{ "cells": [ { "cell_type": "markdown", "id": "4ad53464-e450-4e5f-8113-54ca0209ad8b", "metadata": {}, "source": [ "# Tutorial on the Simulation of the DNA Environment" ] }, { "cell_type": "markdown", "id": "ffe935d2", "metadata": {}, "source": [ "Discover how to model DNA excited-state relaxation and environmental interactions using dephasing and thermalization models from Quantum Biology.\n", "This notebook explores various methods for incorporating DNA environment effects and exciton relaxation in the `qDNA` package. Key topics include:\n", "\n", "* **Local & Global Dephasing**: Analyzing the impact of environmental noise on quantum states.\n", "* **Local & Global Thermalizing**: Modeling the system's approach to thermal equilibrium.\n", "* **Trace Distance to Equilibrium**: Measuring how close the system is to its equilibrium state.\n", " \n", "Through these examples, the notebook demonstrates techniques for simulating and analyzing DNA-related quantum phenomena in the presence of an environment.\n", "\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.png)](https://colab.research.google.com/github/dehe1011/QuantumDNA-notebooks/blob/main/tutorials/3_Environment_Simulation.ipynb)" ] }, { "cell_type": "code", "execution_count": 3, "id": "ba2b8865-5ab9-4014-9439-bb0a79b2f2af", "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "# Save flag: Set to True to enable saving results (currently unused in this script)\n", "save = False\n", "\n", "# Verbose flag: Set to True to enable detailed logging\n", "verbose = False" ] }, { "cell_type": "markdown", "id": "1b7b288f-3ef9-4892-a17b-b1a324a3494f", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": 4, "id": "ec057f27-7cdd-4c52-a5fe-3a93f6b70f47", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Package 'qDNA' is already installed.\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# --------------------------\n", "# Installation of QuantumDNA\n", "# --------------------------\n", "\n", "from importlib.util import find_spec\n", "\n", "qDNA_installed = find_spec('qDNA') is not None\n", "\n", "if not qDNA_installed:\n", " %pip install qDNA\n", " print(\"Successfully installed the 'qDNA' package.\")\n", "else:\n", " print(\"Package 'qDNA' is already installed.\")\n", "\n", "if verbose:\n", " %pip show qDNA \n", "\n", "# ------------------------\n", "# Directory Setup\n", "# ------------------------\n", "\n", "import os\n", "\n", "# Use the current working directory as the root\n", "ROOT_DIR = os.getcwd()\n", "\n", "# Define directory to save figures\n", "SAVE_DIR = os.path.join(ROOT_DIR, \"my_figures\")\n", "os.makedirs(SAVE_DIR, exist_ok=True)\n", "\n", "if verbose:\n", " print(f\"Save directory: '{SAVE_DIR}' is ready.\")" ] }, { "cell_type": "markdown", "id": "aa81f167-ad3d-4986-b928-33e832b8df1d", "metadata": {}, "source": [ "## Function Definitions" ] }, { "cell_type": "code", "execution_count": 5, "id": "9c45d939-b6f1-4219-bd7e-7263386f1b01", "metadata": {}, "outputs": [], "source": [ "from qDNA import get_deph_eq_state, get_therm_eq_state, get_pop_particle, plot_pop, plot_coh, get_reduced_dm\n", "\n", "def my_plot_pop(me_solver):\n", " if me_solver.lindblad_diss.loc_deph_rate:\n", " lindblad_type = \"local dephasing\"\n", " elif me_solver.lindblad_diss.glob_deph_rate:\n", " lindblad_type = \"global dephasing\"\n", " elif me_solver.lindblad_diss.loc_therm:\n", " lindblad_type = \"local thermalizing\"\n", " elif me_solver.lindblad_diss.glob_therm:\n", " lindblad_type = \"global thermalizing\"\n", " \n", " if lindblad_type in [\"local dephasing\", \"global dephasing\"]:\n", " eq_state = get_deph_eq_state(me_solver)\n", " if lindblad_type in [\"local thermalizing\", \"global thermalizing\"]:\n", " eq_state = get_therm_eq_state(me_solver)\n", " \n", " print(f\"Number of {lindblad_type} operators: {me_solver.lindblad_diss.num_c_ops}\")\n", " print(\"--------------------------------\")\n", "\n", " pop_particle_dict = {}\n", " for particle in me_solver.tb_ham.particles:\n", " pop_particle_op = get_pop_particle(me_solver.tb_ham.tb_basis, particle, tb_site)\n", " pop_particle = np.trace(eq_state @ pop_particle_op)\n", " pop_particle_dict[particle] = pop_particle\n", " print(f\"Equilibium Population {particle.capitalize()}: {round(pop_particle, 3)}\")\n", "\n", " fig, ax = plt.subplots()\n", " plot_pop(ax, tb_site, me_solver)\n", " for particle in me_solver.tb_ham.particles:\n", " ax.axhline(y=pop_particle_dict[particle], color='k', linestyle='--', alpha=0.5)\n", "\n", " return fig, ax\n", "\n", "def my_plot_coh(me_solver):\n", " if me_solver.lindblad_diss.loc_deph_rate:\n", " lindblad_type = \"local dephasing\"\n", " elif me_solver.lindblad_diss.glob_deph_rate:\n", " lindblad_type = \"global dephasing\"\n", " elif me_solver.lindblad_diss.loc_therm:\n", " lindblad_type = \"local thermalizing\"\n", " elif me_solver.lindblad_diss.glob_therm:\n", " lindblad_type = \"global thermalizing\"\n", " \n", " if lindblad_type in [\"local dephasing\", \"global dephasing\"]:\n", " eq_state = get_deph_eq_state(me_solver)\n", " if lindblad_type in [\"local thermalizing\", \"global thermalizing\"]:\n", " eq_state = get_therm_eq_state(me_solver)\n", " \n", " print(f\"Number of local dephasing operators: {me_solver.lindblad_diss.num_c_ops}\")\n", " print(\"--------------------------------\")\n", " \n", " coh_particle_dict = {}\n", " for particle in me_solver.tb_ham.particles:\n", " reduced_dm = get_reduced_dm(eq_state, particle, me_solver.tb_ham.tb_basis)\n", " coh_particle = np.sum(np.abs(reduced_dm)).real - np.sum(np.diag(reduced_dm)).real\n", " coh_particle_dict[particle] = coh_particle\n", " print(f\"Equilibium Coherence {particle.capitalize()}: {round(coh_particle, 3)}\")\n", " \n", " fig, ax = plt.subplots()\n", " plot_coh(ax, me_solver)\n", " for particle in me_solver.tb_ham.particles:\n", " ax.axhline(y=coh_particle_dict[particle], color='k', linestyle='--', alpha=0.5)\n", "\n", " return fig, ax" ] }, { "cell_type": "markdown", "id": "e808d6bf-23ba-44f0-8d12-f6b923ebb45f", "metadata": {}, "source": [ "## Local Dephasing" ] }, { "cell_type": "code", "execution_count": 7, "id": "311306c3-d196-4f88-a4f9-282daefda40b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of local dephasing operators: 4\n", "--------------------------------\n", "Equilibium Population Electron: 0.5\n", "Equilibium Population Hole: 0.5\n", "Equilibium Population Exciton: 0.25\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import get_me_solver, save_figure \n", "\n", "kwargs = dict(description='2P', loc_deph_rate=5)\n", "upper_strand, tb_model_name = 'GC', 'WM'\n", "tb_site = '(0, 0)'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_pop(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "code", "execution_count": 8, "id": "bdc3407e-6e26-4c42-a686-2224738be3b1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of local dephasing operators: 8\n", "--------------------------------\n", "Equilibium Coherence Electron: 0.0\n", "Equilibium Coherence Hole: 0.0\n", "Equilibium Coherence Exciton: 