;34m(self, poses, indices, intrinsics)\u001b[0m\n\u001b[1;32m 119\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mrender_many_custom_intrinsics\u001b[39m(\u001b[39mself\u001b[39m, poses, indices, intrinsics):\n\u001b[1;32m 120\u001b[0m proj_matrix \u001b[39m=\u001b[39m b\u001b[39m.\u001b[39mcamera\u001b[39m.\u001b[39m_open_gl_projection_matrix(\n\u001b[1;32m 121\u001b[0m intrinsics\u001b[39m.\u001b[39mheight, intrinsics\u001b[39m.\u001b[39mwidth, \n\u001b[1;32m 122\u001b[0m intrinsics\u001b[39m.\u001b[39mfx, intrinsics\u001b[39m.\u001b[39mfy, \n\u001b[1;32m 123\u001b[0m intrinsics\u001b[39m.\u001b[39mcx, intrinsics\u001b[39m.\u001b[39mcy, \n\u001b[1;32m 124\u001b[0m intrinsics\u001b[39m.\u001b[39mnear, intrinsics\u001b[39m.\u001b[39mfar\n\u001b[1;32m 125\u001b[0m )\n\u001b[0;32m--> 126\u001b[0m images_jnp \u001b[39m=\u001b[39m _render_custom_call(\u001b[39mself\u001b[39;49m, poses, indices, proj_matrix)[\u001b[39m0\u001b[39m]\n\u001b[1;32m 127\u001b[0m \u001b[39mreturn\u001b[39;00m _transform_image_zeros_parallel(images_jnp, intrinsics)\n", - " \u001b[0;31m[... skipping hidden 10 frame]\u001b[0m\n", - "File \u001b[0;32m/opt/conda/envs/bayes3d/lib/python3.9/site-packages/jax/_src/interpreters/pxla.py:1152\u001b[0m, in \u001b[0;36mExecuteReplicated.__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1150\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_handle_token_bufs(result_token_bufs, sharded_runtime_token)\n\u001b[1;32m 1151\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m-> 1152\u001b[0m results \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mxla_executable\u001b[39m.\u001b[39;49mexecute_sharded(input_bufs)\n\u001b[1;32m 1153\u001b[0m \u001b[39mif\u001b[39;00m dispatch\u001b[39m.\u001b[39mneeds_check_special():\n\u001b[1;32m 1154\u001b[0m out_arrays \u001b[39m=\u001b[39m results\u001b[39m.\u001b[39mdisassemble_into_single_device_arrays()\n", - "\u001b[0;31mXlaRuntimeError\u001b[0m: INTERNAL: Failed to execute XLA Runtime executable: run time error: custom call 'xla.gpu.custom_call' failed: jax_rasterize_fwd_gl XLA extension have thrown an exception: OpenGL error: GL_INVALID_OPERATION 1282[glMultiDrawElementsIndirect(GL_TRIANGLES, GL_UNSIGNED_INT, &drawCmdBuffer[0], poses_on_this_iter, sizeof(GLDrawCmd));]\nException raised from _rasterize_fwd_gl at /home/nishadgothoskar/bayes3d/bayes3d/rendering/nvdiffrast/common/rasterize_gl.cpp:532 (most recent call first):\nframe #0: c10::Error::Error(c10::SourceLocation, std::string) + 0x57 (0x7f5d04fcc617 in /home/nishadgothoskar/.local/lib/python3.9/site-packages/torch/lib/libc10.so)\nframe #1: c10::detail::torchCheckFail(char const*, char const*, unsigned int, std::string const&) + 0x64 (0x7f5d04f8798d in /home/nishadgothoskar/.local/lib/python3.9/site-packages/torch/lib/libc10.so)\nframe #2: _rasterize_fwd_gl(CUstream_st*, RasterizeGLStateWrapper&, float const*, unsigned int, unsigned int, std::vector > const&, std::vector > const&, void*) + 0xdfa (0x7f5cbc0b6d7b in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\nframe #3: jax_rasterize_fwd_gl(CUstream_st*, void**, char const*, unsigned long) + 0x2a9 (0x7f5cbc0b761d in /home/nishadgothoskar/.cache/torch_extensions/py39_cu118/nvdiffrast_plugin_gl/nvdiffrast_plugin_gl.so)\nframe #4: + 0x2fe1121 (0x7f5db2eff121 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\nframe #5: + 0x2fe1e32 (0x7f5db2effe32 in /opt/conda/envs/bayes3d/lib/python3.9/site-packages/jaxlib/xla_extension.so)\nframe #6: [0x7f5c110a92ae]\n; current tracing scope: custom-call.4; current profiling annotation: XlaModule:#hlo_module=jit__render_custom_call,program_id=250#." - ] - } - ], - "source": [ - "for _ in tqdm(range(50)):\n", - " key = jax.random.split(key,2)[0]\n", - " # gt_indices = \"jnp.array([13,11])\n", - " gt_indices = jax.random.choice(key, 21, shape=(3,))\n", - " # key = jnp.array([2755247810, 1586593754], dtype=np.uint32)\n", - " low, high = jnp.array([-0.25, -0.25, -jnp.pi]), jnp.array([0.25, 0.25, jnp.pi])\n", - " gt_cps = jax.random.uniform(key, shape=(gt_indices.shape[0],3),minval=low, maxval=high)\n", - " gt_poses = cps_to_pose(gt_cps, gt_indices)\n", - " obs_img = b.RENDERER.render(gt_poses, gt_indices)[...,:3]\n", - "\n", - " b.get_depth_image(obs_img[...,2])\n", - "\n", - " inference_results = []\n", - " for _ in range(2):\n", - " cps = jnp.zeros((0,3))\n", - " indices = jnp.array([], dtype=jnp.int32)\n", - "\n", - " for _ in range(3):\n", - " best_score = 0.0\n", - " best_index = -1\n", - " best_cps = None\n", - " best_indices = None\n", - " key = jax.random.split(key,2)[0]\n", - " for next_index in range(21):\n", - " potential_indices = jnp.concatenate([indices, jnp.array([next_index])])\n", - " potential_cps = jnp.concatenate([cps, jax.random.uniform(key, shape=(1,3,),minval=low, maxval=high)])\n", - " potential_cps, score = c2f_jit(potential_cps, potential_indices, len(potential_indices) - 1, contact_param_gridding_schedule, obs_img)\n", - " if score > best_score:\n", - " best_index = next_index\n", - " best_score = score\n", - " best_cps = potential_cps\n", - " best_indices = potential_indices\n", - " # print(\"GT CP: \", gt_cps)\n", - " # print(\"Inferred CP: \", potential_cps)\n", - " cps = best_cps\n", - " indices = best_indices\n", - " reconstruction = b.RENDERER.render(cps_to_pose(best_cps, best_indices), best_indices)[...,:3]\n", - " b.hstack_images([b.get_depth_image(obs_img[...,2]), *[b.get_depth_image(reconstruction[...,2])]])\n", - " print(\"GT Indices : \", gt_indices)\n", - " print(\"Inf Indices : \", indices)\n", - "\n", - " inference_results.append((cps, indices))\n", - " data_dump.append((gt_cps, gt_indices, inference_results))\n" - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "id": "e4c3c9ba", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 24/24 [00:16<00:00, 1.42it/s]\n" - ] - } - ], - "source": [ - "images = []\n", - "for i in tqdm(range(len(data_dump))):\n", - " (gt_cps, gt_indices, inference_results) = data_dump[i]\n", - " obs_img = b.RENDERER.render(cps_to_pose(gt_cps, gt_indices), gt_indices)[...,:3]\n", - " obs_viz = b.scale_image(b.get_depth_image(obs_img[...,2]), 3.0)\n", - "\n", - " viz = []\n", - " for j in range(len(inference_results)):\n", - " best_cps, best_indices = inference_results[j]\n", - " reconstruction = b.RENDERER.render(cps_to_pose(best_cps, best_indices), best_indices)[...,:3]\n", - " viz.append(b.scale_image(b.get_depth_image(reconstruction[...,2]), 3.0))\n", - " \n", - " images.append(b.multi_panel([obs_viz, *viz], labels=[\"Observed\", \"Inference Run 1\", \"Inference Run 2\"]))" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "id": "0a5726da", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "ffmpeg version 4.3.6-0+deb11u1 Copyright (c) 2000-2023 the FFmpeg developers\n", - " built with gcc 10 (Debian 10.2.1-6)\n", - " configuration: --prefix=/usr --extra-version=0+deb11u1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\n", - " libavutil 56. 51.100 / 56. 51.100\n", - " libavcodec 58. 91.100 / 58. 91.100\n", - " libavformat 58. 45.100 / 58. 45.100\n", - " libavdevice 58. 10.100 / 58. 10.100\n", - " libavfilter 7. 85.100 / 7. 85.100\n", - " libavresample 4. 0. 0 / 4. 0. 0\n", - " libswscale 5. 7.100 / 5. 7.100\n", - " libswresample 3. 7.100 / 3. 7.100\n", - " libpostproc 55. 7.100 / 55. 7.100\n", - "Input #0, image2, from '%07d.png':\n", - " Duration: 00:00:00.96, start: 0.000000, bitrate: N/A\n", - " Stream #0:0: Video: png, rgb24(pc), 920x371, 25 fps, 25 tbr, 25 tbn, 25 tbc\n", - "Stream mapping:\n", - " Stream #0:0 -> #0:0 (png (native) -> h264 (libx264))\n", - "Press [q] to stop, [?] for help\n", - "[libx264 @ 0x562f7a200300] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 AVX512\n", - "[libx264 @ 0x562f7a200300] profile High 4:4:4 Predictive, level 2.2, 4:4:4, 8-bit\n", - "[libx264 @ 0x562f7a200300] 264 - core 160 r3011 cde9a93 - H.264/MPEG-4 AVC codec - Copyleft 2003-2020 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=4 threads=12 lookahead_threads=2 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=1 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=23.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\n", - "Output #0, mp4, to 'out.mp4':\n", - " Metadata:\n", - " encoder : Lavf58.45.100\n", - " Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv444p, 920x371, q=-1--1, 0.50 fps, 16384 tbn, 0.50 tbc\n", - " Metadata:\n", - " encoder : Lavc58.91.100 libx264\n", - " Side data:\n", - " cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A\n", - "frame= 24 fps=0.0 q=-1.0 Lsize= 177kB time=00:00:42.00 bitrate= 34.4kbits/s speed= 115x \n", - "video:176kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.526017%\n", - "[libx264 @ 0x562f7a200300] frame I:1 Avg QP:14.56 size: 15734\n", - "[libx264 @ 0x562f7a200300] frame P:23 Avg QP:13.87 size: 7105\n", - "[libx264 @ 0x562f7a200300] mb I I16..4: 25.9% 58.0% 16.1%\n", - "[libx264 @ 0x562f7a200300] mb P I16..4: 7.2% 16.8% 9.3% P16..4: 0.9% 0.9% 0.5% 0.0% 0.0% skip:64.4%\n", - "[libx264 @ 0x562f7a200300] 8x8 transform intra:51.2% inter:57.0%\n", - "[libx264 @ 0x562f7a200300] coded y,u,v intra: 30.7% 25.4% 26.9% inter: 2.0% 1.7% 1.9%\n", - "[libx264 @ 0x562f7a200300] i16 v,h,dc,p: 55% 13% 2% 30%\n", - "[libx264 @ 0x562f7a200300] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 23% 16% 48% 2% 2% 2% 3% 3% 2%\n", - "[libx264 @ 0x562f7a200300] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 31% 26% 20% 3% 7% 3% 4% 3% 2%\n", - "[libx264 @ 0x562f7a200300] Weighted P-Frames: Y:0.0% UV:0.0%\n", - "[libx264 @ 0x562f7a200300] ref P L0: 40.6% 7.6% 28.4% 23.4%\n", - "[libx264 @ 0x562f7a200300] kb/s:29.86\n" - ] - }, - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 60, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import subprocess\n", - "\n", - "fps = 0.5\n", - "for i in range(len(images)):\n", - " images[i].convert(\"RGB\").save(\"%07d.png\" % i)\n", - "subprocess.call([\"ffmpeg\",\"-y\",\"-r\",str(fps),\"-i\", \"%07d.png\",\"out.mp4\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "id": "1b013647", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure()\n", - "img_panels = []\n", - "ax = fig.add_subplot(131)\n", - "i = 1\n", - "(gt_cps, gt_indices, inference_results) = data_dump[i]\n", - "obs_img = b.RENDERER.render(cps_to_pose(gt_cps, gt_indices), gt_indices)[...,:3]\n", - "img_panels.append(b.add_depth_image(ax,obs_img[...,2]))\n", - "ax.set_title(\"Observed\")\n", - "\n", - "for j in range(len(inference_results)):\n", - " ax = fig.add_subplot(1,3,j+2)\n", - " best_cps, best_indices = inference_results[j]\n", - " reconstruction = b.RENDERER.render(cps_to_pose(best_cps, best_indices), best_indices)[...,:3]\n", - " img_panels.append(b.add_depth_image(ax,reconstruction[...,2]))\n", - " ax.set_title(\"Run {}\".format(j+1))\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ffb834bf", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "14a901ef", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "f0865ad8", - "metadata": {}, - "outputs": [], - "source": [ - "i = 1\n", - "(gt_cps, gt_indices, inference_results) = data_dump[i]\n", - "obs_img = b.RENDERER.render(cps_to_pose(gt_cps, gt_indices), gt_indices)[...,:3]\n", - "img_panels[0].set_array(b.preprocess_for_viz(obs_img[...,2]))\n", - "\n", - "# for j in range(len(inference_results)):\n", - "# ax = fig.add_subplot(1,3,j+2)\n", - "# best_cps, best_indices = inference_results[j]\n", - "# reconstruction = b.RENDERER.render(cps_to_pose(best_cps, best_indices), best_indices)[...,:3]\n", - "# img_panels.append(b.add_depth_image(ax,reconstruction[...,2]))\n", - "# ax.set_title(\"Run {}\".format(j+1))" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "da520dbf", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fig" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "76e3141c", - "metadata": {}, - "outputs": [], - "source": [ - "b.make_gif_from_pil_images(images, \"likelihood_debug.gif\")" - ] - }, - { - "cell_type": "code", - "execution_count": 238, - "id": "3f5d7e8c", - "metadata": {}, - "outputs": [], - "source": [ - "cps = jnp.zeros((0,3))\n", - "indices = jnp.array([], dtype=jnp.int32)" - ] - }, - { - "cell_type": "code", - "execution_count": 241, - "id": "8e023d5c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 4.11 s, sys: 64.4 ms, total: 4.17 s\n", - "Wall time: 4.04 s\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 241, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 242, - "id": "6487e24c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "GT Indices : [19 8 7]\n", - "Inf Indices : [ 7 8 19]\n" - ] - } - ], - "source": [ - "print(\"GT Indices : \", gt_indices)\n", - "print(\"Inf Indices : \", indices)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e0f75c9c", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-11-01 19:34:29.194231: W external/tsl/tsl/framework/bfc_allocator.cc:485] Allocator (GPU_0_bfc) ran out of memory trying to allocate 5.96GiB (rounded to 6400000000)requested by op \n", - "2023-11-01 19:34:29.194393: W external/tsl/tsl/framework/bfc_allocator.cc:497] *_**************************************_****____________*******************________________________\n", - "2023-11-01 19:34:29.194713: E external/xla/xla/pjrt/pjrt_stream_executor_client.cc:2716] Execution of replica 0 failed: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 6400000000 bytes.\n", - "BufferAssignment OOM Debugging.\n", - "BufferAssignment stats:\n", - " parameter allocation: 2.44MiB\n", - " constant allocation: 0B\n", - " maybe_live_out allocation: 5.96GiB\n", - " preallocated temp allocation: 0B\n", - " total allocation: 5.96GiB\n", - " total fragmentation: 0B (0.00%)\n", - "Peak buffers:\n", - "\tBuffer 1:\n", - "\t\tSize: 5.96GiB\n", - "\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n", - "\t\tXLA Label: custom-call\n", - "\t\tShape: f32[40000,100,100,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 2:\n", - "\t\tSize: 2.44MiB\n", - "\t\tEntry Parameter Subshape: f32[40000,1,4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 3:\n", - "\t\tSize: 64B\n", - "\t\tEntry Parameter Subshape: f32[4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 4:\n", - "\t\tSize: 16B\n", - "\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n", - "\t\tXLA Label: custom-call\n", - "\t\tShape: (f32[40000,100,100,4], f32[])\n", - "\t\t==========================\n", - "\n", - "\tBuffer 5:\n", - "\t\tSize: 4B\n", - "\t\tEntry Parameter Subshape: s32[1]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 6:\n", - "\t\tSize: 4B\n", - "\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n", - "\t\tXLA Label: custom-call\n", - "\t\tShape: f32[]\n", - "\t\t==========================\n", - "\n", - "\n" - ] - }, - { - "ename": "ValueError", - "evalue": "RESOURCE_EXHAUSTED: Out of memory while trying to allocate 6400000000 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 2.44MiB\n constant allocation: 0B\n maybe_live_out allocation: 5.96GiB\n preallocated temp allocation: 0B\n total allocation: 5.96GiB\n total fragmentation: 0B (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 5.96GiB\n\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[40000,100,100,4]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 2.44MiB\n\t\tEntry Parameter Subshape: f32[40000,1,4,4]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 4:\n\t\tSize: 16B\n\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: (f32[40000,100,100,4], f32[])\n\t\t==========================\n\n\tBuffer 5:\n\t\tSize: 4B\n\t\tEntry Parameter Subshape: s32[1]\n\t\t==========================\n\n\tBuffer 6:\n\t\tSize: 4B\n\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[]\n\t\t==========================\n\n", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/likelihood_debug.ipynb Cell 14\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> 1\u001b[0m b\u001b[39m.\u001b[39;49mRENDERER\u001b[39m.\u001b[39;49mrender_many(jnp\u001b[39m.\u001b[39;49mzeros((\u001b[39m40000\u001b[39;49m,\u001b[39m1\u001b[39;49m,\u001b[39m4\u001b[39;49m,\u001b[39m4\u001b[39;49m)), jnp\u001b[39m.\u001b[39;49marray([\u001b[39m0\u001b[39;49m]))\u001b[39m.\u001b[39mshape\n", - "File \u001b[0;32m~/bayes3d/bayes3d/renderer.py:141\u001b[0m, in \u001b[0;36mRenderer.render_many\u001b[0;34m(self, poses, indices)\u001b[0m\n\u001b[1;32m 128\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mrender_many\u001b[39m(\u001b[39mself\u001b[39m, poses, indices):\n\u001b[1;32m 129\u001b[0m \u001b[39m \u001b[39m\u001b[39m\"\"\"Render many scenes in parallel.\u001b[39;00m\n\u001b[1;32m 130\u001b[0m \u001b[39m \u001b[39;00m\n\u001b[1;32m 131\u001b[0m \u001b[39m Args:\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 139\u001b[0m \u001b[39m the final dimension is the segmentation image.\u001b[39;00m\n\u001b[1;32m 140\u001b[0m \u001b[39m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 141\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mrender_many_custom_intrinsics(poses, indices, \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mintrinsics)\n", - "File \u001b[0;32m~/bayes3d/bayes3d/renderer.py:125\u001b[0m, in \u001b[0;36mRenderer.render_many_custom_intrinsics\u001b[0;34m(self, poses, indices, intrinsics)\u001b[0m\n\u001b[1;32m 118\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mrender_many_custom_intrinsics\u001b[39m(\u001b[39mself\u001b[39m, poses, indices, intrinsics):\n\u001b[1;32m 119\u001b[0m proj_matrix \u001b[39m=\u001b[39m b\u001b[39m.\u001b[39mcamera\u001b[39m.\u001b[39m_open_gl_projection_matrix(\n\u001b[1;32m 120\u001b[0m intrinsics\u001b[39m.\u001b[39mheight, intrinsics\u001b[39m.\u001b[39mwidth, \n\u001b[1;32m 121\u001b[0m intrinsics\u001b[39m.\u001b[39mfx, intrinsics\u001b[39m.\u001b[39mfy, \n\u001b[1;32m 122\u001b[0m intrinsics\u001b[39m.\u001b[39mcx, intrinsics\u001b[39m.\u001b[39mcy, \n\u001b[1;32m 123\u001b[0m intrinsics\u001b[39m.\u001b[39mnear, intrinsics\u001b[39m.\u001b[39mfar\n\u001b[1;32m 124\u001b[0m )\n\u001b[0;32m--> 125\u001b[0m images_jnp \u001b[39m=\u001b[39m _render_custom_call(\u001b[39mself\u001b[39;49m, poses, indices, proj_matrix)[\u001b[39m0\u001b[39m]\n\u001b[1;32m 126\u001b[0m \u001b[39mreturn\u001b[39;00m _transform_image_zeros_parallel(images_jnp, intrinsics)\n", - "\u001b[0;31mValueError\u001b[0m: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 6400000000 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 2.44MiB\n constant allocation: 0B\n maybe_live_out allocation: 5.96GiB\n preallocated temp allocation: 0B\n total allocation: 5.96GiB\n total fragmentation: 0B (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 5.96GiB\n\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[40000,100,100,4]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 2.44MiB\n\t\tEntry Parameter Subshape: f32[40000,1,4,4]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 4:\n\t\tSize: 16B\n\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: (f32[40000,100,100,4], f32[])\n\t\t==========================\n\n\tBuffer 5:\n\t\tSize: 4B\n\t\tEntry Parameter Subshape: s32[1]\n\t\t==========================\n\n\tBuffer 6:\n\t\tSize: 4B\n\t\tOperator: op_name=\"jit(_render_custom_call)/jit(main)/render_multiple_140344568595072\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[]\n\t\t==========================\n\n" - ] - } - ], - "source": [ - "b.RENDERER.render_many(jnp.zeros((30000,1,4,4)), jnp.array([0])).shape" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "90089f06", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 204, - "id": "a7ad974c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "GT CP: [[ 0.05495971 -0.17944771 1.054827 ]\n", - " [ 0.18264061 0.05479354 2.8038127 ]]\n", - "Inferred CP: [[ 0.18200912 0.05505969 -3.432253 ]]\n" - ] - } - ], - "source": [ - "print(\"GT CP: \", gt_cps)\n", - "print(\"Inferred CP: \", potential_cps)" - ] - }, - { - "cell_type": "code", - "execution_count": 186, - "id": "2bb746e8", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "49.8\n", - "GT CP: [[-0.22289193 0.12206167 2.1985157 ]\n", - " [ 0.01725131 0.15798539 -2.5857973 ]]\n", - "Inferred CP: [[0.0176649 0.15874405 3.6625495 ]]\n", - "CPU times: user 362 ms, sys: 32 ms, total: 395 ms\n", - "Wall time: 379 ms\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 186, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "%%time\n", - "indices = jnp.array([11])\n", - "\n", - "key = jax.random.split(key,2)[0]\n", - "cps = jax.random.uniform(key, shape=(len(indices),3,),minval=low, maxval=high)\n", - "cps_over_inference = [cps]\n", - "poses = [cps_to_pose(cps)]\n", - "for cp_grid in contact_param_gridding_schedule:\n", - " contact_param_grid = cps + cp_grid[:,None,...]\n", - " cp_poses = cps_to_pose_parallel(contact_param_grid)\n", - " scores = score_vmap(b.RENDERER.render_many(cp_poses, indices)[...,:3], obs_img)\n", - " best_idx = jnp.argmax(scores)\n", - " cps = contact_param_grid[best_idx]\n", - " cps_over_inference.append(cps)\n", - " poses.append(cp_poses[best_idx])\n", - "print(score_images(b.RENDERER.render(cps_to_pose(cps), indices)[...,:3], obs_img))\n", - "print(\"GT CP: \", gt_cps)\n", - "print(\"Inferred CP: \", cps)\n", - "images_over_time = b.RENDERER.render_many(cps_to_pose_parallel(jnp.stack(cps_over_inference))[...], indices)[...,:3]\n", - "b.hstack_images([b.get_depth_image(obs_img[...,2]), *[b.get_depth_image(i[...,2]) for i in images_over_time]])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f55fbb68", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 144, - "id": "6ccb570a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "GT CP: [[ 0.04249835 0.07728073 -2.208417 ]\n", - " [ 0.29853767 0.05722705 0.8848913 ]]\n", - "Inferred CP: [[ 0.04272937 0.07666682 -2.1843925 ]]\n" - ] - }, - { - "ename": "ValueError", - "evalue": "zero-size array to reduction operation minimum which has no identity", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/likelihood_debug.ipynb Cell 11\u001b[0m line \u001b[0;36m4\n\u001b[1;32m 2\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mInferred CP: \u001b[39m\u001b[39m\"\u001b[39m, cps)\n\u001b[1;32m 3\u001b[0m images_over_time \u001b[39m=\u001b[39m b\u001b[39m.\u001b[39mRENDERER\u001b[39m.\u001b[39mrender_many(cps_to_pose_parallel(jnp\u001b[39m.\u001b[39mstack(cps_over_inference))[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m], indices)[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m,:\u001b[39m3\u001b[39m]\n\u001b[0;32m----> 4\u001b[0m b\u001b[39m.\u001b[39mhstack_images([b\u001b[39m.\u001b[39mget_depth_image(obs_img[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m,\u001b[39m2\u001b[39m]), \u001b[39m*\u001b[39m[b\u001b[39m.\u001b[39mget_depth_image(i[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m,\u001b[39m2\u001b[39m]) \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m images_over_time]])\n", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/likelihood_debug.ipynb Cell 11\u001b[0m line \u001b[0;36m4\n\u001b[1;32m 2\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mInferred CP: \u001b[39m\u001b[39m\"\u001b[39m, cps)\n\u001b[1;32m 3\u001b[0m images_over_time \u001b[39m=\u001b[39m b\u001b[39m.\u001b[39mRENDERER\u001b[39m.\u001b[39mrender_many(cps_to_pose_parallel(jnp\u001b[39m.\u001b[39mstack(cps_over_inference))[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m], indices)[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m,:\u001b[39m3\u001b[39m]\n\u001b[0;32m----> 4\u001b[0m b\u001b[39m.\u001b[39mhstack_images([b\u001b[39m.\u001b[39mget_depth_image(obs_img[\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m\u001b[39m.\u001b[39m,\u001b[39m2\u001b[39m]), \u001b[39m*\u001b[39m[b\u001b[39m.\u001b[39;49mget_depth_image(i[\u001b[39m.\u001b[39;49m\u001b[39m.\u001b[39;49m\u001b[39m.\u001b[39;49m,\u001b[39m2\u001b[39;49m]) \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m images_over_time]])\n", - "File \u001b[0;32m~/bayes3d/bayes3d/viz/viz.py:65\u001b[0m, in \u001b[0;36mget_depth_image\u001b[0;34m(image, max)\u001b[0m\n\u001b[1;32m 63\u001b[0m mask \u001b[39m=\u001b[39m depth \u001b[39m<\u001b[39m maxim\n\u001b[1;32m 64\u001b[0m depth[np\u001b[39m.\u001b[39mlogical_not(mask)] \u001b[39m=\u001b[39m np\u001b[39m.\u001b[39mnan\n\u001b[0;32m---> 65\u001b[0m vmin \u001b[39m=\u001b[39m depth[mask]\u001b[39m.\u001b[39;49mmin()\n\u001b[1;32m 66\u001b[0m vmax \u001b[39m=\u001b[39m depth[mask]\u001b[39m.\u001b[39mmax()\n\u001b[1;32m 67\u001b[0m depth \u001b[39m=\u001b[39m (depth \u001b[39m-\u001b[39m vmin) \u001b[39m/\u001b[39m (vmax \u001b[39m-\u001b[39m vmin)\n", - "File \u001b[0;32m~/.local/lib/python3.9/site-packages/numpy/core/_methods.py:45\u001b[0m, in \u001b[0;36m_amin\u001b[0;34m(a, axis, out, keepdims, initial, where)\u001b[0m\n\u001b[1;32m 43\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m_amin\u001b[39m(a, axis\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m, out\u001b[39m=\u001b[39m\u001b[39mNone\u001b[39;00m, keepdims\u001b[39m=\u001b[39m\u001b[39mFalse\u001b[39;00m,\n\u001b[1;32m 44\u001b[0m initial\u001b[39m=\u001b[39m_NoValue, where\u001b[39m=\u001b[39m\u001b[39mTrue\u001b[39;00m):\n\u001b[0;32m---> 45\u001b[0m \u001b[39mreturn\u001b[39;00m umr_minimum(a, axis, \u001b[39mNone\u001b[39;49;00m, out, keepdims, initial, where)\n", - "\u001b[0;31mValueError\u001b[0m: zero-size array to reduction operation minimum which has no identity" - ] - } - ], - "source": [ - "all_all_paths = []\n", - "for _ in range(3):\n", - " all_paths = []\n", - " for obj_id in tqdm(range(len(b.RENDERER.meshes)-1)):\n", - " path = []\n", - " trace_ = add_object_jit(trace, key, obj_id, 0, 2,3)\n", - " number = b.get_contact_params(trace_).shape[0] - 1\n", - " path.append(trace_)\n", - " for c2f_iter in range(len(contact_param_gridding_schedule)):\n", - " trace_ = c2f_contact_update_jit(trace_, key, number,\n", - " contact_param_gridding_schedule[c2f_iter], V_GRID, O_GRID)\n", - " path.append(trace_)\n", - " # for c2f_iter in range(len(contact_param_gridding_schedule)):\n", - " # trace_ = c2f_contact_update_jit(trace_, key, number,\n", - " # contact_param_gridding_schedule[c2f_iter], VARIANCE_GRID, OUTLIER_GRID)\n", - " all_paths.append(\n", - " path\n", - " )\n", - " all_all_paths.append(all_paths)\n", - " \n", - " scores = jnp.array([t[-1].get_score() for t in all_paths])\n", - " print(scores)\n", - " normalized_scores = b.utils.normalize_log_scores(scores)\n", - " trace = all_paths[jnp.argmax(scores)][-1]\n", - " b.viz_trace_meshcat(trace)" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "id": "83f12e0b", - 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- "text/plain": [ - "" - ] - }, - "execution_count": 63, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "contact_param_grid = gt_cp + contact_param_deltas\n", - "scores = jnp.concatenate([\n", - " score_vmap(b.RENDERER.render_many(cp_to_pose_parallel(cps)[:,None,...], jnp.array([13]))[...,:3], obs_img)\n", - " for cps in jnp.array_split(contact_param_grid, 15)\n", - "],axis=0)\n", - "\n", - "sort_order = jnp.argsort(-scores)\n", - "sorted_scores = scores[sort_order]\n", - "k = 10\n", - "print(\"GT CP: \", gt_cp)\n", - "print(sorted_scores[:k])\n", - "# print(contact_param_grid[sort_order[:k]])\n", - "poses = cp_to_pose_parallel(contact_param_grid[sort_order[:k]])[:,None,...]\n", - "rendered_top_k = b.RENDERER.render_many(poses, jnp.array([13]))[...,:3]\n", - "\n", - "b.viz.scale_image(b.hstack_images([b.get_depth_image(i[...,2]) for i in rendered_top_k]),3.0)" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "id": "3e420957", - "metadata": {}, - "outputs": [], - "source": [ - "b.clear()\n", - "# b.show_cloud(\"1\", obs_img.reshape(-1,3))\n", - "b.show_trimesh(f\"gt\", b.RENDERER.meshes[13], opacity=0.5, color=b.RED)\n", - "b.set_pose(f\"gt\", gt_pose)\n", - "colors = b.distinct_colors(len(poses))\n", - "for i in range(len(poses)):\n", - " b.show_trimesh(f\"_{i}\", b.RENDERER.meshes[13], opacity=0.5, color=colors[i])\n", - " b.set_pose(f\"_{i}\", poses[i])" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "id": "c5f63d54", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[[-0.10862491 0.13770801]\n", - " [-0.10862491 0.14250802]\n", - " [-0.10862491 0.134108 ]\n", - " ...\n", - " [-0.1386249 0.11370801]\n", - " [-0.1386249 0.11130802]\n", - " [-0.1386249 0.11250801]] \n" - ] - }, - { - "data": { - "text/plain": [ - "(0.07250801473855972, 0.15250802040100098)" - ] - }, - "execution_count": 55, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "r = 0.003\n", - "fig, ax = plt.subplots(1,1,figsize=(9,9))\n", - "ax.spines['top'].set_visible(False)\n", - "ax.spines['right'].set_visible(False)\n", - "\n", - "from matplotlib.collections import LineCollection\n", - "def line_collection(a, b, c=None, linewidth=1, **kwargs):\n", - " lines = np.column_stack((a, b)).reshape(-1, 2, 2)\n", - " lc = LineCollection(lines, colors=c, linewidths=linewidth, **kwargs)\n", - " return lc\n", - "\n", - "\n", - "zorder=None\n", - "linewidth=2\n", - "\n", - "ps = jnp.array(contact_param_grid)\n", - "sc = jnp.array(scores)\n", - "\n", - "def unit_vec(hd): \n", - " return jnp.array([jnp.cos(hd), jnp.sin(hd)])\n", - "\n", - "a = ps[:,:2]\n", - "bs = a + r * jax.vmap(unit_vec)(ps[:,2])\n", - "q=0.0\n", - "\n", - "clip=-1e12\n", - "cmap=\"viridis\"\n", - "sc = sc.reshape(-1)\n", - "sc = jnp.where(jnp==-jnp.inf, clip, sc)\n", - "sc = jnp.clip(sc, clip, jnp.max(sc))\n", - "sc = jnp.clip(sc, jnp.quantile(sc, q), jnp.max(sc))\n", - "cs = getattr(plt.cm, cmap)(plt.Normalize()(sc))\n", - "\n", - "order = jnp.argsort(sc)\n", - "a = a[order]\n", - "bs = bs[order]\n", - "cs = cs[order]\n", - "\n", - "print(a,b)\n", - "ax.add_collection(line_collection(a,bs, c=cs, zorder=zorder, linewidth=linewidth))\n", - "\n", - "p = gt_cp\n", - "\n", - "\n", - "for i in sort_order[:10]:\n", - " p = contact_param_grid[i]\n", - " a = p[:2]\n", - " bs = a + r*unit_vec(p[2])\n", - " im = ax.plot([a[0],bs[0]],[a[1],bs[1]], c=\"blue\", zorder=zorder, linewidth=linewidth*2, alpha=0.5)\n", - "\n", - "p = gt_cp\n", - "a = p[:2]\n", - "bs = a + r*unit_vec(p[2])\n", - "im = ax.plot([a[0],bs[0]],[a[1],bs[1]], c=\"red\", zorder=zorder, linewidth=linewidth, alpha=0.5)\n", - "\n", - "# p = ps[scores.argmax()]\n", - "# a = p[:2]\n", - "# b = a + r*unit_vec(p[2])\n", - "# im = ax.plot([a[0],b[0]],[a[1],b[1]], c=\"green\", zorder=zorder, linewidth=linewidth)\n", - "\n", - "\n", - "border = 0.01\n", - "ax.set_xlim(ps.min(0)[0]-border, ps.max(0)[0]+border)\n", - "ax.set_ylim(ps.min(0)[1]-border, ps.max(0)[1]+border)\n", - "# plt.colorbar(im,cax=ax)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "a74a7d2b", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "014cc9bd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "9994\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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C2fD4aS3S6hZJp2R7KEBcsngMfZ34OHJBqWVL5bP08YUz4u9o605swSngieSrXuL+dVaHBqv+IRmf0l09SvkAgMkw8uJidvxm+Xwyg4OS48YvNmbc+GzHiNMtEzl/DmTcqLcGsCxr+GXjY73kxUrvhTCcdgGAyTRyBsS24wtMHTv+ueNIlnXUu94COWGsC4gNXfhjqDQnt6WH8oG8EjUD2jPQo6hhbQdymzX0g3voAky2ZIoCsny++OkWx5HlODKONXyBMcoHcsDoCA4qpo8UU2zoimLWiKBaYz3ixCgfyCsbOpdq9ZJ/0x0dy7I9FOD4klc4jZ9K6S+T2q4OyS2fKfkLZPl88dMwjsPMB3LLiAwaSS9H5+qX/+tsvTwwP75myRpxG+Mx40H5QF65IvifevuehfqX0v/M9lCA47JGFQpjG7k+yRQ4smxb8vmkAp+UnPlIzH5kedzAaJ8q7NCHddN1elFnYqLDSpSQ+P3xzKbXPigfyCufKXK171+f1OeKYinbPxg8rP/dW6ABEzvGI4EsGvGutsaxJJ9Pls+JFxBjZA8M78fMB3KKJS3wGX170S4tLDDxNUuWJMtSt9uvvf22XLnJfceL8oEp4b+8+Q09sPQyvdpXkO2hAJISaz5sk7ooz5LcAkem0C8F/LL8fjkfd2vmjk7ZgyY5+wFklxleKC2NeOWWJWPHF0tblqX/8f75av3xHLUN2GnPflA+MCU0Lt6mA0+V6yx/d7aHAqQYvZ4jFrBlivwy/gKZQIGMvyB++oU1H8gxo08BGluSbSVLyGWhvYpcU6JTnf60c8t1PjAlrCz5WCuX/UxS8Qn3Bbxgjby6aWI2w1jSQNAnp69QPklWzMRnOny2LFeyeHsi5DDjWDI+W9ZgPKjnFB7ROaf9RYNWQdrvdkv5AIDJMOL6Hsn3bLGkf/yTo8JTizTjr/HyIUmyLQXCMQ0UOxp0sjloQEfNYiReYKvBUyzZA458vRouG5Zkx+ILqtPpH5QPAJgEjmM0aJv4ye3E7MdQARmYZulQdZHsQSVmPIxM4p1tuYQNss3SyNOFQ9f2kGQk15EGT3GSy0KGqkm616hhzQcATILd9Rsk28hYJl4qpOR1P2J+KVpmKVpqqT9oqb/E0mCh4i/F5acysqxm9oIxtxtJshM5deIfXWe4VKeDmQ8AmCR//0pj8vPTf3RfYsGe4u9wm/jcGCXOy6ReERXIptry+cnPX9/fNrwYesTplqHPjTU8QTJedGzkjX/6ybd0zn03ZXsYwITEitz4b4o+yfji09euE/8NMv7Gc1byDeiAXPHwrov06M6LkqdVRn9MXmiMmQ9MVQPTXRnfsX8yD5iY6t+7Up+d9Y6+5tvr4ciAE/t7w3dPuM95375fhgWnyCGxIqOln6rUxfM6xr7fuHrxH4v08YH/p8XW2PuMJe2OfeDAAX3lK1/RzJkzVVRUpHPOOUdvvvlm8n5jjDZs2KA5c+aoqKhIdXV1evfdd9M9DHCUvdc+rj3Xbz7m/b2mX4NfL9ajW68Y836yi1z3pwfX6NUf33zUdrKLbPnOma265fw3j3n/gGJyt/plzD9ryafmjvt50yofhw4d0qWXXqqCggL9+te/1ltvvaUf//jHmj59enKfe++9Vw8++KAee+wx7dixQ8XFxVq+fLn6+vrSORSQtmlWQF/91f/Rz1b896PuI7vIV2QXucwvn87/r3tVv3hHWo+zjDHjfmnuunXr9Oqrr+oPf/jDmPcbY1RRUaFbb71V3/1ufIoxHA4rFArp6aef1nXXXXfCY0QiEZWWlurQnoUKlnDyExMT6XY1/Yy9CofDCgaDnmZ36JjARIzOkZfZ7TqwScFgUUb/PDh5RCJHVDb39nH9DEzrX/df/vKXuuiii/SlL31Js2fP1gUXXKAnn3wyef++ffvU3t6uurq65LbS0lLV1NSopaVlzOeMRqOKRCIpNyDTyC7yFdnFVJRW+di7d682b96sRYsW6Te/+Y2+9a1v6dvf/raeeeYZSVJ7e7skKRQKpTwuFAol7xutqalJpaWlyVtlZeVE/hzAcZFd5Cuyi6korfLhuq4uvPBC3XPPPbrgggu0atUqff3rX9djjz024QE0NjYqHA4nb21tbRN+LuBYyC7yFdnFVJRW+ZgzZ47OOuuslG1nnnmm9u/fL0kqLy+XJHV0pL7cpqOjI3nfaIFAQMFgMOUGZBrZRb4iu5iK0iofl156qXbv3p2ybc+ePZo/P34ltKqqKpWXl6u5uTl5fyQS0Y4dO1RbW5uB4QITQ3aRr8gupqK0LjK2Zs0aXXLJJbrnnnv05S9/WTt37tQTTzyhJ554QpJkWZZWr16tu+66S4sWLVJVVZXWr1+viooKXX311ZMxfmBcyC7yFdnFVJRW+Vi6dKleeuklNTY26gc/+IGqqqr0wAMPaOXKlcl9brvtNvX09GjVqlXq6urSZZddpm3btqmwsDDjgwfGi+wiX5FdTEVpXefDC1znA5kw+jofnhyT63wgA7KRI67zgUyYtOt8AAAAfFKUDwAA4CnKBwAA8BTlAwAAeIryAQAAPEX5AAAAnqJ8AAAAT1E+AACApygfAADAU5QPAADgKcoHAADwFOUDAAB4ivIBAAA8RfkAAACeonwAAABPUT4AAICnKB8AAMBTlA8AAOCptMpHLBbT+vXrVVVVpaKiIp1++un693//dxljkvsYY7RhwwbNmTNHRUVFqqur07vvvpvxgQPpILvIV2QXU1Fa5WPTpk3avHmzHn74Yb399tvatGmT7r33Xj300EPJfe699149+OCDeuyxx7Rjxw4VFxdr+fLl6uvry/jggfEiu8hXZBdTkS+dnV977TVdddVVuvLKKyVJCxYs0M9+9jPt3LlTUrx9P/DAA7rjjjt01VVXSZJ++tOfKhQK6ec//7muu+66DA8fGB+yi3xFdjEVpTXzcckll6i5uVl79uyRJP3pT3/SK6+8oiuuuEKStG/fPrW3t6uuri75mNLSUtXU1KilpWXM54xGo4pEIik3INPILvIV2cVUlNbMx7p16xSJRFRdXS3HcRSLxXT33Xdr5cqVkqT29nZJUigUSnlcKBRK3jdaU1OT7rzzzomMHRg3sot8RXYxFaU18/Hiiy/q2Wef1XPPPaddu3bpmWee0Y9+9CM988wzEx5AY2OjwuFw8tbW1jbh5wKOhewiX5FdTEVpzXx873vf07p165LnEM855xy9//77ampq0vXXX6/y8nJJUkdHh+bMmZN8XEdHh84///wxnzMQCCgQCExw+MD4kF3kK7KLqSitmY/e3l7ZdupDHMeR67qSpKqqKpWXl6u5uTl5fyQS0Y4dO1RbW5uB4QITQ3aRr8gupqK0Zj6+8IUv6O6779a8efO0ePFi/fGPf9R9992nr33ta5Iky7K0evVq3XXXXVq0aJGqqqq0fv16VVRU6Oqrr56M8QPjQnaRr8gupqK0ysdDDz2k9evX66abblJnZ6cqKir0jW98Qxs2bEjuc9ttt6mnp0erVq1SV1eXLrvsMm3btk2FhYUZHzwwXmQX+YrsYiqyzMjL5OWASCSi0tJSHdqzUMESrv6OiYl0u5p+xl6Fw2EFg0FvjpnIrpfHxNSTjRwNHbPrwCYFg0WeHBNTTyRyRGVzbx9XdvnXHQAAeIryAQAAPEX5AAAAnqJ8AAAAT1E+AACApygfAADAU5QPAADgKcoHAADwFOUDAAB4ivIBAAA8RfkAAACeonwAAABPUT4AAICnKB8AAMBTlA8AAOApygcAAPAU5QMAAHiK8gEAADxF+QAAAJ6ifAAAAE/5sj2A0YwxkqTIYTfLI0E+G8rPUJ68kMxuJOLZMTH1DOUnK9nt7vPsmJh6hvIznuzmXPno7u6WJM2/8O/ZHQimhO7ubpWWlnp2LEmqrKz05HiY2rKR3XnVGz05Hqa28WTXMl7W63FwXVe7d+/WWWedpba2NgWDwWwPKSdFIhFVVlbyPToGY4y6u7tVUVEh2/bm7CLZHR+ye3xkN3eR3eNLJ7s5N/Nh27bmzp0rSQoGg/wFnwDfo2Pz6rfGIWQ3PXyPjo3s5ja+R8c23uyy4BQAAHiK8gEAADyVk+UjEAho48aNCgQC2R5KzuJ7lJv4ezkxvke5ib+XE+N7lDk5t+AUAABMbTk58wEAAKYuygcAAPAU5QMAAHiK8gEAADyVk+XjkUce0YIFC1RYWKiamhrt3Lkz20PKiu9///uyLCvlVl1dnby/r69PDQ0NmjlzpqZNm6b6+np1dHRkccQgu3FkN/+Q3Tiy642cKx8vvPCC1q5dq40bN2rXrl0677zztHz5cnV2dmZ7aFmxePFiffDBB8nbK6+8krxvzZo12rp1q7Zs2aLt27fr4MGDuvbaa7M42pMb2U1FdvMH2U1Fdj1gcsyyZctMQ0ND8utYLGYqKipMU1NTFkeVHRs3bjTnnXfemPd1dXWZgoICs2XLluS2t99+20gyLS0tHo0QI5HdYWQ3v5DdYWTXGzk189Hf36/W1lbV1dUlt9m2rbq6OrW0tGRxZNnz7rvvqqKiQgsXLtTKlSu1f/9+SVJra6sGBgZSvlfV1dWaN2/eSfu9yiayezSymx/I7tHI7uTLqfLx0UcfKRaLKRQKpWwPhUJqb2/P0qiyp6amRk8//bS2bdumzZs3a9++ffr0pz+t7u5utbe3y+/3q6ysLOUxJ+v3KtvIbiqymz/Ibiqy642ce1dbDLviiiuSn5977rmqqanR/Pnz9eKLL6qoqCiLIwOOj+wiX5Fdb+TUzMesWbPkOM5RK4c7OjpUXl6epVHljrKyMp1xxhl67733VF5erv7+fnV1daXsw/cqO8ju8ZHd3EV2j4/sTo6cKh9+v19LlixRc3NzcpvrumpublZtbW0WR5YbDh8+rL/97W+aM2eOlixZooKCgpTv1e7du7V//36+V1lAdo+P7OYusnt8ZHeSZHvF62jPP/+8CQQC5umnnzZvvfWWWbVqlSkrKzPt7e3ZHprnbr31VvO73/3O7Nu3z7z66qumrq7OzJo1y3R2dhpjjPnmN79p5s2bZ15++WXz5ptvmtraWlNbW5vlUZ+8yO4wsptfyO4wsuuNnCsfxhjz0EMPmXnz5hm/32+WLVtmXn/99WwPKStWrFhh5syZY/x+v5k7d65ZsWKFee+995L3HzlyxNx0001m+vTp5pRTTjHXXHON+eCDD7I4YpDdOLKbf8huHNn1hmWMMdmefQEAACePnFrzAQAApj7KBwAA8BTlAwAAeIryAQAAPEX5AAAAnqJ8AAAAT1E+AACApygfAADAU5QPAADgKcoHAADwFOUDAAB4ivIBAAA89f8B5RiBg6pauncAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "observed=obs_img\n", - "rendered=rendered_top_k[1]\n", - "distances = jnp.linalg.norm(observed - rendered, axis=-1)\n", - "matches = distances < 0.01\n", - "fig = plt.figure()\n", - "ax = fig.add_subplot(131)\n", - "print(matches.sum())\n", - "ax.imshow(matches)\n", - "ax = fig.add_subplot(132)\n", - "ax.imshow(b.viz.preprocess_for_viz(observed[...,2]))\n", - "ax = fig.add_subplot(133)\n", - "ax.imshow(b.viz.preprocess_for_viz(observed[...,2]),alpha=0.5)\n", - "ax.imshow(matches,alpha=0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 349, - "id": "a525ec52", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 349, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cp = jnp.zeros(3)\n", - "cps = [cp]\n", - "poses = [cp_to_pose_jit(cp)]\n", - "for cp_grid in contact_param_gridding_schedule:\n", - " contact_param_grid = cp + cp_grid\n", - " cp_poses = cp_to_pose_parallel(contact_param_grid)\n", - " scores = score_vmap(b.RENDERER.render_many(cp_poses[:,None,...], jnp.array([13]))[...,:3], obs_img)\n", - " best_idx = jnp.argmax(scores)\n", - " cp = contact_param_grid[best_idx]\n", - " cps.append(cp)\n", - " poses.append(cp_poses[best_idx])\n", - "images_over_time = b.RENDERER.render_many(cp_to_pose_parallel(jnp.stack(cps))[:,None,...], jnp.array([13]))[...,:3]\n", - "\n", - "b.clear()\n", - "b.show_cloud(\"1\", obs_img.reshape(-1,3))\n", - "colors = b.distinct_colors(len(images_over_time))\n", - "b.show_trimesh(f\"gt\", b.RENDERER.meshes[13], opacity=0.5, color=b.RED)\n", - "b.set_pose(f\"gt\", gt_pose)\n", - "for i in range(len(images_over_time)):\n", - " b.show_trimesh(f\"_{i}\", b.RENDERER.meshes[13], opacity=0.5, color=colors[i])\n", - " b.set_pose(f\"_{i}\", poses[i])\n", - " \n", - "b.hstack_images([b.get_depth_image(i[...,2]) for i in images_over_time])" - ] - }, - { - "cell_type": "code", - "execution_count": 339, - "id": "38f3995b", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "" - ] - }, - "execution_count": 339, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "contact_param_grid = cp + contact_param_deltas\n", - "scores = jnp.concatenate([\n", - " score_vmap(b.RENDERER.render_many(cp_to_pose_parallel(cps)[:,None,...], jnp.array([13]))[...,:3], obs_img)\n", - " for cps in jnp.array_split(contact_param_grid, 15)\n", - "],axis=0)\n", - "\n", - "sort_order = jnp.argsort(-scores)\n", - "sorted_scores = scores[sort_order]\n", - "k = 10\n", - "# print(\"GT CP: \", gt_cp)\n", - "# print(sorted_scores[:k])\n", - "# print(contact_param_grid[sort_order[:k]])\n", - "poses = cp_to_pose_parallel(contact_param_grid[sort_order[:k]])[:,None,...]\n", - "rendered_top_k = b.RENDERER.render_many(poses, jnp.array([13]))[...,:3]\n", - "\n", - "\n", - "b.viz.scale_image(b.hstack_images([b.get_depth_image(i[...,2]) for i in rendered_top_k]),3.0)" - ] - }, - { - "cell_type": "code", - "execution_count": 211, - "id": "2a2703f6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Array([9995, 9994, 9994, 9993, 9992, 9991, 9991, 9990, 9990, 9988], dtype=int32)" - ] - }, - "execution_count": 211, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sorted_scores[:10]" - ] - }, - { - "cell_type": "code", - "execution_count": 208, - "id": "3462dbf9", - "metadata": {}, - "outputs": [], - "source": [ - "b.clear()\n", - "# b.show_cloud(\"1\", obs_img.reshape(-1,3))\n", - "b.show_trimesh(f\"gt\", b.RENDERER.meshes[13], opacity=0.5, color=b.RED)\n", - "b.set_pose(f\"gt\", gt_pose)\n", - "colors = b.distinct_colors(len(poses))\n", - "for i in range(len(poses)):\n", - " b.show_trimesh(f\"_{i}\", b.RENDERER.meshes[13], opacity=0.5, color=colors[i])\n", - " b.set_pose(f\"_{i}\", poses[i])" - ] - }, - { - "cell_type": "code", - "execution_count": 181, - "id": "5df29492", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 181, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "b.clear()\n", - "b.show_cloud(\"1\", obs_img.reshape(-1,3))\n", - "b.show_cloud(\"3\", rendered_top_k[1].reshape(-1,3), color=b.RED)\n", - "b.viz.scale_image(b.hstack_images([b.get_depth_image(i[...,2]) for i in rendered_top_k]),3.0)" - ] - }, - { - "cell_type": "code", - "execution_count": 182, - "id": "26f174b5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 182, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "b.clear()\n", - "b.show_cloud(\"1\", obs_img.reshape(-1,3))\n", - "b.show_cloud(\"3\", rendered_top_k[1].reshape(-1,3), color=b.RED)\n", - "b.viz.scale_image(b.hstack_images([b.get_depth_image(i[...,2]) for i in rendered_top_k]),3.0)" - ] - }, - { - "cell_type": "code", - "execution_count": 184, - "id": "d9d58c3f", - "metadata": {}, - "outputs": [], - "source": [ - "b.clear()\n", - "b.show_cloud(\"1\", obs_img.reshape(-1,3))\n", - "colors = b.distinct_colors(len(images_over_time))\n", - "for i in range(len(images_over_time)):\n", - " b.show_cloud(f\"_{i}\", images_over_time[i].reshape(-1,3), color=colors[i])" - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "id": "d95ec3b2", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 146, - "id": "493f5040", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 146, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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FaGgoVCoV4uPjkZ2d3WLbL774AjKZzOKlUqmuuGAiIiJbVlRZjwmfbTMHkftHhOG/9w1lELkEq0dGli1bhtTUVMybNw/x8fHIyMhAUlIS8vLy4O/vf9FzPDw8kJeXZ/7ZkZ5ESEREjmPrsdN4dNEOVNQa0FXphJfHDcC4wcFSl2XzrB4ZeeeddzB16lSkpKSgX79+mDdvHtzc3DB//vwWz5HJZAgICDC/1GpO3CEios5lwdZ83PvZNlTUGjAg2AMrp41gEGklq8KIwWBATk4OEhMTz3+AXI7ExERkZWW1eF5NTQ169OgBjUaD2267Dfv27bvk79Hr9dDpdBYvIiIiW2QyCTy3ci+eX5mLJpPArYOCsPyh4Yjw7yp1aXbDqjBSXl4Oo9F4wciGWq2GVqu96Dl9+vTB/Pnz8d1332HhwoUwmUwYPnw4Tp482eLvSU9Ph6enp/ml0WisKZOIiKhD6JuMSP16FxZuLYBMBjx9YyTevTsari4KqUuzK+3+bJqEhARMmjQJ0dHRGD16NFasWAE/Pz98/PHHLZ6TlpaGqqoq86uwsLC9yyQiIrJKnaEJD3y5HSt3FUEuAzKSo/HImJ6cF3kFrJrA6uvrC4VCgZKSEovjJSUlCAgIaNVnODs7Y/DgwThy5EiLbZRKJZRKpTWlERERdZiq+kbc/8UfyMk/A1dnBeZNjMHo3n5Sl2W3rBoZcXFxQUxMDDIzM83HTCYTMjMzkZCQ0KrPMBqN2Lt3LwIDA62rlIiIyAYUVtQh+eMs5OSfgYfKCQsfiGcQuUpWL+1NTU3F5MmTERsbi7i4OGRkZKC2thYpKSkAgEmTJiE4OBjp6ekAgBdffBHDhg1DREQEKisr8eabbyI/Px8PPPBA214JERFRO9t67DSmL96J8ho9fLsq8dX9cegX5CF1WXbP6jCSnJyMsrIyzJ49G1qtFtHR0Vi7dq15UmtBQQHk8vMDLmfOnMHUqVOh1Wrh7e2NmJgY/P777+jXr1/bXQUREVE7W7WnCKnLdsNgNKFvoAfm3xeLQE9XqcvqFGRCCCF1EZej0+ng6emJqqoqeHgwgRIRUcdakHUCz3/XvC1FUn81/pMcDTcXPlHlclr7/c2eJCIiuoTPfj2Gl1cfAABMHNYD/761PxRyrphpSwwjRERELfhxb7E5iDx2XS88ntiLS3fbQbvvM0JERGSPtp+owGNLdwIA7h0WwiDSjhhGiIiI/uJ4eS0e+Go7Go0CSf3V+Pct/RlE2hHDCBER0Z+cKK/F+E+2orKuEQO7e+I/ydFwUvDrsj2xd4mIiM4qqqzHvZ9vg1bXgF7+XfH55KFcNdMBGEaIiIgAlOoacM+nW3HyTD1Cu7lh8dRh8HPno0k6AsMIERE5vNM1ekz4bBtOnK5DsJcrFjGIdCiGESIicmhl1Xrc+3k2DpfWIMBDhSVThyHYizurdiTeCCMiIoeVp63G/V/8gVOV9fDtqsSiqfEI6eYmdVkOh2GEiIgcjhACX28vxAs/7EedwYjQbm6Yf99QhPt1lbo0h8QwQkREDqWqrhGzv8/Fd7uKAAAjIrrhg/FD4N3FReLKHBfDCBEROYzMAyVIW7EXpdV6yGXAE0l98PA1PSHns2YkxTBCRESdXmWdAS+u2o8VO04BAMJ9u+DNOwcipoePxJURwDBCRESdmBACq/YU49/f78PpWgNkMmDqqHCkXt8bKmeF1OXRWQwjRETUKZXqGvDcylz8tL8EANDLvyteu2MgYnp4S1wZ/RXDCBERdSpCCKzYcQovrtqPqvpGOMllmPa3CEz7WwRcnLi9li1iGCEiok5D19CI577Nxfe7m1fK9A/ywNt3DUJkgIfEldGlMIwQEVGnsPdkFaYt3oGCijoo5DI8ntgLD4/uySfu2gGGESIisnvf7TqFp/+3Bw2NJgR7ueK98YM5N8SOMIwQEZHdEkLgzXV5+HDTUQDA6N5+eG/8YHi6OktcGVmDYYSIiOxSnaEJz36bi293Nu8d8uA14XjmxkhuYGaHGEaIiMjuHNTqMG3RDhwtq4VcBrx2+0DcNVQjdVl0hRhGiIjIbgghsCS7EC/8sA/6JhPUHkq8e/dgDAvvJnVpdBUYRoiIyC5U1hnw3MpcrNpTDAAY08cPb985CN26KiWujK4WwwgREdk0IQTW7NXipVX7odU1wEkuw1M39sEDI8M5P6STYBghIiKbpW8y4t/f78eS7AIAzQ+4e/uuQRgcwmW7nQnDCBER2aTyGj0eWZiDP06cAQDMuDYCD43uia5KfnV1Nvz/KBER2ZyDWh2mfLEdpyrr4a5ywrt3R+PaSLXUZVE7YRghIiKb8vP+EsxcuhO1BiNCu7nhs8lDEeHfVeqyqB0xjBARkc1Yml2AtG/3QghgeM9u+HDCEHi5uUhdFrUzhhEiIrIJX/5+AnO+3wcAGB+nwYu3DYAzH3LnEBhGiIhIUkaTwCurD2D+b8cBAFNHheFfN/eFTMZlu46CYYSIiCRTXqPHrKW7sOVIOQBgVmIvzLyuF4OIg7mi8a+5c+ciNDQUKpUK8fHxyM7ObtV5S5cuhUwmw7hx467k1xIRUSeys+AMbnl/C7YcKYerswLvjR+MWYm9GUQckNVhZNmyZUhNTcWcOXOwY8cODBo0CElJSSgtLb3keSdOnMATTzyBUaNGXXGxRERk//RNRryXeRh3zstCcVUDwv264IcZI3DroCCpSyOJWB1G3nnnHUydOhUpKSno168f5s2bBzc3N8yfP7/Fc4xGIyZMmIAXXngB4eHhV1UwERHZr9+OlOOmd3/FO+sPockkMDYqEN9NG4EIf3epSyMJWTVnxGAwICcnB2lpaeZjcrkciYmJyMrKavG8F198Ef7+/pgyZQp+/fXXy/4evV4PvV5v/lmn01lTJhER2ZhSXQNeXn0A3+8uAgD4dlXi+b/3xa2DgnhbhqwLI+Xl5TAajVCrLXfBU6vVOHjw4EXP2bJlCz7//HPs2rWr1b8nPT0dL7zwgjWlERGRDTKaBBZkncDbPx1Ctb4JchkwcVgPpN7QB56uzlKXRzaiXVfTVFdXY+LEifj000/h6+vb6vPS0tKQmppq/lmn00Gj0bRHiURE1E425ZXi9bV5OFDcPLo9sLsnXhkXhajunhJXRrbGqjDi6+sLhUKBkpISi+MlJSUICAi4oP3Ro0dx4sQJ3HLLLeZjJpOp+Rc7OSEvLw89e/a84DylUgmlUmlNaUREZCP2F+nw0qr9yDp2GgDgrnLCUzdG4p64ECjkvCVDF7IqjLi4uCAmJgaZmZnm5bkmkwmZmZmYPn36Be0jIyOxd+9ei2PPPfccqqur8e6773K0g4ioEymsqEPGz4fx7c6TMAnAWSHD5IRQTPtbBLy7cEt3apnVt2lSU1MxefJkxMbGIi4uDhkZGaitrUVKSgoAYNKkSQgODkZ6ejpUKhUGDBhgcb6XlxcAXHCciIjsk66hEfM2HcVnW47D0NQ8+j02KhBpN0eiu7ebxNWRPbA6jCQnJ6OsrAyzZ8+GVqtFdHQ01q5da57UWlBQALmczxIgInIE6/Zp8fzKXJRWN6+AHN6zG566MRLRGi9pCyO7IhNCCKmLuBydTgdPT09UVVXBw8ND6nKIiBxeZZ0Bz3+3Dz+cXaob5tsFaTdF4vp+ai7VJbPWfn/z2TRERGSVnPwKzFi8E0VVDVDIZXjwmnDMvK4XVM4KqUsjO8UwQkRErWI0CczdeATvZh6G0SQQ2s0N740fjIHdvaQujewcwwgREV3WoZJqPPXNHuwqrAQA3DooCK/eHoWuSn6N0NXjnyIiImpRVX0jPtx4BPN/O45Go4C70gkv3NYf/xgczLkh1GYYRoiI6AJGk8Dibfn4z8+HUVFrAAAk9vXHy+OiEOCpkrg66mwYRoiIyMxkEvhpvxYfbjqKPSerAAA9/brgubH9MKaPH0dDqF0wjBAREYQQ+OVwOd5Zfwi7z84LcVc54cmkPhgfFwJnBfePovbDMEJE5MCEEPj5QCk+2HAYu8+OhLi5KHDf8FDcNyIU/u68JUPtj2GEiMhB7Sg4gxd+2G8eCVE5yzEhvgcevCYcag+GEOo4DCNERA7mTK0Bb/6Uh8XbCgAAXVwUmDQ8FFNGhsG3K5+YTh2PYYSIyEEIIbBwWwFeXX0A9Y1GAMA/Y7rjqaQ+8OdICEmIYYSIyAHoGhrxzP/2YM1eLQCgf5AH/nVzX4yI8JW4MiKGESKiTm/rsdN4YvlunDxTD2eFDE8lReKBUWFcpks2g2GEiKiTamg04o21eZj/23EAgMbHFR+MH4JBGi9pCyP6C4YRIqJOaEfBGTzx9W4cK68FAIyP0+DZsf34LBmySfxTSUTUiTQ0GvFu5mF8vPkoTAJQeyjx2h0D8bc+/lKXRtQihhEiok7AaBL4JqcQ72UewanKegDAPwYH49+39Ienm7PE1RFdGsMIEZEdE0Jg3T4t/rP+MPJKqgEAQZ4qzL6lP24cECBxdUStwzBCRGSHGo0mrN5TjM+2HEPuKR0AwEPlhBnX9sLEhB5QOSskrpCo9RhGiIjsiKHJhB92F+H9DYdx4nQdAMDVWYEpI8MwdVQ4b8mQXWIYISKyA6W6BizaVoDF2QUoq9YDAHy6uCBleCgmDOsBny4uEldIdOUYRoiIbJQQAtnHK7A4uwBr9haj0SgANK+QmTw8FJMTQtGFS3WpE+CfYiIiG2M0CWQeKMG8zUexo6DSfDymhzfuGx6KGwcEwFkhl65AojbGMEJEZCMqag34enshFm3LR2FF8/JcF4Uctw8JxoT4Hojq7ilxhUTtg2GEiEhitfomfPrrMXz6yzHUGpqfpuvp6ozxcSG4f2Qo/N35RF3q3BhGiIgk9MeJCqR+vcs8EtIv0AP3DQ/FLYOC4OrC5bnkGBhGiIgkUKtvwqtrDmDRtgIAQLCXK9JujsTYqEA+TZccDsMIEVEHW7dPi9nf5aJE17xENzlWg2f/3hceKu4RQo6JYYSIqIMUV9Vj9nf7sH5/CQAgxMcN6bdHYUSEr8SVEUmLYYSIqJ3pm4x4L/MwPv3lOAxGE5wVMkwdFY7HruvFbduJwDBCRNRuTCaBFTtP4e2f8lBc1QAAiAvzwUu3DUCfAHeJqyOyHQwjRERtrKHRiO93F+HzX4+bn6Sr9lDihVv748YBgRJXR2R7GEaIiNpIYUUdFm7Nx7LthaisawQAuCudMO3aCNw3PJS3ZIhawDBCRHQVhBDYeqwCC7flY22uFkZT8/Njgr1cMTGhB8YPDeGTdIkug2GEiOgKGE0C6/eX4ONfjmLnn54fMzLCF5OHh+LaSH8o5NwvhKg1ruhJS3PnzkVoaChUKhXi4+ORnZ3dYtsVK1YgNjYWXl5e6NKlC6Kjo7FgwYIrLpiISEoNjUYs3JqPxHc24+GFOdhZUAmlkxz3xIdgzWOjsPCBeFzfT80gQmQFq0dGli1bhtTUVMybNw/x8fHIyMhAUlIS8vLy4O/vf0F7Hx8fPPvss4iMjISLiwtWrVqFlJQU+Pv7IykpqU0ugoiovZ2pNeCrrHx8lXUCp2sNAJqfH3PvsBBMHs7nxxBdDZkQQlhzQnx8PIYOHYoPPvgAAGAymaDRaDBjxgw888wzrfqMIUOGYOzYsXjppZda1V6n08HT0xNVVVXw8PCwplwioqtSVFmPz349jiXZBahvbH6IXXdvV0wZGYa7YjXoouTdbqKWtPb726q/RQaDATk5OUhLSzMfk8vlSExMRFZW1mXPF0Jgw4YNyMvLw+uvv95iO71eD71eb/5Zp9NZUyYR0VU7U2tAxs+HsDi7AI3G5v/N1j/IAw+N7ombBwTASXFFd7mJ6CKsCiPl5eUwGo1Qq9UWx9VqNQ4ePNjieVVVVQgODoZer4dCocCHH36I66+/vsX26enpeOGFF6wpjYioTTQZTfgyKx8Z6w+hWt8EAIgP88G0v0VgVC9fPsSOqB10yPiiu7s7du3ahZqaGmRmZiI1NRXh4eEYM2bMRdunpaUhNTXV/LNOp4NGo+mIUonIQQnRvDrmtR8P4lh5LQCgb6AHnhvbl8+OIWpnVoURX19fKBQKlJSUWBwvKSlBQEBAi+fJ5XJEREQAAKKjo3HgwAGkp6e3GEaUSiWUSqU1pRERXREhBDYdKsP7mYex4+wSXW83ZzyZFInkoRquiiHqAFaFERcXF8TExCAzMxPjxo0D0DyBNTMzE9OnT2/155hMJos5IUREUthdWImXV+/HHyfOAABUznLcPyIMj4zpCXcVNyoj6ihW36ZJTU3F5MmTERsbi7i4OGRkZKC2thYpKSkAgEmTJiE4OBjp6ekAmud/xMbGomfPntDr9VizZg0WLFiAjz76qG2vhIiolfYX6TB30xGs3lMMAFA6yTFxWA88eE04/D24RJeoo1kdRpKTk1FWVobZs2dDq9UiOjoaa9euNU9qLSgogFx+fpZ5bW0tHn30UZw8eRKurq6IjIzEwoULkZyc3HZXQUTUCjn5Fcj4+TB+PVxuPnbHkO54MqkPAjwZQoikYvU+I1LgPiNEdKWEENiefwZzNx7BprwyAIBcBtwcFYhHx0SgXxD/TSFqL+2yzwgRkb2oNxixctcpfJWVjwPFzXsVOcll+GdMd0z7WwQ0Pm4SV0hE5zCMEFGnUlatx4KsE1iwNR9n6hoBNE9MvXVQEB4ZE4Ew3y4SV0hEf8UwQkSdwpHSanz263Gs2HkKhiYTAEDj44qJw3rgrlgNvNxcJK6QiFrCMEJEdi3r6GnM23wUmw+VmY8NDvHC1FHhSOofwH1CiOwAwwgR2aUjpTV4ZfV+bDw7KVUmA27op8aD14QjpoePxNURkTUYRojIrpTX6PH2T4fw9fZCGE0CTnIZ7o7TYOqocPToxvkgRPaIYYSI7EKj0YQFWfn4z58eYJfYV41nx/blpFQiO8cwQkQ2TQiBtblavLkuz/wAuwHBHpj99/6IC+PtGKLOgGGEiGzW70fL8fraPOwurAQAdOvigtQbeuPuoSGcmErUiTCMEJHN2VlwBm+szUPWsdMAADcXBR4YGYap14TzAXZEnRDDCBHZjAPFOry1Lg+ZB0sBAM4KGcbHhWDGtb3g566UuDoiai8MI0QkKSEEso6exie/HrN4dsztQ7pjVmIvdPfmtu1EnR3DCBFJoqHRiDV7i/H5luPYV9T87BiZDLhpQACeuKEPwv26SlwhEXUUhhEi6jBNRhOyT1Tgp30lWLnrFCr/9OyYu2I1uH9EGEK5TJfI4TCMEFG7K6yoww97irAkuwCFFfXm48Ferhgfp8GE+B7w7sJnxxA5KoYRImoXhiYTfj5QgiXZBfj1cLn5uJebM67t44+/DwrE6N7+XKJLRAwjRNS2Ck7XYXF2Ab7JKUR5jcF8PCG8G8YNDsKtg4Lh6qKQsEIisjUMI0R01YwmgU15pfji9xMWoyB+7kokx2qQPFQDjQ9XxRDRxTGMENEVq6prxJI/CvDV7ydQVNUAoHlFzMgIX0yID8F1fdVwVsglrpKIbB3DCBFZrd5gxEebjuDTX4+jvtEIAPB0dcadMd0xeXgoR0GIyCoMI0TUakIIfL+7CK+uOYASnR4A0DfQAykjQnHroCConDkXhIisxzBCRK2SfbwCb647iD9OnAHQvCz32bF9cdOAAMhkXBFDRFeOYYSILmnPyUq8vPoAso9XAACUTnI8OiYCD40O50gIEbUJhhEiuqgjpTX4cOMRfLvrFIQAXBRy/DO2Ox67thcCPFVSl0dEnQjDCBGZNRpNWLdPiwVZ+dh2diQEAMZFB+HpmyIR6OkqYXVE1FkxjBARquoasTi7AF9lnUDxn5boXt9XjenXRmBgdy9pCySiTo1hhMiBFVbU4ausE1i0rQB1huYlur5dXXBPfA/cPVSDIC+OhBBR+2MYIXIwJpPAhoOl+DLLcrfUyAB3TBkZhlu4RJeIOhjDCJGDEELgp/0leGtdHg6X1gA4v1vq/SPCMKaPH5foEpEkGEaIHMC2Y6fx+tqD2FFQCQBwVzlhfFwI7o3vgZBu3C2ViKTFMELUiR0rq8HLqw9gw8FSAIDKWY4pI8Pw0Oie8FA5S1wdEVEzhhGiTuhUZT0+2HAE3+QUotEooJDLkDxUg5nX9YLag3uEEJFtYRgh6kQqag34cOMRfLU1H4YmEwBgdG8/zLmlH8L9ukpcHRHRxTGMEHUC5TV6zN9yHF9l5aNG3wQAGBbug9Tr+yAuzEfi6oiILo1hhMiOaasa8PEvR7EkuwANjc0jIf2DPPBEUh+M6c3VMURkH+RXctLcuXMRGhoKlUqF+Ph4ZGdnt9j2008/xahRo+Dt7Q1vb28kJiZesj0RXd7JM3V49tu9uOaNjfjvbyfQ0GjCoO6e+GRiDH6YPhJ/6+PPIEJEdsPqkZFly5YhNTUV8+bNQ3x8PDIyMpCUlIS8vDz4+/tf0H7Tpk0YP348hg8fDpVKhddffx033HAD9u3bh+Dg4Da5CCJHcaK8Fh9uOoIVO06hySQAAHFhPphxbQRGRvgygBCRXZIJIYQ1J8THx2Po0KH44IMPAAAmkwkajQYzZszAM888c9nzjUYjvL298cEHH2DSpEmt+p06nQ6enp6oqqqCh4eHNeUSdQpHSmswd+MRfLfrFM5mEIyM8MWMayMQH95N2uKIiFrQ2u9vq0ZGDAYDcnJykJaWZj4ml8uRmJiIrKysVn1GXV0dGhsb4ePT8qQ6vV4PvV5v/lmn01lTJlGncVCrw/sbjmDN3mKc+58Nf+vjhxnX9cKQEG9piyMiaiNWhZHy8nIYjUao1WqL42q1GgcPHmzVZzz99NMICgpCYmJii23S09PxwgsvWFMaUadhMgn8eqQcX/x2HBvzyszHr++nxmPX9kJUd08JqyMiansduprmtddew9KlS7Fp0yaoVC1vvJSWlobU1FTzzzqdDhqNpiNKJJLMsbIarNxVhP/lnMSpynoAzc+OuXlAIKZfG4G+gbxFSUSdk1VhxNfXFwqFAiUlJRbHS0pKEBAQcMlz33rrLbz22mv4+eefMXDgwEu2VSqVUCqV1pRGZJdq9E1Yl6vFom355ufGAICHygm3D+mO+4aHItS3i3QFEhF1AKvCiIuLC2JiYpCZmYlx48YBaJ7AmpmZienTp7d43htvvIFXXnkF69atQ2xs7FUVTNQZ5J6qwsKt+fhuVxHqG40AAIVchlG9fDEuOhg3DgiAylkhcZVERB3D6ts0qampmDx5MmJjYxEXF4eMjAzU1tYiJSUFADBp0iQEBwcjPT0dAPD6669j9uzZWLx4MUJDQ6HVagEAXbt2Rdeu3J6aHIehyYTVe4vw5e/52FVYaT4e5tsFtw8ORnKcBv7ufG4METkeq8NIcnIyysrKMHv2bGi1WkRHR2Pt2rXmSa0FBQWQy8/vpfbRRx/BYDDgn//8p8XnzJkzB//+97+vrnoiO3CktAYLsk5g9V4tymuaV4k5K2S4cUAgJg7rgaGh3twfhIgcmtX7jEiB+4yQvRFC4NfD5Vi4NR/rD5SYl+X6uysxKaEHkoeGwM+d86KIqHNrl31GiOjSmowm/LCnCB9vPoaD2mrz8cS+akyID8HIXr5wVlzRUxiIiDothhGiNqBraMTXfxTiv7+dMC/LdXVWIHmoBvfEh6C32l3iComIbBfDCNFVOFFeiy9+P4Hl2wtRa2heFePTxQVTRobh3vge8HRzlrhCIiLbxzBCZCUhBLKOncb8LSeQefD8fJDe6q64f0QYxg0O5rJcIiIrMIwQtZK+yYjvdxVh/m8ncKD4/POSxvTxw5SRYXxqLhHRFWIYIbqMU5X1WPZHIRZvy0d5jQEAoHKW444h3ZEyIgwR/twvh4joajCMEF2EEAJbj1Vg/m/HkXmgBKazt2ICPFSYNLwH7okLgZebi7RFEhF1EgwjRH8ihMD6/SV4f8MR7D1VZT6eEN4N4+NDcNOAAC7NJSJqYwwjRGftLqzES6v2Y3v+GQB/vhUTigh/Ls0lImovDCPk8HYWnMF7mYexMa8MQPP+ICkjQvHAqHD4dOGtGCKi9sYwQg7rQLEO/1l/CD/tLwHQ/NTc26KD8GRSHwR6ukpcHRGR42AYIYez92QV3s08hJ8PlAJoDiH/GByM6X+LQKhvF4mrIyJyPAwj5DByT1Uh4+fD+PlA80iITAbcHBWIWdf1Qi9u105EJBmGEer0DpVU4+2f8rBuX3MIkcuA26KDMf3aCPT04x4hRERSYxihTutIaQ3e33AYq/YUw2gSkMmAWwcF4bHrejGEEBHZEIYR6nSKKuvx7s+HsTyn0LxZ2Q391HgyqQ9vxxAR2SCGEeo0tFUN+GjTESz5oxCGJhMA4Pp+ajx2bS9EdfeUuDoiImoJwwjZvRJdAz7adBSLswvMISQuzAdP39gHMT18JK6OiIguh2GE7FZpdQM+3GgZQoaGeuPxxN5I6NmNT9AlIrITDCNkdw4U6/BVVj5W7jyF+kYjACC2hzcev743hjOEEBHZHYYRsguGJhN+zC3Ggqx887NjAGCQxgtP3tAHIyIYQoiI7BXDCNksIQR2FJzBNzkn8WOuFpV1jQAAJ7kMSf0DMDGhB+LDfBhCiIjsHMMI2RQhBPYX67BmbzHW7NXieHmt+T1/dyXuiQ/B+LgQqD1UElZJRERtiWGEbEJxVT1W7izCtztP4lBJjfm4ylmOsVFBuGNIMOLCfOCkkEtYJRERtQeGEZJMjb4JP+4txrc7TyHr2GmIsxuUuTjJcW0ff9w8MBDXRfqji5J/TImIOjP+K08dqt5gxOZDpfhhdzF+PlAC/dkluUDz3iC3Dw7GTVGB8HR1lrBKIiLqSAwj1O4MTSb8dqQc3+8uwrp9WtQZjOb3wv264PbBwbgtOhgaHzcJqyQiIqkwjFC7EELgjxNnsGLHSazZWwxdQ5P5vWAvV9wcFYBbBwVjQLAHV8MQETk4hhFqU9qqBny9vRArdpzEidN15uN+7krcPCAA4wYHI1rjxQBCRERmDCN01RoajfgxtxjLt5/E1mOnzU/KdXNRYGxUIG4f0h1xYT5QyBlAiIjoQgwjdMWOl9di8bZ8fJNzEmfObkgGNG/Nfk98CJL6B3AlDBERXRa/KcgqJpPA5kNl+OL3E9h8qMx8PNjLFclDNfjHYE5EJSIi6zCMUKvUG4z4346TmP/bcRwrO78r6pg+fpgQ3wPXRvrzNgwREV0RhhG6pBp9ExZuzccnvxxDRa0BAOCudELyUA0mJvRAj25dJK6QiIjsHcMIXVRRZT0++eUYvsk5iRp987Lc7t6uuH9EGO4aqkFXzgUhIqI2ckUP+pg7dy5CQ0OhUqkQHx+P7OzsFtvu27cPd9xxB0JDQyGTyZCRkXGltVIHyD9di+dW7sWYNzfhi99PoEbfhHC/LnjznwOx6YkxuH9kGIMIERG1Kau/VZYtW4bU1FTMmzcP8fHxyMjIQFJSEvLy8uDv739B+7q6OoSHh+POO+/E448/3iZFU9srq9Yj4+dDWJJdYF6aOyzcB4+OicDICF/IOR+EiIjaiUyIc48na534+HgMHToUH3zwAQDAZDJBo9FgxowZeOaZZy55bmhoKGbNmoVZs2ZZVaROp4Onpyeqqqrg4eFh1bl0aaW6BszbfAyLtuWbnxMzurcfHh7dEwk9u0lcHRER2bPWfn9bNTJiMBiQk5ODtLQ08zG5XI7ExERkZWVdebV/odfrodfrzT/rdLo2+2xqpq1qwLzNR7Eku8AcQqI1Xnj6xkiGECIi6lBWhZHy8nIYjUao1WqL42q1GgcPHmyzotLT0/HCCy+02efReUdKa/DJL0exclcRDGdDSEwPb8y8rhdG9fLlNu1ERNThbHImYlpaGlJTU80/63Q6aDQaCSuyb0II7DlZhQVb87Fix0nznJChod6YeV1vjIjoxhBCRESSsSqM+Pr6QqFQoKSkxOJ4SUkJAgIC2qwopVIJpVLZZp/nqBqNJqzaU4SPNx/DQW21+XhiXzUeGh2O2B7eDCFERCQ5q8KIi4sLYmJikJmZiXHjxgFonsCamZmJ6dOnt0d9dAVOnqnDtztOYekfhThVWQ8AUDnLcUO/ANw3IhRDQrwlrpCIiOg8q2/TpKamYvLkyYiNjUVcXBwyMjJQW1uLlJQUAMCkSZMQHByM9PR0AM2TXvfv32/+71OnTmHXrl3o2rUrIiIi2vBSHJuhyYR1+7RYkl2A34+eNh/37eqClBFhuDe+BzzdnCWskIiI6OKsDiPJyckoKyvD7NmzodVqER0djbVr15ontRYUFEAuP7+XWlFREQYPHmz++a233sJbb72F0aNHY9OmTVd/BQ5MCIGD2mp8k3MS3+06hfIag/m9hPBuuCOmO8ZGBcLVRSFhlURERJdm9T4jUuA+I5ZOVdbj2x0n8e3OUzj6p4fW+bkrMX6oBnfGavjkXCIikly77DNC0mk0mrAprwyLt+Vj86Ey84oYF4Ucf4v0w50xGozu4wdnxRXt8E9ERCQZhhEbZmgy4fej5Vi3rwQ/7dPidK3lbZjbhwTjxgEBcFdxLggREdkvhhEb09BoxMaDpVi3T4vMg6Wobmgyv9etiwvuiOmOu4dqEO7XVcIqiYiI2g7DiA0wmQR2FJzB/3acxKo9xRYBxM9diRv6qZHUPwDDe3aDE2/DEBFRJ8MwIpEafRM2HizF5kNl2Hiw1OIWTLCXK24aEICbogIwWOPNJ+YSEVGnxjDSwU6U1+KzLcfwv5xTqG80mo+7K51wfX817ozRID7MhwGEiIgcBsNIB9lzshIf/3IMa3O1MJ5dChPm2wXX91NjdG8/xIX5cCUMERE5JIaRdnam1oCXVu3Hip2nzMfG9PHDQ9f0xLBwHz4bhoiIHB7DSDvKPl6BGUt2oESnh0wGjIsOxtRR4egXxI3biIiIzmEYaQdCCHy+5TjSfzwIo0mgp18XvHXnIAzmA+qIiIguwDDSxoQQeG5lLhZtKwAAjIsOwqu3R8HNhV1NRER0MfyGbGMfbT6KRdsKIJcBz/+9H+4bHsp5IURERJfAMNKGVu48hbfW5QEAXri1PyYmhEpbEBERkR3gWtI2svXYaTyxfDdMAhgfF8IgQkRE1EoMI22g4HQdHlmYgyaTwN8HBuKVcQOkLomIiMhuMIxcpaq6Rjy4YDvO1DViYHdPvHXnIO6eSkREZAWGkaugbzLioYXbcVBbDZ8uLvhkYixUzgqpyyIiIrIrDCNXqNFowozFO7H1WAW6Kp2wYEocAjxVUpdFRERkd7ia5go0NBrx8MIcbMorg4tCjo8nxqB/kKfUZREREdkljoxYydBkwqOLdmBTXhlcnRX4eGIMRkT4Sl0WERGR3eLIiBX0TUbMWLwTGw6WQukkx39ThmJYeDepyyIiIrJrHBlppUajCbOW7sJP+0vgopDjk0mxDCJERERtgCMjrdDQaMSDC3Lwy6EyOCtk+Py+WIzq5Sd1WURERJ0CR0Yuo8lowvTFO/HLoTK4uSjwyUQGESIiorbEkZFLMJkEnvrfHvx8oARKJznm38c5IkRERG2NIyMtEELglTUHsGLHKSjkMsy9ZwiDCBERUTvgyMhFGE0CL/ywD19l5QMA3vznQCT2U0tcFRERUefEMPIXQgjM+T4XC7cWAABevK0/bh/SXeKqiIiIOi+GkT8xmQSe/y4Xi7YVQCYDMpKjcVt0sNRlERERdWoMI2c1Gk14YvlufLerCDIZ8Oo/ohhEiIiIOgDDCJqX7z66aAfW7y+Bk1yGd5KjceugIKnLIiIicggOH0aa54jsw/r9zct3P7p3CK6N5GRVIiKijuLwS3t/2l+CRdsKID87R4RBhIiIqGM5dBgxNJnw0qr9AICHR/fETVGBEldERETkeK4ojMydOxehoaFQqVSIj49Hdnb2JdsvX74ckZGRUKlUiIqKwpo1a66o2Lb2Y24xTp6ph5+7EtOvjZC6HCIiIodkdRhZtmwZUlNTMWfOHOzYsQODBg1CUlISSktLL9r+999/x/jx4zFlyhTs3LkT48aNw7hx45Cbm3vVxV+tzXllAIDkWA3cXBx++gwREZEkrA4j77zzDqZOnYqUlBT069cP8+bNg5ubG+bPn3/R9u+++y5uvPFGPPnkk+jbty9eeuklDBkyBB988MFVF3+1quobAQAaH1eJKyEiInJcVoURg8GAnJwcJCYmnv8AuRyJiYnIysq66DlZWVkW7QEgKSmpxfYAoNfrodPpLF7tob7RCABQOSva5fOJiIjo8qwKI+Xl5TAajVCrLVecqNVqaLXai56j1Wqtag8A6enp8PT0NL80Go01ZbZanaE5jLgyjBAREUnGJlfTpKWloaqqyvwqLCxsl99zV6wGj4zpiZ7+Xdvl84mIiOjyrJq16evrC4VCgZKSEovjJSUlCAgIuOg5AQEBVrUHAKVSCaVSaU1pV+Se+JB2/x1ERER0aVaNjLi4uCAmJgaZmZnmYyaTCZmZmUhISLjoOQkJCRbtAWD9+vUtticiIiLHYvV61tTUVEyePBmxsbGIi4tDRkYGamtrkZKSAgCYNGkSgoODkZ6eDgCYOXMmRo8ejbfffhtjx47F0qVLsX37dnzyySdteyVERERkl6wOI8nJySgrK8Ps2bOh1WoRHR2NtWvXmiepFhQUQC4/P+AyfPhwLF68GM899xz+9a9/oVevXli5ciUGDBjQdldBREREdksmhBBSF3E5Op0Onp6eqKqqgoeHh9TlEBERUSu09vvbJlfTEBERkeNgGCEiIiJJMYwQERGRpBhGiIiISFIMI0RERCQphhEiIiKSFMMIERERSYphhIiIiCTFMEJERESSsno7eCmc2yRWp9NJXAkRERG11rnv7ctt9m4XYaS6uhoAoNFoJK6EiIiIrFVdXQ1PT88W37eLZ9OYTCYUFRXB3d0dMpmszT5Xp9NBo9GgsLCQz7wB++Ov2B+W2B+W2B+W2B+W2B/NhBCorq5GUFCQxUN0/8ouRkbkcjm6d+/ebp/v4eHh0H9Y/or9YYn9YYn9YYn9YYn9YYn9gUuOiJzDCaxEREQkKYYRIiIikpRDhxGlUok5c+ZAqVRKXYpNYH9YYn9YYn9YYn9YYn9YYn9Yxy4msBIREVHn5dAjI0RERCQ9hhEiIiKSFMMIERERSYphhIiIiCTl0GFk7ty5CA0NhUqlQnx8PLKzs6UuySrp6ekYOnQo3N3d4e/vj3HjxiEvL8+iTUNDA6ZNm4Zu3bqha9euuOOOO1BSUmLRpqCgAGPHjoWbmxv8/f3x5JNPoqmpyaLNpk2bMGTIECiVSkREROCLL764oB5b68/XXnsNMpkMs2bNMh9ztP44deoU7r33XnTr1g2urq6IiorC9u3bze8LITB79mwEBgbC1dUViYmJOHz4sMVnVFRUYMKECfDw8ICXlxemTJmCmpoaizZ79uzBqFGjoFKpoNFo8MYbb1xQy/LlyxEZGQmVSoWoqCisWbOmfS66BUajEc8//zzCwsLg6uqKnj174qWXXrJ4ZkZn7o9ffvkFt9xyC4KCgiCTybBy5UqL923p2ltTy9W6VH80Njbi6aefRlRUFLp06YKgoCBMmjQJRUVFFp/RmfpDcsJBLV26VLi4uIj58+eLffv2ialTpwovLy9RUlIidWmtlpSUJP773/+K3NxcsWvXLnHzzTeLkJAQUVNTY27z8MMPC41GIzIzM8X27dvFsGHDxPDhw83vNzU1iQEDBojExESxc+dOsWbNGuHr6yvS0tLMbY4dOybc3NxEamqq2L9/v3j//feFQqEQa9euNbextf7Mzs4WoaGhYuDAgWLmzJnm447UHxUVFaJHjx7ivvvuE9u2bRPHjh0T69atE0eOHDG3ee2114Snp6dYuXKl2L17t7j11ltFWFiYqK+vN7e58cYbxaBBg8TWrVvFr7/+KiIiIsT48ePN71dVVQm1Wi0mTJggcnNzxZIlS4Srq6v4+OOPzW1+++03oVAoxBtvvCH2798vnnvuOeHs7Cz27t3bMZ0hhHjllVdEt27dxKpVq8Tx48fF8uXLRdeuXcW7775rbtOZ+2PNmjXi2WefFStWrBAAxLfffmvxvi1de2tqac/+qKysFImJiWLZsmXi4MGDIisrS8TFxYmYmBiLz+hM/SE1hw0jcXFxYtq0aeafjUajCAoKEunp6RJWdXVKS0sFALF582YhRPNfKGdnZ7F8+XJzmwMHDggAIisrSwjR/BdSLpcLrVZrbvPRRx8JDw8PodfrhRBCPPXUU6J///4Wvys5OVkkJSWZf7al/qyurha9evUS69evF6NHjzaHEUfrj6efflqMHDmyxfdNJpMICAgQb775pvlYZWWlUCqVYsmSJUIIIfbv3y8AiD/++MPc5scffxQymUycOnVKCCHEhx9+KLy9vc39c+539+nTx/zzXXfdJcaOHWvx++Pj48VDDz10dRdphbFjx4r777/f4tjtt98uJkyYIIRwrP7465evLV17a2ppaxcLZ3+VnZ0tAIj8/HwhROfuDyk45G0ag8GAnJwcJCYmmo/J5XIkJiYiKytLwsquTlVVFQDAx8cHAJCTk4PGxkaL64yMjERISIj5OrOyshAVFQW1Wm1uk5SUBJ1Oh3379pnb/PkzzrU59xm21p/Tpk3D2LFjL6jZ0frj+++/R2xsLO688074+/tj8ODB+PTTT83vHz9+HFqt1qJOT09PxMfHW/SHl5cXYmNjzW0SExMhl8uxbds2c5trrrkGLi4u5jZJSUnIy8vDmTNnzG0u1WcdYfjw4cjMzMShQ4cAALt378aWLVtw0003AXC8/vgzW7r21tQihaqqKshkMnh5eQFgf7Q1hwwj5eXlMBqNFl84AKBWq6HVaiWq6uqYTCbMmjULI0aMwIABAwAAWq0WLi4u5r885/z5OrVa7UX74dx7l2qj0+lQX19vU/25dOlS7NixA+np6Re852j9cezYMXz00Ufo1asX1q1bh0ceeQSPPfYYvvzyS/N1nKurpTq1Wi38/f0t3ndycoKPj0+b9FlH9sczzzyDu+++G5GRkXB2dsbgwYMxa9YsTJgwwaJWR+mPP7Ola29NLR2toaEBTz/9NMaPH29+6J0j90d7sIun9tLlTZs2Dbm5udiyZYvUpUimsLAQM2fOxPr166FSqaQuR3ImkwmxsbF49dVXAQCDBw9Gbm4u5s2bh8mTJ0tcXcf7+uuvsWjRIixevBj9+/fHrl27MGvWLAQFBTlkf1DrNDY24q677oIQAh999JHU5XRaDjky4uvrC4VCccEqipKSEgQEBEhU1ZWbPn06Vq1ahY0bN6J79+7m4wEBATAYDKisrLRo/+frDAgIuGg/nHvvUm08PDzg6upqM/2Zk5OD0tJSDBkyBE5OTnBycsLmzZvx3nvvwcnJCWq12qH6IzAwEP369bM41rdvXxQUFAA4fz2XqjMgIAClpaUW7zc1NaGioqJN+qwj++PJJ580j45ERUVh4sSJePzxx82jaI7WH39mS9femlo6yrkgkp+fj/Xr15tHRc7V6Wj90Z4cMoy4uLggJiYGmZmZ5mMmkwmZmZlISEiQsDLrCCEwffp0fPvtt9iwYQPCwsIs3o+JiYGzs7PFdebl5aGgoMB8nQkJCdi7d6/FX6pzf+nOfZElJCRYfMa5Nuc+w1b687rrrsPevXuxa9cu8ys2NhYTJkww/7cj9ceIESMuWOp96NAh9OjRAwAQFhaGgIAAizp1Oh22bdtm0R+VlZXIyckxt9mwYQNMJhPi4+PNbX755Rc0Njaa26xfvx59+vSBt7e3uc2l+qwj1NXVQS63/CdPoVDAZDIBcLz++DNbuvbW1NIRzgWRw4cP4+eff0a3bt0s3ne0/mh3Us+glcrSpUuFUqkUX3zxhdi/f7948MEHhZeXl8UqClv3yCOPCE9PT7Fp0yZRXFxsftXV1ZnbPPzwwyIkJERs2LBBbN++XSQkJIiEhATz++eWst5www1i165dYu3atcLPz++iS1mffPJJceDAATF37tyLLmW1xf7882oaIRyrP7Kzs4WTk5N45ZVXxOHDh8WiRYuEm5ubWLhwobnNa6+9Jry8vMR3330n9uzZI2677baLLuccPHiw2LZtm9iyZYvo1auXxfLFyspKoVarxcSJE0Vubq5YunSpcHNzu2D5opOTk3jrrbfEgQMHxJw5czp8ae/kyZNFcHCweWnvihUrhK+vr3jqqafMbTpzf1RXV4udO3eKnTt3CgDinXfeETt37jSvDrGla29NLe3ZHwaDQdx6662ie/fuYteuXRb/vv55ZUxn6g+pOWwYEUKI999/X4SEhAgXFxcRFxcntm7dKnVJVgFw0dd///tfc5v6+nrx6KOPCm9vb+Hm5ib+8Y9/iOLiYovPOXHihLjpppuEq6ur8PX1Ff/3f/8nGhsbLdps3LhRREdHCxcXFxEeHm7xO86xxf78axhxtP744YcfxIABA4RSqRSRkZHik08+sXjfZDKJ559/XqjVaqFUKsV1110n8vLyLNqcPn1ajB8/XnTt2lV4eHiIlJQUUV1dbdFm9+7dYuTIkUKpVIrg4GDx2muvXVDL119/LXr37i1cXFxE//79xerVq9v+gi9Bp9OJmTNnipCQEKFSqUR4eLh49tlnLb5cOnN/bNy48aL/XkyePFkIYVvX3ppa2rM/jh8/3uK/rxs3buyU/SE1mRB/2n6QiIiIqIM55JwRIiIish0MI0RERCQphhEiIiKSFMMIERERSYphhIiIiCTFMEJERESSYhghIiIiSTGMEBERkaQYRoiIiEhSDCNEREQkKYYRIiIikhTDCBEREUnq/wHs2ynoKTtN9wAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(jnp.sort(scores))" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "eb5a87c8", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-10-31 17:54:05.814466: W external/tsl/tsl/framework/bfc_allocator.cc:485] Allocator (GPU_0_bfc) ran out of memory trying to allocate 1.32GiB (rounded to 1414883072)requested by op \n", - "2023-10-31 17:54:05.814708: W external/tsl/tsl/framework/bfc_allocator.cc:497] ************************************************************************************************____\n", - "2023-10-31 17:54:05.815647: E external/xla/xla/pjrt/pjrt_stream_executor_client.cc:2716] Execution of replica 0 failed: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 1414883032 bytes.\n", - "BufferAssignment OOM Debugging.\n", - "BufferAssignment stats:\n", - " parameter allocation: 221.7KiB\n", - " constant allocation: 380B\n", - " maybe_live_out allocation: 2.98GiB\n", - " preallocated temp allocation: 1.32GiB\n", - " preallocated temp fragmentation: 0B (0.00%)\n", - " total allocation: 4.29GiB\n", - " total fragmentation: 1.32GiB (30.68%)\n", - "Peak buffers:\n", - "\tBuffer 1:\n", - "\t\tSize: 1.32GiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/vmap(jit(_render_custom_call))/jit(_render_custom_call)/render_multiple_140186662035616\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n", - "\t\tXLA Label: custom-call\n", - "\t\tShape: f32[8843,100,100,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 2:\n", - "\t\tSize: 1012.00MiB\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,100,100,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 3:\n", - "\t\tSize: 1012.00MiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 100, 100, 3) broadcast_dimensions=(1, 2, 3)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,100,100,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 4:\n", - "\t\tSize: 1012.00MiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/gather[dimension_numbers=GatherDimensionNumbers(offset_dims=(0, 1, 2, 3), collapsed_slice_dims=(), start_index_map=(3,)) slice_sizes=(8843, 100, 100, 3) unique_indices=True indices_are_sorted=True mode=GatherScatterMode.PROMISE_IN_BOUNDS fill_value=None]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,100,100,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 5:\n", - "\t\tSize: 2.23MiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 22, 3) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,22,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 6:\n", - "\t\tSize: 1.08MiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/vmap(while)/body/add\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/scene_graph.py\" source_line=195\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,2,4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 7:\n", - "\t\tSize: 1.08MiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 2, 4, 4) broadcast_dimensions=(1, 2, 3)]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,2,4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 8:\n", - "\t\tSize: 759.9KiB\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: s32[8843,22]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 9:\n", - "\t\tSize: 759.9KiB\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: s32[8843,22]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 10:\n", - "\t\tSize: 759.9KiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 22) broadcast_dimensions=(1,)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: s32[8843,22]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 11:\n", - "\t\tSize: 552.7KiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 12:\n", - "\t\tSize: 552.7KiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 13:\n", - "\t\tSize: 552.7KiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 14:\n", - "\t\tSize: 207.3KiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/concatenate[dimension=1]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,2,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 15:\n", - "\t\tSize: 207.3KiB\n", - "\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 2, 3) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[8843,2,3]\n", - "\t\t==========================\n", - "\n", - "\n" - ] - }, - { - "ename": "ValueError", - "evalue": "RESOURCE_EXHAUSTED: Out of memory while trying to allocate 1414883032 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 221.7KiB\n constant allocation: 380B\n maybe_live_out allocation: 2.98GiB\n preallocated temp allocation: 1.32GiB\n preallocated temp fragmentation: 0B (0.00%)\n total allocation: 4.29GiB\n total fragmentation: 1.32GiB (30.68%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 1.32GiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/vmap(jit(_render_custom_call))/jit(_render_custom_call)/render_multiple_140186662035616\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[8843,100,100,4]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 1012.00MiB\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,100,100,3]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 1012.00MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 100, 100, 3) broadcast_dimensions=(1, 2, 3)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,100,100,3]\n\t\t==========================\n\n\tBuffer 4:\n\t\tSize: 1012.00MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/gather[dimension_numbers=GatherDimensionNumbers(offset_dims=(0, 1, 2, 3), collapsed_slice_dims=(), start_index_map=(3,)) slice_sizes=(8843, 100, 100, 3) unique_indices=True indices_are_sorted=True mode=GatherScatterMode.PROMISE_IN_BOUNDS fill_value=None]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,100,100,3]\n\t\t==========================\n\n\tBuffer 5:\n\t\tSize: 2.23MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 22, 3) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,22,3]\n\t\t==========================\n\n\tBuffer 6:\n\t\tSize: 1.08MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/vmap(while)/body/add\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/scene_graph.py\" source_line=195\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,4,4]\n\t\t==========================\n\n\tBuffer 7:\n\t\tSize: 1.08MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 2, 4, 4) broadcast_dimensions=(1, 2, 3)]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,4,4]\n\t\t==========================\n\n\tBuffer 8:\n\t\tSize: 759.9KiB\n\t\tXLA Label: fusion\n\t\tShape: s32[8843,22]\n\t\t==========================\n\n\tBuffer 9:\n\t\tSize: 759.9KiB\n\t\tXLA Label: fusion\n\t\tShape: s32[8843,22]\n\t\t==========================\n\n\tBuffer 10:\n\t\tSize: 759.9KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 22) broadcast_dimensions=(1,)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: s32[8843,22]\n\t\t==========================\n\n\tBuffer 11:\n\t\tSize: 552.7KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,4,4]\n\t\t==========================\n\n\tBuffer 12:\n\t\tSize: 552.7KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,4,4]\n\t\t==========================\n\n\tBuffer 13:\n\t\tSize: 552.7KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,4,4]\n\t\t==========================\n\n\tBuffer 14:\n\t\tSize: 207.3KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/concatenate[dimension=1]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,3]\n\t\t==========================\n\n\tBuffer 15:\n\t\tSize: 207.3KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 2, 3) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,3]\n\t\t==========================\n\n", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/icra/mug/mug.ipynb Cell 9\u001b[0m line \u001b[0;36m2\n\u001b[1;32m 1\u001b[0m contact_param_grid \u001b[39m=\u001b[39m trace[\u001b[39m\"\u001b[39m\u001b[39mcontact_params_1\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m+\u001b[39m contact_param_deltas\n\u001b[0;32m----> 2\u001b[0m images \u001b[39m=\u001b[39m jnp\u001b[39m.\u001b[39mconcatenate([\n\u001b[1;32m 3\u001b[0m enumerators[\u001b[39m2\u001b[39m](trace, key, cp)[\u001b[39m\"\u001b[39m\u001b[39mimage\u001b[39m\u001b[39m\"\u001b[39m]\n\u001b[1;32m 4\u001b[0m \u001b[39mfor\u001b[39;00m cp \u001b[39min\u001b[39;00m jnp\u001b[39m.\u001b[39marray_split(contact_param_grid, \u001b[39m15\u001b[39m)\n\u001b[1;32m 5\u001b[0m ],axis\u001b[39m=\u001b[39m\u001b[39m0\u001b[39m)\n", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/icra/mug/mug.ipynb Cell 9\u001b[0m line \u001b[0;36m3\n\u001b[1;32m 1\u001b[0m contact_param_grid \u001b[39m=\u001b[39m trace[\u001b[39m\"\u001b[39m\u001b[39mcontact_params_1\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m+\u001b[39m contact_param_deltas\n\u001b[1;32m 2\u001b[0m images \u001b[39m=\u001b[39m jnp\u001b[39m.\u001b[39mconcatenate([\n\u001b[0;32m----> 3\u001b[0m enumerators[\u001b[39m2\u001b[39;49m](trace, key, cp)[\u001b[39m\"\u001b[39m\u001b[39mimage\u001b[39m\u001b[39m\"\u001b[39m]\n\u001b[1;32m 4\u001b[0m \u001b[39mfor\u001b[39;00m cp \u001b[39min\u001b[39;00m jnp\u001b[39m.\u001b[39marray_split(contact_param_grid, \u001b[39m15\u001b[39m)\n\u001b[1;32m 5\u001b[0m ],axis\u001b[39m=\u001b[39m\u001b[39m0\u001b[39m)\n", - "\u001b[0;31mValueError\u001b[0m: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 1414883032 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 221.7KiB\n constant allocation: 380B\n maybe_live_out allocation: 2.98GiB\n preallocated temp allocation: 1.32GiB\n preallocated temp fragmentation: 0B (0.00%)\n total allocation: 4.29GiB\n total fragmentation: 1.32GiB (30.68%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 1.32GiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/vmap(jit(_render_custom_call))/jit(_render_custom_call)/render_multiple_140186662035616\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[8843,100,100,4]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 1012.00MiB\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,100,100,3]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 1012.00MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 100, 100, 3) broadcast_dimensions=(1, 2, 3)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,100,100,3]\n\t\t==========================\n\n\tBuffer 4:\n\t\tSize: 1012.00MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/gather[dimension_numbers=GatherDimensionNumbers(offset_dims=(0, 1, 2, 3), collapsed_slice_dims=(), start_index_map=(3,)) slice_sizes=(8843, 100, 100, 3) unique_indices=True indices_are_sorted=True mode=GatherScatterMode.PROMISE_IN_BOUNDS fill_value=None]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,100,100,3]\n\t\t==========================\n\n\tBuffer 5:\n\t\tSize: 2.23MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 22, 3) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,22,3]\n\t\t==========================\n\n\tBuffer 6:\n\t\tSize: 1.08MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/vmap(while)/body/add\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/scene_graph.py\" source_line=195\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,4,4]\n\t\t==========================\n\n\tBuffer 7:\n\t\tSize: 1.08MiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 2, 4, 4) broadcast_dimensions=(1, 2, 3)]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,4,4]\n\t\t==========================\n\n\tBuffer 8:\n\t\tSize: 759.9KiB\n\t\tXLA Label: fusion\n\t\tShape: s32[8843,22]\n\t\t==========================\n\n\tBuffer 9:\n\t\tSize: 759.9KiB\n\t\tXLA Label: fusion\n\t\tShape: s32[8843,22]\n\t\t==========================\n\n\tBuffer 10:\n\t\tSize: 759.9KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 22) broadcast_dimensions=(1,)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: s32[8843,22]\n\t\t==========================\n\n\tBuffer 11:\n\t\tSize: 552.7KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,4,4]\n\t\t==========================\n\n\tBuffer 12:\n\t\tSize: 552.7KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,4,4]\n\t\t==========================\n\n\tBuffer 13:\n\t\tSize: 552.7KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 4, 4) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,4,4]\n\t\t==========================\n\n\tBuffer 14:\n\t\tSize: 207.3KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/concatenate[dimension=1]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,3]\n\t\t==========================\n\n\tBuffer 15:\n\t\tSize: 207.3KiB\n\t\tOperator: op_name=\"jit(enumerator)/jit(main)/broadcast_in_dim[shape=(8843, 2, 3) broadcast_dimensions=(1, 2)]\" source_file=\"/var/tmp/ipykernel_376442/2325666790.py\" source_line=3\n\t\tXLA Label: fusion\n\t\tShape: f32[8843,2,3]\n\t\t==========================\n\n" - ] - } - ], - "source": [ - "contact_param_grid = trace[\"contact_params_1\"] + contact_param_deltas\n", - "images = jnp.concatenate([\n", - " enumerators[2](trace, key, cp)[\"image\"]\n", - " for cp in jnp.array_split(contact_param_grid, 15)\n", - "],axis=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "71bc16fd", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-10-31 17:52:05.703445: W external/tsl/tsl/framework/bfc_allocator.cc:485] Allocator (GPU_0_bfc) ran out of memory trying to allocate 24.71GiB (rounded to 26530202112)requested by op \n", - "2023-10-31 17:52:05.704126: W external/tsl/tsl/framework/bfc_allocator.cc:497] *___________________________________________________________________________________________________\n", - "2023-10-31 17:52:05.704853: E external/xla/xla/pjrt/pjrt_stream_executor_client.cc:2716] Execution of replica 0 failed: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 26530201912 bytes.\n", - "BufferAssignment OOM Debugging.\n", - "BufferAssignment stats:\n", - " parameter allocation: 1.63MiB\n", - " constant allocation: 376B\n", - " maybe_live_out allocation: 518.2KiB\n", - " preallocated temp allocation: 24.71GiB\n", - " preallocated temp fragmentation: 188B (0.00%)\n", - " total allocation: 24.71GiB\n", - " total fragmentation: 403.2KiB (0.00%)\n", - "Peak buffers:\n", - "\tBuffer 1:\n", - "\t\tSize: 19.77GiB\n", - "\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/vmap(jit(_render_custom_call))/jit(_render_custom_call)/render_multiple_140068952562704\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n", - "\t\tXLA Label: custom-call\n", - "\t\tShape: f32[132651,100,100,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 2:\n", - "\t\tSize: 4.94GiB\n", - "\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/reduce_max[axes=(3, 4)]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/likelihood.py\" source_line=33\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[100,100,132651]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 3:\n", - "\t\tSize: 1.52MiB\n", - "\t\tEntry Parameter Subshape: f32[132651,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 4:\n", - "\t\tSize: 518.2KiB\n", - "\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/add\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: f32[132651]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 5:\n", - "\t\tSize: 117.2KiB\n", - "\t\tEntry Parameter Subshape: f32[100,100,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 6:\n", - "\t\tSize: 264B\n", - "\t\tEntry Parameter Subshape: f32[22,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 7:\n", - "\t\tSize: 64B\n", - "\t\tXLA Label: constant\n", - "\t\tShape: f32[4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 8:\n", - "\t\tSize: 64B\n", - "\t\tEntry Parameter Subshape: f32[4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 9:\n", - "\t\tSize: 64B\n", - "\t\tEntry Parameter Subshape: f32[4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 10:\n", - "\t\tSize: 64B\n", - "\t\tEntry Parameter Subshape: f32[4,4]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 11:\n", - "\t\tSize: 56B\n", - "\t\tXLA Label: tuple\n", - "\t\tShape: (s32[], f32[132651,2,4,4], s32[2], f32[2,3], s32[2], /*index=5*/f32[132651,2,3], s32[2])\n", - "\t\t==========================\n", - "\n", - "\tBuffer 12:\n", - "\t\tSize: 48B\n", - "\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/vmap(while)/body/concatenate[dimension=1]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/transforms_3d.py\" source_line=29\n", - "\t\tXLA Label: fusion\n", - "\t\tShape: (f32[16,4], f32[16,4], f32[16,4], f32[16,4], f32[16,4], /*index=5*/f32[16,4])\n", - "\t\t==========================\n", - "\n", - "\tBuffer 13:\n", - "\t\tSize: 36B\n", - "\t\tXLA Label: constant\n", - "\t\tShape: f32[3,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 14:\n", - "\t\tSize: 36B\n", - "\t\tXLA Label: constant\n", - "\t\tShape: f32[3,3]\n", - "\t\t==========================\n", - "\n", - "\tBuffer 15:\n", - "\t\tSize: 36B\n", - "\t\tXLA Label: constant\n", - "\t\tShape: f32[3,3]\n", - "\t\t==========================\n", - "\n", - "\n" - ] - }, - { - "ename": "XlaRuntimeError", - "evalue": "RESOURCE_EXHAUSTED: Out of memory while trying to allocate 26530201912 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 1.63MiB\n constant allocation: 376B\n maybe_live_out allocation: 518.2KiB\n preallocated temp allocation: 24.71GiB\n preallocated temp fragmentation: 188B (0.00%)\n total allocation: 24.71GiB\n total fragmentation: 403.2KiB (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 19.77GiB\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/vmap(jit(_render_custom_call))/jit(_render_custom_call)/render_multiple_140068952562704\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[132651,100,100,4]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 4.94GiB\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/reduce_max[axes=(3, 4)]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/likelihood.py\" source_line=33\n\t\tXLA Label: fusion\n\t\tShape: f32[100,100,132651]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 1.52MiB\n\t\tEntry Parameter Subshape: f32[132651,3]\n\t\t==========================\n\n\tBuffer 4:\n\t\tSize: 518.2KiB\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/add\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[132651]\n\t\t==========================\n\n\tBuffer 5:\n\t\tSize: 117.2KiB\n\t\tEntry Parameter Subshape: f32[100,100,3]\n\t\t==========================\n\n\tBuffer 6:\n\t\tSize: 264B\n\t\tEntry Parameter Subshape: f32[22,3]\n\t\t==========================\n\n\tBuffer 7:\n\t\tSize: 64B\n\t\tXLA Label: constant\n\t\tShape: f32[4,4]\n\t\t==========================\n\n\tBuffer 8:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 9:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 10:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 11:\n\t\tSize: 56B\n\t\tXLA Label: tuple\n\t\tShape: (s32[], f32[132651,2,4,4], s32[2], f32[2,3], s32[2], /*index=5*/f32[132651,2,3], s32[2])\n\t\t==========================\n\n\tBuffer 12:\n\t\tSize: 48B\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/vmap(while)/body/concatenate[dimension=1]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/transforms_3d.py\" source_line=29\n\t\tXLA Label: fusion\n\t\tShape: (f32[16,4], f32[16,4], f32[16,4], f32[16,4], f32[16,4], /*index=5*/f32[16,4])\n\t\t==========================\n\n\tBuffer 13:\n\t\tSize: 36B\n\t\tXLA Label: constant\n\t\tShape: f32[3,3]\n\t\t==========================\n\n\tBuffer 14:\n\t\tSize: 36B\n\t\tXLA Label: constant\n\t\tShape: f32[3,3]\n\t\t==========================\n\n\tBuffer 15:\n\t\tSize: 36B\n\t\tXLA Label: constant\n\t\tShape: f32[3,3]\n\t\t==========================\n\n", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mXlaRuntimeError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/home/nishadgothoskar/bayes3d/scripts/experiments/icra/mug/mug.ipynb Cell 8\u001b[0m line \u001b[0;36m1\n\u001b[0;32m----> 1\u001b[0m traces \u001b[39m=\u001b[39m enumerators[\u001b[39m3\u001b[39;49m](trace, key, contact_param_deltas \u001b[39m+\u001b[39;49m trace[\u001b[39m\"\u001b[39;49m\u001b[39mcontact_params_1\u001b[39;49m\u001b[39m\"\u001b[39;49m])\n", - " \u001b[0;31m[... skipping hidden 10 frame]\u001b[0m\n", - "File \u001b[0;32m/opt/conda/envs/bayes3d/lib/python3.9/site-packages/jax/_src/interpreters/pxla.py:1152\u001b[0m, in \u001b[0;36mExecuteReplicated.__call__\u001b[0;34m(self, *args)\u001b[0m\n\u001b[1;32m 1150\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_handle_token_bufs(result_token_bufs, sharded_runtime_token)\n\u001b[1;32m 1151\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m-> 1152\u001b[0m results \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mxla_executable\u001b[39m.\u001b[39;49mexecute_sharded(input_bufs)\n\u001b[1;32m 1153\u001b[0m \u001b[39mif\u001b[39;00m dispatch\u001b[39m.\u001b[39mneeds_check_special():\n\u001b[1;32m 1154\u001b[0m out_arrays \u001b[39m=\u001b[39m results\u001b[39m.\u001b[39mdisassemble_into_single_device_arrays()\n", - "\u001b[0;31mXlaRuntimeError\u001b[0m: RESOURCE_EXHAUSTED: Out of memory while trying to allocate 26530201912 bytes.\nBufferAssignment OOM Debugging.\nBufferAssignment stats:\n parameter allocation: 1.63MiB\n constant allocation: 376B\n maybe_live_out allocation: 518.2KiB\n preallocated temp allocation: 24.71GiB\n preallocated temp fragmentation: 188B (0.00%)\n total allocation: 24.71GiB\n total fragmentation: 403.2KiB (0.00%)\nPeak buffers:\n\tBuffer 1:\n\t\tSize: 19.77GiB\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/vmap(jit(_render_custom_call))/jit(_render_custom_call)/render_multiple_140068952562704\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/renderer.py\" source_line=159\n\t\tXLA Label: custom-call\n\t\tShape: f32[132651,100,100,4]\n\t\t==========================\n\n\tBuffer 2:\n\t\tSize: 4.94GiB\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/reduce_max[axes=(3, 4)]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/likelihood.py\" source_line=33\n\t\tXLA Label: fusion\n\t\tShape: f32[100,100,132651]\n\t\t==========================\n\n\tBuffer 3:\n\t\tSize: 1.52MiB\n\t\tEntry Parameter Subshape: f32[132651,3]\n\t\t==========================\n\n\tBuffer 4:\n\t\tSize: 518.2KiB\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/add\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/genjax/model.py\" source_line=129\n\t\tXLA Label: fusion\n\t\tShape: f32[132651]\n\t\t==========================\n\n\tBuffer 5:\n\t\tSize: 117.2KiB\n\t\tEntry Parameter Subshape: f32[100,100,3]\n\t\t==========================\n\n\tBuffer 6:\n\t\tSize: 264B\n\t\tEntry Parameter Subshape: f32[22,3]\n\t\t==========================\n\n\tBuffer 7:\n\t\tSize: 64B\n\t\tXLA Label: constant\n\t\tShape: f32[4,4]\n\t\t==========================\n\n\tBuffer 8:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 9:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 10:\n\t\tSize: 64B\n\t\tEntry Parameter Subshape: f32[4,4]\n\t\t==========================\n\n\tBuffer 11:\n\t\tSize: 56B\n\t\tXLA Label: tuple\n\t\tShape: (s32[], f32[132651,2,4,4], s32[2], f32[2,3], s32[2], /*index=5*/f32[132651,2,3], s32[2])\n\t\t==========================\n\n\tBuffer 12:\n\t\tSize: 48B\n\t\tOperator: op_name=\"jit(enumerator_score)/jit(main)/vmap(while)/body/concatenate[dimension=1]\" source_file=\"/home/nishadgothoskar/bayes3d/bayes3d/transforms_3d.py\" source_line=29\n\t\tXLA Label: fusion\n\t\tShape: (f32[16,4], f32[16,4], f32[16,4], f32[16,4], f32[16,4], /*index=5*/f32[16,4])\n\t\t==========================\n\n\tBuffer 13:\n\t\tSize: 36B\n\t\tXLA Label: constant\n\t\tShape: f32[3,3]\n\t\t==========================\n\n\tBuffer 14:\n\t\tSize: 36B\n\t\tXLA Label: constant\n\t\tShape: f32[3,3]\n\t\t==========================\n\n\tBuffer 15:\n\t\tSize: 36B\n\t\tXLA Label: constant\n\t\tShape: f32[3,3]\n\t\t==========================\n\n" - ] - } - ], - "source": [ - "traces = enumerators[3](trace, key, contact_param_deltas + trace[\"contact_params_1\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "1c8cc54b-ca5e-4d04-a4c4-e512ae4a2a54", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "ace7a300-da3b-4989-847d-a0ed3a859fbd", - "metadata": {}, - "outputs": [], - "source": [ - "enumerators = b.make_enumerator([\"contact_params_1\"])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4affc66f", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "cd9a7faf-28d3-4a1b-8c12-4ca1ecebde9b", - "metadata": {}, - "outputs": [], - "source": [ - "key = jax.random.PRNGKey(100)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "4d71624f-441e-49e2-9113-87fb22ea2e80", - "metadata": {}, - "outputs": [], - "source": [ - "def make_orientation_posterior_viz(observation, gt_contact, sampled_contacts):\n", - " fig = plt.figure(constrained_layout=True)\n", - " # fig.suptitle(f\"Variance: {variance} Outlier Prob: {outlier_prob}\")\n", - " widths = [1, 1]\n", - " heights = [2]\n", - " spec = fig.add_gridspec(ncols=2, nrows=1, width_ratios=widths,\n", - " height_ratios=heights)\n", - " \n", - " ax = fig.add_subplot(spec[0, 0])\n", - " ax.imshow(jnp.array(b.get_depth_image(observation[...,2],max=1.4)))\n", - " ax.get_xaxis().set_visible(False)\n", - " ax.get_yaxis().set_visible(False)\n", - " ax.set_title(f\"Observation (params {gt_contact[0]:0.2f}, {gt_contact[1]:0.2f} ,{gt_contact[2]:0.2f})\")\n", - " # ax.set_title(f\"Observed Depth\")\n", - " \n", - " \n", - " ax = fig.add_subplot(spec[0, 1])\n", - " ax.set_aspect(1.0)\n", - " circ = plt.Circle((0, 0), radius=1, edgecolor='black', facecolor='None', linestyle=\"--\", linewidth=0.5)\n", - " ax.add_patch(circ)\n", - " ax.set_xlim(-1.1, 1.1)\n", - " ax.set_ylim(-1.1, 1.1)\n", - " ax.get_xaxis().set_visible(False)\n", - " ax.get_yaxis().set_visible(False)\n", - " ax.scatter(-jnp.sin(sampled_contacts[:,2]),jnp.cos(sampled_contacts[:,2]), color='red',label=\"Posterior Samples\", alpha=0.5, s=30)\n", - " ax.scatter(-jnp.sin(gt_contact[2]),jnp.cos(gt_contact[2]), label=\"Actual\", alpha=0.9, s=25)\n", - " ax.set_title(\"Posterior on Orientation (top view)\")\n", - " # ax.legend(fontsize=9)\n", - " # plt.show()\n", - " return fig" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "7f8acd91-b3f0-428c-8729-575d41b3b6bf", - "metadata": {}, - "outputs": [], - "source": [ - "def c2f_contact_update(trace_, key, contact_param_deltas):\n", - " contact_param_grid = contact_param_deltas + trace_[f\"contact_params_1\"]\n", - " scores = enumerators[3](trace_, key, contact_param_grid)\n", - " i = scores.argmax()\n", - " return enumerators[0](\n", - " trace_, key,\n", - " contact_param_grid[i]\n", - " )\n", - "c2f_contact_update_jit = jax.jit(c2f_contact_update)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "66660e30-25ba-442a-9d55-f9a9ad45139c", - "metadata": {}, - "outputs": [], - "source": [ - "key = jax.random.PRNGKey(100)\n", - "key2 = jax.random.PRNGKey(1000)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "04df8c91-4811-418e-adfc-8a022a41f913", - "metadata": {}, - "outputs": [], - "source": [ - "grid_params = [\n", - " (0.3, jnp.pi, (15,15,15)), (0.2, jnp.pi, (15,15,15)), (0.1, jnp.pi, (15,15,15)),\n", - " (0.05, jnp.pi/3, (15,15,15)), (0.02, jnp.pi, (9,9,51)), (0.01, jnp.pi/5, (15,15,15)), (0.01, 0.0, (31,31,1)),(0.05, 0.0, (31,31,1))\n", - "]\n", - "contact_param_gridding_schedule = [\n", - " b.utils.make_translation_grid_enumeration_3d(\n", - " -x, -x, -ang,\n", - " x, x, ang,\n", - " *nums\n", - " )\n", - " for (x,ang,nums) in grid_params\n", - "]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "9608e3a6-f546-4d32-b924-5be6b8df7156", - "metadata": {}, - "outputs": [], - "source": [ - "key = jax.random.split(key,2)[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "774aab97-222a-4aa3-96cf-31db1d2dbf2a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[ 0.04660907 -0.12123723 0.5363271 ]\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "low, high = jnp.array([-0.2, -0.2, -jnp.pi]), jnp.array([0.2, 0.2, jnp.pi])\n", - "weight, trace = importance_jit(key, genjax.choice_map({\n", - " \"parent_0\": -1,\n", - " \"parent_1\": 0,\n", - " \"id_0\": jnp.int32(21),\n", - " \"id_1\": jnp.int32(13),\n", - " \"camera_pose\": jnp.eye(4),\n", - " \"root_pose_0\": table_pose,\n", - " \"face_parent_1\": 3,\n", - " \"face_child_1\": 2,\n", - " \"variance\": 0.0001,\n", - " \"outlier_prob\": 0.0001,\n", - " \"contact_params_1\": jax.random.uniform(key, shape=(3,),minval=low, maxval=high)\n", - "}), (\n", - " jnp.arange(2),\n", - " jnp.arange(22),\n", - " jnp.array([-jnp.ones(3)*100.0, jnp.ones(3)*100.0]),\n", - " jnp.array([jnp.array([-0.5, -0.5, -2*jnp.pi]), jnp.array([0.5, 0.5, 2*jnp.pi])]),\n", - " b.RENDERER.model_box_dims, 1.0, intrinsics.fx)\n", - ")\n", - "gt_poses = b.get_poses(trace)\n", - "gt_contact = trace[\"contact_params_1\"]\n", - "print(gt_contact)\n", - "trace = b.update_address(trace, key, \"contact_params_1\", jnp.zeros(3))\n", - "b.viz_trace_rendered_observed(trace)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "9d2e962a-ff6e-4efb-a73b-e72274ab54eb", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[ 0.04285719 -0.11999999 0.19747186]\n", - "CPU times: user 11.2 s, sys: 139 ms, total: 11.3 s\n", - "Wall time: 10.3 s\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "%%time\n", - "path = []\n", - "path.append(trace)\n", - "for c2f_iter in range(len(contact_param_gridding_schedule)):\n", - " trace = c2f_contact_update_jit(trace, key, contact_param_gridding_schedule[c2f_iter])\n", - " path.append(trace)\n", - "print(trace[\"contact_params_1\"])\n", - "b.viz_trace_rendered_observed(trace)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "edafa581-140e-4e5f-98e5-be30014a9026", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 6.77 s, sys: 27.7 ms, total: 6.8 s\n", - "Wall time: 6.43 s\n" - ] - } - ], - "source": [ - "%%time\n", - "contact_param_grid = trace[\"contact_params_1\"] + contact_param_deltas\n", - "weights = jnp.concatenate([\n", - " enumerators[3](trace, key, cp)\n", - " for cp in jnp.array_split(contact_param_grid, 15)\n", - "],axis=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "9c32c9c1-ee91-4234-af5c-8ef1d14f8b79", - "metadata": {}, - "outputs": [], - "source": [ - "key2 = jax.random.split(key, 1)[0]\n", - "normalized_weights = b.utils.normalize_log_scores(weights)\n", - "sampled_indices = jax.random.choice(key2,jnp.arange(normalized_weights.shape[0]), shape=(2000,), p=normalized_weights)\n", - "sampled_contact_params = contact_param_grid[sampled_indices]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "9b426376", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Array([[ 0.03685719, -0.11999999, -0.30518305],\n", - " [ 0.03685719, -0.11999999, -0.30518305],\n", - " [ 0.04285719, -0.11999999, 0.19747186],\n", - " ...,\n", - " [ 0.04285719, -0.11999999, 0.19747186],\n", - " [ 0.04285719, -0.11999999, 0.19747186],\n", - " [ 0.03565719, -0.12119999, -0.4308468 ]], dtype=float32)" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sampled_contact_params" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "680db175-ede1-49fc-99ed-fbde0df6eed5", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure()\n", - "ax = fig.add_subplot(projection='3d')\n", - "ax.xaxis.set_pane_color((1.0, 1.0, 1.0, 0.0))\n", - "ax.yaxis.set_pane_color((1.0, 1.0, 1.0, 0.0))\n", - "ax.zaxis.set_pane_color((1.0, 1.0, 1.0, 0.0))\n", - "# make the grid lines transparent\n", - "ax.xaxis._axinfo[\"grid\"]['color'] = (1,1,1,0)\n", - "ax.yaxis._axinfo[\"grid\"]['color'] = (1,1,1,0)\n", - "ax.zaxis._axinfo[\"grid\"]['color'] = (1,1,1,0)\n", - "u, v = np.mgrid[0:2*np.pi:21j, 0:np.pi:11j]\n", - "x = np.cos(u)*np.sin(v)\n", - "y = np.sin(u)*np.sin(v)\n", - "z = np.cos(v)\n", - "ax.axes.set_xlim3d(-1.1, 1.1) \n", - "ax.axes.set_ylim3d(-1.1, 1.1) \n", - "ax.axes.set_zlim3d(-1.1, 1.1) \n", - "ax.set_aspect(\"equal\")\n", - "ax.plot_wireframe(x, y, z, color=(0.0, 0.0, 0.0, 0.3), linewidths=0.5)\n", - "\n", - "\n", - "ax.axes.set_zticks([])\n", - "ax.axes.set_xticks([])\n", - "ax.axes.set_yticks([])\n", - "\n", - "points = []\n", - "NUM = 1\n", - "offset = jnp.pi/2\n", - "scaling = 0.96\n", - "for i in sampled_contact_params:\n", - " points.append(np.array([np.cos(i[2] + offset) * scaling, np.sin(i[2] + offset) * scaling,0.0]))\n", - "points = np.array(points)\n", - "\n", - "z = 0.1\n", - "for i in np.arange(.1,1.01,.1):\n", - " ax.scatter(points[:,0], points[:,1],points[:,2], s=(40*i*(z*.9+.1))**2, color=(1,0,0,.3/i/10))\n", - "# offset = jnp.pi/2\n", - "# angle = jnp.pi/4 - jnp.pi/4 - jnp.pi/4 - jnp.pi/4\n", - "# for i in np.arange(.1,1.01,.1):\n", - "# ax.scatter(np.cos(angle + offset) * scaling, np.sin(angle + offset), 0.0, s=(40*i*(z*.9+.1))**2, color=(1,0,0,.3))\n", - "\n", - "# plt.tight_layout()\n", - "plt.savefig(\"sphere.pdf\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d8b115fb-b0ee-483c-b05f-0723ba33e1c1", - "metadata": {}, - "outputs": [], - "source": [ - "scaled_up_intrinsics = b.scale_camera_parameters(intrinsics, 4)\n", - "\n", - "b.setup_renderer(scaled_up_intrinsics)\n", - "model_dir = os.path.join(b.utils.get_assets_dir(),\"bop/ycbv/models\")\n", - "meshes = []\n", - "for idx in range(1,22):\n", - " mesh_path = os.path.join(model_dir,\"obj_\" + \"{}\".format(idx).rjust(6, '0') + \".ply\")\n", - " b.RENDERER.add_mesh_from_file(mesh_path, scaling_factor=1.0/1000.0)\n", - "# b.RENDERER.add_mesh_from_file(os.path.join(b.utils.get_assets_dir(), \"sample_objs/cube.obj\"), scaling_factor=1.0/10.0)\n", - "b.RENDERER.add_mesh_from_file(os.path.join(b.utils.get_assets_dir(), \"sample_objs/cube.obj\"), scaling_factor=1.0/1000000000.0)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "07240743-befc-49c9-aafb-f023cc7e2647", - "metadata": {}, - "outputs": [], - "source": [ - "img = b.RENDERER.render(gt_poses, b.get_indices(trace))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "95cd9f45-cf9c-4754-9e16-ef3082eb49e7", - "metadata": {}, - "outputs": [], - "source": [ - "depth = img[...,2]\n", - "minval = jnp.min(depth[depth > jnp.min(depth)])\n", - "maxval = jnp.max(depth[depth < jnp.max(depth)])\n", - "depth = depth.at[depth >= intrinsics.far].set(jnp.nan)\n", - "viz_img = np.array(b.viz.scale_image(b.get_depth_image(\n", - " depth, min=minval, max=maxval\n", - "), 3))\n", - "viz_img[viz_img.sum(-1) == 0,:] = 255.0\n", - "plt.imshow(viz_img)\n", - "plt.xticks([])\n", - "plt.yticks([])\n", - "plt.tight_layout()\n", - "plt.savefig(\"mug.pdf\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5a87686f-4c7e-45f0-8b23-3e4c18330804", - "metadata": {}, - "outputs": [], - "source": [ - "sampled_contact_params" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e435256f-aa92-4cfb-bab6-fec49d7ac73c", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "84cf6740-1010-4863-bd67-cdcc777b134f", - "metadata": {}, - "outputs": [], - "source": [ - "points" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2ebeb455-a37f-4cee-942d-f56e8aea85ae", - "metadata": {}, - "outputs": [], - "source": [ - "jnp.linalg.norm(points,axis=-1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ad4674b8-bd8f-400b-8051-005584d6d209", - "metadata": {}, - "outputs": [], - "source": [ - "points" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "74d1509c-989f-49dc-a5c9-87d73451e725", - "metadata": {}, - "outputs": [], - "source": [ - "\n", - "fig = plt.figure(constrained_layout=True)\n", - "\n", - "observation = trace[\"image\"]\n", - "\n", - "# fig.suptitle(f\"Variance: {variance} Outlier Prob: {outlier_prob}\")\n", - "widths = [1, 1]\n", - "heights = [2]\n", - "spec = fig.add_gridspec(ncols=2, nrows=1, width_ratios=widths,\n", - " height_ratios=heights)\n", - "\n", - "ax = fig.add_subplot(spec[0, 0])\n", - "ax.imshow(jnp.array(b.get_depth_image(observation[...,2],max=1.4)))\n", - "ax.get_xaxis().set_visible(False)\n", - "ax.get_yaxis().set_visible(False)\n", - "ax.set_title(f\"Observation (params {gt_contact[0]:0.2f}, {gt_contact[1]:0.2f} ,{gt_contact[2]:0.2f})\")\n", - "# ax.set_title(f\"Observed Depth\")\n", - "\n", - "\n", - "dist = 0.6\n", - "ax = fig.add_subplot(spec[0, 1])\n", - "ax.quiver(\n", - " sampled_contact_params[:,0],sampled_contact_params[:,1],\n", - " -jnp.sin(sampled_contact_params[:,2]),jnp.cos(sampled_contact_params[:,2]),\n", - " scale=3.0,\n", - " alpha=0.1\n", - " )\n", - "\n", - "ax.quiver(\n", - " gt_contact[0],gt_contact[1],\n", - " -jnp.sin(gt_contact[2]), jnp.cos(gt_contact[2]),\n", - " scale=5.0,\n", - " alpha=0.8,\n", - " color=\"red\"\n", - ")\n", - "\n", - "ax.set_aspect(1.0)\n", - "from matplotlib.patches import Rectangle\n", - "ax.add_patch(Rectangle((gt_contact[0]-width, gt_contact[1]-width), 2*width, 2*width,fill=None))\n", - "\n", - "ax.set_xlim(gt_contact[0]-width-0.02, gt_contact[0]+width+0.02)\n", - "ax.set_ylim(gt_contact[1]-width-0.02, gt_contact[1]+width+0.02)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1446adef-5868-43b5-82cd-799656b4bdd7", - "metadata": { - "jp-MarkdownHeadingCollapsed": true - }, - "outputs": [], - "source": [ - "best_cell_idx = jnp.abs(contact_param_grid - gt_contact).sum(1).argmin()\n", - "print(gt_contact, contact_param_grid[best_cell_idx])\n", - "normalize_log_weights = w1eights - b.logsumexp(weights)\n", - "assert(weights.shape[0] == contact_param_grid.shape[0])\n", - "volume = (width / num_position_grids)**2 * (2*jnp.pi / num_angle_grids)\n", - "log_likelihood = normalize_log_weights[best_cell_idx] - jnp.log(volume)\n", - "print(log_likelihood)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b9704167-f8bb-488a-8e80-972276aaa096", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4cddd083-112f-44a3-a0c9-bff371ec4b99", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {