{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Taufactor Overview\n", "\n", "TauFactor is an open-source, GPU accelerated microstructural analysis tool for extracting metrics from voxel based data, including volume fractions, interfacial areas and effective transport properties." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tortuosity solvers\n", "\n", "The tortuosity factor $\\tau$ is a morphological parameter that defines the reduction in transport arising from constrictions and tortuos pathways.\n", "\n", "The main output of the solve function is a scalar tortuosity $\\tau$ or the spatially resolved $\\tau(x)$. In the following example, `s.tau` is the classical tortuosity factor $\\tau_\\text{c}$, a measure of the reduction in diffusive transport caused by convolution in the geometry of the material. `s.D_eff` is the effective diffusivity resulting from the tortuous nature of the material. The relationship between these values is given by:\n", "\n", "$D_{eff}=D\\frac{\\epsilon}{\\tau_\\text{c}}$\n", "\n", "For more see [Cooper _et al._](https://doi.org/10.1016/j.softx.2016.09.002)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "converged to: [2.0776296] after: 700 iterations in: 10.9197s (0.0156 s/iter)\n", "GPU-RAM currently 339.74 MB (max allocated 540.80 MB; 547.36 MB reserved)\n", "tau = 2.0776, D_eff = 0.2166*D_0\n" ] } ], "source": [ "import taufactor as tau\n", "import tifffile\n", "\n", "# Load segmented image, in this case with\n", "# labels {\"pore\":0, \"NMC\":85, \"CBD\":170}\n", "img = tifffile.imread('electrode.tiff')\n", "s = tau.Solver(img==0)\n", "tau_x = s.solve()\n", "\n", "print(f\"tau = {s.tau[0]:.4f}, D_eff = {s.D_eff[0]:.4f}*D_0\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The iteration limit, convergence criteria and verbosity of the solver can be adjusted. Setting `verbose='per_iter'` logs the output of the solver every 100 steps whilst solving. The option `verbose='plot'` plots the relative flux convergence every 100*`plot_interval` steps. `verbose='None` disables all written output. The `conv_crit` controls the value at which convergence is met." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Iter: 1300, conv error: 9.581E-04, tau: 2.07716 (batch element 0)\n" ] }, { "data": { "image/png": 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lRZMnT9bJkydzPW61/XP0119/WT0ua9WqpVtuucWhbLNmzXLVhie1a9dOTz31lNXbe/Dgwdq+fbvTGM1xcXG69957rd50ffr00f3333/F7e/YsUO33nqrjh8/bs0rWbKkWrRooRIlSighIUH79+/Xtm3bFB8fr4SEBJf1/Pvvv2rZsqX2799vzatWrZqaNm2qwMBA7dy5U5s2bZIk7d27V+3bt9ePP/6oli1bZhvjsWPH1LFjRx0/flxFihRR69atVbp0aZ06dUo///yzzp07J0n63//+pzp16lhj8NkEBgbqP//5jz744ANJ0rx58xQZGZltu/PmzbOm77vvPpdlvvjiC/Xr18/qTR0cHKxmzZqpcuXK8vHx0Z49e7RhwwalpKRo48aNat68ubZs2ZLlOUqSTNNU//799f3338swDDVu3Fh16tSRaZr6888/HXoC7du3T7fccotOnjxpzatXr54aNGggHx8f/fbbb/r999/1/vvvKywsLNvttnn99dc1evRoq9dheHi4mjdvrvLlyys1NVU7duxQVFSUTNPU999/r3bt2mndunUKCQnJst6UlBT16tVLK1asUEBAgFq0aKFq1apZd3C33fz0xx9/1BNPPKF3330307ouXLigTp06OdxsKCQkRC1btlSFChVkmqaOHj2qrVu36vTp00pOTs70bvd5tb2eduHCBd1+++36888/FRISotatW6tChQo6f/68Vq5cafXonD17tm644QY99dRTuW7Ldi49f/68Pv74Y0np5/qM555ixYrlug1PKVGihObMmaPOnTvLNE29/vrruv3223Xrrbc6lR0xYoT1q43q1avrrbfeuuL2t27dqs6dOzv8eqhx48aqV6+ekpKStHHjRu3fv1/jx4/Ps5+ur1+/XhMmTFBycrKKFSumNm3aqHjx4oqOjnb6Obmnz11Xeiza9rVFixZZ13M9evRQuXLlnNqqXbt2rp6fKVOmaMyYMdbjwMBAtW3bVhUrVlRMTIxWrlypM2fOKDU1VW+88Yb++ecfffnll1n2vLSZOHGi/ve//0lK/yVcvXr15O/vr99++02//vqrJOngwYPq0aOHfv31V/n5eT81cDXFeKXXs3l5bblv3z6NGjVK586dU1hYmNq0aaOyZcsqJiamwA6Ld+zYMU2ZMsV6nNnN8nbv3q20tDRJ6T2AGzZsmG3dN998szW9a9cul2Xs59uXz4x9u6mpqdqzZ4/q1auX7XrANSPf0tYAUADl5Jv45ORkhx4Cd999d6Zl77//fodv3l31UklJSTHfeecdMzAw0PrWO7Nv393pNXbo0CHz0UcfNTdt2pRpT7Bz586Zo0ePdogtq15jsusF4a7s1hk0aJC1fPTo0dnW98QTT1jl7Xvx2nvuueesMqVLlza/+uorl70/Pv/8c4feQAsXLnR7uzKTsbdjVvKr57FpmmZSUpIZGRlplevUqZPTczRs2DBrecWKFT3S6/HcuXNmjRo1rHqLFy9uzp8/3+Xrc+HCBXPevHmZ9tDr3LmzVU9oaKi5YMECpzJbtmxx6O1XoUKFTHvw2B9XtuPwqaeeMi9evOhQ7vTp02aHDh2sslWrVnUZ/+rVq60ypUqVyrJHmWma5h9//OGwPRcuXHAq8+eff5rBwcGmJNMwDPPJJ590uT379+83W7VqZdXXuXNnl23a98Sy9dyrV6+euX37dqeytl44aWlpZps2baz1ihUrZv74449O5VesWGGWLFnSNAzDofd6Zvvk8uXLrd5HAQEB5ssvv+z03JumaW7bts3h1wcPPfSQy/rsj0Xb69m5c2en3ozJycnmk08+aZU1DCPLXqm9e/d26J00ceJEl69Vamqq+fPPP5vdu3d3eex4entzIqc9j23P34ABA8zTp087lLt48aLZt29fq2yhQoVcPh85ldNzX370PLYZNWqUVa5MmTLmyZMnHZbPnz/f4Thz95cIWUlMTHT4ZUSFChVcXjPMnTvXDAwMdDgGs3oPz2nPYz8/P9MwDPOFF14wk5KSHMrZ99zz9LnLND13LOakF3FO1lm3bp3Dr806d+5snjhxwqFMQkKCOWbMGIfXZurUqS7rsz8mAgICTMMwzGrVqpmbNm1yKvv555+b/v7+VnlP/Goopz2Pr9YYTTN317Oevra0P7/Y3n9HjBhhnj9/3qFcUlLSFf+iI6O86nl88eJFc8eOHeaUKVPMkiVLWm3Url0701/g2P8KsVSpUm61s2PHDofXMDo62mH5v//+67B8165dbtVbokQJa53PP//crXWAawXJYwDIgZxcTL3wwgsOFyaZDfuwZs0aq0y1atWcPlRmZJ/wuP32212WcfcDrbsefPBBq74ffvgh03K5udjObp2ff/7ZWl62bNksL5BTU1Mdfp67fPlypzIHDx60PqwVLVrU3LdvX5bx2bdfu3btKxq+wjQLTvLYNE1z7969ZqFChayy06ZNs5Z9/fXX1nwfHx9zzZo1brWdnWeeecaqt3DhwuZff/2Vq3rsXzdJ5vfff59p2YMHDzp8kLP9hDsj++NKkvn0009nWueJEyfM0NBQq+zGjRudyqSlpTm8Fq4SrPaeeuopq2z//v1dlrFPWtu/Xq5cuHDBIenoKsaMP+MtXbp0tueopUuXOuwba9euzbTsli1bnIbqyeynwPZfKnz99ddZxnD8+HGzVKlSppT+U/TDhw87lbE/FiWZrVu3NpOTk13Wl5aW5vBlyssvv+yy3P/93/851OnqCwt35MX25kROk8eSzL59+2ZaX3x8vMOXqZ999tkVxWeaBSt5nJCQYNavX98q2717d4ftsD//TJo0Kdt23TFz5kyrzqCgoCyTI59++qnDa5nVe3hOk8eSzBdffDHbeD197vLUsZhxezyZPLb/kq1FixZmYmJipvU99thjVtnw8HCXiTb7Y0JK/+Lu6NGjmdZp/6VYZteTOZHT5PHVGqNp5vx6Ni+uLTNecwwdOtStWDzBU8njX375xenckvGvS5cuWQ678c4771hl69ev71a7p0+fdmgj47Xkzp07HZafOXPGrXrr1atnrfPee++5tQ5wreCGeQDgQbGxsfrll19077336rnnnrPmP/744y5/pipJ06ZNs6anTp2q4sWLZ9nGwIEDVatWLUnpNwGzDT2Rl+xv8rZ8+fI8b89eu3btVL58eUnpP3FbuXJlpmV//vln66el5cqVU/v27Z3KvPnmm9bPUp9//nlVq1Yty/bbt2+v2267TVL6T9yyuhv0tSbjT6effvpp/f777zp69KiGDh3qML9169ZX3F5iYqLDT0VffvnlHN1Mzt77779vTd95551Z3jixcuXKDkPAvPfee9nejKlEiRJ6/vnnM11eqlQphzY3b97sVMYwDPXr1896/Omnn2Zan2mamj9/vvW4f//+TmV+//1368ZpDRs21KhRo7LchtDQUIfzlP2QGJl5/vnnsz1HzZo1y5ru06dPlsOANG7c2K2hTr777jvt3btXUvrPxnv27Jll+dKlS1vbn5ycrM8//zzbNt54441MfxKd8WaXrl5PKf0cbtO7d2/16dMn23Zd8cb2elJAQIDDe1lGQUFB6tu3r/U4s+fvWhUYGKgFCxYoODhYkvTNN9/ovffeU2pqqvr3728Nc9OmTRv997//9UibH374oTX96KOPWtcNrvTr189pSCpPKVu2bLbDlOTFuctTx2Je2bVrl8NwAzNmzFBAQECm5SdPnmyde2NjYx3eDzIzbtw4lS1bNtPlgwcPtqa3bNniTtgeVxBidEdeX1sGBQXp1Vdf9UywV4mIiAgtWLBAS5YsyfTmmZIcht2xnUOzk7Fcxht/Z3ycm3qzupk4cC0ieQwAuTRx4kSnOy8XLlxYbdq00YIFCySlj7n48ssvZ/qhOiUlRf/3f/8nKX3stDvuuMOttm1JUdM0HcZJzq3k5GStXbtWb7/9tp577jmNGjVKjzzyiPVnn9D77bffrri9nDAMQ/fee6/1OKsEl/2yvn37ysfH+W3uhx9+sKbt682K/V2b165d69Y614pBgwbpnnvukZSe3L333nt133336cyZM5KkJk2aaMKECR5pa+PGjdYdw8PCwhzubJ1T9l8y2H/4zMygQYOs/eX48ePavXt3luW7deumoKCgLMvYj4+X2V3Z7ZPAixcvVlxcnMtya9as0eHDhyWlJwo7duzoVMZ+3+7bt69bY2LmdN/OOHazK6tXr7amXSW5M3KnTF4ft1WrVs12zMPsXs/ExEStWrXKevzoo4+6FacrBe081apVK5UuXTrLMu4cD9eyOnXqOCQ0n3jiCQ0bNsx6Dy9SpIg++eQTl+9bOXX+/HlFRUVZj935guZKzrdZufvuu7Mdp9bT5y5PHot5xf49qkGDBtmO4xoaGurwBUxWX6Tb/Oc//8lyea1ataxk2OnTp3X+/Pls6/S0ghCjO/L6nN2pU6c8G5c8L5UtW1YjRozQiBEj9PDDD+u+++5TkyZN5Ofnp5iYGPXt21cdOnTQnj17Mq3D/r4WWX3BYi8wMNDhcXx8fKZ15rbejHUC1zpumAcAecTX11evvPKKhgwZkmmZ7du36+LFi5Ikf39/jRw50q267Xtf2BJKuREfH6/Jkyfrvffe06lTp9xax91yntS/f3+rx8VXX32ld955xylxFx8fr6+//tp67OpmYqdPn7YuUAMCAjRx4kS32rfdgE+6sue7oHr//fe1YcMGHT58WDt37rSej0KFCmn+/Pkeu4HNxo0brelmzZq53RMko6NHj1o36JLkVo+6EiVKqGbNmvrrr78kSb/++muWPfXcuUmK/Q27YmNjXZapXbu2br75Zv3666+6cOGCFi9e7PKDp32v5L59+8rX19epjP1NoVauXKm///472xjte1hnt29XqVJFRYsWzbLM0aNHHW6S17Rp02xjiIyMlGEYWfb2tt+2r776yiFBnRlbb04p+23zxOv522+/WR9IQ0JC3Nr2zOT19nqap46Ha91DDz2kpUuX6rvvvlN8fLxmz55tLXvvvfdUsWJFj7Szfft26wZTYWFhqlu3brbrNG/e3CNtZ9SoUaNsy3j63OXJYzGv2Pc0dbfXd8uWLTV9+nRJsm4ml5nChQurQoUKWZYxDEMRERFWEiw2NjZHNzC9UgUhRnd449rSnePoalS1alXNmDHDaf6xY8f0zDPPaM6cOVq5cqWaNWumVatWqX79+k5l7a/3bTdozk5iYqLD44zXkxk/QyQlJWXbISBjvbm9RgUKKpLHAJBLkZGRatKkifX4woUL+ueff7R+/XolJiYqNTVVQ4cO1YEDBzRp0iSXddiGWJDSLz7te/i6KyYmJufBX1qvQ4cOOe5JnB+9PurVq6f69etr+/btio2N1XfffefUW+W7776zEhK28hkdP37cmk5KSvLq812QFSlSRJ9++qnat29vJSQkafr06dn+NDMn/v33X2u6atWqua7HPnkZHBysEiVKuLVe5cqVreRxdl+SFC5cONv6/P39renk5ORMy/Xv399KBMybN88peZyYmKgvv/zSobwr9ueTpUuXZhtfRtnt2+48j/bPfUhISLbJZik9uVW4cGGr17kr9tu2cOHCbOvMKLtt88Trab//VqhQ4Yq+VMnr7fU0Tx4P17qPPvpI9evXd3g/GjBggFu9+t1lfxxWqFDBrZ68nkpcZ+TOecPT5y5PHot5xf41qlSpklvrVK5c2Zr2xHuUlL/HZUGI0R3euLZ09zqmoChbtqxmz56t8PBwvfXWW4qJiVGfPn30xx9/OH05XqhQIWva3d6+GcvZ1+HqcXx8vFvJY/t6M9YBXOsYtgIAcqlLly6aMWOG9Tdnzhz9/PPPOnTokMNPCydPnpzp+JP2PcVyKyUlJVfrjRgxwkocBwQEaOjQofrmm2+0Z88enT9/XikpKTLTb6yqgwcPWuvZJw+9yb4nsauxYe3nuep1LOXv813QFS1a1OEDXFBQkDVen6fYfzFxJRfl9uPQhYaGur2efdnsviRxJxnjLvuexMuWLXNIKkjSkiVLrMRqnTp1Mh1e4Ur3b9t4jZlxp5eN/XMfEhLidtvZvd5Xum3ZHbeeeD09tf9Keb+9nubJ4+FaFxIS4tRzskePHh5tIzfHYU7OlTnhznnD0+cuTx6LeSU371P59R6VVwpCjO7wxrXltdrL9aWXXlJ4eLik9LGfXX15ZP+rFfsvhrJy4sQJh8cZv8i2rzO39brz5ThwLSF5DAAeVrp0aX366acOibWHHnrIZa8C+w8C9evXt5K1OfnLzXizR48e1WeffSZJ8vHx0Y8//qgPPvhAd955p2rUqKFChQo5fPN/NYwxd++991pjQS5dutQac1dK77X9448/SkrfnszGm7N/vsPDw3P1fM+ZMyfvNtJLcvoFgG2sY/uf6yUkJGjgwIHZ3lguJ+wTKldyIxL7ZIFtWBh32Jf15s9i7ccwTklJceppaj+Wd1bjA9vv319//XWu9u8rZf/cZzZ+syvZvU722/brr7/meLu8Mcaup/ZfqWBsL3L3ZeqoUaOcxvd8+OGHPTokVG6Ow5ycKz3N0+cuTx6LeSU371P59R6FrHFtmXshISEOw7a4uo+L/Y2To6OjncYrduWff/6xposWLerUc7tkyZION+lzZ6ichIQEhy/3sxraDLgWkTwGgDzg4+OjDz/80LqgPHPmjCZPnuxUrlSpUtZ0xm/J89LPP/9sfdjq3LmzdQO+zLhzUZXXypYta8WZnJzs0Jv7888/t37K2L59e5UrV85lHfbPd2xsbI6SW1cr+97A7vY2zGkvmbFjx+qPP/6QlP462D60Llu2TG+88UaO6sqK/etj39s9p+w/JMTHx7udlLFPuNnuau8t9klh+170Z8+e1ZIlSySl99Lq169fpnXk1/nEnv3zFhcX59bwCRcuXMhyyArp6ti27NjHePjw4Svq/VsQtvdalNPzaU7PpYsXL9YHH3wgKf2+CNWrV5eU/rP3oUOH5qiurNifA48cOeLWF0P5OZ6/p/d3Tx6LecX+NbJPdGUlP9+jkLlr8drSm+xvBHj69Gmn5TfccIPVecQ0TbeG27MfE7x27douy9jPtx+D3J06fX19VbNmzWzXAa4lJI8BII+UL19eo0aNsh7PmDHD6UNRgwYNrDv3RkdHa9++fV6JzX58QXdudLRmzZq8DMdt9gk2+96Y7vbMLFOmjMPNWdavX+/hCL3P9nM/KX3MvOySBP/880+Oblb1008/WTfo8fHx0aeffqq33nrLWv70009r+/btOYzatWbNmlnTGzZsyPWdrMuVK6eSJUtaj915nU+dOuXQGzCzoSHySs+ePa0vmzZt2qT9+/dLkr788kurx3ebNm2yHJfU/qZQrnrveEP58uUdkhqbNm3Kdp2oqKhs99urYduy06BBA2vMxLi4OLe2PTMFYXuvRfbnU1dJjIxsX6q549ixYw4J4ueee07ffvut9XP0b775Ru+//34Oos1c/fr1rWRLbGysw425MmN/0zpv8/T+7sljUcqb4RUaNmxoTbt7LWJfztvvUcjctXht6U32Y0a7GgoiKCjI4fpw1apV2dZpf5PZDh06uCxj33Emp3W2aNHC+vwGXC9IHgNAHho9erTVSzMhIUGvvvqqw/Lg4GCHi5p33nnHK3HZPlRK2f+kNS4uTh9//LFb9drfbCIvbmrSq1cv64P2unXrdOjQIR08eNC6UA8ODlavXr2yrOOOO+6wpr31fOelsLAw62I7Li7O6efQGWU2/rYrJ0+edBia4sknn1T79u01cOBA64aFiYmJ6tu3r1s/I8xOs2bNrB4o58+fd3u/c8X+Q4E7PwedM2eO9RP0smXLOvxM0htCQ0Mdxj219T6274Wc1RcjkuO+/fXXX7s9hp+ntW3b1pq2/2InM67GMM/Ifts++ugjj+xvnhYYGOiw37m6w7y7CsL2Xovsb0iWXe+2qKgot38hYZqmBgwYYCWkW7RooWeffVa1a9fWlClTrHJPPPGEddPOKxEWFqbGjRtbjz/55JNs17mS8+2V8vS5y5PHopQ31zb2137btm3L9kvYuLg4a7ixjOvD83L6ml9r15becvr0aYcvrjLrJWx/fZTdNd3hw4e1YsUKl+tmVufy5ct15MiRLOu1b9fT49QDBQHJYwDIQxEREXr00Uetx++//77TzbCeeuopa3r69Olavny52/Xn9uedVatWtaZ/+OGHLG+UNXr0aLc/yNnfgOLo0aO5ii0rYWFh6t69u6T0D+Pz58/X/PnzreRm9+7dsx0HcPTo0dZ4zosWLcrROHNX68/H7XttZbU9R44c0UsvveR2vYMHD7a2+eabb9aLL75oLXv//fdVvnx5SdLOnTv15JNP5jBqZ4GBgXr44Yetx0899ZR2796dq7qGDx9uTS9atEg//fRTpmX//vtvTZo0yWHd/LiRj/2NHufNm6fDhw9bvf6DgoKshH1mmjRponbt2klKH67jvvvuU1JSklttJyUluTXEhDsGDx5sTc+fP18bN27MtOyvv/6quXPnZltnr169HH7i//DDD7s9RvOFCxe8Np7rE088YU1/9tlnDsmenCgo23utsT+XZrVfpqSkaOTIkW7XO3XqVOu9PTw8XJ9++qn1PvTwww9biae4uDj169fP7eM2K/a9nN96660sv1j87LPPtHbt2ituM7fy4tzlqWNRyptrm1q1aqlNmzbW40ceeSTLJOWzzz6r6OhoSen7UGb3doBn5PQ1vxavLXPD/n4k2UlLS9Mjjzxi/boqMDDQIQlvb8CAAdavs3bv3q0PP/ww03qfeuop63NN8+bNM+2lHxkZqcjISEnpN93873//m2mdM2fOtM6hYWFhuv/++7PZOuDaQ/IYAPLYE088Yd0YJS4uTlOnTnVY3rZtWw0YMEBS+gfSrl276qWXXsr0Ji8JCQlavHixunfvrjvvvDNXMXXo0MG6A/u+ffs0YMAApzFHY2Nj9cADD+i9995z+07gN954ozX9xRdf5Cq27GQcG9bdIStsqlWrpmeffdZ6PHjwYD355JOZjoubkpKiZcuW6b777nP4menVxP5D5LRp0/TVV185ldm4caPatm2rmJgYBQQEZFvnO++8o++//15S+g1N5s+f7zAeaEREhD755BOrF/vbb7+tH3744Uo3RWPHjlW1atUkpY8n2qpVK3322WcuE2dxcXFasGCBQ7LSpn379urcubP1+O6773a5T27dulUdO3a09v8KFSroscceu+LtyI2OHTuqdOnSkqS9e/fq8ccft7b7jjvuUOHChbOtY/r06db55v/+7//Upk2bLH+yvWfPHr3wwguqXLmyx4ZH6Ny5s1q1aiUp/cNht27dXH4ptmrVKnXp0kWpqanZ7pO+vr569913rQ/ns2fPVteuXbVr165M1/ntt9/01FNPqUKFClc0hnZOdOzY0SHJ379/f/3vf/9z+QuPtLQ0rVy5Uj179nQaO7egbO+1pnfv3tY5bcOGDfrvf//r9OXqkSNHdMcdd2j9+vVu/Wz5t99+0zPPPGM9njFjhqpUqeJQ5qOPPrLGTf31118d3qNy6/7777d+QREfH69bb73V5blg3rx5GjRokFvvC3nJ0+cuTx2LkuO1zZdffumxG8W+9NJL1jH+yy+/qFevXlaC2CYpKUlPP/20Xn/9dWve+PHjHW64B8/L6fXstXhtmRsff/yxIiMj9fHHH2c5RNr27dvVpUsXhy91xowZ45C0t1eyZEmHL4Qee+wxp1/SJScn67///a8WLFhgzcuuw4T98nnz5um///2v05c4n3/+ucMwhE8++SRjjuO65JffAQDAta5YsWIaMWKEXnnlFUnpSbaxY8c6jOv1/vvv6/jx41q2bJmSkpI0btw4vfjii2ratKkqVqyowMBAnT17Vvv379eff/5pfUvfqFGjXMUUERGhJ598Uv/73/8kpV8wLV26VE2bNlW5cuV0/PhxrVq1ShcvXpSfn5/eeecdK8GdlV69elk9PJ9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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "converged to: [2.0771587] after: 1300 iterations in: 21.3182s (0.0164 s/iter)\n", "GPU-RAM currently 339.74 MB (max allocated 540.80 MB; 685.77 MB reserved)\n" ] } ], "source": [ "s = tau.Solver(img==0)\n", "tau_x = s.solve(verbose='plot', plot_interval=1, conv_crit=1e-3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, the direction of transport is the first index of the loaded image. If a different direction is required, the image must be permuted before solving. To visualise this and give guidance, the utility function `flux_direction` can be used." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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169fHvn37ULt2bRgaGsLR0RGOjo5S623UqBECAgKwceNGpKSkwMvLC7dv38b27dvRtWtXtGrV6pv2l0Tnzp3RqlUrTJ8+HVFRUWjUqBHOnz+PY8eOYdy4cVxncUVp164datasiSFDhmDy5MlQUlLC1q1bYWxszOs0zM7ORkBAAOzt7bFgwQIAwJw5c3DixAkMGjQIjx8/hpaWltzrHTp0KJKTk9G6dWtYWFggOjoaa9asQePGjXkj0cubs7MzLly4gBUrVsDc3Bw2NjZwdXXF/PnzERISgubNm2PkyJFQVlbGhg0bkJOTg6VLl5a4TEWOq+J4eXlh+PDhWLRoESIiItCuXTuoqKjg9evXOHDgAFavXo0ePXqUuAx1dXWcPXsWAQEBcHV1xZkzZ3Dq1ClMmzaNC/Ph6+uLFStWoEOHDujbty/i4+Pxzz//wM7ODo8ePeLtp+7du2PVqlVISkqCm5sbrly5wo20LjwaXN5zFCiIwe3l5cWFeiGEEEIIITIwQgghhBAiU1BQEAPA/VNVVWWmpqbM29ubrV69mn39+lXqO4GBgaxoEwsAGzVqlMx1xMXFsVGjRjFLS0umoqLCTE1NWZs2bdjGjRt5+TIzM9n06dOZjY0Nl69Hjx7s7du3XJ4bN24wZ2dnpqqqygCwwMDAYsuUl5fH5syZwy3P0tKSTZ06lWVnZ/PyWVlZMV9fX6lye3l5MS8vr2L3nURaWhobP348Mzc3ZyoqKsze3p799ddfTCwWSy3PwcGh1OUxxlhAQADT0tKSSreysmIBAQG8tHv37jFXV1emqqrKatasyVasWMH9rpGRkYwxxsaPH8+UlJRYeHg477t3795lysrKbMSIEaWWx8rKivv74MGDrF27dszExIRb7/Dhw1lsbGyp21b4d2Psf79dQkICL1/RbWCMsRcvXrAWLVowDQ0NBoC3L+7fv8/at2/PtLW1maamJmvVqhW7ceNGqeVhrPjjqrjfQdbxxhhjGzduZM7OzkxDQ4Pp6OiwBg0asD/++IN9+vSpxPVL1vP27VvWrl07pqmpyapXr84CAwOZSCTi5d2yZQuzt7dnampqrG7duiwoKEhmeTIyMtioUaOYoaEh09bWZl27dmUvX75kANjixYt5eeU9RwHIdU4QQgghhPx/JmCsis88QwghhBBCCPl/a+DAgTh48CDS09MrdD0RERFwcnLCzp07yxR6hxBCCCGElI5iRhNCCCGEEEL+X8nKypJKW7VqFYRCIVq0aFEJJSKEEEII+f+BYkYTQgghhBBC/l9ZunQp7t27h1atWkFZWRlnzpzBmTNnMGzYMFhaWlZ28QghhBBC/rOoM5oQQgghhBDy/4q7uztCQkIwb948pKeno2bNmpg9ezamT59e2UUjhBBCCPlPo5jRhBBCCCGEEEIIIYQQQiocxYwmhBBCCCGEEEIIIYQQUuGoM5oQQgghhBBCCCGEEEJIhaPOaEIIIYQoZPbs2RAIBEhMTKzsoqBly5ZwdHSs7GIQUumsra3RqVOnyi5Gpbh8+TIEAgEOHjxY4euKi4tDjx49YGRkBIFAgFWrVnHrv3z5coWvXx5RUVEQCATYtm0blya5blclVbFMhBBCCKl41BlNCCGEVAGldfA6OjqiZcuW37VMCxcuxNGjR7/rOknFunHjBmbPno2UlJTKLsp/0rp163gdgKR87d69G6tWrarUMowfPx7nzp3D1KlTERwcjA4dOlRqeaq6zMxMzJ49u8p01BNCCCGk8lFnNCGEEEJkos7o/54bN25gzpw51BldQagzumJVhc7oS5cuoUuXLpg0aRL69euHunXrVmp55DVjxgxkZWV99/VmZmZizpw5MjujK6tMhBBCCKlc1BlNCCGEEEKkiMViZGdnV3YxCKlS4uPjoa+vX9nFUJiysjLU1dVLzPO9z3l5ykQIIYSQ/x7qjCaEEEJ+UGvWrIGDgwM0NTVhYGCApk2bYvfu3bw8Hz9+xODBg1G9enWoqanBwcEBW7duLXXZAoEAGRkZ2L59OwQCAQQCAQYOHMjLk5KSgoEDB0JfXx96enoYNGgQMjMzpZa1c+dOODs7Q0NDA4aGhujTpw8+fPhQahnS0tIwbtw4WFtbQ01NDSYmJvD29sb9+/el8j579gytWrWCpqYmatSogaVLl0rliY+Px5AhQ1C9enWoq6ujUaNG2L59Oy9PkyZN4O/vz0tr0KABBAIBHj16xKXt27cPAoEAz58/B/C/MCtv3ryRa58UJYl9Xdp2SGLT7tu3D9OmTYOpqSm0tLTg5+dX6j6dPXs2Jk+eDACwsbHhfteoqCgABb/56NGjsWvXLjg4OEBNTQ1nz54FACxbtgzu7u4wMjKChoYGnJ2dZcbnlSzj6NGjcHR05I45yXIk5PltJfvk3r17cHd3h4aGBmxsbPDvv/9KrVee3xYA9u7dC2dnZ+jo6EBXVxcNGjTA6tWreXlSUlIwbtw4WFpaQk1NDXZ2dliyZAnEYnGJ+9fa2hpPnz7FlStXuH1bOLTOu3fv0LNnTxgaGkJTUxNubm44depUicssbOfOnXBxceHO9xYtWuD8+fNS+a5duwYXFxeoq6ujVq1a2LFjB+/z5ORkTJo0CQ0aNIC2tjZ0dXXRsWNHPHz4kJdPcqzt378fCxYsgIWFBdTV1dGmTRu8efNGar3//PMPatWqBQ0NDbi4uCAsLAwtW7aUCi+Uk5ODwMBA2NnZQU1NDZaWlvjjjz+Qk5NT4va3bNkSp06dQnR0NLd/ra2teXnEYrFcZQ0PD0eHDh2gp6cHTU1NeHl54fr16yWuf9u2bRAIBGCM4Z9//uHKUBxra2upa6ZkOwrvk4CAAKirq3PXEon27dvDwMAAnz59KrFckuuwnp4e9PX1ERAQIPPNB1nxmUs65+WtO7KzszF79mzUrl0b6urqMDMzg7+/P96+fYuoqCgYGxsDAObMmcPts9mzZxdbpvz8fMybNw+2trZQU1ODtbU1pk2bJnV8SGKkl3a8E0IIIaTqUa7sAhBCCCFEcZs2bcLYsWPRo0cP/P7778jOzsajR48QHh6Ovn37AiiYaMvNzY3rcDA2NsaZM2cwZMgQfP36FePGjSt2+cHBwRg6dChcXFwwbNgwAICtrS0vT69evWBjY4NFixbh/v372Lx5M0xMTLBkyRIuz4IFCzBz5kz06tULQ4cORUJCAtasWYMWLVrgwYMHJY4w/O2333Dw4EGMHj0a9evXR1JSEq5du4bnz5+jSZMmXL4vX76gQ4cO8Pf3R69evXDw4EFMmTIFDRo0QMeOHQEAWVlZaNmyJd68eYPRo0fDxsYGBw4cwMCBA5GSkoLff/8dAODp6Yk9e/Zwy05OTsbTp08hFAoRFhaGhg0bAgDCwsJgbGyMevXqKbxPiiPPdhTerwKBAFOmTEF8fDxWrVqFtm3bIiIiAhoaGjKX7+/vj1evXmHPnj1YuXIlqlWrBgBcZxFQEIJg//79GD16NKpVq8Z19q1evRp+fn745ZdfkJubi71796Jnz544efIkfH19eeu5du0aDh8+jJEjR0JHRwd///03unfvjvfv38PIyEjh39bHxwe9evXCzz//jP3792PEiBFQVVXF4MGDFfptQ0JC8PPPP6NNmzbc7/H8+XNcv36dy5OZmQkvLy98/PgRw4cPR82aNXHjxg1MnToVsbGxJYaIWLVqFcaMGQNtbW1Mnz4dAFC9enUABeeiu7s7MjMzMXbsWBgZGWH79u3w8/PDwYMH0a1bt2KXCxR05M2ePRvu7u6YO3cuVFVVER4ejkuXLqFdu3Zcvjdv3qBHjx4YMmQIAgICsHXrVgwcOBDOzs5wcHAAUNApfvToUfTs2RM2NjaIi4vDhg0b4OXlhWfPnsHc3Jy37sWLF0MoFGLSpElITU3F0qVL8csvvyA8PJzLs379eowePRqenp4YP348oqKi0LVrVxgYGMDCwoLLJxaL4efnh2vXrmHYsGGoV68eHj9+jJUrV+LVq1clhgWaPn06UlNTERMTg5UrVwIAtLW1FS7rpUuX0LFjRzg7OyMwMBBCoRBBQUFo3bo1wsLC4OLiInP9LVq0QHBwMPr37w9vb28MGDCgxN9MXqtXr8alS5cQEBCAmzdvQklJCRs2bMD58+cRHBws9XsUxhhDly5dcO3aNfz222+oV68ejhw5goCAALnXL+ucl7fuEIlE6NSpEy5evIg+ffrg999/R1paGkJCQvDkyRO0bdsW69evx4gRI9CtWzfuQZ/kOirL0KFDsX37dvTo0QMTJ05EeHg4Fi1ahOfPn+PIkSO8vPIc74QQQgipghghhBBCKl1gYCADwBISEmR+7uDgwLy8vLi/u3TpwhwcHEpc5pAhQ5iZmRlLTEzkpffp04fp6emxzMzMEr+vpaXFAgICii3r4MGDeendunVjRkZG3N9RUVFMSUmJLViwgJfv8ePHTFlZWSq9KD09PTZq1KgS83h5eTEAbMeOHVxaTk4OMzU1Zd27d+fSVq1axQCwnTt3cmm5ubmsWbNmTFtbm339+pUxxtiBAwcYAPbs2TPGGGPHjx9nampqzM/Pj/Xu3Zv7bsOGDVm3bt0U3iffuh2hoaEMAKtRowZXZsYY279/PwPAVq9eXeJ6/vrrLwaARUZGSn0GgAmFQvb06VOpz4oeK7m5uczR0ZG1bt1aahmqqqrszZs3XNrDhw8ZALZmzRouTZHfdvny5VxaTk4Oa9y4MTMxMWG5ubmMMfl/299//53p6uqy/Pz8Ytc5b948pqWlxV69esVL//PPP5mSkhJ7//59iWUuep5KjBs3jgFgYWFhXFpaWhqzsbFh1tbWTCQSFbvM169fM6FQyLp16yaVTywWc/9vZWXFALCrV69yafHx8UxNTY1NnDiRS8vOzpZaTmRkJFNTU2Nz587l0iTHWr169VhOTg6Xvnr1agaAPX78mDFW8JsYGRmxn376ieXl5XH5tm3bxgDw9kdwcDATCoW8/cAYY//++y8DwK5fv17sfmCMMV9fX2ZlZSWVLm9ZxWIxs7e3Z+3bt+ftu8zMTGZjY8O8vb1LXD9jBcd40WNXsv7Q0FAuzcrKSub108vLS+oYOXfuHAPA5s+fz969e8e0tbVZ165dSy3L0aNHGQC2dOlSLi0/P595enoyACwoKIhLl1yjim6LrHNe3rpj69atDABbsWKFVNkk+zchIYEBYIGBgVJ5ipYpIiKCAWBDhw7l5Zs0aRIDwC5dusSlyXu8E0IIIaTqoTAdhBBCyA9IX18fMTExuHPnjszPGWM4dOgQOnfuDMYYEhMTuX/t27dHamqqzHAXivjtt994f3t6eiIpKQlfv34FABw+fBhisRi9evXird/U1BT29vYIDQ0tdRvDw8NLfU1dW1sb/fr14/5WVVWFi4sL3r17x6WdPn0apqam+Pnnn7k0FRUVjB07Funp6bhy5Qq3DQBw9epVAAUjoH/66Sd4e3sjLCwMQMFr8U+ePOHyKrJPvnU7JAYMGAAdHR3u7x49esDMzAynT58udT0l8fLyQv369aXSC4+2/vLlC1JTU+Hp6SnzGGrbti1vFH3Dhg2hq6vL2w55f1tlZWUMHz6c+1tVVRXDhw9HfHw87t27B0D+31ZfXx8ZGRkICQkpdn0HDhyAp6cnDAwMeMds27ZtIRKJuONCUadPn4aLiwuaN2/OpWlra2PYsGGIiorCs2fPiv3u0aNHIRaLMWvWLAiF/KZ70RAH9evX5x2XxsbGqFOnDm/fq6mpccsRiURISkqCtrY26tSpI/P3HDRoEFRVVbm/JcuXLPPu3btISkrCr7/+CmXl/710+csvv8DAwIC3rAMHDqBevXqoW7cub/+2bt0aAEq9JpSmtLJGRETg9evX6Nu3L5KSkrj1Z2RkoE2bNrh69Wqp4VgqQrt27TB8+HDMnTsX/v7+UFdXx4YNG0r93unTp6GsrIwRI0ZwaUpKShgzZozc6y56zitSdxw6dAjVqlWTub6SQpiUtD0AMGHCBF76xIkTAUAqrI08xzshhBBCqh7qjCaEEEJ+EIVv7qdMmQJtbW24uLjA3t4eo0aN4sU8TUhIQEpKCjZu3AhjY2Pev0GDBgEoiLP7LWrWrMn7W9Lx9OXLFwDA69evwRiDvb29VBmeP39e6vqXLl2KJ0+ewNLSEi4uLpg9e7bMTgYLCwupjg8DAwOuHAAQHR0Ne3t7qc48SZiN6OhoAAVhFezt7bmO57CwMHh6eqJFixb49OkT3r17h+vXr0MsFsvsjC5tn5REnu2QsLe35/0tEAhgZ2fHxX8uKxsbG5npJ0+ehJubG9TV1WFoaAhjY2OsX78eqampUnmL7gNAejvk/W3Nzc2hpaXFS6tduzYAcNsq7287cuRI1K5dGx07doSFhQUGDx4sFcv69evXOHv2rNTx2rZtWwBlP2eio6NRp04dqfSiZZTl7du3EAqFMh8SFCXPvheLxVi5ciXs7e2hpqaGatWqwdjYGI8ePZLr9yx6TEvKbmdnx8unrKwsFdP59evXePr0qdT+lfym3+OaBBTEaS5ahs2bNyMnJ0fmPvgeli1bBkNDQ0RERODvv/+GiYlJqd+Jjo6GmZmZVLgSWcdacYqe84rUHW/fvkWdOnV4DyG+RXR0NIRCodSxZGpqCn19fanzRJ7jnRBCCCFVD8WMJoQQQqoAdXV1AAXxb2XJzMzk8gAFnVgvX77EyZMncfbsWRw6dAjr1q3DrFmzMGfOHG50X79+/YqNH1pS3E55KCkpyUxnjAEo6PQSCAQ4c+aMzLxFO1CK6tWrFzw9PXHkyBGcP38ef/31F5YsWYLDhw/zYiiXVg5FNW/eHBcvXkRWVhbu3buHWbNmwdHREfr6+ggLC8Pz58+hra0NJycnqe9+S1nKezvKQla86bCwMPj5+aFFixZYt24dzMzMoKKigqCgIKkJMwH5tkPe37Y8mZiYICIiAufOncOZM2dw5swZBAUFYcCAAdxkh2KxGN7e3vjjjz9kLkPSaVpVybPvFy5ciJkzZ2Lw4MGYN28eDA0NIRQKMW7cOJmjgsvzuBSLxWjQoAFWrFgh83NLS0uFl1mYPNckAPjrr7/QuHFjmXlLuy7Jq7iRwSKRSGY5Hzx4wHXyPn78mDfSvyIVPee/R91RGnlHVVeFayYhhBBCFEed0YQQQkgVYGVlBQB4+fKlVIdMZmYmPnz4wJuoDAC0tLTQu3dv9O7dG7m5ufD398eCBQswdepUGBsbQ0dHByKRiBvVqaiyvGZdmK2tLRhjsLGxKXMnnpmZGUaOHImRI0ciPj4eTZo0wYIFCxTusLSyssKjR48gFot5I2hfvHjBfS7h6emJoKAg7N27FyKRCO7u7hAKhWjevDnXGe3u7l5sR8j3IBnhKcEYw5s3b0rtJCrLb3ro0CGoq6vj3LlzUFNT49KDgoIUXlZh8vy2nz59QkZGBm909KtXrwCAG3WryG+rqqqKzp07o3PnzhCLxRg5ciQ2bNiAmTNnws7ODra2tkhPTy/3c8bKygovX76USpdVxqJsbW0hFovx7NmzYjtQFXHw4EG0atUKW7Zs4aWnpKRwk1oqQlL2N2/eoFWrVlx6fn4+oqKieMekra0tHj58iDZt2pTpWCyPaxIA6Orqlvk3lpeBgQFSUlKk0qOjo1GrVi1eWkZGBgYNGoT69evD3d0dS5cuRbdu3fDTTz+VuA4rKytcvHgR6enpvE50WceavBSpO2xtbREeHo68vDyoqKjIzKPIb2ZlZQWxWIzXr1/zJoeNi4tDSkpKiecJIYQQQn4cFKaDEEIIqQLatGkDVVVVrF+/Xmp04saNG5Gfn8/rpEtKSuLlUVVVRf369cEYQ15eHpSUlNC9e3ccOnQIT548kVpfQkJCqWXS0tKS2ZkiL39/fygpKWHOnDlSI9UYY1LbUJhIJJJ6Xd7ExATm5ubIyclRuCw+Pj74/Pkz9u3bx6Xl5+djzZo10NbWhpeXF5cuCb+xZMkSNGzYEHp6elz6xYsXcffuXZkhOr6nHTt2IC0tjfv74MGDiI2N5R0jiYmJePHiBTIzM7k0SaeuIr+rkpISBAIBRCIRlxYVFYWjR4+WqeyK/Lb5+fm82Lm5ubnYsGEDjI2N4ezsDED+37bo8SYUCrmOUsl6e/XqhZs3b+LcuXNS5U5JSUF+fn6J21bcOePj44Pbt2/j5s2bXFpGRgY2btwIa2vrEkNwdO3aFUKhEHPnzpW6NpRlBKiSkpLU9w4cOICPHz8qvCwAaNq0KYyMjLBp0ybe/tm1a5dUuIRevXrh48eP2LRpk9RysrKykJGRUeK6tLS0vimMhrOzM2xtbbFs2TKkp6dLfS7PdVFetra2uHXrFnJzc7m0kydP4sOHD1J5p0yZgvfv32P79u1YsWIFrK2tERAQUOq1zsfHB/n5+Vi/fj2XJhKJsGbNmjKXW5G6o3v37khMTMTatWul8kmOMU1NTQDyXXN8fHwAAKtWreKlS0bS+/r6yrUNheXl5eHFixeIjY1V+LuEEEIIqRg0MpoQQgipAkxMTDBr1izMmDEDLVq0gJ+fHzQ1NXHjxg3s2bMH7dq1Q+fOnbn87dq1g6mpKTw8PFC9enU8f/4ca9euha+vLzex3eLFixEaGgpXV1f8+uuvqF+/PpKTk3H//n1cuHABycnJJZbJ2dkZFy5cwIoVK2Bubg4bGxu4urrKvU22traYP38+pk6diqioKHTt2hU6OjqIjIzEkSNHMGzYMEyaNEnmd9PS0mBhYYEePXqgUaNG0NbWxoULF3Dnzh0sX75c7jJIDBs2DBs2bMDAgQNx7949WFtb4+DBg7h+/TpWrVrFmwzQzs4OpqamePnyJW9irhYtWmDKlCkAUOmd0YaGhmjevDkGDRqEuLg4rFq1CnZ2dvj111+5PGvXrsWcOXMQGhqKli1bAgDXgTt9+nT06dMHKioq6Ny5s1Rc5sJ8fX2xYsUKdOjQAX379kV8fDz++ecf2NnZ4dGjRwqXXZHf1tzcHEuWLEFUVBRq166Nffv2ISIiAhs3buRGYsr72w4dOhTJyclo3bo1LCwsEB0djTVr1qBx48bcKMzJkyfj+PHj6NSpEwYOHAhnZ2dkZGTg8ePHOHjwIKKiokocPezs7Iz169dj/vz5sLOzg4mJCVq3bo0///wTe/bsQceOHTF27FgYGhpi+/btiIyMxKFDh6TiXRdmZ2eH6dOnY968efD09IS/vz/U1NRw584dmJubY9GiRQrt/06dOmHu3LkYNGgQ3N3d8fjxY+zatUtqtK68VFVVMXv2bIwZMwatW7dGr169EBUVhW3btsHW1pY3MrZ///7Yv38/fvvtN4SGhsLDwwMikQgvXrzA/v37ce7cOTRt2rTYdTk7O2Pfvn2YMGECfvrpJ2hra/Oui6URCoXYvHkzOnbsCAcHBwwaNAg1atTAx48fERoaCl1dXZw4caJM+6GooUOH4uDBg+jQoQN69eqFt2/fYufOnbzJPQHg0qVLWLduHQIDA9GkSRMABW8dtGzZEjNnzsTSpUuLXUfnzp3h4eGBP//8E1FRUahfvz4OHz78zXGv5a07BgwYgB07dmDChAm4ffs2PD09kZGRgQsXLmDkyJHo0qULNDQ0UL9+fezbtw+1a9eGoaEhHB0d4ejoKLXeRo0aISAgABs3bkRKSgq8vLxw+/ZtbN++HV27duWNvJfXx48fUa9ePQQEBGDbtm3ftF8IIYQQUk4YIYQQQqqMnTt3Mjc3N6alpcXU1NRY3bp12Zw5c1h2djYv34YNG1iLFi2YkZERU1NTY7a2tmzy5MksNTWVly8uLo6NGjWKWVpaMhUVFWZqasratGnDNm7cWGpZXrx4wVq0aME0NDQYABYQEMAYYywwMJABYAkJCbz8QUFBDACLjIzkpR86dIg1b96caWlpMS0tLVa3bl02atQo9vLly2LXnZOTwyZPnswaNWrEdHR0mJaWFmvUqBFbt24dL5+XlxdzcHCQ+n5AQACzsrKS2heDBg1i1apVY6qqqqxBgwYsKChI5vp79uzJALB9+/Zxabm5uUxTU5OpqqqyrKwsXn5F90lR8m5HaGgoA8D27NnDpk6dykxMTJiGhgbz9fVl0dHRMssUGhrKS583bx6rUaMGEwqFvLIBYKNGjZJZvi1btjB7e3vumAwKCuKWX1hxy7CysuKOH0V/27t377JmzZoxdXV1ZmVlxdauXSu1fHl+24MHD7J27doxExMTpqqqymrWrMmGDx/OYmNjefnS0tLY1KlTmZ2dHVNVVWXVqlVj7u7ubNmyZSw3N1fm/pH4/Pkz8/X1ZTo6OgwA8/Ly4j57+/Yt69GjB9PX12fq6urMxcWFnTx5ssTlFbZ161bm5OTE1NTUmIGBAfPy8mIhISHc51ZWVszX11fqe15eXrxyZGdns4kTJzIzMzOmoaHBPDw82M2bN6XySY61AwcO8JYXGRnJAEjt37///ptZWVkxNTU15uLiwq5fv86cnZ1Zhw4dePlyc3PZkiVLmIODA7ctzs7ObM6cOVLXr6LS09NZ3759mb6+PgPAnRuKlvXBgwfM39+fu35aWVmxXr16sYsXL5a4fsZkH+OS9Rc915YvX85q1KjB1NTUmIeHB7t79y5vP3/9+pVZWVmxJk2asLy8PN53x48fz4RCIbt582aJ5UlKSmL9+/dnurq6TE9Pj/Xv3589ePBAarsVOV8Zk7/uyMzMZNOnT2c2NjZcvh49erC3b99yeW7cuMGcnZ2ZqqoqA8ACAwOLLVNeXh6bM2cOtzxLS0s2depUqTpQ3uNdcgxIrj+EEEIIqXwCxmiGB0IIIYSQH8Hly5fRqlUrHDhwAD169Kjs4lSoli1bIjExUWaoAFL1icViGBsbw9/fX2ZYDkIIIYQQ8v8TxYwmhBBCCCGElFl2drZUHOodO3YgOTmZCxFDCCGEEEIIQDGjCSGEEEIIId/g1q1bGD9+PHr27AkjIyPcv38fW7ZsgaOjI3r27FnZxSOEEEIIIVUIdUYTQgghhBBCysza2hqWlpb4+++/kZycDENDQwwYMACLFy+GqqpqZRePEEIIIYRUIRQzmhBCCCGEEEIIIYQQQkiFo5jRhBBCCCGEEEIIIYQQQiocdUYTQgghhBBCCCGEEEIIqXDUGU0IIYQQQgghhBBCCCGkwlFnNCGEEEIIIYQQQgghhJAKR53RhBBCCCGEEEIIIYQQQiocdUYTQgghhBBCCCGEEEIIqXDUGU0IIYQQQgghhBBCCCGkwlFnNCHlZPbs2RAIBJVdDEIIIYRUgP3798PQ0BBpaWnF5vkvtQXk2d4fXV5eHiwtLbFu3bpyyUcIIaTqo/r8v4fq8x8PdUYTQgghhPyAjh49ilWrVlV2Mf5fEIlECAwMxKhRo6Cjo1PZxalwJW1vXl4e5s2bh3bt2kFXVxcCgQCXL18u87ru3LmDwYMHw87ODpqamqhduzYmT578TTfNX758wcCBA2FgYAA9PT307t0b8fHxUvlUVFQwYcIELFiwANnZ2cUuT958hBBSFlSffz9Un/9PZda/8lCkvUH1+Y9HwBhjlV0IQv4L8vPzkZ+fD3V19couCiGEkP8HBg4ciMuXLyMqKqqyi/Kfd/ToUfj7+yM6OhqWlpbF5vuvtAVK2t6UlBQYGBjAxsYGZmZmuHHjBkJDQ9GyZcsyratPnz64ceMG+vTpg9q1a+P58+f4559/4ODggPDwcCgrKyu8zJYtW+LevXuYOnUqVFRUsGTJElhZWeH27dtQUlLi5U1NTYWJiQnWr1+PwYMHF7tMefMRQoiiqD7/fqg+/5/Krn9Lo2h7g+rzH4viRxchRCZlZeUyXbAJIYQQUrUFBQXBzc2txBtX4L/TFihpe3V0dPD+/XtYWlri4MGDuHHjxjeta/z48di5cydvv9WsWRPjxo3D8ePH4e/vr9DyQkJCcOXKFWzbtg0BAQEAgPr166NTp044dOgQevXqxcuvp6cHb29vbNu2rcSbUnnzEUIIqbqoPv+fyq5/S6Noe4Pq8x8Lhekg5BvZ2dlBIBBw/wqLioqCQCDAtGnTUK1aNdSvXx83btxA48aNYWRkhPXr1/PyX7lyBU5OTlBXV0ejRo1w8+ZNCAQCzJ49+ztuESGEEHls27YNAoEAt2/fRrdu3aCjowNbW1ts2bKFl08Sd/DGjRto1KgR1NXV4ezsjGvXrpVpvZL6Zvv27YiOjubVQdu2bZOZf/bs2Th69CgaNGgAdXV12Nra4vTp0wCA5ORkTJo0CQ0bNoSOjg50dXXRtm1bqUa/vNsLAM+fP0eXLl1gYmICLS0tODo6StVliuyXZ8+ewcfHBzo6OtDR0YGvry9evHhRpvUCQEJCAoYNGwZTU1Ooq6ujSZMm3P4oKjs7G2fPnkXbtm1lfg6U3BYAfqz2QGnbq6SkVOpNvCJcXV2lbvgl63758qXCyztx4gTU1NTQu3dvLq1jx44wMjLC8ePHZX7H29sb165dQ3JyconLljcfIeTHQvU51ecS/5/q86pQ/5akLO0Nqs9/HNQZTcg3Wr58OYKDg9GtW7di84SEhGD69OmIiopC69at0aVLF3h4eGDSpEnIy8sDAERHR8PHxwfp6elYuHAh2rdvj549e36vzSCEEFJGAwYMgLm5OZYsWQJDQ0MMHToU9+/fl8rn7++PNm3aYNGiRUhLS0PHjh0RGRmp8PqCg4MRHBwMT09PVKtWjfs7ODgYLVq0kPmd27dvY9CgQfDx8cGqVavQtm1b7nXgd+/eYcuWLfDy8sLKlSsRGBiImJgYtGnTRuYNYmnbm5ubi44dO+LOnTuYMGECVq5cifbt2xd7I1LafomPj4eXlxfu3r2LadOmYdq0abh9+za8vLyQmJio8Hq/fv0KT09PHDp0CL/99htWrFgBAwMD+Pn5yYxFeO/ePeTm5qJp06bF/ibytAWAH6M9IM/2VrSEhAQAgJmZmcLfffz4MWrXrs17tVooFKJBgwZ4/PixzO84OzuDMVbqqCt58xFCfkxUn1N9/v+9Pv/e9W95o/r8B8IIIeUiMDCQFT2lIiMjGQC2a9cuxhhj7du3Z/b29owxxm7dusUAsOfPnzPGGBs3bhxTVlZm79+/574/Z84cBoAFBgZ+n40ghBAit6CgIAaATZo0iUt7//49EwgEbM6cOVyapH6YNWsWlxYZGcmEQiEbM2ZMmdcfEBDArKysSs0HgAmFQnb//n1een5+PmOMsa9fv7KvX7/yPouOjmYCgYBNnjyZS5N3eyMiIhgAtmnTJt4y8/LyeH/Lu18k+W7cuMGlhYWFMQBlWu+MGTOYiooKe/z4MZcmEolYgwYNWMuWLVlRmzdvZgB4+Ysjqy0g2a4fpT2gyPYeOHCAAWChoaHlWoZevXoxbW1tlpiYqPB369aty9q2bcsYY6xNmzasYcOGLCcnh/Xq1YuZmJjI/M6nT58YALZkyZISly1vPkLIj4Xqc6rPi/r/Vp9LfO/6V17ytjeoPv9x0MhoQr4DExMTAICRkRH3/4aGhgAKZpwFCp6utmjRgvcqSuFXXAghhFRNhUfPWFpaolq1aoiJiZHK9/PPP3P/b21tDRcXF1y5cuW7lNHb2xtOTk68NMlEMpJXZYGCCXuSkpKgqamJatWqyRzpVdr2amlpAQCuX7+O3NxcLr242Iul7ZfLly+jVq1aaNasGZfWvHlz2NjY8EY+ybvew4cP46effoKpqSkSExORmJiI5ORkuLu748aNGxCJRLz8SUlJAAADAwOZ5VfEj9AeKM/tLYv9+/dj//79WLBgAYyMjBT+fk5ODlRVVQEUvE4dExODvLw8qKmpITs7W+Z3JNtaeGTet+QjhPyYqD6n+lxe/8X6vDLq3/JG9fmPgzqjCfkOJBWniooK7/8BcBXshw8fULNmTd73yjMmIyGEkIphamrK+1tTU5N38yRR9JpuYWGBjx8/VmjZJOrWrVvsZ2KxGKtXr4a9vT3U1dVRrVo1GBsbIyEhQebNQ2nba2dnh2HDhmHbtm0wNjaGj48Pli9fzt2cFVXafomNjZWqH4GCSXYK55N3vW/fvsWNGzdgbGzM+7dhwwbk5ubi69evMsvJGJOZrogfqT1QHturqEePHmHIkCHo0aMHxowZU6ZlqKmpcfsyIiIC7969g5aWFnJycnivDhcm2VZZ8UHLko8Q8mOi+pzqc3n91+rzyqp/yxvV5z8O6owmpJKVVDmIxeLvWBJCCCFlIRSWvTklGUFS0fT19Yv9bMmSJRg3bhxcXV2xa9cuhISEICQkBNWqVZNZR8mzvRs2bMC9e/cwZcoUpKenY9KkSWjWrJncI2PKul/kWa9AIED79u257Sz6T1tbm7dMyeig4m6+y0tVaQ98r+0tKjY2Fp06dUK9evWwY8eOMt8gmpqaIi4uDgCgra0NPT09AAWxSot2vEhItrW0kWDy5iOE/JioPpdG9bnifrT6vDLr3/JG9fmPQ/b7FYSQ787S0hLv37/npcl6LYwQQsiP6cOHD7wRTTExMd80Qqa8RnPs27cPLVq0wM6dO7m0vLw8pKSkfNNymzRpgiZNmmDatGlYsWIFJk6ciIsXL8LX15eXr7T9YmZmJlU/AgUTA9nY2Ci83lq1aiErK6vY2eWLkpTt3bt3aNCggVzf+RaV3R743tsLAOnp6fD19YWKigpOnjwJDQ2NMi+rQYMG2LhxI7Kzs7mRWGKxGI8fP0aHDh1kfuft27cAgHr16pW4bHnzEUL+26g+p/pcHj9CfV7Z9W95o/r8x0EjowmpIry9vXH16lVehbV3795KLBEhhJDytGfPHu7/o6KiuBnkZalbt26Jr+ICBbEhExMTkZ+f/03lUlJS4l4tldi8eXOZl/v161ep70puMmXFmSxtv7Rs2RLv3r3DzZs3ubSwsDBERUWhZcuWCq+3W7duCAsLkzmD+ocPH6TSmjZtClVVVdy7d0/m9pa3srQHrK2tIRAIEBUV9c3rr4jtLal8+fn56NGjBz58+ICzZ89ysTfLurxOnTohJycH+/bt49LOnDmDpKQkdO7cWeby7t27B4FAAHd39xLXK28+Qsh/G9XnVJ/Lo6rX51Wh/i3P7QWoPv+R0MhoQr7Bo0eP8OjRI+7/AXBPorW1tdG4cWO5lzVu3Dhs3LgRrVu3xsiRI/H582ccOnSo3MtMCCGkcvz7779IT0+HpaUl1q1bBzU1tWLj8r18+bLU5bm7u2PNmjUYNmwYunbtClVVVTRo0AA1atRQqFx+fn6YPXs2fvvtNzRp0gQPHjzAsWPHUK1aNYWWI3Hp0iWMGTMGPXv2RJ06dZCUlIQ1a9agZs2aMhv9pe2XkSNH4p9//kHXrl0xbtw4AMDKlSthYmKCkSNHKrzeP/74AwcPHkTbtm0xfPhw1KtXDzExMbh48SJ0dXVx5swZXvnU1NTQoUMHnD9/HnPnzpUqf2ltga5duyq0/8rSHpC89lvcpFKKKG17AWDt2rVISUnB06dPAQDBwcG4du0a9PX1MXr0aIXKN3HiRJw7dw5jxoxBeHg4wsPDuc9sbW15E13Jszxvb294enpizJgx+PTpE1RUVLB48WI0btwY3bt3l7k958+fh4eHR6mv68qbjxDy30b1OdXn8qjq9XlVqH9L215F2xtUn/9AGCGkzAIDAxkAmf+srKxYZGQkA8BCQ0MZY4wFBAQwLy8vxhiT+owxxkJDQ1mjRo2Ympoac3JyYrdv32YA2Lx5877/xhFCCClRUFAQA8AiIyN56VZWViwgIID7W1JXXLlyhTk6OnLX+MuXLxe7bEldUhKRSMQmTpzIqlevzgQCAQPAgoKCZC4rMDCw2OXk5OSwyZMnM3Nzc6ahocG8vLzYw4cPma2tLfP19VV4e9+9e8cGDhzIrK2tmZqaGjM1NWU9e/ZkL1++5H1Pkf3y9OlT1qFDB6alpcW0tLRYhw4d2LNnz3h55F0vY4wlJiayUaNGMQsLC6aqqsosLS1Zz549WUhIiMx9dPToUQaARUdHS31WWluAMek6vzzbA8nJyUwoFLLmzZvLLHtZlLS9jBX85iVtryLl8/LyKnb/FT6u5F0eY4wlJSWx/v37Mz09Paajo8N69uzJYmNjZeb98uULU1FRYZs3by52eYrkI4T8eKg+l729VJ//t+vzyq5/5VmeIu0Nqs9/LNQZTUgVFhsbywCwdevWVXZRCCGElJHk5obw/Uj7JT8/n9WtW5dNnz69UtZfUnvg2LFjDAA7c+ZMua2vPLe3vMtX3stbvnw5Mzc3Z5mZmeWSjxDy3/Uj1Vvf04+0X6g+Lzuqz0l5opjRhFQhmZmZvL9PnToFAHB1da2M4hBCCCEEBXE458yZg3Xr1iEtLa3C16dIe+DKlSto0qRJuU4OVJ7bW97lK8/l5eXlYeXKlZg+fXqJkzbJm48QQkjVRvV52VF9TsqTgDHGKrsQhJACxsbG6NWrFxo0aID3799j1apV8PDwQEhISGUXjRBCSBnNnj0bc+bMATW5+Gi/FI/aA4QQUvVQvSUb7ZfiUX1OiGw0gSEhVYifnx9Onz6NzZs3Q09PD/3798dff/1V2cUihBBCyHdE7QFCCCHkx0f1OSGy0choQgghhBBCCCGEEEIIIRWOYkYTQgghhBBCCCGEEEIIqXDUGU0IIYQQQgghhBBCCCGkwlFnNCGEEEIIIYQQQgghhJAKJ/cEhv369YOHhwdGjBgBAIiOjoaTkxO+fPnC5alduzbu3r0LHR0d5Ofno1WrVrh27Rr3uUAggJeXFwwMDEpcl5KSEuzt7aGmpiZX2SwtLdG0aVOMGzcOb9++xf3792FkZMR9npOTg9evX0MsFkMkEmHo0KG4f/8+AGDo0KEYM2YMACA2Nha7d++GSCSSWse9e/fw4sWLYstgYWEBLy8vAEB2djZOnTqF7OxsAMCKFSvQrFkzXLp0CXl5ecUuw9PTE9WqVQMAHD9+HAcPHoStrS0cHBwwa9YsBAYGYuHChXLtEwMDAzx48ABWVlYACn6/Xbt28faXlZUV9PT0IBAI5FpmURoaGlz57O3tcebMGYSHh2PBggVgjEFbW5s7Hi5dulTsclJTUzFjxgxYWFigR48eAADGWJnLJUtiYiLCwsJgamrK7WNHR0dMmTIFI0eOxL///lum5bZq1Qrm5uYAAFtbWzRq1Ajv3r1DRkYGl0ckEiEoKAgxMTFcmqqqKoKDg5GVlYXBgwdDLBZDS0sLd+7cgb6+Pi5evIht27bh4sWLxa7b1dUVo0ePxpo1a3D79m0AQK1atdCsWTNcvnwZHz9+LNM2lZcePXrA0dGxXJZV9HgwNTWFmZkZWrZsCV1dXS49Ly8Ply5dgo6ODpo1a4bBgwdj27ZtAAAXFxfuXP/y5QumT5+OtLS0Eterq6sLHx8fdO7cGX369MG2bdvw4cOHctmmorp37w4DAwM4OTkhISGhQtbxX0TTHpSNotdXgUCA6dOnw9XVFR06dMCpU6ewf/9+nDt3DklJSVL569ati6lTp8LFxQXm5uZwdnaGhoYGJk+eDDc3N9jb2wMADh8+jO7duxe73po1a0rV6enp6bh06RI+f/6M2NhYhbZDUZaWlgCAiRMnIiUlpcS8Ojo68PHxwdu3b3Hv3j1MnToVbm5u6NixI168eIGIiAgAgJGREdq3bw+h8H/jAeLi4nDhwgUwxpCdnY2ZM2fi8+fPCpfX0NAQ8+fPR+PGjeHm5obdu3fjzZs3Ci9HUZ8+fcKtW7dgaWkJdXV1nD59GllZWWVe3pQpU7BgwQIEBQVVWl2WmJiI2NhYzJ49m1eXiUQibNu2jVenVyU5OTn48OEDHj58iMePH1foun7++WfUqVNHKv3r168IDQ3lnaPq6uqws7PDyJEjuXsJifv37+PZs2cAgOrVq6Nt27bYsWMHQkJCAABOTk6YMGECjh8/zp1HhWVlZeHSpUuIjY1FTEwMxo8fD09PT/j6+kJVVRVisRhLly7FkydPAADPnz/n7gMkZs6ciblz5/LS9u7di2PHjuHMmTNITU3l0lVUVODj4wNtbW0AQExMDDIyMtCmTRtoaGgosgvLTNF2sq6uLqysrJCTkyPzPqeo1q1bQyAQYObMmYiIiMC9e/e+pbhyozpdcXPmzFH4O56enrCwsICdnR0WLVqEGTNmKPR9MzMztG7dGkOGDEHDhg3h5OTEax+rq6vD19cXbdq0wW+//YYrV65w10w7Ozu4urri0qVLePDgAWbOnMndM38v1tbWaN68OcaOHYvatWtjw4YN31RnlUZbWxs2NjZwcnKCjY0NAODu3btYvXo1rl+/jsjISF7+Fi1awMjICKdOnUJubm6FlUteffr0wZ49ewAAGRkZOHXqFM6fP48tW7YAKNg+Hx8f+Pr6YsCAAQCAlJQUnDlzBkePHsX+/ftLXcfPP/+M1q1bY9asWTLbdn5+fjh69CgEAgHi4+Ph5OSET58+leNWfjtjY2M8ePAAYWFh+PnnnwEUXHuHDx8OLS2tb1p2WftGLCwsYGpqitatWyMuLo7rm9PQ0ICvry/U1dXBGEPnzp1x6tSpbypjUQ0aNEBgYCBiY2Nl3it8DxYWFhg4cCCUlJSkPhszZgzWrl3LSxs6dCjXpydLrVq14O7uDqDgfuTUqVNgjEFVVRVAQRvszZs3EIvFcpexvPq9ii7H0NAQFhYWcHd3R/Xq1bn0ov20jo6OaNy4MSwsLKCuri5XueQpc2BgYKlllrszOjg4mFtx4f8WV7ji0i9fvlzqulRVVTF8+HCoqanJXFbRDf/w4QPev3+P2NhY7rPC30tPT8eJEyeQm5sLsVjMOxlevnyJI0eOAADMzc2xdetW3g2iZHnjxo0rsTO6adOmCA4OhkAgwOfPn3H9+nXuRjI8PBxfv36V+k7RHzEsLIz3Wffu3TF48GCYm5uX6QBljMncfx8+fMCHDx/Qq1cv6Onp8fIXJmudhcusr6+PLl26QElJCdnZ2Zg+fToePXok9Z3Hjx9jwIABpTYwLSwsil1XaWTlLZxWrVo1dOvWDd7e3mjWrFmx26eoiRMnwtfXl1sfYwzBwcFIT08vcfkikYh7OFF0vzx9+lSu/RUeHo7w8HBeWosWLbB161Z07ty50jujgf8dU4X3hay0wp+V9DtKODo6wsPDQ+r7KioqaN++vcx9d/v2bfTv31+h8pubm2Pz5s3Q0tJSqFIh5L+GMYb58+ejQYMGaNOmDbp06YKOHTvCw8NDZgPzxYsXCAgIwKpVqzBo0CAA/6sLNmzYADs7uzKXRVtbG35+frh169Y3d0YXvr7IqgObNm0KExMTTJ8+vdRlmZqaYtOmTdi6dSvu3r2LhQsXwtHREW3atMHx48e5ZTRt2hRt2rSBiooKBAIBGGN48eIFBgwY8M3XmeTkZIwcORJDhgyBm5sbb7u+5ZpbHElec3Nz+Pv7o2vXrjA1NYWTk1O539iXZ5tAHm/fvsW5c+cwatQohcqpaNmKK5esfEDpbRcrKyvMnTsX8+fPr/DO6OLKpauriy5duuD69evcOaqvr4+uXbuiXr16Ut/dt28fli5dCqDgIX/r1q0xYMAABAQEyLU+DQ0N+Pj44OHDh4iJicHKlStx9OhRtGrVCqqqqhAKhfjzzz+5/MuXL5fqjJa1X/v06YPOnTvjp59+4nVGa2hoYNmyZdx17NixYzI7ySXl/dZjUZ5llpQXAGrUqIFu3bqhb9++2Lt3b4nfEQgEOHPmDNq1a4dNmzZh5cqV360zmnw7ea4VYWFhMDEx4TpGFdWwYUPs2LEDAoEAycnJUp/r6+tj7dq1XAfI6tWrcfToUQDAr7/+CldXV/z11184d+5cmdb/rdzd3bm+jcLntsS3dsIUZWJigm7duvG+J+k76N+/v1Rn9JgxY+Dq6oorV67I3L+VQXJcJSUlYcSIEbxyVa9eHRs3buT6FRhjiImJwZAhQ+RuC+zZs4fr8JanHD8aWe3NimrTFP6sSZMmaNy4MYCCvgPJvbC5uTlatGjB63wsb8bGxujWrRvOnj0r816huP0gbztJEfIeN5s3b8bmzZuL/TwgIADu7u5gjCEhIQG//fYb+vTpg3Xr1gEoOD8iIyPlbs+XpT4vrm1YdDk2Nja8fqri1tO1a1fMnj0bW7ZskXrAI09bVNHjuTC5O6P9/f15f2dmZiI9PV1m3hMnTmDr1q14/vw5l9ajRw/07dsXAPD69WtMmzat2CfzKioq8PX1RXJystQoBQsLC3h4eMjc2ObNm0MkEuH06dNQUVHh0vPy8pCfnw+gYCe1bt0amZmZAMCNkgUKbuIOHDgAoGB0tre3N/T19QEAQ4YMgYuLCyZNmiT3za+VlRXc3NykOlklSvrBBAIBxGIxQkJCYG5ujrZt28q1Ton09HQMHz4cmpqaAAqevurp6WHlypV49OgRVq1ahevXr+PTp09YsWIFbt26xZ1E2traaN++PW8fyirz27dv0atXLzDGIBKJEBUVhXr16mHevHkQCoXIz8/HwoUL8ebNmxIvAHp6elixYgUEAgHev39f6r6RRVZ+WWkRERH49OkT2rVrxxtRWxIPDw9MnDgRQMEFZsKECTJH1J4+fRqbNm3Chw8foKysjHbt2sHR0REODg44fvw4MjIy0LZtWwiFQjDGcPv2bSQlJXH7Jjs7G2PGjEFWVhYYYxg2bBg6dOgAALhz5w4WLVpUbBmNjIywfPlyNGjQQK5tqkiWlpZwd3dHjRo1ZFYkpR338qSV5t69e1iwYIHUzWZVZ2hoiG3btuHs2bNYs2ZNpZRBW1sbK1eu5Eairly5kvegjPz/YW5ujmXLliEkJARBQUFlXo6GhgbWrVuHsLAwzJs3D+vXr0dYWBhWrFgBNzc3HD58GKtWrcLVq1cVWm7t2rWhp6eH0NDQMr9NUPj6cvfuXbx9+xZAwZsnU6ZMgbm5+Td1qkZHR6NPnz5o3LgxDhw4gGnTpuHNmzfo2bMn+vXrhy5duuCPP/7AvXv3KuyBV0Vec2Xl1dPTw5YtWxASEoKVK1fKvZw5c+ZwI5Br164NoVCItm3b4tOnT7h48aJC+6c86hIfHx8MGzas3N7wKa4cxZWr8E1raXWnJH/r1q2Rm5uLPn364OnTpwqXzdnZmXto8vXrV0yYMIHX4aChoYH27dtzby4WreeLqlu3LgwNDQEUjJQsPNgDKBgQMmPGDN5AhsePH6N79+4YNmwYfHx8ZG6nLAKBADY2NujduzeAgs4fWe1YoGCEnbW1NWbMmIHs7GwsWbKk1PZTgwYNMHv2bAgEAqioqMDU1LTE/CWVt+hvq6hvPUdLwxjD3LlzubcGy/vtipEjR8LV1RUTJkyotNFy/2Xy/ubR0dHo3bt3iYOtivPgwQP4+/tDIBAgNzcXiYmJvM+/fPmCQYMGcR1dRQfPAMCsWbPg5+eHiRMnIjs7GwKBAPPmzUP9+vUBAAcPHsTu3bsVLltRLi4uvIdRwP/eeiqOovXmt/j999+l+llcXFyq1CCYsLAwroxZWVm8++Dp06ejRYsWXJ+DWCxGYGAgbty4Ua6jum/fvs2VIScnp8p00svSvHlzHD58GH/99Rfu3LmDI0eOwN7eHi4uLnLV50Up2qYp+pmkPi/pAfX06dPRqVMnTJw4kesnAwrq+WXLlvEiFkRGRmLKlClc/1ppmjRpAgsLC5w/f5739nhp7Z/S8ikiODiYG4AqIWsQpTwYY1i8eDEuX76MjIwMnD17Ft27d8esWbNQr149dO/evdi+L7FYjAsXLnDRJb61PpekSfodC7t16xZ3zkju6Qq/vWVlZYWlS5fC0dERIpEI58+f57Udi/aHllaGspC7M1ryNLMkeXl5+PDhA+7cuYNjx44BANdgc3FxQbdu3QAUVEhCoRA6OjrQ0dHB58+fpcJXqKurIy8vj6sghUIhzMzMir2oCQQCWFhYgDGGd+/eFVtGgUDAha4oKjs7Gy9fvgRQsPOdnJygrKwMLS0tNGjQADY2Nti4cSNEIhHi4+N55TI2Ngbwv056bW1tGBkZ8UaAlEV0dDSys7ORkpICgUAAPT09pKWllVpB5eXl4fz587y0atWqwdHRkRul/fHjR4jFYqioqCAzM5Pb14aGhqUuX1tbG1+/fsXx48e5hwpmZmZwcHBA165doaSkhLS0NMyYMQOvXr3ivifZX4VflahWrRp8fX0RHx/PdUZXlISEBKSkpMDZ2Rm5ubnIyMhAWloa7/iSdGpI0ho3boxu3bohISEBb9++hbLy/06b+Ph4REdHAyjoyJAc94aGhvjpp5+Qn58PDQ0NmJubQ1VVFa6urlBSUkJ+fj6uXbvGe/okEol4YTkaNWrEnTOyXi0pTF1dHT4+PjA2Nq60J8aS/VWrVi3UrVu33CqS0m7WsrKyuPNR4tGjR3Jds+SVk5ODzMxMuStdRaioqEBTUxMqKirc6K6i21Oe1NTUUL16dXz58kXmQxVVVVW0b98ehoaGSExMLDWsEvnv0tbWRqdOnZCRkYGLFy8iLi6O97lAIICZmRlq1qzJpTHGpOp0FRUVeHt7Q1VVFTt27MCbN28QGRmJESNGoEaNGmjSpInM48zY2BgWFhbc9Y8xhvj4eN7rvBoaGtDV1UVWVlaxD8hlycrKQk5ODrcMExMTAAUPcmNjY1GzZk1oaGhASUkJSkpKsLCwQF5eHtdxoqSkBDMzM2RmZnI3RHl5eXj//j0vfFlaWhpOnDgBR0dH+Pn54a+//sLr169x/Phx1K5dGw0bNsTZs2e5tse3qFatGnczqKamhujoaCQmJuLr16/Q0dEp9xtoWRITE6Gvr4/69evj9evXcn9PIBCgefPmaNWqFS/d2tqae/WxvMjbAWhra4uOHTtKpQsEAmhra0NbW1uhY66s5ZKnrNnZ2cjNzYWysjJSU1O5twHlYWhoyIWbaNiwIbp27QqBQICkpCSsW7cO7969Q2JiIjQ1NWFgYIDatWtzx1lpjIyMeCF2JGVNSUlBeno6nj17hqNHj/IGpyQmJuLYsWNo0qQJHB0dYWZmxnUqZ2ZmIjU1FTo6OlId20DBgxDJyDx9fX2uLSo5R5WVlWFmZobq1avDyckJtra2EIlE6NKlC/c25ufPn3n7LjMzE3l5eTAzM0PXrl1lrresvsc5KRaLkZ6ejoSEBLx//57XyVCSGzduVFiZatasiYYNG/LO7cLXL/Jtio7ALO44S09Px9WrV3mdQ/KKj4/n7nlkycnJwdmzZ3lpknrT0NAQAoEA7u7uMDMzwz///IPY2FikpqbC3t4eTZo0AVB+x6C+vj6cnJx4++FbQyYoKj8/H6mpqdDQ0JAKQ9q0aVMu5ISGhgY3UK6iwgKWxcePH/Hx40fuPDUzMwNQcA1zdHREnTp1uHtaSWfbrVu3eMuQPMArSwgyyffK896uIohEInz8+BHVq1fn2rb5+fl48+YNtLW1yzwSuiwPLiV9WKqqqsjNzcXZs2eLDWsiEAjQrFkz1KhRA//88w8+ffrE1Zvq6upo1KgRTE1Noa+vj7i4OO6NI3lJvhsaGqrQNnwLxhjS09ORlJSE9+/f48aNG1LHj4GBAe8eBigYeCi5JmpqavIGrgLg2jTv3r3D06dPuQGZ0dHR8Pf3h4GBAdTV1aGrqyvz3kYkEiEiIoLX18YYQ2xsLHfvZGhoCB0dHYW218zMDHXr1gVQcL2JjY3Fx48fuW2uXbs28vPz8fXrVyQmJiInJwcaGhpo3Lgxd8/w6tUr3sNJyQBhLS2tMtUT8pC7M1oe0dHR8PDw4G7wAMDe3h4hISEyf4zRo0djxIgRaNu2LW8UdUZGBvz8/Hg/kq6uLk6fPo2cnBycPn262DKUV8NOJBLh4MGDqFmzJvr06QOBQAAtLS0cO3YM58+fR69evXjlqlWrFgDg0qVLePLkCXr06FFuDdb4+Hhs2rQJysrKGDp0KHbs2FGmUWBJSUnw9vbmdah9/vwZrVq1UujJpVAoRNeuXfH582esWbMGIpEIampq2LdvHxo1alTiduvo6ODkyZO8E18oFEJXV7dCO+AKy8vLw759+xAdHY19+/YhMzOTK9fTp0/Rr18/AAUXgvPnz6NmzZpgjOGPP/7AkSNHeCFXxo4dy90kFe4g+fLlC7Zs2YLt27dDXV0de/fuhbOzM9cAycnJQXBwcJWLdfUtDAwMcO7cOaSnp0s1QL9Faef0nTt34O/vz7telBSbvSwePnyI0NDQConbVqtWLXTp0qXcO1yK89NPP+HIkSOYNm0aNm3aVGy+ixcvYuDAgRVW+ZAfh2QEr5+fH+94UFZWxs6dO3l1SnZ2tlSdLuHu7o779+9j/PjxCA4Oho+PD1dfyDrOli9fjs6dO/PeYhk9ejTvoZ1QKMSBAwfQokUL7NixQ65YqEDBTe6dO3cAAG3atMH+/fsxePBgJCQkwMvLC6GhoWjSpAn+/fdf9OjRAyEhIdi/fz+GDx8OoKBhffnyZZw4cQLjx48HALx//x7NmzfntYFKsnbtWmzevLnU2PXyWrZsGTp37gwA2L9/P5o0aYLc3Fzo6upi4MCBcs/D8S1mzpzJNWSrQpxLWb61nSgQCNC1a1fExsYiODi43EavfUu5IiIicPnyZWzZsgWMMYX2/dSpUzF48GAA4I0kltTphw8fxpAhQ+Dt7Y169ep983F079493L9/H8HBwfj48WOx5+ySJUuwdetWXL58GdbW1gCA0NBQHDp0CIMGDZL7Rm3//v2YPHkygIKbsYsXL2LHjh2YM2cOdu/eDRcXF67+zcvLQ9++ffHw4UPu+4wxfP36VeqG9UeRk5ODnTt3IiMjAzNnzqwSdfrcuXOxePFiXniEhQsXljh/AJFf4WtJSdcVIyMjDB06FDdu3Pgub8CZmZnh8uXLvLcKatasiWvXrmH9+vWYPn06hg4dyg36Ka9QT5L6vLAePXpg48aN5bJ8ecTExGDDhg1o3749FzKhMMk9eosWLb5ruRRVuJ0BFFwff/31V4wcOZKXr2i7RllZGTt27ICSkhI6dOhQ7vdpVcWXL1/Qrl07rm1b1gfW5TGgy8rKCt27d4eKigpvkERJatSogatXr2LLli1cvRkZGQl3d3eMGTMGs2bNwsCBA3Hz5s0q28aTEIlEOHToEOLj47F48WKZ15MpU6bg119/5aWNHTuWm2etbdu2Um+GStpAK1euxKhRo9CyZUukpqaCMYYRI0Zw7ahRo0Zh3rx5UusUCoXo3r07r+2YlZWFNm3acO3nxYsXY9iwYQptb+GBi58+fYKXl5fMvrWdO3dixowZSEtLA2MMrq6uEAgKQgbKOm979uwJHR0d7Nu3r0IGPMrdGV10h6Snp+PgwYO8A1EsFktN8KOkpAQDAwNoaGhAJBLh2LFjiIqKwuDBg+Hu7s6NXCiqcIefp6cnmjZtCgsLC6mRWRUpJycHSUlJuH//PiwtLVG9enXo6emhfv36GD58OK5cuYL4+Hjo6+tzo0pyc3ORk5NTrvF3JBMaCQQCaGpqwtHREWKxmJs0Ji8vD4cPH5YZ86rocgrn8fb2hrGxMQ4dOsS7eVZTU0Pjxo2hqakJxhhOnDiBlJQU1KtXj7u4qqmp8W5IJEP7k5OT0blz5xJfu9DX1+de26wsOTk5MDAwQM+ePQEUPPmysLDgRjkD4Eaia2trc0/Xiu5jWZVMp06doKGhgSNHjiA7OxvZ2dnQ1NSUesVBIBCgevXq8PPzk7m/kpOTsWHDBgD/e42kZcuWsLS0xKFDh+Qe3eLg4AB3d3ecOnWqXDq/mzdvDjs7Oxw6dIh30ZL8tt9bXl4ekpOTy/0C6evrCwcHBzx+/Bjv37+vsMlVoqOjsWPHDl7azZs3y309SkpK8Pf3h5ubGwwNDYvtUMjJycGuXbsQGRkpd+OF/DelpKQgKCgIampqEIvFSExMRFZWFrZs2QIXFxe4uLhIhTuShAh48eIFXr9+jZycHNy9exdAwahFOzs7eHt7QyAQ4NChQzLrLXt7e7Rq1QoNGjSQuqakpaXxjkuBQIBTp06hfv36aNSoUbF1T35+Po4cOcKN9IiJieHO6cjISOzYsQNeXl6oWbMm+vfvj/v37+P8+fM4e/Ystz7JRLFAQWNSX18fzs7OGDZsGE6fPo2YmJgSJzmUPMitUaMGjh07xtUP5eXGjRtQVlZG9+7d4ejoiJ49e+LMmTPftfMpIyOjTNcNSVsjISEB/v7+vDeQvjc1NTXUq1eP9xr3ly9fcPjwYd6Dl9TUVNy9exempqbcRMbfW1ZWFp4/f47o6Gjk5OSgffv2UFJSwtGjR+XuJL9//z7XsVuzZk0uPJjkGLe0tISzszOqV69eLm3b/Px85OfnIyUlhWtDuLq6olGjRgAKbqJOnjyJzMxMxMXFYefOndzbh0+ePEF2drZc9X1OTg4iIiLw+vVr7piMjo7Gli1bcPXqVSQnJ+P8+fNITU1F165doayszHU8Fz6GJeeUZL4RWaytrcEYw7Nnz6pcJ4vkHiIjI6NKdEQDBaPNi7Zhw8PDIRaLuQd+pOIJhUJoaGjAxcUFderUwbFjx8plAu3WrVvLnBfCyMgIpqamvFHJaWlpOHLkCBdzvbwezhaWl5cnVS9973NBLBYjOzube3u78IO9S5cu4d69e4iNjcXDhw+5e78vX77I/XD7e9HS0uLu4Z8/f44rV67wrrGyNG7cGM2aNYOtrW2VDq1RHor2tRSWmJiIu3fvws7O7rvcLwuFQqirqyvUkS3ptyv8loqkf+/WrVvYtGkTXr9+zfXTOTs7w9nZGUDBRNzHjx/n1c8fP37Exo0buX4PKysrGBkZcSHxKsqnT58QExODL1++cPVN4XaGhKmpqVREBSMjI26bCn+uqqqKevXqcZ3N2trasLCwwKBBg3D37l1cu3aN1y9UuPM7MTERR48eRePGjeHk5IRTp07xrrW5ubmIi4vj7gkk12Z5ZGRk4NChQ7z1JSUlIS4ujpcmuacLCwvjna+S+xahUIguXbpw7S3JNpuZmUFdXR1NmjTBhw8fyn3wqNytfUncMIn379/jzJkzcj0VYYxBLBYjPz8fixYtglAoRFhYGFRVVZGZmVnqSdKvXz+uM/x7dkYDBR2Cp06dQrt27bjXeOvXr49169bht99+w+HDhwF8v2D6SkpK3A1zQEAABAIB0tPTcePGjVI7o4saNmwYXF1dcfbsWV5lp62tjQ4dOkBHRwcikQjLly/H8+fPuRiOsuTn52P+/Plo3rw5fH19SxwdLRaLpW6SvserikXVq1cPv/zyC+9VNkV+R8lTpMKUlJQwYcIEVK9eHadOnZIZ1qHweuzs7LBu3TruJkjyOVAwAnDmzJm87wYEBMDHxwcXL14ssTO6cDyqli1b4u+//4a3t3e5dEb//PPP6Nu3L65cuVIhjcaqQCgUYty4cWjUqBE2bdpUITeXkt/53r17XKz6iqSqqopZs2aVGv80IyMDU6dO5aUVnXCD/P8QHx+P33//XSp9zJgxmDZtGlxcXKQ+U1FRwcyZM7mHLFlZWdzs3La2trC1tcUvv/yCjh07IjQ0VOYNoaurK3czVpSsWHuSePm3bt3idZZJ8gkEAmRlZWHWrFl4/PgxLx0Anj17hhEjRmDDhg0YNmwYFi1ahKNHj3KxskuKl+3p6YnmzZujY8eOiImJKTYfUNCpNXXqVNy5cwenTp0q91ElGzduxOnTp9GuXTt4eHjAw8MDvr6+MmN1VhTJ76PotYIxhpUrV8LBwQGdOnWSWSd+D4wxaGhooF27drxjKTY2Fr///rvM47Vly5bfvTNask/S0tJw5swZ5OXlQVlZGVOmTIG6ujpOnz4t94OOwpNG+fr68iYBFggKJqcsPBKuvBQ+j7t164bJkydDIBAgNDQUZ86cgUgkQnZ2tlQ7SN5QDllZWTh37hwvRubnz59517Rly5ahUaNGXLtV1rGmpqaG2bNnc3FsC5O05xo0aAA7Ozu8e/euynVGlyU+aWXYsmULtmzZQp3RlcDHxwfNmzdHREREuXRGDx48GL/88otceSXtjPIMeVSVPXr0CK9fv+ZCUDHGsHXrVm4k5u3bt3Hnzp0for19/fp1jBgxotR87du3x8KFCwHg/3WM+JiYGMTExODnn3/mwklV5LW56LJl9c1I+ujkKUtISAguXLjAy9u5c2cEBgYCKBgQUbTv4+XLl9wxoquri3v37kEkElV4Z/Tr169x+fJlXln9/f250d4SZ86c4e5RJAwNDXltHsnn2traqFWrFm+whGTOrg0bNuDatWtcetH75g8fPmD06NH4448/0LBhQyxatEhqUuCi57y8/VIpKSmYPHlyqZ3Exd3TSSgpKWHatGlo2rSp1PoFAgF8fX1x7ty5yuuM3rlzJ1cYLy8vuVcQGRkJPz8/KCkpQSwW49WrV1w8E6Cgkbd+/XrcuHEDU6ZMqbIX33v37iE6Oho+Pj549eoVpk+fDm9vb+zfvx/GxsaIiYnBlStXvltneXx8PHbt2oWmTZvC3t4emzdvxtWrV7mJZ8pq3rx58PLygqamJo4dO4Z169bh0aNH3FMgBwcHODk5oVq1amWK+ZSeno6BAwfynvbo6+tzkyd+T7Gxsdi1axdcXV1hbm6OkSNHyj3zfPv27TF+/HjMnDmTe9Xbz88Po0aNQqNGjUrcN8HBwQgODsa7d+/QsGFDLl0ygaEkRpis19zlNWfOHIwePRpAwUgngUCAxYsXIyIiAmPGjKlyT9pLUjhOVrVq1dCuXTup+E3lqVOnThg9ejSSkpJw4sSJCokTDRSM2jp16tR3C09TVn/++SdatmwJoCB0x19//VW5BSJVmkgkwpkzZ/D582ep+vzTp0/cDZdQKMS///4rs3FcUsfe/PnzMW7cOO5vsViMP/74g9fWkKhTpw5WrFjBazg6Ojpi6dKlvPXevXsXM2bM4K2nWbNmOHPmDJYuXYpLly7Jt/Fyql27Nk6ePImgoCC5Zo5XREJCAnr16gU/Pz+MGzcOrVu3hqmpabETuZW3SZMmQUVFBSNHjvzmEVCMMZw7d46b36KiMcYQGhqK+Ph4nDx5Et26deNePa5ZsyaOHj2KvXv3YsuWLRVeFnlcuHAB79+/l6qjbG1tcfz4cezYsYNru8srPDyci5Otp6dXIW0zxhiUlJTg4+ODmJgYnD9/Hlu2bMH169exZs0aNGrUCKdPn8batWtx4sSJcl9/Ue/evYOfnx+EQiHEYjEv1vmQIUPQp0+fYkN03Llzh+ssV1ZWRqNGjb5LOBx5ubm5wcbGBt7e3rh8+TLmz59f2UUi5P+18PBwxMfHo1+/fnj69Cnmzp3Lu/ds1aoVpkyZgvnz5/M6t35k+/btw4MHDwAUvFFUUfdVP4rQ0FA8e/YMvr6+codoVCRmtCTOr2QQJVBQn+/cuRPnz5/nPRjo3bs3V4ZWrVqhRo0aAAo6OCVhSyXq168vFe7G1tZWrjIBBW/EDBo0CC4uLhgxYgQEAgGys7Nx6tSpcgvJY2BggA4dOsDHx0eqDZqRkSHVJio68WpJsrKycOjQIQiFQq4/VEVFBaNGjeL12VhYWGDt2rWoW7cuxGIxJk+ejFu3bnEPqpWVlbFmzRreINKcnByMHTuW94Z+ZmYmRo0ahdjY2BLLlZOTU+JbmWW1detW7N+/H0DBfCJLlixB06ZNYW1tjdOnT5fbgES5O6MLD2GvXbs29zRPT08P1atXl8rPGENMTAzS09N58R2LUlJSgoeHB1RUVFCnTh18/vyZ26GS0An6+voQiUSIjo6utBi7SUlJ+Pr1KxISEvDu3TucP38eHTp0QMOGDZGRkYHY2Nhyecoj78VG8qqPnZ0dhEIhatSoIfN3KMmnT5/w9u1b3k2es7MzPD09ARS8zhgSEgIA3AXNwMBA6sJTeIIaS0tLCAQCxMfH4+PHj1Ijv/Lz83lxyUxNTWFjYyN3nM/ylJWVhXfv3qFevXowNjbG1atXeRcBia9fvyI2NpZ30tWoUQPt2rXD33//zaXVrFkT3t7eiImJQWRkJLdfGWN4//4991pTeHg492QxKysLr169gpKSEjIzMxEaGipzAk4tLS3UqFEDenp6UFJSQq1atbjQMGlpadDX1+cmuZSUxcbGBnp6elyny08//QQtLa1SJ0MsK8mTzors6FZXV0etWrV426CpqSl17ZBFW1sb5ubmUr9lUTo6OrCyskJkZGSFPVzS0tKCmpoaPnz4UCEViDxMTExQu3btUvN5eHigffv2AEp/M0VFRQVWVlZITU0tl9E1pGowMDDgvbYFgPdAKC8vD1+/fgVjDPn5+YiKipLZESm55gIFD6I9PDy461hRiYmJ0NHR4Tp2UlJSEBcXx00cJymXkZERFi1ahCdPnki1NWJjY/HixQuoqKggJycHOTk50NXVhbW1NUxNTbm5LCSd5nFxcXjz5g2srKygqakJa2vrYsuXn5+Pt2/fIjExEYyxUl/5TUpK4k1SWLNmTW5kTHnKycnB5cuXuXrazMxMZtnKMhlOSVRUVKCrq4umTZvCwMAAampq0NHRgZmZGT59+iT3qLecnBy8fv0a5ubmMDQ0xMePHxEdHc1N/FRRE5ypqalBS0sLiYmJePHiBV68eAFTU1O0adMGlpaW0NbWRtu2bREZGSkVW7XoBH0VQUdHh3fTyhhDQkICb4Krwm2NmjVrluk14MTERG7y62rVqlVYfS6Z9Kp69eqIjo5GXFwcLl68iIyMDFhZWaFdu3Y4fvy41Pe0tbWhr6+v0Jws6urqMDIywtevXyEWi6Gnp8cd+6mpqUhLS+PaZEXZ29ujbdu2xS47MzMTUVFR3Ho8PT2hoqJSZUZ5mpiYwNbWFkpKSlLXcEIKk7xCX16Tyefn5yM6OprreDQ3N5cZ511VVRX29va8eionJwfv37+v0AFqX79+xcuXL2Fubg6hUAgDAwMIhcIS6/JvqTdzc3Px9etXfPjwAR8+fMCrV6/w7Nkz7noroaWlBWtr6yo7maek70ASx19C0v7/+vWr1CCbqKgo7jqppqYGOzs73n7MysqqUpM1VjTJJN/6+voQCATl2kbT0tKCrq4ubGxseGH0VFVV4eXlxRssJ2kvShgZGfHq/KKhdhwcHLjwFRKampoQi8V4//59qedsfn4+rl27BmVlZa7fRywWw8DAAEpKSmWuN9XV1bnQP9WqVeNGL0tCpkiuQTdu3JDZxyIvyUSFEnXq1IGqqioePHiAr1+/cm1BU1NTNGnSBBoaGkhMTMSTJ0/w6tUrGBgYQCAQIDk5GXZ2dly7WSAQIDMzk3e/ER8fjxcvXuDSpUvf9dyIjo7mrtPh4eHc9enLly94+fIlhEIhRCIR174sjw7pMgXlCwkJQWpqKnJyctCnTx+sXr1aKo9IJIKPj4/csU+bNGmC27dvY8qUKVi/fj2AgsmODh06BA0NDaSmpsLX1xcaGhrFxtitaJKJ7ySjJq5evcq9BlmZE9hkZmbC39+fN/ulPKZMmQKhUCh37OHijBgxAn/88QeAgocLQqEQK1euxJo1a0pd9pw5c9C3b19oamp+9xAs8jp//jwGDRok1yuvknh3V65c4fKLRCIMGjSI60At3EEfEREBV1dXAAUVT3H7q0WLFti3bx/U1dWhpKSEM2fOcBf8I0eO4NWrVzhw4ADv+NHX18egQYPKNX55Sb58+YKOHTuiXr166NSp03c7R3/66Sfcvn0bkyZNKnHSD29vb2zfvh2DBg3CoUOHis138OBBnDhxAj179oSVlVVFFBleXl6oUaMG1q5dW2md0ZMnT+aNMC2OIsePlZUVwsLCEBQUhGnTpn1D6UhV0rdvXyxatIiXVrhjLCEhgZvITdIhXZqcnBzs3r27xOuEv78/NzfCkSNHMHbsWN7nI0eO5EZ4yPL06VO4ublxYSMkIy9cXFywePFijBo1ipd/wYIF2LRpE65fv46IiAj07du32Ov+58+f0bp1a678pY3qCAoKwu7du3lplfmGSnlfn62trdG9e3coKytzI03at2+PrVu3on///jh27Jhcy3n37h08PDwwceJEzJo1C0DB8bVjxw54eHigefPm5VpuiTp16sDHxwenT5/Gs2fPABSM5jp+/DhOnDiBFi1aACgIldWnTx/ed2/cuIFbt25VSLkk2rdvz7sxZIzh8OHDePXqFZdWUlujqpHMYWBiYoI///wTs2bNkmvSLi8vLzRq1Eihkf4ODg6oU6cO9uzZg7S0NAwaNAgqKipgjGHnzp2lhtcpSfPmzbmY+AKBACoqKnjx4gU3e31VkJKSAl9fX5mDLQiRkEwwd/v2banJ7ssiMTER7dq14zomd+/eLTPcT82aNXH16lVeJ9bTp0/RqlWrCpurBQDOnj2Ly5cvY9euXejcuTMCAgLw4MGDEidg/5Z6MyYmBnv37kV+fj7EYjE6deoks+9AUq7yGila3qZMmYJ169bh+vXrvHQLCwtcuXIFu3fvlgqFUFj9+vVx4cIF3jX81q1b6NixY6UMTKsskoml37x5I/VAAij7sebh4QFnZ+cKeRvu4cOHePr0KS+tefPmcHFxwS+//IIHDx7I9RuGhYVxoSCMjIxw+fJlpKamlrnebNiwIVq3bg2g4K1LSRtIJBLh8OHDXP9SeY/Il/xuP//8M+/6JRQKERwczN17uLq6ctsrEAiwadMmAAUP6Pr16ydzkOBff/2FlStXfnMfnSLy8vLQv39/rjyF71Hu37/PhWbU1tZGaGgoGGPcyOlvUabO6Pz8fAiFQjRt2hR16tThetCTk5Oxe/du5ObmQiwWlxrG4dq1a9yEQBYWFujRowe8vb25zo+6detCR0cH7969Q1RUFGxsbOR+naGi5OXlQVtbG82aNYORkVGlN/YlT539/PxQq1YtLoa1PApX8o6OjvD29oa1tTW+fPmCXbt2cU/L6tevjxo1akAoFOLjx4+4desWHBwcUL16dfz+++/w9PSUetqdk5Mj1+QQly9f5p6ExcbG4vHjx6hdu/Z3GWlUkvbt28PFxQXa2trIz8+Xelr35MkTrFy5EpGRkVLfzcrK4i4eTZs2hYeHB/bv3y/zNQuxWCy1bEtLS3Tv3p1XETk4OEBbW5tLkzw9k8S3VFFRkYpTmJaWhjt37nCvqNevXx+GhoYYM2YMd44WV66SXLx4EV++fJEZozwzM7PcG4+SeIeOjo6oUaOGVAWtrKwMHR2dUived+/eYdOmTaW+wZCXl4e8vLxybRTl5+fj0aNH3IVd8urs99K8eXO4u7ujWrVqSE1N5TpbFJWamgo3NzfUrVuXG1X66NEjXLx4Ef7+/rxRkeTH5u/vzz2M8fLykjmiSSwW4+nTp/j48SNycnIUHsVUWmzVwsurW7cufv31Vxw+fJjrVLl16xZWrVqFjx8/yvy+WCyWWQ+lp6cjJCSEOx8lD3Il9ZakQ73otblu3bro2LEjTpw4gTdv3ig0AZLkulLRtLW10b9/fy6cWt26daGtrY3Hjx+X2zUtJSVFKowUYwyqqqo4d+4cbt++jfT0dLx9+xabNm2SWU927dqVuwZGREQgNDQUwP9+s8jISISHhyM9PR2MMeTk5CAqKgrKyspo0KABbwKssnr58iU3gl8y8tjf3x9mZmbYtWsXcnNzkZ+fj71793IdjkDBjUavXr24cDK2trYQi8V48uRJud84GBsbw9bWFiYmJrzrqlgsRq9evVCzZk3s3r2bu8kqrgPDzMwMvXr1wrVr16TiFBZmY2ODrl27AigYwfby5UuF5yMpjaQOV1FRgbq6OtTV1dGmTRsIhUKcOHECT58+RY8ePdCqVSuuzS8ZlWNubq7wfYBkkISDgwM3wbiysjLEYjGvPeHm5gYXFxfs3buX60ALCwvj2haWlpbo0aMH7zuS9kdhlTn5poS+vj7q1q3LjYbOyMgoU9vMwMAAffv25d6G3b9/P/eGqqurK9zd3QEUtN/379//XcLpkIohFotx9OhR3L59W6HfsW3btrC3t8fOnTu5UXJnzpzBp0+f0K1bN25ZRUfSSgiFQqk3kL7HqGBJHX/kyBHExcWhX79+SE5Oxs2bN9GtWzeYmpri0aNH5XZMi8ViXp9BcXWFrLZHVSKZDBUo6DsYP348gIJOxeImR//pp5+4B8mWlpbQ1dWFsrIy8vPzsWfPHoWPuf8CycPLGjVqwM3NDc+ePeMmBSwuf0l0dXW5/hpF60hjY2PY2dlx93XFKXoMAwX9UIwxboJzoOCe86effgJQECv54MGDvO+IRCLuGFdXV4eKigqqV68ONzc3nDp1CpGRkaU+dK5Xrx73dqG1tbXUcRcTE4Po6GikpKRUWF+dpN0la38Xbu8rKyvz2gXZ2dl48uQJ9PX1YWdnB2tra6l9L3mb83srrg1Z+DcTCARQUlKCvr4+3NzcAPyvn6Ms+7rMLSYNDQ20adMG9evX50ZDff78GVOnTi31IsoYg0gkwsmTJ7FkyRIABTe73bt3R7du3dCtWzcuH2MMT58+xYMHD7gRpJWtWrVq3Gvrle3ly5eIjIzEmDFjcO/ePRw5cqRMrzW5urpi+fLlEIvFePPmDaZNm4a0tDQIBAK4uLhwjYjIyEhER0ejRo0aqFGjBvf7Fa5EBAIB78lU4eD4RRWeOEdCT0+vUjqjJTcsYrEYffv2Rf/+/WVOtggUTDAheZACFDSmZL022rp1a8yfPx/h4eFyd/rWrl0by5cv5y1Pcs4A/9u/kvTifu+srCxerFMTExPY2Nhg0aJFEAgEyMvLU6hcEocPHy72oUdx++FbCYVCNGvWDGZmZlya5LiSbH9pDZmHDx9i4sSJcq/vWxX+bfLy8rjZa5WUlNC7d2+pV50qko+PD6ZMmQKg4HW5kJCQMr/+2KFDB/Tq1Ysbsfrvv//i0qVLGDZsWJW5LpJvIxAIMHToUHh7ewMoftITkUiEmzdvKnwNkZfkHBcIBGjWrBnc3Nzw4sULfPjwAWKxGFevXsXVq1dLXY7kgZbkGqGkpISTJ0/i5MmT3HpkfUcy14XkcycnJyxduhSRkZF48+ZNOW5p+dHX18e8efO4OtTZ2Rk2NjZ48eJFuXVGJyUl8a4hAoGAmwdi79693Cj5Bw8ecHEiixo8eDAXm/iff/7hOqMlIiMjuTBhQMEx+PbtW0RHR8Pa2lrhzuiiE7EIhUI8efIET58+hVgs5h50/vrrr2jdujWOHj2KvLw8MMa4t/UklJWVubkmAHA3E9HR0eXSGV34OLWwsJB5XRUKhRgxYgS8vLxw5MiREtcrEolgbW2NJUuWYPr06cV2RguFQjRo0ADLly/nXh3esGFDhUxUXPTG2sfHBy1atICbmxvMzMzQvXt37h8AvHr16pvjqxeuc2W17dq2bYupU6ciLCyM64w+deoUN3lRq1at0LVrV+56IokbKWvbyjKJZ3mQlMfExATt2rWDQCAoccKwwu3JosRiMUxMTLBw4UJoa2tDJBLh3r173PXe29sbc+bMgUAgwO3bt3HkyBHk5uaCMSa1b0q6DyBVg0gkwsqVK3kP3uTRs2dPdO/eHSdPnuSuFbt27cLFixfx4MEDmJqaApB9zklU5iSb27Ztw8WLF9GlSxe8f/8e586dw7hx4/DTTz/h+fPnXOfKt5zPP8okosUpej5L7u/d3Nzg6urK2zdF95NQKETbtm2xYMEC7veXXHPy8/OxfPlyPHz4sKI3oUqR3CsLBALUrFkTlpaWiI+PR1paGq+dJs9xU3ROJXnyF81TXDtDHm/fvsXLly+5PiPGGHx9fTFp0iQABfGxDx06VOL5IxKJUL16dbRp0wZbt27FlStXUL9+fa6TV9Yx1bRpU9SqVUtqWZK23ps3b3DlypUybVNFKnzvJBQKYW5uDm9vbzg5OVXZefOKY2xszB03mZmZePnyJbKzsxXuQ/nmx/evXr1CQkICzp8/jzdv3sjVEH/+/Dm8vb1LfWXs48ePCAkJ+aFnXi3vuIwV7c8//0RoaGiJv6NYLMapU6dkPv2sXr06OnTogJEjR6JLly4AwIVQqMp0dHSwZ88eXLx4kQsvkJKSgsGDB5c6kaC5uTm2bNkCe3v7CivfjRs38OeffwIoGKmydetWfP36FVeuXJE7+P758+dhamqKzp07V8jIHT09PWzdupUbLVleirs45+Tk4Ndff+XiN5XXzLx169ZFs2bNeBM/lEVsbCzOnTvH3YSlpaXBzc0NS5YskStWc3m6d+8etm/fDqDgiey3VniXLl3iXkuv6NfTyffHGMPkyZO5J/W9e/fmJkSVePToEe7du1eh9fOlS5fw+PFjdOnShatvli5din79+mHo0KFyv8Y6ZMgQ9O7dG8OHD4eOjg5Wr17NayyFh4dLvVbavHlzhIaGYv78+dyreBcuXECrVq2+aXLZyqCjo4O+ffviyZMnvIeoZWVubo6AgAAABSNCunTpwo2inzp1Kvz9/TF48OASj40///wTS5cuBYBS5wIxMjLCgAEDuPaUZP4FRYSFhXEPENq0aYPAwEAudMHgwYOltu/kyZPYv3+/zDB0FYkxhsuXLyMjIwNbt27lJhMqjrW1Nc6cOVNsJ09eXh5+++03PHnyBG3atOHFOyxMW1sbW7ZsgYODw7duQqkaN24MJycn3qCDDRs2YOfOnYiKiuI9dC5P58+flzrWCsc23b59O0JDQ3mhTwq7f/8+9yqwlpYWtmzZIvP3sbKyQkBAAK5cuSLzrYCK4urqinr16gEAb5LwkrRr107mxOeMMYSEhCA5ORn79++HkpISGGNo0qQJFy5GSUkJwcHB8PX1Rb169XDhwgX8+++/OHjwIDZs2MDrKMjIyMDQoUOLfYuF/LdJJoeVFYtaV1cXfn5+322SXVni4+PRpUsX3v2Urq4ufvnlF+6B9Llz50p941sWZWVl+Pn5ISIiAjt37vzhOpwk95yFr9dqamq8eMQXL17kwh2Fh4dz6dbW1ti4cSPs7OwgEokwatQoiEQirF+/vlJ/78q2cOFCtG7dmvdQvV27dnjx4gWGDRvGdej5+Phw96Ky+pOaNm0KR0dHAPKHVLS2tsbAgQN5acXNjSIPyYTEfn5+iImJwenTp7FhwwbuIW5KSkqJx3xKSgp69uzJdTy/ePECGhoa6N27N3fMXbx4kYubXNo9enJyMk6dOvXNE2hXlIiICNy/f59rH2/fvh3Hjx+HtrZ2se2zH0FOTg72798PNTU1tGrVSqG+z2/ukUpLS0NaWhru3r3LdQZVq1aNGzGSnZ2N169f8w7E9PR0qVhDsmRnZ5fLJAryqoiOY3mXV9md1snJyXj48CFu3rzJjZrR1NSErq6uzNcPiovvnJubi7i4OIhEIq6iUnQEU0pKChISEmBkZFQho2yL+vr1K5KTk+Hs7IyMjAw0bNgQ6enpiIiIwPXr10udiE1DQwPNmjVDXl4eHj16xHszID4+Ho8ePVJotFR6ejoePXrEOx7u3buHa9euwdLSEkKhEHFxcUhJSeEmC5B17BRNj4+PL3FkwrewsLCAra0tPDw8kJiYWGJntKLHura2NnR0dBAZGcm7cczKyirTZASlTexUq1atcokVnZ2dzT1wEwqFqF27NjdBaExMDF6+fFnhr+1ramrC1tYWqqqqZb6Wyvq9CjfYs7OzUb16dWRmZnINdXV1dTRs2JD3nbi4uCobF55IK3wOW1tbw9PTE4aGhtwNxMePH7nGYdFjpPAI1G+RmJiI7OxsfP78Gfr6+tDT04OjoyN0dHTQuHFjuSc1tra2hoeHBzeBq66uLiwsLHivsBdVrVo1eHp68ib9SkhI+GEm5kxKSuJuDtXU1GBvb49Pnz6VS1tDQ0MDVlZW0NHRgb6+Pjw8PLj6vk6dOtDX1+e1GyQTQr569Yob9aNIqCChUMhNMFj0pklbW1uqjRETEyPVES4QCKCtrY1Xr17h06dPSElJga2tLSwsLNCoUSNYWFjwts/d3R3R0dFS17GEhATEx8fjzZs3MDIy4iaRBvgTGaalpclV7+vq6kJFRQWvXr3i6gPJ5N/JycncZODFUVdXR7NmzYptK+Xm5sLJyQn3798vtd2tra1dptfj5T2mlJWVYWhoiBo1aqBmzZq8z6KionDjxg0ABfvu4cOHsLS05E2U+q3liouLK7EelEwsVpzU1FRcu3YNQEG79sGDB7y6UElJCbVr14aWlha0tLS+2wRkubm5SE5ORlJSEjcHRUpKCjeCOT09HXZ2dlBSUuLaJMrKyqhduzYcHByKHUjx+vVrKCkp8TqQDQwMeK8Tv3//HrGxsdxr3jVr1oSpqSlsbW15Mc4zMzPRoEED3jkiEol4xz0pf4XPge95n1mzZk3UqlULX7584dJiYmJknn96enr4/Pkz9PT0eB2c31NOTo7UwAoVFRVYWloCKNh3pqamUiOA37x5g7y8PBgaGha7b4VCIczMzJCWloaGDRviw4cPVbajrChLS0vu3k7SFkpJSUF2djavji382+bk5KB69eoACh7s2tvbQyQScX0MkpA/nz9/xvv37ys0LnhVpampCVVVVal75eTkZG6fCIVCaGlpcfsyPT2da6uqqKjAwMAANWrUkPt+VSwWIykpCXl5eSV+pyzXCYFAADMzM+Tl5UEgECAqKgrR0dGwt7cvNU5zfn6+1CAJc3NzWFhYwMTEBIwxmJmZcW8omJubS7UfJOX+8uULd1xV1fjjqampvHZGae2OqkgsFuPFixdQUlKCjY0NYmJiuJDK5ubm3Nsw8vrmzmhZr6L9/PPPXPiGJ0+eoEWLFj/ExaYyO4Mre/T08ePHcebMGV6sFwcHB7Rr105mYPXixMXFYevWrQgJCeGejira+XnhwgXcvXsXQ4cO/S6N+evXr+PBgwcYMmQIWrRogVu3bmHEiBGYMGGCQvF69u/fj4kTJ/L2YXBwMPbu3avQcu7cuYNmzZrx0iQX1ZkzZ8Lf3x/BwcHc63DFHTvf85iaOXMmBgwYADU1tVJHaitariZNmsDV1RVt2rSRepWrLPGU5s2bh549exb7+YMHD3ivh5cHLS0tHDx4kLs5W7BgAbZt21bh8aAcHBxw4cIF3LhxgzdaQRGl/V716tVD7dq18fjxY66DydnZWaphv3jxYsydO7dMZSCVa8+ePTh8+DD69evHNQKLhmYqrDyvPenp6QgODoaTkxN8fX0BFNwgXbx4EWvXruUmz5VXREQE3N3dsXTpUowZM6bcylnVHD9+HCNHjgRQENNY0tFXnr+NZKKc0toIixYtQtOmTeHm5lamm/CEhARs374dzZs3h6enJ+8zV1dXqRBuY8eOxebNm3lpGzZsQNu2beHm5oaQkBBcuXIFu3btQrdu3XDu3DmZnbk9e/bk4idLrFixAjNmzMDQoUPh7OyM0NBQqKmpQUlJCd26dePawxcvXpTrmuvl5QVTU1O4ublxnYcikQiMMXTo0EGu6++1a9eKbSupqKhgx44duHHjBry9vYu9QUtPT4e/vz98fHxKnOBXFnmPKSMjIwwcOLDUEXH37t2Du7s7Vq5cid9++02hspSlXGWRkZEhFT/ayMgIt27d4j3Y+B4+ffqEXbt2YevWrTKPY0NDQ1y5cgV37txB3759ARQ8bDt9+jQSExOxZcsWmcsViUSl7kOxWIxjx45x+VRVVdG/f3+EhobyXpFWVVXF1q1beQMBkpOT4erqSqOlK1Dh3+973hPMmTMHnTp1QnBwMPdQrrhrT2pqKnbs2AEXFxcuNFhV5Ovry+vvyMvLQ5s2bfDx40cMHDiw1HrQ1dUVN2/exJgxY4o956qawMBA/PLLL9ybaYwxXLx4kZtnQ6Lwb+vg4IC6desCKOiI37lzJ27evIlLly4hJycHTZo0AVBQJy9evLhSJ3KuLJMmTSo2/J1kfwiFQvj5+XHtm7CwMISFhQEoCMPUv39/hUaXZ2dnY8+ePaXOAVGWjmhZ1NXVsWfPHsTFxUmdO4pq166dVIiXohhjOHHiBD58+FBlO6L/KzIyMtCzZ0906NABR44cwcKFCxEUFIScnBy4u7tjyJAhCi2v3N7Vd3R05EZDa2lp4c6dO3j48CFevXol1+yV0dHRWLhwIdq3b48mTZrgwYMH/y8bKJU1QlokEnEnr7q6Opo0aQJra2vuQidvuSQTP+Xk5JT5AYRkAqObN2/C0tKywkMaiMVi7hhVUlKChoYGxGKx3BXkly9fsGzZMjx48EBqmwvvV0XKU3Q5hoaGcHBwQGZmJiIiIpCVlVWmEc6ZmZm4ceMGrKysyvWGSTIRUUW4fv06wsLCyu0JuqqqqsxXWLOzs3H//v1ym3He2tqaC/mirq4OU1NTrkGXl5dXoQ0woVCIgIAAuLi4QEtLq0InVJLEPpOc+0DBzfHdu3fRsGFDboKJqjCpEykbkUiErKws5OXllfts1PKuv/D1TigUchO3yktZWRm//vorbt++jV27duHs2bPcZDGvX7/m8mVlZWHNmjVwcXFBjx49eCEoJA4dOoSXL18CKAg54OPjA6Cgc2Xr1q2VOrFxWloaVqxYgWfPnnHXy9jYWCxbtgxWVlZo3rw5Hj9+jJSUFIXbGiKRCPfv3+fCozg5OXHn9atXr3DgwAF07twZtWrVwtixY3Hr1i0cO3YMKioqMDY2xoQJE3Djxg2cPn2at9ymTZuiXbt2XLkASO3zvLw8WFpaSnVG16xZU+ZxUPQ4lYzK/f3333Hr1i0cPXqU62xTV1dHREQETp06hd69e3MPDYtOOiNJAwpGo0ZHR2Px4sVo3bo1PD09eXltbW0BAFu3buVGkHXo0EFqrgAzMzPo6Ohg1KhRXLkkCtcRvXr14o00lTAxMZEq4+fPn7Ft2zaIRCIoKSlh4MCBqFWrFqZOnVpqu0FJSQkLFy4EwJ+r4lswxvDw4UOYmJhg8ODBMjttWrduzW1HdHQ0du3ahVOnTiE9PV3hG5vvpWgdXrR9UrduXW4EdUWM/hUKhWjcuDF0dHSQn59f7M3+ly9fsHHjRmhra3NtEjU1Nbx+/RrJycnffE0vGuNUMjlk4WONMYZHjx5xba/atWvDwMAAY8eORXh4uEKTr5OqR0NDA2PGjOGu3xoaGoiIiEB2drZcx1d+fj7ev3+PsLAwqbdRKktycjK2bNnCq8+NjY0xaNAg3L59mwtNoaWlhebNm3PH/YMHD2S+FSO5v1RkgFdlK3xvFx8fjxcvXiAuLq7E37To3EEikYjXJ5Ceno5r167h3bt3P8RAxYpQXBuxWrVqGDt2LO7evYsrV64gODgYL168wMCBA/HhwwdujhQHBwcoKyuX+vb469evsX//fgDlV5/Lo1WrVvDy8oKFhQX09PQwbdo0nD17tsTJkwtLS0vDqlWr4ObmBj8/PygpKZV43sTExODt27f48uXLD9sRraysjMGDB3Nvg50/f17h+P3fU05ODp49e4YFCxbgzp07vIcoysrK3zdMB1DQ+HBycuKlXbx4Edu2bZP71fCoqCjMmjULurq6aNSoEW7duiVzBM23dNZWZEevrGV/r45lSUza8gq/oKmpCS8vL5kxoeWlpKTE3SCKxeJSLw5FD1yRSISwsDA4OTlxndEVtT9LmsBF8rlk1l9Zjf3k5GTMnz+/3MsloaysDFNTU7Ru3RpfvnzhXhMti8zMTFy5cgXu7u7fffSOPGT9xhcvXvwukxBkZWXh6tWr39xJLDkfra2t8csvv0BZWZmrRCUPPsqrsiw8UWhhqqqqGDVqlMxJEks6j0p7pVPec/DDhw+IiYmBhYUFtLW1v0u4HfJjUuS6LmlMS+o6Rc4jFRUVjBkzBmFhYTh48CBCQkK4NyAK151ZWVlYtmwZ/Pz80KVLF3Tp0gVdu3bl6ijGGF6/fs2FB3Jzc8OCBQsA/K/hX3jCt8IPaSQkdUrRTvbykJqaynUmSiQnJ2PevHkYO3YsBg0ahA8fPnCdBvKSzKJ+8+ZNrm3Wo0cPbvseP36MGTNmwNLSEg0bNsSff/6JPXv24NixYxCJRNDS0sK0adMQFBSEkJAQrj5VUVGBu7s75syZg507d8p8GCgQCKCqqgp7e3suZm9hhfex5HpbtINaKBRCW1sbU6ZMwd69e3mdvkDBaNwZM2bA0dFR5iugkt+ssE+fPmH27NkQi8VwdXXl3Rza29vDzMwM48eP50aRde3aFc2bN5e5f//44w/s27dPqlySa/yAAQPg4+NT7PFS+FyIiYlBYGAgcnNzoaqqitatW8PJyQlz584t9Vw7efIkOnfuDKCgLfjrr79CT0+vzNdwSfvv7t27MDIyKrZ+bdu2LTcRzsWLF7F7926cPHkSYWFh3KTmEpJrhqJtQmVlZanjoqRO3G/l6OgIKysrPH/+vNzWU3giQKFQCFdXV+jo6EBVVRV5eXkyj4+srCz89ddf6N69Ow4cOADGGNLS0rBx40ZkZGSUa7u6uN9EJBLx3pbS1NSEk5MTJk+ejCNHjuDEiRPlVgaiOJFIxE3YKi/JNVEgEEBNTQ0TJkzgPjt69Khc4TgL+/DhAz5+/AgLC4tKn+wyPz8fsbGxmDt3Li/0ooODA3r37o1Lly4hMDAQQMGbgB4eHlBXV4dYLMbLly+Rnp7O1ReSieok7f/K3rayiouLk5pouLCSrseFO6gzMjJw+fJluePjKikpQSgU/r8I52NsbIzAwECsXbsWoaGh2LhxI8LDw9G7d2+8efMGly5dKrE/oqiXL19ixowZAAquub/99ht0dHTKtR9NVlrbtm0xadIkqKiooFq1apg1axaSkpIU6oxetGgR+vXrhw4dOgDgX2+KTogbHR2Ny5cvl2mbZPneA0MlIVnGjh2LevXqIT8/HykpKVW6MxoouOeZOXMmL00sFiMvL0+uhyUSP9xQtW85OCrywCpuRm1FD+iylDE/P58bqVVRjWpFyzV27FjY2NgAKJjgbOzYscXmNTAwwK5du3ixAePi4tCvX79vKoO83N3d4eDgUGwAf8kswFOnTsXFixcrpAzF0dbWRnBwMJSVleW+iP/IKjtcTXnIz8/H0aNHkZmZifXr12PSpEno3bs3gIKJKCdMmFBukxr9/PPP+P3336XSBQIB95qcrM+KU9ornYr8PowxnD59GqamptxkpoQUpeg5P2HCBNy8eRNA8XMXlKRx48bc6BKJmzdvSp1HV69ehYeHB4CC1+937tzJ1VELFy7kJjwsHFPa0tIS58+f5zWS3759i4EDB/I64erWrYvNmzdj8+bNCAoKUngbyoOi+z08PByPHj3iRpNLpKWloX///iXGgJ4+fTqCg4Oxc+dOdO7cGY6OjpgwYQKioqIQHByMrKwsBAUFFRviqU6dOrh8+TIXv7OorKwsBAQEoHr16vj7778xadIkboJFCUl7pDSTJ0+W+XC5Vq1a2LZtm8zvbN68GRcuXEBQUFCJb3ItW7YMO3bskEqXtIFk8fHxwaxZs2Bvb4+0tDQcOXKk1JH379+/547BvLw8DBo0CG5ubtiwYYNCb6hkZ2dj7969sLe3R5s2bcpUPz9+/Bjh4eFITExEcnJysRPbjBkzBgMGDJBrmZLvK9q2Xr16Na+dKRKJ8Ntvv0mF/ypPmpqa+Pnnn/Hy5ctyeageHx+PEydOQCwWQ0NDA7169UKTJk0QFhaGZcuWcaPgSnL58mW8evXq/9i77rAorq/9zu6yLL33DgKioqFaUBS72LD3roktRmNMojHdNGNsMbH33ntXbGBDxYJIVaT3Xrd+f+wz99thd2EXFsT8fJ8nT2R2Z+buzL33nHvuOe+L6urqd6aTExkZidjYWAwfPhw9evRQO3D5AZrF7t27sXTpUrXEeTt27Ih169YhPT0dO3bsYHwmyxWtKug18/nz55GXl/dOMxw///xz8Hg8uQzn169fo2fPngzf49WrV+jevTvmzp2L8ePH4+TJk+DxeNi4cSMJRBsZGeHhw4dYsGDBey1SVhfqGvvt27eHs7MzAGligDqbm1988QX69u2LiRMnEiqr/yUkJiYiJCQEWVlZ0NLSwo4dO1SiR1OG5oijbdy4ERcvXsTu3btRUFCA+fPnN6jfX7x4kfjhdnZ22Lt3LwwMDAAAly5dIpoxshtGmkBzxyLmzJmDadOmwdXVFU+ePMG8efPe23ni5s2bCAoKwooVK0iCQX1o0mC0hYUFKIqCpaUlsrKy6hRhkQVFUbCysgJFUXWqsWsaLUHAsCFtkEgkyM3NhVAoRGBgIABpQCwmJqbORUurVq2IKn1ubq7Cjt/Qdjk4OCAgIACANCtLEbc4DS0tLXTo0IHQvCQmJiI7O7vZFIeNjY3rVG83NTWFv78/Q7RF03BwcCBtKCkpISXgbDYb7du3h0AgUDsY/a5FMZVB1XbRpd2aFjRJSkoiXJ4WFhZwcXFBYWEh8vLyGt3nSkpKUFRUhIyMDBQXF8uJLlIUBYqi4OrqCgcHB8TExDRqt9/a2pqMs5aI/Px8iMViZGRkwMDAAP7+/oiNjSUOvr29PaytrfHy5UtS+q8q3NzcGGJIH6B5cDgcWFhYkAWVsmqZ5pxrKIoCn89HTEyMyhlG6enpiIqKQtu2bWFgYEDGjEgkQkxMjMJxL5uVYGpqiocPH8LT05MIc9XU1Midy+Px4OfnRwRUWrduDVNTUwQGBjKC0V5eXggICCBq480JiqJgbm6O0tJSvHz5Enp6eoRKRxFqamqQn5+PjIwMpQtBel6rDfq3JyYm4tmzZxCJRNDV1YWtrS1sbW0hEAhga2tbrxAll8uFjY2Nwg3j1NRUvH79GlFRUbCyssLDhw/h4uJS57xoZmaGwMBAFBYWEltAbxDKUrbIIj8/Hw8fPlQoNJOZmYm8vDw8fPiQBGEcHR3JookGnR338uVLRn+wsLCos2zX398fhYWFyMrKQkZGhlKbQY/D4uJi2NjYoLi4GGVlZYiNjVX4jmlfw8nJiYgkyUIsFiMnJ6deEcG6xn95eTl5t3w+H48fP4adnR1sbGwYtkC2bxkaGiIwMBBv3rxBVVUVcnJyNDK/eHp6wtXVlfwtFAqVJiE0BEKhENHR0aiqqiKigGw2m4iX2draorCwsEGl6RKJBHl5ecjIyEBGRgYkEgm0tbURHR1Nqhzq81+qqqqQmZmJjIyMdy4mXFxcjKqqKmRkZMDc3LxF+zH/C8jKyqpzjWFgYIDWrVsjNTUVubm5sLS0hJ2dHWxtbfH69WuVhIRVgUQiQVxcHLKysiAWi4mQGSCdS169etUsa0NldqCqqgpPnjxhHKusrMTjx48RFRUFd3d3pKSkwMDAAOnp6STompaWhocPHyIqKqrJ265piEQi5ObmNmiDgYaBgYGcPTQ0NIStrS3y8vIU2jRDQ0N4enoiICAA/v7+CAwMRGxsrNJ3819AVVUVHj16xPAz6P4FSH2hNm3awMvLi3wuEonw8uVLcLlceHp6KrSVxsbGMDMzUymArQl/Pj09nfhMBQUFiIqKatC4LSgoIHHAzMxMPHz4ENbW1jAyMkJmZqbG5p13BT09PbRp0wYBAQH46KOPEBsbS+aJ5oqBaRpFRUV49OiRWvowTRaMpigKAwcOhIWFBaZPn45Vq1aRkpb6oKWlhREjRiA5ORkHDx5sqibKoSUIGDamDYGBgVi9ejUAaWcIDAyskyZlxYoVpPxx586dCoViNNEudSCRSLB8+XKcOHHinXCTvivMnz8fCxcuBACEh4cjNDS00RNRSwxEA6q3y9TUFFOmTEF6erpGSzh/+OEHIqQ3adIkktWWkJDQ6PK5qKgo3L17V+l1OnfuTAQoCgoKEBAQ8J/nxi8sLMSePXvQpUsX3Lx5E8HBwcSZnz17NubPn4+goCA5Ven68P3335OM8w9oGhgaGmLy5MngcrkAlAuHNOdc89dffyEhIQEdO3ZUORtiy5Yt2L9/PyIjI+Ht7U2OV1ZWYty4cUhISKjz/MLCQgwdOhTjxo0jma05OTkIDQ3F8OHDsXHjRsb3jx49iiVLluDy5csIDg7G9evXGfO5Mnqd5kJoaChiYmKwbNky+Pn5KaS+oJGTk4M9e/YozVIzMDDA0aNHcebMGYwcOZLxWZ8+fRASEoKxY8eSRXhCQgLOnTsHLy8veHl54ciRI/Xauvz8fOzevRs9evSQ44zesGED1qxZQzhHg4OD8ffff+OTTz5Rer1evXqhe/fumDRpEhGxrG/uT0lJQe/evZV+j85ApsfCH3/8gVmzZjG+s3jxYowdOxaBgYFqZ71cvXoViYmJdbaTvjctFHjr1i25KgBZPHr0CKGhoVi3bl2zCgVOmzYNX331Fbp164anT5/Kfe7n54fbt29j4cKF2LFjB44dO8YQvmupKCkpwfDhwzFixAgcPHiQ8Vzc3d3h5uaGI0eO1DvfKAItFJiZmUnGS01NDSZNmkTuU18maUpKCnbs2NFiaAJqampw5MgReHl5YcSIES3WZ/0AqT7A5cuXsWTJEmzZsgUjR46EmZkZdu7cqdH+RFfUvX37FmKxGJMnT8aPP/4IQOpfh4SEtFi6hi1btmDbtm0QCoWgKArBwcGMPt1Sxp26oCtkZOnHNAFfX194e3tjx44dCjfH6A17utxfmZ/xX0J9foYiVFdXY8KECbCzs8OFCxcUzqPdunXDRx99pFJGuqYEDKurqzFp0iRIJBKNBFYzMzPRv39/BAQEYMCAAe/teJJF27ZtiQg2bc+VJcj8l6F2MFrVHRM6U6aqqgqRkZEqO97nzp1DcXEx5s2bp1YZR0vNAm0OsNlsBAQEwM7ODlpaWjh9+jRu3bpVLyckm81GZWUlNmzYgLt372q0TRcuXCABxNevX9c5sMrLy/H777+TDJVnz54xhNCuX7+ODh061Judoy5MTEzg4+MDOzs7ciw2Nhb79u1DdHQ0Ofb8+XN88803iImJ0di92Ww25syZQ7Khu3fvTgI+ispozc3N0bNnT8TGxiI7O1tj7dAUjh8/Tnar8/LyEBcXB29vb4XZVqrAz88PFEXhp59+Uqu0VVtbG/PnzycZ/4CUn2zDhg2kvJzOzvv000/RqVMnANAY57osj5WrqyumT5+Ozp07k89ZLBZ5z+qIrzUUJSUlePz4scZEGRsKsViMt2/fQiKRYPLkyRgxYgQAqciFlpaWWnN327ZtMX78ePj6+pJn+QGNw4QJE9CmTRu544r4jpsLimw6zRmnrhimWCxGVVUV1q1bB0tLS3Kcz+cjOzubEcShhZjoTNKjR4/i6dOnCrne6QBobfqmuLg48Pl8bN26FU+fPsXcuXMZfTU9PR2bN2/WKMedKrh79y6++eYbANJ5uqamBq9fv65z7istLa2zD1AUBS0tLXh7e+OXX35h6IewWCy5klx6jqSPqTrvisVihX5Ev379oKuri3/++QfGxsaYNm0aMjMziVCbl5cXJk6cyOhL9Dw8ZswYuLi44O+//1YoOFUb9Y0F2c/PnTuHjIwM5OXlkWNsNhsGBgZYsmQJ7t+/j7179wKQ2qjff/8dJiYmhH+choWFBcLDw5Gbm6vys6IoCmw2G25ubmCz2YiKikJqaiqWL1+O0NBQBAcHA5C+C4FAgJMnTyI3Nxfz58+Hp6cnfvnlFxw/fhxxcXH49NNPoa+vr9GSeTabDR6Ph08//ZT4M3SbAGnWbHR0NAwMDIhv1FyLMzabjdmzZ0MkEmHLli1q+wVCoRDPnj0j48zAwIA8QxaLRXzZhw8fIiUlhfCJ6+npISAgQOHc9vr1ayQnJ6OkpETuOSjrk56enoT2RCAQ4OHDh+Q9tqS1kqzvdejQITx//lyO8/4DVIe6a2G636WnpyM8PFzucw6Hg7lz5yIgIABcLhdDhgyBjY0NCQirOj7UaZdsn5D1mVu6CLZsu9+l76QJ0HbTx8eH2GxNz8G0f9CxY0dUVFQAkFZs05oNLi4u4HK5pN9oaWm1+D6gCdTVb0QiETZs2ABra2tyTCAQICsrS+F629zcHL169YKdnV2zJEAYGxujZ8+ecHV1JSLUr1+/xvbt2xt13fbt2xNKPBsbm/c6EO3i4gKKovDo0SPiP9PvpvY6g45p5OXlKaR4+69A7VGtrhNTWVmJu3fvqhwMuXbtGh48eIDx48c3OdfyfwVsNht+fn4kWHvx4kVs2bKl3vP4fD5yc3OxZs0atdLpVcG1a9dw//59aGtrg8ViQUdHB3w+X+GCprKyEn///bfC6+Tk5CAnJwcODg5NEozu2rUro+8kJibit99+Y3zv1atXDB41Ho9HxD5UBV3eTpfmcjgczJgxAx999JFK55uZmaFbt24oKChodDBaVlBPUzh//jwpOWez2eByubCzs1MpGM1ms+UCBV5eXsjNzcWff/5ZLz+mLHg8HubMmQM3NzdyLC8vD7t27WJwnRoYGOCzzz6Dubl5kwkYOTs7Y+nSpWCxWJBIJKipqZETStPkfcViMWpqakiwTiQSoaioCJGRkS3CcNPiNFOmTIGtrS3YbDaEQiFKS0tVbh+Px0P79u2xdOlSIpLQHEH9/zoGDx6MIUOGgMfjMcZifn4+tm7dqtYY1BRk21F7zqJtSk1NjcrzsFAoVMkh5vF4mDFjBpycnKCtrY2kpCTExcWhurqa9Dn6ehwOB3l5eXKisikpKWCz2Th8+DBiYmIwbdo0RjZ0VlYW/vjjj2bP8Hr06JGcIEp6errKFGq1IRAIUFVVBW1tbXh4eGDZsmXg8/moqqqS60sSiQRVVVUa70u9evVCx44dcerUKdjb2+Prr7/GwoULsXXrVtTU1CA0NJRsflEUxWjX8OHDERgYiG3btqkUjFYH4eHhcsEdPp8PsViMqVOnwtLSkgSj6aSAkSNHYvfu3eByuWR+fP78Oc6dO6fyfWWDPk5OTrCzs0NiYiLpc4aGhvD39wfw//7IlStX8ODBA4waNQqurq5YunQpEhMTkZqaik8//RTFxcU4duyYyvcXiUTEtimb22nleEUoKSlBREQEdHV10aVLF5V/e0Ogra1NspI4HA709PQwY8YMVFdXY9u2bQ2ynXFxccSPtLGxwYQJE8DlckmJta2tLZ4/f47c3Fwyd5iZmckJDtMBrZSUFLU5lZ2dnbFw4UJwuVzw+Xxs3rxZju+9pYAWdrtw4QKOHTv2IRjdCKi7FqaFJJUJ02lpaWHmzJmkoqhPnz4IDg7Gli1b1Fo3NmSNXt9ahV5fAlC6vvyAhsHd3R1Lly4FRVEa5+OVBYvFgq+vL/mbtue0UN0HMCESiRTqjNB2rDZMTU3lqsmaEoaGhujatSt69+5NuJ6vX7+OHTt2qL3e5fF4xJ9o165dnXocTYGmSnJ1cXGBs7Mz3r59q5T6kAaXy8XUqVORmJj43gWj+Xw+KisroaurW+93//tbTO8YLTlj++uvv4auri5KSkqa5Pq6uro4dOgQES1YsWKFSuIqLRlWVlY4evQobty4oTLtDJvNxrZt28DlcjFx4sR3WmJmYmKCESNG1MkR2lj07t0bf/75Jx48eKASBUVoaCgjO10sFmPRokV49OhRkz+rhIQEhIeHN9kYoFFRUYHRo0czeMCEQiGDT7qxSEhIwIQJEzB9+nTMnj0bp06dQmZmZosIRNMQi8U4deoU7OzsMGzYMPzzzz/YunUrkpOT6z3XyMgIR48eJZxo4eHhSEpKwpw5c5qh5f9tfPnll9i+fTuOHj3apHNDQ6Cvr49Ro0YxyvQdHBxw8+ZN7N69GytXrtTo/UpLSzFkyBD069cPa9euxY8//ojJkydj5MiRSE5OxrZt2wBIHa3Ro0crzM5v164dyQrh8XjYu3cv/Pz8SCXGfwV//PEHDh06hKNHj5I5/IcffkBkZCSOHTvGEHfMzc1Fnz590KpVKxIM1RR0dHRw5MgRUmXx1VdfYezYsRg1ahRu376Njh07ApDav2PHjjGy45sTK1euJBsiigKDV69eRceOHfHXX3+hS5cuOHr0qNo8nbU3ANhsNoYPH460tDScOnUK69evJ/R35eXlZIFYVlaGsLAw9O7dGxs2bGjoTwQgrYyjNzg0HeTXJNhsNrZu3YonT54Q2zlv3jy4ubkppA9pCPLy8tCvXz8MHz6cZL0bGBhg8uTJEIlEOHPmjNJzCwoKcPz48QYFkSMjI9GxY0f8+OOP6N+/f4Pb3xxISUnBtm3bMHXqVCIM+wHNg6SkJAQHB7c4YThTU1OMHDlSqa3Q1tbGgQMHCDf7ypUrsW/fvuZs4gc0AR48eIBXr15h5MiRTarT9F+Cjo4ODh06BG9v73cSb2qKOJeFhQWOHTuG3NxchIeHvxOarqZ6lj4+PggICMDo0aPrzfavqKjAiBEjGBoj7wuWL1+OVatW4cWLF/V+t8mC0Q3tnG5ubvDw8ICOjk6DRD5aAkQiETIzM2FmZsYgmVcXEokE0dHRhKfJ2NhYowPSwMAAhoaGjPdkaWlJxCMbg1atWsHY2BgfffQRHBwcAIBBnaAucnNzifCROvQtNGT7I0VRsLGxaRCFBIfDgZeXl1qcfxRFwc3NjVFupC7y8/MRExODmJgYpKamwtbWVuVyJfq3W1lZwdraGlZWVuBwOE0W6DUyMkK7du1QUFBA2pidnY34+Hi0a9eOITpHURRpEyDNnk1ISEBMTAwJUDo5OZENjZKSEjx79kytHVYtLS107twZ+fn5AKRULDU1Nbh79y6qq6sZZdSaRFFREW7dugWKolBRUYFnz57VKbbg5eUFIyMjPH78WOV3k5aWRkr9k5KS8OLFCyQkJODt27fIzs5ulOBIY6FM/LSoqAi6urqQSCTIzs5GbGwsAGm/6dChA5KTkxVuYrDZbLRu3ZrMJ6WlpRoN5v8vg9YWqJ1ZpKWlBUdHRxQUFBAh2oagMc4qm82Gubk5Y3ddW1sbbdq0qVN4tj64ubkRYaTCwkLiMIlEIsTHx8PCwgK3bt0iIqqOjo7Q19dn9Dll1Tq6urqM9ubn5yMzMxNv376FtbU1DAwMEBwcTLJP31dkZmaitLQUd+7cQbt27dC2bVukp6fj+fPnuH37NuGFBqRZ1HFxcdDR0dF4MJrNZjOyZuzs7KCrqwstLS2UlZURii1jY2PcuXOHYYOUiSc1BbKysuoM+pSUlKCkpAT37t2DRCJBVlaWwrapM54oioKpqSnJbqOrzQDp8wgODkZSUhIyMzORkJAAMzMz3Lp1i1GBpaurCycnJ+Tl5dUZXDYwMICJiQmqq6vrnJtTUlJw+/Zt+Pj4yIlaNQUMDAxgZmYGHo/HOE6LCZeWloKiKFRWVqKwsBBOTk4wNDQkY1SRaKWqEAqFiIuLw+PHj3Hz5k20a9cO5ubmsLCwgKenJ7p37w5A+oxls0Ctra1BURTy8vIaVO5fXl6OmJgYJCUlIS0tTSOUAY0VWld2Tk1NDXJzc9G1a1cGp/8HNB3o91FdXY2XL1+2KEoJa2trmJiYwNLSEkKhkNhNWUgkEhQXFxNxs/c1XvA+gM1mw97eHvn5+WQdpWnQ/bG8vBw1NTUfstzVAEVRcHd3h4uLCwBpYhK91kxPT0dKSgrMzMyaxdbKQiQS4cmTJ3j+/Lna54rFYhQWFkIoFDaY7rOlQk9PD1ZWVir9LrFY3CCNiZYAdaoum1TAsCGYP38+Pv30U7BYLJWy5VoiqqqqcOTIEQwePFiO8kEdCAQCbNq0iQj/hISEMHj1GosffvgBAQEB8PPzI+VWvXv3RqtWrRodjJ4zZw46duzYoMCxIly7dg2mpqb4+OOP5RYUqqB2yXdYWJjGaT+aEvfu3UNYWBgkEgl0dXUxe/ZslQ0L/dv79u0LZ2fnZts57d69O+mvu3fvxrJly3D69GkMHDhQYfsA4PDhw/jqq68Y2bxTpkzBd999B0D6HEJCQtRynI2MjHD48GHy9/jx43HkyBGMGDECHTp0wNChQxv0++pDdHQ0evfuTf6uL0N5+fLl6NatG/z8/FQOkB89epSUT9MiEc+ePcO+ffveuQCCuuKnHTp0wLVr17B48WKltD0f0LwwNDTEuHHjcP/+fVy9erXB12mJ1UFz587FZ599BgC4fPmy3LwUERGBXr16YdiwYfD29saQIUMadb8XL14gNjYW06ZNg6enJy5fvoxvv/22UT5CS0B5eTkmTJiAIUOG4MSJEwCknL+jR4/G2LFjW1S2Gt2u2mhJ1SMA8OOPP8LIyAizZs2Cnp6e3OeaGk++vr64dOkSFixYgE2bNgGQ2thevXpBLBYTH8nZ2RlOTk44fvw42TxUBE9PT/Tv3x/79++v83t79uzBkSNHEBkZyeAYbyp4enpiwIAB9T63vXv3Mtp15coVfP3111i1alWj23D58mVcvXoVJ0+eJHPJkCFDMGjQIADSLOht27ZBIBCAoij0798fhYWF+PXXXxsVKKQ33TXhDzRG0Lwl2oD/ZbTU90H3fTo4KWs3ZcHn8xkCse/a3/0vg8fjYdSoUYiJicHJkyeb5B4ttT++j1i/fj1DVFsikWDo0KEq04JqCtXV1Zg2bRpiY2PVHp8FBQVNvkb/gJaDZsuMpjNDAWlwqFOnTjh//jyuXbvGOI8WXgGkWUf9+/dHTExMgzkN62uXptG+fXtoa2tjx44dePz4MRYtWoTp06ejQ4cOSs+5desWTp48ifnz56NVq1YApOWaZ86cIaJfgJTDiS63S0pKwoYNGyCRSKCjo4Px48crDK56e3tjxowZCu8bHR2NixcvMjJd/P390aFDB9y9e5fw/jXkecXHx6OiogJdunRBWloaNm3apDbnXW1UVFTg2rVrCAkJwfDhwxEVFaU217Wnpyfc3Nygr6+v8He1a9cOa9euxf79+8kmAI2pU6eia9eucotDMzMzLFmyBA8fPiSLcVmIRCKsWbOGcECqg6qqKvz888/Iz89nCGOoM7E7OjqiTZs2MDMzQ25uLv766y/CXamqsKg6iI6OxsKFCxnHaGO0detWMua7du2KUaNGMb4nKwBIQ3ZOaMjmhuz5gPQ9+vn5ITIyskGUBOoKsQBSZ+6LL74gY/TgwYN48OAB47t79+5FeHi4WvxsdD9YsGABuFwu1qxZwzj+LlHXcyouLsbly5fRtm1brF27FoDUcfniiy9w+/btOq+bnZ2N6OjoFldW+l8ELUTc0Gw4TUMikWDTpk1E9EtWaFZdnDp1CtnZ2fjiiy/Qtm1brFu3TuG4qaysBJ/P10gmIH19ek56189TU1AkACt7zMfHhwgUNQVFRk1NDVatWsXIxq2pqVHoH7S0wPP48eMRGBjIOPb06VMUFhY2WqBVtn+ZmJigf//+iIuLQ0ZGBhYvXgx/f39wOByMHj0aTk5O+PPPP1FYWEieUXl5Ob777jsiLp2YmEieaceOHTF+/HjG/SwtLRX2aRaLhU8//RRaWlpYs2YNRCIRg1eahkgkwt27d+usIFIHOjo66NKlC968eYNFixYpbRcNiUQCPp+PP//8k/TTxvqtshCLxdi6dSuio6OxZMkSRja0gYEB+vTpQ569qakpdHV1sWrVKvK81q5dq3KWtoWFBfz8/GBnZ6cxf6Al2IAP0BwCAwPB4/Hg5eUFsVisdh9rKtA+Bw2hUIjVq1cjPT2dkTH7LuZyGxsbfP7559DS0oJIJMK6deve6+omVUC/D1tbW/Tv3x87duxAfHw8goKCmkREnM/n49dffyXvetSoUejatavc9/T19bFkyRKyjtu5cyeePXum8fYow8iRI+XapSh20NSgnxddfX779m25sdGUa8Lala8PHjxATEwMLCwskJWV1aB7a2trIygoiEHhqSpaqp0yMDBAp06dEBsbi7Nnz2LhwoVErFMRaE2TP//8k1SANARBQUFysZabN2/i1KlTDb6mptFsmdF2dnakU9nY2GDixIkoLCzEgwcPUFFRQQZOdXU14UejhcwaI7BTX7sUoSGlaCwWCxwOB/b29jAxMQGHw0F8fDzi4+MRGBhIyido6OrqgsVioaKiAvfv38fff/+NsLAwuLi4oKKiAhEREXK8fQ4ODggMDERFRQUKCwvx8OFDiMVi6OvrM0qUeDwe9PX1UVFRATc3NyxYsEDhonjUqFE4fvw443jr1q3RoUMHPHjwoE7VbdlFtSLQNAE+Pj54+/Yt1q9f3+jJsKamBo8ePYKvry+8vLzw9OlTCAQC6OnpyS1u6MV+bfELFxcXBAQEKL2Hm5sbPvvsMzx+/FjOoISEhCAsLAwCgYDxvA0NDTFhwgSwWCyFwWiJRIKjR4/W+/skEgkqKioYmwN8Ph+7du2q91xl16PpOQIDA1FZWYnU1FT8888/qKqqatA1VUFiYiISExMVfnb27FlQFAU9PT2w2WwyQYpEIlRUVCjkRaqpqSFzQkVFhUr9iBbWAkDuRweye/fujYCAAFKWS0PV8V7Xd9hsNrS1taGlpQWxWIzKykpoa2vDzMwM06ZNg6OjIyorK/Ho0SO5YPSlS5fqvXdtcLlc6OrqYsyYMdDR0cH69eshFApRU1MDLS0t8psVzWlNbbDrunZFRQWioqLQq1cvTJo0CYDUONIZeXWBnvs+QLOQSCQoKyuDjo4OeDweqqqqyOZZdXV1g4OxjelnHA5Hjt7o9OnTuHz5coOuJ4s7d+4gOjoa48aNg6enJz799FPGfUQiEYRCIc6ePYuXL1+qfX1VfrO2tjYMDAwYPtD7CqFQiLKyMoW0Eu7u7g3O7qzP1wCk8/3evXsRHx/foHu8S/Tp0wdTp04lf0skEhw7dkxhZrG6Y0n2+wYGBujYsSMqKipQXFyMyZMno3Xr1gCkvo2vry/2799P3l91dTWqq6uxY8cOhddu1aqVQhq60tJSuXdNURRGjx4NPT097Nq1CzU1NdDW1mb4Z0KhENXV1Xj27Bny8/MbbZs4HA4MDAzg7++PV69eYefOnaisrGQEs9hsNgYMGAADAwMYGBiQYPShQ4dUuoesXwH8vw9Xl49y7tw5PH/+HNOmTYOFhQV0dHQASAPntX1TAwMDzJ8/H4DUFzxw4IDCQCGbzWbQAvH5fFhYWKBjx44atfHqrJ9k/61qv6V9l/pEnT6g8aAoCm3atIGTkxNCQkJQU1OD8vJy7Nu3j/Qx2j7VHqc1NTVNFtxS1E/EYjHOnj2LjIyMd2ondXV14ejoiHnz5kFHRwcCgQBnz55Ffn5+i+bG1xTMzc1hZmaGP//8E0+ePIGPjw8oilJLRFyZPZe9Dp/Px969ewklSOvWrREUFCS3PtbR0cGMGTNgaWmJqqoq3Lx5s8mD0bJzft++fRnZ+YA0QaK5g9FCoVBpBRodm6pLCLQ26pqvlSVZ0MfKysrw8OFDREdHg8vlkiQEdcDhcKCvrw8/Pz9G8p8m1uiy16K/q+m1sLLr6erqIjAwENeuXcOGDRswfvx4hcFo2p737dsX48aNw4EDBxQKfwuFQrlYDofDIT4FjYCAAFIFKnuP69evK/0NIpGoWee0dyJgmJubi23btpFo/YgRI0jwatWqVUQgiEbHjh2JSIE6aGgHa0gpmrOzM0JDQ/HDDz/g3LlzjF2ML774Aj/88APj+tu2bYODgwOGDRvG4EdNTk7GiBEjlGb91dTUYOzYsXj69KlSo/zNN99g0qRJTVraUN+zacog1+HDhxEeHo7S0lK4uLjg+PHjePnyJe7du8e4r7+/v5xzr4qqpzJ89dVX+PnnnwEwxYfS0tLQvXv3RiuVV1VVYeTIkXjx4oVGSyoB6ViYPXs2bt++/c651ezt7XHq1CnC1wpIOSSHDRumMCNqy5YthIqiqqpKJS6xO3fu4JNPPgEgzQg7c+YM4Zy7fv064uPj5SZxTfTZTp06wd/fH6NHj0ZCQgKmTJmCL7/8ElOmTIGDgwMiIiIwa9YswtnZWEycOBFLly6FnZ0dCcQ8fvwY8fHxGDVqFOGkUjSnvQv+3w9oucjKykJISAgmTJiAn376CfPmzUNERAQAKZ+5n5+fWtdrTEk3jb59+8Ld3b3JghMVFRUICwtDr169iLAcjZSUFFy4cEGuUqE+Z1wdzJs3D8OHD8eIESPeW144Grdu3YKfn5/G5jYaH+aa/4embFRgYKCc/oi+vj7Onj1LgtFff/21ws11GmfOnJHbUKWhTLi4devWhA+boijC/w9IhaseP36MkpISjfzOfv36oVWrVuByuRg1ahS6d++OqVOn4t69e+Q7IpEI06dPR9u2bXHr1i1s3rwZ69evV+n6+vr6OHXqFGMxWVRUhCFDhtQ7BjIzM9GjRw9MnDgRP/30U8N+oAz8/f2xe/dusFgsEkxXJ+FAkzZdkY+h6rWvX7+OiIgIRrb6BzQPtm/fTrKPacybNw9z585l+Op3797F06dPNSL6rWq/43A42LNnDzIyMjB27Nh3wm/NYrGwZcsWdOvWjfgjdLuioqIwZsyYFsW73dSoqKjArl274O3tjV69eql8nrL3bW1tjeHDh5MkoX379jH4qUtLSzF06FCFftLly5exaNEihs5BU0BHRwfHjh2Dm5sbADAEmlsqHB0dMXjwYFLdpArqGpOqzuULFizAxIkTMXz4cLUpd3v37g1PT0+5oGpTbaxq2sds7PVoe25lZQU9PT2cPn1aYZLH5cuX5WzloEGD5ETdFVWAT5gwAf369VPahmfPnmHs2LHNxt2ukWC0uo6MSCQiIlYeHh7o2bMnjI2NERUVpZAgPzg4GC4uLkhLSyN8aqqgORYxLBYLDg4OcHR0hKmpKYqKiuSoDxRNkLdv34aNjQ0SEhJQVVUFiqLw8OFDGBoaIiEhQeEuSGJiIq5cuYKXL18ynH2hUIg7d+6grKyM8M2+efMGQqEQOTk5JIuMy+UiKChI4cLezs4O3t7e7wWPMi3yA0izwB89egSxWEwMBA07OzuGUBEAxMXFyb2fNm3akAVFTk4OoqOjFQZFlRk6oVCI169fK/zMxcUF7u7uePDgQb3OG704KygoqLNMVSQSISUlpc7Auq+vLzGU9P/t7OwYglISiUSldjUUHTp0IAHgjIwMIiIlEAjw5s0bRkk1LVyoKDO6sLBQrtzaw8MDjo6OuHfvHmPnVSAQ4Pbt20hNTUVSUhIAaTA6OTmZBJWys7NRXFys0d9Kgy675XA4MDMzQ79+/eDn50f6ZkVFBWmXunBwcECbNm0Yxzp16gQ3Nzc8fPgQjx8/hlgshkAgAJ/P16gRqS0AqikkJCSQ9/L8+fMWQS/yvwqhUMgYl7a2tnB0dERaWlqTvpe6/IekpCTGxq5EImm0gI6JiQmpjBAKhbh37x6eP3+OS5cugaIosFgsODo6IisrSyHNg6K2NnRMmJmZQVdXt0VnAtLPKz4+Hm/fvlX6vcbMbaqioKAAycnJsLe3r/OZtWnTBtbW1oQvlwaXy0WXLl3IuU+fPtV48LwhoAV1TUxM6qR0awhqjy9a2JHNZqOgoIBkcXE4HHTp0oX4FXQmWm1UV1fj7t27KCsrQ1lZGXx9faGvr4+7d+8qDcZIJBLcv38fgNRmyWYTV1VVISMjA5mZmRoR3DUwMIClpSWsra1JwN3Y2BiGhoYKfaaMjAxoa2sjOTlZLdo3sViM1NRUGBsbw9fXFxRFIT8/XyVhaQ6HAxcXF6XBDIlEgocPHzKeh1AoVJrwUFVVheTkZFhZWUFXVxfGxsb1tqOpbHpjUFFR0aBMug+oG7XnACMjI5KVX1ZWhnv37uHhw4ckaGRkZISOHTsiICAAzs7OuHfvHvHTUlJS5MZpbm4uysvL4eDgAA6Ho/E1Or02MjExQb9+/SAUCiEWixntako4Ojqibdu28Pb2homJCa5duwZnZ2d4eHjAwcEB2dnZoCipiJyrq6vc+TT9EC3e+/LlS41Ve2satB3w9fUFIPXLa69Hs7OzIRaLUVxc3Kjnb2pqChMTEwDSdaqpqSlYLBZ0dXXRo0cPsm4qKyvD1atXERcXx7DXfD4fN2/eJEKtTQFjY2MEBgaCoijweDxGvEAR2rVrh5CQENy9e5esZ2XXwjSePHmisjaQqjA1NSUJeGKxGGlpabCysoKpqWmTz/H0HGNiYoK+ffsiICCAQc+rDvT19Um/+C+Bz+er5Gfo6OigVatWiI+PJxRAFhYWxM+gkZOTIxdQ7tKlC1q1aoXs7GxiS0tLSxX6DrX7hImJCYmZiUQi9OvXD69evcKbN2/U/7FqQiPB6MZ0ci6Xi40bN+LmzZvo3bu3wmzfjh07YuTIkdi8eXOjs081DS6Xi7CwMBgZGan1HL799lvG3xKJBF999VWd5+zevRu7d++WO15dXY1Zs2ahb9++uHjxIv7++29s3rwZgNRJGDBgAADpzuOTJ09gY2Mjd43+/ftj69atAKA2D/O7RGpqKsLCwvDVV1+pJAS1bds2/PXXX4xjGzduxOzZswEA9+/fx7BhwzQWfBk5ciRWrFiB7t27k8WYMvB4PGzZsgXXrl1Dv379lLahpqamzowlABg9ejQRxgGkY7T28xEIBCq1q6FYunQpEYvauXMn4S7Pzs7GyJEjG3Xt6dOnY968eQgMDMSrV6/I8crKSkyfPp3xXfp5GRoaNuqeqkIkEuHcuXNwdnbG+fPnNeYEhIaGMkQpZO/