0.0\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmcAAAHHCAYAAAD6Rv9iAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAADZtElEQVR4nOydeXgUVfb3v1XVa3ayhyRkI5CwBIEwbriOqCi4oei4DDiiog7ujj/ReRHHhXEZNxwdlxmQYRQVFddxGxEVUQIBAhIIJEBCWLKQtZNequr9o+lOV7q6033TSaqT83keHtK3bt2691vV3afPvedcTpZlGQRBEARBEIQm4Ae6AwRBEARBEEQXZJwRBEEQBEFoCDLOCIIgCIIgNAQZZwRBEARBEBqCjDOCIAiCIAgNQcYZQRAEQRCEhiDjjCAIgiAIQkOQcUYQBEEQBKEhdAPdgcGEJEmora1FdHQ0OI4b6O4QBEEQBKERZFlGa2srhg8fDp737xsj4yyE1NbWIjMzc6C7QRAEQRCERqmurkZGRobfOmSchZDo6GgATuFjYmJC2rYkSTh06BDS0tJ6tLgJJaQdO6QdO6QdO6QdO6QdO32tXUtLCzIzM922gj/IOAshrqnMmJiYkBtnDocDzc3NyM/Ph05Hty0YSDt2SDt2SDt2SDt2SDt2+ku7QJY9kVlNEARBEAShIcg4IwiCIAiC0BBknIUJPM8jKSmJ1hAwQNqxQ9qxQ9qxQ9qxQ9qxoyXtOFmW5YHuxGChpaUFsbGxaG5uDvmaM4IgCIIgwpdgbISBNw+JgJAkCXv37oUkSQPdlbCDtGOHtGOHtGOHtGOHtGNHS9pRKEeYIEkS6urqkJWVpQmXazhB2rFD2rFD2rETLtrJsgxRFOFwOAa6K24cDgfq6uqQkpJC0ZpBwqqdXq+HIAgh7QvdOYIgCIIIAlmW0dTUhLq6OoiiONDdUSDLMkwmEw4cOEA71QRJb7SLi4tDampqyDQn44wgCIIgguDw4cNoampy57TU6XSaMYRkWYbFYkFERIRm+hQusGjnOufo0aMAgLS0tJD0hYyzMIHneWRkZGjaxa9VSDt2SDt2SDt2tKydKIpobm5GUlISEhMTB7o7XsiyDEEQoNfryTgLElbtzGYzAODo0aNITk4OyRQnGWdhguvDigge0o4d0o4d0o4dLWtnt9shyzIiIyMHuiuqcBwHg8Ew0N0IS3qjXUREBADn8xEK40x7P0sIVURRxM6dOzW3viEcIO3YIe3YIe3YCQfttOqVkmUZHR0doCxZwdMb7UL9PJBxFibIsozm5mZ6wzFA2rFD2rFD2rFD2vUOLRu1Wkcr2pFxNsiQZZk+0AiCIAgijCHjbBDR0G7HvFU7cet75Wi3acP6JwiCIAY3Dz/8MDiOw759+wa6K4MGMs7CBJ7nkZub6zd6acP+ZhxstqKqsRMlB1r6sXfaJhDtCHVIO3ZIO3ZIu95hNBoHugshp7GxEQ8//DDWrl3bp9fRinYUrRkm8DyP5ORkv3XsYteWE1bHwG8/oRUC0Y5Qh7Rjh7Rjh7Rjh+M46PX6ge5GyGlsbMTixYsBAGeeeWafXENL2tHPkjBBFEVs3brV72JF0WOpmUOidWcuAtGOUIe0Y4e0Y4e0Y8eVFHWorz222+2w2WxBnaMl7cg4CxMCCfH1PEbGWRcUWs4OaccOaccOadc7QrVxt8ViwaJFizB69GgYjUYkJyfj97//PWpqagI6/8CBA7jhhhswfPhwGAwG5OTk4MEHH4TVavWqW1ZWhtmzZyM5ORkmkwm5ubm46aab0NrairVr1yI/Px8AsHjxYnAcB47jMHfuXADAsmXLwHEcPvvsMzz44IPIzMyEyWTCr7/+CgCoqKjA7NmzkZiYCJPJhPHjx+Oll17y6sNZZ52F/Px87Nu3DzNnzkR0dDTi4+Mxf/58dHZ2MqrIBk1rDiI87TGRjDOCIAiCEZvNhmnTpmHLli244YYbMG7cOBw4cAAvvfQS1q5di82bN/vdIaGyshInn3wy9Ho9brrpJgwfPhwbN27EX//6V2zZsgWffPKJOzfY999/j/POOw9msxnz5s1DXl4eampq8MEHH6ChoQGFhYV4+umnce+99+LSSy/FZZddBgDIy8tTXPP++++HXq/HnXfeCZ7nER8fj7179+Kkk06C3W7HH//4R6SlpeGDDz7AH//4R1RWVuKZZ55RtNHR0YFzzjkHZ555Jp566ils2LAB//jHP5CUlIS//OUvIVbZN2ScDSIk8pwRBEEQIeD555/HL7/8gnXr1uHkk092l19++eUoLi7GM888gyeeeMLn+QsWLIDJZEJpaSni4+MBADfddBMmTJiABQsW4Msvv8R5550HSZJwww03wGg0YsuWLcjMzHS38cgjj0CWZXAch4svvhj33nsvioqKcO2116peU5IkrF+/HiaTyV125ZVX4tixY1i/fj1OOukkAMBtt92GmTNn4tlnn8WNN96IgoICd/1jx45h4cKFuPfeewEA8+fPR1NTE/7xj3+QcUZ4IwgCCgoK/G4LIZPnTJVAtCPUIe3YIe3YCVftFqwux7EOx4D2QQacXwYcBw7AMLMOL84q6OEsb9566y1MnjwZ+fn5qK+vd5dnZGQgPz8fX3/9tU/jrKmpCf/9739x5513QpIkxfnnnnsuAODrr7/Geeedhy1btqCiogIPPfSQwjBzEUzm/RtvvFFhmImiiE8//RRnnXWW2zADnAEn999/Pz777DN89NFHCuOM4zjceuutinbPOOMMrFmzBq2trYiOjg64P72BjLMwgeM4xMXF+a1DnjN1AtGOUIe0Y4e0YydctTvW4UB9u32guxESysvL0dHRgaSkJNXjI0aM8Hnu7t27IUkS/va3v+Fvf/ubap2jR48CcK4HA4CioqJe9th7mrOurg7t7e0YM2aMV11XWVVVlaI8JSXFvU+mi2HDhgFwRoyScUYocDgcKC0txcSJE6HTqd82xZozWkjrJhDtCHVIO3ZIO3bCVbth5oHvqwy4pwJdnjOmdmQZJ598Mh555BHV454eKrVzAeeU4KxZs1TrpKWlMfXLH2azuddt8Dzv1q87/RmgMvBPEhEwPYWVe3rOaFpTCYXks0PasUPasROO2rFMH4YaWZbR3t6OyMjIXm3GPXLkSDQ2NuKcc84J+ty8vDxwHAdZlns83xWFuXXrVlxxxRU+67GMJSkpCZGRke6oTU927twJAMjNzQ263f6AUmkMImTKc0YQBEGEgKuvvhq7du3CsmXLvI7Jsoy6ujqf5yYmJmLatGl488033UaQJ1arFS0tzl1sTjjhBOTn5+Oll15CdXW16rUAIDIyEoBzwX6gCIKAGTNm4Ntvv8Uvv/ziLpckCU8++SQ4jsPMmTMDbq8/Ic/ZIEJSGGcD1w+CIAgivLn77rvx+eef4/rrr8enn36KqVOnQq/Xo6qqCmvWrMHs2bPx6KOP+jz/5Zdfxqmnnori4mL84Q9/wLhx49De3o5du3bhvffew6pVq3DOOeeA53m89tprOP/883HCCSfgxhtvRF5eHmpra/H+++9jzZo1yM7ORmpqKjIyMvD2229j1KhRSEhIQE5ODk488US/43jsscfw5Zdf4pxzzsGCBQuQmpqKNWvW4JtvvsHdd9+tCAbQEmSchQmCIKCoqMhv9BJNa6oTiHaEOqQdO6QdO6Rd7wjF2iuj0YivvvoKzz33HP7zn//gk08+gV6vR0ZGBs4991xcddVVfs/Pzc3F5s2b8fjjj+OTTz7BP/7xD8TExCAnJwcLFizACSec4K57xhlnYP369XjkkUfw2muvob29Henp6Zg2bZoil9qKFStw77334p577oHVasWcOXN6NM7y8vKwYcMGPPjgg3jllVfQ1taG/Px8vPjii7jtttu86vdmKjiUcDKlYA4ZLS0tiI2NRXNzM2JiYkLatizLEEURgiAoHh5ZlvHahoOob7PDqOPx1e5GAMB5BQm46wzf0TRDCV/aET1D2rFD2rGjZe06OztRVVWFnJwcv4viBwrPr3Staad1eqNdIM9FMDYCrTkLE0RRRElJidci2Q37m/H+tjqsq2xyG2YAec488aUd0TOkHTukHTukXe9ob28f6C6ELVrRjoyzMGfXUYtqOQUEEARBEER4QsZZmGPUqd9CMs4IgiAIIjwh4yzMMfgwzmhakyAIgiDCEzLOwgRBEFBcXOwVvWQiz1mP+NKO6BnSjh3Sjh3Srne4coIRwaMV7cg4CyNsNptXmUFQjyghz5kSNe2IwCDt2CHt2CHt2JEkSnTJila0I+MsTBBFEdu2bfOKXqI1Zz3jSzuiZ0g7dkg7dki73tHR0THQXQhbtKIdGWdhDu8jFwsZZwRBEAQRnmjSOGtra8PDDz+MmTNnIi0tDRzHYe7cuQGdu2/fPnAc5/OfXq9X1J87d67PujU1NX0wutAi+cghTNOaBEEQBBGeaHL7pvr6eixevBhpaWkoLi7GJ598EvC5SUlJWLFihVd5dXU1Fi5ciOnTp6uet3z5cvC80laNj48PruN9TDCLYx2SjIZ2O6KNgs+IzqEELSxmh7Rjh7Rjh7Rjh3YGYEcr2mnSOEtLS0NNTQ3S09PhcDi8vF3+iIyMxLXXXutV7tqg1ZcH7uqrr4ZOp0k5AAA6nQ5TpkzxKvflINtb34HrVm5HYqQeb1w1Bnph6BpovrQjeoa0Y4e0Y4e0Y4fjOM1EHIYbWtJOk9/YRqMR6enpIW3zzTffREJCAmbMmKF6XJZltLS0aCZSozuyLKOpqQndt0L1tzWqJANH2+z4bu+xvu6epvGlHdEzpB07pB07pB07sizD4XD0Wrtly5aB4zh8/fXXIepZ1zIirRIq7UKBJo2zULN+/XpUVFTgd7/7HQwGg2qdhIQExMbGIioqCrNmzcLevXv7uZf+EUUR5eXlXtFLgSwtszoG/kEbSHxpR/QMaccOaccOadc7Ojs7B7oLYYtWtNPuPF4IWb58OQBgzpw5XsdSU1Nxzz33YPLkyTAYDFi/fj2WLl2KdevWoaSkBFlZWT7btVqtsFqt7tctLS0AAIfDAYfDAQDgeR48z0OSJIVXzlUuiqLCSvdV7vrb2zjr2fCSJNHdH51OB1mWFe1wHAdBELz66Ks8VGMSBAEcx7n75lmuNlZf5T2NyXVdURQHzZj66z55/j1YxuTqY3/cJ89jg2VM/XGfXP9r9dlz9c3VP47jVL0twZYHQ09tdD/G2hfPcfamHX99Y2071OWuYz3dVzU8n1XP59Xz2ev+HPtj0BtnnZ2deOeddzB27FgUFxd7HV+yZIni9axZszBt2jRMnz4dixYtwrJly3y2/cQTT2Dx4sVe5aWlpe5566SkJOTl5aGqqgp1dXXuOhkZGcjIyMDu3bvR3NzsLs/NzUVycjK2b9+uyLeSn58PANi6daviA8MW6dt4dLFv336UtFVBEARMmTIFzc3NKC8vdx83m82YMGEC6uvrUVlZ6S6PjY1FYWEhamtrFZGroRpTQUEB4uLiUFpaqvjQLCoqgsFgQElJiWIcxcXFsNls2LZtm7sskDHt3bsXTU1N2Lx5M+Li4gbFmPrrPrnc/AAGzZiA/rlPDQ0N7ueO47hBMab+uk+uac2WlhYkJCRoakw1NTWw2WywWCwQRREGgwEGgwGdnZ2KPhqNRuj1enR0dCg+s00mE3Q6HSwWi+KL32w2g+d5tLe3K8YUGRkJSZIU99q1NkoURYWnh+d5mM1myLIMi8Wi0MBsNsNutyuS++p0OphMJlitVoXh4DnD1NnZ6e5Tb8dkt9vdx4IZU0REBBwOh8IZwjKmQO6TKIqwWCxB3yeXQb99+3ZFmeez1/0cf3CyFiZX/eAKCJgzZ45fQ8kX77zzDq688ko8+eSTuO+++wI+b/LkyTh06BBqa2t91lHznGVmZqKhoQExMTEAQverGAB27NiBwsJCRVTpN3ua8Ox31X7Hcuspw3FBYQIAbfwqdtFfv/QdDgd27NiBsWPHQhCEQTGm/rpPkiTh119/xfjx472ex3Adk6uPfX2f7HY7tm/fjrFjx4Ln+UExpv66T5IkYceOHRg/fjx0Op2mxmSxWLBv3z7k5OTAZDK5z9GS56yjowMmk0mxvivYvixfvhzXX389Pv/8c/z000944403UF9fj8mTJ+Oll17ChAkT3HUPHz6MP//5z/j000/R2NiIESNG4Nprr8UDDzygCOi7/vrrsXz5cq+13Tt27MAjjzyCb7/9Fi0tLcjJycG8efNw1113ud87/eU56+zsdGsXzH3q7OzEvn37kJmZ6X4uAOWz5/qx0dzc7LYRfDHoPWfLly+HIAiqEZz+yMrKQllZmd86RqMRRqPRq1yn03lFfrre2N3xFS6uVu75ZnAho+fFlYIgKPrDcZxqZKqvPgZbHsyYAPiMkg2m3N+YDAYDJk6c6FUezmPqz/t0wgknqNZzEY5j8tfHYMt9jUmv13s9d0B4j6k/75Ondlobk2c+TM/21Qi2PBh8tRERERGyvjz00EPgOA733HMPOjs78fTTT+PSSy9FRUUFdDodjh07hlNOOQUHDx7ELbfcgtGjR+Prr7/Gww8/jLKyMrz33nt+r7dhwwacc845yMjIwN13341hw4bh22+/xX333YfKykr8/e9/Z+o7SznHcV7aBXqfXPXUvv9dz14wGSEGtXF2+PBhfPHFFzj33HORlpYW1Ll79uxBSkpKH/UseCRJQn19PRITExUfGBp3fGoCX9oRPUPasUPasUPaseNaiqDT6UJiAEqShJ9//tntASssLMSll16KL7/8EhdccAGWLFmCffv24e2338aVV14JALj11ltxyy234JVXXsEXX3yB8847z2df582bh4KCAvz4449uZ8f8+fORmZmJv/3tb7j99ttRUFDQ63EEQqi16w1hbZzZ7Xbs3bsXsbGxqsbXypUrIYqiz9xmrvnf7nlNVq1ahbKyMtx8880h7zMrkiShsrIS8fHx3Yyzns8d6gacL+2IniHt2CHt2AlX7Q4/fB2k5oaB7gYkWQLPOXXjYxOQ+rB3YvZAufnmmxVTk2eccQYAuDMafPTRR8jLy3MbZi4eeOABvPLKK1izZo1P46ysrAw7duzAc889h9bWVrS2trqPTZ8+Hc888wy++eabfjPOAOdyJS3kPB34Hvhg6dKlaGpqcs9Nb9u2zZ1I9qKLLkJRUREOHjyIwsJCn+vRli9fjri4OFx88cWq16ioqMDZZ5+NK6+8EqNHj4bBYMBPP/2ElStXIisrS3Wxv9YY2mYXQRCEdpCaGyAeOzrQ3QAAhCoJSXZ2tuL1sGHDAACNjY0AgKqqKkybNs3rvBEjRiAqKgpVVVU+23YFaNx555248847VescPaoNPfsbzRpnTz/9NPbv3+9+XVpaitLSUgDOiJ+ioiK/55eWlqKsrAzz589XXRcGONNoTJ8+Hd988w1WrFgBu92OzMxM3HHHHXjwwQeRmJgYugH1EYGk0iAIgiD6Hj42YaC7AMDbc9YbfK0PDMWMjKuNRYsWYerUqap1cnJyen2dcESzxtm+fft6rJOdne3zAZk4cWKPD09qaipWrlzJ0r1+xxWK330enGyznvGlHdEzpB07pB074apdb6YPQ0X3iMO+JicnBzt37vQqr66uRltbG3Jzc32eO3LkSADOVBznnHNOn/UxGLSyp2v4TOYPcQRBQGFhodeDQ56znvGlHdEzpB07pB07pB07HMfBbDb3m2F78cUXY+/evV5Rma4cor6WFQFOJ0pBQQGee+45HDlyxOt4a2trv2bs72/t/KFZzxmhRJIk1NbWYvjw4WG1QFYLkHbskHbskHbskHbsyLIMu90OvV7fL0bG/fffj1WrVuHqq6/GDz/8gFGjRuF///sfVq9ejVmzZuHcc8/1eS7P81i+fDnOOeccjBkzBjfccAPy8/Nx7NgxbN++He+//z62bNni9rD1Nf2tnT/IOAsTJElCTU0NUlNTFR9WgeytOdR9a760I3qGtGOHtGOHtOsdNptNEWHZlwwbNgzr16/HQw89hLffftudhHbx4sV44IEHejz/N7/5DTZt2oTHHnsMK1euRF1dHeLj45Gfn49FixYhPT29H0bRRX9q5w8yzsKcoZ4mgyAIggg9c+fO9ZmGqvv3TlpaGt54440e21y2bJlqZoX8/HymHYAGM/STJMwJxHNGEARBEET4QMZZmMDzPJKSkphc/EPdgOuNdkMd0o4d0o4d0q53aCGJariiFe200QuiR3ieR15enld5INGa0hC3znxpR/QMaccOaccOaccOx3GKjbeJwNGSdvSzJEyQJAl79+5175jgIpAlZ+IQX5fmSzuiZ0g7dkg7dkg7dlx5zmg9cvBoSTsyzsIESZJQV1fn9WEVyEfXEHec+dSO6BnSjh3Sjh3Srnc4HI6B7kLYohXtyDgLcwKx8MWhbp0RBEEQRBhBxlmYE4j3lXYRIAiCIIjwgYyzMIHneWRkZHhFLwW05myIzwz40o7oGdKOHdKOHdKudxgMhoHuQtiiFe0oWjNMcH1YdUcKIP//UPec+dKO6BnSjh3Sjh3Sjh2O4zRjYIQbWtKOfpaECaIoYufOnRBFUVEemOdsaBtnvrQjeoa0Y4e0Y4e0Y0eWZXR0dGgi4jDc0JJ2ZJyFCbIso7m52euhCWzNWR91KkzwpR3RM6QdO6QdO6Rd7yCjlh2taEfGWZgjBzCtOdQ9ZwRBEAQRTpBxFuYEYncN9TVnBEEQRHiwb98+cByHhx9+eKC7MqCQcRYm8DyP3NxctmjNIW6b+dKO6BnSjh3Sjh3SrncYjcaB7kJIqaysxMMPP4wtW7b0+bW0oh1Fa4YJPM8jOTnZq5z21uwZX9oRPUPasUPasUPascNxHPR6/UB3g5msrCx0dHQoNiCvrKzE4sWLkZ2djRNOOKHPrq0l7ehnSZggiiK2bt3KtFhxqO+t2RvthjqkHTukHTukHTuyLMNisYRtMIVr83FP46y/0JJ2ZJyFCb5CfANbc9ZHnQoTtBQeHW6QduyQduyQdr0jVHuSWiwWLFq0CKNHj4bRaERycjJ+//vfo6amxl3np59+gk6nw+9//3vFubW1tUhMTMRJJ52k2K+yrKwMs2fPRnJyMkwmE3Jzc3HTTTehtbUVgPeas2XLlmHatGkAgOuvvx4cx3mtSauoqMDs2bORmJgIk8mE8ePH46WXXvIaz5lnnomMjAzs27cPM2fORHR0NOLj4zF//nx0dnaGVLveQtOaYQ7trUkQBEGEGpvNhmnTpmHLli244YYbMG7cOBw4cAAvvfQS1q5di82bNyMxMREnn3wyHnroISxevBgzZszA7NmzIcsy5syZA6vVin//+99uL9j333+P8847D2azGfPmzUNeXh5qamrwwQcfoKGhAdHR0V79OP300/F///d/WLJkCW666SacdtppAICioiIAwN69e3HSSSfBbrfjj3/8I9LS0vDBBx/gj3/8IyorK/HMM88o2uvo6MBvf/tbnHnmmXjqqaewYcMG/OMf/0BSUhIeeeSRPlY1cMg4C3MoWpMgCIIINc8//zx++eUXrFu3DieffLK7/PLLL0dxcTGeeeYZPPHEEwCAhx56CF988QXmz5+PU045BatWrcLXX3+NN954AyNHjgTg9EjdcMMNMBqN2LJlCzIzM91tPvLIIz4dDbm5ufjtb3+LJUuW4OSTT8a1116rOL5w4UIcO3YM69evx0knnQQAuO222zBz5kw8++yzuPHGG1FQUOCu39jYiIULF+Kee+4BAMyfPx9NTU34xz/+QcYZETyCIKCgoACCILjL1myvwye/1vd47lDfW1NNOyIwSDt2SDt2wlW7mTNmoK6ubqC7ARkAd/zvpKQkfPzJJ0G38dZbb2Hy5MnIz89HfX3X90xGRgby8/Px9ddfu40znU6Hf//735g4cSIuvvhibN++HZdddhn+8Ic/uM/bsmULKioq8NBDDykMMxccx3mV9YQoivj0009x1llnuQ0zwBlQcv/99+Ozzz7DRx99pDDOOI7DrbfeqmjnjDPOwJo1a9Da2oqIiIig+9EXkHEWJnAch7i4OPfrPfUWvPxjje8TPBjqnrPu2hGBQ9qxQ9qxE67a1dXV4fDhwwPdjZBQXl6Ojo4OJCUlqR4fMWKE4nVeXh6WLFmC2267DcnJyXj11VcVxysqKgB0TUeGgrq6OrS3t2PMmDFex1xlVVVVivKUlBSYzWZF2bBhwwAAx44dQ0xMTMj61xvIOAsTHA4HSktLMXHiROh0Omw92BrwuUN9zVl37YjAIe3YIe3YCVftfBky/Y0sy25PFGufZFnGySef7HOqz2QyeZV99tlnAICmpiYcOHAACQkJTNfuS/x5YyVJQnt7OyIiIpg8eaEkfJ56QhFW3mhx+KmpZIjbZgC0s19aOELasUPasROO2rFMH4YaWZbR3t6OyMjIXhkYI0eORGNjI84555yA6r/88sv49NNP8f/+3//D66+/jmuuuQabNm1ye6ny8/MBAFu3bsUVV1wRVF98jSMpKQmRkZH49ddfvY7t3LkTgHPNWjBoJUKYUmmEKfXttoDrDvU8ZwRBEERwXH311di1axeWLVvmdUyWZcXaul27duHee+/Fueeei4cffhjLli1DeXk57rvvPnedE044Afn5+XjppZdQXV2t2qYvIiMjATinHT0RBAEzZszAt99+i19++cVdLkkSnnzySXAch5kzZwY8Zi1BnrMwJSjPGbnOCIIgiCC4++678fnnn+P666/Hp59+iqlTp0Kv16Oqqgpr1qzB7Nmz8eijj8Jut+Oaa66B2WzGv/71L3Ach2nTpuGOO+7Ac889hwsvvBDTp08Hz/N47bXXcP755+OEE07AjTfeiLy8PNTW1uL999/HmjVrkJ2drdqXsWPHwmw24+WXX0ZUVBSio6Mxbtw4jBs3Do899hi+/PJLnHPOOViwYAFSU1OxZs0afPPNN7j77rsVwQDhBBlnYYIgCCgqKnLPlzda7AGfO9T31uyuHRE4pB07pB07pF3v6L7gnQWj0YivvvoKzz33HP7zn//gk08+gV6vR0ZGBs4991xcddVVAIBFixZh06ZNWL16NYYPH+4+f8mSJfjmm29w/fXXo6ysDElJSTjjjDOwfv16PPLII3jttdfQ3t6O9PR0TJs2DYmJiT77Eh0djeXLl+Phhx/GbbfdBrvdjkWLFmHcuHHIy8vDhg0b8OCDD+KVV15BW1sb8vPz8eKLL+K2224Letyh0C4UcLJWJlgHAS0tLYiNjUVzc3PIIz5kWYYoihAEARzH4ZI3tqLTEViOjDGpkfjbxaNC2p9wort2ROCQduyQduxoWbvOzk5UVVUhJydHdVH8QOP5la417bROb7QL5LkIxkbQ5JqztrY2PPzww5g5cybS0tLAcRzmzp0b8Plz5851b/HQ/Z/nthMutm/fjgsuuAAxMTGIiYnBBRdcgO3bt4dwRL1HFEWUlJRAFEXIshywYQbQtKandkRwkHbskHbskHa9o729faC7ELZoRTtNTmvW19dj8eLFSEtLQ3FxMT5hjIBZvnw5eF5pf8bHxyteV1RUYOrUqYiPj8fixYsBAC+88AJOO+00/PLLL+4IEy3RZgvuA2uoT2sSBEEQRDihSeMsLS0NNTU1SE9Ph8PhgF6vZ2rn6quv7jFHzgMPPACHw4HvvvvOnbX48ssvR2FhIRYuXIh3332X6dp9SXuQxtlQ95wRBEEQRDihyWlNo9GI9PT0XrcjyzJaWlp87jLf1taGjz/+GLNmzVJsJ5GZmYlZs2bh448/1oyL05NgVwlSKg2CIAiCCB80aZyFioSEBMTGxiIqKgqzZs3C3r17FcfLyspgs9kUm7q6OOmkk2C1WlFWVtZf3fWLIAgoLi6GIAhBG2c+bNMhg6d2RHCQduyQduyQdr3DlReMCB6taKfJac3ekpqainvuuQeTJ0+GwWDA+vXrsXTpUqxbtw4lJSXIysoCANTW1gKAqpfOVXbw4EGf17FarbBare7XLS0tAJxbjzgczjxkPM+D53lIkqTw4LnKXQv8Aym32WzQ6/WwOwLPcQYAoiy5+6PT6dyRUC44joMgCF599FUeqjG5IrEc3cbj+kDuvhjYV3lPYxJFEZ2dnTCZTOB5flCMqb/ukyzLsNlsiIiIGDRjcvWxP+5TR0cHTCaTOyBpMIypP+6TLMvo7Ox0Z7nX2phcfXSNgeM41SSqwZYHg782JEnyijYMVR8HYkz9Ve7659IumDG56nl+/wPKZ6/7c+yPQWmcLVmyRPF61qxZmDZtGqZPn45Fixa5Mx5bLBYAzmnU7rhCYTs6Onxe54knnnAHEXhSWlrqtr6TkpKQl5eHqqoqRUbljIwMZGRkYPfu3WhubnaX5+bmIjk5Gdu3b1dcOz8/HxUVFeB5Hkc7ZACGHlTowtJhRUlJCQRBwJQpU9Dc3Izy8nL3cbPZjAkTJqC+vh6VlZXu8tjYWBQWFqK2tlYR5RqqMRUUFCAuLg6lpaWKD82ioiIYDAaUlJQoxlFcXAybzYZt27a5ywIZ0969e9HU1IS4uDjExcUNijH1132SZRkOhwMnn3zyoBkT0D/36ejRo9iyZQvi4uLAcdygGFN/3SdZltHU1ITf/OY3SEhI0NSYampqYLPZYLFYIIoiDAYDDAYDOjs7FX00Go3Q6/Xo6OhQGHkmkwk6nQ4Wi0XxxW82m8HzvNdSmsjISLeh74LjOERGRrp/eLrgeR5msxkWi0VhnAmCALPZDLvdDputa3cZnU4Hk8kEq9WqMBy0NibXj0NPZ0hfjcmVwiXYMbkMd89MD92fvWCWSWk+z5krIGDOnDmq20gEw+TJk3Ho0CG3x2z16tW4/PLL8dFHH3lt8fDRRx/h4osvxnvvvYdZs2aptqfmOcvMzERDQ4M7h0mofhXLsoxNmzZh4sSJqG2145bVFQGPOzlKj39e6cySrIVfxS7665e+3W7H5s2bMWnSJOh0ukExpv66T6IoYvPmzZgyZQq6E65jcvWxr++TzWbDpk2bMGnSJPf1wn1M/XWfXM9dcXEx9Hq9psZktVqxd+9epKenuz/nteRlAqC6eTd5zgLznFksFrd2wYyptbUVBw8eRE5OjiIQ0fPZa2lpQUJCQkB5zgal58wXWVlZijVkrmzGalOXrjJ/gQlGo1HV66bT6byiRF1v7O74WlPRvdz14SQIAgQhuDeAJEPRH47jVKNYffUx2PJAx+TCV0RtMOX+xuT5xejqQ7iPqT/vk+sDfjCNyV8fgy33NybXc+d5PNzH1F/3yfXlGGzffZWHakxGoxEmkwktLS2IiYlRTIGpEWx5MKi14TnVqja1GUxftDKm/i731C7QMbW2tkIQBBiNRlXd1ewCfwwp42zPnj1ISUlxvx4/fjwMBgN++uknzJ8/X1F3w4YNMBgMGDduXH930yeuDy4ZwRlnFK3p+8uA6BnSjh3Sjh0ta5eYmIiDBw+ipqYGsbGx0Ov1msnG71onqsXdFbQOi3ayLKO9vR0tLS3upPmhIKyNM7vdjr179yI2NhZpaWkAurL7do+4WLVqFcrKynDzzTe7y6KiojBjxgysXr0ajz32GDIyMgAA1dXVWL16NWbMmIGoqKh+Go1/dDqde2pJlgPfVxOgaE1P7YjgIO3YIe3Y0bp2rimp+vp6v0FjxNCA4zjExcUhNjY2ZG1q1jhbunQpmpqa3HP+27Ztw6OPPgoAuOiii1BUVISDBw+isLBQsR6toqICZ599Nq688kqMHj3a7RlbuXIlsrKyvBbwP/744/j6669x+umn4/bbbwfg3CFAEAQ8/vjj/TfgHpBlGc3NzYiNjaU8Z0HiqR39kgwO0o4d0o6dcNDOtd2f3W7X1DZTsiyjtbUV0dHRmtVOq7Bqp9frQ+7p1axx9vTTT2P//v3u16WlpSgtLQXgjPgpKipSPS81NRXTp0/HN998gxUrVsButyMzMxN33HEHHnzwQSQmJirqjx49Gt9//z3uv/9+/PnPfwYATJ06FX/9618xevToPhpd8IiiiPLychQXFwc9rekQZWyrbUVeQgQijdqdKugrPLULZs6fIO16A2nHTjhpp9frmXex6QscDgcqKyvDQjutoSXtNHvn9u3b12Od7Oxsr0iK1NRUrFy5MqhrFRUV4fPPPw/qnIEkWEdYp0PCnz7eg6xhJrxyRQH9miIIgiAIDTOodwgYrLBulbn/WCeOdQSXwJYgCIIgiP6FjLMwgeM4mM3mXnu9hqLPLFTaDUVIO3ZIO3ZIO3ZIO3a0pJ3mk9CGEy0tLYiNjQ0owVxv2F1nwe3v72I69+3fj0OcWTvrIwiCIAhiKBCMjUCeszBBkiQcPXrUva8bK0PRFPfUjggO0o4d0o4d0o4d0o4dLWlHxlmYIEkSKisrjxtnvWhniBpnLu2I4CDt2CHt2CHt2CHt2NGSdmSchSG9MbCkoeg6IwiCIIgwgoyzsITdwBrqCWkJgiAIQuuQcRYmcBznzpbdK8/ZwHtr+x1P7YjgIO3YIe3YIe3YIe3Y0ZJ2mk1CSygRBAGFhYW9bmcoTmuGSruhCGnHDmnHDmnHDmnHjpa0I89ZmCBJEmpqaigggAFP7YjgIO3YIe3YIe3YIe3Y0ZJ2ZJyFCZ4PjdSLNWdD0XOmpTdcuEHasUPasUPasUPasaMl7cg4C0coWpMgCIIgBi1knIUhvZmaFAf+BwFBEARBEH4g4yxM4HkeSUlJ4Hkecj9Na9pECau3HsHXuxuZr6cFPLUjgoO0Y4e0Y4e0Y4e0Y0dL2lG0ZpjA8zzy8vIA9G4LpmC8bh+W1eGfP9cCAFKjDRiXFsV+4QHEUzsiOEg7dkg7dkg7dkg7drSk3cCbh0RASJKEvXv3OqM1e9FOMPtyrig55P772z3HenHVgcVTOyI4SDt2SDt2SDt2SDt2tKQdGWdhgiRJqKurcz40A5BKY+BT8rGj0I4ICtKOHdKOHdKOHdKOHS1pR8ZZGNIb31lQ2zdRYCdBEARB9DtknIUhPdlXyVEGnDVymOoxDfwgIAiCIAjCD2SchQk8zyMjI8MZrdmDcRZjEnD/b7Nx7eRUr2PBRGsOFseZp3ZEcJB27JB27JB27JB27GhJO4rWDBNcDw3Qs9Hksr90vPdKsZ6MM1GS8dIP1bDYJTg8FqhpYB9YZjy1I4KDtGOHtGOHtGOHtGNHS9oNvHlIBIQoiti5cydEUewx4vKmk9MBADpBzTjzf53Pd9bjs50NWBvG0Znd8dSOCA7Sjh3Sjh3Sjh3Sjh0taUeeszBBlmU0NzdDltVT0EYaBCw6LwcOSUbRcGc+MhbP2ZbatlB0V1N4akcEB2nHDmnHDmnHDmnHjpa0I+MsDFF7bmTIKBoerSjTC96O0Z62b/LlSg3jWU2CIAiCCCtoWjMMUfWdqRSxeM7CeW0ZQRAEQQwGyDgLE3ieR25urs9oTTWTS1A1zhg7EMZWm6d2RHCQduyQduyQduyQduxoSTua1gwTeJ5HcnIyAB/TmiplegbPGR/GRpgvPLUjgoO0Y4e0Y4e0Y4e0Y0dL2g28eUgEhCiK2Lp1qzNaU+W4Wpl6tCab6yycTTZP7YjgIO3YIe3YIe3YIe3Y0ZJ2ZJyFCbIso6OjwxmtqWpgeZeprjnrISBgEDrOFNoRwUHasUPasUPasUPasaMl7cg4C0MCfWzUjLOe9tYchLYZQRAEQYQVZJyFIYGuOWNJQsv5cJ2xTocSBEEQBBEcZJyFCYIgoKCgAIIgqKbSUDOd1AICWN21InOY58DjqR0RHKQdO6QdO6QdO6QdO1rSTpPGWVtbGx5++GHMnDkTaWlp4DgOc+fODehci8WCV155BRdccAEyMjIQERGBMWPG4E9/+hOampq86s+dOxccx6n+q6mpCe3AegHHcYiLiwPHceobn6t6zrxvb082loo9BwCKfTbDDU/tiOAg7dgh7dgh7dgh7djRknaaNM7q6+uxePFibNq0CcXFxUGdW1lZiVtvvRXt7e249dZb8cILL+CMM87As88+iylTpqClpUX1vOXLl2PFihWKf/Hx8aEYTkhwOBzYuHEjHA5HwHnOWJLQ+ry+JGNbbSuOWexM5w8kntoRwUHasUPasUPasUPasaMl7TSZ5ywtLQ01NTVIT0+Hw+GAXq8P+NzU1FRs2bIFRUVF7rJ58+ZhypQpuOGGG/D666/j7rvv9jrv6quvhk6nSTncuMJ71R1ngUVrij16ztR/Mfyv4hj+V3EMcWYd3rxmLAwqXjkto4XQ6HCFtGOHtGOHtGOHtGNHK9pp8hvWaDQiPT2d6dzExESFYebiiiuuAAD8+uuvqufJsoyWlhZIPeWaGGCaOxz4eX+zV7lqQIBqKo3eRWs2dTiwbRBujk4QBEEQWkGTxllfUFtbCwBISkpSPZ6QkIDY2FhERUVh1qxZ2Lt3b392LyBkGVj4eSXW7/M2ztTQhzAJrSe+1qURBEEQBNF7tD2PF0Iee+wxcByHq666SlGempqKe+65B5MnT4bBYMD69euxdOlSrFu3DiUlJcjKyvLZptVqhdVqdb92rWdzOBzuOWue58HzPCRJUnjlXOWiKCoiKP2V5xeOxf5te1T7IstQzJMLggAV2wyS7PQSerpuOY6DIAiQJEl9U/VuuNrt7ZgEQQDHcV7z+65Ime7uZV/lOp3O/5hkGWPHjnXXcZWr9T1cxuTZR1/loRiTLMsYP348BEEYNGNy9bGv7xPHce7nzuFwDIox9dd9cr1nXXscDoYxefaxr+/TuHHj3M/dYBlTf90n13tWluWQjymYtWxDwjh79dVXsWLFCtx5552YMGGC4tiSJUsUr2fNmoVp06Zh+vTpWLRoEZYtW+az3SeeeAKLFy/2Ki8tLUVkZCQAp6cuLy8PVVVVqKurc9fJyMhARkYGdu/ejebmLk9Ybm4ukpOTsX37dnR0dLjLR48eDcFg9tkXGTJKSkrcr4uLi2G3Wb3qSbKM5uZmlJeXu8vMZjMmTJiA+vp61NfVAfAfRnzk8CEgPabXYyooKEBcXBxKS0sVD3RRUREMBoNiPK4x2Ww2bNu2zV0mCAKmTJnid0yVlZXuN1psbCwKCwtRW1uriMYN1X3qzzG56Osx5efnIyIiYlCNqT/vkyvyazCNyUVfjkmWZRQUFGDYsGGDZkxA39+noqIitLa2Yvv27YNmTP15n1zfFX0xpvb2dgQKJ2thnwI/uAIC5syZ49dQ8sWHH36Iyy+/HOeffz4+/PDDgBf9T548GYcOHXJPh6qh5jnLzMxEQ0MDYmJiAITul4ksy/huwyY8/avRZ38+uWG8+29BENBhF3HZv8oUda6ZlIpri1N9/jJ54ftq/Le80Z80eOaikRibFh02v7bsdjs2b96MSZMmQafT0S/IIMYkiiI2b96MKVOmoDvhOiZXH/v6PtlsNmzatAmTJk1yXy/cx9Rf98n13BUXF0Ov1w+KMXn2sS/vkyzL2Lhxo/u5Gwxj6q/75HA43N8VBoMh5GNqaWlBQkICmpub3TaCLwa15+zLL7/EVVddhVNPPRXvvvtuUNGYWVlZKCsr81vHaDTCaPQ2lnQ6nde1XA9Ad3wlu+te7nA44OjBjO5+Tb1KRKV4/FeBmhbO/vW8oEw+Xqe3Y3Lh674EU+5vTJ5fjK4++Op7uIwpmL73dkwuz89gGpO/PgZb7m9MrufO83i4j6m/7pMr32SwffdVroUx9dTHYMvVxuQ5hR7o95DWx+Svj6Eck8tr5vrOCLbvvspdYwrGBum1ceZwOPDpp5/il19+QX19PU488UT84Q9/AOBchF9fX48xY8b0e5qK7777DpdccgnGjx+Pjz/+GGaz7ylBNfbs2YOUlJQ+6h0bPaXB6I56njP/5wQSMBDOuwUQBEEQhNbplcX0ww8/4Nprr0V1dbXb4rTb7W7j7KeffsLs2bPx7rvv4rLLLgtJhz2x2+3Yu3cvYmNjkZaW5i7/+eefMWPGDOTl5eGLL77w6T50zf+61oe5WLVqFcrKynDzzTeHvM+9QZSDC5NUy3Lck/EViOHV0+bpBEEQBEGww2yc/frrrzj//PNht9uxYMECTJ06FbNnz1bUmTlzJiIiIrB69eqgjbOlS5eiqanJPWe8bds2PProowCAiy66CEVFRTh48CAKCwsV69H279+P6dOno7OzE3PmzMFnn32maDclJQXTpk0DAFRUVODss8/GlVdeidGjR8NgMOCnn37CypUrkZWVpbrYf6AQBAGjCsYAu9SjNQOlJ+MsEKdYuHnOBEFAcXGxJvZLCzdIO3ZIO3ZIO3ZIO3a0pB2zcfaXv/wFnZ2d+Oyzz3Duueeq1jEYDJg0aRJKS0uDbv/pp5/G/v373a9LS0vd7WRkZKgmmgWAqqoqHDt2DABw3333eR0/44wz3MZZamoqpk+fjm+++QYrVqyA3W5HZmYm7rjjDjz44INITEwMut99SYfV1us2esqxG5DnTNt5elWx2WxBT20TTkg7dkg7dkg7dkg7drSiHbNx9u233+I3v/mNT8PMRXp6OrZu3Rp0+/v27euxTnZ2tiLqAgDOPPNMrzJfpKamYuXKlUH3bSAQRRG7KvYAMPSqnR6nNQPQLtw2QRdFEdu2bUNxcbHmt+jSGqQdO6QdO6QdO6QdO1rSjnmHgKamJmRmZvZYr729HXZ7+G2WrUV6itYMhJ4DAgJpI7yMM4IgCIIIJ5iNs+TkZOzZ0/P6p507dwZkxBE9I0q93zcpJAEBYeY5IwiCIIhwgtk4O/vss7FlyxZ8++23Put88MEH2LNnj3uNF9E7JK73W6H2ZFcFYniF27Qm4Du3DdEzpB07pB07pB07pB07WtGO+dv+//7v/2AwGHDJJZfg5ZdfxuHDh93Hjh07hn/+85+44YYbEBkZibvvvjsknR3K6HQ6ZOfk9rqdkERrhpltptPpMGXKlAFfQxCOkHbskHbskHbskHbsaEk7ZuOsoKAAb731FiRJwh//+Eekp6eD4zgsX74ciYmJuPHGG2G1WrFy5Urk5OSEss9DElmW0dwa+L5cvujRczYIk9DKsoympqaAA0WILkg7dkg7dkg7dkg7drSkXa/myS655BJs374dCxYsQEFBAUwmEwwGA3Jzc3HzzTdj27ZtuOiii0LV1yGNKIqorj3U+3Z6MKwG45ozURRRXl7utecZ0TOkHTukHTukHTukHTta0q7XvrusrCw899xzIegK0RPB7hCgxlBMQksQBEEQ4UTvV5gT/UYo1nqFIiCAtm8iCIIgiL6D2TjbvHkz7r77bmzcuNFnnV9++QV33303tmzZwnoZ4jgcx4ET9L1up2fP2eCb1uQ4DmazWXWvUcI/pB07pB07pB07pB07WtKO2ThbunQp/v73vyM7O9tnnZycHPz973/HSy+9xHoZ4jiCICAhObnX7ajZVbIs46/f7MMNb/+KPfUdPbbhCLPtmwRBwIQJEzQTIh1OkHbskHbskHbskHbsaEk7ZuPs+++/x6RJk5CUlOSzTlJSEiZNmoTvvvuO9TLEcSRJQgtDtOZD05SRspKKdbbtUBu+3XMMB5utAfYlvDxnkiTh6NGjkHraWJTwgrRjh7Rjh7Rjh7RjR0vaMRtnBw8e9Os1c5GVlYXa2lrWyxDHkSQJ9ceagj5vam4cVlwztqsdFbuqsT247bXCbc2ZJEmorKzUxBsu3CDt2CHt2CHt2CHt2NGSdszGmdFoRFNTU4/1WlpaNOEiHAywRmtG6Lv0VzOsgp1fD8cdAgiCIAgiXGA2zsaOHYsffvgBjY2NPus0NjZi3bp1GDNmDOtlCA9Y13rxHndZbcE/H6TNF24BAQRBEAQRTjAbZ9deey3a2tpw+eWXo6amxuv4wYMHMXv2bFgsFlxzzTW96iTh9G4JerZoTd7DM6ZmVwUbmBJu2zdxHIfY2FhNROCEG6QdO6QdO6QdO6QdO1rSjjkJ7bx58/DWW29h7dq1GDVqFM4//3zk5eUBAPbu3YsvvvgCHR0dOPXUUzF//vyQdXioIggCzFExwNGmoM/19IypLebng3wQwy0gQBAEFBYWDnQ3whLSjh3Sjh3Sjh3Sjh0tacdsnOl0Onz++ee4/fbbsXz5cnz44YeK44Ig4Prrr8fzzz+viU1Ewx1JktDaZmE6tyfPWbDTmuG25kySJNTW1mL48OHgecq7HAykHTukHTukHTukHTta0q5XVlNERARef/11/OUvf8HatWtRXV0NAMjMzMSZZ56JtLS0kHSScD40bR2dYJmJVnjO1AICEJx1Fm5rziRJQk1NDVJTUwf8DRdukHbskHbskHbskHbsaEm7kLi00tLS8Lvf/S4UTRF+EBkDAjjOaX7J8OE5C/IZDLdUGgRBEAQRTpBZHUY4emETuQywQLZn6olw85wRBEEQRDjRa8/Z2rVrsW7dOhw6dAhWq3qGeY7j8MYbb/T2UkManufBCToAbO4znuMgQlb1nAWbb4/VgzdQ8DyPpKSkAXdThyOkHTukHTukHTukHTta0o7ZOGtubsbFF1+M77//HnIP3hgyznoPz/MQ9AYAnWznc86JTTXPWbDetHCb1uR53h1JTAQHaccOaccOaccOaceOlrRjNs7uv/9+rFu3DiNHjsT8+fMxatQoREdHh7JvhAeSJMHSaWM+X+Bc7ai0HaStFW7TmpIkoaqqCjk5OZr4RRROkHbskHbskHbskHbsaEk7ZuNszZo1SElJwYYNGxAfHx/KPhEqSJIEq10EgoysdOFKp6Hm9fLnOeMAPHPxKBh0HP64eheA8EylUVdXh6ysrAF/w4UbpB07pB07pB07pB07WtKO+erNzc049dRTyTDrR/wFBJyUFev3XH8BAf6mKeMidBiTGomMWJO7LNyS0BIEQRBEOMHsOcvPz0d7e3so+0L0gNq2SaflxsEgcJh3Urrfc12es2ADAiamO6eqBQ8zPty2byIIgiCIcILZc7ZgwQKsXbsWe/bsCWV/CB/wPA9JZUrzd5NScN/Z2RgW4X/fTVci2iOtNry58RAOHOsKLPA1rZmXYMYtp2QAAASPTLbhNq3J8zwyMjIG3E0djpB27JB27JB27JB27GhJO+YezJs3D7fffjvOOOMM/Otf/1Ld/JwIHTzPQ5bV1psFtgbNcwun/2w+jNvf3+V+rWZrTcmMwUuXFyDapHOf72oh3AICtPSGCzdIO3ZIO3ZIO3ZIO3a0pB1zDwRBwNNPP41Dhw5h3rx5yMrKgiAIqv9ob83eI4qi6tqwQPfF7L65eaejay5TzXOm9mzqeN9BBVpGFEXs3LkToigOdFfCDtKOHdKOHdKOHdKOHS1px2w1ZWZmguPYIgeJ4JFl+Xg+OTbNBT9muJojTFC5tzzPAZKMvfUduG7ldkwvTMTVk1KZ+tOfyLKM5ubmHvPxEd6QduyQduyQduyQduxoSTtm42zfvn0h7AbBSnePGEs9tWlKQcUl52ng1bXZ8ebGQ2FhnBEEQRBEODHwE6tEwKjZ8oH60fxNf6pOa6rU16kUhmKvToIgCIIgugiZcWa1WnHo0CE0Njb2uq22tjY8/PDDmDlzJtLS0sBxHObOnRtUG9u3b8cFF1yAmJgYxMTE4IILLsD27dt7XXegcC5Q9DaOAp1Z9jcFrTqtqeY5U2kjHIIDeJ5Hbm6uJhZ5hhukHTukHTukHTukHTta0q7XPXj11VcxceJEREZGIiMjA/fee6/72Pvvv4/LLrss6HQb9fX1WLx4MTZt2oTi4uKg+1RRUYGpU6eivLwcixcvxuLFi7Fz506cdtppqKioYK47kPgyrgI1zoL1nKkZYmoGWzhsgs7zPJKTkzXxhgs3SDt2SDt2SDt2SDt2tKQdcw9EUcSll16KW265BTt37kRhYaHXIroJEybgww8/xKpVq4JqOy0tDTU1NaitrcUHH3wQdN8eeOABOBwOfPfdd7jrrrtw1113Yd26dbDb7Vi4cCFz3YHE4SN6hAtwYlPN2HKh5vziVQwxtXVr4RC5KYoitm7dqokInHCDtGOHtGOHtGOHtGNHS9oxG2dLly7FmjVrMH36dOzfvx9lZWVedfLy8jBy5Eh8/vnnQbVtNBqRnu4/470v2tra8PHHH2PWrFnIzMx0l2dmZmLWrFn4+OOP3TsbBFN3oPG1ZVJIPGdqAQGBrjkLg2lNWZbR0dGhiQiccIO0Y4e0Y4e0Y4e0Y0dL2jEbZ8uWLUNKSgpWrVqFlJQUn/XGjBmD/fv3s14maMrKymCz2XDyySd7HTvppJNgtVrdhmQwdQcaX49KwAEBfqwzte2Y1Lxkauk4wsFzRhAEQRDhBHMqjV27duHcc89FZGSk33qRkZGoq6tjvUzQ1NbWAoCq581VdvDgwaDrqmG1WmG1Wt2vW1paAAAOhwMOhwOAcw6b53lIkgTJYxNLV7koigor3Ve55GcDTFmWvdywgiAAgLtczRNms9vBc5yqC5eDs01BENx9V7PvrDYHHHqOaUyCIIDjOLdWvvreU7lOp/PSgOM4d99d1xVFUVGudj96e5/6a0yefezLMXn+PVjG5Opjf9wnz2ODZUz9cZ9c/9OzF/yYAO/vhHAfU3/dJ8/nry/G1L0tfzAbZ3q9Hp2dnT3WO3DgAKKjo1kvEzQWiwWAc2q0OyaTCQDQ0dERdF01nnjiCSxevNirvLS01G20JiUlIS8vD1VVVQojNSMjAxkZGdi9ezeam5vd5bm5uUhOTsb27dsV184dOUq1D1ZrJ8QIASUlJYry4uJi2Gw2bNu2zTmOdj26O0o3lmyCwAGH673HX193BLt3t6OwsBC1tbWoqamBtdO7jdKtWxFnYBtTQUEB4uLiUFpaqnigi4qKYDAYehwT4HxDTJkyBc3NzSgvL3eXm81mTJgwAfX19aisrITD4UBpaSliY2MVY3IRqvvUn2Ny0ddjysjIgCA4n7HBMqb+uE/Hjh1zP3eDZUz9eZ8cDgfa2towbNiwQTMmoO/vU1FREVJSUtzP3WAYU3/eJ9d7ti/GFMwyKU5mnFw95ZRTUFFRgcrKSrfxxfM85s6di3/+858AgKNHjyIvLw8nnXQSvvrqK5bLwOFwQK/XY86cOVi2bFmP9VevXo3LL78cH330EWbOnKk49tFHH+Hiiy/Ge++9h1mzZgVVVw01z1lmZiYaGhoQExMDIHS/TBwyh0v+2XXTXbx59RgkRRl6tOIXfVGFTTVtijrvzxkLg47HmyWH8c5WpXfzsvGJuOHE4YpfJnet2YOKeqWx+toVo5AWY2Qa02D5tUVjojHRmGhMNCYaU09jamlpQUJCApqbm902gi+YPWfXXXcdbrvtNsyfPx//+te/YDAYFMdFUcRtt90Gi8WCOXPmsF4maIYPHw5AfTrSVeaasgymrhpGo1HV66bT6bz2E3U9AN1x3dCeyjs7bar1eJ4Dx3E+9y91letVrsMLOuh0PGSVlWv64/uievZdp7bojPfeOzXQMXXvY2/KfWngepOWlpZi4sSJXmNSq9+b+8TSd1/l/sYUTN97MyaHw4GSkhJMnDhx0Iyppz4GW+5rTJ7PnefxcB5Tf90nl/fCpd1gGFMgfQy2XG1M3bULpO9aH5O/PoZyTJ7auaaIQzmmYPYZZw4IuOmmm3DmmWfirbfewujRozF//nwAwNatW3HHHXdg1KhRWL16NaZNm4ZrrrmG9TJBM378eBgMBvz0009exzZs2ACDwYBx48YFXXfA8eHfDDSVhk5l0Zkrv1mgSWjV1pwFk4S2od2O1s7A59xDiRZCo8MV0o4d0o4d0o4d0o4drWjHbJwJgoDPPvsMt9xyC2pra/Hqq68CcK63evHFF3HgwAHceOON+PDDD/tsg3S73Y7y8nIcOnTIXRYVFYUZM2Zg9erVinno6upqrF69GjNmzEBUVFTQdQca2Yd1Fqi0ej9bL6kmoVV5Murb7T7b6Inth9ow5z87cNWKMvz9h2ra9okgCIIgfMA8rQk4F82/9NJLePjhh7F27Vrs27cPkiQhIyMDZ511lnvakIWlS5eiqanJPWe8bds2PProowCAiy66CEVFRTh48CAKCwu91qM9/vjj+Prrr3H66afj9ttvBwC88MILEAQBjz/+uOI6wdQdSHzZMoGaver7Yjr/V0ulEWX0fjSOtHpPrQa6Q0DpwVY4jl/wox31OK8gAXmJEYGdTBAEQRBDCGbjbNKkScjLy8O7776LpKQkXHHFFaHsF55++mlFfrTS0lJ39ElGRgaKiop8njt69Gh8//33uP/++/HnP/8ZADB16lT89a9/xejRo5nrDiS8j3nyQD1nfqc1VaYmowzq1+tOoNOajm4WYJu1/1zHgiCgqKjI51oDwjekHTukHTukHTukHTta0q5Xec4KCgpC2RcF+/bt67FOdna2z0y+RUVFAe9MEEzdgcLXOANdc6Y+ren637vtaJP3wxlr0qG525qxQJPQOroZcVWNHRidHAGTvn/eBN0DVojAIe3YIe3YIe3YIe3Y0Yp2zGvO8vPz0dDQEMq+EH4Qfcwf+tuWyZNgAwKiDN52+/2/zcIws7I8UM9Z93qvrD+IW94r9/Ko9QWiKHrl6CICg7Rjh7Rjh7Rjh7RjR0vaMRtnN9xwA7777jtFsjii7/C5gD5Q40wlpNiVAiZQz9mkjBj857pxuGpi13Zdga456+45A4BDLTaUHmwJrAGCIAiCGCIwG2cLFizA3LlzccYZZ+DZZ5/Fnj17YLOp5+Iiek9v99b0H63pXT/a6GuNG6dIs9HTtKYsy/h6dwO+2KXuZW3qGJjUGgRBEAShVZjXnLkWzMmyjHvvvRf33nuvz7pqWXaJIPHlOAswIkB9WtP5v9rUpNq0pguFcdbDtOYPVU14+tsDPo+39mNgAEEQBEGEA8zGWWZmZp/lLyO84dUSj6G3qTR85zlTM+ZceB7qKV/Zv34+5Pd4q7XvjXZBEFBcXKyJCJxwg7Rjh7Rjh7Rjh7RjR0vaMRtngURTEqHDl4Mq0IAAvR/PWRBJ/gF095z5r9vU6Z241pPWzv7xnNlsNpjN5n651mCDtGOHtGOHtGOHtGNHK9oxrzkj+hff0SMBptJQ8by5vF7BJusXuMCnNS02/9Zbf3jORFHEtm3bNBGBE26QduyQduyQduyQduxoSbuQGWdWqxWHDh1CY2NjqJokPPBlQAWcSiPIaU1/BBMQ0BONFlqLSBAEQRCe9No4e/XVVzFx4kRERkYiIyNDERjw/vvv47LLLsOePXt6e5khj08TqBfGmWtKMlgDy9M4U0uREQyNFv/TngRBEAQx1GA2zkRRxKWXXopbbrkFO3fuRGFhoVcW+wkTJuDDDz/EqlWret3RoY7vHQICQ23NmavFYO0rTzvP37SmzdFzErRjHf1jnGlhgWe4QtqxQ9qxQ9qxQ9qxoxXtmI2zpUuXYs2aNZg+fTr279+PsrIyrzp5eXkYOXKk5rdGCgcEQT12gw80lYbatKakvrfmjDGJ/vvi0ZY/w64hAK+YxSah0x5gJltGdDodpkyZAp2OOf5lyELasUPasUPasUPasaMl7ZiNs2XLliElJQWrVq1CSkqKz3pjxoxRbGBOsBHsurDuBLp90yXjknD9icP9txVgnrP6tsC8Yu22vl18KcsympqafHofCd+QduyQduyQduyQduxoSTtm42zXrl048cQTERkZ6bdeZGQk6urqWC9DHMdX9EjvAgJc/3c9iHN/MxyRBv9u3UCjNQOdsuzturWeEEUR5eXlmojACTdIO3ZIO3ZIO3ZIO3a0pB2zcabX69HZ2dljvQMHDiA6Opr1MsRxfG6tGeC0pl5lb01RxXOmUs2LQKM17QFuam4PdINOgiAIghgCMBtnY8eOxaZNm9Da2uqzztGjR7FlyxaccMIJrJchjiP7jtcMCLVpTZdd5WlgCQEYe54p0/x5zgKNAg3UiCMIgiCIoQCzcXbdddehoaEB8+fPV93wXBRF3HbbbbBYLJgzZ06vOkkAgcdlquM3z5mHgRXINKlnEII/u6qnBLUu7H08rclxHMxmM203xgBpxw5pxw5pxw5px46WtGMOSbjpppvw7rvv4q233sL69etx3nnnAQC2bt2KO+64A5988gmqqqpw7rnn4pprrglZh4cqvvbWDBTV7ZuOzya6bCMOgU2TBrrxecDGWR9PawqCgAkTJvTpNQYrpB07pB07pB07pB07WtKO+RtfEAR89tlnuOWWW1BbW4tXX30VAFBaWooXX3wRBw4cwI033ogPP/xQE1ZouCP20oBR85zZJRmHWqxuD1og682AwAMCAp2tdPTxtKYkSTh69Cgkida2BQtpxw5pxw5pxw5px46WtOtVMg+TyYSXXnoJDz/8MNauXYt9+/ZBkiRkZGTgrLPOwvDh/lMyEIEj9vJhUVtztviLSsXrQHOmeTrx/KX4CNxz1vfGWWVlJeLj48EHaoESAEi73kDasUPasUPasaMl7UKSaS0pKQlXXHFFKJoi+gi1aM3uBG6ceXrOfNcL1DjrcAx82DJBEARBaAUyq8OE3ubEU5vW7I6Kc81HvUCnNQPr9GNf7cPLP9YEdnGCIAiCGOT02nO2du1arFu3DocOHYLValWtw3Ec3njjjd5eakgj9zZaMwDLi8lzFoJpTQBYs70ON5+SHnAfgoHjOMTGxtLaRwZIO3ZIO3ZIO3ZIO3a0pB2zcdbc3IyLL74Y33//fY9bHZBx1nt6O/+tD8BzFnBAQKB5zoJcJmd1SDDrQ7/prCAIKCwsDHm7QwHSjh3Sjh3Sjh3Sjh0tacdsnN1///1Yt24dRo4cifnz52PUqFG0E0Af0tvoESEQ4yzAXwue9fxtvRSM5wxwboLeF8aZJEmora3F8OHDB3yRZ7hB2rFD2rFD2rFD2rGjJe2YjbM1a9YgJSUFGzZsQHx8fCj7RKjQ22jNwIyz4NvyZ38FuubMRYddBKAP6pxAkCQJNTU1SE1NHfA3XLhB2rFD2rFD2rFD2rGjJe2Yr97c3IxTTz2VDLN+orcBAYEQ8JqzQAMCgvScddgHPrcMQRAEQQw0zMZZfn4+2tvbQ9kXwg/9sfskWyqNEE5r2imlBkEQBEEwG2cLFizA2rVrsWfPnlD2h/BBf0SPBLpDlC6AaM1jFjv2NnQEdf0OW994znieR1JS0oC7qcMR0o4d0o4d0o4d0o4dLWnHvOZs3rx5qKiowBlnnIFHH30U06ZNQ0ZGRij7RnjSD8YZyw4BahGZrVYHbnj7V1iCnKbs6CPPGc/zyMvL65O2BzukHTukHTukHTukHTta0i5g40wQ1KPoZFnGvHnz/J7LcRwcDkdwPSMUSEFOEbIQcEAA599z9umO+qANMwBM5wSCJEmoqqpCTk6OJn4RhROkHTukHTukHTukHTta0i5g4ywzM1MTidmGKv2xEWvAqTQ8rLiNB1pQ12ZDUpTBXca6dqyvPGeSJKGurg5ZWVkD/oYLN0g7dkg7dkg7dkg7drSkXcDG2b59+/qwG96IooinnnoKr7/+Oqqrq5GZmYl58+bhvvvu8+nFA5z9zMnJ8Xlcp9PBbre7X8+dOxfLly9XrVtdXa2ZqdpQ+M2mFybg850NPo+zeM4AYMk3+/DMxaPcr20Ott721ZozgiAIgggnQrLxeV+wYMECvPzyy7j++utxyimn4Mcff8QDDzyA6upqvPTSSz7PS0pKwooVK7zKq6ursXDhQkyfPl31vOXLl3tZylpKE9LTLgyB8MepmTDpeHxQVqd6nA/QOuseOLDjcDs67SJMxxPIWoPdGuA4wXjc9h/rwCNfVCEjzohF5+X2ybZPBEEQBDEQhNQ4O3bsGABg2LBhvWqnrKwMr7zyCm6//XY8//zzAJwBCDExMXjxxRcxf/58jB8/XvXcyMhIXHvttV7ljz76KACnp0yNq6++GjqdZm1VgOu9i1XgOYxLi/JtnDGk0nCxr7ETBSmRAAC7yOg5C2LN2RNf78PBZisONlvxQ2UTTs/z/czxPI+MjIwBd1OHI6QdO6QdO6QdO6QdO1rSrtc9+Oyzz3DeeechKioKiYmJSExMRFRUFM4//3x89tlnTG2+/fbbkGUZd955p6L8zjvvhCzLWLVqVdBtvvnmm0hISMCMGTNUj8uyjJaWln5Z28VCqNb7+TPAAtgb3WcblR5pM2wONg2DWXO2r7HT/feRVpvfulp6w4UbpB07pB07pB07pB07WtKuVz246667MHPmTHz11VewWCyIiYlBbGwsLBYLvvzyS8ycORN333130O2WlJQgJSXFa+1YTk4OkpOTUVJSElR769evR0VFBX73u9/BYDCo1klISEBsbCyioqIwa9Ys7N27N+h+9yW93b7Jhb+Zy95MDSqMM0bPGWu0pijL6LCLPqd+RVHEzp07IYqU5DZYSDt2SDt2SDt2SDt2tKQd8zzeqlWr8PzzzyM5ORkPPfQQrrvuOsTGxgIAWlpasGLFCjz66KN4/vnncdJJJ2H27NkBt11bW4v09HTVY+np6Th48GBQfXUt+J8zZ47XsdTUVNxzzz2YPHkyDAYD1q9fj6VLl2LdunUoKSlBVlaWz3atViusVqv7dUtLCwDA4XC4U4fwPA+e5yFJksIr5yoXRaVR4atc9LGOy1Wn+8PkCproXu7POOM4KFKecBwHQRBU+96dPfUWSJIEnudhc7A92BarUzdfffdV/r+KY/h3yWFMTI/ConOzvfrucDjQ1NTkHpuvMYXiPgmCoJo6Jtgx6XQ6yLKsKPd1P/zdp96OSRRFNDU1QZblQTMmVx/7+j65tHM4HJBleVCMqb/uk0s7SZIgCMKgGJNnH/vyPsmyrHjuBsOY+us+eX5X8Dwf8jEFk1KM2Tj7+9//DpPJhHXr1mHUqFGKYzExMbjtttswbdo0nHDCCfj73/8elHFmsVgQHR2tesxkMrmNoEDo7OzEO++8g7Fjx6K4uNjr+JIlSxSvZ82ahWnTpmH69OlYtGgRli1b5rPtJ554AosXL/YqLy0tRWSkc/1VUlIS8vLyUFVVhbq6rrVeGRkZyMjIwO7du9Hc3Owuz83NRXJyMrZv346Oji5vlD02U7UPHR0dMBgMXt7E4uJi2Gw2bNu2zV0mCAL41NE+xyM57Ip2YmNjUVhYiNraWtTU1LjLk5KSvM6ta25DbW0tMjIy0NzGtq1XQ3MbSkpKUFRUFMCYjO7yA8ecU5wbq1vx9foSxBkAs9mMCRMmoL6+Hnv37kVTUxM2b96MuLg4n2MKxX0qKChAXFwcSktLFW/SwMbkRBAETJkyBc3NzSgvL3eXe46psrLSXe7vPvV2TJ5G2WAZE9A/96mhocH93HEcNyjG1F/3yWVgtLS0ICEhYVCMqb/u09ixY2Gz2dzP3WAYU3/dJ4vF4n7PFhYWhnxMwWx5ycmMYYBxcXGYOnUqPvnkE7/1ZsyYgR9++AFNTU0Btz1+/HgYDAZs2rTJ69ikSZNgt9tRVlYWUFvvvPMOrrzySjz55JO47777Au7D5MmTcejQIdTW1vqso+Y5y8zMRENDA2JiYgCE7pfJ1tpWPPj5Pq8+fH7TCQACt+LLDnfggU/Vt9yaMDwKj03vmkr298vkgte2Ks5NjTbgn1cVgud53P5+OXbXqW/dNCLOCEkGRiaasXZvk+JYWrQBr80eHdAvkxlvqN//V68YheExRkXf7XY7Nm/ejEmTJkGn09EvyCA9Z5s3b8aUKVO8tA7XMbn62Nf3yWazYdOmTZg0aZL7euE+pv70nG3evBnFxcXQ6/WDYkyefexrz9nGjRvdz91gGFN/es5c3xUGgyHkY3L92GhubnbbCL5g9pzZbDa3d8gfkZGRsNn8L9juzvDhw7F161bVYwcPHsTEiRMDbmv58uUQBEE1gtMfWVlZPRqARqMRRqPRq1yn03lFfroegO74ytnWvZzzEa3p+mXkK9LUux+q1ZzX5DnVdnz13RNJlt11/K05y0kw44FznAbg2r2limMdDklx/UDHpOgHeMVxnueh1+uRl5cHvV7v7qOvMfX2PrH2Xa2c44K7H30xJp53bmfi7xkItzH11Mdgy32NSafTeT13/voeDmPqr/vkeu5crwfDmALpY7DlamOSJEn1ufPXd62PyV8fQzkmjuPc2gX73eqv3DWmYDJCMAcE5OXl4bvvvvPrprNYLPjuu++C3qtq8uTJOHLkCKqqqhTlVVVVOHr0KCZPnhxQO4cPH8YXX3yBc889F2lpaUH1Yc+ePUhJSQnqnD4lRNGa3RPIehJoElo1PJfEWRiTyVoZozw96VQJKuB5HsnJyT0amIQ3pB07pB07pB07pB07WtKOuQezZ8/G0aNHcckll6CiosLr+N69e3HZZZehrq4OV155ZVBtX3nlleA4Ds8995yi/LnnngPHce727HY7ysvLcejQIdV2Vq5cCVEUfeY2a29vVzUuV61ahbKyMlx44YVB9bsvkRgTu3anr6I1JQ83sb9ksv4m0Vnzo3nSqWLgiaKIrVu3aiICJ9wg7dgh7dgh7dgh7djRknbM05r33nsv1qxZg2+++QZjxozBpEmTkJ2dDQDYv38/Nm3aBFEUUVxcjHvuuSeotidMmICbbroJL7zwAlpbW3Hqqafixx9/xL/+9S/cfPPNKCoqAuCc4iwsLMScOXNUF+4vX74ccXFxuPjii1WvU1FRgbPPPhtXXnklRo8eDYPBgJ9++gkrV65EVlaW6mL/gUJiWxrohb98ab0xzlwboMuyDIuN7cF2SDJESVZNcuuios7i18BU85zJsuxeZEwEB2nHDmnHDmnHDmnHjpa0YzbOzGYz1q5diwceeAD//Oc/sXHjRmzcuFFx/A9/+AOeeOIJmM3moNtfunQpRowYgddffx0rV65Eeno6HnvsMfzpT38K6PzS0lKUlZVh/vz5quvCAGcajenTp+Obb77BihUrYLfbkZmZiTvuuAMPPvggEhMTg+53XxGqR8W/54y9XZdjz+qQIfnpbE/jsIu+jbPddRbc/v4uv+erec4IgiAIIpzo1X5FUVFRePHFF/HXv/4VmzZtckc2Dh8+HJMnT0ZERAR7x3Q6LFy4EAsXLvRZJzs726eFO3HixB6t39TUVKxcuZK5j/1JqAx5f96xQPfWBICC5AiUH7W4X4vHLbKe9sfs2TiTYNKrz7b/Y32NarknZJwRBEEQ4U5Qxtn//vc/1NTUoLi4GGPGjHGXR0RE4LTTTlPU/fXXX1FSUoLMzEycddZZoentEIYL0QLF7puWK44F4TlbeE4Ovt3TiJWbDsMmyu5pzZ6mNEfEmfwe9xfpGYh92qliHAqCgIKCAp9ROoRvSDt2SDt2SDt2SDt2tKRdwMZZdXU1LrzwQmRmZqrmH+tOZmYmLr30UtTU1KCiogLDhw/vVUeJ0ODPc2bUBW4AJkcbcOXEVPxQ1YyKOovbc6a2ebmO55ARZ4RJx2P2Cf4jYG1+Ah/0AXj21NaccRyHuLi4Hs8lvCHt2CHt2CHt2CHt2NGSdgF/G7/++uuw2Wx48sknfWbv9yQ6OhpPPfUUOjo68MYbb/Sqk4R3YjtW/K35jzPrg27P5W2TZOdiSrXAhaQoPV6+vADPXTpaMWU5qyjZq66/iE19AK49tWlNh8OBjRs3BrV1BuGEtGOHtGOHtGOHtGNHS9oFbJx99dVXSEpKwiWXXBJw4xdddBFSUlLw+eefs/SN8KA/1pzFmYNfgui5eF+Su9aeda+jFiU69zdp+Mv0XEzNjXOX+fOc6QKY2lXznAGhM26HIqQdO6QdO6QdO6QdO1rRLmDjrLy8XHULl54oLi7Grl3+I+yInglVtKa/JLSxpt4ZZ6Ikw6FinPm6ol7gMWVELJIiuzx2NofvkeoYPWcEQRAEEU4EbJy1t7cjNjY26AvExsaira0t6PMIJaHKu+Jv2RaT58zD2BNlGWqOr556rveIUnhm7X5UNqjvyxnQmjMyzgiCIIgwJ2DjbNiwYThy5EjQFzhy5AiGDRsW9HmEklBFa/qb1oxlmtbs+luUuqI2PenJrjR4eMQONltx70e7VesFkiNXbVpTEAQUFRVpIgIn3CDt2CHt2CHt2CHt2NGSdgF/448ZMwYbNmxAR4e6V0MNi8WCn376SZF2g2AjVGvO/AcE9NJzJqmvOetpdwNDtyhRX3tzBrK904b9zbh6RRne33ZUeQ2DocdzCXVIO3ZIO3ZIO3ZIO3a0ol3AxtmMGTPQ3t6ORx99NODGH330UXR0dGDmzJlMnSO6EKVQ7a3p2zqL6e2aM1lWNc56IpDpSsB/sIAnjRYHXv3pYFe/RBElJSWaWegZTpB27JB27JB27JB27GhJu4CNs/nz5yMlJQVLlizBo48+CsmPsSBJEv7yl79gyZIlSElJwc033xySzhK9x18SWoO/gz7guwUEqE1r9mSvdfec+SIUG6MTBEEQhNYJ2FUSERGB1atX45xzzsGiRYvw2muv4YorrsCkSZOQlJQEAKirq8PmzZvx7rvvoqamBiaTCatXr+7VNk6Ek1BtfN6bzc3V8Ayg9BkQ0EPfA8lfBgA2lcX+CRF6HOuwqxqAPW2iThAEQRBaJKh5rFNOOQXr16/Hddddhx07duDZZ5/1quP6Ih47diz+/e9/Y8KECaHp6RAndHnOQtOOC0WeMwmqqTR66rqax07NsLKrtD3v5OGYmB6NP67ehfp2u+JYp11CpHHgF3YSBEEQRDAEvcjohBNOQFlZGf773//i008/xZYtW9DQ0AAASEhIwAknnIALL7wQ559/fsg7O5ThQxStqZYMFgDGpEYytacMCJAhqRlnQURrurA6JEQYlIaVmufMKPCIM+sRoRcAdDPOHE7jTBAEFBcXayICJ9wg7dgh7dgh7dgh7djRknbBrwA/zvnnn08GWD8SuiS03mU58SYsPCebrb3uAQFMqTS8DU9V40xlzZnLM2bUq7fhPtdmg9ls9t8RQhXSjh3Sjh3Sjh3Sjh2taBcadwzR54QqekRtzdnNp2QgMZItfDiQHQKkHkxLtTVnVhUvmV1lQVthstPjF60yfelKSCuKIrZt26aJCJxwg7Rjh7Rjh7Rjh7RjR0vakXEWJvTl3pq9WYemDAhQz3PWU9/1ap4zFUOsu+csxiS4Iz0Lkr2nZX3ts0kQBEEQWoaMszAhVNOaakvXehPByXPdU2l41+lxWlOn5jnzPql7nrP7z852/z0xPdqrfqdj4H/9EARBEESwkHE2xFAzw3pjnHWf1lT1nPVgWqqtOVNb/G/3MNj+fG4OJmfGuF8XpHina/E08LSwwDNcIe3YIe3YIe3YIe3Y0Yp2ZJyFCRwXumjN7tOY3W0jWZLQ+sVKtP7335A9kg2LbU2QHcqIyAhLHaYe+R6R9jZU1Fnw0fY6JHUeRWHTr+Bk57k9JqFVWXPWfQNzSZbdqTQKkiNwak6c4rhe4DFtVHy3NpyeM51OhylTpkCnY45/GbKQduyQduyQduyQduxoSbuB7wEREKFKQgs4PWWe7XX3nHVu/R5Nbzlz2PExCYg8ZTosG79Gw98XQp+eg+QHXgcfGQ1ZdGDyx4twetNBnHBsC5bqFyDK3orHtj2KCLED/865Bt+lnglZBqyV28HpTTBkjvTqj+qas27GmcNjvtTXjgK3Tc1Eh0PCD5VNznEcX3MmyzKam5sRGxvrM5UIoQ5pxw5pxw5pxw5px46WtCPPWZjgb7usYOnuOdOVfonGZY/B0XgEAND65VvuYy1rXgUAWDZ8AcgS7DV70fDa/3OW/fI1Ipuce1hOOLYNADClfiMixA4AwLVVKwEA+Y07cPSRuTjy8DWw7d/l1R81z1n3aU3P9WZq9QHApOdxanas+7XVI1qzvLxcExE44QZpxw5pxw5pxw5px46WtCPjLExQ85vNO2k4U1uenrJ4awN0/3kU7Ws/QNPbzzmPR3QtrpcsrQAAe80ed1nnlu8htbeg7etVinZ1kh1pHYe8rndWzRfOP0QRTW/9DQBgrdiKQw/OxrGVz0AlHqArDYYkY9F/9+IPb//qPqbmaXNh9PCqdZ8aJQiCIIhwgKY1wwTPWc1bT83AuLRI5MSzJcrz9Jzltla6/+745Svg1ifA6btynrmMM86gvJbY3AD7oX2KsjhbE0a27lGUmR0WRNlb3a+tFVshSxJaPv4nHAcr0XawElxsAoAJ4GURWW370aEzw+pIBwD8WNWEn/e3KNr05TkDnN4zF5RKgyAIgghHyDgLQ0w6HrkJ7JvJe3rOYuwtXsfF1iaPFyJkSYTU3qys09wA2dKqKEvtOIx0y0FFWbrlIOI7GzxOdMC+vxyd2350F7V9/AZ0JzyDm3a/ionHtgAAqo1XA+PvRl27HfktuxFvbcQvib+BzPF+PWcmD8+Za1qT4ziYzWa/awharQ78Z9NhjBhmgknHY3RyJIbHGn3WHyoEoh2hDmnHDmnHDmnHjpa0I+MsTOA8E5T18rnxzMif3HnU67jU0qh4LdYfguRpsAFwHKn2Oi+/tQJ8twnYsU07EOVoU5TZqn5VvJatHRhuqcWEY1vdZUk7vgJwN1L3/IA/7XgKAGASO/Fd6pkw8DJav34HwrAkREw+S9GW2rSmIAiYMGGCV389+es3+1BS3WVsRhkE/P3yAiRHs+2cMFgIRDtCHdKOHdKOHdKOHS1pR2vOwgTPgIDeZPQXm+pR0LwTetEGAEjpOOJdp1lpnNn274JstyrKHIcPeJ2X2e5tsE1u2ORV1rl9g1fZ+KYyhWFnaquD/fB+jPjocXfZSfXO8wq3r0HTv59Ew4v3wbrHGYggWTvQ/uOnMLYc7rrO8WlNSZJw9OhRn0EVdW02hWEGAG02EX9bu1+1/lCiJ+0I35B27JB27JB27GhJOzLOwgRlclc266z163dQe9d0/GHTk7ipwhmFmdKpNM4kayek1mOKMnttJbpjP7zPq0zNOEvrPOxV1ln2k1fZyW3bvcra/vee4vWItgMwiFYUbFzhLmv/7gMAwLEVT6LxtUXA87fCKHYCABydHbBV74EoiqisrPT5hvt6d6Nq+ZbaNtVkuEMJSZL8akf4hrRjh7Rjh7RjR0vakXEWJnhm2Wd1nLWvXe2OLMhr3QudZEeCtUFRx3F4HyB3yzFWV+vVlprnLM7e7FWmRncvHACkHNvrVdax8RvFa4Nsx0XVHynrlP0EqdMCyw8fO9tursfUoz8Asoxp/3sUR/58FZrfWOwetyw6INttijaOtilfe9JmG/iQaoIgCGJoQcZZuODhOAtkraLY1oRjb/0Nbd93GTNSR7v7b5PYiUhHu9caMXuNt5Ek1h30KnMc8TbOQo14zHs93HmHvlS8lprq0fLR64qycw59jdy2SqQ1OHOqdWz4LyK3fwfJ0orDC2ej5pYzcGzFk5BsTg+bxSaCl9WNsDYrGWcEQRBE/0IBAWFDl0UWiHHW8tEbaDueTNYwYjQMWaMhWzvcx/WyAxEOi9d59oPeU5gOFeOsx93MVeBj4r2CDYSkdFXjLxhaP3tT8TrR2uDlYYve9RM61me6jcq2b96BLjkDphNOw4Uf3YlrWw5id3Q+nh1zFxy8HoLkQHbbPrS1ZADDTL3qXzjDcZwmsmWHI6QdO6QdO6QdO1rSjjxn4YLHw8IFMLHZ5pHlv2Pr9wAA2dqpqKOWRsNx2HsRvNjoHTTQE8cMcV5lhpwxitecwQhDdqHy+pyAX2OVZQDQYIj3KvPH2GZlRKhQfxBtny5TlHVsWYeWj97AsBancTiqtQITG0sRb23AQ2WP4v92/BXCP+5yrz+Q2lucedpCuJWW1hEEAYWFhZrZDDicIO3YIe3YIe3Y0ZJ2ZJyFCZ57YQZr00utTZAl0Wutl6pxVu+9vqwnLIJ3MtyaiAzFay4iGrrULEUZH5MAfbeyemMiKqNyFWUt+mhsG1akKDOMOgH6zHxFmT5zlN9+dg90sO4sgeXHTxRlkxs24fd730TG8XxtEbXlWLHqvxBbm3D4/12Do4/dgKb//M3vdQYTkiShpqZGEwtkww3Sjh3Sjh3Sjh0taadZ40wURSxZsgQjR46E0WjEyJEjsWTJkoD2vJo7dy44jlP9V1NT41V/+/btuOCCCxATE4OYmBhccMEF2L7dO3pwIPF8WALxuHLmyK5zW495ec0AHwloG7yjK3visDlV8drKG1BvTFSUCTHDoEsa3q0sHrrUTEVZdVQW9kVlK8rqjYnYHjdOUaZPzYZ5ym8VZdEX/h5CUrqi7MPMi736yxl8J5ed3LjZy+sWVfIxGpY9DrHBuTVV21dvwbZ/F8S2Zhx5ZC4O/ekSWHeV+mwznNHSh1W4QdqxQ9qxQ9qxoyXtNLvmbMGCBXj55Zdx/fXX45RTTsGPP/6IBx54ANXV1XjppZcCamP58uXgeaX9GR+vnB6rqKjA1KlTER8fj8WLFwMAXnjhBZx22mn45ZdfkJ+v9M4MFIpEGgEYZ0L0MDiOBwCIzQ2K9WYu1Iwzqd27TIHOADiU0Y1HTCnIbatyv27TRaFFH6Oow8fEQ5fYzTiLTYAuRek5OxiT7eU5azAmoGzYeBwxJSPleNJcQ3YBIqfOhG1PGTq3/Qg+JgHmCVMhRA/DkRfuA2+1oCoyG5+nT0dxfQkyOpyeMCE+BcPmPoj6v92uuMa+yCxkt6vnNftNw0Z0C2pFy6fLoItPha3SacQffeo2pC5eAd3wXFjLN0FqaYQhfwJ08SmqbRIEQRCELzRpnJWVleGVV17B7bffjueffx4AMG/ePMTExODFF1/E/PnzMX78+B7bufrqq6HT+R/iAw88AIfDge+++w6ZmU4vzuWXX47CwkIsXLgQ7777bu8HFAI8lzmprTnr3L4BkqUN5uKznbsJ8F1z5o6jByHbVDxnth4MMRV0yRlweOQ9k4yRaDbEKuq06qPRYlAaZ0L0MAiJaYoyPjYeutQRirIjcTloNcTgw8I5mFX3FTqbm/B98mmQOR5/G3M3Fh15E8MijYg4eTo4gxGJd/4NnTt+gT4tG7w5CqaxJyL5L6vw4mvvoSRmPCROwIpJd+HeHU9B33wUcVfdCdP4k2EYdQJsu7cAALYMm4DP0i/Awu1PKPqyPXYsxjXvUNWh45evlFayw4a2b96DbngOmv79pHN80XFIffw9CNFxAACxpRF89DBNLDYlCIIgtIsmpzXffvttyLKMO++8U1F+5513QpZlrFq1KqB2ZFlGS0uLTxdlW1sbPv74Y8yaNcttmAFAZmYmZs2ahY8//hjt7e2q5/Y7fr7Qbft3oe7pP6Lh7/+Hzi3rAABSZ1e/xcYjqh4xNc9ZT+hTlNOQUlQcWnXRirJWfTSa9HGKMj42wdtzFpMAIUpp2NUPywEAfBo3FVtv+Cfenr0cO+OcgQRnFBcg/9HlSF74Gvjj07YcL8A8/mToPAw/c3IaTvnddWg5bjTW6+Mh3/o3pL3wFSJ+Mw0cx2HY7x9Aiz4ax/RxeCdrNqqiclDtsU5uXfJp+Dx9unLwHA/TuJO6XncLDLD8/AVaPn6jS5vWJrR/9wHEpnocfepW1N5+Lhpf/X8IJ3ieR1JSkpcHmugZ0o4d0o4d0o4dLWk38D1QoaSkBCkpKcjJyVGU5+TkIDk5GSUlJQG1k5CQgNjYWERFRWHWrFnYu1eZw6usrAw2mw0nn3yy17knnXQSrFYrysrK2AcSQjy9Ld3tNM88X41vLgEAyB45zSBLsB/a59Vm0MaZzgAhQbm+TI4ahjZ9lKLsqCkZu2OUi/M5vQG8SblZOx+bAACIOPVCAIBp3MmAqWut3PPrqrGussn9esbYRMWm7f6YmhuH7HhnCgyrKCFv1GjojnuwAKB12Aj8adKT+L/JS1BnTgY4Du9kz0azPgab4ifhrZzfoSImH42GYe5zzCechqjfXqG8EC9AfzwKVWpvgdSsnP9s+997qH/pflh3/AIAsPz0uXv7KssvX+HYW3+DgyEatr/geR55eXma+LAKN0g7dkg7dkg7drSknSanNWtra5Genq56LD09HQcP+s+LlZqainvuuQeTJ0+GwWDA+vXrsXTpUqxbtw4lJSXIyspyX8fVptp1APi9ltVqhdXaFQHZ0uI0dhwOBxwOBwDnzeZ5HpIkKffHPF4uiqIiNYOvclHsOleWJHf7giBAdtjdxzhBB7vN6rXGzH6szqv/0fZWrzJP+KhYSG1dWf95cyQQFaeoI0UOQ5uoNM6qIzPRqTMjdu6DaF72GADAmFfkFczBRzg9bjHXPQDz1IugzxoNw3+9AzZc6HgOsix7taPT6bzKOY6D6fgm6FaHjF27dyMnOxuCIEAQBOxvtEDklY9/eWwh7i1+RlH299G34pSj69ESnYqbb5gHTmeALnMUHNW7AQCmiWfA9JtpaHr5AcV5nDkSckc7xMYjXqlIjr3zAqJajqHp1T8DADpKvkXC/a9A8Fif5mtMgiB4PUu+ykPx7EmShAMHDiA3N9fLA+0KN+9+P3yVa2VMrj5yHOd+H/XFmBwOB6qqqpCVlQWe5wfFmPrrPkmShP379yM3N9etZbiPybOPfXmfOI5DZWUlRowY4TYywn1M/XWfRFHE/v37kZWVBb1eH/IxdW/LH5o0ziwWC6Kjo1WPmUwmtxHkiyVLlihez5o1C9OmTcP06dOxaNEiLFu2zH0dADAavaP3TCan16Wjw3shvYsnnnjCHUTgSWlpKSIjnR6gpKQk5OXloaqqCnV1XQZSRkYGMjIysHv3bjQ3dxlAubm5SE5Oxvbt2xXX7nAku//es2cPdHXOh66oqAiSh3FmdYjY/NOPUE4gArUV5eiuaE+eM7s5BoKHcWbl9Wg41ophHnWaHDLaDN2Mswjn1OevxlSYfzsHybExME8+E9u2b4dnOIbFakUkgC1lZc4Hett2WC16+HLo8pDQ0dGBbdu2ucsEQcCUKVPQ3NyM8vJyd7nZbIZJ1+WpK6+oRGNDA+Li4lBYWIid1d67D7iI0sloczg9dPujsrE/Khs8BxSX7QTHAdw585Cx43/QtzXi8AnnoV0yIzElF8YjzrV45inn4GBqIeI/flG1fceB3W7DDADEhkPY94/FaJ46G8O+XQG+sw3J514Jx+Rp2LVrl2JMEyZMQH19PSoru9b9xcbGorCwELW1tYpo5FA8e7Isw+FwIDs7G6WlpYoPnqKiIhgMBi9PdnFxMWw2W8D3qb/HBAAFBQWIi4vr0zHV1dVhz549qK+vdye3DPcx9dd9kmUZTU1NiI+PR0JCwqAYU3/dp7Fjx+LgwYOoq6tzz7iE+5j66z5ZLBY0NTWhvr4ehYWFIR9TMMukOFmDGTXHjx8Pg8GATZs2eR2bNGkS7HY703Tj5MmTcejQIbfHbPXq1bj88svx0UcfYebMmYq6H330ES6++GK89957mDVrlmp7ap6zzMxMNDQ0ICbGuSA+VL9M3i49gn9vdhoUf56WhRNHONsXBAF1f50Pa7lTK116HuJvfwZH779E0Vfz1JnoOL7/ZKAYx50E6/EpOADQZ49B1IzrcWzpfV0a/Pb3eKRhFB7b8pC77JYT/w4Hr8cnN4z3GlP7ujVoXv44uMgYpD31EYSIKMWviUVfVGFTTZtqf96dMw5RRl3Av7Ye+XIffj7gNEDvHdOJ034zCTqdDoIgYFXpYfzrl0OKdq6amIJxqZHIiDVg7tvl6M57vx8Lk573GpMsy3Ac2ofGpfeBj4xB0p3PQjJHo+7PV0E8ntRXl5qFqPOvQdOyx9XF5njohufAcbBr6j1uzgMwn3YxZLsVjsMHoEtKhz4qpl9/6YuiiM2bN2PKlCleXQ63X8X9/UvfZrNh06ZNmDRpkvt64T6m/rpPrueuuLgYer1+UIzJs499eZ9kWcbGjRvdz91gGFN/3SeHw4HNmzdj0qRJMBgMIR9TS0sLEhIS0Nzc7LYRfKFJz9nw4cOxdetW1WMHDx7ExIkTmdrNyspSGHXDhw93t6l2HUB9ytOF0WhU9brpdDqvKFHXA9AdX5mIvcu71lrpBEHRvmJaU6cDZ/eOzJTbmlSv4xNegBA9TFkUGQX9sCRlWWwi2lqUnjMHr3f2s5sGgiAg+sxLYczMhy4xDUJElFc9s973I2nQOT8A1CJw1cpdhhQA2CXOPaUJAJ0O7yCRCIOA4hGxXuUuOkQgyuw9JgDQZY7E8L9+0FUOIH7OA2j6zzMwZBcgdtZt4CKi0LL6ZXcyXD4yFhGnXIC2r94CZElhmAFAy4evQjBHofHNJZAtrdAlZyD5z8sgRMepPku+nrHePnuuX9++Ip+DKfd1/4Lte+/fT777GGy5vzG5vkA8j4f7mPrrPrmm6ILtu69yLYyppz4GW642JofDofrc+eu71sfkr4+hHJMsy27t+uLZ6yl7hCcDv+pNhcmTJ+PIkSOoqqpSlFdVVeHo0aOYPHkyU7t79uxBSkrXuh6Xh+6nn37yqrthwwYYDAaMGzfO69iA4LEOvvuaeMni4WkSHcpgAFed1ib/7ev0yssZzeAjlEYXb46GEKPME8dHD4NFF4kdsc5F8e9kdVsw3w2O42AcOR5CXKLqcYPO94J/vRBcCgqjruvxjk9OVbxRLTZv48whdf2aOiMvzut4sJugmwqLkfqXtxB/wyIIcYngDSYk3vUsTBNOg254DuJvfgQxM/8A3jNileOcueQASM0NaHjlQcgW59pAx9EaNL72/yBLEiwl/8OxFU/CWqme6iNU8DyPjIwM1Q85wj+kHTukHTukHTta0m7ge6DClVdeCY7j8NxzzynKn3vuOXAchyuvvBIAYLfbUV5ejkOHuqan2tvbVed1V61ahbKyMlx44YXusqioKMyYMQOrV69WzFlXV1dj9erVmDFjBqKiorzaGhg4lb+cSC1dEYKSpQ2SqnF2zKvMEy+jy2gGZ+5mnEVEgY/tVu/4ec8X3oF7Jz+Fr4af6/c6PeFpUCn6xyPgSE0XJo+24hKU4dEddm9Dy+4RdPHHqZm464wROD03zl3WbgvOOAMAUZKx/VAbLMfPNeaOQ9JdzyLt8XdhLjoVQswwJN75nFNrjsewOQ8g9bFVPncx6Ny2HjV/+A0alv4Jbd+8g6OP3QDLL18F3a9A0dKHVbhB2rFD2rFD2rGjJe00Oa05YcIE3HTTTXjhhRfQ2tqKU089FT/++CP+9a9/4eabb0ZRkXOfxYMHD6KwsBBz5sxxL/KvqKjA2WefjSuvvBKjR492e8ZWrlyJrKwsrwX8jz/+OL7++mucfvrpuP12Z9b4F154AYIg4PHHfawPGgAUc+fWDtiqj0KfMRIQRUVEpWRphdzpbZyJPXjO+Jh4RVQhZzJ7TWty5ijwBpPXeUAbZI5Hs8pm58Fi8mGcGYTg3yye05q79lZhZELXhrYWu7fnLCW6yyCKNulwXkECGi12dzqP1iA9ZwDw+oaD+KCsDvlJEXjh0lGqCWiNI8cj7akPIVs7oTueqiTud3fj2HJnUlzThKmInDoDDS/9n/cFRAcaX18MWRRhWf8ZHEcOIOLE8xA983qve8WCKIrYvXs3Ro0apYnNgMMJ0o4d0o4d0o4dLWmnSeMMAJYuXYoRI0bg9ddfx8qVK5Geno7HHnsMf/rTn/yel5qaiunTp+Obb77BihUrYLfbkZmZiTvuuAMPPvggEhOV02mjR4/G999/j/vvvx9//rMzgm7q1Kn461//itGjR/fZ+ILFNeEmSA7Ev7YAR45WIXb27Yg85QJlvU6Lwlhzl3eoL7J3IcTEw+7xmjNGQJ+u3EbJlfqi+3mA/7aDwZfnLNgpTWdbXW+uplaLYhGoxcMLFmvSITvehHPylV5BAIg0dLXx7Hf7kR0/GmkxvvfmBIC6Nhv++XMtClIi8UGZM1qoos6Clk4RsWb1t5wQFQd4OCqjzpoFw8gicDo99GnZAIDO0y9G+7o1AFz7g3KQbZ2QbZ1o/EdXQEbLx2/AVlOBxAVPQWpvhWRphS5pODg++A8bWZbR3NwMDcYNaR7Sjh3Sjh3Sjh0taadZ40yn02HhwoVYuHChzzrZ2dleIqampmLlypVBXauoqAiff/45Uz/7C+n4OAubd0J31LkWr/mdF2Aae6JX3aCTmnKcct0TnNOa+oyRyrLja9BME09HZ+k68LEJ7kX9ocLgyzhjcDObPNavdV9i1uHhOfvPdeMg8OrGX7Sxy6Bp6RSx9PtqPHbhSNW6Lt74uRZr9xzDt3uUU8mHW60+jTM1DJnKfV2HXf8QzJPPgr16D8yTzoQQn4wjD18Hx2HvPUE7S9eh5sZTAUkCZAm65Awk3PZXGLK084ODIAiCUEezxhnRjeM2aEGzMsWDpBKFKdYf8irzB2cwgffIzA84pzVdGfxd8MfXoMXPWYj2UZNgLjoZLSGemw+l58yk7zKsXLaYLMv458+12Hmk3X09X4YZAEQZld6mTTX+E/cCwNo96uv7jrTaMDo5UvVYIHAcB/OEqTBPmOouS37oDTS/8yKse8sQdfol0CVnoP7F+wBJBMSuEHDH0RocfeImxF5yI2TRAdlmhanoVBjzNBLwQhAEQbgh4yxcOL5WqbB5p7uIj0uEbLN6VRWP+U6wCgAwmACPjdA5oxmcyay8nDHCa32UfPzLXohLRMz0a51/d9gRSnytOWOb1uxqKzY+ETzP4/vKJry7tUufCL1/4zLS4P0WcYgydAz92X+sE+VH2pGfFOHXIAwGISoO8X/4s6Is8c6/oeHlhZA72p0eUY6D1NoEubMdTW8/567XsuY1RP32CsT97m5w3aJ1XfA8j9zcXE0skA03SDt2SDt2SDt2tKQdGWdhAwdBcmCEpdpdwhsjIDtsXjXFlkb/LcUkQK7vyu3GGUzgjMp9Lzmj01jT54yBvepXAIDQLccZAAhBRlD2hMGH0aNnCQjwMM70pkjwPI9fDih3RTDr/a/DijZ6H69rt/W47kyNlZsOY+WmwzhnVDzuPSsr6PMDxVx0Kob/7VNI7a0Q4pMh2+1oePkBdG753qtu2zfvwvLzl85oUdEB88TTETPzBneqE57nkZyc7HUe0TOkHTukHTukHTta0m7gzUMiIERJgl5Seqlkawdku7fnSurBOOM9NgAHXNOaSs8Zf9w4S7z1CeizCmD+zTTnxuTd2wqRB8hFSKc1PdraV1PrlbkZAMwG/2+B7tOaAHC4xdsgdmETvaNAu/P1bv/3JxTw5ijoEtPA8QJ4owmJtz+NhAVPIWbmHzDs9/+HmEvnd+VTa2uGWHcQYuMRtH3zLg7/+So0f/gq2r77EO2bv8PWkl9UtSP8I4oitm7dStoxQNqxQ9qxoyXtyHMWJsiyDL2sNMQka4eq50xq971nJqc3QjBHwfPR440qnjOT87UuKR2pi//ts71Qe858GmcMRqBnWx02B2RZ9gogiejBcxapZpy1WgGvnUqdNFoCm+a1iRJTehBWOF5AxOSzgMlnucvMRaeg+f1XYN21CZzeBMnSAsgypNYmtHz4qrtenN6ElvOvQewF17nXHRI9I8uye59IIjhIO3ZIO3a0pB0ZZ2GCDHh7zmydgCO4NV+cwQjB3M0QM5jAm5RlQrdgAF+E2r7w7TnrXZ4zm+Q07lo6lb+IelpzpmZAHWn17TlraA/sfjS225HKMDUaSgw5Y5B0zwvu12LLMRz795Po6JbUlrd3ou3jN9D22TLoUkZAPzwHxoLJiJw60+u5IQiCIHoPGWdhhE5SbsAK0QGp0xJUG5zeCK5bZCYfGeNeY+bC7OFh8UeoFra76Ktpzc2NPDrsIhq6ebZMPRhnAPDQtBz88+da1LY4gy8OqxhnHXYR//rlELYe7IrmvGJCMmZNSEZJdQue/vaAon69Boyz7ggxw5B46xOwX3ozbJXbIdus6KzYBsuGz8FJEiCKcNRWwVFbhY6S/6Hlg1dhnvJbGLJGQ581GoasAnACfaQQBEH0FvokDRs4L88Z4NwRICj0Bu/1ZZHRQLcvVVem+p4IdkulnghtEtqutiSZwx8/2OPl9fLcT9MXU3PjUJwZg0v+uRWAunfsfxXH8NH2OkVZdrwZcWY9fpsfjx8qm7Fhf1dy4Lp23963gUaflu1OfBt55mXgz74S+OFD2PaWwX5oP3B8Kl1qb0b72vfh2o9CiE9B1NlXIOI350BISlfdDWEoIQgCCgoKBjzTeDhC2rFD2rGjJe3IOAsTZMBrzRkA1d0A/MEZvD1nXEQMjKMnQhiWDLGpDol3PR9Um/NOGo7PdzZgXFoUvihv6PkEPxh9bHzOMq1p7uYVU5uO7FDZxkkNk56HUcfB6pDRanV4Hf9ur3dus8RIZ3oKjuPw53Nz8ObGQ1i1xZkguL4ttClI+gqO4xA/cgww0rmxvSyJsB+oQOuX/4Hl5y8Aj4WzYuMRNL+3FM3vLYUQnwJjYTFMY6bAPOks8Gb2/G7hCsdxiIuLG+huhCWkHTukHTta0o6iNcMESZK8pzXRs+es++blnMHkjsR0IUTGgDeakfrEexj+/BcwF50SVN8un5CCN64ag1OyY3uu3AO+PGfNHd5j74koo4Ci4f4XsFuC2Mw82uj8LdPc6d2XpEhlnjAOQF5il84Cz+HErBj36/oA16YNNA6HAxs3boTD4RwzxwswZBcg4aZHkL70GyQ/8BrirrkXpgmnuXPxAU5DzfLjp2h87WHU3nEujj51G1o+egPWii2Qg1wnGa50144IHNKOHdKOHS1pR56zMEEtIADwH5kJOPfDFD321eT1RnDdvBhcpNNo4E0RQC8WeIdiFstX9KeOYW0bx3F44sKRONDYjltWV6jWiTYF/haINelQ325Ha6cIWZYV03bdAw1uPz0TUUZl24mRBvff9Rqe1uyOr7By3hwF4+iJMI6eiOhpV8FxtAaWn79EZ3kJbBVb3QmSZZsV1h0/w7rjZwDOHwwRU34LQ+5YGLILoc8Y6TMJbrijhZD8cIW0Y4e0Y0cr2pFxFibIso9pTX/GmSB4Zf6H3uBOk+GCj1RPCxEsUYbez9PHmnUYHmNEbYsV54yKx9baVtS32XF+YWDRo90ReA7psUY4zVulgafnOdx4UnrAbUWbnONzSDI67BIiPMbb5OFNu+uMETh3tPcm6vERenDHe7L9UDs2HmjGhPTofk2p0ZfokjMQM/MPiJn5B8h2G6yV22HZ8AU6t3yv2LVC7mhD+7o1XZu4R0Qjovi3iDj5fBjzTwCno48lgiCGNvQpGCbIUInWRA85zXQG8AaTssxgBN8tpxkfEYNQUJgSiYnp0dh5pB0PnZvD1AbPcXjyopEoP2LBlBExcIgyWm0OpEazRzbyHAcjD1g9lpf9fkoaLixMDGoj8hgPT1hLp0NhnLmmXWNNOpxXoG5I6gQOo5IjsOuoBc2dDvz580pcMykV101JC3JE2ofTG2AaPQmm0ZMg//7/INYdRGf5Jlh//QUdm9ZCtndtOyZbWtG+7kO0r/sQEATokjNhHD0R5hNOh3HMFK9nmCAIYrBDxlmYwPmK1vQTEMDpDOC6G2d6o7fnLCo0xhnHcXj8wjzYRRkGH2vHAiEx0oCpuc4pQKNOPRFsMAiCgGiTHlZLl3GbEmUIyjADgBiPKdDvK5swa0KyO1q1udN5b3pq85xR8dh1tCv9yf/2NGraOBMEAUVFRb2KXuI4DrrkDEQlZyDq9IshdVpg378Ltn07Yd1bhs6tP0C2djgriyIch/bBcWgf2td+AM5ghLFwCgwjRsM04VQYcseB08C+d4EQCu2GKqQdO6QdO1rSjoyzMMHXmjPZYz2ZFzqdqnHGm/vGcwY4v4gNPiIuB5IIgwB4GGdq2zL1hKdx9sbPtTDoeFw8LgmddhFWhzMlR2wPa9jOzBuG1zfUwupwuvFarYGvb9h/rAP/3FCLA02duGR8Mi4e573XaV9gMBh6rhQEvCmia60aAMnaic4t69CxeS3stVWwH9rnTq4s26zo3PoDOrf+gJaP34AQnwLz5LNhyCmEPnMU9GnZmp4GDbV2QwnSjh3Sjh2taKfdTzVCgShJ0MnBRZBwOgM4o/e0ZvetmvjI0BlnWkQURUi2DngGJ7MZZ8pzXv6xBhePS1KsN4vrwXMWbdJh0Xk5WPjpXgCA1S55BRd0p7LBgqXf1+DXI+3ustc3HMR5oxMCSqLbG0RRRElJCYqLi6HrIyOIN5oQceK5iDjxXADObcmsv/6CjtLv0bHle0gtXelZxMYjaPvqLfdrzhQBU9GpiJh0JozjToQQFdcnfWShP7QbrJB27JB27GhJO7pzYYIvz5k/OL3eK78UZzB6bbnDRwz+/RK72VW99px54pnmoyfPGQBMyohBcWY0SqpbYZdkNHc6EGdWj1aUZRmPfbUPB5utinK7KOOSf27FNZNTcV2xdqdFWeCNZpgnngHzxDMgSxIcR2tgq9gKy8av0LnjZ0VuNbnTgo5fvnJvOcVHD4Nh5HiYJ50J8wmnQ4iOG6BREARBsEPGWbggMxhnOj24CGUkptqas6Gw5Y6RV+4EEGUIfswxRu9zPtpeh/9VNLpfB7qOLcEjrUZDu92ncbbjcLuXYebJyk2HUZgcieIRg9P7yfE89KkjoE8dgcjTZkJsa4atcjvs1RWw7d8F645fILV3rbuUWo+hs3QdOkvX4RjHQ5c6Avq0bBjyxsFYUOzcYoq8CQRBaBz6lAoTZMiq0ZqecAajO7cUAEBnAN89Ca2KcTYU6O4oY/GcRXd3vwH4+481itc9TWu6SIzoMsYaLHbk+aj39e5GH0e6+E/p4UFrnHVHiIqFuehUmItOBQDIogPWXaXo2LIO9uoK2Gv2QGptclaWJXdwQcfmtQAAzmiGMX8CjAWTYRp7IvRZo8HxA7/4lyAIwhMyzsIGTjXPmaKGKVJhnHE6PfjunjODEZxeWxtu9zWCICBreAo2N9a7y3ztROCPQKYss4eZe6wDAAkeOwqo7dXpoqKu543t99RZIEpyyDehB5zaFRcXayJ6SQ1O0ME0ZgpMY6YAAGRJgq1yBzo2f4vOsg3Hgwu6Ev7K1g50bt+Azu0b0PzeS+AjY2EsnAzj6EnQZ4yEYcTokOX907p2Woa0Y4e0Y0dL2pFxFib0uOZMZ/Ayuji9D88ZxyHu6nvQtvYDxF3xxz7orfYwCj1vcN4TqTFGnF+QgP/62D/01lMzML6H7aJceBpnals51bfb8NT/9mNvQ4e7LDfBjFNz4hBlFPCfTYfd20jZRBnVTZ3Ijg/MMAwWm80Gs7lv2g41HM/DOHI8jCPHA7NvhyyJcBw+AOuuzbDu2ozO8k2QmrqMdKm9GR0l/0NHyf9cDcCQOxamcSfBOHoSDFkFvTLWwkk7rUHasUPasaMV7cg4CxMkyf+0JqfXg9MrQ4A5QQ8uovvemk4DLvrc3yH63N+FvqMaRBRFHKs7glA87neeMQK5CWav6czHL8zDpIzApxY9jbOjKhuyv7/tKLbWdqVJOWvkMNz/22z364vHJeHt0sNY9sshAMAdH+zGa7MLkRwd2jBwURSxbds2TUQvscDxAvTDc6AfnoOos2ZBlmU4jlTD+usv6NzxMzp3lkD23J9WlmDbWwbb3jJ3kS45A4b8E2AaeyKMoydCiE/xG13rIty1G0hIO3ZIO3a0pB3duTBBhux3WpPT6b2nK/Uq05pDbErThYHvvefMRVKUtwEU7A4Gw2OM0PMc7JKMr3Y3Yt5J6Ypggg+21Snqe26i7mJkQtfaQatDwos/VOMv032tXiMAZx4+V4BB1NmXQ5ZE2A/shm3fTtirK9BZvgmOg5WKcxxHa5z7hv74CQCAj02AIXcsjDljYcifAEPuOPBG2sWAIIjQQcZZmCD3EK3J6QzenjO1gADD0DTOQmeaASnR3pGVwe42EGEQcFb+MHy5y7ng/8o3y/D8paMwOjkSFpsIjnPecxe5Cd7GWXeDbeOBFjRa7IiPGJybiPcFHC/AkF0IQ3ahu8xx7CisO36BrWoHbPvKYT+wW7HdlNTc4I4IBQDwAvTpeTDkjHFu5p43Hvp0tu3LCIIgADLOwoae15ypTGvq9F45zIaq5wxc6JK1psUoNdQLHCIYksFeVpTsNs4A4KtdjRidHIlfj7RD8jDMCpIjUJTmve5pWIQe0wsS8LnHGrhv9xzDrKLkoPviDy0sju1PdMOSoZs6A5FTZwCAcxP3iq2w7iyBrWoHrJU7lFOhkgh79W7Yq3c79weFMzmuPnsMYiMT0anrgHnUBAgx8QMwmvBlqD13oYS0Y0cr2pFxFiZwHNfDmjOVfTR1vtecDSV0Oh1OHj8Kn1Q7s/Jnx/duCsqsFxAfoUPj8e2g4sy6gNYgdSc73ow7Ts/E8+uqAQBH25xrz8o9dgL409lZOGvkMJ/t33HGCFw8Pgnz3y0HAJTWtARsnH36az3+9UstZoxJxNzfDFeto9PpMGXKlIDHNBjh9AaviFDH0WrY9pTBWrEVtr1lsB+sBGTJfY7caYGtvARRAI5t+i+OARASUmHIGQtD7hjn/9kFXp5twgk9d+yQduxoSTsyzsIESUYAa866rYXSG8CbyHMmyzJyo0ScM2oYqho78X9nZ/e6zeExRrdxZhDYvXLnFSTg7z/UwC7JONpmw8/7m/GfzYfdx0cnR/Ro+GUNMyHKKKDNKqLSI7rTF8csdgg8h9d+OohOh4S3S4+gqrEDLZ0ifl+chokZXV46WZbR3NyM2NhYJgN0MOJMjJsFfWqW27smWTtg31cOa+UOZ0BB5XaIjUcU54kNh9HRcBgdJd8cb4iDLjXLPa1qyC6EPmu01w4eQxF67tgh7djRknZknIUJsiQppzUFHSB2edLU15zpvbKhD0XPmSiK2LVrF+48LXQROJ5bObXbAt+8vDs8xyExSo9DLTbsa+zEov92LUY36XivKVQ1OI5DXoIZW2vb0Ghx4JjFjmE+1p199ms9Xvi+2qv85/0tAIDn1h3Av343BvzxDyZRFFFeXq6J6CUtwxvN7s3cXVjrarHzqzUYgQ449pfDtm8nZKuH8SzL7iS5lp8+d5YpDLYC6LMKnLnXhsAWa57Qc8cOaceOlrSjOxcmKNac6QzgdHrInsaZ3gB0z3Om8/6CHoqes74gwtC1LqE3xhkAJEcZcKjFO51GdrzJbST1RF6i2Z16Y/nGQ1hwWqZqUtqPd9R5lXlypNWGskNtmDA8NIlYhzLCsGR05k5EzPEPelkSYa+tgq3qV/c/+4Hdih9ZqgYbAF1KptNQyxoNQ5bTaKN9Qwli8ELGWZggy4BOPv4hrjeA0+kgd3pUUA0I8E75MBQ9Z31BRmyXjplxvVvDppaaAwBSgshZluuRVuO/5Q3IjjfhkvHKtWcN7XZUNXYqyk7KioVRx+G7vU3usve3HcW41Kg+2XFgKMPxAgwZI2HIGAmcdhEAZ7CB/eBe2PbtPP6vHPaaPYBDuYTBcaQajiPV7g3eAUCIT4E+azQMI0ZDn5kPw4hREBKHg+NDF/xCEMTAQMZZmKD0nOm9vGJqa85UPWdDYJPz7nAcB7PZHNI1BDPHJeGTX+vR0unAgtMye9VWsg/jLCeIjP8Fycp1St/uOaYwzjrtosJrdllREq6elIqo45u533WGiDn/+RXNnQ78vL8FF762BX+ZnotJ6VEh126oEMhzx+kNXqk8ZIcd9pq9sO0vh33/Luf/1buV++YCEBuPQGw80pXSA8ejRDNGOo21zHzoR4yCPmNk2K1j64v37FCBtGNHS9oNvW/qcMUzWlNnALqvJVNLQnvcODMWFsO6swQAvJLSDgUEQcCECRNC2makQcC/fjcGVofkNnBYUcvqnxylx/mFCQG3kRFnwq2nZrh3Lth11IL6dhsSIw3YXWfBwk/3oM3aNf16clacot8mvYBbTs3Akm/2ucveKj2CKSNiQ67dUIH1ueN0ehiyC2DILnCXyaIDjsP7YdtX7mG07YLc2a44V+60wLZnG2x7tsF9hOOgS86APjO/y2jLzIeQkKZZL1tfvGeHCqQdO1rSTrPGmSiKeOqpp/D666+juroamZmZmDdvHu677z6/eUgsFgvefPNNfPTRR9i2bRsaGxuRnZ2NGTNmYOHChYiLi1PUnzt3LpYvX67aVnV1NTIyMkI5LGZkWXZ7zji9EZxOqQGnVwkIOP464aa/oO3b1TCNO8k7onMIIEkS6uvrkZiYCD6EX0Z6gYe+F5GaLjLjuozq1GgDXrmiEHqBC3pa8aJxSWjudGDlJme058/7W3DhmER8+mu9wjAblxqJMamRXuefkReHg82pWFHiPH/n4XYca7fB3t4Ucu2GAqF87jhBB316HvTpeYg89UIAx1N61B2E/cBu2KsrYKveDfuBCogNh5QnH9+yynGkumsPUTiXOOjScqBPz4V+eC706TnQp+dBSEwDxw9srqe+es8OBUg7drSknWaNswULFuDll1/G9ddfj1NOOQU//vgjHnjgAVRXV+Oll17yeV5lZSVuvfVWnHbaabj11luRnJyMTZs24dlnn8UHH3yATZs2ISbGew/E5cuXe92M+HjtJI2UZblrzZlOD667geojWhMAhGFJiL1sfn90U5NIkoTKykrEx8cP+BtOjTEpkfjdpBTUt9lx/YnDYWJIaOvixKxYt3H2+c56TEyPxvZDzkABHc/hiQtHYmxapGqgAcdxuGZyGqwOCe9sOQoZwE/7mxDfErh2DlGGThj4KQEt0NfPHcfz0KdkQp+SCUz5bdd121thr9njNtbs1bthP7jXa1pUtllh318O+/5yZbt6I3RpWU5jcHgOdMcNN11yRr8ZbVp/z2oZ0o4dLWmnSeOsrKwMr7zyCm6//XY8//zzAIB58+YhJiYGL774IubPn4/x48ernpuamootW7agqKjIXTZv3jxMmTIFN9xwA15//XXcfffdXuddffXVAx466w9Jhnta05kio5vnTKdXSUI79Lxk4QjHcZgzRT0JbLDkJZgRoedhsUvYU9+BP7z9q/tYflIExg/vOSXDSVlxeGfLUQDA26VHcUN2z9dtaLdj6Q/V2HigBVNGxOCskcMwPNaIvARtrN8YSvCR0V5pPWRJhONwNezVu2GrroDjYCXstZVwHD2oSJ4LALLd6vTGHditbFhngD4ty2mwubxtw3OhS8kYkmtZCaIv0eQ76u2334Ysy7jzzjsV5XfeeSdeeOEFrFq1yqdxlpiYiMTERK/yK664AjfccAN+/fVXlbOcnqmWlhZERUUNuMWsiiRDwPEPUUHnHRCgN8CQVaA8RyUggBjcCDyHMamRKKlu9To2VmUqU43ClAiMTY3EjsPtONpmx3M7DRgxuhM5id6G3Q+VTXjq2/2wOrq+4H/a14yf9jUDAK6amOJz9wGi/+B4Afrh2dAPz0bEiee6yyVbJxyHD8B+sBKO2krYa6ucfx+tAaRuKWIcNtirK2CvrlCWCzro07KcHra0bOhSs6BPHQFd6gjaAYEgGNGkcVZSUoKUlBTk5Cg3D87JyUFycjJKSkqCbrO2thYAkJSUpHo8ISEBra2tMJvNmD59Op588knk5eUF3/k+gvP8oBR0gL67cWaEIV+5kFG2KdMmDFU4jtNExuf+ojAlStU4mxCA1wxw6nXrqRm4/YNdECWgQ+Tw8a+NuP105fmHW6xehll33i49ApOOx6wJySFZnxdOhMNzxxtMMIwYBcOIUYpy2W6D/fABp8F23Mtmr62C48gBQOxmtIkO2Gv2wl6zF933p+DjEqFPGQFdWhZ0KVlOIy51BHSJ6V4Jsj0JB+20CmnHjpa006RxVltbi/T0dNVj6enpOHjwYNBtPvbYY+A4DldddZWiPDU1Fffccw8mT54Mg8GA9evXY+nSpVi3bh1KSkqQlZXls02r1QqrtWsdR0uLM8u6w+GAw+GcguR5HjzPQ5IkSFLXl5irXBRFyLLcc7nskaiSFwBBaZzJeiNEUUTkBXPQ/pkzwEE/YpS7Hy50Oh1kWYbo8QHLcRwEQfDqo6/yUI1JEARwHOfVR1fAh9jtS8BXeU9jkmUZ+fn57jqDYUz+7tNZeTF4f9sROCTgd5NSUH2sE8PMOkxIi4DD4QhoTFlxBjw+PRf3f+rcseDn/S2w2e3gOQ6iJOObPcfwwvfK92F8hA7nj47HtkPt2NvQgQ67s4/LNh7CxgPNeGT6SEQY+CHz7HEc537uHA5HWI0JOj34tGwY0rJhmHy2u++izQrbof1wHKqC42Dl8YS5VXAcPqBMpnscqake1qZ6WHdtVh4QBAhJGdClZEKXMgK6lAwYUkaAS0gDPywFnE6H/Px89yzGQL6fXGjxPvka0+jRoyFJkvsag2FM/XWfXO9ZWZZDPqbubflDk8aZxWJBdLR6ygeTyeQ2ggLl1VdfxYoVK3DnnXd6hckuWbJE8XrWrFmYNm0apk+fjkWLFmHZsmU+233iiSewePFir/LS0lJERjqnkJKSkpCXl4eqqirU1XXlmcrIyEBGRgZ2796N5uZmd3lubi6Sk5Oxfft2dHR0/Q51WLuMsVaLBbzdAc8sWDVH69FeUgJkTELUSc0YMXoMHMlZKPXwMgqCgClTpqC5uRnl5V2LgM1mMyZMmID6+npUVnZtHxQbG4vCwkLU1taipqbGXR6qMRUUFCAuLg6lpaWKB7qoqAgGg8HLQ1pcXAybzYZt27YFPabOzk6YTKZBNSZ/9+mPo4DYYQmYNCYVe/fuRV3dYWzeVBP0mEbF6LC7RUCDxY4X/7sVY2Ic+KlewC/1XR8dRl7GBekO5MdYESG14+oLi9Hc3okF7+9Co8355brjiAX//KUW142PHjLP3tGjR1FeXg6TyTRoxtTQ1IzKQ40AYoH0iYgdcyYKCwtRvX8fjvy6BbqmI9A1HUWUtQVmyzFYayrBWVQ+r0UR4uH9EA/vh7XbIZnjIUbH///27js+ijr/H/hrZnu2JZueEEJCE6UHNApSv3g0EY0eRQXLKZ6egBUVu6ei3CkqiOWU4nH2n1juVAQpghRBqiBSEkiB9Gx2s31mfn/s7pDNlmw2Cdkl7+fjkcdupn7mvZ/dfe9n5vMZODQG6Lr1gjqrO4rqbXBoDOB0SRBkivP+foql16lfv374/ffffb4nY/2Yzufr5P2uaI9jamjwHfomFEZonEJGiX79+kEul2PPnj1+8wYPHgyn04mDBw+Gta21a9fi+uuvx/jx47F27dqwL/rPy8vDmTNnxNOhgQRqOcvKykJ1dbXYI7Stfpks+mo/Zn81BwAg6XsFZHFq2BqNFq6/+RHEjZwq/h/Nv0wal/F8/NpyOp349ddfMXjwYEil0gvimM7X6/T971V4Y1uToRmaePZP3TC40c3SvcdktjmwrbAeb/5cCgfn3t6iyd3RN/XcgKgXct1zOBzYs2cPBg8eLO4v1o8pktfJZaqDq/w0XOXF4D2PzjNFcFUUA46mqVnzWJ0B0pQukKZ0AZuUAUlyJqQpWZCkZEKmTwTDMFH7fgLa/3USBAG//PKLWO8uhGM6X6+Ty+USvyvkcnmbH1N9fT0SExNhNBoDjhrhs17IuR0kIyMD+/fvDzivtLQUgwYNCjivqXXr1mH69OkYNmwYPv300xb1xszOzm42AVQoFFAo/G+HJJVK/fblrQBNBRuzrel0hj9XQVipDGyTAWclcZqAxxdoGsMwAacHK2NLp4d7TKHK2NLpoY6p8Rejtwyxfkzn63Ua3cOAz38tRZk18PViC8Zk49JuCQHnaVUKjL84GWUmJz7ZVw4AePSbE3hoTDbG9PQdpqZpGZ0cj6NnG5Chl0OnlMLq5KFudD/TWHmdvPWu8fzOVvfkegPkegPQa6DPPIHnwdVWuMdgqyjx/J17LtgsAcvL19fAUV8Dx/EDfvMYpRrSlEx38pacCUliOqRJGRCS093PA9wp4UL73Gt8Cj3c76FoP6ZQZWzLY/KeyvR+Z7S07MGme4+pJTlIVCZneXl5WLduHQoLC306BRQWFqKiogJ5eXnNbmPz5s2YOnUq+vXrh6+//hoqVfi3wgGA48ePIzU1tcVlby9skw4BTJMOAayidfd3JCQQuZTFzd2d2GNPw/pjteL0HIMSS67tDYW0+Yv8C/qnYFthHUqNdggAXt10GtkJSnRP8v+iLKqx4kCZGf/vQAXOms7dDJ4BML5PIuZcngmlrGMHSCVtg2FZSBPTIE1MAy4e6jPP6XRi79ZN6JuRDKH6DFyVJY0SuBLwxuqA2xRsDYGHAfFgNXpIkjIgTUxzPyalQ5qULj6n3qUkWkRlcjZt2jQsWrQIS5YsEcc5A4AlS5aAYRhMmzYNgPsNfOLECej1eqSnp4vL7dy5E5MnT0b37t3x/fffB20+9J7/9V4f5vXxxx/j4MGDmDNnTlsfWsQa99ZkJFK/McwYRcuSz86EZVkkJycH/BVFQmNZFl3TkjEypytuGJSK59YVQqeQYuG4nLASMwDQq6R447reeOOnYmw8XgsnL+CZ7wux7Pre0Da6hdT7O8vEFramBADfHqnG9iIjRnZPwPRBqUiIi+6hYqjeRU4ikSCxay6UOTlgew/0m8/brXBVlJ5L2CpLwHmfV53xHwbEu57ZCN5shLPoSMD5TJzWk7BleFrd0iFJTIPEkAqpIRWszhC1t7zyonoXuWiKXVRecwYAd911F95++23ceuutGDZsGLZt24YVK1Zgzpw5eOuttwAARUVFyMnJwezZs8UL90+dOoVBgwbBZDLhxRdfRFpams92U1NTMW7cOADAvn37MGbMGEybNg29e/eGXC7H9u3bsWbNGnTt2hU7d+5sUetZfX099Hp9WOeTW+rlDzdjxvcPAADkl0+CQm+A6bsPxPkpj6+Aokfgsd8IiQZOjscdHx8RW8RYBpg1JB2nam34ucgYcEgOQ5wUNRb/Hk7dDEosntLTJ7kjBHDfh5SrPgtX1Rm4qsrAVZ2Bq/qM+7GqDFxNhd/Au2GTSCFJSIHUkAqJIRUSQ4qYuEk8f6w2ISqGYiDRpyU5QtR+si1duhRdu3bFv/71L6xZswaZmZl4/vnn8fDDD4dcr7CwELW17tMvDz30kN/8kSNHislZWloaJkyYgA0bNuCDDz6A0+lEVlYW5s2bh4ULFwYczLbDNLrmjJFI/W98Ti1nQfE8L54ij4ZfRLGkLWMnk7CYfWk6Xtpwyr1twT3MRlNjeyZgUBcd8rN14s3Zi+tseHXzaRw+627tLqqxYf4Xf+D2yzJwebfoGJeoKap3kWtN7BiJVOwwEIjgcrmvdasq8yRxZXBVnQFXfcb9WHPWfyw3L84FrqoMXFXwjmKQyiE1pECS4E7cJIlpvgldQgpYjb7dWuCo3kUummIXtcmZVCrFY489hsceeyzoMt26dUPThr9Ro0b5TQsmLS0Na9asaVU5zxe20RhCjFTqdx9NuuYsOJ7nUVlZiezs7A5/w8Wato7d6B4GyCUsfjhagx2nznVnZxmga4ISV+YmYObgVL9kKyteiVeu6YXjVRYs/O8JGG0ulBrteHZdIW6/LAM3DIye60O9qN5Frj1jx0ilkCZnQJoc+M4VAs+Bq61s1NJWDldNOTjxrwJ8gzHgugAAl0M83RqURApJfBIk8cnnHhOSIdEnQZKQDNYzjVXrWvzDg+pd5KIpdlGbnBFf/tecNblDQIBeSIREo2E58RiWE48fjlZjxa4ypOsUeOz/cpCobv4ash5JcfjHNT3xzPcnUVLnHobh/Z1lqLO6MOniJGToz/ViNtld2FtiQq3VhZ2njCiqsaJLvBIShoFCymLSxYnIy9IFvAk86bwYViJ2VGh8f9LGeLvVnajVVoCrbpS81bofXdXlEKzm4DvxnHrlqs+GLoxU7k7a4pPExM0nmYt3/zEqdVS2HpPIUXIWIxoPpQHqEEAuAON6J+L/ehla/KWSFa/EO3/ug/d2lOHzAxUQAHx+oAJrD1Xgql6JcHA87JyAA2Um1Nt8T0/VWM59Ye44ZYRWIcHgLlr8JT8TyRo5CAkHq1CBTe8GWXq3oMvw1gZ38lZTDlf1WfE5V1cJrrYKXF0leFNt0PUBAC4HuMpScJWh74rDyBRgdQZI9AYw2gTE23mYindDmpAMiS4RrN4Aic4AiS4RTJyGErkYQMlZjJAITVrOmpzWZGT+460RN5Zl0aVLlw5vpo5F7R27SL8kWIbBX/IzoJSyWPOru/WB44Fvfw88xEIwJjuHzSfq8GuJCVP7pWBCn0QY2qgXKNW7yF0IsWNVarCqHMgycoIuI7ic4IzV4OqqPElbpfuxrgq8d1pdJXhziNOoAASnHVy1+7o5AFADMP/+c+CFpXJIPMkaq0t0P9cnepI7z6NnOhOn7VSJXDTVO0rOYgTTeMRkz73vfOZHQWWKVt43HGm5aI4dwzC4eWg6RvZIwKf7yvHDHzU+81kGGJqlwyXpGvRNU6N3ihp1VheUUhY7ThmxtbAOe0tMsLl4mOwcPth9Bp/uK8e9V2ZhdM+EVp/ujObYRbvOEjtGKjs31lsIgsPuSeIqzyVyjZM3Yw04YzV4cx3Q3DXXLkd4p1QBQCqDRJsAVhMPVhfvfu75X6KNdz/XJUCi8TzX6MCwsTsOYTTVO0rOYgTTpLdm02vOSHAcx+GPP/5Ar169go4OTQKLhdh1TVDigdHZuLZ/Co5XWqBXSaFTSpGukyNe5fs+8V7XNraXAWN7GVBvc+GNn4qxrbAOvADYXDwWbzyFFbvKMK63ASO7JyBOJoFWKcHJaitqLS6YHRyKqq1gWUCrkMLJCehmUKJnchzStHKxpSEWYhetKHa+GLkiZCcGL4FzwWmsQeHBX9ElXguYa8EZa8DXu5M3rr4GvPfRVBtGIud0n46trQizoAxYjd6TvCWA9SRwYiInPvdM18SDkUfPWZ9oqneUnMUItplBaElwgiDAaDSG3YuXnBNLsctNVCE3sWXXXuqU7gF1y00OvL+zFJtP1AEAqhqc+PDXcnz4a+BBcYNJiJNi/EWJ+NNFiUhSSWImdtEmlupdNGEkUrA6A2oV8eh+yZCQtwsSeA68qe5cwiYmbzXg6t3/8/U17mVMtQDnP96g/0YF8KY68KY6uM4UhVdmudKd0Kn1nkedJ8HzTtNB0nS+Wu8+g9TGoqneUXIWI3x6a0r9b99ECIlcqlaOR8Z2w5W5RvzwRzV2F9eDi2Cc0lqLS0zqMvVyDNKyGMDxTYclJKTDMawEEn0iJPpEIKtnyGUFQYBgbQBnqvUkX7We57XgTcZGz2vBmY3gTbVB743qt22HDVyNDVxNy34IMSq1T8Lml8D5/K91P4/TtktS1x5io5TE97QmKwFi+Lw+IdGIYRgMz43H8Nx4lBnt+Pq3StRZXbC7eFQ1ONE1QYmuCUowALonqSBhGZg8vUELq604WtmAvaUmMakrNTpQapThhw8OY0CmFuN6G9BFr0S6