3xRdfkCzWpkBTOTI7d+5s0nZ/QMNAURRWrFiB/Px8bN26VeHmqCbvpQgSiQQ//fQT4YfWFNq1a4fz58+DzWajrKwM/v7+ePz4MUJDQwFIg3WffPJJg/jk/4to27Ytzp07h6+++opw0r8rPH/+HLGxsZgxY4bc4k4W8+fPx5gxY+Dr68sIoBsZGWHfvn2wtbUFILWTdNXNu0RJSQkmTpyI4OBgHDhwQGPXrW/ejo6OxsCBAyEWi2FsbIwnT54QSrlFixYp5FnOyMiAj48P2RT64Ycf0KZNG/j6+ir1z8ViMRYvXgwfHx/cu3ePsZGQn5+PgwcPaqz83tXVVe2qwNevX6stUEr7GgMHDsTZs2fVOtfKygpHjx5VuuBW16Y/f/4cAwcORGhoqBz/uDK0lAD0BzQ9ar9rLy8v9O3bF4BUWDcsLIyRSe/h4YGzZ89CS0sLVVVVmDt3Ll68eAEAGDBgADp27Mi43oMHDxAbG4vZs2c3qd2k2wVIN2A6depE2tWUGDp0KNatWwcAiImJwbBhw/DZZ5/h119/ZXxv8uTJ+Oabb+TOLysrQ0BAAJycnHD+/HnMnTsXW7ZsafJ2NwT6+vrYtWsXEbv/66+/sGfPnia5V/v27YnIvSzotTCNuXPnKoyP0HazKUH7P6psMgLA4sWLMWnSJPj4+JAK92XLljE4eyUSCYYMGYLz589rtK0+Pj44f/48WCwWqqursXnzZhQXFzf5XC97fS8vL/z+++9gs9n/E9Q16qCoqAiHDh3C8+fPVfr+pk2b8PfffwOAQj8jKCgIFy9eVHjurVu31KatCw4ORkhICACpvtq5c+ewdOlS/PHHH2pdpyFQORh95swZ2Nvbk90yWTS0xCsuLg5lZWXo2rUrPD09sWnTJhw6dAjh4eFqX0sRmkOs0NXVFbq6ui3CsXv58iU++eQTpQ5sfQFWTf8GoVCIGzduID8/H4MGDYK3tzecnJwASEsA/v33X43d69KlSySI7uTkhK+++ophPJKSkrBq1SrcvXtX7tx9+/bhyZMnAKS7/poIRNvY2GDZsmUkA08WgwcPxtChQxklqsD/P/82bdpg8+bN2L9/P27dutWg+1MUJXff+v7WFPz8/PDxxx/D399f5cwba2trfPPNN+ByuRCLxfjzzz+VZpsDwIkTJxAXFydHZ6Ojo4Ply5dDLBYTXmEOhwMej6f0Wk01TxQUFODcuXPw9vYmC3xvb29s2bIFu3fvVlsYiW7j2rVrGQF4sVislKO7pcPLywvm5ubo2rUrDAwMAPw/Dc8HNB/mzJkDR0dH/Pzzz7h9+zY+/vhjfPbZZ3Bzc0NoaCgSExMVctg2Fezs7ODj44M2bdrg9evX+PnnnzXm2CYmJmL27NkYO3YsgoOD8fPPP5PqkOfPnyMjI0OuPLA+vC/UNT179sTo0aOxevVqtWhBKIrCqFGj4OLigl9++YVkJ02YMAH+/v5YsWJFowRW1IFIJMKtW7dgb2+Pzp07KxS13b9/P+7fv89o07Rp0xASEgJjY2PCE9hSYGBggJUrVyItLQ2ffPIJTE1N1e6DilBfv/Ty8sKmTZuwf/9+3Lt3D0uXLlW4aevv749Zs2aRzKfVq1eTir727dvDxMQE69atw9WrV3HgwAEsWrSI8FFfuXKFaJOkpqZi7ty5pHro66+/bpJxo6x6YdGiRWSD/OrVqxrZiHj+/Dk+/vhjUBSF6upqRtXVrFmz4O/vL3eOgYEB9PT06vzt6vRPT09PLFq0CGVlZR8yiz9ADvQ8oKenh27duhFRy1WrVuHhw4dks5nNZuOrr75CQEAAOBwOTp06hbNnzzKyeBX1y/bt28PBwaHJ7WZTltYrgqWlJZYvXw4/Pz9yPzs7O/z9999o164d+Z6zszM2btwol7kIAEeOHMHFixeRk5ODiooKzJ49u0UnYFRWVmLZsmXEH5elNQoICMDMmTOxefNmsmZOTU3FmTNnAEj5lIODg+vlkC4uLkZERATs7OzQvXt3uc/pZxgbG4u1a9e+k+fF4XCwdOlS+Pv71yk2TVfjyvqnVVVVCA4OJseysrJw7tw5ANIK1w4dOmD+/Pno0qULVqxY0SANJ1dXVyxZsgQnT57ElStXyHF67S/7X1Oj9jjW9H1bqn/d0HZJJBKIRCL88ssvjOoooVCIzMxMFBYWYvbs2Yyxp2jeVXTvtLQ0PH36tEGUNbKVyjTat29PklsTEhKwevXqJvGdVQ5Gp6SkQE9PjxgbkUiE0tJSsFisBqupZmZmIjc3F35+frC1tcWsWbMQExMjF4igBVe4XC64XK7KWVpN1Xnp3+zq6qrxksrGICMjQ45vuz6wWCwYGhpCT0+PiLcookpQFxKJBGKxmAQw/Pz80KdPH/j4+EBbWxtnz57VaDD62bNnRLigQ4cOmDFjBsMgJiQkYNu2bQqpCyIjIzWqmA5IFxthYWHQ0dFBYWEho3zV39+fZAnLQiKRoKamBubm5pg5cyaio6NJMFpLS4s4BzRqampUXnjQ4mSyvENCobBJOM7s7e0xYsQI6OvrQywWo6SkhLRTX19f4Xzh4OBAnpdIJMKxY8fIoq6qqkrOWD98+FChiJ2WlhbCwsKIoKUqaKp5oqysDNHR0bCysiLBaEdHR8yaNQv3799Xu89VV1ejoKAAp0+fxp07d0g1Bv1uaXA4HGhra7dI410bdnZ2cHJywsSJE2FqaoqysjI8fvxYzgbo6enBxMQEfD6/SbN0/1fRp08f+Pr6YuXKlYiLi0N8fDz69u0LOzs7dOjQgVDrAP9fLs7j8aCjo6NxMSMejwdra2v4+fnBz88PaWlp2Lp1K7KzszUSkM7Ozsb27dvRrl079OrVC0OHDiVZmZcvX1Y5a0EW6o41+hlqIuCoDtq1a4eZM2fi3LlzyM7OJu+xNn1BZWWlnLZA586d0a5dO2zYsIEEo4OCgjBu3Djs2rVLYR9Qh6dQVYjFYjx9+hS5ubnw9PRkCNzQUGTTe/ToQcRSZdtnbGyMkpKSJg1OczgcpZU52tra0NHRwYQJE3DixAn8+eefGDBgQIN0UmpDUb+kBW5YLBbs7Owwa9YsJCQk4Pnz5zh69KjCDOXc3FyMGDGC/E1XEQBSX4fL5WLq1KkQiUS4fPkyhg4dSoIMNTU1uHHjBgCpH0IruHO5XEybNg0mJiYae/Y8Hk9hIKS6uhoVFRXo1KkT2Gw2jIyMUFpaqpFgdFpamlK/OzAwEMOGDZM7zmaz6w3YGBoawtDQUKVqUBsbG8ycORNXrlz5IO77AXKgKApcLhdGRkbw8fEBl8sl4ryygT4Wi4WwsDBS6h8VFYWdO3fWe30nJyeSaKRuu1oatLW1iU1xdHTEtGnTGHbM2NgY48aNg0AgIJud9HOTtaMCgQBlZWW4efMmEaEvKSmRmyvotV15eXmL8G3rEnB1cHDAiBEjcO7cORKMLigoIM/B2NgYfn5+0NXVlVvnCQQCsv4sLCzEkydP8Pr1a7lNbF1dXeIX0TGNd7FxzGKx0KtXL7Rr147Q0lAURTL/+Xw+WbO/ePFCju5SVty3uLiYPC8+nw8PDw/06dMH7u7uWLlyJWN9y2Kx5NZ2tdfphoaGcHd3x8yZM5GcnMwIRsuC9tHp+zYV/y89jrW1tRu19mSz2eByuXJiiy1xngAa1y6xWEx8odrgcDg4fvw4Y70jEAhIwiUdt5N9ThKJBNXV1cjOziZ9TV1kZ2fLBbGDg4PRqVMnaGtr4969e9i9ezfKyso0EieUhcrB6OjoaGhpaZHJNj09HaGhoXB0dETv3r012qjaWLFiBXbs2IGjR4+ioqKC7DC9K9CBs8aI4bUUWFlZ4eLFi0Sg4sKFC3j9+nWjjaKiQXrnzh08e/YM48ePb9S168OrV6/kShVramqajYgdkJZ9du7cmTwHVXgpBQIBDh8+DH19fQwfPpzxWffu3bFt2zbGcz1z5ozKQi8SiQSffPKJ3AK9Kfgyr169Ch8fH/z777/w9/fHgAEDCO/R+vXrFYpdpKSkoFevXqiqqgKbzcaGDRvg7e0NAFizZg3Wrl2r0r1pxfn/Yon9sWPHcP36deTl5cHZ2Rnnzp2Dnp4eRCIRRo8ejUePHgGQbvx06dJFYZCmJePx48cYN26cQk7g7777DsOGDcO1a9daHFXTfxESiQRz585FmzZtcP78ebRv3x4eHh4ApBVNQ4YMwaxZszBr1iwcOXJEY/OIrq4uJkyYwBBXs7Gxwa1bt7Bv3z4sXbpUI/ehIRAIcOjQIbLYaEiGSkPw8uVLDB8+HAsXLsTMmTOb5Z40WCwWtm3bhufPn2PIkCGYMWMGvvzyS8Z3Vq1aRcoD64OhoSHOnz+v0L42hY9Eb1YWFhbizz//xPLlyxvkU1AUhZUrV2L27NkYMGCARviKlaFjx47Yt2+fwixuU1NT8u9+/fohOjoaN27ckNO20BRokV3ZAMvSpUsxZcoUhIaGIi0tTe4c2qbXBkVR2LFjB7Hpo0ePRp8+fWBpaUm+M2XKFIW0GSKRCDdv3kRBQYFGgg16enqYMGGCQtt/5MgRLF++HADQqlWrZltDfP311woFCh0cHHDhwgWlfgqbzcbOnTvx5MkThIWFtYgg1Qe83xg4cCBcXFzq3QT5X8fw4cPx+++/A5AGhWrbsMLCQhw8eBD37t2Ty9hdsmQJWZM9efIEY8eOrbdiKCQkBFu2bMGiRYtw8uRJDf4SzePSpUsMiqbaKC0txY4dO+Dj40PK/WlER0eT9SfN+f3vv/9i3759jO8tX74cH3/8cdP8ADXA5/MxduxYxnjR09PD2bNnweVyceLECUgkEkgkErV4s+Pj45GWlqaUFsrV1RVnz56Frq4uhEIhRo0axQgucrlcHDx4EL6+vnJBW1loa2tj/PjxZHP5ypUrTVrdyGazMWLECNjY2DQ4SEtXYv4XYmuNQUBAAA4cOIAff/yRbGTduXOH+GAmJia4ePEioZsDpEm7+/fv17gG2IMHD/Dy5UuMHTsWfn5+ePz4MX744QeVNinVgcrB6NqE7cXFxSgrK0NWVhZevXoFBweHerNgGprSXlhYCD6fj9u3b6O6uhqvXr2Cra1tgwNOtduhartYLBacnZ3h6OioNkf0u4a/vz+8vb3l6Ar4fD6ePn2KgoIC2NjYECGKpkB1dTVEIhESExMhEolIxkhNTQ3Cw8PlMrEaCj6fr3BB1ZwQCoVyAhXGxsbo3r07WrduTRZifD4fTk5OREyroKAAlZWVePXqFYqKiqClpYWePXuie/fucHR0ZPS5jz76iDzDqqoqhIeHk0XL3bt3ybm0Mc3NzW2W51JZWYnKykrcuHED2dnZeP36Nfnt3t7eMDMzQ3h4OCNLOz09HW/fvkVNTQ3YbDZMTEzInNOpUye57KKYmBiF1BQikQhPnz6FtbU17O3tye6yKmO1qUqBcnJyEB8fDxcXFxQWFuLu3bsNCjSUl5eTsamlpUXmXKFQyODg5PF472Uwvrq6GqmpqQoz80xNTWFnZ0f61gdoFvfv30d5eTn69u1L5pDIyEgkJibi9OnTaNeuHby9vXH79m08efIERUVFiIuLw82bN0kw7datW2QMOTs710mNowi2trawtLSEqakpcnNzyeYKjbrE8xqCnJwcxMXFoaCgoFlEkGRB26h79+7BwsKiSURknZycCK1aRUUFqTagKApWVlawtrYGRVEwNDSU8+86d+5M7JeXl5fSefHp06dy2R3+/v6M60kkEtjZ2ZHs+sZuCtOLP1rYtrS0FBwOB3369IG5uTkiIyPx0Ucfwd7eHuHh4XXOFxYWFqAoCkOGDMGLFy/Iok9PTw89e/bE27dv1c6UNzU1RXBwMENUqbS0FI8fP4aPj49CgSsaenp60NXVhbu7OzgcjkaeF0VRcHJyIuOxqKgI169fByD9/V27doWpqSm0tbUxcOBAPHv2jFEeCqDOeVd2A8fAwAD6+vqIiIgg4kzu7u5kY5lGXl4ecnNzUVpa2iBaCXqeMTAwgJ2dHQApRZeJiYnCeae8vJz4PnRGEi2oDEi5xHv06IGEhAQGBVZj4erqShI9UlNT8fjxYwBSW3fmzBmyYRwUFAQrKytyHj1GVV3YV1ZWIi4u7r3Se/mApgUtkklTDFhaWpLqysTERDx79qzeQGnbtm3lfG/ZAEhTobYvLhaLcePGDUaQis/nN4nd1NfXVyhQJ5FIkJqaiqysLJSUlDDWUzweD87OziguLkZcXBycnZ2hr68PPz+/ernwO3bsCEdHx/ciAFef/62jo4Pu3bvDy8uL0DTRiI+Pl3tfJSUlcsdKS0sJxWdERMQ7o9NisVho06YNYy3F5XKRmZlJKn4bAoFAgJKSErx58wY8Hg+hoaGM2IeDgwPxnwUCgcJKYmtra2hpaeHUqVNKKRpp+0jDycmJ9MXS0lI5UUpNQF9fn8QBY2Ji8OLFC0bVrjJwuVz07NkTNjY2dcbWWipdR0NAURR69OgBsViM27dvQyKRgM1mo0ePHujSpQscHR0RFBSksJ/R1Wg0MjIykJOTg6KiIo1nLNfU1EAoFCIpKQk2NjakXXTlek5OjkL6W3XRaAHD5ORkJCcnY+LEiWjVqlWd321MJyovL8cnn3xC/h4+fDjat2/foGs1lDuXw+EgNDS0WZRJNY0FCxYoJPovKCjA1KlT4evrq7aAS0MgEAhw/vx5eHp6Eh7B3NxcBtn/fxWurq44fPgwuFwuampqsHjxYhQWFmLatGmMjKmysjIcPXoUycnJ0NXVxb///gsXFxe5PhcUFISgoCAA0mCur68v2bH+7bffcPjwYTx+/JiRZdicWL16Nfn38OHDsWPHDgDSrPFJkyapbMxHjx5NeB5pfP3111i5cqXcd+n+5eHhgXHjxgFQT7G7KRAdHY3Y2Fh8/PHHePz4MaPc+QM+oCVg5cqVcHJywpMnT0jZ/IABA3DlyhVMmDABixYtwsqVK7F8+XKSDXT8+HGcOXMGkZGRcHJywoIFCyAQCMDhcDBr1iy1g9EdO3YkQavbt2/LUSpoGtHR0Wq3UdM4ePAgDh482CTX7t27NxElTkpKgp+fn8rnjh07FmPHjiV/K5sbt2zZIifEtHv3bkyePJlxbpcuXdCuXTts3ry5SbLPeTwe1q9fT8R/P/74Y4wdOxY+Pj71bmKYmZlh586d2LFjB8lSt7a2xt69e7Fnzx4sWLBArbZ4eXnh6NGj+Oqrr4gNfPHiBUaOHIl//vkHc+fOrfN8iqIIJcrmzZsbvfnGYrHQt29fIvj45ZdfYtWqVQCAXr164cqVK4RP9t9//8X58+cxePDgBt9PIpHgxx9/JAHvL774An/++SfjOy9fvmywHgbw//3RwcFBbTHkjIwMTJgwgXHM2dkZhw4dwsqVK/H99983uF218fnnn2PMmDEApONi2rRpAKTBeHqMUBSFy5cvo0+fPg2+T25uLo4cOaIw8/4D/jehp6eHYcOGKbRxZ8+exeLFi+u9xvjx4+WqTi5dutTkVDC17Y1IJMJXX33VJAE0VSGRSHDjxg2F9sTU1BSjRo2CSCTC8ePHMXPmTLRp0wZHjx5V6drvWzxBGWi7qYiS6s2bNyr7OtXV1fj000/VFmDTJLS0tPDXX38xqFgFAgG2bt2qNDNcHURERMDY2Bg7duxgJBMBqvWH+Ph40udUQUBAAKHfiY2NbXLh5r179ypcoyuCoaEhtm7dipKSkjrb9V8ZJ4A0nrhy5UoIhUJ069YNQqEQXC4Xa9euRdu2bUFRFGbMmKGQ0rU27t+/z9hc1zRo+jUnJydMnjwZ06dPx/Tp0wEAFy9exMCBAxt9D7WD0RKJBGvXrsWtW7c0KpTx6tUr/Prrr4iKilLp+1FRUUhLS0OvXr2afUH5Pg4IWUL5yMhI/PvvvwyH4s2bNzh+/DiCgoLqVKnXFDIzM3Hy5En4+fnBysoKGzZsQHh4OP75558mv/e7hqr956OPPkLr1q2VCt00t5iHqujYsaMcfYirq6vS3/D111/DxMQE3377rcJdPUXnjR07Fp6envjuu++QkZEh93lWVhZOnDgBPz8/ODs7N/zHtHCcP38e+/fvV0uMrKWBz+fj66+/Rnp6er1ZJB/QdMjLy8Mnn3xCdtxlM0IvXryI3NxcjB49GgMHDsR3332H0NBQjBkzBq6urpBIJNi9ezdevHiBxMTEBmfm02M9KCgI+/btw5o1a0g24QeoD/p5WltbY9u2bUhMTMSkSZOwbNky8p34+HicOHFC7lwWi4WQkBDGu+TxeFi1ahWDKqeiogLffPMNWaBt2rQJly9flrueQCBAYmIiHBwc1AqMA9Js3ps3b0IsFkMikTBE4mr/Vhp6enpYu3Yt8VM7d+6s8NqK7EtOTg5mzZoFd3d37N27F7/++qvKGbMJCQmYPHkyoqOj5T7buXMnKVX29fXF559/Lnd/iUSCv//+GxEREUhKSoKdnZ1CETx1oeh3xsTEYOLEiYzPFNnTurBq1SpGkEEikTAWRufPn0d2dja+/fZbWFpa4ubNm41OPOByuejVqxfJ7v/7779x//59ue9ZWFjgl19+Ufm6w4YNg5OTE3744QdSvTR27FgMGjQIgDSI/vvvvyvM1vP19ZXzNbKyskjpfX5+vhz9GiB9LwkJCZBIJOjZsyc4HA5EIhFWrFiBBw8eMCrIaoPNZiMkJAS2trYtygf8gHeLTp06wcnJCVpaWggPDyeJIDTi4uLkzhk6dCix5zQU9akOHTrAysoK4eHhzSKWGRcXh5iYmCalUaoPSUlJePbsGSMI6enpSWwjzcFPURREIhGuX7+uMC5haWmJoKAg7Nixg1Qq+fv7Y+HChc3yO5oatN0cOHAgpkyZwvhs8ODBcHBwYBw7duyYXGXVgQMHEBUV9U6T00aMGIGRI0eSquWmQmVlJc6ePQt3d3d89NFHAKSJZd999x1qamogFotJdVVd0NbWxs8//8wQ0KT9MrpCSRYlJSVITU1Fx44dSeVOQ1BcXIwbN25ALBaDoig8efKEcFQr8n/qwv+S/fLy8oKlpSVMTExgZGSEPXv2QCwWg81mk4puoP5nkpGRgQcPHjQbE0B+fj5OnjyJDh06kORjTb23BmVG3759G6dPn2Yc09HRga6uboOzOHJycnDgwAGVgxFpaWkoKCggTnpTB6S5XC709PTe28yD4uJiMrk/ffoUBw4cYHxeVlaGN2/eKOQFbAqUlZXhxYsXsLOzg7m5OcLCwlBTU/M/EYymoaurWyc1iZ2dHbS1tSEUClFVVQUej6fWwBcKhcjNzUVVVRURWmgOODk5Yfz48Yy20mIegHTXW1dXFyKRCBRFoWvXrrCxscGqVatQWVkJNptd7zjz8fGBp6cndu/ejcrKSjlHle5frq6uLTYYTVEUzM3NIRAIFAZX6oJQKEROTg4ePnzYZJmVzQWRSIQLFy4gNzf3XTflfxqVlZVKsxLi4uKQmJiITz75BEZGRvjxxx/h7OyMkJAQUjI2btw42Nvbw9TUFFVVVY3aWHBxcYGzszOuXbuG1NRU5Ofnv7NyTU1BS0uLLFq1tLRgbW2NwsLCJlvQV1VVISsrC6amptDT00NoaCi2bduGM2fOYNKkSTAxMYGenh5KSkrw4sULufPZbDbat28vNxf36NGD/JvH46GyshLbtm0DhyN1J9+8eYPk5GTk5+cr7AMikQgeHh7Q0dEh56jyW168eKFynyotLUVBQQE6duwIHo8HY2NjtWxneXk5jh49ivnz52P8+PE4efIk8vLylGZE6evrQ09PDwUFBcjLy1M6Jz969IjQz+Tl5WH8+PEwMjKSK9G+c+cOGYt8Ph+enp4ApBsEurq6Kv8WLpdL+hwNAwMDWFlZIT8/Hzk5OY22H/VlOL969QoJCQmYM2cOjIyMkJKS0qjseG1tbRgaGsLLywscDgdZWVm4fv263JoEkGZOz5kzp16dAdqeOjs7w9PTE/v37ye+WdeuXUkmdUREBBHrlEgkqKysJPOSi4uLHB1JaWkpY2wpq+bMz8+HSCSCv78/9PT0wGazcfXqVTmNDzMzMwaHKYfDQZs2bRi84x/wvwlZmkxXV1cigJqUlCS33lMEZ2dn9OjRA3w+X2EgkMvlwtTUFLa2tjAzM0N0dDT4fD6hhqEoCrq6ug1aI4vFYsZYkkV6ejrZ3NLS0oKpqSnKy8ubzG5WVlYSu0lnrBYUFMhlHlpaWjK48WlIJBKF1An0es/NzQ03b94k76SysvI/E4ym7aaBgQH69u0LQDpHmZubo23btmjbti0AEPFH2haamZlBIpGgsLAQ0dHRagcyNY327dszKsOaCnw+H7GxsdDT00OHDh1QVFSE5ORkHDp0CCwWC/r6+koriGkfUiQSQVdXF2FhYQzRY6FQiHv37iEhIUHp+rJDhw5k3hAIBGrFCHR0dFBSUoKYmBiSnd0Q8e//KuqiFKEpuHR0dGBoaIiQkBAy91VVVRH/yNDQUKH2E+175OTkKPTdmwoVFRWIiYmBhYUFrK2tNUot1GiaDkBqhAYOHAhfX1/s3bu3zp18TaKqqgq7d+9G27ZtNZImXhe6dOkCf39/suvzvuGbb77BihUrAEBhANTLywv9+vVr9izzGzdu4PHjx4yy3v8FsNlsjBo1Cjk5OXUuLGtqanDgwAG0atUKYWFhat0jIyMDXbt2Jc7hu8wsiI+Px6VLlwBIgxETJ04kk+/Tp0/x/PlzTJkyBRKJBCwWS6XsfB0dHRw/fhw3b97E6NGj37tglbGxMS5fvoxHjx6pLdiRkpKCLl26fOBP/oB3hm3btuH48eM4e/YsyeoIDAyEt7c39u/fr5FSxjVr1mDevHno06eP2hs2LQ0+Pj7o1q0bdHR0YG5ujqioKPz2229Yt25dk9zv5MmTuH79Ovbv3098s9LSUnz88cd49OgRWCwWpk2bpjQgTAsF1hVc6N27N9q3by8nYJifn49evXop3GB69eoV3rx5g+HDh9fJn9wY/PLLL1izZg0AqSggLQLTEFAUha1btyImJgb9+/dXGEidM2cO5s2bh4EDB+Lly5cqXff27dvw8fHBunXrCJWDIsTHx5MsXWNjY0yePFmurFcZaDFbWb910aJFmDhxIvr376+Ub7KpYG5ujpkzZ+Lu3btyvNSqokePHvD29oaOjg7Onj2LTz75ROnckJmZiW7dutWrRxIfH4/AwEAsXrwYS5YswcGDB8k6RpZ3MyAggPCK8/l87N27l9xb1XeiDMXFxdixYwf8/f3RtWtXuc+1tLSwf/9+Rtm4UCjEiRMn3qlv9wEtA7I0lg1Zx23btg2HDh1S+nnnzp1x7NgxsNlssvl8/fp1jB8/HhKJBDweD1OmTFFI0VAfiouLsXfvXoVCnbLxhHbt2uH06dP466+/msxunjhxgtjNnj17auSaWlpaGDt2LGJiYuDr69skXNctCQcPHsT58+cBSDPIL126xLBBsbGxGDRoEIqKiqCtrY3Dhw+joqICw4cPb7RGwvsKiUSCjz/+GDdv3kRVVRXmzZuHr7/+GmFhYQqrAzt06IDHjx+ToKeZmRnjcwMDA5w7dw6XLl1SGl/p06cPqdaJiYlRWNGmCBRFISwsDHl5efjnn3/+Z99ZXVA1YeDFixcYOnQohEKh3Ge//PKLQpqO6upq7Nu3753Z/cjISDx9+lSjVIoNCkZ3796dEa2nKAqurq5gsVh4+fIlqqqqQFEU3NzcFEb1NQV6dyA7OxvPnj2Ds7OzxoW79PT04OrqCjs7uzp/S1paGm7duoU3b95o9P6aQmlpaZ3ZIZaWlujcuTNSUlJUIpzXFGpqapTuiL+v6N27NxGjiY2NJbu8dHYXl8slWcGqbG5UVlYiNzcXL168gL29PXR1dXH+/HmyKO7WrRsMDAwwatQoPH36lCzyRCKRwhKdpkZKSgr2798PQLor7uHhgYyMDEYmg+xYop1N+hhFUXjz5g1ycnKQlJTE6Bvm5ubo27cvKYkzNzeHl5cXJk6cCLFYDIFAgAsXLhBBsrS0NHC5XHh4eLwzFXE6k+TixYuMHX8WiwULCwuVOb3d3d0RGBjIOPbq1SuyODYxMUH//v3Rtm1btG7dGsnJyYzAiabEHzQtIsFmszFo0CCyK//o0SPCFWdra4uQkJB69Qg+oPlRUVEBPp8PgUCA/Px8XL58mYxVKysrGBoa4vXr10rPZ7PZcHd3J+PSxMSE8TlFUTA2NoazszPGjBmDp0+f4sGDB41uN23TLSwsGn0tdcDlckkWSlFREa5du6ZxfyE4OJiUwhYVFSE9PR2ZmZnQ0dFBWVkZJBIJ9PX15eZcZagvg/Xt27ckWG1oaEjKWimKUqr0LhQKUV5eTgKhoaGhSgV1JBIJkpKSkJmZqZaPUFZWRvyYmJgY7Nu3D0FBQXLB79u3byM/Px+hoaFo1aoVJkyYgBs3bpC2xMfHE1uWkZGhdNGlr68PW1tbDB06FHZ2drh69arC9gYEBMDDw4NxTJEgWHBwMAluvn79Gvfu3UOPHj3g4eGBDh06kDHz+vXrOjMEZfscDQMDA7BYLKXvpykgkUhw6dIlFBUVoX///uByuWrbEQMDAzg7O8PGxgZsNhsnT57EzZs3kZOTo/QcVX0guoqsvLxc4cKehkAgIBssAoEA2tra9Qq3qwqJRIKKigpkZGQgJiYGXbt2ZVR10b6U7EY9zdGviXtr0qbXdb3/kghVS4Kyfuju7o4JEyYgPDy8TuqDioqKOueSuLg47N+/H4GBgWjdujV0dXWhpaVFfG2KouDp6Qlzc3O5c4uLixWWkkskErx58wZZWVkoKytTGJCRRUlJCa5fv96k62w6M1FRYLyhEAqFuHr1KuLj45GdnQ1AOjeHhoaie/fuAKTUZNXV1Th//rzCzTM3Nzd06tSJcSw+Pl5O6Lmx0NLSwsCBA1FUVNRgXn/Z7E4Oh4MDBw4wNuvod96uXTv4+vqiVatWGqMa0NXVRWhoKNLT0wl1k76+PkJDQ/H69es6n5epqSn69esnV+HS1IiPj0d+fj5evXoFoVCIsWPHkorhwYMHw8rKCpcuXWJUhnG5XFhZWSErKwu5ublK7WBdSRxRUVHQ09PDwIEDYWNjA29vb9y8eRN5eXlwd3dn+Aja2tpo1aoVWCwWWCwWzMzMwOVyMX78eKUJqCKRCBcvXlR588XIyAje3t5ITU39z2/Y0BAIBMjJyVE49926dYuMG3otnJ6ejpycHJSUlCjNZG9qe87n8yEWi0liCSClhnJzc2OcFxkZSRIp6oPaXgxFUQpLSiQSCRISEnDmzBni0E2dOlVpirkmkZaWhrS0NIwZM0ZhMLoxL8bMzAxhYWF1OlaANIDS1IJLTQlnZ2cMGzYMBw4cIEFrRb9Z0bNU5/nW56S+72CxWFi2bBkpZV65ciUJQBYXF+P06dNqLx4kEgmys7Nx8uRJDB06FLa2tliwYAFZMB85cgSjRo3Cv//+i507dzY440hTePjwIRkLBgYGmD17NmMeoN+zsv4FSIMEWVlZ2LZtGyMA0KVLF/Tq1YuRrde2bVvs2bMHgPQZ+/n5EQf5yZMniIuLg4ODg1wwunZfbKpFUvv27dG6dWv4+fkhOTlZrg2qolevXti4cSPjvL/++osEox0dHbFjxw7weDyIRCJs376dOITqjlEAcs+GPtbQZ6Zs7uByufj1119JyePChQtJMLp9+/bYu3cvKIr6kAXegpGcnIxp06ZBIBBAR0cHDx48gIGBAd68eUNK2gFmn+Jyuejfv79Sm03DzMwMGzduxNatWzUSjDY3N8ewYcPIHKLJca+sj9f+95s3b8jz0iQ+/fRTIpAaHR2Ns2fP4vXr12Te0bRNf/r0KaKjo0kgwsnJSeU57d69e8jNzcX69esRFxenMBgtFotx8+ZNtXmMZfHkyRNMnjwZu3fvhouLCwDpc6C5me/du4fg4GDy36BBg0hbrl69iqtXr6p0Hy0tLaxYsQKRkZG4fv26wsD11KlTMWfOHNIGRaAoCp9++inRXaBt+uLFiwl3MSB9R3v27CH+dkuGWCzGzz//DB8fH/Tq1YscV9bPFPUha2trDBs2DBRFIS8vD5999lmj+kVdUNaH8/LyCAe0utdTdYwlJSUhOTkZc+fOhaOjo9ptrOu7zWXT63qnytrwAY2Dsv4QEhKCHj16YMCAAY3i4Y2Li8OUKVOwdu1atG7dWu5z2p4r6rPPnz9XGmy8e/euSry4gHTzjRYBfddQZ5xUV1fjyy+/REFBATlGaxo4OTkBkFbXDBs2DJGRkSRgLYsePXoQQWL6vuvWrdN4MFpPTw+rV6/G8+fPGyUySyMjI4MIA9fGiBEjsHz5cgDQWDDaxMQEGzduxOnTp0kw2srKClu2bMGePXvqfF7Ozs7YuXMn0U1RFaquJRV9DwCuXbuGCxcuAADatGmDbdu2kTXz999/jydPnuD69euoqakh59PnxsTE4O7du0rbVZee0IYNG3Dy5EkEBwfDycmJrCHv3r0LZ2dnOXqvIUOGMJ4NLf6sbO6prKxEQECAyoFle3t72Nvb49ixYygpKWm2Nbq6aGwcTFXs3bsXe/fuBSBN2ggJCcGTJ09ITOld2nOBQIArV66QuXvGjBlknNNtGT9+fNMFoxVBIpHgp59+QkREBKqqqjB48GBMmzYNycnJCndaCwsLce3aNUgkEmhra2PUqFFo164djh8/DolEgqqqKixevFjhhFwXunbtis6dO+PKlSuMXU11O4i3tzfatGkDQLpoHDlyJKZNm6ZQYby8vByff/75f4orp67nVZ+QXkOuXV1djdOnTxNBxSVLlsDDwwOLFi0iQcX3BWKxGN9++y3JutNEGaw6z7dnz544ceIEfvnllxYn/EVPaqr2LxMTE4waNQovXrxAfHw8/vjjD/j7+9eZ0aWnp4eNGzfi1q1b+PXXX+tsT+12NLeRKysrw6xZswjnnjJYWFhg9erVaNeuHTmWkZGBJUuWqMwX1dgxWlfgBFDN4Cn6/Pnz54iLi0NkZCTZAf4vzaX/RTg5OeHw4cM4fPhwk6nF37p1S64MV1WnRl1octwrulZJSQmuXr2Ka9euYcOGDQCkWcv1ZYGpg+DgYCxcuBCBgYGoqqrC5cuXGRQZzWHTMzIycPjwYQDSSizZrOolS5YQAcFr167h33//BQBkZ2djwoQJCA4OlqOqePXqFZ49e4Y+ffogMzMT165daxQP+bp163D9+nWsWbOGwbFbUFCAyZMnIzQ0FPPmzcPy5cuJU33hwgVs27aNcZ2wsDBS9vr69Wt8/fXXAKRZQNeuXUNycjJGjRqlcIEWHh6OyMhIrF69mlRP1QfaptcWMZRIJLhx4wZevXqFvn37Mja5jY2NGRVazQmKovD9998TfuRTp06RzeLXr19j9OjRKCoqQmFhIfr06SNXEQEAubm5uHHjBuNYjx49MG7cOADSLPxt27bh2rVr+OuvvxrULkDqry1fvpwh6EYLkCmyyw3dEK1rjDV0Efv8+XPExsaqtNBvTpte33VV+e4HqA9F4pg0JBIJnj592mT3njNnDgYOHKgwKxqQ+gz0/F5RUYErV67A3t4e/v7+CAoKYqzzxGIxvvvuO8TGxjZZezUBdfqujo4ONmzYwMgO5nK5ctVZxsbG2LFjByMzuqCgAIsWLcK1a9cwfPhwLF++vE4BYC8vLzlu+hcvXqj8PCsqKjB79uxmyUw9ePAgSaYpKCjQiIA5bc9l40e0n5GamlrnucnJyRg9ejTGjx9fJ3VWbai6lqw9t9J/DxgwgPgchoaGcpRPrq6uOHLkCEQiEdhsNlxdXVFQUIDw8PA6K4MoioKdnR3GjBmDhw8fylUULF68GL1795aj1ikvL8fx48cZa21XV1dMmzZNYaCeXg/UhlAoRHp6utL21Yd3vUZXBk3acw8PDxw7dgxisRh8Ph9Lliypd2OmJdlzGxsbOeHb+/fvY+XKlYiKiqrzfrJQOxgtkUiQl5cnV/59/fp13LlzBwDQqlUrDB06FMeOHUNKSgqys7MZjnleXh7i4+MhFouho6ODmpoaImIHSBcy33//vbpNg52dHdzd3REVFUUm84qKCoWLPpFIJEdHoa2tDSsrK9jb28PDwwPZ2dkoKyvD6dOnERwcrPCeIpEIL1++RHZ2NhwdHVFQUNAsCsP/JYhEIiQnJyMvLw9GRkYICgpCQEAANmzYgLS0tHqDdS0NtUVnAGmZkL6+fqMnU9pgy/bpvLw8vH37FoA0GBsWFobt27c36j4NAUVR0NfXZ+ymyv5mdX87j8dD69atUVRUhLy8PPTq1Quenp5koqYoCtbW1gzjqKWlhb59+zI2oyQSCUpLS8Fms5uUNqgusFgs2NraorS0lJQN8/n8ejm6LCws4OHhgcGDB4PFYpH3nJqaiujoaFRVVZFMFBsbG8Yzpvtcc2zoqPtu6VL9tLQ0vHr1Cq9evWqiln2ApkBXaDg6OqJDhw7E3gNS2+no6AiBQAAej6d2ZgkNkUiEzMxMPH36VE5lvTEwNjaGoaEhysvLVZoDNJXloKenB4FAgKqqKmRkZDQZ77W9vT2GDRuGiooKFBQUICEhoV6eXE2jvLycVDRUVlZCV1cXfD4flZWVcHV1ha+vLwAwMnUqKipw/vx5mJubk8UfLcxTVlaGt2/fwtjYGNbW1khMTFSYbWxoaAixWIysrKw6F2ZPnjxBSkoK5s2bBxcXFxI4qa6uxsWLF2FgYIDBgwfD1tYWjo6OsLGxQUlJCa5cuYKcnBxSEmllZQVfX19YW1vj1atXMDExgUQiQXFxMZKSkpCfn68wcxAAzp8/j7i4OMyZM4fxflgsFmxsbBRWTTk5OZHsORq0QGNiYiKSkpIQEBAAMzMzEtg1NDSEjo6O0tL7ysrKJtV2CQoKQu/evQFIA8s3b94EIB3ft2/fBiCl6VHUBn19fbKZUVhYiPLyctjY2KC4uBhv374FRVFgsVjo3bt3vQETDodD7CKLxUKvXr0YfMxCoRAHDx5EeXk5ysrKQFEUiouLkZyc3GyCuvQ8IxKJUF5eTuaejIwMRvtrIy8vr86sN0216wPeD2jSXtaFoqIi4ofSY+Sjjz4iuk2VlZXIy8uDubk5sbVGRkakAqq0tBRRUVGwsbGBl5cXvLy8GNcXiURNxgetDBYWFgzKRIpiUihyuVwYGRmhvLy8Qfy4bDYbHTt2hIWFBfT09Mi8lpeXBx0dHVhYWICiKPB4PAwYMIBxLk01+PbtW7x9+xZDhw6FtbU1bGxsYGhoCEdHR0acw97eXu6ZFhUVkSoSoVBYZ4yCznjU0dGRy3KvrKzUiBYIjabw/Wl7Lgvaz6gPJSUlOHPmDKFEsbGxgVgsJn4FLdhJ+5H1zZHK/Ej6GC1S2LZtW4SEhCi9jrGxMYYMGcI4lpaWhri4uHorZPT19eHl5YW0tDQUFRXBwMCA3L9Hjx7o37+/3DkCgUBhIl3te9Fipw8ePGjw/GNmZgYHBwew2WxUVFQgPz8feXl5KC0tlYsnvA9Q126amppi6NChKCoqQk5OjlK+/6qqKrx9+7bB6/mmsufa2tqwsbFBVVUV0tLSYGNjg4yMDLX7Q4MyoxcvXiw3sGsHdimKwtChQxETE4PevXszHG+xWKyRHTBF0NfXx5QpUwBIB86xY8cU8ksVFBRgz549jKCen58fLly4AB0dHfD5fIwePRrPnz+vs62Ghoa4cOEC+c7s2bNVzhb7ACZatWqF2bNnw9XVFdbW1rhx4wb27Nnz3isNU5SU7N/BwaHRE+t3332Hly9fMvi/v/zyS1LqNH78ePz999+NukdDwePxMGnSJIbgD0VRjRb28ff3h5+fH8zNzfHs2TMMHjwYQqEQOjo6uH79utKFP42qqirs3bsXXl5eGDp06DtZZOnr6+Ps2bO4dOmSWirNa9aswcCBA2FgYIBdu3bhiy++ACDdpb527RpDzZYWlgGkTs6IESOQnp6OAwcONNl821Dk5uZi3759GuXl+4CmhVgsxowZM0jATHZDul27doiKiiLOt4GBQYMyIvLz89GnT59GZVMowrx587BgwQLs3bsXBQUFDcoQUBcURWHw4MGwt7fH559/jjVr1hAR4aaARCLB1atXERcXp5YqelNAR0cHkydPxsuXL3H27Fl88cUXWLZsGQAobNuhQ4dw5swZAEDr1q1x7do1fPTRR6QaRCwWY8mSJQrvpauri6qqKgwfPhyxsbF1Ls6KiorQt29fjBgxQi7j+dSpU4SSw8XFBTdu3MDYsWMxaNAgDBs2DBEREQCA3bt348SJEzh//jxsbW0xa9YsAFIBMFWee3l5OQYNGsTwBczNzXHr1i3Y2NjUez4gpeb68ssvUVZWRiiZFixYQETMYmJi0KVLF6XzK71B2xyYMmUKRo0aBQDIycnBvn37SECntm/A4XAwevRomJqa4ptvvsGXX36Jo0eP4uzZs3jz5g3Z0DAzM1OphNzW1hY3b94kgTBZ3wSQ2swdO3YgMzOT0EGp+h41jeLiYuzevZu8sx07dqB9+/a4evVqo32oD/gATWHlypVYv349ACjcTLp+/TqmTJmCzZs3k3EvC3qN3pyc9fVh1apVDAokgDlXeHt7w9PTE4cOHWoQnYRAIMDhw4fh6uqKUaNGYcWKFdi9ezcAYODAgaRyRBV8+umn8PT0xI0bNzBu3DgMGTKE0S5FG5oBAQHw8fEBIA1iHjx4sN4gZo8ePbBv3z7GsePHj6sttv4+YuPGjTh48CCuXLmCiooKDB48GCKRCBKJBHw+H46OjiplTtfnRxoYGCils9U0evTogb59+2LatGmEX76xegdxcXHo27dvo7Lof/jhB0ycOBGGhoY4ffo0ZsyYAT6fDx0dHUybNu2dJZA1N9avX4+1a9cq9csiIiLg6+uL3r17o23bts3cOuVITU3FsWPHsH37dlhaWjaY2ketYHRiYiJu3LiBmJgYouLYunVrdOvWjfG9Tp06QSKR4PLly3j8+DEqKiqUZmEIhUIcP36cwXNbXV3doM599epVVFdXY9iwYeDxeJBIJPDw8CDZIi9evCAcQqWlpaisrIRYLAaLxcKQIUMQEBAAXV1dcDgcCIVClJaWQk9PD6NHj2aUyMuCxWIxBMj69etH/k5KSpIrNWxp0NPTw/Dhw5VmfjcG6maXcTgccDgcsNlsVFZW4uzZsy2OakJVGBsbIywsjPAUW1hYNChbUCgU4tWrV2SBoojYXzb7KTo6Glu3bq23HEnTCA4OhpeXF8zMzDTuZNJ9Ij4+Hm/fvkVhYSFEIhEqKipw+PBh+Pv7IzQ0VGlf4/F4GD58ONhsNp48eQIXFxdGmXZTwcDAAK1atYKlpSUEAgEuXryoMGvexcWFZJFVVFTgxIkTZPNOX1+fzCc1NTUoKirCgAED4OfnBwsLC6WLVHoTQFOLWE3zYYnFYlRXV7e4IPkH1I3am870/MbhcOTK7fX19eHr64vU1FRSDWBoaEjEKLW0tOTmRLFYjOLiYo1VF1lYWGDw4MHo3LkzTExMoKur2yyVAhYWFnB0dISZmRn09PSgp6enklhtQ1FYWIgnT54wMnibAqrOA3SWl7W1NXx9ffH69es6lb9rampIu1NSUrBz504EBAQwBFvrWpTU1NSgb9++6NChA+PYiRMnGO9bIpGgpKQEz58/x9atWxmJCnw+n9hZDoeDXbt2wd/fH506dUJYWBisra1x6tQpVFdXQyAQ4OXLlygrK4O2tjYkEolKmegODg7g8/kMmw5IgxX79u2Dr68vg1MZkIob1Xbwb968yXie1dXVePbsGeEXTEtLQ0FBgUapYFSFRCLBhQsXiHhphw4d0LFjRwDS4G+XLl0UzvsPHz7E06dPoaOjA09PT4SGhqJnz57Q09ODg4MDOBwORo4ciVu3biEzMxP79u1jcM3q6upi+PDhjHFmbm4OKysrxqYtjZycHLLpVVpaCh6PR+zSuwBNUUivlaqrq1FaWtpkWiothX9TFs7Ozs3im31AwyErTkdDtkoqOjoaRUVFSjfCWCyWnC0sKSnByZMnwefzSQVW7XOGDBkCiUSCs2fPatxvvHfvnsJxb2RkhGHDhoHL5YLNZqN169bQ19dXKSNVFhKJhGHjKisryfytyB9JSkpCeHg4AOkGqqxN79q1K3x9fcHhcFBaWorU1FRIJJI6/QstLS3iq6m6JtDS0oKJiQkoikJVVRWOHz9OqDT/66iurkZRURFEIhGEQiH5N438/Hw8fvwYjo6OROumIaD9pNp6RnVBLBYjPj5ebb0ELpcLLpdLsldriznXh+LiYjk+7br8jMDAQOKPZWRkEE7s2nj06BGMjIwwfPhw8Pl8Mi6EQiGePXsGW1tbhpDvfwF0ZcPly5eJvb9//z6pnLSxscHAgQNBURT4fD5OnDiBsrIyublAFu/KnovFYmIPxGIx9u3b1yCBWZWD0RKJBPfv3yeZFzS6d++OTZs2yX1XKBTizz//JNkkyiAQCPDjjz+q0WTl2LhxI86fP4++ffuCx+OBoiiG+mxycjLOnj0rdx6Hw8GyZcsQEBDAOE5RFDw8PLB582ZGgE2REaI7wYwZMzBjxgwAwP79+1t8MNrExARr1qyBmZmZSsa1rt8u+x2aD0mWVF1VUn9AaoAXLVr03lF00LC1tcWGDRugq6sLsViMXbt2Kc32q2sSEQqFuH79usrl3Xfv3lUqZtCUmDp1KkaPHo3NmzejtLSU8b7VnSRrf5+iKIjFYty5c4c4XoA0ePDDDz+gZ8+eGDBggEJ+KYlEAgMDA6xcuRIREREYO3YsRowYQQJnjWmXos9lr2lmZoZBgwaBoiiUlJRg+fLlcgKGgDTze/PmzQCAzMxMsqkmy/VEg8ViYdGiRejTp4/cZw39LaqIRKgyfmv//vrE3FRtb1Mtxj+gaWFubo5Bgwbh4sWLyM3NBUVRsLCwIGNCGTTpULm4uGDjxo3gcrmMDfHa/Z++b0McOkXznKurq8Lyx6ZCRkYGzp07J9cmZX/Loiltup2dHWxtbXH06FGVbVhWVhbmz5+Pr7/+Ws4nUwYul4uffvqJcay4uBi3bt1SuNh/9OhRnUJGtEDe/Pnz0aVLFyxevBixsbG4cOEChEIhJBIJIiIi4ODgoPB8Zc+lffv28PDwQGpqKiNYU15eji+//BJjxoyRC0bfvXtXzu9WhMuXL9dL+9RcWLNmDfn3F198QTYVDA0NycZx7X4XERGBU6dO4dSpUwgJCUH//v0xbtw4whNtYWGBLVu2YNq0adi1axe++uorxvlGRkZYtWoVLC0t67Q7NJKTk3HlyhW1bLqizxWNM2X/V3a+svvUvnZdaAk2XVG7lbVR0d++vr7w9vau83d+QMvDvn375LJoAdV9t+zsbHz66adKN4o5HA6WLl1KNro0HYyuHcOg4e7ujgEDBkBLSwsURaFLly7Izc1FUlIS8Sfq8mlrcwOrQusAAA8ePFA451OUVNyWpvJ49uyZ3JyvynhUNP/W1aaSkhIsWbJEbR2v9xm116CyyM/Px7lz5xAaGirH+63oOsrsgLK5t65ricVi3L59m9DfquOv1tTU4Nq1a2jTpg0Rc67dFmXXo8eoqhgxYgS+/PJLAFKtjEuXLikct7t378b58+flaEpqampw5coVdOjQgdCUNZQWRfbzuq6jSXtel53z8PBAly5dEBQUpDDhsnXr1ti0aRPYbDZKSkoQERHBSARqSfZcFhUVFURDRV2oHIweMGAAQ+3c0tISGzZsIEJ/sjh58iQ2b96Mly9fMo6z2WysXr0aEokEixcvbhD3kqYxduxYTJ06FR4eHozjXC4X//77Lzgcjhy1QlZWFtm11NbWRmho6H+mlCAkJARt2rQhi67aUDUrqr5/q3vN9wUUReG3335DUFAQeDweYmNjER0dTTIDlZ3TGCxbtoxUJ1y5coWxEGwKzJs3DyEhIZg3b55Cjs7aRk3d36fMoasNbW1trF+/Hh999JHc54GBgWQnlsvlwszMjHwWERGBhIQEDBw4UCk/kyrtqu/zZ8+e4eDBgwCkmwqy8ycgXZj/888/aNeuHek3V65cQUlJCXr37o3FixfDx8cHOTk5mD9/PlxdXXH+/HlSbgcAJ06cwI4dO7By5UqFpTvm5uYYN24coqOjGQImdY1Ldcepsves6Pv0sdatW+Ps2bOgKAo1NTX47LPPCA+hLB49eoTQ0FAsXLiwSao3/pdRm1ePxoULFzRK9fPo0SOcOHECGzZsIFnRymBqaor9+/fj0qVL+PPPPzXWhtpQ10apci2KktKTDBgwQKmQkybQuXNnfPfdd7h79y7JQKhdbqnqmK7vM0XfaYhN/+abbxRmPNKBZ1lhOEdHR6xfvx5eXl4QiUT44osvGAJzquDTTz9Fly5d1DpHk6jrmWppaWHo0KEK/Ss6g/i/hGPHjhGhXTc3N6xduxZaWloQCoVYuHAhtLW1sXLlSkyfPh2dO3fGZ599hmfPnhEOWj09PWzYsKFeCpPCwkKMGzcOoaGhhM6KRmJiolxWX3Fxsdo2vb7Plfk+qthOe3t7nDhxgpH4YmBgQLLmhEIhPv/8c8Ll6ejoCDs7O4VteRc2XRWoMy99wPuJLl264Ntvv0X79u1RVFSEefPm1VkVA0gzhauqqhAWFqYwCCsWi/HPP/8gISGhWas9MjIyMHz4cIwYMQJz5swBIN30GjNmDF68eIFnz56pZFs5HA4GDBgAa2vrOu9XXFyMuXPnwsrKSs4/S0pKwoMHD5CQkECStBRVkNc3piwtLTF+/HjGsczMTBLTqI1Vq1bh4sWL9b7D/xImTpyISZMmwdXVFSKRCOfOnSPVTwsWLCCUKFFRUUQnQxY8Hg8DBw4kFTmK5tMePXrA2dlZLis6NTUVn332GSNTX9ZuyqKha+vU1FTs378fgLSiKDQ0lKyFf/jhBwwfPlzOL1MVXl5e+PPPPxm85R06dCDUvhUVFZg/fz5jY6OkpAQTJ05UmLDw+vVr7N+/Hz169IC9vb1Kv09TnzfGntd13QMHDuC3336T4+XmcrlYv349fHx8SNxRV1cXO3bsQGJiIm7evKlws72+39eU9tzW1hYTJ07EvXv3FCbbqQqVg9Gyu282Njbw8PBA3759CRcbIM1UTE1NRVRUFK5cuSJ3DRaLhc6dOxNqjOYKRtPtkg0IcrlcODo6IjAwEP369ZM7h81mIygoCAKBQC47Nzs7mzx0bW1t5OXlMcrq6TIYAwMDuLu7IzMzs8WLGpaUlJDAIkVRMDU1RXl5eYPVw/9XQVEUAgMD0alTJ5SUlCAzM7NRA5SiKBgbG5OJSbZ/0ejatSvJwsvKymp441WEubm5QiOqKdS1u6mlpQVTU1PweDyYmpqiZ8+esLW1lZvU9fT00K9fP4XXycnJQWVlZZPNP3QmQUpKCpk3WSwWHB0dwefzkZmZCUtLSzg7O6N3797Q09NDQkICIiIiiNCTnZ0deacpKSm4fv06LCwsyDHZufby5ctYunSpwrbweDy0atUKKSkpTfJb60Lt96ijo0NKCa2trdGvXz+wWCxUVlbKcXnSqKysxOvXr+XoIT6g8VCWuatoU0AZJBIJUlNTiR9gbm4uF3TMz8/H69evUVNTg/LyciQmJsLKygr6+vpITU1lZCxzOBwEBwejrKwMp06dei9sZ21IJBIUFRXJLd4KCgoadV16Dvnoo4/Qr18/VFZWtijeTWWgKAqtWrWCu7s7jIyMGJv7SUlJchyXBgYG6NOnD3R1dSEQCHD//n08ePBArXt27twZVlZWagUuDA0NYWVlBUAqolVSUgI2m42CggIYGhqCy+WiVatWKCwsRHV1tUJuTlXAZrOVlp0qClYYGhq+N34kDTs7O7IQLyoqInbQy8sL8fHx4HK54PP5uHHjBng8HhITE8Fms+Hi4gItLS0UFhaSc/T19REbG0tsgDJOxZqaGty4cQPGxsZE2I/NZsPIyKjRflhTw8DAAJaWlujbt69Cv6qgoADZ2dm4ceMGSfLp3LkzeDwejIyMGtwX1UVTlQJzuVzo6+ujsLAQCQkJcslBH/D+QE9PD66urigvL0dKSgquXr2qsu1zcnIifklNTQ2phBQIBIiOjiabWoDUrjg4ODDWQ2KxWM6naAwqKytx/fp12NnZoXfv3mRec3NzQ5Wu+7QAAQAASURBVFFREdLS0lBSUiK3lqg9TmjbTW9SW1pawt3dHQAYm2wikQhv376FmZmZXFWQnp4eCgoKUFJS0iiOXh0dnTqTAui22traApDSm9au8LaxsQGPx8Pbt2/fe6o9ExMTmJmZIT09ncRxTE1N4eLiAi6XCx6PR2JEtQWw8/LyFCaa6evrw8DAgBEfo1FaWoqcnByYmZkxhIklEgkyMjLw8uVLXL58mbTFwcEBFEUhISEB1tbWCq+pLsrLy0kVgp6eHvLz88najF7be3p6Ij09XWkinb29PVgsFtLS0hgZssbGxsSO0eORw+GQ9XhxcbEcbZZAIFDKNVxWVoaysjK0bt0aenp6cj7k+wTaH3n48CGuXr0KBwcHGBkZkc0NOu4oSwuspaWF4OBgWFtba1xLRxP2XE9PD61atUJ+fr7ce8nOzlZ57d4gD2bVqlUYMmSIXDbw27dvERwc3OJ20FJTUxEcHMwIKru7uyM8PLzegZ2VlYUDBw4wBpvs5FtTU4MDBw6QFzp48GDSkQYMGIAePXpg4sSJCulBWhJOnTqF+fPnA5CWGF+/fh3x8fG4du3aO27Z+4ni4mLs2rWr0fyDXC4X48ePJ/1v0KBBcmWM6mT3agK///47/vrrryZbGNe1e2dlZYVZs2YhJCQEnTp1gq6uLiIiIjBkyBDGuOzfvz+OHDnSJO2rD0KhEEeOHCFK44B0wj516hQSExMxatQofP/995g8eTJ0dXVx+vRpTJ48Wa2+kpKSguDgYJVL398Far9HHx8fkt1MUZRKRjAoKAjHjh0Dj8d7J/ynH1A3hEIhJk+eTJyQ77//Xi4rEZBmQwwbNoy887///htDhgzBwIEDGYJAVlZWiIyMRGhoKEJCQjBhwgQG/URLR2pqKrp166aQL7OxYp2GhoY4d+6c2lx/LQFXr15FVFQUpk+f3qTc2TR+++03rFq1Si0bNXToUPzzzz8ApAHUnTt3QiKRYOvWrRg3bhxcXFwQERGB+/fv48aNG022GVsbQ4YMQZ8+fTB69OgWQ8NRFyiKwsaNG9GjRw8AwLp16/Dtt98CkPJfd+7cmXyXTnaQ5QavnQBRXl7OEB6uz06ePXuWCFEaGxtj+vTpzfauGoqBAwfCxcVFaVB569at+OWXXxjP5uHDh3j+/DmmTp1ab6m4ptBUmcwuLi4YNmwYPvnkExw/fvzD5vN7jBs3bsDPzw+ANNjR0ISmxMRE9OzZk/CR1r6OtrY2Dh06xAjclJWVITg4WOMbTwcPHsTp06dx9uxZUoX60UcfoW3btti7d69cElB944QWZwWYgoOmpqa4cuUK4uLisGXLFsY5zZW8Z2BggLNnz8LNzU3pd1auXAk/Pz8EBQW1uHiPupgyZQq+++479OvXD1FRUQCktC379+9HeHg42rdvr/Y1eTweJk6cqLCaZ9++ffjpp5/Qv39/Rt+VSCSYPXs2bty4QWwcm83Gzp07oauri+7du+Pzzz8n/UZTqKiowJ49exh91tDQEFeuXMGePXuwePFiuXPodvF4PPTq1Uupb1tdXY1Ro0bBysoKZ86caZT9uHTpEkxNTTF9+vRmj3loCmZmZpgyZQry8vJw9epV7Nu3D0KhEP369Xsn61tN2vNvv/1WLjY1ffp0HDt2TKXzVQ5Gf/bZZ+TfKSkpRInc29sbPXv2xMmTJ/Ho0SMUFhY2etFVF9zc3IjqbWVlJfbv30+M1KBBg9C+fXu8fPmSQbKel5cHDw8PBvG3jY0N4uPjCRdU27ZtGaWuYrEYMTExSE9Pr1cQSHYXNiEhATU1NfD29gaXyyWifC0V5eXl2LRpE168eEF2yiorK8HlcmFvb4+OHTsyslI+QDk6dOiAnj17wt7eHhKJVHW3sQ4ERVGMvhwRESFXbhoaGtqsmSSyQhwuLi4YMmSIQroeTUF2947FYkFbWxv5+fl49eoV2rVrB6FQiLKyMsaGUWxsLNauXYu+ffsS+goPDw8yjykSUWls2wDphhydLSFrXAQCAY4ePUoC1Hfu3CHz5NOnT+W48uj2Dx48GCYmJpgzZw6DnkNbWxtt2rRBVVUVWCwWUlNT8fz5c7Rr165Jdo0bs4Oqq6uLtm3bwtnZmWSxZGVl4ejRoxCLxeDz+cjPz1d4LpvNhoGBASiK+hCMbmKUlpY2SOdAdpF48+ZN8Hg8jB07lmQBde/eHQKBAAcOHCDCrp6entDW1saYMWPw6NEjEnCmKApbtmwhmfKNzejPzs7G33//jW7dujHGT1OgdevW0NLSAofDwaNHjxqsKq0MNTU1OHz4MNzc3ODp6al0zLRECIVCIk4VExNDNrnz8/Pl/MWCggJs2LABXC4XIpGoQTyVsjZKVWhpaZF+JxAIoK2tTa7z8uVLEnDIz8/XmDBsbRQUFOD+/ftwd3cn1FJ0n2rJfmRt6OjokGdZO3NRES9sfaKi9W0qDBgwAHZ2dti/fz+qqqpQXl4OT09P2NraQiQSqWUTm1MIKCcnB2/evMHgwYPrFLj28fHBtGnTcPjwYeJD2NrawsHBocEL85YgYMjhcODt7Q0HBwdwuVz07NmTIQj/Ae8fhEJhg0WCo6OjsXbtWgBS6oiioqI6/T49PT1GVZ2WlhamTZtWJy3i5cuXFdI+GRgYYPz48UhKSsL169cZnwkEApSWluLw4cNISUnBuHHj8OTJE0RERODBgweMTGUWiwVvb29YWVmRdRGHw2GsN+gxu3//fnA4HHh6ejLul5mZ2aRxlNpwcnIiayNdXV3Y2tqS9vbr10+u2s3b2xv6+vrvfP5QFx06dED37t1x4sQJVFZWYty4cejZsycMDQ0xfvx4tGrVCocPHwafz0d5eTkjwen27du4d++eSjpW1dXV2L17N0l2DA0NhY2NDQ4cOICbN2+Cz+czrv306VPcuHEDCQkJDH+aFuzkcDgoLi7G7du3oaenBycnJ5iZmclR4TYUtSsJKioqEBcXV2elta6ubp22586dO7h37x5ZD69btw4UJRXDlB0vffr0IeMkMTERFy5cwIABA0hM49WrV7hy5QrxIdVFS7BzNOh4DofDgVgsxunTpyEWizVSXfCufyePx5OrcB48eDCDSqwuqOzdrl27FhKJBGKxGCNGjMDp06cBAB9//DFCQkKwefNmhdQcmkb79u2xZs0aSCQSZGVl4cyZM6isrARFUZg+fTp69OiBLVu2yGVP1CZHB0A4klgsFqOsEJAa1MjISEZ2oyLU7gAvXrzA69ev4e7uTrIxWCyWnDPcUkpbiouLsXz5coWfOTk5wcHBAVlZWSgpKVE5m5FGQwXs3kewWCx0794df/31FyQSSZ3OkCzUfTYHDhzAs2fPGMfs7Ozg7u6usUlNHbRp0wZr1qwBRVFNmild+zklJCTgzZs3ciIMNGJjY/HFF19g+/btJBjt4+NDAlJlZWXYtGlTo2loavM0JiQkIDIyUu571dXV+OWXX8jfhw4dwqFDh5ReNyoqClFRUXBxccHQoUPx66+/ApD2F4lEAl1dXfTu3Zs4EYmJiSgtLUXr1q1J0EJ2vNL/ri0+pirqWszTdkEZ9PT00KtXL3A4HLI58+bNGyxevFjtAPN/fR5pTsi+M4lEgvz8fHzzzTcoLi4Gi8Vq0Fxy/vx5hIeHo1u3bkQkNCwsDL1798b169fh5uZG5gtAmkl94sQJEowuKyvDd999p4FfJ0Vqaiq++OIL/PTTT0TZuz6oOifLfo+iKPj5+aFVq1YYPnw41q9fjzt37mh0Pq6qqsLPP/+M1q1bY8yYMQ2yxY2FJmz6/fv3sWjRIqWfZ2dny4nTNTVYLBb5PfQcK4uoqKgG9Qt1kZWVhezsbBgYGDB0Dug2NnRcagKqBHTp5yYWi8lcX1d76Ws25DfJtmfy5Mno2rUrzpw5Q3x/X19fuSCPKmgOG0PfIy0tDZcvX8bChQtJ0FzR/fv06YPg4GDcv3+fbEK1bt0aXbt2Jf21ofyhytAcfjuXy0X37t1J0Gby5MmYPHlyk97zA1oubt++jdu3b6v8fXqeoecCLpeLpUuX1sntOnnyZCQkJDDmHIqiYGZmhl9//RXHjh2TC0YD0vHwzz//4ObNmxg2bBiuXr2qcO3M4XDg4uICLy8v9O3bl5xbe/6srKzETz/9BB0dHWLPVR1vmrbnnp6emDhxosJrTpgwAePHj5ebo2Ur2uqD7G9/l7GPbt26YfXq1YiJiUFubi7++OMPUuG/cOFCPHnyBKdOnUJNTY0cBdqZM2fw119/qXSf8vJy/PDDD+RvOr70/fffk5iSbN+NiIjA559/zrgG/S7WrVtHjl25cgW3b99GZGQkzM3NERsb2yQC71VVVbh+/TpevXpV51qRoiiw2WzyHRaLRZ7buXPnsHLlSgDSTVfZiknZPjBu3DhMmzYNAHDkyBFcunQJU6ZMwZgxYwAAe/bswbVr18g5mrZzmoaysUmPb5FIRN796tWr5b4n2y9kfdH6xk1LsOey9xKLxZgwYQImTJig0jlqpVpcvXoVK1asYAhhvSv88ssvuHDhAgoLC+Hq6kpKcwoKCtTePRGLxTh//jwjM4HmfawPil5uVVUVjhw5And3dwQHB+PHH3/EggULGNf+8ssv5TJcWyIkEgkuXbqE+Ph4DB48WK3snPrI3v8rsLW1xbZt2wgH2JUrV5CamqpSoE1TzyYvLw8zZ85UKKbwX4C6z6lz58747bffGrQYbQgsLCyIyKuiYLQmcfXqVYX9q7CwEPv27SMOQmhoKMlO9fX1hbOzM86dO0c40B4+fIhXr17Ve7/g4OA6qQFOnz6t0KjS0NLSwsGDBxnvsKysTO2qAW1tbYwcORLJycmEW/sDGo7du3eTf4eHhyMhIQFlZWUYNGgQFi9ejCVLlpCyRXVQU1ODGTNmkM3dBQsWICwsDHv37m0WigZF2LFjB8LDw+Hv7y8n9lcbqs419PdoZWxLS0vy2YgRI9C+fXssXLhQbvPwXUBTdua/aNMtLCywfft2eHh4QCKR4Nq1a0hJSZHzI9XtFw1BXef++uuvGD9+PGbOnNns3NEhISGMxbUynDp1CmvWrMEXX3xBMlyV8RxqaWnh33//BZ/Px4IFC9SyB0ZGRti+fTuhp8jJycH58+cRFhZG3pvseGxJ6NmzJxwdHQFIK3/OnTuHJUuWoH379ti6davCOXLPnj3Ys2cPFi1aRDKNjI2Noaenh3PnzjUJXVdTj/EuXboQHtAP+AB1wefzMWPGDHTp0gVr167F48ePSaaonZ0d+vTpo/C8ZcuWYfjw4ZgxYwbJcv3pp5/Qp08fpdolsnjz5g369++PjIwMhZ+z2WwMGTIEHTp0AEVR+Oeff3Du3Dls2bKFjHtZpKamYvfu3QgODq6TGkMWmrbn9aG4uBjTp09ncH/X1NQo5e+XhbOzMzZv3kyo9ubPn6/SuqOpwGKxsHr1aggEArnMXnd3d1y+fJkE7uoT3FYHFhYWOHnyJE6fPo0//vgDy5Ytw4EDBwjLQG2MHTsWM2fOxKeffkpiblOmTMH06dPh7u7eLPQorVu3hoWFBS5fvqwwS5p+Xjt27MD+/fvx77//wt/fXy6Q7+Pjg9WrV4PFYqG8vBwzZ85UeL2QkBDcuHEDrVu3Jsf69u2L8PBwLFu2DGlpaRg3bhwyMzNx//59zf9gDUBZILp///6orq5GaGioUhqhmpoaTJ8+HUFBQVizZg3+/vtvHD9+HIBUj6d9+/YNHvvN6bPfvn2bULPRf9cHlSOLz58/x6NHj3Dnzh0AUkfS3d1d5RRsWejq6qJdu3Z1kqMrQ2lpKV68eIH79+/j4cOHMDU1ha2tLZydnVFRUdFgJ70hpaDKIBaLkZGRAV1dXeTm5sLNzY1kZxYUFCA9Pf29KrnU09ODsbExLC0tiQjVf2kx2hg4OzujTZs26NatG/T19SEWi5GTk9NkQoKGhoZyiywejwc+n4979+4xSrdpwaXi4mJkZmYyzrGwsICVlRVev36tEZHKtLQ0ZGVlISsrC0KhsFlKLSUSCQoKChQuxExNTREcHEzoHRITE0kWsaOjI7S0tGBhYUH46IqLi8kili4xLioqYpQv0RtUisRRdHV14ejoqLK4hJ2dHQwNDZGYmFjnpkVKSgri4uLg7u5OnL/09HS59wlIS63obAUWi4Xs7GyywNfX14eTkxOsra2ho6MDJycnpKenywnLpKenyzk5RUVFqKyshLu7O8rKyuQyInJzc+sVvUtKSqrzc2UoKyvD8+fP4eDgAFNTU9jb26vkAH9A/UhNTQUg7deJiYlISUmBqakpPD09ERwcDF9fX5JlmJ+fLzenWVhYyAmuZWdnIy8vD48fPybHRowYAQ6Hg8DAQJSVlTFEiAD1BBPVQatWrSCRSJCcnIyUlBSkp6fDy8ur3mC0KjAyMiL0A9ra2gpFhYyNjTXKVUtnb2lCwKY2miNrQiQSIS8vr8WNXy6Xi86dO8Pc3JxUNSmaX5sSYrEYBQUFJPtFEcWIvr4+DA0N34nvpaWlRWw67fsr8mGzsrIIb2BOTg4SExNJZo+bmxvZoMrJyUFRUREMDQ0bpKuhpaWFTp06kfXHsWPHkJ2dTUS3mgNisRiFhYXExtrb25NqEEUoKipCeno6DA0NiXAVXf7+4sULYuscHR0J12hVVRWSkpIQFRWFO3fu4OOPPybvwdraGiYmJi2eD7s2uFwujI2NYW9vDxsbGznf7ANNR/OCx+PBzc2NZOIlJycTv/hdwdXVlWxS5ObmIicnR+47YrEYT548AZfLRU5ODtLT0xk+TU5OjsK50sTEBK1bt4a3tzcJRnfq1AkdO3ZUqW2VlZWMhBPZeQ2Q+gMuLi7EN3r9+jUiIyOVPtOqqiq8ffu2wdQmiqCuPefz+cjJyYGhoSH5LSUlJcQ3KywsRERERIOowfT09NC1a1ciSGxoaKj2NRoCExMT2NvbM47Z2tqCoih06NABQqEQBQUFclm/Hh4e0NPT04ifKAttbW107tyZUMS8fPkSVVVVEAqFMDMzg7e3N16/fk1iWA4ODujWrRvjeTk5ORHO8pycHOTm5kJXV7fJNvQMDAygr68PGxsb8Pl8ufWivr4+unXrhpiYGLx48QJBQUHw8vIin9MBfV9fXwQHB4PFYqG4uJix4Zqeno7nz5+Tv42NjRmJodbW1rCysoKvry8MDQ3h7OwMiqJgaWmpdD3eEiAUClFYWEgyxs3MzFBWVobIyEilFHJisRiPHz8Gi8XC8+fP8eDBAxJzdXd3bxB/eVOjpqYGxcXFSExMJD7h48ePSbtVhcoR0Y4dOzIyF6ytrXH16lWSeacO2rZti8jISHz//ff4888/1Tr3xo0b6NixIwQCAXR0dDBx4kSVdjPfBZKSkvDmzRuMGDGC7PScPn0a8+bNa1Y+qMaAxWJh48aNkEgkYLPZuHv37oesRBmsXr0aAwYMaDIOydro0aMHEYGjoYyqwtbWFtevX8fBgwflSoAmTZqEH374Ab1799ZIhv7PP/+MvXv3QigUok2bNgyxsqaCUCjEsWPH8ObNmzpLlYqLizFo0CASYNizZw9GjhyJiRMnkvOOHj2KxMREAICXlxf69euHgwcPMjhraf4uReVpnTp1wsKFC1Vu+/LlyzFo0CB06tRJaYYFACxZsgQbN27E/fv3kZycjEuXLqmUQSYWi3Hq1CnyDkJCQtC5c2eMGDGCfKdz585yDvicOXMYGbOANKvUxsYGDx48wNWrVzFz5kzG500prHLv3j106tQJ//77Lynl+gDNgqIo9O3blwTCaBX3devWkWPr16/H119/zThv2rRpctmS9dn0e/fuISwsjDFem6L/aGlpEQG6Xr16adxh7d27N6m62LVrl9JSNE3aeW1tbYwdOxYmJiYan1ubI8BZUVGBvXv3MjYqPkCKqqoq7N+/nwQkevbsCV9fX8Z3Pv/8c1y4cEFtLmxN4Nq1a8RW2Nra4sGDBwp9/xEjRmDIkCEApGKFQUFBqKysBJvNxtatW9GpUycA0srGX375BZMmTQLQfOJcmoRAIMDhw4fJ5u3GjRsxZcoUpd/ft28fvv/+e/Tv318hZdDbt2/Ro0cPfPbZZ/j9998BSOnIunfvjoqKCgiFQkyZMoWUvP/8888MLZ/3BQ4ODhgzZgzYbDaKioowZMgQkj2/a9cuUp79Ac0DNzc33LlzBzweDwKBAD179nynczSLxcKmTZvQtWtXAMAff/yBH3/8Uen3s7OzsX37doZPkZ6eju3btys9R1dXF8eOHSNBvLr42usCh8PBzp074e/vzzjeXOtBZVDXnmdkZGD79u3o378/EZ+8ffs2Ro8eDUC69nkXdqcxGDx4MDZt2sQ4JruBWlRUhF27din0DYODg0nQtzkwatQoIuitqtZIbm4utm/fju7duzNEgZsCoaGhyMvLw44dOxQ+r5kzZ2Lq1Kly/Z7H4+HQoUNo27at0j75888/ExpKGnv27MGoUaMYx/766y+IxWKil+Th4SG3Rm9JKC4uxs6dOyEQCMBmszFu3DiVNw0eP36Mzp07t9hAuyzS0tJw6NAhbN++nfgmDfHnVA5G185eoCgKPB4PXC5XjsskMDAQvXv3BiAdMLt27WJk/2VlZWHPnj148OCB2g0Wi8Worq6Gp6cn7O3toaOjI1cS0FIgkUggFAohkUhQUlKCbdu24c6dOw3KBHlXoCiKMcE4OTmha9euePbsmcZFDXNzcxEXF4fCwkJoa2u/8935utChQwcMGjQIbdq0IaU+GRkZSE5ObpKSSRpsNluuv1MUBQMDAyxatIhRGWBqaiqXnWdubo5p06ahV69e4PF4jRa7S0pKwi+//ILHjx+Tft2cC0uRSKQws5huF81lnZeXx2gfRVHEMZFIJGjXrh3JZLCzs4OWlhbat28PBwcHAFKe02vXrqGwsJBxPzabjSlTpiAwMBAsFgs9e/aERCLBzp07FWYRuLm5YcyYMQgICFBJeEggEKCkpAR3796VE0VU5dnQEIvFjN9Mt712X6LnLFnQGQRr1qxBYmJis85f9Hx/5swZFBUVyQXCP0AzkO0Lubm5iIiIQLt27UimX9euXbF06VLs27ePbMY8ePAAa9euxZQpU0hGYu/evUFRFHbu3Emqnq5cuUKCbImJic02r2tra8Pa2hpff/01wsPDG+Rv1AZto4qKiuDm5oaZM2dCIpE025jgcDga83fehZYDzZf3vwo3NzcyVgoKChiUd7K27Pjx4wzKLYlEgtjY2HcWEKDnYUBKCbZ69WqFCys/Pz/0798fgDRo/eWXX+L27du4ceMGDh06hOTkZEydOhUhISEQCoXYtWuXwqxHWWhra2PGjBkkY/bcuXN4+/YtIyCuboVlY+Hm5gZLS0vo6urixYsXOHLkCCiKgkAgwLZt24hvHBYWBkdHR2zbtg0REREQCoU4cuQIqQ6RTQSg55GIiAiiL5GVlYXy8nJiy2U3t4RCIVgsFvz8/JCRkSFXcdLSwGaz4ePjA3t7e3A4HDL3VFdXk74VGxuL27dvyyVcfIB6GDlyJKysrLB9+3bybMeNG0fobQQCASiKwsSJExEQEAB9fX1oaWkR/td3CYlEgiNHjpCxoYj2zsnJiVBeGBsbE59e9hp1+crV1dV4+vQpCUK3adOmQYl1YrEYBw4cQGJiIqZMmaKWbeZwOOjYsSOpkrCyslL7/rJojD0vLCzEixcv4O3tTYLRrVq1IklMlZWV2LZtm8Ls7Q4dOmDgwIGMY48ePSIaYnl5eVi5ciW0tLQgEonqTL7RJGqLRgL/v0YHpL+ppqZGoT/y5s0biMViREdHkzV1Y2ghTpw4gYSEBADAkydPFLZVlm8ZkCZu/P7774zndefOHWIbUlNTlbZfk6DXjYaGhggKCoKNjQ3c3NwYrAhaWlokzpCeno69e/fi3r17EAqF2L17Nzw8PODt7Y1WrVoxqggAqUBmq1atGP3r2LFjyMzMxMyZM6Gnp0eE/2TbpKWl9c7nqvogFArh5+eHPn36wN7eXmVqFQcHB4wfP55wTEdHR7dYOisTExN07twZiYmJhGGidevWGD58uFrXUYsrQjaYoaWlBYFAQBTSZQdEUFAQVqxYAaFQiBcvXmDfvn0Mw5Ceno7vv/++wVF/FouFdu3akXJAVdGUiy9F15Y9VlJSgl9//VUlJdZ3DYlEAoFAAKFQKFeK6ezsDAcHB7x9+xYVFRV1ToR1iR3JHqP7T1ZWFsLDw4mwZEuGn58fVqxYAeD/25+WloYbN25o7B71PTdZGBkZYdmyZfVe08LCAt9//z309PQ0susWHx/P4AZqLNT5zTRojmSxWEyyI9RpF0VRCstfaLFDQOpAKHq3bDYbc+fOJQ5cv3790LVrV5w7d44Eo9lsNlgsFgQCAdzd3fHdd9+Boii5kid6ISA7V1IUBT6fj9u3b2uMb1csFkMoFDICkPQxZRsJZWVlJFvrXeDUqVO4ffs2wsLCiLjD/3JQqymRmZmJzMxM2NrakmB0UFAQOnbsiDt37pBg9K1bt3D37l10796dLOR69eqFrl274sKFCyRAdOHCBVy4cKHZf4dAIIC1tTXJqnry5Inaon+1+1hmZiaxUQ4ODhg1alSTbr7RPpdYLCZjtSFzpKagqk2v6xiLxYKWlhbZqG+JaKrn6enpSSoPEhISEBcXB5FIBJFIxHgWdYnbvmuUlZXht99+U/jZJ598gp49ewKQLlK+++47rFq1CuHh4diyZQuioqIwadIkMk+Eh4fX6xMbGBhg8eLFRLcgOzublL4bGBg0+4KUxWLBw8MDgYGB6Nu3L86fP48jR45AJBKhpKQEK1euJAEEJycn6Ovr47fffiPz4f79++u8fmRkpEq6E3S/CQwMREpKCmJiYhSOp9q+dlPPHYquRwcTOnfuDGNjY5ItBkjXkvQcFxsbCxaL9SEY3UiMGTMGH330Efbv34/q6mpQFIUpU6bAxcUFhw8fRnl5OdhsNj7++GOSgdxSIJFIFPLoyibOtGrVSu3MVdl+yefzERkZSY6ZmZnBxMRE7eQcsViMTZs2ISoqCmPGjAGPx5Pzqel1Cb2mpv18LS0tdOnSBcXFxe/MngPS51pSUoKIiAhGVYKXlxcJfObk5JB+Uxv+/v4McXYA+Pvvv0kwOjc3Vy6zvXZijKZ9AXpjhRaAo6+t6hr9zZs3SExMxLZt2zRC4arInrPZbMamHCANStNB3cjISDmqA0XxEYqi5NZDyvpPYwSo9fT00KNHD3Tp0kWOj522RQCQnJyM7777jqxj169fD2dnZ0ycOBHa2tpo3bo143eOHDkSoaGhOHnyJKqqqiASiXDkyBHcuXMHI0eOVEpDJZFIyH2VCf82Bo0Zg/Q7AaSJPD/99BOEQiERr6wLHA4H7u7u+Pnnn8Fms1FdXY0tW7aQQHZLsOeyMDMzQ69evVBeXk7GipeXF77//nu17qNWMLpfv3746aefAEh30kaPHk34ZuldHxpisRhz587FvXv3NJrN4ezsjD59+tTJzaYMTTm5KyMtfx+Rnp6OPn36YMKECVi8eLHc5ywWC4MHD0ZmZibOnDmjNChUl9iR7LHq6mocP35cLjj3vqCsrAwnTpzQeEb0f6lPqYqG/D5bW1tMnz4dkZGRLUJctTYWLlyIgQMHYtKkSbh37x5x/msbpx9//BE+Pj6YOHEiMTx9+vSBq6urRsv+njx5gnnz5uHzzz8nzufdu3fx+eef482bNxq7j6ZRUlKCYcOGoUePHvjyyy9x48YNpUIQH9A8EAqFJHsBAObOndsiyqzpdgUGBmLr1q34+OOPERoairt376pc0fP27VuyoKIhm9Wdk5OD0NDQJt1gDgwMxPr16xEZGYn4+Hjo6+trzC405hxV26Do2KBBg7B06VJ8/vnnTS722lA0h511dHTE9OnT8eOPP+Ls2bMa0W541zhx4gQp8XdxcZGjfJIFTaVT3+9ms9kMLuhu3bpBS+v/2LvusCiur/1uoyy9V5GOBWwgigIqVsTee1eMGjUmMcUSf2nGqGlqomLvvSsqdqyAitIVld6k12XbfH/wzP122AUWWIqJ7/PkCc5OuTNz595zzj3nfXkkY6o5YWlpCX9/f4W8xuvXr8c///zDmNO/++47oj+hamzfvh1Xr17Fvn37ag2iyT6j5rApFZ2vZ8+ecHNzg66uLh4/fozly5dj1apVCAgIwNmzZ5GQkIAbN240yK/7CHl888034PP5cnOdjY0NQkJCiM8mKxTWmsFmszFixAgiWNoQ3uHa+v7Nmzfx8uVLjB49ukHti4uLQ58+fbBo0SLMmTMHABAZGYlFixYhKSkJFRUVmDx5Mvr27Yu//vpL6XbVBw05hsvlYvTo0dDQ0MCiRYtIlnZTw8XFBbt37waPxyOibTRNYmNhamqKQ4cOEfHB69evkwSK5hb+rQ0bN25E//79ie3MYrHw559/km/2wIED2Lp1a53n8fT0xIwZM3Du3DkSg6ipL9RmvzUGu3fvRlBQEACgtLRUriohIyMDe/bsgb29Pdzd3XHy5EkSF7Szs4Oenh7OnTuHK1euYNWqVQCqdGqGDRtWq75aXl4eNDU1MXr0aJVrJzTmGdFihfSimlQqxSeffIJHjx7VSt2nrq6O/fv3o3PnzjXO6a1hPq8Ld+7cQe/evcm/w8PD6zxG6WC0p6cnPD09SVZHcnIyoqKiFBpZWVlZCAsLQ3h4OFG3Baoi7DExMQozjuoCTVhuZWVFSOhVjZYoW22NqKysxPPnz+Hk5ISwsDC0a9eOMfmzWCxiFFhZWZEVsZycHIWlUQKBALm5udDX15cTBcjPz0d+fj7S09NbNS0HDR6PB1dXV9jZ2REBPVrwqKZM46buV/TzA6q40Kob9GZmZujevTuj7DcjIwNJSUkoLS0Fn89Hhw4dyOoqnZ3Svn17UiYSExOjdCm6pqYmrKysUFBQoPCdqvp5qKurw8rKCh07doSGhgZiYmKgqakJJycnUjobHR1N3k9iYiKeP38OV1dX8Hg8IuBGj2VmZmawtbVVWfsAkJX5oqIiREREMH4zMDCAk5MTPD090aFDB3C5XBgbG8Pe3h4ODg6NKt+jhRp1dHQgkUgQGxtLxubw8HByn/S/WzMkEglevnwJJycnWFpawtLS8oMYM/4NyMzMRFJSkpxzS1EUQxk9PDwcDg4OTRpYc3Z2hoaGBqKjoxlONT1HZWRkIC0tDXFxcdDR0QFFUbC2toa5uTnS09OVDh7n5OTUKmQnFArx/Pnzxt9QHZBKpdDT0yOiZvVF9fG2MdkxqoCJiQm6d+/eYCFGFouFDh06KCxbLCoqYsxzykAkEuHZs2dwdHSsUX+hOlTx7DQ0NGBlZQWhUKhSAe2WxPv370kGcG5uLsLCwhRqLABVASZa2FsZVFRUID8/H2pqag3+FhoK2ua1tLSElZUVqWCKiYkhiTiKuCvfvn3bZG2iBeDDw8NhamoKS0tLFBYWtqqAS2VlJXJzc5GWlgY9PT2kpKQQ+yMsLAzW1tbEDpOdRz6icZAVjDYxMYG9vT309PSgoaFBqvgUgcVioWPHjigvL0dcXFyLVa7IzuclJSUoLS2FlZUVjI2Nm2TOKigogFAoRHp6eoOSisrLy/H06VOEh4eTMS0yMhLh4eGQSqUkc1MVbVflfM5ms2Fqakr8DaBqIT86OpqRREg/H0V4//69HAUaLXxIZ8HGxsYyYj5aWlrw8PCAmpoaBAKBHHVDY8Dj8dC1a1doamoiPT2dVPrVhpqqOUxNTUmme1FRkcpFJisqKsjiLYvFgouLC1kgUlQhbmVlBQsLC8TGxhIbW1dXFxYWFrUGbRvSNmX6UllZGWJjYxEeHi7n18qCtnW0tbXB5XLRqVMnFBQUEIFjHo+HLl26MGw3kUiEyMjIOtugr6+P9PR0GBgYNIm4d32gpaUFfX19lJSUEHHMzMxMMufVlSxH20QfyiJhTSgoKKi1PyiC0r03NDRU6RKW48eP49SpUwq5R+fPnw+g/ryy6urqmDhxIvT19ZvMgfoYiGbi1KlTOH/+PK5fv66wbM7Y2JgItojFYuzZs0dhGUJ6ejqOHDkCf39/OaGHe/fu4eXLlx9Myb2pqSkuX75MgvEhISFITEystf1N3a9u375NRCU7d+5MBIRojBkzBsOHD4e/vz/hZzxy5Ai+/fZbiMVidOrUCbdu3YK6ujoqKyvh4+MDTU1N3Lx5E1wuF2VlZfDy8lLaybezs8OcOXNw+vRphQ5GUz2Pzz77DI6OjujRowfat2+Ps2fPAqhyirt3704MknXr1iEoKIg4cQDw9ddf49KlSwCqSo23bNmisnb98ccf+Ouvv2pcrOjXrx+OHj0KLpeLzMxMAFUrq7t378apU6calTFgYmKCWbNmkXKf6dOnkwVBul0APpjvTxZ9+/ZFnz59WroZ/wkcP34cK1eurJOzfMeOHdi1a1eTCm9s3rwZdnZ26NmzJ0pLS8Fms7F161ZStvvLL78oLBHjcDgYNWqU0tc5d+4c/v77b1U1u0EICwuDr68v/P395QTtlIUiJ0vR9g8Fampq2Lt3r0IRuJs3byIgIKBeQZScnBwMGzYMs2bNwo4dO5Q65kN9ds2JpKQkDBw4UGU0NmlpaTh27FiLBMjoDELa7gOqHPGJEycyAn/NjcrKSkyfPh19+/bFlStXEBIS0qoWlTMzM3Hw4EHs3buXfDO0rbFhwwbs2bNHJQLaH1EzRo4ciW3btikVrOJyuQgKCkJYWBj69u1bL40SVaH6fH7//n3cuXOnSUrxZVFWVoYjR47UO4gii507dxLhRNmkO01NTRw5ckQlQaamns9LSkowfvx4ElCmUZNNd+nSJQQHBzO20QH4v/76CyYmJujVq1ezJ468fv0aFy9eVMq3UfTs2Gw2Ro4cSf4dEhLSKN7o6li5ciUjpsZmsxEcHIx+/frVeMzs2bOxcuVK+Pj44MWLFyprS3Uo25dev34NPz+/OpNPunXrhuDgYEb28sOHDzF69GgEBQXVKvxbFwoLC3HgwAF4eXnJ0Yc0N1xcXDBkyBCMGDECN27cgFgsxrFjx3Dy5MkWGUs/JCgdjL5//z7MzMzkMhm6d+9OPtjc3Fz8/fffEAqFNQ4ADXkhI0eOhIeHxwepuE2D5vQNDQ3F+fPnW7o5SkEqlUIoFCIoKAiRkZH45JNPGIMJzdVL/92jRw+FK4fa2to4ePAg4uPjUVRUxPgtIyPjgwmETZo0CV5eXtDT0wOXyyVcVC3dfllOLJrTFKhajfT09CS8VGw2G+/fv8f//vc/REREEOOCzWZDTU0NampqoCgKbDYbqamp+OGHHwjXsSIxvpoQHR2NtWvXonPnzujVqxfCw8MbFZyqa2I0MDBAly5d0LZtW8IvaWxsTAQOqpfvSCQS5OfnY/369fD29saYMWMgFotJGxWNM97e3oQjPDMzE9u3byd8VX///TcRPwSqjDZZQSVZPi0ao0ePJhkqEomEcKqxWCwsXboUpqamuH//foOpa1gsFtzd3WFlZUU4q3k8Hj755BOEhYVh7969CtvV2uDk5ERK0OgMgpiYGKxevZrsU52v7iNUg8jISMTFxSEsLIyIkcydO5dRNSCRSLBz505SmSGVSptsPPTw8MCoUaPQvn17wkd7584dBAcHY9++fYiNjcXChQsZIjC0PsXgwYPRt2/fOgWGzp07R4I51anHWgL02NbcmaDNgRkzZsDFxQV///13nVRulpaWCAwMJDyLbdq0YQjaVFZW4p9//kFYWFiDgpUikahJx0L6PVpZWaGiogLbtm0jlTiKBI3+LWjovP/mzRvs3bsXw4YNQ8+ePQEwgzvNkdWvq6uLbt264fr167hz5w7ev3/PyOCrrKxEdnZ2s8+h1tbWmD9/Pm7evIl79+5BLBbj9evX+O6779ChQwf4+voiPDy8xaqG7O3tYWlpie3bt+PVq1c1Ph+JRFJryfJH1A+0fUpDIBAgLCwMenp6uH//vsJjunXrxqCcoe3l6ly2zYVevXohICAATk5OZHxXpWhvXZDVnWno8dXtH39/f/Tr108ue5XL5aJXr15IS0trNeKj58+fx7179/D+/Xsydo8dOxZOTk7Ytm2bQoqzmmw+NpsNLpercBEkPT0da9euBYfDgVgsZlQGDRkyhFAZJiYmYt++fQ26l8b65rLxDaCqIk9HRwceHh6kKuvChQsNXkyr7n+xWCxGe319ffH9998jKCiIodMiEokaXEnVmHmzrKwM4eHhSEhIIMlv2dnZqKioqPE50z5n9+7doa6uDhaLBYFAgG3btiEsLAwikQhSqRRlZWXYunVrg0XGpVIpkpKScOvWLbkxranh5uZGNHNSU1Oxbt06JCQkkFhnU/pE/ybUKzPa1dUVzs7OAKo+JDrY9e2330IoFCIhIQFBQUEqMzDoINmIESMwadIk7NixA8XFxSo5d3NDT08Pn3/+OXR0dJotGE1//EDDnS2KonDo0CE8e/YM06ZNg46OjkJuHjabXWPmVkVFBVgsFhITE1s0i6ShoPvh+PHjiUKoVCqFRCJpdYNMdnY2yX7W19dHp06doK6uTgbE3NxcbNy4sc7zpKenN1iwLi4uDnFxcTh48CA6d+6M8PBwSCSSJjMo9fT04OPjQ/r64sWLyW9CoVAhvUhpaSn++ecflJaWKqX62rNnT+IUR0ZGYteuXcSY2LNnT73bPGjQILIafObMGUybNg0AYGFhgcePHyM7O7vBom904Llbt26MIBaPx0NgYCCcnZ2xb9++ViseRkNdXR0uLi5YsWIF3rx5Q4LR8fHx+Pnnn8l+H4PRqgdFUYiMjEReXh7JdOZwOJgxYwbJWBKJRKioqMCFCxeaVCGdFr/y9PQkfHIA8OWXX0JDQwO3bt3CkSNH8OLFC8ybNw9cLhcaGhqorKxERkYGfvnlF6irq6NHjx5QV1cHRVEQCoXE6Qb+PzBy4cIF7N27t8nuRRnIOnBmZmaMse3fAhaLhYkTJ8Ld3R27d+9mBKNZLJYcR76trS2+/vprRgBaFiKRCNu3b683RQcNdXV1YtfQwq6qDDLq6emhZ8+eoCgKBQUF2Lp1q1zm2X8BUqkUFRUVJFBB+wpqamqMPp6UlISff/4ZRkZG6Ny5M6M/yNpdbDZbpXYFm80m2WoGBgZEjPXOnTvEAW9pWFhYYPny5SguLsa9e/cAVJXFr1+/Hps3b8awYcPw8uXLZg1G06JsAODg4IAuXbpg+fLliI6OrvNYgUDwMSitAsjOjRKJBAUFBdi9ezcEAoGcEBpQNc7a2trK0R2pstxfWdBjfq9evYgQO0VRRACwudsiGwBvrOZVnz59sGTJErk5jcfjwdPTE7q6us0ajJYNslZfdLh69Sq2b9/O2N/f3x8DBgzAvn37lNbbqAtZWVnYsGGDXLvU1dUxePBgLF++HEBVNvL+/fvr7avUJsbeUNjb28PFxQVz5syBsbExOBwO0tPTVVrZQfur6urq6N69O1xdXXHp0iUSjA4NDZX7lkUiEQQCQYMzwJVFeXk5Hjx4QBYp1NTUiK9J01ZVB+1zdujQgWwTCAT4+++/kZSURAQ/KyoqsHPnzhopvZQBTcni4uICIyMjlb5/Ot4D/P/3Q9sesnHRf/75h+Gb/hcg+zwag3rNOomJiYSQW11dHZcuXSJl7suWLcPt27dVagD17NkTf//9N6ytrVV2zv8KdHV1ceLECRKM+vbbb3H58uUGn+/Nmzfw9fXFggULsHTpUlU184PAwIED8euvv8LGxoZso1cHVS1a2FAoWvEsKSnBgQMHCJ8YTQHRXFi1ahV++eUX5OXlwdnZGX5+fs16fQD44YcfcPr0aTn6GBMTE5w4cQIODg7N3iagKouFpgCQrRZ4//49hgwZAgcHBzlKG2XRtWtXdO/eHYaGhippa0tAS0sLx44dQ0FBAXr27Im0tLSWbtJ/DsHBwUhKSqqxmmnfvn3466+/mlxE0tzcHMePH1fI5zt58mT4+Phg7ty5xEiePXs2Bg4ciBkzZhDNiu3bt+Py5cs4fPgwSkpKMHfuXHzxxRdkEejx48dYtGhRq+hny5cvx/Tp0wFUUUi0VpG/poK9vT2OHDkCDQ0Nsk1TU7PJgiSmpqY4efIk4cwcNGgQunbtilOnTqmMbiY9PR27d+9GaGgoXrx4USeH5b8VCQkJ8PHxwaJFizB37lxMnz4dGhoa2LNnj8L3u2nTJpw8eRLHjx8n2+7evYv4+HgAgKOjIwYOHKiyxRp67gSqHOnGOlhNgejoaPTu3ZskHchi8+bNOHz4MPz8/OT0WZoKbDYbo0aNIhQm9bluUVERRowYAVtbW/To0eNft+jWEqAoitAH1hZIpSgKly5dYiQXsdnsBov4NQZt2rTBsWPHGAJ6+fn5OHPmjFw1bVOjXbt2sLKyQkBAAKRSKSZNmtQoDYw///wTZ8+exbFjx1SuRdMQmJmZYeTIkYTDui6e3XXr1mHz5s31qo5tCDp37ow9e/Y0Ot5TVlaGgwcPNknyk1gsxqlTp9C2bVsMGzZMpeemKAqLFy9Gp06dcPToURw9ehS///57nboDW7ZswcmTJ+Hn59cgYc+GgMPhICgoCF26dAFQFYStvohRF7y9vbFlyxZYW1tDV1cXly5dwqVLl7By5coGt4vNZmP48OGwt7fH2bNnVRaQfvfuHa5duwagyjedMGECOnfuDD8/v2bNwm6NsLa2RkBAAGJjY0nCWENQL+teIBCQLEMtLS1oa2tDU1MTFEXh3bt3pKzVysoK9vb2ePHiRaMymXV0dNCpUyewWKwPXmlcIBDg2bNnDP5XTU1NdO3alQyaL1++bNDES2clCwQCkonA4XDQrl07Mrk39oOprKxETEwMwsLCEBoais6dOzMGPqlUiufPnxPxFHt7+w9+EYHOLvXy8kKnTp0AVE1GmZmZSE9PV8iP3VJQZMRLJBJCF0FRFAwMDGBhYYGsrCylV5rt7OzIeywsLKzXCn5KSgr5W1tbG0lJSTA1NVWpWEV1iMViPHv2jIxTT58+JbzVxsbGaN++Pfm7c+fOqKysxL179xh0GJmZmSTjSFNTE926dQOHwwFFUXjx4gWePn3a6GyN9PR0hdmkYrEYcXFxMDQ0JIsfdJ9T9M6KiopQWFgIMzMz6OjowNzcHFZWVnKih+/evSOrzi9fvmz1WdFsNhsuLi5ITEwkfY7L5aJbt24oKSn5KHbUDCgsLGR8F3T/5/P56NKlC3JycpTKfFMWLi4uZHFbFubm5mS+oSgK0dHREAgE6Nq1K4yNjWFgYAAtLS2kp6fj/v37UFdXh0gkYgTRs7OzUVBQgAcPHqC0tBRRUVF48uQJ+caePHmCly9fquxeGoOKigqyyKlKwZwPBRoaGnB1dUVubi4RhVO0IFJUVIQXL17A3t4eRkZGRBCpvllmPB4PHTp0IKWWBgYGhK5KVRCJRMjJyUFiYqJCERva1qAzv+Pi4prc+W8J0DZqWFgYnJycEBkZCTU1Ndy7dw9OTk5o06YNY/+MjAyUlZUxMmd5PB7U1NSQmZkJPp+P5ORkmJiYKBS0VBY8Ho/MnSYmJoiMjCTfXmOytZoCFRUVNY67GRkZeP/+Pezs7GBqagpTU9MmDfDq6enB0NAQ5ubmUFNTw4sXL0BRFAQCgVJCihKJBPHx8YTm7yMah9LSUuTl5SEzM1MpijeaKogGTctHw9bWVu6brH58Y20AV1dXdOrUCZ07dwafzwdFUcjOzkZWVlaL0ODw+Xzw+Xy4uLhAXV0dPj4+JP7QEB89MzMTJSUlNS4MlJeXIykpCcbGxk22gKSnp0eCzmZmZjA1NWXMb/n5+YiOjla4SKrsAn3Hjh3B5/Px7NkzxjvT0tKCt7e3wgrV5ORk4ieKxWIUFhYyePllQdv/1TPMgaokHnqBkq4Abgo/k6Io5OXlQU1NDcnJySrLFKfx7t07SKVShIaGIiwsTO7bsrGxgY2NDSPWkpWVhdzcXNjZ2cHc3LzJxnwejwcbGxuIxWJwOBx07NgR9vb2eP78ucJ3C1SN7xERERCLxXBzcyNVB927d4etrS3ZJhQKUVRUVG/xXTc3N0Zsi8PhwNbWFubm5rCxsSH9MCsrq1HVNzo6OnBxcQFQNT60bdsW1tbWMDU1RWxsLBlrP8TK/8ZCXV0dpqam0NTUbNR5GpxqUlZWhmPHjqFbt24YOnQo47fx48djw4YN8PPz+89l9dSEnJwcjBw5kmEgWFlZ4fLly9DR0YFEIsHAgQNJEKw+4PP5OHDgAJKSkuot3lNfHDlyBKdOncLdu3cZxqNQKMS8efOIQ79p0yZ89tlnTdaO5oC+vj5OnjwJKysrsq28vBzHjx9vVYrlymLQoEF4//59vQTGAgMD8cUXXwCoEocaMmRIg/pXYmIi3rx5g8mTJ5OSlqZAWVkZpk6dSlaTZdtKCwXSYLPZOHjwIGbPns0ILp8/fx4XLlwAALRv3x5PnjyBlpYWJBIJli5digcPHjR56aCDgwOh8SgsLERQUJDCCT8mJgY3b97EzJkz0bZtW0ybNk0hjU5QUBCjLK61B6MVQVdXF8ePH0d4eDgmTJjQ0s35z0EqlWLZsmVwc3PDo0ePVH7+VatWYcqUKQp/k3WcvvrqK7x9+xbh4eHQ0dEh29++fYshQ4Yw2isLeo6if9u2bRupTmhN38Pff/+Nf/75B0DVODBlypT/ZMbg0aNHScm2u7s77t+/z6DpiI6OxsCBA7F+/Xp89tln2L9/P27cuAF/f/9W9T6VAW1rWFpaAgAmTpyI06dPt3Crmg779+/HgQMHyDc6cOBA/PLLL/jyyy/rPNbb2xtdu3bFjh07kJSUhP3792Ps2LFwdXVtcHsMDQ3J3CkUChEYGEi4vD+0viQSiXDmzBk4OTlh8uTJTXqtTp06oW/fvmCxWAgLC8PAgQOJbdnaKOz+C3j79i3OnTunsj47b948fP311zX+fu3aNQQEBDTqGhs2bMDgwYPJHE9RFK5evYqUlJQW//asra1JRXFjfPTakJKSgv3792P06NEk6UnV6Nq1K6FXA+STlyIiIjB06NBGfbPr16+Hi4sLunfvzkhCtLW1lRM4pPHdd98Rmr3o6GgMGDAAGzduxIoVK+T21dbWxpEjRxRmlx8/fhxTp05tcNvri8zMTBw4cKDBtGC1ITk5uUYbZtasWfjqq6/Qu3dvREZGku1isRjnzp2DnZ0dqapTNfT09MgzZrPZMDExwevXrzF48OAag9GVlZWYPXs2/Pz8cO3aNbBYLGhpaeHw4cMkMx+oSiyYMGFCvSoTWSwWNm3ahP79+zO20+MIXfVIU2k2lGcbqKLa+euvvxjXptu+evVqEi9o6fHqQ0aj6h4pikJqaiquXbvGyOKgxdIa60DFx8eTgCabzYaOjk6rLJtTBvr6+vjhhx9w+/ZtnDhxAsD/c63IigCam5vjs88+w71795Sm1aisrMSGDRtQXFxc48cwbdo0ubL/vXv31jsbjKIoiEQi/P777wzRNolEgrS0NIbAjCJoamriiy++IBQChw8fbpR6cVNhypQp8PX1hYGBAdhsNskKTElJaTSHWEuAHjx1dHQwcOBAJCYmygl0Xb16FZcvX2ZMCLKcjI399iiKQrdu3dC1a1ciiKbscTWpHXt5eaGsrAwrVqwgXLA5OTmkH06aNIksmjg5OcmVbikSF6guCPnVV18Rwco3b96Q/QcNGoSBAwfizz//VHl5Pz2GAlXf982bN8kqvIeHBzQ0NPDo0SOkpqaCoih4enrCy8tLjgMuKSkJW7Zswb179z4o51AgEOCnn35i0OCUl5fjxx9/bJRR8RHKgcViITAwEAUFBdi8eTPJKpBKpUhLS8PKlStVLrymLP+rVCpFdnY2vv76a/B4PFAURRaf6urjsr/LfuetCbLtysnJwdWrV+Hq6lprhtqHCmNjY6xfvx43b97EmTNnAFQ5eitXrkRkZCR5X8nJyfjiiy8Yc1BGRgZEIhHOnTuH7OxsrFixAu3atcNvv/2GkydP4uHDh0q1oaioCKtXr0afPn2aPHjXoUMH6Orq4uHDhwxKu9LSUnz//ffw9vbGzJkzMXv2bLi6umLTpk1k4XvevHlEQDw0NJQ8LzMzM6xYsQJqamqQSCTYsmVLq+ejrv7tVZ+HnZ2d8dtvv+H06dNyme6yjiB9rsjISLx//x69evVSmDlHw8PDA0ZGRnLb+Xw+uFwurl+/jsuXLyMlJeWDmC95PB4+++wzooFBP9OmGtsoikJYWBjJqI2KiiKOeFZWFhGkqi/MzMwwZMgQvHjx4uP83kBcvXoVubm5jXrvFEXh8ePH4HA4+PXXX9GrVy+5OfnMmTMMrvLGQtG83xrm5qdPnyIzMxNeXl54+PAhTp8+rRQlGZfLxWeffUYWFoGq71RR1RdQRRM1aNCgOkWKraysGrzgZm1tDYlEgj/++ENhRWZKSkqjM9B3794NAwMDEpikF/xpjawBAwbIUVtU9+ukUiljPqfnAaAqA9PY2BixsbHYs2cPo3/I+rLq6uro168fSktLCU1bU4CiqBrn88aipjGUjhlVf24cDgdeXl6MPqdqVJ93w8LCkJ2dDbFYXOu3KpVKER8fTxYYNDU18fnnn5NKNBoSiaTe33xtPoNsW3v16kXsqIsXL+LWrVsAqhahu3fvXmesMjs7GyEhIaR6Y+PGjaRy6uXLlyqxFQICAjBkyBDGOBAXF4e3b9+2SmYIDoeDXr16qazPNZqELycnB9nZ2SgrK2Oo37JYLFLu0tAHmZycjD///BNAVQcODAz8YPlZdHV1sXDhQrDZbBKMlkqlJMBEi6EZGxtjyZIlEIvFSgejRSIR9u/fT/6trq4ObW1txgc2ZMgQRtYYRVG4f/8+oqKiwOfzyb4VFRV1TkpSqZTB4acs1NXVYWRkhLlz5xJV+SdPnrTKYPTgwYMxY8YMxrbXr18rLLH9kMDn8+Hp6QmhUIhXr16RbxSo4k3dunUrgKpBns/nQ01NDRRFoby8XOnJlhYQk4VYLIZAIICNjQ0cHR0RGhpKgvp1cTMqmig4HA7U1dXh5OSEqKgo/Pnnn4yJjMPhQFNTEwEBAWSFVBF4PB60tbVr7PcFBQXYtm2bwmN79OiBTz/9FEePHm1SrtnKykqEh4eTwGyHDh2grq6OuLg4CIVC6OrqolOnTgqzKrKysvDXX38pHfhvLag+pgFVAerdu3e3UIv+O6DnIjpLee/evSgoKCDfa15eHhknGgstLS3yfSvK6JcFLe5Cl3PSWc3/ZhQVFeHJkycwMTH5VwWjKYpCRUUFuFwuPvnkE7DZbFy/fh0VFRXIz8+XG3NzcnKwZcsWhecKDQ3Fs2fPMHv2bLRr1w7Lly9HQkKC0sHo0tJS7NixA+Xl5Rg2bBg0NTWJaKaqhZDs7OxgYWGB+Ph4Rrk3RVHYvXs3SkpKMHPmTAQEBKBz587Ytm0bcaIGDRoEf39/aGlpgcvlkmC0vr4+Zs6cCT6fD7FYjOPHj7f6YLQiVFZWoqSkBHw+H23atMHy5cuRmpqKd+/egc1mM94D/X5onyMlJQX5+fmEw7I6eDweNDU10bFjR7Rp00ahT1JWVoZ79+7V2M9aI7hcLqZPn478/HwcOnSI4RQ3tmyWFpADquxGkUiEyspKREVFqdzeMTIyQo8ePZCenv4xGN1APHnypNHnoGmwLCwsEBgYCDabTeZ9WnT07t27jCzBxqKiooL4wTQFT2tAfHw8srKy0KFDBzx+/Fipe1ZTU4Oenh5mzJhRa+BYIBBAJBKBx+NBR0cHXl5etZ6Xx+PB0tKSiKgrC4lEQsa6wsJCHDhwgFA/yIr2AvJc77TPpizooLMsZKt7NDQ05ILRampqctd9/vw5Xr16hblz58LZ2ZmIGdJ4+/Yt/vjjD4Vt0NDQIAHGd+/e4dmzZ03K/U/P50+fPm0WwVihUIiSkhIS4wGq3jGbzUaXLl3kArxNiZiYGGRlZYHL5TIE/hQhLS2NxPL09PQwb948RltZLBa0tbUV0tTU1g8rKipQVlZGYli0XUm3RU1NDerq6nBzcyPHXLlyhXwDNjY2RCNCEejky8zMTGRmZsLAwACGhoY4fPgwIwGXbjc9R9YHdKzFz88PS5YsAVAVYxOJRHjz5k2jeJibEhwOB507d1a4uN8QqEwRJiAggJRneXl5gc1mY9euXYiMjMT48eM/yGzSpkZKSgp8fX1J5m16erpKBNXocue6VlqBqoyE8+fPQ19fHxRFYcGCBSovQ6LxzTffYNq0abC0tMSdO3ewaNGij4ZnC4LD4WDv3r3o0aOHXCCoc+fOOHz4MMzMzFBRUYFx48YhKipKqZXLgQMHyhkLZ86cwTfffIPly5dDQ0MDRUVFJON51KhRtQZaFGVG9+jRAx06dMCcOXMQExMj1y4fHx/s2LFDjju5OoYPH47u3btj4cKFuH37dp331tJgsVgYOnQofHx8EBgYSJ7Nh87P/hGtB3Fxcbh9+zb69+8Pb29vhIaGYvfu3fjll19Ueh09PT2cP3+ezFOylTaKcPbsWaxZs0ZhZs9HfHhYtmwZ3r17h7Nnz2LSpEno27cvZs2apZKgSkNw/vx5PH78GDt37oSPjw9mzZqFFy9eqNwe0tHRwcWLFxkcx/n5+Rg5cmStxy1fvhzbt2/HuXPnGNvfvXuH3r17EzuyNYhwNgRbtmzB6dOncfr0aTg6OgKoouT55JNPYG1tjXfv3pF9NTQ0MG3aNEbwtaKiAidPnlTouE6ZMgXr1q2Drq4ukpKSMGbMGIXBA2V4dlsjPDw8EB4eztiWkZGBu3fvNuq8ly9fBofDwZkzZ3DixAn89ddfjdIB+ogPAzk5Odi1axdjm5WVFUaNGqXyay1ZsoSMhTNnzsQ333yj8ms0FCkpKfDx8VGav3/RokVYtGgRQ+xeEX766SecO3cOkydPrrWSA6gKdE2aNKlOoUFFiIuLw8SJEyESiUBRFEPH57PPPsPs2bNrPPbmzZtYtGhRva9ZH3zyySeYOHGi3HY2m13nM1SEDRs2YNiwYdDX10dCQgJ27tyJ4cOHtwrhSFVgx44dOH/+PDZt2kRiRQ8ePEBkZGSD+kdjYWxsjHnz5uHJkycICwtr8Hn09fURHBysMGnq7NmzCqmCKIrCJ598Ajc3N5w+fRp8Ph9SqRRz5swhVZuLFy/GsmXLGMd9+umnJEEtOzubZEkrgkAgwNGjR0kW9OHDh2FhYYETJ04ofN5Hjx7FunXrlL5voIr3+siRIwz/JyMjA+fOnftPacaoLBgtK2YnFArx5s0bWFlZoW3btirhO5RIJEhOTkZFRQXMzc3/FRyK9MqHLEpKShASEsIQOqwv3r9/j9evX8udQ01NDb179yaTX5cuXaCpqYl27dqhuLgYUVFRDc5iZ7PZ6NmzJ+HwVDT45+bmknY9evSoUffYnCgpKUF2dnarGRhqoq2oDwwMDODo6AgnJycicuno6IjBgwcDqMq+dXZ2BofDgUAggLW1NSiKIqv9YrEYDx8+hLa2Nrp168Y4t7e3N5ycnBgll7TYY3WBDBaLBRMTEzKxyoqmqampwdraGm/evCHCAPr6+vD09ISlpSWMjIzQtm1bFBQUID09He3btycGTI8ePeDk5IScnBwi4qgIOjo6cHJyapBwyJs3b3D9+vVmc87atGmDjh07MsSJ6oK+vj4GDRqEuLg4hjPfmkGrmT969IiMRx07dpQLuH8s6W0aCAQC5OXl4dGjR4SeQ9VBmo4dO6J9+/Zo3769Uv0YqMoS/lDmjH8rVDH30MjIyEBsbCxCQkKII1FRUUHG/fpcR1NTE5mZmeByq0zahghBFxcXo7i4GPfu3SMUUE0ltktTZtG2bE5ODmk7DXV1dfj5+SE2NpaIS0mlUly/fp0h4Erb2x86cnNzUVJSglu3biE/Px/du3dnzHN8Pr/WZI2CggIcP35coahUUlISCdampqYiISGh1SbI2NrawtnZGWFhYQyaqtrA5/Ph7OyM2NhYZGRkoFevXnUeU9u3XFRURKpe2Ww2nj59ilevXiE/P78+t6I0SktL8ebNG5ULgn1EFeo7bkskErl3Tft27dq1I34CjZiYmAYvgsn6BLS2TH0ycpsStI+urPhZQUEB3rx5gzdv3sDAwACenp5gsViQSqVITU0lCXtFRUWQSqUoKCio0/dgs9kwMDBQOBclJyeTuUBbWxteXl5ISkoidtLr16/x6tUr2Nrawt7eHmpqamTcc3JyqlW/pzEi4TY2NmjXrh0iIiIUjhkCgQDp6ek1CgXX1ldNTU0xePBgREVFITc3l0HN1LVrV9jb2wOoCpR6eHg0eZCWy+XC19cXqampeP78udLHdevWTU6sMTw8vNYx1sDAAPb29nByciILtrIikM0NLpcLIyMjuLm5QU9PD48fP27QGM7lcsl7oyEQCPDw4cNa/ff09HTo6OiAoii8e/cOsbGxiIqKIv0/LCwM169fR48ePUg/MDExgaGhIR49ekRiC8bGxgpZFyiKQmFhIfHx27RpAwcHBzg5OTH2r6iowMOHD+slOs1isdCzZ094enrC2dmZZJinpaUhNTW13j6XKm3zuvD+/XuUlZXh1q1bZF5obBKESoLR1R9AfHw8Xr16JUdz0BgIhUKcPXsW7du3/1eLVyUnJzd69XnLli0KSw3Nzc3x7NkzWFhYgMViYdWqVeS3EydOYP78+Q2+Jo/Hw7Zt29C5c+ca99m6davKyrubE8nJya1KTEgVA06HDh3g6urKKJWZOnWqQhEIdXV17Ny5k7GtsLAQ3bp1Q8eOHXHhwgW5NrFYLKxfv55Q0tSG/v37ExGChw8f4saNGwCq+JwmT56MH3/8EYcOHQJQxf3022+/Ecd9x44duHXrFgYOHIhFixZh8eLFjDY8fvyYIfRQHZ07d64zI60mHDlyBEeOHGnQsQ3B0KFDibCZsnBxccGlS5fwzTffMAQMWzMWLlyIWbNmwcPDgyxCLFu2jIjP0ZgyZQqOHTvWEk38T2D16tVNdu6lS5c2ar75iJaBqo3dzMxMjB07lrHNxMQEkyZNqpO2pTpkM5gbs2jx3XffwcHBocnKI0UiEc6fPw9nZ2dMmjSpxv2MjY1x7Ngx7N27F3PnzgVQRbs0bty4JmlXa0BlZSUCAwPh5+eHkJAQRn+zsrKqVaQqIyMDP/zwg0Jn+NKlS7h06VKTtFnVGDNmDH755Rf069ev3gLw27dvx4EDB5SivqvtW3716hWDJnDMmDH1akd9kZKSgsOHDzfpNf7LUOW4vXDhQixcuJCxbcGCBXKZ1A1BfHx8s9rUqsb+/fsJvZyvry9u3boFDocDkUiEixcvkgCToaEhxo8f3+jrnT9/nmR+urm54fHjxzhx4gQR/qUxY8YMfP3119i1axeys7MBVImzNxVGjBiB33//HQMHDsSdO3fkfs/Pz8fRo0drpHZQU1PD/PnzFdJO9OzZE8HBwZg5cyauXr2KQ4cOKeStpTV9jh49SvyIpoCWlhb27t2L+/fv18uXXLduHYO2RCqVYuDAgbVW6E6bNg3fffddo9rbFJg2bRp69uwJLy+vWv3t+iA/Px+TJ08miWx14cyZM/jiiy8Y244cOYLTp0/jwYMHcHd3J9sFAgECAwMJ7aq/vz/RlqoNX331lUKbLTs7G+PHjydaCsqAy+Xizz//ZGi5SSQSXLp0qdYAfE1ozgTdiIgIPHnyBPv27VPZOVUSjFYUkZdKpWSlQJWce/UhOG/OlYK6kJeXhx9//JHh4JiammL16tVQV1cHRVH47bff5ETlZDFy5EiiHl/fUuU5c+agX79+jFVCFouF/Px8/PDDD41yvEaMGIGRI0eiTZs2jOdNi5A9ffq0xcUo6oKmpibWrFmDtLS0/wQXaXUxAqDKYQsODsbXX3/NKJFS9A3x+XysX78e+vr6cueKiIjAzp07FTpES5YsgYWFBX788UdGmSx9vIODA+Gbzs3NxZIlSxjlp3Q/kr1eu3btsGPHDvTq1Ytsf/nyJbZu3YqkpCSUlJSgT58+jeZQbE48fPgQCxYsAFCVmV9eXq7wndUFev8xY8agTZs2+Omnn5CZmUl+19DQwOrVq5GVldViC0U8Hg/ffvstMShl3yMN2Xt/+vQpduzYIVeW/BGqga+vL4YPHw6gysj66aefVJ5FeOjQIbnxYe7cucQgfPz4Mfbs2YNPPvkEXbt2BfD/1DtAVaXFjz/+2GqzGz+ibnz66afo1asXfvzxR3h5eWHSpEl49OgRysrK5IRY6ws3NzcYGxvj7t27zcLl2Fjo6Ojg119/RWpqKhn39fX1sWbNGvTu3Rs7duzA1q1b5cT8/kuQ7Q8lJSX44Ycf4OjoiPnz54PFYkFfXx+bN2/GrVu3sG/fPixevJjoKNy9e/eDCXKFhISgqKhILoDC4XDw1VdfkUq2s2fPytFw0Poeq1evhomJCYyMjOr8jqytreW4tisrK5XWrFEWtK1RPRsQqPIV8vPzW42/9m+DKnzhvLw8XLp0CSwWi2SD0vQaDTm3j4+PnJ5LWVlZq6CBoZ+Xqakp/vrrL8JHW5ePXv0cQFXW+OvXrxmVtco+L3d3d7Rt2xZqamoIDQ3FwYMHGb/T3LdAVWbikiVLGNtonD9/HsnJyYiPjyfz4fPnzxXSGPL5fJUkInA4HHz++edEFLhLly6QSqV48OABqfKpCWKxGLdv30abNm3Qo0cPxvOi/549ezYGDhxIfFCKorBz5068efMGa9euJRnnYWFheP78OXx9feu9wK0MxGIxbt26BYqisGPHDuzbtw+PHj0CUEWfNH/+fOzcuVMuxlLdn1PWvxOLxfjll1+QmpoKoOq95+XlwcfHh2SptgR4PB7WrFmDJ0+eYNOmTRg1ahSpoEhISMDvv/9O5qdVq1Yx2BQUob5jQU0xJpFIhJ9++gmenp748ssvieChMjEpNTU1DBgwgFQ0ZGdn48aNG/D19cXTp09JMLakpIRoe9QHDfHpWxK5ubl49OhRk2TiN0lmNI1Xr14hJycHGhoa0NDQUDgQUBSF4uJipQPWsqWc1csalW1Xc4HD4UBNTQ0cDgdlZWU4cOAAKcHQ0dGBjY0NZs+eDS6Xi5KSEhw4cKDWia5jx44YNWoU/v77b6WD0bRAwuDBg0lGeWVlJUpLS6Gjo4OKigpcvHiRlLtra2uDw+HUq8zVw8MDc+bMYWwrKytDXl4ejh49yighZbFY0NXVZSigSqVSwiHcEuDz+TAzM8PUqVMRHR2NY8eO1cnj9aFCKpWisrISXC5X7h6fPn2K3bt3Y968eYxgNEVRqKyslDMeRowYAQByzn5cXByCgoIY22ihimHDhsHR0RG//vqrwiCBubk54U569uwZ9u7dS0rkdHV1oaurK/ddm5qaYuzYsaAoimQexMTEICgoiPT/3r17K3weYrFYKdHO5oYimh2g6l2UlJSQyRH4/5Jv2fGVHldpDi43Nze4urrin3/+YQSjeTwehgwZgtevXzdrMJrFYkFdXR0sFguampoYPnw4I1OjtLQUurq6MDQ0BFCVnU+PE1FRUXL96yNUh/bt25OMjYSEBPz6668qD/qGhoYiNDSUsc3d3Z2UHkZGRiIoKAg+Pj6ws7ODrq4uofUAqihygoKCUFpaSr4JZUQ6dXV1yf6tHXp6emSebA3zUWMDGvTcU1JSgvz8fPj5+cHFxQVBQUHw9PTEvHnzoK6ujqSkpEa31cLCot4q97JiSnp6eiTooqGhAaFQqBLFdFlIJBJiy2pqamLq1Kk4duwY4Uy1sLAgQj9jx47F9evXGXZfffr9hwaRSIT8/Hxoa2vLiSEDVcHLw4cPo3v37hg7diy0tbWhpaWF6dOng8vl4sKFCxg2bBgR7RaLxR9MMDoqKkpu0UFDQwN6enoYP348CRxnZWXh5cuXKC0tJXZPZWUlRCIRjh8/DicnJyJCWxM0NDRgbm7OyBoDqhbzDQ0NGTZEY8Hj8TBhwgQ4OTnJ/RYbG4uTJ0+q5DofIQ9V+MKlpaWEhkBNTQ2enp4M3ntlwWazoaurC3d3d7LwJpFIUFRUhMjISDm7oCVAPy89PT3MmjWLjLV1+eg0dHV1iTB6UlISXrx40aB2WFtbw9HRERwOBwkJCbXavQUFBdi7d6/C354+fSoXDKV5datDX18fy5cvB4/Hg6GhIUpLS5WmKWGz2dDT0yPC1LKZvyKRCOXl5YiLi2P4IIoglUoRGxuLsrIydOrUCWpqamCz2YxYES3aLhAICK3LlStX8PTpU6xcuZLM5YmJiYiKioK7uzv4fL7KBTIlEgliYmLg7OyM+fPn4+HDh3j8+DH09PTQuXNnzJ8/HyEhISqptKqoqEBubi5OnjzJmCN4PB66d+/eYsHoiooKFBYWok+fPuDz+di8eTPc3NxI1VtoaCh+//13ACDzk6pAUwrVZOdJpVLcvHkTZWVlJHOaxWJBQ0ODJKjVFEvkcrlkQRuootd5+fIlunXrhsTERFIxL5FIGD55XaDnc9nrikQiVFRUqNzOVAXoGFBRURGSkpJAURQMDAwI3ZAqoDLO6JpgZGSEefPmoXv37goDQgKBACNGjEBCQoJS53v79i127NiBIUOGNGmZiSrg6OgIf39/8Pl8ucF369atGDBgAPh8Pvbt24d169bVWY6wbds2HDhwgJTZKIN+/fph586djHKX4OBgLF26FNu3b8egQYNw584dHDlyBF999RW2bt0KOzs7BAQENIoj+bfffsPOnTvlOF11dHRw+fJlhmBdbm4u/P39lS7HUDVWrVqFGTNmwNzcHMbGxnj+/LnKFEJbGwoKCnDkyBF06dIFffr0UeoYsViM48ePK80XqKhMZ+TIkdi0aRNMTEzkeKOVgZqaGo4ePYpu3boxFjKAqpXvqVOnMgZF2jjp168fXF1dazSaX716hdTUVCQnJ9e7TS0BWrRB1mDncDg4ceIEQxVYJBJh6tSpePnyJQDg66+/xqxZs+TOV1paiuHDhzd7QMPMzAwTJkwAm80Gm83GzZs3GWX2PB4PBw8eJAaloaEhioqK4O/v/6/gR/0IeaxatQo//fQTABCu8BUrVuCff/7BlStXGBxtNjY2uH//PiiKgkQiwaRJk+oUUFFXV8eJEydQXFyMSZMmtUqjjwafz8e5c+cIj97Dhw+VtpGaCo0NaJSVleHQoUOQSCTg8/nYu3cvfHx8EBoa2qCgRm0IDQ3Fixcv6rXoMGrUKGzcuBFAlROira0NV1dXODg44PTp0yoXBkxOTsaOHTswePBgdOjQQe73nJwc+Pn5gc1mg8ViYcOGDfjtt9/I71KpFFOnTsXDhw9V2q7WgLCwMHTr1g0//PADZs6cWeN+ISEh6Nq1K7Zu3UoWx4cPH47evXsrLPH+UBEYGIgVK1YwMhmXLl2KSZMmYf78+UQPoj5lwlpaWpg6dapCTtVx48ahX79+mDFjRqsIDn7EvwcWFha4cuUKrKysyLaUlBQEBASgbdu26NmzZwu2TjGOHDmilI8O/L+dYWJigl27djWqMickJAQRERG10hM1Ffr27Yvnz5/js88+w5kzZ5Q6pk2bNrh8+TIRpZZFZGQk7t+/X68M0vT0dOzYsQP9+/dH27ZtERAQQDKCFSE3N5cksMiiuLgYe/bsQdeuXdGvXz+lr99QGBgY4OrVq7Czs1Ppebdv346jR4+2Oq2c7du3IzAwEEAVpa5EIsGff/6JPXv2AKhaJG2qZMN3796hV69eNcareDwejhw5And3dxI74HK5mDhxInmO9amaLisrw/79+2Fra0sW51JTUzF06FClM7kVzedPnjxBeHh4q9Emk4VYLMaJEydgZ2eHiIgIsNlslJaWYujQoSqLnTR5MJrD4ZAMn/LycrRt25bx4svLy5UqneDxeOjfvz8KCgrw5MkTJCcng8PhwN7evs4M6eqonuGjajoPDocDOzs72NraQldXF0+ePMHLly8Zq4umpqakLL2kpKTWAZZGUVERSkpK0K9fPwiFQjkj0dTUVC7g36NHD9jY2IDFYkEgEODWrVu4c+cOUlNTUV5eDi6XC2tra3Tr1g2jR49GSUkJoqKiGJmiPj4+xLBPSEggPDuKUF5ejuTkZJSWlkJbW5tkutHQ1dWFra0tMUQiIiIQFRVVr1UlVcPAwICIo3G53Aap+H4okEgkKC4uRnp6OuLi4hiGUvv27TFq1Cjo6+uT9whUDUR5eXl1Ovb0d8TlctGuXTsAVd+tnZ0dfH190aZNGzx69AgvXrxo0Ps2NzcHj8fDuXPnGBNbVFQUUlJSiBiGnZ0dtLS0YGRkBAsLC+jo6NT4fYtEIgiFQpibm0MgEODdu3do27YtyT4qKSnB7du3WzRzms/nw8/Pj7QpJyeHMV5wOBxG5mpcXByioqIQHx9P9isuLgaHw0H//v1hYGCA+/fvA6h6Z7ILZRYWFjA0NKzXuPru3bsaecJ8fX3Jwk5ubi7hwjIyMoK+vj4RL6moqGD0RS6Xi7KyMvLedHV1IZVKkZ6eDjU1NYwePVqptn2E8uByubCzs0NFRQVxPjIyMpptoSIvL09OtMPBwQFubm6M0rqHDx8yFmSlUqlSBpxstg09fnC5XPTr148hIiQUCnHr1q0WpXeQSqWIjo4mC4AcDgdOTk549+7dB5EJq8imUldXh6+vLxITE/H8+XPcvHmTIdBGURQiIiJQVFQEOzs7hcJGyqKiokLOMXB3d4eZmRlu3bpFFis9PT2JLWJjY4OIiAj06tWLVOeoq6tDTU0N9vb24PF4JCtEFSgoKEBUVBRDANja2hqjR49GWFgY0tPTGZnQL1++hIGBAfz8/MDj8SCVSjFgwACGQ0NRFO7du9dkQnPNhcrKSqSmpuL+/fsk28vc3BxeXl6MflVeXk7+o5GXlyeXhaYqHsuWQkZGBp49e4Y+ffqQKgmhUIjy8nJoaGiQxRzZRR1FPKqyoCuqZIXRaFEikUhEqquaCpmZmeT7ry/t4Ec0DZT1haVSKd6+fYuysjJGYpEy4HA4sLKyQnFxMaGZycjIwLt37yCRSKCnp4e2bdsy+mVLUW6Wlpbi4sWLePDggZyP7uzsjI4dOwKoGsvv3r1L2mlhYQE9PT0UFxc3ar6gfXRVBvKMjIzg4+MDFotF6DBk7SeRSISrV68S4diahNQ0NTXh5+fHyDQ2NzeHnZ0d491VVlbi3bt3SE1Nrfd4IhaLUVxcjCdPnuDFixd4/fp1g/h0NTU10adPHzKvNwUyMzNx9uxZEpuytLSEsbGx3LuzsbGBu7u7wrZ4e3uTxcFXr14hJiaG8TstsiwLV1dXuLi4KJUVrervSF1dHba2toiOjpb7PgoLC5UW4FVTU4Ofnx/y8/PrTCqpDrFYXGuiAEVRiIuLY/jIYrEYb968YTxLOnZQV+Y8XSXBZrNJrEgqlSplr+rp6aFv377o2bMnObaiogLJyclIT09vFRRF1UELGefl5UFTU5MEoysqKlRaMdvkwWgacXFxSEhIwJw5cxgrospCR0cH27dvx9OnTzF27Fg8fvwY0dHRWLhwYZ1qtNWhiI9UldDQ0MCIESNIu3799VecPXtWJedWU1PDb7/9hoKCAvj5+TGyu7p06YJTp07VeH+FhYWYO3euwlU1WkQuICAAwcHBZDubzcb3339PsmjXr1/PED6sjvfv3+PkyZPQ1NTExIkT5X7X1NRkGMx//fWXHA/WRzQ94uPjkZiYiE8//ZRsmzBhAqFySUtLw8mTJ+tlBNH9rE2bNuTd6+rqIjAwkBgnP//8c6O4CBMSEjBhwoQaAzI8Hg8BAQEwMDCQa1dt7fb29oarqyu2b9+OIUOGYNu2bQCqnpOHhwfD2W1umJiY4MCBA9DX11fqfZw8eVKhyIW6ujr++OMP3LlzBwMGDFCYGUpXsAQGBtbJ6UVj+/btWLRokdx2DoeDH3/8Ed7e3gCqBMZkxTlqey9isRhXrlwh/x4+fDjhyvTy8vpY0tsE0NLSwujRo3HgwAE5gaKWwldffSUn6PvDDz/g2rVr9T6XSCTCihUrGNs0NDSwdetWRul4fn4+unbtqtQCcVNBIBAwxubt27djxowZ2LFjR70otFoKir5tY2NjrFq1CkeOHMH8+fPx888/KzzWxMQECxYsaFQwWhGWLl2KIUOGoGvXrqQ654svviCCgHv27MHYsWNx6dIlBAQEMO6lb9++yM3NRVBQkMoWzjMyMnD8+HH4+/sT+6p3797o3bs3JkyYgFOnTjH2X79+PY4fP46nT5+Shbx169Yx9hGLxfD19cXjx49V0saWxq5du4gwWkBAAC5evFjnMXfu3FFYBfQh4+TJkzh//jwePHhABI9evnyJBw8ewMvLC15eXgqPq69v8/79e8yYMUPpIEJjEB4eTjLLPqJ1QNn+QttnDg4ODc7aDQkJIdmUNF69eoXXr19j5syZsLW1rXe7VI3MzEysW7dOIU3F2LFjSSVXREQEevfu3aJJVcqiffv2OHnyJDgcDkpLS+Hh4cGgHikrK8Mnn3xS53mMjIywb9++OquIi4qKcPr06UYtotekQaQszM3NcfDgQcTHx+Pq1asNPk9tiIiIwOeffw4ACnnxafj5+ZGMYVlUn89//fVXfP3113Ved8aMGVi2bBmCgoKQm5tb676q/o4MDAwwbtw4xMfHy9kr9YGuri6CgoLw4MGDWkWdGwKxWIwvv/yyzv3U1dURGBioMLNeVbC1tZWjgc3Ly8PJkydbbaXmy5cvSfJaUVGRSoRXFaHZgtFA1erBnTt3YGVlBV9f33o5G6Wlpfjss88Yq3QCgQCXL18mmdU9e/asMxugqeHu7g57e3toaGjg0aNH+PvvvxUOohs3bsShQ4cAQOny23HjxhEhMkXGYlRUFGbMmAGgivv5xx9/JBnN//zzj1wmkizu3r2LXbt21chtVdsgFhcXRzLp6KyzmvYXCoW4du0aeWdNQYReX+zbt4+olru7u2P58uUtzjfeFPD29oaOjg569epF3pFs5np8fDzi4uIAVK3IN3Q1XvbZVVRU4MqVK7C3t2dkgNUGiUSCn376CU+ePCEGjFgsxpo1ayCRSGrMUu7cuTOcnJwIX1l926ylpYXhw4ejS5curer95+bmYuHCheSbkRUo8ff3x9SpU+Hs7Izk5GSsW7euRi64yspKfPfdd3j69CmZ+LhcLvz8/MgCUZs2bSAUCnH16lVyve7du9c7+8XR0RGdOnVCTEwMyWTIycmp93Ol++mzZ8+QlJSEX375hVQxtKZ39CGienY5j8drEoGXmqClpcWYoxTBw8ND7j1/+eWXGDBgANasWUMyXBuLqKgobNy4EXPmzEGvXr3wxx9/kAWof/75p8WpEPbs2YPw8HDMnDkTZWVlePLkSYu2p77w9PSEra2tUnyNxcXFOH/+PKGn6NOnj0IHwdDQEL6+voz+ER0dTYQAaXTr1g3Lly+vUTegev/avHkzjh49CgAYNGgQZsyYQbJIR4wYgfj4eLmMpcZgx44dCAkJAVBlwy5ZsgSffvopRo4cCaBqEY/mCs3JyUFgYCCGDh2KmTNn/qfGwMjISEyfPh1A1VwmS0mxbds2XLp0CUAVld+/EWKxGGvXriXfgrGxMQwMDBrcBwQCAbHN6AC3qtGuXTt88803OHz4MBH1ysrKwqNHj1p0se8jVIPs7GycPXsWfn5+8PX1lfu9sLAQq1atYmT85eXl4ZNPPmkVvl9dMDc3R1BQEEJCQoi/bm1tjf/973/o2rWrwm9PJBLh22+/hYWFBaysrFrNGM3j8bBu3Tq4u7uTubWxqE2AjaIo3L9/H2lpaY2uLO3SpQvMzc1x69YtYpcFBgaiU6dOWLVqlcK4xt27dxEUFITIyEhSje/g4IBRo0bh/v37dQZu6wsLCwuMHj0aT58+ZVTVsVgsxnxub29f4zNjsVhIT0/H2rVr61yoc3JywqpVq+Dh4QGJRIKQkBBC19SlSxdC8dbaMX/+fAwcOBCGhobo0aMHDh48iK1btyIhIQE//fQTCgoKauTbvn//PvEv/f395TQSzp49q5BiRk1NDd9//z0KCwuxYcOGBsU6UlJScObMGTx+/BivX7+ulX6GzWZj1apV6NGjB3g8XqsZE2qDgYEBfH19kZKSQoLRTYlmDUYDVWTy5eXl8PHxAVD18RkZGcHAwKBWvjOhUCiXXSwWi0nwDADs7Oygp6cHPp/frC9b9nr29vaE/+/du3c4fPiwwmNu3bql9Pm5XC4MDQ3Ru3dvTJo0CXl5eQrLMDMzM8n19PT0MG/ePHC5XOjp6eHBgweEbJ1GUVERyZJ+9uyZXFv5fD709PQYDqSWlhYpC6UFePLz85VWeZdKpYiPjyf/rqioAJ/PR0VFBRkQ9PT0wOPxkJeXR7bp6+uDy+UytqkKYWFhCA8Ph5GRkRwf8YcMWhyONhicnJxgY2MDT09Pxn70e0xNTVX6PSoLsViM2NhYsFgsODs7E0FB2XaVlZUxsvUlEgkuXrzIWMSRSqWMTFlasEgWjo6OcHV1bXBb1dTU4OrqClNTU5SWlioUTmoJlJWV4cSJE4xtHA4HRkZG8PT0xJQpU1BQUIDExEQcOXKEZHEYGhqS4KKWlhYkEgkuXbpEAim0YFf79u0ZmeQSiYTxjdrY2MDQ0BCampq1LiBqaGiQ78fKygqdOnVCdnZ2vTjuq4MeV9PT05GXl4cZM2YQB7ywsBACgaBJS+/+zZAV5mgJ8Hg8+Pj4kEopPT09hdxtEokEeXl5ZAGlY8eO0NTUbPBYTQvzAFXfBZfLRUZGBg4dOoTOnTujY8eOGDlyJDn/1atXmywYLTuOCYXCGm2gsLAwvH79GmvWrIFQKER0dDQqKys/CMoOoOrdGhgYIDc3lwQm9PX1SYZIeXk5SkpKYGBgADabTRbc2Gw2XF1dFQax9fT0YGpqSuYRIyMjFBQUIDs7GzweD6ampqioqICdnR1ZeMnNzYWmpibU1dXlSgw1NTVhZmaGBw8ekDFUXV0dgwYNgqGhITQ0NODq6ory8nI5kcXS0lI5Z0RNTa3W4DuHw4GWlhbCw8NJoK60tBTjxo2Dp6cnCe7Qgnw07t69C3t7e1AUhYKCAtJWLS2tVjNnNQXS09NrtKfv37/fLA5Tc4Ke5/Lz86GlpQVtbW08e/aM2Gu+vr7o0aNHg89P+088Ho8Eo9lsNkxNTSGRSFQi8koLg7969Qpv3ryBUCjE+/fviZbFR3zYKC0tRVRUFIYNGyYngllYWIiUlBQ58d2ysrIPorJNQ0MDxsbGmDRpEiorKxESEkJEVf38/GrMCJZIJLh8+TKsra0xceJEQvXUkqBpC0eOHEmoRYAq+9rY2Bg5OTn1roaQSqXIyclhZIPTfgmbzQZFUXj79q1KBImtra1hbGyMZ8+egcfjQUNDAx4eHvDy8pLrX3S7ZGMaDg4OAKoW8IyMjBAfH4+ysjKVUrHp6uqic+fOyMjIQFZWFioqKiAQCKChoaFwoaY66Pn8zZs3OHr0KGmbrB8nC2dnZ0ydOpVQGiYkJBC/zdrausmC0UKhkNgcdBu1tbVhamqK/Pz8etukXl5eJNvW1tYWtra2CA0NRXl5OQICApCVlaXwnBRFISEhgSxOdOzYEaNGjWL4BtnZ2STRUFYU2djYGKNGjUJaWho2bNjQoOdA02WePXu2Vh0jPp8PfX19DBs2jBF7oShKjp6ytUBTUxNGRkZwc3OrNctflWj2YHR1aGho4NSpU7h37x7Gjx/fqFT1a9euITw8HNOnT68XIXljoKGhgalTpxK+nqZwBjp27IgLFy7A0NAQlZWVmDBhAl68eFHrsyouLsbQoUMREBCgsCQEqCpRXb16NQAopCGYPHkyfvzxR0agau7cuYTKITs7G0ePHq03Z7cs/Pz84O7ujgMHDhBnbtOmTejatSsGDhxInPMtW7bA0dERAwcObBKCd1pYUZHSd2PRUnxnurq6mD59OtTU1Ih6rCLk5uYyJr+mQEJCApKSktCxY0e4u7uTdtGCfLK0ABRF1cl5uWzZMixevJix7cGDByrJWIuJicGbN29I+XZrhK2tLa5duwYTExNIJBLMmjULDx8+JEYCLdpABxwV8Yl5e3ujW7duDH43Rbhx4wYiIiIwffr0WoXGAgICSGllUxjfAoEAhw4dgouLC4YPH45vvvkG586dq1OZ+yNaJ2hBStpw3LZtG8aMGSO3X0ZGBgYNGsRwlsRicYOpc9zd3XHq1CkinmlkZETKVH/44Qfs3r0bISEhJAO/KbF48WIsW7YMAPD48WOMGzeuThvIzs4OgYGBCA4OZizGt1ZQFIUvvviCZO3Q723Lli3o378/gKrM7zVr1iAoKAhGRkbw9/eHQCCAVCrFmTNnFC48sNls4kjw+Xxcu3YNPXv2JJUhlZWVOHjwICorK7Fjxw4AVYGCsWPHIjY2lmTS0hg1ahT69euH6dOn4+bNmwCAY8eO4erVqzhx4gTJrO7SpYucePamTZuwfft2xrY+ffowRGWrw9bWFgsXLsTVq1fJvHXt2jV07doVO3fuxPDhwwEAI0aMkBMb5vP5oCgKCxYsIM7W4sWL8dVXX9V4vY/4cMDhcLBv3z7w+XwEBARgwYIFpNQ4MzMTx44da5IqFktLS9y7dw/79u1TqkRcWaxcuRILFixAcHBws1CAfETLY9WqVTh58mSNnMOtHUOHDiVaAVOmTMHQoUMxfvx4hIeHo2fPnli6dCm+/fbbGo/PyMjAjh070Ldv3yarPFAWixcvxmeffSYXQKeFkm/evIkpU6bUK9ErKysLffv2ZSSotG3bFiEhIUrxF9cX6urqmDp1Kuzt7TFy5EisWbMGq1atkstwzs7ORr9+/WqtmhsxYgRycnJw6NAhiMVilfro/fr1g0QiwZkzZ9ChQwcMGzZMqePo+fzu3bvEF+dwONi/f7/cQg9Q5WO1RPLcixcvCNd7p06d8MknnyAwMBDjx4/HsGHDGJW7DcWGDRuQn5+Pixcv1hrvGT58OAlU8/l87Ny5ExMnTiQJLoGBgSRb+unTpxg1ahSWLVuGJUuWwNjYuFGi1AkJCbh69WqdcZMZM2bgu+++k6vuo23bjIyMVkXRwWazMWbMGFhaWqqcKq82NGswmv7gKyoqEB0dDQsLC5iamsLY2FglPC2enp5wdnZGly5dSKArKSmpzuBlQwciKysrmJmZQV9fnwR0Hj58SJyu+mZTDRgwgIgGxMTEEMoMHo8Hc3NzqKmpoaKiArm5uXUG6yiKwvv374nh16tXL0KZQA/SdRmFWlpaclmHdCYXTf6upaXVqExlOkDaoUMHaGhooE2bNujUqRPJeKLx4sUL5OTkNJmQHJ0RIht4p6Gnpwc3NzckJyc3iGC+OQPRsmKMWlpa0NXVrdFpoSgKb968QWZmJkpKSpp0QBSLxRCLxeDxeFBXV0deXh5ZxHB1dYVUKkVwcHCd79fY2BgDBgxAjx49YGJigqtXr0IikRDhNVW1tbS0FImJiWCz2Rg/fjxj9b+goADXrl1r0QmkvLwcd+/ehbq6OqRSKRISEojR7+rqim7dusHJyYmhal09eKeurq4U335lZSVD9K0maGpqNsgIrc/4W15ezhi/Wpuq9IeGd+/eyc1T9RUQaSjoOYoGHQD09/dnLCbTmS6qEmWjs/NoQys7Oxu5ubno1KkT0tLSkJGRgdjYWEgkEtjY2CicO1WFt2/fkiqp+Ph4hrDikCFDCG97WFgYMjMzce7cOXTp0gW+vr6ws7MDRVFITEysMxulrm+sqRZM9fT0YGNjg/LycpiZmeHKlStkwezFixfQ0dGBv78/dHV1wWKxYGhoCEdHR0yaNAmRkZGIjIysdVyn52MtLS2IxWKoq6uTMa+iogI6OjpyApd8Ph9mZmZwc3MjYkH0dk1NTQwePBhaWloIDg4m440sZ6iijGc3NzcEBATg2rVrxK5KSUmBpqYmHB0dFS4Ec7lc6OjowM7ODlKpFK9fv4ZAIEBWVhajn/H5fIULhlKpFAUFBWQMfPLkCY4ePary8uOPaBkYGhqiTZs2mDx5Mnr16kX6tUQiIf1a1d8tl8uFmZmZ0noRyqK0tBS5ubkoKSlR+Rj6EapDY/pTZWUlgoODSVJRZGSk0mJzOjo6GDJkCPFVSktL8erVKzg6OpIs2+ZO6JHVN0pNTUV4eDgKCgogFouRnZ1NxluaYmDy5MkQi8WQSCS4du0aRCIRbG1tGXNMc6Bjx47o3LkzYxufzyf2lSJERUXV24+n7TJZaGlp1eoXNeY9SqVSpKamory8HDo6OkhISJC7vre3N4yNjREcHFyruNqDBw+Qk5ODdu3agcViQSqVIiQkBGVlZXBwcGhUEI6e6ysqKpCdnV1rFYiamhqcnJxIULlbt24QCAS4evUqnJ2d4eHhARcXF6irq9fqc1ZWVjab+J1QKCT2FG2b6ejoQE1NrUELpI8fP4aOjg6GDh1K7Jzi4mIyXyjiawf+v/JbFvS4UV5eDgcHB2hraxMf18jIiNCtKaqmZbPZcHFxqbXSNiUlhWi20HECoKrf+/v7Izk5GeHh4YxjFMXRaJSXlzPs25ZKXNTQ0CD9nq4yrCtJTdVocDBa0UOrvq36v1ksFsl6PHfuHPz8/EjwVRVYvny5nNjR4cOH6wxG0+2i/64NsgN2165dyYoVvf3vv/+usZSwNtCcMrJCgdX5mxsT9P3kk08wZswYdO3atV4BHEXPheb+TktLk3vf1fdVpp+oq6tj6NChcHNzw9ixYwFAjk9u06ZNSrdZVaDvx9raGtbW1jh16hRiYmIaNFg09Nko2lbbgNW2bVuMHDmS0VdqOqdUKsXdu3eRmpqqknYp29aysjKGENHcuXNRWVmJ27dv18q7BFSVJh04cABcLhfl5eVYuXIlBAIB4fVUZVvv378PY2Nj7Ny5kwQfKIrCixcvcOvWLZUqydYXmZmZmDt3rsLfRo8eje+//x4URTV4zGjopKjomQK19/uaxt+a3pnscR/RODx48IDwsLY0/v77b5w5cwbPnz9v0sqmvLw8nD17ljgcdD8bM2YMLly4gLi4OAQHByM/Px82NjYNnjuVwcmTJxWWLGtoaGDTpk1wdnYGi8VCYGAgdu7cSWwcX19feHh4oH379tixYwfDxlHm263+vdU0djZm3gKqOOjHjBmDMWPGIDU1Fffu3SOLCps2bcLZs2fRt29fxjFWVlbYs2cPNmzYgMjIyFrvQ9F9KRN0p+d0KysrxjEsFgtffvklRo8ejTt37jAWIWsbS8eOHYthw4ahZ8+eJBgdFRWF+Ph4LFiwQC4YLXtN+j1u3769UdQIly5dksv2/ogPG23btsW+fftq/L0+c2BN33Zz4MWLFwgLC1PaDvuIxqMxPjr9t+x+irbJ/ru0tBTLli1rEBe0ubk5du/eDR0dHUgkEvTr1w8JCQmws7MjAZL6+OjKfBf1mSevXbuG5cuXM367cOECgoODERoaih49emD//v2gKAoCgQA9evRAcXExxowZI2dn1NWGxgakRowYIScOvGbNGkybNq3B56wvavI/a7Mz6noOtJZNYWEhEZivjqVLl8LLywtdunRR6J/Rfu9PP/2E7OxshIeHQ0tLCyKRCJs3b0ZycjLpc9Xvg25/fb6rtLQ0kn2r6Dh9fX3Y2tqSPv7NN98gLi4Ot2/fxvDhw/HLL78AAJ4/f45Zs2bVGJitCQ310evyvapvb4yvuXPnTjm7PywsDDExMfVuK0VRuHfvHszMzBjvURnweDwMGjSIoaNVHadOnUJRUZHcvZqYmGDnzp04duyYXDC6PlDFfF7fd0tRFPT09DBq1ChGpn1zB8YbHIxW1Mjq25TZR9V4//49vvjiC5SWloLFYmHmzJmEVuLVq1c1OjfKtovFYiEzMxP37t0jlANA1cezYcMGBs+tj48PmcByc3Px+eef1xgYl0qlWLt2LRFzkhU1TExMxIQJE8Bms8HhcLB8+XLo6+sDqBLfq01h/MmTJyTAW130pS5cvnwZ6enpWLdunUIu3oa+b2WOaw0oLi7G559/jg4dOuCzzz4D0PC2NvTZKNqmaB9NTU0MGjQIpqamoCgK69evJ33R398f8+fPZ+yfkJCAyMhI5OXlqew9KtvW6tvu3LkDbW1tHDhwAOfPn8eBAwfkjuFyufjll1/g7u4ODoeDgwcP4vTp00hLS5MTQGuqfiiRSLBmzRo8efKkVapm29ra4pdffoGbmxsRUZHlspJIJEhJSYGpqSn69u1b6wqwqvq5KvsSvS0tLQ0nTpzAmDFjWjWVyocAX19fnD59Ghs2bGi2jGgAWLhwIQYOHAigKjNi48aNDTrPsGHDMHv2bABAcnIyvvrqK8a36ejoiJ9++gknTpzA2bNnMXDgQFhYWMg54DS6d+8OFxcXaGlpIT09HSdOnECPHj2Is3z9+nX8+eefdbYrICAAc+bMkdsuFouxatUqJCYm1np8RUUFPv30U3h7e2PNmjWM3+g5fdmyZejduzdGjBiBN2/eEFHDxox1qvp+aa5lWl+iJmRlZWH69OlITk4mNhDNUUdTpygDgUBAntfatWvrvL/U1FQ8fPgQDx48gK2tLTZv3szIBjU3N8fBgwdx4cIF7N69m9EuRZg0aRLGjh2LzZs348mTJ1izZg2kUim4XC78/f2hpaVFSltl20FDXV0dI0aMgIWFBby8vOR0HT7iIxqL5rS7ORwOBgwYAEdHR5w8eZJkMH7I/sCHBlX66Mps09HRwfbt23H79u16zeerV6+Gj49PnRSX9fHRVbVfZmYmvvzyS6WpB6KjoxEVFYWePXtCJBLVaGfUd9uHgG+//Ra+vr7g8/kIDg7Grl27kJKSAi6Xi4EDBzLoPFUdK+rduzdWrFhR57wZHByMoKAgREdHM+ZzDoeD9evXo7y8HLa2tmCxWBCJRPj6668ZooB0JnVdbVX2fsrKyhiJEQCQlpYGsViMs2fP4vXr1wCqqkAbog+iyraWlJTg+vXrjGz0t2/fYtKkSWCz2ZBKpQ0WDy4uLsb8+fPh7OyMXr16IT09vVFtVQRnZ2ecOHGCwZneULBYLNja2mLixIno3bs3nJycoKWlhcGDB+PUqVP4/vvvkZubi40bN8LNza3R16upDbX9u/o2Orhc23GnTp0i4t3Ozs748ccfVdnkWtHinNGqRG5uLhITE3HhwgWSSj9y5EhSaqOjo0Mcjuqlm8pCW1sbFEUhLi4Ob968QVpaGszNzZGRkUEEFtlsNiwsLNClSxfCgZmSkoJvvvmm1nOHhoYq3F5YWIjz588TwZ7vv/+ecBbWJdqSmZkpJ/yoLN68eYN3795hwoQJDEdNKpXWe4WutUMqlSI9PR1aWlowNjYGi8UiZWc5OTkk6KWjo4PS0tJWkb3B4/HISiJdUiYWi5GSkoKbN2+S8m9LS0tyjEQiQWlpKdLT0xkLHi2J1NRUGBgYYMqUKTVyPrPZbLRv354YA+np6Xj+/Dn09fVhaWkJPT09uXJqVUAikaC4uBhSqRRlZWUICQlhLDi1Jujp6WHkyJGorKxEcnIyrl27JidIqa2tDRMTE7Rv317pSby8vBwikQhpaWkwMTGR453T0dGBjY1Ns/H0l5SUID4+HkOGDEG7du2a5Zr/VtjY2KBNmzY4ePBgs163a9euZG7U1NTE8ePHQVEUTE1Nyeo8RVHIzc1Feno6JBIJtLS0CJ2XWCxGVlYWHBwcyHlevnwJDofDCEbr6uqiX79+ePnyJfT19eHo6FhrUNHCwoKUw5eWliI+Ph5t27aFoaEhhgwZAqFQiDNnziA3N7dW+gjZdslCJBLh0KFDKCkpQXZ2NvT09MjcWllZSQx9Wh1dIBBg5syZUFNTQ5s2bQBUBarPnj1LqDpouh1dXV2Ul5e3mKihSCRCWVkZEaR2dnZm0ABxOBxYW1sTe+z9+/dyVTINFaGTSCS4ceMGeV5sNhsCgQCFhYUoLy+XE7UuLi5GfHw84uPjYW5ujsWLFzOo4rhcLoYNG4a8vDxcv34d4eHhtVbC2NraomfPnnByckJhYSG5FpvNhr29PbS0tAjlCD1H0c+L3s/BwQFubm4K+w1NaSNLcSCVSqGrqwsLCwtkZWW1Cpvkvwxa5DcrK6vJ6OQ+BNDjkZOTE4yNjVuNnfkRTQs1NTX4+/sDAI4fP47c3FyldB2cnJzg6urKyMozMzNDcXFxiwRmhUIhKioqkJGRAYqicP78+TorNsViMcrKypCamorXr18TzlpVQCKRIC0trU6aMh6PBzMzMwYtSGVlJbKzs0k8RJXgcDgwNzcnWb39+/eHn58fgKrYAR13MDc3J7RCjakmZbPZsLS0ZFABSqVSZGVlwdDQEB4eHpBKpcjMzJSjsxCLxUhLS0NERATOnTsHAAw7kM1mo2/fvoxjBAIBMjIyiCigs7MzdHV1UVpaqjKKRpFIJLfonpeXBx0dHRQWFiIiIgLZ2dn19msFAgGKioqgo6PTaN5fiqJQVlaG3NxcxMfHM+zLoqIinD9/vlHnB6qew4MHD5CXl0eEexsDqVSKoqIihqizkZERRo8ejYKCAlK9UZ3mpT7Q19eHvr4+Bg4cSPxQExMTuLu7Q1dXF5WVlRgxYgTDBhYKhcjKyoKurm6T8KrXhpqeKS2ODFRRBdLfbZcuXTB//vxmo3/5VwWjV6xYAQ6Hw3h4S5YsITw28+bNw3fffQegyhE6ePBgvYxGHo+HSZMmISIiAjt37sQPP/yAoKAgRsYLUNXpQ0JCiPOoKixevBiff/65yvncaoNUKsW8efMYXEBsNhvjxo2rNbPyQ0NJSQkCAgIwbNgwucAMLSq0fft2TJs2Dfv27WsVCqgODg5E5CgrKwuDBw8mBktN5b4FBQU4cOCAwva3FF8RULXgsnv3bjx+/Fjh70KhEJMnT4aXlxcuXbqEZcuWYcGCBQCqjCI1NTXcuHEDz58/b5J2hYeH49atWypRmG9q7Ny5E+vXr5ebRLhcLiZMmFBntmJ13LhxA3Fxcfj7778xceJE/PPPP4zfx40bB39/f5w/f16OXqcpcfPmTdy9excrV65stmt+hOrRv39/IjrHZrMZztSKFStw8eJFFBcXY9q0afj9998BVGVk9OvXr85zv3//Hrt27QKXy8X8+fPllNeVwa1btxAREYFZs2bB398fz58/x8yZM3H58uV6n4vL5eLgwYMIDw/H0KFDsXjxYqxYsQIA8OjRI4wcOZLh6Dx69AjdunXD999/j3Xr1gEArly5ghkzZmD16tX44YcfAFSJ723ZsgXnz5+vV0axKpGUlIQzZ86QcaJ6ppuZmRnu3LlD7m/y5MkICQlRaRseP37MoE6rrKyscWGABi14JOu02dra4vbt25g8eTKGDRuGMWPG1Boo3759O/bv3w+gyrGqbldaWVkhMDAQ169fJ9V59PMCqjg9Z82aVeu9LVu2DNevXyf/ZrFY2L9/P7788ksMGDCgVdgk/2V899138Pf3R58+ff7Toro9e/ZEz549GzTWfsSHD3o+X7hwIU6dOlXn/kuWLIGLiwtu374NbW1tsNls7N69G1lZWThx4kSzL+zExsbi2rVr2LNnDwDUGYgGquyMw4cPNwl1X1ZWFvr161dnQNnR0REhISEM3aO4uDgMGTKkSYLR9HxOX6+m4JqBgQHmzp2Lly9f4t69ew2+nq6uLi5fvsy4Tm5uLvr27Ut8dOD/A5GySE1NhY+PT6Pej5eXF+bMmYMDBw6oTL9EEQwMDDBv3jx4enqid+/eGDZsWL0ToEJDQ/Hs2TPMmjWLVNE3BpcuXcK7d++aLNFBQ0MD06dPh56enkpiELm5udi1axd69+4Nb29vxm9//vkntmzZAqDKVlPlIv6pU6fwxRdfoLi4GA4ODnK/JyQkYPDgwVi6dCkRJG5JsFgsjBgxAjY2NnJimFFRUejevXuz2ZWtJhhtYWGBefPmKewYoaGhZHWqNijKdJYNHj19+hRHjhxBQEAADAwM0LVr13qtcHG5XOjp6REjq7y8HIWFhXLnqKysxOXLlxlB4/z8/EYLd8TExMhN7tUzH5sC1QNwbDZbqUGpvsHN/Px8PH36lGQSzZgxgwinXbt2rUkDXRRFoaioCNHR0QgKCkLfvn3JIC4UCpGfn48bN24gLy+vRbmCZcHhcMDn83Hjxg08e/YMWVlZNWb7UxSF169fIzMzE+Xl5a0uc4fmWjM0NES3bt0AVH1fCQkJZEwoLi5GcXExKIpiiDrRWW71oaCpb7tKSkqa5PyqRF5eHvbs2YPQ0FC5tnbv3h1du3aFiYmJ0iITBQUFePv2LbKyslBRUYGKigpERkYiKCgIAwcOhK2tLYAqQ0JdXb1B4hWNgUgkapV0KR8Kdu7cSf5OSkpqsut4eXkRmqfU1FRcvXoVoaGh0NDQwJgxY6CtrS2XbU+jtLSUOBYaGhpkP5peKDo6Grt27UJAQAAMDQ0xZ84chIWFEeNdKpWioqICHA6nwZn7IpEIJSUlePnyJSwsLGBra4uAgADo6urizJkzjPlAV1cXo0ePhpeXFyiKwuXLlyEQCDBq1ChwuVxQFIXbt28jPDwcUqkUfD6f3JOiRWaxWIz8/Hw8evQI2traGDNmDFxdXTF//nzcvn2b0H0IBAJoamrCyckJampqiIuLa5IxvrY5XSKRoKKiAvfu3QOHw8HYsWORkZFBKnRotGvXDj4+Phg+fDgZQ6Kjo/Ho0aNGt49+XkDV/Ni+fXuFSQEGBgbo1q0b3r59i8LCQhQWFsLZ2Rm+vr7E1ti3bx80NDRIVnJtoMdHWfTo0QPdu3eHvr4+6X/29vakso7um0DVs3v58iVZKLxx44ZcyWtMTAzDCWaxWLh16xZ0dXVb3Xz+X8TTp0/B5XIxevRoMi/dvHmTvEcnJye57LvY2Fg8ePBA7lwUReHixYuIjY2V+00kEqkkM6+2b7lDhw6YN28egoODScl0XdDS0oKzszOsra2brUrqI1oHQkND8fTpU8Y2ZbmjS0pKGDysLBaLzIVdu3ZFRkYGMjIyVNtgBRAKhYiNjcXbt28Vjue1QVNTE+3atUN6erpCXYnGJPrQQrV1tYfD4cDAwAAJCQmEtzY5ORm5ubkqnx8GDBiAbt26wdzcnFSLX7t2jbxzWhQ7ICAAHh4e0NHRQZs2bYhvRyMjI0NpHQ4Wi0WyUWlIJBKw2Wzio9cE+hnW9vvFixchkUgwcuRIcDgccDgcjBkzhlB/dOvWDZqamo3ONK4LbDYbmpqaKC8vR0pKCoYMGUIC7bLIzs7GxYsX0b17dyJYmZ6ejitXrsDT0xMdO3ZUSqBeGVRWVqo87mFjY4NBgwYhOTkZJSUl0NHRUdkCJu23K/IPKyoqFPYVoVCI48ePk4z5Pn36oG3btjh9+jRZkHr27Bnev3+P9u3bE3/3zZs3KCgoQFxcHG7dukXOXVhYiL1796J79+7o2bMngKr+mp+fr1TFSEPuWZkxRiAQEPuTxWJBTU2NVAXKLnpIJJJmjXmoLBhdnTxbWfEpepuLiwt27Nih8NwLFixQKhhdF27evInbt2/j1q1b8PX1xdChQxW2RRYNmUCKi4ubZNXj/PnzKimJUBVqEpSQ5aaR3aemj4XeThsd48ePR4cOHUgWHEVRGDZsWLNkXb548QKBgYHYt28fhgwZwugTO3fuhK6uLhYuXAg+n19jf66LVL46GmOoUBSFHTt2KJWB8OjRIxJ0UtSumt5jfdoi+56r/18ZODo6wsHBgXCzv379uk5DKi8vr1bedFW060NAWloaFi9erPC3MWPG4PPPP0dQUBDev38vJ/qgiFsqMzNT7rk+fvwYjx8/xtmzZ9G2bVvGMdXPpawIRk3vQBnxio9oOAIDA5vlOhMnTsTSpUsBVFWZXLt2DYcOHcKVK1fQp08fQtsgC2XeM4vFInP67du34ePjg61bt+Lnn3+uM5Okej+lz1dTHxMKhQgJCYGrqytsbW2xcOFCBAQE4Nq1awwj3dzcHFu2bCFCTJs2bUJeXh78/f3B4XAgFovx888/E2dRVviltv59+PBh8ry6dOmCnTt3Yvr06SQYTc+3Hh4ecHJywps3b5RW6Vbmm6xtTq+OvXv34vLly+jfvz/CwsLk+tncuXPh4+ODJUuWkOts2bJFJcFoWfB4PAwYMIDhvNL3YWlpCUtLS5w8eZIIDnp7e2Pnzp0YPnw4Ll++jGXLljXq+uPGjcPnn39OrgsArq6ucHR0RHJyMmNfun8ZGhoqPadTFIXffvutUW38CNXhwIEDuHz5Mp4/fw5ra2uwWCxMnjyZBKN79erFWAAEqjLqFQWjpVIpfv31V4XXsbKywpw5c0h5PA1l5nRZVP9+Zf/u06cPfHx84O/vr3QwWl9fH8OGDas1WPNxTm85NMRHV3beOHjwIKluUkUbgapM26FDhyI0NLTOYHR953NFKC8vx7Vr1xqUCUj3/Vu3bjGCqzXNm8qiPlmb9HmDg4OxatUqpY9rCAIDA4kWFW3DbNmyBVeuXCH7sNlsrFixglSwOTo6yonD3b59u9ZgtKyvJnstVY0Z9PnEYjF++eUXCIVCDB06FGw2GzweD2vXrmXsryxdhip8zsTERLx79w4LFiyAtbU12U4f//DhQ1y+fBnjxo0j8aYbN24gODgYU6ZMwZw5c7Bjxw5i3zSkXbL2qarRqVMn7Ny5ExcuXMDz589V4qMr43PWdD8CgQCrV68m/961axcMDQ3x1VdfMeZAHR0dODg4kGB0REQECgoKsGPHDkbCaXZ2NpYuXYrPP/+cBKOB/7fVFbVHFfN5bTE2iqJQWlqKq1evEr/lwoULCp9Hc0NlweiGEI1HRkYiLS0N/v7+KiklAABTU1Ns3boVOjo6oCgKa9asYazYSqVSrFy5kpSWTJo0iZRHvnr1Cp9//jnEYjHU1NTw559/ws7OrtFtWr16NZycnLBkyZIPosxfWdQ0SNQU4FRm/9aCzZs3Y//+/YwVtG+//Rb9+vVDmzZtcOPGDfzxxx/o168fgx9Mme+gOup7/+rq6ggICKiV+7Qh16w+kNW3XfT+Nf2/vucxNDTElClT8OLFC7x8+bJe51B1u8aMGYOlS5di5cqVCrOVWhOmTJmCyZMnY8WKFWCz2di8eTPhmKdR23tW5rl8//33OHv2LLZt24aMjAyEhYUhMzOzzv5Tn2deV7t69+5NMis/onVg1qxZmDhxImNbWVkZDh8+DKCqfG7q1KkAqoKFISEhDDoHTU1NDB06tM7MOisrK5w5cwYnT57Erl27AFRlIly9ehUSiYQox6urqysMjtR3jqKRlJSEw4cPw9fXl2wbMmQICVzy+Xy5ticlJWH06NFgs9mgKIpBo3HgwAE8evQI/v7+oCgKkydPRkREhMLF95KSEsycORP9+/fHmjVr8OWXX5JnSfNc14Ta7qu+c5Ts32FhYeR+ZMuZCwsLMXXqVIUZKFevXsXQoUPxv//9j2QdjRgxAk5OToz9Tpw4gb1799bZNlmYm5ujf//+YLFYYLPZcgsd1cd+Hx8fuLi4MJzo//3vfxg7diyWLFmidAbLtGnTMGHCBCxfvpwEH3ft2oUbN27I7aupqYmvv/4ajo6O4HA4ePjwITnm7t278Pf3r1Fo+yNaN4qLizF9+nQMHDgQ3377Lb766ivMnDkTABTyyA4dOhTBwcEAqqpGli5dqnQFZW3zo7Jzuqyz+/333+Pt27fYtm1bozLq6jPWtEbb/9+Khvjodb1LuvKlMdyrsjh37pxcUtrgwYPJPJebm4vr16/LBZQaOp83NRrTFoqicO/ePbx9+7bGrNSRI0di4cKFAKr0YJqLGuenn34idheN6pnxUqkUX3/9Nbp27Yq//vpLYds6depEKpfev3+PkJAQhcE5FosFoVCI8+fPw9bWFn369AGLxYKenh4OHTrEeD65ublYvHhxnVy3KSkpGD16NDgcDqlWoigKI0aMwMyZM0mfawhU4XOyWCxIpVJcu3aN2MidOnVCp06dlDqex+Nh5MiRSE5Oxp07dxrUrlevXiEsLEzp7HVlwOfzsXXrVsZ9qDp2QCMqKgqZmZkYPHgwcnJy8MUXXyAuLk6pc/3xxx84cuQIcnNz69UGGtbW1tiyZQtD18je3h7nz59nxBXrG0dT9hhF21ksFqytrXH69GmcP38eQUFBSt0LHQ8tLi7G119/3SQLFE1G06HMikZ+fj6Ki4vrTP83NTWFvb09UlJS6qSH4HK5sLW1hZ6eHinnr46wsDDyN80vCFQ5UNevX4dIJIKGhkaNgWM+nw9nZ2dQFAU9PT1wuVwi2KEIPj4+aNeuXYPL2NXV1dGmTRvk5eW1eqoAVaC0tBQFBQXQ09Nr8pKYmqCI/qRLly7o06cPUlJSUFRUhMTERLRv354IuAmFQpWUX3C53Bp5wbOzs4lIFU1bUZcQp0AgQF5eXosJW9UX9Nihrq4OBwcHImKmq6uLNm3agMVi4f379ygsLISenl6zEOzb2dmhf//+OHjwIEpLS5GamtpkK8YNBT1OODo6ws7ODmpqatDW1sagQYPA4/FUSmnx/Plz5OfnQyQSobi4GG/evJHbp6mznszMzOQyLT6iZeHk5ITBgwejqKiIVDTcu3eP0T9k31n1rDs+n4/c3FwYGBhAS0sLFhYWZF41NTUl+2lpaWHAgAFE5b6oqAjv37/HmzdvQFFUjf2isX2ytLQUpaWlcHd3h56eHuzt7eHu7o4hQ4Yo3N/a2hoZGRkMGhRTU1MYGhqiuLgYeXl5KCoqgr29PYyNjeHo6IjMzEw5576srAyVlZW4d+8eKamryTFhs9kwMDAgQfGSkhKV09kIhUKUlJQgNTVV4bcvFAqJA1Qd6enpSE9Px5gxY0gSgr6+vtwzrG9AVk9PD+bm5nB0dFT6HVtYWEBHRwfGxsaQSCR4/fo12rVrB2NjY7i4uCAtLa1Oig6gqt8PGjQIrq6uEAqFSEtLQ0JCgkLxNj09PWzevBmmpqbw9PQk81dycjKysrJqdPwsLS1JcL2wsFCpdn1E04HNZhO7j87cFIlEuHv3LjQ1NfH69Ws4ODigS5cu5BiKopCZmcmw2ezt7cnfdfVbXV1dlfFq0sEcOvD87NkzPH36FPHx8dDV1QVFUUrx5X5E60BeXh4Rj1QGqrDPRCIRCgoKUFlZSb4HWT+XFlSvq7pRKBQiMTERERERuHbtGuM3Ozs7QksjEomQn58PdXV1Up3amHuorKwk32JJSUmd9DeyFDR0/EIRlGkXvQ89l8qCtt2zsrLkqmhk0bZt2xptj6aEsnNzeHg4CgoKkJCQAEtLSxgZGSE1NZUsuBkZGRFbTU1NTe542ecolUqRnJzMSF5QV1eX0w5JS0tTKtZSVlamcLE4JCQE7du3R/fu3QFULR5bW1ujvLwcJSUlzU6JJWsjGxkZwcrKiqGrAlQ9m5SUFLJvTk4OscsqKyuRl5cHoIrKxcbGBlxuVeivtLRUYba3RCJBUVERMjIyFNp3jQE9ThgZGSE/P79JaU8LCgpIjJGO74nFYrBYLNjY2EAsFtdY+RMdHQ02m422bdsynheXy5X7tmmKnOpVku7u7uDz+eT5A/8fc2ypmIyGhgbc3d3x7t07ODo6Ii0trc4FcDabDWtrayLO/UEFo1UZhFi9ejXmz58Pb29vpKWl1bpvZmYm+vXrR67fFOTbvXr1ImXALBYLfD4fJiYmciuDNDQ0NBolaNKxY0dcv34dv/zyCzZt2tTg83woCAkJQXh4OObMmdPquOdycnLQv39/4jAGBwfj1atXCA0NxevXr1UiyGRlZYVJkyYp/IYWLlyIo0eP4u+//ybb6hpIYmJiEBQUVGdAoqWzCGhUb4e7uzvc3d0xY8YMWFlZgcPhYMuWLdi6dStmz55NgjNNDTabjT179uD58+fo379/q+EOp+Hs7Ixbt25h27Zt6NmzJ8rLy4lB1RJoLf3pI5oXYrEYp06dIsGy+hhc5eXlOHjwIFxdXTF8+HBs3ryZHF+Tg0FRVfyqUVFRdToKquyT5ubmuH37NjFUq4PNZmPnzp0K25SZmckQUJa9Ny8vL5IxTCM4OFhpB1BbWxszZ84kBuOJEyfk+Icbi7S0NBw/frxRQe5ly5YR0ZSFCxdi48aNDT4Xj8fDxIkTG1QtpKWlhZkzZyImJgYeHh44efIkBg4ciLt372L79u1KC6SqqanhyJEjePDgAYYOHVpnX2zbti0WLFiAOXPmIDs7G7179641A+mPP/4ggYedO3fiiy++UP4mP0Ll0NLSwrlz5/D69WuMHz+e8duNGzfg7u6OvXv3Yty4cYzfVqxYoVD8VJZDXBHYbDbGjBkDS0tLlYxjfD4f06dPZwiCZWRkMII7H0UxPxzs2LEDrq6uGDFihFL7q6IPtWnTBgsWLEBwcDCSk5Nx+fJlBkc/Pa7VlTmdkpICX19fhfPJnj17cOjQIQBVc71IJEKfPn3Qu3fvRt/D69evSZk6fe6awGazsWPHDvj4+AAANm3ahPXr1yvctz7VRu/evcPp06cZv3Xs2FHp99ja8fbtW/Tu3RsrVqzA6tWrMWvWLEJTtnr1anz11Vc1HttSPsT27duJgKWXlxeuXLmCx48fIywsrEV1ap4+fYqoqCjMmDGDsb2iogLjxo1DbGwsKIrCL7/8gs2bNwNg9mtjY2Pcv38flpaWAKoqERRV4RUXF2Pv3r1Nwm1cWlqKkSNHwtnZGePHj2+xgOzJkyeRnZ2NESNG1Bhc1dfXx5UrV0hVE/28qvsiOjo6cgLUbDYbBw8erLUPt0Rformsu3TpQoTU66LIEwgEmDhxIiiKUolehSK0GgHD2qChoQFjY2PMmzcPERERuHTpUo37Vl/NHzVqFPT09HDkyJF6vXixWIxDhw7BxcUFHTp0qHNQNDAwgLOzs0K+mkuXLiEiIqLBAoZsNhs6OjoKVw7/jRCLxRAKha0u8/Ty5cuIiYlBbm4uCUSKxWJC62JlZYUePXo0+jpGRkZQV1dn9KW3b9/iwoULiImJqbeYgEQiQWVlpdIr9a0NHA4HbDYb7969Q1JSEhH9KS0thUAgaNLJTENDA25ubrCxsSELT4o4blsD2Gw2tLW10bNnT8yePRvHjx9v0utVVlYiIiKCwUn2Ef9NmJmZYcKECTA3N0dYWBiKioqU5terDpFIhKysLDx58gRAVfaLm5sbI+hbUVGB6OhoVFZWokePHtDU1Gx2w47+3moCPV7IQiqVIjY2Funp6eDxeAoD2VwuV267k5MTyQhydnYm22kKlDZt2sDf359cl7YVKIpChw4dSJC2rkyr2pCUlIS8vDxMnjwZPB6v0YtxsoGuxog729jYoE2bNtDV1W1Q9Rn9vCiKQklJCU6fPo2MjAxMmTIFPXr0wNKlS3HmzJlaEyEePXqEP//8E0DVXE0b7DweD5MnT0ZpaSnOnDkDoGrc3Lt3LxGuHDRoEAnq0GKdQJXTduTIEfKcNDU1SeDQ09MTy5Ytw+nTp+tM0PiIpgGLxYKWlhY6dOiA5cuXM+zV169f48qVK7h48SKys7PRqVMn0jczMjLqrGarCWpqairxA16/fg2pVIq5c+eCx+MxOFmVaZuxsTEmTZqEp0+fqpzr/SMaBqFQ2OyBHVo8PDc3FywWC9ra2mSMCg4ORnh4uFILGrL9jsViYezYsQxaG6lUihMnTiA7OxtAVZVIdV/r7t27ePnyJdzc3GpNYnJwcACfz8fhw4eRmJhYLzuFz+eT+/P29sann34Kc3NzpY+XhVgsxsuXL5GamirXBn19ffTs2VNh5m5NyM3NxbFjx4h4YHNj5MiRMDAwwJEjRxj3I5VKUVpaigcPHmDr1q3o3r07qehSJMzXGFy+fBnh4eGNsieAqm+Jvgc6ICuRSBps0yoDZfxv+vumKAoWFhZYtmwZ3N3dweVyMXbsWLRt25aIaiuyz4RCIdTU1AhliouLC8myjo2NxfXr1wFUzTOzZs1CdHQ0bt++rcrbhJqaGsaPHw9jY2Ol4hKNhVQqRXR0NIRCIT799FNIpVKoqamhTZs2tVZVDxgwAJ6enjA3N4dQKMTr169RXl6ucP6lK7mrozl9kvrEb4RCIfFf6ISQutAUCxOyaBXBaNloO4vFUvhAtbS08N133+Hs2bMMfj9ZKIrYBwYGwt7eHqdPn653MHrTpk1o27YtZsyYUSddhIuLCyknrt7+vXv34uzZs0pfWxGkUmmrCM7SXIz/Rezfv7/W39u2bcsQdaMhKwJQU/+uC9HR0fjss8/qfRx9vfrygrYm0GUhjx49QmpqKvbt2wepVAoej0d+a6q2a2trw8/P74NaCBo8eDD69euHhw8fgqIoojitbHkZ3V9rG2/o8sJbt24xyuZUgda6KPIRNcPGxgYbN25EaGionAPVkPeZmZlJqon09PTg7OzMmHfoEkuhUNgiZaq0zaLM2Cr7LUmlUjx69KhOQabq6NixIzp27AigytagUVJSgu+++w5+fn4kGF09e4GmCWCz2QgLCyOK9/VFQkICoqKisGHDBhgYGDRZuR4NRbaGouu1a9cOvXr1Utl1g4KCcPPmTYwaNQq9e/eGl5cXXr58WWvQ9+rVq7h69arcdjU1NaxcuRIZGRm4cOECJBIJBAIBfvzxR7LPnj174OLigrVr1zLuOS0tDefPnyfBHKlUSsZyHx8f9O7dG9HR0cjIyGiybJWPqBvVxbYpisLp06cRHByMgwcP4ty5cwgMDISWlhYoisL79+9r/XYUjSkURanE7qbb9+LFC+Tm5kIgEJBxrD6wtLTExo0bsWnTJjx58qTOMf7jnN70qC5o2VSQXbh4//49GffoCkV6/jl48CCOHj1a7/OzWCx8+umnDF0GoVCIR48ekWC0k5OT3Lx/9epV3LhxA46OjmQRWJHf7ObmBjMzM3z66afIysoCm81WevyUHYP79+8PPz8/ACC2tVQqZcQyZP9fHWKxGHfv3mUsQAJV79HKygqDBw+W42WuPgbQ4whFUUhPT8fKlStbpJqBw+FgwYIFcHZ2xpkzZxQGbW/evIm7d+8iNDQUPXr0qPe4Q9+n7DOmQY+Z+/btq1P4ty7IPuPmnFfr46NTFAVbW1ts2rSJbPvmm29w48YNnD17tla7TCKRQCqVgs1mo1OnTnBzcwNQtUhKV3bb29vj4MGDOHz4sEqD0fQC7po1ayAWixs0PtQXdOzAysoKv/76K9FuoX+rCZMmTcKcOXMIn3h1+qDWhg99fm3xYLREIsHFixdJ1oCnpyc6dOhQ4/7e3t64efOmwt/WrFmD+/fvq6RdHA4Hw4YNg7m5uVIvOSUlBQcOHICPjw8cHBxU0gYaCQkJGDRoUIMzmlSJKVOmYO7cuXj+/Pm/SoyxKSGRSLB06VKIxWJs27atwdzh9YW2tjZGjBhBMrD+DTAxMcH06dMB/D/nYVMNwoMGDQJFURg5ciRGjhyJRYsWNcl1mhJxcXEYPHgwCXJ4eHjUmdldWVmJCxcu1MpJ+sMPP6BPnz6wtLTE69ev8fjxY5W1+UOfVP+LyM3NxaFDhxRmGjT2fZaWluL48eMMJ0EkErVoueSdO3cQExODESNG1CkaVFhYiEuXLkEikYCiqAYLoiiL9+/fY968eYx3YWVlhZ07d6J9+/YwMzNr0HlTUlIQFhaGmTNnQiAQNPni+OTJk+Wy354/fy4nZkuLUasSGRkZGD58OLhcLiiKarCAbkVFBWbPng1XV1dcv34df/75J86fP8/YZ8OGDWSh28/PD2vXrlV4rlWrVuHo0aMICgqCtrY2WCwWNm/ejMjISAQGBrY62qj/Iui5Mzk5mQgXcjgcxoKtn58fXF1dceHCBYVBm/Hjx+OTTz5hbHvx4gUiIyMbbcslJyfj9u3byM3NhUgkwtixYzFs2DB88803DTrf9OnT0atXL1y5cgWlpaU1Bsw/zulNj5s3byI7O1th2b0qQSci0Fn/1REaGoq1a9cqLRSmSvB4PIwaNYoIhG3atEmukrpLly5o3749Tp48Sb6/tWvXIjQ0tNZzS6VSrFixAl27dsX27dsZ4sk0CgoKSHDZ3Nyc2N7V4eXlBTMzMxw8eJARjDYwMMCuXbvkBMeBKrHTL7/8krHN2toaFEXhs88+w8OHD1tkDqDb5ebmprSm1atXr7B48WLMmDFDjnKiJgiFQly4cAFSqRQ7d+5k/Obn54c1a9bUu+3V4eTkRHx0kUgkNw63BkgkEly6dAnW1tYYMmRIvcbWoqIiTJw4EYMHD8Z3332H77//nmh7dOnShcTWNDU1m6QCeOnSpRg3bhwsLCyQmpqq8vPXBtpHiYiIIFozBQUFtdqx9Hze1Db7R7SCYDRFUYwsIWtra2JwqaurywWbTExM0LdvX4XnMTY2Vvq6tDiaIsdMS0sLurq6hGRdGVRUVCA5ORmOjo7Q1dWFoaEhEfhprMBaSUlJnRNlc8HGxgZ9+vRBfn4+0tPTm0RQUVdXF0ZGRmCz2eQ6soFvQ0NDwnkkEAiIaFVTo02bNuDz+UhMTGRkmQqFQsTGxsLU1FRh2bZEIkFiYqLCbNOysjK8e/euxvZzOBzSp1xdXZGWlqYULULbtm1hbm4OOzs7pYPfrTV7RbZdGhoasLW1bdLr0eXQbdq0QUlJCe7fvw8LCwv4+vrCzs4OGhoa6NixI9LS0lSmIq4KCAQCxMTEQE1NDSKRCBUVFSgpKcG9e/cAVJX/t2/fvlYjo7i4GAUFBUhJSam1XNfV1RXe3t4AqoRcmgOttX9+RNUYmJycrHTJV30gkUia3XCtC+/fv0dlZaVS1QZCoVAp8WVlUVlZiZycHCKe3K5dO8LTmZKSgoSEBNy7d4/h5Do6OkIikUBXV5eI49Jzp7LZP0KhEBKJhPA9NhZt27YlJc/0fA5UZYzRIlXVnfLS0lKVC9ZKJBLk5+czbAyBQIAHDx40+txSqRTh4eHQ1dVFnz598ODBAzlBoLS0NCQmJsLR0bHWBf7o6GgUFhYiKiqK2BlsNhv6+vofx8VmgpaWFmxtbQklgWzFlOzcWV5ertBOYbFYMDU1hYaGBszMzBQGj9q3by/n47BYrEbRYdFzZ3l5OSOp5dGjR0RArG3btnB2dkZiYmKdYwJta1hbW6NPnz5ITExskC7Oxzlddejbty9evXqF/Px8FBYWNjmlQHp6OrH9LC0tia+Rm5uLu3fvNur8b9++ZSwyisViRsZvdnY2YmJi4ODgAIlEgnfv3iEvL49B09m2bVtil8iirKwMampqpJqmPrGDFy9eoKysDFFRUQgPD6/1Pnk8HkxNTRUu0FhZWcHCwkLOXqLFh8ViMaKjo1FUVAQejwcHBwd4eHjIjQu5ubmIiorCw4cPiY5Vc0NDQwNGRkZKVY9SFIW3b9+Cw+Hg7t27aNeuHdzd3WFvb0+eV3FxsVx2d3FxMQoLC5GSkoKSkhKy0EH7x4rmTX19fVhbWyMpKUlpWiQulwsjIyPweDwIhcIa9UBaCvR4mZmZCalUipycHOjo6CgdOBaJRHj8+DH09PQQHR2Nx48f48GDB3B0dISOjo7C2Joq4ejoSPzG5kZlZSWSk5MRGRmp0LZjs9lwdHQk/djAwABSqRRpaWkqT7wsKysjfZLH45FKQ2Xxb5w3W9eXhirjiOaKtLe3x6RJk5rkOo6Ojrh37x5DvIOGh4cHvL29GzQQ3b59GxEREZg3bx6uXr2KOXPm/OsyVlgsFkaOHImMjAzs379f5aUsAwYMQLt27cDlcnHs2DEsWrSI8QwnTJhAyPnj4uLg4+PTLKVJ69evh6enJ7y8vBjqqGlpafDz80P37t0xePBghcf27NkT5ubmcobJixcvMHjw4BqDGnp6enj06BF8fHzw5MkTLFiwAIcPH66zrZs3b0avXr2wb98+pY3S1jq4NXe72rdvjyFDhoDD4SAhIQEAcPjwYZw+fRrXrl1Dz549cf/+ffz888+McuuWxqtXr+Dt7U1K9xoy7ty7dw+RkZEtIipRF1pr//yIj2hOJCcnY9euXRgxYgRcXV1x5coVcDgcUBSFr7/+GmfPnlWKM/HNmzfw8fFRml9R1Znov//+O5kvZW2tgoIC7Nu3T+H1mqJstqysDAcPHmwwj299sHLlSqxYsYKxbcGCBbh27Zqc+JcipKenw8/PjzEWSqXSf52N2Vrh4eGBy5cvk7Jw2aqIe/fu4cWLF0rNnTo6OjVmBKpCd6Q6lJk7N27ciEWLFqFnz55y1AHV8fr1a3h7e+Obb77BqlWrmrRdH6E8HB0dYWdnh1OnTuHVq1fNdt1vv/0Wc+bMqbNKSBlIpVIEBgYyArXV7dl//vkHhw4dwr1791BYWIghQ4ZAIBBAIpFg3LhxGDx4MM6dO9fotigCPW/W9Z2bm5tj7ty5ChfoORyOwsWlvLw8DB06lHwXlZWVsLCwQEhICExNTeX2P378OL788ssWHf/Pnz+P4OBgnDlzhixs1QSJRII5c+YAqFpg2LFjBw4fPow7d+7Azc0Nc+fOxc2bN0kMiMb9+/fx7NkzuWduYGBQ47w5YsQI/PPPPxgzZozSFAvx8fFEGJPuc/VJcmxqyI6XOTk52L17N/r374+ePXvW6zw3btxAjx49IBQKYWZmhmvXrjWY+/zfAi0tLZw+fRr29vYAqijWmmpB79mzZ2Qhy8rKCjNmzKhXIs+/cd5sdcFoWT6g3NxcQrvB5XLRtWtXpflJu3TpAn9/f4SHhyMkJIR0KhaLhSlTpsDT0xM6OjqMrFEdHR14e3vDxsamwVQKtCL2kydPEBsbi4qKCowZM4bwPEZGRiI4OBgTJ06Evr4+9u7dq7DDe3l5ya1S3b17t8XECWg8fPgQGzZswPTp00n2kJWVFWxsbBp9bhMTE7i4uMDMzIw8/+or4kBVX9DQ0MDRo0cRHh5OJig2m41p06aBzWbjwIEDjXZc+Xw+5syZQxYsOnXqBFNTUyxfvhyPHj0i3OXq6uro2rUrrK2tazRQOBwOeV40R9mLFy8QExODsrIy9OvXjzghSUlJhEuJoihs27aNZAnExsbW2mY3NzcMGzYMABAVFaU0T/C/GSKRCM+ePSPfWbt27Yigl6mpKZydnXHy5Em8f/8ec+bMgYODA7hcLulfIpEIYrEYZWVl2L9/Pylram3CPRRFkcASm83GzJkzIZVKcejQITKuPn36VGH2voODAyZMmAAjIyMMHDiQ8dv58+fl+t2pU6eQlpaGuXPnwtzcHN7e3iRz7yP+O2CxWOjcuTOsrKz+lQZSTWjfvj2srKxqtRMoikJUVJTKOX0pioJYLCbZEbRYE0VREAqFZAzo3Lkz/P39ceLECRQUFGDz5s3w9vYm37dUKoVAIGgRjkmgSpk8KysLc+bMYWRV0ervsvfYlKCvJ/uO9PX1SXCFoigcOXKkwVzbQNWcvn79erBYLGhoaGDOnDnQ19cHUGXP0Nvp53DmzBmEhYWhvLycMacXFhZiz5496NChAwnk5+bmYu/eva1yAfHfAi6Xi9mzZ8PT0xN8Ph8sFgtisRhPnz4l31tGRobS74DFYtU4dmRlZclVQlIUhV69euHly5eNWjQxNjaGt7c3EhISCA1XdHQ01q9fD6BqIUiZwBZta4hEIrBYLHTp0gWmpqZ4+fJlq9C2+S/i559/Jn9HRUWR92tubk70jFQFNTU1LFy4kLzr7t271yoaWF/UFQQSi8UoKSnBzp07IRAIUF5eTtpSl8D7hQsX5MZyOulEGcja2bUhLS0NmzdvVjh/+fv7K9QXAuTFfEtLS7F9+3Yy7kyYMAEGBgbYu3cvbt++3WLzNw2JRIKKigqlfE02m42JEycSH71Xr17o06cPTExMwGazyX/VIZVKydjq5OSEcePGAagKIJqYmCAxMRHnzp1jUNTExMTgjz/+QFJSktL3ouy7bQ2g7cAbN27g1q1bAKB0lTj9zoCq/rVjxw6F2dXVFwUairZt22Ly5Mlwd3eHQCDAnj17mqSqXhnY2tqCy+WiS5cuDIFxdXV1WFhYMLY1VTBaIpGQ/vzRbqtCqwtGyyI/P598ZBoaGnBxcYGamppSQh7u7u5Yt24dhg8fThRCgSojcM6cOfD29ibiXvSKhJ6eHvr169dox1EoFOL+/fuIjY0Fm83GlClTMGrUKEilUuzatQvBwcGYNWsW7O3tcfjwYYUdvm/fvsS4oEUT1q5d2+LB6Lt37+LBgwckc/zWrVvw8fGBra1to54bm82Gubk5+vfvL7edx+MRx5R23IRCIYKCgsjqEpvNhrq6OhYtWgQul4sTJ05AJBKRAbsh0NLSwtdff81QdQaA1atXY/fu3bhy5Qoh5O/Tp0+dCyUlJSUkkCkWi7Fnzx5kZWWBxWLB398fn332GdhsNm7evIljx46RiXHTpk1Kt9nd3R0//fQTjh49SniR/sugAy73798npTZ6enowNDQEm82GhYUF/Pz88OeffyI6Ohq9e/eGvr4+pFIp9uzZw+CnpyhKjqusNYLNZkNDQwNLliyBSCTCkSNHSDBakXHB5XLB5/Ph5+fH+P5oA/Dt27dywehDhw4hNDQU48ePh4WFBaysrJCRkfExGP0fAj02e3p6MmgW/s2gBXTat28PFxcXEgCmwWKxyBxFURSePXvWZFoPYrEYIpGIXK86PDw88PPPPyM6OhpXr17F999/jyVLlqBPnz7k+JYMHB04cAD379/H+PHjweVyibCMrB3REgscHA4HZmZmWLt2LfT09CCRSPD48eNGBaPfvHmD1atXA6iaf4YNG8YQ2QKq3odYLAaHw8HRo0eJEJO7uzuxBd++fYsTJ07A29ubbIuNjcXhw4c/OjX1BB34oLnca4OamhoWL15MRESlUikRVVO1U52SkkL6Gr0Y4+3tDR8fHyQlJaGsrKzB362pqSkGDRqE0tJSFBQUQCwW4/nz53j+/HmDzieRSCCRSODh4YGMjAxERUV9DEa3EFatWkXmH9mx3d3dXeXBaHV1dXz66aeExlIsFpN5sLnGIbFYjC1btij8TdECI42TJ0/i5MmTKmsHHT+oHoxNTk7GunXrFAru6evrK20zFRUV4aeffiL/dnV1haOjI/73v/+1Ct0mus8pE5dhs9n45JNPwOPxcOLECQwePBjffvstgP+3reoaP9q1a4d169Yxtj1//lyuQuPp06d4+vRp/W7mA0RwcDCJC9GLnLRIoTIoLi5mLGQ1Bezs7LBu3TqwWCwUFxdj06ZN4PF4mDx5cpPYeLUlMTg5OaFDhw6YO3cuTExMahQhp+NuTdEuDodDFqObmwqG/s5o/6G1zNetOhgti8rKSpw4cQIODg4YMGBAnR34woULePnypVypklQqxeLFiwlv4qxZs5qMpN7BwQFz5szBmzdvsGXLFpw5c6ZB3Jfx8fGYP39+vVb4mhJisRiBgYEkO6Rbt26YMWMGLly40CD+WA0NDYwZM0YhP/ewYcMQGhqKFStWIDk5GQcOHMDTp0/h6+vLWAWdNm0aFi9ejA4dOoDFYuHOnTvEYZg7dy5ev37dqHuuCYMGDYKdnZ1SfFmy4HA4GDlyJClFrqiowMGDBzFq1KgmaKVyaK08RI1pV2hoKOLi4giPHFBFpRMVFYUxY8aoqomtCrNnz0ZgYCDatWuHqKioWvfV0tLCgQMHiJMtizt37uCbb75BYmKiwmMzMzPh7++PCRMmYOXKlSpp+0d8OJgxYwYCAwPx+PHjOsu6/y148+YNbt++jXPnzinMBGvTpg3279/fJOIv1fHDDz9AIBDg4MGDtZaSbtq0CbNmzcKMGTNw8uRJhIWFAQDKy8tbnN4hPT0dQ4YMwaRJk/D5558jODgYKSkpLVrRs3HjRvj5+TXZOywtLcWECRNISfvbt29RWFiIUaNGISAgAD/88EONx1paWuLatWv/KlHilsKkSZOwZMkSLFy4sE6BSoFAgOnTp8PHxwdbtmzB48ePER0drXL+8uqg7Z69e/di7dq1+Pnnn+Hh4YGLFy82yIm0tbXFgAEDMGrUKKSmpmLatGmNCqbv378fd+/exa5duxRSHn5E82Lw4MFYt24dvvrqq0bzNtcHv/76KxFmbS4Nkdrw5MkTeHt7N7nPzOFwEBQUBBaLhfnz5zMC8Z07d8bff/+NLVu2kEpXGhs3bsTu3buRlZVV72t+8cUX0NDQYPg0LYnhw4dj1apVcHZ2VlrorV27drhz5w4jIJ+dnY3Lly/XmdASGhoKHx8fxjZZ2sx/M+ryhT08PPDXX39h06ZNOH36dDO2rHY8e/YMPj4+JGaUkZFRY2WAKlBXvEAsFuPMmTOwsbHB0KFDFe5z//59udiBqto1e/ZsssBUVFSEx48fN1tQuKioCGfPnsWJEyegq6vbIkKzitDiwejaPi7Z3yiKQnZ2NjQ1NZGRkQEDAwNGOj1QxZfl4eEBoEpgqCahnfj4eGhqaqJDhw7k3Lm5uaSsSVGbqrdFmeAYn88Hn89HRUUFMjMzERERAS0tLXTv3h16enq1HpuZmUnaHxsbi7CwsFaR+WJhYQFLS0vEx8eTj1RXVxdWVlawtLRkZAdLJBLExsaSshd9fX2FDh6Hw4G5uTmEQiG5ZzU1NXTs2BGmpqYwMTEhz4zL5SI7O5vsp6GhgQ4dOsDa2hosFgtxcXHg8/lwd3cHm82GQCCQ6yeNgUQiQU5ODoRCISwtLWFlZaU015Jsv2GxWAzxTKlUivT0dKSnp6O0tBSWlpYoKChAeXm5Uufm8Xjo2LEjzMzMkJGRAYFAoHQ/VXUQuq7zqbpd9H6y+wsEAuTl5SE9PV3O4KNLUZtKgJPNZqNDhw7kW0hJSWkRocPY2FjExcXJTXI6OjqENkhbWxuenp7Q1taWE0AJDw8ngStFEAqFePbsGTw9PRvVzob2v4KCAqSnp8tVLnxE84Ae96uXmys7pzcnGjuns9lsmJiYoLy8HBYWFkhMTFToNBUUFNSrQkjZsbKwsBCVlZXo0KEDCWIGBwcjKSmJwa3s4OCATp06ISYmBkDVPOPi4gI2mw0Oh4Ps7GxkZ2cr3b6mhJOTE7GDSktLyfzX0qKwzs7O6Ny5c6PPY21tTWyD4uJikhghkUjw4sULuf0jIyNhYmKCiIiIWuclFouF9+/fE3v17du3TcKl/W+HhYUFPD090b17d4j/j72rDozi+rpnVuMeokQJJCGBCBEcgru7F21pKdJSoy1tgba0pYIUd6dIkQZP8CDBEiREiLu77O58f+Sb99vJ7ia7m90ktJx/CKNvZ968e999954jEsm1lQD7PVZWViI9PR1paWlKCfZparxLS0vDvXv3kJSUBHNzc0L9Q1EULC0t66ULkvYjraysYGtri8rKSo20Kz09HTk5OSgrK4O5uTlsbW1RWFiIkpKSFpnY8G+Hubk56dMFBQXEDjQGdfuwkZERTE1NWRl9iYmJ9fqKTY2ioiKNCe0qgo2NDRwdHREYGIjy8nLW3M7T0xMBAQHkXcTExODZs2dk8TcxMbHeQLmZmRlcXFwQHx8vYwuakgtcWVAUhdjYWKSmpta7kEzTNF68eEGyydPT05GRkQFPT09UV1cjLS2twaBcYWGh1vqanp4ePDw8kJGRgfT0dK3cQxqamAszfjgTJwkMDJTLL64KhEIhPD09kZeX16iKMAbFxcVKfY/y5vLaAE3TyM7OJoLcjo6OJB5TWFiI2NhYxMbGysQONNUuW1tbQsuakJCAkydPQiwWK2XPGwuRSISMjAytCtyqg2YPRtf3YuXtS0xMxM6dOzFy5Eh4e3uzjv3++++JU75jxw689957Cq/t6uqKq1evQl9fHxKJBKdPn2Y5ePW1pTGdkSHV5/F4CjMOgdoSVkaorjFUE5rGtGnT8NVXXyEkJIRlELhcrkxWb2lpKYKDg4nxHDx4MFkskIdLly4RURd7e3vcv3+fZAD9/PPPiIuLQ7du3VhBABcXF1y5cgV//vknunbtCgDw8/PD9evXVc5WVgZlZWU4ePAgSktLMXv2bKVKkxgou1pH0zTeeecd/PPPP0qXGbVq1Qrnzp1DRkYGdu7cqbAfq9MuVdHQ9TTdLmknkEFycjKhOpGH8vJyHDx4EDweDzNnzlTqPspCR0cH+/fvh4eHBwBgyZIl2LRpk0bvUR927dqFvXv3AgChIpKGn58fzp8/T/oun8/H+fPnMXLkSNbzaqoAh7r9Lzw8HNeuXcOXX36p4Ra9hTJ4/Pgxdu/eLdNPVLXpTYHG2nRdXV1MmjSJ+Avjx48nmWCabpe8/bdu3UJCQgLu3btHMkrCw8NZE1qKorB69WrMnz8fAQEBjW6btvHTTz9h0KBBAGpLanft2vWvCqq+//77WLJkCQDg6tWrGDx4cIMT7cuXLyM8PFyhv5eeno4BAwawKhFakn/4poHD4eDPP//E48eP0b17d7mVAu+++y4++ugjALWl9/LGPEXQ5HgnEokwe/ZsAP+zzXw+H7Nnz643+HDjxg08fvwYQG1gev78+Vi5ciUOHz6s0X5jaWmJmTNn4urVq81OJ/hfBjMX1pQdqNuHg4ODERgYqNLc59+IadOm4bvvvgOPx2PN04RCIfbu3Qtvb29wOBx88MEHmDFjBoKDg5Wu0O3fvz/27NmDiRMn4uTJk9r6CRrB2bNnERoaCqBhWyQWizFv3jxWn9LR0cGNGzeILlJzol27dggPD8cPP/zAokbRFjQxFw4MDESXLl1YtBONBVOBdfjwYSxatKjR11MW8uby2kRkZCSWLVuGdevWYeHChQBqtaBGjhyJwYMHw8fHR277NImcnBzs2rULNTU1Stnzfyu0HowuLS3F/fv3IZFIwOFw4O/vTygy1IUiXiHpldrg4GB899132Lt3LzEAXbp0ISn5rVq1gq6uLrhcLuHXaYqJEJfLVSpIKq89ffv2RdeuXbF58+Zmy25i2i/9UV6+fFku6X91dTWys7PJ73j58qXccm6BQICsrCzExsaSLK/c3FysXr2aVQpdUFCAkpISVnAtOzsb33//PRGaAzTDWTZmzBh07dqV9FWaphEdHY3U1FTyW1VRP1UWzLPicrlwd3eHubk5AgICkJSUhP3799d7Lp/PJ+KI6qCxA622VjPVuaa5uTl69eqFFy9eyM1gMjQ0xPvvv89SIc7Pz8eqVavQo0cPIhilLvh8PlJSUrBr164mzxhpaCxLTEzEt99+y3qucXFxaq+U3rt3D19++SX8/f0RFBSEBw8eNEmZPU3TLYbv6r8EKysrLFiwAFwu918VPGwIHA4Hz549w9GjR1kUUepA1bFSIpGgrKwM69atI9nE8qgFeDweLCws8MUXX5DqB6B2PPzyyy8RHh5OhHebGwy36f3795GSktJsfcnY2Biff/45eR/Szw2otT+zZ89G3759AQDXr18nOiS2traYN28e+S2bN2+GQCDAnDlz0LNnT+LrKcsL6OXlhQkTJgCoze7buHEjHj58iBUrVmDq1Kng8/moqalhZcO/hXq4efMm4fHOysqCSCRC7969ZXRLevfuzXqPzUEhExISgt69e2PLli0yGXtBQUFwcnJSeO69e/fItxUdHY0VK1bg4cOHGl/AYLgw32ZENx+ePHlCuHOLiopQWVmJtLQ0XLlyBT4+Po2i9zExMYGvry8cHBy0Mvd501DfXJ7H45HsxosXLyIsLEwpKgkDAwMsXLgQwcHBZD7X0uHr64uRI0di3759SmVt1x13GK0IecjPz8fjx4+RlpamVFsmTpwILy8vALWBRlUD+RkZGVi1ahVu3bpFtiUlJeGrr75CYmIiMjIyEBAQ0CQ0bPIgb2xl+sjDhw9RWVmJx48f4+7du9DR0cHChQtJkP/EiRN4+PChUvcpKCjAjz/+qFXdKXNzc4SEhJA5enPYDYbKlaGYfe+99+Dm5oavvvpKKS0JVWFgYAB/f384OzuTbUzCmDY4quuiY8eO0NXVhZ2dHa5fv04WkVoCtB6MLisrw927dyESicDhcNCuXbtGB6OB/4lrMcFkxjmnKApCoRC+vr7w8fHBzZs3ERcXB6FQiC5dusiQ3DcVVCH5l3euUChE3759sWjRIpw4caLZgtEikQgVFRWsieP169dx/fr1Bs+Ni4tTmA1+8+ZN1jVLSkrw66+/yj1Wmvy9pKQEa9euVeUn1AsOhwOBQIBRo0ZhypQpAP5HZP/8+fNGByFUgZubG7y8vDB79mzcuXOHCBrRNN3sXJ/y0FImIYwAlZWVFcrKypCfny/zvAwNDbF48WKYmZmhsrISYrEYRUVF+OWXX1BSUoI+ffqQ7HKmLB6o5a5nDBSPxwOPx2NtA/6nyJyUlIQ1a9a0uIBpUlISvv/++0Zfh6IoCAQCQgdy+vRp+Pj44NGjR83K+foW2kWrVq3wySef4P79+wgLC2vu5mgdHA6HiARGR0erJPbCqGbXDdKoOlZyuVyIRCJs2bKFtc3a2lrmWkZGRli6dCmx1UBt+elHH30EPT09XL16FdXV1S1iIaGyshJ37txpVntmYGCAWbNmkYVvgUAAiUTCatOYMWOILeDxeCQYbW1tjU8//RRCoRCVlZX4559/oK+vj88++0wtYZp27dph6dKlEAgEyMjIwK5du/D06VM8ffoUfn5+cHd3b3H25E2CtAB6ZGSkjKBvcHAwli5dCuB/viBTNsx8y80BJhs1NDSUxcmrq6uLTp06EcpB4H/+IWOfDx48CKFQiKqqKrx69Qrr1q3TaokuM16+zdZvekRHR8sEkDIzM5GZmQl7e3uYmJhAIBDICMXWhbwMVz09PXTq1AkURaGiogJCoZAI+P6X3rW0HagLHo8HHR0d1jz/8uXLCueydaGnp4cFCxaoLAjNjFOatKPM+NcQAgIC8MUXXyAyMhJJSUkK28DMl4D/BQGlwfQ56X6Zm5vLii0IhUKWv1N3Ljx06FCiBbRnzx6Vg9GZmZn48ccfWdtSU1PJfImhw2yuYLQiSCQSREZGIiEhgVTFGhsb47333oOLiwuA2vhL3WA0s+BR950VFhbil19+0WqbTUxMEBAQgKysLKSmpjbrQubFixcRERGBSZMmoU2bNvjiiy9w9uxZPH78WKNzWX19fXTr1k3h2KGrqws+n0/impqGt7c3XF1dMWDAAOjp6ZH5m7zvsamh9WC0mZkZZs2axfq/JhAWFoYnT55g3LhxuHr1KlFktbGxwdGjR1mczK1bt8bhw4e1SpjeEAwMDDBt2jR06dJF5XM9PT2xd+9e2Nvba6FlqmH37t0IDQ1FfHy8xq5pZmaGo0eP4sGDB/j0008bPH78+PHkuPj4eEyaNEljRrhHjx74/fff0bp1a7ItISEBly5dQlFRUZNznlZXV+PIkSOwtLQkE6f8/HyMHz+ecEa+xf8gEAgwduxYsuA1fvx4pKenY/z48XK5SM+dO4cvv/ySVe7+119/4c6dO0hISICTkxMOHToEXV1diMVivPPOO6Tkdfbs2Zg7dy6mTZvGEgGorKzExIkTWYrm/0bY2NjgyJEj5Fk7Ozu3yEWSt3iLxqBXr15wd3eXK1hYH2iaxtmzZxETE4MxY8Y0SjW7W7du8Pf3Z20LCQmBp6enwmy306dPE9V5BwcHHD58GBMmTEDXrl0xd+5cGY74/yqys7PRv39/4oxv2LABzs7OmDBhAkpLS8lxLi4uMkJU0hAIBNi/fz/h51YHly5dQlBQEH7++WdWgBEAli5dCh0dHVab3kJ5UBSFDRs2EK7GvXv3yky4d+zYgbNnzwIAOnTogN27d5PA6vHjx5stCWTHjh345JNP8PXXX7OyqjgcDgk2MCgrK8OECRPg5OSEDRs2YMWKFZgyZQrGjRsHb29v/PLLL/j000+1lhUVGBiIdu3a4cSJEy1CzO4tahEaGoq2bdvi8OHDiI2NxZ07dxQem52djZMnT7ICgwKBAOvXrwdQG1Q5cuQIUlJS8N577yE1NVXr7W8pcHV1xcGDB1lzRAYLFizA/Pnz4erqqta18/PzMXjwYAwfPlzphBGGasjExASTJ0/W+Fy4ITAxnXXr1mHOnDmYMGGCXNG36dOn48MPPwRQq2czbdo01iJGVlYWtm/fzgrCSQfIDA0NcfToUVagvu5c+PPPPyfB5JY29jSXXkp9WL16NXx9fTFu3LgGhSM1jZs3byIoKIiIAI8bNw4GBgZN2ob60KNHD3h7e+PYsWNNIha6cOFCzJ49G2ZmZsjKysKZM2e0er9JkyahV69eAGp56KdMmdKsAWmtB6P5fD5LqE1TKC4uRk1NDZKTkxEXF4eoqCgAtUb0xo0bMDIyAk3TKCgogFAohJeXFwwNDUHTNJ4+fcqii5BIJCgpKdF4G6UhEAjg5+cHJycnQvnw9OnTelc/KIpCx44dERAQAG9vb6SmpuLJkyfNqqIrLZzTGJibm5PJlqmpKXx8fOQGC62treHm5sbaFhQUhA4dOgCoNcTMKjTzvHx9fVUe9Hk8Hvz8/NC5c2d4e3sjJiaG9KmsrCzStqY2JjRNIy8vD+bm5vD29sarV69QVFTUIrLaWhpMTU1hbm4Oa2trouxuZWUFExMTmUBQVVUV7ty5g7t375L3zCA/P584MszYoa+vD5FIxFoRb9WqFby8vGSCVDRNy3DDcblc+Pn5oby8XCOiMqrCycmJOM9FRUVyS/xVgaenJ7y8vNCxY0cyrkZHRyMxMRGvX7+Grq6uxhYe3+K/B319faVKitPS0pCQkIAOHTrIiAJnZmZqxLkyNjaGpaWlWucWFBSguLgYrVu3RkVFhdoOv5GRkUxFmZmZGfT19ZGeno6ysjLk5ubCw8ODtDU/P5+MbUw1k4WFBUxNTZsls0coFMLPz49kmYtEIqSlpTWrLWP8mejoaDKJv3PnDtLS0vDkyROWgHBxcTFu3LiB169fy70WRVHQ19cnfqk0iouL4ejoiNzcXBJMNjMzQ/v27QEANTU1ePjwIYqKihAVFYWIiAji4zJISkqSe189PT34+voqrLqjaRqPHj0Cl8tVKMwYFxenlCCfIujo6MDPz09uED41NVXhM2tqODs7E99RnvB0dnY28fXEYjGuX78ONzc3WFlZIS8vr8kn7NXV1cjIyMCrV68QFRWF7OxsGW7Ve/fuwdjYGB06dABFURCLxYiJiUF+fj6uX7+Odu3aoUOHDujWrRs8PDzg7e2N4OBg5Ofn4+HDh42mfGH6l/S3IpFIYGZmBj6f32IEU//rKCwsREZGBmJiYlBdXQ0HBweFx4rFYuTk5MjMT5mgs56eHm7evIm0tLRG+5JvGnR0dNC+fXvo6elBIpHgyZMnePToEWiahrW1NaGJYODi4oIuXbrg0aNHpFJJERghVTs7O9y4cUOpuTZN0ygtLa2X7kIROBwO/Pz85C60M3NhZee8zs7OEIvFChdiLS0t4eXlhSdPnpB4i6OjI9q0aQN9fX2UlpYSUbm6aNOmDVxcXFBVVcUag+vOhTUhtqctNHXsgKFAY75ZeeOwg4MDPDw8GpUooS5KSkqIfyoUCpGcnAxLS0u1fW1Nw8jISG02A3mwsrKCjY2Nwn5QUVGBoqIiuLi4gMPhwNHRkVBRZmRkqFV9wuVyYWNjAw6HA4qioKOjQ/ZJP+uWsFDS7AKGjUFFRQWOHj3KUibPysrCiBEjyP8lEgkrmCmRSLB48WJW6QeXy8WsWbNULo1RBfr6+pg4cSL09PQAAJ988gkuXLhQ70SMy+Vi06ZNRCxi586dWLNmzb8iENmlSxecOHGCfACKPvjBgwdj69atrG2KPhoul4uNGzciKChI5QHEwMAABw8ehLOzMyiKwg8//IB9+/YBANq3b48xY8aodD1t4YcffsDevXv/FX1A0wgKCkJAQIBSg2peXh5Gjx7dZJnL+vr62L9/P2JiYjB8+PAmuac05s6di08++QRArfBZ//79G9WHVq1aheHDh5PvjKZpLF++HBcvXgRN0wgODsaAAQM00va3+O/BxcVFRhBXHn7//Xfs27cPly9fRvfu3cl2sViM3bt3N4kiekMwMTHBlClTEBkZqVFakxs3buDmzZsAgKioKJw4cQJHjx5tMbaqLiwtLXHq1CmYm5uDpmkcPXoUJ0+ebLbqEZqmER4ejufPn7Pa8Nlnn4GiKJnxMSkpCYMGDVLYXrFYjDNnzsid9NE0jenTp+Off/4hGeldunTByZMnQVEUsrOz4e/vTwLCK1eulNsGeXB0dERoaCjxLeuiqqoKXbt2ha6uLi5duiR34vn+++9j8+bNDd5LEWxsbHDmzBmZBSGgVnxamYq3lobnz5+jX79++OGHH0hGX1MjPz8f+/fvJwHjBQsWyD2uV69euHjxIisQFBERgZCQEGzfvh0zZ87EkSNHQFEUKIrCihUr8M4778Df319uEogqEIlEMu3S09PD7du3YWBggH379v2rK8TeJKSkpGDIkCFYvHgxfvrpJ4XH3bt3Dz/88IPCZKny8nJMmzbtP/9exWIx3nvvPRYve1289957mDZtGgIDA5XiVAZqqT2uXr2q1PhP0zQRylXVp9fT08PevXvRtm1bmX3MWKFJiMViLFy4EHfv3oVEIsE777yDL774AhwOp95FqyVLlmDChAkIDAxkVbECTSe0/qahrKwMkydPJv9vyd9qVVUVjh07RmItzR0Y1TQoisKgQYPQunVrhb9t27ZtOHjwICIiIuDp6Ynp06cDqH0227ZtQ0FBgcr3NTAwwKRJk0gQuiU/1zcmGK0oci9PxKqhwYkhC697HU22S3r/48ePUVhYiNevX5OJwPPnz2FmZoalS5cS7q0///yT0F/06dMHQ4cOhZOTE3Ewm0pkUZvQ1dXF0qVLoauri+XLlwOo/WAYtXIGJiYmWLZsGQIDA1Uqea1bIsvj8bBs2TLcu3cPGzdurPc9c7lcElyTSCTgcrno0qUL7OzsVPmJWkVDXG+NvXZLGKzqtkPZdlEUpdIihCaeI4/Hw5IlS3D//n1s2LBB4TUrKyvxww8/qGVQ6mL+/PkwMTHBr7/+qnTmp/R3oYmVXnml6NLjU0t2fN6iccjIyMAnn3wCb29v9O3bF/fu3SOldqqA+a6zsrLw6NEjTJ06FX5+fgBqA391bQKDefPmwd3dHQBIJuDGjRvx999/k2M4HA569+4tk6UE1GYr379/v8F2tWrVCj4+PrCxsVH6N+Xk5OCzzz4jvJzx8fEwMTEBRVFwdXUFj8fD3bt31XpeitoK1GZd9OvXDxkZGbhw4QKA2qyh/v37Ky1a0xTgcrnIyMjAs2fPkJOT02zjREZGBp48eYKMjAyZNtQnjKpofI+Li0NsbCyKi4sVnsvhcODp6QkjIyPcuXMHz58/x/LlyzFp0iS0b98eK1euxI0bN7B//36VxVnrowaR5mLkcrlyj2us3c/Pz8eXX36JkJAQjB49Gps3bybVQS2FDoamaWzevBmRkZFYvHgxevXqhZ9++gkbN26UCXAwkEgkOH36NNLS0hAVFUU4mpvCTwoMDASfz0e7du1w/vz5epNXXr16hY8++gijR48mmd9M+yUSCcrLy/HLL7+wsgrLyso0VhFat11MENPMzAz9+/dn9eXc3NwWNSb91yCRSBAeHo7ly5ezOGWl4ejoiLVr10IikaCmpga//fYbMjMzAQAjR45EQEAAfv31V+Tm5qrdjuDgYIwbNw5Ard389ddf3yiat8uXL+Ps2bNITEysdy7B4XCgq6uLTz/9FBERETLJVYqgyvxElWOdnZ3x3nvvEU5oKyurJhGkvHr1KiorK/H69WvSXkb0tCGcOHECz549Q25u7hsfA2kM1BG+rg/79u3DlStXmrXankFzCNK7ubkRqi6BQAALCws8f/4c27dvB1Cbsd2vXz9SOfD06VMyDioLR0dHuLu7w9TUlDX3FolEWL9+PVnIYnQpmHfMvGc+n4/u3bsjJSUFjx49Unifqqoq3L59GxYWFvD29oaPjw9at27N0slQBFtbW6xduxahoaE4f/68Sr9PU9BoMLoxwSzmXOlrSP9d33UZVVsm0CtdLqYNKNsuRsgjNjYWz58/x7Vr18g+HR0dtGvXDu+//z4MDQ0hFotx+fJlsjrYrVs3LF68WKu/ozkgEAgwadIkREVFESXzVq1ayWRW6OvrY9q0aTAzM0NJSQn4fL7cZ123xLCiogLl5eXQ1dUlhm7MmDGwtrbGn3/+qXCln6ZplnNeU1MDPp8Pf3//Rgtuyuvbio5pCEKhEPr6+igvL5cRzSsrK0NNTQ0EAgFqamqIAF9D7WoKKPqu5UHTbWLKp3V0dFBZWdno6zHOJcMlOW7cODg6OmL79u2EJ7ouXzTD/c3hcGBgYIDKykqVy24YgYPx48fD1tYWGzZsaDAYzeFwoKenp5QQiSqoqKhgTWSZ30xRFPT09Fiij8qiIRvwFi0Dubm5WL9+PT7//HO88847iI2NRXl5uUx/VuZ9VldXIysrCxEREZgzZw4JHj979kyh6E/37t3JAiEjHnrs2DGyn8/nk4yAujzLQG0p59OnT8kYWbddFEWBz+ejVatWCA4OVqn/FRYWYuPGjaxtJiYmAAA7OztYW1vj1atXcp9XY8CU3OXl5SEvL49s79y5M1JSUlhCU839PWVnZyMiIkJj11NnjMjLy9NIG8RiMUpLSxEfH4979+412C4XFxfY2tri4cOHSEhIwK+//op27drBw8MDc+bMgZGREfbv36/wfsz4yly3obJvBrq6uipznquCoqIibNq0CdXV1ejXrx+OHj2K8PBwrd1PXRw/fhzPnj3D+++/j06dOsHHxwenTp0iwWiBQEBspVgsRkVFBW7evEkqEBwdHeHt7U1EhqShifkPc1+JRAInJyc4OjqiT58+qKysxK1bt1jtkkZqaip+++032NnZwdXVlRWEqKqqQm5uLrZu3Yq0tDS12qcujI2NERwczNoWExODiIgIuYEHHR0dIk7+FtrDw4cP8fjxY/Tv35+UagsEAuK32djYkPlneXk59u/fT4IwnTt3xtSpU7Fjx45GBaPd3d0xd+5cALXaPxs2bGjxwWhdXV0y/j5+/Bg7duwgcy4AxM7yeDzQNM2KRYwdOxampqbYtm1bsyZr2NnZYfHixQ1SMzALEQ2By+UqRfNw//59kgTAzKGYRfuKiop6bdnNmzeJZpI8XmGRSKSRuZ0yqKmpQU1NDaEbUxWqzG+0Pf85d+6c1q6tLBgxUG3H7eqCz+fDycmJaI4xff358+f49ddfIRQKYW1tjffff5/MN9LS0pQKRjPvjc/no3Xr1sQGMrabpmnU1NRg37599QaYgdp5v6+vL/T19QkdUN0+IRKJUFpaivv376Ndu3bw9/eHh4cHq+KBpmlW3IHxdSoqKqCjo4NZs2YhJyfn3xGMbsxHIy+4q+z13NzcMG/ePAwePBg6OjoYNWoUixNa01C2XW3atEG/fv1w69YtPH/+nLVv/fr16NOnD+Fu5HA42Lp1K/kg/618qyUlJRg2bFiDTkdWVhb69OlDHP5hw4bByclJ5jhpLh2RSISZM2eiU6dOOHToEAQCAaqrqzF58mQ8fPiwXn5upl2MI6zq6ld9UGbhQtk+tXLlSsycORMjR45klVdmZ2ejb9++GD58OD7//HOcO3dOYbaPqvfUBNT5rjUFExMThIaG4syZM6ScrTFo27Ytjh49itTUVGzbtg1AbVBg9uzZJCh75MgRVha0gYEBTpw4QXj6vvjiCxw/flyl+44dOxYrV66Evb09UlJSlDrH29sbBw4ckMuP2RgsW7YMX3/9NWtbamoqHB0dceLEiQZXceWhMTbgLZoHHA4HI0eORFpaGk6cOMEKgjT0PquqqnD48GESPF2xYgXWrl0LAPVmDn/wwQfEbsqrNJg9ezaWLFmikBPTxsYGc+fOxY0bNwjFl3S7hEIhJk6cqBUbzDyv9PR0HD9+vEmyfAYNGgQAOHjwIHx8fNC1a1et37Mp0ZxjxMuXL9G5c2d06NAB3t7erH2q2PTdu3fj1KlTDR5rZ2eHkydPwtDQkJQ5N+Tr8vl8HDhwoFHCisri2LFjuH79+hsraDZnzhwsWrQIAPD48WNMmTKF5Temp6dj27Zt6NGjhwz/tibmPwDw5MkT3Lp1C4cOHYK3tzeOHDmCuXPnYtSoUWT/5MmT5fqzP/30E7Zs2cJ6/t9++y3WrVvXYribU1JSsHXrVrkBuV9++QVDhgxphlb99yCRSDBnzhyySLVgwQKl/OOff/4Z27ZtU9oHVYSTJ0/i9u3bAGoXpVtCdmZ94HA42LJlC7p37w6hUIhZs2ZhyJAhLGFTsViMHTt2YNy4cXj9+jWmT5/OsvFlZWVvTNVgYmIi/vnnnwaP8/T0REhIiErX9vDwwOHDh2FjY6PUHP2zzz7DxIkTFV7vn3/+wdKlS1VqgzqoqanB0aNH4eTkxKKDVQWqzG/+C/Ofr7/+Gr1791b7eaoDHo+HcePGoVWrVgBq7SaTBMCMQ1999RXGjx9PjlEFFEXBxMQE48ePZyUzvnr1CuPHj0d1dTVomlaL41xen7hy5QpevnyJiooKuLm5Ye7cuTJJlDRN4/333ycL6zNnzsTy5csxZ84cREZGAgArkaWp0aQ0HfIi+szArE5ZPgOhUAihUEhWLXv37o1Xr16RAHB5eTmuXLkCXV1dSCQSuRPY1NRUsjJnbm4uIxLSEEpLS2UCmK1atYK5uTkCAwNRXFyMO3fukMBpVlYW0tLS0Lp1a6SkpODly5cAaoNWwcHBTVI20xyQSCQsMRsvLy94enrKZFKKRCJCWQLUBp0ZUTpplJeXw9nZGbm5ucjPz0dycjKEQiHhRqypqUFUVFSDjpO8djk6OrII34Hmz9TMzc1FSkqKTFYd87yio6MRGRmpMaGd5vq96qwY5+bm4vXr17C3t2dl1/B4PLi6uqpUbi8PFEXBzs4Oenp64PF4qKysZA3eDBeqWCyGs7MzdHV1kZ6eDnd3d7i7u6N9+/aEl14et2ZDMDExQdu2bREZGYknT55ALBbD0dER7dq1Yx0XHx/P+nYUiTC4u7uTgF1OTo5KwWNpLl57e3t4enrCyckJ9vb2cHd3VzlLQV1qlrdoWgQEBBDb6ObmRpwukUgEFxcX5ObmEvvKvD9zc3O5/b26uhq+vr5ISEjAkydPkJmZKXcRUEdHB507d5abMccIAqenp5M+Z2FhAS6X22AWoKIFUQ6HA1NTU1RUVODOnTusfXXFTlWFvOdV31jd2O+AoijilBYUFKCsrAwURSEgIIDY3ISEBMTFxal9D2XQsWNHeHl5NXvWY2Oep76+PvHNaJrGvXv3UFRUhNjYWJWovBhxGkagMzs7Gy9evMCVK1cQHR1d77kCgQBt2rSBiYkJJBIJevTogeTkZISHh8PNzY1kwlRVVSEtLY0V+BCLxUhISIC5uTnJ1mfg4eGB/v37K7xvZmamUkJlRUVFWk0EUQU+Pj6siSRN04iMjERZWRkuX74Md3d3tGnTBoGBgZBIJLh79y6KioqQnJyMoKAgiMVi9O/fnxUgyc/Px4MHD5S2b6r0t+rqaqSmpiI1NZVV4XDp0iXWd1Of0KS0ACODrKysJg9ESyQS3L59m+Un8Hg8dO7cGcbGxvDz88OzZ89kxuiXL1/C2tr6rd5EE0F6XiQvyzk2NhYvX74koquA5kTsW9JYoQh6enoIDg4mWbAdO3YkSVFM5TNjz5nvPC8vD4mJiYiLi8OrV68I5WNwcDCcnJyIaC2D7OxsPH78uIl/WS0kEglSU1PlZkCnpKQoFZxKT08n843k5GSlFtirq6uRlJSEtLS0eufoZmZm8Pf3h7+/P1xcXHDnzh25GdSa6I/KorCwEJmZmYiPj4elpaVc31ZRrEsbc5rGXlcoFKJz587IycnBs2fPNNgy5WBtbQ0PDw/06dMHBgYGcHV1RVZWltYWp5jnZWJiQt5ddnY24XO3sLBA//79IRQKyVza2toaHTt2RFZWFvGVbW1t5dIAMjA2NoaFhQXLdgsEAjg6OpKqzKysLNY8hLGbjF308PAgc3R9fX24uroSqtaUlBTim5SUlJB5V15eHgku6+rqsuZOVlZWsLS0REREBB48eICLFy/i6dOnSnPZaxMUreQy3TfffKPttmgExsbGmDt3Lg4cOID58+eT7XUDHfUhJCQEPXr0UOm+L168wJEjR1jbJk+ejAMHDpAVED8/P+Tn55P9bdu2xYMHD7Br1y5SEuXl5YWIiAi5YjRffPEF1qxZo1K7Wjp2796NadOmgaIoHD58mEW4L43JkyfLFVlg3uXNmzdx5coVsl2V962oXWPGjMGWLVtYjlhzoW3btpg4cSJmzZqFvXv31vubKIrCpEmT5D6vfzt0dHQwb948uYtJR44cqXd1XR7c3d3x4MED6OvrQyKRYPfu3UhOTm4wUA4Ar1+/xt69e/H777/j/fffZ/FAzZ49Gzt37lSpLQsWLMDGjRsxcOBAXLp0CQCwdOlSGSGa7777DitXrgRQm0k3e/Zs9OvXD926dQMAhIWFoW/fvvj111/x/vvvA6jNLBg2bJhK7WEwf/58bNq0CcD/vruIiAhcvHhRreupiroZ2m+hHFR1YLlcLq5evUr6kXR/Zvr81atXyco7gwEDBiAoKEjuNWmaxsmTJzF27FiF93VwcEBkZKTCTGWaprF3714kJSWRbY1xznV1dTF//nyEhYVh9OjRMvdSFV5eXrh79y7Lptf3vLSJwMBADBw4kNWGH374AV988YVW73vs2DGMHj0aFEXh0aNHOHPmjFbv1xCio6Px119/qXSOh4cH7t27Bz09PYhEIvTs2ZNQffTq1Qu9evVS6jp1+9CpU6fw5MkTQmlTH1xcXBAZGQkTExNy7PPnzxEUFISFCxfixx9/BFAbsNy5c6dcKph+/fqhS5cuMm2q797Hjh1T2XY2N06dOsWyaTRNY8CAAbhy5QooimLZzsePH6Nz586oqqqCUCjErVu34OfnJ/NMwsLC0K9fPwwcOFDhmKYuGCqNutRbihJ43gRIt93Q0BAPHjxAmzZtQNM05s2bhx07dsg957/MC6suGhvo+vzzz7F69WqZbT/88MMb1ec0CTc3N9y/f58kQkn7PDdu3MDVq1cVnpuUlITdu3eDpmkYGBjg/v37cudkf//9t4yfoU1069YNYWFh4PF4RBxNUxmR+fn52LJli1J0K8rM0fv27Yvz58+Dw+GgsLAQ/v7+cit+m6t/DhkyBAEBAc1yb3lISEjA3r17VTrH1tYWjx49wtmzZzF79mwttUwxdu7ciZkzZ7KC6gydlrbA5/Mxd+5cQlH0wQcfYMOGDQCAwYMH48yZM5g7dy527doFoLYq+ciRI5g0aRKJ882YMYPsrw91+znTV6urq9GtWzcSOJZ3zu+//44PPviAnMugoqICW7ZsIRWkf/31FyuRgTnfyckJkZGRJB5C0zRiYmIQEBCA0tJSpXxOTUCZe7wxAoaqgKIodO/eHX/++SfWr18vo5beEJiV4G7durFS3ZmPJTs7m/AX6evr44svvoC+vj7ppIaGhlixYgXhq5Q2YNLIysrChx9+iJiYGNK+1NRUfPDBB3B3d4eHhweA2gD7v620tmPHjnj33XfRuXNnkrUZEBBABGbqZn8oKpWoj4O5se1qiZmZM2bMQOfOnVnbtm7dyhKEoWkaAQEB8PPzw40bNzTKTdrSUVNTg6tXr6J169YICAgARVEoKSnBqlWrVBbNWbx4MYKDg2X4lpUtrbKwsMDQoUPh7OxM+nhUVBQ2bNhA+B/VgXTfpihZ0ca2bdti6NChAGrHJ4qi8PLlS5KBmZ6ejiFDhqC8vBwXL15E9+7d0aFDB2zevBl79+4lpZMNwdzcHF988QU6deqkEVHEt2i56NOnD8aPHw83Nze575rp8+7u7iTbIDY2FuvWrcPjx49lxu+pU6eie/fuCm2jvOtzOBySkSqdCUPTNPLz8xvN3ydvnyYctbS0NHzwwQdyeRXT09ORnZ0t42toC4mJiTh37hw6d+5MMnMHDRoEExMT/Pzzz6zqIE0gICAAs2fPhp+fH6qqqnD9+vV6MzvrQtPZRAKBAD169ECXLl3Qt29fALUZ46tWrVIqE4fph1wuF926dYOFhQUAkIoXZVD398ycOVOGz3nr1q1ISEjAihUrCEcmI7S3ZMkS9O/fH5MmTSLXo2kaFy5cQFFREbp27QqhUKiw5Pn58+ckKcLCwgJBQUENfoedOnXC5s2bAdRmhq1atQomJibw8fFhHcdwKgO12dRr1qxRWmRX06hrG2maxuLFi9G9e3esWbMGly5dwnvvvYdly5ahdevW2LBhA06fPo1z585hzZo15N2OHj2aZOq6u7tj8+bNKCoq0gjHZWJiIqm2UKQjocnJoq+vL0nSKSoqwqpVqzQmYigPdSfQX331FRnnFPlA/9XAZ3MjNDRUJjv63r17Mu9j/PjxhJbh2bNnWL9+fZO1samRnZ2NJUuWyK3oyczMREZGBrp06SI3+cXMzAxDhw4FTdPg8/l48OABqwKJESbz8fEhY2txcTFWrVqlMYFjafB4PHz66adwcXFBaGgoKIoimgeagqWlJX799VfWuJueno7vv/9eJvua6Vc8Hg+ffPIJWrduDaA2sHb58mVynLRtYoTemgsCgQCff/45CgsL8dtvvyEqKgp5eXno0aOH3ATCpoJIJMKNGzdIJcqkSZMQEBCA1atXk4WG6dOnyyxCA7VzRENDQ3Tt2pX0QwbXrl3DoUOHtN5+ZecBDaEx/qKOjg6++OIL+Pv7yyTZREZGYsGCBTJizKreS/p31jdnZu57+PBhxMfH4/PPP2fNoQQCAfr06UN8K09PT+LTRUREYPfu3QDYApY0TeOPP/7AnTt3SGVXS7K1/7pgNEPS7erqCnd3d1y5cgWpqakqDe7MBNHLywtCoRACgYB0oMrKSuTk5JDVDDMzM7i7u5OJjL6+PmxtbTFjxgxYWVkBqKXwKCwsZHUMAwMD0DQts7JSUFCAnTt3olu3bsTZtba2hq+vr1xHVVdXl1BJ1NTUtIgsXmVga2tLlJSZj8jS0hLTp0+HkZGRymUDfD4fOjo6EAqFkEgkMg42j8cjq9s0TaO4uFhu9oWjoyPmzZsHiqJkJqctgTqgd+/e6N27N/k/TdOIiIhAfHw8iouLyeBiZWUFR0dHREZGalwsqyE0lygDQ5ERHR2NiooKIjRUWVmJ/fv3s0pGmfL1mpoalJeXw8DAgOVwUhSFkSNHomfPniq3n6ZpVFVVgc/no3379iToA9SWsSmrpl0fOBwOjIyMWEEMiUSCqqoqWFpaolOnTqzj09LSSNk2RVHw9/dHVVUVHj16hI4dO8LKygrz5s1DdHQ0Xrx4wTq3rKxMbkDBwMAAM2fOZDniYrEYxcXFGhejaAnf3n8NBgYG4HA4KC4uRocOHTBv3jyFxzJ9z8zMDGZmZhAKhaiqqsLr169ZlDGMjfL390f37t1Z19DX12eJhzF9jrkWI/wRExODhIQEjfQHeddgfAixWAwdHR0IBAJCm6UOtyVj0xWBx+PJ9TW0gby8PJSUlKBDhw5kXPL19YWXlxf27t2r8WB069atMW7cOBgYGKCiogJPnjxRWnQP+F+glflbHUiLyRgYGKBDhw7EFygtLUViYiJ++umnBt+rRCJBYWEhKIqCUCiEu7u7XDElVdGrVy9WUJex6VVVVZgxYwYsLCxA0zTCw8ORnJyMPXv2gMvlkgBpUVERaJrGkydP8PTpU5SVlcHe3h5CoVDuM2NsAVDr73To0IF1HIfDgUAgQHl5OWpqamBkZARXV1e4urqS83/++WdYWFgQO8M8Y19fX/Tr1w8CgQDx8fHYtm2bXFtQUVGhccEpxqYzkzx5i8hDhw5F27ZtsW3bNsTGxuLZs2eYMmUK2rRpgzlz5iA/Px83b95EWFgYOc/T05M8azs7O8ybNw+hoaEkUNeY71V6LtEUsLe3J353VlYWfvrpJ60Go6VRU1ODw4cPN8m93kJ1PHr0SCmqti5dumDevHkoLi7GxYsX/9XB6KKionqzHzkcDjp27Cg3GG1oaMgSUJb2g4Da4FfHjh3JmEJRFDIzM7Fu3TqtBKO5XC6GDRsGU1NTHDp0qMFAlDpjm6GhISZNmgR9fX3weDyUlpYiKioKP/30k0IxRC6Xi7FjxxIbGBsbS4LRIpEIBQUFoCgKRUVFzV4xwefzMX78eKSlpeH3339HcnIysrKyEBQURILRzHNTRqhQE/OampoaVFRUIDo6mgSeu3XrhilTpmDv3r3kmQ0YMEBh5TlQm0XL2AYGJSUlWg9Gl5WVsRgDGDB+vypo6Hkrgp6eHlq1aoUpU6bA2dlZZn9CQoLceTtN06z5sVAoJHo28iASiVBSUkIEDOvTMQOA27dvIyoqCtOmTSPJLPr6+hAKhejQoQM5Tnq+b2xsjL///htALbUnRVGorKxEWVkZ/v77b5Zv05LwrwtGl5SUYM+ePfD29kafPn2wYcMGvHjxAkOHDlVpEikSiXD06FE4ODhg7NixoCiKOFP18ROtWrUKY8aMIVkVNE1j2bJlOHfuHMvAbNy4EQ4ODkq1KycnB9u3b5frKCxbtgxz5swBAFy/fh0zZsxoUasdihAeHg5fX1/WNnd3dwwaNEitQJaPjw88PT0xbtw45OTkYMyYMSzj5+PjgyNHjoDL5aKsrAzDhg1DQkKCSvdoicEwiqKwdu1azJ8/H0OGDCGD+ocffgg3NzccOXIE8fHxSinbayrgp2lRBmXbJX1MUlIStmzZgn79+snNqre0tERoaCjCwsLw0Ucf4bfffiOZcgxUzcZnwIwdjGPg7Owsd0W6MXBycsKZM2dYPNh5eXk4fPhwveNJ3bZXV1fj0KFDcHFxwYgRI/D111/jo48+Yh2zaNEinD59Wql2JSUlkWzwwMBAFX5R/WiJ396/GRRFYdOmTbC3tydZ9vUhOzsbR48ehUQiAY/Hw8SJE+Hv7y8TaLl27RpmzJgh9xqrV6/GyJEjAdTSXl24cAFAbbD28OHDJMjE8B5rC1VVVThw4AAqKyuxYMECDBgwgFQpnTp1ilBqaQryfA1twdvbGz179tRIEFUZnD9/Hr6+vti8ebPaY2Bjnwdzfu/eveHp6UkmCzRNY/ny5Th9+rRSGgsJCQno3Lkz3n33XSxfvrxRbWqovWvXrkVVVRUryPH777/jvffew5AhQ3D06FFC1VRTU8PKdDl16hRsbGwwYcIEcLncep9fWlqazCTL2dkZw4cPx9dff42rV6/in3/+aVAAl7nHs2fP8Pr1a4waNQrOzs64ffu2XH/0t99+w2+//abU81AWjE1nFlmYEty6YNq1detW/PDDD6x98+bNw4QJE1jb6vJrS+NNs0tXrlwhfrdYLJYbBHiLt2gIZWVlGD58ONE6egvVUVVVhYMHD8LNzU0pH6uxEIvF+Ouvv9CqVSulYgTqjG3FxcXYtWsXfH190aNHD8ydOxfXr19Xe+ExIiICfn5+AGoXg1WpqmouMM9N+vkpepaamAvfuXMHDx48kElENDQ0xNmzZ0kimnRSlDycPn1aZu7XFMmNK1eulKGaXLt2LaZNm4YDBw6olLzAQNXn+sknn2DhwoVq6UotWbKEUFJOnTpVhupIGjExMRg1ahQJssvTyKmL0tJSDB8+nASj165dK+OjSGPo0KGkep7L5cLQ0BCHDh3CF198IaMn0ZLwrwtGM1mvFRUVoCgKVlZWKCoqUmtgLS0tRU5ODl6+fIkOHTrA0dGRrDAAtQFOLy8v6OrqwtbWFiNHjoSPjw8sLS1x8eJFMgA/efKElYni6+uLkpISPH/+XGZlRCAQwMnJieVIi8ViFBUVwdDQEO7u7gBqhfuSk5NhamoKR0dHAIqDZy0RFRUVMkqiRkZG9Qpa1BeU1NHRga6uLsRiMXR1dTF8+HBER0cjJiYGQO2KlYODA1mt1aSQUnNnbVpaWqKqqopV9pGTkwMOh4Nr164pPZi31ImVsu2Sfg8ikQhFRUWorq6GQCDAwIEDWRMvMzMzuLq6orCwECNHjiTft6r3qQtGQCg3N5csPklnFVtZWZGAW1VVFcLCwpR21F6/fo1Tp04hJycHfD4fDg4OpMIiOTkZ6enpMhUYyqC4uBjZ2dl4+fIlbGxsZJ6DovKz8vJynDt3jrUSnJ6ejtevX6sl0PgWTQ97e3uyql5eXo6wsDCyiNeqVSs4OTnB3d0dfD6/3olnXl4eCgsLQdM0uFwu4uLiYGNjAwcHB9a34uXlhZEjRxIRIADErunq6rLGKukgUFNl7wG13zdzPxMTE9ja2pJvwsfHByNHjsTdu3c1OjGS9jWsra0V8mM3FgKBAMbGxrh58yYpyW7btq3W9AUYPyU2NhZWVlYy/k5T2E4DAwPY2dnBxsYGOjo6uHjxIulnjx8/blDokkFNTQ1SUlJw7949nD59WmOBvIyMDOjr68PJyYn4JXUDqRRFoVWrVpBIJBg2bBiio6NlBAXNzMyID2hqaqpU6StjJ6URHx+PU6dO4dGjR4iPj8e5c+dY/TE/P18h9UZ1dTWqq6shEomIjYqNjZURZtRGUIHH48He3p4EWxr6RlNTU0HTNG7cuMFKMOFwOOjZs2e9QWgrKyu4ubkhMTFRYcafMnB2dsaIESNw+/btJhHhYr7H5gCPx0OvXr3kLoSlp6fj3r17zdCqt1AW5ubm6NatG1xdXSGRSEgFsTYgTYHUWFRXVyMsLEytoBYDFxcXkolYVVWFxMREYrvqUiwpC8bPyMrKQkxMTKMF1uuDhYUFWrVqpVZllypgKiOjo6ORn5+PZ8+eNTjWSyQShIWFkaqs2NhYsq+ysrLZxit5EIlEuHz5Msv2c7lcuLq6QldXV2lfQl3Is+eVlZVkrmlpaYkuXboQakhFwsrFxcWsSmGgdu6qp6cHe3t71hhN07RW7ZO0WK/0PY2MjBpdDdcQcnJycOvWLUKlY2Zmhry8PERERLA0aOQhOTmZ6H0wfTQyMhInT55UeE5iYqLKPgP9/wLtDBpaIDAwMCDvr6ysDOfPn8fNmzdb1HckD/+6YLSmkZOTg6NHj6Jz584YM2YM1qxZQ1Yz3n33XcydOxdA7WB/4sQJALXlb++8847cVY/+/ftj8+bNGDx4MMn8koaJiQnGjRsnl1/S29ub8PElJSVhz549GvudbwIaGlxomsbly5dhY2ODw4cP45tvvsGqVauavV3NhaysLEydOhUBAQEYMmRIczdH61D0HoyMjLB9+3a5++rSnjTmPkDtwlN9fND+/v5knMjLy4OPj4/SDsyFCxfImNGuXTuynaZpXLlyRa4atTKgKAoZGRk4evQohg8fLlOxoAg5OTmYNm2aWvd8i5aBnj17Yt++fQBqbYqfnx9RZQZqA8Vjx45FVVWVjECvIojFYly4cAGOjo6YPn0663vx9fUl/Z+Bvb09JkyYgIyMDKXv0Vzo0aMHevTogTFjxtTrdKoDxtcYMGCAjC6AJiGRSPDll1/i2rVrAIDPPvtM6wLVt27dYvUrBk1hO+3s7EgmSU5ODmbPni0zEVMFp06dwunTpzFr1izCc9kY3Lt3D9HR0ViwYEGDi+RWVlbYv38/Nm7cSIRtGHh4eLCqe9R9tg8ePMCyZcvI/5nKO3Vx6tQprWaSK8KaNWuUEsr8/PPPWf8XCAS4ffs2q8S+Lnx9feHp6YmtW7fK7dfKYsCAARg8eDAGDBjA4kn9N0JXVxebNm1CmzZtZPYdP35cpkT8LVoWvLy8cPz4cXA4HK0uDnM4HKxatQo9evTQyPXy8/Ph6+urtn8M1GYbMpUc2dnZ2L59e6MWoaSRlpaGI0eOYNSoUVpLKPP29tbY86wPjM35559/EBoaqtQ5NTU1WLp0qTabpTFUVVVh0aJFrG18Ph9DhgxpETREHTp0wIkTJxq0/SkpKXIFnCdOnIhJkybBzc2NbKNpGv3798eVK1c03l5tQVnfJyoqCmPGjIFEIoGRkREiIyNJ9nJDCAsLk6G8kJ6jtwTk5ORg6tSpSlX+NTf+1cFomqbx008/4datWxrnpwNqVUCvX78us72yslLm5Zubm2PVqlXw8fEhH4q+vj5CQkJYgWcdHR2FpZXS2ywsLDBq1Cjcu3cPU6dOJdv27NkDiqJQWlqKFStWaEwltymQmpqKEydOICgoSOGKnrJoqQFidfHo0SP8888/ZMVw9erVrBJeU1NTbNq0icWxlJ2djRUrViAhIQEnTpxAt27d3qjseU1BmUWMX3/9lSVwyOFwsHz5cnh5ebGu06NHD6Snp+PatWt49uwZYmJi0LNnT7mcceq0RVXExsYSEQ1N4OHDh0hLS0NISAiio6Pxxx9/ICIiAiYmJli1ahWMjY1B0zR+++23egUh3dzcMHLkSNy4caNRbWvuqoP/AqQFNzdv3ozz589j165duHXrFvLz8yESidR6B7m5uTh16hQ6dOhAAhDZ2dkypfvFxcUt+h0/ePAAqampCAkJgY6ODmiaxocffogePXpgxYoVjc404vP5WLlyJRwcHADUPrf6KoQ0jdOnTyMpKYklrqQpBAcHY+HChcjMzNRqRpY88Pl8hISEEIoJTfWxIUOGYMKECUhLS1OZ01Ae/Pz8YGlpiY8//ljpslh5mhrSY25jsrZ9fX0xaNAgUBSF4uJirFixAm5ubvjggw9w7949pKamAoDS2fuDBw9Gq1atsHr1albWm7axZMkS9OrVC19++WWjNAwOHz6Ms2fPymwXCoWYMWMGyaB++PBhg9lUDB84ky0YHh6Ow4cPy2SO/xtRUVGBjz76CN26dcNHH33E+h4DAwOxb98+bNy4EREREc3YyrdoCEw28M8//8wKStc35+zSpQveffddALX2TZHdHDBgAKZNmwZ3d3fSP16+fInnz5+r3d7S0tJGZUUDtUGmGTNm4LPPPiPjXkv1WYYNG4bx48eztuXn5zdq0awxsLOzwzfffENEdb/77jsZ/mxV4Ofnh8WLF2PLli0k8ScoKAjvv/8+1q9f36QVFjNmzMCgQYNI1dKoUaMQGRnZpFmoXl5esLOzQ+/eveHm5qawIioyMpLYp/r8yzt37uD169cICQkBn8/XOu3r3Llz4ePjgxUrVpA+ev/+fXA4HI34V/JQVVWFTz75BCkpKTKVxD4+Pti3bx+2bdsmN77XGDg4OGDlypU4e/asTFKOsti+fTsePHiAVatWIT4+Hn/88QeA2hgQM0d/E/GvDkYDwNWrVzWyUlFSUoLs7GyWENzdu3dx9+7dBs81NjaGo6MjJkyYAFNTU9A0DR0dHZiamsLb21tGaEUZMEI8YWFhiIyMhK6uLkJCQjBlyhRwOBzk5+fj+++/VzoQpKurCyMjIxQUFDSp+rmRkRGEQiEp8y4sLISTkxNMTEygp6enFYNPURQsLCyQlZVV74oRTdMoLy9HZWUlEYlsajBtiIuLw8mTJ2FkZAR7e3uZQVpfX59kltA0jcLCQrx69Qo8Hg95eXnIz89H586dZUrh3wTw+Xzw+XwSGANq+z9DDyEWi+tdbJJIJMjLywOfz1dYehseHs7KoqIoCtOnT4e7uzvy8vJIUNTBwYGsoBYUFCAqKgq9evUibTEzMyPCpdXV1SgoKEBxcbHcKon8/PxGC3Lk5OQgKiqqUdeQRmpqKnJzc+Hv74/Y2FgcOHAAAGBjY4OxY8fCysqKVCAkJycjLy8POjo6MDIyYl3H2dkZ3t7eePHiBcrLy9Xucy3V4f83wMrKiiwuMOPJ4MGDkZeXh2PHjiE5OZkI96mDsrIyREVFwcLCggQEc3JyZOgFWjpSUlKQl5cHf39/VFZWorKyEu3atZMRPVUXXC4XQ4cOJWXAjE0vLy/X2kTA1NQU5ubmyMvLw7Nnz/Ds2TOt3MfJyQlTpkzBsWPHZIRRtQmBQABDQ0N4eHhoxDk3NTUlflpQUBAmT56M3bt3k8CsOuByudDR0YGLiwusrKxw584dJCUlqb0Qoa+vDysrq0b1ST09Pbi6umLUqFGgKAp5eXnYunUrOnbsiClTpkAoFKocGGrfvj3atWuHLVu2aDUYLRaLkZOTA6FQCGNjY/Tu3RsuLi7YvHkzS69FJBLV6xfTNI38/Hzk5eXBzMwMjx49InZQGoaGhpg7dy5Z4GdEr3V1dVmUaXWRmJhI6OM0DUNDQ+jo6CA/P79BcaSmhlgsxq1bt8Dj8ZCVlcXaJxAI0LdvX1y5ckXjIqpvoVkwAtVBQUEQCoUwMTFBdXU1srOz8euvvxJfXEdHhyRa+fj4kKSppKQkfPfddyQYbWJiAi6Xi/z8fLi7u2PKlCkAavtLRUUFUlNTG+XjVlRUgM/ns+jkKIpizS8LCwvrDXzFxMQgNjYW77zzDkxMTFBWVkYyo3V1dRvlJ2kaXl5e5FkzuHr1Km7cuNFkbWCet66uLlxdXTF58mRIJBIUFBSQ4Fl9oCgKZmZmEIvFZI5OURTMzc3J77t06RIJRltbW6Nv375NXlkXGBjI4u/t0KED0tLSkJubSwS3tQ0nJyd4enpi/PjxhBe6uLgYlZWVZOGksrISr1+/VsrPS0xMRGFhIXr27KlROlNF6Ny5M4YOHYrVq1eTYHRycrLMnFJTEAgEoGka586dIzRDhoaGaNWqFXg8HiwsLNC3b1/8888/Gr+3qakpJk2aRISSpWMayiIiIgIxMTGYO3cuoqKicODAARJjZGJ3TAwoJyfnjdCQA/4DwWhN4aeffsKGDRvUyvL75ZdfMGzYMNakaMiQIWjbtm2jP/YuXbqgS5cumDp1KqytrdUO3owaNQo///wzpk6diqtXrzaqTapg1apV6NWrF/r27UsGhosXL+L+/fuYPn262nxc9UFXVxcnT57E1atXMWnSJIUfa0VFBfbu3QtjY2MMGzZM7fs1JruTEblg+t23336LiRMnNsintmjRIpw/f56VaTVs2DB4eXlh//79EIlEMu1qqVmonTp1gr+/P4YOHUoyiFasWIH58+cDqA0WHTt2TOH5BQUF6N+/PwIDA7F582aVfuPr168xcOBAlJeXg8vl4sSJE/D398fcuXORm5uL8PBwjBkzBh07dgQAzJo1ixiEW7duYfz48fjxxx+xYcMGmWtLJBLC29qSUFlZif3799ebrfXbb79h4cKF6NevH0aOHCkjBKWvrw+KojB8+HBkZmbi4MGDLW5y/F/Ho0ePyPh64cIFkhlbXl6O+fPna2zsvXXrFu7fvw8AKjteLQWMLXj58iVxUhktB02jS5cu6NixI/bv36+VbCYOh4Pt27fj6dOnGDx4sFaqxpob3bt3h4+Pj0K+e1VAURS2bdtGBBg1Jf7o6OiIkSNHQkdHBxwOB5cuXcKJEydIBqGq2L17N06cOIERI0aQxR9VbLpQKMTkyZNZGc+mpqa4ePEi+Hx+i/QNpJGTk4OQkBBMnDgRv//+O4DarLwbN26wFn1jY2MxcOBAhQukNTU1mDRpEoKDg3Hq1CmF9ystLcWwYcNIwK2yshJ8Ph/Tp0/soUauAAEAAElEQVSHoaGh5n6YCvjkk08wbtw49O/fv8Es7aaGvr4+zpw5g7S0NIVUYGvWrMGaNWuauGVvoQp++uknQnvXq1cvHDx4ENeuXcOTJ08wcuRI4ucNGTKEaBzV50ts2rQJjo6O6N+/P2t7fn6+2gJm0tDR0cHUqVNZY4C+vj6mTZtGAtSzZ89WmlYiPz8f27ZtQ2VlJTgcDiZNmqRVvuc3EV5eXmjbti3GjRsHZ2dn6OjoYMOGDVi9erVSVTu6uro4deoU0tLSyBzd0NAQ586dY1FIMLhw4QJ8fX1bBB1B79694e/vj7179za6GkyZOXpwcDACAgJYvs6aNWtw8uRJXLp0CTU1NTh16tS/0s9TB0FBQfDy8sLevXtJzOmTTz7BnDlzYG5ujvDwcEybNk2r1Ynz58/HuHHjMGzYMLWScwoLCzFw4ECyIPb9999jzJgxLN9tyZIl+Oeff1gL8S0ZTRqMbspgV1xcHA4ePAh3d3cIBAKEhoY2aiJcUlKiNk9WVFQUyaw1MzODnZ0dRCIRa6VWXQiFQnC5XBQWFkJXV1eGLsDe3h49evTA7du3kZiYqPA66enpuHr1apPTejx//hw8Ho+Vjc2IRKqzouPq6gpbW1vSzzgcDgYMGICgoCCyTSwWIyIiAo8fP5a5R2pqKg4ePAigdnUxNzcXQqFQ3Z8HQP3sTltbW+jo6KCmpgbm5ubo2bMnfH19SeatNMrLy/HPP/+Q1f3o6GiWQFVAQACcnJzA4XDw7NkzGBkZyThQLWWySdM04uPjSWltTU0NMjIykJGRwQquMxM+CwsLwqVeF6amppBIJMjOzq7XUenZsycoikJoaCicnJwQGBgIa2triEQiZGZmkmB0dXU1iouLceHCBZLdpKurK3fyyXyLjRk75CEkJAR+fn5yeeXrgyrjb3l5OYRCIby9vWVKziiKgqmpKZydnTFhwgQEBwfD2toaYWFhLLESiqLQt2/fBgNCLXUR5N8OGxsbkt2flZUl99tqCMq8O0bUrCmh6T7FVKiYmJggJCQE169fV0oJWx0wNt3d3R0ZGRn12m1lIRAI0KZNG9ja2gKopRSIjIxssgUiBwcHSCQSxMXFqXRPVd+jgYEBnJycYGtrKxM0vn37Np48eaIyZQOTpSVtLzXx3LKysnD69GnWtsZkqJeVlaG8vBwvX75ESUkJXF1d683QlUZaWhqKi4thZmaGtm3bomfPngBq/Sdpai/mPcbGxsp9Box/e/fuXdy5c4dsb4qFV8bOK8pkpigKISEhsLS0bLBPMaJKNE3Dx8cH48ePx/nz58nEzt/fn6XbANRmLKWmpuL58+ewtraWEQI2MTGBvb29VjKuWrVqhT59+qBTp06wt7fH6NGjSfYxI8bk5ubWYPILM05IZ3oWFxfj/PnzjV5IFIlEuHPnDjIzMxWOnZGRkRAIBCQ79i2aDu3btydJFfJgZmaGQ4cO4f79++T9JScnIyoqChkZGSgvL2f5euXl5UT0zNTUlFQl6uvrY+zYsSgtLQVFUfD09ISuri4oikJMTAwOHjwIZ2dniMVilJSUQCKRNMqeUxQlM9cWCoUoKCggtiAoKIjECVq3bo2goCAZf5aBRCJBWVkZKioqwOFwNGpDdXR0MHr0aDx+/Bi3b9/W2HWbGgKBAAKBAE+fPiXVMLdu3ZKpiFAEsViMO3fuID8/n8zRGVskjxKxsrISmZmZRPgyNDRUaxQP0rh//z6xNXZ2dujZsyd0dHRIv87MzGwUV3ndPi/vGxAIBMTXyczMxNWrVxEZGYmMjAw8e/YMXC5XafovRQgJCYGuri5CQ0ObxGds3bo13N3dFfoZjQFTOTV8+HCi19SpUyeYmpri3LlzuHnzptZ8+4KCAhw+fBh8Ph8ikUjtuABN0yxBSSamI42oqKgmEUXWFNQORsszDg2t4lAURQaWusfJ26YM16uiNoSFheHMmTMIDQ2Fi4sLwsLCGv1BqgsmSwOo5TsaPnw4q60MlH02dSEWi3Hx4kW4urrCycmJdU6nTp2wf/9+TJs2rd5JbXh4OMLDw1X+bY3F5s2bNXYtDoeDXr16wd7enmwTCARYs2YNfHx8AICUpH/88cdySyUfPnwoU+IkzV+trlOkbB+X3ubj4wM3Nzd8/fXXJKNZ+lrSyMvLw7vvvit3wtevXz+sX78eAPDixQv8/fff8PX1JZNrZVZf1d2mznk0TePatWtKG/FWrVph9OjRCvc3NCBTFIVly5Zh1KhRuHbtGvr27YtNmzaBpmm8fPlS5vikpCTMnDkTVVVVCil2tFUaQ1EUPv30U/Tt21et8VdZ0DQNOzs7jBkzBn/99ZfcRSpLS0ts3boVQK2D/uOPP+LixYtkP5fLRVhYGOExq/tMmPbUZxeU+Y1voR5omkZKSgoR4mvpNr2hbdJQ1C5l76nouK5du2LUqFEYM2ZMoygaGgKPx0P//v0RHx/PstvqvCOapqGvr4/hw4dDIBBAIpFg9erVRMBQ26AoCsHBwfDw8MCWLVtUynSTtgnK9CVpW1B3bNi8eTMR61QHmrZ3Dx8+xKFDh9Ruj6I2hoeHw9raGs7OziQY3VC7Hj9+jPv37+PIkSMYMmQICUYzxzEIDAyEh4cHkpOTUVZWxno/AODi4oJBgwY1q+DRjRs35JakUxSFixcvqqxHMnHiRAwfPhwBAQEkGD1jxgwZAcnZs2dj586dCA0Nhaenp0ww2tHRESNGjMDevXtV/EUNw9PTE/v27SPv+5dffiH75syZg0OHDmHQoEGs6kx546OxsTHmz59PAipALUVBeHh4o+dPlZWVLGFMedi4cSM2btz4NhjdDBgxYgRWr14tdx/jk/fp04eVYZyVlaVQMO3Bgwe4f/8+KIqCt7c3mZeZm5tjy5YtrGMZDvzz588TfmYnJyeyX9P2vKqqCufOnSPHjR8/HrNmzYKvry9CQkKwZcsWDBo0SG4wWt17KmMbjI2NsWHDBhw8eLBRwWhFz6qxfrYq/hzjZ6izmF5VVaWW6O2iRYvQuXNn+Pj4NEkwevfu3di9ezeA2srjnj17gqZpCIVCDB48GNHR0WQeq44fyxwDKPfso6OjMXXqVNKGCxcuyATvVamIpmkaHA4Hn3/+OV68eIGwsLAm0f4IDAzE4MGDsXnzZlbyQGPiEMD/nqFQKMSPP/7IOqe4uBjLli1rFJ95Q0hOTsasWbM0fl3Gbr7JUDsYLa/zKrOK05htmjqvLrhcLlavXg1XV1cAwKFDh1QmFw8MDMTHH3+M9evXyyU919PTQ//+/VlZJuo+L3mgKApZWVk4duwY/P390bp1a/z5558KOXJbIrp27YrFixfjzp07yMrKUolL293dHR06dCCcSUDtJMLPz4/l1OzduxcnT54kK2LKwMHBAePGjcOdO3fUDkCo2+/19PSwceNGMonYuHGj3EWD8vJyVjnGp59+Cnt7eyxfvhyhoaGET9rIyAg7d+6ElZUVLC0tERYWJhNo1OR325hrOTs7Y82aNThx4gSh4WjXrh2+/fbbejM41IWVlRX27t2L1q1bQyKR4LvvvsOtW7dQVVWFYcOGYdq0adi/fz/i4uLqVdJmxBEePnyokWCppaUlEWLdtm0bvv32W5w5cwZr165Fu3btYGxsrPR7VBbS5wYHB4PD4ajNm25iYoLRo0fj2LFjRG3a3NwcISEhZPKsyf71Fsrh2LFjrFK0N8mmq3utxh6XlJSEY8eOqWQ/GgMrKyuMGzcOkZGRSEhIUOkdOTs7o1OnTli9ejWePXuGsLAwcLlc0DStNY7o+qCnp4cRI0YgLi4ODx48UOnchvohl8tFv379CD3Ftm3bWAtjAAhVjKqQSCRYuXIlfH198eOPP7IqpTT5faiCgQMHYvbs2Qr3V1ZWIiEhod4AjjJtKC4uxkcffcQqra6pqcHr16/RunVrBAYGAqjNyr548SIuXbqEnTt3tkheeJqm8e2330JHR0epQMWrV68wYcIEcDgciEQilXw/e3t74nMxaMgXt7W1xdq1a3Hx4kUSsHZycsKaNWsazGi2tLQEh8PBo0ePZIRILSwsMHLkSJkKJXnvv7y8HKdOnULbtm3h7+9P2rVv3z6cOnUKe/bsqbcdqmDBggXo06cPa9tvv/1GeGDfomWgqqoKn376KR4+fKiyxgnTxxi7CdTagX79+smtOHVzc4Ovry8sLS0VXkvZe6py3O3bt8HlcjF48GB06tQJQC0V4JAhQ7B8+XJUVlZCIpHg66+/hkAgkBk/NOHb3L17F4mJiejXrx+6d+9OnldeXh4++ugjpReDTpw4gfj4eHz33Xdo27atSm1QtE0TNmzkyJGYOHEivvzyS5W1A+bOnYuhQ4fK7RdALbXZkiVLEBwcrNJ1NYkHDx5g7NixeP/999G7d28AtRm+9cUOGtNvzM3N0bt3b+LzALWc1ceOHUNkZCRev34tt/pemXdbVlaGkydPsuyAnZ0d9u/fjxMnTjRqUb8uNm7ciBMnTihF36Kp/svM0aXfSU1NjdYyot+iYagUjNZU6au6q4iKtktvk0gkLPXcnJwc6Orq1hsU4nA4CAkJQUBAAIBaLk1lweFwYGVlBW9vb4wZMwY3btxAQkICgNrOzbTD0NAQ7dq1axQPZ0PPraysDC9evICLiwtcXV0xaNAglJeXIzU1tVFq4toGh8OBtbU1fHx8MGbMGEgkEpXFjszNzeHh4cHa1r59e7Rv3561LSoqCn///bfS7bKysoKzszM8PDyabALP5XKhr69PSp0GDRpEhDyuXbuG48ePyz3HysoKHA4HFEWhT58+cHZ2xhdffIGEhATSJz08PLB+/Xro6+tDIpEgKiqKRYui7vddN7NZUUZbQ6iqqkJFRQXMzc1hbW2NUaNGsbKTDQwMEBAQAB6Ph9TUVLUFm8RiMTIzM6Gjo0MWMJjsQaB2HLlx4wbJ7rK2tkZAQADWrl3bYCBFLBYjKipKbla1OhAKhfD39ycBsJs3byInJwdr1qyBubk5TE1NER0dTQLkxcXFJMjI9KX63kFD78je3h4GBgYqibQYGBjA3NwcQqEQOjo68PDwAEVR5Lt2cHCAoaEhampqUFVVhdLSUtZEh6JqSyuZe76l8tA8Xrx48UbYdGWvX989NfU7mW9LJBLBxMSE9W3l5uaqxctH0zQyMzNhbW0tQyFgYGAAT09PpKenIycnB6WlpcSXKS8vh0gkgoGBAVnU0dXVJeOhjY0NPDw8kJ+fjydPnuDJkyeN/fkqo7y8nGQGcblctGnTBjU1NSQTjvHXGgsOhwNXV1eipZCYmIiIiAhkZmZqpMzz+vXryMnJIZmD5eXljbqugYFBo/israysEBQUBEtLS7mLhNnZ2Th8+DDKy8sVBl6l+02rVq1I5qL0hL+mpgaPHj1iTdLEYjGysrIgFosJVUVRURFevnzZ5HQ8qkIVEa/8/HxSNVIXBQUFMpVb0v3YyMiI2DwGZWVlSElJUVgZoKurC39/f5bfYGxsjFGjRsl9x5WVlax3W1xcjJSUFJlxXU9PT4ZSRBGqq6vx6tUrCIVCtGnTBkDttzVixAjk5OTgypUryM7O1sh79vf3x9ixY1nb5Pm2b9E0YPpPXVRUVCA0NFSmklRaRFwa8mxtUVERSZYxNDREQEAAq0+Xl5fD0NAQdnZ28PT0VNhGTdtzBkxQytXVFebm5iguLkZQUBBatWqFzz//nBwnL9FMXvsagrzj0tPTUVRUhN69e8PBwQEODg7Izc1FfHy8SpR8MTExiI+Px+TJk0m8obG8seo8d8aHNzExgYGBAYKCgjB69GgcPHgQxcXFSlN2AICvry+Zm8lD69atyViizYq1+pCRkYETJ06ga9euaNu2LaytrWFsbAwjIyMkJCSgsLBQbfrRus9fX18flpaW8PDwYFFxmZmZoW/fvuBwODKLParM0RkfTUdHB23atCFilJ06dVJ7UV8RIiMjyd+6urowNzfXiNZHfRCJRLh48aLWRLUtLS3B5XKRlZXFet98Ph9WVlYoLi6W+01SFAUrKysixvxfgkrBaE0N/o3JampoFaSkpAS7d+8mjuHChQvB5XK1VlpgZGREqECAWkG+r776CkAtH/LZs2dJG9XNLGSgzvMPCwvDjBkzNMpZq2mYmZnh4sWLcHBwaO6msMCI99Qtt9Q2mKwaaWNy7do1TJ06VeHEvVWrVrh69SqZjBsaGjZIc0FRFEaOHImMjAwcOHCgUZNr6b6p6G9l8PjxY9y4cQN//fUX4XGTxpMnT0jmgp6eHi5fvqz0REsa2dnZCAkJQd++fZUqb9m3bx+OHz+ulFOnq6uL48ePIywsDGPGjGl0dnR6ejp69OihcAJIURRGjBhBgrk//fQTob+xtbXF5MmT6w0kayPIO23aNHz33XcKFZGtrKwwb9483L59Gzdv3sSxY8dYxlcgEGDmzJmkxOxtIFo7eBNsurLXr+/amuw/FEVhwIAB0NfXx4wZM8hi94QJE9QS/62qqsL48ePRvXt3nDp1Su632qNHD/j5+WHPnj1kDLp69SoSExMxc+ZMwhnYv39/kg2lKqe8NnD+/HlCkWVnZ4fw8HC4u7sTf6mwsBB79uzReBDz888/x+zZs9G7d+9GcTbKw+PHj3Ht2jW1y4AZocBbt25hx44dal3j8OHDOHfuHI4fP44ePXrI7LewsMCcOXNw69YtueXefD4f48ePJwuxs2bNIvZfenGX8YGkFwozMjLQq1cvxMTE4PXr1wBqJ7QtPRCtSfz4448s+j0ADc4xzpw5g4ULFyr0xV+/fo2uXbsqvaB19+5d3L17l7WNWZBu7Hj5/PlzkmFtZmaG6dOnY+rUqRgxYgRGjBiBiIgIta7/Fi0XO3bsIHo5dVFXzEsgEGDSpElyhdQbsuelpaXYvXs3a5tYLMb06dMbTHjQhj2ve/0XL14gPj5eprJB2fM1dRxN0/joo4/w999/qyymJhKJMH36dOIDBAcHkyoWdaDucx82bBjMzMwwbdo0GBoagsfjYe/evXjw4AEGDRpUb4Xpm4qvvvoKW7ZsQXh4OGxsbEBRFPr164eAgADs2bNHLUFO6efP5XIxZswYcm1ppKam4tixY3J9E3Xm6M+ePUNcXBzGjRuH6upq9O3bV6u6Yv3798eOHTtgYGDwxvoTFEXhzz//hJ2dHfr06cNKBG3Xrh0uXLiAP/74Q4YmBKj1Df/66y/k5uZi1KhR/ykayuafrWgYNE2jsrKSDHLSjl/79u3llnFwuVxYWFggOzsbZ8+exePHj8HlcjF8+HCiThkRESE3M5bD4cDU1JQIPjHZfi9fvkRBQYHWV3jkISUlBTRN48WLF8jMzMTIkSMRHh6uVS6cxkD6GdI0TbgOX7582WQCS8q0KyEhAVFRUfDw8ND4RD81NRX5+fkYMWIE3NzcoKenh9u3b5OVuydPntRrBDgcDszMzFg0JfLATP4FAgE4HA6GDBkCMzMz+Pj4EKGQmJiYRitYqwqhUAh3d3cYGhrC3t4erq6ucstaRSIRKeeprKxU2D+Sk5NJmXZJSYlMZYBEIkFBQYHCCSRFURg0aBBMTEzw999/o7KyUmaS6Ovri8DAQJZDfu/ePVKirKnMaKatDAYOHAh/f3/SB+sudPn5+WHixIk4c+YM8vLy8OjRI9jb27PKuVRFTU0NoqKiYGNjA0dHR1y+fBlJSUlkP03TrIyEuLg4mawy6RXw3NxcHDp0CK9evUJMTAwKCgpYfY65HxNkc3BwkDvxeYu3aA4IhULw+XykpqbC1tYWrVu3VqtCg0FRURFrwskooBsYGGDgwIFEpMbLywsvX77E5cuXkZmZiZKSEjx9+pR8/xwOB23atMGoUaMgEAia3Zmtrq4m4zVN09i7dy/8/f3RvXt3sq1jx47IyMhQO6PJzs4OlpaWOHPmDMselJeXa6wibPDgwWTMFYlEatvH1q1bw8bGBkZGRmShtUePHnBzc2Mdd/XqVRLolYeqqipUV1fj9OnTJMtcHvT19eHr6yuzncvlwsTEhPinivxUxgequ23atGmIjIxUKdP434SG+tbr169lFhpu375dbymyRCJRuJ8RcJZGamqq1vw0sVhMrl1YWIjHjx/D1tYWtra2GDlyJKk4fPz4McuuK0JwcDDatm2LU6dOkcU0eX2HqeB7i6ZHRUUFeeeWlpYYOnQoK+syIyODJb6po6Ojlrg7M0evi8ZUDWsSTN+PiYkh9ByKwMyXSktL0bZtW6UFY+XB0dERNjY2LD+itLS0XuH1+iCdONPU8zngf/MSfX19mJubk99lbGzM4q5XBikpKXjy5Anc3d3r7XNXrlzBw4cPm4QvWhHKyspIgpefnx9CQkIgFAphZGSEDh06kCBrfHy8yhnr1tbWsLOzg5mZGWvOJxaLERMTg5SUFI1WwYvFYpSXl0MikUAsFiMvL0+rVfZCoRBmZmagKEprwei0tDTw+XwMGTIEXbp0Idurq6tx6tSpRiVuuru7o1u3biRjXXoRYciQIejUqRMsLS3RtWtXzJo1C2fOnCE6X506dUJAQACcnJxQXV1NMuH/K1A6oqaJshhVynS10a6+ffvit99+k3sNoDaQtGDBAtTU1EBHRwcrV66Et7c3AGDJkiVK0TTQdK1A3oULF9TKxm5MKTODp0+f4u7du9iyZQt69eqFEydOYNq0aS02GM2A+T0BAQFo27YtEhIS6jWiTVW6z/SPBw8e4NKlS3B1da03GF1fibmiNj979gxPnz7Fd999R+hGDhw4gD///LNRba6LjIwMLFy4EEBt5tz169cRHByMIUOGAKgN9mZmZqrtvKhbXm9oaIjBgwezMqGVGYhpmpZ5vkBt8H7u3LkKz2kIFFUravjixQuEhobKVZIfOnQovvnmG9Y1//rrL/z0008NXl9dUBSFpUuXom/fvqz7MvuA2myEAQMG4OnTp4iMjMTZs2fRp08fEoxW9bthJg8XL15Ehw4d4OjoiA0bNuD06dMKz7l06RIuXbqkcP/r16+xYMEChftFIhEry3TYsGFkoUVdCpi3YOPfYNMVHd/QmKuJe1RUVODChQvw8/NjieY2Bsx4VllZiRUrVsDR0REDBgwAUJuN1q9fP5SVlbG+PWlu5NOnT8Pe3h79+/dvdCWWplFQUIAlS5Zg9uzZJBitr6+PwYMH4+7du3KD0crYTk9PT3To0AEBAQEaWwCUBofDwUcffUR4IBW1S5m2ent7Ezo4BrNmzcKMGTNY28aPH19vMJq5h7RQnTx8/fXXWLlyZb3HSF+PQV17Kg0TExOsW7cOu3bt+s8GoxtCZGSkQv9DFTDv4dWrVwgLC1PYv9QZz6SvXx/KysoQGhqK4OBg2NnZYfny5eS87777Tqlg9MSJEzFr1izcvn2bBGD27t2rFTHHt2g8nJ2dsXnzZpY/Hh4ejgsXLkAsFjfadqp6fFPY87q4e/cu8vLy5Pr+0te5ceMGbG1tZRYUVW2Xn58fOnTooNSx6kCVb15T52sqmPb06VMYGxvDwcGhXtH4zZs346+//tLIPRuDkpISfPzxx5gwYQLxG3R0dDBgwADiKxw+fLjBYHTd/tOuXTsiLiz9bMViMcLCwkhgU5Vrqkq90hRg/GDmb2Xvq4xf9uLFC8TFxWH58uUsSrKioiLcvn27UcHoXr16YdOmTQDAojXicDj45JNP0LVrVwC1sYP+/fvj6dOn5J2NGTMGn376KQDUm2Dwb4XSwWhNdEJFxqQx19ZEu8RiMZYtW4b79+/LGJ7o6Gh8+umneP78ucx5H3zwAYYPH87q0Hfu3EFcXJxa3JFA40qZpWFgYIBdu3ahdevWarWjKVFYWIipU6diwIAB+OSTT5Q+r+5Ao2kUFRVh2rRpZCX28ePH0NXVxZgxY0i2UHh4ONLT02XaVV+bgdrBacCAAeQ6ycnJZDGE4WGT1+eUAU3T+OabbxAeHq7Ugkh8fDyWLl2Kmpoa8Hg8LF26FCEhIQBq+dNV4VVSp7w+JCQEDg4OMgF+pl2K7l9ZWYkFCxagW7duWL16NTgcDsrLy/HBBx+wBJSMjIywYcMGeHl5gaIo/PDDD7h48aLKpW/yIBKJsHTpUlLSWpdXT1tITU3Fhx9+iIqKCnC5XPz4448y/OiKoOr3ouj4Vq1aYcOGDbh27VqjlHwFAgF+++03FBcX47PPPpPrwN69excJCQkYPHgw+T7eBqIbh3+LTa/PNiqyD5r6BoBaKopNmzYpFZSpD9HR0Rg2bBjmzZtHFpsePXqEIUOG4IMPPsDgwYMBAJ07d2ZlqElj9erVrIqFNwXt2rWDqakprly5gqysLLllwXXfgaWlJfr27Ut4k7ds2YIbN25gxYoVTdr2+trK4/EwcOBAQlckT4Bp3bp1OHLkCGvb48ePVW7H2LFjMWPGDHz88cdqBeXLysrwwQcfwNHREV9//TUoikJxcTHef/99uZPcphLx/K9h9OjReOedd3D58mVUVVXh2LFjKCwsrPdb0OR4pggvX75EXl4e+vbtyxJif4v/Bry9vXHmzBk8ePAAsbGxpBq4Ibxp9lyTaCk+6pMnT5Ceno6BAwfKVLooC3V+iyZ/f3V1Nf7++2+WJsaUKVMAoFmFC+vD9evXid9mYWGBDRs2kKzwnj17EspJaRQVFeH8+fOsKi9TU1MMGDAAFy5ckKF38PPzg7u7u9LzWXVsx5UrV2BoaIijR4+CoiiIxWIsX75ca5zLP/74I65evYrk5GQ4OjqyMpjrgzwbqal5iTKIjY0lVEdlZWUYM2YMWbx7/PgxyzeXSCQICgqCu7s7ALDm7x06dMDZs2fx559/4syZM1ptc0uBWpnRjQ0AarJD1G0Xj8eDs7MzcnJy5BKA0zSNtLQ0kvlpZmYGQ0ND3L59myVMRtM0kpOTUVxcjPPnz8st1bGysoKLiwsriJaZmcni0dPWb61vP03T4PP56NWrF3g8HuLi4lo0Z3R1dTXCwsKgr6+P0aNHw8bGRuYYRf2P+begoABxcXGwt7fXWEYY0y4G1tbWcHNzg5ubG0xNTckqG7PwUFhYSPocl8uFsbExKIoCRVEwMjJi9RMulwtnZ2cyOTU1NYVYLFY700gkEuH169ekpCs2NhaJiYkNlpilpqYiOzsb58+fR01NDQQCAb755huyyp+VlSUjNFFWVkbKoDTRx+3s7OTychcXF+PChQsKy3UkEglu3rwJkUiEuLg4UBSFkpISXL58mfCEtmrVCo6OjujXrx/JDH78+DHrvdI0jYyMDLmB+6SkJIWr+wUFBYiNjUVYWJhWxS15PB5at24NLpcLiqJQUFCA58+f4/z58yQYzayoSqN169bEQVHWAVU2+4ERR+vfv79Sq/H1gcvlolu3bigvL4ebmxuysrJkHKvs7GyUlpYS0RxNiJ791/Gm2HRNtEtTtljedVJSUnD+/PlGX7ugoADnz5+Hr68vXFxcUF1djdzcXJw/fx5dunSBu7s7WrduDSsrKwwaNEhu286dOwexWIykpCRS8q+orFIgEMDe3h5FRUVq8wBaWlqSyRVTnqoOTExMYGxsjOjoaLmZaJWVlUhNTYWZmRmhTpMOhvB4PPTo0QNVVVXEB9IEjI2NYWVlxSoh19HRgZmZGUpKSurNmtPV1YWhoSGcnZ1Jm+UhKioKUVFRareRz+ejdevWCAgIwIABA4jIYn2QSCRISUlh2VbGdrq5uSEuLg5WVlaorq7G1atXZRbc30KzsLW1JVQpnTp1wqBBg5CVlYWUlJRGU1c0ZNOVHRsLCwtRVFSEDh06kLJzaQiFQtjb24OiKEgkEqSmppL+lZubi4SEhH8lR+x/Bebm5sTu1DevqIs3zZ5Lg6Ep4nK55PusqqpCamoqy8bweDyYmpqiurq63kQ0edmafD4fhoaGCjN+NYH8/HwUFxcrpK/QdLY582yYuENcXBxr/qusjgOPx4ORkRF0dHQgkUjIfIyiKOjp6ZF5qpmZGfLz81scz7A0vZKdnR1pH0VRsLW1lXtOfn4+zM3NWb6FpaUl2rRpgwsXLpDEJ5FIhOLiYvD5/Hr7jia+lfT0dFhYWGD06NEQCAQQiURYs2ZNo65ZHx4/fkwqa5uiwi8nJwepqaky9onD4chNlANqx4G6MQMmFsGA0UYBgLy8PBk/u1WrVmRhVygUsvYHBgbixo0bJODfGP/6TYBamdEtZbUPkG2XjY0NwsLCcPjwYXz44Ycyx0skEsydOxe3bt0CAHz00UdyAzlVVVWYOHEiaJpWaHhXrVqFrVu34ubNm3IzkDX9nBq6nryVoPDwcEyePLlZOKNUxfnz53Ht2jXs27cPvXr1Yu1rqP/t3r0b8+fPx4ULF2TKYDWFH3/8EaNGjWIpSA8aNIj0jy1btmDVqlUAaldBZ82aBT6fD4qqFZizs7NjXa8xHKN1kZ2djT59+pDg965du/DJJ5+ge/fuCkuBxGIxZs6cCYqiFE4SgoODZZ7nhQsX8OjRIwAtYyy4f/8+WWGmaZplIFauXImpU6fKVf2WxpIlSxAaGiqzXSKRKPx2tm7dij179mhNHJWBra0twsPDYWJiApqmMWXKFISHh9f7TfP5fOzfv5+srt+8eVMpFWRl3+e6desgkUgafK6qwN/fH/fv38cnn3xCBBiloaOjgylTpqCsrEyGj/otVMebYtM1fc2WcJ36sG7dOqxfv54VRF6zZg22b9+OGzduKBT6pSgKa9euRXJyMgYMGEB45hUFo11dXREWFoZNmzbh22+/Vautn332GWbPng0AOHfuHCZPnqzWdRgMHTpUbiD50aNH6NevH5YvX4558+YBqK2WCAoKwrfffosPPvigUfdVhAkTJuCnn35icSp37NgRnp6e2L9/f71B2s6dOyMwMFCjdl4eXFxciH1QFhUVFRg7diyrkoexnZmZmfD398emTZsIRcxbaA8URWHTpk2knFvTQSll5w3KgKZpnD59GlZWVjLUMt7e3rhw4QJ4PB4qKirQu3dvMpH+6aef8Ntvv2ndV3qLloc32Z6bmJjgnXfeQadOnUi10vPnz9G7d29W0NnS0hJz5szBnTt3cOfOnQbvJ31fJycnjBkzplkFhzWdbc4sSJ05cwbJyckydFJisViphSl7e3tMnDiRZUPltSs+Ph5bt279V3DOM31OGhRFgcPhYP78+Zg5cyaA2sqk/fv3N8hT3pJ8+5aKtWvXYvPmzTL2ycTEBP/8849M7AaoTSI4d+4ca1tjOOPv3bsnU105ePBgEp+8cOECxo8fr/b1Wzr+VQKGbm5usLW1hYmJidzVlMePH2P9+vWIjY2FQCDAhAkT4O/vr/B6DTlOlZWVyM3NxY4dO9CpUyfCu9uSUFNT06KzoqUhEolQUlKCv//+GwkJCUpRnZSXlyM6Oppkf2tT8JDJjtq+fTsJBA4fPhzOzs4Aagd9ZuWTx+OhU6dOEAqFZHVdHbEPZUHTNCtb9Pz587C2tmatFDOB9MOHD5NVV+lARVBQELp27coqweTxeDJOkqurq9wJtkgkQlRUVL1ORtu2bVmTZiZrXB5atWqF999/H7du3ZJRjZeGjY0NRo0ahWvXrrHoOYBakRwul4vJkycjPT0doaGhLD6m58+f448//sCzZ89U/k6qq6sbtRKvo6ODyZMnE5G+0NBQxMbGso4ZOnQoOnXqBAsLC+jp6UEikcisyEokEvz1119ITk7G+PHjwePxQFEUK1Dc2Akun8+Ht7c3HB0dSVZCcXExtmzZwsoyVwcikQgHDhwgFRGK6GkqKyuxf/9+tG7dGoGBgYiPj9eqsvNbvIUy8PLygpOTE/7++28kJyc3+npVVVUyGUyVlZXIycnBzp07WVUOenp6mDx5MvnW9fT0SOVAQ+NZYWEh9u3b1yh6ER0dHTJ+29nZISgoqMFzDAwMcPfuXbRt2xYUReHQoUPw8PBAr169FI5TPB4PVVVViIiIIAtVr1+/RlFREa5cuUIWhGNiYjSWFQ3Ujpt17RMzvjY08eByuVq1+QyY99i5c2eZ53/37l1s2LAB48ePl7Hro0aNwoMHD2QW9hg/rKamBrq6upg9ezYePHggd7H2LTQDPT098Pl8REdHEyHpluq319TUoKioCPfu3WPxvOfk5GDPnj3gcDioqalhCa/JG9PeomXA3NwcEyZMwKNHj0ggNTMzExs2bED37t21ltzzJoCiKAiFQhQXF+PFixfw8PCAg4MDFi5ciNu3b5PnxRzn5OQkMwe9ceMGSd4xNjaGu7s7nJ2dyXhsZWUFgUCAixcvytArSWdZNhYSiQRRUVHIy8uDp6enVoOUmZmZSExMRF5entLfvo2NDcaMGQMOhwOxWIzo6Gjo6+tDKBQ22FZmXqRKxn5To7S0FFu3biXzPWl07NiRJOBxOByFfoNQKCT7ioqKIBQKNervKAuKojB+/Hg4OTnh6NGjWo275ObmIiIiglC5aQPBwcFy5/L6+vqwsbFBVlYWocYTCATw9vZGdna2Rv07sVgs8xzT09Oho6MDLy8veHp6YtGiRbh8+bLaFK4tGS0uGK1uSQFFUYQ7Rx44HA5u3LiBGzduQCKRwNvbGz///DN0dXVRXV1NlC9V/bDLy8vxzTffYMSIERg0aFCzDAz1gZk0teRBui527doFY2NjzJ8/n2QkKeoXpaWluHjxIkQiEQmQ1s1ml1Y1VRccDgc0TSM/Px+ff/45CYK5uLiQTDXpe+rr66Nfv37Q19cnZPx1BxpNtEsRtm3bRv6mKApcLhfvv/8+rK2tceLECbnlxQMGDCBckfWhffv2cvmJy8rKEBcXV2/psr+/P9q2bSuzXV4Fgo2NDdauXYtvv/223mC0m5sbfvnlFyxevFgmGH3o0CFcunQJAwcOxMOHD7F48WLW/vv37yuVMaxpMEH4b775hoif5eTkID4+njwHDoeDuXPnYvjw4QDkPyNm+++//46OHTti5MiR5P1J9y/mXCZzXlXo6Oigd+/e0NfXJ/04JycHn332mdpq3wxqampkeNDkoby8HCtXrsTo0aNx9OhRnDhxQi4V01u0LPzbhSYZAdjY2FgSnJEWYNEUKioqiGAqAysrKwwePFhGWV0ZZGRk4OOPP673mIbGC8ZnomkalpaWculD5OH8+fMwNTUFRVH49NNPMW3aNHTv3r1em8jlchEaGirDl/3333/j77//Vuq+qoKx2/LaJf1smAAis73u8fLGbk31j6ysLCxfvhwfffSRTODo/PnzuHr1KoKDg2FhYUHaLBQK8fnnn+PKlSs4c+YMaZt0GyUSCXR1dfHNN9/g2LFjuHDhQrP5kfIC/9J2Uhra+PYaC8Z/lG4X026mn5SVleHSpUtvBJVFSUkJLl26xFo8T0pKwtKlS5uxVW+hKiiKgr29PX7++WesW7eOBFeTk5OxbNkyrF69+j8djGaQlJSE5ORkWFlZwcnJCT///DPWrFmDO3fusBYm27ZtKzO/uXTpEqHxcnV1hYeHB7y8vGQS4fbt24cDBw5o7TdIJBLcunULDg4O8PDw0LhPJu3nJScnE2Hl+uIP0ja0TZs2+PXXX8Hj8VBdXY2tW7eqnGxS11+RRz3SXLahqKhIoZ7Fe++9R0Sd60KeLyH9b1OB8WEkEgm4XC4WL16Mhw8f4vjx4xoLRjP3kP5taWlpSEtLg6mpqdaC0WPGjMGYMWMUtufChQskdmBkZIT58+drtCpYEV68eIGEhAQ4OzvD09MTv//+O2bPns0KRr9p8T1FaHHBaHUGSBcXF3Tv3l2hqIa9vT22bNlCMguXLFkiw/e0adMm3L9/Hx988EG9wTRFuHnzJvr06QMPDw/CTdsS0K1bN1y5cgVr1qwhHDwtHb169YKrqytr1amhfuHt7Y3AwEBYWlri1atXWLhwIUQiEQQCATZt2oQ2bdqo3Z7evXvjq6++wtGjR/Hrr7+y+Gw///xzUoKkSNBHLBZj0aJFrAGEz+fjzz//bFS7lMWIESOwePFidOjQoV7OoSdPnuDAgQMYPHgwzM3NVb6Pjo4Oxo4dW69hUvSNJicnY/78+XKz4RMTE+u976NHj9C3b1+FWQRFRUWYMGGCRgQLNYWPP/5YRvx0xYoVGDNmDObMmYOgoCB8+umn8PLyIvtPnz6NdevWKeQXjYuLw8CBA8HhcMDj8bBx40a0a9cOAPDw4UMcOHAAQ4cOVdmg9+jRA23atIGuri4uXryI77//HkBttmZzcDdfv34dffr0QU5ODsrKymQCdG/RsvBvDkQDtfz8+/btw6JFi4gA7/Hjx7Fhwwat3zs/Px/jxo1jZRRXVVU1qNKuDBjb6erqqvCYtm3borq6GmfOnEF2drZK179y5QpKSkpQXV2NU6dO4dmzZ1i3bh18fX1ljm3Xrh0uXLiA7du3Y9++fSr/FnWhqF0cDgeDBg0iGV+7du3Cnj17ANT6Ir/99hssLCzI8Q8fPsRHH33E8js1XdVx5MgR3Lt3TyZrpqamBgsWLEBQUBD++OMPcLlcss/Pzw+XL18mlVVz585FZmYmgFpqhdOnT2P79u3o1asXrly5QoSRmxL6+vrYtm0bS0ukqKgIc+bMgZeXF77++mvW8RcuXMAPP/zQpG2sD+bm5ti+fTvu3r1L2mVtbY1t27bBwMAAFEXB29v7XzGhfIs3BxwOB7/99huCg4O1ylf8bwaXy8WGDRsQEBCgFM2Gra0tpk+fzrIN/xZI+3mjRo0iC92JiYlYsGCB3OzoWbNmYdq0aQBqs8albZM69+/ZsydZPGnTpg26du3KOubEiRNYv3692vfQFhg/oy64XC7++OMPVvKXRCLBuXPnkJGR0aQB6eTkZAwZMgRjx47Fu+++q5V7hIeHo0+fPi0m87e4uBhz5swh7enZsyfatGnTJDzWDKqrq3Hy5Ek4OTmhT58+rH09evTAN998g++++w5Xr15tsjZpAy0uGK0KOBwOzMzMYGNjAycnJ4XHCQQCuLu7Q19fHxKJBHp6esjLy8OzZ89gZmYGAwMDdOjQAQKBAF5eXkhLS1M5466kpAQvXryAra1tiwpGW1hYoFevXti+fXtzN6VBCIVCGBsbo3Xr1nI5uOWBx+OhVatWsLW1haOjI4RCIQoKCnD9+nXU1NRAKBSitLQUZWVleP36tUpia1wuF23atIG/vz969uyJjRs3IiIignVMdHS0zHnOzs5wcHDAy5cvIRAIIBaLcevWLVbWLtMuBtbW1vD09ER8fLzGyxnt7OzQo0cPJCYmIjY2VmbSw4hviEQiJCYmIjMzU+6CjEAggImJCcvpKC4uZinESsPBwYGIWwG1q4xJSUlyy09fv36N69evq8VtXlhYiOvXryvcX1NTI/PemhocDgdt2rQhTr+npyfatGnDyio2NzdHu3btYGVlBTc3N1K2VV1djbi4ODx48ADXr1+Hk5MTi8OKpmm8fv0aZWVlRACTx+Ph8ePHpPTo1atXSE5OhqGhIUxMTOrNZq6byWphYUG+x6qqKhJEqa6ubpYJdG5uLq5du9bk932Lt5CH0tJSlJaWolu3bmRx8cmTJ01y75qamno5KhsLExMTODg4wNnZWe6iQnFxMbKzs5GcnKwyrUB2djby8/OJqHRGRgZrXMrJySGBUaBWhFVaSLApkJaWhvT0dDx69IgVbKAoCi4uLqzKLcYO2tvbw9HRkXV8TU0N8vLykJaWRoQlNY2UlBS5wlA0TSMyMpLQaNnZ2bGEk3v27Amg1o5KP9+YmBjk5eWhuroadnZ2aNWqFc6ePYuMjAzExcVptTRXX18fTk5OoCgKBgYG6NatG8snzM/PR4cOHeDr64uePXuy+mZRURFrEReoDfxrW/zHzs4OhoaGMtVhQqEQXbp0YfVtZu7i6OgIW1tbFBYWIi8vT2vBBW1Vp+jr68PS0hIFBQVqJfG8RfOBoij4+PiQ4J2lpaXMd2NpaQmJRIL4+HiSKPKWGq0WlpaW8Pb2RteuXeHt7V3vsRwOh2RFM+Nac6GmpgbZ2dkwMjJiaSE0BjRNo6ioCDRNo02bNmjXrh3J9I2OjlZIaaWrq8tKfIqOjoaNjY1C6saGIJ3s1KZNG3h6esLY2JgktqWnp8vQCubk5CArK0vmOhYWFkrThTYW6enpcvUnuFwuHj16BKFQCBcXF/Icm4P2qLy8nGiWdOvWDUAtV7cmbVZOTo7M3M7ExAT29vawt7eHubk58Rk1gdLSUiQmJrKuZ2hoSOgoJRIJCgoKUF1djVatWsHe3l7p2JSmwPjHXC4X2dnZrBiJpaUlevbsiS1btjRpm7SBNzoYrauriylTprBU1eWhqKgIu3fvJvw6mZmZSEpKQvfu3dGtWzf06dMH06dPR/v27XH79m2sXLkSa9euVaktTk5OGDduXKNW9v7raNOmDUaOHKnSMzQ1NcWsWbMa5G988uQJBgwYoJJhMTU1xblz51QafDgcDjZt2gQrKyv07dsXFRUVoGm6QW7hRYsWYcaMGejevTtLVEhToGka7733HsLCwmSMmLm5ORFblEgkOHnypFxnycnJSUag6ubNmxg7dqzce+7bt0+m9GXZsmUKhQL/zZyC+vr6OH78OFHXvXTpktwFIpqmMW7cOPj4+JBtGRkZ6Nu3L3Jzc0FRFNavX4+QkBCyXywWY8CAAayglEgkwowZM8h3UVNTAz6fj7Fjx0JfXx8HDx5UaNDrc5QHDx5MhFySk5MRHBzcojLO3+It3kIzqK6uxpQpU9CtWzdcuHBBrl2+desWHj58qJVA1J49e/DVV1+xtjUHhQFN03j33XdZv5/H4+HSpUtKcWQDQEBAACIiIrB48WIWhVZTIioqCp07d8aaNWuwZMkSta6xevVqLFiwAMHBwVoNSnXq1Annzp1j0YpIw9TUFGfPnpVLnzJkyBD069ePtW3r1q1q/2ZlsWLFCgwZMgTBwcH1ClsCtTa9T58+mDt3Ln7//XeEhoYiISFBawF+bQW/fH194eXlhd27d7MWjt7izcOsWbMwdepU1jY+n4+qqipMmjSJZAf26dOHCIb/lzFz5kxMnTpVKd5YXV1dHDt2TCGNaFMiMzMT27dvR79+/ZS2X8rg/PnzkEgkuH37ttJiulu2bMHOnTtZ277//nuNZN7GxMQgLi4OEyZMIEkC48ePx8iRI1nHrVu3Dl9++SVr27x587B06VL06tVLhvqxKSEWizFnzhz4+voiPDycaFCNGjUKKSkp2LdvX5PTdezfvx9HjhwBUDtv17ZPNmTIEGzduhU8Hg9FRUXYsWOHxmIFDx48wJAhQ1jPcMCAAThx4gSA2kD4mTNn8OLFC5w4caJZ43spKSnYvn27VuJDLQFvdDCaoijweLwGOwhN0xCJROByuYSPhqZpVFZWoqqqCjU1NSRIvW/fPty7d6/e67m4uGD8+PEsB48pjW9pJckxMTE4fvy43BKQlgI+nw9fX184ODiorDxPURSLK/rJkyekfKVHjx7o2bMnWrVqhYSEBFRUVKjk7FdUVGD79u1ksaOuuIQ80DSNv/76CwYGBkQESBkIBALo6upqpf9ERkbi+++/x6tXr1iDOEVR6NChA2xtbSEQCEjgUtEzysvLw82bNwHUTsZ9fX0hkUgUZjP/9ddfMgPns2fP1Mp+fpPh4uICFxcXxMfHo6CgAEAtz6eiAA6Px0Nubi7Jcq6oqMDcuXNJX2rXrh0qKiqwa9cukp0sb/Jb12Dz+XxwuVyUlpbixo0bcHFxga2trcJ2m5ubw8PDg0UlIi1oqaOj0+LGu7d4i+ZEfn4+du7c2eRUBtpCVVUV4uLi8MMPP4CiKAgEArL4Gx0djbS0tEYFonV0dNC5c2ckJyfL0DEFBARg0aJF2LdvX4PBPW2j7mIyj8djVYX06NEDH3/8MaHqqAsulws9PT2lSrm1BYlEgsrKSly8eFGuDa6srJSpmCkvL8f69esRFBSEUaNGQSgUwtLSEkuWLGGJ6BYWFmLnzp1KTxK7desmw5H5+vVrwrnu5OSEyMhIteyLlZWVDG9rY2gIevfujeDgYJntVVVV2LlzJ3lmly5dQmpqqgx1VUlJCX7//XeWL8TMP+7evYvvv/8eIpGoxfFcKwMul0v0emiaRseOHUFRFGpqarBnz563mg4tGBKJBPv27UNMTAxmzJgBPp8vd/5VU1ODqqoqMma8evWK/G1qaor27dv/J/1APp8PDoeDvXv3suwTj8fDzJkzWVm6FEVBR0eHBK5DQ0OJqCGDppqjM/EQprrFx8enURnSmZmZePXqFXJycmBiYqJUTIaBSCQi/oO9vT2mTJkCPz8/tdsiDeZ3Sttp6fkLgx49euCzzz5jbevVq5fW5uOqom4WNBP3ai5fQvqdNQWeP3+O3377DUCtj3Lv3j1YWlpqhOJULBaThEGBQIB33nmH2PpXr16RjPns7GyVY1OaBtOf30Q/QRk0WW/WVJkYcx1l1MwBsI5jyNeZl1k3qyIlJQVffvllgwFENzc3rFmzhnXuy5cvyWpR3baqA2XPlXec9G9+/vw5vvjiC7XaoC3weDyWoJ9AIED37t0bzHBvCDRN48GDB0hPTwdFUejXrx8RDEhISFD5emVlZQq5BxlRQOa+zG+haRo7duxQ8xdoBxERETI0FUz7AwICYGdnR4So6utzBQUFhJdIKBSibdu2oGkafD5f7iB5+PBhHD58WPM/qAVCuj9IQyKRwN3dHYGBgXj8+DHZ3tCzzszMJJlGxsbGWL58OeGpomkaL1++xMqVK1kBAWUgFouRk5ODq1evgsfjwcrKSuEimpWVFUJCQuTuE4lEb4TQ0ltoD5q26ZqCNgUTG7p2bm4uvvnmm2bhUtcWkpKSiB01MDDAkCFDwOPxNMJRp6enh169euHu3btITExkjStdunRBQEAAwsLCmj0YLQ/MpIzL5aJv377o1q0brl69yrIDjG/A2Mbm4gVmgoYAcPnyZVy+fJnVPkUoLy/Hjz/+iLFjx2Lo0KEAat/Z8uXLWcclJCTgwIEDMsFoRRPmvn37yog5XblyhVT30DQtU06tLDp06MDiOedwOCRZRPpdKIsBAwYQLnhpFBUV4dy5cygpKYFYLCbZVHVRUlJC5gt1n0dkZCQiIyMxZcoUUjWlDuobl6T3yTuuseMlh8NBYGAg7OzsMGvWLHC5XJSXl+Py5cvIz8+X6V+Mr6TOu3gLzYGmaWzbtg0RERGYMmUKSwiLeUfy+sWrV6/w6tUrAP8T5Ksrlv1vsed1IRaLWX5vTU0N0ZtioKOjg759+xJtlrqisMxYoQx1JvMOtBH8i42NRVJSEtzd3WFgYCDT1obAiLulpqYSX8DY2FhmbqDIvtQdC11cXLBq1SpwOJwGK4lVgSLxdia417VrV/To0UPmPGWqqBnbwlxPG5UtXC73P11x/+jRI9bCDY/HQ6dOndC2bdtG+1McDodUhBsYGGDp0qVwcXGBRCLB8+fPm4xury7qG5eY+B6HwyH9gsvlgsfjNXqcYK7bHJRbTRaM1pQxYa7Ts2dPtG3btkEOwQEDBsDJyQl8Ph/Pnz/HnTt3kJOTA1NTU4wYMUJr6pzSbdXmufKO69KlCzw9PYmBaUkwMDDA3r17ERcXJzOh0RQsLCwwY8YMFtWBpjFkyBAS5E9LS8OMGTNUDgw2J6QFH5k+pEp/ra6uxl9//QUTExNcv34dq1atwrlz57TV3BaP9u3bY/PmzSynIT09HaGhoXJL1lR51qWlpThw4ABxekJDQxEXF6dyhnlVVRWmT5+OmpoaSCQS3LlzB69fv8bu3bthb28vc7yizACapvHZZ5/h8uXLKvPEvsW/B5q26ZqCNrNZWkKmTHOipqYGJ06cYGkBaAoSiQQffvghiy+SpukWI2YjDZFIhHfffRf+/v7Ytm0bBAIBBAIBdu3axZokVFRU4J133iFZ369fv27ytvL5fGzfvl0mWxgA7t+/jw8//LDBoODVq1dlMpmlUVlZKeP/ODo6Yvfu3XLFfrKzs7Fr1y7WNmm6p8Z8Z3FxceTahoaGGDlyJEaNGoWOHTti0aJFePDggdrXloa+vj4OHz6Mq1evYtmyZQ0eP2jQIJly8JcvX+LWrVuNFjSr73lJ75N3nDbGNKFQiD179uDWrVtYuHAhq38FBwdj3bp1WLNmDc6cOaPxe7+Feti7dy/hHvX09CSl8fUhNTUVO3fuRPfu3QkFxb/VnkskEnzwwQcszn959qmqqgozZ84k2cbSmjr379/H4sWLlU6O+u677+Dp6Ynp06drRJS4Lng8HsaMGUMWwm7duqVUBTBQm6x18uRJFl1TWloaBg4cyJoHVVRUyCxSuru7Y+vWraxsU0NDQ3C5XNy7dw9Pnz7VGP3fpUuX8OTJE4wcOZJVIZOYmIhZs2Zh7NixeP/999W69tKlSwkV5c2bN4loo6bA5XKxefNmBAUFNXtmbkuAjY0N9u7dC2traxgbG+P8+fONSlTw8/PD9evXyYLFnTt3CGc1U8XcHKhvXOrWrRs6d+6MUaNGoXXr1qAoCl9//TUmTpyI6dOnN6rdM2bMwKxZszBv3jylxwFNQaPB6KbMlDI1NWWpayuChYUFERQsKSlBWloagFouGDs7O/D5fNA0jRcvXiAtLU2plfri4mI8ePCA1cbExESkp6fDxMREY6IA6sLExKTe8vumhpGREdzc3ADUZtXo6ekpldWuLgQCAezt7RsUQTA0NETbtm2RnJxcbzmhqampTNZKQEAAKedISUmBv78/mYwxZWwWFhakj+Tm5srNJC0tLUVMTAxomkZFRYXWxRJ0dHTg4eEBNzc3uQFIZcHQ2ggEAjg4OEBfX1+DrXxzQFEU3N3d0alTJwQFBaG8vJxkRfJ4vEY9YwZisZiIL9E0jZSUFBQUFMDHxwfZ2dmktFlXVxceHh7IzMyUMdB2dnZkHGT6mJGREaysrGBnZye3nQUFBQon7vfu3WNler/FvxMtNfu5JSI2NhYVFRVayX51cHCAmZkZnj9/rtGsIaBWPJcRRC0vL8fLly/J+/Lw8ACXyyXianw+H7m5uVrLnHjx4oVWrqsNPHv2DGKxGJGRkUSIrq6QlUQiwZMnT5rcsWfAiHsHBgbK5SvlcDjw9/dHUlIS8YGMjY3llsAy77ympgbPnz+vtw+4ubmhY8eOCAoKglgslgmk5OTkEF9c0ygvL0d5eTmAWh8vIyMDJiYmCAoKUmsRJS0tTcYOOjg4oFWrVvDx8WH9Di6XC09PTxL0SEhIIJNDS0tLBAUFoaCggNjg0tJSlX2Eph5Llb1fTU0NMjIyYGxsDENDQ3To0AE1NTXo1KkTkpKSkJ2dDeB/WbfanAO8hXJo164dPD09weFwkJ6ejrt37wL4XzapNAwMDNCuXTukpKSQd1lVVYW0tLQ3KhGnMRCLxSgpKcGLFy8UxgpomkZUVBRrG5MYVlhYiLt37ypdEeDm5gY/Pz+tUTJwOBxYWVmRMcjOzo4EgSsrK8nYxVRUSveJ6upqWFhYQCQSEaqiqqqqBhf7mPlScHAwK8BaXV2NjIwMIhqsKeTl5ZGqeKD2/bx69QpPnz7F3bt34ejoKLfN1dXVDSb8ODs7o1OnTnjx4oXWxjMul4uqqio8fPiQtb2pg6U8Hg82NjYoLCzUysJIQ3B1dYWnpyeCgoJgaGgImqZRWlqK7OxsWFhYqPX8jY2NERQUhKKiIhQUFCAiIqLJE6xUtedmZmbQ1dVFp06diD/DZEY3FnZ2dggKCpKJ5zBzAenkX7FYjBcvXmiMv1ujI1xLzZRqCCKRCHPmzFGa/zAiIgJdu3aV2S4WizFy5Eh06NBBG818YxEYGIgzZ86Aw+GgsLAQXbt2leGHbK52nT17FosWLapXVKhv377Yv38/a5v0wGdvb49Lly4BqO0DgwYNwrNnzzBjxgwIBAKIxWLs2bNH7uTr6dOn6Nu3L2uip004OTnhypUrePr0qQyvqTqTnOTkZOzYsQOxsbEabOWbAz6fj507d8Lf3x9cLhf379/H7du3tXrPgQMHwtzcHLNnz8bGjRvx6aefAqh1XMPCwvDLL7/g22+/ZZ3z7rvvklX78PBwDBo0CEuWLMHChQsVrriHhYVh4sSJcvc1RxnPWzQ93lSb3tSgaRpLly5FfHy8Vsbw5cuXY+zYsQgMDERycrJGrz19+nR89913AGppA3r27ImamhoIBALs2bMHJiYmLKGct0Gk/yEmJgY9e/bE119/3eLo0ABg9uzZ+PLLLxVOVDp16oRbt25h0aJFJCuya9euOHHihMJvNi0tDYGBgcjNzZW7n6Io/PHHHwgJCQGfz0dERAShBWHQVPQMJSUl2LdvHzp16oQBAwaodY1NmzZh8+bNrG2//vorFi5cKHOsiYkJTp06RYI7U6dOxbFjx1jHXL58mfBHq/McmnosVfZ+TLZ7SEgImR/5+vri5s2bWLp0KTZu3AgAuHPnDrp27ao1sca3UA5cLhebNm1C9+7dlQpk+Pr64sKFC/j444/Ju/wvgcPhYMOGDSgpKUHXrl21njjUHOjSpQs6d+4MoNa2MWNXZWUlDh06xArU2dvbIyIiAn///bfSgoM8Hg9bt25FcHCwTJ/LysrC3r17tT4uMBnuYWFhEIlE2L9/Pw4dOiT3WGXmOaWlpRg7dqxaVKANQSwWY968eXLHYHt7e0ybNq3J/DETExPMmDEDt2/fxpUrV5rkntJYu3Ythg4dytIICw0NxZMnTzBnzpxG6ULcuXMH9+/fbxYaNU3Y86+//hpHjhzRWvxIR0cH+/btg5eXF9lWXFyM4OBgxMfHa+QeKgejW1KGU0lJCTZt2kQyESdNmgRPT08AgK2tLXr37g0zM7MGr8PlcjF79mykpqZi+/btDXZImqZlXrqHhwcmTZrUbJyALRkcDgcCgQBnz57FjRs3kJOTQwZ5Dw8PODg4NGogUYSEhARIJBL4+/uztvP5fLz77rswMzPD6tWrERkZKfd8fX19vPfeewgODpbbPpqm8fTpU1aZEk3TcHFxgYGBAQQCASlXkv5mnJ2d0bZtWxgYGMDc3BxffPEFq98kJCRg9+7djfnpcjFz5kyy6pWWloawsDD4+fk1uuSa4UW2tLREQEAAYmNjcfToUQ21uuWiV69e6NevHxwdHVFeXo5Hjx4hMTFRq2MAk1VUVVWFiIgIJCYmgqIozJ49GwEBAdDT05PLL3blyhWIxWLMnz8fbdu2xTfffIOuXbuSfh0TEyOz4PLixYu3vND/AbQkmy6NltouRaipqdHa98Lj8WBkZIRly5bVW756+PBhmbLhadOmkcqkiIgI/PPPP6z9t27dIsHojIwM1mSQEbXicrlaDSDa29ujd+/eePTokYyIXlPBz88PI0eOxP79+wknKlA75s6cORMGBgbYvHkz6x0zvmBzBdZmzpwJQ0NDmXYxuH79OlavXg1/f3+5tG1mZmbo2LEjRowYAXNzc2zatAmvXr3CqlWrMGrUKBkxqSNHjuDOnTsk87gu7Ozs0K5dO6SnpxOx49TUVBmb2JTftkQiQUpKCsLDwzFixAh4enoqfF7yIBaLZd7vmTNniKZDXFwc2V5eXo7ff/+dVOXJEyWTztL7t0Fakwf4n+9fl0f9rV/RMsDn85GXl4ctW7awklNSU1OxcuVKcLlc1NTUICsrC+bm5hAIBBg2bBisrKxY16FpukH78KbZc3ng8/mwt7fH119/jStXrsgssknD0dER77zzDhH+tbCwAI/Hw7fffqvwWZWWlmLTpk1wcXHB2LFj0b59e239FAC1mcy///47goKCMH36dHA4HFRUVGDTpk3g8/no1asXKIpCQUEBduzYQcatiRMnIjg4mGSWfvvttzJ2UxGkhTKvXLlC+h3DhauNPpKfn4/Vq1cD+F9mNBODaMx4fObMGbx+/RrZ2dlaS9Cpe10ul4t58+bBxsamSeyItE5bc1a0HDlyhMUdTdM0YmNjUVJSgmvXrrFsjLW1NebPn69wkY3D4bAYDORVgrxJEIlEEAqFWLp0KWJjYxXqVwCAubk53n33XTx48ADnz5+X2c/lcrFgwQJSjX3p0iU8ePAAfD6fFQcTCAQa/VaVDkYzkxF5L4zZzuyT5szTJKSvKRaLkZeXh3Xr1iE3NxcCgQABAQEkGG1jY4OePXsqvI50J+VwOJgxYwbS09Nx6NAhlJeX1zu5YEjPpeHl5YUVK1bg9OnTiIqKQlVVFcvg1CcIATROsLCuqCOHwwFN06iqqmoRTp9YLEZlZSXOnDlDRBuY5+Hh4aG1TPKkpCSkpqbC3d0dHA4HOjo6qKysJKqpqampGDZsmELHQE9PDx9++CEpYQZkxQqjoqJkVoYcHR3h6OjI2ibd55ydndGtWzfo6OjA2toan3zyCUsI4fLly9izZ49GJ/8URWHChAno1asXJBIJXr9+jRs3bqBNmzYa4f9s164ddHV1MXfuXJw/f75Zg9HSg6RIJJL5lhkVbKDWEWG+EcZpFIvF9ToWzHG9evUivOepqam4ceMGmYxpWiSoLioqKnDr1i0kJiZCIBBg2rRp6NKli8JxNywsDBERERg6dCg8PT3x0UcfAfgfZcfz58+xatUqjbXvLd4ctNQJoqbb9aZPhnV1dbFo0SKF+xn+yvj4eFbp3JgxYzBw4EAIBAJs2rQJV65cQXV1NbEvt27dwq1bt+Res6qqikULoq2xzd7eHq1bt0ZiYqJGgtE8Ho+MhdJjfH3w8fHBihUr8PDhQyQmJpLfTVEUpk2bBisrK+zYsYN1LcYWMKLM0s8VqB1ftRXEpygKU6dOha2tLfbv34+SkhKIRCJi/8RiMW7fvo27d+9i1qxZhKZJGk5OTmjfvj369euHgIAAHD9+HAkJCVi1ahVat25N/GkGx44dw/HjxxW2ydbWFj169EBKSgpSUlJU/k2N8YPrQ0ZGBjIyMjBt2jRUV1fjwIEDKC4uVjuAcOHCBVy4cEFme0VFBf744w+55zB+sLYXLpp7nGO+N+nf+baSqmWiuroaqamp+OGHH1iZvunp6fj+++/lnhMSEkLm1sxc+J9//sGjR4/q7dv/FntuYWGBxYsXo7q6GpcvXyYBGmk7KRAI4OrqimXLlrF8ckNDQ/wfe98dENW1fb3uVHoH6V1BAREFKaIitoi9d7FrNL68JL60Z4oaU41pRmPvvfcaCyoKdkUQARGkK70Ow8x8f8x3z5vLFKaBmB/rL7hzy7n3nnvO3vvsvdZ///tfpe0uKCjA9u3b4e/vT/jltRlH1YVQKMTatWvx7NkzjB07llQv//777+jSpQsWLVoEiqJQWFgIPp9Pjhs9ejTGjBkDQKo/5Ovri/j4eLWC0fX19aSvXbx4Ed9//z0AwMXFBTNmzNA5RqIIpaWlWLdunV4oBXg8HllQO3v2rMKAXnOCzWZj9uzZsLOzw/bt29HQ0KC2jaHNM2y8P4fDYfQFZVDke+sCVTGFxvZrYGAgIiIiFOpVKAIds2yN1TrK3hm9SM5ms8li14cffoizZ882GYz++OOPsWHDBtJ3Ze1Yun/REAgESEpKIgK39Dinb9tW7WD07NmzkZaWplRB/cyZM2TQ7Ny5s0IaC13A5/MxZswYkt3xww8/4Pz58ygpKcGgQYOwYsUKuLu7N3keiqIwZMgQuLi4kOCgWCzGsWPHYGlpibi4OPz5558qlW7DwsLw559/MjoIHdCLioqCt7c3xo8fzyhjNDExwdixY5V+HLoIFtLbnJycMHjwYJiZmaGiogLjx49/Y1yFskhISEB4eDiDpsLNzQ3vvPNOswghKUJgYCDi4+OxcuVK7Nq1C+PHj4dQKNT4Y6qursbBgwfJZKoObxOLxcKwYcOIE2tiYgKRSIQjR46QRY3w8HAEBgZqeFfqQyKRYOHCheT7UcWRrS3q6uqwe/fuN8olbGJigr1795Iy2S+//BLHjx9n7LN8+XK88847AIDjx4/jyy+/BCBdwNq3bx/OnDmDb7/9Vuk1OnTogB07dqCoqIiME7QoINByIkGA1BD08PDA7du3UVhYiJEjRyrdt66uDhMnTlQ4BrUJEbbhn463ORCtDiiKwnfffYfp06dj/PjxJIP6gw8+wMaNG7Fnzx6MGzcOERERmDNnjtKKIBr19fWYOnUqnJyc0KtXLzk1etnr6go/Pz+Eh4fj7NmzehH5++STTzB27FgAUlqif//732of+/PPP2PWrFmYMGFCk1yovr6+2L59O5ydncnzoikYAKlt2dyUZB4eHrh69So2bdqE1atXY+PGjXB0dMSRI0cgEolAUZTSCsG8vDxs2rQJgNTJ3bZtGxITE/Gvf/0Ly5cvlyvHlxXjag7oYgerC3d3d1y5cgVbt27FqlWrtD6Ppjh16hTCwsIQFhbWrJoub3qcu337Nh49eoRDhw4RsTd9csC2QT+gK+XoSjt1sWrVKuzevRuAlNLnzz//RGRkJPz9/XHw4EFSqdzceFP9PCMjA1OmTEF2djY4HA42b94MiqIQGxtLFgN37doFsViMyMhIRgJfeHg41q5d+0barQq0jw78T6OmS5cuah17/PhxLF26VK15u6GhAbNmzSJZqXR1iTp40+MaIE0I2L17N4qKijB//vwWo5tSBDs7O8yaNQs3b97Ew4cP1TpGH89w8uTJSheqZPHrr782S4V3cyA8PBwdO3bEoUOH3ggftiooemc0bU779u3Rv39/LFu2DFVVVbC0tNTqGu3bt8eOHTvg6uoq99vChQsxfvx4eHp64t69e5gzZw5JPtbnQpnawWh7e3tUV1fLNTY/Px/p6enIy8tDYWEhAKnhocpo5fP5aNeuXZMfRm1tLYqKitC+fXu4urrC3t4edXV1SElJQVJSEtLS0tCtWzeEhoaqFcgzMzODq6srHBwc5NSrS0pK0NDQgPLy8iYn5oaGBlRUVDDaTwcVzc3NIRKJ4O3tzegYBgYGzZItLgsej0eea0lJCVJSUvTOL6kNqqqq8OjRIwDSD8vBwQHOzs5q9QF9gC43CAgIQGhoKNLT0/HgwYMmxQloVFdXk4WFmpoaFBQUqGW8yWasW1tby/0uq8qcm5sLc3NzFBQUICkpiWxns9kICgpCTU2NXPm1ppDltKK/BXVWOBVBWYbc69ev31iZNSB9Xr6+vvDy8gIAhhNuZGQEGxsb2NnZwcLCAoB0Qnd1dYWtrS08PT0RGBhI+iogNT6CgoIYpUm0ONPNmzfJmNcYLZW1YWxsDGNjY1RVVaGgoADZ2dkwMzNDZGQkAGmQ+dGjR6SMUp3MhTa04W3Bm84CfNOgHUc6o4OiKJibmzOeSWZmJthsNsRiMWxtbWFlZSVH2UBRFDp37gxTU1MAQHl5OcrLy1FXV4eqqqpmf85lZWVEAFJTeHh4MKqXACm/YU1NDYKCghQGg21sbODr64unT58ykgYoioKnpyfEYjGx1+gKqJycHLnMGUNDQwQEBIDP56Ouro4II7UkDAwMEBAQQAS9q6urIRAIYGdnB7FYrPK91dfXkzmMy+XCxMQEtra2cHV1JWX59+/f17topio0Z18rKiqCgYEB/Pz81BJA1ydKS0tRWlqKTp06qR2MfhvHt6qqKpSXl8PAwEChmFsbWg804fssLy/H9evXcefOHTLGGRgY4Nq1a6AoCgKBAC9evIBEImGIt9Og/YPGFD92dnZEGKu19veKigqUlZXh9u3bqKmpwYMHD2BnZ4fIyEgEBQWBoihERkaioaEBXC4XEokERUVFePToESMYbW5ujqysLFLF7ODgwKjS5vF4CA0NhY+PT4ven6yPrghcLhfdu3cnlJQ2NjZEVC8hIUGjOU+W1sjNzQ09evRAYWGhVoE0dfsLLSZPJ4TRc+ODBw/Upmfw8PCAt7c3unTpwrgH2keXTfIRCoXNPm/S8Z7GYnM0NP2W1N3fzs5OrXibnZ2d2tduTtAi0hRFITAwUOE9mpmZydFJNQf0KQj/+vVrGBsbIzs7GzY2NnLV+Irg5+eHzp07g81mw8nJCT169MDjx4+JMKtsdUxFRQWJHdBZ0fQ4QdvHXbp0QV1dnUI6Mk2hEWe0p6cnPDw8GNs2bNiAJUuWMFaInjx5ojJw5uTkhBkzZjT54nNzc7F7926sXbsWEyZMAEVRuHDhAsaOHQuxWAw7OzscOnRIqVHZ+MV36tQJHTt2VNoZUlJS8MknnzRZUpaYmIjo6GjGtuHDh+PgwYMAAEtLSxw6dIjxTCoqKrBhwwaS2t4aJ9yWAJ3hbmFh0SLPQCQS4cSJE3BxcUFsbCzeffddTJkyBaGhoYwMJlXIzMxklD2ouxqqyf3RwncbN27Eq1evyDVMTEywZ88eJCUlqcx61RT+/v7o168fo42atPdt7L/u7u4YM2YMsrOzsW3bNgDSd0lnEvr4+MjxYbm5ueHMmTMMfinakFSFN/F8SkpKsHPnTkRGRuK9994DIB2revfu3VYm24Z/BBrPnW/jOKRP1NbWYv/+/YxsNHUW1BuDFrPq3r07AGk28bVr18jvzf2cDx8+jHPnzmlVJvnuu+/igw8+YGxbtGgRvv/+e9y5c0fhMdHR0di1axcmTJigknYCkPY5+vytnVdQJBJh4cKFcHBwwIwZMzRSWBcKhcRunT59OoYNGwYnJyd069ZN75mtqvpTc/a18+fPw8bGhlGG2prxto5vfD4fmzdvRkpKCvr379/qv5s2NI0HDx6gb9++jHcp6wvTCQ8dO3YkVSmNcenSJUa1LkVRmDRpEry9vcn/rQGN7YyUlBScPXuWZHqKxWJMnjwZ33zzDYlj0CL2dXV1iIyMxOPHj+X6fV5eHrZt2waKogitIZ0YA/wvdtBangONxjENFouF3NxcDB8+XKmQrTqYOXMmPv74Y2zevBmFhYU6U0gog6mpKSZPnkyOmTp1KmpqahAWFqZU/6Ax3n33XXz44YdgsViMYDTto8tW5r969QrdunUjiXBvAs31LN82CIVCzJ07F3w+H5cvX5aj2G1J6PsZZ2VlYdu2bRg1ahRDXFDZtX/66ScMGDAALBYLY8eOxYgRI9C3b1/cuHEDAwcOxOeff45ly5YBkI55/fr1Q0NDAwwNDXHz5k3G+YyMjLBr1y6kpaVh6NChOt+L2pbqhx9+qHA7HTlvDFUBu7KyMpw/f57xYry9vfHuu++CoijU1dXhl19+QVpaGsRiMQ4cOEAmsPT0dEYWkCpC9cYvXlmZqVgsRkJCAnJzc9Xm32nsND18+BAfffQRAOnA99FHHxERE0CawRgdHY0XL17onOHaGGw2G2FhYSQ76MCBA7h8+bJaFBJvAuoE8/QJiUSC0tJSnD9/Hr6+vnB0dMSnn36KW7duEQV5Raivr8fVq1fJOVqinSKRiGHA1NXV4bvvvmOIJGqKHj16YNSoUYxtjo6OcHV1RWJiIinn1tciSZcuXRAeHo7t27crLB+ysrLCRx99hLt376rkNtIH/P39MXDgQABSriS63zUW2Xn06BFev36N8PBwRERE4OeffyZtNTQ0ZDj1FRUVSEhIaBVVB40hkUjw/PlzCAQCJCQkIDU1tc0RbEOrhD7465oDmrbLyckJfn5+cHV1RVpaGn755Re9cBMCUkqguXPnkhJaWTx69AjZ2dly3G18Ph/R0dFkAapr167w9vYGn89HXFwcjhw5IpcRJxaL8ccff6B79+5YtGgRQ8OgOWFoaIjw8HB07twZ0dHRWLt2rcpsvXfeeQf9+/cHIF0kpunSFAVdq6qq8M0336Bdu3b4+eefsXv3bkJNQh8zffp0+Pn5YeXKlSrbqWwMzcnJwccff4zBgwejV69e6t621mg8d/711184deoUAOmCNkVRCAkJgZOTE9EO0TQ7CpDOiSkpKSgsLMSnn36qkHM7MTER+/btU/u8su14UwkZEokEVVVV+Pvvv9uqhJoZsmPIiBEjEBISgl9++UWn4FUb3ixov5cWy2pcYQxIK4cbB/gcHBwQEBCAy5cvIyUlhWxvKb9KVzsjMjIS/fr1Y2zr3r07Y97hcDg4ffo0zp49i9zcXDJn+Pj4kEClubk5uWeBQIC4uDhSnRoQEABHR0e5JD0LCwssX76ckbVI49q1azh69KhG96Yunjx5QmIailBZWYnKykqd3iE9Dze3vdE49nPv3j2UlZVptPhNx5sAqV32888/4+DBg3jy5AlYLBajL6jSB9MVIpEIq1atQvfu3bFw4cJmuYYuoO0yOnaiL8ycORMODg74+eefFX4LinD+/HmcOnUK2dnZYLPZ+M9//kNEdf/9738r1NF426COeCy938aNG/HgwQN8+OGHuHXrFo4ePUrodUQiEc6fP08SW/Lz8yEUCjFo0CAMGDAA9vb2MDc3x8qVKyGRSMDj8WBnZwcej4eff/4Z+/fvR0JCgtb3oXYw+pdfftH6Io1RVVUl12g+n4/Q0FA0NDSguLgYT548IbQCFy9eVKhaK5FIUF1dzeA7baySqQ7oUjJdsj8yMjLIM7Kzs8PUqVPB4/FI6Qafz0dISAi4XC7S09Ob5CvWZAKl0+Vpw+DixYtYv3691vfyT0R5eTni4uJgbGwMd3d3TJ8+HU5OTli/fr3C90BPJvfu3SOly9qCfpeq3indBlnF0oaGBggEAmzevFmn63fp0oUsJolEItTW1hLR0fv370MoFGqUQdUUOnTogDFjxiAhIUFhMNrMzAyxsbEwNDTUKBhtaGhIjAFF4px8Ph9GRkaora1FdXU1OBwOPDw8FAZyGiM1NRUFBQXo0qUL/P39VfKl1dTUICEhQSexA12c8aaOzc3NJdnfeXl5bcHoNmgNffRT2XPI/q3peZszgKVLu9q1a4ewsDB06dIFqampWL16td6C0e7u7vjggw8UOmrp6ekKS+BpW4PGuHHj4OXlBS6Xi6SkJGzcuFGODkMsFmPv3r1ITU1FbGwsamtrUV9fTxzF5gCHw4GpqSm6d+8OPp8PkUiEkydPqgxGBwcHY86cOQCAW7duYe3ataivr0dVVRWMjIxIW/l8PuHzHDp0KI4ePYqkpCTyvFgsFgQCAfr37w8/Pz+sX7+eEQRgsVgwNjaGQCBQ+S6Liorw+++/w8TEBF27dm32sdbCwgILFizAvn37cP78ecILTbeZz+cjICCAaCboEijIyMhAfn4+5s2bx0isoLFlyxa1g9GtKeuqtrYWiYmJzc5/DUhpDBrbVopsrZYa27S5pj7aFh4ejilTpmDTpk1twei3HDweD1ZWVpg1axahw5NFSkoK9u/fT3yompoaWFhYEK50IyMjRrBaKBSivr4eXC5Xb9+Avu2MoKAgDBo0qMljZROcaD/O09MToaGhcvuKRCLcv3+f/G9ra6uQzpHH42HWrFlgs9lyY4eBgYFcbKS+vp7QQ7BYLBgaGhI7rLa2Vu05Sjam0ZJoiYXK5ORkFBUVaT1fOzo6Yvbs2UhOTsaTJ09QU1PDiEPV1NTA0NCQ0KHV1dXprTpVJBJh165deP78ORYsWAA2mw0ul6uWSLMqKLPTm2oLHU+gkZGRgd9++03v1bjDhw+Hv78/Vq9e3WQwmqaUuHr1KkNQ+LfffgMgzeqdNm2aymB0c/roukCXcx8+fBiPHj3CjBkzEB8fj19//ZXxe0JCAhISEkisxcjICNHR0Qzh9MZViJaWlvjwww/x/PlzOboOTfq9/iJQesLKlSuxdetWtYixX79+jQEDBjAGaFq45U2iuLgYAwcOxMiRI+Uybnx9feHs7IwTJ06ozKxsTcb7PwEFBQU4fPgwnJyc0LNnzyb379OnDzp16qSUj0kTqGMUURQFLpeLcePGEefy6tWreufby8zMxJgxY0gwory8HJaWlkRJuSWQm5uLqKgojYQCuFwudu3ahU6dOgGQjhONRUY//vhjjBw5EgsXLoSBgQGGDBnSpACVLCorK7F161Z07twZUVFRah+nDXT5vtU5lsViYdSoUcjNzcXBgwffqNBGG95e6KOf6otWoznnRH2ce9GiRfj77781GnNaAmfOnIGtrS3Gjx+PiRMnok+fPoiNjcXt27fl9k1OTkZYWBgJRo8bN05h9ps+8M4778DT01Ojssm1a9cSVfXa2lqIRCL8+uuvOHDgAA4dOgRPT08AwGeffYbJkyczqK369OlD5nNTU1Ns2LABgDQYMn78eEYA39nZGVevXsX27dvxzTffNNmudevW4cCBAy1WLTNu3Dj06tULM2fOxK1btwBIF5179OihMHDchjeDb7/9FjExMYxt165dY4h5A29mbFP3mvpo28qVK7Fhwwa9Ch614c1g8eLFmD59OlxcXFTuFx0dDSsrK4wYMQIlJSUYO3YsVq5ciblz52LkyJGkIvP06dOws7PD+PHjSQBXV7wpO6N79+6YO3cuY5u6PuTly5cRHx+v9PdOnTrJ0YNOnDgRffv2ZWxbt24dCSJ37NgRe/fuBZfLhUAgwLhx49Smp3xTeBtiH4mJiZg5cyYKCgpQWVmJYcOGMewYc3Nz7Nixg2gWvf/++zh37lyztCU0NBSdOnXC/v37daqG18ZOT01Nxfjx4xnc2LW1tW+cFvLZs2eIiIhg6HJpin+qr5KVlYWePXuS8bcxuFwuduzYQWg/1LX/lyxZgkWLFjG2ffTRR6RyryloFYzu0qULTE1NcfPmTUYpqKGhIW7duqVVxmBJSQkuXLiA27dvM/h4VEEkEjFE2QBpJF4kEsHMzAyenp7Iz89HeXk5cnJyGKtgpqamCA0NRVZWFjIyMvSWySTbrnv37pEBiC5HNTAwAJ/Px+vXr5Gfn4+wsDDk5uYSGhIejwdnZ2dGYFDRSoiBgQERQZHNpm2DYtAZ9/RAeevWLQafJIfDQXh4OBHSoAUoFYlwNNdAQ1GUnOilPpCdnU36YXZ2Np4+fcro7/SquSI0x/0KhUK1v3EA8PLygq+vLwICAgi3nKwwIY2SkhJkZmbi2bNnMDMzQ3FxsUYZQWKxGKWlpcjPz0dGRgYcHBwYVRYSiQR5eXnIy8trluelz2dNURQsLCwgFArh5eUFS0tL0rdKSkqUcqm2oQ2aQJmQKcA0mppr3NQ1608XCIVC5OTkgKIo8Hg8PHjwQKFYnqbo0KEDKevt1q0bKIpCcnIyCeQYGxvDwcGBwROtCnTGzvPnz2FjY4MOHToorR4TCARIS0sDIJ0TlTkV+ni+pqamZEzKzs5GcnJyk85DcXGxHGXVq1evUFNTg/r6etTU1BCeRh6PBzc3N5iZmSEjIwMSiQTW1tak3fR5JBIJLC0tIZFISFY2h8OBl5cXgoOD0b9/f9y5c0elo6eoXYrQsWNH2Nvb49atW2qLNTo6OsLf3x/37t1DTU0NLl26hI4dO8LHxwfe3t549eoVAGkAXVFmXWNo8u5EIhGysrJga2urMouIw+HAxcVFpePS1HVbeu60sLCAl5cXnJycIBQKkZCQoPfM9levXiE/Px8RERHg8XiQSCSMbMg3iebO3srJySHVpq9evSL9tA1vF1gsFsLCwlBfX487d+6gpKQEz58/Z/jednZ2ZBGsoKAAgJRL19zcHGVlZWQOKioqkvPFZecnDocDiqLg6OhIfDGgdQkbVlZWylVGGhgYwMnJCQKBQOsxsKqqSuWcnpeXp7BqiMPhMJ5X9+7dMWDAAABSsXUfHx9kZWUhOzu7RYVo1UF6ejouXrzIyCrWBMrsT3X6iomJCfr27YuMjAxi86gLQ0NDuLu7o6amBuXl5YTqgIa5uTkyMzNJwpW6vNSaoLy8HBcuXCDicupSV+gTtGhzS/Sr+/fvo7S0VK1At6wdq0+0pnFIWzQVf5FIJMjPz4ezszNCQkLUTlK0t7eXsxF79Oihdsa+VsHoL7/8EkFBQejatStKS0tBURRWrFgBd3d3hISEqO0kyeLx48eIiYnRWwaft7c3vLy8sHv3buTk5GDfvn2MAFxAQABWrlyJX375Bbt379bLNRvj8uXLuHLlCgDAxcUF9+7dI87CpUuXkJGRgR9//BFbtmzBzp07AUgn9Tlz5jA6gKLOb2dnh8mTJ7/1H8abQF1dHebMmcMQ0jAxMcHWrVtJEODYsWMKFYLfxud94sQJnDx5EoDqsl1F99Ya7nfy5Mn46quvmmzLn3/+iTVr1kAikajMDmvqPM+ePUNaWhqmTJlCMu0A6bM7d+6cyuye1raaamNjg8mTJ6Nv377o0aMHAKk4WZuoUBv0AXXHjOZcwNNkuz5RU1OD/fv3o7a2VuWCnqaYO3cuKYWjuQ5///13Qr3l6+uL8ePHa3TOyspK7Nu3D6GhoYRzWRfo+/keO3YM77//vs7PMD8/H7t27SLnoe91165dAFT3zYyMDOLsW1lZYc6cORg2bBgGDx6M/v37E1tOFyxcuBCTJk1C165d1V64GDBgADZt2oRhw4bh1KlTGDNmDBYsWIA//vgD/fr1U1gqT0PXb1EgEODw4cPw8/PD6NGjlR5ramqKcePGqVxAbyrzqqXnzo4dO8LPzw+xsbEoKSlBeHi4XpNSAOC7777D9u3bce/ePdjZ2en13LqiOcdImnLnxYsXbVVZbzn4fD7Wrl2L4uJi9OvXD3/99Zec1s7QoUPRtWvXJs+1bNkyHDt2TK5PVFZWYu/evQCk/XL69Olwc3Mjv7cGP4TGixcvMHz4cMZioqOjI2bOnCnH99wYutyH7PzU+JzTpk0jvuv48eMxbtw4xvW2bduGFStWtLpvcfv27dizZw9mzZqlFX+vLvOIq6srli1bhl9//RWffvqpRtft0qULTp8+jffeew9r166V+728vBxTpkwh/zfHc09OTsbgwYMBSBMS58yZA1tbW71fp7Xg66+/1qudrQ1a0zjUXGhoaMCiRYsQFhaGuLg4nSrmP/30U3zyySdq7atRMLp79+6YOXMmunTpAmtra6xatYoYb35+fmCxWBg0aJDSjA+xWIwbN24oTQ+nO5mBgQE+//xzvHr1Cn/88YcmTURJSQk++ugj8Pl8UBSFd955B3369MGmTZvk9m2JjkXfk2y7ACApKYlwOakLOhMGkBr/tKP6NoHL5aJv375gsVh6z85UZ9Xq0KFDSE5OZqjcTpo0Cf3794etrS2Kiopw584d5OTk6LVt2sDf3x/Ozs7o2bMn0tPTsWbNGq3PpWgAZ7FYWLx4MVxcXHQSSASAwMBAwlNpZWUFiqIwe/ZsdO3aFd98802TC1T29vb47LPPcPXqVTke6VOnTpFsCy8vLzlRDR8fH/z73//Gvn379BIwAFpGWEVfUNXv6e2pqakoKSnBtWvX2kQN29CG/w9dMh0sLS3x888/48aNGyTYqQ9QlLzAb0BAAAYMGIC4uDgiWKJNuyUSCVgsFj788EP06tUL33//vc5cg5rCxcUFnTt3ZtBa2NraYs2aNfjll1+IsNzAgQMxbNgwrFy5kpF5xGKxEBkZyVhw5HK5uHPnDhHto6FLpi0gTSjYu3dvk2J3Q4cOJY5heno6Vq1apXCM3bt3L+7cuSM335qYmGDJkiVIT08n9FMWFhZYsmQJyY5fuHAhwsLCsGLFCrx48QInT55UWv2jb8g+09LSUnzzzTdEDJLG22aPytIIubi4YPXq1Th+/DhOnDih1+uUlpZi8eLFiI6ORmxsrFrH/BMysABplcfatWuxb98+XL58+U03pw0aYvjw4Rg6dCicnZ0ZVSv0eGBra4vQ0NAmKTtk0di2XrRoEfz8/BjbfHx8IJFIcP36dY1sVX1/N1VVVbh27RoSEhKIUGBJSQkEAgG5Vo8ePeDk5PTGvleJRIKbN28iKSkJgDQRz9fXF4C0JP/HH3/ErVu3Wq1P09DQgKtXr8LZ2Rnh4eEtRheZn5+P999/Hw8ePFD4O4fDwSeffEL6dlhYGPmNnusCAgIwZMgQAEBhYSGD+qylxDkB6TO8cuUKnJ2dERYWpte+KJFIcOvWLdTV1SmlOB0yZAh5DhkZGfj55581+m5p+8fCwkLpPmvWrFGYIKgIzs7O+OSTT3D+/HmF83l9fT2+/vprRiU6i8WCjY2NXvWzaLTEfF5eXo7ly5fL2WWqQFEUPvroIxgYGOD7779nZJ2r6r9JSUlyyRSdO3eGq6ur3PnVvW+NnrqXlxemTZtG/m+cnVNSUoIuXboodW5EIhFSUlJIAFsoFJJSFw6HQ8jeTU1NMXnyZDx79kzjYHRVVRW2bdtG/h8xYgQ8PT0ZA5yJiQnMzMzkHhKbzYapqSlqa2v1niHRuF2AtISmMSiKgoGBAbhcLlH+pjuInZ0dunXrhsrKSohEIpSVlcHQ0FBvdA4tARaLBVdX12bhFFKn09+6dYtwLNKIjIxEbGwsBAIBXr16pdHH3Jxwc3NDhw4dMH36dFy7dk2nYLQiUBSFvn37wtXVFTt27CC81eqCXvABpGNDQEAA43daHGrDhg0Qi8UqS5XMzMwwevRolJWVyQWj7969S95JeHi4HIG+k5MT5s6di4yMDGJY6IPru76+HgKBADweDyKRCPX19a0yiKtOv8/NzcWLFy+wffv2tnLZNrTh/0MXA9HExASxsbFgs9laB6MNDAzI/N3Q0ICqqirU1tairKyMCOfW19fDyckJXbp0wf379zUaoxWBoigMGzYM3t7e2LhxI0pLS0mJJ20DAVKbrKlML0BzQ9vGxgbdunXDV199hdOnTwMA3nvvPSxduhSnT59GUVERAOlYP2fOHBw5cgSvX79GZWUlOBwODAwM4Ofnh3bt2jHO2zhrTBcHQCwWo7y8HLdv3ybc0jT4fD6jhByQ2hDz5s0DILUxtmzZApFIBIlEgsrKSjJvXL9+HdevX5e7nqGhIaZMmYKEhAQcPHgQgDTbLjY2FjY2NpBIJOjbty/c3d3xxx9/oLS0FPfu3dPq3rQBXQbM4/FQU1OD7du3EyE6LpdLkizeRtTX16Ndu3aYNWsW8vLy9B6MrqmpwY4dO8BisdQORv8TAtEA4ODggGnTpiE5ObktGP0WgZ4HIiIiMGnSJADS+cnAwIBhA9NjuaL+SgsTmpmZEXvc2NiYEXCiKArDhw+X4z0GpMG9+Ph4jWxufX839fX1SElJQU1NjUKflaIoogP1JiG7WMrlcuHm5gY+n4+SkhIcPHgQ9fX15LnTdkZrgUQiQUpKCioqKhAUFAQej9ciIq+lpaXYvHkzI14la//w+XyMHz9ezq8FQPxBJycnBAcHAwDS0tLw+PFjRlyLhrGxMdhsNiorK5slSC0Wi/HkyRNUVVUhMDBQ6TPUFA0NDaivr8fTp09RU1ODvn37Ms7L4XBgaWmJHj16EPsnPj4ev/zyC+O7peN7NJ2aLIyMjNCuXTtMnTqVUM82hkQiwalTp9QORltbW2P27NkoKSlROJ83NDTgwIED5H9DQ0OYmppi0qRJKgPi2qIl5vPq6mrs2LGD2M9Ngc/nw8TEBP3794ehoSF++uknMsaZmpqS7wCQPn/Z+MeLFy/k4mS2trZymfk8Hk8tHwLQMBj97NkzufIcWYjFYpVZNrSoFn3D8fHxZCWpW7du2LVrF1HgdXR0bDIbRRuwWCxs3LgRkZGRcjzL/v7+OHDgAH777Tf8+eefer+2OqBVig0NDSEUCjF27Fg8fPgQgHTij4iIwLhx4wjFxJIlSzB79uw30lZtUFlZicGDB8PT0xPR0dGtxugWCATYvXu3ToT3bxtEIhFiY2PB4XBQVVWFsLAwxuqvKvB4PEycOBHm5uYAIOec07Czs8OlS5ewb98+fPzxx0rPl5mZiYiICK25wwBpScjChQsBAC9fvsSlS5e0PhcAnDx5EnZ2dpg4cSIePXqEa9eutSojrg1taMPbjYULF+K9994DIFWynjRpEn7++Wfs3r0bJ06cAJvNxtGjR1FTUwM+n4/Jkyerbdw1BW9vb9y8eROrV68mQsudOnXCwYMHyQLcqVOnmhTF0dcczmKxsH79ehIYNzc3B4fDwbZt23Dnzh2MGTMGwcHBCA0NJYkLzdWuly9fomfPngorhqZPny5X1ivrwHTp0oVUfVVXV2P48OEKy6sVYeDAgYRTmM1mMzJ3zpw5g7S0NEyePFntBQl9OfAZGRlYt24dYmJi5BZ6Bw0aBG9vb40C0q0l81cikeDYsWOwt7fXmPqmDW34p4L2hdPS0ojPX1dXh7lz5zKCaarGoUuXLsHU1BTHjx8n9JSrVq2SE4RtvKjYmmBubo6ZM2fi/v37uHr16ptujlq4f/8+UlNTMXbsWHTq1AkJCQmM32/fvo0JEya0usSagoICrFu3Dr169UK3bt3kfm+J+cLX1xeHDx8msSFlwdHc3FwcOXKEkWDl7u6OefPm4fz580hJSWHs/+OPPyIoKAhDhgxp1hhDbm4u1q1bh+joaAQGBup8vidPnuDSpUuorq6Gp6cnZs6cydBr8vHxwa1bt5oM4IaEhGDnzp34+uuvsWPHDsZvX3/9NcaPH/9Gaaw+/vhjTJo0CSdPntQpBvE2YcqUKfjss8/wwQcf4O7duyQBl8vlYufOnQgODiYLD3Twnk5AUMR+cfXqVdy8eZOxbdCgQfDx8VGrPWoHo318fGBjY6OUYqMxlBmbstF2Z2dnQvBuZWWFR48ekQzmBw8e6CXz4+bNm8jMzGSsajo4OMDJyUluXz6fDzc3NxJga25UVVXh1KlTePz4MdnGZrNhbm4OIyMj1NfXkywpQPpMTpw4gadPnyIrKwuANKDv4OCA3r17q+WgvWmIxWLk5ubC3t4evr6+RGCyuSYasViMrKwsQrvh5+cHd3d3XL16lRFYlEgkqKioQHV1dbO0g76GpvcpFApx8eJFFBQUYNiwYQCkq/VXrlxpUrDAyMgIUVFRZECJj48ngwkNmv4CkK7edujQAVlZWSorA+zs7GBnZwdra+sm+xyHw4Grq2uTiqxCoZCUbNMwNzdHz549GVUNdnZ2OHnypEJxgtzcXGRlZcHd3V2r0vPG76e6upqsZAsEArXHPm2v19ygKAoeHh4wMDBoU7Vvg8ZQVyymNQSamrsNjo6OMDMzw/nz58lisTYoKCjA48eP0atXL/j7+2PYsGEQi8Xg8/nIy8tDQ0MDmf9ZLJbWtgn9PJ4/f47jx48jIiICNjY2cHNzQ2hoKIYOHYrr16+Dx+PB3d2dBKM7dOiAvLw8leOFtn0gLCwMAoGAOPkURSnkjXR0dCROoYGBgdqZK7r0AYqiwOfzFWYXmZubw9XVFdevX28yUF9XV0dErSIiIvDo0SOVXNHGxsZywd7y8nLk5+ejqKgI1dXVpA+oc3/6+gaEQiHKy8uRlZUFc3Nz9O/fn9hKXl5eKjUamrNdTUGdZ1RVVYXXr1/j2bNnsLa2xpAhQ3Dt2jW9z/fZ2dk4fvw4gyJOV7T0WKvu9VrDHNAG5fDy8iLUGBUVFYiLi2MEJ8ViMQQCAaqqqlBWVkbepSZZgzU1NaSiQigUgqIopQGnqqoqXL16leGni8VieHl5obi4GK9evXoj/YnNZsPCwgKOjo7w8fFBdnY2RCIR3N3dCZ2WskSc5oSq70sgEKC+vh7Pnz+HQCCAm5sbY9+XL1+2ym9TJBKhvLwcL1++hKmpKcnuptESY0ptbS0ePXpEFllkbTs/Pz94enoSMUjaLqPB5XJhaWkJNzc3uUC/p6cn2rdvj5iYGCQlJSmlBtEVDQ0NKC8vR3Z2Nnl2JiYmGtHIODk5Eb8+KysL5eXlCA8PR1BQEKytrRmV+Hw+n3CVi8ViZGdno6ioCB06dGBkhzs7O0MgEMhljAPSJMvG9A66oqKiAidPnmTogikCbZcFBwfD1dVVzt5rrfOrPvDq1Ss8evQI6enpRGiYbkNaWhqDisnc3ByvX79WaRPV1tbKBamzsrIgkUgIbZAqqB2MnjBhgrq7AlCPWL5z587o3LkzAGmjR48erfcShmXLlun1fPpEfn4+Jk6cqPb+u3btkisH3rJlCw4cOIA7d+6ovQLRGuDk5ITx48fj6NGjapdeaAORSIRz586RoOv06dMxf/58BAcHIzU1tdmuqwjaDDI1NTWYO3cuevbsiWPHjgGQDiJBQUGMAUQR7O3tsWvXLpibm0MsFqN///4qSyX9/f0xduxYbNq0iRGkbozg4GBSmtSc8PT0xIEDBxgGSXx8PKKiohSWzK1fvx4bN27E/PnzGRll6qKlDbSWvh6bzcagQYMIXUdr5ZBrQ+vEmxYr1ATN3YbIyEgYGRmha9euOmW67Nq1C4cOHUJCQgICAgIIRVF9fT02bNigM5c/Dfp5nDx5EufPn8fff/+NqKgoAMDo0aMxfPhw9OzZkzGustlsDBw4ENnZ2di2bZvS8UKbPkBRFJYsWYKJEycqzILSB3SlYBk9ejQSExNx5swZud9FIhE++eQTOcovZejbty+OHDmiVPBIFegFhMZ4E0HB+Ph4mJqaYsOGDTAyMgIA7NmzR2Pl+pZyutS9RllZGQ4cOIBevXph9uzZiIiI0DsNyuXLl3H58mVMmDBBLedMHbRWm6U1zAFtUI5hw4bh559/BgA8fvwYoaGhjOSWkpIS7N+/n1Qqa4u6ujocO3YMAQEBGDVqlNL98vLyMHHiREZWYkBAABISEnD79u03TvHSoUMHtG/fHtu2bUNtbS3Gjh3bLNyy6qKpdyKRSHDx4kU4ODhg1qxZequmagk8ePAAT548wbx58xi+X0uMKc+fP8fYsWMV/rZy5UosWrQIp0+flkvqkkVoaChCQ0MZ21xcXGBtbY3t27dj69atmDlzpl7b3Riy1JYdOnTQKM7Uq1cvQiFbUlKCrVu3YtmyZQqpdGQhFotJrEXRM9y/f7/GdoK2yMzMVPoeZUHb3CwWS2ECXmudX/WB48ePK7QrGxoasHjxYvJ/v379EBkZqdU1bt68iZs3b+Krr75qcl+1R9PmeEiy57SxscGIESPw6NEjuZLGGTNmICQkBEuWLNG5xEEikWDFihVEJEY2KzkjIwMzZ85UOzg6Y8YM4tDJory8HF988YXeMyt0wbx58+Dn5/fG22VkZITly5cjKCioRa/bvn17fP755wgJCZH77eHDhzh16pRKTuPWgg0bNuDixYtNZmQBQFFREebPnw8ej0d4uRTBzc0NX375Jbp16wYWi4U+ffooFSEFoHCVdcOGDbh27RoAqdDpwoULQVEUSkpK8MUXX2i1EvzixQvMmjULY8aMwciRIwEoHoeSk5MRGxtLKH/0GWStrKzEiRMn9BYUepNocxDb0Abd4OzsjODgYDg6OuptHhUKhfjvf/+LsLAwfPbZZ3jy5AmePXumV0ogY2Nj9OnTB5GRkZg0aRIjGEZRFNhsNr788ktIJBKG40pRFKytrZXaZprA0NAQffr0IdnPFEWhXbt2+Ouvv+Dl5aXyWA8PD2zevBnFxcVyGUnNARMTE0RFRaFnz54YP348vv/+e5Jlc+rUKeTm5iI9PV3j88bGxspRYW3YsAG3b9/G+++/jz59+mDBggW4ffs2cnNzAaDVUYfV1tbi9OnTJBijauG6DfIICwtD9+7dcfny5RYXD21DG2jQ9qCLiws2btyI5ORk4iMYGRnpVUju5cuXOHLkCEJDQ0mVy+XLl7FlyxYA0kzGxj7Hy5cvMXv2bBQXF6OwsBC9e/fWKslEH6CfVc+ePSESiXQO0rcUysrKcOzYMXTq1ElvC2D/10DHDgwNDXHixIkmaRwU9Yvbt2/j4cOHuHz5MpKTk5urqQqRn5+PI0eOKP3dysoKy5cvJ6wF9vb25B769u2Lbdu2wc/PT2V/T0lJQUpKCrHNlO0bGBgox69eXFyM06dPo0+fPiqrDP7973+jd+/e+PLLL/UWq0lJScH06dMxbdo0REdHo3///sjOzlY7yeCfhmHDhmH48OFYvnw5qeBrqaQ1vS7tyWY7aJr5YGJigsDAQLx+/Rr5+fmora0lDyEsLAyjR4/Gd999xzDMWSwWrKysUF9fT+g+1Gnj+fPnFf5WXFyslhARj8eDhYUF+vTpg6lTp8r9XlBQgG+//VYnZ7W6uhplZWVqGasSiYRM2ACTz4XP58Pc3JysbujaLl3B4/EwatQoODg4oKioCOXl5aiuroahoaHeVXRpmhORSAQ7OztMmTIFtbW1ePXqFUQiEXmPxcXFePLkCYD/9dvWVGZoZGQEiqJQVFSEv//+m0G8rwpVVVXYt28fYxubzYaVlRVqampQXV0NS0tLeHt7Y/LkyRAKhXj16hXMzc1hY2MDS0tLxjOor69HaWkpRCIRXr16BSsrKxK4iI+PJ1xQAoGAcDfX1tZi//79KleSlaG0tBS7d+9G+/btSTCay+XCzs4OZWVlZEIqKCjAzp07AUAt3kp1ysolEgnq6upQVVWF4uJijUWaNCld16bPtab+qSksLS3BYrHkaGZEIpFS6hlTU1NiqDQHZUobFEOXOV2ba1AUBUNDQ8Z1xGKxysUxTa6h7T3Q7bK3t0fnzp1RXl6O169f68y7SNMyJCYmgsViQSKRIC8vD0lJSTqdF5BSJNFjloWFBfz9/cHn8yGRSFBWVkbsBWNjY5iYmCAmJgZCoRDFxcXkOVlaWsLExASdO3dGcXExCTwq+lZlnzEgreqh/zY3N4e5uTn8/f0ZDoepqSnJ2qHbJStwQ7fB2toaU6ZMwaVLl8iipyKoGnfVefc0JROHw0G7du3g4+ODPn364NixYygqKkJJSQmePHlC7IXGsLKyYmTMSSQShs2qKGvqzp07ePbsGa5duwZzc3NUV1cjIyOjWTRTNIVEImG8R7pEtzkdam2+0dZKF6QIFhYWsLW1bdb2NmVraHI9Vcc0dY76+noUFRW9FYke/5dQU1ODwsJCWFpawtzcHCNGjIC9vb2cjpI2UNQnysrKUFZWBgcHB+Iz3Lt3T44/tvExu3fvBiD19UNCQkgw+k34aRRFwdvbW+U+rc1/rK2txePHj2FmZgYXFxcYGBgwfChd7armRE1NDWpra2FgYKBwzNH2GdO+nWyMqTFk6bJ8fHyI7dGYE1dd0HQXu3fvJmOhubk5sc9qampQVVUFCwsL8g1WV1frhTa0srJSZYKlvb09rKys4OzsLEe35ePjo1bFfWFhISOxUxay78nZ2VkuGF1dXY2kpCR07doVFEUxaEBoUBSF6OhoeHl54a+//kJhYaFeuJ3p2EHHjh0RGBiI9u3bg8/n4/HjxxAIBKRS8E376OrM52w2GzY2Nqirq1M7HkqDFqIMDw/HlClTsHfvXtJPG9PG6dJelW3Q+CoqIHtxbV9Cjx490KVLF+zYsaPJDBhra2tcuHABcXFx+Ne//qXV9bRBREQEdu3a1SyqmzQ2bdqE7777Tq2MzJqaGowYMYI4QbKBmj59+mDTpk2wsLDQuIM2J65cuYIZM2agrq4OXC4X06ZN0zvndWJiIm7dusUwhFetWoW1a9fi9evX6NGjB3bv3o0bN26QjADZoEhrAC1a9fLlSwQFBemcFebp6YkzZ85gy5Yt+P7777Ft2zaEhYWBx+Nh9erVpHQvODgYhw8fZjjWCQkJmDBhAiQSCeFL1TfXU1MIDAzEnTt38M0332DNmjVanUPdsvKTJ08Sbvbg4GCFVRC6XkN2uyZ9rrX0T03B5XKxe/du2NnZYe/evYxg3suXL3HgwAGFBuJXX31FglanT5/GnDlzWqzN/5ehjzldk2sYGhpi2rRphAIAkGZN7dy5s0mOfHWuoe09GBoaYurUqYSv96OPPsLJkyd1XhR57733iO3C5/P1uiDr6+uLAQMGAJA687STIxaLMXv2bOJYLVq0CJ999hkAaZBx2LBhEAqF4PP5OHnyJOEWpbn1AGnVCk0pQkP2GVdXV2P79u3EmdqwYQOGDBmi0NGgIZFIMGfOHMTHx5NtHA4HR48eRdeuXdW6Z1Xjrrrv/vTp03jx4gVWr16NWbNmYfny5diwYQOSkpIwaNAgpQ48j8fD3r17yfMCpLbZoEGDVF5v2bJlRBAxOzsb69at06mvy0LXb7a2thY7duwgWfpDhw7VCx2cqnZpu1ikj/O0BD744APY2NhgzJgxzVaG3pStocn1VB3T1Dnu3r2LpUuXtkg1QxvUx86dO3Hy5EkcOnQInp6ejCCZrlDWJyQSCT788EOScafL9Vqbn0ajtbbr9u3bePLkCSZNmoSuXbvi7t27+Prrr7F+/fo33TSFEAqF2Lt3Lzw8PDBmzBjGb/p4xsePH0dWVpZCukcAePfdd/HBBx8AkM7rzUFz8vvvv6Nfv34AgK1bt2LJkiVYv349evToAQBYs2YNVqxYoffrNkZRURGio6MxceJE/PLLL3o/vzrvqa6uDjt37oSvry8GDx6s9BgnJydcu3YNW7Zsweeff663Nv7www/YunUriWnQQpR0Usib9tHVmc9tbGxw6dIl7Nu3D++//75G5+/QoQNOnjwJGxsbcLlc7Nq1iyTCJiYmaqyLo829qx2MbqmVPnoVTB2njM1mo127di1eusPn8+Hg4KD0eRgYGGDEiBF4+PChxitpNHddfHy82uWPEokEr169UtoWuq2tKRhdV1dHhFz4fD5SUlLQrl07vQQ3DQwM4OXlhaSkJNTU1GDAgAEIDQ0FRVGorKwkGWE8Hg8ODg6MwEdrA0VRMDY2hrOzM6KionDr1i1kZmYCAFxdXREREaH02Orqapw9e5aRXc/hcGBvbw9TU1NIJBLcv3+fOJo3b94k70Q2k7mhoQHnzp1DfHw88vPzIZFIUF5ejiNHjhBBkufPn5P9s7KysGfPHkLToUoMEZAumNCK2k+fPiWUHpaWlujfvz/8/f3JvvQ7U7Rw0a1bN/j6+uptUSMsLAwBAQEAwFAQflshFouRnp6OnJycFuWLtrCwwIABA8BiscBms8Fms1FZWQkTExNGO2xtbeHv78/YRguZdO3alZR3Nuci4P8ltJbsHRrOzs6wt7eHubk5DAwMIJFIcO3aNTx79gwPHz6Ei4sLunfvjhcvXuiVwkKddpmbmxPeSolEgsePH6OoqEjnc5uamipVbNcWXC4X3t7ecHd3ZwhGy6K4uJiM9bdu3cKePXsASMfx3NxciEQi8Pl8hrPG5/NJ8MzOzo6MyyKRCOnp6Yx5RiKRoLq6mrwnDofDGJclEgmuXr1K2tC+fXsEBQUx2gVIbbyTJ0+iqKgI/fv31/nZqIPa2lpUVFSgoqICt2/fxt69ewEAOTk5CgV4aIjFYty5cweAtLyVrv4YPnw4w0aln1dxcTGysrIQGhoKT09PAFJKjpbs202h8Xtso5XQHh4eHiQrnsvlvlHO2ZZCfX09sRnb0HpQXV2N2tpaPH36FEKhEBUVFTpX+SiDrJ1hamoKa2trANIx39HREVeuXEF1dTUGDhxIvom///6b4dNKJBJkZGSgtrYWXl5ercpueRtQX18PkUhEKoIdHBy0ynhsTtjY2KBv3754+PAhnj59SjKj9YnXr18jLy8Pr1+/VrgYQvuc4eHhxC579eoV9u3bh4cPHyIjIwNeXl4qF9WVgcvlomPHjjAyMoKzszP8/f3JNeiMZCsrK7JNme2mb4jFYhQWFuLevXvYs2cPevXqBScnJwBAWloasWnMzMwY36g+QdsZBQUFSEpKgouLC3g8Hs6ePQtHR0dCbVZXV4fr16/rnXuajo01NDSAw+HA1NT0rZuf6XioNv4xh8OBg4MDDAwMIBKJcPfuXUIFqyy2qG9oxRmtLye2tTnDmkJZ+y0sLLB27Vrs2rVL42B0Tk4Opk+frqcWtk40NkwFAgFOnToFf39/uLi4ANBcnEf2b0tLS4wcORIPHz4Ej8fDd999hy5dukAikahtFOvSN5ujX3ft2hU//vgjZsyYQYLR4eHhpIwNkH9mGRkZiIuLU5q9JxaLlRLLy55LIBBg8eLFDGXampoa/Pvf/1Z4bEJCAiZPnqzWfVEUhc8//5ysEP/0008kGO3u7o7t27erTY8xffp0zJ49G+vWrSOZOLqU5X/++eckSBAfH48LFy5ofJ7mgLZlzCKRCBcuXGixyYWGq6srtm3bBj6fD7FYjE2bNpGAk+y92NraYvTo0Yxjvb29MWnSJLJvG/SHNzmnK9ovJCSECBrT7/qXX37B0aNHAQBz5szBqFGjsGvXrmYL2Clrl52dHYKCgpqNH1eTvt3UMzY0NMSQIUPIImtT51YmZKIK7dq1I4LTdXV1jDG3qXbT7fnpp59w+vRpANIMcUU6EiKRCF999RW6deuG6OjoJtul6tk09ZsinD9/XimtW2M0NDTg888/R48ePdCnTx+wWCwYGBhg5cqV5PwSiQRCoRBnz55FQkIC9uzZgy1btsDDw0OrdjcFXegrmuo3unzrrc2+agn07NkTW7duBSCtXpTNgNeVmkTT4/VFv/Q20aO0gQl6QZDOVFa2j65ULrJZheHh4eT/rl27YsiQIRg0aBCeP3+OzZs3w8TEBGKxGH369JELRl+6dAlOTk7w8PAgyWpNtU3dfq4rfY0u0Pf3ouybVPR3a4KPjw927tyJTz/9lOFrKoM2zy0jI0OhIDENDw8POZ8zNTUVU6ZMgUgkApfLxdy5c7UKRhsZGWHo0KHo0qULhg0bxrgPWbyp9xMXF4e4uDicOHGCBMQvXLhAKDd9fX0RFRWld7502feYm5uLw4cPY/To0bC0tMT8+fMxaNAgsohbVFSE2bNnNytNo7JvRdv5VZtjdKGg0RZ0fEwkEmHJkiVEALNv376IjIzUuj3qHqdV6F9fHVGX8/zrX/9C//7930iW3IMHDzBmzBjMnz+/xbJ13hQoisLXX3+NTp06AQCOHDnCCIBqiurqaixYsEDhYJKdnY39+/cjIiKCBKWbapvs3xQl5RVydHQEi8XChAkT0LVrV7i7u+Pp06f48ssv1RbS06VvNqchvnDhQvTq1QuLFy/GjRs3iGKslZUVVq5cKcf51Bg5OTmYPHkyQ4jKw8MD3377LWMl0NraWuOScVNTU6xcuRJPnz7VqdyHxWJh2bJlCA0N1Wh1ctOmTbh58yYWLFhAVlC1eRdeXl7o2rUrydYGpIYSnR35psUMtQ2us9lsvPPOOzA3N0fv3r2xefNmlYaZLhgyZAhiY2PJ/3SwSyKRMMQ3m7qX/Px8wpEuEAhw/vx5rYTD2iCPsWPHIisrC4mJiS0+p8vu5+TkhIiICJKNAUgN4z/++AOJiYlyx/bq1QsdOnTAhQsXlJZZaguKosDj8dC/f38SzHVycmpWbsX6+np8+umnyM7OBgA4ODjAxsZGZRuVITw8HB4eHoSSQyKR4Ntvv8X9+/cBADExMYzvUlds2LABcXFxWLBgAdLS0vDDDz8AkOeU/vnnn3HhwgWsXLkSCQkJWLt2Le7du0d+P3PmDPLy8uS4mNlsNpYvX47u3burNRdoQ/9QU1OD8+fPQyAQgKIoTJ8+HR06dFB5HbFYjC+++ILwOo8fP56UE9vY2MjNnY8fP8by5cshkUjAYrGIWj0A/Pnnn4iLi8PKlSs1vqemoAt9BUVRMDMzw/r165GYmCg3p2vzrWt6rLrnextw5coVjB07Fh9//LFc/9KVmkTT43U5Vtl5ZLex2Wz07dsXXC4XQ4YMwebNm8nCUxveHuiDykXZfs+fP8f+/ftRUFCA/Px8TJkyBVwuFxKJcrH14uJiHDhwgPSxfv36qYwBaNMuXcY1baDv8UzZNykUCrF48WIyL2taet/aoOtzc3Z2xvfff88IPFtaWjZ7RmxmZiYOHDiAyMhIsNls/Oc//8Hjx48hkUiwdOlSrF27FoA0CP4m8N1335FFU9k4QW5uLiZPnoxRo0Zh2rRperueovf4yy+/oKCgABUVFWTeBKT8xWvXriXjxPLly5VyVWuKmpoavPfee6SCLy8vjyRYuLi4MBbStLknTY7R5vjS0lIsXrxYJT+4MmRlZWHSpElgs9kQi8WM9/748WMUFhaif//+hKZQXWhyHxp9dW9qJbC0tJSUjtLw8vJCYGAgXr161eLBofLyciQmJspl8TUGXY4BSJ2zwsLCJkuhaHGBqqoqva/+sNlsODo6ajTYstlsUrYCQGdRHTorSBYsFgv29vZgsViorKwEj8cjQdX6+nq1+BN5PB6MjIzg5eUFBwcHAICfnx/hb0xKSsLhw4dVltk2Br3KpI8MEn3B09MTXC4XPB4POTk5yMnJASAVIViwYAFcXV1haWlJhEAb97fKykocO3aM/G9nZwcfHx+MHDlSI4G+xrC0tISrqyuGDRum8YDVGBRFoU+fPiopSMzNzeHk5ITCwkISkHrw4AEyMzOxbNkyUBSFR48eoba2lpQWqytCwOVyYWpqipKSEob4lImJSZPcYdpm5qn6XV/9jsViwcvLC+7u7hg1ahSuXr2q8zmVwd7enqxml5SU4MSJExp9e8D/SrdSUlIgkUhQW1uL48ePtyq6obcZpqamMDU1hZmZGWpqanQK7KrTR2X3MTAwIAHTdu3aoWPHjozji4uLkZCQwFi4qKqqQk5ODiiKgomJCczMzBhtFolEcoIv6n7zHA6HBJ95PB5MTU3J/xUVFUT0VheYmpqSsZEW9qLbffHiRSQnJ8PY2Bi9e/eWC0Yraz/9LOjfTE1NYWxszNj3+vXrZM41MzNDdHS0UuokLpdLFuFosSNVuH//Pk6cOIEFCxagoaFBaRDh1q1byMrKwsKFC3Hv3j05vumMjAyGAUzfi42NDQYOHEg4ow0MDGBqaorq6mqtysoVzelCoRCpqalkwcHJyQk9evRAu3btlC7INjQ0MHhWw8LC5Lgt6+rqyHN+8eIFDh06BIlEAj6fj/nz54PD4cDMzAwPHz5EZmYm3n33XXI+Xcd8Rf2ezWZrXJpNZ9nzeDxs2rSJOIG6ZO0o+x612abu990akJ2djezsbAwaNAhmZmbkXeiLH1wWurwjfTxHiqLg6emJdu3aITg4GHFxcTqfsw2agS7bpsewV69ekfGIx+PB0NBQqS+o6Xze1PbG2yQSqVhtaWkpqqqqUFVVpVZ1Tl1dHcmaZbPZCAoKgoGBAaELpNHQ0KCUk9rQ0FDhvCYWi1FdXa1zdmFLZlVrAtrOoGkqlYGiKNjb2xNfp6SkpEUESAUCAXJychj2PT1H1tXVKaSI0tRHNzExITGZDh06YOTIkWrTdPL5fJiYmKiVpKWqXeXl5SgvL0eXLl3AZrNx/PhxEutRJc7cUpDV7JAFHTuQXUhXBV3m84SEBJKYQM+bNjY26NChA2JiYmBubg6xWIx169ZpentKQdORyoLFYqFdu3bEHm9uH10ZlJ2f9lu4XC5qa2sJpZ2mKC8vJxWoNHg8Huzs7CAQCJCXl6f0+9NXfEyjYPSbWglcvnw5fvjhB0Zw9r///S+WLl0KAAz19ZZAREQE9u3b1yQ3bUxMDHr16gVAmpEaFRXVZCmrl5cXLly4gL/++kvv5PW04KOmk21T2ba6wsrKCufPn4e9vT0ApmDAo0eP5AYIRQgKCkKvXr10Cqg2RuN+2hqcnS+//BJ79uyR60e0CMHkyZPx+++/4/3338eZM2dUlrOz2WyGgKEuWLp0KSZPnqxzIFpdvP/++5g6dSr69euncIHEzc0N8+bNw5kzZzQWIdi/fz8WLFggt53FYmHUqFEqOV61ycxr6vfW0O80xc6dO0nAycbGBuPGjdM440Bf2VttUIwuXbpg1KhR+O2333DkyBGdMs7VeT+y+/Tq1QuBgYEAoLDsb/DgwejVqxdiY2NJRt3hw4fJXODp6YnTp08zgmuvXr3Cjh07GEFjdb95Z2dnkn1RVlaGd955B7m5ueR32nnWBbNmzcKSJUsASIO4MTExjN8dHBwwceJEhWOxsvbTwor0c5g3bx4ePnyIK1euKOS537NnD44dO6Z0QadTp044c+YMaYM643llZSUGDx7cZLC+sLAQUVFRattrM2bMwJdffsmwP0JCQuDv749du3ZpZXSrM6cvWrQIHTp0wKVLl5TaPvTcSS+GGBoayu1z8+ZN3L59GwCQnp4uZ3e5u7tj/vz5OH36NJ48eYKBAwfCx8cH77zzjs7jnaJ+365dO0ycOFGjiieKoogGx/z588Hj8bRuW1PjuTbb1P2+WxM++OADIiSdmZnZLPRf+nhHbXi74eDggMuXL8PS0hJisRjjxo3DlStXAACdO3dGdHS0Un9J0/m8qe3N4UuJRCLs378fPXr0wNGjRxmJIpmZmTh48KDC46Kjo0mlrywqKiqwbds2vQgl62u/NwEzMzOcOnWK6DctWLAA+/fvb/brPnjwAN26dWMEvp2dnTFv3jxcvHhRYVWzpv1q4sSJJPOYzWYrnLeVISIiAiEhIWpRdLTG2EFLQ5f5XBF+/fVXxMTEtBiXNiCl3D137hxqamrkkihl0dzvV9n5PT09MXz4cPB4PL1o2MgiICAAJ0+eRHx8PBISEhT2e3366G8FQ3d1dbVcxtObFHnhcrmwtrZu8uHLCv4AwLRp08h9nD17luHs0uBwOLCyskJERARmzJiBkydPasXxyuPxMHLkSPTs2ZNsE4lEyM3NVbjCYW1tDTc3NwD/WyURCoWgKAoxMTHg8/k4fvw47ty5A4qiMGTIELBYLJw4cUJn4QuBQICzZ88qdHwNDQ0RFBSEjIwMOQe6ffv2ZEHA1dVV5Qpnu3btMHPmTNy8eRNPnz7FiBEj4O/vj/v37zPE+lo7qqurSbagp6cn+vTpg0uXLiEzMxOlpaW4d+8eNm3ahCdPnkAkEmHKlCmM4EZZWRmOHTuGhoYGUBQFc3NzvVDd3Lt3j0zstOBBU+jYsSN69OjBCO4GBARg5syZcpkOjUEHX5RlKrPZbBgZGakVAJVIJHj+/DlZ7MrMzGRkRNNgsVjw9PSEu7s7UlNTWy33WmtAXV0d6urq0KFDBzg6OuplsuZwOPD390d+fj7hTW+D9hg5ciRCQ0NhaGiI9u3bEyPv9evXePnypV6vxWKx4OvrS+bD58+fIz09nZGZcvnyZbns2Ly8PPK3QCAgmV0cDgf79u0jgscxMTGwtLREUFAQRCIRJBIJnj17xnBsxGIxnj59qtDZfPnyJZkXq6urkZubq3AM0AWpqak4cuQIAGmmLC14t2PHDkRFRUEkEsHIyKjJb6WsrIwIxvL5fBgZGZHnmpycjJycHGzfvp0IhNLVM8D/vktl4HA4sLa2ZswZVVVVSEtLg6OjI4O6CAB69OghZ09cvXpV4cKGWCxmZLo3hWfPnuHYsWMYMmQImQ+4XC4oitKr8c/j8RAYGAhTU1PigNva2irNCn/48CEJMsuCoij4+vqSeTAnJ4dkW/N4PHTt2hXZ2dmorKwE8L85ysvLi1xLFT2LJjA0NISPjw/jOVlZWcHIyEhj+i2AWTnQBt1QWVmJsrIyRnXI/0VERkbCx8cHgHQ8/Pvvv99wi/456NevH7p27UqE6sRiMXg8Hvh8Pnx9feHu7t5qvmdvb2/Y2dnB19cXycnJSEhIUPtYgUCAly9fYs+ePYxxjcfjISgoCNevX5ejO5BIJCSw6eXlhT59+pDfAgMDkZeXp3f7pzWAxWKhY8eO6NChA9q3bw+KklJ3HDt2jJHoJxQKce7cOTIX0fRhzY2GhgY5m4vFYsHQ0FCppkJDQwMR4VQFHo8HX19feHt7w8rKCqdPn0ZtbS2GDx+O5ORkufm8a9eupBrLxMQEQUFBcHJy0vs3Y2ZmhqlTp+Lu3bsa64u9KTx+/BibNm3CkCFD5OzB5kD79u3Rq1cv+Pn5ESHo5ORk3Lhxg+Ef6AsuLi4YMGAAAOm7d3JyYohqtybQCyoURcHIyAiTJ0/GvXv39FL1TPsCvr6+YLFYSE1NbZYqLnI9dXfURxr6m0pxbw6oE4iSvSdra2v89ttv5NhBgwYpDEbTiImJQb9+/dCzZ0+tgtHGxsb44YcfSIBZIpFAIBDg3LlzcoF9QJpZTDtiRUVFWLRoESorK8FisfD333/D2toaCxYsQG1tLbhcLj7//HNwOBycPn1a52B0ZWUlFi9erPC3WbNmYcOGDdizZw8jGE1RFOHHbAxFpPPe3t5Yt24dFi9ejMzMTCxfvhxcLhc7d+5ssn26iMM0/l9RWam2/T8kJAQbNmzAuHHjSHAuPj6elNl4enri999/ZwSbk5OTcfbsWb1zrW7dupXwTKmLqKgorFmzhrHtnXfewTvvvKO3dtGk/IDikin6t4SEhCYpaCiKQo8ePeDt7Y20tDQS9NJXmYq2JX7N1b90Bf28XF1dlT57TdrI4/EwYMAAJCcntwWj9YCNGzeSv7t3707+vnv3rtrOmDrUM4DUsImOjoa1tTUAYO7cuTh06BB69epFFpY2btyoth4BPUcBUofl0qVL6NWrF8k2pmmxqqurSfvEYjGuXLmiNINg06ZNal1bW5w5c0aOo/3o0aNEzM7MzAzbt29v0rbIz89nlDTTnOqy+OCDD7Rup+yYCUgpU06cOIH+/fvLLRJOnjyZiNXSz3natGl64XU/e/YsLl68iGvXrsHW1pZxDWV9Tpsx1NDQEO+88w6CgoIYwkKq2vXpp5/KbWez2Zg9ezYcHBzk2mFra4thw4bh1KlTcpx+QUFBRLxR3QVOVbY0IHVyY2JiwOFw9D726yrOo87/6lxLX4I/jW2BlkLj76zxb5rM6drYqID22UxNzePqLBhNmzYNs2fPBgAcOnSoLRitRyxYsAAjR44E8L93LZFIYGJiQpKLFKE5fHRVx9J+nJWVFebOnYs1a9ZoFIwGgLS0NMybN4+xbeDAgTh9+jROnDghR/8h+/+kSZNIMNrIyAjvvPNOk/aPLvQkTUFfz1nR32w2G71794abmxtiY2MJLeatW7cYweiamhp89tlnWrWhOSCRSBAQEEDErWW3V1dX48WLFyqD0RKJBMbGxhg0aBARUV+5ciUKCwsxaNAghfP50qVLSTDaysoKQ4cOVTpeN2X/qpq/bGxs8Pvvv+PPP/98a4LR586dw8WLFxEXF6c0GK3rfC67T0REBDZu3Mh4/pcvX8Z7772n660oREBAANavX8+YwzQVLtfVR9dmHLCwsMCqVauwfft2vVFwSiQSdOzYEe3bt0d+fr7GwWhN7kPtYLSuxqeqc7TGQDSPx8OqVatQVVWFzz77jDEI3b17F0OHDlV6rIWFBf744w+FZbLKQFEUvv32W0REROiVaoLGzZs3kZ6errQzZWRkYM+ePYiKimJsF4vF+PTTT8Hj8SAQCDB27FhMnz4dPj4+cllszYnevXsjODiY/E9RlNKBMD09HYsXL8aECRMwceJEAEBKSgo++eQTOYEkdaBp/1TV7xUNttr2/7i4OAwZMoQhBNUUXFxccPDgQYhEIpLJpS+YmZnhjz/+IAGn77//HtevX9fb+bXBrVu3cOrUKcTExJBVbdnnnZmZiZs3b2q9wqrPMhV9lPip6l9sNhsDBw6Eg4NDs4+5vr6+6NatG+zs7JQ+I22fnYuLCyZNmoQbN24gKytLPw1uA4G3tzcmTpyIy5cvM4wwded0up+9fPkSn3/+OcRiMYyNjTFp0iQyNgDSRcgZM2aQTFJ1xWUbg56jZOdbOiPY1dUVP/30E9hsNgQCAfbv36/3cjZdIRKJcPr0adja2r7xaov09HSMGDECLBaLvEcDAwNIJBLcu3dP4SIQl8vFoEGDFNKW9e7dG//5z38ASDPu6UVudSESifDRRx8hODgYK1euBJfLBYvFIjQqFy9eVLj43BRk9zM0NMSgQYOarMbRBNqOr7rOARKJBBcuXEBlZSWOHz/OWCzQF7S5t6bGDW18A33Ovfo6h7ooKirChAkTEBUVpXCsVdQuVferq42qLmSDzYrORVEUAgMD4e/vz6h0nDt3LiIjI/H++++TLLM//vgDf//9N/744w+y33/+8x/07t1bq7a1QTHOnj2L1atXExFbGi3lo6tzbGVlJQ4cOKCRL6MKtI+ujbgZbf9cuXJFYUaksqCRovtsqe+y8bH6sLNbAx48eIBhw4Zh4cKFcrRmq1atQmJiIv7zn/+opBJdunQpHjx4gDNnzoDFYkEikeDRo0daZfU2NDTg7NmzJDEuJCREpdixqucdFxeH1NRUvSZftRboOp9//PHHxJ53dnaGRCIVK6QXqvTl93Xu3BkrVqzA+vXrceLECQDA7du3MXToULz//vskQ9rFxQUTJ07EjRs31KoU0NZHV+f4lkJqaipGjBiBGTNmYMSIEVqdQ5P7aDaaDm0fZnV1NSorK3UWC9IVFEXB3d0dFRUVZBWDxuvXr1UqQ7dr106pQBANU1NTUnIASLO7AgMDERgYqFUZpSxsbW3h4uICDoeD+vp6VFVVITs7W2U2YUVFBSoqKtCxY0ewWCy4u7sjLy+PCEnR8Pb2lpsUmhMVFRUk6M3n8+Hi4qL0+UgkEuTm5uLJkyc4c+YMI3hdUlKCM2fOwMLCgogAcrlcWFlZobq6usn39aZAUVJFe0WOfn5+PjGW2Gw2XFxcGLQV9P/l5eV4/fo1HBwcYGpqSiY/iUSCyspKleXomnBq8Xg89O3bF05OTgCA7du3q30sjdraWlLarAqGhoZgsVhwdXVlcJCampqCy+Wiuroa+fn5SE9PR2ZmJhEfpMU76OdlZGQEsVisVhCI7l8cDgclJSVEBOZNQ5MAhpubm16DLspgYWGhttCFpqCF954/f94mZtgM4PP5clQNgOJ+Ro8hspUWHA4HYrEYdXV1SEtLg1gshqmpqRxXsFAoxOXLl/XS5lu3bincTgdOWCwWWCxWqzDy6PExNzcXhoaGMDExQW5ubovPQTweD05OToz5tKGhAYmJiZBIJOBwOHB1dSVZya9fv1ZIacXn8/H69WuSeWdnZwd3d3e8fPkSpqam8PHxgb29PUpLS5sURGwMiUSC+Ph4CAQCMkazWCy4ubmBy+XC0tJSq/mbx+PB2NgYhYWFqK+vB0VRqKysRGVlJSltB6SUKI3vWXa+ZLPZxBFms9lN0kIZGRnB0tJSZxtPEQwMDMDn88FisVBWVoakpCR4e3sTIVll7VG2OFlUVITq6mq4uLjova2tBW9qPKitrcWFCxfg5eWF9u3by2WDtoZxShGUzQEVFRXEZ6O/xZcvX8LQ0BCOjo7w8/ODm5sb/vrrLwBS2/Xx48d4+fIlnj59SuwyR0dHQt3RBu1RUFBAqlPu3r1L/FXZxeDW1MeEQiEyMjJIFbCjoyOxrUtLSzWmzGrKR6dRVVWlsIqHxWKhqqoKZWVlMDc3f6sS6TQB7UPR3+6rV6/kbGo7Ozs5nt6CggKFFdYcDgcuLi6orKzUC/0l/R7DwsLQsWNHODs7ExuCputzcXFRmaFbVlaG5ORkJCcnw9zcHDY2NrC0tISrqytYLBYsLS3h6enJsMFKSkpIv5CtTKfPR/dHXWgL8vLyUFVVhZKSEnC5XHh6eiI/P18t//efjqCgIPj7+5P/JRIJ7ty5o9Y3LQtLS0uVSaGdO3dGTEwMQ5fs1atXOH36NEaNGkW2yfqc5eXlqKio0ChxRN/jhKq4kKmpKby8vJCfn6+T8GhZWRnOnDlDdO+aG62OMzo+Ph63b99ukgOouSEQCDB+/HhIJBKdaSgUISYmBt7e3oxtd+/eRW5uLmJjYzV22mTx+eefY+bMmTAxMUF6ejoOHz6s9vM8c+YMLC0tcenSJWzatElhOWpL4ujRo2Sg8PDwQFxcnNJV0IaGBsTGxiIhIUHp/X7wwQdYtGgRjI2NQVEU5syZg3Pnzmmdldfc4PF4mDhxYpNZ9u3atSN0KjRYLBZMTEywYcMGfPLJJzh69Cgj60QikeDo0aMqs4L79OnDmBSaG48ePVIrQBUVFYXQ0FCS5U2DoiiYmJjg/PnzGD9+PGpra2Fubo7JkycjISEBy5YtAwDY29vj+vXrsLKyglAoxIQJE1QKFADSDMyZM2eCxWJBKBSiR48eLTZQt0Eeffv2lavkaIPuSElJwblz59QSmhOLxTh8+LBcBtGGDRsgEomaZe7UBE+ePCHBOLqs802Cw+Fg+/btoCgKAwcOREhICHr06KHTfK8tvLy8cPnyZYYwSUFBARGBpChKrXYJBALs2bMHHTp0wKhRo7Bs2TLMnz8fkZGROHv2LOLi4rB9+3ZS9qov2NvbY86cObh8+TISExM1OtbLywvDhg1DbGwsjh07hj/++IM4DPv378fAgQMBAPv27cPHH3/MOFY28G1jY4Np06YREc6mnldkZCQiIiKahSs4MDAQUVFRmDVrFh48eIB+/fph/fr12LZtm9JjevfujaNHjyp0lr7++mucPXv2jVc3taF1g54D6MzujRs3kkWZyMhIHD9+HGw2G8bGxsSep8Viy8vLERMTQ2y4zz//HF999RWDNqANmuOjjz4iY5G6grGtBSwWCxs3bkRERAQAYOXKlfjmm2+a5Vpnzpwhoo6NIRQKYW5ujhkzZjRLtXJrgJGREQ4fPkzstA8//BCbN29m7LNs2TJMmDCBsW3atGly9CeANAEqLi4Oe/bskZs3dcG3336LDRs24Nq1a4R6dNmyZWhoaFAYkFOG8ePH48cffwQgXTw2MDBAbGwsRo8ejUGDBhHu6L/++gtbtmwBIF0YGTduHFgsFrhcLsaNG0cCkbrabRUVFdiyZQsCAgJw584djBgxAnFxcTqdsw3/w5w5c/D5558r/V1TGrO+ffsiODgYW7Zs0SnQqyv4fD4mT54MCwsLufYPHjwY0dHRmDRpksbB+zeJZg9Ga8p90tDQ0Gomz6Yc1z59+sDPz09uu5mZGcmsoSEQCJCUlEQyyGpqauTUKUUiEcrLy3Hnzh04OzvD0dERY8eOhbu7Ow4ePNikY+/i4oLhw4fDxsYGKSkpAKQK9ppkDQmFQlRVVSE1NZVkKzSGWCzGwYMHcfv27WYPNgiFQhJYzs3Nxbp164ho1YgRI+Ds7Ez2ZbFYiImJIUrJISEhcufj8/kwNDTEnj17iJjSmw5QKMOLFy9QXFwMiqIIxYSTkxPhSkpLSyOBeoqiYGpqqlAE0tfXF1OnToWDgwPZlpeXh+zsbJSWlqrsH5mZmWhoaMDo0aMVOggvXrzAyZMnAUizfTZv3kw4qtPS0tS+19raWjx58gSZmZlq9dcXL16Aw+HAz89PoTHS0NDAWOGnM8bocwuFQvB4PGRlZeHixYsMkS9VkJ2A3nT1hrbIycnB0aNH5bhLNYWpqSkmTJiAtLQ0pQZ9c4KubmiDfkDPUU19g7JzOovFwogRI8i8dvPmTdy9e1fu+Pr6euzYsQPdunXDsGHD0KdPH+LgZWRkyHEp6wsikahVZc9TFAVjY2PY29tjwYIFciLHzY3AwEAiauzo6AhLS0uGYGVFRQV4PJ7GdCH19fUoKioiQeHKykoEBAQgMzMTGRkZzZJcwGKxYGBgAA8PD4hEIjx58kRhppKFhYVcKa2DgwPhj5QVxgSAI0eOEP2Aq1evKu0/nTp1gpOTE6nSUQfNMV7V1tYiKSkJLi4uMDAwgIGBAdzd3bFgwQLEx8erDNSnpqZi9erViIqKgo+PD/bu3Uvu9969e6isrIREIoGVlRW6d++O9PR0vQt7tgYYGRmhU6dODHuyJfD48WOsXr0ajo6OCAgIwJMnT974Ap4myM3NVWlHPnv2DKtXrwaLxQKPx8P48eOJbxQdHY0OHTogKSmJ+HwZGRkoLi5u0Xv4J0JRhaGPjw8cHR3lRL9bo2aTsbExhEIh9u/fL0cvok/I+peK0BoqHxVBm3dGURT8/Pzg5OTEoAqQzXqmRS4nTJhAtgcFBTH8SolEonQeq6ysxJ49ezTm/W4KdXV1eP36NbZs2YLg4GAMHjwYRkZGqKmpwdatWxk+vImJCSZMmEDe3dChQ+Hp6QlAuvja2Efm8/ngcDiYMGECPD09ceDAAYZNILs/RVF6tdf4fD78/Pzg4eEBc3PzJiurWgskEgkOHDiA7OxsjB07Fk5OTggODkZycrJOQVorKyt4e3szkupSUlJw8eJFrXSC+Hy+wpiItuByuTAxMUHXrl0ZcUrad2qpmIBIJEJycrJcDBGQJkh4enpi+PDhpN/LoqysDPv27WOMe9bW1hg3bhzu3bun929XXTR7z1d3wKTJyd80Z6ImmDBhAubMmcNot2wpsOz22tpaXLx4UWlZBz25VFVV4fz58+jRowecnJzw0Ucf4c6dOzhy5AgxUmXPT4OiKHTq1Am//vorTp8+rTDLU90JrKamBhcvXsTTp0/lnCyKoiASibBq1apm77Sy3HRisRivX78mq60sFgt+fn4M54HNZuOjjz5iZLPTg4PssxIIBPjmm2+QmpoKFouFwYMHo1u3bs16L5qA7jdJSUm4c+cO4TICgC1btmD69OkApFlbFy5cAACVznCvXr1IBi997ufPn6slGJOamornz5/jX//6l5yIFACcPHmSBKOrq6vx5ZdfanyvgNSIOX/+vNpBC7pdrq6uZEBW1bcbU3HQfeTWrVv417/+pVGbgf99540pfFozKIqCWCxGamoq3n//fZ2dXisrK/zwww/Yu3cvIxjdmFOyDa0Tjd8/Pe43VXoo+27pMZemnliyZAnu378vd26BQIDly5djwIABGDx4MMaNG4dx48YBkAb/misY3Vrh6uqKVatW4fLlyxpnnmr7bbFYLERFReHXX38F8L+5ICMjA5cuXVJ6nDoilRRFoaioiGF3REZGwtzcHM+fP9fLeEBn2jee63x9feHp6YmsrCzU1dXJ9T1bW1vC/ScLZfRM69atY/zPYrHkzslmsxEeHt6iFBbK7GN67uzUqROxdxwdHbFy5UosW7ZMZTD62bNneP/997F69Wo4Ozvj66+/xosXL8jvNjY2EIvFcHBwwKBBg3DgwIF/ZDDazMwMAwcOBIfD0Sh5Q5EtTkNRv2mMGzduID4+HufOnUNQUBCePn36VgSj6ftWNHbQ879YLEZ6ejr+/e9/A5AuXkdFRZH7mzBhAiZNmoT169eTBZBDhw79I/tXS0AVfSEgFSn28vKS+7012GqNxzaxWIycnBx89NFHOlEh6BPqiq811zVkoYy3WhVYLBZ69OgBe3t7lfsZGhri66+/hru7e5PnbAxZH13fqK2txdKlSzFs2DAMGjQIgHTxfMmSJYzKPCcnJwwePJhUH82ZM4dxHnqOpMcpipKKO3744Ye4d+8ejh07RgKN2or10mjqWCMjI/Tv3x98Ph8NDQ1vjS8pFovx66+/okuXLhg2bBi8vLzg4eGBly9foqqqCoD6fqDst9+uXTtiq9HvSVsfnT63SCRqkqKPpvGTnXvpYxuDx+MhOjqacb6ysjI8e/asxShWhEKh0gSwzp07w8PDg4gDA8x3kZqaiuPHjzP6m5OTE1atWoWffvpJLq7XXOwQjdFqlmEKCwtx7ty5t25VvLKyEnPnziVZxJ9//jn69+8PQJpVeu3aNQBNZ3w3/lCSkpKQn58vR27P4/GwZs0aVFVV4cMPP4RYLIahoSH++usv2NraYufOnUq5mpoaGBoPvCNHjiTiQzToEpnmhq2tLTZs2AAzMzNIJBJ8/vnnage/nz17hkWLFjECm+Xl5XIDS7du3fDjjz/CxsYGfD4fJ06c0ChLurkyCvLz83HhwoUmObeioqJw8eJFAOqvAJaXl+PUqVMafWcNDQ04fvw4XF1dSd/WJy5cuIDs7GwG76y67Tp27BhcXV0VBhtolJeXY/z48YzM7uLiYowZM0ar8cbLywt//vkn7OzsYGZmhtOnT7d6B6pr167o0KEDFi9e3KzZV2ZmZhgyZAhjZbsNrRM7duxg/K9NVZJYLMbp06fh5OSEQYMGYdasWejZsycWLFigMJPhzp07cmOILCff/xUUFxfjzJkzGo0/PB4PQ4cOxY0bN7B3716Nrufk5IR169YxMoTLysrUmguamuNU/e7h4YFp06bpbDc8e/aM9K+pU6fK/c7hcDB8+HDcunULH3/8McOpMzIywoYNGxSetylB45EjR2LhwoVYvHgxofLy9/dHcHAwWZxtCUgkEvz9998KK3iEQiEaGhqwd+9eUmZMQzawrAq//fYb9u7dKyeiR8+dAwcO1Hih+W0ATZfj7OwslzHaFIyMjLB+/XpkZ2fLlQL37t0bX331FZYvX643XvzWAPp50boT5eXlcsHo2bNnY9SoUXJzQE1NDWJjY4nDfvPmTbDZbIbN3bNnT73T+fxfAe0LNMazZ89w8+bNJoOQbxKVlZU4ceIEiouLIRaL8cEHH4DL5baaKmlAffG15roGoJno5D8VN27cQL9+/QBI577G9svr168xatSoJquQaA572ezS9u3b48yZMyQQefr0adTU1Gj0jG/cuIGcnBwMGzaMVDQrQnR0NDw8PMDj8XD06FH8/vvvrZYuVBnS09MxaNAgzJgxAxMnTsTJkyeJTdWtWzcEBAQ0eY4bN24Qfm5jY2OsXbuW8bsyYV91sGPHDiQkJGD16tUqhSYXLlyI/v37Y968eYS2dOXKldi1a5fcvjY2Nli/fj1D883Y2Bjjx4/H06dPlerXtBQyMjLkfLsOHTogPDwcgJRB4cSJE9i7d6/cs1aEjRs34sqVK/jiiy/A4XAY/Nr6hNrB6KKiIpibm8uVsdXW1pKVEG0gkUhQWlqK/Px8vHjx4q1ZGQKkVAePHz/G1atXyQcza9Ys8ntDQwOqq6tRXl6u8aRaXl6OyspKFBYWorKyEra2tuDxeLCyskLPnj3J9YyNjWFjYwNfX1+w2WyNuRNlQQ+4bDYblpaW6NixIyIjIxn7vHr1CsnJyc2+AsRms2FjY0MCrI05FiUSCV68eIGkpCRG+z08PFBZWYkrV640mWVraWmJqKgosFgs1NbWalwi01xGQF1dnVwgx9TUFC4uLowBsF27dmopAtfU1JBvtLS0FC9evNAo8EsL9wmFQjg6OjJ+00bVlsvlwsvLi9CGFBQUIDc3V+PzSCQS5OXlNcm/KRQKcfPmTca2+vp63LhxQ+NrAtIysN69e8PAwAAikQj29vYQi8UoKyvT6nzNCaFQiNLSUpSVlaGyshK3bt0igqD6OPfTp09JVoKbmxvs7e3h4eHRRp/xFkDdQFVTyM/PJxUCnp6ecHR0ROfOnckYLYuSkpI3QunyJsHn8+Hp6Yni4mKUlJSgrKwMBQUFePHihUaLQiwWC87OzloJkNLzqUAgwJMnT+Du7o76+npkZWVpvAioCUxMTGBiYoKGhgYUFxdrbd9VVlbi6tWrCAgIQFBQEABpMNDDw4MIVNLUZsbGxsjNzSU0XACQnJys1XWdnJzQp08fdOnSBbW1tSgtLYWjo6NWWWOaghZXojMey8rKVH6zL1++JHQrmiItLU0hrRY9d/6TRQzr6upQWlpK+otQKGzSvrW3t4erqyt69uyJFy9ewM/PD7m5ucQGsLW1RVRUlFyWvSqw2WzY2tqivLy81VLHAdJ7b9euHZ4/f67Qr6F9ksbBfbFYjLS0NHKf1dXVcv21JcSV/6no06cP4//6+npkZGSgqqoKHh4eb6hV6kEoFCIrK4v0p9YSlKPnTYlEolOcQ1/Q1uc0MjKCmZmZUh+3qqoKWVlZaifVuLi4EIrS0tJSpbpD7u7uhJbn1atXKCoq0qL1TBQXF6u0IQUCgVq+naenJ5KSkuDs7EwWaujqjerqalRUVODp06dqLdZbWlqS8a6yslJlclVtbS0qKythYWEBOzs7pKam4s6dO2+lXVxVVYW4uDgy9uTl5REbpUuXLnIL9lVVVWRuFQgEKC8vR05ODl6+fEmqNujkFFrUVBfqi5qaGrx69YrxLqqqquSoRCwsLNCpUyfY29uTuJFQKFSaKNPYjuVyuXBzcyOxuqysLAiFQnh6eqK0tBQFBQXw8PAgixPV1dXNxjldXV0tZz8YGxuTb4/NZiMyMhJ37twhv9fV1SE5OVnh9/n8+XPk5+fD3NwcpqamzVYNrnb0bf369Zg4cSKWLl3K2H7v3r0mhb9UoaGhAQcPHkRhYeFbFYgGpKT6P/74o9IyIm9vb3h4eODQoUNITU3V+PxisRhHjx6FRCLBjBkz0Lt3b/To0QMGBgYkGB0eHo7Q0FCcP39ep3uRhZmZGWJjYxXyZW3duhVfffWVxur1mqKwsBD9+vUjk2/j60kkErz77ruM0jQul4sLFy40i1L9m0bPnj2xf/9+rfiqkpOTGatZ2gYfEhMTsXjxYsZ3qs1E4eTkhEuXLv0jsmdZLBZGjhyJnJwc7Nixo9WV2BYVFWH79u3YtGkTWCyWXkse8/Pz0bdvXzQ0NICiKPz+++/o2rUrtm/f/sYFaNvw5sDn87Fnzx7ExcUhJiam1X0TLQ0vLy/ExcVh9erVWLZsGY4ePQonJ6cWfS4vX74kDgObzcbp06dVZoroGxcvXkRFRYXO489ff/2FTZs2AZDaPufOnWM42KGhoUhISMD777+PjRs36nQtGhRFYe3atSgqKsKWLVtajBfQ2NgYU6dOhZGRESQSCU6dOsVYfG+D7hCJRJgzZ45cxnlT/XTx4sV49913YWBgACcnJyQmJuLdd9/F9u3btW6LhYUFpk+fjoSEBLUo1N4k0tLS0Lt3b1RWVsr99ueff2LdunVyz5DL5WL8+PFEjFvTTPQ2aIaCggL069cPbm5uRJC1DZrB3Nwc06dPx9OnTwkl4tuI4OBgREZGKg1G37p1C8OHD4dAIGBwSCsCRVH4/vvvsWLFCgDSmMDChQvl9mOxWFi7di2hiPz5559bVXVNZmYmevXqhQ8//FBOIPPu3bu4du2aWr4yj8fDhAkTiFbSrVu38PjxY6X7P3v2DCdPnkRMTAxMTEwQHR391jECqIPu3bvLUaScO3cOd+/eBQBkZ2dj//79aGhogJWVFU6dOsVIdsvPz0dYWFiTFeKqMHv2bCxZsoSR/Z6YmCiXnEYjJiaGxDcGDx6MwMBAuX0oilLI1QxIdUTat2+P4cOH4+XLl7hx4wY2btyIzZs349y5cyQ7+dq1a4Q1oSWQnJxMYpDW1taYOXMm4/e0tDRERka+Ub9d7WB0Q0MDHj9+jJ9//hmjRo0ijoyTkxN69OgBQLri8+DBgyadLBMTE3Tu3BlxcXGIj49XSKHwNqAp8YOUlBScOHFCpxdMPxcul4uCggI8ePCA8YGw2WxwuVy9Pj9aFZ7NZkMsFmPv3r3Izs4GAFy+fLlFeHFMTEwwY8YMEhA/cOAAnj9/DkBa/tG3b19Gu5ydneHp6YmMjAywWCxEREQwnompqSkCAgJQXV2NVatWobi4mJHtw+FwEBISgtzcXCL+2NJgsVjo0qULjIyMQFEU+vfvT7LAuFwu/vjjD8b+HTt2xPDhw5s8r1gs1in7TSQS4cGDB8jJyUFNTQ28vLzg7OyMLl26IDc3FwcPHkRMTAwpyXn69CmOHTvGOEdAQABiYmIASLmGLS0ttRLKUoTy8nJcv34dXl5esLKywtatW5ulVIaiKEyaNAlubm745ZdfGFkKxsbGCAsLQ1ZWllZZ3vqGWCzGo0ePkJubi/r6+mZZ6JNIJGQsoIU9aHHRNvzfQlVVFeLj4+Hu7g4XFxcYGhr+YxXoVcHS0hLTp0/Ho0ePSECJxWLB0NAQnp6e6NGjBwwNDTWer728vODi4qL0mXbq1AlDhw5liO917tyZcCuWlpZi69atqK+vB0VRePDgAaqrq1ssIC4SicBmsxEWFkZEamTndEUICwtDz549sXPnTlJ90dDQQOayjIwM/PjjjwoXn1U5g7IYPnw4nJycsGXLFrRv3548r7q6Ojx48ACGhoYky6q6urrZF7ptbGzg4+MDQJrZuGHDBnTs2BExMTEYO3YsXFxcsHXr1mZPBqBhaGiImTNnIiIiAoCUn9vY2Bj3799v1oz6lgJFURgzZgwKCgqwfft2tb9LHo/HKME2MjLC0KFDSbUXbQvRguJbtmxRmgklkUiwd+9eZGZmYvr06XBxcUFERAQeP36sMNjbGiAWi1FTU6OwD6jyizgcTlvVVDPh+++/Z/xPZ/tTFIXr16/Dz8+PUVnZGiCRSPDkyRPk5uZCJBIhODgY0dHR2LNnD8maDw8PR2RkJHbs2KFTyb42oH1hZ2dnEueoqanBw4cP36pFdjpO0Bj19fXYunUrEhISyPjU0NCA27dvqy3qTvvgsujWrRv69++P9u3bk3GytX33tP9y7do1/Pjjj5g8eTLRPhGJRBrNbxwOBy9evMChQ4fw5MkTCIVCJCYmKrTX8vPzIRQKceDAAdjZ2aG0tPStT965fv06fvrpJxQWFsLJyQmTJk1CREQEeedZWVnYu3cvXFxcEBwcjC1btiA9PR1CoRAxMTEICwuDra0tY07VxpekfXSawaFPnz4wMDDAo0ePSGWDqqx12cWaly9fEnuAZh+QxePHj3Hq1Cm5c9A6LGVlZfj999+RkJAAgUCA3bt3Iz4+HoBU04MeTyorK/H48eNmTcaVSCTknisrK3Hz5k1G9b2sL0/DwcEBU6ZMwbVr13D37l1s2rQJ7du3R0REBMmW1ic04iV4+PAhkpKS0LFjRxKMdnZ2Ji++uLgYycnJTVJSmJubo1evXvj777//UXxqjfHgwQN89tlnGD9+PDp27KjRsYq4oZ4/f47s7Gy4ubmpHCjVFRxStx3r16/H1atX1Wu4nmBubo4vv/wS1tbWkEgkSE5OJpNejx498M033zAmTA8PD0RHRxNHvHHJmrOzM2JjY/Hxxx/jl19+kbsel8tFjx49kJqaitTUVL0bGuq8EzabjeDgYEI7MWTIEMyfPx+AVChw1KhRjGPGjx+vMhhND0ANDQ1KSfzpAZAuvVDURpFIhISEBLx+/RosFgu+vr6IjIzEvHnzcOPGDRw8eBAjR45EbGwsAOnCQeNgdFBQEJYvXy53XlXOPd2epp5dSUkJLl26BD6fDyMjI/z0008qgxzagsViYc6cOTA2NkZkZCQjIBAWFoa4uDjExcUhPz+fiGM1t+CJItCLDwkJCXqfMFoDWqP6+/9FyL6HiooKXLp0CVFRUaTk8W1cYNYVNjY2WLp0KbZu3YqrV69CJBIRARA3Nzf07du3yXMo6t8dOnQgC5OKnmvnzp2xfPlyPHv2jMyBISEhJECRnp6Offv2kSqGe/fukZJcde0FXb87AwMD9O7dG0FBQRg6dCiSk5ORlZWltJ/07NkTX3/9Na5evapwHMvKysJ///tfta9Pi9TI2k6TJ09GeHg4Dh8+jO7du+O7776DRCJBSUkJNmzYgPr6eqVZqvqys2TFZRwcHAgfZk5ODmJjYxETE4MBAwZg2rRp6NWrFw4ePAihUNgiwRBjY2N89tlnxEkPCAiAm5sbnjx5olUwWt2+pI8xvqlz0MJVs2bNQklJCfbv34/a2lq1nqtIJCIBBPo8Y8aMwZgxYxj7TZw4Eb1798bhw4cVimvS2Lx5M27cuEEWu11cXJCbm4uqqiq1nFR1bQ1F++njWbPZbIbYuKZ9s21O1x2fffaZwu25ubnIzc2Fvb29ymB0S4vw0bh//z4yMjLA4XAQGRmJpUuXIj4+ngSj+/Tpg6+++gqXL1+WC0bT2fXNZWtIJBIIhUI4OTnB1dUVgLTaUHb8a6qva/PN6fIuGh+rSrxNIBDgt99+Q2pqKvHFxGIx4uPjSaZvU0hJSZHz4yIiIvDNN9+AxWIRP7Ql7EF6HNJkbrp+/ToSExPRq1cvODo6KhU2buqdpKSkML7BpoSpt23bpnYbWzv+/vtvYieFhYVh6dKlJNlMJBIhNTUVn332GX799VcMGDAAixYtIsHQMWPGYPr06WhoaGAE5TVdDBCLxaAoCvPnzyf0srK+sKKFLFXvNDk5mSQmdurUCT4+Pox979+/jy+++EJle+mYB5vNxqZNm8jz+OKLLzBt2jQAUjsvKSmJ0eeacz6vqanBlStXkJ6eLifaSNvIgJTGZsWKFfjiiy9w69Yt/Pbbb+jVqxfOnTsHgUCgMragzfilUTB64MCB+Oqrr5SWd5qZmWHKlClNGk9paWmIjo7WG2flPxGqJo/p06cjNzdX6SSoi+BQa8WPP/5IRGKKi4uxbds2BAUFEZ6hpkqLioqKsHXr1iYFi1xdXTFjxgxcvXqVkOrrA+q8k9raWkyZMgV5eXmQSCRYtWoVIdCX5b9UF3l5eYiNjUVBQQHKy8sRExMjx/ks2y5lbeRwOBg1ahQZbBUZKd999x0pi1ZUcnT69Gn07NmTsW306NFYvHix0vbT7Wkt/VkkEmHBggVgsVhKF9yCg4Ph5eWFY8eOqeSQbs42P3jwAHfv3tWpvKk1420cv/6JUPQe1q1bh08++QSANED9NmUP6RNjx45Ft27d8N5776GwsBA7duxQm6JC0XP96aefiHOuiNfxwoUL6Nmzp0LeX0A6P06dOpW0QZbLT93xVd/f3Y8//ojY2FjExsYq5MjduXMnrl69qjXfc2MsWbIEYWFhmDZtGmNstLW1xYkTJ0ig5sKFC8jMzGwyW0lf81LPnj3Rvn17AFBIjUbPnStXrkRwcDDOnDmDffv24eeff1br/K0JLTmnN3UOPz8/hIaGwtbWFlZWVrh06RI2btyoVOxSFr/++isREY2IiFD5LmxsbHDixAkcO3ZMbkFeVdtjYmKQn5+P48ePNzmOqiuupmg/XZ81h8PBhg0bSObYmjVr5ASUmkLbnP7m0VIifIpAV3zcvn0bvXv3Vqs6lcfjYfPmzaisrMTChQubxdbIycnBwIEDMXHiRHz44YcApNVP06ZNI4vMJ0+eVCnCrM03p8u7kD3WxsYGQ4cOVRpYNjIywq5du5CRkUHoVlksFkxMTNS+no+PjxzXu5mZGbZu3YpBgwahrq4OM2bMUChorW8sW7YM/v7+mDZtGkOwXhUmTZqE9957D506dUJxcTFOnDih0N9uG6PUQ1JSEqKiovDee+9hzJgxmDlzJh4+fAiJRIJffvkFO3bskOMYLysrw7Rp0xjfUX19vVpxDzc3N2zduhWHDx/GmjVrGL/RvrAyGhRdREkHDRpEqDby8/Mxbdo0Bq+8q6srtm7dyrDp0tLSGLpy2lxbX/O5n58fHB0dcerUKRQWFgIAYmNjMXfuXABSdoLGtD73799H79690alTJ5W6Kdp8KxoFo62trREaGoqMjAy5zMP27dvD3NycZFAoglgsRmpqKrKzs5GYmNisZX42NjZwc3NDWloaKioqVO5LURR8fHwI0X5ubq5eyoGsrKzQrVs3tVcY1YFEIkFBQQHKysrg4OBA2qxoP206hJWVFezs7BhOg4+PD169eoWUlJQW4fX29PQkgow0bG1tYWZmBkBaZpCbmwszMzOyrSnU19cjNzcXFEWRUkqaszgrK4sMghYWFvDy8oKjoyNxkGtra5tdnI4Wl0hOTiZ978WLF3ILNu7u7qTdFhYWuHPnDjw9PQkPHyB99+np6UhOTkZCQgIZILXl62SxWHJK3CKRCI8fPybBj+fPn8uNCZ6enjAxMUFycjJev34tFxx9G1XTlQVGqqurce/ePUJtY2lpSSah8vLyZhMrUISKiooWpQqxtbWFm5sbzM3NweFwYG9vj7KyMpXjbktkxrVBd2j6Hl6+fImEhIRmbNHbAXt7e9ja2sLDwwP19fXIy8vTWCBXFpmZmYRrTxHo7CNZh/z169dEpKS6uhr29vathlqBoij4+vqCw+Eo5Y7Nz8/Xa2WHl5cXQkNDERwcjNTUVGRmZiIjIwOpqano0qULOBwOJBIJiouLiXHenKirq0NJSQny8/PJYrqVlZWclgI9d96+fRvm5uYICgpqsW+soaEBDx8+JO/B09MTfD4f7dq1Q0lJidoOf2uEqakpqerk8/no3r07Q//G2NhYLhtKFgKBACkpKU1qX/B4PHTr1k1t6hhA+n3Y2dmBxWLB0dERZWVlxI5r6bmRvl5VVRUpKa6srGRU1fn7+yM4OBgAcOfOHTk7qby8HEKhUKcxsA1Nw8rKSqlYoZmZ2RvLflaE6upqlJWVQSAQgKIocDgcFBUVITExUW5fiqLQsWNHVFVVITU1FQ4ODnB3d0f37t1RXFwMR0dHRuatgYEBwydqDKFQiOTk5Cbnw7q6Oty5cwfe3t4MwS9AOsc7OTnB0dEREolE4+SPlviOuVwunJyclM6xFEXB0dER9fX1ZCzUFMbGxgrjEDk5OcjLy0NlZSUSExP1qlejDO3bt0fXrl2bHGc6dOhA5tyQkBDSj/Ly8pCTk6PTwoasjy6L+vp6pKSkkD7n7e0NAwMDpKSk/KOqCKuqqpCYmIjbt2/Dw8ODVFV369YNgNSmkI0jvXjxAnfv3kVCQoLKRR1loCuTZLPzhUIhXr9+jby8PKXimpqgtrYW+fn5DL/e1taWJHW8ePFCrs8ZGhoiJCQEJiYmkEgkSE1NZXyH9Jjx+vXrFtXLo8cdU1NTGBsbw8nJCXw+HzY2NggJCUFYWJjSY+lv2crKCm5ubnodv7SyDD777DNGGT6LxcKJEyfQv39/lcc1NDRg1qxZuH37drM7RcOGDcOaNWswdOjQJoUHOBwONm3aRIypL7/8Ej/88IPObRgwYACio6Nx+PBhUjqrK9hsNkaOHEn+V9YZtO0kAwYMgLe3N/mwKYrC6tWr8fjxY/To0aNFJpQVK1Zg1KhRDI6pCxcukMCnLh9uaGgounfvDkDqnFIUhZ9++gnr168HAAwdOhQHDx5E7969ifDCkydPcOTIEa2vqQ66d+8Of39/rFmzRuVCyJIlSzB16lQAwMGDBxEREYE9e/Zg9OjRjP0+/vhjnDp1SiMuKk2Mo6qqKowZM0blyuXy5csRHh6O7t2765Sl+zYEJpOSkkjmt5GREa5fv06oec6ePStnyP6TMGLECKxevRocDgcURWHatGm4desWLl68qPSY1pLt3gbVaHsP2oOiKAwePBh+fn7NzjU8YMAAbNu2DRMmTCBz1YkTJ3D69GkA0iDFzJkz/0/yeMvC0tISx44dw/79+zF16lQsWbIE69evR2JiImxsbFq0LdnZ2di3bx82b95MvrNx48Zh586dCvf/+OOP4eXl1aKLPWVlZRgxYgT5f9euXRgzZgwmT56Mhw8f4sSJE1qd922Y0/39/fH3338r5TqtqKhAaGhos7bB2toa06dPJxRgQMuPyfT1kpKScOHCBWzevJnBQdkY8+fPJ9lVNM6dO4fbt2//I8XFWxMGDhyIrVu3ym2XSCTYt2+f3rJT9dEHU1NTcfLkSRL469evn9IgIO2jJyYmok+fPpg3bx4+/fRTwkE+c+ZMhl/o6emJiRMnKm1nYWEhQkJC1F503L9/Pw4dOsTY9sknn2DZsmUYOnQo8vLysHXrVo2CmK1h/GtoaMDBgwebTUDvzJkzKCoqajWL4IA0XvXHH38gKiqK/C8Wi3HixAmdA9EA00eXRU5ODkJDQ4kv/OOPP6Jjx44IDQ1tMmHybcSaNWvw119/QSgUIioqCmfOnAGLxUJ5eTlCQ0PJWLRixQqwWCytebNfvHiBvn37Mt5bcXExtm7dqjcu7szMTGzatAmjRo2Cn5+fxseLRCLMnz8fN27cYND7HD9+nFTCtxQaZ1YPHjwYdnZ2mDlzJqGI1fQ8+oBWweixY8eic+fO5H+KouDp6anWsUKhkLyMfv36ITw8HOvWrUNRUZE2TWFg4sSJJAAUFBQEHo+H6dOno1OnTli7dq1KLmsul4uioiJs3LixSa4fVTh48CBRraQhy8OiK+hVIH3DwcEBvr6+sLW1lVu92b59e7NnssuCw+GQjyIvLw9Pnz7Fq1ev9FKGJfseMjMz8eWXX+LmzZtk0KLvUXY/e3t79OnTB0lJSVqt3KkCnenk5uam1ntls9mor6/HmjVrcOvWLaXckbIiMk5OTvDx8dG7eInstzxy5EjCaUqjS5cuKge3xMREfPHFF3j8+DHq6+sREhKiU99+9uwZCgsLGUT8itq1f/9+JCUlKT1P9+7dMXjwYGzbtk1t7mmaWw6QPhcWi0XuxcfHB4aGhrh9+3aLLOb06dMH0dHRAKQG0MaNG5uVLuHu3buk/NjGxgbz589vczrfIugzMOTl5QU+n4/g4GC8evUKW7ZsYRha3t7emDZtGo4dO6Yy0/dtx8uXL0lVli5jmqWlJQIDA3H37l2Vz4vFYoHL5TK+O5q7tXPnznB2dm4Wu0Eb3L17F7dv3wYgpZ9qiTGRBkVR4PF4CAoKwrJly7Bv3z5kZ2fju+++g5eXF3x9fZtd2Z7D4SA4OBidO3eGr68vDh8+jAcPHgD4Hw/h+PHj5SrqGhoaUFhYiBUrVmiUZasrZB06mpeRzWbD0dERUVFRePz4MeOZtdZAM90uIyMjBAcHw9XVFWKxGJs2bUJ9fT3mzZvH2J/uK8qC0YaGhggPD4eRkZGc9o2dnR38/PwYz4Huc7t378bTp0/lzvf69WssX74cPB4PLBYLM2fOJHahp6cnKErK9f6mRA1pvsvGWXwikQh//fUXQkJCMHv2bHA4HIhEIty9e5dkcxcUFLSa8eefjMePHyulgunatStCQ0Nx586dN5KJ2XhcoGkuaDQOHBkbGyM4OBienp6QSCR4+PAhMjMz0bt3b1AURfz08vJyOXuzoqKCCM9yuVyEhITAwMCA/M7lcjUaoxTxoF++fBlff/015syZAwsLC0RFRSEjIwNZWVlqn/dNIi0tDS9evEBVVVWz+QdisRiGhobo3bs3mTu6du2KqqoqbNiwQe/9cN++fbh+/brSStTQ0FAMGTIEHTp0YPimIpFIK657QDov37x5E/X19Vi2bBlD90kW9LagoCCMHDkS/v7+Kvm833bQmlCLFi1CSEgI+Hw+Tp06hbi4OEYSm6I5RVPQY4fsHEPrtegLjbnE79+/j8OHDwOQLtors2Nv3LiB06dPIyMjg8RLXrx4gStXrqCsrOyNUhnStlxdXR1u3rwJDw8PEst9+fIlNm7cSKhIZJGWlgaBQICQkBCG6KQu0DgYTVEUxo0b1+R+EokE9fX1jJfX+P+ePXti0aJFOHTokF6C0WPHjmVkDQNSPqCQkBDs2rWLYcTR7WOz2TAwMIBQKERmZia+/fZbnVZTjh07JifeNnHiRHTq1EnlB6euAU8bhLShTH8gND2AUCgk55IVFVEFNpsNJycnkgnc+Ho7duxoEQFDFotF7qmurg5sNhu5ubkKPwZ9IDMzE7t3725yILSzs4OtrS1evXqFkpISnQdO2QnI0tISPXv2BIvFYvANKYNQKERpaSl+/fVXUjorFApRV1cHPp9Pzstms0nZiIuLi8J3q0v7ORwODAwMwOVyIRQKMXToUMyYMUNu39zcXPD5fJKRJxs8lw2wWFtbo3PnzuDz+Wo7LY2/mYyMDNTV1TEmhaFDh2L69OkMscGnT5+SwZQGbZzW19ejS5cuWLx4Ma5cuaKVEKJEIoFAICDtcHd3h4uLC1JSUlBfX9+skw+bzUbPnj3Ru3dvAMCtW7ewefPmZr3mvXv3cO/ePQDS8reZM2c227XaoH/o0xj28PBA+/btMXv2bKSmpmLv3r0QCARkzPTw8MDixYubpJ14W8Dn8xlONZvNRkNDA16+fIm4uDi153RlIiSWlpbo1asXdu/eTX6jA8+yY6lIJEJdXR1YLBb4fD5jbAsICCCcxMqupy70IYD24MEDHD9+XKvr6wLZedLPzw+dOnXCo0eP8OTJE6xatQpBQUEqBYH1AZFIBDabjcDAQFhZWWHEiBHIzs5GSkoKBAIBkpOTkZycjM6dOyM8PFzu+LKyMvz000/N2kZVkH2G9vb2aNeuHaGNo79xXcYTTexgTa9DURRYLBZMTU3Ro0cP8Hg8NDQ0YNu2baisrMTkyZMhkUjA5/PJPF1XV0coBGRB32tISAjKysrkbFRfX1/4+voyElECAwPRuXNnPHr0CM+fP5dLjikuLsaPP/4IQDqO9O7dG+3atQMAODo6wtnZGRkZGaipqdGLL6EtFIkVbtq0CUlJSWTur6+vx507d/SevNEG1UhKSlKYaEFRFM6cOYPg4GA8evQIAoGgxYMgjfskm80mfgHtj8v+Zm5ujsjISLi5uUEoFOLevXvIz89HZGQkxGKxyvm1tLSUfJMGBgbo1KkT+YZp/4vP55N5VBvcuHEDCQkJ6NevH7p3747IyEiIRCLk5OTIfZ/N+U02JXbWmBaBRnp6OhISEnSez5uCsbExqRplsViYNm0aCgoKsGnTJr0HoxtnrzdGSEgIlixZotdrikQi3L59Gx06dMCSJUtUPjs6UWPJkiUQCoXIyMho0azYlgaHw8GMGTPQsWNHCAQCnDx5EuvWrWuWa9GxPFVVOzR0sWNp//7OnTv45ptvVO5XV1eHa9eu4dtvv2W0MycnR+2k15ZY3K+ursb169cZicW5ubn49ttvybOkF1Pq6+uRkZGBly9fomPHjuDz+XpZVGk2Ai+xWIx3332XBCkA6UOVFdj566+/cOjQIa0CPprAxcUFf//9N2PyTUtLw5QpUzB16lTMnz8fK1as0FohvCn069ePqKDLOomyUPdFikQiHD58GO7u7li/fj0SEhKQkpKC0aNHIyUlBQsWLAAgHfTGjBnTpLCfsbExxowZo/esWW0wYMAAfPfdd1i9ejV+//13jB07tlkNJicnJ8yePRtxcXFNiiRRFIW+ffsiMDAQhw4d0imbq2vXroQ/SdMV+m+++Qa//fYbw8j//PPPsW3bNuzdu5e8xwEDBhBubGW84toiIiICHTt2xLhx43D58mW8//77Sve1tbXF2bNniUH0/vvvK1xcKCsrw9atWxEUFKTQCVcEdZ9bWVkZxo8fTxa83n33XUyfPh3jx48nK7Q//fQTvL29MWHCBBw6dAgJCQnIyMhQ6/yNUVdXh4kTJ5JMjE8++QTjx4/HuHHjkJmZiTNnzmh13qZgbW2NkSNHqs2j3oY2NCe6du2KGzdu4Mcff8SePXsASBdHwsPDiRjf2wx7e3vs3bsXeXl5ZLGWz+djz549JIilDjQVIenduzdWrVqF//73v4SG49y5cwgPD8d7772HmTNnYsKECUr5fPUljqSP87Ukli1bhl27dmHv3r1ygksthfj4eCQnJ2Pfvn2Ijo7Gr7/+iiVLlmDixImYMGFCqw/eLVmyBNu3b8e+ffsYtkZQUBAOHTqksvpQHejyzaiDQYMGwc3NTS64/OzZM/Tu3RsjRoxAXFwcYmNjCfXWv//9b0yfPp2x/82bNwl3siJkZmZi48aN6NevH7y9vRm//fDDD5gxYwYmTJig9HiRSIR58+YR223evHmYP38+hg8fjtzcXBw7dkxpEKM5v0eKojBkyBCiIXLv3j1S5UDjzp07uHfvnlai221oXpibmyM2NhYPHz7EzZs332hbhg8fjq+++gqAVLdn0qRJqKmpIaXjrq6u4HA4ePDgAdLT0+UqVtTt5wKBAPv27SOLQtHR0fDw8MDJkydx/Phx/Pe//9X6Hmjq0ZCQEGzduhXdunWDt7c3jhw5whAabu5vUhlev36NLVu2KPytsrKyxedzmpogPz///5y4tZ2dHc6ePUv8s8WLF+PixYtqJaG9rWjsCzenltGkSZPwwQcfIDk5GQ8fPlS50KFLv3/16hUmTJjQZHwgKysL0dHRjHGL9tHNzc3VupYm7WpO8Pl87Ny5E2VlZZg7dy6pBN+/fz88PDwQExOj8zU0CkbX1NQgOzsbNjY2KlOzc3NzkZGRgbt37+LRo0dK99OXQI2RkRGsra1RXV2N7OxshfvIljza2dmR7Iju3bsjMDAQ1tbWCpXMtQGXy2VQFHh5ecHW1lbn0vWysjIieGNtbU0EFCoqKpCXl4fMzEzCN8zj8fDy5Uu4uroS6hJFMDY2hr29PaOESRa0OAkdpM/JyWm2MqSGhgZUVVUhPT2dcFTrqwRAEejsHmXXEAqFuH//PnGwfH194eDgABcXF52C0Y6OjsSYr6ioQHx8PCQSCWpraxkUE4qgqH9nZWWhpqYGN27cgI+PD7y9vdHQ0EBW/MvKylBWVgY7Ozul7xlQf9AzMzODnZ0d8vLymnwOPB4P/v7+KCwsRFpamtIJQiQSoaioCLm5ucjOzka7du1I1oQug3FaWhpu3LiB+/fvE64uc3NzRqYEIJ006dKu4uJijUu1TU1NERAQAIqiIBKJ8PDhQ/IuX79+DRaLBVtbW9TV1cHFxQWA1DArKCjQS3aAnZ0dHBwcYG9vj9zcXDx8+BCAVHCxpVbeO3XqhM6dO4PNZsPU1BQuLi4oKipSugDXhn8maJFde3t7BAYGonv37sjMzMSDBw9QWVlJ+ubbDi6XC39/f5iYmDA0IfQZUCwrK8ONGzcYOgLm5uYIDAxEaGgoXr16hQcPHpAxvqCgAA4ODujevTuKiopQWlqqcsx/0zAwMEBgYCCKiorU5jOlKAqBgYEkUJeZmalQpIbNZqNLly7k/p89e4b79+8jPj6e8EPromWgCerq6sj8Rtu95ubmuHHjBtq3b4+goCBEREQgJSUFz549w9OnT8HhcPTGeagvZGVlobq6Gjdu3CA2dadOnWBvbw8XFxeUlJSoFYRsaQfLxMQElpaWKCkpAYvFkhM3q6urw6NHjzB8+HCyIM7j8fDw4UMkJibKBZRTU1NVVnMKBAIUFhYqtI8EAgFqamqanJfT09PJ34mJiQgICCBtdXFxQWlpabNTdtja2hKKBPq9WllZkUQHJycnMjZZWlri5cuXyM3N1Uulaxv0Dw6Hg3bt2sHR0fGN2WdsNhv29vZo3749unTpAkDqw9NVC5aWlnB0dCRjdHV1NRGT1wYSiYQxJ+fm5sLAwABmZmZo164dXFxcGDGNgoICjRJR0tLSwGazcePGDXh5ecHBwQHOzs5EkPFNgqZ2ak0oKSlBcXHxG8kIzs/Pl8tIdXZ2Jj6ZNqD9OIlEQqhhVKGsrAzZ2dm4e/cuUlJStL7u2wBauK8lQIuWVlRUNCvVmlAoVIuyVSAQ4PHjx3B0dERERASKiopgYmICBweHVktZVVFRgZcvX6Jdu3YwNTVFREQERCIR+Hw+unbtivLyckRGRiI9PR35+fl4/fo1DAwMkJ2dDWtra5iYmGh9bUqi5ohAURQ6d+6M0aNHY9y4cfD19VW676+//orFixe3GC9VQEAARo4cqVaqOIvFwtSpU+Hq6ko4bSiKglgsRmJiInr37q2zA2BnZ4e7d++SgCOLxUJlZSXWrVvXZLBRFS5duoRr165BIpGgZ8+euHz5Mjl3WFgYUlNTGauNFEVh+PDhTZauUBSlssxHlivn+++/xxdffKH1PTTVDlpMwNTUFPPnz2/WYDSNkydPEoG5YcOG4ejRo6AoCkVFRQgODiaO7t69ezF69GidJ1HZ533jxg1ER0eTb0WXb4bNZiM2NhYbN27E8OHDcfLkScY1p06dqlRpWxPExMSgffv2CAkJwfPnzyEWi7F582aFNB00tm7ditmzZ8vxLim7j+nTp2tlINTV1WHdunXEcaK/b9nnumfPHvTs2RNBQUFkQlG0nyYIDQ3FlStXwOFwUFNTg7CwMGJo/P7771i0aBEA6fdE339NTQ3Wr1+vs0NJURRiY2Ph4uICiqLwzTffYOnSpeR6LZGBQFEUTp06hQEDBpBFN5FIhO3btzd7FiydXdMGzUD3keYARVFwc3MjQi7l5eUICQnRutqgNcLFxQX379/HixcvGGOtPpGRkYE9e/Yw+O9GjBiBw4cPEyeoW7duxOFksVhwcXFBYmIisrKycPLkSZXz+5vAvXv3CE2Hp6cnbt++jR07duDf//63Wsfz+XzcuHEDgYGBAKTCfr/88ovcfhYWFrh9+zbc3d0BADNmzMDOnTsZjoDsfNScNB3Pnz/Hzp075ewzFouFzZs3Y+rUqRCJRNi/fz8mT56s83zU3JB9hseOHUNMTAwkEgnu3LnTbJU/uqBbt2545513EBMTg7y8PCQkJMDY2BgNDQ2IiooiQYQvvvgCS5cuhVgsxs2bN9GnTx/iJ8hi4MCBRAhbFUaPHg1/f3/yv0QiwejRo3H8+HGN3i3dVwCppsXly5cRFxeH+Ph4tc+hDSZNmgSRSITu3buTTMrp06fDzc0NANOeoduojyBT25yuOVSN8TRNx8CBAwH8j+6xJeyzxjA3N8ecOXNgaGhI+vSzZ8/QrVs3+Pn5YeDAgc06ZynirR47diyJaWzcuBHvvvuuxudls9lYtmwZPvvsM0gkEmRlZWHHjh3/aBoGbZGXl9fsWjaKIDuO0li8eDFWrFiBrVu3IicnR+Nz1tXVYf369SgrK9OYh7ytb+gPERERGDhwYLM+09GjR8PS0pIRO2gKH3zwAb7//nsy1rY2e7wxaGoVBwcHho1C23wikQgffPABVq9eTX6jKApDhw5F165dFZ5Tnflc7czoAQMGkFXyBw8eIDU1FTdv3oS9vT06deqErl27kpVMsVis0tBycXHBe++9h3PnzuHSpUvqNkEpZAeYpjoize+Tm5uL0NBQchybzYa7uzt++OEHnDp1Cn///bfW7amqqsKKFStI5k5sbCw6dOiAqKgoZGVlNUkJIXtfISEhJKU/MzOTKGrL7kM7LY0HdolEgqSkJPznP/9psvN3795dIRc4zT2dn5+P33//XSdxx6ZAG0iBgYFwcXFRKhyjb3Ts2BF2dnYIDw9nOA4Ak1x/27ZtSElJ+X/sfXVAVOn3/jMFQ3cOiKCiGIDSIoogdhd2roq5H11z3XV109peXbsDuxsLA1RAsVCUkhDpGHKYub8/+N33O5eZgQGG0PX5R5m5c+9767znnPec58GiRYvw4sULHD16FEBl68XChQsVVqCJxWJs3ryZVJT37t0bvXv3BqBYFKYuEIvFePDgARYvXowXL14w3gXpoEH6s9oYRUNDQ7i4uJAkcdVnTigU4rfffiPKwBMmTCCVD/R50vtZuHAhoqKicOrUKZnjUBQFNzc3Ugl09epVhISEwMPDo1oKinbt2sHS0hICgQCPHz+W4Up2cnJijEkaEomkxnFVB/o94XK51a56Sk9E6urq6NGjB6MypaysjCGoWRUURSEyMpKs/Pbo0QODBw+GgYEBwwY2ZhLDy8sLw4cPx507dxh2k6Io8hx6eHg029Xgz1A9pO0NLebZnB2wuiAvLw+rVq2Crq6uyquPadtsZGQEPz8/vHz5kgRKz58/x+LFizFu3DgIBALGdZVIJCguLkZoaChKSkpULiSqav462m76+Phg/fr12Lp1a7ULFn369EHfvn1hbW1NOlsGDx4MS0tLxnYnT55ETEwMuFwu2Y4etypso7LXgcPhwMPDAwYGBti/f7/MPug5lOYl7tKlCzZs2ID9+/dX21XY1JC+hjt27EB0dDQWLlyIFi1aICAgAJGRkYw29aaChoYGPD09iYDnjBkzIBQKFQorX7t2DWVlZZg/fz7s7Oywbt06nDt3Drdu3WJsp2zA+/TpU2RnZ8PLywvR0dEIDg7G06dPa/0MSs/pCQkJWL58ORwdHREQEACgkiOXLqhQFmVlZbh//75cahUvLy+MHDkSJiYmkEgk+PHHHxESEoJz584x4qeqdv1zcqXpIM0lv2fPHrx48YL8TVEUtm/fjmvXrjE+e/HiBfHX7ezsGNoCDYmqSUETExP89NNPKCoqqhfVjzJ2ueozymaz8ezZM1J0JE9cVBmIxWJcvHgRBQUF+PLLL2FkZISAgAC8fv0aiYmJzdL/aSqxWV1dXQQEBODNmzd49+4d5s+fT+bw8+fPN5hGVdeuXTF06FDGZ8osKirCy5cvkZiYiKKiohoT63p6eli4cCFiYmJw5MiROh/zY8awYcPQtWtXAEBMTAx27dqlsn3Ly3E0JUxMTPC///0PAoEAN2/eREFBgcr98YaAWCxGeHg4BAIB3NzcZMbM5XIxbNgwmJub4/fff1dZl4PSyWj6AQIqW9Ty8/Oxc+dOtGvXDv3790eLFi2gp6cnw8VWFRoaGrCzs8PChQuRl5dX72Q0j8erdZLjxYsXyMjIgLOzM0MwzcLCAgsXLkRWVla9ktHFxcXYsmUL+btr167o1KkT3N3dwePx8ObNG5SWlkIikZDkFa1oSVEUoQths9mwt7cnIiY0z6GGhobSlCJv377Fb7/9VuN206dPl5uMpknYk5OT8ccff9SLnkJZ0Kr2NT1Lqjxehw4dMGvWLNJ6WlpaKjPBnD9/HlFRUZg0aRIiIiLw66+/kt/PmTNHYUJCIpHg0KFDePjwITQ0NIiTogwtR23x4sULhhMKgIgN8vl8cLlcVFRUkAQR8H8iFzVBT08PXl5eYLFYyMvLk/m+pKQEW7duJU6dm5ub3MSvrq4upk2bBi0tLblJXxaLhU6dOhGbc+vWLTx79gwuLi5k/FW353K5aN26NVxcXODj44Pz588zJjpNTU04Ojriq6++AovFkuGu4vP5sLCwwLx583Do0CEyLhaLBU1NTYhEIoVOMpfLrdPCCY/HI9zhNGgag4KCApSVlYHP58vYt1evXpEW3q5duxKObbFYjJKSknrzdsoDi8WChoYGcVxLS0tJcNy+fXvMmjULQ4cOlWvPzc3N4e3tTd5nRYIqtUVTOdL/VdT1epeVlSnlrH9sKCwsxObNm9GlSxcMHjxYpfumr7O+vj66du2KvLw8fPjwASKRiMzpnTt3hpWVFTQ1NRmihWVlZXj06FGDdBXV9v5LL7TSNoTP50NLS4v4QEVFRejQoQOcnJxw8+ZNBiUJDYlEgpKSEnh7e+PLL79ERUUFsXNdu3Zl+KdAZaXdy5cvUVRURDgZpecNWuymoqKCIT5Zn+tQVSxKTU0NfD4fnTt3ltleU1OTCOSVlZWRMVpZWSEoKAj37t1r1sloaZw+fRpPnz7FnDlziKhhYmIiCgoKVKrBUlvRIS6XC21tbbi7uxPfbNSoUeT78vJylJSUMBLD4eHhiIqKIlU+CxcuRG5uLh49eqQUtUbVccXHxyM7Oxuurq5EKLO+SE9Pxx9//IE1a9aQ80lKSkJYWBh4PB7xRarz6zgcDqlkl0eB0L59e3Tq1In4jAsWLACLxcKNGzfw8uVLufGTKvB5Tq87Fi9eDACELqBqHKBMhyzNp16XpIky947D4cjVyTEwMMCCBQsQHh6OK1eu1PrYNBTZ5ZrGJU2zlZiYCB6PR/zV2sRo9+7dQ2RkJIYNG4YOHTqgU6dOyMvLk6GRklc8VhdUV8ikzH1sqndNW1sbXl5eKC8vR2ZmJsaNGwcnJydwuVykp6c3WDK6c+fO5D2RRl0XqFNTU/H8+fMaYy51dXWYmZlh7ty5OHfu3H82Ge3n54d58+YBgEyM3pxB2xBp+tOaYGBggKCgILx48UIlRbfKjE8Vv6MoCs+ePUN2djacnJwYC+G03+zn5wdXV1fs2bOHFMbRPrm0fa/NuOqc7dPW1sbkyZMJr+ulS5dgYmIiN6FJDsblYu/evXBzc1NJolFTUxNjxoypk/heTk4Odu3aBVdXV3h6etZ7LMrCwcEBVlZWmDlzJp49e4bAwEA4OTnB29sbU6ZMQV5eHo4ePUoCpTlz5pBK6qysLKirqyM4OBjOzs6NssoikUgwa9Ys3Llzp9G4xa5du4aoqCgEBgaqjMe7tvjuu+9w8uRJGU7JjIwM9OrVq06iA+3atcPhw4dhaWmJ8vJyjBs3Do8fP27wKtbRo0fj22+/hZ6eHgoLC3Hs2DFGsjczMxPHjx+HWCxuFOckNTUVvr6+pCKjJsycORPDhw+Hvr4+MjMzcerUKUZQaGlpiSFDhijkKzIwMMCpU6fQunVrhef322+/oXfv3jKCn7a2tjh+/DiCg4OJ0r002Gw2hg8fDnd3d5W8j5qampg4cSJOnTqFFStW4J9//oG/vz/5nqIoXL16lcEnSSM2NhaBgYEq4eGvCmNjY5w6dQpGRkYAgLlz55IJ9sSJE7h7967Cdk8jIyNMmzYNfD4fYrEYJ06cUAmv7uegtXFR1+u9ceNG7N2795MQLWwqdO/eHY6Ojjhy5AiD1sfIyAhXrlzBqVOnsHTp0iYcoXzExcWR5IKFhQVOnTqFyZMnY/Xq1QgKCkJYWBh8fX0xadIkrFy5Elu2bCHc/dJ4/vw5xo0bBwDEhlTH9xwTE4PCwkIMHjyYJOek7WLv3r3x22+/4fLly6QSm/Zl64qqtm3ZsmWYOnWqjFiNjo4OTp48iTdv3mDOnDlYvXq1DM2IPA7sjwkDBgxARkYGjh49KjchWpfgqbaiQ71790arVq0UVkEfOHAA69evl9HhKC8vx4QJE+Dp6YkDBw5g/vz5GD58OEaNGqU0zRA9Ln9/f7Rt27ZB/Ni///4bhw4dAlDJY1lQUICVK1diwoQJACqTahcuXJD7Wz8/P+jp6WHHjh1yk9EnTpzAvXv3sH37dnTr1g0AMH78ePj5+WHy5Ml48uQJdu7cCTc3N5XGT5/n9KbD48eP8fbtW4wYMYIUQNUGyty73r17o3Xr1vW2tbVBbZ8pBwcHWFtbY9CgQZBIJBgxYoTcOUkRysrKMGbMGHKO8+fPx8yZMxnb3Lp1S2axoC54/vy5TLc0UBmXjBgxglCFNle4urqiY8eOuH37NpKSkjBs2LCmHlKtsHz5cpiZmWHYsGHVivOtXbsWAwcOZGiXfcbHA9qGXL9+HaWlpUotUOXl5WHPnj2N0qVc13mzut9lZGRgx44dCAsLQ2RkJIDKLoLdu3fLXYAODQ1FdHQ0xowZQ/IotRlXnTPCHA6HJCaASuJriqKQkJAAbW1t+Pv7IzIyklFByWKx0LJlS8LhVxdoaWmRiVJDQwMmJiY1OnryHF+xWIzs7GykpqYiPj4elpaWpKKIw+GgV69ejO1jY2MViiPWBnw+H+rq6igpKUFGRgbi4+Ph4OAAY2NjtG/fHgUFBTAxMUFaWhpevXqFly9fMgjg+Xw+WrZsiRYtWtR7LNJITU1ltHDRkEgkiI6ORmJiokqPVx1obrqmaLnIyMhAdHQ0oqKi5Cb8Kioq5H5eHVgsFtzd3SESieDg4IB3797hwYMHePbsGXmm2rRpQ3j4cnJyEBUVVatjqKurw9PTkwTeT548IcG6gYEB4UOjOxOsrKwIrQ6bzYadnR2ys7OVVkDncrnw9vZGq1atAECmTRoAnj17RoSCpB0vkUiEN2/eKNw3RVF4+PChTJCUnJyMzMxMwlPN4XDg7u4OGxsbGBsbKzR8EokEaWlpKC8vJws72dnZKC8vh4WFBTp27AhnZ2dyLjS6dOkCZ2dnODg4wM3NjdiEwsJCPHr0iLRX6+vrg8/nIyEhAcbGxtVWSdOCY9IwMzODo6MjuTbPnz/H69eviTgAfZ/oc5Hef2JiInlv4+Li8OrVq3px3rdv3x4mJiYIDw9nLD7RledmZmagKIqR+KfF04DKZLqHhwdSU1NJtUlJSQmio6PRtm1b2NraomXLlpBIJHj06BEMDAxqvZgoPQd8RvODRCJBamoqhEIhQkJCEBERUe37Lg01NTV4enoyEkilpaUIDw9XaZVlfWFmZkZouExMTMjnDVXZp62tDXV1dXTv3h0pKSlEBJJ+L7t06YJevXoR7ujmQolTVlZGKifYbDaio6Ph4OAABwcHaGtrk7ngw4cPYLFYCv0akUgEOzs7UBSF+Ph4Is6oCNra2sTPpO2hsbExsaUWFhbg8XjQ09Nj2FdlUfU+5+TkICsrCx8+fCDjomlWqoKeb7W0tBAQEEDs/ccKZ2dndOrUicxLLBYLenp6KC8vb5LkYmFhITIyMvD8+XOZDq4uXbqQe5KTk6PwuiclJUFTUxMhISHgcDgQiUSEMi8qKgpZWVlISEiAlZUVOe+MjAwZ/QcWi0V8IEtLS/Tq1QvR0dEqWYzNysqSWZB58+YNnj17Bg8PD5ibm8POzg5A5TsQHh5OOhstLCygq6ur0Kbm5eUhPz8fd+7cAYvFgoeHBwwNDaGrqwsNDQ0SP9UmSfcZDY/379/j+fPndRLOKykpQVlZGZKSkiASiWQooOoDbW1tmJqawtzcXEY8FKhcAEpNTW1Q4TFlQXeRamho1MmGURTFiJefPXsGBwcHeHh4EJ/BysoKBQUFjHfS1NRUphhGEUQiEVJSUpCSkiL3mrHZ7GblLymClpYWtLS0IBQKkZ+f3+DHS05OJvGSlpYWg2rI0tISFEVVm1SmoaGhAQsLC7Rp0wZmZmYKFzxpCAQCGRHc/zqMjY0REBAAiqLI/FSXgkc65lR1Tkwe4uLikJGRoVSMTc+RNT0bzRUVFRXIzs7Gu3fviJ9U3eKWUChEeXk5EhISiJ2rDVTKg1BYWIjg4GB4enri0qVL8PPzUznHsLW1NQIDA2v1m+omk+fPnyMmJgZTp05FamoqBgwYgFWrVsm0Ci1atAh//vlnncasCPT1MjU1xfjx40nlJYvFQnBwMFauXNloCdnLly8rbI9qTjw8DY2wsDAMGzZMpefM4XBI5ROLxcK+ffvwww8/MI4xc+ZMLFq0CEDl6lttifiNjY1x9OhRElgPHjxYblWMnp4exowZw/jMwMAA48aNw+3bt5Vuj9LS0sLevXvJ3ywWSyYw+umnn/Dzzz8DqN0zJJFIyLWQB3pfmpqaWLx4Mdq3b1/t/vLz8zF+/Hi5+xkyZAh2794tYyNYLBbWrl0Lf39/sFgsjBgxAsOHDwcAREdHw8vLizFxZmVl4eDBg+jVq5dcahIaDx8+xKBBgxifjRw5EkeOHAGLxUJOTg5Gjx6tdDBx4sQJnDx5knFO9cGiRYswePBgdOnSpU5iHlZWVjh9+jS2b99O2uHi4+MxaNAgfPPNN1izZg369euHBw8eYNGiRejRowepvFIWLVq0YLRbf0bzglgsxrlz55CRkYFff/21Vs+koaEhgoODGYsNSUlJcHV1bRYctDR69OgBBwcHmc8bMvmmo6OD/fv34+bNmxgxYgTjOz8/P/Ts2RPHjh1rtgrtmZmZGDVqFKZPn45t27bV6rdGRkYYP348JBIJDh8+XOP2Hh4e8PDwqHabAwcO1GoM0qh6n6Ojo2vdWuzp6YnLly9j6tSp2LdvX53H0tT4/vvvMWDAgGZT1RoXF4fTp0/L3F8Wi4UrV67IFJooQkxMDPr37w+g0td48OAB3r9/j969e+PRo0d4+vQpZs2aRZJrYWFhePz4MWMf/fv3J5XDAQEB6NWrF4YNG0YEPFWNzZs34+DBg4iMjISdnR2pks7Ozsbq1atJdwp9baqzzRRFYeXKlbC3t8ejR4+UTpR9RtPh+vXrmDRpUp39QIlEgosXL0IgEGDatGkqW9S0tbWttuq1sLAQR44cabTuW2Vw48YNZGdn16u4AwC2bt2KQ4cO4dGjR2jbti2AyvnJ3t4e33//PdESGj58OClKqQkFBQUIDg5uVtfrY8CZM2eI7W3fvj0RsmWxWOjbty/ev3+PXbt21VjNam5ujvHjx4PFYjVKEv1ThIeHBy5fvgygMn7u3LlznTrCWrRogTNnzuDp06cICQlR9TAZuHPnDp4/f96gx/iYUV5ezshH0FDGv20QUt6EhARcunRJZcHj+PHj4e3tDaCy0kbVL79EIsG9e/eQkpICsViMs2fP4sOHD1i2bBkEAkG1v9XU1MTKlStJdd+ePXvw8OFDxjZbt26VEY6oKmJYVWGzT58+0NHRwcaNG8lkpQh8Ph+rV69GWFgY/v77b6XOWR7+S0lnRXB0dMSmTZuwd+9ePHjwgPHdF198ATs7OyK0oSwoikJYWBipmIqNjZW51jExMTh37hzu3r2LV69e1epefPHFF+jevTt0dHTkqpnfunULc+bMwYIFC0iFtDTo5y42NhYXL16Et7e3TGtxVZSUlODnn3+GpaUlZs+erTAQlXcexsbGWLFiBTQ0NEBRFP766y+ZCiVlzr+8vBw//PADPD09sWDBAhw5coQkBKq+M4r2J09duXv37ti8eTMcHBzId9euXSNGNisrS6mqg7Zt22LBggXw8fGROxYtLS2sXLkSLi4uYLFY2LFjB0JDQxXSl4SGhuLQoUMyAiuqfm/rSjcyf/58eHl5MbiladDiEvTntra2+Pvvv1FQUKB0dRWPx4OPjw+pwm8uyY/P+D+8evUKsbGxpEKwumeTnjuTkpJIcjI/Px/Lly+Hr68vpk6dCqDuz2NDwM3NDVOnTkV+fn6TBILSfsLu3bvx9OlTrFy5EkKhEI8fP0Z6enqzei8sLS0xYMAAREZGIj09nSEyM3fuXAwcOBAAiFgtUElRsXbtWohEIrDZbCxevLjWbd0NeQ3s7Oxgb2+PX3/9FQkJCQAgt5rq5MmTSElJwbJly9CuXTts3rwZhw8fJlXt9L2cPHkyOnbsiJ9++umjCmy9vLwwadIkODo6knf09u3bOHLkCBYsWCC3KrwhUVpaitDQUBLQyhNs/vPPPwl3Ln0fpNG/f3/069cP69evR3JyMtkHPXc5ODhg8+bNOHLkCEJDQ3Hz5k3ybMqjIdq5cyeePHmClStXNloyt7i4mNCy0SgtLWXEY7Xhvk5PT8fChQvRt29fGfGvz2h+UIU/qK+vj/79+zPoNLOzsxEeHl6r/airq8PHxwcWFhYK+ZwfPnyIlJSUeid9GwKmpqb4/fffSafuH3/8oXSXlzRKSkqwevVqBk2DdNcQUEmTkpeXh6+//hpCoZB0UPL5fPj4+EBNTQ0URWHTpk1ITk7G+vXrcffuXRw7doxxrNatW6Ndu3YfHSVEbm4uLl68iPj4+AY9Dv1+pKWl4csvv8SAAQPIQomenh769euH169fy73PHA4H3bp1Q35+PubOnQug8j4qogxzcXHB9OnT0aVLF+Tm5uLnn3+utdDspwY6d2BhYUFyBzo6Ovjll18QGhqKnTt3KvytkZERvv76a0buAKiMERrS56Pnf2nb6unpiUmTJmHLli0fjb5HXdCuXTsYGhrC29sbbdu2VRiPSedpHz9+jO3bt9fqOA2SjP7w4QPev3+P8vJyaGhoQF1dnSF4VVt0796dcC69fv0ap0+fRnl5ucoEkSiKQkxMDFJSUsjk+PTpU3zxxRcwNTWFUChUGHiqqalh0KBBsLKyAlCZ+KuajL569arc37LZbOjo6MilGenSpQs6deqE06dPIycnhxHcFxQUMFpUWSwWRo8eDUNDQ/zzzz8ffVJZS0sLenp6jRpUUxSF/Px86OvrY8yYMXj06BFevXpF6GcAwNvbG25ubti4caPCZDRFUTLPpkQiwcuXL0mQlJmZKSN2mJ6ejocPH+Lw4cOMFk7aUEsbAPoZkB7X4MGDFQbsL168wMuXLzFixAi5yeiKigoUFhYiPj4ekZGR6Ny5c7XJ6OLiYmRkZGD//v3o1KkTZs+erXBbedDS0sKIESOgq6sLiUSCo0eP1qlNuaKiAkeOHEFaWhomTpyI69evY8eOHbXaR1lZGXJzc6GlpUXaaTp27IiOHTsCqKzyLCwsRHh4OEOUVBkIBAIEBQWRBYKCggIG1zifz8fEiROJ7QgJCcHRo0ehq6tLng96fAAQERGBrVu3Avg/20GLMAGVjpKOjg5KS0vrLDRaXFyMvLy8WtsQFouFAQMGoE+fPjLf0eOSfubNzMwwa9Ys3Lp1S2bRp7i4GOXl5dDR0WFU5mhoaMDJyQm6urq1PKvPUNGZBQABAABJREFUaCx8+PABL1++VCpRy+fzMWHCBERERJBkdElJCfbt24fS0lKS+MjPz2824od2dnaYMmUKTp8+zRA9akyoqalBX18fUVFRSE5Oxty5c5GVlUV43RobtKMuFotlhHz09fXh4+ODrKwsFBcXEz+GxWKRqtOqyM/Px/Hjx5Gbm4uKigoMHTq0Ti2YqqBMkRasoe2YiYkJ7OzskJCQQAJLPp8PfX19FBYWEj/3yZMnePfuHWbPno22bdsiKCgIb9++RVJSEsOu+fn5oVOnTti1a1eN45VIJEprLTQ0bG1tERgYyKBsevHiBbZs2YLhw4dXm4xWlW8n/czRCZzqFjfPnz9f7f46dOiAUaNGYceOHXKTy/ScnpCQgCdPnshsUzUBFBERgeTkZHzxxRdkAbuhk24ikUip7gFlUVhYiOPHj8PMzOxzMvo/Ai0tLXTp0oXRYh4fH49bt26RmF4ZaGhowNbWFhoaGjJ+Nm1bX79+TRb1mht0dXUxfvx4aGpqgs1m4+LFi0hPT5eh46kJFRUVCA4OrnabhIQECIVCCAQCFBYWkqITHR0ddO7cGWw2G0VFRUhNTUVCQgKGDh2K4uJimWS0ubk5XF1da3eiUmgqEVGhUIjIyEhkZ2dDXV0d5eXlDZrLyM3Nxc6dO6GlpQVfX1/o6OhAS0sLLi4uKC4ulmv/uVwubGxsEB0dja1bt1Zb5KSjowMnJycSH6ekpGDPnj3Val186qDpaffv34+OHTuSa6OhoYFJkyZBXV2dJKNZLBZ0dXUZz6KVlRWmT58OPT09SCQSXL16tUE0kqqCHoOamho0NDSgpqaGzp07IygoCDdu3JAbCzQmL35DwsrKCi1btsTYsWNhamoK4P/yBNI5XV9fX3zxxRcAgOPHjzePZDRQefOGDBlCkntbtmwhqxj1ga2tLWbNmoXLly83Cs9eVFQUxo0bp9CAFBQUoH///iS4qI2hadGiBc6dOwcLCwu533O5XOzbtw+PHj3CyJEjiVplYGAggzdWS0sL586dq8VZNW9s2LAB3bt3x7lz5xqt+qygoAADBw4kTsaKFSswd+5c9O/fn1AmLF26FOrq6jI8hFVx/vx5mYlMOglJizZIQ0NDAzweD4GBgUhMTCRVuNra2jh//jysra3JttnZ2TLj2rp1K86fP1+naqTXr19j+PDhhG+0Jvzyyy/Yt28f0tLSGBVtyiI1NRXdu3cnBl7Z4yrCo0eP4OLiUqdOjHPnziE8PBzbt2+X276bkJCAwYMHIz09vV5jFAqFGDx4sExVc1WYmJjg4sWLMDIyAkVR+Oabb4gwmbQD3LJlS5w9exaHDh0iVCj29vY4deoUtmzZgj/++KNO41yzZg02bNhQ7/OVRps2bXD69GkykUnDw8NDhtZkzZo1OHbsGM6fP8/QF2CxWApFKj+jecDd3R3t27dHcHBwvfgfL1y4gM6dOwOoTDg1lwTc27dvsXXr1iblSvX19SV0AKWlpbh06VKtg2NVgrbjiYmJMn7IoEGD8Ndff2HChAlISkrCgAEDatxfq1atEBYWhs2bN2P9+vWYPHkyLC0tGX5WbcZVHzx//hy3bt0CUFlxdvbsWRw5cgRBQUEMGxkUFISgoCAMGzaM0KQsXLgQM2fOZPh3K1aswPz582U0FgwNDXH16tUaCzbevXvH8FOaEmfPnsX9+/exY8cOhsiuMlBVwiMuLg4XL14EUJmoV0ZYqDps27YNR48erTHAXbp0qdKL8FlZWRg1ahRZVK4Ln29TwsbGpto45TP+G0hLS8O2bdvwzTffkK6lmpCVlYVBgwYhOzsbLBYLW7ZsIQULMTExuH79eq26TBsb+fn52L17N5ydndGjRw9s374dT58+xZAhQxokNs3OzkZAQAAGDRpE/HoWiwV1dXUcPXoUy5cvJ5y1Pj4+jLhSVWjqziovLy907NgRhw8fVlrDqD7Ys2cPLly4gKNHj6JLly4AKmN0ebFtcXExJkyYgJcvX1abKDcwMMDFixdha2vbYOP+GLF27Vr8888/SEtLk8mBVIV0LEyDy+UyxPG2bNkCsVjcIALB8tCrVy/0798f48aNI1oxffv2lcugwOFwqtWP+phQUVGBY8eOoUWLFhg+fDg2bNiAXbt2qVRou8GS0UDlip6RkRFsbGxqLVIljejoaFy8eBG+vr7Q1NSEmpqaSknBq3OMtbW14ejoiKdPn8oNiCUSiQy3qrq6Onx9fZGZmalQiM7T05OIpil6kSiKwps3b/DmzRtGu2DVB4DP5+Py5cvIyMj4KKui1dTU4OvrSyonnZycYG5ujri4OHA4nAZ3gtPT05GRkYGEhATiGMXExEBDQ4NBx6BIdKa8vBxv3rwhibKMjAy57bb0c6ahoaHwnuvq6sLU1BTt2rUDRVHQ0tKCRCIhla7p6el49+6dzLhorjdajE8atra2cHJyYghtvXnzBjExMejWrRvKysqQmJiI8vJypYL97OxspKWlwdfXt05K6hUVFSoRA6VRWlpaI5WNIhQVFaGoqAg3b94k975ly5ZwcnICUPkud+rUCWw2W8Yxsre3R/v27eHk5ER4Iw0NDcHhcODn58ewebSom7xANDU1FREREbCwsED//v3RunVr6OnpgaIoCIVCcm4tW7Yk/MpWVlZo1aoV3NzcMGjQINy7dw+lpaV49uwZI7lvYGCAbt26MexbVlYW7t+/L/d6ZGdnyyQRXVxc0KlTJ6irqyM5ORlRUVEKk9VCoRC3b99m8GqpqanBxsaGURmdk5ODu3fvyrVXb9++RU5ODsLDw1FSUgJPT0/G+NPS0sgCBF1V/hkND3nzZNXPrK2tSYVoXFwc7t27p3B/5eXluHr1qlxBWPq9BCoX6vr06UMcu/Dw8CZL6JSXlzc5lQIt+gNUvm9FRUU1JscbstpJLBYjMTERiYmJMgu1IpEI+vr60NfXh0QiAZvNRlJSEs6cOQNPT09oa2vj1q1bZD7z9vaGsbExbGxs0KpVK8KxWRd/r67nLBAIyFyekJBAzik9PR137tzB48ePZeYbAwMD2Nraonfv3mjTpg2ASkoXWpS4qKiIdN4BlUnUuoCiKLRu3VrhXNKYEAqFEAqFuHnzJkmK0O2q9+/fR2FhIezs7JCTkyPjO9XlvmhpaRF7X1ZWhlu3bsl95uqD/Px8ue+3WCzGjRs3kJubi65du8LIyEjphX8dHR106tQJz58/l+GUbu7w8vKCs7Mz7OzsiHBht27diL+jSNCoqaor/+uwsrLC4MGD8fDhQ+Tn58PX1xdpaWlyKWmUwcuXLwldwfPnz5Gbmws2m600BURJSQlSU1PB4/HQpUsXCIVCUpDx7t07pefSpnqeJBIJ8vPzkZaWhtjYWFhbW6Ndu3YYPHgw0ZtS9fFSUlLw4sUL3L59G25ubmThUjoWAKDSGEoayvh5DQm68jQgIIDEvU+fPmWIQqoSNFWg9OKCohidy+Xi/fv3jBiLy+XC19cXBQUFpCuew+HAyspKbgHOfxk5OTlyi8bo+VyawqSiogIvXrxgdGlramrCzMyMdIrHx8cjPz8fBQUFKhEFroqqz33r1q1hZmYGOzs78Pl8UBQFe3t7qKmpITExsd4dnI1t55Q9HkVRKCwsJH5eTk6OjP158uQJzpw5A6CyQLC2aNDKaFVh8+bNCA4OxuPHjxtEMbO6sbZv3x4nT57EwoULlRYw1NfXx+7du3Hjxg0iIFIV3333ndyWdmlUVFRg6dKlMrQfVVFaWkr4iz5G0NdLOumckpKCU6dOwcbGBoMHD27Q40dERMjwONVGrFIoFOLEiRMy1BtVoew7YWZmxhDppCuzAODUqVNyHcvs7GxMmjQJU6ZMwa5duxjf9e/fX4ZL/OTJk/jmm28QGhpap3YSLS0tbN26Fba2tp9E0EFXIQDA7NmzsXnzZgCVzn1wcDB+/fVXLFmyhPGbwMBArFmzRu7+6OutzLW5f/8+Ro8ejcOHD1crztq3b18yLhpDhgzBwIED4evri3v37skI+9nb2+PEiRMM7r9bt26hV69eSk+cixYtwtixYwFUVsNNnjxZ4bapqakYM2ZMjRUbsbGxGDFiRLXc27Nnz0a/fv1khDjv37+PUaNG4dChQ2Rcn9HwkPcsV/3M0dER3bp1I4Ko/v7+Cp8zoVCIGTNm1HhcExMT7N+/H4aGhqAoCv3791cotvsZ8tGQNrq8vBznzp1TOikYEhKC69ev49y5c2jbti3GjRuHgoICsNlshISEoGfPngAqfS9psd3ankNdz7l79+4koZyZmUmEelNSUqq1z2pqakSouCo+fPhQY5u2shg8eDAePXpEKoKbGj/99JPMZ9999x3atWuHR48eITo6WkZYqC5Bl6WlJbn+WVlZWLlypVyu7oZAWVkZ5s+fDz8/P1y7dq1WYzc0NMTevXuxd+9epStKmwNYLBa+++479O7dm3zG4XAYvlJoaCjDP5X+7Wc0Pnr06IEePXpg+PDhiIqKwoEDB3Ds2DEEBQXVaX8HDhzAL7/8opJx7d+/H0eOHMGRI0dq/fumfp7evHmDt2/fYtKkSbCxscGRI0fwyy+/YOXKlQ1yvNDQUISGhuLYsWMYOXJkgxxDEZTx8xoafD4fmzZtIgt+c+bMqTVNYmOBjoWfP3+OIUOGNPVwPkoUFBRg+vTpjPk8JydHJta0tbVFVFQU9PX1QVEUVq1ahejoaMycOVOlBao0qj73Xbt2RYcOHRjfd+vWDR07dsS2bdvqTI+p6HgNDWWPp8x2mzZtwqZNm+o8lgatjAYqH7Jz586hdevW2LVr10fTtiASibBy5Up4enpixYoVGD9+PNq3b49Vq1YpTSvg5eVFApns7Gx8++23pNpr48aNOHTokMxvrKyssHr1aly5cgVHjhypcwXNxwiaIP6ff/7BrVu3UFhY2CiV3pMnT8b8+fMZn23btk2mqm/u3Llwd3cHAEK07+XlhRYtWqi0HaMuBsnAwAA//PADqYpetGgRRo8eDaBSSI+iKKxfv54IZ7548YL8tmXLlti1axeOHz+OM2fO4MaNG2RVuGPHjrC3t2cca/LkyejevTtMTEya3ElsaMg7vxYtWmDVqlVEeFARXr58iXXr1oGiKIhEInz48AFOTk5YtGgRgEobs2bNGsI3tXnzZty/fx8//vgjoqOjsX37dkRFRcHY2JjcW/p4aWlp+O6771BWVgaKomQ4qzgcDr799lu4ubmBw+GAxWKhrKwMq1evRmRkJCQSCSZMmICAgAAAld0nv/32G2Mfrq6uRJSwpvtMURQ2bNgAbW1tMiGzWCx8/fXXsLS0RFBQECMpmZWVpZSGQHR0NCZPnoxp06bB1dUV33zzDRF2+YzmAwMDAyIuqWqbkJ2djTlz5qBPnz4qT+bw+XysWbOGVPjt3r1bbnKlOWLLli148OABrKysGItNjYknT57gzZs3KCoqQufOnfG///0PQKXf98033yj8HT2vm5mZYcuWLbh48SJJfJw4cQK+vr6ktbuxkJiYiMePH8PPz09mzgMqk6GrV68m3P7yID3eZ8+ekap/VbZTs1gs2NnZEdGlqt/5+PiQylWgsqjh+++/r3P3kDSkfaA7d+7UqNGgivsnEolw48YNhISE4PLlywBkBfkaGmpqali9ejWZ8/fv309Eyek5fefOnQgNDQVQSVc0d+5cGWHy5ghvb2+iyZOVlYVvv/2W0WlRdfzSfzf3c/sv4dSpU+T/o0aNwoQJE6ClpYWePXtiz5492LhxI6NjrTrExcVh2rRpjMKXdu3aYdmyZfDw8EBJSYlMLKylpYUff/yRJBD//fdf3LhxA/n5+UhOTsbp06cbhd+1oUE/84MGDYKFhQV+/PHHBhPd++eff3D27FkAqJNw4scKsViMkJAQWFtbo2vXro1yvO+//57RPczj8bBq1SrS3XT48GGcO3dOpjO9uLgYixcvlrsYHx4eTgqIpDUzPqPSd6STzbWdz69fv449e/bgxYsX0NHRwaBBg5Camqq0fasrHj16hOTkZPj5+ZEivo9hjlcVsrKycObMGXh5eZF8aHUderNnz1a6e16lEYx0tQP9f7p13MfHB35+fnXar46ODoyNjRWqONYXFEXJiH6JxWKcP38eWVlZmDZtGlq0aAFDQ0OsW7eu2n3p6uqSsVpaWpLqZ7pVicb169fl/r5du3aYNWsWwsPDcfDgQRWcXfMGfb04HA5KS0uRn5+PK1eukGpIHo9HWpJVwQkoDQ6HAz6fj27dupEkbllZGfLy8uQK3fTo0YNReRocHIzWrVujVatWKhtTTVBXVyfXQ/oza2trjBkzhjiCfn5+EIvFyM7OBkVR+PDhAy5cuIC7d+8CqGx3MTU1BY/Hg6GhIcaPH483b97g9OnTDKfHzMxMJjD38PCAh4eHzNjYbDaMjY0hFAqbDcdrfVFRUYGcnBxGMsHAwADjx49XWAlPURRycnIQExOD/fv3MxZUjI2NiU3IycnBt99+Sxz0O3fuIDY2FkFBQXj8+DH2798PoJKzMTAwEAYGBqAoCnl5eUhISMChQ4cUtuez2WwMGDCACJkIhUJkZWXh1KlThGvf3d0dkyZNAlDJ0Vs1GW1jY4OJEycqPdFK2zQNDQ3o6+tj4MCB0NDQwKJFi+Ry7ElTDpSXl8s4dGlpadi/fz+6d++OTp064cSJEzK0SJ/RcJA3p8uDhoYGHB0dUVJSQgLUuvD9sdlsGBoaory8nNiQoqIiHD16FHp6epg6dSr09fVhZGSEnJwc8Pl8wiFHQ5rioyZwOBz4+PgQ9fm7d++SZLS6ujr09PRQUFBQ74oHRZBW6Vb2PaPnyZCQEFy6dAmTJ0+Gnp5ejZ05qgBFUSgpKSELSwkJCWRh09ramtiLzMxMbNu2rVohXKDStxs7dizy8vJw6tQp3L9/H69fv4a+vn6dFnirazFWdI1pv+L9+/eIjo7Gu3fvyDMsHTzq6elh3LhxKCsrw82bN4nAoqJr8+7duwZTWTc2NoaxsbHM57SQrJWVFfh8PlmEPHToEPGdhEJhnTnPfXx8SHUyj8cjiRKxWIycnBzGXCcWi5GRkVHrRHzV+yQWi/Hq1Svk5uYS/6WxweVyMWTIELRv3x5AJY3b5cuXkZOTg7S0NEyYMAE3btwgwoF5eXnEV2Sz2XXS8lAlWCwWDA0NUVFRQagRaFvr7OxM/IB3795hy5YtyM/PB4vFqrHajMfjQVNTE6WlpfVqUf5M61F/SNuawMBAIlZubW0NXV1d7NmzR+l9ZWdny8SfBgYG6NOnD9hsNtLS0nDixAmG8KChoSFWrFhBnvW7d+/i+PHjACrfB1XawrrMm6pAaWkpiouLoaGhgU6dOqFt27bYsmVLgyWjb9++3SD7VQZNdY2Byjn59evXKCoqQuvWrVUa98sDRVFkoZOGmpoaxo8fDx0dHRgYGOD169cICQmR8S1FIhFjIYgef1ZWFqKjo0kc9ylDOo4TiUQyvj+bzZahPcnLy8PJkyehrq5OuKBpXz4/P19uvCgWi5GZmYkXL17g6tWrACqLBBwdHSGRSGqVjK4NHQ39eVJSEnJyctC9e/caO8pV+d7UNK7aHK+639S0j6KiIjx9+hQ9e/ZEjx49sH79euTl5RHaJolEgpycHPB4POjp6aFXr14YPny4Uueo0mR0Q62Yf/vtt5gwYQJj1UqVkEgkOHHiBNLS0mQcqqioKFINIZFIauSl+fHHHzFq1CgYGxvjzJkzpOJW2gmsDm/fvoWXl1eDCBM0R/zwww8YPXo0jI2Nce7cOcydO5exQkYn54FK43XgwAGinl5fCAQCjBgxghHE37p1C9OmTasxkUKPS1NTUyVjURY9e/YkvME0Bg0aRJIp0khJSUGfPn1Ihbk0F/CUKVOwcuVKuQFtXaGvr48rV67g9OnTSov7NHckJCSgX79+teKjKikpwYgRI/D8+XOZyv67d++ic+fOxJ5UXVXMzMyEn5+fQnEUiqIwe/Zs3Lhxo1YO2l9//YV//vmnQXi15GHChAlYvXo1jIyMqhVtXLBgAaEYCg8Px+jRo+vNu/UZqkNt5/S///4b//zzD4DKhb3a3ksjIyNcu3YNoaGhWLBggdxtNm3ahJiYGPTt2xdjx47F6tWrGd//9ddfWL9+vVLHKy4uxtChQ9GrVy8cOHCA8Z2vry927tyJBQsWEEFZVYO+prXxl27duoXp06cjNzcXpaWl2LdvH9q3b6+UOGB9IRKJEBwcTOZHRUl6WpBPWQqoTp06kXmew+HUudK7uhZjRde4qKgI+/btI4nnBQsWEJ9Anh82efJkDB48GMOGDWNogojFYpw4cYLY9MYSX5YGRVE4ffo0zM3NMXbsWHC5XKipqeHQoUMQiUQAKn1UVbQ8DxkyBN27dwdQmcSkfQ0aCQkJ6Nq1K5ydnWWqY6p73j+GpOSyZcswefJk9OnTh8zp0v79tWvXiBiWmZkZCZybCvr6+rh06RKePHlCqqCNjY1x9epVBvWhpaUlbt++DYlEQhLY1aFLly5wcHBAcHBwvYSoP4Z7/rHi+PHjWLZsWb07CSIjI2sVCzck6jJv1hcUReHs2bMwMzPDuHHjPhlxMkVoimtcFeHh4Vi1apVKdQGURXl5OcaMGYOuXbvi+PHjWLhwIcaPH4/+/fvL1TmRRm5uLvr06aOyXEVzx6xZs0jHb0REBEaMGMHofBUIBDIUkjT69OnDoL4AKmlZ6IVuaaSmpqJ79+4YPXo08b14PF6dCjFqQ0dTl3dBle9NTeOqzfGq+42y+7h//z7u3r2LgoICeHt7kwWX3Nxc9O7dG507d8a2bdtqpRXYaL2d9GqGra1trRN4enp6MDQ0xMWLF0lFh6rafTIyMpCeno7s7Gy51SLl5eUyxzI3N0ePHj3w6NEjmRVRAwMD6Ovr49y5c7h582at1SYrKio+iVYmZaGvr09apEtKSpCWloauXbvC2toaQCVHj7a2Nqkaffr0KXR1dWXU6GuCpqYmWrZsyXjZzMzMoKOjw/istLS02nsmEonw9u1bZGRkQFdXt1ZjUAXkCSuUlpYiKysLWVlZ0NfXJyI/FRUVSE9PZwRJurq6CAgIgLe3N7mGubm5uHbtGmNV0cjICP7+/nBycoKdnR2uXbuGjIwM8Hg8uLq6Ek5NaXA4HJibm9dLrLQ54O3bt4TfMzU1FSkpKYzEQl5eHo4dOwYejwc2m41evXoxgjaKopCRkUGS/126dEHLli1x9epVCIVChe+3l5cXTExMcOXKFYWJDBaLhU6dOqGsrAxxcXGMCkVp+0VRFOLi4sgkHR8fT45ramoKX19fufdQGsnJyTL8fg8ePKj2Nzo6Oujduzd8fHxgbm6OmzdvIiIiQmFSMiEhAXfu3AEAuQrVFhYW6N69O7Kzs3Hq1ClGAj45ORnPnz+vUZX5MxoWdnZ2EAgEYLFYsLW1RdeuXXHt2rVaC/15enrCyckJNjY2cHZ2RmBgIO7evSvDC/v8+XNERUVBLBYjNTUVd+/eRc+ePYlYjDy7TFcxVR0X/a6+ePECwcHBDFosDQ0NWFpawt7enjjLzUEw08jICD4+PozPGmsuoigKRUVFNbab0nNBdQgNDUVZWRlatWqFrKysJplPgUqqloCAALx58waPHj1SmLQpKCjA8ePH4ezsjI4dO6J///7EhpqYmODFixfIzs5u8kKC4uJi5OTk4OXLlzA3N4epqSlDSKlbt27IzMzE1atXa902HBYWJmOjfXx8YGVlhQ4dOsjdX30X7Hk8HgYMGICkpCQyV6irq6NPnz7IzMxEWFhYvfavDCoqKnDx4kV8+PABvr6+pOKfy+WirKxMZk6X9iNLSkpw8uTJJqWXEolEePjwIcrKyhAYGIiwsDAUFBQwRIKBygWUsLAwRhKFntPlJd/oqrb6dq3q6uoSn/8z6o+7d++S5y00NFQlMaW8WFgeUlJScPfuXZXQAjU3lJSU1LmrpDawsbEh72RxcTGuXLlSY2JTT08PAQEBn5RoXllZWa1zKDRsbW0JpZRQKMSVK1eq1aiRh8zMTMTExODo0aNgs9mkMt7MzAw9evRAVFSU3MS0RCKp1+LcxwJ9fX0EBATAy8sLAoEAQOU169ixI+Nam5qayuRaaNBdkK1btyZzDM2iUDUW5vP56Nq1KxwdHcnxGhsVFRV49eoVzMzMIBAI8O7dO6SnpytFO/mpoKysDCKRiIiM0/SMfD4fHA4HWVlZxFcDwNB+UYRGS0a/evUKsbGxmDZtWp2cU6FQiHnz5iE5ORkAMHz4cHTq1Il8X5tVCGln+tWrV7hx40atxuLk5ITDhw9j1qxZcttz8vLyMHv2bKSnp9dqv59RiYULFzJEGyiKwrp164hgj7u7e62T0UZGRhgxYgRxmqWfgdrwUpeUlODcuXMN3jakLCiKwoMHD0iS0NnZudqEiUAgwN69e6GpqUlaMhISEjBx4kSGs2Nvb4+DBw+Cy+WiqKgIa9aswatXr7B582Zs2rSJkchsDF7vxsS1a9cIH6Q8JCUlkbZWNTU13L9/nySj5V2LKVOmYNKkSXBxcak2UbFgwQL4+Pigc+fOCqtOWCwWVq5ciaysLGzbtg0ikQgSiQS7d++WSUbfuHGDVCXT1BxApTDYoUOHwOFwFI4ZAB4+fFhrgUALCwvs3r0b2traEIvFWL16dbWt1cHBwdUKe9G2dsaMGVi+fLnM+EpKSj4no5sQbDYbfn5+xDEcM2YMBg8eDA8Pj1ono+fNm4fx48cDqExwdevWDcOHD5dJRv/yyy9EwPDSpUu4cuUKbt68WW3nVGBgIBYtWgQPDw88e/ZM5vvo6GiMGzdO7m/d3NwahQJDWbi5ucm8M0+fPpVpFW0uUGRf1q9fDwMDA8yaNatJri89/xkaGuLrr7/G4cOHq1UBT01NxZQpU7B06VKsW7cO33//Pfnu1q1bOH36tErHVR/QtCc9evSQ0XYYP348hg4dCldX12q7VuThzz//lBF3PnfuHLy9vTFkyBClq8Frc46ampr466+/cO/ePRLg6OjoYNOmTbh3716jJKPLy8uxZMkS+Pn5oUePHrW6P7m5uaTqv6lAx08jRozAsWPHMG7cOAQHByMoKAgTJ04ktGuZmZmYPn06oxLR3t4eERERMt0Kqqz8orsUP1dI1x8UReHXX3+t9butKtTFb/wMJry9vQlNSnJyMpydnWusbLe2tsbevXsRGRlZ65zGp4iePXti586dACoLjFxcXOpEHxkbG0v8Uhr+/v44fPgw5s2bV2OV9KcMW1tb7N+/n9EBR+dalO2KjIyMRExMDGbNmkXmmAULFmDkyJEysbCpqSl27twp0wXeGJCmHj5//jycnJwgEAgQFhbGiK//K+DxeOjXrx9at24t813VOaBZJaNrAk2GzWazUVJSgmXLlpFk7rZt23DhwgVkZWWR7R88eEAmWxsbG7kctvJAURRu3bpFHnDpfdYEPp+PdevWoXPnzkr/BgC++uortGrVCkuXLm3yqpnmDG9vbxw9erRGwvPWrVuTZHVBQQGuX78ud1WqQ4cOcHBwAFAZ0NCObmlpKZYvXy5Xib2uq7BNhdo67ykpKZg4cSI4HA44HA6+//572Nra4tChQzhy5AiOHTtWq/2lpaXJCD2mpqbKtOQkJibi0aNHWLZsGVxcXABUrnrSzsKngoMHD+LkyZNISUlBx44d8e2336Jz587Q1NTE33//jdDQUKxduxZAZUC9fv16wrEnz4YtWbIEvr6+Mjzh0mCxWPDz85MRHZKuUO/UqRNMTU0REhLC+G1xcTGWLVuGx48f1/pcTUxMsH79ety7d48IWaWlpWHSpEngcrmgKIoREI0YMQIjRozAN998ozTH3pMnTzB69GhERkaSzzw8PPDVV18hJSXlk+Em/xjx8uVLvH79GkOHDmVUKaipqeHXX39FWFgY1qxZIzcZOXPmTPTq1YvxGV3FIo0lS5YgICAAy5YtI5+tXLkS/fv3x7JlywhX6apVq0gyOiYmRmY/hw8fxrNnz7BgwQIGj3FVX0MaqampOH78uNx5oq6oa6KxS5cuaNOmTaPTQtUGERERGD16NObNm4cePXoAqKzQo5OXdFKR5qG9e/cusrOzm6zduT6JL4lEgps3b5IEQXUiLrWFKhNyL1++RHZ2Nvz8/BqsY2nt2rWwsbFBq1atyAJnTajvORYUFCAoKIhBPaYsBAIB1q5di6tXrzJ0GX7++WecOXNGoTglUClKOXr0aEyfPr1RhLVUDZoKS7rDKTQ0lIhdy+PbLywsxKlTpxgdeXp6evD39weHwyHdYampqbh586Zce+/s7Cw3aKXRVF0Rnyq6du0KDw8PBAQEMHi/09LSsHz58gbRQBAKhZg9ezahcJo/fz7c3Nxw7do1pemaPjZwuVz8/PPPZB4IDg4mlF4ODg747rvvsH//fqKBRGPGjBlEPFwepKlzPgP44osv0Lt3bwCVInIbNmyo03769u2LadOmKfw+Pj4e33zzjcIKanV1daxdu5ZQLf5XwWazsWbNGnh4eKhEPLusrAznz58nvmBYWBhiY2ObVXz3Kd/v+hRApKen49ixY3B1dZXRiFmwYIEMrawiNJtktK6uLjw9PcHhcFBYWMiolImMjGQkI4DKQJEOEimKQrt27aCpqSk3sBGLxSgqKgJFUaAoCm/fvpUJMGkxN6DS0ZXXbsjhcODs7AxbW1ukpqYynDY+nw8jIyNGsKihoUHoDhwdHbF582akpKQ0Cf/Rx4AWLVqgRYsWyM7OJiJlmpqaJIjicDgwMzODnZ0daZtOT0+HUCgEn8+XcWjp1tGqqKiowOXLl2u9mlVSUkL4l5sr6JYXDQ0NcLlcWFpaQltbG0DlwgsdWGhra8PIyAiFhYWwt7fHiBEj5FYM5uXlISMjQ+HknJeXh/DwcPD5fIbTW/W6UxSF169fw93dnSSh6C4HWsAyIyOjWV9beaDb/Onn9f79+zh9+jRMTU3Rvn17jBw5klTj9+vXj7FarKamhoEDB8LQ0JA4s+/fv2ds07ZtWzg6OiIjIwNaWlrQ19dHcXExY1GLpkeoDmZmZjA0NMTjx4+hrq6OwsJCaGpqQiQS4dKlSwx6AmWhrq4ONzc3RuumUChUWCEoEAjg4eFRbWK9KtLT04kIDg0rKyuMHDkSJ0+ebHD15M9QjKysLLx48QLv3r0jVAAsFgtcLhe9e/eGmpoaEcCpilatWsHb2xumpqYKnVkWi4WuXbtCIBDg22+/RVFREVJTU+Hm5gaBQIDNmzcTGqKXL18y7E/VFr68vDxERETgu+++IwuUQGWi5ccff5SbjC4sLMSLFy8ahfutJlhYWBBBKho5OTkoLS2FmZkZeDwedHR0UFJSUutW1NqAxWJBW1tbbrtyWloajh8/Dm9vb7Rp0wZmZmZITk4m76+FhQUWL14MgUAAAwMDiEQihliuKlAXp1osFiMtLU2uTgRtc7OyshhVvxRFITExsUnFVJU518zMTOTk5MDJyYkkiktLS5GXl6ey5yQqKgrv3r2DjY2N0sloQLnx8/l8aGtry2xXXl4uk+BRFhoaGnB3d2f4f1paWvDw8JCJM6oiMzMTJ06cgJOTE1q2bNmg71pDgF5gk0ZSUpIMpQKPxyPJZzU1Nbx+/ZphX42NjeHq6gpNTU3w+XzY2dlBQ0MDkZGRKCkpIV12HA4HmpqaaNGihYxPSNsvU1NTlJeXM2Ky5kCH9LGCxWKhRYsW0NHRQUBAAHR0dMDn85GVlYWXL1/Wm1JFEcrLy3Hx4kXw+XwIBAL07NkTvXr1wocPH5QWFP4YIBaLif/M5/Ph7+9PvktISCALPbT//+DBA2Kr1NXVYWxsjO7du2PkyJEQCoXgcDjQ0NCQawuzs7ORkZEBc3Nz8j5WnYuAysIQMzOzTy5hxuVySW6ILnBSU1PDhg0bYGBgILM4n5OTg/LycpiamspdfDU3N4eXlxc0NTWJ36mmpkbyTc+ePcPWrVtJrCwNPT09mJmZYcCAAaQz2MDAAJaWlvjw4cN/hqaBzh307dsXrq6u5HOawo3OtdUGYrGY4QtGRkYiLi4OxsbGKC4uluubURSFrKwsiMVimJqaQl1dHTo6OiguLm6we0HnVej/0/9WFVEHKgsWPha7Vx+7IRQKERMTA4FAADabDYqioKGhAUNDQ/Ts2RNDhw5Vaj/NJhkdERFBKiYpiqpVwjY2NhZJSUkYOnQo7O3tZb7Pz8/H3r17iYNU1ZDzeDwcOHCAVDz//PPP+P3332X2U1RUhCFDhhCHWzoh1LNnT+zbtw/a2tpk7P3798eWLVugo6MDLpeLW7duYe/evfjqq6+UPrf/GiiKwuLFi3Hu3DkAlUJo9L2wtrbGjRs3GO3YOTk52LFjB2bMmIGgoCDGvlRdcXXt2jW8f/++QaoKVIXXr18jMTERw4cPR8uWLXHnzh1QFAWJRIIRI0YQyoQpU6bgu+++k1nJqoo//vgDf//9t8KW+6SkJGzZsgX9+vVj0OZURbt27WBnZ4eXL1+StqawsDCwWCxs3boV5ubmCAgIaBQ+NlVCJBIRoSigstKYz+fjxIkT6Nixo1JGPiQkhKzWSyQShu1buHAhCQKnTJmCDRs24MKFC0hISCCCVMqCy+Vi9OjR4HK52LZtG3r16oVWrVrVah/SSEtLQ/fu3ZVuzd6+fTsOHjz4eTHuE0JFRQXGjx8Pd3d3XLhwQWmb+/3332P79u24efOm0omHEydO4OrVqwgODoavry/u3buHLVu2YNWqVdi5cye8vLxq3EdTtPc1FFauXInbt2/j5s2baNOmDWxsbHDmzBnExsY22DF5PB7GjBmD+Ph4hV003377LbZu3YqbN28yPqf5didOnCjXv1IF6uJUZ2RkoGfPnnLt0tixY/HTTz9h+PDhMh1ATQ1lz1UsFuP48eMkCXXr1i08ePCg1jQ6itCvXz+0adOGkaxUBsqM39vbG126dFEpjUtCQgK8vLwYftzr16/h4eGhNP3aunXr8Mcff3yyc1mHDh1IJSKLxZKx69nZ2dixYwe8vLwIf72pqSlmzpyJ27dv4+HDhwAqBREDAwPlPhvff/89Ll68iJs3byIqKgpTp04l39WmY/Uz5EMoFGLPnj1wcnJCQEAA5syZg5CQkAb3sf39/bFnzx5oa2vX2kf9GEDHnJ6enkTAlcbcuXOJL09rykjDy8sLR48ehY6ODsrKynDo0CGYmprKTdjQsXBERATOnDkDfX19UBSFsWPH4vr162Q7NpuN7du3o3v37s2KTkwVsLKyQlBQkNyish9++AGBgYGMz6ZNm4aIiAjcvHlTLpVncHAwzp8/j8DAQFJ97uHhQTq5HBwc8PDhQ6xbtw4bN25k/HbRokWYO3cuI2ZesWIFpk2bBj8/P7x7967e5/sxYPLkyVi9erVM7oAWcH7//n29i8rWrl1LEv7BwcGYP3++zDYURWHWrFlIT0/HtWvX4OjoiLZt2yI4OFil3YzS8Pf3J8UsdB6wb9++cpPf2dnZ2L9//ydpA+WB1oARCoXw9/fH7t275SbpFUElyWhVcNxVVFTUqeUOqHwJiouLYWNjg/bt2+P169cQi8VExOv9+/cQCoUQi8VgsVjo168f1NTUcO7cOfIQ6evrw9jYGABkBOKkUdX5VFNTw9ChQ+Hj4wMjIyPGdaBXQYFKx+DSpUuIjo6u0zl+qggNDQWXy8XQoUPJKqebmxuZxJ2dnQEAAQEB6NSpE1khpigKly5dQmRkJAoKCkBRVL1amNXU1DBkyBDk5OSQiZ7P5zPGZWxs3KwT0cD/vQtisRgcDodQQEgkEkZA8PbtW5w7dw4DBgyQK3iRkZGB3bt3Izw8XC5XWVlZGc6cOYN79+6huLi4xgohLpcLLpcLsVhMAj49PT107twZAoHgo27TrBrU09X8NSX6y8rKiGiaItsnvTqflJSEx48fIysrq07PIYvFIratpKRE7iTZrVs3mQW9W7duyaXVkEgktVJoLykpaTZc659RPWozp+fn5+Pt27fYvXs3PDw84OTkBKCyEnbq1KkICwvDy5cvGb8pKirC+/fvcfjwYcK37uvrW+3iSFlZGWnny83NxZAhQ0iVvZ6eHplrawM2m4327duT7hFp1CTA1xjQ0dFBq1at8Pr1a+I72NjYwN/fnyTp+Hw+uFwuoV5SNbS0tGTETlu3bg0dHR3cv39fhptUKBQiNTUVhw4dYlSf0vYiKioKu3btajYJJz6fj759++LVq1cy/PZ8Ph/GxsYYPHgwbGxs8Pr1a3A4HDx58uSjqXoBmAUY2trasLW1Rdu2bZGTk4PLly8rvR9fX1/Y2dkxPjMxManWZ64PIiMjkZCQgCFDhsDa2hrTpk3DnTt36lVRLxaLZeYtsViscA52dXVF+/btcfbsWeL/y6Oz+FhhaGgIGxsbxmctW7as1p+mKAolJSVISUkhFF+ampqwt7eHjY0NKfwxNjZmUOQBlR1x165dQ1RUFNLS0nD48GHEx8fXOf77DPmg75FIJAKLxYKXlxcoisKZM2capKKfjoW7d+8OIyMjJCUl4f379x9d90BNkL6uVfHq1Ss8f/4cgwYNIv6/u7s7Jk+ejNevX8PKygrJyclgsVgoLy8nsUNVcdOcnBwkJibCxMQEffr0gbm5ObS1tUFRlMzCEEVRuH//PplPaytK25xBd1bI657T0dFh+HwURUFdXR2lpaW4fPkyunTpgm7duhFbU15eDm1tbVhbW4PFYpFYhLZh9vb20NLSgrGxsdz57MWLF7hw4QIGDx5MihqePn2KqKioGhd4evbsSbpXY2Njq9XRae7Q0NBQ6GuXlpYqXZxUHbKzs6Gjo4O2bdsyfPPCwkIcOHCA5IBevXqFvLw87Nu3Dy4uLnB1dUW7du1IwWJ6enq9tNs4HA7atWtH3jlzc3PGvEhRFO7cuYOcnBwMGTKEQUckFovh5OSEtLS0j47+tS4oLy+HSCRChw4dYG5ujuTkZNjY2ChN0aSSZHRzaQ1xc3NDz549ER8fT5LMYWFhjBZ0FouFZcuWQV9fH5cvXyYJaqBuQmza2trYsGEDWWVTtI+cnBx8+eWXtUre/Bewc+dOnDt3Dr6+vsRpnTNnjsx2X375Jfk/Xem7YcMG3Lp1SyXj0NTUxLp16xAdHU2S0To6Oti4cSMEAgEoisLx48dlkiofKy5fvoyQkBDcvn1brvBXXFwcZs6cKfe3FEURruHExMQ6j8HW1ha2trYwMTFBWVlZs7EjqgBNCSQPNHWBUCjEkiVLlN5nYmIi6Rioy3ikj68IU6ZMwfTp0xm/GTdunNIcz42Bj43K5WOEomdE0bVPSEjArFmz8NNPP8HR0RFAJcXMjh078OWXX8q1m0VFRVi6dCn5+8CBA0pV6v/xxx+4cOEC+vTpwxhXXZ4LLpcLf3//Zjsvm5qaYvDgwQgKCsK2bdsAAEOHDoW/vz9mzJihsuMosg8URcHQ0BADBw4Em81m+ErTp0/H7Nmz5QplFRYWKuwAu3PnDu7cuYNx48bJ7WRrbBgYGGDFihU4fPiw3CCRzWZjyZIlyMzMxI4dOyASiXD+/PkmGGntIW9RqUOHDnB2dsaMGTMQHR2Nq1evKi02FBQURPiF6Xns8OHDtU4OK7vYRS9odO3aFU5OTti5cyemTp2qcnqX6jBy5EjMmzcPERERn2QltLW1NYYMGVKn38bGxpJODIFAgNatW8PBwYFBhQQw7/fz58+JjwGgVj7QZ9QNLBYLixYtwoABA3DlypUG0S6qGgtHRUXJpf77lFDV5zh58iR+//13dO7cmdBEBAYGYtiwYdi+fTuys7NlfPiSkhKcPXuW8dnTp09x8uRJHDt2DCNGjKhxDOvXryd/d+vWTUaP41OH9H3Izc3F//73P0ybNg3dunXDn3/+iYsXLwIAHB0d0b9/f8Zv3759i/j4eEyZMoUkGuXNTUePHsWFCxcY3LgHDhzAv//+W+P4Zs+eTXSu9uzZ81EnowH5cYAq47LIyEi8fv1ahn4yKytLbpX0nDlz8NVXX8Hd3Z3BUXz79m2kp6crHf9Kg6IoqKmpISAgALq6ujK/o/f5999/Izo6GgEBAYzEq46ODgYMGID79+//J5LRQOWCJN1RdfbsWQwfPhwGBgZKXfMGo+lQRbV0bfHTTz9h37596Nixo9Kk6qNHj8aUKVPQpk0bxMbGYunSpXjx4gXU1NTw22+/oWXLlmTbkpISfPnll9U+WL/++isuX74sl+PmM2SxaNEi9OvXj1THyQNFUVizZg1Ruh80aJBKA3Ggsppr+vTpzYowv6EhFouxePFi4jRJB3gODg5Yu3Yt9u7dSwQ5aPz77784c+YMPnz4oJJx3LhxA9ra2ggODgaLxYJYLMby5cvlCpF9DCgrK8OcOXMYK7q0eJebm5uMM3r37l0ialgXKGNrnzx5gtevX6Nv375KUxXcv38fP//8c53EDWtC27ZtsX79euzfv1+Gw1KZcQ0cOBCtWrUilf+f0fCQSCQICQkh4r/yErj79u3Do0eP8Pvvv5O5c+bMmcRBqQ50F0xVmJiY4PDhw4xKJC0tLVK9IpFIsHz58mrnEGmYmpqiV69eYLFYkEgkjVpJpKxfxOVy0bdv31pXZ/v4+MDe3h6XLl0i1YnKjuvatWvQ19fHxo0bweVyIRKJsGjRIpw6dQrHjx/HjBkzMGzYMADA48ePsWrVKqWTDStWrEDbtm0xf/78j65yi6IoXL9+HcnJyR9dlZ+iZ62iogIXLlyApqYmzp49i82bN5OAvTqsW7cOFy5cwN9//11j509dxlUVQUFBsLS0hIWFRZ2PpQjDhg3D1KlTsWzZMuJrjB07FoGBgfjqq68YRSzq6urYvHkzSeJt3bq1zgvDzQHe3t6kGro2XWnV2a/s7GwEBwfjyZMnMouPM2fOrHPC+zNUB4FAgOPHj+P48eNEdFpZdOzYET///LNCzmkejye3sOVThlgsxpIlS8iCjIeHB44dO4aXL18y9EwkEkmdYstffvkF586dw99///1Rd4/WFebm5ujZs6fc7l1p3LlzB+vWrUNUVBQ0NDTQv39/mJiY4NChQ7C3tycxj6LYRyKR4OrVq7C0tETv3r0xfvx4dO7cGYsWLUJCQgLZrrS0FLNnzyaxnbKaNb/88gv27NkDAE2qM6EKnDx5Um5xCYvFQvv27WulCVRbmJmZ4a+//oKWlhYoisI333xTLdtAx44dYWJigq+++gr5+fkICAhQ2vd48OABEhMTcf36dfj6+mL58uWM316/fh2///47IiIiauwMa4p8qDJo6HHdv38fz549w7hx42rctsGS0VVPkM/nQ0tLSyXKm4oQGRmJ2NhYmJqaQk9PT2GbWWpqKhGia926Nfr16wegkjfu0qVLEIlE4PP58PHxIVVeQGW1j/SLZmJiAmtra8Y5PXnyhMHnpAykW4zLy8uRkpLy0Vb/8fl8WFpaIjs7WylOQicnJ7KKW1hYqDDBefv2bdy9exfW1tZwd3dX6ZiByuCsKscljbKyMhQVFdUquP8YQFEUwsLC5H6nr6+P/v37486dOzLfvXjxAi9evFDZOFJTU2FsbIzhw4dDTU0NFRUVOHDgAAoLCz/KiVssFiM0NJT8bWxsDIFAgPLyctjY2GDAgAGM7Wtq8WKz2dDV1VVoz5SZTIqLi5Gdnc3gtsrKypLLPS0Wi5GcnIwnT54olaCoLWhh0f79++P+/fu1/n1hYSFev34NExOTz8noRkJpaSmKioqQmJhY7WIszVk/Y8YMkrhTV1dH27ZtAVQuylhYWNT4zNJzAd2eqiiZraenh1atWiEzMxMpKSlITU2tce60sbFBixYtGkzIqTpUd94ikYgkank8HmkHjouLQ0FBAdhsNqysrBQmqFksFtl/Xl4e1NTUYGJiAqFQSN5xdXV1uXaEFvErLCwEi8Ui1+bdu3d49eoVnj59is6dOxNdgKdPn+LixYs1XmttbW2YmZmhe/fu6NChA6PFWCgUIi8vD3p6es3CUdfV1UWrVq3w/v17YpPz8/MRFxeHt2/fqmzxtTmAoigkJSXB1tYWo0aNwsOHD/Hy5UukpKRUm3B//Pgx0tLSEBsbCxsbmwZLPnG5XOjo6KBLly6E9oem9lHVYoadnR369++PAwcOEN/O3d0d/fr1w65du1BaWkq4J7lcLuEVBSo1buiAvKioqF6twKoGi8WCtbU1ysvLkZ6eDk1NTZlW2RYtWtSpK6G697S0tBRv375FbGwsYmJikJqaSq5rly5dCO/rf6VKrDlCTU0Nbdq0qTG5Jw+amppo27YtY96Uns9pv5HNZkNbW1sl7frNHbQdpemo/Pz84ObmhqNHj9aLdkZNTQ0GBgZISEhAeXm5jE3mcrmwtrZGQUHBJ01vo6mpiTZt2pDnKyUlhSGYTif5k5KSSCxrbGyM1q1bQ0NDA2/fvoW+vr5SBTgpKSkoKytDTk4OjI2N4enpCQsLC9INU1xcjLKyMpnYju7mq24eePz4cYMU9TQF4uPj5XbKcjgc6OrqwsLCAjo6Oirz6Wi/DKiMHfv27QtdXV1IJBIcPXoUOTk5SElJQV5eHuLi4mBpaUmSw0ZGRtDW1kZGRgbS0tKQk5NDOvx0dXXl0trxeDxoa2uDx+OhtLQU169fB5vNJgKaNKKiokh8XJXmShp8Ph+GhoYoLCxsdsUMDe1314YmpdEEDDt37owePXqoXFSuKgoLC7Fnzx507twZffv2lfleIpHgiy++AIvFqvdk+c0332DKlCly+SZrg7Fjx5LKyJcvX8LPz6/ZcxMrQufOnXH+/HmsWrUKmzZtqtVvr1y5wmjfk0ZxcTGsra0RGhra6AmouLg4nD179j9DRN/U4HA42LVrFx4/foxevXp99IsAS5cuxaxZs+psJ3R0dDBlypR6rTh7eHjA1dWVYX/Xr1+Px48fy7Rs5ufno3///vWiYFEEWizWxcWlzvy2/v7+2LdvHy5dusTgpP2MhsPTp09x/fp1pd7FsrIyjB49Wu799ff3x4kTJ2rcx8WLFzFz5kwcPHgQAwcOVLjduHHjMHz4cACVi2T+/v4f7dz5/v17HDp0iCR4t23bRpzFkpIS6Orq4sKFCzKcvTQoisKSJUtw5swZlJeXY9KkSVi5ciWOHTtGgoeOHTvKbeGtqKjA4cOHERkZCQ8PD0LBIM2L++uvv+Kff/4h2yuzYN6nTx/s3LkTmpqaMk7ppUuXYGhoiGnTpinNK9eQGDJkCHr37o3Ro0fj6tWrAIAjR47g7NmzGDlyJKytrZt4hA2H5cuXY/r06ejevTuSkpKq3TYjIwP+/v6YMGFCrX08ZSEQCGSE7+7cuYPAwECV6g6w2Wzs2rWLsXDG4/Fw8OBBhIeHy40hgMo5/X//+x8A4OrVq4S6pDlAW1sbZ86cwZs3bzB69Gj4+voyimoA1Yt7S2P+/Pno2LEj/Pz8SMX5xo0b8ddffwFAswvI/0tISkpCjx496kRLFRkZCTc3N8Zn0vN5fn4+BgwYAE1NTYwYMeI/ES9xuVzs27ePFHk8ePAAO3furPe5t2nThnSW6evrywgTtmjRArdv38bBgwexfPnyeh3rY0FhYSEGDhzI6FgpKSnBgQMHkJubi1mzZgGoTLDVVkyXRlZWFnbs2EH8n549exKRyhs3bhBhVhrLly/HF198AaDSnxk7dmydjvspgBZKtra2xoQJE1SW6Bw4cCD8/f0BgCx0AZX3+d9//8XLly/h6+uL/fv34+TJk7h48SI8PT1l9vPhwwds374dQOX8N2XKFLnc19bW1hg1ahSmTZuGzMxMdOvWDSEhIXBxcWFsp2xewtHREQ4ODjh48GCDCSt+CmjwZDRdBs7lcknAkZ6ejhMnTiAiIkLlx1NTU0PHjh1hZWWlcJu6qgnzeDxMnDgRGRkZACqFTejWmbi4OFy8eLFOyRE1NTXS8qitrd0sqoTqig8fPmD//v2MNg6ak+7WrVvVtrWIRCKFrUyDBg2Ci4sLjIyMoKGhAYlEgmHDhsHS0hJHjx5FZGQkNm3ahBEjRtS6tdnX1xcdO3YEUMl9euHCBcb3Eonkk1jlHzp0KMzNzXH06FGVBQQtW7bEwIED4ejoCDMzMzx//rxOjlhJSQkiIiKQkZGBlJQUjBgxokHbfRoDVlZWGDJkCNzd3aGuro4DBw7I7RaQXjHX0tLCmDFjkJSUhJCQEACVky4dJNcVXC4XLBYLz58/J8F8UlKSTJXZ9evXkZmZiffv36tcbNDNzQ3e3t6wtbWtNjHv4+MDBwcHHDlyhHG9+Hw+xowZg/bt2+PVq1f/KUqdpgKfz0eHDh2QmppaKxuoSNyrprm3vLwcz58/B0VRmDRpEuGfVAR1dXXiV9jY2GD27NkQiUSQSCQ4fvw4mauByveoQ4cOsLKyapZzLD3P0Eneqte7rKwMJ06cqJaO5NmzZ+Sdfv78ObZt24bIyEhCrZKenk7aTo2MjDB69Gg8efIEd+/eRUZGRrW0JbSAZG3A4/EYvs2MGTOQmJhIxqCpqdkkFeo0WrduDUtLS3C5XKipqYHH42HYsGGkavTDhw949+5dvcSRmzMKCgrw8OFDtGzZErq6ukrdC4qiUFhY2CBitGw2m7yjfD6fFI0EBwfj/v37Krf5LBZLrp+hra0NLS0tsFgs3L9/H//++y8CAwPJu6ehoQE2m40jR47UqbunISESiXDq1ClSyc/lcmWSWQ0JuhJs4sSJePToEU6fPo3S0tKPdpHwUwBFUTh79iwiIiKQk5NTp3hGLBbLvH/S8zltFyQSCUpLS+s9xzbX1nYaaWlpMsnJjIwMlRTPVBUjjoqKgqWlJWxtbTF48GBkZmbC2NgYHh4emDt3Lk6fPv1JJ7pu3ryJhw8fIi0tjcw78fHxiIqKglAohEQiUYmNoyiKcf94PB6Ju6ryF9OgNTOKiorg7u4OOzs7aGlpITg4+KMVudXV1cWYMWMYSf3c3FwcOXKk2tyBSCSCSCQCRVGwtrZWml5LJBLJ5A5EIhGioqIgEAhga2uLCxcuIDs7G2PGjIG6ujqZu62trTF79myUlZWBzWbLdH1wOBwEBgbCzs4OJ06cgJeXF4lF5cWhJiYmUFdXB5/PJ3asoqKizr4HLS7esWNHCAQCAMDDhw/x8OFDheLp/0U0eDJa3mSSlJSEhQsXyiSt2Gy20kIqiqChoQF/f3+lggd6bBKJRGac9MoYHRiyWCzw+Xx8++23jO3obaKjo7FgwQLG72tDlE6vrH6s9Bw04uPjScUI8H88Qn/++Sfmzp1bI8cSHQxVFaSaNWsW+vfvT8QLAWDevHnw8/PDqVOnEBISglu3bqFLly4wMzMjx67uOPQ9Hj16NGbPng0AOHPmDC5cuEBalZuzM1Qdqj67bDYb8+fPh7+/P06fPq1UMloikch9HqWf7U6dOuGvv/4Ci8VCUVER3r59W6dktFAoxJUrV3D//n3cvHkTzs7ONfIwNWewWCy0bduWVAPl5+djzZo1iI+Pr9bO6enp4eeff8bFixdJMlpVoJV/6cSUPBw+fBiHDx9W6XFp9OnTBz/88AMZi6Lna/jw4ZgyZQquX7/OSEZrampi9erVKCwsxLFjx2plYz9DFtWJFEokElKFEBAQQDgRVQnaRknbqdLSUty4cQN2dnb4888/axyjNKWEQCDAb7/9BqAyqR0REYHMzEyyfw6HAx8fHzI/1HasVX0CGoqew+qC6boILpaUlGD16tVKbx8WFqaQhgmoFLIbPHgwrly5gm+++aZWY6kNxGIx2Gw2DAwMsHbtWkRFRTUY3670NVcmmeHs7EzoA4DKexkUFETuz6NHj3D58uUGGWt9oYpkTXZ2Ni5fvoz+/fujTZs2NW4v/axX/be+oCgKbDYb3bp1g4mJCZkji4qKsGbNGgZ3Z11Q1bek/e7q3lEWi4WzZ88iJCQEPj4+0NfXJ3aguLiYzOlNiaoC7KWlpfj+++/Jd00xR6qpqWHFihW4desWzpw589HHNR87KIrC5s2bSccHUP94W3rulXc8epv67L+hUBfbWfU30nQFqkqcy9sPTRXQuXNntGzZEkFBQWQbX19f+Pj44Pnz5yQZTb/zit65msbaHBcBjh49ii1btpC/WSwWnj592qjjlCfMKhQKGf5B//79MWTIEFhYWODSpUs1Fl9I2+7mZCONjIzwyy+/MHQhXr16hVOnTjFyB1XnHmnY29uja9euSs1BRUVFiIuLY+QOysrKcOPGDTg6OqJly5bYunUrXrx4gSFDhjA66czNzbFx40ZGboiODehC2KVLlyIsLAxnz57FkCFDGMLpqoJEIiFxU1WwWCx4enqSMT548ACXL1+GQCAgi+HN7Z1rbDQaTUdNcHJywq+//orNmzfLCKbVBkKhEEeOHEG7du3g5eWlcDsDAwMMGDAAXC4XBw8eJLzRQCXVhLOzM+7evYv379+jd+/eCh+UwsJCzJw5k8Gha2BggO3bt8sYLkU4efIkEQIqKir6JKpwgcqFgS1btsDJyUmpF83Pz48k4DIyMjBz5kzGalRhYSHOnz/PMFipqakkkS+RSHDp0iVkZ2ejX79+CmkANDQ0sHv3bty5c0ehUVq2bBkGDBgAIyMjhS1tzXHSpnHjxg08f/4cgwYNqlPL0osXL9C7d2+5gdaCBQuIGI2qKFPy8/Nx/vx5wmu8YMECcDicj7LVT11dHVu2bIGzszNYLBb+/vtvHD9+HGlpafDw8MDPP/+MjRs34tKlS402pi5duqB169Y4cuRItcnoxkJMTAy+/PJLuUnOTZs24eTJkzLckgUFBRg7dizEYjEyMjLQvXt3hZQFn1EzJk6cKPfz8+fP4/fff8e6devg5eXVYC3d9NxJV/B1794dNjY2KCkpQXx8PPbv34+ePXvKrY5OTU0lC5Rz586V+Z7L5WLTpk14+PAhvvzyy3p3gtB2PiEhgcEZCPyf063oN/KQnZ2NixcvMpIBpaWljRqQJCYmYsCAAUhOTm6wY9y4cQO9evXC6tWrGZy7DTV3Su+zPvunfY3mzMfZFL7Ht99+C19fXwAgHWh+fn7o2LEjzp07V6/5OjIyEnFxcRg9ejRSUlKwZMkSSCQSVFRUMHhC64LBgweTIomkpCTMnj0bx44dw+PHj9G3b1+5C1T5+fkYP3484YeePn06vL29sXHjRvzzzz9kTm9KqKur499//0VeXh6++uorhv0QCATo1auX3Fbkz/hvY+TIkQgKCsLChQuVFqGVhqamJrZu3Uo0BKTx7t077Nu3r1n7Z3WxndX9RlW2uLr9vHnzBvv374e/v3+1nd8dO3bEhAkTcOnSJWRlZdV6rHU5l8aMha2treHn56eUXkFTxOj37t2DmpoaBg4cWG0uR/o+nj59mhQuNQe8f/8eQ4YMYeihFRcXk+4WFouFvn37kirkJ0+eyAgJRkVFISkpCQMGDKiRs5vP52PkyJF4+/atjH8dFxeHffv21agfdezYMfz7778AKjveNm3axMh9tG/fHleuXGkQm/ThwwcMHToUw4cPx8KFCxVuFxcXh7lz5yI2NhYSiQTnz5+HlZUV+vXr12xzSY2FBk9GczgcGBgYQFNTExRFISEhAQkJCTJBF4/Hg5mZmdLtkAKBQEZdNiUlBYWFhXj37h20tbWRmZkJTU1NuUbLyMgILVu2BJvNRmJiIj58+ECI6g0MDGBjY4OsrCzweDxkZmYqXAHOzc3F3bt3GS0ybDabOIA0XcX79+8hFouhr68PCwsLvHv3jrRwpKamfpItNhwOBx4eHkS8Sh5SU1PJNdLV1UXPnj2RnJwsU61OCyklJCQwEgvZ2dkwMjJCRUUFWCwWMjMz8e7dO2RmZjKS0Vwul1S1sFgsGBkZMQykWCxGfHw8CcwdHBzQrVu3as+vORsPul2spsqHli1bgsViITExkfFOFhQU4Pbt23J/Y29vj549e6pknBRFIT8/Hx8+fEBiYiK5tx+z2AP9fKmpqSEmJgYPHjzAvXv3YGdnh86dO6Nnz564ceMG4WQuKCgg779IJEJsbCwJcnV1dWFoaFjnVnb6uRcIBLCxsakzl5oqkJmZSd716Oho3Lx5kyGoSOPt27d4+/YtgErakhYtWuD9+/fIy8tDWFgYdHR0YGVlVWfO6c+ohHSbvZWVFZlP1dTUkJCQgLy8PBQUFKCgoKBBxNskEgkyMzPJvvPy8mBsbEy4iouKihRWlhQXFyM0NJRRzVlRUYHc3Fzyt42NDfLz82FiYoKKigqZ1te6oKKiAkVFRcjPzyftnAKBQKmET3FxMTmfsrIyJCYm1mifqz7/qkRRUZGM469qZGRkICMjA48fP4aFhQUJBJp67lRXV4eOjg6jwiY3N5ckPYVCoYyv8amDzWajdevWqKioULhAoaenB4FAADs7OxKompmZgc/nw9TUFPn5+TIaBDWBnqNKS0uRlJQEkUiE8vJyfPjwAWlpaYx3uq4QCATEZ4mLi0OHDh2QnJyMW7duwcDAAFZWVjAwMJB5Llu2bIm0tDQSH9Dv4Js3b+SKOzc22Gw23NzcUFRUhPbt2yMtLQ15eXkwMDCAhYUF8e8aA/R9/FQpbT5WlJSUICsrC+bm5qRAytXVFT169GBUPsoDLRKdkJDASKzRsZ28bori4mIkJiaiS5cuqj2R/ziEQiGEQiERJdXX12fEBerq6rC1tYW9vT1sbGwaVYehIWyMgYEBeT7Nzc3Rrl075Obm1squNYWfQS8AWFpaVrtdu3btCC/406dPYWJiAj09PVAUhfj4+CatlC4tLcXdu3cZn6mpqcHe3p50RLRq1Yr4vZmZmSRmpfMsubm5DPHs6sDhcIggZ1UUFRVBKBQSyrfs7GyyT+nrFRERgVu3bgGozLe9ePECAoGAJMx5PB5MTU3lzk/v37+X62fk5uYq5QPS10sgEDAoaqvi1atXuHXrFokd3r9/Dzab3ayq4psKDZ6MNjQ0xJQpU6Curg6RSITJkycjIiJC5gZHRUXBw8NDab6l77//HoGBgYzPxowZg/PnzwOovOlv3rzByJEjMWjQIJnfs1gsEphKJBKcPn0aKSkpMsmR9PR07Ny5U+E4iouLZZxvujJX2hBSFIWSkhJMmTIFf//9N4YNG6byNvyPEatXr8aPP/4IABg1ahR2796N5cuX49SpU4xkycKFC2FkZITJkyczJllaAIl+mblcLrKysrBr1y7GcaysrAipfnFxMUaNGoWYmBjyu8LCQgwZMqTJWy4bE1wuF7t27YK6ujp69uzZZEKBFy5c+KQC/9LSUowePZo4iuXl5dDS0sLJkyeJ8/7tt99ixYoVAIBTp06RKtWsrCz07t2b2KHevXujbdu2jBXq2sDU1BQTJ04Ej8dr8o6LXbt2Yf/+/QAqba68RHRVeHt748SJE5g3bx727t0LoLIS7+DBgzh//jzha/uM2kNajCg4OFhmnpw/fz6ZIxuiQ0FPTw/nzp1j2O7i4mLs3LmzTlx7OTk52LNnD8OOiMVixvxQ3yrv1q1bo2XLljhx4gTRh2jXrh1mzJhR42/v37+vcIFPETw9PXH69Gl8+eWXMnPax4Rly5bh33//bTb8unZ2dhg6dCjDrp49exZz5swBUBlQVfU1PkbUpjJMR0eH0JRVVY6nsWLFCvz7778ICwtjLMDo6upi8uTJiIyMxJUrV2o1LjMzM0yYMAEJCQnk+XBzc8ODBw+waNEibNu2TanxKwtbW1uEhobizz//xNdff40zZ87AwsICU6ZMkTvPenh4wMvLC1OnToWZmVmTL6TIg6urKx48eIDFixdj165dCAwMbHShb2lf4zOaD+hYeNmyZbCxsQGg/Dw4d+5czJ07Fz169Kg2yfIZjYfLly/DyMhIRvi3VatWuH37tkyR3scIHo+HUaNGkULC5cuXY968edi1a9cnoxVz5coVEiOKRCLMnDkT48aNQ0lJCXx8fBpEk6E+oOdNTU1NSCQSBAcHkwS0i4sLnJ2dAaDB6E379OkDoDJWofc/duxYlJWVoXv37gxKx9jYWHTr1g0rVqwgFHTPnj1D79698d1332HRokWMfW/cuJFBA0ODoqhaaR2cOHGiWgo6iUTSZHmW5o5G4Yzm8XjgcDgQi8UKhSwkEkmthAWvXbtGkrtaWlqgKIrhSJqYmKB169akQrEqqjrpFRUV0NDQQNeuXRktMBRF1RiIu7q6IjU1lZEYqWpIdHR0MH/+fPTo0QNaWlqfq/r+P8rLy8nL+eTJE6xfvx5Pnz6VuX52dnYQCAQy141+vqQh757l5OTg/v37RDxJWpDr6tWr+PDhA9LT05VO2DVk+09jtRbRIl9cLlepxCCNa9eukYUl6epykUiER48eAahM0CiLiooKuYloU1NTTJgwgVQWf0yoauNYLBY0NDSIyIa08JqjoyOhixEKhdi9ezd5J7hcbp2COxaLhU6dOkEgEEBNTQ137tzBnTt35LbtNRZocYvaICkpCZs2bWIEQlwuF5qamnVO0H9GJebNm4cXL17gwoULOHbsGLnGDx48ACAroKcKJCQkYP369ejbty+cnJzkVim4u7uTY9++fRtnzpwBUEnl1bdvX8a2kZGR2LBhAxFbEYlEMrZElckRNpsNHo/HsM9sNlupjgMbGxtC5xEbG6sUZ+e7d++wadMmBg2YqmBsbIyJEyciIiJCpsqzW7ducHd3x/79+1VC69OvXz84OTnh6dOnTUoTxOVy4ezsjBYtWsjcs/bt22PevHkAKu2nKrtImiulFz2uuLg4iMViwqG9dOlSXLx4UUbjo7y8HBkZGfjrr7/kCv+ZmJjIpayhKAqHDh1idAByOBxMnDgR9vb2UFNTY/h2HA4HWlpadXp3O3TogP79++PkyZOIi4uT+Z7NZkNTUxPe3t5YvHgxDh8+jLy8PNy/fx82NjYkYSc9Fh6PB01NTXz48AFHjhxBVFRUrcfVEKioqMCuXbvg5uaGMWPGwN7eHl5eXtDR0Wm0+ZH2NVgsFv766y9GlVdTV/h9xv9xmaqrqzPeWWWKP8LCwsDhcBh0Rf7+/ujatSsMDAzk/qZNmzYYNmxYve1nc7WZTQ2xWCzD2zt27FgUFRVBT08PPB4PEokEjo6OMDIywrNnzz7Kd5DH4xEbpq6uDolEwvisJjT3GF0sFjPibh6Ph7i4OOTn59dbO01VMDc3R6tWrdChQwe0adMGenp6yMzMREJCAqNghM1mV5vTSkpKwpEjR0BRFNTV1TFlypQaqTukQXM/A0y79fz5c/B4PMyYMQNhYWGkMtrExAQTJkyAu7s7xGIxDhw4gIcPH0IoFCIkJEQmDg0PD69V/lERFOUy6HeUzi3eu3eP5DQKCwtx//59UnHu5OQk17dqLDSV3W30aJ5WlqxN8ksegoODcevWLYwYMULujRMIBAgICFD4e3kXW09PD7169arVOHg8Hnx8fPDq1SvExsYqJGs3NjbG6tWrYWho2GgTA4fDkanOlr7ubDabrMzRDouqwGazweVywWKxSBVkdfvncDh48eIFWcWqOuF06dJFKYEdRcjPz8f169dx9epVhIeHExoQDoeD8+fPk4p6+rg10SI05Muqyn1XR6ovkUiwefPmWu/z9OnTuHnzJgYNGiSTjA4NDYWBgQHatm1b43lICw7Ig6WlJdasWYP169d/dMloRZCuCKafP0dHRzg6OgKopK05duwYWYyRfmerE4ypegw2mw13d3ei3nvp0iWsW7euIU5JBtLvbn2r3V+/fo3ly5eTvzkcTp0pSz6DiR9//BGHDh3ChQsXSMV6QyM2NhbLly+Hnp4e2rdvL/M9m81maD38888/OHv2LABg+vTp8Pf3BwDyTty9exf379+vkQ5K1aDnTuk5VBEoikJFRQWsrKxgZWUFLpcLAwMDEjRWZwPfvHnDeP5VCXNzc/z444/4448/ZJLRvXv3xpIlSxASElJt8piugqnJn5swYQICAgKwfft2lJSUqESsurZgsSpFqLt37w4dHR2Z793c3ODq6gqKopCTk4MdO3aobEGmuSZV6HG9fv0aiYmJaNu2LRwcHLBu3TpkZGTIFZwuKCggQrRVMXv2bEydOhVisZjh54rFYqxevZohqKmmpoaff/5Zpp2fDujqWrDh6uqKdevW4c2bN0hKSgJQOW/Qcyk9Lm9vb3Tt2hVhYWG4d+8ebty4ge7du8PKykphddfbt2+xfPnyJk/u0AUEIpEIf/31F3x9fTF69Gi0a9euUSsH6SSBh4cHkpOTSaVaU1+fz/g/0OJoFRUVjCRM1XdUHq5cuUI6HWh/dciQIZg/f77MtvSz4OTkhLVr1+LEiRN49uxZnUU0m6vNbG5gs9mYNWuWzGfu7u5IS0vD8+fPP6r3Udk4R5n9NBQaat9RUVHE36pOhLIhIf2+tmjRAgEBARg/fjxsbW0BVBaUXL9+Xal90XaHjuMoioKenh4GDRoEXV1dmXxUbX3CqKgoGBkZYdWqVdi0aRPu3r2LiooKWFhYYM2aNVBXV0dpaSn+/PNPQv156dKlRtVrAirPbebMmWSh/scffyQ5jYKCAnI9uVwu7OzsoKGh0WTiw01ldxs1Gc3lcrFt2zY8fPgQs2bNqndCujnBxsYGU6dORY8ePdC6dWuZ79XU1OQGQA0FHR0d7N27l4jMAJXVwZMmTSKCfD/88APh0Tt79izWrl2rsuPPmzcP48ePh7W1NR49eoSFCxcqpMAwMDDA3r17q+XdjIqKUklVp7u7O9q0aYPTp0/D3t4ef/zxh9yXT949/NhQWFiIgwcPokOHDnKrlZoaMTExuH//vsJkR2xsLHr16vVJ8amHh4dj8eLFoCgK+vr62Lt3L+G0koeQkBAyaTk4OMDb27vGYzx58gTPnj3DsGHDSDK6sWBtbY3du3dDU1MTYrEY8+bNkxG2qCt0dXWxd+9eODg4fA5UVIDu3bs3WaX8hg0bCO1KdaCpMADg3LlzpEK4tLRUJZUMdYWfnx8CAgIwdOhQWFtbV7ttfHw8pk+fjrKyMnC5XGzZsgXt2rXDjRs3sGXLFqWuQ3PFV199hV69emHy5MlIT0+vdlstLS2MHTuWBBxXr16tUZRGlfDx8UHbtm1r5LQNCQlBQkLC53bKOoKiKCxatIh0SdGfKVPdX1paikmTJsHHxwd//vlnvcbxyy+/kI4jMzMzmXGNGzcOs2fPZvzmyZMnSExMxODBg5ut8F+HDh3w77//Yvv27Th69Ch27twJZ2fnJlmkdXJygouLC4yNjaGjo4ObN29i8+bNjba4+Rk149WrV7h37x7Onj1LOvOAyneyNtQbzs7O+PvvvxUKgOno6ODYsWPQ1tYGUNnVdOXKFQwbNuyj4BH/XIndPODm5gZHR8ca+cw/Vejr62PixImIjo5mzKGNhV69ehHRcPpdvnLlCrEdhYWFSu+rrKwMkyZNQmpqqkxiPSwsDEuWLAFFUeDz+Rg2bFid3r/8/HwcOHAArVq1ws2bNzF37ly8efMGvXr1Ign92NjYWu9XlRCLxZg7dy7JASrye8ViMU6dOoUWLVqgf//+jTnEJkeDJqONjIxgYmLCeMB4PJ5Mm+unAA0NDVhbW8PGxgZ2dnYwNjYm1Rjx8fHIy8vD06dPAVROenWpXrC0tCTJZaFQiNjYWAgEArlK4Lq6uvD09ISBgQFJPuvp6aFz585E5KRFixaws7ODiYkJI1BQV1dHu3btyPjfvHmjtCiNlpYW7O3t4ebmBhcXF7x69QoRERGMipiq4PF4cHFxAZ/PR0JCAoDK5L2DgwPy8vKQlJSEvLw8ZGRkwNjYuF5Ot76+PrS0tGBpaQk7Ozt4eno2uBPfmE6O9LEqKiqQlpYGgUBA7uPLly9VUpEmFovx4sULBum/UChEu3btYGhoCEtLS+Tm5hK6Cnoikv4sLS2t2mREcXExoQz42EFfr8TERPIu6OnpITIyEm3btlXo4Eu3R0ovLMmDSCRCVlYWua7SyRSBQCBTgZacnKzSlvnWrVujU6dO8PLygqamJioqKlS6AMflcuHi4lJj8u8zlEN4eHiTHTs+Pr7W/Py0GF5Tg8VioU2bNjA2NoanpycjwJeH4uJiPHz4ECUlJeByuYiMjASHw4G7u3u1/HKNBXNzc3Tu3BmvX78mCf60tDQ8fvy4Rt5CW1tbeHp6wsXFBTExMYiPj4eNjY0MX62BgQEkEgmysrKgr6+PFi1awNLSkhQkFBUVNVhFp7q6OgwNDSEQCIioUE5OjoyvQXd0ZGVl1ZhYb6o5vabjVv2+qfzsly9f1mhfKIrCq1eviM8oEAgI76QqOOq5XC6hCsjNzUVOTg5ycnJQUFCAV69ewdvbGywWC/b29oznnMViEaFCIyMjxjXU1dVFly5dSJV1TExMoy9aaGtrw9PTE0+ePEFcXBw8PT1hZWWF9PT0OnHt1wVcLhfGxsawtLQkrcdqamrw9PTEo0eP8OzZM7x69apWfJuf0TAoKipCSkpKnRf+WCwW2rVrB1dXV3h5eSmMl+g4jkZOTg7ev38vN95ojolfOnFV3bgMDQ0JvZ5QKKxVYq4pwOPxYGFhUSdh2cYGj8eDkZERBAKBTBHNu3fvkJaW1mC2tjnN5zweD1ZWVsjKyiLvLH1t0tPTichyQ8HY2BhWVlaMcdVUtKLo2tGUqRoaGiT+1NDQwNu3bxETE0NiYW1tbfTt27dGX1oeKioqkJqaCnV1dVhaWhJdsOaWO1BmMZ6iKHz48AEaGhrN0kZKQ9Xja7BkNIvFwoABA9CiRQsyeVVUVGDatGlyBQw/Fdy+fRuRkZGYMWMGWVVasWIF4b2kURdne+bMmaRl9+7du+jduzcWLFiAL7/8UmZbmks5NjYWx44dAwBoamri6NGjSEhIwOnTpxEfH48jR47giy++YPzWysoKISEh0NHRgUQiQZ8+fZRWDnd2dsbVq1ehrq6OkpISBAYGMqrbqsO1a9cwadIkMoaHDx/i7NmzmD17NiQSCfT19fHFF1/UyWBJg8vlYuTIkbCzs2uUl70xDYqiQJSiKMyfPx83b95USaAnFAoxYsQIxjGMjY2JoiybzcbJkycRExNDxkJRFK5evYo3b94AQLPhxWoMFBUVYdSoUYzV4fz8fAwZMgQjRozAoUOH6v2cZGdnY/fu3RCJRDI0N7Nnz8bMmTMZny1atKhONC3ywGKx8McffyAgIOCzgNFnfPLw9/dHu3btar2QWVFRgS+++AKurq6E366pMWnSJAQGBqJnz56kEmf79u3YtWuXUnOFjo4OTp48ibNnz2LUqFFYtWoVxo8fz9iGy+UiLS0Nffv2xZAhQ/Dvv/+id+/exB4+evQIV69eVf3JobJrbdSoUYx7FRISQkRjBQIBHj58WKtK2OYwp9e0LdA8kz40RCIRpkyZAi8vL4SEhGDOnDmk3VwVIkhLly7FhQsXyN8sFgtnzpzBkiVLSKcYm83G1q1bGb5IeXk5evbsiczMTEyePJlBF+Li4sJor/X09Gwy0Wt6TufxeHj37h0OHjzYaN2mhoaGmDx5slxe4NmzZ2PixIno1q1bg3Ddf0bjQl1dHQcOHCC84KpAc7VJ1Y1LOqcBVPK+Npc5XBGMjY0xZcoU3L59G3fv3m3q4VQLMzMzTJo0SS490/r167F//35MmzatVlzDyqI5zueOjo7o2LEjgMqCgalTp+KXX37Bjz/+2KhjVAaK/Aw+n4+DBw8yfKuCggJ069aNMW/y+XyMHTsW+fn5OHnyZJ3GfPjwYVy/fr1BxNY/QxaqfmcaJBltZWWFNm3awNDQUMaw1EXESlmMGTMGDg4OiIiIaLIWO4lEgvz8fGzYsAGdOnXCiBEjMHLkSFhZWWHLli2kAmPChAmEAzk8PFwpDhsul0tWZVu3bo3Vq1fD0tKyWoX67Oxs4qCWlpbi0aNHyMvLA5fLBUVRKC4uxr1791BQUABfX18AlY5mREQEEQ2Qrljy8fGplle7RYsW4PP5YLPZZFWMXngYOHAg3NzcAFS2jh0+fBhAZaJu48aNSExMRHl5OQIDA+Hp6QkNDQ2G+qiqHG2a+ywxMRHfffcdgMrVuqCgIIWiHJ8CqnLGsdlsTJs2DVwuF9u3b6/19a36HpeXl0NNTY0EKB07doSGhgb+/fdfUnGXkZEhc5xJkyahVatWACodvIZKSjQ15Nm9qoJrurq6WLp0KYOCIDc3F1u2bEFqaipu3rzJ+H3Xrl2JyrBQKISlpSUoigKHw4GlpSWSk5Oxa9cuufe2Pi1gY8eOlRGpLCsrY3B707bwMz5DGYwYMYJwp0sjLy9PZu40NDTEli1bGJUyWlpa6N69OxISEkjVa0NBkWBLdnY2tmzZgrKyMrDZbEyePFlmG5FIhKSkJHz//fcIDQ1t0HEqA1rbYdasWejcuTN27twpI66jCOfPn0deXh6CgoLIItTZs2eRlZWF2bNnMzojdHV1sWjRIrRr147MwTk5OdiyZQvi4+MRFxeHyZMnw9TUFJGRkfVerORyuXB1dSXCx6dOncKTJ08AVFap0M9OVlYW1q1bR3j6HB0d4eHhgYiIiGZNJadMormxkz6PHj3C6tWrlU7QSscDXC4XEokE27Ztg7a2NiZPnowBAwZAV1cXW7ZsYXRhKYPRo0fDxsYG//77L8rKysgzZ2lpiW+++QYuLi5yBbABpp6FnZ0dWrZsCU1NTbDZbOKDq6mpNUlSLSUlBWvWrCFiqrNmzZLhw1YFqnu+aH7gO3fuyOUPraioaBZdLP8lSPuGHTt2hJWVFVxdXWFvbw9XV1fs379frqBnTaioqMD27dthYmKicJvBgwfD1dWV8dmIESPQqVMnuLi4IDc3lxSmfIwQCAQkp6GsrlBjQSKRYM+ePUhMTFS4jap4mBsCbDYbXbp0gaWlJfFFaMTFxWHfvn0IDw9HeXn5R8V9XVtUtbfSeiSlpaUIDw9HcnIy+d7a2hrTpk1jUDk2xrjkQdH3EokET548gUAggJOTE5lvpYX+hg4dCm9vb+jr6yMuLg43b95E+/bt5Xb8VzcuDw8PuLu7Y/fu3Xj37l0tz7L2cHZ2xrBhwwD8X4xe304gLpeLWbNmwd7eHo6Ojnj79q3KaEqbc2EC0ADJaA6HA4FAAHd3dwCVCYqanDY1NTWSuKwrWCwWRo4ciV69emHHjh1N2h5WXFyMnTt3YtCgQRg5ciRGjx4NT09PBAcHE+G8iRMnonfv3gCAP//8U2lCddrpFAgEWLFiBa5du6Z0QCsSiWRaJ8vKykgym05GAyAtDhKJBIWFhSTw7tatG77++msA/zfB0VWv5eXlhHRdJBLJCJn07t0bM2bMAFAZxEono3///Xey3ciRIzFy5EgAlc+Turo6xGKxjCBj1etS2xctPj6ecNvp6+tj7NixtUpGN/eXuyp4PB4JpIBKwzd9+nSoqakpTFjWFmVlZeTds7OzA5/Px6NHjxS2+dDvAr3AsWHDhk82GS1tB0Uikdxki46ODhYvXgzg/1qcEhISsGfPHrx//16mRcvZ2RkeHh5kAYAWeKPx8OFD/PjjjyrvRAkMDMTgwYPJM0NRFA4fPoxnz56RbSQSCYRCoUzSjqb/qYu9LysrI4sen1E/0Ha1uXQpDRs2TKaiFqhU4q46d9ra2uLgwYNEeby8vBxcLhdubm7knWlo0HMePcfxeDxkZ2dj7dq1EAqFYLPZ8Pb2litanJaWhp9++qnBx1gdJBIJSZoDwPjx4+Hg4IDdu3cz5gIWiyXzvkkkEohEIly8eBH379/H2LFjyXdnzpzB/fv3MXr0aPD5fJLs09PTw5IlSxj7yc3NxR9//IHc3FxIJBIsX74cHTt2xLNnzxj2oSax26rizEDl/Obs7Aw9PT2UlZXhxIkTOHTokMxvCwsLsXHjRvL3qVOn4OzsjMePHzfrZLQyvgf93DVWxXRERAQiIiLq9NuKigoIhUJs2rQJ5ubmGD16NHr27AkXFxecPHkSQqFQZs6gE7LS86lYLEZZWRlGjRpFglNpIUoTExOsWLGixvHQCddWrVqRSmppW9NUSE1NJbZDQ0MDAwYMIF2YqkTV54MWW+XxeGRODw0NVShm+RmNi9u3b5P/CwQCtG3bFt7e3qSo5/79+3VORm/ZsqXabczNzdGpUyeGjzt8+HDy/dOnTz/aZDS9gOXh4QHg/3IaQNPEgFUXwmnfOzQ0VCGNRY8ePeDj41NtDN3QkHet6OSki4sLTE1Nia4GbV8TExOxfv16iMXiOi3+fUwxenXjFAqFuHPnDt69ewcOhwMOhwM7Ozt88803KCoqUkkyms7nVF20qI+fIZFIEBERgaysLDg5OZFt1NTUSC5i2LBhmDhxIsrLy5GWlobbt2/DxMQEpqamNXYqSMPLywt+fn4IDQ3Fhw8fGN81xEJGx44diSZFUlIS9uzZU6e8o7R/raGhgTlz5hBx97KyMkIZV5MPrMxxmjNU6lHp6elhxIgROHfuHKGTaNOmDQ4cOMBIgkmDbgHKy8vDzJkz6/zAUBSFkJAQvH37VmUK6HWFoaEhLly4AAsLC/KZubk5rly5QoIbRRyxNYEmOKe5ZBuas4puTaInOR6Phx07dgCodOqHDh0KDoeD8vJyTJw4Edra2ti+fTv+/PNP7Nu3j7FCtX79euzcuRMAlOaHHDx4MJydnXH58mWkpqYqpAD4L6mO1gUsFgv//POPDG9YmzZtlKZRqQm5ubkYNGgQ4x6JRKJaVzR9itDS0sLhw4cJ3/Hq1atlqHvkYenSpbh69arC9/zQoUO4c+cOduzYAU1NTTKp0yguLm6wZKNQKMTx48eJva16n1ksFgYOHMgYD4fDwdChQ5Geno6pU6fWKtlD05r069cPGzZsUM1J/IcRHh6OCxcu4JtvvmnqoVQLCwsLmblTTU0NN27cwP79+7Fx40bMnj0bWlpaAIC2bdsSZ64hkZ6ejjFjxiA/P5/YV+nqMYlEgtmzZ4PL5Ta5TyIP8fHx8PX1ZcxjJSUlMvbC2dkZ27dvZwTAYWFhmDNnjsJ95+bmYuDAgRg0aBB++eUXhdvRlGAHDx7E+vXrMXfuXHTo0AF//fUXw2fMzMzE6dOnFTrjFRUVOHHiBOH6BSrtT3BwMBm3stUyixYtgoWFBXr27PlJUA7J81Oao+/yzz//YNeuXUhISEBKSgpJAGtqauKvv/7Cq1evZCjp/P39sX79eixfvhxXrlwBAFy4cAFeXl74448/6qUvYGpqKtMWHhERgaCgICxZsqRZCAyVlpZi3LhxsLa2JhzYDYVnz57hwYMH2L59O9zd3eV2hnxG80CvXr0wcOBAhXG3qvHLL7/gyJEjCA4OZsS9Hzv09PQwfPhwXLx4EZ6engAqu5IPHDgAoGnsaJ8+fWBra0vmJjabjX///RdPnjzBhAkT5PoakZGRePv2LYYNG9ZkXePyrpWLiwtcXFxgZGSE6OhofPHFF/jyyy8JXae7uzvCwsJw584dxMTE1HrRrTnOc/VBly5d4ODggGHDhsHGxkalNtje3h49e/asMw2KstdaW1sbJ06cIHGhtbU18vLyEBgYyBAarMu943A42Lp1K0M7oby8HJMnT8arV69qvb/qcOHCBWITysvL65yL69ChA3bv3k26Amxtbcl3Xl5eJIn/7t07pYtWP0aoJBlNURQyMzORl5eHuLg4xMTEIDo6GsD/raYnJycjLi5OLol+cXFxnVYUysvL8fDhQ7Rr1w5t2rRBbm5ujUTrjQEWiwUDAwMSHAOVVZGdOnVCeno63r59qzAJo6mpCScnJ6SlpSEpKYnxXV5eHpKTk/H+/ftGS/CxWCwZMSJ61amiogLJyckoLCxEZmYmoqKiYGFhAYqikJaWxqiSBCBXRKNNmzYwMDDA48eP5VZKGhkZwdDQsEGEYvh8Plq0aAEDAwOYm5tDXV0d2dnZiImJgb29PUxNTVV6vKZCYWEhkpOTYWVlJaOm/fTpU0RHR6tk1VAsFitU5zY1NSW0NKWlpXjy5Al5B54/f07GVV2r2ccMmhKHtn/SCZ+srCyZlW36eiUkJFRbUZKZmYns7GyEh4dDQ0MDT548URkNkpGREaHiKC8vZ+w7MzMTycnJSE9PV/heyrMdLBYLFRUVNQqjyQP9fDk4ONT6t58hC6FQ2CyTpEAlnU9sbCwcHBxgZGSETp06yWzj6OhIhG7evn1L5s6GrJovKipCdnY2iouLoaWlhefPnxOB4PDwcAgEAsbcXpdKtIYAn8+Hs7Mz6Up4/vw5CgoKiKhydRCLxSgqKiIVWc7Ozvjw4QPpiKJBizjTKCgokOvv0T5Q+/btYWhoCEdHR1LVFxcXB4lEgrdv3zISKaWlpbCyspI7TyUkJODdu3d4//69DC1QbcR+pOcomrLjY8fHdA5qamrQ0tICm82GUCgkMYSenh5atWoFLS0teHt7482bN4QCwsDAAE5OTvDw8EBOTg4eP36M3Nxc5ObmIjw8HAUFBXB1da2RukcoFOLp06ek4l8oFILH4yEuLg6tWrUiSRAOhwMtLa0mXaTQ1taGo6Mj8vPzUVBQgOLi4gYT/wQqOwzMzc0RExOD9PR0JCYmwsLCAoaGhg12zM+oG0xMTGBvb49WrVpVS6tRH9ja2sLMzAxPnjwhcXtKSgqKi4sZvufr16+JQHZBQQGsra2RlZVVJ9+vMaGlpUWebV1dXVhYWKCsrIzYI7FYDIlEAl1dXVhZWSEjI6NRRUwNDAwY95bFYqF169YoKSlRSMUhFApRWloKY2Nj6Onp4dmzZ9DX14eurm5jDZsBHo8HMzMzCAQCIsxeVFSE6OhoBr2Pjo4OnJ2dkZKSQvys/zJ0dHSgq6sLkUiEDx8+4MOHD3JpHOzs7GBiYoInT57U6ONzOByYm5sz7kVtURs/g8PhyBSL5OXlQVNTE4aGhpBIJNDU1Kz1GAoKCpCcnIwWLVowfMeysrI67a8m0H5GfSGRSFBUVEQWFiIjI6Gnp4eOHTtCV1eXvKMikUhmcb24uJgUpn7sUFll9NWrVxEXF4e///5bbvXK/v37sWrVKpkkbFlZGaZOnQoAtU6I5eTkYPjw4Rg/fjz27NlT57GrGqWlpThy5Ag6depEOGVonD9/HrNnz8b58+cJ16s0bG1tceXKFfz555/49ttvGd89fvwY+/fvbza8SdnZ2di3bx9u3bqF0NBQiMXiWq+Kf/311+jduzdcXFxqVLBXNSwtLTFlyhT0798fLi4u4HA4OHfuHIYPH47du3cTgaOPHa9evUJsbCwmTJjAWHWrqKjA3LlzERYW1uBigv369SMV9fHx8XBzc0NBQQEoisJXX31FJrNPVdSwuLgY48aNk3uet2/fZlDkAJU82nQXQU2QSCSYN2+ezH7ri+7du+Po0aMAKpM6rq6uxFG8ceMG0tLSam2LKioqMHPmTKSlpX2y9/pjga+vb7OZS6ri2rVrmDx5Mo4fP46hQ4cq9Rs7OztcvXoVkZGRDSYsFB8fj5MnT2LAgAEywT7dstccn2uBQICLFy8SUeKAgACl6b2ePn0KPz8/AJWJsIcPH8rdrkWLFsSXoyFvEeHChQsICgrCmTNn5FaXJiQkyPhGXbp0QWhoqNyFhqVLl+LAgQP1fpb79++P7du3A6gMNHbs2NGoSYb/OoKCgjBhwgR4enrKXYD18vLCrVu38MUXX2Dv3r2M71atWoXp06fD1dWVJMC+/vpr2Nra4sGDBzh8+DAWLFig8Nhv375FQEAACdzpOMXf3x+//PILoZfp0qULbt68CTab3eBdiYrQvn17hISE4M6dOw3KFUpDV1cX48ePR15eHo4cOYL58+fDycmpWq2az2gaBAQEYO/evQ3KDzx//nxMmTIFbm5u1S62/vjjj4SKcdy4cdizZw+OHj2qsk7MhoK9vT0GDhxI/laUaHN0dET79u2xZ88epKWlNdbw6gwOh4PBgwejsLAQS5Ysgb+/P7y8vJpkLMbGxpg0aVKT0h19rBCJRJgxYwbJl8jzNxcuXIgxY8bAzc2txgIvTU1NjB07tkEStspCT08Px48fx8uXL3HixIk6LaK/ePECr169wqRJk4jI6MeAly9fytBr+vr64sqVK4zKdysrK0yZMoWxXUxMDI4fP94Yw2xw1NsSWFlZoV27drh06ZLcit/3799jxYoV1YrB1Cd4U1ZoRxWoDf8QXR189epVUq3122+/4cGDB6ioqJAJnFgsFoKCguDu7k4EAGno6urC3d0dLVu2lBtwNSUvEkVRCAgIIEGllZWVUo5Qhw4diENTlceKFiyQRteuXdGtWzeEhYWpVMiQxWLh9evXKCoqgpeXV6MLwTQGrK2t4eDgIFPJwuFwMGfOHLi7u+Ovv/5S2XV1cnLChAkTcODAAVJNQPMv0seVvh7NMXnTEFB0nvL4Th88eIDFixfLVaOfOXMm9PX18ccff5BkSUNcQ7oSkhZ+qjrmurwjLBYLbm5upI2qTZs2aNmyJYDKRN+WLVuU3m+nTp0+qZbQxkZT8uGOHDkSjo6O+O233xjUCjSUtcM+Pj6EskVDQwN3796tVWBYW9tMP/d79+7F5cuXGUKjzcGOTZo0iSSAHz58iGPHjgH4P9FeWiRuzpw5GDRoEIDKhaWa2v/oZ6W4uBhr164lC4lAJbXHTz/9BCMjI/D5/BrV4imKQkVFBXbs2IEbN24AAKKiouQej8a7d++wYsUK9O/fHwEBATL75PF4+N///sdYICgpKcHvv/8ut3rF2dlZhp+8U6dOCucoeefQHKuOm+u4qkNSUhKWLVuGQYMGoVu3bliyZAkePHiAbdu2Md5/ms9yzJgxsLW1xW+//Ua+43A4MDQ0xOrVqxEaGoojR46QrkwOh6OUTyovlhCLxTh37hxycnLwv//9D2ZmZk2eQHn37h2+/vpraGhoNCgNA0VRiIqKQlFREeLj4/H48WMAlXYuJSUFy5cvr5cI8meoFhs2bED79u0b/PmU9gulUVxcjB9//JFU8knH/BEREVi6dCk8PT1l7HdUVJTKqvvqY//4fD48PT1hZWUFFouFHTt2kMR51fkJ+L95U1NTs0a6BFXYZYFAgPbt28vQbEgkEmzZsgUPHz6ssSuSzWbDzs4O69atg42NDUxNTREeHs7wYxoKLVu2JJ1H2tra5BkSiUT4+++/8ejRI0gkEpw/f16mME1dXb1BO96a67wpb1xsNhvu7u7g8XhwdXXFhQsXGHzxAHD69Gm8evVKYTU5HaM/ffoUubm5UFdXb9AFrJycHFy9ehUODg5yE8V0fkDZuVoRqvrgV69exaVLl2Q68psbqvodsbGxWLp0KePet2vXDtOnT2d8Zm5ujoCAADx79qzRizlVjXrNWjweDyYmJnB0dFTI5ZOVlYU///yzPoepERUVFSgqKmrw4FpRYKXIiGVlZSErKwvW1tbQ1tbGnj175CpM83g8aGtrY+zYsfDx8QFQ6VzTrYAGBgbw8vJSOOE1tRH19PSEt7c3uFyu0oakZcuWCAoKAlDZ8i9tRM6dOyezfc+ePdG5c2c8evRI5fc5ISEB79+/R5cuXUgbpioduqa4P9KqxAKBQGYFvLy8HOXl5Rg8eDBsbGywadMmlVxXTU1NtG/fHkFBQQgLCyPJaFqcCKh0WqWDTDqBoUz7HpvNhoaGBsrLy1VGR9Ec8fLlS7mUJzSHu5WVFTZt2tSglXu0XQX+757RgYgy77kiR4rmwAIqV4C9vLzA4/Fw9+5dHDhwAKWlpUrdW3t7e9jb29fyrD6jMaChocF4RiiKQklJCXnvAwICMHLkSBw6dAglJSUoKytDWVkZioqKoKGhAS6Xq5QdpjkHgUr6qB07dtSKI722czqNs2fPKn2MxkTv3r0xdOhQaGpqYu/evbh48aIMBRqbzUZgYCDjM0VV0iUlJYy5WSQSYffu3YxtysrKsGPHDrRp0wajRo0CUHld6fuoCKdOnar2XHg8HtTU1FBSUoIPHz7gjz/+gLa2tty5jMfjITAwkGEP8vPzcejQIWIjy8rKyLPRtm1bLF68GKWlpYznhZ6jioqKyPbyzqGpfS5AsSBUXcDhcOokEKUKpKWl4ffff4eBgQHc3NwwefJk2NraEttAU1yVlJSAz+ejb9++cHV1xcGDBxnJWG1tbcyZMwd6eno4f/7/sfedAVFc39vPNmDpvRepCkivgr333kssscfERJOYX5oliUmMiZpuV9TYe6+IKKICAiqoNOm9963vB965/x12gV1YignPF2Wn3Zm5c8+5557zPJcAgGR7UT62vBybkuNXZGQkoqKiMGXKFBr1XnV1dacsQOXl5WH79u0YOHAggoKCwOFw2k3YKyEhASkpKWTRiEJhYWG7z+u6oRgo4evG4PP5UuNcW8Dj8WT2/bq6OlJZ0hiJiYlITEzEP//8Aw8PD6irqxOap4yMDEIzIxKJ2jQPUdSeS4oBampqwt/fH2w2G1VVVThx4gRu3boldQxVVh8eHo5t27bhnXfegYWFBW3OJU+7FIWxsTFNSJUaG0UiEY4ePYr79+/LdR5LS0usWbMGQMO7TEhIAI/HaxdtGclnYm1tTdovFApJALyurg4HDhwgtJ5hYWFSwdUxY8bAz89P6e2j8DbZc2oOZWlpiYULF6KsrAxRUVG0efXt27dx+/Zt2nGqqqrEl3F3d8fatWtJNnJ7o6KiApGRkdDT0yPBaIFAQHxTyl+kBIIpKGLbKDFjyf0jIyOxfft25d1IByEzM5O22A40cMXPmDGDJgpuYGCAoKAgQtcJKDaGtvcijCLnb3XETUtLC9OnT8f169fh5+eHzMzM1p6qzbh69Sp8fX3Rr18/WFpadui15X3QpqamuHPnDo4dO4avv/6atm3mzJkYPHgwbcXIy8sLy5YtAwCFgrydgaioKLx69QpTp06VWxwhLCwMvr6+ABoMU1fg+gYaVIejoqLe+ozLESNGkIxTSZ5oCiEhIdi6dSsAyB38awl6eno4e/YskpOT4evrS8tQvHDhAsmioTgZgYbv588//4SJiQmmTp3aYkDa3d0dhw4dwvbt2+Wmsfg3QSwW47333gOHw2n3bIbbt2+Tb1QgEKCkpASOjo4YNmwYtLS0WjxenrHx8ePHSExMxLRp0+Dj44PHjx9j8+bNOHToUJvb343OgaqqKo4fP06yYICGIN+UKVNoInJU0OjKlSv44IMP8OWXX2Lfvn04d+4cRo0ahaioKMIJ3ZHoChOT1uLTTz/Fnj17cObMGUycOBEBAQFYtmxZs9zJCxcupJUlU6ivr8eMGTPkLqtOT0/Hzp07ATQ4yefOnWuTP7ZgwQJ88MEHmDNnDuG2/vvvv0m2N4WCggLU1NRg6tSptOwpTU1N7Ny5k2g/rFu3jraIIBaL8dlnn+HatWtS1xYKhSgrK4ObmxsGDBjQ6ntoT8irci/PfsHBwXB3d5drXG8v/Pbbbzhz5gxOnjwJPz8/PH78GN988w2OHTuGiRMnYtiwYfjrr78AALq6urhy5YpMbu+xY8ciKioKQMNkVktLC1OnTkW/fv3kEjTkcDg4dOgQXF1dAQBbt27Fvn37MH36dFr/ojKEOwuU7Zw+fbqUNkNLeJvHuG4ohjNnzmD9+vVKm6Nv3boVu3fvbtX5PvnkE+zevRtnzpwhQmmjRo0i84+4uDi5g6ryorm+7uDgQDK1mUwmVFVVcerUKXz99ddNftvJycno27cvSkpKIBKJcPbsWVhYWGDKlCkdJuqZmZmJKVOmkHmUvOK8jcHhcDB9+nSkpaXJTAJrK8aOHUt8OC6XS35PTEzErFmzwOfzIRaLpfSx/otorT1fvXo1pk6diqlTpyI1NbXJY7/++mtMnjwZQEP8Tpk2oDVBzfDwcKxYsQJAQ+zg3LlzSElJIT6khoYGZs6cKTd9iLu7O4KDg6Gjo6NY498S3L9/H35+fvjuu+8wZcoU2rbBgwcjODgYQAMta+OFiKbQ3n6AIudvVTDaxMQERkZGMDIygkAgIJMVdXV1+Pv7Izs7G0lJSQAaOpS/vz+YTCZEIhGioqKUzrVWUVGBiooKeHp6KvW8ykJ+fj5YLBays7NlloxWVVURcT8VFRVYWFgQsYGuguYGG0qAMj09HTwejwRyWSwW/P39yWDy8uVLQrZfVVWlMHcYh8OBjY0NiouL2420XUtLi4i2UdDQ0ICtrS0KCgpoKq3yoLPKf1JTU1FfX4+AgACZmV3FxcVK524TiUTIzc3FmzdvpM5NfaOSsLCwgLOzMzw8POQWjOLxeMjOzpZ7DHF2doahoSEeP37cZcXaFEVHTYCpb9TY2BgaGhqwtraGlZWV3OOSPH2/pqYG9fX1SE9Ph6mpKXr27Ak9PT1lNL8bnQSxWIz8/HyYm5vD29sbDAYDFRUVMsssORwOGZ9yc3NRV1eH0NBQ0gf09fU7NUBGgcViwcLCosuXwuXk5BBfy8DAADo6Oujbty+ys7PBYrFQXl4uZTt1dXWlbF5KSgpSU1Npi5SOjo5kwby4uBixsbG0Y3g8Hjm3UCjEs2fPZIrrNCfICjTYWz8/P/j7+6Nnz560SSxVbSYLjQXqNDU1kZmZCR0dHbi7uyMoKAilpaV49OgR8vPzcfv2bTx9+rRZOyjL3r9NJb3ytjMrK0smxV5HQEdHBz4+PkT8PCwsDF5eXvDy8oKenh5EIhFSU1MRGxuL27dvw8XFBebm5nBwcEB+fj7JXlRVVUVAQAB0dHSkJqR6enpSdiU9PZ3MUyjhTKDhmfXo0YN8EwEBAUhJScGTJ08U9v+UBVtbW9jZ2QFoyPiPjo5GTU0NeDyeUisF2Ww2LCwsSPJLUFAQjI2N8fjx406ldepGy5CVxQs0ZAcq09cvKCiQqvDt1asXjI2N8ejRo2b9bMoOUX2JwWDQvlVzc3Oarg0FivZSGZWARkZGpJKbzWYTO6ampoaAgACUlZU1+7x4PB5ev35N/i4vL6dVTCgDlZWVhPueGteMjIwgFosRGxuL+Ph4JCYmKpSQIhKJ8OjRI3JeJycnWFtbQ09PD7W1teS5i0QiZGdnK5wpbWJiIhU4zM7OJteTxOvXr/Hy5csWr6Gvrw8vL692TTJ8W+15fX090tLSYGBgACcnJyn/ms1mw9/fn/hP3t7exKZVVVUhNTVVafZM3udXXFyMN2/ewMLCAtXV1eQ7MzQ0hEAggK6uLjw9PfH8+XOUlpYqRAXJ5XK7VMxM2aCe18OHD8mYaWxsDDc3N6Snp5O5SWpqKlJTU2FiYtLiuCRv3++Ib6RVwegBAwZITV6AhvKP8+fPY/fu3aRkyM7ODhcvXiSl9f369SNZC/8VhIWFoby8HDt37pRpPM6dO4cPP/wQQEPnWrJkSafz0jVGSx2R4nqytrbG/PnzATQMDvv27SOlsytXriSrXq2BpqYmZs6cicePH8vMZmov9OjRAz169MDJkydbnEg3RmcYObFYjK+//hoCgYAos3YEysvLMXv2bLn3Hz9+PH7//XcwGAy8fPlSrmMSEhIwatQouY3Uxx9/jDFjxsDb2/utEBnpiujbt69MIbKWIG/fp3g5e/To8a8RDf0vg8fjYenSpRgwYABu3brVZLYQj8fDmTNnaPoApaWlNAoJKsO3s6GmpoapU6eCw+Hg77//7uzmyA0Gg4Fvv/2W/F+W7ezbt6+UgMrBgwfx7bff0sbZZcuW4aOPPgLQwMU3evToJsfhsrIyzJw5U+a2lsZuGxsbXLx4ERoaGm0qHa6qqsK8efMwfvx4nD17Fp988gkWLFgALy8v3L17F2FhYa3mve+KaEu7fv/9dyn+344SN3VxccHVq1fx5Zdf4qeffsKSJUswePBg3Lhxg7bfo0ePMHz4cOzbt48I+YSFhZF+Zm5ujpiYGJIJ3xJOnTpFhAmBpu938eLFmDVrFvz9/RX2/5SFuXPnYsOGDQAankP//v3bpaxeQ0ODlAJT1339+jX8/PxIFmY3uiaGDx8u8/eO+I4//PBDTJkyBd7e3m3KwO7Vq5fM2IJQKMT+/fuV4sNTVSAA8M8//5DnZm1tjejo6DafXxlIS0vDmTNnADRo/mzevJlUP3z55Ze4evWqwu+Vz+cTakwA+Pnnn4k9NzMzI753XV0ddu7cifLycoXOP3jwYFo1HCWU3JSYtDzt9/b2xrVr13D16tV2ezdvqz0vLCzE4cOHMWzYMBr1IQUNDQ2EhISQRQbJ86Wnp3eK8N3jx48RHx+PpUuXytw+YMAA9O/fH7NmzWpRx+S/ip9//plQeEyZMgUnTpzA999/T8RigYZva+bMmTLHUknI2/c74htpVcSTEn4DGiYyf/zxB4CGDJvGAjbA/wmPcDgcrFu3jqyqnj9/XsrhlBeU+B3Q0MEpde2uvMrV1OArua21wmBdDVOmTIGzszNMTU1JloWs9/LOO+8gICAAQAPdR2M+yqCgIMyZMwe9e/dW2nuV1Uf4fD5CQ0NhZWUFHx8fKRGmjuhXyrwG1Y+a6kvDhw+Huro6tm3bJpVR1tbrUli0aBHs7e3x/fffy5zI3Lt3D6tWrQLQEIRqLuuBzWbj448/Bp/Px7Zt22jXcXJywgcffIATJ05IcZ8ePnwY9+/fV9ix6kYDtZC3tzcsLCw6ZEyl3um0adNgY2ODH374QWZWxdOnT/Hee++Rv//88892b1s3moeNjQ3Wrl2LS5cu4caNGxCLxXj9+jVWrVpFRGok3+Xz589x48YN1NbWwtTUlAjgSoLBYCArKwuXL18G0FCKSvEKGhsb47PPPoOamhrEYjEiIyORnZ3dLtl7Hh4eRByNoovoKtDS0sLnn3+OV69e4cCBA1LbxWIxoqKiyLPPz89v9nzp6en4+eefERERIWU7zpw5Q4TL5M2maA0YDAaYTKZCY46Kigo+++wzmJiYAADh0JS0gdQ5qfN2hJ/Vlf1RyXZNnz4d06dPx/fff99uVWfNofF7efnyJd577z2Ym5uT+QUFyl8EGoIVv//+O/bt24fExESsW7cOgwYNwjvvvNPiNZvyjwQCAX744Qf4+/tjzZo1LYpZticsLCzwySefoE+fPsSP1tPTw+jRoyEQCMBkMpVSOSIWixEdHY3S0lIkJiZi4MCBmDVrFu29dKNrozPmjc7OznjvvffQr18/pfST5ridg4ODaZmcfD4fW7ZsIQHqKVOmYPDgwS1ew9LSEpWVldi8eTOio6PJcysuLsann36KlJQUhduto6ODkSNHIjU1tVXHU6ivr0d4eDi5p8WLF6Nfv37Q1NREREQEjhw5gufPn7f6XUsed+rUKVIZ4uzsTPPVQkNDYWRkRKhCKTQ3Rzc2NpZ6f62NZ1D23MfHp0tRlHZFey4Wi6GiooKvv/4aDx8+xG+//YYZM2Zg6NChMDIyIs/v0KFDePjwIYCG5Aptbe1OiWk07g9z587FoEGDoKOjQ+zNu+++i6FDh8LV1RX5+fly+d23bt3CuXPnaL/9WxNfqWcYExOD9957D48fP5Z6rlFRUcjJyUG/fv0Ix3RXhkLBaKFQCD6fT5vwubq6Em41oVCIyspKGu+rUCgkgSAul4upU6eSbVlZWQoHozkcDtTV1TF69GhMmTIFlZWVYLFYOHjwIFRUVKCqqtquol5thYqKCtTV1WmZz6qqqtDR0QGPx2uVYmxXGiBFIhHq6uoQEBBAOGyaw5AhQ8jE4ejRo1KGztnZGStXrqT9xmazyXtWVmaTUChEfHw86uvriSBWY3A4HKiqqipM9yDv+1HmO+RwOM1O6L28vNC7d2/8888/rQ5Ga2lpEUNXU1NDSrqphaehQ4ciICAAf/75p0wBlRcvXuDFixdEqKy5khJVVVXMnDkT1dXV2LFjBymp1dLSgr29PWbNmoXY2FipYHRoaGir7u2/DAaDAS0tLVhaWsLPz6/DxhZq7AgMDIS7uzv++usvmcHo1NRUwh0KdAejuwJMTEywbNkyQoMANJSVHT16FAKBgHz7lOBYZmYmKY/V09ODv7+/zPNKUjLFxsbi6tWr4PP5sLe3x9q1a0kw+uXLl63mTWwMsVhMsy0UJdnhw4dlChB3JtTV1TF//nzcv38fZ8+eBZ/PJzaqrq4OYrEYr169apZLUBIlJSU4duyYFKUSAERERCAuLg5z5sxpVXknNa7w+Xy5xGrr6upQWVkpVwYoh8PBrFmz4OjoCD6fj+fPn5NMXxaLhbq6OjAYDPB4PGhpaZFqIUm7pQg6w6bLg8btaqqd1G+UTz9ixAj06tULf/zxR6cEo4GGCbKOjg4qKyuRnZ2Nv//+G7/99puU/ycJBwcHODg44N69e4iOjsaBAwdQX1+P8ePHQ0NDo1WTMJFIhFOnTiErKwsffvhhh/HANoampiZsbW2xfPlymlCjtrY2+vbti/r6epmLb831Tep9A//3PVL7UjQpDx48AJ/Px6hRowA0UAb8GxJkuqF8mJubY/bs2WAwGHKX1YvFYlRUVCj8XZmbm9P+rqurQ1JSEhFgmz17NklQ4/P5zdqovLw87N+/n2bPq6qqsG/fPoXaBDR8p6ampvD19YVAIEBWVpbU3FReeyEQCAh9go6ODsaNG4exY8eisrIS0dHRNL+3rYiIiEBERAQAYNCgQZg7dy4YDAbKysoQGxsLT09P+Pr60tqdnJwsVUHj7u7epLigpqamXJW5lZWVNEFMyp7b29ujvLy83WM6b7M9p/zr0aNHg8vl4vfff4efnx+mTZsGDQ0N8i1cu3YN//zzD4CGuJ1kLE7Z7WwKFEd4eXk56uvroauri5EjR2LOnDm0/YKDg8mcQCgU0oQOGwstU789fvwYV65cUdo9vQ1oPBeWBEVrNHjwYLDZ7HappFImFApGv379GtevX0ffvn1JAFoS6enpGD9+PI1rLikpCYGBgVi1alWTar+KYPDgwfjzzz9hbGyMoqIijB07Fm/evAHQkO3Zv39//PPPP12WH3bSpEn4/vvvSQYPAMyaNQvDhg3DmTNnkJeXpzBFR1cJRAMNPIO7d+9Gv3794O3t3S7XcHV1ha2tLc6ePdth/LkMBgPDhg2Dj48P/vnnHzI4yntsR2PUqFHQ1tZu1eKGPNDS0sKlS5cIl9e6detI2Y+9vT1Gjx6NtLQ05OTkYMaMGXj27Blu3rwpdR4Gg4G///6bqCw3BQaDAXNzc1qplpqaGk6dOoWqqir4+fnJDFx2Q3FQwnJ8Pl9K1bo9QY0dAwYMIPyY3Xi7sGrVKsydO5f2271796T4heUVJZGEs7MzbGxspLIflI36+nocOXKE8NIfOnQILBar04J08mDUqFGIiYnBlStX8ObNGxw7doxM9hUpr3dxccGjR4/wyy+/4Pfff5faXlNTg0mTJpFJhSIwNTUlmfP/+9//Wtx///792LJli0LcxdnZ2Th37hwMDAxISbK6ujp27doFoCEZ4OzZsyS4t2rVqlaVg3Yln0sSinJGZ2dn4+zZs3BwcGixpLO9sXr1akyfPh0TJ05EcnJyq89z8eJFREZGYteuXRg6dKgSW9hxYLFY2LdvH4KCgqR8OGNjYyxevBgPHjyQWbre3DtPTU0llSbGxsa4fPkyKf+/d+8eoSE5deoUKa/n8/ntLpbcjbcTERERRBdCKBTKNVbn5uZi4MCBbV7kEYlETdJ2REREYOHChU0eKxQKlWLP2Ww2QkJC4O/vDw6HAz8/Pzg7O+P48eO088trLwwMDHDz5k1Ck2NiYoK8vDyMHTtWaQKUshAZGUl7jzk5OW3W4GIymdi1a1eLC888Hg+TJ0+WSYH06NEjzJ8/HwEBAejZs2eb2tMc3mZ7HhkZiSdPnuDo0aPIycmBWCzG999/j5CQEFy6dAmvX7/GkiVL2nV+3NTza/z7/fv3ER8fj/379yM4OBjR0dEwMjKSOu5///sfLl26BKDBH6fsj46ODmbPnk1bnNXV1cXMmTPB5/P/c8Ho5rBt2zaMGDECWlpaeP78eZdPzFMo6snj8VBWVia1SiUWi/Ho0SM8ffoUKSkptEAdn89Heno6Hj9+TJTM9fT05MqalQV1dXXY2tqCwWCgsrISGRkZUFFRwbhx4+Dg4AADAwM4OjoiKSkJ8fHxCAgIIBxyqampePHiBYCGDC1ra+t2LwGhhBfy8/MhFApRWlqKZ8+e4dmzZ9DU1ET//v2ho6MDLS0tGBkZvfVOH6VCHxMTIxUophYNmoK5uTnGjRuHqKgo4tRkZGSQfqOhoYH+/ftDTU0NKioq7c6rXV9fj7CwMBgYGMDHxwcaGhpgMBhwdHREQUFBiyXPnQUGgwFNTc12K8Nxc3NDr169wOFwSJaNsbEx4Qa3traGrq4u+Hw++Hw+tLW1YWZmRrZTYwK1Em5qatpi8FEoFOL+/ft49OgROU4sFiMpKQmlpaVIS0uDWCwGm81G//79SZZ1bGxsuzpxnQ07OzuyMFheXo779+/TMgxaAyaTCWtra5pIpOTKd3tVYggEApSVlaG+vh5sNhuDBw+GgYEBybTtRtdFaWkpLl++TJtgqqurw8rKCqqqqkoRpVRVVYWKigp69OgBBoOBlJQUcLlciMViuTJt5UFeXh4KCgpQXFxMbHFZWZlSzt1WcDgc9O/fnxbIp6jRRCIR+Hw+uFwutLS0FBKJTkpKIllkurq66Nu3LwICAmQq3AsEAty7d69VmdF8Ph+JiYkyRQ0lUVFRgcuXLyMyMlKmz8BkMtG3b18IhUJCJyISiZCWlgZ1dXWUlpaCzWbT+hz1DqmscR0dHZiZmWHAgAFk0c3U1JRMwKurq3Hv3j3o6enByckJmZmZSutjykJbxmEGgwEbGxvi00dFRUFdXb3D/E8nJyc4OjoiPDyc/Kavrw91dXUMHz4czs7OACBTzAz4P99MX18fvr6+tG1VVVWoqqqSuheKzoealFMZlV0NdnZ2cHNzg6urKywsLKS2U33byspK7u+cx+MhLCwM6enp5FtgMBg0MSTJ4FllZaXShea70b4YN24c+f+TJ086RGy3trZWaow2NTWFn58fYmJiZI71AoFAqoqJmttlZGSQObqieP78OZkrxsTEKJV+UBYcHBzQu3dv2nfK5XKhoqICe3t7qKurKzT3MDU1hbGxMWxtbYlfExUVhWfPniE5Obldv0dZ71EWqDk68H/zOC6XK5dApr6+vszAY11dndSCm1AoRGhoKAoLC5Gamgp9fX0wmUz06NHjraAcaA1aa88zMjJQWFiI5ORkUtFWXFyMuro6XLt2DRkZGe3+LbSE6upqZGVlIScnB6WlpSgtLYWbmxuJ5VH2nIodPn36VGabORwO+bYoMJlMREZGdvo9djVQAs39+/cn8ZesrKwuG2NkiOVMb9m4cSPi4uJw9uxZnDlzBpMmTSLbRCIRRo0aJTflhr+/P8LDw7FhwwZ8//33CjV40qRJOH36NBgMBnJzc+Hl5YWhQ4fi0KFDtP12796N5cuX48qVKxgxYgQAYMeOHYSwnxIKbO+BTSwW48SJEzJX/RwdHREdHQ0tLS2IRCKEhITInAC+jbh+/TrhJ2oOBw8eJDQdVFecOnUqEW+QhL29PRHkE4lEOHTokFwGVBH07NkTM2bMAIPBQEFBAby8vNCvXz8cO3aM1sbY2Fji+HRV6OrqYtmyZWSVvTH4fD769+9PExCTB3/88QcWLlyIXbt2kYlN42GkOZ6o0tJS7Ny5E/X19WAwGLhx40aLGUz19fXo06cPnj592ux+Ojo6iI6OJsHtRYsWyeRS/bdgzZo12Lp1K4CGPtmnT582V4Xo6+sjNjYWlZWVOHnypDKaqRBGjhxJSrSuXr2KMWPGNLt/dwlx69De2SA9evTAO++8o/QFX+p9t0f7L1y4gJiYGKWfVxnQ09NDTEwMbGxspLY9e/YMZ8+ebdV5w8PDcfv2bQCAj48PIiIimvSLqqqq4Ovri9evX7fqWsqAqqoqHj58iOrqagwcOBBCoRAcDgfLli2TW02dKlMVi8XIysqCl5cXxo8fj7179wJooCzw8fHBO++8gx07drSLr9GZ4HA4WLJkCeLi4jB8+PAOH0PXr1+Pzz77DH369AGXy0VYWBg4HI7Mdsj6zgsLC+Hl5YXg4GAcO3YMs2bNwvHjx2n7nD9/HuPHjyd/i0QiDB8+nPT1lhAYGIh79+6Bw+Gguroafn5+HSJgKGnTmxvjFHlnxcXFbRaX60h023TFIfnMJk+e3O4VRE2BmqPPnTuX0AK0BEdHR0RFRWHv3r1Ys2ZNO7dQOfjf//6H7777DgD9O6XeQ0ZGBg4ePCh3X540aRIRCqd0iqZNm4bTp08rueXyYfz48Th37pzMewMaFo137tyJmpoauXyx4OBgmfM8ipovLi6u2ePV1NSwbNkypSQ2/Jtw48YNQrciLyj/p6MywlNTU3Ho0CFa/xkzZgwuXrwIBoNB7HlLiQq2traIiYmhUb+8fPkSfn5+rUqQ+LejR48eiImJga6uLoAGDS15KfuUifXr17e4j9yppWfPnkVpaSkA4LfffsP58+cBAAMHDpQSCxkxYgRRuM7KysKmTZtovHypqalYvHixVOluc9DQ0MCmTZvg5eUlczv1URUVFWH9+vV4+vQpxGIxfv75ZxJIlMyE0NbWxrhx46CqqgqRSITw8PB2y4BqyRilpKQgPj4eRUVF7XL9zkDv3r1hYGCAu3fvyl0mLK9QYGpqKuLi4tq17GTXrl24ffs26fOSbXybkZ2djY0bN4LH40EkEtHENiZMmICJEycCaOAG+/777yESiaCiooINGzaAzWYjIiICFRUVuHLlCm2FraXnIrldQ0MDY8eORXJyMuLi4rBlyxYcPnyYbGcymfjf//5HU2ZWFC21R1dXF5s2bSLiPzt27FBoPFIGNDU1sWnTJuJc/fXXX3j8+DGABsdt8eLFTR6bl5eHDRs20ASGlNE3Fy1ahGHDhkFfX79TM6Ooe3F3d8eBAwewb98+KT7wbnRttFdAQZljMJvNxsCBA0klRXx8fJcNRgN0obf2wJs3b/Duu++CxWKBw+Hgq6++grW1dbtdr7VgMBgwMDDAhAkTIBKJwGQyoampKffxFJ0H0BCk/OWXX2Bvb0+erbGxMf766y/yW3BwMOzs7BAWFtYuIpkdCVdXVzg5OUFLSwsuLi7Yv38/QkJCcOfOnTafe/DgwZg3bx6AhnL8DRs2NMn3yeFwsGnTJrBYLFJRIRQKERYWBlVVVQQHB4PBYKCmpgbr168n/t67774LPz8/bNu2jYhmrVixAiNHjiTnZjAYtLnC7du3ERIS0mI2tKQPZGxsTNqlqqqKzZs34+HDh/jpp5/aNVgq7zdOZZRRfsynn34KJpOJ2tparF+/nsaHW1dX16VphrrRdlC0FJQYZUejpTl6c8jLy8OKFSuIoN7bgub4+Cn79OzZMylRQw8PD/To0YP2m6WlJTn24cOH+Pvvv6X4mTsC6urq2Lhxo0yazezsbCIKx+PxwOPx5PZHkpKSSCxAV1cX/fv3bzJRQVVVFRs2bEBxcTG2bt0KDw8PODg4NKsr1A3Z8PDwwIcffoi9e/fi/v37ndYOymZyuVyZ/auxTW08Rwca7NjHH39M4z+mqmm7IQ3qmYaGhiIkJASTJk3CkCFDcPfu3S7nx8odjJZctZLkHlFVVSXBaBaLRcSIFixYAKBhcvfdd9/RgtFFRUVSmcwcDodE78ViMUpLS2kPi8PhYNCgQSTjsaKiAsXFxVIl6dXV1Th27BhKSkoANChsygKHw4GZmRkpcRUKhaitrYWamlqLg6u8IjFUR1BTUwOXy5Uq8xSJRKiurkZ2drZcaqEtQd4yj+ZK7ttagk8db2FhASMjI7x69QoFBQVExLIxKioqUFRUBD09PfD5fFRUVLQ4sBQWFrbb8xIIBKipqUFMTAxCQ0MJ3UVjsNlsqKurNyki016Q9/2oqqpCXV2dTOYoJyAtLQ2HDx+WWXLs6elJvtuIiAj88MMP0NDQgKGhIUaPHg0Oh4OamhrU19fj+fPnTbarpTaqqKjAzc0NtbW1iIuLk+KSZrFYWLx4sVzBaD09PYhEoib7l5aWFgwMDFBaWkobK9TV1TFjxgwYGxtDLBbjzJkzHRqM1tLSgrm5OWbMmEGEWa5du0aC0Q4ODuRdSIISf0hISACLxUJNTQ2ZdJaUlLR5khwUFEQWEtsKRccSJpMJNTU1Gv2OpaUl5s+fj/Dw8O5g9FsADodDsmplVWTIsjeA7EqK1tqhlo6VFERRUVGBoaEhWRBqDZd1Z4KiKJEM+Clq0ylRaKDBfzp8+DA0NDSgp6eHDz/8sMU2MBgM6OnpkcBdRUUFeDweKa2lIBKJ2jxGUe3i8/lQV1eHh4dHi0JRsn4rKysjyQeampqYP38+uFwuqquroaqqCm1tbcyePZvs7+DgAF1dXURHR7da9LApKNLXFf0uZO1vZmYGd3d3AA1l1/Pnz8ejR4+UEoy2trbG6NGjATQEH9hsdpPBaBaLhXHjxhHfG/g/KhcNDQ14enpCVVUVAoEAd+/eRVJSEsrLy+Ht7Q1nZ2dMnjwZfD4fBQUFcHZ2JtQekqBsY1RUFEJCQlpsv4ODA2k/AFqCSFBQUJspsOSBpE2XBWquRPG7nj9/Hrq6uliwYAGYTCapaPo3ZfJ3o2UcPHiwU69PzdEtLCxQWFiokK5OZWWl3FnUXQWS3ylFnSM51mpqasLDwwMlJSVSXNq2trbw8PAA0FD1WV5eDoFAQM4XGxsr13ilbFBijNOnTyeL0NScnMvlIi8vj8SCFPUzCgoKyP2ZmJjA29ub+Ij6+vrQ1dUlNpnNZmPixInIz89HSEgIHB0d0bt3b7mu0xjtRSuojOsp415UVFSI/yYUCkn8hPLLXF1dMX/+fISFheH+/fvgcrk0zuX2apfkbyoqKjA2NkZlZSVJAKHm91QMSNK2amtrw8rKCrNmzYKhoSERPU1KSsK6detkCmx3QxoikQhFRUWIjo5GSEgIRo8eDVNTU2hqaqKmpkahxSRF0JpvTqmkuzY2Nrh69SpNnE9e+Pj44MSJE2AymaiqqsLIkSNpzlR5eTlGjhyJcePGYffu3fj8889x6tSpVq/2U8KKVDZuTU0NjI2NMXPmzBaFFeQViaHOPWLECPj5+eHQoUM0A11eXo59+/YprYxZ3pffWIm0NeeQ59zq6uo4d+4cYmNjMXfuXJmT0K+++gq7d+/GjRs38PDhQ7z33ntkIaG9Iete37x5g7///hvz5s3DV199BaBhJa8xevXqRcS0OpKrSN73M2rUKNjb20NFRQUHDhzAl19+CaBhsqeIk/jRRx9hyZIluHHjRrPvpbk+1dy+bQGXy8WZM2dQUFCAmTNnyuxfGzduxJIlSzB8+PAO4dCTF+vXr8fs2bMJn728EIvFWL58Oe7cuYPa2lqEhISQKhU+n9/uqtOKQNH3bG5ujqlTp8r83rrxdiAgIIBQrLDZ7Bbti7zCJ4qgpWNzc3Nx4sQJMl7s3buX2OCuwg8tL2pqanDo0CHaYpyiNt3LywsuLi4AgPz8fBw9ehQrV67Ehx9+KJPjsTG0tLRw5coVIma7evVqhIWF4caNG7TxLScnByNGjJCqNlIEK1euxPvvv4+bN2+iqKioRXqopn6TRHV1NQ4cOEAyUidOnChTw0BPTw/vvvsunjx5QuM6bisU6euKfhcdXcl14sQJQtfH5/Pl4tnOz8/H8ePHyWS0pqYGZWVl2LlzJ4YMGQJ3d3dcunQJ165dw4IFC7B+/XriMz558gQrVqxo8RrylvDu3LkTR48ebXJ7fX19u1NISNp0WfDy8sLZs2dpVDpPnjwhAmQikahbzLkbHQ5qjk4lE7RlnH8bsHfvXkJj5+HhgfPnz8ukt+rTp48Ur71kMDA0NBTvvvsubXtn8bp+8cUXmD9/Ps3uf/nll7h69SrmzZtHa3dbYgeFhYXYvXs3goODERAQgGPHjiEiIgJTp06lJXcFBATg6dOnuH//PqFI6uo2sKPteWBgIMkyzsjIwKlTpwA0+GWXL1+mJXVxuVzMmzdPauGkPdol+Zu/vz82bNiAL7/8EgcPHsTYsWMxcuRIHDhwAOvXr8fRo0dpNuuHH37ApEmTaJQsq1evxtWrV7u1DBRATk4O+vfvj9raWojFYqxYsQK9evXC6dOn8fLlS4SFhbXLdVvzzSkUjLaxsUFgYCCABufu+vXrSElJwfHjx5GXl4fa2lpERETAw8MDHh4eCA0NRXR0dLOZoywWC8OGDUOfPn1gYWGB2NhYxMXFSTmxYrEYBQUFiI+Px/HjxxEbGytTQE5dXR2TJk2iUUNUVlbixo0btNR+gUBAVisZDAaGDh1KBAkKCwuVRpnBYDDA5XKJ+B0FGxsbmJmZoaam5l9LyA80OCiampqYMWMGnjx5IlWuVFZWBpFIhLNnzyIhIaFJdeR+/frBy8ur3Z+Vuro6rK2tYWlpKSUe8+DBA8K5Z2dnBz8/v3YXUWwtuFwuKVuurq5u8rm2hJqaGpSUlKCiokLpAk4GBgZwdXXFmzdvyGSxZ8+e8PHxIQrvFJhMJoYPH05EEIEGh87BwYE2vvB4PFy+fBmenp7o168fXr9+jbi4OKls+9raWpw7d45kvbfEVaVs6OrqwsjICMnJySgqKkJmZiYyMjLAZrNJOVrj7HOgYRykBCuAhnerTK6sJ0+eQF9fHyNGjIC2tjZcXV2RlZXVZOa5MsFisaClpdXuorLdaD9QWaVdDcbGxmSCxWA0iB9TQaW31bnNyspCXl5em8sUVVVVySSTw+Fg+vTpCAwMJBUbLYHJZMLExITYy0GDBkFDQwNxcXG07Pji4uI2ZxRraWnBzMwMPB5PafZILBbTxtDU1FQSDDAwMICZmRmA/xufWsoq6qrgcrmwtbWl8Wrn5eUhLCwMycnJSrlGTU2NzEAKg8HA4MGDwWKxcOvWLTx//hwnTpzAsGHDIBQKUVVVJZV1XFVVBR6PR/qXm5sbZsyYAaAhc0pVVRW1tbWt9m1kgRI/7Ey0ZNPV1dVx4sQJsFgs8Hg8lJeXg8fjSWVfdqMbHQlqjv5fgeRYYW5u3uQilZqamswqMR6Ph+vXr+Pu3bvIyclBQECAFHXHgwcPkJWVpfS2NwVK2BdoyFjNyMiAQCCAjo4OampqlLYQJxKJUFVVhczMTGhpacHOzk6m3oOamhrMzc3fuoq1joRk/7K1tcWMGTMQHR2NwsJCGBsb0+bSDAYDmpqaHZbww2AwYG9vDysrK5ibm0NDQ4OME1QiqZOTEwYOHEg7rqamBnfv3qX99uzZs//U+KIMCIVCWhJeSUkJioqKoKGhAXNzc7i6uiItLa1LiBoqFEnr27cvDh8+TAIiXl5euH37Nk0QZOHChfjoo4/g5uaGDRs2tMhRo6Kigi1btsDNzQ1isRgHDx7Er7/+2uT+T548waxZs5rcbmRkhD179tB+e/36NXx8fJp0MtlsNr777jv4+fkBAO7cuaPUzBdZA3i/fv3g4OCgtGt0RQgEAty4cQN2dnb4559/sHLlSqlgNNBg9FrKblm3bh1NyKy9Sm/Mzc0xZcoUqWuIxWJs376drDouWrSI9JfORHuXID179qzZLJ2mIE+77O3tYWdnh5CQEJJdPm7cOGzZskXqHBwOBz/88IPM80gqOdfW1mL16tUYM2YM+vXrh7///lumgGFpaSmWLVum8H0pE1TgPDIykmRYaGlpYdy4cdDQ0JApXCIWi2UuwikLO3fuxMmTJxEbGwtLS0tMnToVp0+f7pBgdDe60V5wdXVF//79AQD37t0jVUtvI6h2P378GM+ePVPque3s7PDdd9+ByWRK2T958d5772Hq1Knw8vLq0gGypmzUgwcPyP/9/f1hamrakc1Sqk2XPJeBgQGmTJlCW+x7/vw5Zs2a1e7fApPJxKZNm6Cmpoa7d+/i9OnTuHjxIh4+fNhk9j3VJupfLy8vov/yX0ZycjLmzp3b2c3oRje60QZUVVVh1apVyMjIAACsWrWK9l1TAoYdGYyWvHZOTg5Onz4NExMTjBs3rl2uk5CQgFevXjWpj6OIXepoOg550V72XBZ69+6NH3/8Ee+9916LtDcd0S42m43hw4c3W2G3YsUKWvxHLBZj1qxZ+Pjjj5XStm7IhpOTExwcHHDw4EEyBnUmFE7rFIvF2Lp1a7PCdJcuXUJGRgZevnxJfps8eTLhIk1OTsZXX31Fy2h88eIFNm3apJB4kK6uLrZs2UL47xSBtbU1Nm/eDBUVFTCZTNjb25NtvXv3JlQjRUVFUis0ikAsFiMiIgJv3rwBj8eDra0tfH195ZrgdNXBtbVYvHgxAgIC8Omnn7apjDA5ORmnTp3CgAEDFKY5aAlPnjwhQUBtbW389NNP0NfXl9rvzp07mD59OubMmYNRo0bh5s2btMz7jkLj/tGjRw/4+vqS1W0AGDlyJI4fP45vvvlGZratLBgYGGDatGkyV6tb067mMGDAAFLGpqamRgL+urq6JJtKXqirq+PHH3+Ep6enQu0FGrInf/zxR9y/fx979+5V+HhFEBUVBXV1ddTW1sLS0hLTpk0D0GC8W8q8GzBgAHx8fAA0GBQ3NzesX7+eFpRvC6qqqrB8+XIMHjwYa9asIRkbN2/ebFUGZkvjGIvFwpAhQ2BmZvavGu+60XmgMjGpMj9JO+Hs7Izjx49j//79uHLlSmc1UWFUVVVh5cqVcHR0RHBwcLtUc5SWluL06dNgMBhgMpkYMmQIEaITiURgs9lYt24dUlNT8d133yn9+i3hxYsXOH36tFLoVOQZayRFlyi0t9C0MsdA6j0OHjwYlZWVmDVrFubMmYPx48cr7RqKwNbWFv/88w+OHz/e7CJ3fn4+7t27h/DwcOJ/+fj4YN26dd024i2Ci4sLvv76a7mrnXbs2EFbDOqG/Jg2bRrS09OJ7khXADVHj4+Px++//97q87BYLHz77be0eTqPx8Pnn3/eroEUU1NT/Pjjj7RM0oyMDHz++edtpsTT1NTEn3/+SbISKXqzzgaPx8PNmzfbNelFEiKRCDdv3sSbN29I8Lmurg4ffvghEa8bO3YsJkyYgJs3bzaZxdlV7YKy7bkssFgsDB06lMz7Fy9ejOHDhzdLmdsR7VIUERER2LZtGx49eqSU83WjeTAYDAwcOBC5ubm4fft2h2hiNAWFgtE1NTXIysrC7du3cf369Sb3S0pKklLF7dWrF6ZOnYqCggKaSCCV6VdaWopTp05BJBKBwWDA2NiYUCCUlZWRsjU1NTUYGBigpKQEHA4Hvr6+MDIyIquHLBYLJiYmJLOnqKgIeXl5UitsOjo6mDx5ssxyBWNjYzJ5zcrKwtOnTyESiUh5AVVqyuVyoaKi0uRzYLPZ4HK54PP5qKmpgampKezs7ODq6trsc6bQVQdXRSEUClFRUQE3NzfY2dlhw4YNbTofVZqoqqoKDQ2NVtMUNA6SaWpq0jiXjIyMsGnTJtoxLBYLxsbG4PP5iIyMxPLly+Hg4IA7d+50SjC6MXR1daX6l4ODA+zs7LBz584Wj6dKlsViMZydnds9Y4rBYEiVplGK90ZGRvD19YW6ujpUVFRo356Ojg5NZRdouHczMzOMGzcONjY2CrdFVVUVfn5+SgvyqKqq0oL5VVVV5HkWFRXh9evXABruRUdHR65zMhgM2r15e3sjODgY27dvV0qbgYbv68qVK2RstLS0hLa2Ni5cuEAoDdTV1eWmzJGHQ9zOzq5VWgPd6BrgcDgwNjaW+iY7A/X19eDz+VBTU4OhoSGMjY1RUVFByzAKDAzEtWvXOrGVioPP5+PKlSvo1asXETBTNurq6gg3I4vFgqenJ/Ly8hAZGUk0AzZs2AB7e3scPHgQYrEYOjo6UguGLBYLZmZmqK+vl0sDQkNDA7q6uigqKpJa8DIyMgKbzUZ1dTXKy8tpSQ6NoewF/NLS0i7LfdrcvTKZTGhoaABoeBfa2tooLCzE6dOn4ejoSDgm2zuwDjT4VQYGBlBRUYGenh6mTJmC169fIzQ0FHV1dcTfoO6puroahYWFePHiBV68eEHOU1paijlz5tDuuaP0RRQFl8uFvr4+SkpKlE5v1lWhoqIilQHn4uKCqVOnyp1QEBYW1i282Eq4urp2iTmIJNTU1DBu3Dhwudw2BaOphVEPDw9Sql9XV9fu9A1aWlqYNGkSza959uwZ0RMCGmwXl8tFZWWl3D6xmpoaVFRUaNW+kqDoETuqfJ6aq7DZbJSVleH169cdJhInFouRmpqKvLw8WFhYkICYZOLU+PHj0bNnzzYlBnZ1yOu7yNqPSqikxl9vb29i4ylwuVxoaWm1W1xJUd+rrq4OWVlZtGPi4uJI/KUb7QOBQICcnBziH3I4HGhra0NbWxu1tbVtovyjQMU8FYFCwegrV64gPDy81YMUn8/HvHnz8OTJE2I06+rqMH36dIhEIjIIaWho4MKFC7C1tQUArFmzBocPHwYADBkyBPv378eKFStw5swZDB06lLbqbmVlhdu3b5OMqFWrVjW7mtYSzMzMsGTJEgANwaShQ4ciNTUVADBixAiiiCsLjo6OGDNmDBYsWECywBMSEv7VA6osZGZmYteuXRg2bFirgoSNMXPmTIwdOxZqamooLS3FoUOHWuWESQ6CqqqqmD17NsLDw7Fv374mjzE2NkZoaCjJ1tHW1lYqZ29nQygU4vTp08jNze30MvaioiIicuHr64tZs2aRsvSvv/4a77//Pm3/devWYfHixTTRA0WQnZ2NAQMGKGUwBgA/Pz+cOnUKTCYT9fX1CAkJIRl9yuIdjY+PR0JCQruLM1ZXV+PgwYOkomHSpEk0YYxu/LfRu3dvXLp0CdHR0QpVN7UHYmJiyDju6+uLixcv4o8//sC2bdto+/2bxu32gFAoxKlTp2BmZoYnT55g/fr1xA/r06cPec+Uarsk9PX1cePGDZw6dQrLly9v8VozZ87Ed999hylTptAyI9lsNkJCQmBhYYF//vmnxQzLf8sCvjxo7l4NDQ0xZ84cwis8adIkxMbGQigUYvv27WRhms/nt7udnz9/PtavXw9dXV3ym6+vLxYtWoSwsDAaZY5AIMDx48dlckOGh4dLTbCVZauVjaFDh2Lv3r1YunQpzp0719nN6RBQNkBSR4XD4SikAbF582asX7++PZrXjX8Bnj9/jrFjx5Jxq7MFh5lMJiZNmgQrKyvs3btXbvszfPjwZmMHV65cwYoVKzosINynTx8cP34ckZGROHDggEIi98qCp6cnNmzYIHO8oPSP/s1obSBaXgwcOBBaWloy+cvbita0622y5/8mpKenIzg4mPa+nJ2dce7cOcTExCilMik1NZVW+fbLL7+0eIxCwej6+vpWd5b4+HiEhIQgKSlJyoCUlpbCxMQEEydOBIPBgJqaGmxsbMgqD5WBPGHCBPTv3x+GhoZQVVWFWCyWyoxQV1enpZoHBARAIBDgwoULtIAlFcSknKUxY8bIpCRgsVhkBUEkEqG+vp4Ets3MzJqlA7C0tISGhgY5HmgQLvTw8EBqaupbK5zUGC0NRCKRCDU1NQgPD8eDBw/aLBDD5XJJ1mZpaSni4+Ohq6srJbikyABJCU06OjpiwYIFABpWxdXV1ZGamkoyNphMJgwMDGh9paSkBPHx8dDQ0IClpWWT11B0wG5rlldlZSUuXLhAysnc3d1hbW0NoGF1Pzo6WuZxdXV1zX7nyso+a+k8YrEYtbW1yMzMBIfDQU5ODhgMBkaNGkUr1zMzM8OCBQvg5+cHbW1tnD17lnxbjSs0moNIJCKiCsoAlSmUk5OD3NxccDgc2ligDAgEAvB4vGZFYluLN2/eEL7tsrIyWqZGUlISeDweevbsqZCIZ+N3bmZmBnNz8yYFNbKysnDz5k2SRd6NrgkOhwNDQ8MOF5opKCiQqmTIyMggQmqUr9GzZ0+MGjUKly5d6rKZrs3B0tKS2BxJCqb2AvWd1tXVoby8HFlZWaiqqgKfz8eZM2fg4+ODYcOG4eHDh0hLS8P48eNp2WOUnfTw8MCCBQsQGhqK9PT0Jq/35s0bXL58mTb+urm5wd/fH46OjuByuVBXV2+Xca4t6Gib3hzy8/OJmJ+Ojg6hoBMIBEhLSyO8/8oWvZWFESNGkH7ar18/4svX1NQgKSkJxcXFUFdXlyp1pyqlVFRUpPRFjI2NMXToUNy/f19pgovthdzcXFy6dEmp4opdHWVlZbh8+TJYLBaYTCacnJxaHfhojmO0G01DX18fnp6esLW1BYvFovn/7YmgoCDY2NjgwoULZGzp378/evXqhfPnz9PmGhoaGhg/fjwtIaOiokJqji4JkUiEixcvkupkZduBQYMGkUSp169fIyIigrTr8OHDsLKyIgK92dnZcHNzI+KqBgYGRExVXqSlpZE4RXl5OdHMoRAZGdkhVSsUVFRUYGhoCCaT2aGVHJL2kMfjITs7G5aWljLpNzuiXV3JnstCa65F9a+qqiqF/fOW7o+KmchaQIiKikJCQgJtYSMwMBClpaW4cOECqqqqOrSPd6MBQqFQKs6RlpaGU6dOITU1lVQeamhowNHRUeb7t7CwkLLRDx48IPP0nJyc9s2MbgsuXbqES5cuNbm9V69e2Lt3L62cS7J0T1NTE1u3biXBNHnAYDCwZs0ajB07Fjdu3KAFQbOysoiAGYfDwf3794nqqLwfvKenJyZMmCB3e4AGTl8bGxscOXKErHpKXo+658ZtaGpQkMxqaWq7MgZXyXY1FjaSzGyRJXhE/RYSEoKoqCi529JUGyRRUVGBixcvwsfHh8Y5K9kuWc9Ssl2S8PLywv79+2n7Xb9+HYsWLQLQ8BGKxWJaW6qrq3H58mX06tWr2WC0ZHvkaVfjfqHoeywoKMB7772H8vJyMBgM3Lx5E4MHDwYAbNmypclgdFPnU1a7FD3Pq1ev8OLFC5SXl8PR0RF79uyhlcO5uLhg3759EIvFKC8vJ5ymXQFisRjPnj1rNY+fPN9jeyE6Opr0+8Z4/PgxXr9+DTs7O1owWtZ3L6ut1G8uLi4IDg6WOpZCfHx8k23oRteEMvtmS/0/JSWlWcowClOmTMHo0aMREBDwVgajPT09Ca9+R9v0kpISXLx4EcnJyaivr8fnn3+O4cOHY+jQoQgJCcHx48cRFBQkM3spICAAAQEBmDp1arPB6MZC2AAwevRofP/99wBAhBBbY9PbMmFs6diOtulN7S8Wi5GUlIRbt26R30JCQuQ+tzLBYDDw8ccfY+jQoVLbysvLcfHixSaDSWw2G0OGDEFaWppUMNrT0xP79u3DokWLunwwOioq6j9nt1JTU0kVKYfDweLFi2VSb8nT7728vNqljf92WFlZwcrKCjNmzACXy8Xt27c7JBi9YMECTJ48Gffv3yfB6KVLl2Lw4MHw8vKi8Q8bGBjgt99+I/NtauxqPEeXhFAoxDfffNNu7V+1ahUmT54MANi1axcJRufn52PlypUICAjAqFGjSHtHjRrVpjl6XFwc4uLiAACJiYk4fvy48m+qjVCm3ZRlIxv/RvkZw4YNI8FoWXOC/4I9Vwaotubn5zerzyDrOFn3J+vcOjo6GDdunMw54IMHD3Dp0iVapcvcuXMxduxYREZGtjkpsRvKg2Q8lIKFhQXs7e1lUmy5ubkhICCA9tvFixcV6meN0WHB6NYgJiYGGzZsQHx8vNS2jz/+GCNHjsQHH3ygUKkOg8HA5s2boampibVr14LH40EgEGDt2rXw8/PDli1bmsz043K52LlzJzG2bm5urbovAAgNDUVcXBxGjhxJC6w19fEr+ru821tzHVn/b3xcU+fR0NDAjh07iJP6yy+/IDQ0tMV2bdy4EX/99ZfU71VVVSSLV552Nde2xigvL8fq1asJNQQAFBcXY86cOTSucB0dHezfvx9lZWXIzMxs9pytbZeiRu6bb77B3bt3SV8Vi8X48ssviQPYeKLXElrb/5R1HiaTiVGjRsHa2rrJss+dO3fi3LlzUpQV2tra+PXXX5GQkIAtW7Yo1F5ZsLW1xdatW3H69GmiWNyzZ0/8+OOPYLFYEAgEuH79OjgcDo4fP94msU5lPfeOQkv9mvp/cXExbt68iZs3b8LU1BQ///wzKisr8cUXX9AqW9ry7LrROVBm32zqXJWVlbh27dp/sn90lk2XRExMDMaPH49nz56hqqoKixcvbrK6AYBCC5/W1tb45Zdf4OLiArFYjFu3biE7O5uMC+1pO1tzbEfY9Kb2Hzx4MOrr67FmzRoSsH9b4eHhARcXFwDAw4cPERISArFYDHV1dezYsYMIla9evRpDhw7FBx980Cxn9Jdffik1YQIaaOM++uij7pLgdoKHhwd69+5No2WRRFf1XbqhOLy9vbFhwwbybUpi69atOHDgQLOLv2KxGBs2bMC9e/c6hVt9wIAB+Pjjj4kgeGNoaWlh5MiRtCxAZc/ROxNqamrYvn07TExMcOzYMRo9kjLtpiwbKY+fERsbi6+//horVqzAoEGDlN6u5vbpDHveGnh6esLFxQXa2tq03/l8Pq5du6awEGVT7dLW1saIESNw4cIFkrDn7OyMhQsX0vZ7+fIlPvvsM5reQ0ug5uhUfGLLli0IDw9XqN3dUC6Ki4tx7NgxLFiwAFOnTqVta4/KpXYPRquoqMDc3Bzl5eXNGqXa2lqkpqbSAk3x8fEkm1pHRwfp6elgMBjQ1NREjx49oKGhASMjI9rHo6WlhYqKCqipqdEIum1tbVFdXU2UxdXU1Mi1xGIx7t+/j4qKCqSkpMDY2Fgm7yybzSYDYmNUV1eTIBibzYaFhUWz5esikYiUJDWVoURBHjoDRY+RBy21S57jGx/D4XAwZMgQIlp34sQJuc715MkTmb9zOBxYW1sTDmdloaCgAOnp6bh27RrNQNfV1eHmzZu0fe3t7fHnn3/izZs3qKysRFVVlcxyM2XSWwDShl1bW5uU4Tx+/FgqyB8ZGdnseUtLS5GWlkabpCnS95pbUW4rmEwmoe5JS0uDoaGh1GTn+fPnUlmSRkZGsLa2xogRI5TClWVubg4XFxeMGTOGJrChp6eH0aNHg8/no6qqCpmZmSgpKVGIJqQ1oPqClpYWtLS0OpT6RygUoqysDCKRqFn6kcZ9pLKyEgUFBUhKSsKrV6+gpqaGxYsXkzLfzlT07UbbwOVyoauri4qKCtp7bCmrs6kMk6aO4/P5SE5OpmV9Ub6GpA9hbm7epSeDLYHNZkNLS4vQknW2TadQVFSEy5cvk7/v3LnTpnZpa2sTGhJHR0eMHj0aXC4XQqEQGRkZShOVVXZFSXvadAoqKipQV1dHfn4+WVzW0dEhdHUU9QVVDkv1+ezsbOjp6RFftq6urkvSRggEAlRWVoLH45EsHMlsHA6Hg0GDBhFqLk9PT1hYWNDsubGxsVRm/sCBAzFkyBCp6yUmJsotqNcN+WBhYUFoFxwcHGTqSXR0Sft/Da15vmZmZjIXEVsaKxgMBiwtLeHu7o6xY8eiqKgI6enptHlPbGyszGMFAgHS09NJEtndu3cREREBKysrMJlMiMVi5ObmdghvsY6ODpydnWmBPG1tbdjZ2QFo8KudnJzAZrNbzJht7RydEnatrq7ukCx2SbDZbAwcOBBsNpvoQXQFiEQiZGdn49mzZ7h8+TL8/f1hZ2cHDQ0NCAQCWpIV8HbZc2WBxWJBS0sLlpaWUuNtTU0NiWdRldFUu1rj+2lqakJHR4cmcAk0JBdKMhhkZ2fj+fPnuHz5MnR0dGBra0tLtiwqKkJWVhb4fD7t/CoqKhg6dCh0dHSQn58vFVinQMXWWCwWxGIx8vLy5F7EUlVVlZoP1NbWSi3ic7lcQjEmFAqRlZXV5ejhOgJ1dXWEVpnyl6hn0x79ut2D0Q4ODrh9+zb++OMPfPvtt03uFx0dDV9fX9pNSnbYiooKjBkzBr169SLlNGKxGFOnTqWVcjCZTBw7dgyenp6krMba2hrh4eHkA9TQ0EBCQoJUG168eAF/f3989dVX+PjjjxW6z9DQUMydOxdAQwDs/v37MkvUKPz+++8oLCzEP//8Q7vP1mTytiX7V97ztuZ8HeF42tvb486dO3jx4oVSiNcpfP311/jnn38UKiVxdXWFk5MTjh07hoyMDKntynoess6jqamJd955h8bbqSh27tyJw4cPY+bMmaRMSpG+J89Kd2sgaTjj4uLwxRdfYP369fjwww9bPHbDhg2YO3euUgQwWCwW9u3bh6CgIFpmvCQePXqER48edZhTST2XiRMnIjc3FyEhIR1mOCsrK3HgwAF4eXlh5MiRLbYRaHAyT58+jZycHBKspERsxWJxdyD6LYe/vz/c3d1x8OBBGh+cIhklrbU7lK8hGaRis9kKcZp3NVhZWWH69OngcDhdwqa3F2bOnIkff/wRQMM42x4iO4Dy77k9bTqFnj17YvTo0ZgxYwZZbF2yZAk+++wzTJ8+HWFhYSRww2KxcODAAaiqqmLYsGFYunQpPvvsMwANC9SjR4/uEhMrSZuel5eHI0eOYM+ePeRbFQgEMku0m8L3339P5gUUlK3P0A3Z4HA4OHz4MNHPefDggUw6vq403vwboejzZTKZ2Lt3L/r06SO1LSYmBiNGjGiSw1lDQwPnzp1Dz549AQDffvst9u/fL9d8KTc3FwMHDiSB55qaGtjY2ODu3bvQ1NSESCTCuHHjCFVGe+Lq1asICwvDoUOHMG7cOADA5MmTiT9bVlbW7nP0Hj16YNmyZbh48aJC2aT/ZtTW1mLy5MlISEiAWCzG5s2bsWfPHty6dQt1dXU4c+YMgLfTnrcFknbT1NQUs2fPljkXvX//PmJiYlBfX6+UOfqYMWPA5/MxcODAJpNKeTweZs+ejZiYGAiFQnzwwQf48MMPaXPvH374Abt3725ynLh58yYWLlzYJN+whYUF7t27B21tbYjFYkyaNAlhYWFy3YO7uzuuXLlCmw/cu3cPEydOpPka/fr1I7Q5JSUl6NevX5dcxO8o/Prrr9i1axcAIDg4GBcuXGiXxfx2n6WxWCzo6OggODgYy5cvx5kzZ2QqZQuFwmaVY6mMusrKStTV1ZGPSVIEgQJFvdG4DS2BakNYWFizkyFra2uMGzdOKnBOCcSoqamRoIpYLMa1a9cILYKrqysGDRoEDQ0N2n10Q3FMnDgRvr6+MDAwUPrktaamRuEs04SEBNy7dw+PHj1CbW0tXFxcOjQDR1VVFRwOR6FJnCTq6+shEAi6xGRVEpLfiEAgQEVFBe7evQsul4tp06Y1mxXP5XKbXGVtDTQ0NGQG/KuqqhAVFYWsrKwOL/+lsitkOSUmJiaYPHkyHj16hJiYGKVfu76+Hjk5OXj8+DF69uzZ7DibnZ2NzMxMlJaWSq2Md/OH/TvAZrOhqqraJJWOsuHh4YG+ffsCaMgINTAwoGVivO1gMplQU1N7K/wEW1tbjB49Grdu3cKrV68UOvbVq1c4cuQIJkyYQHQXcnJykJmZ+VaMDRYWFkRAubKykojAKAp9fX2aOC/QIF6pqqqKUaNGQVtbGydOnEB8fDz27t2LpKQk8ny8vLzQt29fODg4gM1mY8WKFejfvz+pIHJwcMDKlSshEonA5/Nx8uTJTuNPZzAYYDAYcHFxgaamZrMivPX19Th06BBNNLqqqoomwnj//n0wGAzMmDEDNTU1RDNCVVUVrq6uSExMJJNWHo+HRYsWkcXPs2fPSlF7dUMxaGpqgs1mIzExsVnqlG50DK5cuUKjMJQFqspYFp2KhoZGszaHz+fj/Pnz8PHxwbhx4xAQEEC+35SUFFy7dq3JY6m5vCSYTCZ0dHSQkpKC8PBwhakFWgtq3n7hwgWUlJRgxowZUFNTI760UChsd9vLYrHAYrHg6OgIDoeDFy9eSPnH7YHg4GAEBARAV1e3y9lYNpuN8ePHw9zcHBcuXEBAQAD8/Pygr6//n6Rmo2BhYUGENPX09KCmpoaHDx/i6dOnABqSF8aPHw8+n6/UeaiKigp0dXUxc+ZMPHr0CA8fPsSkSZPg5+dHfH0mk4nRo0cTyp6goCCoq6vj+PHjxCY8efJEZpyvtrYWBw4cIJncsjB69Gj4+voSoXSRSKRQogkVB5ScH8hasGaz2dDR0QGDwYBAIHgrfO/2RH19PelLr1+/xp9//inzmchK8FUE7RqMphxOsViMESNGYNCgQYiKipIZjFY2JEXmGpcAS26ThZbEFkeMGIExY8aAyWQ2W3pMBaR3796Ns2fPAmjIaGmK6qMb8oPJZGLVqlXkWbY2AKsMUO/67t27WL16NYCG7PhevXp1WDD63zxgyiopOn/+PG7evIl+/fq1SNEizzffGNS4JYnmvvfy8nJcvXq1U8t/qfFWEj169MCOHTvw1VdfKTUYLVn2lZGRgYyMDOjr60NbW7vJZ5SSktLmcv5udIMCg8HAoEGD8Msvv5C/Kciy/29b1r2s77kzIO+46ebmhh07dmDBggUKB6PDwsIQHh6OXr16kVLK1NRUKVHDrgoHBwf0798fDAYDmZmZeP36NS0hgYKsUm3Jbebm5hg9ejSNH5s6Zvny5Rg+fDguXbqE8PBwwqlIbR8+fDh++OEHcr7t27fTvgNbW1vs2LEDDAYD1dXVuH//PsrKyqRocToCYrEYLBYLwcHBLVLp1NXVYePGjc2eb//+/bh27RpGjRqF3NxcXL16FQCgq6sLJycnhIeH4/333wfQIJYeFRVFSr6fPXsmFfzqTH/ybUVZWRmuXbv21o2z/xZIlsvv2bOHLIg19W23VK3U3Pb6+nps2rQJI0aMwLhx4zB79mzMnj0bAHDmzBlcv35d4W9IJBIhNDQUa9asUeg4ZWDPnj24fv06xowZAxUVlQ5bTJeEp6cnHBwckJyc3CHB6MmTJ+Ojjz4CgA6l95MHKioq+PLLL3Hr1i1cvHgR06dPx/Lly8FgMP7TwWhHR0cMHDiQ9tu5c+ewdetWAMCQIUOkEiWVAbFYDBMTE/z888/YunUrHj16hLVr1yIoKIjsw2az8emnn9KOq66uxrfffovExERaVnbjsaG6uhpfffUV2S7r+kuXLiXVCyKRCCKRqNV2uqmYQEf73B3td7UVycnJ+OCDD9rl3O0WjGYymfjll1/Qs2dPnDp1CmKxGEKhEMXFxXKfw9zcnChy83g8XLx4Ue5jk5OTcejQIQwZMoSsJAENnXjt2rV4+PBhq0vpnzx5gmHDhmHt2rUYM2aM1PbS0lJMnz6d8DxKcst2QzkQiUT45JNPCB+ilZUVbG1tO6Utubm5hCaBgo6ODmbPno2UlJR2yUiVRP/+/WFvb99upc2djbYah/LycixbtkzuErjx48fj/fffx6effkpWnKdNm4bly5fD1dWVti+1GtyYq7YzoKenhzlz5iAuLq5Jvj5lYePGjbC3t8eyZctIVsWtW7eQnp6Ov//+WyYPYXl5eXcw+j8AFouFcePGITMzEzdu3GiXa2hra2PWrFnQ0NDAoUOHMGLECBotlkAgwOrVq8FgMLB9+3YcOnQIISEhJGOyq4PL5eKvv/6CpqZmp/sPBQUFuH79Oo12RRYiIiIwbNgwJCYmtuo6lE339PTEn3/+2apzdDT09fUxatQoXLp0CT/88AN+//13WFpaEsq22tparFy5ktB2ffDBB5gwYQKAhudFTcB0dXWxc+dO2NjYEAHihIQE7Ny5k5a5aGZmhnPnzsksn7exsZH6LS4uDnFxcQAaeJVHjBgBBoMBNTU17N27F/fv38enn36K999/H0OGDMGyZcs6JEu4PSZ8xcXFmDZtGqysrAh9QFVVFY4dO4aysjK88847UnofLBYL27dvp4mgCwQCvP/+++2u99CNbigTISEh5P8rV66El5cXbftnn31G6FOmTp2KFStWwM3NTea5evbsiWvXrmH37t04evSoQu3o27cvbt26hc2bN8u9mJiVlYXx48d3qghrQUEBJk+ejAkTJmDt2rWd0gY1NTVMmzYNycnJHSLgJhAIcPny5S5VGRIdHY03b97QYiu//vorrl+/jp07d3Ziy94e+Pv7w97eHpcuXVJK1vutW7dgYmIiM95Fgc/n4/3330dycjL5TSgUIj09HZ6envjpp5/IQvjy5cul4iU7d+6kVT9RuHHjBrZs2YKvv/4av/76K/ldLBa3ep5bX1+PlStX4unTpyQQrK6ujr///lumGGt7gM1m49dff4VQKMSHH37Y5SrSOxpKC0ZbW1uTlPeSkhIUFhbCzs4OPXr0QFRUFIRCIYRCIdTV1aGrq0tz/vT09GSm25uZmcHW1hZVVVUoKytTyIGlKD3y8vJIyQ2XywWXy0VJSQkqKyvRs2dPFBUVKbzSVlJSgtDQUMycOVPmdh6PJxd/MYvFgqGhIcrLy2klh92QD1SgEGhwgNoSjBaJRCguLkZVVRUqKiqaLBWRhdraWty7dw96enpwdnYG0MBlbWtri+zsbFIJwOFwoKurq/SJmLGxMaytrZV6zrcBIpGI0N8AkFkempOTg+fPn+Pu3bu0igw2mw07OzuSySxZDm5hYYHBgwfDy8sLFRUVSE1NhbW1NQYPHgygIVMrLS0NBQUFJJuNKtHuTKiqqsLW1hZFRUXIzs6Grq4ubG1t29zfLCwsaFQnDAYDwcHBsLOzo43beXl5UFNTQ3V1NfT19WFqako7j5OTE/k+amtr8ebNmza1qxtdE0wmE5aWlqTErT1W/TkcDhHBffPmDfLy8sDhcKCnp4eioiLk5OQgPDwcDAYDCQkJePTokdzccl0BLBYLgYGB4HK5yM/PJ/RknQFqvGvpPRYVFUmJ5jYHKysrwidYWlqKvLw8PH36FBUVFXjx4kWHVNC1FSKRCLW1tXj9+jVCQ0MRHx9PS3Koq6uDiooKEWIsLi5GfX097OzsYG5uDi6Xi+zsbFRVVcHc3ByqqqpITExEREQE4uLi8Pz5c1L5Y2VlBXV1dbi6ujb5Lhr7sjk5OWScraurQ2FhIVk0tbe3R0FBAYyMjGBvbw9XV1eYmpqCxWJBW1sbOTk5CvlBnQ0ej4f79+/Dw8ODBKMFAgFZCLC1tYWpqSlUVFRQVFREeCmtra1hZ2dHfDMejwd3d3fw+fxuG9WNtwZVVVVQVVWFtrY2vLy8aOKdIpGIVkFoZWVF/FlZ0NHRwaBBg2iJDTU1NUhPT5e5f05ODm1Ob2pqqlByDDWH6kzU19eT6pzOApvNho2NTbuOu1wuFz169ICBgQFEIhGysrIUShJsb1DxGcns8FevXiEnJwfPnj2DqqoqDA0NUVlZ2eGUiJ0FNpsNXV1dqKury7W/oaEhoU5SBvLy8lBdXY3ExERSRZSWlkZbKOfxeLh37x6NoozBYMDOzg5eXl4YPHgwmEwmKisr4ebmRjtWX18fAwcOlKmzlpmZCQCIj48Hh8OBnZ0d8WFMTU2l5plv3rxpUdRQKBQiMjKSJE6YmprCysoKAwYMaDaWIjkXLi8vbxOXNIPBgJ+fXzcVyP+HUnoqg8HAb7/9Rozfb7/9hs8//xwXL16EjY0NifgzmUxMnDgR2dnZCAkJIZwvU6dOhZGRkdR5qQ537949PH36tEkxheZw9epVch4/Pz8MHToUu3btIm3asmULNm3a1Kr7bit0dHSwYMECPHnyRCpjoxsdCx6Ph2PHjiEpKQknT55slZGbMWMGKZehuD7j4uKwe/duAA0D3vz5899qQa3OQFPKv5TwHfV9y6p02LRpE1gsllQgx9DQEDdu3CArsdOnT8eVK1fIdgaDgT/++AMJCQno168f7djXr19j4MCBXY5njYK3tze8vb0xf/58mJubt5k65Ntvv8W0adNov6mqqiIrK0tq3/T0dAwYMAAffPABrWQcABYtWoR58+YB+L/qktaM6d3ohiTEYjEuXrwIExMTLFiwAPv378fGjRvJNx8UFNThKvXKgqWlJRYvXoxr167RFl//Ddi+fTtGjBgBAPj777+JaHRqair69euHwMBADBgwoDOb2CJevnyJr776CnV1deDz+ZgzZw6tQkZdXR03b95EdnY2xo0bhy1btmDv3r2IiIhAv3798PjxYyxbtoxUENy8eRPz589HfX09RCIRhg8fTmzfqVOnEBgYiIMHD8rtn0hm2+Tn52Pv3r1S2xcvXozS0lIcO3YMY8eOhb29PakEOnz4cFsfkUx0Vlkqldl1+PBhmk9hbGyMBQsWgM1mg8Ph4NChQ4iMjMTw4cO7bVQ33gosWbIEvXv3xvjx42VqKbUGK1euxJIlSwAA4eHhGDNmjEwals2bN2P//v203/4rgcK3DV5eXrh69Sq4XO5bRalTWVmJCRMmYMyYMThy5AguXrzY6VVjHQUDAwPMnz9fpi5QR+HNmzfo378/ampqIBQK8e6770rNLRsHgdXU1HD8+HG4uroSe6upqYlz587R+h5VrdUSzM3NcefOnSa1iYRCIUaMGIHIyEiF7u3jjz/GihUrWmzDd999h6lTpwIAjhw5gmXLlil0nW40jTZHxTw8PDBixAj06tWLZEYHBwfjk08+gaqqKvh8Po0rhspeCgoKglgsJsIFkh+ZQCBAXFwc6dg5OTmtdgipjGygYYUlIiICvXv3JqIoinZaoCHDYurUqfDw8CC/OTo6Er6c6upqHDhwQGa2c1xcHFGN19fXx/z58zuVZ7Y9wWQy4eHhgfz8fJw8eRJubm4YM2aM0gTlZs6cCUNDQ8TFxSklM1ggEKC+vr5JJdeWEB8fj99//532W1hYGFnhlbcPNxV8bQxDQ0M4OTnJLG1pLah3ZmJigmfPnrWqXR2JlrIFmwpCVVdXY+/evWTMSktLg46ODubPn4+BAwcS42hpaYmPPvoIgYGBEIlEOHr0KBISEtC7d2+IRCIwmUyaWnBXAIvFApPJJJUgrYWTkxMmTpwIT09PmUIPsiAWi1FbWyvzuauoqIDFYuHw4cN48uTJW+UId0M2mEwm5syZA39/f2LHhEIh4uPjkZ2d3WFBJ0p8+OHDhzAyMsKKFStw5MgR5OXltXo87wpgMpmdxmEpEokQFxfXbu/x4sWLKCoqwvz58xEYGIhPPvkEx44dQ2ZmJmprazuEN1MSito3Nzc3uLm5QUdHB+Hh4YiIiJCyRwwGA6qqqiQ4xOPxUFNTQxIxKKEmJycnaGlpwdHREatWrcL58+fx6tUr2uTu2bNn4HA4qKura5UvIRaLpZ6pWCwmvrdAIACbzUZ1dTViY2MREBAgVfFDtaulax4/fhzR0dEAGkqGBw4ciGfPniEnJ4eM+1T/4vP5WLt2LUJDQ/H48WO57ouCoaEhyYKmYGZmJnNfBoNBEgEaP7/y8nI8fPgQNjY2sLCwwIkTJ/D48eNuG9WNtwYqKiqoqKhAbGwsevXqBQMDAwBAbGwsrl+/jrS0NLLvkydP8NNPP2HmzJmwsrJq9pzU+ODk5IRPPvmEZgucnJwA/N+41tUwYsQIMk9//fo1zp071+S+WlpaWLBgQZdYADUyMkJwcDBevnxJspbd3d0xcuRIAA2VRAcPHpR7kb1v376E37dHjx7Q1NQEk8mEQCCAt7c3srOz2yxApiz06NEDpqamOHLkCJ49e0brb7W1tUhISMC2bdvQo0cP+Pn5IS4uTuZzaM/5akfMhbOyskhljpaWVpPsAJI2Mz09HT/99BOABhv36NEjcLlcODs7t7m9IpEINTU1xIeQZ7GJwWCAy+XSgrzUb7Lw8uVLnD9/HuPHjydVtL179yaxNT09Pejp6TV5vEgkwrx589C/f3+pbdbW1k360SoqKjKzzrlcLlauXEkqFSTnwt7e3lIc2U+fPu1OLG0l2hyMDggIIMFVCv369UNwcDAOHjxISuQkoaOjQ7igZUEoFOLhw4coLi6WEnhpy6QsMzMTWVlZMDc3R0VFBTZs2IC6urpmM1UprmtJODk54ccff6R93L179ybPIS8vD6dPn5YZjH78+DEZPBwdHQnVB5PJ/Nc5vmw2G0FBQYiOjsatW7fwxx9/YMWKFQAaBg2hUNiqe6YWNZYtWwYXFxfs3r1badkr1IRFKBQqPAGPiIhAREREk9spoUMqiNlcG+SBiYkJhg0bplAbWwKDwUBAQACMjIzw/PnzZsWXOhKtESFsDpWVlfjmm2/I30wmE3Z2dti4cSN0dHTIN29gYEDEkwQCAf7++2+kpKTg3Xff7fIZ7lRfU+S9MZlM0jc9PDzwww8/tOq9i0QimcEkHo+HX3/9VYpHncVikeu05tvrhvIhGVxmMBjkb0mbyGKx8P7778PX15eM6QKBAA8fPuxwoZmqqiqEhoaib9++mDVrFu7fv094jqlv4W2CQCCAQCAg30Z7UZ40BaqUsbG4m7Jw4MABhIeHY8aMGQgODkZgYCBiYmIIl2BHB+AVHSf9/PxgZWWFyZMnY+PGjcSva+wzCgSCZvkAp0yZQgT9PDw84O7ujvT0dCQnJ9Pet2SChrIg656Liopw69YtjBs3Dp6enjRRn4yMDCQnJ7fIb7hnzx7y/zVr1iAoKAiPHz9GdnY2+V0sFuPRo0ewtLTEd999h88//7zZYLTkGAQ0fNOmpqYYOnRom32Tqqoq3LlzB/369YORkRF27Njxr6tEUBYkbTU1pkom/XSj85Cbm4vs7Gzo6OiQpJ+IiAh89tlntP3u37+Phw8fIjAwsNlgtCTs7Oykqt1EIhEEAoFUliOLxeoSftzEiRPx7rvvAmhYSGsuGK2rq4svvvhCqck9rYWZmRlMTU1RVlaG0tJSAA2LelSMITk5GadOnZJ69k1h6NCh+PzzzwHQRdqoOXpKSkqXCUbb29ujd+/eWLNmDV6/fi01H09MTMSXX36J/fv3Y8CAAUhMTJQZjG7P+Wp7z4WZTCbS09Nx69Yt8tvZs2dbPC45OZn2rbNYLDg5OTVL7aUMSM4bZcXMqLmBLFDJU0DDgvuXX36JHj16kGC0r68vfH195W7HypUrm92HmqMA/zdWNeVramhokO+mMWS1a+fOnQgNDZV77JNlNyXtqyQaz2FYLBaJKf0b0OnRFFkrTBwOB1OmTMGbN29w/fp1AA1l4RMnTpRJ56Ho9a5evQptbW1cu3atxQlPbGwsVq1a1a4v3MXFBWZmZrh69WqXEhJoT9y/fx/r1q2jkd3LiylTpmDNmjVwcXFReilY37598f7772PTpk24du2aUs9dXFyMgwcPwsfHB97e3ko9978dIpEIFy5coGVWKRM//PADhgwZAk1NTbx8+VLmooJYLIavry969+7d5asZRCIRLl68CAsLC4wdO1bu4z777DOyv76+fqudrhMnTuDRo0dSv4vFYqnMOlVVVezZswf29vYAgG3btuHkyZOtum43lIetW7fCzMwMCxcuxIQJE4iKMrUYIzkBKCoqwqVLl4jCNTWB6gzExcUhPT0dmzdvJhkUO3fuxMGDBzutTYqipqYGc+fOxYABA7Bt2zYEBQWhV69eOHv27L9WX4LJZGLHjh2oqKgA0FCt8raIyC1atAjDhw8H0FAhtXLlSsInPW/ePPB4vCYnJ5s3b8bDhw9x8OBBGBkZgcFgYNOmTVi8eDHOnTtHsq07Okhy//59JCYmYuLEiSQbaOPGjZg1axbmz59P44htDkePHsXDhw/h7+9PBKdbgz59+hARpLq6Opw7d07pGWqxsbFISkrqUhyqXQlMJhO///47yTbdv38/9uzZgyVLlsDCwgL+/v6dLuT8X0ZKSgru3r2LCxcuENvXXouJQENy1Zo1a2jaLf3798f333+PDRs2tJuAsbz46aefiN2XpSkjifz8fIwdOxZTpkyRCt53BhgMBgYNGoTAwEAADXNTChYWFrh27RqOHj2K7du3t3iuvXv3kvmsh4cH/vjjjy47h/njjz+Qm5uLzZs3w9jYGEDDe6SCsX379sWPP/4IBweHzmxmu0FXVxfjx49HbW1tm7JsNTU1ceDAAdjZ2cHQ0BDh4eHt5k8tXLiQLPo8e/YMK1eupAVZY2JisHr1aplz9y+++ILMOQcNGoR79+7B0dGxXdoJNFDChYSE4M2bN/D29saOHTtgZ2enlHNPmDABbm5u+PDDD/HkyZNm9xUIBFiyZAkteK+qqoq9e/fKbE9ERAShstPW1sbBgweRkJCAL774Qilt72y0ORhdVFREyvHU1NTQq1cvhQY5WY4kg8GAmZkZbdLFZDJhZmZGIz1vCi05qIWFhRAKhRgwYAB0dXWhoaGB169fy5zkycp+rKioQHR0NMnUNjQ0pN1zSUkJDA0NiVhjamqqTMe9rq4OsbGx6NGjBywtLZXG89VVIBQKkZCQQDJ8MjMzERsbC2dnZ5SWlraKIgVoWBFSVVVtF6dXX18fgYGB8PPzQ05ODhITE5VWLszn85Gdnd3mgZbqc22Z2HU0GpcLKzKBpARM2yq0oaur26TRcXR0hKmpKQoKCpCdnS2TD5k6x9uCgoICcDgciMViWFhYkAWQyspKKadEW1sbDg4O8Pf3R58+fdp87dzcXIWU0SXLQbuqk/xfAoPBgLOzM3r06AEWi0XGXIoWyMfHB+np6SgoKEBRURFUVFSQlZXV5EJRW4NGihxfWVmJ6upq+Pj4wMLCAgYGBoiJiUFcXBxevnzZaUKAikAkEiE2NhbGxsYQi8XQ09ODuro6zM3NUVRU1O7B/srKSpSVlbXa9rHZbDg7O6OysrJZEbj6+nrExcXRaIB0dHTQq1cvcLlcVFZWori4uMMpO5qDhoYGoZarqanBy5cvaXQXHA6H7EtRUUhCKBTixYsX5B0+fvwYkZGRiI6OhpOTE+zs7EhQ2srKCrW1tXLbzsbb2/LNlZaWora2Frm5uTAwMICenh6cnJygoaGhUFVQbm4u8vLy4OzsTHwWyXZVV1fj6dOnLSZi6OnpoU+fPmAwGOSYysrK1t1cE6isrERpaWmX6m9dCQwGA66ursRHePHiBZn/AQ0ZnVVVVTLnUl2R5u3fhurqamRlZcn0Xx0cHKCiooKXL1/S7HRtbS1evnwJY2NjWFhYNHluym+UXFSLiorCw4cPaftRc6iukGGcmpqK1NRUqd9l2Scej4eoqChYWVkhOjoaDg4OYLPZJEOZWiTtSEg+Q6FQSNqlo6MDf39/pKSkwMvLC0lJSc1q2GRmZhIhODab3ekZ67LA4XBgYGCAN2/eQCAQwMPDg4hUSwrbUdRlGRkZqKurQ3Z2NkQiUZvmwx05NsmaC6urqxMeZF1dXVhaWjbJiywvWCwWvLy8yJyXYgQoLCyU6ae3NEenvgWBQACxWEzzyywtLYlNUFdXh7e3N4RCIVRUVJCamoqsrCw8fPiQ1u+oOadkWzQ0NGBjYwMej9cqcUAGgwEDAwMIBAK8evWKVAb36tWL0HBQmdHOzs7w9fVFnz59kJ2dTbNjAGBjYyNzDBMKhSgqKiIBZH19fUJDYmpqCmNjY/j6+qK6ulpqrKVgampKo0Dz8vIC0BBDDQwMJIlZ5eXlqK2thaGhIYRCIZnD6+joIDAwEFpaWvD29kZaWlqnJgApA20ORp87dw6XLl0C0EBf8fDhwzZzqLZ1UJDn+JKSEhw8eBDBwcEIDg7Gu+++i6ioKKn9ZKXBR0ZGIjg4GEADp8ySJUtoA4dYLMakSZPg6uqKCRMmYObMmTh//rzUubOysjB06FCsWrWK8Pz8m1BbW4uZM2eSUumffvoJ+/bta3UQmsLJkydx4cIFXL16lZRyKBtfffUVli5dCn9/f4WCah0BNTU1zJw5U2nc2x2BtkyQY2JicO/evTaXgQ4ZMgRHjhyR+l0sFuPs2bPYt28f+fvfhhUrVmDp0qUAGnjMR40aRRvXgoKCcPbsWVogpaNQX1+PuXPn0mg6utG1cOzYMZw5cwY3b95Enz59EBoaih9++AGbNm3ChQsXYG5u3mzFQkfYdElQlRQWFhaYP38+li1bhjlz5qBfv35vreiNiooKpk+fjlevXuHUqVPteq3o6GiEh4e3+lvU09PDhQsXcO/ePcyfP7/J/bKysqSoplxcXPDgwQO4u7vDxcUFBw8ebJNqubLh7u6OwYMHg8ViITY2FgMHDqRVaLVUOllVVUVEcACQUusJEyZg+vTpCAkJwZ07d5CYmEgocii09B0oe0JdV1eHY8eOwcXFBZMmTWqXCfuzZ8+wbt267gDwW4gFCxYQUWKgIQBy584dqQAl0Lk0b/91MBgMbNu2DTY2NujTpw9tsSA5ORmDBg3C6tWrCSWdLDx9+hQjR46k2YS3tURcX18fFy9exN27d7FgwQLatvPnz+PKlSu4cOEChg0bhnnz5uHJkyednuV98eJFrFy5EufPnyfCv9OmTcOECRMwcuRIhIeHd2r72goTExPMmzcPCxcuhFgsbnIuEh4eTvivgYb5gqurKyZPntzqa3fk2CTLnjs7OxM+8LbS0TaFfv36wdvbG3v27JG5iNuSn6Grq0t8OZFIhJCQEJmLXm5ubqQv1tTUYODAgUhMTJSaVwcHB+PMmTO095yWloYzZ8607gbRsFAxb948lJSUYODAgairq4OqqirCwsJIwHflypVEeJCirPnll1/w559/0s61c+dOqbGBuqcjR44Qjvxp06bRdCsYDAa2b9+Oly9fIigoSObC7KJFi/D111/LvAfJ5xEZGYn4+Hi8++676NOnD61iW0VFBUZGRoiIiMA777yDEydOyPmUuibaHIwWiUSkXJcqRczMzERycjIh/abQFP8s9bvkqkxLSEhIQFlZGXx9faGiokJWcmT9S51bcrWnqqoKMTExSEpKwp07d/DmzRu5xQDEYjF4PB6cnJxgbW1NOI0kwWQyUVJSgsjIyCbLg6jzPHjwABs3bkRcXBwRFJDk55T1zCTPIYnGz7XxMY1/k/V343PJej/NvSvqWVP3JyngV15eju3bt7epdEwkEhG1+aburbnn0vieJPtKUVERwsLC0KtXL6ioqLSLkXrz5g1CQ0MBNKxweXl5Nbki2fjvnj17wsrKCurq6krPIB0wYACGDBkCMzMzqKurY8CAAUhJSUFmZmaL7ZL8ral/Ze3b1LGN96W+L0tLSyxcuBB37tzBgwcPWrynCRMmwNPTEwDg6uoq9U7z8vKISAjF8yTPfUqiMZdrS31Gkey2pvqprOtItkEsFiMmJgbR0dHIzMzEsGHDSJmfLCcvJSWF8AFyuVwsX768yZV5sViMY8eO4dGjR0rLMu0ORHQtiMViHD58GLq6uuDxeBAKheDxeITvXlVVFfb29hgwYADU1dWlgmbN2fSmvnNqv8Zjobw2vfF5JPnY2Gw2NDQ0sHLlSjx+/BgHDx58KxadUlJSsHHjRowbNw6+vr5gs9kwMTEhXIkFBQVKtemVlZWIiYlBWloaeXbW1taYP38+mEwmeDwedu3aRSpUxowZg969e+Pvv/+m+Xs1NTX47bffkJ6e3uI9Nva7srOz8d1332HQoEEYNGhQm216YzSX/dPc2FxdXY3o6GiYmpqSzGDKF5HXd6RA+Y+zZs3CuXPniAjT06dPSUBIXtvZ+P4l71EWmrK1zdnevLw8hIWFwcXFReY59fT0sHTpUplq9JmZmUhNTZWyJyKRCDExMcjOzkZ9fX2L3+Pr16+xceNGTJgwgQinKeKXtLQPBSaTCR8fH2RnZyM2NvatGCc6CiKRCPv378fz58+xZMkSIsIpiTdv3uDevXvw9vaGhoZGkzaAQnPjVTeUBw6HAzMzM3z++ecICwvDzZs3sX//fqiqqqK6uhqhoaFgs9lYtGgRLUOaz+dj9+7dePz4Merq6kgVyLJly1BSUiKV4JGYmIiNGzdKCaB3FUyaNAnu7u7Yv3+/zDZ6enpi3LhxsLOzA4PRoCEkyYcLyI5fNP5d1nZZx8o7Xsma97LZbKUGL+Wxm821Xd7zU/9vfH42m41bt24hKioKS5cuRXl5OQ4fPkxLFJSMOVGQNXeTt42yfNPG7WrunC1dt6n/9+7dm4iMWlhYkHG0sLAQu3btwt27d5ttt6JgsVhQU1NDnz59kJWVhYSEBIXm6MD/ZdUzmUzatrt372LDhg0AACsrKyxYsAAsFgsCgQB8Pp82v1NVVcWyZcsQEBAAVVVVMBgM8Hg8REdHIysrixZLU9SeC4VCxMTEoLa2Fn5+fkSUmape8/T0pNms1NRUHDp0CBEREaRPOTo6Yvbs2XB3dyfXKCgoIJzqPB4PdXV1pJ3Pnj1DaWkpfHx8wOFwwGAwaJW+Tb0LWUwIVPUDFcDOzMxEfX09EaKkwOFw4OPjAzU1NbBYLEybNo0kZsbFxTXLjd9VoVAwmslkgs1mN0maTwUf09LScOfOHSki7qYGhca/U38zGP9HLq6iokLEEoCGYPSbN2/g7u5OCzA19S/1fyprpaKiAvfu3aMJ3zEYDcJ48ohxsFgs9OrVq0nuXwaDgYKCAuTn56OkpIQIOjTeh8PhICoqivCrGhsbw9PTkwQaWxpIm9sua1tTz7q1x8j7TinU1dVhx44dshvcClAGTNazbem4xv9nMBgoLi5GWFgY9PT0YG5uDhUVFdLnldFWDoeDzMxMUhpmaWmJ3r17E4dHVrslr21vb0/6vCwIhULw+fxWZSz069cPn376KTgcDphMJgYMGAA+n4+cnBy5nq8832BTxze3ryQsLS3x6aeforq6Wq5g9JgxY/DOO++Qv3k8HnnWQqEQOTk5CAsLa7FdrfmtKbSmb0r+v6VvjhIPjI6ORm5uLi5evAgul4vg4GCaY0DRLwANK9JUEERfXx+zZ8+GlpaWVD+iHN9jx47hwoULct9zN7o2qG9C0sk/fvw4AOmFAipAZWVl1aTyfGvsTOPf5bXpLZ1HIBCQsXfFihVwdXVFSEjIWxH0SElJwaZNm2BsbAw3NzeoqKjA0NAQAwcORFFREXJzc8niEvWttsWmV1ZWIiwsjPbdW1pa4rPPPoOKigrq6upw8eJFVFRUgM/nY8yYMZg5cybhsqZsVXV1NX755ZdW3XNhYSE2b94MoVCIQYMGER+wJZumyFjZ1Lbm9q+urkZ4eLjcYjotoWfPnli/fj2ysrKICFNCQgK+/fZbTJkyBS4uLgq1UV4b1NSzae5ahYWFCAsLg76+PnR1daX8Il1dXaxZs4YEnCkfAgAePHhAE2KiIBKJCD2HZDCFWthqvGhK2SgrKytSxtpW/1XWbwwGA76+vjA1NcXz589JWXI3Gsb+/fv3IyoqCrNnz5ZJ2ZKamop79+7BwcEBXC6X+LWKzv+6oThYLBZUVFSanKMbGhri888/h5qaGm7cuIH9+/eTbeHh4YiMjMTgwYNJeToVUNqzZw9evHhBvkltbW188MEHSE5OlgpGv3z5stkM687GuHHjMGTIEPj7+8tMivLx8cH69eshEAjA4/FIgEnWHB7o+Dk6n8+nVeIIhUKF5ntUMJe6F8lxVt55mLz7NHdM4+OpYPuVK1ewZ88ejB07FllZWdi4cWOL4y/lk0oK6cnbRkXHn9bYE8lnTW1zdnYmdgwAeafZ2dnYvHkzybxtC6hkQGrRQkVFBX369MGLFy+QkJCg0Bwd+L9YBKUNQyEsLIzMo/v06YN33nmnyWQ5NTU1fPDBB7R75/P5ePjwoVTGdmu+j9jYWAAN8QwKFA2vZKwF+D+fgroXDocDFxcXrF+/nhZvzM/Pp8UJJPHixQtkZWXBw8ND7spioVBI3jfl61Dx08ePHxM2AQqNhZ25XC6cnZ2J7Z08eTKptjty5AiuXLkit7ipsiD5XFt1vCI7jxw5Et988w3Wrl0rc9UmIyMDgwcPRl1dHSorKzF+/HiYmZm1unGWlpZYvHgx+vfvD0tLS6xatQqFhYUAgLKyMoV46yiIxWJcunQJmZmZUgFGFxcX7Nu3D7t27cLevXubPIeVlRVGjRolN3/s0KFD4enpiVOnTtGMiJWVFY4cOYLz589j69atCt9LN/6vdOTp06fNKrG39twXLlzA5cuX8b///a/N5+vZsycOHDiAvXv3Yvfu3QAaBrl9+/ahT58+RBRGEjweD6dPnyZ8ZSdPnoSFhQWOHj1KxB0kcfnyZaxfv14mT1pL2LNnD27cuIGDBw+iV69eABoUnHv27IkzZ87ILVjUnnj27Bn69esnd9n2t99+i7/++ov22/fff4++ffvi9OnTLYqavI2IiYlBVFSUlEGj6DDi4uIgEonw6aefYsaMGQAaxKpWr15N2//NmzdSAhpOTk4YOHBgu7a/Gx2PH3/8ET179sTs2bPJWLN9+3aYmZlhzpw5qK2tJfuWlJTg7NmzUpVPXRGFhYXYv38//P3932rR2B9//BEnT57E0aNHiU919+5d3L17F8eOHUNpaSnu3LnTLteOi4tDcHAw1q5di1mzZuH48eO4e/cu3nvvPQCAlpYWzpw5gxs3bmDNmjVKvTaTycS4ceOQk5OD8+fPv7Vl4c3hq6++wqxZszBr1ixoa2tj6NChXVabIDQ0FNra2jh79iyuXLlCgk7Z2dkYNmwYSUD5888/ERAQ0Oy5WCwWJk2aRFvsEggEOH36NBwdHfHXX3/RJprh4eH48MMPce/ePfB4vHYX8jQ2NsaiRYsQGRkpxfv9X0dSUhIGDBiApUuXYuXKlVLbBQIBzpw5A2tra4wbN64TWvjfxMiRI/G///2vyTl6SxAIBFi0aBHh8F+1ahUWLFiAI0eO0HwAFosFKyurVgnQdzY2btyIX375pUX9mQ8//BDZ2dk4cuQIXF1dYWlpiUuXLnU6beOaNWtoFI1isVih90DZcwaDAS6XK5O6sDMQHx+Pv/76C1lZWYTisznhX0mkpqZiz549GDZsGC3I2RUgFotx+/ZtVFdX459//iHc1hs3bpQZs6itraV9a61FVVUVpkyZgqFDh8olctkSysrKcObMGWKv3zaR34KCAuzfvx8BAQGkWloSGhoa+Oeff+Dq6gqgwd949eoVAChdZ2bfvn24evUqgIYM+X379iE6OhpPnz6VK85C0adRAf8hQ4YQQc9Ro0bh4cOHWLNmTZMB9PbA//73P0ycOLHVxysUzdXT04OXl1eTjnJ9fT3i4+MBgKTetwWqqqowMzNDz5490aNHD5SVldFETihu6urqavJhUGWszVEYsNlscLlcWFlZQVtbmwzsLi4u8PLygomJCRgMBtzd3QnpOdAwqOTn58PExARmZmZyr7rp6emBw+HAysoKbDabDEZWVlbw9vamEadzOBxYWlqirq7urZjsdxbEYjFevHhBSh3aK6hYV1fX5n5MQV1dHZ6envD398ezZ88QHx+Pmpoa5OXlkffeGLW1tSgpKSGBRU1NTaipqYHBYKCoqAivX7+m7f/o0SOyMqgo8vLyUFJSQluR1dbWhqqqKgoLC1FaWkqElToCPB4P+fn5tO+gurpaofvLyMhARkYGAMDAwABOTk5EDDE3N/etEDNTFFVVVWSc1NTURO/evWFhYQGRSISXL1+ioKAAffr0ga+vLwnQUQ62np4ezMzMkJ+fj9raWilRKQ0NDWRmZkJDQwNmZmbIy8trc9YYk8mEm5sbGWvfvHnT6Q7/fw08Ho9WKs9gMGBvbw9nZ2cEBQWhoKAAFRUVKC8vR1ZWFvLy8t4Kbm8+n4/8/HxkZ2fD2NgYxsbG0NbWRlBQEFJSUt6afpaZmYmysjI8fPgQpqamABq4PouKimBgYAAulwtLS0sUFxe3aiIjFotRUFAgU0SOGnMLCgrAYrHg4uKCzMxMMBgMpKamIjo6Gh4eHkpTJOdyuXB3d4eNjQ0YDAYMDQ2VZoNbCyMjI2hqaiIwMBA2NjZKOWdJSQkiIiJgYGAAIyMjWFpaQltbu00JHO2NsrIy8Hg86Onpwd7enogWUUKUVFZzZGQkVFRU4O7uDm1tbeLbUN8jAPJuJSEQCGBlZQULCwsYGhrSMm1MTExgZWUFgUCAgoKCdr9XFRUVmJmZwdXVFWpqaoiPj1dKkODfgLq6OsTFxeHJkyd4+PAh3NzcyHyM4iUGGgQNLS0taT5jXV2d1EJ5N5QDgUCA2tpaKdssFouRkJAALS0tAA32nnpHNTU1iI+PJ9SKr1+/Jn4jle0mqc2TlpaG3NxcREdHk9L1twktUUfl5+cjIiIC0dHRKCkpgUgkgpaWFtTV1WFpaQmRSETosToSGhoasLKyQnZ2NrKzs+Hu7k7iHIpkJErOoTQ1NVFfX0/OXVJS0u6LfM216+nTp+S5JiYm0razWCx4eHgQ0WBJaGhowNbWliaE3BXA5XJhYGCAHj16oLq6Gubm5tDV1YVYLEZWVhaePn3abtcWCoVISEiArq4uIiIi4OjoKDOBTV5QVegUKD9UEiYmJnBzc2s2RiAQCBATE0P8AH19/SarDpQJPp+PvLw8ZGdnw9DQECYmJtDR0UFQUBBEIhE0NTXh7e1NfJXy8vIWRZWbA5fLRUBAAPEZnj9/TjK/8/LyaOfOzMxETk6O3PS1YrGYJOYCDdorXC4Xpqam0NfXh56eXpsFMClYW1tLCdtKztF1dXXh7OwMPz+/NiX8tJkzuisgJSUFZ8+eBdDwYJYuXUrjV5EEg8HAqFGjyN99+/bFoEGDyN/U4K6qqor9+/fDzc2NbKuvr8eePXtaFfjU0NDA7Nmz4eXlhbFjx0pdj4Kuri7mzZuH6OhowivcDWmIxWKsXr2aDHrBwcEYPHiwUq9RWlqKKVOmIDs7W6nnXbRoEWbOnIm+ffuSjBtfX18sXLhQat+ysjL8/PPPxHn/3//+R0pgTpw4gTlz5tD2bw8HSSAQ4OzZsySztqNQXFyMkJAQpfEJDxo0CEePHsW5c+dw/Pjx/0TprYuLC+7cuQNVVVUSePfy8sKNGzdkVpb07dsXXl5euHLliszzpaSkIDU1FU5OTjAyMsKuXbvaHNBXVVXFgQMH0Lt3bwDARx99hN9//71N5+yGYvjiiy9o5YQUrKyscO3aNURGRuLmzZuIiYlBTEzMW/ftxMTE4Pnz51i0aBE8PDwQGhqKtWvX4tdff+3spsmNyspKTJ8+nfwtEonI5MLOzg62trY4efKk1ERNHohEIly6dAlZWVkKvdtffvkFBw4cwJMnTxS+ZlOwtbXFjRs3uszEksFgYOTIkbCxsaH5HG1FREQEBgwYgAkTJsDDw+OtySCtqanB0aNH4e7ujnv37gFoyEzz8/NDRUUFxGIx1qxZA2dnZzx69Ai9e/cm2UZ5eXnYt29fkxNPKluawWDg4MGDtG1isRgLFy7scBqH5cuXw8PDA4GBgVIBkv86Dh48iOPHjyM8PBw+Pj4AgKVLl2LJkiVkn8aBsuTkZBw9erRD2/lfwc2bN/Hee+/JrCD5+OOPybfzwQcfkG/32bNnCAoKovlxzs7OxG9sjF9//RW//fYbgH8nv/fFixdx+fJliEQikm1IYeTIkSgoKMDevXuVQt2oCJycnODg4ICjR49CLBbj6tWr0NbWhlAoxPDhw8n7bA0sLCywYMECXLlyhZYc15WgpaWF48ePIz4+HlOmTKFto8TpT58+3Sr/p71ga2uLKVOmEOE/Zes8yYOHDx9iwIAB2LNnj0xBPnmho6NDE6ttDBaLhUWLFsHMzKzZxZHq6mrMmjWL/E35Px01lkRHRyM+Ph6LFy+Gj48PrYJEme/H2toa169fB9AQQxkyZAhNgJBCYWEhDh482Ca/5t69e3j69CmWLl2qdL952bJl+PTTT2m/Sc7RAwICcPHixTY/u1YFo+fPnw9nZ2ds3769XTMFDAwM4OXlBQsLC6irq+OLL74gJcRHjx7F8+fPERYWhrKyMtKRG3PZNAbFXVZZWYlHjx7BwsKCqLlnZGTgzz//JKntLBaLBGxevXqFtLQ01NXVtYoXhbpuVFQU4bo1NDSUKo2n9rOzswOTycSTJ0/IPXeDDkmHS9nlu8+fP8fr169RU1Oj9HPfvHkT169fp1FNUFy8jdGYR/rUqVNkQvTy5Uu5VxMZDAaWLFkCLS0t/Prrr00GeIVCIXbs2AF/f38sX74cV69exa1bt5CXl6e0lTZFoOizV1NTw+rVq4kwhCR69uxJvud/oxNNwd7eHiwWC0+ePCGr2deuXcPNmzeRl5cHIyMjwsNaV1eH7du3Iy0tDcOGDYOlpSWYTGazz4cSjJBlPKkxTXISk5ubi99++61Z511yrJ04cSJMTEywfft2UvEydepU+Pv7A2iYPB06dKhVz6YbstHUd1ZTU4NHjx4hMzOzxX6hbLRGIKc5SHIqUxx6bxuaGu+pe/Hw8JBZYVNcXIzt27fDz88P48ePl9ouFothbm5O4+wTCAT47bffms0el+TVc3V1xZYtW3Ds2DHExMQodF+N74XNZtOcW4q+IikpCWlpaa0+d0to3OesrKzQq1cvGBgYoKioCL/++istSzs/P7/VQQmK55LyWZUlQtX4Gu3Rz8ViMXJychAaGgpPT08YGxvjm2++IdUVu3fvRm5uLr744gvCH71ixQoYGhpiyJAhuH79OqGA0tXVha+vrxS3sKyxpj2eUVPQ0dGBr68vbG1tOyWI8DZALBajvr4e27dvh7+/P1auXNniszIyMsKwYcNo77egoIBU1Xajdbhx4wYKCwubtBEikYj4Z8HBwcTfsrS0xObNm3H9+nUSPMnMzMSXX34p83u7d+/eW1EVRYHL5eKjjz4iFd1Hjx5tNiOVGpcbgxqbtLS0MGTIEKSkpHQoTQnFW/3uu+/C0NCQ8LU3x8feHMaOHYuhQ4eSalcGgwFnZ2doaWkhMjKyw6tGdXV1pcYFSaipqZGMbsrPePXqFT766CP4+/uDzWbD09MTWlpa2L59O3R1dZvUXWhvcDgcBAYGwsLCAgwGA0ePHpUa3yQXNoOCgpqlOMjOzsbvv//equ+O6s9isRhVVVXYvn07UlJS8Pr1a7i7u8vMcJaF5voZ9c6ePHkCCwsL+Pr64sqVK7h586bMKibJ+4iPj0dJSQkCAwNlCiArG5TN2rp1q8x5T69evbBo0SK4urpCR0cHkZGRNHpdWairq8Pdu3fRo0cPUkXSOJO8uWcnEona5GOIxWLU1tbi7t27sLGxgaurKxYsWABXV1ds27ZN7m95yJAhGDFiBO23/v37SyWuOTs7k7ipjY0NQkNDm/3OqH2bg8LBaAaDgYkTJ8Lb2xshISEoLS0F0JA13BYDRU1qJEW1dHV1ERQURG5y2bJlZP/Y2Fg8ffqUlpGjqqoKdXV1qKioNJn2LxaLIRAIUF5ejsjISPTp04eUpaSlpeGXX34Bn8+HmpoaamtrUVNTAzabjZSUFKVk/zx//pyQizs4OMjkWwNAyonj4uJoBPRvCygV1Y4KXjCZTHA4HKWJzSQnJ6O6ulqp5cEikQjV1dW4e/cutm3bRtsmyYHIZDIJFUdjXL16lXANyQs2mw01NTXMmjULxsbG+Ouvv5oNRoeEhODVq1eYO3cubt26RQQnKboZql3KylhuDOobbc35VVVVsWTJki7HG9YclB0wsLKygrm5OdLS0qCiooLq6mrcvn1bJm8YVe3BZDIxe/bsFtvRUlv19fWxevVqUg4KNASPDx48SAxiXV0dcQI4HA7U1dVRX19Pxtp+/frB09MTx48fJ4udY+YrvCMAAQAASURBVMaMIav6p06d6g5GdwAEAgEqKysRGRnZbt96c2hve0f5C7W1tW/t4pRYLEZNTQ3q6uqgpqZGuP4bIyUlBQkJCfDx8UFwcDCABntUW1sLDocDFRUV9O3bl3ZMXV0dzp8/T2iSWhJncXBwwCeffIJnz561KRgtCxR1R3V1NbKyspRm5xuPZ437nKGhIdFyyMzMxLZt2xROwOByuTL7MmXnZAV8WmMTZB0j7zlac73CwkIUFhbCxsYGTk5O+OCDDwA09KsbN24gOTmZ+A4sFgsTJkxAjx490KdPH9y5cwexsbGoq6uDmZkZ3N3dweFwulTQV0tLC3369AGLxeq00vW3ASKRCIcPH8bLly8xb948Mk5Q4oWNoaenh6CgINTX10MgEIDL5eL169fdWedtBBWok6SWbAwLCwt8+OGHhFIFaEj6Wrp0KcrKykgwOi8vT0qAlpqXyJoTUYKmXdGWqqmpYd68ebCysgLQUCXVFnoEDQ0NBAYGQiQSIT09vcMFTidMmAAHB4dWaWZJYtCgQVLJcPb29jA3N8fTp0+VHoxmMplkfKdsnyQo+rTm8OLFCzg6OmL16tV4+fIliouLsXLlSkJt1bNnT2hoaCAmJgbW1takIqc5tGX+JetYFosFLpcLV1dXaGpqoqamBmfOnMG5c+eaPE/v3r1JLIji8pY8b0xMDP766682LwLV1dXh4MGDyMzMRH19PczNzeUORjcHBoMBsVhMAss+Pj64d+8esf/NISMjA2VlZfDx8emQYDTQELvYv38/jeqCwujRo7Fo0SI4ODjA3NwcMTExqKura7aP1NfX4/HjxxAKhTRKo44En89HVFQU6urq4OTkhAkTJsDLywt//fWX3N+yr6+vVExS0u+n4rQ2NjZkHgE0ZN83h3YJRlMwMzPDnTt3yIrLkiVLZKagy4vc3FycO3cOffv2hbu7e6sGh59++gnDhw+Hnp4eEhMTZQo4iMViXLx4ERkZGRAIBNi3bx8uXrwIoOFDpSbd9fX1mDVrFmxtbTFp0iSlOaO9evWCpaUluWZTOHDgALZt24aysjLo6+tjypQpXcpRbwmRkZF4+vRph/Fee3p64t1338XZs2fl5t3paLx8+RJBQUEyif937NhBAmx9+vTBnj17lBaMmT59Or788ktYW1u3yJdGIT4+HoGBgbRVTQsLCyxZsoTwwR8/flxK/VYZEIvFOH/+PLKyst6qDIzWoj2CbhwOByEhISgqKkLfvn3bxH0lida01dHREQ8ePIBYLAafz8fs2bPx4sULAA0COe+88w7WrVsHoVCIiRMnkgyQAwcOkIlVV+ZR/TeCKgNNSUlRSiC6vTI024I1a9Zg2rRpmDp1qtzjYldDcXExRo4ciYkTJ+Knn35qcj8rKyuEhYXRqluSk5MxY8YMvPPOO/joo4+kjlFRUcE///xDskLawjfYViQmJmL27NmYP38+Fi1ahNOnTyuFd7alPnn8+HGsW7cOQMOCsaITdC6Xi5MnT8rk005LS8OVK1doC3fytksW2vJ9dfS3uXTpUowdOxazZs1CUlIS9uzZg6CgoLdaZPS/jufPnyMwMBAMBgNqamo4fvw4nJycmtz/22+/xa1bt3DmzBnY2trSqD26oTiioqJa3EdFRUUqWJ2UlIQZM2a0KAru4+OD/fv344cffsDhw4dp27744gsMHz4ckydP7nI6DOXl5Rg7diwJqsgrft4SPD09YW9vjzNnznQIhz2Fa9euwcjICNOnT4eKikqHXbet8PT0RGBgIICGhczTp0+3quo4PT0du3fvxty5c7Fu3Top3QFFoWy7OWDAAJiammLq1KnER2mJ6vPkyZOEZsXe3h4nT55skmq2LdDV1cWVK1dw8eJFrF27Vunnbw3Wr1+P0aNH48aNG11Wk6GrzV2aQ1JSEnbv3o3Ro0cr3O49e/bg/PnztN/WrFlDbHNubi7Onz+PyspKpc/pFApG5+Xl4datW3B3d4exsTGcnJyQlZWFxMREWhq7lZUVevbsCRcXF5kTmPr6emIQRCIRcnJykJGRgcLCQtTW1oLJZMLCwkLmig1VziUruFJSUoLMzExkZmYiKSkJqampABoCMxYWFmSVvry8nChWamlp0ci57e3tkZKSgoyMDBgbG0NXVxdFRUVKe+hcLhdqamqwtraGiooK7bze3t7w8vICi8VCUVER4T7icrmwtbVFRUWFXEqb7QFFO15VVVWHqq1yuVwYGRnB2toaLBarzQ6HkZERDAwMlLoAUFdXR9RZG6OgoIA4NFwuF7dv3waDwUBVVVWbB+iqqioiepGeni5XgLe2tlaKe4vD4RBRIR6Phx49eqCqqgpAg3NB/b8tKCsrQ1FREfLz82l9ncFgwM/Pj0zck5OTpQJIPXv2RM+ePdvFiL9N0NXVhYGBAXr16oWkpCS8evVKZil5UVERcnNzYWpq2qryZw6HAxsbG5Ipk5eXh5qaGty9e5es7Ht7e0NPT49kbPJ4PKipqUFVVRXm5uZgMpnIzs7G69eviSgDk8kEm80Gm82mCZRSXP0d6fj/F6GlpQUjIyPw+XxS+QS0LaDcFZ258vJy5Obmdjj3ozIhFAqRnJyMmJgY3Lp1q8X9MzMz8eLFC3h7e6O+vh6vXr3CkydPyLHa2tqEMoHJZMLOzg6lpaWIiYmBhoYGoT8yMDDAkCFDkJiYqPSs0aqqKoSGhtKofqjMyefPnyMuLg5JSUkQiUTw8fFBaWlpuy16l5aWtomDknqGktkyQqEQ2dnZ0NTUhJGRkTKaCaBzF3xqamrw+PFjkiXYkq6KkZERtLW1YW9vTwL8b1NgpRvSkPRvVVVVce/ePVRWVsLb21tmv8zNzcWLFy9w9+5duLq6ws3NDS9evEBeXh6GDh3a0c1/69FcRp5YLEZsbCyys7OlaI7S0tKQmJjYZBUok8mEn58fgoKC4OzsjMDAQGRmZuLx48fgcrnw8vKCj48PXFxcMHDgQOKfPX/+vEskBolEIqSkpLT5PGKxGDExMTSfSCQSISkpCVVVVTA3N2/38VcsFuPVq1dISUmBgYEBOBwORCIRrU3yIikpCaGhofD396fxzIpEImRmZqKmpgYmJiZtvicq/mJhYUHsXVsSHHg8HoqKiiAUCqGqqtpk+yorK0kMiM1mEwrCxmir3aTiVVSmemlpKfLz85GYmNhsDMTDw4ME0rOysoifUVNTgzt37sDJyQmOjo6tbpcssNlsODo6kphXQUEB0tPTYWlpqbRYR319PdLS0ggllyRevXqFrKwsAP9Xdebt7Q1HR0fcuXNHKddvLVgsFgICAuDp6Ul+YzKZsLa2RmFhoVLmnZqamvDz8wOTyYRIJJJaQFSGD1dfX4/6+npkZGSAwWAotOBTXFws1WcfPXoEOzs7WFhYoLS0lGSTK3usUygYffv2bdy5cwdnzpwh/DZXrlzB8uXLaWUqU6ZMwc8//wxAdoOzs7Oxf/9+iEQiCIVCXLhwgfaiORwOJk6cCH19fanj79+/j6lTp8osi9m4cSPtb2ofqgxJlhjD7Nmz8c0339B+++qrr/DLL79g586d0NbWxqFDh5RahsNgMDBkyBDo6+uT1Vomk4mtW7diwIABUvdsYGCA2bNn4/79+7h//77S2qEIumIwoTEoccqcnBzs27evTVzPQUFBMDMzw+bNmzt8AeDp06c03p629r0LFy7QMvGV0Zc5HA4mTZpE/j5//jwRY2wLXrx4QbgkG1/vzz//hJeXFwDgs88+k8oEfO+99/Dee++9FX21PeHu7o6BAwe2uN+TJ0/w+PFjMvFT9LlpaGhg5syZABr61JEjR5CSkoIJEyYAaDDud+7cQb9+/aSONTQ0xJw5c3D37l388ssvEIvFsLGxIdsFAkGTZW1vo4L72wQnJyeayC6Ff9t39ddff2HHjh1drqy4Nbhz547cgscsFgu3bt2Cvr4+gAYOzWPHjgFoyH578OABLTD4/PlzjBw5Elu2bCEZ1D4+Prh+/TpWrlyJ48ePK/Ve0tPTZYr5icViHDhwAAcPHoRYLEZwcDB+/vln3LlzB5GRkUptQ3uCz+fj3LlzrQogNIfO/D7z8vIwadIksiggzzfFYrEwZswYInzXjX8P6uvrsXTpUgwYMAC3bt1qMtBRWVmJOXPmYMqUKThx4gS+//57HD16VOk6Lf91iMVi/O9//8ONGzea3N4UVFVVsWvXLvTu3RsMBgMrV67EnDlz4OfnB3t7e1y+fJkE+SQzpufOnfuvEqoUiUT4+OOPiaYUBbFYDAsLCyxatKhDqpfv3LmDpKQk/Pnnn7Q2KIq///4bR44cwZMnT9CzZ0/yO4/Hw5kzZ6CmpoYZM2a0ub26urqYNWtWizRfiuLBgweIjY3FsmXLZFYXJScnE05vfX19LF26VCYNhDKC7RMnToSenh4AYOHChQgJCWnxnXzzzTcYM2YMAOCPP/4gNFcZGRkYN24cPvnkE/z4449taltLuHfvHnmGyhK+KywsxJEjRzBkyBCp7Ov333+f9NuAgACcP38eTCYTNTU1Srl2W6ChoYEDBw7A3t6e9AlVVVVMmTIFCQkJOHXqVJuvYW9vj0uXLhG6o8ZVy8r04e7evYuysrI2U83u3bsXhw4dwuLFi9u1OlJhmg6xWIydO3cSo5aQkCD10TUlxkZBV1cXo0aNwvnz53Ht2jVaqX9CQgJKS0uRnJxMgsezZ8+m8Rk29ZE39bu6ujpGjBgBdXV1iMViODg4kGv6+PhItXX8+PGwtraGpaUlVFRUMGrUKCQkJODNmzdN3pOiYDAYqKmpwfXr12FiYoLff/8dTk5OyMvLw5YtWxAZGQkmk4m1a9cScn6KDykiIqJd6BGUAT09PQQGBqJ3795kVTwxMZEob7YXbty4gerqaqxZs0bmooMkmlt9MjY2hq+vLywtLSESiTptgqfsAImyz9f4ucTHx+PmzZvo16+f0nmfRo8eTb7JN2/eYNu2bbRFGYqvsn///s2OOzk5OXj69Gm7lxF2VoaalpYWgoODYWlp2ez1i4uLcfXqVWRmZgJovQFsScyicZ+7evUqLly4AGtrayKy2LNnT2hrawNoyMqUpy2mpqYYPXp0q9rcDdlYunQpnJycEB4eDj09vS4VeFbW98Tn8/Hdd9+RTGiKOubfAnnvRSgUYtu2bTT+T+rY9PR0fPDBB7RxNDc3F0KhEKdOnUJGRgY+++wzFBcX448//sD9+/dRU1ODr776ikwIHz161K73IrmNwWDAxcWFBNaLiorw+PHjNl9fWaivr8emTZvQp08fvP/++3jx4gVSU1M7nYNYmTbqyZMnqKurA4/Ho70bExMTrFu3jmSv2dra0o5jMpno168fsrOzERkZCbFY3CXpfLrROojFYrx+/RqrVq0i1B2fffYZmdDOmTOH0LJQNDYtCdB3o2WIxWLs2rVLKjlE1ly9JVDVhnFxcaipqUFAQABOnTpFxBLt7e1pIuuS3+7ChQvh7u6OzZs3d9n5aksoKCjAmjVrwOFwSH+W9Qy1tbUxcuRIpKamKiULuylQiwGSi8UikQi//vorkpKSyG9MJhNr1qwhY+7Fixdx7do1qfPV1dVh48aN6NOnD1atWoVjx44hIiICq1evhrGxMRwdHREXF9cizURTCAgIIFm3N27cIBQAHA6nWT9TXjsgb3+urq7GjRs3yGJBYGCgTJF7ea7HYDBgYGAAf39/QimooaFB2jtv3jwitt4c3NzciJ81cOBA/P777/j1119RUVGBdevWISAgQOH2NYdDhw4hMTERn3/+udQ9tQdevXqFqqoqBAcHE99Q8p0+f/4c77//PubNmwd3d/d2aUNTYLFY6N+/P7L+H3vfGRDF9b39zHba0juIKKIo0rsKomLvBXvvJZrySzcxpmq6RqPYu7Ebe40VLEgRFLBSpDfpZdnyfuCd+99hd2GBBSHx+aLMzM7cmblz7znnnvM86enEXhWLxbhx4waePn0KoDapi+aZt7S0xNChQ1XGD7S0tNC7d29YWVlBJpPhjz/+YFTUyWQyvHjxAubm5qTqkM1mo3fv3sjKymoxYWYjIyP89NNPRHx+48aN9WozDB48GEOGDMEvv/yCtLQ0ALVzQJcuXRg6Ay2BJnFGKxvU5FFdXY2ioiLo6uoqJdkXCARwcHBAeXk5oqKiGPvS0tKQlpaGe/fugcPhQEdHB76+vgriOupCR0cHpqam8PDwAI/HQ2VlpQKPWd3MV1dXV8ZA4O3tjZycHCQlJYHH42ms41RXVyMmJgY+Pj6YOHEiysvLERcXh7CwMFRVVYHL5WLcuHHw9PREaWkpdHV14eDggIiICFLaSKvOtxUDXk9PD15eXozB+OLFi9i4cWOLGpkxMTGIj4/HqFGjYGdnB4FAoFJUU9Wz4vF4JBhNUdRbOgA1UFNTg/Lycjx58gQxMTEIDAxscDFAGWQyGUQiEYOagYa3tzdmzJgBkUiEZ8+eMYQc9PT00LVrVyxevBhVVVXkW6bHDvl3/fr1a7V49VoCLelk08/O0NAQnp6e4HA4RDmZpk6hqTFKS0tRXFyM27dvE8EoTbWLFkITiURgs9ng8/kQi8Worq4Gj8fDgwcPsGXLFsybNw9WVlYAaimd6AlfXRgZGall7L1Fw6AFJEeMGIHevXtDLBajqqqqTQWFNNUOiUSCc+fOITs7+40HA98kaE5+ZcjLy0NYWBhjG5vNhlAoxOPHj5GamoolS5YgOzsbBw4cQEVFBUQikQKHaF1oa2uDw+EQrjlNQCwWo6ioCKampmQMSU5ORlxcHGpqalpMb4DP55MFV4lEUi89lVgsxl9//YWsrCxMmzYNz549Q1xcXIu0C1CcZ1R9x5r8tp8/f47i4mLo6uoSVXcA0NfXR2hoKIyMjJRSZ7FYLPTo0QNCoRD37t1rU0FIHo+nQKP3Fo1HZmYmNm/eDKC2RHnatGnQ1taGjo4OgoODERQUhNLSUiLQrqOjw+C1f4vGQSQSoaKiAqdPn8bZs2ebfT4bGxt4eHjg5cuXkEgk8PHxQVRUFI4cOQKgdiwsKioCRVGgKAp6enrEPw4JCYGzszN+//33dhuMLi4uxrZt2xo8TiAQoEuXLigrKyM0BHVRd7GuqRg2bBiDvkEikeDChQvIzs4mz5nFYmHQoEHw8vICUDsvKovb1NTU4ODBg8jOzsa0adNw+fJlnDhxAjExMejYsSMAICcnB/n5+QwqVnVAURS6du2KDh06oLS0FBEREdi0aRN0dXVhZWWFiRMnqswkb+q4W15ejuLiYoXnXF1dTUSVKYqCg4MD9PT0lGZUqwMTExN4e3srbWf//v0V6CkaQs+ePdGjRw9cvHgRubm5WLBgAYPbnc1mw8DAgPEOGrI96uLatWuIj49XEK3UBJTZGenp6cjJyYGnp6fS55yamopNmzahR48esLOzQ2VlJYlrtYSYsVQqJTEGNpuNnj17QkdHhwSjJRIJ4uPjycKLlZUVsSuNjIxgZGSEzMxMFBYWKnwLPB4P7u7uYLFYeP36NU6cOKFUs87ExIQhCN69e3eSUa8KzfHF6DlXR0cHbDYbV69eRXp6usJ4zGKxoKenh969e2PRokXYs2cPCUbb2NiQcaQl0Tw5VhXYt28fLl68iIMHD8Lb21th/6NHjxAaGtpgsC8gIAA7d+5sFkH9hg0b0L9/f5KC/+233zb4mw8++ABLly5lbIuIiMCOHTswefLkBjtPUyCVSjF//nzcunVLoaMnJCRg/PjxhI+vtLSUOFqBgYFvRV/+P8RiMWbMmAF3d3fs3LkTDx48QGRkpFq/5fP5mDx5cpNWS//LuHnzJubPn4+8vDxoaWlh2rRpTRKbKywsxF9//QVXV1elojebNm3CoUOH8OrVK9L3BQIBjh49ip49e4KiKKxdu5aIQPbr1w9bt25t3s01ES3t/NcFHVwyNjbGwoULweFwUFNTg6lTp+LBgwcQi8V47733MGvWLIwePRrJyckICwtD3759GfxYzcWwYcOQl5eHgwcPwtnZGYGBgbh//z4yMzM1Uu73FprHsGHD8Msvv8Dc3JzB4/dvDMLw+XwcPnwYz549w5QpU96WgqsJd3d3HDx4kGR00PyP0dHRWLlyJQ4cONDgOX766Se4urpi+PDhGqO9io2Nhbe3Nz777DMisGJjY4MFCxYQx6slMHPmTCJq+PjxY4wbN65BDsx79+7B09MTfn5+hD+/JVD3u22t79ja2ho3b97EoUOHsGrVKgC1AZBevXph4cKF+PTTT9U6T1sYd1gsFsaOHdsqHLD/JZSXl2PUqFEYMGAAduzYAeD/xOVcXV2xceNGfP/99wqZe2+hPs6ePYsPPvigRbmaP/zwQyxYsABAbVUETbOjr6+PM2fOMDSY/it4/PgxfHx8sHTpUixcuFBhPx30bQnKRxaLha1bt+Lhw4cYPXo0qquriS9ML5o2RAl19+5deHh4oKCgQCEIGBwcDHd3d7L43Fi8ePECo0ePRnZ2NjgcDnbv3g1bW1tcuHBBozaYTCbDRx99hNOnT9f7nGUyGU6fPg0nJyecPHmySRpDypIsmwuKohAWFgaJRKJQXdytWzdSPUQjOjoakyZNarFF98agOfPkV199hZ9++gmlpaWkPwwZMoRBHaMJ5OTk4MiRIwgICGhycHXAgAHw9PTEgQMHlGp5HT16FCtXrlSqaQfUap/4+flh+fLlhJalITTn2ZaVlWHXrl1wcXFBcHAw/vzzTzx+/BgjR45kfMuOjo44ceIEzM3Nm3yt5qJFgtElJSUoKyvD1atXSUp7ly5diMBCdXU1UlJSVBrwHA4HgYGB6NOnD+zt7UFRFEQiEW7cuKF2cJFGSkoKYmJiEBMTg4iICAXxBmW4e/cuOnbsiD59+pAS8k6dOsHf31+j4mi0AFh5eTnOnDmDR48eMcphpFIpoSOgV6br4tWrVxAKhQgMDARFUU0up2kOjI2NSRCXFih4/PgxKVeKiYlptayXrKwsaGtr4/bt20hMTCSCKlpaWrC1tVX6Yefk5KC8vBwREREM3qTi4mKyUvdvBEVR6NWrV72LKzQ9TZ8+feDv76+wXygUwtnZmfzf3Ny8wcWa8vJy3Lx5E9bW1ujZsyfS09NRWFgImUwGgUCglOaDzr6QX83m8/lgsVik7L6goACvXr1CYGAgg3/434jq6mqkpqaS0ubc3FxSSkgjMzMTlZWVGDZsGHx8fNCxY0fweDxwuVyYmZk1aiyTX51VtlJLvxuZTAZHR0fY2trC0NAQVVVVyM/PJ+WNjo6OTcqcfwvNY8SIEWSOzczMRE5Ozr86QEtRFKytrcHj8TBixAjExcWpZQ+0B1hbW8PDwwMPHjxoFg2Rvr4+evfuzaj+6t69O+zt7RlOKpfLhb29Pbp06QIHBwekpKQoFYK0srKCp6cn3NzcYGtrq9FyRNqOvHPnDqytrREYGAhdXV0YGho2WwxPJBIhNTWVkTChq6uLwMBA+Pv7E1qB169fq+UsVFVVISUlBd27d29Wu+TRlqoXOBwO7OzsGIkjNTU1SE1NRWRkJE6fPo1evXoROhV50FmFubm5GufRbizy8/NRXFwMHo9H7IyEhAQ8fvxYIwLN/2XIZDKkp6cjLi6OaJiUlpYS2+D06dPw9PQk39ZbNB4GBgZwdnaGs7MzKioqcPPmzSaJxQkEAnTo0IHxvVZUVODp06cwNzcn7+jp06dkDtXV1cWFCxcYoqyvX79udEatJmBqagpfX1/ExcWRDL+WhEgkQkpKCh4+fIiIiAhG7ACoHQs7d+5MMhJzcnI0Krr78uVLPHv2jGH/N8YOqKysREpKCsnQ1dLSQnZ2NqG8kslksLW1ZZxfLBYjJSWlQZuRfjaVlZXgcDiwsrLS+IJFRkYGoqKiEBsbS+gH60NZWRmys7MRHh5O/MiAgACl85My5OXl4fr1602Ka9ja2hLtI3lQFKUykYvP5yvQXKkKeKqCm5sbevTooeBfi8ViPH/+HGZmZk1KJKsPUqkUycnJqKqqgo2NjdJj8vPzkZ+fz9jWHIFLoPZ5dejQgQj43b59Gy9fvsTr16+bFNPJzMzEgwcP4OnpCX19fYYvnJmZifT0dJw9exbh4eH10vnS30JL2DnKfHSpVIri4mJUVFSAoihYWFiguLhYwQ7n8Xjo2LEjg7qvtdEiwWigthPKZ0N8/vnnamUlA7WBw82bN8PBwYE83NLSUsybN6/RE0tdUUN1sG/fPhw9ehT37t0jXDZz587F9OnTsWXLlgaVwtWFnp4exo8fj82bN+Pdd99V2C+RSPC///2v3nPExMTg2bNnWLlyJdhsNvbv36+RtjUGPXv2RGBgIPmboihs374dv/32W6u3BahdiR03bhxjm62tLWbPnq3UeYuMjMSDBw+wZ8+e1mpimwCbzcbatWuVBplpfPTRR/jzzz+xceNGODk5KTw/Ly8vlSXfqpCdnY3JkydjypQp2LhxI65du9ZgUIjFYmHw4MEK28PDw5GZmYnp06cDqKXl2bJlCzp16tRmHPWWQGlpKY4ePcqYOJQZeF27dsXx48fB5XLJSq65uTkmTZrUqOcjf2x9v6PHNHkUFRXhyJEjkMlkbzOk2xDkv9vbt28zOM7+zejRowdOnDiB9957D+vWrXvTzdEIgoKCsG/fPowfPx7Hjx9v8nkcHBxw7NgxhWCuqm/ey8sLVVVVCAsLU5qNFBgYSDKnVZUvNxc7d+7EkSNHEBkZqbGs47KyMhw9epQRSLG1tcXhw4cZ5bNvEu1lfjtx4gROnz6NGzduICAgQGG/iYkJJk6ciCtXriAiIuINtPD/8OjRI8KZSjv/u3fvxo8//vhG2/VvQnR0NBE5ppGfn49Ro0bhwIEDmDx58htqWftH3759iXh1amoqPDw8mhT4MDY2xsSJExlBi7y8PBw6dAiDBw9WymdbVlaGefPmNbntmoSHhwf+/vtvLFy4UC2aDU1BWewAqF2so8XqgNoM9roUpU2FVCrF559/riCs2BQsXrwYixYtAlArfD969GgAtVpKMTExjGBlSUkJwsLClGaItjZu3brV6HHj1atXCA0NBVD7fm7evFmvLywPOgu9Kckbs2bNws6dOxv9u+Zi+fLlmDVrlsL2yspKnDhxAm5ubuR9awoSiQTnz5+Hvb098dFbAwYGBggNDQWbzYZIJMKvv/5KaFqagvDwcISGhuLgwYOM7xiorQ5/8uRJq44zyqCuj95W0SLB6IEDByI0NBRr164lpPrKVpDGjRuHkJAQfPPNN0ozeukHumvXLly6dAkFBQXNbhtFUfjoo49ICcCZM2eUOm81NTX48ssv4efnh48++ggsFgscDgf9+/fHq1evmq3e7ufnBx6Ph+XLlyM2NrZZ56qqqsKnn34KFouFFy9ewNXVVWEVTZOQSqW4desWMXLu3buHXbt2MY5RJiI0ffp0+Pr6YtWqVRp5l42BsbExRo4cqTQzy8PDA2lpaW+kXfVh2rRp8PPzw1dffaWwcthcDBkyBBMnTmQs+ChDjx49MGTIEERGRjIEMmiYm5vD19cXO3bsYIgK0hAIBAgODmZkw5aWlmLgwIEQCoX4+++/kZeX12B762tjQkIC5syZg4qKCgwdOpTBFb19+3bSLh0dHZiYmLTLgZqGTCZDREQEXr16RTIRWSwWEbxQplhNURSOHj2KU6dOISMjAwYGBmS7plHfOdvzc/83Qn4VvS3xtbY0/o398O7du5gzZ45GHFya/7Mu/vrrL1y8eBEA4OzsjPfffx9AbZZ0SEgIUlNTcf/+fcybN48EHXNzczFnzhwAtRUxLcXVXbf/urq6wszMDNevX2+Ss6yjo4Nhw4ZBIpGAoigEBATAwcGBiPHRsLOzw5YtW3D8+HGcOnVK5flMTU0REBCgMjuoPcPX1xcdOnRQOvfQqG98aQvfY3FxMW7cuIHMzEyIxWKsXr2aVPu9KZ2Jt3iLxkLTAQlV56isrMTq1aubFeCp75offfQRdHR08M033zQpS/LRo0eYO3fuG1ncomMHdIXopEmTMGjQIMYxsbGxOHv2LIKDg8niZlRUFMnqVcbT2qFDB7i7uyuU0tP2/8yZM1W26cSJEzh//jy++OILVFZWYu3atSrHZGXvvKSkBO+//z6jmlJPTw+TJ09Gbm4uiWFoa2ujb9++RLdmx44dePToEUmakUgk+Pbbb6Gjo0MyuVksFoKCghrNFe/u7g57e3ullbSNhUQiwXfffcfI6q8PWVlZjQ5EGxoa4quvvmoSrWpqaiq+/fZbRvVZbm5uo9qwfft23Lx5EwCUJn+lpaXh5MmTWLFiBbp06YLr168rrXZrCui+Nm3aNHTv3h1fffVVvX5/ZGQk8vPzsXr1ahQVFSEmJkbpOSMiIsDhcLBq1SpGAoWWlhZDWFUeCQkJJJ5CVyr07NkTXbp0YVTGK8PmzZtx5swZPHnyhDybplQinjp1CpmZmZgwYQIcHBxw+/btFvfBZDIZfv31V4SHh6uVHW5oaIg+ffq0Gu1SiwSjO3XqhGHDhmHr1q2EeF3+JXO5XJiYmKB3796YPn06NmzYoDQYLRKJUFxcjKtXr+LgwYMaaRvtWNArYMoCbEDt4PT3338jJycHs2bNglAohLa2Nrp37w4tLa1GidCUlJSQDBuBQAA9PT2Ym5ujuroa+/fvZzho9POiP6KioqIGBwSxWIwTJ06Qv83MzIhitTIoE4mj0VDpZ01NDaqqqpCUlEQ+QnWD6T179sSgQYOwdu3aVg/68ng8WFtbk/coDwcHB+Tk5LyRdikDl8uFvr4+goODMW7cOOzYsQMikQglJSXQ1dUFj8dDUVFRs0rqe/bsiRkzZqC6urreAIGZmRl69uypsvSkU6dO6NmzJ+7cuYPDhw8r7NfV1VV45jKZDD169AAABcVver86Ikw0cnNzceTIEfTv3x9+fn6QSqXkm7ty5Qr++usvALWB9fHjxys9X2NKnluqPLqh83I4HHC5XKSkpJBxS0tLC0KhEKNGjVLIVjEwMCDcZlFRUdi3bx+hQVFXqbq1AgVt4fn/1yBvDGq6NKuxaujN+R7VbY9MJsPr16/JgmRbyOjRFF6+fImXL1+26DXu379PFp379u2L6dOno6qqChwOh5T2vnz5EiEhISTj6ODBg/jkk09atF0AyLstKiqCvr4+bG1tYWJigoiIiEa/Z5lMBj6fz8hsGzFiBOzs7BT4NE1MTDBz5kxkZ2erDHxUVlbCxMQEbm5uze7Tjf0umvIdNfY3xsbGMDU1RWFhYYNUFmKxmJGpaWhoSOYoHo8HLS0tIqDamHY1Z07n8/mQyWSIi4sjtjZNI9GewePxIBQKUVpaWi9VAp/Ph56eHkpKSlq1RFdXVxd8Ph+vX7/+V9NDtSaqqqpIgKWgoKBJz1UZVZ78t0T7IlevXsXTp0+b3+g6oH10fX39JtM6ZWRkKCRItRbo2AEN2u8F/i+m8ezZM8THx8PDw4OMdS9evEBCQgI5Bx2MpigKAoEAlpaWSjVeKIrCkCFDiKCvlpaWQlAtOzsb0dHRGDduHEpLS7Fz506UlJTUOzfyeDxCuySVSnHkyBFGf7KyssLSpUshlUqJf2dgYAAXFxfw+XxIJBJ88MEHDCE3mUzGENbkcrnQ0tKCr69vo4PRdnZ26NmzJ4DaMczExKTJY1jddmkaenp6sLW1xdSpU5ukS1VQUIA9e/Y0a3wODw9HeHi4yv2FhYUoLCyEiYkJevTogaioKJSXlyu9ZmN9dBrOzs4wNTVtsNIoNTUVVVVVMDU1JSLrytpQWFgIPp8PZ2fnBgPJNDIzM5GZmcnYZmNjw7D3gFoauLKyMlRVVaGkpAQAcOPGDfI9SiSSet9HfbG8hw8fIiEhAYsWLYKFhQXCw8PJOKDKJ1IGdZ97VVUV8vLycObMGaXCinUhEAhgZGQEV1dXYvO2tI/eIsHovXv34tSpU8jPz0eXLl1w5swZxoqTs7MzIiMjGZxKyhAREYFp06ZplF9FKpVi7ty5ZBWlIZXf6OhoeHp64quvviIiOba2tkpFClRh/vz5OH/+PABgypQp+OCDD7Bw4UJcv35dQRDAwcEBZ86cgZaWFmpqajBmzJhGZ07fvHkTd+7cUbnfyckJQ4cOVbqvoQ4UHR2N27dvNynD6bvvvsNvv/3WoHBlSyA2Nhaenp748ssvFd7d999/j927d7+RdimDr68vDhw4AENDQ2hra+Ps2bM4f/485syZg2+++QbBwcEYNGhQs0VKZDIZTpw4Ue/KXkN8b6mpqQgLC4OlpSUp75IHPXDX3VYfGivCZG1tjYULFxK+owMHDiAlJQUnT55UOnY0V2CwpQKhDZ23e/fu6NevHy5cuECC0dOnT8eXX36pIPLK5XJJeTzt7HM4HEycOLHeharGtEeTaAvP/78G2rGhKAohISFEPV0TUPcdqTpO0++YoihUV1djwoQJhGZLk5yN/zXcuXMH7u7u6N27N+FB7tu3L7777ju1eRc1icrKSowePRr9+vXD/v37m9V/lP329OnTMDMzw5QpU5RmAC9evBjTpk1T2E7PR7Qz01w09r6a8hwaG+xesWIFUlNTAaBBuzApKQkjR45EdXU1+Hw+Tp06RTQnfH194ezsjAMHDiilwmts1Y0690FRFEaPHo2CggJs2rRJY5lgbQG9e/fG7t278b///Q+HDh1Sedzw4cPx+++/Y+7cubh06VKrte/LL7/EkCFDMHDgwGbx3L/F/+Hs2bNEGEsikTR63KHFO62trRmBYPlvKTw8HLGxsdi7dy+ioqKUjnvNAe2js1isN8I33ZK4c+cOpk2bhsLCQlRVVWHfvn0NLo7r6Ohg+vTphMNeFZ4/f47hw4dj3rx5CgvAS5cuxYwZM2BmZgapVIqoqCisXr26XpH3vn37kthDfn4+Bg4cyPCRc3Jy0LdvX4SGhuKbb74BUNt/GqPX4O3tDT8/P7UDiaowaNAgxMTEYNGiRS0aVG4qfvrpJ4wcOZJUpbZ1CIVCzJ49G7Gxsfjnn38U9jdVKPmHH37Azp071Yq15OXloV+/fhg7dix++OEHpcfMmDEDFEVpVMuNxo0bN3D16lXs3buXkbijra2N6dOnIzk5mVQKKkPHjh1x7tw56OjoQCwWY8KECWpp3rWEL3zkyBGsWLFCrWRLFouFcePGISsrS+UcoKl2yaNFgtHy5ZhcLhdWVlZITk5Wqm5OrxTKQywW49y5c8jJyWkRQT5VlAdGRkbo168fHj9+jMTERNK+zMxMhpHN4XAgFArx4MEDItInD4FAgIEDB0JLSwsymQw+Pj5kn4eHB4RCIVxcXFBSUoLLly8TA7hv377w9PSEra0t+Hw+RCJRk4R4qqqq6k3Dz87OxqNHj2BrawuhUNiojiMSiRoM4KtCcXHxGwsA0O/x9u3bChNCVFRUmzKGi4qKEB4eDi8vL3To0AFRUVEoLi5GaGgo3N3d0bFjR4wePZoRaK2oqMClS5caXDkVCoUYMGAArKys8PjxY+Tn5zf5fQK1Bm9paSn5JtSBprMe6167vLwchYWFZOzg8XgYOHAgLCwsNHbN1gSXy0Xnzp0hFotx4cIF5OfnQ09PDyEhIejdu7fSMhqKomBmZoaCggIcPXqU8AHr6Og02/B7i38H5LMD2nOWsDrjiZmZGQwNDZGTk4Pnz5/j2rVrrdQ6zcPa2hoBAQEq71nduUAZXr9+jaNHjzIygE1NTdG3b19YWFiQihYa8hVWhYWFCA8Ph6+vL1nY6NChA0JDQxEREdFinNEAiIirpumsaFRUVKCsrExlKaVQKFQ6/4lEIhgYGGi03LWtLcYVFBQoZBrVhUwmw9WrV8Hj8QjFFI/HY/RRgUAADocDR0dHZGVlkQB3SyE/Px85OTkwMTEBh8PBmDFjEB8fj8TERPTv3x8SiQTXrl1rVxRG7u7u6NKlC/m/tbU1goKCUFVVhUuXLikd57W1tWFtba2RcvfGwNDQEHZ2dmQxAKgdL96iaTh06BBu375d77eoq6uLkJAQFBcXK01mYbFYMDExqddGrK6uhkwmg6mpKXr06EGqYKqrq3H58mWFBKumQH4cd3JyIhmw8pBIJLhy5YpSn9LCwgJ9+vRROVbS30NrCNTHxsaSxaC4uDjGPKhq8U5fXx/du3dHREQEXr58iYsXLzYYC3j16hVevXqFe/fu4ciRI+jXrx8oisLVq1chlUrBZrMxYMAAGBgYwNraGr1790Z+fj4uX74MmUwGOzs7VFdX4/Hjx4zzWltbQ1dXF6NHjya6EPR8np2djfLycrV9v7rg8/mN/i2dZSzvx2tra0NLS6tFgpLNga2tLfz9/VFeXk4oMuzt7UlMqKysDJcvX4adnV2T6DuaC39/fxgbGyvYiywWC3p6erCyskL37t2RmpqqdgJiRUUFkpOTGfNmbm4uBAJBg7EW+nkBtT7JpUuXGP2Lfl7ybRUKhQgJCQGLxYJUKsW1a9cgkUjQv39/hh1rbGyM4OBgxMfH48mTJ4zrZmVlITExEZ07dybfWVVVFSoqKpCVlUUW9WxsbGBubg4DAwNYWloq2MOGhoawsrICUFs50KFDB5JFPXjwYBgYGODq1avo1q0bXF1dYWhoiMrKSjx+/BgmJiZq08SoCzp2ID+3l5aWMuKOdUFR1BuJE7SYgGFdnDhxAitXrlTr2MrKSqWCfi0NBwcH7N+/H6tXrybB6PqwZcsWpSuL5ubmiImJgZaWFiiKItyKNCiKwqeffopnz57B09MTZWVlYLFYWLVqFYKCglrc2UhLS0NaWhpCQ0MbXRrT3rFv3z7s27fvTTejXjx69AiTJ0/Gxo0bMWXKFLzzzjtwdnbG33//TfrGpk2bGL/JyMiAu7t7g864tbU19uzZg9jYWAWu9NZydFu6bLguhEIhNm3ahOLiYhw9erTJ53lT0NbWxsiRI7Fr1y4sWbIEQK0w4e7duxucMJ49e4YpU6ZALBaTDOm3eIt/E9QZG3r06IE+ffpg4sSJuHXrFm7cuNFuS8O9vb3rzXRMT0+Hm5tbk4SWX758ialTpzK29e7dG9euXYOrq6uCOKn8s3/w4AH+97//Yffu3SQY3atXLwQEBGDChAktGoxuCtpiYBeov12tPXdqClKpFF9++WWDx3E4HAwcOBApKSktLij99OlTXLp0CUeOHIGrqyvu3r2LH3/8Ed999x1++OEHiEQiBAYGtqts6dmzZ2PZsmXkb4qisGjRIoSGhsLNza3NfYN6enrYuHEj+bst9NX2ikmTJjV4jJWVFXbv3o1Hjx6pzOprzDtwc3MjNHiFhYVwd3fXSDBaHmPGjMG3336rsL2qqgq+vr5Kk9xcXV3rnSNzcnLg7u6O7OxsjbZVGfbu3Yu9e/c26jcdOnTA+PHjcejQIRw7dqxRY+HJkydx5swZ3Lp1CxwOB1OnTkVNTQ34fD7u3btHgrjTp0/HmDFj4OXlBYlEggkTJij1kUaPHg1XV1ds3ryZbHuT87mVlRXGjx/fLsaKgIAAHDx4EKGhoeS5zpo1iwSjc3JyMHv2bEybNu2NBKNXrFiBXr16qYwddO7cGZ06dcLevXuV8kzTkLcz8vPzcezYMQX7+s8//2ywPf7+/mQ8yczMhLu7O2N/bm4uZs+ezViA6tatGx48eAAOhwOpVIpVq1ahrKwMd+/eZQSju3TpggMHDmDlypUKNCGxsbFITEzEwoUL663s8/PzQ48ePUBRFDp27Ag7OzvGfi8vL4bAIf1M2Gw2Vq9ejYcPH8LPzw/jxo3D6tWrQVEU7t69i2PHjiEoKEjjwWg6diAfjH769Cm8vLwapFRrbbR4dCItLQ3Tp09XWIloi3j+/DmmTp2qsDII1Cpqx8TEYM2aNQxF2bpYtmwZWX2koaqE0NLSErt37yYCDUeOHGEEGaVSKZ4/f96MO6ofd+7cUbjX3r1713t/TYGLiws+++wzALWrZh9//LFaonX/VZiZmSEwMBAlJSU4d+4cAgMDoa+vTyYzPp+PkJAQtVeBBw0ahNmzZwOo7Xfnzp1rsQyytgLaYPH29oajoyOMjIzaZVl+QEAA7OzsVGZFnDlzpt7FlYKCAkgkkma3o7KyEpcvX2aUTWprayMkJKRJ1Rtv8ebx119/IS0tDffv3281kYo3iZqaGnz++eeIiopqt4FoeahyxoyNjbF9+3ZcuHABYWFhKn9va2uL7777Tun3e/jwYbJYSTsXeXl5ajmAGzduJKWyAQEBWL58Od5//33069cPH3/8cYsawfHx8Zg0aRI8PT3RsWPHegMjjXVmS0tLcfLkSVAUBRaLhb59+zaJ/7EhtAcnG6jl7PTy8sL169c1xh1bXV2NTz/9FFwuF9OnTwdFUaipqcGVK1c0Jn6pp6eH/v37o2/fvkRc09DQkNCviMVifPrpp5BIJBqZO1sDpqamCAoKQllZmcoF919++YVkq61fv55wnN+8eROTJk1CcHAwpkyZAgC4fPkytm/f3iptby/9vT3hgw8+gLe3NwDgypUr2LZtm8Ixmnru9Hl0dXXx559/4tq1a/j1118b/F2/fv2wYMEC/PDDDwztGIqi8OWXX8LJyQlALT2dOm2dMWMGoZ+kfVhlv/vjjz9w5coVkuX7puHt7Y0PPvgAGzZsIGLrt2/fxqRJk3Dv3r0mnVMikWDlypWgKEphDMvLy8ONGzcgk8kgFovRq1eveqs/IiMjyfjeoUMHRqV3fWCxWPjyyy8JfePff/9NtL8MDQ0RHByssWrViIgIrFu3Dnfv3tXI+TSFiIgITJo0qc21y9/fHytWrIC/v3+939bFixexY8cOTJs2DZ6envWes6amBitXrkRCQoJK+3r27NkIDAzExx9/zKDq0NPTw48//ggXF5dGj0sZGRmYMWMGCUYnJSVBIpFg2rRpCA0Nxbhx4/DDDz+AzWYraH7Ubf/58+cZ9rBYLFawIZWJxGpra2PAgAEwNzdX2n6JRILVq1fj7t27qKmpwbFjx0hMVFM+el3Ixw4oioJMJsP333/foIAhi8VC//79kZGRgevXr7daZViLB6OLi4tx7Nixlr6MRlBYWKjSkIuNjcWzZ88wb948cLlcGBsbk1T93Nxc0pl8fX0xfPhw5ObmMjKT2Gw2zMzMGBwsenp6GDt2LIDazrpp0ybcuHGjBe+QCVq5Vx51BRLqZtbweDzo6emhvLxcbYfewMAAAQEBYLFYKCkpgZ2dHSQSSZMyt9ozuFwuTE1NUVpaqkCNwefzySBIl79VV1fj2bNnsLe3BwAibqGlpUXELVQFpI2MjMhqmIuLC4YMGQKgduA7cOAAxGKxwrttq05BU9qlp6cHZ2dnhISEkNVVDocDPT09VFZWKmQ7NUY0oLFoSnYal8uFQCCAvb09HBwcANRSbNAlQMbGxsjKykJkZKRS4UhVoCmUaEEIuiRHmVCMWCwmZb1isRhPnjwhAQEtLS0YGRmRMaC5opBv0foYMmQIEhMT1c5kao/vk8ViQUdHB9XV1Xj16hXOnDlDKGvaKyorK5GRkaH0XRgZGUFbWxujR49Gfn5+vcFobW1t+Pv7M+YQeo5KS0sjDpRQKER6ejooiiK8lfTYID9v0ee5f/8+7t+/D6A2uDh+/HjY2dmBy+W2SHWGUCiErq4ugFo76sKFCxCLxRovwa6uriYVcxRFwd7evsFriEQiFBUVoaKiglTKaQrqjLkt+b0aGhqiR48e5Nk3F8XFxcjNzcWZM2dgZmaGZcuWkSAxvYDUGDohZXM6LfhrYGCAjh07Kq0MlEqluHz5cvNvqAVACzrJo7y8nGEz0naiPAQCAaZNm0a+X3k/JzU1FampqRg0aBB69+4NAC0uhgrUUgJlZWXB1NT0bdWWhkDbZQMGDMCAAQOQm5vLEB8Xi8XIyspCcXGxxudzPp+P4cOHg81m49ChQ0qDGDRXMlCbdRkaGopTp04hNzcX5eXlkMlkYLPZ6NWrF7y9vYm9SVPu0fO5PD0UDXd3d0yYMIH445mZmTAwMCDVg5WVlSgsLMTDhw9x//79VhXrrA9GRkbo1asXw46nq5dVgY4nVFRUKE2yoWmR6qK8vBz5+flISEgg76dudmddZGRkkOdfVVUFa2trVFZWgs1mw9TUFIaGhkp/R1EUgoODGec5c+YMgFr/pUePHvUGB+n7kO+jOjo6DHtFIpEgNzcXsbGxjfKDWhosFgtmZmaQSCS4ffu2WrEOmUyGgoICkvCjq6vbYpXrxsbG6NWrF4yMjJTqKonFYuTm5iIqKgpHjhzB/PnzFSgp6qK6uhqZmZn1ZlB7eHhg9OjR+OabbxjBaC6XCy8vL3Tq1AlA7TiRnZ2tVoyptLRUocobAI4dO4bu3bsjNDQUAwcOhEgkQlZWlkpaUqlUSrSYGgMtLS0YGhrCyclJKdVVaWkpCgsLceHCBcIZnZCQoDBPCwQC6OrqoqKiAhKJhASQGy0EyOFAS0sL9vb26NixI3JyciCTySCVSnHp0iVCF6MKFEWhc+fO4PP5ZNGqNfDWAmgEKioqMGrUKISEhOCvv/7CF198gXnz5qFfv34MbuuCggJiCNCwsbHBP//8o3Lgbquo+yF4eHige/fuOHDggNo8y3fu3CElKEKhEMeOHUN8fDxmzJih8fa2ZTg5OeHcuXP47bff8MsvvzD2+fv7k0yGhiboyspK7Nu3D05OThgxYoTSY9avX4+BAwcCABITE0lQQiqVkkBsewkeaqpdnTt3xsKFC5UGpFryvptybkdHRwwZMoRhdE+YMIEsKiQnJ2PAgAFqCRLQEIvFOHToEDp27IiJEyeCoijweDxMnjxZqbDG06dPcerUKaXnGjx4MLp06ULa11xRyLdofYSFhTWqBL09vk9adO7XX3/F5MmT20w2VHNw7do1hfJFGjt27FA5J9TF8+fP4efnx3ivrq6uOHfuHJYsWYJZs2YBqHWs6hrZKSkpOHr0KAIDA+Hq6gqgVjxr586djOMuXLhAFrilUmmLVKe8//77hL6IbpcykUFNQiKRYObMmWqVeVdWVhLubE1CnTG3rc7pyrBu3TqsX78eRUVFSElJgYeHB9asWYM5c+ZgypQpeP78uVKnUxWU3ffw4cNRU1ODwMBAzJo1C6tXr9bkLbQoaFFi+nsDarO59u3bRwIK9XHkygt7Kqu4fO+99xh8mS2Nr7/+Gtu2bcM///zzn6jMaQ0MGzYMf/75J4RCIbKystCvXz/GGJWamoqAgAAiPtsS6NevH2JiYpTumzlzJs6fP8/Y9ueffyInJwd79uwhAeLIyEhcvnwZe/fuZdgolpaWmDJlCoKCghQSp4D/89HpxZRff/0V06dPB1A7b86cORNr167F+++/j+Dg4DYhWk/P543R7unQoQOuXLmCgwcPqk1/KpFIcOTIEZibmzc5wHThwgW8//77KCkpgbm5Of755x+SINMQ3N3dSZY0i8VSmgBTF/LjGZ/Px9SpUxkxlNevX2PgwIEtri/QWBgaGuLSpUsk83vu3Lk4ffp0vb+RyWRYsGABbt26BQB455131KK2agouXboEd3d3bN26lcQd5JGeno7+/fu32vfx+vVrDBo0CGPGjMHWrVvxySef4NixY0oD5U3Fw4cPMXLkSI3boIMGDYKjo6PSBTKglqZn1apVDfoePj4+mDdvHvbu3Uv8+qbGDoYOHQo+n4/MzEz069eP3HNbrg5/G4xuBGQyGV6/fk1eaFxcHGJiYhjZGjdv3kRBQQEyMjIYL15LS0thlae4uBinT59GTU0NpFIpsrOzYWBggBEjRoDNZkMqlbYIpUKnTp0QGBiIa9eukUHcyMgIHTp0aFBMgMvlgs1mo1u3btDT08OzZ88anNhqamrIPYjFYhgYGDRZ8KA9gqIoDB06FF5eXjA3N4e2tjYoioKjoyNZ5bWxsVHg/63PkaysrFSgTJg8eTIxaHr06AGhUIgnT54gPz9frexHdQc+TTm46p6nOdd69eoVOBwOunbtCh6PBw6H0+jV+DcBDoej0B/kBToKCgpQUFDAKF02MjLCsGHDlN5fVFQU4uPjUVVVhfz8fMTExMDPzw8uLi6M7BF5mJubw83NDSkpKaiqqoKzszPpc2ZmZiS7ujFoC8/2LWqhaW7HNwFl/cnc3JyU6dJ9WyQSNWrhpq3AysoKAwcOREREBCmVtbCwQL9+/QDUzgOnTp0iNggtcAoA4eHh9Z5bIpEoPJMXL15g9+7d8Pb2Vurs0zA1NYWbmxssLS3J2NGlSxfMmjULt27dIsLO1dXVjHmqJZCYmIgLFy5g5MiRJDO8NWBmZgaRSKSWDcTlcuHq6oqMjIxW7YctMadzuVx07doVtra2AIABAwZAIBDg1KlThHJOHUilUpw6dYqU6N+9e5c8G4lEgvz8fFy7dg0CgQAjR44kfQ74v0qdhq7H4/HQtWtXsNlsyGQyREdHIy0tDdnZ2bh3757C4omqIFpjYWdnh+DgYNy4cYNkinXu3Bl9+vTB1atXlVYl1gdXV1d4e3ujc+fOhFcyMzMTmZmZ4HA4aokPyvspNjY2qKmpwZMnT0iwjxZpai24uLjAw8MDWlpaKCoqYmTUqVpse4v6wefzYWJign/++QcxMTHIzMxkzPMcDgfW1tYay7hMT0/H5cuXERAQgK5duwIAsrOz8c8//yg9Xj4wXlBQgNjYWAC1Gbu0gClNzVNWVob8/HyIxWJQFIUuXbrAxMQElZWVSEtLA0VRqKyshI6ODhwcHGBqakp8dHoOlO/zFhYWGD58OLp16wZra2tMnjwZMTExDWYKtjREIpFKHz84OBgmJiY4deoUYx4tLy/HxYsXlVKKKoOFhQWsrKxAUVSz5mNtbW3Y2NigY8eO6NSpE6ytrZGZmYmjR49iwIABZE4AaueUCxcukHdeUlLSKB9XHjY2NjAyMsKlS5dgY2ND7B+pVIrCwsJGBfJbAywWC0ZGRqRP8vl8wt/bu3dvkrkeHR3NyNAvLi4mfUHetzM2NsaMGTMgFoshkUhw9uzZZlWW033u0qVLePnypcLiI20blpWVKbyf+Ph4PHjwgLHNzc0N3bt3b/C6d+/eBYvFUnhfMpkMhYWFiIuLw65du/Dw4UONVM4/fPiQzPEvXrxAbm4uEfMcMWIEScK6d+9evTpxdCWVsqQtPp9fL2VqRUWFWjG8+Ph4HDlyBPfu3WM8Hzabja5du6oMdgO1SRh04D4/P59Q4eXn5yMrK0ulr0dRFAYPHgwvL68G4yItjbfB6CZCJpNh165dClxcygQN6/6ORk5ODhYvXszgUHR2dsbmzZuhra0NkUiEPn36aDwY7efnhx07dmDChAkkGN2xY0eMHDlSpVMlX/JIURSCgoKQmZmJ58+ftyu18TcBNpuNzz//HH5+fmQbi8VS4MyqW1YqPwmomrTp3xgZGWH9+vWMfa9fv8a5c+c0EgyQv7467Wrp86h7nZiYGDx58qRe3uWmtIverk67WysA26FDB2zZskXppPXpp58SoZf8/HycOnUK/fv3Jxx7ymBlZYVRo0bh2LFjKCoqIlnZABocJ4D/e46qKFDkn6Gy/fLHvEXLoqHxBWg4sNUS76op53R0dGSUh7ZnODs7Y/v27Vi8eDEJRnt4eGDHjh2gKArZ2dm4ceMGcbrVEYmpDykpKViwYAG+/vprEvhT9q2bmZlh1KhRjG3u7u7YuXMnZsyYQYLRrYFDhw7hzJkz8Pb2VpoR3Zx+qeq3LBYLgYGByMzMxIsXLxrk/DM1NcWoUaNw/vx5EnBtztypCTR1LhYIBBg8eDAJ+q9YsQIjRozAlStXGpV5IxaLG8xM3r9/P86cOQM/Pz906tQJI0eOBFDr4KWmpjYYjNbW1sbQoUMhEAgglUoxcOBAUr5+8eJFlSJuzYW3tzd27NiByZMnkyBr7969sWPHDowePbrRwehRo0aRZ0V/jwkJCbh9+3aT7CgvLy907doVKSkpb0ygcfbs2Zg3bx6A2nuRr8J6G4xuHjZs2ICTJ08qbNfV1cWwYcNU2sKqqH8A5fP/o0ePMGfOHISFhcHR0RFAbeIDzcVeH1JSUlRW3tUF7XNaW1tDJpMhKSkJ8fHxKCkpgYmJCUaNGoXOnTsrzFXybfbw8CCBKZlMht9++w0HDhx448Ho+rBkyRL4+Pjg6tWrDD8uNzeXVAOpAycnJwQGBjK2NWTbKesLNjY2sLGxwYQJEwin982bNzF//nycOXOGBKNpWoAff/wR169fB1A7/vXv35/hF6jyoer2OVdXV3Tu3Bnu7u5wdXUlwei2DvlnbGhoiPXr15MA9e+//060NRqCnZ0diS1VV1fD399fI8FaeY0ydXHhwgV89NFHjG2rVq2Ck5NTg7Gg/fv3Y//+/Sr3R0ZGEioLZaDjT+ri1KlTSscYPp+P7777jgTQly9fXm8wmvaFm2J/qfubo0ePKqUJ5vP5sLGxIX69smf84MEDPHr0qNFtY7FY+PTTT0mVjDrxP2X7NGGX/uuD0V999RUhXv/777+VCjk0FtHR0Rg5cqRSFV9VyMvLw5QpUxjOUnl5OXEiKYrCd999h4CAgHpXQHg8Hn755ReUlZXhs88+a1Yg+JNPPkFoaCjOnz9PMitUdar2wC3c1vHixQt8+OGHYLFYmDRpksIqW33PVdm+1NRUHDx4EL1790aHDh003dwGr1/f9pY+T1Ov09jjG9qu6cxuLS0tDB48GGZmZmr/hsVi4YcffkDXrl1x4sQJxphQUFCAy5cvK+WR3LJlC27fvo1169bVK1oaEBAABwcHnD9/nhjEjXleqsYOdZ7h27GmddDU75KiKISEhKCgoAAfffQRpk6digkTJgCodZiU8RZqol0N7ZdIJPjwww8JB1x7EFCuD0uXLkXfvn2xYsUKxnaBQIAxY8aQEsA+ffooZCetXr0aUVFRCue0s7PDL7/8otTeoLPcgNpA0WeffQaJRAItLS389ttvsLGxUdnW9957DwMHDsTy5cs1WmbZVDRnDGnu+CMQCPDrr7/C3d0dFEXBy8sLdnZ2uHDhQqMF+VprjlT3OlevXsXvv/8OoDY4rAmBQT6fj19//RWvX7/GF198AZlMhvLycsyfP58Ev99991307dsXo0ePbjCQyuVyG03ZwuFw8NNPPxGtBlWoqKjAihUr1KJqaSrs7e3x888/M/g6CwoKcOXKFeTm5iq8q8baGmPHjsWzZ880LrDF4/Hw66+/KuWjffDgQbuiR2mP+PzzzzFp0iRcuHCBEcTk8XjgcrlNtt9oiMVinDlzhgRwNmzYQII+zfke5K9lYGCAiRMnQiqVgqIoIhZLH8NmszF06FCw2WxQFIXo6GgkJyfj559/JhQQPXv2VHqdoqIiLF++vEkBnNbEmjVrYGBgoDLzd8SIEViwYAFj2+PHjxmCkABgYmLS6LGivv23b99GREQEzp8/r5Ty58yZMwgLC1OIkahr/9PbLCws0Ldv32ZRi7QEXF1d8c033zDafu/ePXz77beM427duoUff/wR0dHRDdKSUBSFb7/9FjExMXj//fdVHsfhcPD777/j3r17+OSTT96oGHenTp3w888/4+HDhxg7dixDa2DWrFkYNmwY3n///UYvvqqCubk5Dh48SDSvvvjiC4W+3hBmzZqF0NBQhp28YMECQmtK4969eySpQk9Pr8n21+jRoxn2NAAcPHgQBw4cUOv3XC4XI0aMIDGedevW4cqVK4xj1KXMXb16NaHMPXnyJLZv346PP/4YRkZGCsfq6uqiW7duDS4AaMoubRfBaBMTE0LrUF5ejpycnAZ/o6enB1NTU/Tt2xdBQUEAmDxpPB4PVlZWKC4ubrTDlJeXp9aKlq6uLszMzJCdnY2KigpcunRJ5bEURcHf35+0VRkMDQ1hYWFB+KjlswobC9ox6tKlC1JSUpQKw8ivhihb/WCz2TA0NER5ebnaHHNSqZSUSf7XUF5eTvizXVxcmnwe+r2UlZXh2bNnDA5Ben95eTkRKWkOGlr1kt/fmGzhloZ8G2iuUhaLBV1dXejo6EBfXx8lJSVqP5/Wuic2m43OnTtDKpUqZBcKhUKYmJggOzsbr169gkwmg76+PszMzNCvXz/Y2Nhg27ZtjCy9rKwsREREkECBUCgk5TjPnz9HamoqFi9eDKDW8FN2j5aWltDV1QWHw2lSln1Tnl1b6EP/dij7dhsDgUAAHR0ddOrUCdra2qTfcblcWFtbQ1tbG0ZGRmR+UHX+utduarvYbDb09PRIFuTt27cVygnbK1xcXGBjYwMtLS2Ul5fj5cuX0NHRgVgshr29PSnDo+d0oVAIFosFmUyGEydOEBunuLiYZOby+Xw4OTnBwsJCqTFKo7CwEGfPnoVEIoGurq6CwyWRSJCRkUGyVIVCIRwdHVtclIzP55PSYy0tLQXqKmVoSaFaZWCz2ejbty/JIjM3N4e+vr5CgLQ129WUOV0kEqGsrIy0n8Vi4dWrV2pndqkLiqoVzykrK0OnTp2Ql5eHkpISXLt2jRwTGBgIBwcHdOjQQWUfk8lkyMnJQXl5ORFwk8lkSu1cug/Rui8URaFTp05wd3cn+5ShtLSUZJbVtWdp4Ur5EuzS0lK8fPlSbXokKysrdO/eHcOGDQOfz4dMJkNpaSny8vLw9OnTZtt2tK0hEonw5MkTlJWVkW9YT0+P2BqNEY2UP3dgYKDSYCBtf+Tl5SE5ORlCoVAjCxn/dXTq1IkkMXTr1g2mpqZITk5uls2maqyQSCRISUkh30xWVhZ5h/Lvks1mw9ramvGd1tTUMDSWVIHP56NLly5K2wXUJmF07NiR7MvNzUVRUREmTZrE4BUuKChASUkJI2iXn5/PoLRqq1C2iCwPe3t7DB8+HEDtOykpKQGPx1PbH2+qnU0Lwd25cwdVVVUwNDREdXU1sTNevHiBiIgIACDvoj4qA2UQCoUwMzODo6Mj8vPzkZ6eDrFYjIqKChL0LCwsbLXKDiMjI5JA1rNnTwwbNowRYNbS0iIBRiMjI3A4HGRmZpI5kubFLy0tRW5urtJ5wM7ODiUlJaAoCkVFRcQH5PP5sLa2BkVRZGylKW00BTpepYzmLCsri7RFnmZMX18fQ4cORVpaGpKSklBVVUXsMkdHR3Tr1q3e5EoaLBYLNjY2qKqqUspTLT+fd+nSBfr6+jAyMsK6desafZ9mZmYK7XJ2doazszPjOIFAABMTEwC1Y1bdOYrH40FHRwc8Ho+Maaoq5Gj7jwZNtaUKAoEAlpaWoCgKurq66NKlC0xNTZGVlYXc3FxSJamjowNzc3O1FiQoioKdnR1py507dxj/1oWFhQVMTU0VRENpaNpHbxfB6JUrV2LmzJkAalfcaEGC+jB27FisW7dOJX+gg4MDrl69io0bNyo4V5rCkCFDsGXLFkyfPp2oyDYHS5cuxf/+9z/o6uq2CrF8Q9nQpqammD9/Pm7evEkmnoZQUlKC4cOHN1jW+m+EiYkJ5s2b1+wPWJ3fX7hwAc+ePWuUYrSywaUxq+eNyRZuDJoy6MkfX1VVRQQfR40ahQEDBsDb2xs7d+5U2zFs7cDo6dOnFcrw5syZg59//hmLFy/G1atXUVFRgWXLluHbb7+Fjo6OUsPa3Nwc8+fPx/Xr1/HgwQOEhoaSCfby5cuIiorCyJEjMWTIEBw6dKhF7qUlS5veoulobrWLu7s7AgMDwePxYGxsjPv372Pt2rXw9/fHP//8g27dumH+/Pm4cuVKvU5VfWNOY9plZGSEGTNmkGD0vxXXrl2Dp6cnRowYge7duzPG+MuXLyMyMhKzZ88mBuQff/xBgkxhYWH45JNPANQuRvn7++ODDz5ollBOaWkphg8fjrS0NLJNKpUy6MdaAm5ubjh79izYbDbEYjGOHj3aYOlqWx1XWqpdmprTX7x4gZMnT2Lnzp0YO3ZsvZRXzUFVVRXGjx+PPn36IDIyEh999JFCNeNXX32FsLAw3Lp1q17xrHfffRcXLlwgf9OL9PJgs9nYsWMHtLW1ERISgurqatTU1GDq1Knw8/PD+fPnVQa8dXV1cerUKZw/fx4TJ05k7Hv58iXCwsIYC8qnT5/G1atX1Qq80u0KCAggz1oqleL48ePIzMzUSJYg/W4dHR1hb2+PY8eOkUqSCRMm4Oeff8b48eNV8v82F9988w3Wr1+P2bNnQ1dXt0Wu8V9CVFQU6SuXLl3CkydPGmX/y6MhW77udlU+urGxMa5cucIIvrx69arepCt12qVqX01NDQ4dOsQ4rrKyEjt37mRworfG/NTaKCwsxO7duxslPtqceUdXVxezZs1i0AbRQTKRSISFCxcyjm8MJy2Xy0VoaCjpNz/88AO2b9+O0tJS5OTkkGr31nyP7733HpYtWwYASgPBgYGBxM6lE5+U4dSpU1i6dKnCPCCTybBo0SJcu3YNVVVV2LVrF/HJXFxccPnyZbUCu03FyJEjsXHjRujo6DBsOZlMhsWLF5N5UNni1sKFCzF58mSEhIRAIBDg7Nmz+Pnnn9GrVy+13o+hoSEuXLiAe/fuYfbs2UqPkZ/P586di59++qkpt4n169djz549uHbtGrp166byuKCgIEJfkZSUhL///pux39HREcOGDQOXy0V6ejqCgoLUpilr6Bv18vLC33//DRaLRQLSV65cwcSJExkxi/79+2P37t2YN28ejh07Vu85ZTIZlixZQhIhGlqkzMnJwdatW9G3b1/4+/sr7Ne0zdougtFaWlpkRUpZcNnR0RH9+/fHhQsXCD/b8+fPsX//fgwfPlwphQGbzYa+vr5awh9NRXJyMg4cONDkEgUWi8Xg4eHxeEhKSkJCQgLi4+PJdi6Xi/Hjx6O0tFTtoLdMJsOLFy+QmZnZ5JVFFosFgUAAOzs7iMVidO/eHUVFRfj777/rNZbbmthAS8LNzQ29e/eGubk5KIqCQCDQeCD+0qVLuHHjBoDajIjg4GCIRKJGG6L/ZkddJBKRgAyXy4Wuri7c3NyQlZXFEM5506ioqMDOnTtx//59hYktMjISmzZtIllMQO2KuVAoRFJSklInlf5GO3bsSDKp6TGPNg7LysqQkJCAP//8k/TR0NDQRjmIbzOZ/93Izs5mGKhAbVYO3ZdYLBb09fXh6+uLkpISXLhwAU+fPsXIkSORkZGB+/fvA6jlNR8+fDhSUlKalZXE5/PRvXt3hoOjp6cHLS0tEpwcP3487OzscOLECbWD00FBQYRHLjk5mRHMepNISUlBamoqnJycYG5uDqA2e0J+jJfJZEhMTASbzca0adOgpaUFiqIYokE+Pj5YtGgRTp06hczMTJSUlDAM49zcXBw/fpyIvIwbN67BtslkMpSUlLS6UndeXh6hqXJ2doaTkxMyMzOJQ9wa0NHRgaenJ9LT05GZmcnYFxAQAB8fH0aWHlA77rq4uBDNjZZEc8fkmpoaPH78GKmpqaiursaVK1dI9puqjJrmoqysDC9evMCBAwfw9OlT8Hg8TJgwgWhgVFZWIjc3F7t27YKnpycGDRqES5cuKTzLhIQEtfqkjo4OOnbsiIULF+LOnTuIjIwkbdi0aZPSIErv3r3Ro0cPJCcno7y8HN7e3oz9FhYWqKqqQseOHRUCCA4ODmCz2Th8+DC6dOlCuFyLiopw5MgRUoJ86dIlFBcXY+zYscjNzcWrV69QVFTUKJFIdcBms8FisTBs2DDioPbp0wcGBgYYPXo0zM3NcfTo0Qava2ZmhjFjxoDFYpEFSmXo0KEDlixZgmvXrhFx5JYMsvxXYGBggIKCAjx+/Bi5ublNDkQ3Bra2tli8eDE8PT2Jj+7s7Eyq7YRCIczNzRmC9RKJBHPnzm2xBWP5+05OTkZmZiby8vLIPNe/f3/Y2tri8OHD7V7EOS4uDps2bcLIkSNJ5WJrJXpRFMX4biUSCePajY2t6OrqomvXrqAoChwOB/r6+sjJycHp06cRGRlJFhPEYnGr2hoWFhYYPXo0/Pz8SB9PT0/Hnj17EBgYSDJquVyuUoE7GuXl5di5cyfi4+MV2h8fH6/g28n78MnJyQgLC4O/v7/CXKMp8Hg86Ovr49y5c4iKimIEK/v16wcdHR0cPXpUabwoPj4ed+7cQWFhIbhcLg4ePIjo6Gi1RXGrq6tx4sQJpVojSUlJ2LRpE2M+p33h9PT0Rt9nVVUVCgsLsX//fgY9JW1n0OKu8hRf5ubm8PLyYpyH5nE+f/48oqKikJeX16QqImWg+7+87aGs33O5XKWVdqrQmPFOJpOhuroaKSkp4PP5GD9+PLhcbotRHraLYDRNhk//Xx4URcHX1xcbN27E2LFjSWApPDwc4eHhsLe3J/yGdUX4pFJpi/IQPXjwQGmZsDJ6DXoFhAa9v1evXrC3twdQuwp4+vRpbN26lZEZzefzsWrVKqSkpODs2bNq31N0dHS9pO10OxpyaLp27Yru3btj3rx5ePbsGU6fPg2JRNIsGpF/C0JCQrBmzRpQFKU2r4+6oJ/ttm3bCCfwrFmz0LdvX41e598IgUCAkJAQxMbGtqlgdHFxMdasWaN00rh9+zZu375N/panIblz5069i17dunUjq8DKxtCEhAS88847AGqzWUJCQhhBrIa+Y2VjxNsA9b8HycnJCmJfbm5uDIeSoiiMGjUKISEh8PPzg7GxMUaMGIGEhAScO3cOADBo0CAMHjwYZ8+eRV5enkL/UHe+oDMZlQUxZDIZOBwOPv74Y9y/fx9nzpxR6pgru9aUKVMIB+PJkydx8eLFNzqH0deOj49HdHS0QoZC3W8sKioKpaWlqK6uJu9GnvMtODgYgYGBSExMVAieAkBaWhqWL1+Ompoa8Pl8Irpb1zaRf+9vKgv95cuXeOedd/DTTz/BxcUFgYGBePnyZasGo+ky1evXryvM72PHjsUHH3wAoPaZ0e+Spu54+vRpiwejm4uamhpcvXqVJBDs2LEDO3bsaPHrPn36lGSh6evrY/Xq1UhMTMSFCxdINtznn3+OCRMmICQkBNu3b8fhw4ebdC2ZTAYrKyv8/vvv+Oabb4iAUnJyMoOjXX4cWLduHbp06YLr16/j9evXGDZsmNJz0/yM8pg4cSIEAgHOnTuHwMBAIjqalJSEM2fOoLS0FFKpFL/++itcXV0xfPhwPH36lCQctAQoisKCBQsItyU9ZrzzzjsYOHAgTp8+3WAw2t7eHuvWrWNwEisbO7t3744NGzZg/vz5RED9LZoPmUyG9PR0Mteqc3xz7bMePXpgypQpxNeTyWRwcXHBhg0byDF1r2FsbIyffvoJUVFRGqkYrg/0vCnfllmzZmHAgAG4cOFCuw9GX79+HTdv3oSTk5MCFUB7g6GhIYYOHUroxWQyGSIiIrBs2bI3aoN16tQJ69atA4fDIbZOYmIili1bhg0bNijQO8jbQ/LtLioqwscff0z+lv8ubt26hVu3bjG2y/82PT0dK1aswJdffsnICtckaLtu06ZNDPotNpuNFStWwMrKCqdOnWIEo+nfnDlzBl9//TXZvnz58kZdm57PleHevXu4d+8eY5v882oKRCKRAiOCUChEUFAQ9PT0FPi9LSwsMGTIEPI3PT/KZDKEhYWpLcSqacjblS2FJ0+eID09Hd999x10dXXx7NmzFrH520Uw+vfff8eRI0cAgBGENTQ0RFhYWL2D8GeffYZffvkFQK2jxWKx8PPPP8PCwgLjxo0jZWmthaFDh+Ldd9/FZ599RgLVY8aMwdKlSxk8wo8ePUJ0dDSDn+dNoKnGyqJFizB06FAsWbKkSatX/xYcPnwYDx8+xG+//VbvqmlTkJKSgps3bzK+iRcvXmDfvn3/SU7u9o4+ffpAS0tLLfoQW1tb/PnnnxCLxdi/f3+jaHtycnJw6dIldOrUCXPnzsWwYcOgp6dH9nO5XJiamiItLY04wBKJpNGrvm8D0f9uHDhwgBiJ3bp1w++//w4OhwM+n48tW7aAy+UqGHWRkZEYNGgQyYrevHkzqqqqSD+rqqrC6dOnG+xrXC4XJ0+eVCoKM2XKFMyZMwdA7ULpuXPnlBpPmzZtwvHjx1VeIyAgAJcuXcKaNWuaLcTYVGRlZWHv3r0q7QBl31heXh7JYgCA77//Hj4+Pk1ug7OzMy5cuIBNmzbh5MmTmDNnDqNCTSwWq6Xj0VIICwvD9evXSVDvTWDGjBkKzpQ832lMTAw+/vhjyGQy6OrqYtOmTbCxscH06dMRHh7OEP5pKwgICIChoSF2797dJqrZfH19cfHiRfz8889kYezGjRsYOHBgk4XIJBIJ3nvvPXh6euKPP/5g7HNycsJvv/0GNpuN6upqLFmyhFSHbNy4EWfPnoW7u3ujuVCB2kyrY8eOwcLCgmyztbXF33//jUOHDiEsLAxArT03fPhwdOzYUakYoKYgk8nw1VdfkXFmxIgRCmKpDSExMRFDhw6Fp6enQoBGGUxNTREaGspY9H6LpmPv3r2Noixojn3G4XAwfPhwhtB2aWkpFi1axLBFjYyMsHnz5no1CVoLAQEBWL16NUMM9N8Auori+fPn/xr6y6qqKixZsgQPHz584wltjx8/xpAhQxjfS2Fhocp2/fzzz0QfrD676OuvvyaL/cpw6NAhBYqqvXv3Ijw8HEBt4pImg4KXLl3CoEGDGIKA9Dzg7u6u9F6eP3+OYcOGEV2G9ozy8nKSzPftt98y3vfNmzfxzTffAKhdTAsLC9N4PKcpuHXrVrPsH3Uwd+5cTJ06FR07dgSbzcbUqVMRGRmJpKQkjV6nXQSjk5KSlN44n89Hnz59YGFhoXJgiI2NJf83NDSEk5MTevfuDT6fjxs3bjSKX6k54HA4sLe3h6enJwYMGIDDhw8Tw8HLywv9+/cHUOvYFRUVISMjQ+0PnBY7q49LzsrKipRK6erqIikpqUUcDG1tbXTr1g2+vr7o168fevbsCYqiNKam2t6QmpqK9PR0kgGiyYm1vLycZPWyWCwyODY107etZrK21XZpCjwejwiOqVNaaWtrCycnJ7i4uODJkyeNVhMWi8UoLS2FUCiEg4MDgoKClDoL8v3rLf7b0NLSIlzjNKRSKRnbcnNzkZiYSHjl6FK3pKQkBo9vYWEhCezq6+ujoqICHA6HnLukpASvXr1qcG6iA610MDo1NZUEsH19fclx+vr66NevH3JzcxUCuspoaLKzsxnVQrQQo6ZB01spG9fKy8vJvfB4PCQnJ6s9/gmFQujo6ODWrVtkromJiYGxsTExJtWFTCZDcnIyEXvW1dWFRCJpMXoGdUFRlAL9QVZWVqsJGcmDzWbDwMAAzs7OpHy2oqICqampqKioIH0pNjYWV69eJVRJlZWVsLS0RKdOnRAeHo6CggIYGBg06v2og6bMndXV1SgpKYGenh46deqEbt26gc1mK82kbw1IJBK8ePECTk5O6N+/P/bv30/25ebmNnuhKCoqCuXl5UhMTEReXh7ZTo8dXC4XFRUVsLGxIYvEhYWFKCsrQ48ePRodjC4pKUFJSQksLCzIOAnU0oUEBwcjJSUFN27cIGNaXFwcGS9aEg8fPiQluCYmJhg4cCCAWntSPuhhZ2fHuGeZTEb6e1xcHHR0dNQKMNP0YW+hGbSWraajowOhUAg7OztGQKampga3b99m+HomJiZ4/Pgxmd9tbGwgEAiQnJyM5ORk5OXlQV9fv8U46PX09GBkZISioiJoaWnB2toaRUVFyM/PfyPzhaYhEAigp6eH/Pz8dk91U1NTg/z8fOjq6pJqz5aiBGgMiouLVfLmZ2dn48mTJ7C3tyd9OCEhQa05yc3NDQMGDFC5PyUlhVTCVlVVITU1lXw3LYGsrCxS3cXlcmFvb8+ITSkLRpeVlTHEhdszJBIJIiIiwOFwkJiYyLCbYmJiyDu1srJqFQokdZCXl9diiTK0zeHr64vg4GCyvVOnTsjIyEBeXh5ev36tsQWRdhGM1hSmTJmCtWvXQiAQ4PHjx616bQsLC1y9epWsJP/xxx9kFVNeIKWwsBC7du1qlAJyRUUFxo8fX2+n+PrrrzFp0iQAwLFjx+Dl5YVRo0aRsjxNwc3NDffu3QOPxwOHw8HRo0dx+fJljBkz5o2vcL4pyGQy/P3337C1tW2xkmYdHR3MmDHjrRBMO0SnTp0wZswYzJ07F8eOHas3K5SiKGzcuBFubm7466+/mrSYZmVlhfnz52s88PEW/1707NmTcCnT6NWrF/z9/TFgwADExsaqzPJQZbgVFxdj+PDhGDlyJPbs2QOg1rj//fffGwxGd+jQATdu3ICenh4kEgmGDh1KMkaUYdOmTfjxxx8bbNd3332HtWvXMrY1Zi5WF927d8eVK1eUOuFXrlwhHNvKMr9VgaIohISEwNvbG9u3byfjyIoVK+Do6Ijbt28zuDsbgkgkwuTJk0kb2ooBzuPxsH//fkYlGVC7YNLai2cmJiaYOXMm4z0+fPgQgwcPZgQ76qOEu379Oo4dO4Z58+YxKlTeFNLS0nD48GF4e3vD19cX586dw9GjR4lAWWujrKwMo0ePxtChQ0mFpKbx9OlTBAQEqKSi4HA4CA0NVahAUperUR6XLl1CaWkptm3bhmnTpmHdunWM/dOmTcPYsWMxePBgvHz5ErNmzWr1QNOxY8dw+vRpALX2Kz2WsFgsbN26FQEBAeRYkUiE/v37IycnBzNmzGjSM3mL9gOat1ad91xQUIBBgwaRsvaDBw/C1dUV/fv3R35+PiQSCSZNmoTOnTu3SFv79OkDDw8PbN++HdevXye8rzKZrNUS0VoSPXv2REhIiEqR1faEnJwcbNu2Df3792832etr167F9u3bER4ervGFtRkzZmDy5MkAam0KWguqNWBtbY1r166p5P3/NyM8PFyBl/vfUnHQGDg7O+Py5ctKk3H8/f3h7u6OHTt2EA2R5qLdjmDDhg2Dj48PYwV+9OjRsLW1xcOHD2FsbIzOnTvj6NGjJMOYw+GQ401NTfHee+/h1q1bDB5WTcLJyYlwyRkYGMDY2JgYlfLk/pmZmcSJKisrY/A9qouGyprp6+7evRu3b99GRUVFi3xgbDab8U60tbVbVCSyrcPb2xtBQUHQ0tJS4FpqbraviYkJAgIC8OTJE9TU1IDL5TbZKKEd5baWhazJdhUUFCAiIgJdu3ZVyPJsKprTrpqaGsTGxuL58+dIS0tDfHx8vd+xq6srQkJCIJFIkJSU1KhxQr6dtMCQPF68eIHjx49j8ODB6NatGx4+fNgq1Qyqnl9b64f/dbDZbLDZbDg7O5OApr29PYRCIWbOnAknJyccPHiwUfOWQCDA9OnTERAQQHhG5flG6wOLxSIZeFKpFFOnTiV8yn369FE43tfXFwsWLMC+ffvqFU5sivBrU5Cbm4uwsDAEBQWRdhcXF+Px48coLCxscqZYjx49oKOjAz09PURHR+PixYuorq5GZmYm1q9fDz6fD5lMxvi27969S5TJ09PTGe+wLTrsEokEhw8fRnJyMiZNmtSogL2mIJPJEB8fD4qiUFxczGhDSkoKSktLVQafq6ursXXrVlKNQle2eHl5QSaTaYzzurFzp1gsJuN+TU0Nzp07h9LSUsycObPVgqEcDgfTp09nOMHV1dXYs2cPEhIS8PPPP+PRo0fQ0tLCzJkzkZGRQYKmOjo6mDlzJnGeVAkiKYNUKiVZzxRFoWfPnrC3t8fdu3fBYrEglUpRU1OjkQxOWk+lZ8+eRM9GHlwuF3p6epg2bRrS0tKIEGldtOQcKRaLlWaOymQynDhxAhkZGZg2bRo4HA54PB7c3d2RlZUFHo+nsk10/6LHFAcHByLG+hZtA+r0qRs3buDBgweYMWMGEWe9ePEi7t69q7CIrK2tjRkzZhCf0N7eHjKZDBUVFaQfqJOk1NS+zuFwiE0hkUjaNUd0z549MWjQIBw7doxREdtSWeWtDZlMhpqamnYV+BOJRCgvL2fYTEOGDIGOjg52796N8vJylb89fvw4srKyMGPGDKXzK4/HI++2tWMoJSUl2L59O+O6ubm5GhfPbYuQHye0tLQwY8YMkiRw+vTpVqEse/XqFX755RfGmKdpWoyGQMfy5BcdX716hUOHDiE4OBiurq7w8PDA48ePcezYMaXncHR0hKmpqVrXa5FgNEVRDToI6gw49Z1n0qRJJNNXLBaDxWJh+vTpGDFiBLZu3UoCwfHx8UhJSSHONA1LS0t8//33+OGHHxhlp5ocCN3d3YmTJ4+6pOOpqam4cuWK0uOUTcDyYofqCIvRx5eWluKbb75BdnZ2qwR6ZDIZJBLJGxM4etNgs9no168fvv32W+zatQsZGRlkn/z7a+q7sLCwgLm5OUpKShjnbgraauBPk+3KyclBTk4OhEIhCQQ0N1u/qe2TSqWorq7GzZs3653c5L/1Xr164ccff8S+ffvUpuag+5eydspvf/LkCT777DOYmJigc+fOuHXrltpKyPLXaezxqn7TVvvjfwXK3iebzYaHhwdsbW0Zxy1ZsgReXl44dOhQo8Z6LS0tfPzxx+jQoQOZdyUSidJvUn7urnsNFouFxYsX13utwYMHIygoCFevXq03GN0aYLPZyMrKwsqVK/HNN9+QYHRRURGuXLnSrDHJxcUF3bt3x4gRI7Bt2zbCrVtQUIAvvvhC6W+uXbumstSSzWYrCBa+aYjFYvz+++/o1asXQkNDGTYibe80tb0NjWPy8/b9+/eRnp6u0hBXhaqqKqxZs4axzdTUFAEBASgqKmLomDSnL6g7htLHSSQS3Lp1C0VFRQBq9S7++ecfjBgxotXeP4/Hw7vvvkuqMFgsFkpKSnD27FkkJibio48+AlC7EL9y5Urcvn2bBKOFQiFWrlwJMzMzsFgsPHnyRO1gtDw4HA78/f1haWmpsjy7MVDWp7S0tBAcHAwnJydIpVKFuZDFYmHp0qXIzs7Gtm3bGH5JQ3NnU0H7SMp8IPnxd8uWLbh79y5ZCJJKpfD29kZWVpZCu+R9HZrGgc6k4vP5MDU1ZZz7v1o92dJQ1z6re4yy7/7vv/9GYmIiBg0aRII0R44cwfbt2xnH0dSBq1atYiw6pKamkr6mbj9uTl+nKApsNpv0VXmbmkZ9lSttBT4+Pvjxxx/x6NGjfyV9XntOQJFIJJBIJGCz2Zg4cSKCg4OJ9omquXPnzp24fv06xo4dS8ZA+ptQBfmYWF27rDm2Wl37urCwEF9++WWjz/Nvg7a2NlauXAkrKytIpVKkpaXh1q1bkEgkEIvFTRYQrBvbrDvnvnjxgiF2+SYgk8kgFotJn5RIJHj69Ck+/vhj/Pzzz3B1dYWfnx+Kiopw+fJl8jv5vmRgYMDQFagPLRKMDg0NrVdNMyEhAYsWLWow8Ovj46OwOkDjwIEDRLCG5j0Fal+qSCTC06dPkZeXh4yMDNjY2GDnzp1KS4GmT59OfpuQkIDFixe3CpfU5cuXibCfKtEJZffN4XAwevRokr11//79esnLe/fujR9++AGOjo7keXfu3BlBQUEayw5VhcrKSsyZMwfx8fFtfqLXNDp27Ijt27ejvLwcu3fvZnARyqO5ky9FUfj666+hr6+Pu3fv/idWLpuL69evkzL4N5UpER4ejsTExAav//3335NMz6ZkEdXXv3x9fdGjRw8IhUL4+/vjxo0bTS6XbGw/bq9G538Fdd9Pjx494O3tjdWrVytdoS8rK2v0Qm5paSlCQ0MZmT01NTUKZV/m5ubYtWsXhEIhZDIZPvjgAwYPdXsCm83G5s2bSbCtQ4cOb7hFqsHj8bB161aUl5dj2bJlbSogrQpWVlaYNWsWIiIimpRJUt+4ZGBggJEjR4LD4UAsFuP06dMaE2d+/fo1xo0bh6CgICIcV15ejpMnT7YITQwNS0tLDB48GBRFoaSkBPv27SPBaKB2gWTcuHGtJmBYVVWFmTNnEk7iDz74gHBWNoT8/HyMGjUKI0eOVBCTVBdubm7w9PTUaHlyfX0qKSkJubm5GDRoEKytrZt9vqaCoih89913kEgkmDVrFsMnsbW1xY4dOxjlutra2uDxeNi9eze2bt2KnJwcGBgYYPjw4Yz2ZWdn4/z58yRIIt+PwsPDkZycjF27dhHb5vr1621SzLO9o6l9Jjo6WiHx4fXr16isrMSUKVNI5qSyRZ8vvvgCw4YNI9nTNMzNzXHmzBkSzImJiVEp0KsJ6Onp4fDhw4iMjMSnn36Kzz//HIMHDyb7ZTIZPv/8cyKi/BZvBu3VJygrK8OkSZPQv39/rF27FhRFwdDQEMeOHcP58+exatUqlb/NzMzE0KFDyWLJ77//TqhklGH27NmYO3cuACA+Ph5LliyBVCqFQCDA9u3bkZeXh/fee69R8RYTExPs3r0bBgYGkMlk+OijjxAREaH+A/gP4Pr161i5ciWePn2KkpISjBo1ilShN8XOnDVrFubNmwegViBz8eLFba4iICEhAf369cOSJUswYcIEzJ8/HzExMZBKpVi/fj2hTJO3F4VCIWM+NzIyUlugWKPBaD6fj65du8Lb25vBKVYXQqEQHh4eSEtLU0qKzmKx0K1bN3h6eiIgIEDpILVx40aS0VxeXq4QRCkvL0dZWRm0tLQgFArh5+enlE/XxsaGlMoJhUK4u7urbFdj8fr1a0RHRwOodUJNTEzIakh6enqTHBmKohgK3AkJCfUeb2xsTJ5hdnY2gFpDsjlOsDormLSw1d27d4l4338JWlpa8PX1RWxsLOkDLQVHR0fY2toiKirqbTBaDRQWFioNZrXGyjyfz4ehoSEqKyvrFYQyMjIi4gH0WFpRUYHs7GyNBSdYLBaZUA0NDcl1qqqqSHaZ/ETzFv9d6OnpwdraGs+ePWuSgB09p8uXI4rFYsTFxTU4ZvH5fHh7e8PY2BgymQyenp54+fIlHj16xDiflpYWunbt+kZoG9QFi8VCz549GSKLMpkM+fn5LeqQNwUURcHV1RVSqZTYRQUFBejatavaZaOFhYUtNv+XlZUhNjYWtra2xPgVCASwtbWFlZWVwthVVFSklHZEIpEgPz+fEWynbVn5LA9DQ0PY2NiAy+VCLBbD2dkZ5eXlePr0abMX28ViMR48eAAjIyPk5eXB3t4ehoaGsLS0JG1+/fq1xsZ+iqJgbGxMxK+A2uSBbt26gcvlkoCgWCxGVFSURq6pDqRSKUN0PDIyEhYWFnBwcGCI/RkYGIDL5cLQ0BDu7u5ITk5GUVERIiMjYW5ujpiYGBQXF6t9XS0tLTg6OqJbt26Myo+WRnl5OcrLy5GZmQkejwdjY+NWH78EAgEMDAzg5uYGHo8HDw8PJCcnEyof2pZVxmeenp5O5gMzMzNkZWUx2p+ZmYm0tDSl16XFj/Ly8mBkZIROnTq1iFjsWzQdRUVFSunaWCwWYyxSFkjp0qWLAvcqUNvffHx8APyfSG5LzX1CoRCGhobw8fEBi8WCu7s7w6YuLCxESkpKm7YZaBQUFCAmJgYlJSUknqBKA6KtZhm31XY1BxKJBNHR0dDV1UVMTAzs7OxgbGwMb2/vBitzaO5yOvu0oQV/W1tbRmxN/lkKBIIm0WlRFAWBQEBsurdaQv8HsViMR48eIS4ujuH3REZGNuu8HA6HPO+2KjxaVlaGu3fvYtSoUQBq4wI0JRf9N1Db7+ht+vr68Pf3Z8Qo1YVGg9EdOnTAP//8wzAalaF79+64desWvvjiC6U0Fjo6Ojh8+DAcHR2b3abBgwfDyMhILbEFul2rVq1SEDFqCi5evEiULvX19TF//nyS8dHWVkEaA3Umk/Xr12PdunVvg6Nv0W7QGkaSra0tJk6ciLt379a7+jx06FBs27aNwQGemJiI8+fPa2zsuHPnDmJjYzF37lxCWwLUTo4TJ05EUlJSo0vQ3+ItlIGe0x0cHMi2wsJC+Pr6Npqb/Pfff8fTp08RFBTEyLTr2bMnbt26RebY9gKxWIwTJ04gJyenTVYQubq6Ijw8HB999BG2b9+OQ4cOqW2bHTp0qMWE7+Li4tCrVy+sXbsW7777LmNfQEAAoT+hcerUKcTHxyucp7y8HPv27WNUqXTq1AmrVq1iOPvypZVsNhtbt25FdHQ0goKCNMYzfuXKFVy/fh0HDhzA2LFjMXXqVLLv0KFDeP78uUauw+FwMG7cOMTHx6NXr16QSqXQ19fHrVu3kJCQgLFjx2rkOs3FL7/8gh07duDmzZuwt7dn7OPxeOjfvz/u3LmD6dOnk0ydc+fO4dKlS42qcOzSpQvhwm0pDZn6cOHCBZiYmGDu3LmtzgHbpUsXjBw5ktAXXLp0CVu2bKm3ulUZcnNzsWPHDsa2hsaz4uJijB49GmPGjMHBgwcb3fa3eDOoO58vWbJE4d23BfTu3Rvu7u5gs9kIDAzEnTt3GDb1xYsXMWvWrFaphm4uTp06hXPnzqGmpgYGBgaYMWOGSlunrQZ822q7NIHbt2/D398f27Ztw/Tp09X6jbW1NS5fvkxiZk0Vf62qqiK0tY21IfPy8jBkyBDyd3v4FloLxcXFGDVqlMarAnfs2IHdu3cD+D8627YMPp+P/fv3q9W3mmq/NDkYra+vj4ULF0JLSwsymQz79+9HYWEhfvnlF/B4PLBYLMycORPGxsaIjo6Gra0tMSZZLBb4fD4GDRqksBJ+4cIFxMTEICwsDD4+PgxjXB5OTk4ICgoCRVEwNzcnK251/2WxWBCJRLh9+zZZfXJ1dYWBgYHCOel2aWplSCqVQiQSoUePHrCxsQFFURCLxaR9AHNwrm9b3e00HBwcyMrK69evERcXp7I9PB4PAQEBjMm47kqlsuvVbZf8b1R1TrFY3GrKr20d8s+v7vOq+06VvQ9Vx5iamqJ79+71EsTXJxCnqg3Kft+Ydqn6V537VGflXNl30ph2qXNsQ8fIo+57pY9//fo1KXHk8/lYsGABunTpAjabjdGjR8POzg5AbXUD7UjTYLPZ4PF4ePz4Mclcy8zMZHDqqtMuVfdAb1c2CVIUBQ6HA3NzcwQFBSExMRG5ublKv/W677m+51Jfu5SNMXWPV3YvbTF4195Q3/ehKVRXVzPmdIqilBoturq6WLhwIaOKSV9fn+F0HTp0CPHx8XBzcyPzKVCbmRceHq5SxFUsFsPJyQlsNpuRfdmakEgk2LZtGx4+fIi5c+ciLS0NycnJKCkpIQZvfXOEOmOWpiFvF9HvTd1sDnd3d6xatQqHDx9GRkYGFi1a1OBiQW5uLrZu3Uq0QGbPng0Wi4Xt27cznAKZTAaRSKTUeTp//jwePHgAAOjatSsmTZoEJycnxqIbjby8PAYv75QpU+Dr6wttbW1GX8rLy8OWLVtQU1ND2tVU51EVaJvx0KFDSE1NxcKFC6GjowOZTAYXFxcYGxvjwYMHSsfthuZ0oVAINzc3wv+3Z88ePHr0iGS4lJSU4M8//1RJKfYmQNuRXC4XZWVlShcTADB44OlnqAzTp09Hp06dAAARERGE65CiKPD5fHA4HKXzmTo2iTp2FP1/+pz0dolEgtLSUty6dYt8Z25ubtDV1UVgYCCSk5ORnJzc4Jze0HXlf1NdXY0HDx4gMTERcXFxmDRpEqleaaoQdn1ONY/Hw8KFC5V+gzRtkZOTk0YpUv6LUHc+b+gYiqLQv39/pTQ5fD4fFhYWZB4YPXo0TExMsHnzZqI1cvz4cQb/PQBMnDgRTk5OAICoqCicPn0acXFxKCwsBEVRsLGxYSxY19d2OiOVw+HAzc2NcU9GRkZwcXGBtbU16ctPnz7FoUOHGOeJj49vN36qq6srRo4cydjWVB+9Pnu9IbudRlPsjvraRW+/dOkSzpw502LaHhRFYcaMGejYsSPZJpVKsXPnzgar1blcLhYsWEAoTs+ePUvsDHreaUxgsT576vbt20RLLCsrCxKJBNevX8dXX30FoFZMTt4eak7iX91vwNDQEAsWLEB8fDzOnTvX5PP+G9AS4wPNMd7WEBgYiODgYAC19mBsbCzEYnGzKYz69u3b4DFNsjg4HA7MzMzwySefQCgUQiQSISIiAleuXMEPP/wAiqLA5XIRFBQELpeLW7duwdfXl5S/0UFi+YmOVqvOz8/HvXv38McffyAkJATjx48ngxSPxyPcY926dVMZSKn7b2VlJcl2oCgKtra20NPTUxAyoNug6U7i7OxMJuC67WzKNnk4ODiQyfv58+eMYDSPx2MYlXQwWp4Pru751WmD/N//5pXOxoDH4ykdYOjAHr29oefVmPdhZmZGPnK6dKuueJOq66n73up+T+q0S9W/9f2+vmMb+m1j26XOsXX/lkqlCqujbDZbpdMmEolQUFCA69evA6gNBGzYsAH29vYQiUQYPHgw4a07duwYIxhNL4ZJJBLEx8fj6dOnDba7KdsbgqmpKfr27YuCggLk5uY2eP7Gjl/1jSPq3svb8af5aOj7oMcVoNYY53K5ahm+tB1Ao+6crszI09XVxf/+9796y7z27duHyMhILFy4UMGIDw8Pr7dN3bt3h46ODh49eqTU4VImbiQWi8m3L09tAzTeUJVKpdi2bRtiYmIwefJkpbQnTRnfaJuqrX0PPXv2hLOzM5KSkiASifDRRx8RuhVVolGJiYk4ePAgKioqiPPHZrNx8OBBVFZWKsyxEokE1dXV4HK5pJ+ePXsWmzdvBgCMHDmSBKO7deum8M7S09MZ/XTChAkkU0gsFpP3nZeXh++//x4VFRXgcDgICQnRaBYrj8eDVCqFWCzGkSNHEBERgdDQUHJ9R0dHmJmZIT4+Xildh6rnST9rbW1t+Pn5gcVioby8HEuXLsWTJ0/IcdXV1Vi/fr3G7qexqCsyDtTeE5vNhlQqRW5urkqnqKCgQEF8j8PhkGQUoPY7mTx5Mvr37w8ul4t169bhxo0bCmNZY2yRur9RZ7+y/yvzU+zt7dGhQwcEBgYCqA0+qGtHNnRdAMRvKy8vB1Drp9jb2yv0aflFHzabjZqaGkY/4/F4CtuUgc/nY+HChXB0dASHw1F6D927dyeB6bdoGjRh79Lo378/0SyhIRaLST+kx6GBAwfCy8sLBw8eZASjjx8/zvhtjx49yGLQvXv3sHr1anJdLpcLHx8fpcFoZW2XSqWIjIyElpYWPD09GceYmpoiKCgIYrGYtPHRo0fkeu0RHh4eJBBZUFCALVu2MMY2eajjozfGV1L39435jarf//PPP7h37x4AxSxLTQQGKYrClClTiFYYUBvIvXTpUr3BaDabDT09PSxbtgzdunUDUFvdFxcX1+R20WNrTU0NsUHoONTNmzcV+uuNGzdanNucTkT69NNPsX//foVgND1PqzPm/1sh3y/l/YP2Cnr87du3L1auXAkAyMjIwJ49eyCRSNpuMHrt2rUYOHAg9PT0cPLkSXz77bcMbhxnZ2cEBATgwYMHePToEcRiMWJjY8kxZmZmGDlyJMPwjI6OxqJFixj8Ynfv3oW/vz8oioJQKMTBgwdRVVWFS5cuNZnLVCaT4ezZs7CwsMCYMWMYjmVCQgLmzJmjkuOsPUEoFOLAgQMKQfC30DxsbGxw4MABnDlzBj/++CNjn4uLC+zs7HDq1Cnk5ua2WBt0dHQwdepUJCYmvhXiaAHEx8crBI0WLFhAxCTkUVVVhWnTpikVNoiIiCACVTTkBdu0tbUxfvx4WFlZYfv27Qpibm/xFq0JfX19jB07FgYGBkR8LzY2FtOnT2/QAPfw8MDmzZtJ8Gvq1KmMOV0sFhMdg9aEpaWl0u8WqM0MoB0NGl988QUxyAcNGoRvv/0WQK041+TJk4nz3RgkJiaiT58+6N69O7p27dro39dF586d0a9fPwWxqLYAiqJIEFeewu3SpUtKbS0tLS1cvnyZBNcdHR1BURRu3bqFjRs3Ytu2bYzj169fj1OnTmH//v2MbCdleP36NSZPnszI/hWJRAx78oMPPsDXX38NoDaTrzVUzQ0NDXHw4EHExMTg008/BVCbIT506FCGjWphYYH169crFYV5+PAhceLlIZVKceLECZSUlGDz5s0kqzAlJaXF7qcpWLp0qQKlS3h4OJKSknD+/Pl6fxscHAwXFxccPXqUZHr/9NNPcHBwwOTJk1FWVgaZTIbly5ejZ8+e2L9/PyZPnozevXsTIaG2DHd3d3Tu3BknT55ssYzBjz76CDt37lSgy0hLS0O/fv0wY8YMvPvuu1i8eDFiYmIAAMOHD8etW7cwa9YsJCYm1nv+8vJyhIaGIjg4GH/88UeL3MNbtDx+++03pZQq6sznH3/8MX744QcAzGoGW1tb7N+/H9nZ2Xj8+HGj2mNpaYk5c+YweJ/pReo1a9bgxIkTAPBW/6Sd4J133sHvv/+usL20tBSTJ09GVlZWs84vlUqxdOlSBge+TCZTSPqpi+XLl2PmzJkMG+PDDz/E+PHjMXny5Ho1gFQhIyMDISEhmDx5Mj755BMAQEpKCqZNm/bGtLZ+/vlnDBgwQKnGGgBMnToVy5Ytw7x58+qtxP+3wtTUFAcPHiS29vvvv9/uYy4ODg7Ys2cP8vPzsX37dgC1CzStGWRvUjDa3t4ezs7OAGpXSbS0tGBhYUGoL2xsbGBpaYmysjKShUsLdQC1k1Z6ejoMDQ0JJx+bzYZAIGBk+hYVFZFyWiMjI9TU1KCqqqrZDmxhYSFkMhlevXoFIyMj6Onp4dGjR7h//z5iYmLaLWcOLd5DC994eno2iUhcU2CxWHB1dUV1dXWDQovtGXw+Hy4uLsjOzoa/vz/DmNLV1YW2tjahadGEMKYysNlsmJubN2lCfIuGUV5erjDuyGQymJubIz4+HhRFoWfPnqAoCuXl5Xj9+jVDJJEuKUxLSyOOHA1jY2P4+/uT4y0tLcHn81slUCcWixEdHQ0rKys4OTkpzVYwNjaGlZUVsrOz2/0K8Fs0DjU1NUhJSSEBMWdnZ3Tr1k0twR+JRIKqqip06tQJ+vr68PPzw6NHj5pMkVFWVobCwkKlInSNAY/Hg6WlpdJ9Xbt2hYeHB2Obr68vcnNz8fDhQ4jFYnJ9mUwGb29vJCcnE8E3gUAAV1fXep9Pbm4uRCIRCgsLUVlZ2ax7oVFWVkZK+Wk0JJ7TEGQyGR4+fAgWiwVnZ2d07NgRvr6+CjQbYrEYDx8+JBloDg4OMDMzYxxDZ8PRbS0sLERmZqbSMc7AwADGxsakz3E4HNTU1KCyslKpbZaZmYnCwkLcuXOHzH+qxk5akKa+eZJ+l0BtkJ/m9k9OTiYZgTKZDPHx8eByuRoZE2khI6FQCH9/fzx9+hQFBQUKtBRWVlZ4+fKlUkcxJSWFBPd1dXXRs2dPpKen49WrV8jKykJBQUGbSbSwsbFREAr09vYm315VVRXy8vJgbm6OwsLCBhdlDQ0NGRUcQO0iQ92x4vnz5+BwOJBKpTA3N4eJiQn8/PxQWVn5xkTMZDIZ8vLySFutra1hb2/PqPrQ09ODtra2Rmlh2Gw2rKysUFBQgMLCQiQnJ6OyshJ37txhfAPV1dWIi4tDRkYGgP/L4I+Li8OwYcPg7u4OPz8/pdSHNFJSUpCVlYWEhAQIhUJERETAwcGBCI++RdtCdXU1cnNz8ejRI4VqhcjISAUbFqgdp11dXVFWVkYqLrhcLlxdXVFcXIxnz54x5iczMzPC629rawsPDw/ExcWpHYxmsVhwc3ND586dYWFhoZRe89WrV0rb2h6Rk5ND5qKKioo2WeavCejo6MDMzAzm5uYoLy8nsYOqqiqNZeKq0l7Q0dEhflxdeHt7w9XVlbGNrrKXH6ufP3+O+/fvE+qY+iASiRAXFwcHBweGnREdHd0osWIWiwUXFxeIRKJmx1o6d+6MHj16AKhd/K6rveHj4wMPDw/4+fkBqE3U+i9lSNO2Gt0fW+s7NDAwgJOTE168eKHxxEYOhwMTExPk5eW9kQQhQAMChiNHjsSwYcNw4MABhgFTH/Lz87F7927069cPvXv3BgC4ubmRknYaFy9exPDhw5vbRKV4/fo19u7diz59+qBXr15YsGCBSi6+9gJra2vMnj0bQ4cOhaen5xtXRdXW1sa+ffuQmpqKYcOG/esHrHHjxmHUqFEYOHAgY7CgKArDhg1DVlYWdu7c2a772FswUVNTg/nz54PH4+HatWsqncXy8nJMmTJF6TfQt29f/PXXXzh+/DgeP37cqqX2FRUVmDx5Mvz9/fH3338rPSYwMBDu7u7YsmULQ+TrLf79ePXqFVatWgWRSAQ2m42rV6+qVHCvi9jYWPTt2xe//fYbli1bhgMHDjRrTn/69CnOnDlDgiKthc8//xxz586Fp6cnrly5gn/++QdArSNy7949HD9+HIsXLwZQG2Q7f/48I+tGHhKJBLt27SLBUE1965cvX8bSpUsZ25o734pEIsyZMwe9e/fGlStXsHTpUixZskTBrigtLcXEiRNJpu3OnTvrFfB59uwZTp8+rbJ9RUVF2Lt3L4DagNnMmTORk5OD/v37q1yIqKqqYlxTU4tmx44dI5l1wP9x4kokEixevJhkGTcXRUVFGDduHCZMmICbN29i0qRJSsVjMzMzMXToUKXnkMlk5Jm6u7tjzZo1WLt2LXbv3t3mbK/Zs2fjyy+/ZGyTDwZnZWVh3759zXqPn376aYPvh8ViYePGjZDJZG/UXr548SLxn95//33MnDmzxe0ALS0tTJ48GQ8fPiRzf3Z2dr22OovFwoYNG/Dw4UMEBAQAqHVkt2zZUu+13nvvPWzYsAFALT1DUFAQwsLCVFaovMWbBe2j79y5U6Efqvom9fT0cPjwYURFRSE0NBRAbRLZyZMnceXKFcyaNYtx/IgRIwiVEoBGf398Ph87d+6Eubn5G1tIak2cPXuWVIgYGRlh3rx5ams3tCc8ePAAcXFxmDdvHmJjYzF06FDS51rad3Z0dMSVK1eUPld1+9gPP/yA7du3IyoqSu3rnjhxguF/NfY+BQIB9u7di4yMDAwZMkRj8/3o0aOV8pSzWCz8+eefiI6ORu/evdsN77omkJ+fj1GjRpG/WytBi/bRFyxYgF27dmn03IWFhdizZ88btYGaHYymSylZLFajJgSZTIZnz55BJBLBx8cHurq6CvyrLf1gZDIZrl69irNnzyI1NbXdBwlp7sj6uGzrQtPiR8nJyQgLC8OtW7cA1L7Dbt26Yc2aNTh+/LjSMtJ/C1gsFhGfyc3NxRdffIEBAwZg6NCh5N1oEg8fPkRkZCSA2nL65cuXw8rKCgMGDEBsbGyLlXP+l1BeXo579+4xMsosLS2xdOlSwjmmrhiBqmNyc3Nx7do15OXltbpRzWaz4efnBxcXF5XHsFgsaGlpISgoCGlpaY0uo3yL9geZTIaYmBikp6ejurqacKZv2rQJfD5fbbEUiUQCqVRKuPOdnJywdu1ahrH8+PFjEnys24a4uDiysJeTkwOpVAp3d3dUVVU1WWSrPiQmJqK0tJSRAcxms2FgYIAvvvgCz58/x6NHj/Dw4UMUFBTg22+/hYGBAdasWQOg1knU0dFR2bam2Er1obq6Gnfv3kVGRkaL2C8SiQQvXrzAp59+ipEjRyrwh9KQ5xH966+/8PTpU/j5+SnlVM7JyWnQWaL3SyQSREZGIisrq0GOQlX3n5CQQEpgKyoqGkWrUl/mS1OdEIFAgBUrVpAyzyNHjiAqKoqI03I4HEyfPh2Ojo5Yv349qSikoc57Tk9Px8qVK3Hv3r02F4gGFLnXaUgkEty/fx8ZGRmNfr58Pp8xR6n6PW2b9evXD8OHD3/jSRsAcyHh5s2bhKrF0tISy5YtIxzLvr6+yMjIwIMHD5r9Xvl8Pvz8/ODm5gZ/f3/s2bMHCQkJ9fYv2r+wsbHBd999Bx8fH0gkEvz555+MRUIul4tly5aRysxRo0bBxsaGcS4vL69mtf8tWg40z7y63+DYsWMRFBQEExMTuLq6kvlQV1cXBgYG8PLywpo1a0jAbMWKFfDz8wObzcaOHTsIRUJmZibJntbV1YWPjw/j+xQKhfDy8iJzqL6+fpv4flsD9Fzk7u4OGxubN37fLSWc/OTJE7x69QoZGRnIzc1Vy9Z0cXHBlClTAADFxcVYt25dg4kzZmZmeOeddxAREYGLFy9i0aJF8PHxgUAgAJvNhlgsxoYNG8Dj8bBo0SKcO3eOxDUcHBwwb948lVzm8kLzNGgfPSkpSUGwnv7e5s2bh86dOwOo5YemFx+srKywdOlSle+cy+XC0tKSkdWqys5oCDt37iT36efnhzFjxig9TpnGw38FbyJW+OTJE3z++eeNWuSoDx06dICjoyOA2oqAN603o3lvrhFIS0tDZmYmunbtSgYA+QfCZrOJkriWllaLPKw7d+6QTCdNg81mExX61gDt8DfG0dXkM62qqsLz58/x008/QSqVklLSDh06YOnSpXj69Gm7DkbzeDyw2WxGaTWfz1faNwsLC7F582Zoa2uTTCaaJJ6eeBqC/GRPCxvR5+FwOEhKSsLRo0cB1GbFz58/H+bm5jAzM0NqamqLBaNbyghpi6ioqMCdO3eIQcTn82FnZ4cPPviAcOHSRjstbFVRUcEwRGjRN+D/xLbkUVBQgPDw8DfyTDkcDry8vNClSxeyTSaTobKyktwDn88Hj8eDj48PtLS08PTpU4jF4jce5Khblv0WmkVSUhJevnwJqVQKDocDHo+HkydPEmNbXYhEIlRUVEAgEKBTp0746KOPUF1dTcazs2fP4tixY5BIJOBwOBCLxSTTIiEhgcHlR1EUKSFsCbx48QIZGRlwdnYGl8slATMdHR0sXboUcXFxOH78OLKzs/HkyRNs3rwZs2fPJhyo9NisDBKJROOiLzU1NYiMjFQQJRYIBJBIJBrJWElPT8fPP/8MS0tLpWJWNTU14HA4ZIy7fPkywsPDUVlZqTJDXF3QCxJZWVkM0bPGKMc/f/5cQcvhTYLP52PBggWEuuTFixdISEhgZH2PGjUKXl5e2L9/P2pqahr9HnNzc/Hrr79qtN0tDZrWJzo6ukm2C5/Ph6+vL/h8fr0LpoWFhfjtt98gkUgQHBxMfI/WhEwmY8yh8mNCZGQkIiMjwefz4erqihkzZpBMPWdnZ5iYmCAuLo6IrcufpzEBAi6XC2dnZwiFQowePRpRUVGEqkMZampqUF5eDoFAADMzM3zwwQcAasd3OiOW7sNaWloYNWoU+f79/f0Vyr01Kf75Fm8GLBYLAoEAw4cPx+zZswHUVsQuW7YMfD6fzIU9evRA9+7dERMTA4lEguXLl8PIyAgymQxHjhzBxYsXFc5tbm4Of39/RrWhgYEBAgICGuzj9FhCzxNaWlqQSqWNoj5oq+jevTvDXn9TaCl/JSMjA1FRUWSBFqgdK+pLPnBzc8PHH3+M6upqpKamIiwsDNXV1WTclEqlClVVRkZGWLhwIYBam2X8+PFE4FckEqGsrAw7duyAUCjEggULcP36dfzyyy8AaqtZJ0+eTM6vpaUFbW1tcm4tLS2Gb8Lj8WBmZobly5fj/PnzOHv2rMI9sFgsTJkyhSH2dv78eQgEAuJzNpQJz2azoa2tDZlMBn19fSxatIhwXL98+ZLYGfXZoPKio4sXL1YZjH6L1sXLly/x008/aeRcHA4Htra2hJmiLeCNBqOBWmfm2LFj6NChA0aOHMkY4Pz9/XH//n0AtR+ZhYWFSq6ftojBgwfjxx9/RERERKuUFtvY2GD48OHNdgCbApFIhClTpiAzM1Mh0Hr37l0sWLCg2cIDbxpr1qyBq6srxo0bR8QwfvvtNwwYMEBBUKhTp044dOgQIxvExMQEc+bMwf379/HgwYMGryf/LaSmphIRLS0tLUycOFEDd8SEukHm1g6atpXgN4vFwrZt2+Dv7w8ej4fNmzfjjz/+QEpKCiiKIs6WTCZjUBZ9+OGHmDp1KoDa1e4lS5a0Wpub8uyKi4sxbtw48r3+9NNPGDZsGACgS5cumD9/Ps6dO9csASxNvNN+/fq1CaP834qhQ4ciNzcXR44cweTJk4mQ29OnTzFp0iS1HbtffvkFR44cwZEjR2BnZwcA+P7770l2iK+vLyIjI3H58mW8fPkSx48fJ85mU8QBm4vq6mocPHgQDg4OGDx4sNJ+GhISgsDAQAC1fLVbt24FUOssT5gwQWmgJTY2Fnfv3m1xISVzc3McO3YMV65cwapVq1r0WuHh4YiLi8OIESMYAVMWi8VwzpoLExMTzJ07l2SHHTt27F9T+bNq1SrMmDEDY8eOZWw3MzPDpUuXcPToUaJw/m/G/fv3ER0d3Wqivfv27cM///yD3bt3K/DEtzRKS0tx6NAhiEQiyGQyFBcXM/bTtoaRkRGCg4NRU1MDLpeL/fv3o2vXrpg7dy7u3LmD+/fv4+jRo0Rvok+fPvVWOckjPz8fgwYNwqBBg/D999/jl19+wfz58zFu3DiUlpYqHH/gwAFcv34du3btgqenJ9nO5XKxZ88e3Lt3D9OnTyeBwEmTJtUbPPn6668xfvx4tdr6Fm0T/v7+CAsLg5WVFdl27do1rFixAj/++KMCJddPP/2EqqoqhpCtKhgZGWHOnDkQCARkm7rJVnfu3MHChQuRmZkJfX19HDt2DAkJCVi+fHkj7u4t3gRWrFhBRJ0jIiKwYMECfPLJJ/X6vEKhEDKZDJ988gnOnj2L4uJijBw5kohNp6WlYfz48Ywqo5cvXyIwMBCFhYUQi8WYM2cOPD09ceDAAWzZsgUbN25EcnKy0gqOyMhI+Pj44IsvvkBoaChOnjzJWCBns9kwMTEhf69ZswbDhg2DgYEBRowYwRg/5UHbx/Ln2b59O/z8/NTSC/D29iYxMxaLxfguv/zyS0yfPh3jxo3TOOfwW7Qf0D5KQ2Nwa8ddGhWMNjc3R48ePWBqaorKykpERkZCS0sLxsbGzRLiKSwsVMpDqauri+7duzO2aWtro2PHjsjLy1MoX2wKOnbsiH79+gGodXyjoqI0lrmkr68PJycn5ObmgsVi1Vt6WN+Lb6hTUBQFKysr6OjoEMEbLpcLb29vhtgQm82Gra0t8vPzGWry9V1P2bXrbjMwMICOjg4RywFqy1i6du0KbW1tlJWVITEx8Y1nUjYVZmZmcHZ2hoeHB7p3746+ffsiKSkJSUlJ6NChg9KAGI/HQ7du3RhBai6XC1NTU1hbWyMvLw9ZWVkNZjxJJBJkZmbi1atX5J3p6enB2tqakQ2nCbSFgK8yqGqXVCpFZmYm4xlyOBz4+PhAJpO1iFhkYWEhUlJSkJKSgvv37yMpKYnsU6Umb2FhQcaxnJwc2NvbM/bXFfvSJOp7p8q+7cTERCQlJSE+Pp70tzt37kBfX5+UsPH5fBQVFeHVq1ewsrJqUlZZQ2NKfWOetrY2zMzMYGlpCVNT00Zf+y3qB/3sDQwMIBaLQVEUjI2NSR8WCAQIDg6GSCSCVCpFVFSU0uAFjZycHJSWluLmzZvEOH7w4AH5Xjp06AAtLS0YGhrCyMio1YJRqiCTyVBYWIisrCykpKTA1NSUVPno6urC3t4eubm5jDJQOjBaXV2NlJQUpY5DRkYGOU4Thl5ubi7y8/MVRP0kEglycnKgo6OD4OBgPHz4kCGmqi5YLBY8PT3J4nZ1dTVu3LgBb29vEmguLS1FYWEhQ7xM3Xujj1PH9qHnTrqqqEOHDqRdRkZG0NXVRWRkJHknXbt2hZmZGSIjI5steKlpiMVi3LlzB6WlpXBxcYG1tTV0dHTQt29fRtY/l8tF165d4enpieDgYMTFxaGgoOANtlxzSE5OxrVr1+Dl5QUul4usrCzG99EcWFhYqPW8CgsLUVRUhNu3b5Mxp7S0FB07dlSwK+qiud+vRCJBQUGB0r5pa2uLrl27ws3NDQKBAJaWlnj69CmePXuGW7duoaqqCh4eHrCxsUFOTg7KysrIXJ2eng6hUAhra+sGgxdisRhPnz6FiYkJqQ4tLS1Fnz59SPac/Ngh/7zoBTV7e3t06tQJnTp1QlVVFfr168eomnn9+rVKAbm7d++SEnIaPXr0eKOi6/9GtGRQgfbR5c9P91mBQIDq6mpERkYyFq4FAgE6duyI7OxsJCUlobCwEFpaWvD29mZkv9rb28PMzKxRvMhisRiRkZG4ffs2EXLT09NDbm7uG7crGkL37t1J38/OzlYpRGdubg4bGxtkZGQQep/m2NMNoSXm8/rObW5uDkdHRzx48IC8M3kfqr7rp6enIy0tjVRiODk5IS4uDnl5eQrxB5FIRPw32sY1MTEBRVHQ1dWFlZUVrKys0KNHD4U28ng8WFhYQFtbG1KpFHl5eQoxsPT0dFKhY2NjQygRDAwM6hV7pWFnZ4d+/frBzc2NIQBdH5TFzGhYW1s3mGFeH8rLyxEZGckY358/f95u4zptGQKBABYWFjA2NoaOjg4iIyM1InZuYWFBqucbsg9ackxRej2Zmj2JoihMnToVe/bsAUVRSEtLg6enJzp16kSy5poDOzs7zJgxo8FVT7q5x48fx6NHj5p93d69eyM4OBhAbWZGYGBgo0pA68OUKVOwf/9+kvkQFhbWIo4Rj8fD/PnzERUVhWHDhkEqlcLIyAhRUVGMlTb62cXHxzNEeZqLvn37wsfHB35+foiLiwMA/Pzzz3jvvfdAURQuXbqkUVL91kZoaCgOHjzICNDv2LED8+fPx5kzZxj9XyKRYMCAAcjJyUFkZKRCxjT9e7FYjO3btzcYMK2qqkJYWBjDkDI1NUVMTAxu3rxJeLKsra0RExNDHPaDBw/i2bNnjbrPtpKBXBeq2iUSibB161bGwoq+vj6ioqIgFovx119/NfvaeXl52LJlCxkT6g7G6mD9+vV45513ANRmlR44cEDhmDf93Lt06YLJkydj/vz52LFjB+PeKIqCpaUloqOjYW5uDplMhjFjxuDGjRtYuHAhY8GrNeDk5IQJEyaQtr1F07B69eoGj8nPz8eWLVuwdOlSUvYvz28qEonQp0+fRld6yPcvJyenFqn00BTGjBlDsg3pdh8+fJixEPUmcPz4cTLf1gVFUZgzZw7CwsIwfPhwXLhwodHn5/P5uHPnDlGQ/9///oft27fj/v37JHPpzJkzGuOwUxd1x92QkBD07NkTPj4+ePLkCQBg48aNmDhxIjw9PZGamtqq7VMHFEVhxIgROHnyJHHg6fuqawPTAfhRo0YpLe9trxAIBIiIiICJiQl2796tMR5GFxcXjBw5EqNHj8aZM2caPF5+XPriiy+wcuVK7Nixo0VV5V+/fq3SH3j//ffx008/MezNb775Bl999RXhjb558yahBPPx8WEErgQCARYsWAAjI6N621BaWorNmzejvLycXKtjx46IjIyEoaEhpFIphg4disuXLzN+J/+8Vq5cia+//pq0s+63eePGDQwYMEBpEo6yuXv//v2YPHlyve1+C+VQZz5XF+np6dixY0eDdIKDBg3C+fPnFeZ22mbPycmBu7s7w8+xs7NDVFQUjh07hoULF0Imk6FLly6IjIxUqOptrNZOaWkpvLy88OzZMwUblm5bW8Xu3bsxbdo0ALVVCKpEgM+ePQtfX19s2bLlXykcFxISAhcXF/j4+CApKQkymQx//vknEYlWBZlMhtDQUNy5cwfR0dEksDxixAicO3eu3nfP4XBw/fp1+Pv7K+0rFEXhww8/JDQd/fr1w8WLF8Fms1FcXAxPT0/Cda6sXYcPHyY+i7qQ/4405efk5eXBzc2NCGg3hMWLF+PPP/8EUJuo5OPjo5AE2pa/qfaKjh07Yvr06Rg6dCi6du0KLy8vRrV1UzFt2jTCSd6avrM6FZpqL5H88ccf6Nq1K8NQbozAgaZAP0A3NzeYmZnh9u3bTRqQ9fT0EBAQABsbG3JP9vb2WLduHf7++2+lHFbNaXNLCNgpg1QqVcpJvHv3biQlJeGTTz6BtbU1hgwZgujoaIaR0NhgpFAohL+/P2xtbRV+d+LECTI4p6WltesBixadAmqdiDVr1pDgy4MHD6Cjo4NevXqBy+WCxWJh+fLlqKysVMmJRzuft2/fZvChcjgc9OrVi2ThPXr0CC9fvlRZASD/zIuKivDJJ58gODgYU6dOhZeXF6ysrBAeHq6QOUejrQaf1UFSUhKePXumkJFZWVmJr776CqamphAKhRq/v6b245qaGoSHhyMzM7NNP3NlDqX8tnv37mHv3r0qg2AtCS6Xi969e8PS0hIAsGvXLkRFRWHDhg2t3pZ/O2QyGSIjI/Hq1SuIxWL8888/WLZsGYBaMZUPP/yQjHfqgM1mo3fv3koX5wwNDdv0WLR7924FShKhUNjqSvYikQi3b9+Go6Mj5s+fj7t376r8DmUyGSIiIrB8+XKVGVbqoK7Yoqbsvea877q/k5+faRw+fBgxMTFNyghvDdBc2O+88w6mTZsGPz8/hcXu5ORkfPLJJ3j06BH27dunkeSLNwUWi4V3332XURVEC+E1xGHZWND9YdGiRfDy8sLatWvrzSqSv/a5c+dQUFAAAwMDtcqiWwL//PMP3n33XaxYsQKdO3dm+A7yczFFUeDxePj8889x7949/PHHH5DJZGCz2QgKCgKfz693kZDP56N///5ISUkh40h+fj4++eQT8Pl8yGQypQtu8s/r/PnzKC4uxgcffACJRILffvsNUqkUXC4XH374YYOVWXWxc+dOhIeHv53T2whGjBiBgQMHMrYdPXoUN27cUPmbnJwcREdHA6j1l+p+37SPamtriyFDhgCoTSK5du0aeDweZDIZ7t27B4FAQOwMGikpKYTvXRlEIpFSgdz24H/Kz7XKvht/f39MnToVPXr0gI6ODgYOHIgXL16orMhsTTR1PqcrPgCgc+fOWLFiBaKjo7F7925kZWWR93bo0CG1hNNjYmJQVFSETz/9lCTJPHr0SOn7t7CwwIcffggejwcWi4XOnTsz7Ii69zNmzBhYWVnhxx9/JHOMsnFZU1AWM3r27JlCklm3bt3Uzpym4e7ujjlz5ijdt3nzZsazlslk2LBhA+7evavxufq/AhaLhRUrVjDek0QiwS+//ELYBLp27UoCxXp6emCxWEhMTER2djZ8fHxgZGSkVtKPMvTu3RsTJ05ESUmJxpJtNQ21g9G0I9pU1Ef9wOPx6hWzqKiogFgshq6uLhksOnfuDDMzM9y8eZNkF3C5XLVKxrlcLvT19eHp6cmY6IyNjTFlyhS8ePFCI8HompoaFBUVEQecx+OhpqZGaXCwqYM5h8MBn89X+VtadOTcuXO4ceMGli9fDktLSxgZGSEjI4OU29FCKKraRRu+8jA0NIS3tzfYbLZChkd4eDjCw8MbfT9tGSKRCK9fv8a+fftQUFAAPp+P58+fw8DAAO7u7iQ4MWrUKKVBGolEgrKyMshkMlRXVyMuLo7QqgC1/cPPz4+cJz09nRh1DaG8vJxkMkybNg2Ojo4wMzNDTEwM+X7k0Zj+9iYCRaquSffDzMxMpRl5IpEI+/btQ7du3TBz5kzU1NQ0K4BCURT4fD55n7ThAtRmrdNBKlpslV5oKCsrI9etqalBRUUFHj582Gy+WHXeRUPHKBt/G3K8pVIpSkpKEBMTg40bNwKoLTejRWpqamqa3a76UFNTAxaLBRcXF+jo6KC4uJgI3711XFsG6enpSE5OhlQqxcOHD/Hw4UMAteWkc+bMgYGBgcI4x+fzwefzCRcqDR6PB1dX1waz9TSBhmimGovr16/j0aNHjEXviRMnwsnJSe12NBUsFot8mzKZDMnJybCxsYG3tzdsbW2hp6eHsrIycDgcaGtro7y8nIz1iYmJ9TqqLBYLurq6qK6uVpv/WyaTobS0FKWlpeByuU3OZtXkfCIWi1FdXQ1dXV1oa2ujoqICN27cqDdg0tqoOz+UlpYiJSUFGzduJOJe8vbthQsXEBERgdmzZyM6OpqMue0VFEVh3LhxCAgIUNhHO2Oavt6wYcPg5OSE3377Te0S1wcPHiAmJgaLFy+GpaVlizluLBZL5YIWTZM1bNgwGBsbA6j97oRCIcrLyyGRSFBcXAxdXV0IBAJMmTIFlpaW2LBhAwlGu7i4gKIoxMfHq7SBeDwePDw8wOVy8eTJE9TU1KC0tBTbtm1T+z7i4+ORkpKCWbNmobq6Gps2bYJYLIaWlhZCQ0MVEil0dXXr9dGuX7+Oy5cvv53T3wDk5ysOhwN9fX0EBQUp+P6vXr1CbGwsADAWl2UyGUQiEXJzcxEZGQkAKCsrA4vFIsLENKqrq2FoaAgfHx+y7eHDh0QQ98CBAzAwMMB7773HsE1zcnKwadOmNhtQaQ4qKiqIfyBPAUbDwcEBU6dOhY6ODrhcLjw9PSEWi5GQkPDGF/Ibc30ul0t8pJSUFERGRkJXVxeGhobw8vLC0aNHsWXLFsZvwsPDcffu3QbPTY91O3bsYNhOAoEAPB6P0c4OHTpg0aJFDG0LeR+dBofDgY6ODjw8PGBvb4+wsDCyr7KyEiUlJSp9TC6XC21tbbUok1QljckjNTWVfFs0dHR0GNzQdSGVSiESiaCtrQ2KoiAUCuHi4oKlS5cyngctNH7mzBkSjBaJRCgqKsKxY8falD3V1iH/zqurq1FTU4OxY8cyBANFIhEOHTpE+Ls7duxIxkN6LE5LS0NaWhq6desGDoeD+Ph4cLlcUBSl0E/rg7OzM5YuXYp9+/bVm2H9JpOCWk3AUP4G5f/PZrMxfvx4WFhYqHwI3377LS5cuIAzZ84wPrqKigrs2bOHlOkPHz6crCzU146RI0eiQ4cOCtw5jx8/RmhoqMbI3c+fPw9PT0/8+eefCAkJwaxZsxAfH0/42eq2qynw9/eHu7u7Us5toFZMYvHixcjNzWUYDhRFISQkBH3/v3Lr48ePcfXqVZXtMjIywsSJExnPjM1mq50Z194hk8lw5coVJCUlYeLEicQJ19PTQ0lJCXbt2gWg9nmNHTuWIVxIIzEx8f+x950BUVzf289sgaX33osIKCoiFhB7VzT23nvsMbG3aPKPGmNiTIzGimjsvTcURKUIKiAqRVSq9M4CW94PvHN/O+wuLLAgJj5flNnZu3dm7tx7zrnnPA9GjRqFyspKiMViKVFLDoeDsWPHEm6p+Ph4hRZgedDS0sL06dPx/PlzqYVEXqBXFj7F5CRvvjA1NSXiekFBQXK/b21tjTlz5uDu3bsNyhzQ09MjwlksFgsjR44kmbm7d+/Grl27AFSVBp88eRJsNhtlZWUYPnw4EVt9/Pgx2Gy2UsTYFHkWtZ1TPRA9btw4htiGLGRnZ6Nv374MI1lLSwvTpk1DcnIy7t+/3+B+1YTAwECkpaVhxowZCAkJwYIFCxqFE/wLqkBRFP7880/w+XwMGzaM8dwTEhLQpUsXLFy4kNDP0Fi4cCFmz56NU6dOMfhaaSO4qfou6//1Re/evdG+fXv8888/Mp1ERfpRX1haWmLYsGGgKAoikQhTp04lGT8//PADZs6ciSFDhsDLyws7d+7EggULFN5Id3R0xIULF3Do0CFSflobSktLMXz4cDg6OuKrr76q0/1oLISEhCA6OhqHDh3C8+fPMW3atGaXvdOpUyf4+fmBoigUFRXB19cXKSkpAKpKGA8dOoSrV6/CxMSEfOfjx4/o3bt3s7jH/yWw2WyMHDkSxsbGOHv2bKOMJXNzczx48EBmEs7Bgwfx008/McTbJk2ahNDQUIwePRrR0dHo2LEjVqxYgXnz5sn9DWtra8ydOxd3796tsTrCyckJc+fOxdWrV+tcCjxr1ix88803hCaOBp/Px5gxYyAUCkmgRkNDA5cuXZIS6ZLEsmXLcOXKlTr14QuUA8n1qlWrVggLCyObIZL47rvvMGfOHABgBPLKy8vxzz//MKpR1NXVMWXKFMTGxuL27dsAqqg0/Pz8ZHLXRkdHIzAwEMXFxQrx6v6bsG7dOmzbtg0AZGpwXLx4EY8ePcLBgweJ3w58XlR1FEVh+PDhyMrKwujRo1FYWAgVFRWcOHEC7u7ucjeqfHx84ObmVmv7169fJ36Xs7Mz+vTpA6AqcWbcuHGM+VZFRYUhjgkwfXQaHh4eOHHiBH799Vfs378fqampsLKyAgD89NNPOHr0qJQvT6Nfv37YtWsXY12XhZcvX+LBgwe1Xp8sWqfQ0FCyOSQLSUlJuHLlCrZt24bhw4fj5s2b4PF4UuPm8uXLWLlyJYOe6syZMwgICGhUyqp/GyiKwl9//QVvb28AVev59u3bpc6j4wmenp4AwKC7lPVO29jYYO7cuejTpw/Mzc3h6+uL9PR0pff9U0Gpwei6RtWzs7NRVFQEHo8nxRUFVAn00Arb8fHxuHXrFtzc3ODh4UGcs4KCAsKnqyhdB/1bN27cgL29PZydnQFUvehJSUlK23UtLi5GcXExAgMDSZsJCQmIi4sjojUNhZqaGrS0tBAUFITQ0FCIxWK4ubmhVatWUFNTQ0lJCTEwORwO7t69i9atW8Pd3Z3QQQCAmZmZTCE+Grq6utDT06s3+X1zB4fDQbdu3ciEkJGRQQwCTU1NxMfHk2PVVUhFIhEj4zUpKUnKgbSyskJ5eTmSkpIY41RPT4/wVPF4PJibmxNRF3ll4BUVFbh7967MsqXk5GTCk6iurg4fHx+GwdgcUJ/dN4qiYGVlBUtLS+jp6aFdu3aEqzsnJ0cqaM/lcqGnp4e8vDwkJibC2tq6XmW3bDabIbKTkpJCnrUkV7Wqqirs7OyQkJCA169fo7y8HGpqarC0tISKikqDM6IbCxRFQUdHR+b8KwmhUCjFvVpeXo7Q0FCoqKigRYsWSE1NZfBPKgMlJSVITU1Feno68vPzIRKJoKWlBRcXF/D5fKWI2H4BE/n5+cjMzIS5uTnU1NTQr18/xMXFkYBGRUUF3r17h9zcXLBYLHTt2pUY2/b29hCJRETd/N8ADQ0NsFgsODo6EmdAcu2sK6ysrKScIEnExsbiw4cP8PHxga2tLfT09Mg7JRkcoEVIBgwYgLZt28Le3h7du3eHQCBAUFAQsTk6duwIDQ0NPHz4kJF9o6KiQrIxBg0ahMePHzPmKZFIhKCgIGRnZ8PS0hJ5eXlEJEhVVRV5eXnNwhEuKyuDQCCAubk5hEIhBg8ejKioKHz48OFTd42gpKQEr169AkVRKCkpYdiY9DoiS4jy/fv3sLS0xODBgxEeHq60RAllwNLSkvCJV0doaChDjFAsFhPKMG9v73qJ3tYGNpsNGxsbhgCeuro6+vfvj9jY2DrRnGhpaUFLS4tksisbHA4Htra2MvUWPD09MWjQIDx58oRwe4rFYtjb20NVVZXYkSEhIbCxsUHXrl1hYGBA9GLU1dVJ9qSenh6sra3B5/Px4cMHmdl3qqqqUtVROjo6MDY2Rmpqao2bIXp6eqT0mMfjoUWLFoxqCfq7dPa/s7NzjVl8yvCJvkA+FLW9y8rK8OrVKzg7O0uJTBoaGkolL3z8+BGZmZnIyclhjBcWiwVdXV2YmZmRJBt1dXUUFRXJ9G/U1NRgZGSkcKXOvwlZWVkMn6I66IqkBw8eEPH6iooKtGjRAikpKUoROGtM6OnpwdjYGEZGRuBwOPDy8kJlZSVUVFTg6uoKCwsLAFUaIoMGDcL79+/JOmlubl5rVZ1YLIaNjQ1JkLO2tibf0dTUhEgkglAoJDZMWVkZqfajkZCQgMTERMY8qaqqiqtXryI8PBzv3r0DUBW7unbtGsrLy9G6dWu0bt0aHz9+lKJRKCwsJBVqPB4PPj4+jHFfUVGBDx8+IDk5ud4+YllZWY3PPjMzE2/fvkVwcLCU3dm+fXvo6enh4cOHCA4OltqM1NPTg6urK1xdXVFcXIzg4GClaTv8G2FtbY02bdrAzc2NJMZKjls+n4/k5GRCpauioqJwtSiXy4W+vj4sLS3h4OCA/v37Izo6ukbNFjU1Nfj4+MDKygpxcXEoLS1ttpSISo0s1vUCnz9/joiICCxfvpzsNEkiMjISQ4cOJcbgjBkzMHz4cJw7d67BfX337h1GjhyJ5cuX44cffmhwezXhp59+kjo2adIkODo6KqX9srIyzJs3j/APL1iwgOxcSyI/Px9TpkwhwoqSoBWx/6vQ1NTEgQMHYGtrC6BqF1pyoTpx4oTCbVXPfGexWJg2bZrMc11dXXHp0qU6OWcFBQVy27t37x7JcLe3t29ycSlFUJ+JkMViYcCAAaSCYtq0aeQeBAQEoG/fvjKdxpCQEJw7dw7z5s1rMAekSCTCypUrawxyHDlyhOyC2tnZYfz48c1y4lcGMjMzMX78eMybNw979uyptQSoPkhLSyOCj/Si7eXlhStXrmDChAlKEan8AiYSEhJw9epV/PPPP0TVfP/+/Vi+fLnUuWw2mwgbAlXv4unTp5uyu00CHo+H4cOHN7gdFouFfv36EcdLFpYvX44LFy5g7dq1cHJyqnH+0NXVxdGjRwFUzaurVq3CxIkT4e7uTjLUNm7ciBYtWsDDw0NmxtXo0aPx1VdfoVu3bggNDSXHKysrsXjxYlhbW2PatGlEHLA5o127drh8+TLmz5/PKKf91Hjx4gWGDh1ar+/26dMHhw4dgq+vb7MSMKT7VR0ikQj9+/dnVNqJRCKsWLEC7u7uePLkSaMEo9XU1DBixAjG5ruJiQlOnjyJv/76CwsWLFD6bzYGvvrqK/j6+qJHjx41Ut35+fnhzJkzCAsLg5ubGy5duiTzvI4dO8LNzQ379u1TuDqrRYsWGDx4MI4dO4bExESFvmNoaIjx48czghXv37+Hn58fZs+ejcWLFyvUzhc0HhS1RePi4rBq1Sps2bIFa9asqfV8OmlMHmxtbYlvVRNatmwJJycn+Pn5KdTP/yIkhSoXL16MX3/9FUePHm2WQr2ScHV1Re/evQFUbaqfP39e5nkzZszApEmTsH//fsaGZm2gKIpBgyCJ4uJinD17FkBV0NrPz48ElmvDq1ev8NVXXzGO0ev5n3/+ia1btwIArly5gmHDhjHOe/jwIR4+fAigavM2MjISRkZG5POSkhKcPXu2STZfdu3aRSp5aZw6dQre3t6YNGmSzI2QQYMGEYqwV69ewdPT80ulVg0YOHAg/vrrL7mf5+fn49SpUw0O6GtpaeHQoUM4d+5cjcKYxsbGOHnyJBISEoiv3FzjEQoHo6dPn874WyQSoXv37jLLeGpDXl4eHj58KLe0oaysDN9//z0iIyNJgElDQwObNm1C+/btpc7v0qULZs+eDTs7O5K1GhQURKgTTExMsHHjRjx8+BAnTpwgPGo0XcKnwOPHj2Vmamhra6N79+5gs9kQiUR4+PAhxGIxunXrVidKjPpknv5XMXnyZPTv35+o79JQ1j2hn6Oqqir27t3L+MzY2JghhKBMZGZmYsGCBSgsLERqaiq8vLwYC+HngpYtW8LFxQU6OjrkPsm7X2pqanLniYYgISEB0dHRDOoBSSQmJmLWrFlSBnlTCZd+Sty/fx8zZ87EsGHDSMAlMTFRIcEReeBwOGR9OX78OKZNm4a+fftCX1//X38/mxMyMjIwf/58htCqpaUl1q9fTyqUgNrX9M8dyhxz1eeEiooKbNmyhdA2hIWFgc/nY/Xq1fD29sY333yjMIUSRVEwMDDA7t27cefOHRw5cgQURcHExAR79uzB9evXycZqSkoK5s2bh6FDh2LEiBFYt24dwsPD8eOPP8o0llu3bg1jY2MAqLWS4lOBvh9TpkyBm5sbNm7cKHfO/tRo164dFi9ejIMHDyIiIgLffPMNevTogXnz5sHT05Nkhbm7uwMAli5dipEjR8pt78aNGzhz5kyT9B0AgoODiQiSkZERNm3aBHV1dbBYLHz77beYOHGi1HcMDAwarbouPz8fS5YsIWN38eLF5N717NkTBw8exI4dOxi0XSwWCytXrmRUBbJYLNjY2EBNTQ2+vr54+fIlKf1uCtDiWKtXr8bTp0/xww8/4PLly3j//r1UAKW8vBzr1q1D586d8d133zF8hBcvXuC3337DjBkz4OHhUa++dOnSBa1btyZ/08LbAoEA3bt3B4vFIkHwkpISiEQixpxkYGBAaJ4uX77MaLtdu3Y1UnZ8QdODoij4+PggNTWV+M814ePHjwgJCamV913R9ZM+r2vXruByubh+/TpcXV1r1Wf4L4OiKHh7e5Mqlfj4+GYhaghUJY7QWfQmJibk+SYlJeH//u//IBAIwOVysW7dOlhbWwNg2keNEcegKAorVqxAbm4uNm/erHBFvSRcXFzw7bffokuXLigrK8OmTZtq3IyZP38+evToQewmWqTzw4cPTcZ/PmPGDLRt2xYbN24kWdh79uzBuXPnatykFIvF+OWXX/DkyZN63av/Eh48eCAlDEkLaAYHByMlJUUpIuCKjPNFixaRyvjPwWdW2CqUXJi0tbVhYGCAsWPHMtL+aaqB2i48Ozsbz58/h0gkkipTKy4uRmZmJk6fPo2kpCRyXFVVFWPGjCETVmFhIXJzcyESiWBvb0+C5UKhEHl5eRAKhYRHp0WLFmjdujWioqKQkpKClJQUCASCT1puIC+D0NjYGD4+PhCJRODz+WRR8fDwAI/HA4fDIcYqj8eTme1ZXFxMdrkkJxmKoqCnpwcVFRXyOYvFgp6ensxAd2VlpcKTT3l5OVRVVYmoClA1ieXn54PFYpFNArFYjLy8PPJCamlpgcvlkhL8pgQtZNmrVy+MHz8eeXl55L7I4maSBUVLHuLj42FiYoIJEyYQMQVJFBcXS5XaKNoHeSguLiZZpRRFwdPTEzweT2679SnfaIzv0J+LRCKUlZXBwMBAZjkwPZYKCgoAVG1YmZiYYMyYMTVmYcj6fclj9Ljn8XgkgyszM1OqpIuGrq4uxGIxrl+/TmgjeDyeXJqVuvRL2d+nN98oigKXy4WamhrjO5qamjAwMGC8o7XhzZs3iIuLw4ABA2BjYwM9PT0IhUIyf9NzWV36zmKxCBWHkZERevfujQkTJgCommsKCwv/k6WcykZtY6akpAQ3b95kPD89PT1MnjwZHA6HjPecnBy8ePGCjBlFx7LkeKxLv+oKeb9T0/myzlV2v0pKSpCbm4tz585JOZAXLlxAXl4eJk+eDC0tLUKNweFwoK2tLbcfPB4P/fr1I5zqBQUFEAgEmDBhAkpLS3Hnzh0UFBQgPz8f/v7+0NfXR/fu3dGpUyfweDywWCxiG+nq6hLuTgsLixozuuuKxiwXdHNzg7GxMbZt29bsgtEURUFXVxetWrXCtGnTEBERgVevXuHs2bOoqKjAqFGjYGBgQMra6Wogmv9SHoqLi3H//n3k5+crJIZUF6ioqEBbWxuFhYXEJkxISCBBWprPkOaF9/DwIBRXsp5xRUUFccL5fL5CSSE1jZfy8nLk5+fjn3/+IXZU7969iXaHoaEhBg8eLBVgoygKXl5e8Pb2hq6urlT77dq1Q1ZWVr2D0fUd4ywWC4MHD4aNjQ3279+P+Ph4mfaHUCjExYsXkZ+fj2+//ZbxWWZmJq5du4Y+ffqgQ4cOUFNTA5/Pl2vTq6qqkqxyWuyrevWmSCQiNGRt27YFi8WSy1cqFouhpaWFdu3aoaKiQuo8KyurL8FoJaOhcypFUXBycpIZwKioqGAIZ/L5fGRlZTGeqzLWc4qiyOZQTEwMVFVVSUCzudLdfUpI3i+gai6sniVNJ981Bjgcjkzue4qi0LJlSxKzAf4XE0hMTISfnx8qKyuhqqqK8ePHQ1tbm5FwpCxUH3sURWHAgAEoKyvD//3f/5H5UFdXl2yUlpaWorS0lHGspKQEZWVl0NPTg4uLC6ZNmwYWi4X8/HycPXsWqampUvQ15eXlKCoqgoeHB3r27EmoVoAqodp3797V6Xrr837T70+fPn3Qp08fbNu2jbxHtYkS0u/4lStXSIb35woOhwNdXV3yHBsDb968kaog5HA4UFNTQ2JiIvh8fp189Iagd+/eUpn6DUFdxl59xmm9UhR27twJb29vXLhwgWHY6OrqYuLEibWWw0dERGDv3r0ygx3bt2/HgQMHauXGW7NmDc6dOyflaKSnp2PAgAEyM7QmTpyIIUOGAKgqOaD/3xwRGRmJ4OBg4uz//fff8Pb2RufOnQFUcTyPHj0aampqUkGZH374gZROSwYRDAwMcPv2bURGRqJdu3YAqriYbt++LcULBlSJSShCqg9UDb5evXph3LhxGD16NFgsFkpKSjBw4EBYWlri2LFjYLFYKCgoQP/+/UkW2JYtW9CjRw/069evyfkQO3fujOPHj0NPTw9FRUUYPHgw2eHv0aMHcQZrQl1euKysLBw4cABdunRBly5dGJ/t3LlTqqyYDrIqC76+vmjVqhX++ecfmc5qfSa/xvgO/XlWVhZOnDgBPT099O3bV+q8srIyjBw5EtHR0RCLxVi9ejWmT59Osvfq8vuSx16+fImAgACMHDmyVmeJy+XixIkTRFzjxx9/xP79+zF27Nha+6FIv5T9fclzunbtCnd3dwZP46ZNmzB79mz069evTuIIYrEYX3/9NVxdXXHjxg20adOGvD/0c6xp809e37t27Ypnz54xxGzu3r2LuXPnMoRyvqB+qG3M2NjY4MaNGzh+/Dg2b97M+CwyMpKUkUsKVSnSbm3nKdshUVaGjbL79ccff+D333+Xu/Y9efIE7u7u2LZtG4YMGYJBgwahdevWOHDggNw2P378iH79+hEbaOHChXB2dsaNGzcwYcIEDBgwAGPHjiU8+wcPHiQZtZJOq6qqKk6fPg19fX1cu3ZN6VVkjZmt8X//93/w8/NrVhzLNLS0tHDt2jUyP27ZsgWzZ89G//79cevWLbRr1w58Pp88h4kTJ2LMmDG1tjtt2jSS5V5TllZ90K9fP/z111+YP38+0aSQREpKCnx8fBjPtEWLFrh+/bpMzYqIiAg8efIEAAiPZ22oabzcuXMHr1+/Zti7S5YskeLIrO4vCIVCTJ8+He7u7rhy5UqdN5Ab0mdF4OTkhNDQUPz6668Ki4zS8PHxIWsnj8fDpEmT8ObNG5nPDwAGDBhA7EJ5PhxFURg2bBjEYnGtVCufQzbWvw2Nec8jIiIwduxYbNy4EZMmTcKJEyekaBQaY908cOAA5s6dC6Bxg6r/Fri7u8PV1ZVx7PHjxwwKLmXC2dlZpn8GQGruFwgEmDJlCkJDQ8lzLC8vx9ixY+Hl5YWzZ88qvXJGkbHHZrPh5+dHKkh27NiBPXv24NSpU2jVqhUAYPPmzTh27BjOnz+P1q1bS7XbvXt3HDp0iHH80qVLWLBgAVasWIENGzYw+tSvX786b8bV5z3y8fHBli1boKenV2eKjdOnT+PWrVvNbkO/PmjTpg3Onz+Pbdu21UiloWy0bdsW3bt3VzhDubmum3XpV32uQeG3XtIYdnNzg5WVFVxdXRnBaC0tLWhra9cajKYfipubG9q2bQsdHR1kZmbiwYMHePr0KQmCmJqawsfHBxEREcjMzMTVq1cJLcjz588ZCp9isRiPHz/G8+fP8f79e0Lw7+PjA3d3d3A4HCQnJxPF5w8fPhDnWSQS4d69ewgPD2/y7Nzq4PP5iI2NRXJyMoPfsaioCMnJyUQ4iRbyYrFYUsHo/Px8qR3kjh07omXLloiOjsaLFy+QlpaGLl26oF27dnIn/8rKSpkck/KgpqYGVVVVFBQUgKIo8Pl82Nvbw87ODpaWlqAoCurq6gwjVk9PD6ampo3CIVgbVFVViQp4VFQU3r59Cz6fD2tra5k7vQ2FSCRCUVERIiMjpXiHw8PDiViNLJibm8Pb25sholBXhIWFobS0FE5OTsjOzv5kjroimdFJSUlIS0tDYWEhIiMjcerUKanzKioqEB8fTxZKHR0dKXEcT09PCAQCtG3bFpWVlWQTRBYqKiqQmJiI9+/fo7CwEImJiWT8y1ITdnV1Rbt27eDk5EQyBmnRIw0NjWYrxqOurg5bW1uYm5tLldsnJCQgKiqqXuVYOTk5SEhIwNmzZ0mGZY8ePWBgYABXV1cSdEhKSqo1U1okEiEhIQGmpqawtrYGRVEoLy/H7du3cf/+/X8tHcSngpWVFRkLPB6POBFmZmawsrKSEm0F/pf18amhzAxbMzMzqY3Z1NRUpWwMZmVlEYGn3Nxc3Lt3D6GhoTXO++Xl5UhLS0NgYCAqKirw9u3bGgXAgKoAGy34CVS9lx8/fiSZirSom46ODu7evUuEliXRunVrtG3blmTJubq6IiMjo0FOSVMKp+Tn5ytdaVxZEAgEiIiIgFAohLe3N6lM++qrr4gY9+PHj8la9erVK6n1r0WLFnB3d0dgYCDJgHd2doarq2uj2C45OTl49OgR4/nb2trC09MTwcHBSE9Pl3m/z549ywjw6unpoXfv3kqfO9q1awczMzPcvn2b2MOKblZmZ2cjLi6OBELYbDZ69+5N5gETExO4uLjg7du3TV6No6KiAgsLC5JxLgk3NzdCX+Dq6ir1bvF4PEYlg6amJkxMTODq6oqUlBSpqklFhK5p26ax0Llz50/ug/1XYWhoCFNTU6ipqcHAwACjRo2CQCAgc8+rV6+QkpJC1orGyjCsvk4UFRXVuEb+lxEfH4/Tp0+jR48eUFVVxd27d9GiRQu0adOGcV5+fj6hBdXQ0ICtrW2ta3FhYWGN+jjq6uokoCprfqqOV69e4dmzZ3j9+rUUP3FWVlad+KEbArFYTDKShw8fjujoaMTGxsLIyAjq6uq4d+8ekpOTIRKJ8Pz5c7Imp6WlEcozOgOarmrq3r07XFxcYGFhQWIft2/fJvR2staiuLg4lJeXw8HBoVHjH/Q6QFFUnYPRJSUl/xqR+KKiIjx+/LjJfEcVFRU4ODjA2tpaofdDUaSmpkJNTY0IJMpDcHAw2Gw2+vXrp7TfbkwoHIyWFIqiJzFZgix1cTbGjRuH1atXg6IoPHjwAOPHj2cYIm3btsWpU6cwd+5c7N+/v1YBkh07duDixYuMY2vWrEH//v1BURSuX7+OZcuWSX1PIBBgzZo1UkqonwKFhYW4cOGCzM9evnxJeFh9fHwYO221YdGiRejTpw/c3d1JYO2bb77ByJEjleogZmdnMwQmvb29a31pPjUOHDhAuJxbtmyJUaNGNWrZ+JkzZ2otj6kODw8PnDp1CtOnT69XMFosFmPLli1wcXFBeHg4nj9/jrt370qd0xTBAkXKVO7fv0+y1M+ePUvEJ+qK+fPnY/78+QCA2NjYGtspKSnBxYsXicMZFBRUY9sjR47E999/32x3MuXB2NgYI0eOlEnNs3fvXpmiVIoiPT2dCEuy2Wzcv38fPj4+RPxNJBLh4MGDtQaKBAIBbt68CUdHR0LPUVxcjK+//rrGDYUvqB+8vLzQsmVLmZ819/GtzP55eHhI8c1fuHAB0dHRDW779evXCAoKwtKlS5Gfn4+JEycqnOV14MCBGrOh6wIWi4WNGzciJiYGnTp1khlQGDNmDNatW0fu7ciRI3H79u0GBaOb+zhqKpSWlmLRokXw9fUlfLs6OjqMbJ0xY8aQtSowMFDKXliwYAF+//13bNmyhQgmr1ixotHEuJ88eUIymWn06NGjRmHFtLQ0TJ06lXGMFjBUNpYsWQI9PT24u7vLFGKqDe/fv8ekSZMAVDmRjx8/Jllybm5ucHZ2xv79+5sVNdSECROwcuVK8rci75elpSVGjRqF8+fPy9Ss+dRYvHjxF6HDTwQXFxf07NkTFEVBX18fx48fx9q1azFu3Lgm7ceXdUJx3LhxA7du3cK9e/dgYGCAyZMnY+nSpVLB6JcvX5L1hBYkru0+p6Wl1egvWVpaYufOnURYvDZcunQJq1evVujc+qAu/mtQUBAMDQ1x6NAh/Prrr1i3bh2AKvrUiRMnkmQcyfkVgNRG3MGDB/HPP/8gMjISdnZ25PcLCwsxf/78GjdRHj16hNjYWMydO1fhYHRTbuj/2xAfH098yaaAlpYWhg8fXmtybl0RERFBxk1N2LFjB86cOUMScJs7FA5GV38BsrKysGrVKpSUlICiqlTcJXldhUIhtmzZgtLSUvzwww9QUVGBQCDAxo0bkZubiyNHjqBdu3Y1vlgvXrzA+PHjER4eLvNzHR0dbNu2TSafrCQyMjKwevVqREVFKXq5nxzDhg0jRkBiYiI2btwos8zd398fly5dkhvc6dChA5YvX46IiAicPXtWKmM6JycHq1atQnFxMSiKwsqVKwmFR3x8PCnfpbmV61pCQ1EUPn78SALUJSUlzVKNlcvlok+fPjA1NZX5uTIXAFdXVyIkaGBggO7du8ts/9ChQ7hz5w6Aqglo/PjxDS61Sk1NxdSpU5Gfn4/MzEySuQo0DyPQyckJrq6uuHz5cq2iKIqAoigUFhZi1apVSEpKQnJyMjp37gwrK6sGt33+/HmGsBsAubzSzRGHDx/GrVu3GMfCwsKU1r5IJMKmTZvQoUMHbNmyhfBQ9u7dG6mpqXjw4EGt5dkZGRmMza2ff/4ZoaGh+O2335TWz/8qJMXQzM3Na3z/Bw8eDFNTU2zevBkFBQW4cOGC0mmEPiUyMjIQHByMVq1a1VvsSxEIBAIS5K1OleTs7Iz169eDxWKBz+djzZo1Mtf18PBwjB8/HgsWLICPjw+AqiyIP/74A0BVsLN6pnN11DbXnz59WkqA1NjYuF6C1U2JqKgo/PTTT3JtxuYM+pnQc6K+vj5++uknmVk1khyhNC5fvox3794hPj6+cTv6/xEYGIjx48cznJ2+fftKCfhcuXKFaFckJSVh8uTJjMosQ0NDIoanKMrLy3Hnzh2ykdKxY0c4ODhg3759MgPGd+7cUXiTlU5OkayQ4HK5mDlzJhGjbihoQT82mw2KotC1a1eYmJjIPX/EiBGwt7fHhg0biBbDiRMnEBsbix9//JHYM4cPH0ZQUBB++umnGm3Zjh07wsbGBnfv3m1WAfbmYIP+l1GdW7c5YPjw4Zg+fTo2btwoV2vpC/6Hixcv4v3799i0aRPYbDY2bNjAmKOrJ4wBVYl/q1atAkVRKCkpwapVq8i9/vrrr9GmTRusWrWKET/IycnBrFmzMGDAAKnA2M2bN6X4+RtbVLEpxiufz8fy5cvJmhwRESH1+3v27MGdO3cahUawPteYnp6Oc+fOoUOHDjA1NcWePXtw//597Nq1S+n9+1ygoqKCH3/8EQUFBfjxxx/rRUHXrVs3kuhGx0Pp2JaPjw+srKyIxtunAm1nNKc1Xh7qTc5TWlpKBHYoioKvry9MTU1hZGSE0tJS5OXl4caNGygsLMS8efNgaGgIHo+H27dvg8ViYdeuXVBRUYFYLCblq9WRkZEhszyfhpqaGoYNGwZTU1OpwaSurg5dXV2oqqqiqKgI586dk+mgFRcXIz09vdnxUFlZWRFHU5ZYUUVFBdLS0vDw4UOphUUSBgYG8PHxwZkzZ0gWDo28vDwkJSXh/PnzpBRl8ODBJFD69u1b4pAaGxujZ8+e9bqWkpIS0g6fz4eKigopCRcKhSguLiZilnp6esjNzW2weF9dwWaz4eTkJJM7W9kwMTEhjoeVlRXGjh2LoqIiqfF548YN8v+0tLQa3wVFUVhYiHPnzkFTUxM6OjpQUVGBurr6J90gUFNTIzvDFhYWaNWqlZSwqSIoKCiQKsHR09NDeXk5Ll26RHapXVxcGMFosViMsrKyOpcjSVYq0NDS0oKZmZnSd0OVBXV1dSJaKI/+RFkQi8UICAhAeno65s6dC0NDQ2hra8PBwQGqqqoIDAys1QgoLi4m95jH4xHhvNOnTzdav/8raN26tczjJSUlxOngcDgwMjJCy5Yt4ejoiDNnziAhIQGvXr1SOrdfU0NVVZW8p0KhEDExMUhKSiJzCL0eqampQUNDA6WlpQ3mTRaLxVIVKQBgZGQEFxcXjB07Fmw2G0VFRfjpp59kBqNTU1Nx6tQpeHt7w97eHkAVbVlN77JAIEB6ejrEYjGhXOFyuTAzMyMCctnZ2cQOiomJkcqc7N69Ozp06AANDY06BQ6bEh8/fsSpU6eUzm/dUKioqMDAwAAUVSXMm5WVBT6fT9YkNpsNIyMjRoaUmpoahg8fTuyx6qhOZ/D69Wu8fv263n2kKApGRkYKv9d5eXlSY87MzIzYrVwuF4aGhkhOTibB6Pz8fJLgQMPc3Bzt27cHRVEyqdxkQSAQ4M2bN4Tq4927dygoKMDQoUMZ3xUIBMjKymKIodcGkUiE27dvM46pqalh5syZUrRW9UVlZSXjWbVs2ZJBk0HbJPQzad26NZycnHD8+HEUFRUhOzsbUVFRiIuLw/Tp0wm1QmJiIh4/flyr/WxlZQU9PT2Eh4ejsLCwye3tL2g+YLFYUFdXV5jep6CgAOnp6UoXSZUHV1dXdO3aFbt27foSjJaDnJwciEQiiMViJCcno6SkBEVFRWCz2QgODibxFSMjI3C5XCL8XlpaCiMjI4jFYrRq1QosFovEBTIzM2Fubo6ePXvCx8cH33//PSMYXV5ejpCQEJmVz/Hx8Y3qWygbtP3D5XJrtB2EQiHDLwdA7Ck+n4+cnBw8ePBAqkIf+B/FkWQsp/rfjQHah3JwcICtrS2GDRsGiqKk1mGg6j7k5ubWOXippaUFTU1Nhg3ZnMHhcDBo0CCkp6fjxx9/rFcbdnZ2JGE0OTkZe/bsIdRXLVu2JOLJnwr6+vrQ09PDmzdvlK6F0RhQijdJi1e5uLjgzp07OHbsGDZs2ID8/HyIRCJ06tQJy5Ytk1J7Bqpe4FGjRiE6OlqpXGEjRozAL7/8Ah0dHSllWUkcOHAAJ06cIMHY5oJDhw6RyVwgEEgt/JGRkfDw8Kg1A+r+/ftwd3dn8MPR+Pbbb8HlchkLzMKFC4lR0hh8YKqqqpg4cSKZ8FNSUnD06FGUlpZiwIAB2Lt3L2bOnClXZOXfip07d0qR6jcmH+u0adOwfv168Hg8ZGdnE1HDT7GLN2TIECLk0JAg7tatW6V2e3ft2oU+ffrU+t2bN28iPj6+wTuIS5cuxbx583D27NlmN6dwOByMGTOmxgysxkBcXBw6deqE5cuXY9WqVfVuh8/n49ixY7C1tf1sSo8+R5w7d46s1Q4ODrhz5w40NTXBYrFw6NAhkq1ekyDl5wAvLy+SBX3nzh3s378fmzdvxs8//wwAGDhwII4cOYJevXrBw8MDR48ebRT+PFoosG3btnUK8q5duxZbtmwBgFqDScnJyejatSvmzJlDjG9HR0eEhIRALBZDIBDA19e3RuG7x48f48WLF5gyZYrCpblfUIVOnTrhzJkzpFKnd+/eCAwMhLu7O4Cq7OCAgAC52axNAVpY0draWqHzT548iSVLljCOnT59mjjrLVq0kArqykJGRgYRb+ZyuZg8eTLh5FQUq1atwl9//YWAgADGd1NTU9G7d2/Cq11flJWVYcSIEbC1tcXQoUOVbiddvXqVEUQXi8VEvPnGjRtk4+z48eMIDQ3F0KFDIRAIwOfzMXLkSHTv3h3nzp3DypUrsWTJEoXeT3V1dUydOhUxMTFSAZYv+O9AX18fkyZNUjgB5Oeff8bff/+N0aNHM4Slv+DTQCQSYdasWYSreMmSJYzKjvDwcPz0009SgnwbNmzAsWPHcPHiRbi4uEjNaT169ICfnx+0tbVlVsGZmpoiICAAZmZmjX+RjQyhUIgpU6aAoqh6B1MDAwMxefJkuX67hoYGpk6dyth0pCiqThoPyqLp6Nevn1wfatKkSaQiW1HMnTsXS5YswcCBA5sl/VNjw9zcHEFBQRCLxRCLxbh69eonp5P89ddf4e3tjdOnT9dLA6qpoXAw+vnz5+T/dnZ20NDQwLhx4/Ds2TOEhISgoKAA7969w/HjxxEYGEh423R1ddG/f3+5fJRisRh5eXlS9BH1hYaGBnx9fdGrVy8YGxvXen5paWmzpI2orV+VlZUKceNVVFTIPU9WgFrWouPg4ABzc3OlZENVF0oRiUSoqKiAq6srWrZsCSMjo0bfxeFwOBgyZAi8vLw+eSlaZmYmjh49irCwsHpxHdYXb9++xfXr1wFUPfNnz55BJBKBoii0aNFCITGb+kJFRQVOTk7E+TI0NERlZSWuXbuGyspKkjlWV8gS4uLz+eDxeBg9ejSZYzp06AB9fX1cuXKFBHEyMzOVsvmioaEBQ0PDTyLIWRPMzMyIOFteXh5u377doCy6ukAoFCI7OxtPnjyBv78/Bg4cWO+2ysrKkJ+fj7S0NNjY2DRJJcO/GYmJiaTsXFNTE76+vigrKyPvH5vNxvHjx9G+fXt4enpCT08PFRUVn3zerA9EIhHi4uLIOy8UCpGcnAxfX1/weDwAVfywTk5OAEC4o1VVVaGtrY1WrVohIyOjRlGf2kBRFAYOHEiyXSMjIxEfH0+yGOqCoqIihTcs6XcwPDxcqny2TZs2cHNzq3UjsLKyEqWlpc1OYIye21RVVWFmZoYpU6bgyZMnUhRKnxI5OTm4fv06unTpQgSbJW0zPp+PkydPwt3dHd26dQNQZQOeOnUK7dq1Q9euXRntvX79Gk+ePFGqSGNlZSUePHjACObyeDz4+vrKFK1zd3fHlClTEBAQQBwvPp9P3i8Oh4Pjx4/XqsUiEomIrctms/Hq1asaM5C9vb1hZ2fHGK+FhYVITk7GiRMn4O7uDm9vbwQEBODZs2dIS0tr0Nru4eFBqkgMDQ3Rtm1bpKWlKVVwq/omuEgkQk5ODnJzc+Hv70+EFQcOHCg1T+Tl5eH169fw8/OTOS97e3vLpHWhM2JLSkoY/h1QVVGpDCqzL2ieMDIyIkK42tra0NTUVNhmLS4uBp/PR0xMDMzMzGBvb9/o9gCLxcKQIUNIIDUyMlIpOg7/FkjGT9TV1RmxDyMjIzJ/6+vrk8/U1dUJPzi9qfDkyRM8e/YMJSUl+PjxI65fvw4fHx9oamoyfq9Hjx5wd3eHhYWF1Gd1BYvFwuDBg9GpUycyjlgsFpydnZGent5k2fCS97Bdu3ZS9K/h4eGIjY1lHLOwsIC1tTUSExOJMKOVlZXMzUA1NTVoa2s3KL7RkPcsOTkZXC4XTk5O4PF4xOaVhFgsxsCBA6GlpYUrV64oHJjX0NAgWfefCq6urvD09JQ6LhQKcf36daXTpiQkJMDPzw89e/aEtbU1senFYnGjiEgrCnt7e/j4+KB169YwMDBotlWM1aFwMFqS4mHMmDFwdnbGn3/+ib///hshISEAqjIc5s2bx/ielZUV9u/fDx6PJzWwG6OU0tDQEH/88Uez5zb8XEBRFHx8fGBrayvzedE7ddX/lfxM8ly6TUnweDwMHDhQbtm4sqGqqoqffvpJ7gZJfVHTrqW8+xQfH481a9Y0eVnx9evXSTBaEmw2G7NmzaoxGC3vOSoCsVgMdXV1DB48mLEov3r1CnPmzGmUjSFNTU38+uuvjGNpaWlYunRpk2wAKGM3W9Y9l9WurPcQ+F+pI1DFczZjxowmDypdvnwZN27cwOPHjxkZgIrOHfTf6enpuHTpEkaMGAFdXd3PMjDaXPDkyRNMnz4dQJWwTa9evRif02v6smXLZBp6gPTYrOvzVBR1/U7184VCIQICAghX7cWLF6Gpqcm4rmnTpmH27NmM6wH+t0ZFRUVJBaMVnfeBqgDdhg0b0KlTJwBV2c07d+5U+Joaijt37khlvaxevRpubm51aqf6dTXkucg6Vpe5rXXr1vDy8iL/P3LkCObPn9+sgtGxsbGYMWMG/vzzT4wfP15qvS8qKsKyZcswduxYEozOy8vDokWLMG3aNHh7ezPOv3v3LhYtWqTUPpaVleG7775jHDM0NISPj4/MYLSPjw+6du0KX19fmVlAND1TXSAUCnHv3r0azxk6dCgGDhwoJYaVn5+PxYsXY8qUKfD29sauXbtw5cqVOv2+LIwePVpKyOrGjRsNDkYrsqZ/+PCBzEdcLhePHz+W2dbr16+luLppHDhwAI6OjlK/RSM5OVmqrLxDhw6kzFjeXC7vfZR1jqxrk3UvaHxZ05UDec/GwcEB/fv3J39L/gvUfv8FAgHu3r0LBwcH2NvbN/p6zuFwsHHjRtLHdevWfQlG14Ca/El5fjwAHD16FHv37gVQxS09ffp0+Pn5kbFCY8GCBURzpKG+K5fLxebNm0nwVywWg81mo3fv3nj79i3evn3bIJ9TErLGnKw2hw8fjvXr1zOOffvtt1LB6LZt28LT0xOPHz/GmzdvAFRtXtK6W3Xtk6x5sL7vFv19Gs+ePcObN29gbW0tN1hKURSWLVuGoUOH4t69e3XShaGzgj8VBg4ciB07djCOicViVFRUwMvLS+nB6EePHuHRo0e4ePGi3Gqyutixss6vz7P39vbG4cOHAfwvubSmdpW1njc0zlEvmo7g4GDEx8czJqhNmzaRksNLly4RsZB3795h1KhRYLPZEIlEiI+PB0VRGDFiBFgsFoRCYY00GkDVxNevXz8AVc7z1q1b8c0336B///6MMqE1a9agoKBAabxu/yYsW7YM7dq1w5IlS+qdhS5roNHHqv8r6/zmZmC+ePECGzduVJroXG0BCclzFLkX8+bNI1mkYWFh9eY2qgtYLBb69+8PY2Nj3Lt3T+biIhmEqA3VJ6+goCBkZmbi9u3bjEyMoqKiRiHZ//3333HhwgWp43w+v8kE2JQx7mt692Qdo/81MDBA7969FaoSaQqIRCLcunUL5ubmJBhe37njyZMniImJwfjx4xuxx/8dZGVlYcKECWjTpg0uXryITZs2SWXMyYK8Z6XstaCu36Gzfvr06QMWi4Xy8nKcOXOGBKOBqgDcvHnzyCbYn3/+iQcPHmDXrl1yuXrr0q/a5vtJkybBy8sLtra2tf6OpqYmfvvtN0a/8vPzG7SmA8CZM2cQFRVFnCkaXC4XO3bsIH07dOgQLl++jKtXr8LGxgY9evRQ2nNUZHzUZe1srti7dy+uXLnCGIPVQVFVQtKTJ08GUEVzNGzYMMY5sjiQR4wYgUmTJmH16tVSzxKoEsj86aefyLvwzTffQF9fH5s3bwZFVQlXLVu2rM6UFt27d2eILIrFYty/fx9cLhc7d+7E9evXSTa+vb09tm/fDi6Xi8rKSqxYsaLOmW+///47Tp06Jde5DAgIwLBhw5QqxtsYqG2M9+3bF2lpabh9+zZEIhEEAgG++eYbiMXiOlEk7d69GwEBAVJzB42ePXvi0qVL+PHHH8k9i4+Px8mTJ9GjRw+YmZnJnMur/1ubnVvTe0v7dTQuX76s8PV9gXwoMte+f/8e3377LSoqKsDhcLBt2zaZmfStW7fGDz/8gAMHDkjRKDbFeg5UjctVq1b9J6kAFMWZM2ek7o9kFWRsbCzWrl2L6OholJWVYf78+SS7OSoqSqq9X3/9FcePH2fMt9u2bcPRo0fl9qEuHP00Xr16hTVr1jCSZEpKSpCSkgJPT0+ZY7KukDXmRowYgRYtWmD16tUQCATYvn07WrVqhcrKSnz33XfkWqrrA1WHhYUFxo8fX2eqLcn5MyAggKy/rq6uaNu2bb3frYYEhk1NTXHixAlcvnyZbE7UhBMnTuDp06fNjtP91KlTOHbsGBITE8mxqVOnYvTo0bCyslJqZZksKGLHylo3a/o+UBUvmTlzpszY6f379zFs2DCsXbuWJFzW1K6y1vOG2uX1CkanpaWhpKQEIpEIWlpasLe3R8+ePdGlSxekpqYyjMCioiKZGZjXrl1T+PfatGmDoUOHAgDhTraysoKzszMRW6EoSm7m1hcAlpaWcHZ2rrWMwsTEhIg+0oNRlqBNQ3dBZO20VFRUID8/v9H5bcRiMVJSUpCeno4rV65ALBaTkpWadockP68L6nufzMzMSLZ4QzkPFQVFUWSM5OfnQ1dXF9ra2igqKmIYCdWviRYdSk1NJY6SsbGxVEbVx48fERsbW+vCriw8f/5cZkCNzWbDwsICbDYbYrEYmZmZCmdlq6iowNzcXOZzpTfH6BJ62shTZAw05J2S910ej0coUUQiEdLS0oiQWVNDV1cXBgYGyMjIqFX8RpFs0/T09EY3Jv7NePv2rVRg9tatW9DX10fr1q3rtKnbkHlTGWtJcXGxzDGlpaWFFi1agMPhoKysTKpEUigU4v79++TvqKgovH//Hl9//TWDAoOeLxoKsViMtLQ0pKamwtzcHC4uLnBxcVHou2w2Gy1btiTl1cbGxiguLpZZblkXJCQkICEhQeo4RVFwdHREu3btYGZmhqioKDx//hwpKSkyS7prGwP1RW3t5ebmSjlBsijImgOio6MVyujr0KED+b+s4IKs63N0dISvry+OHTtGbChJCjw9PT0MGTIEHA4HpaWl+Pvvv2FiYgJfX1+wWCzk5+dj7dq1db4mCwsLxtopFosRGxsLHo+HQYMGIS8vDw8ePEB6ejp4PB5atWoFExMTqKur17rBbmBgAE1NTaSmppL3u7YNspSUlE/O10ijvu8CRVGwsrIiIqolJSXg8/mEUqkuePHiBZKTk+XyyltZWcHS0hIHDx4kx8rKypCZmSnXFlc0w7C279BIS0tTShb7FyiG8vJy5OXloaioCK9evcLVq1dRXl4OLpcrVXFAw8DAAEOGDEFAQAA5JhAIkJ+fD3V1dbK2Knv+z8/PJ/P7y5cvceXKlSYTT/wcIW89p59PaWkpYmJikJ2dLWX/yMLz58/BYrFgYWFBYgGxsbG10i8pCrFYjNTUVJSWluLq1asyN9osLCxgZGQELS0tsFgspfjoIpEIBQUF0NDQQOvWraGuro6Kigq0atUKXC4Xb9++xZ07d/Dq1SsAVTQb1TnSVVVVyW9pamrWWG1N96u8vBylpaXQ1NQkvnZ5eTlKSkqQlJRE1i5LS0spSiZJGqzaIOse0NfMZrNlVjvR0NDQwMCBA5GTk4Nbt24BqIrPpKWlyfQdMzMzUVlZCQMDA2hoaDTYLzMyMgKPx0NqaqrCFbwFBQVISkoim6dpaWkIDQ0lsUaaxq1Lly4YOHAg0tLSkJGR0aB+Vgf9HGXRm8gblzWNVXnfEQgEeP36NUpLS2FnZ4fMzEyiZ0PbPzNnzlS4+l/Z63l91oAGCxiOHDkSgwYNgoaGBt69e4eePXsS5dbGxNq1a/HXX3/h4cOHzSbrrzlj/fr14HA4tXJM7t69Gx06dMCRI0eIISqrpKOhxoasnZaEhATs27evXruqdUFpaSlGjBhB1Idr65esz5sCW7duJSXcTWV8VVRUYPz48WCxWKioqMD333+PmTNnws/Pr8b3ms6g6datG9LS0gAAhw8fxvDhw8k5YrEYt27dkip1+hQwMjLCvXv3YGhoCLFYjAkTJuDmzZsKfdfJyQl3796Vyf3F4/EgEAhw6tQplJWVYdy4cQqPmYaMLUW+y+fzMXr0aERHR3+SYPSsWbOwatUqnD59usbMQECxbNMvaBjat28v02g6d+4crl+/XiexvobMmw19nmKxGJcvX5bJ5ezp6YmFCxfWqb3CwkIMGjSIwbVmbGxcr0BQdQgEAkyZMgWenp64efNmnbjlqvdr37596N69e4P7JA8VFRUYO3YsunbtiqtXr2L58uWYNm0aevbsKbdiRvJfZaG29n799VdEREQwjjWG+PKnwrBhw9C3b1/Gsf3792PFihVS57LZbBw5coQ49Fu3bsW2bdukzlNTU8O5c+eIY69sDBkyBAYGBuByuZgyZQpGjBiBwYMHIyIiAp07d8aqVauwbNmyWttZuXIloS6prYKyOaKha7qBgQFmz56N4OBgBAcHK7FnNaNVq1bo37+/3OSVpsqE/YLGQVRUFF6+fIl//vkH7969q3dVYnJyMvbu3YuBAwcSagJlP+cDBw4QehqhUPglEN1AuLu74+nTp1i7di327Nmj0Hf09fVx+/ZtkvU7ZcoUpW0eVVRUYNy4cQAgt+Lj4cOHiIyMxPTp00lAuKE+el5eHg4ePIjQ0FDcv3+f6A3RFGoAGPGSzp07Mz4DIDNRTx7ofr158wbXr1/HqFGjCH1STEwMbt++zbDH27VrJ0VzFRwcjEePHin8m9XB5/Nx/PhxuLi4KCTEO3r0aAwZMoT0u1evXjKTtubOnUvE6UNDQzF48OAGCZxv3boVXbp0Qbdu3RSmw/L398eFCxdw9epVaGhooE+fPozq5zZt2uD69evQ1NQEn8/HqFGjEBMTo1RfODY2Frdu3ZLpVylzzdTV1cWNGzdIwtCsWbNw7ty5OrffGH2rb3t1CkZnZ2fj7du3aNGiBXR0dABU7TaoqKjg6tWrePr0KbKzsxVe2Dp16kREgtLS0nD58mXGwLCyssKQIUOgoaGBJ0+e4OXLlyTrurS0FDk5OYiMjISTkxPs7e3l/o6uri5mz56NsLCwBr3InzNqy/p0cXFBz5494erqCm1tbfB4vCYnPheJRODz+Q2axBSFosJPjQ1TU1PMmzcPjx8/lqILKSsr+yROtaQIYEhICNTU1BAcHEyOd+vWTYrf+9WrV7h//z5yc3PJ+3/37l3k5eUxzktOTlZaPzkcDkaNGoXS0tI6l3WyWCxoa2tDV1cXYrG4TsILeXl5OHnyJLhcLlgsFkaOHMkofy0pKUF5eXmjZPgruuNIURScnZ1hYWEBiqLw5MkThIaG4v3793UKMioDBgYGGDlyJLp16wZdXd1mJ+74X4U8mpqKigoydnV0dDB69GgGZ62amho8PDyQkpKC1NTUJumrJCTtj6ioKAQHByMnJ0em3ZGcnIx9+/bBy8sLrq6uCrUvFoul1geRSITDhw/DzMwMHTp0QEJCQp2pMczMzEj1lr6+PiIjI8Fms8FiseDi4sLg6edyuZgwYQKePn1KSqKr9+vGjRtISkpirO39+/eXsoWuXbuGgoICjB49mjHP5ebm4uzZszWut8XFxYiPj8dff/2Frl27wtnZGZMmTYJIJIKnpyfev3/fpMK7kqAzkV68eNFklEuNjYSEBOzZswf9+vUjjqqKiorUpkXHjh0xb948XLlyhfEOUhTFqGiQzJrPyMjA3r174e3tjTZt2uD9+/fIzMwklB5lZWVSGdd8Ph9+fn7w8PBA//79kZiYiKKiIpI9JgsURUFFRYVs1vJ4PCLAJxQKUVBQgIcPH0JdXb3WsaOmpgYjIyNMmTIFERERMqssaairq2PMmDH48OEDI3uzuaOmNZ3FYpH71xCUl5fj6NGj5DnStCynT58mNua7d+/I+Ww2m5H19wX/LtBBXXNzc1LJIBaLIRKJcPbsWYSHhwMAY5MvLS0Nf/31F4PKQSQSoby8HImJiRCJRGjVqpXSBOhLS0sRGxuLxMTEf838/ikhFApx+vRpUuFVFwHz8vJyXLhwgdhdyvTjAEgJz3M4HIwePRrFxcUkE14gEMDNzQ2qqqoyM7/rCrFYjPLycmhpacHJyQnOzs6kkjU8PJxkfmtqasLZ2RlWVlYNrkIDqiqU3NzcGOu0UCiUsl85HI7U7zV0HQCqnuXHjx/x9OlTODg4yBRbpKGqqkreZ0kqLhqGhoYYMWIEfHx8yCaBlpZWg9cNdXV1aGtrM9oZOHAgoYyLiYmRSg4pLy8n44S2MyTvKZvNho6ODp4+fdpovrBQKASfz2/0dZOiKGhra5P3UZYtduPGDXz48IHcA2VXrCgbCo9supTi+vXrGDt2LIPjUCwW448//sDt27fJMUU4a3x9fbF69WpQFIWgoCBcu3aN4Ri1atUKf/zxB65du4aLFy9i3759jEWpvLwc9+7dI6nq9O9Wh7GxMXbu3InffvvtPxuMrg1eXl74888/AYCRAfspBjBFUQzemsb6DVntN/X1Ojg4YNq0aVixYoXSuKuViQsXLkhxLg8aNIhwWdOYMWMG/Pz8GMcOHTpEuOMbAyoqKli/fj2DbkVR0GILIpGIjDdFx1xqaiqWLl1K+uDp6akwv2xDUZcs665du8LMzAxisRgXL17E9u3bG7l3smFhYYFdu3aBx+M1yUbTFygPJiYm2LlzJ8Nw1tbWxoABAxAUFNTkwWiajsvBwQFAFZ9uTQGq9+/fY/HixdiyZQucnZ3r9XtAlbO0Zs0aTJgwAf7+/jh9+nStwejqa4mjoyMJMAIg5Y8cDgcWFhZQU1Mjn6mqqmLDhg24ffs2rl27JnNOqj7fAsDMmTMxcuRIMp+JxWIkJSUhISEBP//8M3EoKIpCTEwMLl++XOuGZ2JiIhYtWoQdO3agTZs22LBhA7muq1evNnkwmr4Xurq6GDBgQK1lxp8LKIpCZGQkIiMjcerUKcZYoUGvW926dYOPjw/i4+NJJVL186ojKSkJixYtwvbt2+Hq6oqgoCCEhYXB399f7ppXXFyMtWvXYsyYMejXrx8iIyORnJwMR0dHcDicGsWw6PVV1jnyBJRlQU1NDZs3b8bVq1dx8+ZNuWW7Ojo62Lp1K65fv670YHRNFGUNRVPYmyUlJVi3bh1GjBiBfv36QSwWIz8/H6tWrZJZpST5DCX7p0z7mB4fkr/3BU0LLy8vfPz4EXFxcaisrIRQKJRrJ8bHx8sVTY2OjkZCQgLs7e0ZG2f1GSv0WCgsLMTNmzeVkgldfQz/FyEQCPB///d/UsdrowkAqpK31qxZ02h9qw5VVVWsX78eycnJuHr1KkkY6tWrF/h8vlKC0TQcHBzQokULTJs2DVZWVgCAjRs3IiIiAmKxGPr6+lKVcg2BlZUV+Z2aIDk/Sh6TV81dF9AUhyNHjoSenp7cSrfqbVe/B1ZWVvj999+hqqrK8KnrAkWpK+bNmwdfX18AwJ49e2RWKtbmw4vFYly4cAE///xznfpYFzRl/EieaCRFUdi3bx90dXUxb9488Hg8pdHONhYUDkYfPXpUavdKHkaOHIk5c+Zg+fLlNQoNHD58GI8fP8Yff/yBNm3a4ObNm4wbW15ejmPHjiE7OxuqqqoYOXIk3r59iwcPHqBr165o0aIFeDwekpKS4O/vjx49eshVtfyC+uFTDNQNGzbAwMAAQNXuDk1VoSzweDzs2bMHWVlZWLVqFcTiKsXV8+fPw87ODj179mw2L2hzxO7du6UC1M2BeqMuyMnJISVI3333HTZv3kwM7cuXL2P37t2fuIfKwevXr7F06VKZglZf8AWfAzQ0NDB48GBi8P7++++Ec14WNYcsHD58GAEBAXUSWPHy8sL333/POFYXcRpF1xChUIirV6/KpOzIzc0lQnbV8fDhQylKqy1btuD8+fPYt28fI5MlNTUVX331FTgcDlgsFn7++ec6O1f79u3DgwcPsGfPHoWcqcaCSCTC9evXUVpain/++Uepjumngo6ODvbt20fsHjc3N5nnpaenY/78+ejTpw8WLlyI7du3E2EpGxsbcl5eXh5u3LgBoKqkWhJ8Ph8nT55EQUEBzMzM5I4vSRgbG8Pf3x+ZmZng8/k4c+YMqXCRxbt4584d5OTk4Pz58xg3bhxmzJihwF2oGZ06dcKtW7ewY8cOspEjCXpNVzZN4IEDB3Dnzh0AVaXTn2pTVxl4+PAhEYOneYNlIS4uDv7+/ujTpw/hqAeU4w+Ym5ujd+/eOHr0KFauXAkAtdJ2fYHyQT9LXV1dTJgwAS9evFBIsFgeysvLce7cOZK96ePjU2PFsjyIxWLcvn0bycnJSkle0NLSwt69ewmd59atW3Hv3r0Gt/tvgJqaGvbs2QNLS0upzx4/foyNGzd+gl5VrVEzZsxAeXn5J9k8mDJlCry8vHDjxg2UlZV9knjA6dOnERkZyTiWl5dH5mxjY2NS5VJfPHz4EMHBwbh69SqDi9rMzAx//fUXyRQHAGtra1y+fBknTpzA/v37pdqqrKzE4sWLERERUaf3dvny5ejfvz/jWOvWraXauH//PkkAkSVO7OrqCk9PT0RGRqKwsFDq+7GxsRg4cCBDzPBzx8OHD7F582ZGnLVPnz5YuXIlNmzYgA8fPmDs2LHIyMhAaGio1PebU5xL4WC0pNOjra0NfX19UBSFvLw8pKeno7i4GCoqKrC1tYWnpyd69eolRfZeHYmJiUhLS0NxcTHs7OzQu3dvxucJCQk4fvw4gKoUe2tra1RWVsLQ0BBWVlbE+C4uLkZxcTEps9DV1W1yionPFRwOB3Z2diSDMjk5GR8/fqzz7payQFEU3NzcSEm1ZOmgssBms9GlSxepUiMVFZU60TUoA2VlZXj9+nWT8KwrC2/evPnsg5sVFRV4+PAh9PX18fr1azJ32dnZISsrizifFRUVSEpKYhhEqqqqsLW1JeXIyijdUibU1dWhqakJDoeDgoICBAQEfDKePRsbG9jZ2TWrRe8LFEdFRQXevHkDKysrmJiYMD5TV1eHgYEBCgoKGmV8icViYlRaW1tDQ0MDYrEYb968qbMz+fbt2zorfRsbG6N3796MsVtQUIDXr18jNTUVOTk50NPTa7CtQVedyYM8h54uX87LyyPzU3R0NPLy8qQ468rKyhAYGAigKrvlxYsX0NXVrdM6Hx8fj9TUVMI5/6kC0iKRCKmpqcjIyCDiQp87VFRU0LVr11pFMunnSN97e3t7xnOgs9RpSj36HEmIRCJiV6mpqSkcMJL0AehNIPodpWl91NTUiIBRUlIS3rx5A1tbW3h5eTEy8A0NDWFgYFArX+3Hjx/x5s0b2NnZgcfjwcLCgkFnIwl6TVc2JAXBiouL8erVK7IB0NSwtbUl9kZWVlad7casrCyF5k5agJkWndTT01PaGq6urg47OzukpKR8CQo2A6iqqsLOzg6lpaUoKyvD+/fvFRZJk4RIJGL4VI6OjqSiSkdHB+bm5oy5QhbKyspQVFSEDx8+yKz4qA+4XC66du0KPT09pKSkyJ0/aF+4qKhI6cJmzRW0LyxL6KwmCgMtLS2ZdCxCoRD5+fkNDiALhUKEhIRIHUtISEBFRQVZ51gsVqNQ/zk4OMDGxgZJSUn4+PGjUtuWBR6PB0NDQxQUFBDb7f3797XqJBgaGjaIzjMzMxOFhYW4f/8+oXuztLQEi8WSeoYcDgfm5uaEGgKo2jR4/fo1zM3Noa2tjbCwMDx79gxAlS4TvbleWloqlTiiqakJS0tLdOnSBX369GF8VlhYiOTkZEbWdl5eHrFBSkpKYGhoyPiOubk57OzskJeXh6ysLBgYGKCoqIhcV2FhYaPRd9FxgqaaN+h34dmzZ1JrqJmZGXr37o3du3cjLS0NNjY2nwXPfr0IaPr164dhw4aBw+Hg+PHjWLx4McrLy2FnZ4egoKBag9ANgZ2dHebMmSOTO+f27dsIDw/HjBkzGCWvXyAfJiYmuHv3Lgk0LFmyBOHh4ZgyZYrSuL8+B2hpaeHy5cuorKzExYsXm+x3nz9/jlWrVtXL+PuChuPatWsk8Gxra4tHjx5h1KhRGDp0KICqwLuPjw+Dl9XJyQn3798nTmFzC0a3b98ePj4+4HA4dQ7AKRMsFgv79+9H165d6yTU9gXNB+/fv0f37t2xaNEibN26lfGZu7s7WrVqBX9//warZ8vDnTt3UFZWhqVLl9ao/t1UuHnzJmbMmAGhUAhNTU3MmjXrk9kaPXv2RIcOHXDgwIE6cd+JRCLMnTuXKLvXBaWlpRg1ahT69u0rVR3zBU2Pa9euyXRY61MuW1/cvHmTBGtpTmJJ+Pv749SpUwwbh66c7NmzJ4ODtjq2b9+OgwcP4tGjR3j9+jVGjx5db7E1ZSA8PBwdO3ZEnz59iN5NU4HL5eLo0aPkdzds2KD0qsHquH79OgwNDTFz5swva/i/HDNmzECnTp3Qp08fqYzM+iAgIAAPHjwAAIwbNw4bN27EuXPnEBcXJ/c70dHRuHPnTqMETx48eIDx48fL9bVMTU1x7949XLp0SS4dyRdUoW/fvjJpz2hRwMbQyykqKiJ+GT0+1NXVMWvWLAaN3OeIVq1aoWXLlvjnn38UFuo1MTHBzJkzERQUJDPrtb749ddfMWjQICm79t27d/Dx8WHQ07158wZeXl5Ys2YNvv32W8b5ixcvJiLFDx48gK+vLyPA3bVrV5w5c0ZmnCkgIAAvX77E6NGjyXckY36urq5SGyiSSSEGBgaYOXMmgoODERQUVMc7UHekp6ejV69esLW1JZVHjYmCggIMGTJEbmXT54h6BaPZbDZKS0tx9OhRPHjwgARq8vPzsX//fqiqqkIkEiElJYV8p3PnzvDy8sI///xDdg98fHzQtWtXKb5VgUCAqKgoxvdpsFgsuUaRUChEcXExwsLCYGFhQTj3cnNz4e/vj4CAAFAUhbFjx0JVVRXHjh37z3OYFhcX4/Dhw2S3mKIouLi4/KtFxiorK3Hw4EEUFBSQiY6iKKirq0NdXR1eXl6M87Ozs2s0oOoKKysrmJmZ4fjx44iLi1OY/uYL/odu3bqha9euMDAwgIqKCr799lvcvXsXL1++xJQpU8iG2M2bN2ukCqIFDwCQ3WUul0sy5GUFmrKzs/H333+T+as6uFwuZsyYobAKsLKgrq6ONm3awNbWFmw2G8ePH0dYWNgnrXLg8Xg1BuvkcVY1Jy6r/zLEYjFKS0vx+PFjKZ41ek1X5Dkp+jwrKirw/Plzkh3y8eNHVFZWYvfu3VBXVyccyE2B+Ph47Nixg3Hs2bNnxN6hKAqhoaGwtLSUye/b2OBwOFBXV0fHjh2RkpKC+Ph4hb9b2+ant7c3PD09cfz4caioqGDcuHGM52dsbIwnT540SdbQfxVFRUXw8/ODg4ODlEZDeno6Hj9+jJycHJnK7YB83l9lw8nJCXp6egBAsrRbtWoFXV1dvHjxgrHG0uByudDW1sb06dMRHh6OEydOyMymq6ioQF5eHvbt24fMzMwmF9+tDpFIhNLSUlhaWqJjx46IiopqskQCWlyOzhhURsCwOrS1tTFlyhTweDyIxWKcO3cORUVFddbjqD7e3r59i5ycHEyZMoXMlf379wePx8PRo0eJMOvgwYPh4uKivAv6AoWhoqICDQ0NpVUVC4VC8Hg8TJkyBT4+PuByuXBxcSEZjS9evGDoTAFVFRfy5jNJdO3aFZ07dwYApKSk4NSpU3LHaFlZGfbt2wc1NTXMnz9fbpu6urowMDCAp6enVGANqBrXp06dkhmX+FxRUVGBgwcPwtPTE6NGjZLSuPj2228RHx8vpQthYmIiMw6jpaWFzp07k/k+JiaGIYrLYrEwfvx4mJmZAQCCg4OlMqBrQllZGRwcHDB8+HBcv34d7969+1dwgNNC1uPGjZMZk8rMzMTx48cZn9GVufb29hCJRPD394dAIECrVq3qtN5rampiwYIF5D66urqSeNCzZ89w9+5d0of8/HzG+0mvh4GBgWCxWAx7kMvlQkVFBf7+/oxguYqKCqZMmYIuXbpAQ0MDN2/eRGJiIqZOnYry8nK8efMGGRkZEAgEcivV2Wx2jTGqsrIyREVFITU1FSwWCxMnTpSq7ASq5pvTp08rfK+AKtrAqVOnknvk6OhI/CR9fX106dIFsbGxdRZdrYudxuPxMHnyZPLMrl69SgRJX758iR07diAhIQGFhYXYvXt3gyr+m8pHr1cwWiQSIScnBxs3bmRE5rOzs7F+/Xqp89lsNvr06YP169cjKCiIBKMHDBggRYovFotRWVmJ4ODgekX9+Xw+Hjx4AHd3d9jb24OiKOTk5GDTpk0oKioCl8vF/Pnzoaenh7Nnz6K0tPRfMZnVFwUFBdiyZQv5e/z48Wjbtm2925M1QBUdtDQZO630DKBRAmkVFRVSQQagKjCpr6+Pnj17gsViEaPs5cuXiI+PV4rYIUVRsLe3h6enJ1avXt0sRQubE+QtODTXM1BlGG3fvh2LFi1CUlISVq9eTUqPs7OzSTCaoigpQ1uRDDIOh8MQZE1PT8eaNWuwfv16mcFoOjielJSEY8eOyW2/PuNH3vslFouhoaGB7t27Q0VFBQKBALt27WKooTdHyLv+L4Ho5oWHDx9KlcCvXr0aHTt2hEgkYgiBykJtz5OiKIhEIvD5fAQGBkoFnTZt2tSg/tcHL1++xIoVK+R+Ttsa7du3JwEWZRtotbWnqqqK7t27Izo6mlRB0HOmSCSCUCisl33Tt29fLF++HPfu3SPCcJKZKYmJiTh27Fid21UEtV0zi8Uiztun2mhrDAiFQgiFQvL8CgoK8P3332Pw4MHo27cvWCwWecdSUlKIkygPjTGHVr/fLBYL7u7uUud16NABNjY2iImJkfoO/ew4HA6WLl2Kx48f49y5c6ioqJA5Vvl8PrZt26bcC6kH6PsPAM7OzujRowfi4+MZwWhlremyIBQK8fvvv9et03JAX0v1wIeenh42b94MPT09iEQivHz5EpGRkXUKUMq6ljdv3iA2NhY7duxAixYtAACjR49Gr169cOnSJRKMHjduHMaNG9eAK/sCWVBkjNG2sDLnVk1NTaxduxampqagKArt2rUjPl5iYiKpSqwr+vXrh9WrVwOosk1Onz4tc+5gsVioqKjAtm3bMGzYMJw9e5bY8vLWRU9PT3Tq1EnquFAoRGRkJNLS0v41605FRQV++eUX9OvXDyNHjmTcExcXF2zbtg0XL15EdHS0Qu2pq6ujV69eAKrWivT0dLKZRQdPFy1aRO7v+vXr6xSMBqo2Ordv346srCwkJyfXKsDYkHWQniebIkZEURTmzp0LOzs7qc8iIyNx8uRJMl/TNhBQtRlsYWGBFStWoLy8HK1atarT7+ro6GDFihWMykP6HX306BHDBmaz2TLvx507d6TeZbFYjLKyMuzYsYPQqbFYLGhqajJ89NOnT+Pq1asYNmwYCgoKarRrFH2ehYWFuHv3LoRCIVRUVLBkyRJ4eHhInXfv3j2cOXOmTs9XR0cHGzduJBz0QqGQJMhYWlqib9+++PjxY52D0XUZp+rq6li2bBmhTElJSSHBaFoEm8amTZvQoUMHDBo0qF7vQlP56PUKRq9btw6amprEgKgJ9vb22L9/PxwcHBRqOzQ0FDExMQq1XRPi4uJw5MgR9OvXD5aWlrh+/TqEQiEoikLr1q3B4XBw+/ZtHDlyRCYZ+38FxsbGOHz4MBE7ev78eYP4ixVVRpUFWpzyypUrZNepqTKvioqKMG7cOEK5sG7dOgwYMABAFX3DtGnTcP/+fQaHdV1fRgMDAwwZMgTnz5/HmjVr/hXCS42JFi1aYN++fTJ39WxtbaWOde7cGWKxWG7JVs+ePaUEyW7cuCFTYZqGjY0Nbt68iePHj+PPP/+sU//NzMwwdepUhISEyOQ2VdbCIBaLcf36deTl5eH48eOYPn26lGjVF3yBsuHv74/AwEB8/PgROjo6GDJkSL3GtI2NDXr16oXNmzcTwZjPFco20BRtr2/fvli6dCmAqgC1trY2rl27hm3bthGxx7rg0KFDuHXrFhITE5ucjqCma3Z3d0fbtm0xZMgQREREYOHChf+KwEBeXh5GjRqFgQMHylyjevTogW3btsHJyQkTJ078ZJVrDx48II5XixYt0K1btzp9n17TJf2B1q1b4969e9izZw/++ecfpfZXWVBVVcWBAweI3UFnqlX3U5Tp7DUm1q9fD3d3d0yfPl1u0g9FUdixYweKi4thamqK2NhYmcJRiqK0tBQTJ05Ez549papsaGzZsgV79+5FcHBwvX/nC6ShyBiLiorChw8f8MMPPyApKQnz589vcOVwbm4uhg8fjiFDhmDDhg0Aqny6GTNmNKja9MCBA0TEtKCgQO4a8O2338LX1xcACH8tULXBdfEDzlAFAAEAAElEQVTiRZm2RsuWLeHt7S11nMViYdeuXXj27BnmzJnzSemClAU1NTUcPHgQbdq0AUVRePLkCQlq0ahvPICiKAwYMAAZGRm4fPkyxo0bh/nz5xM9qIZizZo1xL+SRwvSkLmVzWZj6NChSE5Oxo0bN5pN0iKXy8W+ffvg4eFB7AC6wiQlJYVwNjcEaWlpmDFjBiNGYWNjgwMHDuDChQvYs2dPrW3s3bsXly5dYsRMlixZgjFjxjBEcYGq9/H06dO1UsM2tyQlsViMtWvX4u7duw2OWTYGNDU1MWzYMBgYGDS7e1cd9QpGV5+sqsPIyIgMthYtWsDb2xt5eXl48eIFg3tVEhUVFcjNzUVqamqNYj6KoqSkBCUlJUhPT4eqqio6derE2N0vKyuDhobGZ8eDRlEUnJycSNA0LS1NqoSmLlBRUUGnTp1gYGAAsViM9+/fMxafuu4sNmQnsrS0FMnJyQwRDH19fZKpTYtpNYbzKRQKGVmkT58+haWlJVq2bAkNDQ1C4VFf6Ovrw8zMDFZWVsjPz8eTJ0+U0e1/LRwdHdG+fXt4e3vLfEdliYyoqqrCwsICeXl5xIg2MjIi48fDwwPe3t6gKAqVlZV48+ZNrYufuro6unTpgkePHtV4XklJCeLj42FmZkbKgXg8HqytrfHhwwcieFReXs7g3Goo1NXVoaGhgby8PCQmJiIxMRGtW7dG27Zt5c61TQWxWIz4+HgYGRnBycnpi6jsvwwpKSmkZNXY2Bjp6emwtLSEkZERcnNza+R91NbWJvQt9LxYVlamNNGixoKuri4RTqYhT8ivIVVCNbUnqw0jIyOpKg2BQIDi4mKZAQUHBweilJ6ZmSnF+f3hwwciOFNSUoIXL14wAqCZmZn1ugZFwOFwiEA2jbKyMlIunJeXBxUVlX+VLohAIEB4eDj09fXx/PlzxmZrZmYmMjMziX1iZmbWqII0fD6fiFCxWCwYGhqSZy8UCsHn85Gdnc0I7khCLBYjLy8P2dnZUg68pqYmvLy8GOuutrY2vL29cfny5Xr32cbGBhoaGoiLi2uUe8Nms9G+fXsSSLlx44ZS/JRPBVVVVairq0vNIxUVFYiOjibJKUDV87G0tERBQQGxbQQCQZ2DVHRmKZ1RJgtxcXFKpcT7Avmovo4UFhaiuLgY/fr1g6mpKdq1a4fk5OQGzfWVlZUIDw+HkZERmddEIhFKSkoaFMyVXJ8kwWKx4OTkROaXjh07wsvLC9nZ2RCJRCS5ifY1ZQWjNTQ0iG/BZrNhYGBAMmTd3NygpqaGdu3a4cOHD42mlaFsmJqayqQpUFNTQ4sWLWBgYICPHz8iNTWV4X83BBRFwcTEBFwuF6ampnBxcSFB/tLSUsTHxzco2czJyQlWVlZISUlBTk5OnTNRaRQXF6O0tFSKHoaiKJiamjYK/3Vdoa6ujrZt2+LDhw/Iy8tD27Zt0aZNG/I5vT7RdnhBQYHMsV2b/UnT4MXGxuLx48eEQtTBwQFubm7w9vZWONgtKcCoqakJBwcHdOzYkdDr0NDR0YGhoSEyMjKITdpQ0GOOx+NBX19fKnYjEokQFxeHxMREAICFhYWUIGJycrJMoeLKykrExMRAX18fYrEYISEhUhXIenp6Uu9bbm6uQhRE8iBpl/F4PERHR5P7JS+moKqqivbt24OiKAZdDo3mRIdZr2B0bRg/fjwpq6NLM44cOYJNmzbJfbHT09MbhcP55s2bhMxc0gBOSEhA9+7dPzu+XprrunXr1gCAlStXKq10TxbqQ0OhTAwdOhR//fUXgKrM6c6dOzfJDtT333+Pffv2ITQ0VGoXr65gsVjw9fWFlZXVl4CcAmCz2di/fz+6dOkil+soLCxMKqAvEokgFosZHFBjxozB5s2bSbv0+MzKysLAgQOVpn4bHR2NPn364Pvvv8fy5csZn3Xp0oUswAkJCTh16pRSfhMA3Nzc0KNHDxw/fpwsrAcPHoSfn98nN6JEIhHmzZuHtm3b4uHDh81O6PELlIfMzEwcOnQImzdvxrRp03D48OEaN0m7du1Kyvtrovdobujfvz+OHDnCOPbixQvcvHlT6tyGVAnJAv1dRdsYOnQoBgwYgK+++orBzclisfDXX3/Bx8cHQJVI3MaNG+W28/z5c6lMMTs7O4wdO7ZRnpuuri6mTZvGmPsjIyOxdu1aHDhwgKyhND3Mvwl37tzBgwcPcPz4calS8W+//Rb6+vqYPn26wnNpfZyN5ORknDx5EkCVEzx79mwSnOzVqxc6dOhQazXh9evXkZSU1GSaLFu2bEHXrl3RsWPHJtdq+ByxYcMGQmEgifT0dPTt25cxZlq0aIEnT56gdevWJBj/8eNHHD58+D+vufM5o6Z5wdXVFcHBwdiwYYPcLPa64ObNm7h37x5Onz4NX19f3L59GwcPHsSCBQsa3LYk1NXVcebMGUKbxeVyUV5ejlOnTkkFK+WN3Tdv3hD9BX19fanYgb29PR48eFDrutmcMGfOHEJrIomKigocO3aM2C+NsZ7q6elh+vTp8PT0JMdevXqFnj17NjhhhsfjYfz48Xj58iUuXrxYrzaioqIQGBiIyZMnE+qI5gYnJycEBQXhhx9+qPF9tLCwwMyZM3Hz5k2ZFI2K2ALffvstrl27RtYGiqKwe/du9OrVq97Jmx06dMC1a9dkfr9bt27Q0tJSarWXgYEBpk+fDh8fH3Tr1k3qd8vKysi4EYvF+Oabb/D1118zzpk3bx78/Pyk2qZjB/S9lBVgHjhwIGMjnub0bgjffHJyMuHGpygKe/fuJZ/JC3Jrampi8uTJePv2rcI+yqdCnYLRbm5u+OqrrwBUlcb8/fffDL40fX19zJ49Gz169JAylrt06SLFvyiZyUNz1DS0FKK68S0SiVBcXIxHjx7B2tqawe1YXl7e7IwpIyMjzJo1i8HPmJaWhsOHD6N79+7o2bMnrKysyP1ls9lQUVHBrFmzSKbKtWvXCGdMy5YtMWbMGMZvxMTE4MKFC010RbWDy+XCw8NDZkYLm80m16qiotJkL49AIEBubi527tyJLl26YMSIEXB1dYWWlhYiIiIUzr6xsrKCvb099PT0/tWikMqESCTCsWPHEBcXhxkzZjDehYKCArx48QL3799HSEgI2rdvz+C6AphGZkJCgkzRo+zsbBQXF9f6HLOysnDgwAGiCi6JoKAgEuimsyzkjWEaRkZG6NatG+Li4hoUCFdTU0P79u1ha2sLFRUVTJ8+Ha1bt8bBgwcJ92hzQGVlJTFqgoKC8ODBg2ZT7vYFyoVQKERAQABEIhHc3d1rFKJ69uwZbty4wTimKC/hp0RsbCy2b9+O0aNHk+uTnJ8+FaKjo6WEWt3d3TFkyBBMmjQJTk5O+Pvvv8m7yOVyyboq2X8zMzNMnz4dbDYbAoEAhw4dwsePH6Wy2D5+/IjAwEA4OTk1eLNWEm3atIGFhQVUVFQY8yaLxYJAIGhQZsnnAJFIhPLycpw+fRqPHz9mOOuSc2lj94FeP/h8Pp48eQIrKyu4uroyhIMyMjLw4MEDuLm5SWVJV1+DKIrCtGnT4OnpKWUHJScnw8/Pr9bqo5pw+fLlGisvP3d069YNXl5eOHz4sFKyMWuye2QFqH/66SeoqqqCoihMnToV+vr68PHxIQkAz549qzGxp3///ujXrx8AEM5ooMqOWbp0KUJCQnD27NkGXtUXSKKuG1HW1tawt7eHlpYW0tPTcfjw4Trz+coDPa/RVJmqqqro2LEj0ZjKzc3F/v376zS/cTgczJw5E3w+H0ePHkXfvn3RrVs3mJmZkbUtLi4OHz58QElJicI2MR2LAEBiB/Sc1bZtW+jq6oLH4zWLdV9RcDgcmRuYtFZHY/oLFEWBw+EgNTUVQUFBhDecz+c3+Hfptk1NTdGtWzfExsYqvBlZUlKCyMhIsmla3S8RiUR49uwZUlNTP7nPwmKxwOPx0Lt3b6ioqBAByOqg74eTkxPxi+Pj43Hy5EnGNRgbG8ulSxk5ciRJdqTbdHJyQmFhoZQvbGpqihkzZiA4OBhBQUGMdnr37g0vLy8AVRs4ampqjPkoJycHMTExyMrKUvq7RN+HtLQ0Ip6ora2Ntm3bgsVigcvlYubMmQgLC4O/vz/DHo6Pj8eJEycQFRUlt31589TTp0+xZcsWTJo0ibGxIRaLiY4dwMwarw0CgQARERFISUlhrNuKxKAKCgqwc+fOzyIRTOERoKKiAg8PDxJ8ef/+PU6dOoXKykoyoRgYGOC7776DpqYmcV4oigKXy0X37t3RvXt3RpsCgQDl5eVgs9m17sgpurDKOqesrAwPHz5Ep06dSDCaztiW7P+nBofDgaWlJdavX88oQX369ClOnjyJfv36YdWqVQCqJsrKykpQFAVNTU0sWbIEjo6OqKysRHp6OiMYvXbtWsbvnDx5khGMrqioIM9LWTujdTGEuFwuOnToILNkhzZigCpnrCkXhdLSUvzyyy8YO3YsRo4ciVatWsHKygpRUVGMiUDetbLZbNjY2KBHjx5N1ud/A8RiMQ4ePIjIyEhMnToVHA6HiKvk5eUhMDAQQUFBCA8Ph7OzM1l0ZT2HN2/e4PXr11LHi4qKGGJRwP/ETiQDL2lpafjhhx+Ik8vhcEhmXnBwMAIDAxntCoVClJeXg8vlkvMEAgGZY7S1tdGjRw8UFxcjMzOzTu+bZCagqqoq2fEVi8WYOnUq2rRpAz8/v2YznwFV94vOcAwMDMT333+PWbNmkQBWcyoT+oKG4969e3j06BEePXpEhFQ4HI5UAOrEiROfpVZDdHQ0oqOj4ezsDAcHhwapVMtDfeg9oqOjcfHiRRIcAoDp06ejX79+GDNmDDw8PBjVEpWVlWSek5wvzM3NsXHjRqioqIDP5+P27duEU1ay7cLCQjx8+BBaWloNCkbT10VRFNhsNtzd3WXqAdABjMZ2nJsLJKt7aLE/ADWON2XNpSwWi4jgVlZW4smTJygqKoKbmxuA/ynZZ2ZmIiMjAyYmJtDV1WUI/Mlqc9asWcQ5lURKSgp++uknRmJLXfrK4XAYFB8cDqdRqDoqKipQWVlJbAA2m93gsajIM2Oz2ejRowe6dOmCW7duNTk1QE5ODtHVYLPZ8Pb2RteuXdGtWzcigpiUlETKwiXnCTqw179/f0ZmJD0PsdlsLFy4EBYWFl+C0UqGIoKFkufY2NgQH/3Vq1fYvHmz0jf/aJ8fqEpuo+eUhISEOlXzsdlsqKurY8GCBcjPz8fp06cxePBgLF68mHHemzdvEBERUe95kY4dAFX308rKClpaWp9dhassv6QhAsfyUNN89uHDB6SkpMDGxkZq3uRyuRCLxfWet01MTGBsbIzc3FxirwiFQtIeLV5P943FYoHP5yMoKIjM6cD/4ir098PCwghNTVP5KpJ9AMB4Zj179kTPnj3lngdU2XY2NjawsbGBiooKSkpKcP/+fcZvtGrVCi4uLuR6JO/V2LFjyXksFov89qtXr6R8YWtra2zYsAHbt29HSEgII0bTt29frFy5Uur6aF8+MzOTBLYVvbd1fQaSQV8LCwu0atUKHA4HKioqWLhwIe7fv48zZ84w3ue4uLh6Vzw8ffoUERER6NChAywtLcHlcol9K6m9EhQURLKk6eco6SdJPtvy8nKEhITI1XaoCfn5+di6dSs8PT0xdOhQAP+7//T/Je+nsqkF6wKFg9GPHz+Gvr4++dvU1BS3bt3C6dOniaHy4cMH9O7dm+F4Ojo64ujRozK5Wffu3YujR49ixIgR0NDQqHFSVPbNcHR0xIMHD3DgwAGFyNgbGxRF4c8//0TXrl2l7pWLiwuCgoIYu2HPnz/H3LlzMWrUKNy7dw/W1tYIDQ3FokWLGDsugYGBUg6AJA/Ox48fMWDAADIZd+rUSSa3VH2uR1Hk5eXB19dXppFNZ7wAVS+lrCzXTw1Z16qrq4vhw4dDV1e36Tv0L4RIJMLFixeRnp4OkUgET09PuLq6Mu5vXVRf1dXVMXHiREYwuLy8HEOGDGEYSnw+nzjJLBYL+/btIxzU+/fvx759+xjt7tmzB9euXYO/vz/ZBd25cyeh5ujatSt+++03+Pj4oHXr1jh37pzCY/r169fEMHZwcMCsWbOgoqICkUiEuXPn4smTJ5+cmkMSLBYLe/fuRZcuXeSWd30JRP/7UF5ejkmTJpEN1W+//Rbjx4//xL1SLlavXg0/P79GEVyrD72Ho6MjZs6ciTt37hCBOXlrp0gkwoIFC4jQq7wKDRUVFRw9epQEmUJCQqSyRWg17/qCvi5XV1d4e3szbExJODs7IzAwEHv27MHBgwcb9JufGwYPHkyco9LSUgQFBcl02pVFC+Pt7Y1ly5bh+++/x5UrVwBU0bLMmDEDQNVGrkAgQGRkJAIDA3H79m08e/YMI0eOrFWDQRbc3Nzw8OFD7Nq1C0ePHq3Td3v37o2ffvqJcezq1avYtGlTnftRE/h8PiZOnAgfHx/s2bMHnTt3hrOzM86fPy+Ti1FR1PZ8DAwMMGzYsGZjRwqFQsyfPx/u7u7w8/ODqqoqWCwWhg0bRmyPsLAwMu+kp6fj6tWrOHPmjFQFmyTq42h/QcPwKWyvVatWYevWrVLH+Xx+naoa5s6di1mzZsHR0RECgQDBwcGwsLCQea6yrlMsFuPatWswNTXF8OHDldJmU+Hvv//GrVu34OfnBycnJwBAaGgoXrx4UW+uZVmo7V6LRCJcuXKF+HEACI1rWVkZZs+eXe+EOIqi0KtXL3Tp0gVAlf1DJ09qa2tj5MiRxA8ZNGgQiouLceDAAUZA982bN5g+fToqKyvBYrHg4+NDbJymel/evXuHyZMng8/ng81m48CBAwx+aBrR0dGYPXs2hEIh1NTU4O/vj8zMTCxYsABisRiampoK2aclJSX4559/ZG6wuLq6SmmRAFWbQX///Tc6d+5Msoz79u2LadOm4c2bNzX+XkVFBc6fP8+g8VP03jbkGWRmZuLw4cPo1KkT2rVrB6BKR+rRo0ewtLSsd7vVIRaLsWTJErRp0wb+/v4ytcbc3d1JYmxMTAxmzpyJ+fPnY9q0aQCAiIgIzJs3jwSOG2JjAFX2M22/FRQU4Pz58xAIBFL3U9nUgnWBwsFoDw8PAFU3Oi4ujgQ0JY3i8vJyYoTQqKyslJpcioqK8PLlS3z8+BEqKirIzs5uEmXa4uJipKSkwMjICGpqanB3d1dqiWlDQJdCyCqd0NDQkFK0Ly4uRmRkJMaPH09erMLCQkRGRjKC+gUFBSRLWhYqKysZDqaRkRFEIhFMTEyaZPc3JycHOTk5eP78uUzCffrz5gC65OvDhw9gs9kyHWexWIysrCwUFRXh/fv3EIvFhG+xuLgYMTExDeIN+q9CLBYjOzubjAVtbW2GyE5dwWazYWpqyjiWl5eHqKgo6Orqws7ODrGxsWQRMDMzg729PTw8PEgw+tq1a1LtpqamIi8vj5HllZycTN5B+jfpUj9LS0tkZWXJFEqQ7KuJiQkSEhLIhg2Xy0VoaCjU1NSI+GZtwrKfApWVlSgoKEBoaKjShFG+oPlBU1MTrVq1ImWf0dHRZD4PCwuTynZtiHBNU0FPTw8tW7ZEQkKCVOnn27dvUVlZCYFAAA0NDfIeN4UdIwsGBgZo0aIFioqKoKenh6ioqBrXTpoTsyawWCyGPZKdnd1ofLwaGhpks720tBTR0dEyndL/QlZ0dRgYGBD7Oy8vD48ePVI4g6w+WS06Ojpo3749OnbsiPT0dLx48QJqamowMzMDRVEoKSmBh4cH8vPzERgYiLy8PLDZbJibm6OgoABv376Veg/EYjFiYmIYfaEFwTQ1NdG+fXvGeqytrQ1XV1ckJSWRuUJXVxfOzs5ITEwkjqyenh4R6KHRGHQ/IpEIsbGxUFNTw5MnT2Bvbw8TE5NGpV4zMjKCjo4OkpOTkZKSgsrKymaRjBEXFweRSISQkBDY2dnB2tqaIf5kYWGBrKwsREdHIyUlpdmL0n5BFVJSUogOS2xsbKPwB799+1Yp7QgEAvD5fDx//pwck+wvn89HVlaW0t+X3NxcUqlpYWEhJcZG9yMmJqZZUQalp6cjNzeX4WMXFhZ+EjuMFhu0sLCASCSCqqoq2rRpg7y8PIXWqry8PLn0MZK0YVwul/hLxcXFSE5OJlSf79+/B5/PZ1RwxMTEgMvlIiIiAurq6tDT02tUoWBZiI2NJTEbOhgdGhoqcxxHR0cjIiICIpEI6urq4PP5pKrp7du34PP5KC8vh56eHrp06YLc3FzSjiStlqSwZ3XQ6w8dM+vUqRPKysrAZrPh4eFBqOrozHvJ2NOHDx/IfKKjowMXFxfk5+cjNzcX6enpTaL9JYnKykpkZGQgLS0NhoaGMDExIXS9iYmJRHNJGX50QkICYXxIS0sjCaLq6upwc3ODlpYWNDQ0EBMTQ4RQU1JSyHn0MbFYDDabDTc3N/D5/Hr3TUNDg7wXtL+Sl5en1I2ohqJeRC1r167FpUuXANSP1uHVq1fo1asX1q1bhzt37tQqdqQsvHz5Eq9fv8bkyZNhY2PT6L/3OeL27dswMDDA7Nmz65XlUlc8fPgQL168+OScTLVBLBZjw4YNOHv2LMRiMdq1a0fKHqqfd/PmTbx79w67du3Ct99+SzJ34uLi0Lt373qVo35B0+Grr77C77//joEDByIgIAAAMG7cOGzbtk2p3FaqqqoYM2YMYmNjce7cObnnaWpqYsKECaisrMSxY8cAVC1W/fv3J+c0tdGkCEQiERYuXEgMzH+b2NgX/A8uLi4ICAgAl8tFWVkZvLy88PLlSwDA77//jj/++INx/ucQVPTx8cHZs2cxbdq0GjNMWrZsiRYtWuDEiRPEoG1q2Nvb46uvvsLUqVORnJyMDh061LjB1ZyRlJSEvn37ytyc/jKHNB1Wr16NmTNnokOHDozj6urqGD9+PMrLy3H48GEAgJaWFiZMmIATJ07gyJEjUs9JJBLh66+/ZgQbVFVV8fDhQyJkKon27dvj5s2bWLZsGRGw9vLywsWLFzFr1qw6Z1ArC5GRkejRowd+++03zJw5s9F+h6IoDBo0CHl5efDx8SHB/eayzickJKBPnz5Ys2YNvv/+e8ZndJBi9+7dUjz2X9B84e/vzyibb85r9IEDB3Do0CHGsR07dmDJkiUAqgLrJ06caNT1YtKkSZgwYYLUcT6fDy8vry9jvwYYGhpi6tSpAKroHvT19RWujggODka3bt1kfnbixAmMGjVK6nhRURGOHz9O/qbXLXqM0xUf9P/d3d3RrVu3JqVjEYvFWLp0KUP4l+6XrCC9JN0CDQ8PDwQGBmLRokVEhLhLly4IDAzElStXyOaNoqLhr1+/RlxcHCZOnAg7OzvcunWLfCbpCx8+fBhbtmxhrE979+7F33//DaCKXuTmzZsICQlBeHj4J433PH36FFFRUZg5cyZiYmIwYMAAxn1U9pxx8uRJQlfStm1bBAcHg8fjQSAQYPbs2YiIiIBQKMS+ffsIdaFYLCb3SENDAydPnsSbN28wbNiwBvdHW1sbkydPRkhICO7cudPg9pQFhSMrktwv1TlzZYGiKMydOxeenp6Ey0YoFGLPnj3IyMjAxo0b0a1bN3A4nCYtFxIKhXj69Cni4uIAVIk2VC8bunXrlhTHTmNDLBZj3759iIyMxKJFi2rlorSzs8PWrVvh4+Oj8G/Q3NJ0ee6xY8ekFkyxWIzi4mLcv3+fZH14eHjILZ+tKyorKxESEkICss1BHEAeNDQ0sGTJEvB4PKxatQrPnz8ni4SZmRn69OnDOP/Ro0e4dOkScnJyCL9vQEAAeXcyMjLA5/O/ONQKIjU1FWvWrIGTkxPs7OwafSdVTU0NPXv2hKurq9S8FBwcjHXr1jHOr4/g0uvXr7Fy5UpG29nZ2VKlTR4eHkR4VFVVlYgHSaK5OKY1QSgUwszMDAsWLCDGS/Ud9C/4NNi6dSuePXtGKGRodOrUiZShZmdn4/fff6+V/iUlJQUbNmwAm81GZWUlI9NCkuv8c8KrV6+wbt06RvaVJPLz8/H999+je/fuGDFiBNzd3WFiYoLQ0NAmc+RpPjkAGDFiBI4dOyYlfKcIWCwW5s+fL1NgjoaTkxN4PB7CwsLqlfUlK0uXzraxsrJinCcQCD6L+a0xoaOjg8WLF8vMvlMUitrWr169QnZ2NpYsWQIHBwcAVRU59Jz94sULrFq1ChMmTICtrS127drFyE6T5OSk33UjIyMsXrwYaWlpiIuLw9OnTxmZOCwWS+46QIsMSQYDaFEiyWOS/bKzs8Nvv/1GBIsaA/TYFIlE4HA48Pb2RkpKitw5oj6wtraGk5MT9PX1kZ+f32zfBfo+VAfNMyrpUH9B80VRURHCwsLw/v37ZjnOZEHSprCzs8OcOXPg7e0tdU5joLi4GAEBAXBwcCCl9pKQVf7+b0RDuGRpjQgaoaGhePfunULzRU3c0v7+/oiLi8OSJUvg6elJYju5ubnYtWtXjZVrQqEQFhYW+Prrr2FnZwdLS0uEhYXVKMzaUJSWliI0NBQCgYBUVVe3HRWxJSsrK/HLL7+QjOfQ0FDw+Xxs27YNjo6OaNeuHT5+/FivSh6RSITIyEhkZGSgU6dORCvhr7/+Ipm8jx49glgsxuLFixlsA5WVldi9ezeysrJw9+5dfPjw4ZOvCWKxmGhhvHnzRqlaZJK+k4GBAaHRpMcr/e/du3dx8+ZNvH//njzfmvwkSeHoukBPTw+LFy9mUPXSGxE2Njbo3bs3IiIikJ+fX+e2lQ2Fg9Hbt29XvFEOB2pqapg0aRJjgRAKhTh9+jRYLBbu3r0LLperkECCPKNH1u8qspMlGYD18vIihO20scvn80nAtKleHLFYjJMnTyImJgbz5s0jhP500JbH4zEmfisrK3z33XeMNmhRB9oIrN5/DQ0NLFiwAGZmZhCLxYiKikJiYqJUBhJ9/UDVPbGzs4O2trZUH6r3X9YCUT2oRyuDFhUVQVVV9ZOVNSsCNTU1TJ8+HY8ePSJcPjQMDAwIPQqNkJAQPH78mHEsLCwMYWFhjdzTfycyMzOxc+dO9OjRo0lEIHk8Hjp37kyccUmEh4cjPDyccYzL5RI+KJFIpFDG+9u3b/Hzzz/Xep6joyOZO+m2mxMftKJQVVWFtbU1li9fTkRD/vnnn8+CpuHfjpUrV+LEiRO4cuUKUboHqsRNFi5cCB6Ph8TERBw8eFDKeZAEn89Heno6fvnll6bsfqMjPj6+RrunqKgIu3fvRlFREQYMGABnZ2eYmpri6dOnTRKMFggEKC0tRVhYGIyMjFBaWopz586RqrW6gMViYdKkSTUGPu3s7GBubo7o6Oh6BaNl2Q48Hg+dOnX6LNS+mwJsNptUpBkbG2Px4sUMCoTGwtu3bxEXFwd7e3uGCjyNhIQE/PHHH+jYsSOMjIxw8OBBwjWuqqoKNTU1qeerr6+PuXPn4tWrVwgKCkJycjLKy8vrVBmmoqICNTU18Pl8CIVClJaWMuzMN2/eYPv27XB1dYWGhgZ2794tk0qGFi2SRGVlpUL+B5fLlUoO4XA44HA48PDwgJaWllKC0bQNTduWn8M7IUkdwmKxGD4Cj8eTyZdJl3R/QfNAaWkpnjx58tkEoiXB4/Hg6OiI7777Dmw2u0k2MktLSxESEgIOhyMzGN2cUVZWBj6fr5SqZ2Vycb948UIpgcrLly8jIiICc+bMQZs2beDm5oby8nLEx8fjr7/+IvOOqqoqsWfpdYDH48HGxgbLly+HqqoqBAIBXr58WWMwuqHibnSsRdH5kF6LysrKGPeqsrJSppbG33//DScnJ4wfP75B/aRpdTt06ACRSISysjIcPXqUbPxyuVxoaWlh+vTpjLhIaWkpLly4gNLSUjx+/LjZbNKIRCI8e/YMb9++hVgsBpfLJbG/2sYgRVHg8XgQCoVSPrm7uztWrFhB/ClJG4O2k4AqDb7q/pK8PojFYpSVldVrzdTW1saSJUugp6dHKEnEYjF4PB4sLCxgZmaGpKQksoYLhcJPljikvJpzCUyYMAErV66U4onkcrnw8/MjQV9F8fDhQ8TGxtZ63sCBA2Ua0jXh+fPnJEvaxMQEw4cPx/z58+Hr64tx48YpxK3YWBAIBJg+fTrEYjGOHTtWa7Z0586dSeCzoKAAI0eOlKu8TVEUtm7dihkzZmDkyJFyuWPEYjGuXLkCV1dXnDp1Sq6BLBAIcO7cOQZHJZfLxejRoxniK/n5+fDz84O7uzt2796NNWvWMJTQmxPy8vIwaNAgmY735cuXpYKTX0RY/luYNWsWFi5cCKBqHpkyZUqjBKHS09MxcuRIhjDp5wAWi4X9+/fDy8sLKioq+Pvvv/HHH3+gd+/e0NPTazaGyX8ZAwcORFhYGBYvXkwoac6fP4+QkBD8/fffcHR0xPTp0+Hs7CyVeQRUGcGTJk36T5ekXrx4EWFhYdi3bx/h0GsK3L9/H69fv0ZpaSlu3rwJT0/PL3oEnzn69euHHTt2AKgKeDZUuK4uznJRURG++uor9O3bF3/++Sfjsz59+mDnzp2wsLCAuro6bt++jbNnz2LdunXYuXMn+vbtC01NTcZ3kpKS0K1bN4wfPx7z5s3DmDFjEB0djfHjxysUBAaA7777DmPHjsWoUaMQHBwMT09PmRzEa9euhbq6ulwbbNSoUVi/fj3j2JEjRxTaGF60aJEUJUd1vQllID8/H6dPn4a/vz+0tbXh5+fXpGXi9cHBgweJ/d62bVv4+/uDw+GAx+Ph5MmTMh3ohw8fYt68eU3d1S/4l0FVVRUnTpxAu3btyHtSWVmJM2fONAnt5+eGiooKTJw4EV5eXjhy5Min7k6TYdmyZbh79y4JuFEUhb1796Jjx44AquawXbt24eDBg0SQT1E0tQ8ze/ZszJ49G+PHj/9kGkH+/v7YsWMH3r17x+jXwoULpWJ+PB4Pp06dQkpKCgIDA5u2o3XAd999h2HDhmHUqFG1ahsZGhri/PnzCAoKwtq1a6U+F4vFWLhwIUlMzMnJAYvFwoEDB9ClSxepTXEaCxcuxMSJEzF27FgG3V9JSQlGjBjR4A1csViMRYsWIS0tDadPn4aGhgYoioKvry+xx54+fUpiiA3daKkrGiUYXVpaioyMDJibmzN2ximKYgSLc3NzkZOTI7W7QN8ENTU1mJiYAIBCi0t9HlZpaSkJNorFYrx79w4sFgsaGhro3LkzNDU18ezZszq3Wx+4u7vD3d2d7NiJxWIkJSVBJBJJ7dbk5eXh2bNnjOMGBgZo27YtKIpCbm6u1KRaUVGBR48eQU9PD0CVirmbmxt69uyJ169fy53cCgoKUFRUBAMDA6irq5OyDckAtkgkQmJiIuGpbNGiBWxtbWFsbEzUaF+/fo03b96goqIC5eXlyMjIkMkL2VwgFArlbkbk5+c3i9IGoCqDSpZSeWVlZbOmQWlu4HA4MDc3Z4g71ARDQ0M4OzsjIiJCYZFNAwMDtGnTBhRFoaKiAuHh4bXOW5WVlXjz5g3U1dXRs2dPPH/+/LPY+KAoCra2tiTTPCsrC69evYK3t7fUIld94WvqhfC/Cl1dXejo6MDR0RHx8fFITU2FUCgEn89HWloaNDQ0oK+vDx0dHbKrLwkulwtLS0sIBAIicEZTYTUHsa2mgLq6OkxNTaGiogIulwsbGxsiHlhTJVFDx3dRURGZd2iBuezs7HrRGYnFYjx9+pQI0zQkCKbItYnFYnz8+BFZWVl48OABw1Z5//79Z0nrogyUlZWRBAIejyfl3HE4HMb4qg11GWMikQgJCQlo2bIlgCoxpdevX5Ns5vT0dEZyA23/5eXlISsrC3Z2doz2Kioq8Pr1a7x8+ZKICpaXl6NHjx5ISEhASkoKwsPDIRKJpAS6c3NzERAQAGdnZ7Rs2RIqKiooLi7Gq1evZPY9NTW1xmsrLS2VSsxQVKG+qKgImZmZ8PT0lGlnqaurw87ODllZWQ0q6RYKhcjOzkZlZSXYbDZKS0thamqKHj16IC4uDklJSfVuu7FQXdQ0ICCAUUGjp6cHd3d3UBQFgUCA8PDwz5bL/nNFTfOxmZkZo3qVoigilhoREdFsfQd7e3s4OTmhTZs2ZI6k58SPHz82CqXf526TisVivH37Fubm5nV6ropeN31eTefXZOerqqrCzs4Oenp60NTURHh4eL0qsMrLy/Hw4UMicP/s2TMkJCQAACwtLdGyZUu0a9eOiDN7enqiV69eaNeuHQwNDREYGAhbW1tYW1vDwsICLBZLblJfbZB3L2j7JzMzs062TnFxMTIyMqQy/1ksFjw9PVFeXk6qdFgsFszNzUkMTVnQ0NCAqakp0tLSSPzGyMhIZiIGi8WCo6Njowr9NgRqamqws7ODk5MTWrVqhe7duyMqKgpRUVFyv8PlcuHk5ETGlCRSU1MREBCAZ8+eMWwVNpvN8IUloa2tjfbt28PT0xMuLi5SCZ+0XVYTXF1dyQZ5enq6lJ2UmpqKV69e4fnz5ygsLCRjjqIoRsKDhYUFbG1tkZaWJjcuK+/vhqJRgtFnz57FxYsXERAQUCOn8bNnzxAcHCx1nL5Ac3NzTJgwAcHBwU2yq5KTk0MEwrhcLrZv347Xr1+jd+/eje4csVgs/PLLL+jevbtCDzg6Ohr9+/dnZGL269cP169fl/v9vLw8wkMLAGfOnMGIESNw7tw5HDx4EHPmzFGor0KhEIsWLZLJzUcvcr/88gvGjx/P+Oz333/H3r17yUTct2/fZmvsfE7o1q0bWrVqJXU8Ly8P+/bt+1ISqSA0NTUxbtw48Hg8hcdlZWUl5s+fj8jISIW+07FjR1y5cgUURSE7Oxvt27ev1ZGm4evriz/++AMDBw7E3bt3FfrO54Lqc9bnbPR/jujZsyfU1NSwb98+ODk5YciQIYiNjSUVSa9evZIbCKJ50qZPnw42m42ysjJ06tSJCBj+2zFo0CDs27ePjNnx48cjNDSUIfZSHcoe37169cKxY8cwevRonD9/vs7fFwqFWLx4MTp06IDg4GC52RuKQNFrCwgIQHx8PPbs2SP12X/VLnjw4AGxdS0tLREREQEjIyPyOb1GhYeH48aNG7W21xCHYceOHThy5AjEYjECAwMRFBQk87z169fD3t4eERERMj8/ffo0zpw5A6Aq4SI4OBhbt27F5s2bMX/+fHh5eUlptDx//hz9+vXD7t27MXHixHr1XxKXL1/GlStX6vXdAwcO4MSJEwgNDSUBDElYWFhg8uTJuHz5slK5owHAwcEB169fx5YtW7Bp0yaltq1svHr1CgMGDGAc6969O+7evUuC61OnTq3Vsf4C5ULe+09RFPr374/8/Hz88MMPqKysBIfDwR9//AGxWIxu3bopXMHQ1Jg+fTrWrFnDuLanT58yeOyVjf+qTarodUtuaCjaluTfxsbGmDx5Mvr27Qs3Nzd07NhRSktHEWRnZ2PkyJHkb0lbYtiwYfj9998Zvzt27FiMGTMGFEXh2bNnGDRoENasWYN169ZhyJAh+PDhA/z8/Oplk9R0LwICAkhVvqI4evQo/P39pfrC4/Fw8OBBpKWloX///oR6YsSIEUqvQh0zZgyGDx+OHj164MmTJ0pr91PA1NQUU6ZMgbOzM9TV1eHn54fr16/D19e3Xu1duXIFV69erdNYcXZ2xs2bN6GiolLv5Mw1a9aQeJu/v78UreyVK1fw9ddfQywWw8nJSW47bm5ucHV1xaFDh6Q2YBrbR2+UYDQg7UwkJCRIZZnKS4dns9nw9vaGubm5wqqfyoZAIMCjR49AURR+++03nD9/nigNNxZoEZjq+PDhA5YtW4ahQ4eif//+5Hj1jGn6/ydPnkRAQIDM7EnJ8w8ePIgXL15ICapV79PChQvRuXNnqKio4Pbt27h06RKSkpIYbXE4HCxfvhwWFhYAgK5du5I2X716hb/++gsPHz6U2d9/C7p160aUfDMyMvDzzz8r3ZibOHEicejoIDOdkVgd6urq6Nu3L2PDQlNTkzh/zZUepTocHR3Rr18/hISEKJzNVF/Q801dMwcUPV9S6Kmm7MPQ0FAsWrQIQFVmVllZGR49eoRly5bVy0D7lEhNTcUvv/wixaf+BZ8WixYtgoWFBdq2bYvMzEwyX+jr69dpzaUoCoWFhbhz5w5atmwJGxsbrFmzBiEhIcSx/Zygrq6OlStXkgoioCqLctu2bXByciIq8Hl5edi2bRuePHmCpUuXYt68eSRYZWtriwEDBiAsLExpmYCVlZUIDg4mBqvkJhY9b82cORNt27bFtm3b6pxVJEudvTGQnJyM6OhofPz48bMbG00B+p7k5uZi9erV6NmzJwnI1tUWbojtXH1dk/esaOGlFStWyF2b6O+KxWKwWCwMGjQIurq62LlzJxITE7F06VKpQJJYLMaZM2cQFRUlkwe6OrS1tbFy5Uoi0C2Jhw8fkoB4XUHrr/z444/o3LkzFixYICWsCFQ5cgYGBgzbrC4wNjbGjh07cP/+fRI4p9/rgQMHQltbG7/++mutZcRNif79+2Pw4MEAgHfv3uG3335jzCHx8fFYsmQJqQTLzMxkjCNZc+0XND5sbW3h4uICfX19RoWrUCjEzp07IRaLm0yEtz64du0a0R3R19dHp06dCOfwfzVo/LlDMpjdUHqi6muVoaEhVqxYQag5du/eTeJRffr0wbBhw8j36LgK3Z/8/HzcvHkTLVq0qDMNrDxQFIU5c+aQTf+goCCcPXu2XtdGg8ViwdnZGbt27SLnFRQU1GrTKfrOFBcX4/bt23B0dISTkxOWLVsGHx8f/PLLL7hx44bMSi06ltdcK90kr5vP52P79u1yN9Wro1OnTvj999+xf/9+pKamYsWKFUSzbc+ePTJtoZSUFOzcuZPhC79//x7ffPMNWCwWBAJBvbLwadHg6teUm5uLlStXIj4+HmKxGPPnz0eXLl3kcsbT756XlxfS0tIQEhLSZDZ6owWjqyMtLU0hITda/LBt27bQ19cHULXrQ5dcSEIkEqGkpKRRbpZYLEZMTAysrKwwa9YsxMXFNXowuqSkBMXFxdDQ0EBFRQWKioogFAqRmZmJPXv2wNzcnBGMrg6BQIDCwkLcunVLihNKTU2NlMJWVlairKwMN27cQHR0NJYsWQIVFRWpe1xRUYGKigr0798fXbt2RUlJCR49eoQ9e/ZAQ0ODcb6qqiomTZoEZ2dnUp5NGzmvX7/+LIMSdYWzszOmTJkCoEpY59dff1VaMJrD4ZBgEb1rV1tJKI/HQ4cOHRjHDAwMMG3aNJSXl5PMPYqioKKigvLy8maZRW1oaIiWLVsiNDQUFRUV4HK5SjM4aZEBoGq8K3OMCgQClJSUkHIXTU1NmYI+9LOVFGeSRZsTExPzWXLzZmdnY8+ePSgvL2/2HJj/Jfzxxx9o06YNQ9SFLtGtK0pKShAeHg4tLS04ODhgwoQJsLa2hr+/P0pLS5ul+CaPx5OZAaynp4fp06fDysqKHMvIyMAff/yBli1bkk2i5ORkHDp0CMnJyTh69CiGDh1KgtGmpqYwNjZGQkICioqKlLIOCAQCPH/+XK6+A0VRGDRoENzc3LBr1656lbgKhUIUFhZCS0tLrsFK2wX1nYezsrK+iPoqgJKSEhw8eBBCoVAqO5gWOmzomiUSiVBRUcEIPNF2ZF3GbGFhIf7+++9az6PHV9u2bdGuXTv4+/vj2bNnMrPjASAwMFCqKlLyvaVtWaBqfZ01axaMjY2l2mGz2fUORgNV9+Sff/5BSkoKJk2aRDaUNTU1yZpmb28PU1NTvHjxAkKhsM4ianp6epgzZw4qKipw5coVlJSUkHe9ZcuWsLe3x9GjR5tVMNrT05PMh+Hh4Thy5AjjugsKCnDgwAFwOBxSqk3bOkDVs6w+135B/VBdGJTFYkFTU5PxjtDHjI2N0bJlS4hEIoYfIRKJcPr06Sbtd30QEhJCNq9sbGwAgLyTTQWBQIDy8nJwuVwyB/D5fBQWFjbbQL6GhgbU1NSk5vzmBPoeKjOAqaOjgzlz5kBHRwdCoRAXLlwg8Rx1dXUMHToUJSUlJHbB5/PJ3JuRkYGwsDCoqanBwsKC8bxlQXKuk4WKigrw+Xz4+voS2oby8nKFg9HVoaqqCm1tbbBYLFhZWZH5mM/n4/Dhw8jLy6txLVf0neHz+YiIiCCUEyNHjoSDgwN+++03hIWFybTpuFwuKisrZa7JzQ2VlZW4cOECI2mWoihoaGiQ5y1pU7u4uMDZ2RmPHz+GWCzG3LlzoaurC5FIhCtXrkgFo0tKSvDu3TviC9P4+PGjXPuHx+OBy+WiuLiY2HmyjpWWlpLxKpldXVRUhP3794PL5UJHRwdDhw5Fjx49IBKJGOsFi8Ui9jyLxULr1q2hp6eH58+fk82ZkpISMmfQAs7KRJMFoxWFl5cX2rVrxwh0rlu3DosXL5Y6Nzs7G76+vnKzJpSxS5qeno79+/cTzrvGgkgkwpw5c9C2bVucP38ehw8fxo4dOxQu4QeAJ0+eoEOHDjL5tbds2UJ2/y5fvozly5czPv/qq6/g5eXFOObn54cffvgBc+bMIXyheXl5YLPZ8PPzQ9u2bcm5FEXB0tISz549w8SJExkLSWlp6b8+EA0Ap06dwr179wD8b8FRFrp164Z9+/YhKioK/v7+9eZjzcvLw8GDB1FeXo65c+cCqOJ7Gj16NP7880/s3r1baX1WFvbt24fTp0+jqKgIRkZGGDVqlNKMzjdv3uDOnTsAqoxaybHeUISHh2PKlCnIysqCpqYmLl26JJNXq0+fPti9ezeWLl2Ka9euKeW3v+ALPjU8PDzw9OlTbNmyBX5+fp+6O1JYvny5VDkbUBW4UkSgzNTUFPfv3ycGmrm5OeNzWhzk48ePOHXqVLN1/iTx6tUrdOrUCcuWLSPirJKorKzEyZMnUVlZSeyJL2h6tGrVCra2trh48WKDRCtTUlJw8eJFhj3x8OFDeHh4IDMzUxldZeD169fo3LkzlixZQuyPumLTpk2kDPv69etYsmSJMrtYI8LDw9GhQwcSiL506RIJhgFVjuLEiRMRFxenEI2KPAiFQsyYMYNhi4jF4jr5A00NNzc3hIWFMWz91NRUXLhwAT4+PsRfCAwMxKxZsz5VN/+12LdvH+NvCwsLXL58GTdu3MC6desAAHZ2drh48SIuXbpEglbNNQnlU0KR2MHz588RHx+PUaNGEXthz549+OOPP5rle6qiooKTJ0/CxMQEBw8ebLaaHr/99htiYmKaVIxZKBRi+vTpCAkJQUVFBfbu3Us2ZcrKyiAUCvHkyRPExMRg3LhxJFFSFnr06FGjkPW5c+ewcuVKHDt2jGyqykswUARLly7FnDlzYGlpyTiuoqKC8ePHIzExEVevXq13+9URFRWFxMREBhXKvwH0en7nzh3Mnj0bQJWmzuXLl8n7vXTpUikNuZ07d6KiokJmRRYNej1nsVh1SsxZsWIFhg8fjmHDhuHDhw8AgI0bN6JPnz7w9fVFRkYGgCqajp9++gkAZPLljxo1Cps3b0ZYWJjMpAFDQ0OMGTOGEWA2MTEh6zSfz8eIESMIrUz37t3Rrl07ha9DESgtGO3p6Um47ZKSkurMhUNDXV2dlGxJZtBwuVz4+PgwjDMNDQ3GDlR6ejp4PB6sra3BZrOVErASCATIy8uDtrY2WrZsCSsrKzKBREdHKzVLIS0tDVwuFzdu3EBISAjevn1bp++XlZUxVDiBqgHl4eEBd3d3WFlZ4eHDh6QMoH379mjdujW4XC60tbWhpaWF8PBwEsymnZHq6uUcDgcWFhZwdHQEUBXQS0hIIGI1iYmJzbYsozFRUFDQoEWlOlq1akUcnU6dOsHBwQExMTENEk4UiUTk+/SCqq2tXSeqiaZGXl4eoZzR1dWFo6Mj41hDUFFRwWi7LvcgISEBN2/elPvM1dXV0bJlSzg5OUFdXR0uLi4wMzMDULWgx8fHw9vbG+3atYODgwM0NTUbfD2fGhoaGvD29gaHwwGLxYK+vn6dM8S+oGnQokULhYKuioDP5yM5ORlqamqESsfAwACdOnVCly5dkJ6ejuDg4Hpl6yoLFEXBysqKZPzq6OjIXKdEIhGSkpKgqakpRYGUlpaGa9euwcPDA6amplKibdV/T1tbGyKRCC1atEBWVpbCQqeywOVy0bNnT4YxW15ejuDgYNIvAEQErT4oLy/H27dvERoaKvPaysrKkJaWRsR9jY2NGQIoNYHD4cDa2rpJncymBF3eKBQKG728kcfjQVVVFba2tmCxWEhOTq7T71EUBWtra2hpaSEjIwMxMTHE2SktLZWyI2uDmpoafHx8wOFwIBaLERYWJnOsV1RUkPFla2sLNzc38Hg8uferVatWsLCwwP9j77vDorq2t99pMAy996IIiKAgVcXee+89EjV6ExMTa5ol9zOam+jVX0zUWGNXsGDBXhBUBEVQUYqi9F5lGJhyvj94zr4zzAAzw1A0vM+TJ3LmzDl7ztl7r73WXut97927RzJ+LCwsyNqzMXEmPp+PyMjIeiuKGAwGevToQXyOlJSUekWrgdr+T6/LDQwMIBQKkZ+fj5iYGAC1AYDevXsrFDpUFh07dsTIkSMB1Gac379/v82up1NTU8m8w+Vy5TKcWSwWjI2Noa2tTX4Dj8eDi4sL8vLyIBQKcevWLZiZmQGo5RSvu6nXDuXQs2dPmb8tLCxgZmYGFotF1rg8Hg/R0dGIj49XOMYZDAZ69epFROeB2kBKVFRUk8Q5PzQoEzsQCASorq5GREQEGe/R0dFtUmgU+N/6x8jICCUlJW3W3yssLNT4M6ysrMS1a9cIjYK0bXr9+jUuX74sEwBX5F9WVVVBIpHAzs6O0JFKIy8vD7GxsRgwYIBcsPrJkyck7pKYmNig/6qnp4egoCC8fftWKUrGgoICJCcnw8LCQqbSj8lkwsjIqMEgqToQCAQQCASIiIhAXl5evbbJzMwM5ubm9VbYtSUUFBQgLS0N9vb28PLyIvbXwMAAnTt3hlAoxJMnT+Ds7AxjY2PynBkMBqytrcHn83Hz5k0IhUJQFKUwQbZuHE0ZmJmZoUOHDjIC37m5uUhNTZXxq/Pz81FWVobevXujsLAQ+fn58PX1JesjT09PSCQSVFRU1Evfm5qaqjDj38zMDKampvDx8YGpqSmA2o1nZ2dnpKena676XxMXYTAY+OmnnzB06FAAwLZt27Bq1aomX/fx48cYM2YMKIqCiYkJ4uLi4ODgUO/5ERERiI+Px+LFixWWwzcFPj4+6NmzJxYuXEheyKJFi7B3716N3ufdu3eYOHGixq7Xo0cPnD17FkDtZDlnzhyym7J27Vq53a3169ernNFx5MgR/Pvf/9ZMg9tBsGTJEixdupT83VwlaCUlJTh58uQHQQFhZmaG6dOn486dO63OQXz8+HEcP3683s+7detWr2jS9u3bERYWhidPnsDOzu6j4bmztbVFSEiITGC9IWXidrQeZs6cqbFrFRYW4vjx4zh69Cg51q9fP9y8eROLFi3C9OnT4efn16riVSwWCyNHjiQLND6f3+D47dy5s4zgL1ArMHfnzh2EhoYqbacNDQ0xdepUREZG4tatW2q3X09PDwcOHJAJFOTl5aF79+6kXZrCkSNHiJhzfTh27BhGjRoFf39/pa7J4/EwadIkVFdXa3zd1BbA4XCwY8cOVFZWon///s2eCc9gMDBw4EAUFBRg7969Cp2C+jL82Gw2Ro0aBTMzMyxfvhz/+te/8Oeff6rdFmtra5w8eZJs8AwbNoxUiSnCsWPHEBoaivv376Oqqgr9+/dXuGn52WefYfbs2fD19VU5OQOoHR/Tpk2rdwOfyWTil19+QVBQEABg48aNKgsFxsTEED/FzMxMLnNKVUyYMAETJkwAUJt92bNnzzabuXrixAmcOHECQK3gJi1iWxePHz+W4eKcOXMmwsLCEBcXJ1OdcuzYMTnh83YoB2WyH7OysjBlypR6P2ez2di6davMnE4LEn8I/kFLQyQS4euvv26TmdDt+B9yc3Pl1nI0QkNDERoaqtR12Gw2Ro8ejc6dO8t9duHCBXz99dcYOnQo+vbtS45TFIWff/5ZaRoOe3t7hIaG4vfff8eaNWsaPX///v04efIkYmJiGszI1iQkEglWrlzZYDKmt7c3sattHY8fP8bz58+xaNEi+Pn5yc2lISEhmDp1Ko4fP45p06bJfT8/Px/Tp0/XSIJcY9i+fTvhBZeGiYkJjh49iqtXr2LevHn4/vvvSfVibGxsg75OaWkpTp48qfCzQYMGISgoCDt37pQ5Xl1djb/++ktjmjgapemQXvRKJBJs3ryZcBfn5uYiPz8fa9euhZGRESIjI+vdmauqqsLGjRvx5MkTcs779++xcuVK9O3bF0uXLm3x4A2DwYBIJMKtW7dgb2+PHj16fBABpLi4OAQHB4PBYKCqqgplZWUIDAzEwoULSbmhNOq+EwaDgZUrV8oocFIUhePHj+Ovv/4CAKUJ39uhHNzd3fH1118jKCiIvJ/c3FxER0c3K1/g2LFjMX36dGzatIlkSbVVJCYm4uLFi+jXr59aO79VVVW4c+cO2a3+4osv0Lt3b+jo6ODWrVs4cuQIEhMTVb5uly5d0LlzZ8TExCjMsMrLy0N0dDQR85QWaF28eDGGDBkic/7vv/+Op0+fqtyO1gaDwYBEIsEvv/yC6OhoiEQiuLq6wt3dXelMynY0LzRpv4yNjUlAhoanpyfp3y1hK21tbfH999+Dw+GAoijcu3dPJgjFZDJhaGiodFtycnKIyCtFUdi0aRMePHiAv/76Czt37sSDBw+wbt26Risa6Pu5uLhAR0cHP//8s8LMH1NTUzLn1w0iduvWDc7OzuDxeK227pg2bRr69u2LjRs3EvGohIQEkvHh7e1NSr8VoaKiAitXrkR8fHyLtLelIRQKsWHDBohEIo1mskZFRSE4OBjLli2ToUYDavuWvr4+Ro0ahaSkJLx8+VLu87p48eIFsrKyMGPGDFLN2FQUFBTgiy++gJaWFiiKUsp20nOFojZ27twZ33zzDXr16gUej4fNmzcjMjISO3bswP79+/Ho0SP0798fOTk5GDt2LIDazY7bt2+Dy+WS60gkEmzdupXwHm7dulXmGdF+ip+fH7777ju1xla3bt2wd+9eHDhwQO75qwPpNrQlH2PIkCHEES8vL8e9e/dkNlykuTUbA4PBgLe3NywtLXHnzh1Cabd7927cuHED+/bt0/wP+Mjx6aefokePHqTEvLCwEBs2bMCTJ09Uuk5de62lpYUNGzbIBFoEAgE2btzYLFQ+qqKwsBBhYWEkW6+lkJycTLJcPySYmppizJgxeP78OV6/ft1m5hgTExMEBQXB19cX6enp+Omnn0jiXFsD/cyOHDmC27dvAwDxmfft24e4uDisW7cOKSkp2L17N2JjY2FsbIx169YhPj4eBw4ckLnewIEDSXIIXUmiCGPHjsXIkSPlfPTq6mp8//33Mr6Vjo4O1q1bB0tLS4wdOxZxcXEaix8wmUysXbsWubm52LRpU73Vry3dt5pCzSsUCnHz5k3Y29sjMDAQBw8eRGRkJADIrNfru35zVBocO3YMjx49anSeXbRoEfr37w8DAwP06tUL+/btQ/fu3eXiHOogMTGRVBKYmZmhV69eYDAY4HA4GDRoENkof/r0aZPiRhoLRpeXl5PUdFpU8PLlyzLncDgc6Ovrw9zcHFVVVeByudDR0YFAICAvsqamBuXl5Th16pRMJoRQKMT169cJTUdFRQWKi4vlFv0MBgM8Ho8Qp2sSEokEL1++RE1NDXr06AE9PT2YmJigtLS0RcroKisryTNWlg4iPT0dBw4cgJ6eHrS1tcHj8eDt7Y3g4GBUV1fLlE1TFAU9PT2S+Q3UZpONHTsWgYGBxLEXCoXYtWtXexC6GWBkZITOnTtjwYIF4PP55H1nZGQ0e1Cye/fu6NmzJ06ePEn4xPh8vgwhfmtDJBKhqKgIqampePr0Kbp16wYOhwNtbe1GjRCLxZIRPnr+/Dn5nYMHDyZO7atXr+QWC9JgMBgyDq80HB0d0a1bN7x9+1bh569fv0ZoaCgoioKpqSkp9dPW1saAAQMwYMAAci5FUbhz5w7evXuH0tLSNltWVx8kEgkuXbqEBw8ewMjICB07dkT37t1bu1ntaAbo6urKvVtpLtWWgImJCebNmwcdHR2IxWJQFKVWaRyNsrIyMufq6upi8eLF0NLSwl9//YVbt24hKSkJixYtIiX+0uByuXJBagMDA9ja2iItLU1h9qSdnR28vb2hr68vx1tvYWEBGxsbQoFCQ9EaqClgsVgyDk1paSkJOAUEBGDOnDnYvn07CUZnZGQQB8fS0lKuTF9bW5tsFmZkZODEiRMay6RoLejo6JDKO5FIRNZiEokE58+f1/j9aOqIQYMGKSwPBmo3YoqLi+XsDm2/jYyMSMZqfn4+nj59ipycHPJuFOlb6OnpQUtLS2Z9q6+vr1D0E4BcRZ30OpKG9POiwWazYWpqivLycrLWsLGxIRyLADBlyhQYGhri2LFjiImJwZMnT8Dj8WBgYAAfHx9yrbqiv4aGhpg7dy709PTAZrNx+fJl4thVVVWBz+fj0qVLePfuHRYuXKgSjRBFUSgpKYGrqys++eQTxMfHIz8/X22RXoqiyP05HA7KysrahN2ny70DAwOxYMECVFdXIzc3V0bQSB04OjrCwsICcXFxREiTFqxsD0arjv3796O8vJxk1WdkZODw4cMKfUUul0uoJcRicYPUf2w2W64KqKKiAocOHSJic62JyspKPH36FJaWli0SjKbFv1rCJ2sO6OnpoXv37sjPz1er2qS5oKurC29vb7i5uaGwsBDbtm1r7SbJgZ7zab/81q1bcr7ivXv38OrVK6xcuRJZWVlkTWBnZ4dZs2bB3NycJDnQ8Pb2lqkIqampkYlf0euyoKAgzJ8/HydPniS0oDweD1wuF+fPn5eZjw0NDfH1118TvyslJQV8Ph9cLrfJQvIMBgOjR49GQUEBNm/e3KRraRJNCX5LJBIkJiZCKBQiMDAQkZGR2L9/f73ni0QiQpknEAigo6MjU8HEZDLl4gSNzbV1IS3U2hD69+9P+k+nTp3g7OyMmpoaFBcXIyEhoUmVVTk5OSSYbW9vD29vb2hpaYHD4RDBdqA20S4/P1/teKhGgtEURWHp0qVkN6c+bimhUEiUqPl8PlavXo1PP/0Ux44dI5H3qKgoREZGyhk4Q0NDhIeHE2Pz7bffIjQ0VI6XTl9fH/PmzUNWVhZu3LihiZ9XL3744Qd88sknGD58eJOcXmWxc+dO/P333wBqJytVXvj/+3//jywodHR0QFEUrl27JqccumrVKjkjYG5ujtTUVIwZM4Y4C4pEEtvRNPB4PJw5c4ZkFP78889E+MvR0RFDhgxp9p1GLS0tHD9+nBjCf//733LCKK2J+Ph4+Pn5oaysDCKRCCdPnoSTkxMmT57c6HednZ0xatQoALUT7O7du9US8TAzM8OMGTMUlqPWF6Sm4eDggM8++wwURYHFYuHs2bNwd3fHqFGjFL7bbdu2YenSpRg+fHirL/rVhaurK8LCwvDy5UuVs3Ta0Y62itzcXPTr10/hwj44OBgbNmyQObZ//35s3ry53iwHek5at24dyW6jsX79eiKoIw2JRFKvgLM66NKlC86dOwctLS0IBAKMHTtW6WzPO3fuyImajB8/Hr///rvG2tcWMH/+fHz77bcAanVDxo0bp/HEB0VYtmxZg/YlODhYTph669at2L9/P86fPw9PT08AtaX6ERERmDhxIhGsUeQgbdiwAYMGDcLw4cNJhtqWLVswZswYtX/D8+fPMW7cOBnecy8vL8TGxmLTpk0NUoX06dMHcXFx+Prrr5UW+i0vL8fBgwfh5eWFgQMHYvfu3cQx2717N6GXS0pKQmBgoELxn/rw/v17jB07FkOHDsXBgwexbt06rF69GhYWFmplS5aWlmL//v3w9fVFUFAQPvnkE9y/f18lwaPmgJOTEy5fvgxLS0tQFIXz588jIyNDIzQ02tramD17NpKSkjQqsvVPxeXLl8kcLBaL610zzpkzBz/++COAWtHaMWPGqBSw0NXVRVhYGG7cuIE5c+Y0ud0fEoqLi3Hs2LE2KwD4oWPr1q3YtWtXm8i6r4uqqqpG7aY0hg0bRjYsaP78cePGydB4ALXc+7t27ZI5Fh0dTf7duXNnnD9/Hubm5sRHf/DgASZPnozly5dj7ty5GDVqVIM0eHfu3MGZM2cwe/ZsjfNI/xORlJSEq1evAqida2fOnCkTkzMxMcHMmTNlNu9fvHiBsWPHtohNv3LlClJTUzVK8ZWdnY3du3djwIABcslH/fr1g7u7O4YNGyaXib1ly5ZGr62xzGhlHaK6E4yBgQFcXFxkhEiEQiFGjx6N1NRUkiYvEonw5MkTkgZOZ3bURVVVFW7fvt2szsH79++RmJgIGxsb2NjYKAxKNQfKy8vJ4sLMzAyTJk0i9CE3btxQuAmgr69PRBfpHfKysjLk5uYiLy9PbvFdXl4ux7cdHx+PV69eIT09HR07doSHhwdu374NiqIwYMAAMJlMiMVi3Lp1S6MCfv80MBgMWFlZkdLZkpISwkXWFEEcZVFQUIBXr17ByckJlZWVuHPnjtKbLH5+fnBycpI59vDhQyII4ejoCH9/f0RFRalVMsJkMjFw4ECIxWLcuXOHZAtVVlaioKAAL168qDdQr62tjSFDhsDJyQn6+vqIjo5GQkKCUgZBX18fgwYNwps3b5CQkAAnJyfY2NjA0NBQrXHP4XBkxAj4fD7y8vKQmJiIrKws1NTUYPDgweByuWAwGDAzM4NEIsGECRPw7NmzDyqYy2AwMGDAAJSUlKCysrLN8l62o3lQUFBAuPiqqqqaVQCpX79+8PX1BYvFQkFBAfLy8pqlosPBwQGTJ0/GgwcPkJWVVe9cFhMTg9OnT8scu3//foPckmKxGBUVFUhISMDNmzcxePBg4jRUVlZqhJeyU6dOJFhRVlaGW7duyQSVtLS0YGdnR4LR0nNVfHw8zp07V2/AzsTEBD179kRMTAzevXsHAE0SbGyryMrKwsOHDzFgwAC4ublh0qRJhJrj5s2bzbYGauxZPn36FNeuXcOAAQNkspJLS0sRGRkJgUCA/v37EyoNOru9PhgbG6NDhw4YO3YsyWb38vKCpaUl3rx5o5YwrVgshru7O4RCITgcDnJycmBsbExsM438/HyEhISQctDBgwejvLwcDx48QEFBAUQiEZKTkxVm40uDoihUVFQgJycHL1++hIODA1lfBQQEYNKkSbhz5w6KiopUHl8URSE3N5f4PrRY75s3b9QS6aQFhmg7WVBQ0CYCMlVVVXj06BG6deuGrl27gs/naywQx2Qyoa+vDysrK5ksq3aoBz6f32B2v56eHgYPHoygoCDY2dkBqA2uqprkwmQyYWVlBU9PT0yZMgUURaGmpgbXr19vkUpKDw8POX5cWgg8LS2tWYI9FEXh3bt3yM7ORllZWbNrAmgaEokE169fR3FxMfr166fSd5tCf6AqysrKWiS5Tx0oYzelwePx5OIpurq6xJ+nBX3Ly8vl1lV6enpkTnRycsL79+8hEAjAZDLh5OQEd3d3TJ48GQEBAXBwcMCoUaMQFxeHiIgIALVxtPDwcFhYWACo3XTi8/lwcXEBi8Vq0nqSoijcunWrQQHDjxEPHz4kc6hQKJR5Z3UD/DweD+/fv0dpaSnpM2/fvm2x59UcPhfto6Snp0NHRwcdO3YkwXYdHR2YmJigf//+iI+PVyqjWxoa5YxWB2w2mwgfSmPGjBm4evUqRowYAaA2ACwt5lYfCgsLsWDBAvj4+JCye00jLy8PISEhGD16tFwArqXg7u6OkydPgslk4v379/Dz80NycrLceba2tpgyZQppc2Ogg/80JBIJDh06RJzLCRMmYMOGDejTpw9EIhGOHz8ODoeD6upqBAYGtouVtTA0uUhITExEUlISgoODkZaWhunTpyu94Fq6dKmMEA0ATJ8+nWTzDRgwAPv378eYMWOUzmqSBpvNxpYtWyAQCNCvXz85JdmG+raZmRk2b94MGxsbMBgM/Pe//62XrL8ubG1tceTIEfz5559YtWoVBg4cCHt7e40uzDIzMxESEoLTp0+jpKQEcXFxMhlwFhYWOHDgAHbt2qXUHNhWwGKxsGHDBuTl5WHv3r0f3OK9HU1DYmIiVq9e3exl5kwmExs3bkSfPn3AYDDw8uVLwuOnafTp0we9e/fGpEmTiDCwIoSHh6ssBEzj77//xpkzZxAbGws3Nzd1m6oQI0eOxH//+18AtVmqgYGBSgcP/v77b1KZpQh+fn44deoU5s2bh8OHD2uiuW0SYWFhuHz5MiIiItCzZ08cO3YMQC1vY48ePVqNE7tuu2iIRCKsXr0aPXv2JI6qsjAwMJDJ2GIwGCgvL0dYWJhKlBbSGD9+PPl3bGwscnNz5dYOz58/J/zEhoaGePz4MV6+fCkjQnXx4kV4eHgoJQD8+vVrvH79GnPmzCH0OWPGjMGIESPQv39/REVFqfVb6qKmpgYXL15UKcO6rSMnJwdz587F8uXL8euvvzbLPezs7BoU1muHZmBjY4O///67UZ0DZeHt7U3W0sXFxejevXuz6trQmDFjBqlOkUZNTQ327NnTLFRQFEXh9u3bxBf+0CAUCrFy5Ur07t1b5fVRW+GV/thQWVmJc+fOKUzU6dy5s8z679y5cwBq/arg4GC4ubnh+PHj5N1s27YNN2/exNChQwnl0+effy5zTTMzM4wePRqlpaVKCyoqgkQiwQ8//NAiY70tYfv27Th9+rRSIsUVFRU4e/Ys7t+/j2vXrrVA61oOT58+RWJiIhYtWiST+KCvr48///wToaGhKtvzVg1GnzhxQi54OW/ePBKAbut48uQJnj171qqcujR/7datWxEVFYWff/4ZAEg2iZWVVZOv369fP+J4sNlsnD9/HsuXL0dJSQnmz58PiUQCsVj8wRrptozG3mNrLRJ4PB5+/vlnsusaEBAg15Yvv/yS8Nd16NABALBq1SoMHToUa9asUWnciEQirF27FmKxWO2gJt2+ZcuWyTjEAODr6yt3fp8+feDi4oILFy6guroakyZNgqmpabM98x49epDsEpryqFevXiSIPmTIEDlF3IsXL+Lo0aPN0h51kJOTg08++QRsNhtMJhM//vhju2BhO1oE5eXluHXrVouI3nz99dckMHbr1i0i5qspCAQCfP311yTbIjY2ViPXDQ8PR0FBAb7//nuZ4ywWC+vXr0dAQEC9FR+zZ88mNEcJCQlkrUELzNEZ10uXLkVQUBDWrFmD+/fvY/r06QBqs/aaMzu+qejfvz8WL14MoDbhYO3atfXaKLFYjB9//BF+fn7YuHEjqXjZvHkzoqOjsXHjxjaXMZScnIxZs2apHCxnMBjIyMggZcNCobBJVS517WdRURHOnDkDLS0tTJs2DQMHDoSBgQEA4MCBA7h9+za+/PJLjdBU3bt3j/Bv0zZq/fr1ePz4Mb7//nu1sr01jeTkZJSXl+OLL77AmDFj2ky7mhvtAa/mB70+GzdunMr0GgUFBYiIiJDZXLa0tETv3r1b5d0puiebzcawYcOQkZEhl1jVjnZoCp6envj222/BYDDA5/OxZs0apalL79y5g127diEoKAimpqYNVvEr6uN0BRadsNS1a1e4ubnVOwa7d++OVatWAaitEjY2Noaenh4mTZqE6Oholat4kpKSkJCQIMeGwGaz8dNPP5EEzYKCgg9aH2Tx4sXo0aMH1qxZQ37HsmXLyPqksez98vJy3Lx5U6VM+g8JIpEIV69ehYODAxFeB9S34y0ejDYzMyNp3WlpaXj27JnM5126dEG3bt0AtP0Sz+zsbFRVVUFLSwvGxsZEdEgsFqOgoKDFnBEOh4NRo0aBy+Vi586doCgK2tracHd3J4t6dcFgMNCxY0eZYy9fvsS0adNQVFSEzZs3QygUgqIoVFZWQktLiwTsJBIJCgoK2jMilYCBgQEsLCwIFxVQyz9saGiIzp07w9DQsEXbw+FwYGNjg+LiYvD5fJiZmZGS7dLSUnA4HIwePVqub0ijV69e6NWrl8yxvn37wtHREX/88Qdyc3OVLmmWSCQa211U1C5p0EKrnTp1goODA5KSkgCAcG42F+hyY2neL2dnZxgYGEBXVxedOnVCp06dZL6TmZnZKsFoExMTmextiqJQXFyMiooKQs3AYrGwZMmS9mD0PxQsFosInrHZ7Ga1BXw+H0VFRXjx4kWz2hs+n4+SkhJ06NCBbLA1R3aISCSSE4DWBFJSUvD69WtMmjQJxsbGJLDAYDDg7e0NDw8PEsyvrq6WcZScnZ3Rr18/mJubw9jYGJs3bwZFUdDS0sKYMWOIE9KjRw906NABGzZsQHp6epMUtlsSVlZW6Nu3L0xMTJCZmYkff/yx3mA0RVG4ceMG8vLysHjxYpiamkJfXx/Dhw+HiYkJ9u3bJ9MPq6urW2Q9S1EUCgsLSQmudIZuUVGRQt7xutDW1oaJiQl4PB4kEgmhknrx4kWztLmqqgqJiYlgs9no2rUrhg4dCgsLC+jo6CAyMhLXrl1Tq5pKEd6+fYvy8nL4+/uDoigIBAK4u7uDoii1RZ0EAgFxTGlBN1rQSB0UFRWhuLgY8+fPh5ubG9atW/ePCEa3o/lBr88cHBxIMJrD4cDa2hrV1dVgs9ly5ec0aDo86WB0WVkZOnbsCCMjIzCZTFhaWpJ5r6SkpNkStcrLy+VoBgwNDaGnpwdXV1dwOBzEx8dDIBCoRdlJURRpu7m5ORgMBtF5aUc7LC0tMW3aNDCZTJSVlWHPnj0Qi8UoLi6GkZERrKysZPpKVVUVmcNTU1Nx+fJlaGlpqSW4SVEUXr9+Tf42MTGBjY0NuU9dmJqaok+fPuTvkpIS6OjowNPTE2/fviW81yKRSKGQcV0IBAIUFxfL2CR9fX2Ymppi1KhR6Nq1KwDg+vXruH//vsq/r60gICAAHTt2lNF+6dmzJ8aNG6fU9yUSCUpKSsBkMmFtbY2ioqJm5Yqm447a2towMjKCjo4OdHV1m43bXiKRICUlBRRFISgoqMnXa9FgNIfDwdGjR0kGzaZNm7B9+3aZc/7zn/8QwZvWFu5QBlwuF7Nnz4azszPJtiwoKMDAgQNbnO/N3t6eZPYAUHsx3BgkEgnOnj0Lc3NzPHz4EEwmE9XV1Rg+fDj09fVx9uxZsFgsVFZWYsiQITITZzsU4+uvv8bSpUthbGxMjvXp0wdsNrvZ3mNdSC8yvb29ERsbiw0bNuDgwYM4e/YsXFxcAACrV69usES9MdjZ2eHevXvYv38/1qxZ0+R2axoeHh747LPPGhUjbAlcvXoVMTExmDt3bptoD41t27Zh+PDh5G+KojB9+nTcuXOn9RrVjjYFGxsbLF68GAMHDoSrqysGDx6MtLQ0jd+HoiiEhYXB0dGx2Tc+w8PDsWTJEpljrVkZpQ4kEgk+/fRTMBgM4nyIRCLMmTNHhiOaVo6n8euvv+LQoUO4fv16i7e5JXDu3DncunULR44cIRsNjeHly5fw9/fH6tWrsWLFCgC1mUh1M9kjIiIwderUZqesEYvFmDt3LnmP6jgiffv2xZEjR6Cvrw+BQIAjR46opACvDOqjF5MWJZam5NAkSkpKsG/fPsTExBB7JRKJ1PY3IiMjiZgPHcRydXXF2LFj27N929Hm4eLigujoaFAUBYlEgvDwcIW0NRKJRG7+un//PtauXYvffvsNs2bNwpUrV4gNXrJkCc6cOdMsbd65cycOHDggc+ynn34i/i/tC1+7dk1t6shLly6BwWDgxo0b0NPTg1gsxvnz5/HmzZsmt78dHw/09fVx6dIlXL58GXPnzsXGjRsxY8YM4stTFIXr16+TpCaBQIDPPvuMVL+qAkV28+HDh3j8+DGA2kB33TEaEREhJzY3btw47NmzB4MHD8aAAQMA1FJjXblypdE2zJs3Dzt37sS4ceMQExMDoDaLeNWqVe2JR1JwcnLC/fv3weFwIBaLMX78eDx69KjZ7ldYWIiBAwdi4MCB+L//+z8MGzYM/v7++Pvvvz8IvaYWz4w2NjYmpf11id2BWm5oRaWcdPYNzXUVEREh59gOGDAADg4OAOTJxJsLDAYDPB4PBgYGZAdVW1sb06dPR1xcHO7du9fsbRCLxUhOTkZGRkaLCN0BtRNqRUUFsrOzYWNjA0tLS0ycOBE6OjqwtLTE48eP8eTJk3bFYQXw9vaGp6cnLl26RJx9XV1dIqyTnZ2N69evo6ioqMXeJ1CbGWZjYwMdHR1wOBxYWFigb9++EAqF6NChA0QiEa5fv4709HTU1NTgzJkzcHZ2VspxNzExIWOTxWLB3Nwcfn5+mDt3Lq5fv66WqKGyEAgEOH36tIyh5PF4GDNmjEygv7q6GsnJycjLy2vR594QqqurUVpaimfPnsHa2pqIzrQ2DA0NyTwO1Doq0qrB7WgHi8WCrq4ujI2NYW1tjcmTJyMuLg43btzQ2D3c3d0REBAAAwMDpbI6mgqBQKB0OWZbhqLgYmMBx8rKSohEIoSEhKCwsJA4PTU1NQgJCYGZmRk5t7y8XG1O4daCQCCAQCBAeHg4rKys6g1Oenh4wM/PT+aYdMUKbTul4e7ujnnz5uHBgwfEKW0uNDVwnJ+fj8uXL8PBwQF6enooKyvTuDPTUJBWIBCgsLAQ8fHxKCwsBIfDwZgxY2TW9CKRCElJSXLPWRnQGWmJiYkqj2UrKysMHToUDAZDhh+67nU+BOdPVSQmJuLvv//+aMuO/6kQCoXIycmBRCKBRCJRae7W1taGjY0NeDwemEymDH9ocyZPVFZWyvmW0pvCbDab/KcqioqKkJGRgYKCAhgaGoLH4+Hdu3eIjo7+KGw/DRsbG3Tt2hXJyckf5XzVnMjJycGhQ4fQs2dPdOzYEXfu3CEBYX19fRgZGeHVq1ckKz8vL09mTKnrXyqym0KhkNyHzWbD29sbGRkZpBKrpqZGrt/SlFfSY9TKygpeXl5IS0tTSImlra0NV1dXODs7w9zcXGZsSccvaHzo/SsqKgpxcXEy7y0iIoL4GRkZGXj69Ck6dOigsHKdjnNoaWlBLBZj7NixsLS0xKVLl5qFNUFbWxuDBw+Gp6cnoe/l8Xga2RCXSCRITk5W6GPl5OTIVZ+oQyvYKpzR6mSH6OnpYevWraSUffbs2XLB6C+++IJw1D5+/BgXL15UuU2qvDhFu1QURcHQ0BDbt2/H0aNHmzUYTVEUKIqCSCTCzZs3ZcpAVRW2q3u+9N/0v+ueU1pairCwMAwYMAB9+/bFxo0byWfHjx/Htm3bmvLzPlpMmDABq1atQo8ePWQyz+g+mJiYiE8++QQjRoyAv79/kyaTxvqB9OedO3dG//79ZT6fNm0aERK6ceMGPvnkE9LOlStXwtXVFTNmzGi0jd7e3mTs0ucOGjQIAwYMwNChQ5s1GP3+/XssX75c5piNjQ369+8PLpdL+jafz8elS5cgEAga/T11x0RDz7mpIpNVVVW4dOkS/Pz8YGtrC6Bt8CuqOmfWd76iZ9jQfNSO5kN9Nq2+90IfA9CgveByudiyZQuuXr2q0WD00KFDsXXrVhw6dEiODkJTNr0d/0N1dTXWrl0rc4zP52PlypWt1CLNo7F1y8iRI7FlyxaVrunh4YEDBw5g6dKlzR6Mbiri4+MJr2zdjKqGoM54qw+FhYUkC5HH4+GXX36RoQTj8/nYvXu3UkKBddulr6+P0aNHq5Xh6O7ujv3794PJZKK8vByPHj1SW6xQ0fNqy/PP1atXce3aNcyfPx+Ojo4Nrn3abfqHAYqiUF5ejgsXLpCye2XsOf1vS0tLTJgwAU5OThod/+qA9ocVHa/b76RRt71v377FhQsXANQmXdCZrV999ZXmG92K8PT0hKurK7Kzs0mwUJNxkMbG+oc8/hMTE7FgwQLs3LkTlpaWWLFiBd6+fUs+r66uxpUrV5TSyFDFR28MFhYWGD9+PC5duqQ0LRj9zh0cHODg4IDjx4+TYLT0vWm7yeFwFNJG1R1XXbp0gYuLC/766y+ZYHRT37uyfbSpPvr+/fuxf/9+mWN//vkn/vzzT5lj06dPJ/OEonbR9D7fffcdnj59imvXrjVLcJ6OO9YH6fY1FN9TNHZFIhFu3bpVL9vD7t27m9z+VglGp6SkYO3atXJ80crg4cOH2Lx5M9mFAoB+/fph+fLlCAgIULtN6gwO6e9kZWXh5MmT6NGjB+FObE4kJiZi4sSJ8PHxgaurq9xOlqq/p+750n83REzOYDDw/PlzZGZm4tq1ayQrp7n4BT9kdOzYEVu2bCGcSnVRXV2Nb775BnFxcRpb2DX2fXWvz+FwMHz4cFhaWip1/ps3b3Dy5En06dOHBFRbE8XFxZg3bx6GDx+OZcuW4d69e3j37h2EQqFSz6TumGjoO5pYcDEYDLx+/RonT55E//79myxM2lRs2rQJFy9exLZt2xpVZi8tLcXp06fRqVMnogcgDUXPsKH5qB3Nh/rmeGU/l/5b+nhVVRW+/vprlcXTmoKm2nQaPXr0gLOzM3R0dNCvXz+cO3cOmzdvxsOHDzXRzHY0E3R1dbFt2zYIhUK1kwJcXFzQvXt3/Pjjj3j+/DkA4OzZs3IB5RkzZhChxg8VPB4P27Ztg1gsRkREBKytrVX6fnNs+vj5+aFz5864c+cOKQkGaqsBlaXHkb5P//794eDgIJcx2aFDB/zyyy84c+aMnEiwNJ49e4aJEydi4cKFGDZsGHbt2iWToVleXi638a1Mu+o71qFDB5w+fRoSiQQikQirV69uM7R3jfkFdT9rt+mtDxsbG/z222/w9PSERCLB7du3kZmZKUNvpYw9r3tOTEwM3r17h2HDhpGsz6+//hpDhgzB8uXLNU7zowj79++Xo4nLy8uDWCzGtm3bUF1djcjISDx8+JAEDh0dHYl+DI/Hw7BhwzB8+HAEBwcDqOXEXrBgQZvfQFQFdOwgODhYhmoP0NyaSZmxTh9jMpkYMmQIrK2twWAwMH/+fBmOYwDYtWuXUhQSLY3du3fj4sWLMkG66OhosNlstexTY58razd9fX3RuXNnDBs2DC9fvsT/+3//r95zi4uL8dVXX5EY0ieffILRo0fj6tWrCvnWz507hwMHDuDVq1fk2IkTJxAXFyd3LpPJhJubm0wFcnPHNOqep6yPToufKutbDxgwAF9++SXevHmD8vJyuetXVFQgJCQE7u7uZFOftufHjx9vcJ2hDkpKSrB8+XJ0796dbJzp6upi4sSJuHTpEnbt2oX+/fuTcUajseeUkJCAFy9eNPsc3qLBaIqikJ2djaysLISFhakkyiEWi5GRkYFnz54hLCwMQG0avI2NDbp3746xY8eioKCAGJmWFj98//49kpKS0KVLlxa5X2lpKSIiIsBgMJq8y6Tq9+t+p7CwEDk5Obh69apMCR+DwYCNjQ1Z+NMCZ/9U6OjooFu3btDS0sK7d+/kyoDp3SfpSb4lIRAIUFpaCj09PYXlbTo6OnByciKUDK6urkrT4ZSXl6O8vBxubm7Q19eHvr5+qzojAoEAV65cgbGxMUpLS/H27dtm4bPVJEpLS1FaWgp/f//WbgoePXqEvLw8mcWKpaUlbG1tkZ2dLbNLXl1djaSkpHY+sTaO5spUKSoqwps3b3DlyhW8e/dOI9dks9mwsbGBiYmJRq7XEKytrQkNg52dHWxtbXHo0KFmv29rQEtLS6UgZFu26SwWC+7u7kRIWRnUHQNeXl7o27cv7Ozs8O7dO1RUVCA1NVVGZBao3Wju0aMHbGxsGqQrMjU1hYODA7Kzs9uUKB0tghQUFISampoW1zupD5aWlrC0tERmZqZGrmdvb6+QVozL5aJr164KuXKlUVhYiLCwMAwePBgcDgeDBw+W+by4uBh//PGHWnygimBoaIgxY8YAqC23/vnnnzVyXVVAz7UMBgNMJlNOuLg9qNw2QfvH0sKcHTt2xJgxY8BisVBaWoo3b94Q8c2mIC8vj6xN6TVh165dYW9vj507d+Lt27coLCxs8n0awvPnz8mGIQ1TU1PY2dmhQ4cOEAgEePbsGQoLC0lwWU9Pj5TY6+vrw9XVVaZ/Jycn41//+pdSGa4fCoqLi3HhwgX0798fDAaDaAOoSqmpidgBUBsncHJyIkFAT09PObH4thaI5nK5sLS0RFlZGUpLS1FTUwM2mw09PT0UFxe3+oahlZUVtLS00Lt3b4Wim5WVlWQtnpubi8uXL6O4uBgAMHbsWHTo0EGOnovBYODdu3eIiYkhlQM0kpKSFG7YcDgcdO7cmYyxqqqqNqsFx2Kx0LFjRxmfgslkwsbGhjzDgoICVFdXw8bGBj4+Phg7dixOnjypkNZEJBIhPz+fVIQD/7PnigL3TUFBQQFSU1Nx6dIlGd+bw+HAxcUF2traJD6pq6tbb/xF0fgsKChASkoKrK2tZTRllEFhYaHS80qLBqNpkRz636qgvLwcI0eOlNnBNTU1xfXr1wmP6tdff01Utz09PeUWih8TbGxsMGPGjCbztGpqJ1QReDwezp49Sxz5b775Rk504p+EV69eITAwkPzd1pz4x48f4/nz55gzZ47CjOeAgABSkVBdXS1TzqMswsPDYWpqinnz5rUJQb6kpCTs2bOnzRrIDwUMBgN//PEHXr58iQEDBrRzxX+AaK6gwn/+8x/ExcVpdL5zcHDAnTt3ZDgq29F0dOnSBVeuXFF6XdGWbXpFRQVGjRqFTp06YcyYMSpVvNB4/vw5kpKS4OvrCzs7Oxw8eFDh2nXXrl04fvw4rl+/Xm/lEwCsXbsWwcHB6NevnxytTGti7dq1mDNnDkJDQ1ski7GtBTCTk5PRo0ePJvPOGxkZ4cqVK0hKSkJ4eLiGWte6cHR0xO3bt6GnpweKohAaGkoCmG3tPbbjf7C2tsbdu3dlkgCYTCZ4PB5iY2Nx69YtjZaLV1dX4+jRo6RPjB49Gu7u7rh+/TpOnjyJzz77TGP3Uhbff/895s+fDwMDA1AUhcWLF+PRo0fEj+nUqRMRPWQwGBrbRPpQwOFwMG3aNKSlpeHUqVMqfbc5YwdtHYGBgQgNDQWTyURZWRn69esHLS0tTJo0SeWAnSpQ5fnV1NTg+PHjCpPbrl27RrJ1JRKJzNr8yy+/BJvNlpsbGAwGtm3bppKNZLPZmDp1Kjp37gwAuH79usYDsc0J2p7b2NgAAIKDg/HgwQPcvHmTHGvou/PmzZPJCm8urF27Fmw2u1Ef69KlSzAzM8P8+fMVrvHr619cLhenT5+Gu7u7Su1auHAhQkNDlTq3xWk6msKvVjfwxWQyYWhoiKysLNy8eRPPnz8Hn89Hly5d1BI20QTS0tIgkUjg4eEBFxcXfPbZZ7h69WqTsi7Nzc0xfvx45ObmEm5dExMT6OjotJnJnclkwsPDA0ZGRmSHTCQS4fLly+Rd1M0m+qdBLBbX6+g9ePAAbDYbpaWlsLW1xejRo9G1a1fY2dkhMTGxRYKlQqGQKGrn5ubi/PnzCAwMhLe3N4DaXU16x1daNEHVe0gbMwaDgTFjxsDMzAyhoaEtki02ePBgWFtb4/Tp0xCLxU1yQDWdGaTq9by8vLBo0SKEhYUhNzdXY+1QFQwGA3p6ejAwMGgzc1I7Whd6enpwc3PD48ePUVZWptFrs1gsGBkZgcfjNYsYCFC7mHR2doaJiQn4fD5Onz5NxEzaehWFqmAwGBg/fjz8/f1hamqqtPDT4MGD5Rz4W7duITk5uTmaWS/YbDYmTZpEFOzfvXtHsqGVpZJSBLFYDLFYDA6HAysrKyxcuBA5OTkkU7eyshKvXr2CQCCASCTCiRMnEBkZ2eA1q6qq2txm3ePHj8Hj8VBUVNRs40kazZFR29A1zc3N4ejoCAMDA4WfN7Q2U4TIyEgyRhwdHTFixAiSOWxoaAh7e3v4+vrizZs3KC4uVum35ubmIjs7G5MnTybHYmNj8fDhw1YRUKPnWn19fUgkErVE4drR8uDz+Thz5gz8/PzQt29fpKSkEB86LS2tWQR/pQNYYrEYTCYTRkZGLSII3qtXL0IDl56ejsuXL4PH48kE43V0dGQyxd+8eYODBw9i2LBhMpz0NAwNDREcHIzY2FhERUVh7Nix4HK5CA0NlUmM+1DBYNQKnbWW+LiNjQ3s7OzqDdhlZGTg0qVLbY72k81mw9jYGEwmk4gGisViokHUXFDVblZXV8Pa2hqfffYZbt++TWIzQqGwXntX39rEyMgIkyZNwosXL5SmqKM3eOj327FjR1AUpVRMQ1NrBGWuY29vD1tbW2hra+Pdu3cIDw/Hy5cvwWAwYGhoiOLiYly7dg3p6enExuvq6oKiKHTq1IlQVRYUFCA9PR0uLi5E2FXaXhYWFuLMmTMylGOagLTIYnJyshyvNU1TV1NTg7KyMjx58kRhxryvry/8/Pzw6tUrORFbfX19sr6OjIxEUlISJk+eLCPeKBAIcPr0aVJJokol7Eexqnj06BGWLl0KoHbADB06FDwer1Xa8vTpU6SkpMDZ2RkBAQHw9/fHpEmT1HZe6RKW33//HZGRkc0qiNgUsFgs9O3bF+/evUNKSgokEgmqq6uxfv361m7aB4EzZ87gzJkzAGqF/f744w8wmUwIBAK8ffu2xTN3X79+jc8//xybNm2Cl5cXgNqJlq480BQYDAa+/PJLDB06FJcuXWr2cjgGg4Hg4GD07dsXV69ebTH+qua63uDBg9G/f388f/68VYLRtGiMOlzD7fh4QVEUTExMMGLECFy7dq3Z79cc/cvKygqjRo0CUBsgWrNmTatu+GgSdZ8Xm80morpA/SLTdb83c+ZMzJw5U+bYvHnzkJKSopZQtbrQ1tbG+vXrSQbOxYsXZXRFNAFra2v88MMPiImJISKcOTk5SElJgUgkgkgkwqZNmzR6Txp1eSM1jRMnTuDcuXNYvHgxcTg+BNR9FnWFeWg4ODhgxIgRAGozwZo6X5w6dYpkEo4cORLDhw+XuZ+lpSVGjhyJM2fOyIhUK/NbXr9+jVu3bmHFihVkY+DSpUutupauTxyuHW0XxcXFWLFiBRYtWoQ+ffogOjpaLdHOpqAl+8zkyZPx5ZdfAqgV27x8+TIA2fFetz0xMTGIiYlBSEgI0XqSpr60sLDA1q1bsWPHDjx48ABfffUVTE1NceHCBaU5gdsq6MQjaa7Ylh7jbm5u6Nu3b72fv3r1CkuXLm2Tcw/9/FgsFgYOHNgiFUXqoGvXrpgxY0aD3OeNvXsGgwFra2ts374df/zxh9p6KZ6enujUqZNSMQ1NremVuY6HhwcCAgJAURSePXuGJUuWAKhlX5BIJHj8+DGJMUpnRDMYDPj5+ZG/Y2NjkZGRgcDAQDg7O8vdJzMzE8uWLWsWAUMa0dHRiI6OrvfzysrKemlvunfvjpEjRyI3Nxd8Pl/O7tN/nzp1CgcPHkSfPn1kqForKirw7bffqkWr9lEEo2msW7cOfn5+iI+Ph0gk+uD5zFgsFrZt24aAgIAWyUbQxPOysLDArFmzEBsbi5cvX2qoZe1oKYjFYly6dAlVVVWYOXMmBAIBjhw5AgDNuvhycHDA+fPnceLECfz111/Nco++ffvi+++/R9euXaGtrY0pU6a0yUWOKggNDcWuXbtaJXMgLy8PkyZNwvjx44kTQGPixIlYsmQJPD09UVFRgZkzZzYqdNiODx/e3t5wdXXF559/jpCQEBw7dqzZxX8YDAaGDh2KnJwchIeHNyljKTAwEC4uLgBAsrm2bNmC8PBwwqn3oYPBYOCXX34hm4z0MekSvPj4eDmBaV9fX6U0MVauXIlRo0ZhyZIlH80zGzJkCOzt7cFms+Hh4QFLS0tcvXoVurq6uHjxIg4fPoyjR482y72HDh2KFStWAKgNfi9ZskQua6WpCAgIgLu7+wc3R7979w4REREAamnhRo8eDS6XC4qiiDgbAJw/f54ozTs4OGDnzp0aa8OjR48wbNgwhZ99+umnmDRpEi5evNioA1peXo5Lly6hsLAQYrEYX3/9NcnqbOkgojQyMzMxfvx4TJ06FYsWLWq1drRDPaSkpODo0aOkqralEBUVheTkZLKh29zYtWsXCUDTmlH//e9/cfXqVfz5559ISUnB+vXr5XilAWDjxo3YtWsXgNrNJVqENCsrC//617+QlJQEiUSClStXgsPhNGswqaWwZ88e3L17Fzt37oS1tTVmzZqF6OhopKSkqHwtZWIHHh4ehBqCRktofjQH4uLiiPgjnRndFmgn1YGpqSl27dqFhw8f4rfffpP7nMFgYPPmzejdu/cH+xuVAZ/Px9KlS5GQkECOlZeXY/bs2UpvNLi6usLY2Fhl8ee2BCaTiREjRiA+Ph7Lly+XqcZKSEjAqlWr8PLlS/D5fCxYsECmqkEoFKpdvfVBB6NFIhFSU1MJf5mXlxd69+6NxMREiESiVg9El5WVIScnR21qEiaTiYCAAPj4+KC4uFjjDkhdaOJ56ejowNnZGdnZ2SgoKICRkREEAoHGBGja0fzIysoCUFtSI5FINOoI6evrQ09PD6mpqWSDxd7eHrq6uhg4cKDGs9mkYWVlhcGDB4PBYKCiogKOjo7NPqYagiY2f96+fYubN29qqEWqQSAQ4M6dO7C0tMSwYcNgb28PLS0tuLi4wN/fn3D2V1dXo0OHDh9FWWM7FIPNZsPQ0BC2trZwdHREfn4+Xrx40WybJDU1NUhOTiYBYwcHB2hpacHMzAwVFRUqj2sOhwMDAwPY29uTjIaKigokJSXh/v37JODV1mFjY0MyFcrKypCbmws7OzvynEpKSlBYWAg/Pz/079+ffI+iKJSVlRGRqaysLLl539raWiH9GYPBgJGRESn78/T0hLm5eYvyb9J2isPhwNDQUGMl6FwuF3p6enBwcCDaJDRlgUAgAJ/Ph52dnUypIg1zc3MYGxujrKxMhn6KLl3n8/nE1rJYLDg5ORGbmJ2dTdaNurq6MiI40mXmqv4WBwcHFBYWori4WOad1Sfs19YhFApRVlaGiooK6OjowNDQkATUi4uLFa5dOnbsiJcvXyrtNJmbmzcaNMnIyEBubq4cHVFwcDA6dOgAc3PzRjfzRSKRTMZYbGysUu1rbvD5fNy+fZvQtbXjw0J5eXmrbGbk5+eDz+e32LovOTlZjh7q5cuXyM7OxosXL5Ceno6MjAwYGhqS+bq8vBw5OTkyAShjY2NSRfH27VvcuHGDrCea0z9paSQnJyMzMxPPnz+Hp6cnOnbsiIyMDBQVFaG0tFQluqb6/BgDAwPCoWxra6swW7Qh8Hg8uLm51Zs0JBaL8fbtW+jo6JCMVXoebc5+V1xcTKqjtLW14ebm1mYDte/fv0dSUlK9VHksFgu2trYN2jgfHx/06tVL5XtLJBKkpaWRNYulpSV4PB5MTEwgFotbXTeLXveXl5fj5cuXuH37NjIyMsjnQqFQjo1AKBQiNTVVJtGCw+HAyckJBgYG0NfXR2ZmJtEEMTExkVs3m5qawszMDEBtkl9b0Q8pKioiyUPv37/HmzdvIBaLScC5pKQEN27cIHNDY4LPquCDDkYXFRVh2LBhbTbIceXKFQQHBzfZMSooKMDhw4c/KJG1nj17ok+fPvjkk08QFxeHCRMmfPBZqB87WmLzZvjw4WCz2ejfvz/Ky8vBZDJx/vx5DBgwoNnv3dbQ2ptlmkJoaCguXbqEc+fOYcCAAYiIiGhWEY92tD2Ym5tjzpw50NLSapGsofT0dPTt2xcMBgMsFguXLl1Cr169sGDBAkRFRakcPLa3t8fUqVNlKpDu3LmDGTNmfFBZUL/88gvGjRsHADh06BA+//xzbN++HUOHDgUA/Pnnn1izZo3c9yQSCc6fP0+Co4rWVA8fPsSjR4/kjnO5XCxYsECGm7OlUVVVhcmTJ8PZ2RkzZszQ2JrQw8MDQ4cOlatMo59XdHQ0fvnlF4Vrs6+++gqfffYZDh48SDL1gFrndcGCBbh//z6mTZsGoDYAEh4eTjJq5syZg3PnzgEALly4QKhuKIpSewPVy8sLV65cwfr16/HHH39g6tSpxCFSxB/YnNCU7XN2dsbixYtx9uxZlJaWYs6cOTA3NwdFUbhy5YrCLMi0tDT06dNHac2LL774gmRKNoSlS5fi8OHDcsd5PB4Rbm8ISUlJ2LZt2we1zm9HO9o6ysrKMHr0aIwcOVJug+fUqVMIDg6WOXb27FkZio8PnY6jIfD5fEyaNAlDhgzB2bNn0bt3b/j4+GD//v1N1vlgMBgYPXo0HB0dAai3iRoYGNggv25BQQF69eqFoKAgHDx4EEDtRnqvXr0+mqosaahjNyMjI/H111/Xu44tKCjA4MGDmyWOJhAIMGXKFPLuf/vtNyxatAjTp09HSkoKTp8+rfF7qgIbGxvMmDEDa9aswZ49e5Qa64WFhRgyZIjMu3B0dERUVBSMjIxAURT+9a9/4datWwCAZcuWydG3LVy4EN999x2AWqqgoUOHtoheVmPYu3cv/v77bwC1c19LxlY/6GC0ooW5trY2/P39kZmZ2aqlbUDtDp0mhGooikJNTU2LCMtoCmw2GywWC8nJyUhLS9NIINrQ0BBz5syBtrY2KIrC6dOnZXaxPha8e/cOW7duBVDrJLq4uJDdzQ8ddL/g8/morKwEg8Fo8c2k5ORkZGVlqSXA2A550POcSCQCk8mUK/XW1dVFjx49SGZKOz5sVFZW4tmzZ/D390fv3r0B1M7N2traRNBl3rx5iImJwenTpzW+CTlx4kQYGRnh8OHDEAqFYDAYOHbsGF6/fo1Zs2YhNzcX9+/fB1Aroujp6VmvI8RkMtGtWzfY2dlBS0sLDAYDVVVVOHz4MO7fv9/mhOYag7a2Nhl/fn5++Oabb2ToF3r06IHly5ejvLycPCOgdo1RUlLS4JxIi/nVBUVRePz4MWxtbeHm5gYGgwEej4fFixfj0aNHxLFvblRVVYHP56OmpkZjwU4Wi0XEnYqKinDkyBF0794dPXv2hFAoRE1NDWpqatCrVy/4+/vj2LFjJONWS0sLenp60NbWlhGI0tLSgq6uLjw8PPDNN98gPDwc7969w+HDhxEQEIBRo0ZhwoQJsLCwwOHDh1FVVaURR4Wemzt16oTAwEAYGBi0mnCVpsBkMqGlpYWxY8eCx+PB0NAQWlpaoCgKEydOJBziT58+JRVEFEXVO6579OiBoKAgALXZ6SdOnCDvsS5EIhESEhJIsomJiQl69uwpc05xcTEeP34MLy+vRjdoLS0tsWzZMplgdH5+Po4dO9ZmE27a0Xahra2Nbt26fZAVD40hKCiI6BtkZmbi1KlT9a4zuFwuZs2ahV69ekFXVxcMBgOVlZX4+++/FYrN0vz/0ujevTsGDhwIoDYYdfTo0TYRPNIEqqqq8OrVK2zduhVDhgxBly5d4Ovri6ysLLV9TisrK3To0AGmpqYoLy/H0aNH0b17dwQFBeHEiROEMiYoKEhuzpQGm81ulDpqyZIl6NixIzmPfsfNCQcHB0yePBlpaWkoKipq0SowVeHo6IjPPvsMV65cUVipSMfRPDw8CPWIomvQ65+7d++CwWBg2rRpYLPZOH78eIP2STrAS6/XORwOKioqcP/+fXTq1ElhxV1zgslkomvXrpBIJPj9998RExOj9CZ/3bjjuHHj4O/vDy0tLcTHx+P69et49eoVWWPcv38fv/76K4DaNYVYLMbjx48JLVB6enqbie35+vqS9Q+NiIgIhZv6WlpamD17tozGCO070RnvI0eOlKH/awgfdDBaEbhcLvr06YMnT54gNTVVhpz/Q4QqwiFtgSNbug1isRhRUVF4/fo1mEwmGXAsFouQ/6sCU1NTbNiwAQYGBoRU/mMMbqWmpmLlypUAaoM8T548gUgkQnJy8kefXc5kMsFisZrV+UpISKjXKGtSvbex67WF8apJ0DupTCZT5nfp6+tj8ODBiIiIQGZm5kffhz8GKOqbDAYDEokE5eXluHHjBnHQ6KxKsVgMiUQCJpOJb775Bnfv3kVISIjG3/eCBQvg7OyMM2fOoKysDBRF4c8//0RkZCSmTp2KN2/ekExSGxubBhdDbDYbPXv2JGWDTCYTfD4f//73vz942xIYGIjAwEAA/1tHBAUFoVevXjh8+DDi4uKUuo6iviB9TCQSITIyEq6urnB1dQVFUdDV1cWPP/6IkydP4urVq5BIJM0y7um1BH3tps6n0r9LWsgKqOXI//bbb/H555+jZ8+eYLFYpO8PHz4cK1euxL1790hGFj1e6oO7uzs2b96M/Px8JCYm4qeffsK0adMwevRozJ07FwMHDsSZM2fksnXUXT/RcHNzIxRKbQ3K2s66mDVrFjw8PGTe3bx580i/2LVrlxydFYPBAJPJlFlrDBkyBBs3bgRQWwlw5swZmY0s6b4mFAoRGRlJBAqNjY0xdOhQmXYXFBTg7t27cHNzI32lbr+iYWFhIZdB9fTpU5w6dapNBaPp9rfb8bYJum/xeDwMHDgQOjo6rb7WpCuYNGEHWCwWRo4ciW+//RZAbbDk7NmzZIzUHSs6OjpYu3Yt7O3tyWelpaXYsGED8vLylLpnnz59SEDp2bNnZEzSc0ND8zE9zzR2XmsiOTkZK1euxB9//AEvLy/06dMHSUlJMrQnjQncScPe3p4E7xMTE7F27Vp88cUX8Pf3x44dO0iF1caNG0kwWh2RVB6Ph++//17uOIvFIjGHuv4IoLjyqyHUrRxyc3PDli1bcOXKlTZP3eLu7o4ZM2agpKQEr169kvnt0s8mMDCQ9HFFePnyJb799lvw+XywWCx88cUX4HK5MvaJ7ufK9PGCggJcu3YNXC4XZmZm9dpFaTR1HqO/y2azERQUhISEBKxcubJJc9LcuXMxduxYALVZ6HTshsbdu3dx9+5dmWPXr1/H9evX1b5nc2Hw4MH46aefZI6tWbNGLhhNJ5ysXbsWnTp1AlA7pgoLCxEWFkaC0bNnz8aMGTOUuvdHF4zOy8vDggULkJ2djZKSEgwdOpRw/X1okEgkuHTpEmxtbZUa3G0hsKWoDTY2Npg/fz7u37+PzMxMHDhwAKmpqVi7dq1K187OzsbIkSPBZrNBUVSriLa1Fuzt7TF//nzcu3cPqamprd2cZsO0adPg5+eHzz//XOFuXHNC0+q9jV2vLYxXTYGiKKxYsQLdunXDvn37wOPx5M7x8vKCg4MDLl68KFO23o62h7p908PDA35+fvjiiy8QGxsLsVhMsof//PNPUBSFpUuXQiQSQVtbu9lESAFg1apVcHFxQUhICM6fP4//+7//q/fcwsJCUnamCEwmE2FhYSRrcdWqVXKZAR8DKioqcP78eZL5nJ+fr/R3Fc1Tio5lZGSQUlkdHR2MGzcOgwYNwp07d/D999/LLcibiq5du+L333/H48ePia1oKm8j/bv09fUxbty4enkU2Ww2du7cSRbdNGf53r17SUZMQUEBjh49Wq/4zf3797FmzRqVBKNsbGywf/9+XL16Fdu2bVPhl30YUDd55O7du3jx4gXGjRtHgm/ffvst4TRUJN42bdo0LFmyBJ9//rmcWCcAdOnSBTdv3iRl5vR1rl69SoJKdTkvFbW7qqoKJ0+eJI76oEGDZK75IYHBYGDEiBHIycnBxYsX21SQvB21tDX9+vUDIFvV0dprzSFDhuDOnTv49ttv5ThYVYG7uzv++OMPGe5hLy8v3Lp1i2QsBgcHy2gUVVRUYOrUqTLZqzU1NU2mcZg9ezYR9Hz16hWWLFmiMFv6X//6F6FjevToEb755psm3belQPucQO0cdv78eYU0Bq6urnJrpqtXrxJNCj6fj+rqahw9ehSRkZFITExUeL/8/HxcvnxZrcBghw4dCNWjubk5wsLCcO7cOWzevBmbN2+Wyb6mKApffvml0pvx9DpDelOSz+fj77//JhuRHwLWrFmDCRMm4JNPPiHaIOvWrSObBpaWlk26PofDwe7du1FdXY3PP/9cadsQGRmJly9fYvz48UTbpD40ZR4zNzfHyJEjSQBeU7Ry3333Halkz83N1cg12zqWLVuGadOmwdbWlhz7z3/+g7Nnz6rkW0jjowpGv337FlwuF1FRUSgvLwcAjQnZNIbm2HmmKAq5ublyfIWqtKep7VL1+4rO19HRgYODA96+fQuKohAYGKgWp6xAIEB0dLTK32sOmJiYyIgKAbWBD5pzU1tbG66urigsLGySirVYLMbLly9Jf+ZyuXJGo7S0lPBB8fl8wvXFZrNhamoqY0RFIhEKCwuhq6tLhK40BVX7iqmpKRwcHGTaQZfEtjSH5T8Jenp6ZDEvkUiQlJSkkKfS0NAQTk5OAGr7TVJSUoOlibRwbH2LEFpc6kMvDf/YoaOjAwMDA7x58wY1NTVwdXWFjY0N7O3tYW5uDkNDQ+Tl5SEzMxO5ubl48uQJKIpCVFQUCUY/efIEpaWlKjkW9Fwg3c+cnJzA4/GQlJRE+lViYiLev38PLpersDzS0tIS3bp1Q0pKCqqqqhrNcH737h35d2xsLAwNDdWi8OnYsWOjcypFUUhNTdWYcCqbzYabmxsqKioaFEERCoXIzMxETU2NRmy6Ikg/ax0dHeTm5sLExARBQUHw8/NDQUGBzHtsKgwMDNCrVy8IBAJiH5sKiqJQWloKPp9Pym/pMkS67J3FYiE+Ph4ASGmwlpYWmEwmunfvTq714MED5ObmyoyBsrIyiMViPHv2DHFxcXICMKWlpXj69CmcnJzA4XDg6emJ169fIyMjAx06dECXLl3Qq1cvlJSUwMvLC0Dtuqi5qqZaO6OyPtRtV1FREaqqqkifMzAwwMuXLxsU2OFwONDV1ZVZa+Tl5SE+Ph4uLi4wMDBAUFAQKioqiJOZk5OjstiQWCwm60L6GsqWdZeVlcHS0lKhfdbT0yPO+/v37/H69WuV2qUqCgoKEB8fj06dOsHKyqpZ79UO1eHl5QV7e3s4ODgodX5LjG2xWIz8/HxiB3x9fRucqwsKCpCdnQ2g1tdxdXVFfn4+GX9MJhO6uroy/qOhoSEJhlZWVsLHxwdaWlqEplMkEqktBkr7cba2tqAoCq9fv8a7d+/g6ekpQ1NmbGwMb29vheuGgIAAch5NTdhWqwoyMzPx9OlTALX2tUOHDmAwGODz+bCyslK4brGxsSF9rrq6GklJSUhNTZWbe7Oyssg8qKOjAxcXF1haWoKiKBQVFSEnJwcZGRlqPRstLS3k5ubCyMgIXC4XgYGByMnJgbe3N3r06EGef0FBATIyMlTyL1ksFrETTCYTrq6uyM7OxoMHD1RuZ2vCxcUFZmZm6N69OwkYSj+b+kD3+1evXkEikcDc3Bz29vbg8Xjgcrnw8vJCTU0NtLS00LNnTwgEAnh7eyMjI0MuMJmVlYWEhAS4ubmRY7q6ujA1NYWlpSVYLFaTucqloaurS9ZolpaWcHBwUFsAuj68evVKo9drTeTl5ZHxTyM/P5/ECWifTktLCzo6OjI0PtHR0Qo1ZZQFg1Jy5LfFBWldcDgcMBgMmYXb7NmzSRp5S0FXVxeLFy9GWFgYZs+erfZ1mEwmFixY8MFmdteFWCyGtrY2li5dioiICIwfP761m6Q25s2bRzh/aPzxxx9k17tz586IiorCn3/+qbCMSBXQXKYAsHv3bsyaNUvm89DQUDIhPn36FBcuXABQu0D69NNPZbLFCgoKsG/fPvj7+2PQoEEy12mJxemMGTPAYrHg6+uLadOmYfv27cSRB4CtW7fi22+/JUETTWLq1Kk4ceIEQkNDP+is+tmzZ5Ng8q+//ipXFtQY+vbti/DwcDCZTJSXl6Nnz54K+fXHjx+P48ePA6jd8Q0ICCB8qPXB1dUVsbGx9QblxGIx9u3b16QNmrpYt26dxq71T8KGDRsUHu/evTtGjBiBMWPGID09Hffv34e+vj6YTCaEQiESEhLQp08fstFLO4bSjhjN26pKUPfAgQMYMGAAAgICyCL25MmTxKGQzkJhMBjQ0tKCWCwmgeuuXbsiOjoaHA4HVVVVGDBggMollGw2G0wmUy0RsbCwMAwZMqTBc4RCIQYOHKi2c1wXFhYWePToEW7fvo1PPvkEp0+fxuTJk+XOKyoqwp49e1pUHI3FYsHDwwMTJkxATU0N0tPTERgYqDFhoaCgINy5cwe3bt3SmGNIURROnjyJ1NRUsFgsLF26lGS9SCQS1NTUYPv27XJzzg8//EAEaWiIxWJUV1dj//79pBIkPDwcsbGxhGqj7vhgMpngcDg4evQoJk6ciJqaGhw6dAiLFy9GaGgoRo0aJdfvX758id69eze6wdGzZ09ERETg9u3bMnzhrYHmWmuwWCx069YNY8aMwbhx48haqL5z2Wy2zFqDxWKBx+Ph7t27ZGPh5s2bpH9posxeUdl4faD1YhRhwIAB6NWrF4DazPCRI0c2KwUAi8WCtrY2rl27BmdnZ+zdu7fZMqPbbbrqEAgEePHiBS5evNjaTZEBi8VC165dMW7cuEa1j/7v//4Pq1atAgB4enri3r172L59O9avXw/gf3Z//fr1CoV46fFy7do1UjrfFHTq1AkPHjyAoaEhmEwmhg8fjqKiIty8eRP6+vokUYy2DYrAZrPJeVevXsWIESPabDCa1vQBgNGjR+P06dMkeF7fWKcpWADg9evX6NmzJ0pKShpMXPHx8cHt27dJBeWBAweQm5ur9vxFU6FMmjSJ0LKJxWIIhUJwOBzSvj/++ANff/21Sv4l3eeA2thOVFQUtLS0FIrVNjfUsZsuLi6YMWMGeY/Sv1362dQHiUSCUaNG4datW6ipqcHy5cuxadMm8kyk+730MemMYRpsNhsmJiZ48OABEhMTMWbMGOzevRtz584Fi8XCy5cvcfbsWZV+X0Po3bs3qRSh+4j087t58yaGDBnSZsdjS4NeE0mDTjCT9umk5wkaQqFQbvweO3bsn0nT0S5I1rZBd/S2trExcuRIeHh4YM+ePTK7crQIkyIBBR8fH7mSYHozZM6cOfD394eenp5aWe11IT3Znzt3DgUFBVi8eDH09fVBURQ8PT3B5XKxZ88evHnzhiwa3r9/j8jISJk20AJP7969w927d+Ht7Q1DQ8Mmt7ExWFpaws3NDSYmJuQZx8XF4ZdffpE5Lyoqql7V33ZoBunp6fjll1/AZDIhEAjkSs10dHSwaNEi9OjRA9ra2mQxpolxy2Aw4OPjg+zsbDx9+rRJi4DOnTu3uPDFx4S+ffvi2bNnZPFnZGSERYsWoWPHjiRYJhaLZbhxtbS05DLbFdnduo6ZlpYWFi1aJCd2sWfPHmhpacHDwwMVFRV48uSJzPU4HA4sLCywatUqREVFEUeboii5eSIvLw+bNm0Ch8OBWCxWa8OjPgdKV1cXixYtUmgLcnNzkZycjPz8/AYrdxwcHODg4ICFCxfCy8sLBw4cgEQiAZvNRnBwMAQCAf7++2+VxkRlZSV+//13pKWlAQBCQkLw+vVr+Pr6ymSPVVVVtXhJPc0hDtS+/6aI/FhbW+OTTz7BvXv3mlTm3RBycnKQlJSE/Px8ImIl3ReLioqwd+9e3L59W67vKXq2dPDO398f2dnZSEhIILz6dc+n1xrv3r3DmTNncOrUKbJhSpcTh4aGIjMzE4sWLQKXyyV2XdnnWl5ejoiIiA+eC70hiMVixMXFIS4uTobvlMbs2bOhr6+PvXv3QigUkvdgaWlJyvszMzPx6tUrksH57t07jY4dVQMu9a0hs7KyyHxTVVWF77//XmbuSE1NJZvJmgC9uSKRSKCnp4c+ffrg7du3ePv2rcbu0Q71ER0dLcOB3FaqGqTnO+m1w5MnT+QC5w8ePACDwcDcuXPh7+8PXV1d9O/fHz/88IPMefWJ3jEYDGhra6Nz58748ccfZcZDUlISTp06pVLbi4uLsW3bNmhra0MikSA1NZWI0kqPSyaT2SBFVHV1Nfbu3Yvo6Og2HfiSFm+Utn0MBoP8XoqiEBISgpcvX8p9v7i4GOXl5Y2KOzIYDGLD6GBXUzbS6LXq8+fPSSKDlZWVTAYu8L85DADMzMzw6aefIiYmRk5PoO616e/QFKEfAuikL2kqBXp8vHjxAqGhoQq/5+npCVNTU/I3RVGwtrYmY87FxUWmryvq99LrE2mIRCKUlZVhx44dJLEpPDycVD7k5+eTdY+2tjZ8fX0braTl8Xjw8fFRmPHs5OTUYAymQ4cO+OGHHxAeHo6YmJgG7/Mxgp5rtbW1sW/fPpm52tbWFvPnz8edO3cQFRUl49OJRCIwmUwZn+7ixYtKU98owkcVjFYE+uHSHbUhIR510ND3aaVvkUjUbBkLjYkLtRYaaoMiw8PhcEBRVIsqFNOqruPGjcOUKVNw7tw5GU4sY2NjrFixAjY2Ng1eh95tFIlEYDAYmD9/PuGvUnQ/Rc6osjh37hyioqIwY8YM6Ovrg8FgwNXVFTo6Onj06BHhggJqMyUUqUUDtQHJzMxMODk5QU9PTyOlK3XfufQupK2tLfr3709oQiiKQkxMTIsaADoQUN9iQtMChpq+rqKdXXXw9u3berNigdpg9DfffCNHQ6MM6LFAL944HI5M32IymfDz80NmZibi4+MhkUhU/j30c/Dw8ICnp6fKbWxHLQYMGICsrCzcuXMHQG2wtHv37jA2NiYZTNJzm7obaywWC/r6+vjyyy/h7OxM5r6SkhKEhIQQh7O4uBjp6enEXkskEkgkEujr62P16tXYv38/ESakIT2X5ufn49///rf6D0QK9MYiDRMTE6xatYqUp0vPI3Fxcbh8+TIJZNWHXr16wd7eHgsWLICXlxdOnDgBoVAILpeLf/3rXygpKcHhw4cbdHbqtksoFGLHjh3Enp48eRLh4eH47LPPFPK2NwXqzGO0TW8oc0wZ2NjYYN26dfjpp5+aJRjNZDKRl5dHxgINiURC5rKsrCz8+9//lslApm26dJaIRCKRyR4JDAzE69evERcXp3AdyGazyVojIiKCBKPr4tixY3jw4AGmT58u8x4UPVdFa43y8nLcvXtXJVuvCdulyjWUtZ0NXTM+Ph5hYWFyaywGg4GZM2fCxsYGhw4dIsEWNpsNBwcH/PDDD4iOjsadO3eQnJwsJ97VHDa9Kdd5/fo1qWhydHTE999/T67FYrFw5coVnDlzRmHGUlOhp6eHfv36gclkIiMjQ+ZZtwX/45+IunOXqmJgLU3pGBsbK5MBTweduFwugoOD0adPHwBAv379SHZj3fvVJ4hIB5mYTCaZ786fP49z586p5I8XFxfj119/JfMom81G165dVX5ONTU12LFjh8INsraKhmz2sWPHcO7cOY3co67P35R+mJiYSDipvby84OzsDBaLRa5Hx2SAWp/0+++/x59//ol79+5BKBQ2uPaiOdhbam5r6nhks9no0aOHTAIIjefPn8uMPWm/ctq0aXB1dZU539HRkegcdOzYUak4Df2s6z7X6upqbN++nfx97tw5hX1JT08PHh4e4HA4Dfoe9MaoOvSPHTt2xIYNG1BeXo74+PgWrRxsC2AymQgODoahoSFOnDiByspKiMVicDgcdOjQgfQRRXEa2qejmSfy8/Px/PlzCIVCMJlMUmWqLD76YPTVq1cRFxeHiRMnKuysTZ1YGvr+0KFDERUVhVWrVuH27dtNuo8q928LC8H62lBdXY1Tp07JiNMZGxvj2LFjePz4cZMpLVSBv78/fv/9dzg6OkJfXx8hISEykxGbzYaZmVmj18nMzMTs2bNJdlp9cHNzw/79+7F//37s3bu3ye0Hag3WDz/8gMuXL9crlFQfJBIJLly4AGtra4wfP77JPM113/mAAQPQsWNHACCBkVWrVuHGjRtE5KklkZaWhv3799crOqFpAUNNX7dz587o3bu3zK51W0N6ejqGDBkCJpMJFouFXbt2yfCo1oU6z8bJyQmDBw9WuMhqh/rIzc3FiBEjyDyQkpKC6upqDBkyBHPmzMHy5cvVuu5XX32FWbNmwc7ODpmZmbhy5QoJUo4ePVpmwaKjo4OZM2ciKSkJt2/fxs2bN1FdXY2JEydi7NixhCeXxvHjx+VKAZsKAwMDHD16VIYXlcPhkHFHURRu3bpF5ntl+Z8TEhLId3g8Hm7fvk02VpydnRul7tDX18fRo0dhbW0t99mVK1fkssc0DXXG6uvXr7F//35cv34dSUlJGuUD1BR0dXUxceJE6OrqyjlFp0+fJtmnAoFAToOEtunSgnQJCQlYvHgxvvjiC0LTlp2dXa/t+e677zB+/Hil1hpZWVkYNmyYjK1W1C5XV1fs378fBw8ebJKYqKY2UZW9rrK2s6F2ubi4YMGCBbh69aoMvzMtXKWlpUWeF5PJxK5du9CzZ88GndnmsulNuY70d3NycnDgwAEAtUG9iRMnomfPnoiMjMRPP/2EsLCwJrdVEby9veHk5ISwsDCSCNEW/I92NA5N9+mmfN/e3h5HjhwBj8cjCTaNQSwW49y5cw3SPvXp04fQNvTt2xdRUVH48ccfER4erlK7wsLCsHXrVvz+++/o3bt3k6p8PhTcu3evXjFnTfHTP3nyBI8fP5YRNNfU/JGcnIz9+/dj+PDhhNN6ypQpCAwMBFC76cHlcjF79mz06dMHCxcuVChkS+Pzzz/H3Llz4ejoqFGawfrQUrEdHo+HSZMmQUdHBwDqFW2m8ezZMxmdlfrQu3dvjBo1CnPnzm00NqIIfD4fR48exdixYwlNjyJI0+Coi+XLl2P8+PGYPXt2gwklHys6deqE27dv46+//sLevXuxb98++Pn5gc1m47PPPlNIqctisWQohNesWYMpU6Zg1qxZ8PDwwJYtW0j8Rxl89MHo4uJiiEQiZGVlwdjYWGMKmsrA1NQUJiYmCAgIIA5rfn6+WgPzYwFFUcjPz0dVVRVsbW1hYmICS0tLMJnMFikjdnBwIM58QEAAfH19SRaeubm5XBukCfhNTEwUZpvRJUw2Njaws7ODgYGB3DkeHh7w9fWFr6+v0guh+iAUChEXF0fKbWNiYho0og2BzlLOzMwkDq6FhUWDjllJSQkJJnO5XJiamsoYSR0dHZiYmMDGxoZklRcUFCA6OhoxMTEyGxEtATqbwc7ODtnZ2R+ss8Tj8RrN0lcGBgYG6Ny5MxgMBhHT0tHRISVthoaGMu8/JSUFaWlp6NatGyoqKsjx6upqPHv2TGbMVFdXk1IdJpOJR48eKaRdKSgoQGZmJvT09BSOl4bA5XJhbW2N1NRUFBUVoUePHip9vx3/g6mpKQIDA5GcnIzKykoZzjDaiQOgVuWEvr4+3N3d4e/vDy8vL+Tn5yMrK4sIFAGQC8CxWCxYWVmhoqICtra2qKqqQk5ODrKysqCtrQ0rKyuYmZmR0sD6Kj+aCrFYDAMDA7i4uJBxkp+fT/p6VlaWyg7J+/fv8f79ewC1v9vS0hJGRkYq9X9pruC6x4FaG2Vubq5xkRZ1IRAIkJ2djdzcXJSVlcHHxweFhYVqr4Hs7OyIM9mlSxe153I+n0+CGLq6ukhPT5dxiGkUFBQ0yJNPb6qkp6eTwGdCQgJiY2Px6NEjuLm5ERote3t72NnZQSQS4fnz52RepCt2gP+Nx5SUFIVBlpqaGjmBmfraRVegMRgMeHh4yJTrfszg8XjQ0dGBl5cXWevl5eXh7du3SElJAZfLhY+PD/Lz85GZmQmxWIyqqipkZWVpTAizpVFTU0PmIw6Hg8zMTBgYGMDKygoeHh7IysrCs2fPNJ75pa+vDx6PB1tbWzAYjEY1JdrRDhoWFhZkLre3t4evry8R5KwLiqJQUFAg03/FYjGys7PrTS4BajcBDQ0NYWFhAWNjY/j5+SEgIEBubk1OTpa7jpubG7p27QpfX1/k5OSgR48e8Pf3h6urK3JychRm0RoYGCi05ywWC15eXmAymR+M4FlZWZnKmhuqory8nFA0aBpVVVVkXpdeD9FJBjRlqJWVFUxNTevtezTs7Ozg4+PTLG3VNIyMjGBsbFxvkJaes4Ha9Y+NjQ0JRjeGyspKpZLJ7OzsYGVlBVtbW1RUVMhUbSsDiUSCvLw8ZGVlIT09HW5ubgoTkKqqqvD48WOIxWIwGAx06dIFTCYTL168kKmAoDOtFa0ZHRwcSKxOV1dXRpjvnwCa6sTf3x/Pnz+Hn58f8f/s7OyU0q1zcnKCsbExAgMD0aVLF/j6+qq0Pv+oBAwbApPJRGBgIIYNG9bs96IFDGkRL5FIRAzXvn37sGTJEqWu87EJGEqDLrEaN24crKys0KNHD+Tk5DR7QHrLli0kw48WXmAwGKiqqsJff/3VYObWpEmT0KVLF7njdelFaNVd+n7ff/89bt26hZ49e4LFYpFy46ZA2sg0RD2hLOj2slgsLFiwQGH2HY3Lly+TLD4XFxe5suEuXbpg4sSJMqU/hw4dwqeffqqRtqoKMzMzxMTEoLy8XKPiCC0NX19fjB49WuaYOgKG/fr1w9WrV4mAYUBAANzc3HDu3DnyvqS53WfPno27d+/i4cOHMhzNb9++RUBAQIMZ+dIlcnUhkUgwaNCgerMv6oO7uzumTJmCOXPm4OTJk+1aAU0AHQibPHkynj59ipiYGIULPjrTHagNtgUGBsplY9ZF3759cfXqVXA4HIhEIuzduxdFRUVKjX/aPtBziLQzMWPGDFIa9t///lftjO2GwGazMW7cOCLg8/79e/z1118kmKyJsncmk4n+/fuTcuSIiAgMGDCgwWvX51zQlCaTJ0+Gu7u7Ruh8NAmabmXRokU4fvw4PvvsM5W+7+vri/v374PFYpHnQ9vv69evqyxg+Pz5c5w5c4b8LU0LoyrqvhM6EMxkMqGvr4+HDx/C1dWVrG1KS0sREBBAuHaZTCYsLS0RGxsLKysriMVizJgxo15OR1XaRXOSR0ZGwszMrFEamJZCS1A5TJkyBS4uLgCAXbt2YdmyZQBqg0wPHz7Enj17sHr1arBYLFhbW2PBggWEK/9DB4PBIM935MiRsLW1hb+/f5OzvlgsFm7fvk3mLKD2XdIJDYcOHdLI3NguYKg6GqJea2107doVEydOlDkmvQkn7YspglgsxsGDB2U2sulrNAQGgwEej4eFCxcSbRxFNJFTp06Vq4q5ePEiqUKhbQOLxUJhYSH27duncFNY2p5Lg7YJ165dw+jRoz+KOaYpoO15ZGRks2lA0JCeC6VhZmaG4OBgQiXRt29fPHz4sN7r/Oc//8GKFSsAAG/evGnTAoYjRowgiXaKzn/+/LkMFVhT14uK2kU/d5FIhLS0NLWfFz03nD17Vs7/BYBXr16hR48eqKysBJvNxo0bN6Cnp4egoCCZRKgePXrg1q1bMloqdX+DWCzG5cuXMW7cOLXa+qGhrj2n50Z1td3oWJg0x7yy+Ogzo2lIJBK8e/cON27cgK+vb4uWeNcVOmjH/yaYpKQkpKWlgc/nywSiDQ0NsWzZMvB4PFAUhUOHDqm8WzVkyBAMHDhQ5lj//v3JZJSSkoL9+/fDzc0NVlZW4PP5DS5uEhISyGLIxsaGBKZpfsaGoIlSEmlomlub/t0URSE6Ohq2trbEmNEoLi7GkydPkJ6eLnO+ItQ1btLcYCYmJvjiiy/A5XJBURT27dunsbKvupg8eTKhtmgNahBNgMvlIjAwsEmbUsOGDUP//v0B1O4C01zOXC4XQUFB0NHRQUREhMx3LCws0LVrV0ydOhU9evSAkZGRTD9vrM8DioW9pJGcnIzq6moEBATIiMOJRCJER0fLcLjzeDwsW7YMfD4fa9euxZMnT1qUY/5jBD1O586di2HDhkFfX1+p91ofnJ2d4eTkBKC2n927d49kFr9//14lBXPpOUR6Xo6Li0N+fj4CAgLUbmdjEIlESEhIwNq1a4mgS1VVlUa5V2lBJKFQiICAADg5OWHTpk24ePFivRnfjfV36U2DtgS6XTSP4aZNm5Sy6UwmE4sXL0ZAQAAR0qz7+1xcXOQqll69eoWsrCyZY8+fPydZWAUFBTLvsinvtb53Qts8iqJkuEv19fWxatUqPHz4EH///TckEgnKysqwadMmBAUFYcaMGZg9ezZcXFywY8eORmlgLCws8K9//QsPHjzAlStX5NolFovxxx9/wNraukU5LxtCS7SBxWKRuSwoKAg///wzgNrscx6Phw4dOmDQoEEAQGzPxxIkogPEQO1YKCgowPLly/HkyRMcPXpU7etKJBLs3r0bly5dIsdYLBaWLFkCY2NjDBw4ECkpKUqVcbejedCWOLu1tLQQGBiosCpDek5UhPfv3+PRo0eEF7q0tFTleZre1JZGSEgIqd7z9vbGtGnTFD4vFouFmpoaPHr0SGaO5/P59fJOp6amKqwEZLFYxIZ9yPDy8sL06dNx9OhRtSpc69rz5gY9Byqa1ysqKnDnzh106NABzs7OWLJkCQlCXr9+Hbdu3QJQy5e8aNEi9O3bt9nb2xiUHdd0fEUaiYmJJH5RWFio0edfn64DvfYxNTXF4MGD8erVK7Ih2rlzZ8ybNw8hISENZuDTAc6DBw8qXBcXFRWRMUnf08rKCuvWrUNqaiqJLdja2uL27dsyc46JiQm6d+9OAue0zsc/FYrW10DtGjImJoYk49QHDodDKvuk1xmbN29u9N7/mGA0UEu5UFZWhi5dusDMzEztLNymGHs2mw0dHR2iSt3QeVwuF1paWmCxWBrJGKbb3ZqLlbptSElJQWVlJSQSCfmtQK2D9eWXX8LU1BQURSEyMhLJyckyyq31PUMGo1apd+DAgVi9erXMebRQokAgQFJSErZs2YKRI0fCz8+v0WeTlJREnOdu3bqRrBsaigIBHA4HOjo6MhMgfUwgEIDBqFW3FQqFbSKwRlEUnj59ioKCAnTr1o1Mzmw2GxUVFXLGgBZrop9ZfSq60jAwMMDixYthaGgIiUSCa9euNVsweuTIkZg/fz7h1RQKhTKZ660F6X7W2LjU1tZGYGAgOByOXGCisaxgJpMJbW1tDB48mOzq0xkpdJa6r68vSktLERUVJdMGNzc3uLu7Y8SIEQD+t6lGi9pVVVU12Xl/9+4dsrOz4eXlBQMDA7KQr66uRmxsrEzppImJCbp164bHjx9jx44dAKB0aVk76geDwcCkSZMgkUggEAgaDX7VzYiWzmjq2LGjTKb7/fv3Zc5V1vY0NCYSExORm5sLX19fpe2pOkhJScGWLVswYcIEdOvWTaO2k75Oeno6srOz4eHhAQcHB6xevRrFxcV4/PgxBAJBg+OLtpfSlVetYddVXVd4eXmhW7duiIyMbDAYzWazwePxMH/+fLLxIBQKyZxHz222trawtLQEl8sl83pFRQXy8vJkrpeamqoUxUVzg8vlYsmSJXBwcEBISAiqq6vB5/Oxc+dO5OXlYdy4cRg9ejT8/Pywd+/eBsejtrY27OzssGLFCuzatQt3795VeN6hQ4dgZ2eHTz75RGnRMkU2qinQlGCasraTfq5ArePbuXNnAP9LHrC1tVWYxaguVLHpLYmUlBRkZWUhODgYtra2TQpGUxQl930Oh4MRI0bAz88PvXr1Qk1NjdxGEA3pNW5bfV4fMlr6OTZ2Hy0tLblEg4YgnbVcVlaGBw8eqOUXNdSuCxcu4OjRo+ByuZg+fTqmTZsGbW1tmbUk/QwrKirw4MGDRultpO25NE89DQ6HAxcXF4WB6g8Jrq6uWLZsGR4+fKhyMFqRPVcF6vTths6vqqrCgwcPQFEUnJycMGPGDBLEFQqFpNrK2dkZq1atUjqZrLnHnio2WyAQECHBlJQUsv5paXtuZGSE3r174/379yQhwM3NDatXr0ZaWhoRnaRRU1MjF/NqrFKMjplRFAUTExN89dVXuHfvnkzmfd0KOkdHR3h6etYbhP2YQT+vxmIhYrEY1dXVePLkSaOUdTweD56enkhMTMSWLVvIZ+3B6DqYMWMGVq9eDSMjI5SXlyM0NFStIG9TBvH48eMREBCAzz77DFFRUfWeN3/+fHz11VcwMjJCSUkJzp4922Rnm253ay72FLVBR0cHs2fPhrOzMwYPHgyg1njTZVU07OzscPr0aejq6oKiKAQHBytU+XR3d8fRo0dha2uLmpoazJo1izi9K1aswNSpUzF16lQ8f/5czolX9tkkJyfLCQN17dpVzrmhMw47dOhAji1evBijRo3CzJkzwePxcPDgQWzduhWHDh1S6t4tgby8POzduxe9evWCv78/Jk+ejGfPnuHgwYMyAZL09HTyHIyNjREaGgp7e/sGn2NWVhYGDhxISmKbO4umpKQEkydPRnp6OsrLyzF06FC5jYSWhvTzUbbvhYaGytG7NMbD5enpib///luGazonJwdhYWFkF1maJ1O6DWlpaeTd8ng8TJ06lWQgrlixAlevXpXhkFYXLBYLkydPRkVFBYKDg0kmTH38nQMGDMCjR4+afN92yCI3NxeTJ09ulDdVIBAQp4rJZGLChAmEvqUx3j1VnAhlzp8xYwb69u2LBQsWNCu/oaZtZ0PXWb58OSZNmoSpU6c2ODdu2LABgwYNwqlTp0jQTVX+dU2gudYV8+bNw/Lly2Vs565du7B7924AQPfu3XHw4EFs374dp06dwqlTp8i5vXv3hq+vr8z14uPj20QwmkafPn3w6NEjfPvtt0Rg7tq1awgICMBvv/0GDw+PBr/PYDDwxx9/oG/fvuByuZg7dy6GDh0qd55QKMTMmTMVVgY19M4U2aimQFEZb1OvU1/foygK33zzjUJe9w4dOuDkyZNq3bup7WoNMBgMCAQCHDt2DAkJCRq/vkgkwrx58xAYGIi///4b/v7+CvtuTU0NQkJCCBVeW31eHzJa+jlq+j7Pnz8nfrFIJFI7QaexdpmamiIkJITQfW3ZsgXfffedzDnPnj3DqVOnlKKBa+x+fD4fkydPRm5u7gddfUHbJ1qvSBUosueqQN2+3dj58fHxJBnK3NwcEydOxOLFizFhwgQAtb6PKoHK5h57ytrsiooKTJkyBZ06dcLvv/+u9DXUbYcy1wwKCiK8256engCAH3/8EV988YXMeStXrpSp8lIGs2bNwooVK/D06VOiodVYNXR2djb27t2L3r17o1u3bird70PHzJkzsWrVKlLJWh8ePXqEJ0+eNMjNDzR9naFSMNrS0hLu7u54/vy5ymTkrQkdHR34+fkhMDCQLJJ4PB6cnJzw5s0bpKWlwdraukUUck1MTGBsbNzoTrG5uXmjzsjHAiaTCTMzM5iYmMgEMzIyMqCvrw9TU1MAtTs0BQUFhE6jvkWCjo4OunTpQlTTX79+jRcvXgCoDd7R5dFNCYLSmbbSu4HZ2dkKhZl4PJ5MlpaxsTE8PT3Rp08fcLlceHh4yAl5tTZEIhEKCgqgra0NJycnWFpa4v379+jfvz8pm4mNjYVAICC7ZRRFwdjYWGYTobq6GjExMTKiHUKhUCkRDz09Pfj4+CA9PZ3wa6qKV69ewcjICM+ePSNzlqrZCersIjfHd4qLi0k/Vhb0WOBwOJBIJMjJyUF6erqMMGd9qKmpIe9WR0cH7969g0gkQmFhIZ48eYKUlBSV2lIfKIpCamoqysvLkZ+fD4qiwGKx4OfnJ5OtYmBgAG1tbRgaGsLQ0BAvXrxQ6ne0QzGk5ypaWPfZs2eNlmLRMDQ0hKmpKREVbEkIhUK8e/cOpqam8PDwUCgs21TweDxYWFgondWlLiiKQlZWFiQSCaysrGBlZQUDAwP07dtXxukTiUSIiYmBvr4+PD094eDgAD09PZiZmTXK390WUF1djcjISDg4OBCx1IbA5/NRUFAgQ0+Un59P5kAGg4Hbt28TUdyIiAiUlZXBy8sL2dnZpCTVzMyMiAi2NMRiMaKjo2VEmthsNvz8/GBgYAAPDw/07NkTRUVFRNfgxYsXePDgAcrKyupd49ja2sLNzQ3e3t4koMLn81FYWIju3bvL2OCamhr06dMH+fn5KlUl1P23os9VuZayqC/jqqF2Sf9NiyVJlwRLo6KiAnfv3lXZh2mpdYA6aOw+FEWhuLgY2tra6N+/PxITEzVmOymKwps3b6CtrY3bt2/D1dUVjo6OcufV1NTAwcFBZgObFqFrCfHydjSO5uqvubm5ePnypcwxa2truLm5IS8vj9CxZWVlKcy+a0q7xGIxMjIyIBAIyKY5m82Gm5sbrK2tSeJD3fsWFBQ0GoBRBVVVVQ3aaXd3dxgbGyM2NlbjQqOaQllZWYO6Sg1BkT1vCTRkwyiKQlVVFfh8PhiMWjq5t2/fgslkQk9Pr964EJfLhZOTE4qKijSSkFNfm5vS72l6DA6Hg7dv36KioqLV7bm+vj709PTAYDCgpaWFt2/fwszMTI7Gp24iojLgcDjg8XioqKhQSkiXoigIhUIUFBQgKysLhoaGMklbHzvo8diYsHVlZaXSayV6naGOELRKwejBgwfj0KFDmDRpEs6fP6/yzVoLdnZ2uHDhAhEUBGrLBmbOnImff/4Zhw8fxoIFC/4xauNtFWlpaXJBx+7duxPS+uzsbBlieU2XZasD6Yn51atXSvFa9+vXD3379iUZXm05G8TX15eUL/n4+OD69esAahclvr6+jQaJCwsLMWnSJLVU1jt16oTw8HBs2bIFGzduVKf5+M9//gOgaVyQ6ryflvqOKhCLxQgLC1PLCa2qqsKpU6eQkJCAc+fOaXTsVVdX49NPPwXwv/fE4/Fw6NAhEmgB5IVINm3ahBMnTrQ7smqCFhShKAqnTp3Cy5cvVRon3bp1w4ABA1pl/qqoqMCJEycQGBhIqmk0DXt7+3r5JDUJsViMCxcuwNHREXPnzgWDwYCOjo5cFUpJSQl8fX3RvXt3hIaG4vz58zIiNG0d+fn5mDhxImbMmIE9e/Y0ev6JEycQGhqKiIgIBAYGyn3+/PlzDBs2jMxFn3zyCYYMGYLw8HBs376d2NexY8fKiBW2JAQCARYsWCDThwwNDfH48WOSIbZq1SrMnz8fPj4+JJOXtnf1jcdx48Zhx44dMiWWJ06cwA8//IA7d+6gZ8+e5DiHw8GuXbuQkZGBQ4cONTrGG8uIVmU8aMIOKsqIaygr6/Xr1zh//ny9vzM9PR2jR49Gjx49FGaSK9uu5vqOOlD2Pn369MH27dsxe/ZsnDhxQqNtePnyJYYPH45NmzZh9erVcp9zOBxMmDBB5r1UVVVhz549ajmv7dA8mqu/3rhxA/PmzZM59umnn2LXrl24efMmyUytb8w2pV01NTUIDQ1F586dMXXqVIXnrF+/Xk7cfObMmTLrz6aAzWZjwoQJSE1NrZcmZ82aNRg8eDB8fHzkKKY+BjRmz5sLDdmwuv8vLi4m74fFYiE4OBhWVlZy37e2tsacOXMQHh6O2NjYZmtzU/q9rq4ujhw5gpSUFCJc3JbseWZmJg4fPoyxY8fC29tb5evWRWJiIo4cOaK0DyPdrkePHiEhIQELFy5scjs+FISEhOD8+fO4efOmRunK1IXKNB1MJhMLFy5E9+7dsWXLFhmBqbaMumIJ0oENZTtvc2Y5MBgMfP7554Q+QLrE1NDQEMOGDSNiDPfv31c6e+1DQ913kZGRgfDwcBQUFMDMzAyrVq0Cl8uFRCLBzp07FWZnpqenY/ny5UQAa/bs2QgODgYAGT7Tlmi/IqSkpEAgEKBnz54oLCzE9u3bm11RWF0wGAyZcUOXK+nq6mL9+vW4f/8+CSy8f/8eP/zwg0x2e2VlJcrLy1UKcjGZTCxbtgyBgYHQ1tZWOObGjh2Lvn374tdff5XJOqsL6ftaWVmhe/fusLa2VrotrQ0fHx/Y29urLCrHYrGwfPly+Pv7E6HQ1NTUJu/iW1tbY9iwYfDx8QGbzcYvv/yiERsg/Z4mTpyIoUOHwtLSkvS3Y8eOyfF9xcTEtIkNqQ8V9DOnKAre3t4Ks9kqKysRFRUFe3t7uLu7y3xmY2PTqtzrFEXh9u3buHDhgsY45z09PWFvbw+gtoKl7gZIc0J6DCi6L/2snz17hq+++gr6+votUs2lKRgbG+P//b//R8ozGwO93mnIdkiPf/r8uv+Oj4/HsmXLWo3ah6ZDolH3NzGZTBgYGODf//43KSvdv3+/HKXIokWLyLPr2rUrmRtzcnLw66+/4uHDhxAKhdi6dStxoEeMGIGRI0fK2fGm/p62vIFua2uL4cOH4/Hjx2TjtXfv3pgyZQp27tyJ5OTkRvvVx4q8vDxcu3YNQ4cOhYeHB7Zs2aJRX0IikeD8+fMKM9K5XC5WrVoFc3NzckxLSwv9+/cnmaDx8fEKqVXa8eGhW7ducHR0JDaq7lpNev2hqbHYGJ8uUEudOGDAABgYGCA2NhaHDh1CXFycXPtiYmKQlZWFoKCgJovPKxNcPHLkCO7evavyGr1u7ODatWu4ePGi+o1tJtCZqL/99htcXV3Rs2dPUr3UlkD3E7FYjKioKNja2iIwMBDnzp1DVFQUVqxYASsrKzAYDHh4eMDIyAhRUVFtKhb24sULks1aWlra4PhqTXtOURQSEhJQVFSEoKAgmeo1AwMDrF69miSR7tmzRyFPuaWlJVasWAGJRNKkd8Dn87Fx40a8efNG7Wt8aBCJRPjvf/+LqKgofPPNNzJxhtLSUjx8+FAhB35zQOUZlsFgYNSoUfD09MT27dvb1ACsDxKJBOXl5cTY6OrqyhkXLS0tcDicBvmh1B2wQqGQCPTR1+DxeDL8jkwmE1OnTkXv3r3JMYqiiHPi7+8PBoMBoVCIxMREVFdXK8Vl9aGjoKAA+fn5qKyshLm5ORYvXgwDAwOIxWKcO3cOr1+/hq6uLmpqagj9QkFBAf744w9oa2vDwMAAN27cIHxAAoEAxcXFrRrEysrKQm5uLpydnfH69Wvs3LmzydmdDAaDlL/Uh8rKSrXuQ1EU3r9/T56Zjo4OtLS0MHHiROjo6JBgtEAgwIEDBxS2i/5cEXg8nsx4ZLFYmD59Ovz8/FBZWUneq66uLnHABwwYgEWLFuHkyZMKBZ5EIpHccVNTUwQEBLRpR5oGk8kEh8NB586dleK35vF4YDAYZL5gMpmYNm0afHx8IBQK8fbtW43s4JubmxNeNS0trWaxAX379sXixYsB1M6dfD4fV65cIZm87dAsGAwGXF1dFX5WVFSEJ0+ewM7OrkWzWZTFs2fPcPPmzSaVterp6ZFAnaura6txx1EUherqanA4HIXOL4NRK3ablpaG33//HRMmTICXl1crtFQ98Hg8TJ8+HVwuF2VlZS0m2Es/r9YEi8Uim7QGBgZygWEul4spU6aAxWJBR0cHsbGxSE1NRWVlJXEkx4wZQ6rEpFFWVoZjx46hpKQEFEUhJCSEfGZqaoqRI0cC+F//EQqFTVpvtHX7aWlpCVtbW+Tl5YHP5+P9+/fo2rUrPv/8c4SHhxN6tqYGmD5ElJSU4NGjRxg7diwGDBiAHTt2aDyx5cGDB3Ibx0DtPDtz5kxoaWkB+N86snv37uSc3NxcFBcXa7Q9/xQIBAJSqs7n84l/yGKxVE5m0AScnZ0V2lLaJ2gO2qSG5iaJRILq6moMGjSI+BFv3rzB33//DeB/egs1NTVE4L6goAA9evRokbmCrjpVFQwGA8OGDSOxg8LCwmYLRtMihHw+n9hvDodD6PQkEkmD8wlFUTh9+jSsra3BZDLbtGgcRVF4/vw5SkpK4OXlhejoaBw7dgwLFy4km71OTk6wsrJCbGxsm4qFvXv3Tmka0ta252lpacjNzYWXlxeZq3R0dGBlZYWFCxfC0NAQVVVVuHz5ssJgtJGRERYsWIDnz5/j9u3bardDKBTixIkTxP5wuVxwOBy8f//+o924pigKV65cQW5uLr766itwOByyaVRcXNzkhC8dHR2lbc8/YjWWnp6OPn36kOzoI0eOyKi5slgsTJgwATY2NggJCdFooJKiKFy7dg35+fmYMWMGMcC///67TLCMwWDI8dWIRCLMnTuXlFHTTiotxnb27NmPdpDUxYgRI2BoaCjXsZ2dnXHmzBkcOnQIv/76q8xnS5Ysweeffy7DUbVt2zb89ddfCjM3WhI1NTWYMWOGxvjyLC0tERYWBmNjY4WfUxSFuXPn4uHDhypfu6qqCpMnTybZh+vXr8fYsWMxduzYRmlJLCwscOHCBdy6dQtr1qyR+5zBYODPP/9Er169ZI7Z2tri1atXmDJlCnJzc8HhcHDs2DF06dIFQK2TzeVyERISojAQdfv2bSxatEjl39pW4OrqiiFDhijFV8tkMrF//37weDxMnjxZ5nnk5+cjJCSkUSEHVXHt2jVUVFQ0uzr4/fv3ERwc3M4N3UowMjJCcHBwm8nArZvF0a1bNzg7OyM0NFStLBtdXV2cPXuWiHhER0cjNTW1ye1SBzk5Ofjrr7/Qp08fmQANDW1tbcycOROxsbG4dOlSk+7VGsjLy8PAgQPJnPFPyoAMDAzEwYMHwWAwwGKx5CjhSkpKMGbMGPj7+2P79u3YsmULFi5ciLFjxzbKW9qxY0dERUVh9+7d+OWXX+o9j3buoqKi8OTJE438rrYI2nbOmjULb968wdixYwHUritGjx5NNt5ag0O8reDmzZsQCAQtGkCprKzE+PHjyRp+06ZNcrQJgwYNahMlwx8idu/ejXHjxuG3337DkiVLSHCza9euGDhwYCu37n+wtrZGWFgYqUBqKbx9+xZ79uzB0KFD0blzZwC1fmVd4eOTJ0/i+++/b9G2NQUSiQSLFi0iAWFN8lzXxfDhw7Ft2zZ8/vnnuHr1KgBg/Pjx2LRpE4DaWMu4ceM+qsrtvLw8/PXXXxg0aBAWLVrU4pzX/wQIBAIcOXIEbm5uGD58OH7++WcIBAKYmJjg/PnzWLVqVb3rxdLSUuzfv7/JcTstLS3MmDEDb968QVhYGNatW4dBgwZh7NixDVZff8hgMpnYt28fgoKCyCaxRCLBmTNnkJ2d3eRnumnTJoUJFIrwjwhGC4VCItZEi97QHLZ0MM3AwADm5ubo1KkTXr161aBDqqurCxsbG4XOp6WlJSwsLMBms1FeXo7c3Fyy25+amkpeuCJkZGRAW1sb9vb2ePPmDRITE/HixQsYGBiQoDODwYChoSEsLS3h4uKC/Px8lJaWqvtoPggwGAzo6+uDx+PhzZs34PP5yMvLQ1FREbS0tNCxY0cEBASQDCAaAQEBcHJywv379wknXUxMDNLT0xEUFASBQNBqpbtA7USgq6sLFxcXmJmZwcDAAJGRkWoFDoVCIVJSUuol/qcoSmEGcWN49eoVwsPDkZiYSAL4dJVBenq6zCStpaWF3r17o6SkBHFxcQBqN1RSUlIanMxtbGxkuNkkEgkePnyI2NhYpKSkoEOHDujbty88PDzg7Ows810HBweZv4VCISIjI1t9s6Gp0NbWhomJCYDa8qHIyEiyKxwQEAAul4uoqCiykZGeng4ulyu3OSUSiVBSUqLxSoD379+jpqYGgwcPJm149OiRRoRtExMTSbAtNjZWYxQM7VAdLBar3g2u1kBdm8vlcklVk7rXc3BwgLW1NbKzs9Xe3NVEdgk9VgUCAUQikYwtsLCwgI6ODnR1dWFlZQUXFxeZyqoPASKRCGlpaSoFwCiKwv3791FUVAQAjW4UFBYW4vLly00SJ24OVFZWIikpifSTxMREWFpawtfXFwkJCXjx4gWSkpLAZrNx6dIl+Pj4wMnJSSZzLCYmpsF+pmjDLiUlBeHh4ejVqxcMDQ1hYmLy0QdhadtpYmICkUgkk4Wur69P7Oo/GZWVlaipqcGgQYPw9u1bxMfHN/s9KYqSKfmNioqCsbExevfuTQJpzS0W+zGjZ8+e8PDwgLGxMbp27YqCggJERkaCzWajU6dOyM7OVssHUBW0f1yffWKz2XBycgKbzUZKSkqLtAmo9Q1KSkpIFe29e/cUJlM0Z+DJ3NwcI0eOxLNnz2TEiZuKlqK7qKioQFJSkgyVSFlZGYmj5OTkQCKRwNHRER4eHjLfff36tVKaSm0N9LqsqqoKQqEQd+/elUn4oSgKlpaW0NHRaZUNdjMzM+jr6yMqKgoSiQS2tratnu2sKiiKQllZGXJzc0m8oKKiAi9evEBkZGSDPqBYLEZJSUmDsTVlwGAwYGRkRGJr+vr6YLPZGDhwIF6+fEliGh8T6MS/uhuD5eXlGhHmtLS0VJp3/x8RjJYGRVFyGZq0I2tqaorp06fj+++/x7Fjx+q9RqdOnTBr1iyFn/Xs2ZOUJqWmpsoI54SGhjbaPgsLC3z66ac4ffo0vv32WwCAn5+f3Hnm5uaYPn06rl27pla264eI9+/fIyQkBNHR0QgPDwcAYvAmT56MyZMny32nuroay5Ytk+Ff1NXVJYI+w4cPb5G21wWTycSIESPI30OHDkXXrl0REBCAV69eqXy9oqKievtkU7B//37s379fqXMNDAxw6NAhREVFYfr06Wq3SyKRYOXKlbh//z6AWiGRdevWKfXdyspKfPrppx8V71N+fj6mT5+OkpISMBgM/PTTT7C3t4e/vz8qKyshkUiwatWqFm+XhYUFTp48SYLgI0aMwLVr15p83T179iglcNaOdmgKOTk5Ddr8lkZVVRUWL16M5ORkAMDo0aPJOsDOzg4zZ85szea1GMRiMb755hulz3/69CnGjBnTjC1SD/Hx8XLtGjNmDM6fP49t27bh0KFDAIB79+7h3r17OHXqlIwIIQC1RHyPHTuG0NBQPHjwQGG2fWuhrfNO/xNgYmKCI0eO4MyZM3Lici2BHTt24OjRo4iLi2vxLNmPETQ1A4PBwHfffYfZs2fDx8cHnTp1wsyZM3HkyJEWWRfb29vXKxQojdTU1FbjNi4pKcGcOXNaPOOxe/fu+PXXX7FkyZIPco179+5d3L17V+bYtWvX5Nb9Y8aMwY4dO2SObd68mcQ0PkTExcUhOjoaf/31F0lmBGqrBx8/fkxoHpoTiuymt7c3vLy88PPPP6OmpgZz5sxp1jYo2y51kJ6ejvT0dISEhCik5GgJ2NjYYObMmSgsLMSNGzfwxx9/4Nq1a0rNae1QH/+4YLQiiMVi/PTTT0RYo27ZTl3k5eUhLCxM4Wd+fn6Ex1GdLKvMzEwsWbJETrymLuiB7+HhARMTE9y9e1fjpfhNRUs4HFlZWViyZAnYbDaYTCbWrFlDsmfPnj2Lc+fOyWRjTJ06FaNGjYK1tXWrZs82VdW2qRg+fLhc8D4sLIz0a2dnZ6xevRqhoaGkHEsRunXrhmXLlgGozVJUNYuSoij89ttvuHPnDn744QdCByA9dpKSkuodb3Xb0pxZnC3Rn7W1tdG/f38ZkUVTU1Ps2LED1dXVRDSjsV1LiqIQEREBa2vrZudHZzAY/xi6oHZ8XBCJRLh58yYRSWkLePHiBdLT0+stdW3NIJ66c6Cfnx+hE2pL3IqfffaZ3Gb/9u3bkZubi3Xr1pGNtl9//VXjWV1Pnz5FcHAwoqKiFH5ubGyM//73v7h586acFoMqEAqF2LBhAwICArB69Wp06dIFRkZGiIiIaLVyak334djYWGRlZQGoDehfuHABX3zxBcnOvH37Nj799FNYWFjIZIa31aB4S7arV69e2Lt3L37//fdG/Q5N4/3791ixYoVcRvS+fftatB0fA6T7C4PBgJmZGXbs2IEOHToAqE2UMjMzw8aNG2FnZ6e0kKyy4HA46NevH1m7MhgMlJWVYf369W2CFignJwePHj3C06dPoaOjg7Kyska/U1lZiUuXLpEKlaCgIJiZmal8bxaLRZ5NfeP6008/RZcuXbB+/XpSyfuhwdzcHOvWrYOPj4/c7xw5ciTMzMywefNmpdcA+fn5hH+ew+Ggf//+4PF4Gm+3Kqjr69B/5+bm4vz58+jevbtcxa6mIP1M6aoSW1tbaGtr49///jfy8vJkAuUtBU3bKnX9SU3YTenvV1dX4/r16xrRW2oNmJqaYt26dWTMbNu2DS9evGjwOwwGA/369UNWVhYiIyNVehc1NTW4c+eOWhUCSgejTUxMZBw2JpMJExMT1NTUtLkgqKqQSCS4cOGC0udXVFSQlH2aNoMuBWzqsygrK8OpU6fAYDBgYmKC8vJyiEQiQkkBAIaGhkRQwc7ODhYWFoiPj4dQKGySkBMNRQNanUHeXItpNpsNHR0dVFdXo7S0lAhQsNlsBAcHw9HREWVlZYiKiiKf0fD398fcuXObpV1NAZ/PR3FxsUb4oxsCi8WCoaEhevTogeDgYAC1AZmysjIkJycjLCwMhoaGcHFxwSeffILk5GS5YHRlZSVpq729PRYsWAAGgwGJRIKysjKVHdyoqCiUlpZi7dq1JBjN5XJJ6WZhYSHi4uIa7ZNmZmbQ0dGRC77SY7SpJaDK9md1DaKWlhb09PRgZ2cHHR0dUprOZDIxc+ZMmbk2IyOjQSMhkUjkyumaCwKBABUVFRqZe9rx8UFT9qQhGBgYkPL7qqoqpZ0diUSCly9fwtTUtFnapc41s7KyUFNTAwaDQebApgootZZNF4lEqKmpgYODA4yMjNqcYJG/vz8mTJhA1nAUReHMmTOoqKjAyJEjCT3KhQsXFDp5YrFYqaCGImRkZNQbZK6oqIBAIMDw4cNRXFzcpGC0RCLB+fPnkZ2djeDgYJiYmMDc3BwJCQmoqalptXlbk/NCWlqanJM1cOBAuLu7g6IovHr1Cq9evcLcuXPRsWNHck5z23RVriv975YMkNvb22PcuHEywpctherqapw6dUrueHswWj1UV1eT9Te9bqR9006dOkEsFuP58+cQiUTo2LEjtLW1VZ6TFY0FDocDPT09dO3aVYaeg8/n4/jx48jLy2viL1MP0m0tLS1FXFycSuX21dXVSEhIAFA7Jjt37gw9PT1oa2urNEZZLBbc3d1hYGCA4uJiGXoQDocDfX19DBkyBH379sUvv/zSIsFoHo8HLpeL0tJSjSWsGBgYYPbs2QrpIr28vNClSxfs27dPJkGMFm6WbgPts9HUPhRFgcvlgs1mQ0tLq035GhRFobS0FJmZmYiLi4Ojo6NawWhlbQx9nq6uLry9vcn4njRpEt68edNqQu+atOfa2trgcrkQCARKnUdD0/ZcJBIhNjb2g6SXAWrH+MiRI2FkZASJRIIjR47IfE7To5SWlsLQ0BAMBgMMBgOWlpaoqalBVVWVQgHc+p6fWCxGVlYWKioqYGJiohJ1itIeztOnT2V2pKytrXH37l0cPnwYa9euVfqGHxsMDQ0RHh5OBGmaykdnYmKCTz/9FAEBAQgICMDEiRPx4sULIrjI5XIRFhYGd3d38h0Oh4Np06YhLS0NZ8+ebdL9gdbP2m0Mnp6ecHZ2RkhIiMLs5sTEREyYMEEj/LUtha1btyIhIaHZF20dO3bEhQsXYGlpSY69evUK48ePR0FBAbS0tHD8+HH4+PjUu0jdtGkTyR7r2rUrOV5SUoLhw4cTfnZlwGAwsHv3bvTv358EXhgMBsaPHw9vb28AqHfhV/dYZGQkIiIi5AKwxsbGuHLlCvh8Pu7cuaN029SFumNl0KBBMDY2xqhRo2QU5e3t7REeHo6wsDBS5iYSidpMhiFNKdQaO/LtaPtobnvCYrGwb98+onD+f//3f/jPf/6j1rWaw86pc00Oh4Pp06cTB42eGzXZhpaw6ampqbh8+TJ69eoFHx+fZr+fqli1ahV27dqFK1euyKzdMjIy0KdPHyxYsAAbNmzAX3/9pZBf9NmzZxg/fjyEQqHG20VTU2kq2SM+Ph5+fn747rvvsHjxYkydOhVv376VoZJrKdTnzGiyT9Lq8JrYkG2usVI3m7U1cPHiRXz11Vcf1Hq5HYpx6dIlfPnllwBqE5XCw8NhZGQkd15CQgJSUlIwdepUOTHVxqCon/bt2xfdunVrc5zfmhxTFEXh/PnzsLKywowZM9TSqXjw4AHmzJkjs74fOHAg9uzZA1NT0xZJHqHxzTffYObMmRg1alSr0hqKxWKcPn1axn/g8Xi4dOkSHB0dSXyJDsCmpaWplDzY3KioqMDo0aObvAZQJRDd1qBpez548GD4+vriyJEjDfq5o0ePhpOTk8pjUdl2CQQCHD58uFlFQZsT2dnZ6NevH/m9dX10iUSC4OBgeHt74/z58+ByuRAKhZg1axbi4uJQWVmJ3r17k/gjjfqen5GREcLDw4kdUCUeqnQwOjo6mvy7Z8+esLW1ha2tLXx8fDBx4kRERkYqFFCh0blzZ7i7u+POnTsf7IutCx8fH3Tt2hXOzs6E4gOoDRS9efNGLVEBJpNJdijev38PiUQCoVBIgq50Z5EGLfCnq6vbtB/UAOrL4ND0tZWBtrY2tLS04OzsDC0tLaSlpYGiKFAUhdu3b4PFYiE9PR2urq4kaF9YWIiIiAiZ6+jq6sLd3b1NCHSVlpaSMlNzc3P06dMHT58+1fgigc1mw87OTqav1NTUICMjAzU1NdDS0oKlpaVMsFpRW2nRzNzcXMKFXlFRgTdv3sgstJSBubk5Ke1LTk5GQkICBAKBzO66Mn1EIBCgpqYGHTt2hLOzM+Eh1NfXR8eOHRvlh6Pv0dIGX19fH3Z2drCysgKLxUJOTo6M0aiursa5c+cQFRXVotQyyj4HCwsLBAYGyhxLSUkhGSXtaEdzw8LCgoz3wMBATJgwodG1Bj3PNVX4pDGom4Hc3NQhzWnT6TXQ27dvUV5ejnv37iE3N7dNZTQBtZoGdJCBft65ubkkw4Pm6bewsFD4/fz8/GaxFXRVjCZRU1ODzMxM3L9/H1ZWVhg4cCAsLCzIGkksFiMtLU1mfalqv1D2/KbaWRaLhQ4dOhAndMiQIXB0dMTNmzfJpsGHElxVNSNO0/eqrKz84AWf2wGEhIQgIiKCvEuBQIDz58+ja9euchuBNTU1EIlEsLOzQ4cOHYgPpSyYTCY6dOhAbGd9goVcLhejRo2SqR4xMzNrdpurCDY2Npg0aZLCzx48eED8dScnJ/j6+gKo9Wlu3boFkUgEoDbTuynURgKBAJmZmTLPuqSkBI8ePUJAQECLPpf09HTExsZqLKmlV69e8Pb2BofDQWpqKqH8MTAwwMCBA1FaWoqcnBxYWVnJVHpRFIXKykqZbHCxWAwejwdTU1NStUaDz+fD3d0dMTExJMPawMAAdnZ2GvkdDYHJZMLZ2Rk8Ho/cm6KoFhMuNDc3J7Em6ecikUiQlpYmk3GuCG3Vntf9Lo/Hg0gkavR6urq6zbpOZjKZhFonKysLAQEBxM949+5dm6fvoNexDSE/P18uNpKXl4fq6moMGjQIXl5ecHNzw9u3bxUmZNCwtraGhYUFHB0d1aLSUToYPWXKFPLvM2fO/H/2rjsuiqtrP1tZlt57kWIDFASxIIpdrLFi7y2vMYl5U9SYbjSvxhiNMfYSg2LsHbEXLCgiIKL0DgrS2/bvD35zvx12gV3YBUx8/hFnp9yZuXPPueee8zwYP348gDoncMiQIU2KV02YMAHffPMNAgIC2v0LVBVLlizBokWLFD6Y2tpanDt3rllGizrXixcvkJCQoHZgT1vQZgZHc87HYDAQFBSEwsJC7Nq1C2KxGBKJhCaQQIlRAnVUEEFBQbRzWFlZYcqUKe2O77Zbt244duwYPvjgA/zxxx9t3ZxGER0dTRsbWoozZ87giy++wLx582ilTqr2ES6Xi5EjR6Jjx46YNm0a7fimgtFtUSIL1GU+U/zdyhawCgsLMXfu3FZtE6D6cxg2bBiGDRtG27Z582a1hMfe4R00hQkTJmDMmDFN+hre3t7o3bu31r/39pjJAmjXptfW1uLs2bPEB9q0aZNGz69JFBcXY/78+W3djFbDoUOHcOLECTx+/BidO3cm9lsgEGDnzp1koRlQv1+os39L+pyOjg7GjBlDJqKTJ09GXl4efHx83roKHVWfgya+0fY6Fr1Dy1HfDy8qKsLcuXOxePFi7Ny5U2F/BoOBgQMHomPHjtizZw8JuKoCNpuN4ODgJjPfTExMsGfPHqXXbm34+/s3aIcmTpxIqoqHDh1KnldycjJ8fX21yq0fFRWFyZMn49ChQxgyZIjWrlMfBw8eJMK5msDq1asxcuRIMBgMXLp0iWgJeXh4ICoqCi9evMC1a9dIxWtz+4CtrS0mT56M8+fPE4ofDw8Pjc5DGwKbzSbVv/UpQFsDHh4eGDBgAPk/9QzFYjHCw8ObXIBtr/a8vdolHR0djB49Gs+fP8exY8ewYsUKhISEAKj7fubNm9fGLdQe3N3dcfToUbDZbIjFYuzZs6fRhGM/Pz/4+Pg0+122WMCQuvDKlStJwOTixYsK3CT/VNR/8I8ePUJaWlqTXDeqgMlkYuDAgcjLy8ONGzcwefJkTJgwAY6OjkhMTMTatWsxY8YMjBw5EkBddtiECRMQExOjFlXC2woGgwFDQ0OMHz8eiYmJRH21Q4cO+O6775R+GKGhoYiNjcXgwYPbLPioDN26dYOlpSWuX79Ots2bNw89evTQKAVCbm4u5s2bBxaLBRaLRUqBKYjFYqxevZpki3ft2hWHDx8GADx79gzr16/XaPBeJpNh3bp1hCPwxYsXLT4nFXg+efIkfH194ezs3OJzagNcLheDBw+GtbU1GAwGtm7diuvXr7914iXt4ft5h+YhMzMTjx49om1zcXFBjx49EBAQQKuQkEqlWLt2LflGO3furHERJHXh5uaG7t2700SFzpw5g7CwsAarSjp37ow1a9agqKiIFnhrCzx79oz2PNesWYNnz54hJSWlTdvVEvj5+cHW1hb+/v64ffs2tm3b1tZNUgsBAQFwdXXF4MGD0bVr17ZujlYgEAjw6aef0rIZeTwe5s+fT8r6o6OjkZmZ2UYtbBi+vr5wdXWFrq4uzfaYmJhgx44duHLlCnbs2AGgLpNs3bp1uHfvXot4t//JCAwMRGhoKH755Zcmxdvf4e3DtWvXMH36dKxcuRLOzs7Yt28fzp49i9DQUHz33XcwNDREamqqyrzBs2fPxqhRo6Cvr0++v927dyMqKgrr169XEPir7x8WFhZi9erVyM7ORm5uLvr160cotrQBDoeDwYMHIycnBzNmzIBMJoOxsTHWr18PY2NjMp8xMzPD+vXr0b17d9Jma2tr7Nu3D+fPn9d68PH333/HiRMn2twnaQnqL3CvXr0anp6euHTpEpnDqjJfoOwTtdi4YMECEqhv6/kGVSlFZdlT/evFixcaX3RnMOrE5KhFH0tLyza//9aCrq4uxowZAzs7OwWRaaAudpCbm4vq6mqttoPBYMDe3h4TJ06Eg4MDSktLsXLlSsTGxmr1um0FFouFtWvXgslkgsVigcFgQCwW48qVK0hOTib7Uf3e1dUVAQEBsLOza1HfVDkYLc8FJRaLCbcRh8MBj8fDwIEDye/5+fkKwejKykrk5+drnFuvLaCjowMTExNaKjrF4Zqent5oQE2dUgYGgwE3Nzfo6+sjOjoafn5+ZFUmLi4OYWFhcHd3R48ePWBubg4DAwN4eXmhoKAAr1+/RnV1dZtm/SqjPVB1m6rg8Xjw8PBAcXExCUabmpoiJCQEXC4XMpmMBB309fWRkpKCzMxMmJqa0lb124qigYKNjQ3MzMyI0jNQJ67k7u6OdevWaSwYXV5ejmPHjgGoG3RCQkKIaCBQF3CSFyzcsGEDyTC+evUq1q9fr5F2yOPGjRu0/2ui1KeiogLPnj2Di4sLCUaz2Wzo6+ujtrZWrSwQTUEmk0EikZCyOF1dXRgbG4PNZiMvLw/Xrl3D+fPnYW5uTvi664udAHX9m8VioaioqNHvu7q6GtXV1QqTdmXtUrVcv/6+VVVVYDAYRERCLBajqKhIqwF1Ho8HExMTlJSUaGTR79+KiooKFBQUkHGTApPJhLu7O/T09EgpoL6+Pvh8Pm1/ExMThWB0UyImLSkTVHasmZkZaYNIJEJRUREePHiAo0ePNnhOCwsLTJ06FVeuXCH0Y5osMVQHr169UnieBQUFSE5OblN71BAas98sFgu6urro0KEDunbtCh8fH4jF4nYVjGYymbTxtaamRsEWuLq6wsfHB6NGjQKXy1Xg8eRyuTSbqQ4MDQ2hq6uLoqIirYoVs9lsmJubo7KyUmlWn0QiwcWLFxXatnTpUtjZ2cHExAS5ubmELkQsFpOxVl2hIk19W5SPraOjAyMjI5pPRPnjEyZMgFgsxpkzZ1BcXAwej4d+/fqhuroaNjY2Gi+D1ybVTUugTrs6dOgAZ2dnHD169F0w+h+I1NRUpKWlYc6cOejatSsCAwORkJAAmUyGa9euqX0+LpersEiXlJSEyMhIlfyx6upqnDx5klT9UpmygOa+IfnzsNlsdO7cGXl5eThy5AiAOqqQpUuXkkAWZbcmTZoEHR0dWoViQEAAbU7PZDKhr68PmUymUdqpBw8eaOxcbQXK/y8rKwODwUDfvn3RtWtXhIaGNjjnYjAY4PP50NXVJXMjsViMCxcugMvlwtTUFMHBwQrHGRsbE3pHCwuLVp3b6enpwcvLiwgrjhgxgizs1tbWorKyEnw+n4gLNoTG+juHw4Guri7c3d1ha2urUruaE8doK3veFDgcDrp06YLu3bvjvffeA/D//YtaOLtx4wby8vI0FpBuyG4aGRnBy8sLRkZGqK6uxqlTp2j+B4vFgrm5ORHBLi4ubneUdKqCxWJhxIgRtG0ymQzJyclISkqCqakpGAwGuFwueDweLC0t4enpCQaDAalUisLCQgXfVpX+q3IweunSpeTvpKQkkjHRrVs3hRJtZdizZw+OHDnyj+CL7tu3Lw4fPkzjtE1PT8eZM2ca5VQBmhdos7CwwOLFi5UKAG3atAl//vknIiIi4ObmBqBOTMLHxweHDh1q0yxLZZnHqm7TFAQCAUJCQlBYWIiFCxeCwahTC60vCNUesqQpIUpXV9dWaYdEIsGcOXPAYDDa9cCpDm9VY3B1dcWSJUtw/vz5NlHHZTAYyMzMJIJRDEadeCPV7rKyMlhYWOD69eskCDhnzhza4gCDwcAff/wBOzs7DBs2rEEjLJVKcfz4cdjb22PatGmNKqarU64v/3tFRQX2798Pb29vDB06FACQkZGBYcOGabVUevDgwdi7dy/ef/99jQi2/luxY8cOpY778+fPkZqaigMHDpB+s2TJEnz99ddNnlNZ/2kJHYQ6xyYnJyM4OLhZfLvtrcSwPdgjZWjMfjs7O+O9995rdqC2NWBiYoKIiAiSiXfu3DkFW8Dj8VBeXo59+/Ypff49e/aklcqqg9WrV2PChAkYMmRIk/yOLUHnzp1x8eJFbN26FT///LNKx1RUVGDUqFEYMWIEDh06hIEDB6Jfv34AgJcvX+L8+fMA1BfDVPZbc2w6ZTv3799P4xwFgJ07d5IJ65gxYzBgwADMnj0bV69eRWBgIKZNm4YnT57g/PnzTXIoqoOWjG3aRHtt1zu0LbTln3311Vf4/PPP1RKsUgZN9dWmzlNcXIwhQ4aQYOHmzZuxZcsWGBkZITQ0FJ9++iltf3k/29TUFAsXLkRsbCzu3r2rkfb+U5CdnY2hQ4fi1atXkMlkOHv2LJ49e9ZogJjFYmHSpEnIzs5GWFgYLcGmd+/eOHr0qFI+8h9++AFffvklgLoFBx0dHZw7dw5JSUmav7F6kPeDBAIBDh8+jMTERAB1AdLo6GjMmTOnSUHPxvqpt7c3BgwYQBJ91G2Xuseo2i5N2fPmIDc3F0OGDEF5eTkYDAb+/PNPBAYG4tChQxpZhGiu3bS1tcXVq1dhZGQEmUyGkJAQBY2yfwJ8fX1x4sQJMJlMEkeTF48sLS3FiBEjFOhGX7161eS5m50ZTb34/Px8kq4uEAiQlJSklKeRytL7J4ASeZPvrBKJRGOq5/XBYrGgp6eHN2/eIC4uDu7u7uS3yspKiEQinDx5kkywevfuDQcHB62tXrWnDBAKlpaW6N69O9zc3ODh4UGcDAaDQcrG9PT0mlyp1Caaem7UCrG88eFwOBg/fjxiYmIUMog1gaYWh6Kjo0l5WkJCAq1do0ePJuPCvXv3kJqa2uL2WFhYwM7OrllinE1lA1GZ0a6urmAymUhKStJqdpp8u6RSKZKSkpCVlUUbJ+pnrVErrJaWlpDJZBgxYgRRlnZ2dkbv3r3RtWtXsNnsJvuSg4MDrXSm/jPRxOp5dXU1bQFOIpGgsLBQKxx7XC4Xo0ePRlBQECwtLdt10OttQEP2qkOHDujduzeuXr1KhFmioqLw119/KXCGtZUt4HK56NixI23FXSwW4/Xr129Vtry1tTW8vLyQnJyMqqoqxMXFNRgo0GZGSmO/6+npwcXFpclr29jYQE9Pr935BvIQCoW4desWvL29ERgYCCMjI6UTRmpsU4bc3FzExcXB1dUVZmZmmDFjBqKjo4lgq4WFBYYPH44nT57g+fPntGMNDAxga2uLSZMmqWzTXV1d0bdvX9q2ly9fIioqqsFjOBwOLC0t0bdvX0yfPh2XLl1q0tbLZDK8efMGCQkJOHTokMI9U34+h8NBx44dSUBYm2NATk4OWVzKz89HVVWV0nHrypUrEIvFGD16NHR1dcHj8aCjowOpVIqioiIkJCQgIiJCY8KQ7cUHbolNp5CamorIyEhkZ2drunnv0E5AZUHHxsYiLy8PAoEADAYDw4YNo4mzSqVShIeHN/qdPHr0CEeOHMGoUaNIkFBZsFBZGzIzM5GamorOnTujsrISDIZqQr3N/d4oYXAOhwNHR0fMmjWL9nt6ejru3r0LHo9H5ok1NTWNcqMymUzw+XyUlpYiLi4Obm5utCppBoMBd3d3lJWV4cqVK5DJZGCxWPj777+RkZHR7jSKWgo3Nzf06dMHdnZ24PP5GDx4MGJiYvD48WPU1tbSBBKVvUdq3mtubo7u3bsjNzeX+EBcLheWlpZgMpkQCAS4cOECTExMEBQUhPj4eELF5uzsjMDAQOTk5OD58+c0+6QOmtvPqIqd7t27QyaTQUdHp9EEoMauVVtbi6SkJFRXVyvlgGaxWDS+9ujoaDx79owmEtqSe9KmbWtpJRE1v6Qy75lMJkxMTNCtWzfk5+c3W0iyqbYYGRnByckJcXFxKCoqUphjMJlMWFhY4PXr13jw4IFWBKi1iZKSEoSGhtICy+bm5hgxYgSh6xgzZgz09fVhZWXVYByNYiJobPxsCC3mjM7IyEBGRgaAOsGEXbt2tessy7cZiYmJSE5OxsKFC2nbBQIBvvjiC/L/HTt2YPbs2c2+jjrZke0FnTp1QpcuXTBv3jyiqiuTycBkMjFo0CCVVma0DXWfm0wmg56eHjZt2oSzZ89qJRjdFI4ePaq05J1qF0WBMX/+fI0Eo93d3VWqtFAGVVc1e/bsic6dOyMzM5M2sdVWv2YwGBCJRIiIiFC5MoQyjh999BHGjRuHGzduYNCgQdi+fTsANJnZzWAwMHDgQFqwTpkTqM49tDX09fXx66+/EjXjd9AOBg4ciD/++APBwcHEubt8+TItQ59CW/QLmUwGfX19jB49mlAxva3w8PBAx44dsXv3brx58wanT59u0NHTZvY2VdpZf1+ZTAYzMzO89957Ki/kyr+P9vZuKioq8NFHHyEkJASBgYHNOkdycjJSU1Mxd+5cODk5Yd++ffjmm29IMLpjx47Yv38/vvjiC4VgNFCnFP/zzz/j3LlzKtn0wMBA7Nu3j7bt999/bzQYTWH8+PEYOXIk+vTpo7Ltefr0KebMmdPg7wYGBnBycmpyst0c1O8vsbGxCpz2yrB9+3acPn0a/fv3V7pIef36ddy4cQOzZs2Ci4tLi9vZHuwh0DKbTiEyMrLR9/0O/wxs3LiR9n8mk4kvv/ySVD8AdVRXAQEBjQZTQkNDcfbsWURHR8PAwIAWXGoKDx48wMuXL9X28Zv7vXl7e8PX1xdAXVYflVhDtfXw4cMK2c2qXuvly5c4ffo05s+fTwtGs1gsDBo0CC9fvsSyZcsIpcDx48ebdQ/tHQMGDKCJVO7cuRO//fab0qTExp4t5WdcvnxZYUGeWhz+5JNP0L17dwQFBWHXrl1k0ZSy51FRUYiIiICzs3OzgtEtGddtbGwwfvz4Fl+roqIC586da5DSlsvl4v79+yQYHRYWhi1btmDx4sWwsLBQ+TrqtksT0EbFDjUXuH//PsnI1fQ929nZ4b333sO0adMapQC8fv06/vOf/6h17faA7Oxshbhir169MHToUDCZTHC5XPz444/kt8bG+ua+1xYHo+VhaGiISZMm0YQQSktLERERobI4QnsGj8fDL7/8QuO4aq/gcrkYM2YMMjIy/rWlRM+ePUN8fPxbJwjx6tUrhIWFwc/Pj5YFDwAffvghfH19sWLFCsK51hRGjhyJhQsX4ptvvkF8fHyD+02dOhUTJ07E559/3qgA5pIlSzB27FhYWlri8ePH+PHHH/HkyRPVbq6dgOJ9op5h//79YWdn12rX/+CDD4ggR2RkJJkoFBcXY86cORgxYgQ+/PBDrF+/Hjdu3EBVVRXCw8NJKXJlZWWbZ4Dq6elh+PDhNAfIzs4OYWFhtJKpjIwMfPbZZ2rpBejq6uKXX35BXl4efvjhB422+x2Uw8LCAps3b4aHhwcYDAa++eYbjBs3Dv/973/bvK9RkMlkuHXrFt68eYOIiAhagLS8vPytXAinMl0osZC2gFQqxdWrV2FiYoKffvoJbDYbIpEIn332GZKTk9Va3N6yZQsJsrq4uOD06dMA6pIVVqxYocDB3BbIysrC0aNHm03ZQD0vW1tbDBkyBNOmTYOXlxc+//xzJCYmYsKECUoD0Tt37sTdu3exefNm+Pv74/Tp09iyZQuio6Px66+/kgnmhg0bcO/ePQB1AmTUuE9BHYFqNpuNX375hWROHThwgLyTbt264bvvvsOuXbtw6dIllc5XU1ODU6dOkWC0Jm2nRCJBREQEaas6SQSU7aR4oeWD9cHBwVi8eDFSU1O1UrXzT8U333wDS0vLBm3A5MmTMWPGDAB19I2rVq1qlWqzd9AcMjMz8dlnn0EoFEImk6kknltTU4P3338fgYGB+Prrr8FgMFBZWYkVK1aQQGKfPn0UxMObM9527doVXl5eah8HoEFhxNLSUqxYsQKmpqY4ffo0evbsSX4bOnQoGR8pnDt3joisv4N24ePjAycnJwCAl5cXGAwGduzYgXPnzuH169eIiorCe++999bNOVXBwIEDYWxsjGHDhuHEiRP466+/sH79enA4HHz++edtonXUVqC4uOUrN5QhJycHn376KfLz81FYWIjBgwcrDco3B1wuFyNGjEBKSgree+89BAUFEQ2t69evY+vWrQCA169fY8aMGWR8+/bbb5XGCdPT0/H555+/ddp5QqEQn332WaOC1h988AFZmLp27Ro2bNig1jWaHYxWltZOlc7Ko6ioCI8ePUJVVVW7mdA2F2w2G4MHDyb3WFRUhOrqapXJ5dVFQ6XxeXl5TZYjsFgsuLq6orq6GqWlpTA3Nwefz0dFRYVC5lJzMna1PWlu7jUqKipI8DknJ4em/qlpaOs5VFdXIykpCW5ubpBKpcjLyyNlDz4+PhgxYgRWrVql8vk6dOiAcePGYf/+/cjIyGgwGNCpUyeMGTMG69atU/o7j8eDlZUVAgICCC9QXFwczpw502Qb9PX1YWZmhtevX9PKttoKYrEYKSkpxHFWxseuKVRXV6OiogJSqRS6urqwtLREYGAgxo0bBwC0AFptbS3Cw8Ohp6eHsWPH4saNG7h69SoAehUKm82mUXAUFBQQugwjIyOYmZlpXKypPthsNtzc3Gj86/r6+hg1ahSAuu+joKAAXC5Xpe9ER0eHTB709PTg6empFl/aO7QMXC4XHh4esLe3B4NRJz5jZmbWrAwTTaL+OJudnY3U1NRGF9ZUga6uLoyMjMi32RpQZjOYTCY6dOig9rmqqqqUBt/ZbDZsbW3VoqSSSqXIzc1FRUUFuFwu+Wap6pH6mRAikahBmpe4uDjCl2dkZET4lQsKCuDi4kKjXmhN8Pl8MiZKJBKl1SXq2PSsrCyIRCLIZDJ07twZHTp0wL59+xATE4Nz584pPSYuLg6ZmZlYu3YtXFxcMG7cONy5cwdlZWUYOXIkrKysIJPJcPnyZWRlZSEvLw/Z2dktolBgsVgICgoi/09ISEBMTAwAwNPTE2PHjkV0dDQSEhKQl5fX5ISXsp36+vowNzeHrq4uDAwMmr3IwGKxCFUKRQFYWlqqdjUbZTuVwdnZGePGjcOhQ4feBaNVgIGBAczNzTFo0CDY29vj999/R35+vkJ2vZWVFbp37w6gbgyR5yy1sbGhlf1Sc5d/U0ClPYPyz6qqqnDu3Lkm9Y7kIRaLce3aNYhEIsyePRsMBgOlpaW4dOkSCgsLoaenBz6fr/ScqlBGVVZWgslkwsbGBnZ2dujUqROZ89rY2IDBqBPLys/PB5PJhLW1NUpKShQ0kkpLS5UmIxUWFuLixYsYOnQo8cMpODs7KwTRKb/b2tqa2FYej0cEyOu3v6KiAiKRCM7OzioLelNjaV5e3lu1oFNZWYmMjAxYWlqSDHEdHZ0Gn01T9tXS0pIEIM3NzZGRkYHIyEjaYmlsbCxtLKqqqiK+ilQqJYuZTYm3tzeYmJjAyckJXl5eyMvLQ2RkJIYMGQIdHR3s2LEDAoEAOjo6tOof6hgzMzPo6elpjS62tUHNLxuj7KR8hHPnzqGmpgYMBgNeXl7Q0dGhVW2oe13qmrq6unBzc0NKSgrOnj2LadOmkfFCJBKR2IdUKsWDBw8gk8lgYmKCHj16KK28s7CwgImJCcrLy9t9PFQgECAjIwMcDgc1NTW4fPlyo3zsY8aMAZfLxbBhw5qlVdfsWaaqL5ki+79///4/jtB77dq1OHv2rNbuS9kzFggEmDJlCgoKClSaQKenp2PHjh3YsWMHRo0ahQMHDrSYmqA1BvfmXEMqldLKnLXt9LbGc6ioqMDo0aNVylZoCmPGjIGVlRUOHDjQrGfTq1cvnDhxAvr6+mq3a+zYsdi2bRumTp2KiIgIta77NjkTyhAZGYnHjx9DKBRiyJAhCAsLa5IT+9y5c7h27VqjvL7Xr1+Hnp4eJBIJRo8ejYcPHwIAFi9ejM8//xzHjh1rFneTpiCVSrFgwQLcvXtXpYxVPz8/nDlzBkwmE5WVlRg7dqxWF5PegY78/HwEBQVh3rx52Lx5c1s3h0Bb33/fvn3h7e2NgwcPtpqwsibv5fr16zQefwp2dna4ffs2TExMVD6XWCxGWFgYnjx5gl69epHtFRUVhEtTHjk5Ofj777+Vnsve3h5LliwBULfAsXPnTgB1C0yXLl3CsWPH8NFHH6ncNk1h4MCB8PT0BIAGKSZa8n64XC7CwsJw7949jB49WuWAwnfffYc1a9YQ3lUGg4ENGzZg2bJlGDBggMYD9ytWrMD7778PAER7YNWqVViwYAEGDBigsrAiZdO5XC7Ky8tx8OBBlQNa8s/ZysoK06dPJ37bwoULcevWLYwfP77d0bz8WzBp0iRs2rQJ+vr6YDKZiIyMxO+//441a9bQ9tuzZw/++usvAHQtIR6Ph2PHjqFLly5k34qKCgQFBamV1f8O2oNUKsX8+fOJCFtzcO/ePZLIIZPJUF5eDnd3d4wfP77BZIimxlhK+M7AwABXr16Fvr4+RCIRZs6cCSaTiYsXL4LL5UIoFCIkJARGRkY4e/Ysfv75Z/zxxx8qtZtqqzpgMpnYvXs3oQLy8fHBokWLFGiBJBIJjh07Bjs7Ozx69AhfffUVoddrDGvXrkVQUBD69+/fpn67ujh16hQiIiIQFhZG6Fc8PT2xePFihT6grn198OABVq5cSZsHBQUFITQ0FO+//z6hTLh8+TJ8fHxQVVUFkUiEAwcOoHv37hg5cmQL7651cf78eVhYWGDOnDmYO3cuQkJCCKf6gwcPyH7yPOuUPdfR0SEVX62NtqLrW7p0KRgMBklwk8lkOHPmDKytrTF79uxmJdI4Ojpi0qRJAOruqyFtojFjxmDw4MEAgLKyMhw4cIAEmGNjY5VWxkkkEsyfPx93795t94wF8fHx8Pf3B/D/C2zahNZTnphMJnR1deHg4ABfX18kJia+tUKGIpEIR44cIat2jx8/RllZGaRSKYyNjeHr64v09HSV6ROaA8qINpbdcfv2bXA4HEyePBmOjo6YO3cuOnfuDAMDA3h7e5MPJjU1VW0KC2tra7VLMsvLy1stqPQ2lmk3hDt37uDOnTvIycmhGWNdXV3MmjWLrP5GREQQIQd5GBgYYPLkyejYsSOio6MhEAhgZGQEX19f5ObmIicnR632FBQU4OjRo2Twr98uZdDT08OkSZMwaNAgGBsbg8PhkHYlJSWpNCC3Ria+m5sb4ZZThlevXil9Xo21rby8HElJScjNzSXOPofDgYmJCXmGx48fJ4tZQ4YMgZubG4A6Pjqq1N3AwACTJk2iGUUrKytYWFjgxYsXuHv3LoqKimBmZoYJEyYQYa6XL1+SxQJ7e3vY2Ng048k0jYSEBKULcpRoo7wRYzKZGD9+vNIyKnd3d5iYmJCskzFjxiA6OhoXL17EgAED4Ofn1yxhy3dQDVRGyePHj8mk7vXr129dSZmq4HA44PF4b91il7GxMVxdXXHz5k2l2RXFxcU4fPgw/Pz8MGDAAFy8eLHRAGOPHj3g5+eHiRMnwtHREadOnaItdFdWViI6OpoWwC0sLGwws4PFYtGqJeT3S09Ph0wmo1FQHT9+XON9LDAwEB4eHgDqsuNSUlJgY2NDa5cmUFVVhSdPnsDe3h62trYwNDSEm5sblixZgrt37xIe6cagbEzT19eHkZFRs/smpd/Su3dv+Pr64sWLF2AwGOjcuTN0dXUVngOfz4exsbFaPNBcLpe24OHj46P0PcbGxuL+/fsA6jLdJkyYACaTCalUipMnTyIlJQUikQgMBgMcDgcTJkxAp06dsHTpUshkMgiFQhw7dqxFk6GEhATs3LkTFhYW8PDwQGJiYoPJHJr2N9qL2KE8OnToAFtbW1rmsjxSUlIQFhYGoG68mTRpktJvp7a2tsFxwMDAgNY/WCyWVnjG36H5UKdKwMbGBmPHjqX15aysLFy8eBFA3fv18vKCo6Njs+3qq1evkJmZiTdv3oDH44HH4yEuLg73799HWloarKysAAAPHz7Ew4cPkZ6eDj6fj507d+Lhw4cqz2epORRVtQPUJXo9f/5c6SKiQCCAr68v8emptjZkT4RCIcrKypCamoquXbti6dKltN9v3bqFxMRE2jY9PT0YGRmpVdHUHiAUCiEUCnHmzBkUFRVh0qRJCj5AcyEWi0miAJfLxeTJkxEQEABjY2NaoFskEtHevUAgQH5+PtEb0NHRgYeHR7sff6h+8+TJE7x+/Rp5eXkYN24cWCwWTp06BYlEAhaLRZtDydvz2tpaPH78GI6Ojk3SW2gSmrZxLi4usLGxoYkkh4eHIzo6mhbjUTZ+CYVCsFgs9OjRQ6l9y83NRUFBgcJ2iURCkjtUGb8qKipIxUR1dTU4HA45RiKRNJiMwOPx4OjoCD8/P4XfmEwmunTpQt7n3bt38ezZs0bboS1IJBK14oM3b94k/h9VeacOWq3+1t3dHS4uLigoKHhrg9ECgQDffvstbRvF8WdtbY3Ro0fj5MmTWg1GA02vQh0+fBiXLl3C4MGD4e3tTQILMpkMgwYNIscfO3aM1tlUGVDc3NzIalBjkMlkJKslLS0NKSkp77Jc1ERYWBhNvIfBYBD16Z9++glA3XMOCQkh2Sbyz9jc3BybNm1CUlIScRgNDAwQHByMyMhIheCqTCaDVCpt8D1RghzqwMjICBs3boS5uTnpX5aWlvjll18QGhqKyMhI2vU1DVUNpJ+fH0aPHk3aQbWVOv7+/ftKg9ENibcwGAy8efMG58+fV3o9aqVx1apVhGdqwYIFmDp1KoA6Xk8qGG1qaopNmzYpzXS8cuUKPvvsMwBA9+7dsXXrVvB4PAiFQty9exfR0dEAgMGDB2stGH379m2log3yJbsUOBwOVq5cqdQQy0NXVxfff/89Ll26hPDwcMycOVNBYEH+/bxD81FfsE7VVfu2ePbaeOdvSx+ixhgrKyuMHDmSLAzWR2lpKT7//HOS6bpt27YG6QsAYOXKlejZsyc+//xzREdH4/z584Q/FKgLbl+8eLHFk+Ta2lpcuXIFADB69GhMmzYNTCYTFy5c0Hgwetq0aST798WLF1rLFiovL8elS5cwYMAAMr66ubnh999/x6effqpAJaMJG1f/e1WG7OxsfPjhh/jmm2/g7e2NO3fugM1mo2PHjkrfY3O+AcpfAOrG62HDhik9z4sXL4j/4ePjg507d0JHRwcCgQDfffcdYmJiEBoaCqAuKN63b1907dqVZBOWlZXh1q1bzQ5GMxgM3LlzB3fv3sXly5fRvXt3JCUlNRiM/jeMLz4+Pg3y8FLP686dOwDqBDkp6i15odN3+PeAwWCgU6dO+P3332kBvfDwcFy6dAkymQxcLheDBw+GkZFRs6+TlpZGhJKppKfw8HCSkU8Fo8+ePUujE/zggw9IO5UJ8daHkZERfvrpJzJmy2Qy1NTUICIiosHFlVGjRiE5OVnlxCrKbg4bNozmHzMYDCxduhQvXrxQoMx8m7+t7du34/Llyxg1apRGxzwmkwmZTAY9PT2sXbtWgUKlIcjTW5mYmKBTp07tPhgN1AVYw8PDcffuXdy8eZPQTixfvhxCoRA8Hg89e/akJfRQfaewsBAXLlxAcHBwqwajNQ1vb2+STEDZ6e3btzc4n64PQ0NDBAcHK6V5vHr1qkIwWiaTQSQS4caNG43SZ1A+D4PBQE5ODi5cuKDqLdHQsWNHBUpjoK5SbeHChbC0tIRMJsNHH33UZsFodREaGkr8uOagVckgmUwmgoODkZubi/Dw8Ld64G0JWrKKxGKxMHr0aGRnZ+PKlStqPcPS0lIsXboU3t7eWLlyJfr370+yQcPDw7F582asXbuWJuZQH6qW/u7cuRMnTpwAUCdA8eGHH+Lhw4fNypBuj5klrQF/f3907twZQF1m68CBA8kATYHBYGDNmjVYtGgRgLpypU2bNgGoM2pHjx5VOtH38PCApaUlLl++jKKiIgDAX3/9hbt37yI1NVXj9xIREYGff/4ZEydOxBdffAE+n48xY8aQ7LiysjJcvHiRcEe2FHZ2dhg4cGCzDPK5c+ewbds2/PTTT6QEsUuXLrCwsEBERISC0jNQl4l2+fJlSKVS8Hg8bNu2Da6urvjzzz+VfqO//PILzp07R579Pw0TJkxQyAYB6vqrMiPcEHr27Inw8HB07dpV4bdVq1Zh3rx5LWrnvx2DBw/GF198AaBuvLhw4QKePXtGKF/kwWAwMGzYMPJNqUMDoQm4ubmhV69euHbtmkZoi4C6xZGxY8ciMzMT169fb/Z5WsNGCYVC4ozv3bsXo0aNalRYUNUKprCwMDx9+hS//PILOnbsiPPnzyMmJoYEUrWVPU4ttk2cOBHPnj2jLby+bYiLi0Nubi6Cg4NJgsLixYsxfPhw2n6//fZbi2jdrK2t8ccff0BPTw9SqRQrV67E06dPG23XkSNHUFxcDAaDgdDQUNq7tLa2JkK66uLKlSvk/mxsbEi76mPSpEmEV9jAwIBkK3E4HPz++++0IDOLxYKjoyPteD6fTxZnv/76a7XaaG1tje3btxO/wsfH5x8hpq4tWFlZ4Y8//sDNmzeJOFNOTg7ee+899O7dGxcvXsRnn3321kyQ36Hl4HK5+O2339CjRw+FhSxbW1vMmjULMpkMTCaTcAarCk3YTS8vL2zcuBFMJhPV1dVYtmwZbGxs8OOPPzZ4bi6XS8ZpShQ5PT2dZF1q0p5HR0cTf8XGxgaDBw/Ghx9+iGHDhuH9998nlBz/+9//sGfPHq0ns7UGOnXqBFNTU1y9elVt7n959OjRAzNnzgSDwQCbzSaLEerCwMAAISEhyM3Nfav8DIlEgo8//hhMJhMikQizZs3CnDlz4OrqSttPIBBg2bJlePr06T8irrZ+/XqFeXZjfo468PHxUdBo+f3333Hq1KkmF7zXr1+PsLAwjB49WisVoxKJBOfPn0dxcTGuXLmCFy9eaPwa7RWtGoxmMBiwt7cHm82Gubk5KcPJzMz8R9ErNIWmxBsa+53JZMLBwQFMJhNmZmaorKxUWMmxtLSEk5MTjS8nPz8faWlpuH79OhHIk0dJSQlSU1NRUVFBeN9MTEyUBvNkMhmysrLIdc3NzWFmZqZwvoyMDGRmZqKmpoYI/TTnnt/2QHRzHRsLCwuy+uns7AwfHx+lwdpu3bqRv+Wzd8ViMTIyMpSuDhobG8PQ0JAIJgF1AeGnT5/SKhf4fD74fD6MjIwgEAjUovawsbGBq6srWCwWqqqqkJWVhU6dOqFfv34AAAcHB9jb26O8vByvX7/Gy5cvW8zzzWAwYGRkBGtra7i4uODVq1fIy8tT2O/169e0Mprc3FwiaJWamkrr3wD9eVGlVEDduy0rK8OrV6+QmpoKmUwGHo+H6upqpWU6VVVVSEpKwv3793Hnzh04OzuT79TAwIC8M2VlRPIQCoXIzMxUGhin4OTkRIwr5Xg3F431YWNjY4UAs5+fH4YOHdqsa1VVVdFELn18fADUZZoYGRmR7AYvL69mq6y/Q93qvI+PD3lP5eXlKCoqApvNJmJA8g4Xg8GAk5OT1gR7GwKTyYSRkREZT9Sd8NZHTU0NkpKSYG1tDRMTEzg6OkImkxF72hz+zJbYdFVQWVmJsrIyIkAbHx+PYcOGwcXFRcHW17+2vb09nJ2dkZWVRQJx9vb25DlSjm98fDy4XC68vb0hEAhaVMGmyj1TY5yTkxNKS0uRlpaGsrKyFtkAPp8Pe3t7GBsbE9oZbXDd1b8/6nuR92OVZb/cu3cPeXl54HA4EAqFKC8vh76+voKNzsvLQ1ZWFpydncnYnZubCz6fj6CgIHJ/hw8fRmlpKTIzM2FsbAxzc3NkZ2dDJBLByMgItbW1NI7e+ny9QqEQb968IdzAHTp0IMHigoKCRnlV8/LyiG21t7dHYmIi4bK0t7cngWllgmBA3Xfdu3dvhedaWlpKW6RlMBjo06cPRCIReZ4SiQSZmZlN9hVdXV0MHDgQxsbGZFtxcTFMTU1RUVHx1lZpqgupVIrS0lLy/Ssb42xtbdGpUycMGjSIiEHm5OSguroaN27cgLe3N4YOHQovLy9UVFQgKyuL+I4UNQMFHo+nwLVJ9a+amhpSDfYO7R8sFgt9+vSh+VrU2CoWi+Hi4tLsczdmIwQCAZKTk5tM2NDR0YGjoyOsra2JCLODgwOGDh1KO39FRQXy8vJgY2MDfX19lJaWEtuQnZ1No7LSpD1/8+YN4f0XiUR48+YNXFxcYG1tTftmlOk/aApmZmYKc/TCwkKNamXY2dmhQ4cOYDKZMDAwgIGBQYupOszMzDB06FC8fv0aFRUVND/H2tpa5cQWR0dHXTJIYQAAaZ5JREFU0k9TU1NRXl5Osx3tMeFNV1cXJiYmiImJIW01MjKCvb098vPziaAnUFd1lpGRgZKSEpiZmb21wu8CgQAVFRV4/Pgx0tLS4OzsTOZ78nNCVc6TnJwMGxsbonlSU1OD7OxssnDm6OhIbJRIJEJWVhacnJyUJnEYGBigY8eOKCoqQllZGTp37tzieYgyyGQy5OTkICcnBzExMf8qsWWGTMVllO+++05jF5VKpRCJRAgKCoKPjw+CgoKUkn2/DTA1NUVMTAzJ5jh58qRCaaY2QD3Da9euISoqivbbli1bMH/+fPD5fJooTFhYGKqrq8FisRQGK5FIBIFAAB6PRwb8999/Hxs2bFC4tkgkwrBhw/D48WMAwJo1a0h2HQWBQICSkhIEBgYiPT0durq6GDJkCLy9vTX1CP5VoPgUR40aRQs+18f+/fsxf/58AHWLCUuWLGnQMMlkMojFYlqmkEQiwcGDB8lq9qBBgxAYGIi5c+ciPj4e48aNU3nl9cCBA5g0aRL4fD7EYjFqa2uhq6tLcyhkMhnCwsKQnp7e4EqjOo6Cjo4O5s2bB1NTU7DZbPznP/8hAjv1z1ldXU3uRb7fz5kzB+vXr1faVrFYjIKCAhw8eBASiQRisRh//vmngko8n88npX/yoLjUamtrYWhoiHv37pHgHo/HQ1FREfr27Yv8/HwyYXRyckJMTAwtEzUpKQn9+/dHSUkJCYB0794dDx48AI/HI9emAuJ37tzReEaAkZERlixZAjabrbAgxuVyGxR+aApXrlwhY4s8dHV1MX/+fCL09Q4tQ0VFBeFNBv6/VI3q10ePHlXgoudwOK3OaWhoaIj58+dDT08PLBYLwcHBpJS3OaAyuH766SdCO0TZ00uXLiE2NlZTTdcYLl26hCdPntDGSB0dHdjZ2SEyMhLW1tZKj5PJZKitrUVSUhL69euHyspKMJlMnD9/niwKbtq0Cd999x10dXVhZ2eHOXPm0CgYWgMSiQQikQiHDx9WWUBPGQYOHIjTp09DV1cXEokE+/btQ0lJidbFjIG6sX3hwoUNvgugbtIoFovB5/ORmpqK48ePK9h0mUyG2bNn4+HDh7hy5QoJRk+ZMgVJSUmIjo6GsbExGeMTEhIwYMAALFmyBF9//TWGDx+OrKwszJkzB1wut1ERH8qvGDZsGHr06IHq6mry3t9//32Vyy4ZDAb4fD6h0Tlz5gwGDhyo0rHyEIlE2L9/P020kbLpBgYGxJ6+efOG2MnG0KFDBzx58oQWjKbGuYcPH7aoGuJtQnV1Nfbu3UuCb3/++SdCQkLI33PmzMGRI0cwZswY4q/V1NRg/Pjx5BmtWLECmzZtQk1NDWJjYzFw4EAIBAJwOBxcvXqVLBoDdf1BV1eXVhZP+VyXL1/GxIkTG23vPyG7r7WhrWCarq4uHj58SAtGCwQC8p1qcmy9f/8+se2U3pRIJCI+rr+/P+7cuYPvvvuO0HTI2/P//Oc/qK6uJroj8s/k3LlzmD59Onbv3o3Ro0dj3759RPOmsWQpTYIab0eMGAEnJyf4+Pi0yN6pijVr1uDzzz+nbVu1ahV+//13jV3j2LFjCA4OJnZAKpXi0KFDhFe3OXBxccHMmTOxYsUKnDhxAnfv3oWTkxOAOluqanYq1UcoP+/IkSOt8txbAolEAqFQiL/++oss3nG5XKXCoHw+H5cuXQKHw0FYWFir8/NrKpj//PlznD59GmKxGJaWlrh37x4JJoeEhODSpUsqnYcaO1atWoUvv/wSABAVFYXhw4cT/+vWrVuk8nz58uU4ePAg7t69C3d3d4WxQyQSoba2FmfOnEFiYiKNH1oboPppREQEodp8m6HK2NqqmdEUmEwmdHR0oKurCz09vbeOsF8etbW12L17N3r27IkxY8a02nWpZ6js2eno6JAM2pSUFJw9exZPnz4lhlcsFje44iIfVFKWPREVFYVbt24hLS2NnENZVruOjg55txKJBJWVla0mhKWnpwdPT0/cv38fUVFR8PLyeuuFzyghn+TkZAiFQnTr1o1mlAQCAeLj41FeXk6yjfh8fqMGiXKM5CGVStG9e3eSEeXg4AA2m42UlBS1nQoej0eeO4fDAZvNxsuXLxVW44uKihrtG6oO+s7OzrC3t4eBgQGys7Nx+vRpREdHq7S6KN/vY2JisHv3boV9mEwmJk+eDCMjI/Tq1QtSqRRSqRQsFgsvX77E0aNHyaDbUMYV9S1Q96Wnp0dTRpZKpaiqqqJ9e+Xl5di+fTt0dXXBYDAwYcIESKVSVFZW0r69wsJCbN26FWw2GywWC1OnTiVlbW5ubqQvlJeXa3Txj8PhKPSj6Oho3Lp1C0Bdhv+0adMaDIpIJBI8e/aMPLOcnBylY4pMJkN0dDTJLqfwySefaOpW/lVQ1sfl4eTkBH9/f8THx7dpaXtFRQX27NlDxoGWTG4AkG+HormaMWMGTExMoKOjA3d3d3A4HMTFxbWrai2xWKwwRgoEArx+/Ro7d+6kjSEUPD09MXToUISHh+PRo0fkeJlMhvPnz6OwsBDTpk1Dv3798NFHH+Ho0aOoqqoiAjCtCRaLBSaTCU9PT5iYmKjd5zgcDqZPn47evXvDwMAA6enpyMnJoVV6tQfILwxLpVJi0ynfzMzMDO7u7kTM1szMDPr6+pDJZJg4cSJevXpFW+S7cOECHj9+DLFYjNjYWOzbtw+WlpYwMTEBj8dr0rem/IrU1FTS3yl+zdGjR8PAwACHDh1qUqhYJpPR9vn777+JiI2fnx/69+/f4LEVFRVISEiATCaDRCJRyDCXSqWIiYmhZdmVlpYqvFc9PT3MnDkTGRkZuHz5MsaNGwc/Pz/yvGQyGU6cOEGCEBkZGUhKSoKHh8e/YoFTPqin7NuKiIggme7dunXDoEGDaDY7Ojoav/76K6ZMmULLCpNKpTh16hRyc3MxZcqUBscOyt/RtIjoO7QNRCKRxsdWGxsb9O7dGwkJCaioqFAYdwoKCrBlyxZaAhZlzykR1PpzvZqaGvz111+4f/8+KisrkZiYCBsbG2LrWhPUeJuSkoLy8nLMmjULcXFxOHfunFauZ2lpialTpyIwMFDBR6Aq4g4fPqw0Q9rV1RVjx45FeHi4gtji6NGjCcXis2fPcOXKFRLPocBgMNC1a1cYGhri2bNnCqLIz549I0HMhubomZmZ2Lx5M6KiovDmzRsSaxk7diyprAfq9Iwa4u997733SFZ0S/2M1gSLxQKXy6XNfymxyPoQi8V4+fIlDAwMlAartY2WBmZFIhHi4uKQlZVF7o/JZJL5sUwmo9mi7t27Y+DAgThx4gThBZcHNY++desWsTeZmZkoLy+HVColi2l+fn6YNGkSBg4cCAMDA9ja2tLsE9Uuqk1VVVWt8nyp+J6bmxt0dXXh5eVF+npERIRWqyjaCm0SjKZAka6/zavg1dXVWLt2LcaNG4eRI0e2m3uhMptiY2Px3//+t9nnqO9sXLlyhYhJ1N+PxWIpDEryK3StVQZjaGiIoUOHIjIyElevXoWTk9NbH4ym8OzZM6SlpcHd3Z02ONfU1ODGjRuorq7GiBEjmn1+JpOJvn370rZJJBJERkYiLS1NLQEbqVQKiURCJsQymQxPnjxpFm840HT/6dq1K/z8/CCVShEfH9/sfn/v3j3cu3dP4docDgc9e/ZEQEAAjYIiODgY9+/fx/Hjx9V2zinVXflvhPqOqOdcUlJCvjkGg4EuXbrAwcFB4Vx5eXmkQoHD4aB3794wNzcHk8mklYynp6cTY6bpb5Iad27cuEGEFbt164bJkycrDUZTY0dkZGSjlCNAnWNw+/ZtPH/+HH///TfZ/i4Y3Tw09n0wGAxcunQJvr6+SExMbJPALNU3y8rKsHHjRlRVVWnUvp45cwbXrl3DkCFDyEStS5cucHFxQUpKCi1425ZoTLSxsrJSQVSZwvz58zFo0CDs2rWLJmAok8mwfft23Lp1C+PHj8egQYMwYMAAPHz4UKlj31pgMBjw9/fH69ev1e5zXC4XK1euJJkuz58/b5WMEnn/lVp4p2xefaHB+rRN1CT42bNnhIPXw8MDbm5umD17Nu14BoOhIOAqk8mwY8cOkrl648YN3Lp1C/PmzVNqHxpDYmIiCTi4u7ujY8eOmDx5MoKCgnD27Nkmg9H1sWPHDvL3p59+isDAwAa/I4ompqGggFgsJmJ6FKgFW/lnZGxsjO+//x7h4eG4evUqFixYQEsQkclk2LVrF65du0auxWAwYGtrC319/X+0IG79+5LvpxT2799P/l68eDEGDBhAe2e3b99GZGQk/Pz8YGhoSPwUiUSCX3/9Ff7+/hg/fjx5jtQzrv8tAHXzgsbEst+hfUDeH20NODs7w9HREQUFBaisrFToH1lZWQoZvk2huroaP/74I7KyssBgMPDs2bM2T4B7/vw50tLS8N///hc3b97ExYsXtfI9ODg4YOPGjUoDaOPGjcOgQYNw/fp1lJWVEWE26tl4eXlh06ZNKC4uxsuXL2nj86xZszBhwgQAwL59+8j4TY0p1DzAx8cH9vb2eP78Oe348vJyREREQCqVgs1mK52jMxgMJCcn488//yTt+umnnzBmzBiMHTsWwP/PN6Kjoxv0Z93d3eHk5ETGIQaDgZ49e8LZ2RmJiYlKE6Ha07hEtbmxNlFzdHlRw7cJQqEQN2/epFGqUT4TNaeWv/++ffti06ZNiI+Pb9RnvXLlChHNlodIJMLPP/+MQYMGYeLEiZgwYQLpz/I+nUAgaJF4ckvRpUsXeHt7Y/HixTAxMYFEIkFJScm7YLSm8eTJEyQmJqK0tLQtm6ER3L17lwjMUQq9QNtxEVVUVGDBggUt6rQnTpwg2S0UlH34+/btw61bt7Bz5064ubmR7Xw+H3/++ScprXz58uU7rjgNoLa2FseOHaNloFA0GC1BU33VxsYGc+bMwf3791Ui1v/+++9x7Ngx7Nu3D4WFhbh79y4R61C3XZRwZ2Pcx6ampqiqqsKCBQs0LrAzZcoUfPDBB/D09NTYOcvKyjB58mSMGDEC3333HRgMBszMzHDq1CmcPXsW69evVzhGJpPhs88+g46OTqMcWmKxGEuXLoW/vz9+//13WiCYohnx9/dXKgzYEmRnZ2PhwoUqC8xFR0cjLi7uH2ED3kFzcHFxIdmUEokEEyZMwJkzZ7Bx40aNXqempgYzZ84k2RCfffYZRo0ahUmTJhEn+Pbt2zS6kta06ba2thg2bBhevnyplLqmMVy4cAEDBw5s0AdIT0/HiBEjMGfOHCxYsACjRo1CTk5Om0/UjY2NMXPmTMTGxrb7EsU3b97g/PnzZCJ//vx5+Pr64rfffqPZ5+joaHzyySe0CZWFhQW6detG60vp6ek4ePAggoKCFER2moPm9NXs7GwcPHgQd+7cwfPnzzUisiuTyXDp0iWl9l8gEKidncbj8TBlyhRagN/Y2Bg8Hg/Dhw/HjRs3FGwbg8HApk2bEBsbi0WLFqG2thYymQwXL16EjY0NxowZ0+oVAa2BgIAAWFhY4M8//yQVb2vXrsXx48exb98+pcecPXsWz58/b9CPcnV1RUREBPbv34+9e/cCqFvQGDJkCJYuXYpJkyZhyZIlMDQ0xJYtW2h9sFevXrhx4wb+97//NZjN+A7tAwsXLsScOXM0MhapCgaDgREjRqCgoADnzp1Tqr2iDnR0dDB58mRC/UOV/VNoqzm6UCjE8ePHYWRkhBs3bmDt2rWIiIho1TZQc/Rbt27h008/xYoVK/Dee+8BAOGYXrVqFSZMmID58+eTZ/jNN9/gt99+A/D/2g8rV65EaGgo9u7di/DwcPz6668A6ipW/P391Rpb2Ww2xowZg/j4eBw6dEhpu4C6Cpn58+crZG7LQ75d8gFvys9QZntiYmLaBV0bk8nEqFGjkJeXR/yM9ghtfENv3rzB+PHjSdWtJqt5dXR0sHv3bnh7eyu0OycnB1evXgVQN/doL7oSDx48wBdffKGg9/ZPQYuD0fKdUNUOSe1XVlaG4uJidOjQATweD6mpqS1tTptBJBKhvLwcfD4fFhYWePPmDZmgqAJNfsw5OTmIjY1FZGRkk5x6jUFeoKYxZGZmIj8/nwSuXV1dyYq6n58f2Y8qUaKeTXOhq6vbaFklZaz09fVhaWmpQCHQXLQXkQOpVEoL6jfULk23V1dXF05OTsjMzGxU+KK2thZlZWV48eIFSktLkZeXh8LCQlIeq2679PX1YWRkBAcHB+JIUueUR2lpKSorKxEZGanxRQ8ulwtDQ8MGqSb4fD66deuG7OzsJjN8KYjFYjx69IhwoAF1RrJ3796NBvtVCbTLZDI8ffoUOjo6CivqbDYbxsbGKnM6q/O+pFIpKioqYGBgQHhQO3bs2ODxpaWlRFQCUMzg4nK5NK5sAO8WtDQIY2NjODo6IiMjgwQqTE1N4eDgAAMDA7DZbFhaWpJvqyHU7yMNvc+mQAnz2tra0r4LFxcXrWQDSCQSWsBz4MCBtOsCdTRC1ISLEjykjn3z5g14PB6xRwKBAElJSTA1NYWtrS1KSkqaRU/FYDBgamoKGxsbODo6KhWubQqvXr1qVMm+uroa9+7dg5+fH169egUzM7MWT/w1AS6XC0dHRxQVFSEnJwempqY0UT1lAU2pVIqXL1+Cw+GoJajVUhspFAqRnZ1NnltmZiY4HI7CmCsWi1FeXo6cnBwyoXdycoKVlRWMjIzIYkh1dTWysrLadAJUW1uLrKwsIuTbsWNHskCRmZlJxHtVRVVVFV69eoXs7GzSH9WdK9QHi8WCvb09bRufz0dxcTF4PB7c3d0hEokUhIAtLCzg6uoKa2tr2mJua3HGtgakUinevHlD+iSfz4eTkxO8vLzA5XKRmZmJly9fEoFaExMTdOvWjWYDCgoKFJ6dubk5HBwcoKenB319fQQEBCAhIQFRUVFISUlBRUUFIiMj4evri06dOhEx3Ppgs9kwNDRsk3Lyd1APzs7OCAgIAFBXhUPN0cVicbOEflUBg8GAtbV1k5UKDAYD7u7ukEgkSE1NRW5uLuLj40kFIDVHEQgEsLa2btCGtsUcHaj7TvPy8sDlcuHu7g4PDw/k5OQgKSlJY/QnNTU1iIuLo82BORwOLanH3t6eCCo6OzujU6dOMDMzI8HjTp06wdzcHN7e3khOTkZWVpbS+cnz588hEAggFouRl5eHu3fvAqjzmRwcHGBra0sS9Wpraxt8lvLzvaqqKnTr1g29evVCYGAggLoknri4ODg4OEAsFiMqKqrROMXz589RXl6Op0+f0voAZSeULb6/fv2ajH9CobDFQo/NnaNT3wKLxYK1tTUkEglkMhmKi4u1Sj+mrViHsvOWlZWhpKREISYkFArx8OFDjbcBqPMffH19yYJ1bm4uWXQvKChoV3ziUqkURUVFSEtLU6gQ+yehTQQM5cFmszF79mwkJiYiODi43a78NIUxY8bg6NGjYLFYqK6uxp49e9QubWwOwsPD8eDBA9o2ijNWW85CQ+ByuejXrx8uX76s1AmVSCSoqanBnj171J7QyMPPzw/Dhw9vdB8Wi4Vr167h1q1brVpm9m+ARCJp9DtNTEzEyZMnAdSp0H7wwQfQ1dVt9rcdGBiI/v37097jl19+iU2bNindXygUanxiSYl+RkREKNCYAP/P//nll1/il19+UevckyZNwt9//03rowcOHMC8efNa3O5evXrhzp07NGeUEgu7cuUKnjx50uxzUwKG8hxb1HOQB4PBUOA+o3D16lVERkY2eA1XV1eEhITQjj158iQRXwLaV0nd2wQGg4Fp06Zh7969CAkJIbyFCxYswLZt24hYoUQiwcOHD0m2gDahp6eHhQsXwsDAQCGTZteuXViyZIlWr0/ZTnnIl8+GhITgwIEDAOqc6D179qBz584YNWoUACA5ORl9+/bF7NmzsXHjRoSGhjbLseVwOFiwYAGh2Vm6dCl27drVsptrAP3798fQoUPbRSBaHpS9mD17NlE4/+677/DTTz8p3Z/L5WLIkCE4d+4cLl682CpZ1Xl5edi7dy/t2QUEBODmzZs0H4gacz/66CPyHqkF+zFjxqB79+60806aNAkeHh6NXlsqlWLo0KE0ET4mk9ksmg5lkEgk4PF4WLhwIVlsmTlzJk6cOKHWefr164fhw4e3Sv9SJfuOSoqQtxutTUegTQgEAuzZs4cEUHbt2oW5c+dCIBDg1KlTmD59OoC6SreYmBiYm5tDKBRiypQpOH/+fIPnXb58OTZs2AAul0sCOGKxGNXV1QgKCiLJKGw2GwYGBrh69So8PDwUbP/ly5fx3nvvEbFcZXhn09WHNvrujz/+iNWrVwOoqxAKDg6GRCKBjo4O5s6d22ilYkvx6tUr7N69u8GgG4/Hw507d1BaWorhw4eDyWTC2NgY9+7dA5PJRFhYGOlH7c22yYOioBg5ciTMzMzQq1evRheR1T13/UUfR0dHzJo1i9ZfKME0NptNfLD6oq8CgQBHjx7F3LlzG7yeq6sroqOj8eeff+LDDz8k21ksFj799FOsXbsWQF2lUGBgILnmggULSKB68ODB6N27N6Hyofah7Om5c+cwZcoU7NmzB0OHDoWPj0+TSXPKnkOXLl0QGRlJ47+nQAV9gbpKoUOHDrXpmERRVlD/7t+/n9ZHOBwOFi9e/FbSdJw9exaxsbFqfaPvv/8+tm3bhmHDhuHatWtqX5PP5+PRo0ckGP3JJ59g+/btAOr0lSZNmtSufAEWi4WkpCQcOnSorZvSLLRbAUN5UPyuIpEIX375Ja3RqampOHLkiFaua2lpifnz5+PBgwe4efNms84xatQooiDdpUsXosApFArbtCOLxeI2Ee1piFyfQksVXnk8Hnr06AEnJydimAoLC7F3716IRCIwmUzMmTOHZMwwmcxGleTf4f+hTiZjU+/RysqKlNjr6OjQ+APVQUVFBZ4+fYqsrCwSsLS3t8fs2bOVZmaMGDGClokP1Dkumii3kkgkqK2tVbgPsViMAwcOkAoEeWGV9oDc3FysW7cOQ4YMIRku2dnZ+Ouvv5CUlISCggL06NGjWaJCAoEA9+7dg6OjIxEzoVTMWwJXV1fY2toCqKtyYLPZYDAYqK6uxu7du8ni23vvvadR2pR/I6j3NXXqVBIQ8/PzI+/wzZs32LNnT6ssbHbq1AkmJibYuXOnUjuiLk1Fc9CU7ZQXUtHT00Pfvn1hYWFBtllYWOCTTz6BRCLBhg0b4OnpqZBprQqogE5GRgaOHDnSokWj+mAwGJg5cyZpF7Xg0N5AcTw+f/4cZWVl8Pb2btSeC4VCvH79Gnfu3GlRRZg6MDAwQGBgINLS0hpddKBsprzdNDExgaenJywtLRX2T0xMRF5eHqKjoxvMrJfJZEhPTyf/t7e3h6urKwkcN7c6Qb7NABAbGws7Ozt07doVkydPhr29PXbv3q00e9vX1xcjRoxAaGgoERqluETl292SdjUGVftx/X6kp6cHHx8fws359OlTlYSP2xtSUlKQmZmJyspKMo6dPXsWOTk5AOilzhUVFdi8eTP69OmDsWPHNkjPY2pqioULFyIoKEjBtrPZbPD5fCxatIgWEOJwOLCzs6NVX1FB8ocPH7aYUu4dWh+Ghobw9/cnot0t9fOagp6eHvr164eMjAwF0eKgoCAEBQXB3t6ejENisRhVVVWIiooCn89vV8K1jYEKMLLZbJiZmWHFihV48OABTp8+3exzUnNhahE3IyOD2CdjY2NIJBKF8ZcaEwUCAR4+fEjmBJ06dYKVlRV4PB4toGtoaIhFixZBV1cXMpkMR48eRXFxMTZu3KhA7ymRSHDv3j1CPZiXlwepVIoBAwYgICAAcXFxhH6gS5cukEql2LVrF6kiGjlyJLp27Yo9e/bgwYMHqK2thUQiAZ/Px0cffYQHDx7g1KlTDT4PKpguD4FAAJlMhnv37pGApo2NDebOnYvIyEjcvn2b3Ge/fv0A1NmyJ0+eNEqRqA1Qi6XU3+0pUNpSe17fP6iPbt26YezYsTh69CjRm4qOjsbatWtp/k9LIBKJSP9oT8LlFCiNh38ytBapUzXNXyqVklL1b7/9luYQhYeHayUYzWazYW9vj6+//hq//PKL2sFoBoMBNpuN8ePHY/78+UTFV/5+qYmUtlbTKOL+9pZBIJPJyPNQlmHW3A+KyWRCX18f/fv3pzm4r169wvfffw+BQAAej4chQ4bQgtFMJlPr2fZtRd9Rv8+15D412VetrKxgZWXV7HYwGAyIxWKUlZXh5s2btD7Tp08fzJw5U+EYNpuNsWPH4v333wdQ9yzEYjGysrK0xv1FZfpv375dwflSB9Tqf/1zAyCB2OaU+gN1lD3ffvst2Gw2evbsCTabjfT0dHzzzTeQSqXQ0dFBly5dmhWMrq2txd27d9GjRw+4uLgoFSpqCtQ3Ko+OHTvC398fwP8/GxaLhZqaGvz8889kYj1lyhRMmzZN7Xa/w/+Der6TJk0i2+TfR1FREdauXQtPT08MHz5ca+Mck8mEh4cHLCwssHDhQuTn57c754vD4dCCWDwej5SOUjA3N8dXX32FLVu24JNPPsHly5cRGBhIvmMK1PikDPJBy5SUFHz99dcaG5uZTCa4XC4WLlyIwMBASKVSREZG4saNGxo5v7poynZSorf5+fkK2cPKUFxcjBs3brS4n6pq0/X19REYGAiJREIm+1R1CJXxJj92y9toc3NzDBw4UOl1EhISUF5ejt27d6OmpobYxPr9QH78dHZ2xsCBA8lvmrDpIpEI9+7dQ9euXdGlSxeEhISgX79+CA0NVRqM9vf3x/fff4+oqCjyPOqP79r0i5sLfX19DBgwAGw2G2KxGElJSSgvLwebzX6rRNbT0tLw6NEjWp87ffq00sBWZWUl/ve//2HGjBkYMWJEg/6jmZkZvvjiCxo1Xv3xa8mSJUqTDihBM4lEQoLfbzMd478NEokEQqGQULsNHDiw1b4FfX19BAUFEdo9+fFvyJAh+PLLLwHUVSNxuVwiBB4VFaXVjG1tQl9fH1988QVCQ0PVDkZT8yCgzldZsmQJWTy4efMmoc1oCmKxmFZtbWBgQCq0KLDZbJibm2PVqlUwMzODTCZDTEwMLl68iB9//FHpee/cuUNoBqi2Dhs2DJ988gkCAwPJPG3kyJGorKzEli1bSIDaxMQE9vb22LRpEzIzM8k59fX18fnnnyMsLKzRYLQyUBUyN2/exNdffw0A6NGjB2bNmoVr167hhx9+AFBX6bRs2TKw2WwIhUIkJyeTwCVVJdycuY+6aMpuygtItmY8oqX2nM1mg8PhKJ3jcjgc9OjRA2vWrEFMTAwJRkdFRbW7xC9tg4qpUc/6bWWRaAhaC0a3p5UbeTCZTGzfvh19+/ZVmTO1Pnr37o0tW7bA2dkZ5eXlmDFjBjp37oyNGzeCwWBAV1cX06ZNQ1JSktYmeZS4Q0voLrSB2NhY9OvXD5988glmzJhB++3evXtISEhoVsbJ0KFD0aFDhwb5n2fNmoXly5ejU6dOZFuPHj3g6uqKM2fOkBVWbaCt+nqHDh0wePBgAHW8jCdPnmxRxkl7+Ga9vLzg5+eHxYsX4/HjxyoFpHx9ffH777/D2dmZbIuMjMSKFSsUMio0iX379mHHjh14+fJli85z48YNBeoPqr/+9NNPcHd3x8yZM1uk6PvHH3/g0qVLOHjwYIvaqgwvXrxAQUEBgoODFXg8m4Kfnx86d+5M2yY/6b1//z4+/vhjfPnllwqBv3doOS5fvqzQ9yZMmEBKc+WhrfHB2dkZQ4cOhbGxMTgcDs6fP4+zZ8+SCUJ7gKmpKQ4fPkwqAFSBVCrFsmXL4O3tjYMHD9IyyRITE7FgwQKlAekVK1Yo2E5NYcqUKfjvf/+LTp06oaSkBKdPn25T8dD2YHOUQdV2FRUV4cyZM7RnGBcXh8DAQKxYsQITJkzAnDlzSAaPOpQtenp6mDFjBtzc3DBgwACsWLFCIaAQHBxMst+UcaK21SJ5cHAwET2TF42S36e9QiqV4syZMwDqKC4okd23AStWrICFhQVmzpxJFm2bwqVLlxAQENCg6HBWVhaGDBmCWbNmYcWKFQDqFsnmzp0LoVAIDoeDvXv3wszMDOfOnaNNkm1sbDB69Gj8+uuvCA0NVblN79A+sHPnToSHh+PgwYNtVmU6Z84cfP/991iwYIFSETNvb2/cvXsXMpkMYrEYd+/ebRWKzPYGFxcXHDx4kFSjUrztZ8+ebZGNv337Np49e4aJEyeSbT/++CNGjBgBIyOjZp2zc+fO2Lt3L5ycnMDlcnHw4EGyuHnixAkMGTKEFnTeuHEj9u7dq9GKp4yMDAwePFipBkVDYLPZmDhxIvHb/ve//+Hs2bOYMGFCozpWmkJDdlMsFuP48eNwcnIilHGtiZbY89WrV8PAwADTp0+n6S2Zm5vj8OHDePHiRaP26d8CBwcHLFiwAEBdItiJEyf+UeNcu+EwEAgEyM3NhYmJiVKnmsViwcvLiwSQU1JSmh1g7NSpEzp06IDHjx8jOzubbOdwOLC0tER5ebnSwA+TyYSXlxf8/f3h5+eH9PR0pKSk4PHjx7QgKUU2X1lZSSYKEokEr1690tiqskAgQH5+frvL2KisrMSTJ0+Ucl6VlpYqiKKoClNTU6XZtnw+Hz179oS/vz98fX1pvxkaGoLP5/9jqTp0dXUJnUFVVRXs7OxQXFzcYrGF1oKenh6NlwwA7OzsYGNjg7KyMiIoANQZOw8PD3h4eCgYPkNDQ/j5+SEzM5Os6EdFRWmNM7SqqgoJCQl49OiRSuXzTk5OsLa2BlD3DdQPXpeUlJC2cjgceHl5kezynj17wtHRsUX0NkAdXUdxcbFWysuqq6tRXV0NgUCAmpoaPHv2DJaWlirRE1BZZw0JjVKrwfJZGaampnB3d6epar9D81BcXIzi4mLatvrjqLYglUrx6tUrsNlsZGVlISsri/T/vLw89OrVC0lJSa0+ntX3NYC6Pufn50frcwKBAPHx8UoDytREihIjevjwIe18iYmJiI6OVnpsVFQUXF1dAdQt9GjSxvP5fFhbWxPRmLy8vHaXgd4Y7O3t0bNnTyQkJNAyc5lMJjw9PeHm5gZ7e3uUlpa2iqMuEokUsvirqqrw5MkTREVFwdHREUKhEFVVVY2K0ioD5Ufa2NjA2toadnZ2xJ8E6sZGOzs74gO0J1AipG8LqqurERUVRTLZMzIywOFwkJ2djZycHOTm5mpUDFtbcHBwgIeHB/z9/aGnp6fSQrkyGyAPgUCAmJgYdOrUCQ8fPkSXLl1IZiMlSpmRkYHa2lrk5eXRxisulwuZTPaOMu8tRW5uLt68eYOMjAwYGRm1yXxTT08P1tbW8PHxgYGBAQDQxhYul0vmhlQV3duI4uJi5OXlNauqtEuXLvD29oavry94PB5kMhkKCwuRl5dHKDGai9LSUtTW1iInJ4eMEy4uLkSg/PXr10hLS1Mr4M3n8+Hr60toPyjuXgAICwtTqDSl/MP6EIlEiI+Pb1agsra2Vu2KViaTSaPVUmb/tQ0GgwErKytIJBISvKXed3OErtsKNTU1ePPmDYYMGYKOHTsqta1isRiFhYWtov/R3sHj8ci4V11d/daOcw2h3XgHBQUFOHDgAIYPH05KtOVhaGiI48ePEyX72bNnIywsrNnXS01NxZAhQ2gTFgsLC8yZMwe3b99WWtLC5/Nx+PBhota7YcMG7N27t8FyW1dXV5IdUl5ejl27dr3jStMwOnTogKtXrzbId/dvAZ/Px7Rp0xAbG0uEyNRFa9ONdO7cGcHBwbRtDfFLczgc7Nu3Dz4+Pg0Owps3b8Yff/wBQLsCOCkpKRg0aJDKgd2PP/4Yy5YtA1CXhTRu3LgG9zU3N8e5c+eIEAWLxWpXyr5NITs7G8OGDcPChQuxcePGJvd//PgxHj16hPnz5yvlTu3duzfu3LkDFotFgpIDBgwgYrHv8PZCIBDg77//Rnl5Ob799lsAgLW1NR4/fozhw4djyJAhmDRpEs6ePduq7arva1CoH0x59eoVRo0apTSQIz+GpaWlYciQIbTfKZ5IZdi2bRsRU9H0OPb8+XPs37+fnLu9LWY3hYULF2L69Ono168fLVtVV1cXoaGh6Ny5MxgMBi5evKhRnu3m4Pfff8eff/6Ju3fvIjc3F8HBwc163snJyUhNTUXnzp2J70mhKb+nrSjEmkJ7a1dycjK+/PJL4suLxWIwGAwEBQURnviFCxe+FQJRenp6OHr0KC5evNior6Eu/v77b5w6dQpXr15FQEAArl27hnXr1uGHH37A2bNnYWtr22D//uijjzB37lz4+/u/o+l4yyAWi3H69Gml/llrIC4uDgkJCVi3bh0RuZMf9woKCmgCc29r+frt27fx5MkTLF68WK3jmEwmfvvtNwwYMID4xFKpFOfPn0dOTo5GbHxtbS2OHj2qtELk/PnzWLJkSZssapeUlGD8+PHIzc1t9Wu3BaiFvXHjxiE7OxsHDhxoFz5cc+x5dnY2wsLCEBAQoODXAHVVZ2PHjn1rv+d3UA9qB6O16URKpVK8ePEC1dXVtID0+PHj0b9/f5ibm5PVk6ac8J49e2LChAkA6jr1b7/9RhS0d+7cCXNzc/Tu3ZvW0Q0MDMBms+Hm5kaymExMTNCjRw+ixmptbY20tDTs378fDx48IM5rQkICVq1aRWuDt7c3pk6dCqCOFP3WrVvo3LkzJkyYgJiYmEazERqCRCLBo0ePkJub2y4GocYgEAiwbds2snpXn3NTHcTGxpKgnIODA6HjYDAYbZat0lYTKg6Hg169eilkSbVUDb617+Xhw4eIjIzEggUL4ObmRrY3ZHxYLBZyc3Oxc+dO3Lp1S+H3xnhYG0KPHj0wefJkAHWZCb/99luDC0ZSqRQ7duwAl8tVKmZYH66urliwYAH69etH+mhTAVQq40gbfVokEuHXX39FdXU1ZDIZOnbsiA4dOjSLL1oZYmJiUFlZCYFAgFu3bmHVqlXw9fVVyH6XR0ZGBkQiER48eAA7Ozsy1lJQxilNZVm1p2DG2wpvb2+EhIQAqHPsf/vtt1a7NqV7ID+JKSkpwdq1a0lpf2JiYqu1h0JNTQ02bdpEyi5DQkKIULE8jIyMsGrVKty+fZvwFZqZmWH58uW0LOiCggL8/vvvtLHJ3t4eS5cuBYvFgkgkwvbt20nVkFQq1bgDTrWL4sR921BRUYHr16/Dzc0NNjY2Sr99NptN/Ivmjg2q2nQGgwFfX18UFBRg3759Sveh7FFLhZupcynT4VClnZrA69evce3aNcTHxyM1NVUh69zU1BTLly9Hnz59WrVdmgLF/Z2amoq0tDQAIGX/QF3f6t27N6ECe/nyZbuinDAxMYGPjw8cHByID6GJxdr58+fD2NgY27ZtIwLlO3bswK1bt9CzZ08wGAwMGjQI+vr6SucjJSUluH79Ojp27AgrKyt89tlnjVa6hIWFaU3j4x2aB6lUinv37sHOzg6+vr5aH1uVHSeRSPDkyROlmZ/l5eVvVXVPQ4iPj4dAIMCcOXPUOk4mk2Hv3r2Ij4/HsmXLyNxB05pSUqkUVlZWGDx4MC1729fXl/Ar12/Xnj17yHiqDBEREbh+/TqAOro2dQLxf//9Nx4/fozi4mKtvv+MjAx8+eWXJAb0wQcfkIWZcePGwcHBodVE76jvp75eFIfDwQcffABzc/Nm6wtpol2qQCQSISoqCrm5uZBKpTh27BhiYmJQXl6usK+2fFWhUIjNmzfD398fCxcuxNixY0k8RZmGU3sDn8/HypUrkZCQgNDQ0LZujkagVmSQMibaDMKlp6cjNzcXXbp0gUwmA5/Px+jRozF//nwAdZ1TKBQ2Ofh4e3tj5cqVAOpKZXfu3EmC0YcPH4alpSUWLVqkNOjj7OxMnE4HBwfMmDEDbDYbTCYTtbW1SExMxE8//UQ7Jjk5Gf/73/9o20JCQjB27FgAdaUuDx48IOVGSUlJeP36NXg8ntLJJ0WMD/x/oJFyLmNiYpTSYLQ3iEQi/Pnnn6RUOTg4mASb1O1DCQkJZH8/Pz+4uLiQ35oKTFGOeWN9pjl9W939Vd23sf1kMhk4HA78/f1JyZo8qECdRCJpliPS1LVV+a2x/eQD5tHR0Th//jz69etHK7sTi8Vk8s3j8YhhEAgESE1NxcaNG2lGSiKRoLq6Wqnh4nK5YDKZRDm5Pry8vMg4kZaW1mj1gkwmU2vgd3JywhdffAEmkwmZTIba2loFRWdl16ipqaGVoNfU1GjEqRSLxdi7dy/5v7OzM/z8/GgLRMreo7xacmPvNiEhAW/evAGDwUBMTAxiY2Mxc+ZMhQxTZYiJicGbN2/g6enZ5ERaLBbTstL5fH6T538H5fDw8CD9PysrC3/99RdNMV3TkA+oyS/QcLlcQmewbds2rV1fFdTW1pIKCwBwd3dH586dSfkrZUf4fD6WLVsGPT09hIeHA6grH/7kk09oY3NCQgIOHTqEiooKMpZZW1vjs88+A5fLRU1NDY4dO9ZsCquGQD1X6nrLly/HixcvcOXKFY1ep7l+oTr7V1ZW4t69e9DR0SHZcfVRW1uL2tpa6OjogMVikcC7pm06ZWO7d+8Oa2trlaqyWCwW+Hw+BAIBxGIxLXCu7UVtTdj0wsJCwo+dmJioYCONjY3x8ccfw9jYuEFbVf9aLQlOKbNRLXmG+vr6CAgIgEgkUgiecDgc6Ovrw9fXF126dAFQR8VSUFBA8zm00a6mQAXM9fT0EBAQ0KwKQfnxlxrbWCwWeDwepk2bBicnJxw6dAilpaUQiUQIDQ2FlZUVFi5cCA6Hg4CAgAbPXV5ejsjISBgYGMDR0RFLlixptC2xsbHvgtFtBPkkCKlUSnxVqVRKkqfqJwuoO6dp7hxIJpOp1S9UEcbV5PepifOkpqbi9evXagfCZDIZjhw5gvj4eCxevLjFiSyNPRsLCwtYWFjA2NgYIpGI2MH64sIikQgCgQDh4eFKg9FSqRTV1dW4fv06iZv06dMH06dPV/n+L1y40Mw7bBhSqRQ1NTW0cT03NxcbNmwAUFd1Mm3aNBKMHj58OPr374/t27eTRbb6tIKahrL3wuFwsGjRIvB4PBw5coTYYMpOUz63KnP05rZDlXNKJBLU1tbi0aNHhNbl4sWLLWpHcyAWi8lCyYIFCzB06FAMHToUQF28kHqGrW3PVQGTyYSenh4WLlyIiIiIf2cwWn5VRpsQiUT4+++/YWFhQTLmKNy8eRMrVqygcT1rEwUFBdi7dy8CAgLg5uaGkJAQPHv2TKVjw8PD0atXLwB191ReXo7Tp0+TD9HGxgZHjx5FamoqIiMjacc+ffoUDx8+BABYWlpi/Pjx6NWrFzw8PHD06NG3Ihitq6uLY8eOISUlBRcuXIC+vn6z+5D8/gkJCSRL2sTEBJMmTWow45rFYmHChAnIzs7GmTNnGpwoaaJdmtq3sf2aOkfHjh2xcOFCXLp0iSYAoQqaGmhV/a2x/YYNG0a4hNlsNs6dO4cPPviAlvEgk8mQnp6OTp06ITQ0FHv27MGOHTswa9YsWrYShcePH6N3795KxS3WrFmDAQMGYPLkyWoJVWgaVVVVmDJlilIBFnkUFhZixIgRtP4sFApbJF7YEO7du4fnz59j8uTJRIhE2XtU9d0Cddmic+fOJX2psazo+sjPz8fevXvRr18/wkenDDdu3CDjKlCXUfIOLYe1tTWuXLnSbFEaVWBvb08EVkpLS3HgwAH4+flh8+bNWLlyZZs4pk3h22+/xaFDh3D8+HEUFxfj2rVrtN+tra2JrdbR0VFYHHF1dcXt27exa9cubN26tdXaPW7cOEJ/Ultbi+PHj2tlHGkN29kUampqMGXKFAQFBWHHjh0ICAiAp6cnjh07pvY9N9Wubt26oU+fPjAxMVHZD+vZsycePHiAtWvX4tSpU5gyZQrMzc1Vul5LoGmb/uOPP4LL5WLy5Mlqc7lrIhDdULu0+Qw/+OADLFiwgFDuAUDfvn3h4eGBY8eOkYyu1m4XUDepPnHiBLp06YJ58+Y16xwjR47Ejz/+iI8++ogIrk+cOBFfffUVERi7ceMGDh48qBL11ju8nZg3bx6WL18OAHj27Blmz57dZGaiunMaTcyBNHG8fHs0EWDSxHceFBQELpersUrF5kKVd3X16lXExMRgypQpNGFmCseOHcO6desaFJBPTExEv379aHOy2NhY9O3bV+OL8urgxYsXCu1qCkKhEGFhYSQmMWjQIAVRdk2hqb5qZ2eHhQsXQiaToaKiAlOmTAGbzcbIkSPVmsepgubY88jISMTFxSnNgm5vaAt7rgr69++Prl27KhWGfpuhcjDayckJr169IiIsbDYbNjY2DWawtWSAl0qlKC4uBo/Hg4GBAW2lr7y8XCEYbGlpSTIWKCjjoKFgbW0Na2trldonEolQWFiI3NxcsNlsJCQkqBzk09HRIYJHtbW1YDAYKCkpoTnxiYmJyMzMVBi0c3NzyYAokUiQmZmJnj17wsLC4q0RAmEwGESkTpN8YzU1NSQzUigUIiMjA2ZmZjAxMVHaBlNTU4hEIjg5OaG4uLhdDYQt+U5ev36N58+fw8PDg3AZ6urqgsfj0bIb28NqHgVjY2MYGhoiOjqaOB2Ghobk3WVnZyMtLQ3e3t7w8/ODp6cn/P398ezZM0IDUR+UoKAy2Nvbo0uXLgrfDJfLJRQSN2/eBFAXDBWLxbC1tYWbmxvi4uLI6q29vT0RFVOG8vJyPH36lLbYUVJSglu3boHBYKCqqgqxsbGora3FgAEDANSNLY8fP6aVeInFYrWFrpoLyvHVZN9gs9nkW1d3NVl+rNXX10d+fj4MDAzg5eUFBqOu9LhPnz5ISEhQeUHwHRrH69evcfPmTXh6esLc3JwmJFMfLRlHqGO5XC4sLS2RlJSEpKQkiEQiGBoawtPTE3369EFJSQkeP37crsrkamtrUV5ejqysLJSWlipMVIyMjGiZ0NnZ2TA0NISpqSmAOuERDw8P9OzZk3z7FLdxeno6kpOTtSK2V1tbizdv3sDLywtA3QSytcpJNQ2KIs3IyAgMBgN+fn60hS6JRILo6Gg8efKEjLlSqRSWlpbkPRQVFbXoOXM4HNjY2MDOzo6McQYGBujfvz+Sk5OJX2hoaAhvb29S2cPn86Gvrw9PT0/06tULRUVFsLOza1HQoa1suqOjI4yNjRX8/pqaGkRGRsLd3R3u7u6t3i5toqqqCsXFxaRaEqh77zo6OnB0dCSLHW/evFHqn2ga1LfAYDAgFApRXl6O9PR00u8pqLpIa2xsTMbf6upqREdHw9TUFJ6enmQfDw8PIsLcHKSkpChobHTq1KnBKod3UB+UbaFQW1vboEiuMtTU1KCkpATe3t5gs9kYMGAAkpOTkZ2dTURUNZlZ2V7QXu7DyMgIenp6b4X+UXl5OcRiMTIzM2FmZkYWVinweDyYm5vTtmdlZSE9PR1AXd+sP2errq5ucB7XWlDWLnlQNKnyi9CVlZXIycmBRCKBp6dns5I51K2wzs/PpwXtpVIpHj16BKFQiG7dupHYS6dOncBiseDs7Nxi/0cTsLa2VqhQf/HiRYuSK/l8Pnr06AEWiwWZTIanT5+qHOOh5uju7u6wt7dvdhtaE0KhUGPV0u0JDJmKdySVShEaGkr4jIyMjLBkyRKtr+IxGAyMHj0aPXr0AACcPHkSEydOpO0zY8YMHDx4UOE4alBPSkqCr68vKisrwWAwMHv2bDg5OYHBYKhliCi+NFW5nqdNm4ZDhw4BqBuIfX19FbJJqBL++qi/jcFg4IcffsAnn3yCXr16tftswE2bNmHZsmXYs2cPioqKtHotBoOBgIAADB48uMF9KLGmK1eu4MGDB1ptj7bB5/OxdOlSXLx4EdOnT8fRo0cxadIk8jtVtpWcnKzWeVvDwZw2bRrYbDb8/PxIoDc8PJy8u02bNmH16tW4efMm+vbtS4KZtbW1CAgIwNOnT9W63r59+zB69Gh4e3sjLy+PbLexscGTJ08QHh6OBQsWkO1SqRRLly7F1q1bMWLECMJntmLFikazgh48eICgoCAFx1/esZRKpQgODsbZs2fBYDBQVFQEX1/fNhPfGDFiBPz9/dUeB1sDQqEQu3btgr+/P86fP0/6gVQqxcmTJzFlyhSy7z/NKLcWqHfOZDJx4sQJvPfeewr7vHz5kiwKjRgxosXXdHV1xYwZM7B06VLs2bMHUqkU48ePx4kTJ4iT7evr264qf8aPHw8vL69GJ4n1vx9/f3+F5yXP4Uh9c19//TXWrVunNZEWFouFc+fOwd/fH7t27Xprg9E2NjaYN28ejdpC/ruvqqqCv78/Xr58Sd6TsbExHj9+TCpxzpw5o1SASVWYm5tj4cKF4HK5tKCMVCrFt99+i7Vr1wKoy5q9ceMGCdgymUyyP1UGvGfPHmL/tAlN2/RJkybB2NgY3t7eCn4dk8nE+++/j99++w2HDh0igYfWaJemcPPmTbI4TYGa2D98+JC2WFe/D547d05t/6Q5sLOzw9y5c8FkMlFTUwN/f388f/5cYXyq376GMGvWLPz555+QSqVIT0+Hn58fpk6dSqMqAoBffvkF//3vfwGARtOhCsLDwxEVFUXbtmvXLprvBdT5h2FhYe9sejNQP8iTmZkJPz8/lSsYqMXiO3fuwM/PD1KpFGvWrMHPP/+MhQsXEp7g9vjd/lOgp6eHJUuW4OzZs5g5c6Zax3p6euLhw4fg8/mQSCTYv3+/1ucWDAYDPj4+GDNmDG27Mr7qDRs2YPXq1VptT2tAmR8olUoxevRonD59GmfPnm2Rn9EYKJq4vXv3KlQCM5lMDB48GOHh4SSuJE/1evbsWa1RIKlqz0eMGAE/Pz/atgULFijE79RB586d8fDhQ+jp6UEikWDgwIG4d++eysczmUxs2bIFH3zwAYD/p+loz+Dz+Vi8eDGuXLlCNK/aM1Sx5yqn2K5YsQIvXrwgJ+XxeBg8eDAMDQ0hk8mwY8cOZGdno2/fvmCz2RrlYmroRgwMDPD555+jZ8+eSjO0ZTIZoqOjERsbC4lEAicnJ3Tt2hVmZmbN5lbr378/9PX1FT6o+Ph4wsdqYGCAzz77jNYuc3NzrF+/Hjdu3MDRo0fJcapOQmUyGS5cuIC8vDxaUK29wcXFBR988AFZpW8Np1ImkyE1NRVisRi9evVSSg1ATf7/SY4UZWyUPePo6GjExMSgb9++Kk8YWuvZUO3u27cvpkyZgs6dO9M4raRSKbZu3Yr79+9jxYoVuHLlCi5fvozp06dj7ty5AOomfvXL5ZXh8OHDuH//PsrKyuDt7U2Ol0gk2LBhA549e6bwDVJZuMuWLUOvXr2wadMmElDYunUrmWQPHz4cI0eOBNCwoKqyc1O82YaGhvjuu+9w9+5dHDhwgLZfz549MWPGDAB1woobN25UyCxqKeQX7FSFra0tvLy8EBMT02QpW0szaetz6VdXV2PDhg14/PgxAGD27NlkkfIdmg+pVIonT57A2NgYAQEBSseLjIwMhIeHw9/fn2SaNgcvXrzAxx9/jMjISPJu4+Li8PHHH2PWrFk0Sq62AsWDSpWf2tnZNfmd1B+DMzIycOnSJURFRUFHRweffPKJUi5ubYgVykMikWDHjh2IiIggWcXtNRDYGLKzs/Hpp58q/W3cuHE0wWvqeVZVVeH7779HQEAAFixYgG7dusHMzAz37t1rkru/Pnr27Ak2m41Vq1ZBIpGAyWTiww8/RIcOHRSEg6lxlcViQSAQYNOmTTAyMsJ//vMfsr21oI33bGRkhB9//JHYo927dyMhIQFSqRS3b9/Gxx9/rFDR2Brtagmob2LEiBEYM2YMNm/eTAQKqcXw9evXo1evXuQ91tbW4ueffyZB+V69emHQoEGIjIxUu38pQ69evWjVfmKxGL/++ivu3LmDuLg4jB07lizYA6rPJerj0aNH+OijjwDUZTxSWe4ff/wxli5dqlByTolnq9OP5QMjFI4cOUKCNt27d8e8efMwZ84c9O7du1n38W9H/fdR///K3qU8UlNTkZqaiufPn5M+zeFwMGzYMBgaGrbq/KC9jQ9A+21XfaSmpuLly5etttiZnZ2N8PBw9OjRg1QMKfOXhg4dCh6Phy1btiitLu/QoQOWL1+Oc+fOEbqg9oj64xiPxyPxHiaTiW7duhENpPz8fI0GgN3d3eHo6Ii///6bFozmcrn473//Cz8/PxqlhPwYEB8fj0uXLtHO5+3trZHqlKa+C1NTU/Ts2RNOTk4K41JLvqn//Oc/6N27N3R1dYkf9vHHH9OSlShkZGRg69atCu9PKpXi+PHjyM7OxmeffdbstqgCTYwhnp6ecHZ2VkqP8zZD5WD01q1bwWazSTmqqakp/Pz8oKenh5qaGmRnZyMuLg79+/dXoAhQpeS2OQThFIm3tbU1Ef6SSqXQ09MjipjPnz9HXFwcWCwWHBwcaFyj6raFxWLB29sbHTp0wJQpU8DhcMBkMlFZWYlz585h79694PF4sLS0xOLFi2mKswYGBliyZAkYDAYtGK0O7t+/j/v37zfr2NaClZUV5s6dCxaLhYqKChIs1XZ5V35+Pl69eoWOHTuCz+eDw+HQriMWi1FdXQ2JRAIulwuRSEQLILSGo6GKWJB85pwyUCIjlZWVZDJYU1NDK0uRyWRISEhAbGwsAgMDmxRvVLV9jbVLHTCZTOjr68Pf3x8ffvghgLqgSVVVFREaPHbsGF6+fIm5c+fi9u3b+OOPP3D//n0SfHzz5g2ioqJQVVXV6CTs6tWr5O+OHTviww8/BIPBQG5uLnx8fFBYWNjgscOHD4eDgwO2bNkCgUCAsrIyHD16lGTWGxkZkWA0i8WCgYGBUmHFhqCrq4sFCxbA1NQUJ06coP3Wo0cPMkHMzMzE/v37UVhYiNraWujq6oLJZDZZckVx1zbWBnVhbm6OXr16IScnByUlJY2O7ar0lYZEIihIJBKUl5eDwWCguLgYe/fuxatXr2BgYIDRo0e/FavC7RXydjolJQUmJibw8fEh46c8CgoK8OrVK7i5uUFfX19hfFUGZXY0JycHp06doi2spKamYuvWrfD3928XwWg2mw1vb2+1+M7r49WrV8jPz8fhw4dhYGBAvmUK1HinjUxlKpOTeuYREREwNjbGvHnzoKOj0+wxviE73hoibUVFRQgLC0N1dbXCM6No2urbAYFAgAMHDuD169eYMmUKHB0dYW1tjbi4OHKvlFiu/LXqb2MwGHBwcEBNTQ127NiBmpoasFgsjBo1itCwybdJIpGgoqICLBYLVVVVOHjwIGxsbDBjxgwyJnO5XCKwqO6zUOdZa8Om6+vrY/HixeQckZGRyMjIQFVVFeLj4xEfH4/Zs2cTkWllbWgtX0PV50Xt0717d/j5+eHEiRMoLi4mtlMsFuOvv/5CVlYWZs6cCT6fD6FQiIMHDyI1NRUAsG3bNgwZMkSBrqs5YDKZ8PT0pJUOC4VCpKenIzo6GteuXYOZmRm8vLxU8u0aw4sXLxSoweLj4/Hs2TMEBweTACYlaujp6QkHB4cGz6fq2HDt2jWSUDB27FhMmjQJffv2Rd++fVt0P/9WlJeXg8Ph0KqVuVwuqeQYM2ZMo9Wj9+7dw+3bt5GRkUFoI1ksFlnoo96lWCwmfY4Sc9Xk+K+O39iaAeLmtkvV74HNZpN3xeFwYGBgoCCm1xgou5OVlYXY2Fgyx9W2PS8sLERhYSEcHR0JRQUlICwPPz8/dO/eHefPn0dhYaHCvMTW1hbLly9Hbm5uuw5G1weloUDROLq6upK/nz9/jsTERJXPVT8uQYHqE46OjvD394elpSUtGM3n8zFnzhx06tSpwXOnpaURbRM2mw1dXV24uLgoDUar2m9U2Z/D4cDMzAy9evVSug9FxyuPxvo9NW9hMpkYO3YsgoKCaIKrI0aMUPCBgbr42bZt25TGC27duoUnT55g+vTpSq+pLhp6Ho19V02NHRRcXFzg4+OjkXa2J6hFPjxy5Ej8/PPPAOo6mKGhIf7++298/fXXyM3Nha2tLebNm0cj1n7z5g3+/vvvJh0m+dWc5uLTTz9FQkICzpw5g5ycHFy/fh2VlZUwMjLC/PnzoaOjo9J5mmpLTk4Odu3ahUGDBsHe3h5jx44llAg//PADJk6cSCYp/zbExMSgZ8+eJLt05MiRMDQ0JL9r03GQSqU4ffo0bG1tMWnSJNoKXGxsLGbMmIFly5Zh/vz5CAsLo60ct4ZD09g1VO3/QUFBsLa2xoQJE0iG7hdffIEffviBtl9eXh4sLCwwd+5cZGZm4tatW1pru7qwt7fHrVu3aAYoIyMD48ePp2X9v3jxgvDI1seHH36ISZMmYcKECWQyqEnIZDL85z//wc2bN1FTU4O//voLly5darDszcvLC1FRUTRH4sGDB5gzZ06TE9MhQ4YgOjqatk3+m7G1tcXNmzfx119/4dtvv8X27dthY2OD8ePHN5gtzeFw8Ndff0EikWDq1KktnrDWx/Dhw+Hn54ewsLAWZYHVzyisvy0yMpJUoUgkErx69QqDBw/Gb7/91iIOy3cAlixZQv42MDBAZWUlDhw4AC8vLwwaNEhhf5lMhjNnzsDa2hohISFNahcoe599+/bFl19+iTVr1uDvv//W0J20LlR1xhkMBsaOHQtzc3OFbJCEhASEhIRohY7EysoKZ8+eJcH0s2fPIicnR2lmdv32qvp7Q39rAwwGA127dsWDBw+wdetWbN++nfb75s2bsW/fvgZFrW/dugVfX19s2LAB48aNw4wZM8iEJDw8HCkpKbT9L126pKDhERoaSjJkgbqxaN68eSQ75c2bN2Tfp0+fEh9IKpUiOzsb2dnZ6NmzJ7799ltMmzYN06ZNI8LO6j4LTUFT5/r111+xdOlSjBs3TilnsrrXact73L17N1asWIFffvkFlZWVmDZtGs12Pnr0CH5+fvj6668xbtw42rHff/899u/fj0OHDrVYI4XBYChM0Ovjt99+w59//kkyuLWNbt26YfHixU22qzljw7Vr1+Dr60v+ry7F3DsAvr6+GDduHJmjGxgYYO7cuSToFx8f36iv3FTlHfUuIyMjSbank5MTxo4d2+w2NzeYrIl4QWNt0GS7VP0eBg4ciC5duoDP5yM4OBjR0dFYvnw5Ll++rNK1U1NT0bdvX8ybNw9LlizBiRMnGvUvNG3PL126RHyMbt26KXCYA3VB0AMHDuDx48cICQlpV9ogzUVlZSXGjBmD4cOHY8eOHbTfXF1dycKtKjh9+rTS8dzMzAyTJ0+Gvr4+uFwuQkNDafMuJpPZ6AJhfQwdOhRbtmzB3bt3ifCiPFSJVagCNpuNKVOmNGoPv/32W3zyySe0bStWrFDqGxkaGmLatGlk0ebp06dISkoiv0ulUpw4cQLGxsY4duyYyjE/oK6Sbty4cXB2dkZQUFCLxhZtjB3/dKgVjDYwMFAQJykvLyfOfG1tLR4/fowuXboQQUEmkwk3NzcUFhaqzLXcXNjY2KCsrAyZmZnIy8sjQSwWi9Wi0uL6EIlEKCkpQXZ2Nmpra5GSkkLI5K2trWmq2xSo0rd/uvBWbW0tUlNT0blzZ7i6uqpMEaEplJeXK1UZrampQUpKCgQCAUxNTeHi4oKCgoJ2TXmiDKmpqcjKykJSUhL5nhpSH2axWDAxMYFQKISbmxtyc3M1TvXQFJQ5dRwOh6wcy2QyPHr0CDExMUhKSqIZWKFQSJzn+oEUc3Nz6OvrY/DgwWRMev78uVLDWh9Pnz7Fs2fPGsxKzMrKwqVLlxAXF0fOV1paShYvDAwM0KdPH9pYqKurCzc3N4Xz1EdhYSEuXbpEeybW1taNrnSKRCKkpqYSWgw7Ozt07twZI0aMQGJiYoOChw4ODhCLxS02aFZWVuByubh79y7EYjF4PB569OgBc3NzuLq6kswIbaC6ulohWKSvrw83N7d/laHWBuovmEqlUpSWltIyVvT09DB06FAybjx8+BC1tbVwcXFBZWWlSjbd3NycBEZtbGzg5uaGgIAAUs3x6tUrxMTEkAmuKosbfD4fAQEBJMj78OFDlbkxGzofVVqpo6OjNsVAQ33R0NAQurq6SEtLI2WE9vb24PF4cHNzI76EJsFms+Hi4gIzMzPIZDJYW1vTgoQtpc9pi+9OR0cHbm5u6NWrF1JSUnD//n2acJx8MLg+qqqqkJKSgsjISBI8trGxQffu3eHo6Ej2y8nJQXx8PAoKChT6tbJ+3lAQUN4HcnBwwKtXr0gb7t27B0tLSwQEBIDJZCI5ORlWVla0xcf2jIKCAvD5fDg6OiI/P59ol+Tn50MqlcLIyAiWlpZa15LRFoqLi5GSkoKUlBSlgZKamhqkpqbi/v374PP5tLHy9evXZA5UX9BLHj169CBVk1lZWUhISEDPnj0bPSY5ORmJiYkoKysj25rq9+pCvsw+Ozsbz58/p/3O4/HUnkdVV1cjNzdXKWWAp6cnrKysEBkZSb6Pd2g+3NzcwOfzSSC/qqoKRkZG0NXVJQtp1GJac0C9y7y8PDIe2tvbw83NDQkJCWQx0MrKilQwCgQCREZGEtHN+mgPPpyq9lzbdlNfX5/Q8hgYGEBfXx/6+voqX0MoFCItLQ3x8fF49OiRSmKqmrTn8tfLy8tDcnIy7OzsSDUQ8P9VRsqC5CUlJQgPD29Ua6A9QiqVIjMzE7GxsQpzO3nweDwEBATQ5rLV1dWIjIyEWCyGTCYjc5v6MDExgZmZGfF35f0WeRQVFeHRo0cA6vzAgIAA8vy9vLyIjklgYCDc3NxQUFAAqVRKfCP5av7mgsfjwc7ODgxGHS3qixcvyJjUtWtXouFBwcrKilw3Pz8fT58+RUVFBXR0dBAQEACBQED6i76+PszMzMgzrD+mSaVShYxqqVSK+/fv4+HDhyQxjMlkom/fvhAKhUTLgHqPTSVtvIN2oFYwuink5uZi4sSJJLMAqBORCQkJwZ07d7RaesFgMLBmzRqUlpZi9+7drRJ0i4qKQk1NjUpl8IWFhQgJCdF6QL69YNGiRVi2bBl2796tUYdZE2Cz2Rg9ejTS0tLw119/tXVz1MLmzZvVFsnp2LEj3N3dcejQIYWML3lowzFUpZR/9erVKvE/14eOjg5tJfqDDz5QyJpThv/9738ICwtr8PcLFy40mrHm4uKC06dPN4uz6dGjRxg1ahRt2+TJk3H06NEGn9Xr168REhKCkpISso+9vT1OnDiBTZs2aZ3nKiAgAGZmZli1ahVev34NBoOBU6dOkdLax48f4+LFi1ptwzu0Dezs7AiFDCUOUlZWhqlTp+LRo0cq2XRfX18aPRaDwcDy5cuxfPlyAHWixJMmTWpUIFRZu44fPw4DAwNIJBIMGjQId+7cUfPu/h8UjYImQX2rFL0PUOcEz58/H+7u7jh79izWrFmDdevWafS6qrartY/VBGbNmoXJkyejT58+anMxbtq0CZs2bQIATJ06FUeOHEG/fv3I7/v27UNoaKjG2rpgwQIsWbIE/v7+ZMFw+/btOHz4MJ48eYKcnByEhobivffeg7e3t8auKw9Nv6+7d+8iNjYWS5YswZUrVzB//nza735+fgr2rTXapUmIxWJCH9YQduzYoZAFB9QlQ8yePbvB4yjbSWVVX7x4EcuWLUN4eDiGDh3a4HFHjhzBN998o+IdNA9fffUVadeOHTuwbNmyFp/z9evXOHz4sNLqsA8//BDjx4+Hj49Pq2V3/5Nx8eJFxMXF4fDhwwq/aeJ7U/YubWxsMH36dCxdupSMnePHjyfZ2QUFBVi9ejWsrKwwYcKEFrehLfG22M2///4bJ06cwLx582g0P8qgrXYlJSUhOTkZs2bNUpqcpwzPnz9XEEJ8m/Dw4cNGbZ+9vT2ePHkCCwsLsq2goACTJ09GWVkZmEwmIiIilFYlqoqnT59i9OjRkEqlMDY2xpMnT8jzX7FiBVasWEH2ZTAY6NevHzp06ICVK1fC3t5eqYi5KpDvR+bm5pg2bRqYTCaqq6uJwC5QR2XVmF25c+cOQkJCANSNLYcPH0Z+fj5Onz6tcjuGDRsGa2trErgXiUT48MMP8eTJE7Ifj8fDjh07UFBQgKFDh74TzG0H0GgwmsKVK1ewePFifPbZZ7CyssKdO3c0ruq6cOFCBAUFkYwSKsMyKyurVRXj33ViOtzc3PDZZ5+hT58+bd0UpTh27BjS09OxZs2atm6KWrCysoK/vz8eP36scjC6sLAQH374IVnps7CwaDSAqs2sNwcHB3h7eze58jp8+HBMmDABGzZsoJUUisVi/PDDD/D398fnn3+uIBoFNO1YPXr0CIsWLVJQdW8M1tbWWLNmDa3ch81mIyIiAp06dWpUEKZLly7YvXs3Dh8+jOvXrze43+PHj7Fo0SIsXryYJsQlj/rjTGP3Onr0aIwfPx5OTk6QyWTYuXMnpFIphEIhfvzxR7WrAXbv3o2ioiKSyVqf0zMzMxNnzpwBULdyPWDAgCYpHJoCm83G4MGDkZWVRXjO9PT08PXXX5Osm+joaOTm5raoTPQdFHHr1i2cOXMGH3/8MTw8PMh2JpOJL774AkKhEBwOh/DzR0ZGNiqWQ2VI1N+m7G9V8erVKyxfvhzBwcEa5Q3X9qRRKpXizp07sLW1Rb9+/TB+/HjY29vjxx9/1JiPVFJSgo8//hhDhgxpNDD2NuLMmTM4c+ZMg5QcqiIqKgoLFy6kbZMv99QUlPWn6upqrFy5kmTEx8TEoKCgAEFBQRoXpdGmTQ8ICMDu3bvx22+/ESG6jIwMnDt3Dn369KFNuluzXc05v6GhIQIDA5Gfn4+bN29qtV3btm3DuXPnAACJiYmQSqX45ZdfcOvWLaxZs6bNhIl+//13PHjwAF999RVpKyWYuGbNGqSmphI7b2RkRPRIlIHJZCIwMBC2trY4ePCg0n2U2YV3aD7OnTvXaslOPB4PX331FbhcLhYvXoy7d+8q+Gfy79be3h5jxozBo0ePGqzkfIe6hevvv/+eVEDUp+9TFe0hLiGTyXD//n1SPePm5oauXbu2cavaDsXFxVixYgUGDx6MefPmAagL3G7duhWXL1/GkSNHACj3GbKysrBu3TqIxWKw2WysXr2alh0tEAiwdu1aREdHEwoymUxG6wcNVQCYmJhg8+bN0NPTg5OTE6KiolSmj6PsprxgpZ6eHphMJk6cOIHz58/T5psymQzV1dX44YcflFbTpqWlAahLYHF3d8etW7dIsqcqtoLap7y8HBcuXECnTp0UFkMmTpyI0aNHw9bWtsVj0dsiavo2oNkRA4lEgrKyMqUiWs+ePcPz588xZcoUcLlcxMTEqMxZ2tTL5XK5MDMzI0Gr0tJSCIVCcLlcJCcnt2qpF9VWHo+HmpqaVg2Ct1dYW1tj/vz5YLPZGlEUbylkMhnKyspIIC0qKgoJCQlYvnw5eDwe+Hw+BAKBxjl1NQ0jIyP4+PioxUVeUVGBQ4cOAagbpBcuXAgXF5cG30t98nxNgcfjwdramjip9WFoaEjKP3v16oX58+fjwIEDtGA0xQeem5uL+fPnk/J3dZCbm4tTp04BgNJyU6lUirKyMnC5XEL14uzsjLlz55JVXqAuEEZl1FMTbjabTRTHqT6no6OD9957D/Hx8YiJiUFZWZlS8YT09HTs3bsXQ4YMaTAYDdRlghsYGNAoBHR1dRXuJSAggJaxRv1dXV2NvXv3kiAIm80m5ZtMJpPwcFFgsVjgcrm4ffs2yULkcrkwMDAAl8slNiAjIwMxMTEA6pyroUOHgsVikTLn5ohusVgseHh4gMvlkmC0jo4Opk2bBhsbG1IunZiY+C4YrWG8ePECFy5cwPDhw0lpLY/Hg56eHkaPHk32s7a2hoWFBWJiYhoNRguFQqXVQwwGAzo6OsSmNzSBor5L+d/Ly8vx559/QldXF4MGDVJLCI76VinU1taSxSZtjH/1z/ny5UuUlZWhR48e6N69Ozw9PXH48GFUVFTQhGibi6qqKjI+jRo1CkKhUKO8mK0NHR0dEqCLjo7GgQMHWnzOtLQ0MvHRBHR1daGrq4uysjLiS1RXV6O4uFjBtxAKhTS+9MzMTBQWFqJv375qBSJVeX/asOmUzXB2doa7uztOnz5NgtFFRUUoKiqCp6dno8Hohtqlqbaqew4ulwsHB4cWiZaqCnlRZQoUd/nixYthZmamlGquNdqVnJyML774gtau5ORkLFq0iGbnLSws0KNHD7LozOPxSECCw+GAx+ORhUzqXdcHRfPUmAD1O6gO6t1oC0wmE7q6umCz2TAxMcHUqVORlJREKvNMTU0xdepUEiSrqKhASUkJpFIpEUdOSkpq1WB0a9hzTUIgEODSpUvIzs5WiWajvUOe+53L5cLZ2Rk6Ojpgs9kwMzOjxUzEYrFG/J/2iurqaoSGhoLD4ZBgtKGhIWbPno3y8nISjBaLxSgrKyM+N1BnV/fv309iXSEhITQbUVVVhaNHjzaLa19PTw8zZ84EUNe309PTUVJSgrKyMjIHBEBiXfIwNTWFt7c3LflIJBKhuLgYt2/fJguRlM/N4/GI/0P5X3p6esT/lkgkhPKyc+fORPxR3e+tpqYGT58+BZ/Ph7W1NQwMDGBoaIjy8nJ4eHhgzJgxkEqlSvsbi8UiAsWqat1R0IawN+VvUaKmDS0Av+1odjA6Pz8fwcHBDWbzUGJHTk5OagX6mnp5gwYNQkxMDExNTVFUVIQRI0bA3NwcwcHBKtFlaBLUZHrmzJlISkoi2Q7v0H4gEAgwdepUpQsi9vb2WLx4Ma5du0ZWb//JGDNmDAl8KAveaMPJogwdpbJcHwwGAzt27CAB8qbEcWJjY+Hn54fVq1fj/fffV6stw4YNa5TGIysrCyNHjsS4cePw448/Avh/1eE9e/YQkUipVIrKykrs2bOHGFFfX18cP34cbDYbNTU1mDhxIsm0W7FiBe7evYuRI0ciMzNTrTbLY/LkyVi3bh1tkj9r1iyFYGxD/KNsNhshISFkMkA5BkeOHIGJiYlCiVaHDh0wevRoREVFkWD06NGj8euvv8Lc3Bx5eXkIDg6mrXwbGxtjwYIFePnyJW7fvg1A8wJW6enpOH/+fKvzn/+bIJPJ8P777xPnc9GiRfj666+bda579+7h8ePHCtt5PB5mzJhBbHpDyMnJwciRI5UGvENDQ3HhwgW1OMt79OiBo0ePgsViQSgUIjQ0lEz8Wouq6PXr19i9ezf69u0Lf39/HDt2DHfv3kVISIjGgjOnTp3CrVu3MGzYMKXiNm9DIJrJZGL8+PGws7OjZd+0N7z//vt4//33MW7cOFKS+ssvv2DXrl1aEakEVHt/2rDpVVVVOHjwIDw9PRullmhOu9qqT758+RK9evXSOH+7OsjIyEDfvn2xZMkSkp3cHpCZmYmAgABa4tGbN2+wZ88eAHWT96lTp5KqN39/f/j7+zcZUP/++++xceNGrX0f76BZ2NraYsmSJQgKCiK8541Vk3z55Zc4ceJEm9I0tgX1YEtgZmaGK1eu4MSJE/joo4+0dp22QExMDF6+fIkpU6aga9euChWqjx49wpQpU9p9Ypi2kZaWhjFjxmDOnDlYvXq1wu9CoRDTpk2jJSXJZDKNjaMjRoxAx44dERwcDBcXFwwePBhA3dxu+vTptOuyWCyF4GhsbCwmT55M++79/f1x+PBhmJqaKrzf7777DlOmTAFQV5124cIFGs94SxAdHY3nz59j69atSEtLw6RJk7Blyxbs27cPQF18qP5CqaOjI6EhS0hIUOt62hAfpOboPXr0wIEDB95aPY6moHYwWiaT4cGDB4iNjUV6errSzGgKVVVVjf6uKvLz8/Hy5Uu4uLiAz+eDz+cjKioKcXFxSEtLg0QiabMVNSaTCQMDA1hZWaFLly4KQTf55/VvyJwuKirCyZMnycTR0tISfD6/0bJaTa4gKTtPQUEBEX8D6lYeIyIiiJjkkydPkJGRgQ4dOrQ78nomkwkXFxew2WycOHGiRcFMPp8PDoeDly9fQl9fX4Eyo6VZVPWPtbOzg5WVFUxMTKCjowOZTIZ79+4hPz+fds3AwEASLElKSkJERESD5YZCoRA5OTlKv3dvb29MnDgRQN2Yce/ePYX7t7e3R1RUlNL+WFVVhZEjRyIwMBD29va4c+cO6TeRkZEKvIZdunRBp06dcPPmTbx69QoymQzx8fGIi4sjYoyBgYHo3LkznJ2dMWrUKDx9+lShXQYGBrC3t0dFRYWCaBBQR7fi5uYGMzMzVFRUEOGuhlBRUaF0kVAikYDD4dDGqNraWlRUVEAkEpFVaC6Xi8GDB6NDhw4wNDSk8ao6OzuTTOXCwkJkZGTQxnhqPGwow68l/UsikSA5Ofkfn0HRXlBUVET+fvToEY4fP650PyMjI3C53Ab56BsSTqqtrUVSUhKsrKxgb2/fYL+QSqUNBiIrKytVziBiMpkYNGgQevfuDUdHRzCZTAgEApiYmGi1rFVZn6eyMgQCARgMBqytrRtVHFcHurq6GDx4MFkoayjbUxtZHMrO3RJIpVJERUURB5wao9oCBgYGGDRokFIKIqpPBQcHw8LCArdv30ZZWRlNcA6os1GUeK88WCyWViYZmrbp1LaKigqyGBgQEEDG++LiYrx69arJQKQ22tXYfo3t7+TkBF1dXeTm5qpVYaFpiMVi5ObmKh1rlfkF2kB1dTXOnj1LWxyk2iUP+awyJpNJCzDweDyVBDlLSkraNPj/DuqBzWbDyMgIMpkMpaWlePLkSaOUd2/evCGJCtnZ2Thx4gSioqJIX+rQoQOplhQKhUhPT38rsuS1mRnNYrFgZ2enVgWsMlAZrkKhEB06dGhxezVxz0KhkIix19TUKLSrJXPbtwmZmZkK4ztFvXnnzh0YGxsjIyMDUVFROHnyJAYMGKBwjvqBZxaLhUGDBqG2tpZop4hEIoSHhyv1K+3t7dG7d2+l7Xv69CmePn2KkpIS5OXl4fnz5wgMDISlpaUChZWxsTEGDhwIFosFiUSCGzduICUlBX5+fjSf2tPTEw4ODmAymSSpRF9fHw4ODuDxeGROKxaLG0xcA1Sz5/IQCAQQiUQ0f0WZX9a9e3ciHNmjRw8YGho2KmLeGNT1TRpDQUEBXr16hTdv3iArKwtXrlyh/f7gwYNmtbE9olmZ0Rs2bFCZUFwToFY3lixZQjrqli1blAo1tBXs7OwwZcoUBaVQANi4cSOhB/in48WLF4SAXl9fH48fPwabzW5UKFBThl3V8wgEAoVVZx6PhyVLlrS7YDSHw8HIkSNx584dIi7TEpSXl+PEiRPw8fFRmtWkSZGOPn36oGvXrrTt69evp4kDMhgMREREYMiQIQDqOEE///zzZl1/wYIFWLBgAYA6EcKGxDA2b95MBMXk0aFDBzx58oQ43N9//32jwoqTJk3Cl19+ib59+5Jtf/31FzZs2ACgrorj2LFjhBtx27ZtuHjxIo3qAKjj0548eTJyc3Nx7NgxpdeihDEa+r2lyM/PJ6XjpqamWLduHQkQfvTRR+R7OXToUIs4elvSv4RCIc6fP9+os/IO2sH58+dx/vx5he0cDgeRkZGwtbXFvn371JpMCoVCXLhwAZ07dyaZEdoEl8vFpk2b4OXl1aoZmK2d7WlmZoYDBw4Q+p7Dhw8rpS/TRhaHps8nkUiwatUqjWuONAf29vYIDQ1tMGuHwWBg48aNiIyMRFBQkNIMr0WLFimt6KmursaOHTu0UpqtTeEtBoOBlStXkv8/fvy4UfHf1mpX/f0a2p/BYGDQoEEoLi7G119/3abBaArnzp1rsyrLwsJCzJ07t02u/Q5vB54+fYqHDx9i586dKnNU3759m1TKUVi0aBHxJYuLi7Fr1663ImHrbagokslkuHbtGmxsbLBw4cIWl/Zr6p7l27VgwYJ/LOVAY7hx40aDwt/fffcd+fvMmTO4cOECbt++TdMsUgYdHR1s2bIFubm5GDZsGOFmbkgscMqUKQgLC1P6XuXn6KmpqUhLS8OiRYtgZ2cHPz8/GgOBj48P7t+/DxaLBbFYjM8//xy6urq4efOmwqJ9/WvZ2tpiypQpKCwsVHle25Q9VwapVIqrV68iOzu7waSTBQsW4IMPPmiwrepAXd+kMcgv+D158kSj+jjtDWoFoyMjIzF9+nQ8evSo0f3c3d3RrVs3mJubt6hx8hAKhbh06RKcnJzQu3dvLFu2jAR1ysvL21wUQVnHioyMxLZt25p8Xu/Qtpg/fz6GDRsGd3d3FBUV4f79+23dJILq6mp8/PHHDWYdqgqZTIYff/wRurq6WufytrOzQ69evWBvb4+SkhKsWrWKZNHUL8eXyWRYt24d9u7dC6BuMUNVCAQCrFmzBkZGRli9ejUte9LHxweHDx/Gjh07iBP84MEDTJ8+vcn32xDHIQUnJyd8//338Pb2VqmdDRlQLpeLIUOGwNraWqVJvzbA4XAwYsQIMgnw9fVFx44dYWpqSms39R4pug6gjh96/fr1tCw4Kiva3d0denp6uH37drPKNEUiEa5du0bLon+Hfyby8vJw8uRJ2rasrCzihFVXV2s0SFdUVIQ7d+5AJpMRyp1/Cj766CMMHDgQ+vr6ZBwLCAiAi4sLrl+/3i6CbarixYsXiI+PbzVRLnlYWlpi3bp1tMCzoaEhdHR0kJSURKqqlKGwsBDjx4+n2RBLS0v069cPPXv2VDqW6+joYNSoUUhPT1dLYLctkZGRgRMnTqBv376wsbEh29+GYA3w//MUMzOzNuljzYWbmxu++eabBgM51dXVWL16Na0aUF0MHjyYLOzLQyKRYO3atXj58iXZRlWcUOJklM7AO/w7ERUVhV9//VWhApCCubk51q1bh+7du781Y8XbitLSUpw8eRKenp7o0qVLWzeHID09HbNmzaLZyKKiorciM741IZFI8M0334DJZDbquwkEAnz66aeoqalRqcqPmgsrQ0NzdGWxg4yMDMyePRtMJhNSqRQZGRno3LkzAOV+wNOnT/HixQsEBgY2K7CsLfxfe3ev0koQhnH8WWIhSvAjQRQbg6gpTCFaiHgBVhYqylZ23orXYGmnjQFBC+9hC0XBWIUQbRSNFqZwQ05xMGTPbrL5mvVE/r9KwmSzZDFv5sm+M8fHx77Pq8nJyUj2kGhmf39fBwcHXdfzftBWGJ3P51sKxRKJhDKZTOi4sA1M6v+uVCrK5XKyLEurq6taW1ur3ZF4c3OjbDYb2nZqejmIf+XzeZ2cnHT9er9JUJtFu60XvbayslK7m/v+/v7Hw+j69+Pr60vn5+dNNwhrVaNfYzs5r2bXaWRkRIuLi7IsS4+Pjzo7O/O0/PfqvFzX1cXFhaampnxra01PT8u2bV1dXdXC6EKhoEKh0NFr1RsdHdXu7q4GBwe7CvZjsZgWFhZ+9E7fWCym+fn52vXc2NjQ0tKSb1y5XFY2m/UUxOHhYW1vb2tsbMw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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from taufactor.utils import flux_direction\n", "figure = flux_direction(img)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Therefore, to solve the simulation in the y direction we can run" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Tau in y-direction is 2.0766\n" ] } ], "source": [ "import numpy as np\n", "\n", "s = tau.Solver(np.transpose(img, (1,2,0))==0)\n", "tau_y = s.solve(verbose=None)\n", "\n", "print(f\"Tau in y-direction is {s.tau[0]:.4f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Other Solvers\n", "\n", "### Periodic solver\n", "\n", "The periodic solver applies periodic boundary conditions instead of mirror boundaries.\n", "\n", "```python\n", "s = tau.PeriodicSolver(img==0)\n", "s.solve()\n", "```\n", "\n", "### Anisotropic solver\n", "\n", "The anisotropic solver accounts for non-cubic voxels such as commonly encountered in FIB-SEM stacks (different spacing dz in cutting direction). If dz is twice as large as the pixel resolution dx=dy, set the `spacing=(1,1,2)`.\n", "\n", "```python\n", "s = tau.AnisotropicSolver(img==0, spacing=(1,1,2))\n", "s.solve()\n", "```\n", "\n", "### Multi-phase solver\n", "\n", "The multi-phase solver allows for more than 2 conductive phases per image. The conductivity of each phase is given as an input to the solver along with the phase label\n", "\n", "```python\n", "# assign conductivity values, where key is segmented label in 'img'\n", "# and value is conductivity\n", "cond = {1:0.32, 2:0.44}\n", "\n", "# create a multiphase solver object and set an iteration limit\n", "s = tau.MultiPhaseSolver(img, cond=cond, iter_limit=1000)\n", "# call solve function\n", "s.solve()\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Metrics\n", "\n", "Metrics can be calculated using the metrics module\n", "\n", "```python\n", "from taufactor.metrics import *\n", "```\n", "\n", "### Volume fraction\n", "\n", "Volume fraction is calculated for each phase in a segmented image:\n", "\n", "```python\n", "from taufactor.metrics import volume_fraction\n", "\n", "# calculate the volume fraction\n", "vf = volume_fraction(img)\n", "\n", "# consider a three phase image with pore, particle and binder\n", "# where 0, 1, 2 correspond to pore, particle and binder respectively\n", "# calculate the volume fraction\n", "vf = volume_fraction(img, phases={'pore':0, 'particle':1, 'binder':2})\n", "```\n", "\n", "### Specific surface area\n", "\n", "Per default, the specific surface area is calculated for each phase in a segmented image.\n", "Alternatively, the phases can be specified as phases={'phase1': 0, ...}.\n", "The method to compute surface area can be chosen as\n", "'face_counting', 'marching_cubes' or 'gradient'. A detailed comparison of these methods can be found in [Daubner _et al._](https://doi.org/10.1149/1945-7111/ad9a07).\n", "While face_counting is the fastest, the gradient method yields more accurate results for curved geometries.\n", "\n", "```python\n", "from taufactor.metrics import specific_surface_area\n", "# calculate the surface area of all phases in an image\n", "sa = specific_surface_area(img)\n", "\n", "# Surface area of a particular phase on anisotropic voxel grid (e.g. FIB-SEM data)\n", "sa = specific_surface_area(img, spacing=(1,1,3), phases={'pore': 0})\n", "\n", "# consider a three phase image with pore, particle and binder\n", "# where 0, 1, 2 correspond to pore, particle and binder respectively\n", "# Use voxel face counting for fastest computation\n", "labels={'pore':0, 'particle':1, 'binder':2}\n", "sa = surface_area(img, phases=labels, method='face_counting')\n", "```\n", "\n", "### Triple phase boundary\n", "\n", "Triple phase boundary is calculated on a segmented image with exactky three phases. The value returned is the fraction of triple phase edges with respect to the total number of edges\n", "\n", "```python\n", "from taufactor.metrics import triple_phase_boundary\n", "# calculate the triple phase boundareies\n", "tpb = triple_phase_boundary(img)\n", "```" ] } ], "metadata": { "kernelspec": { "display_name": "voxenv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }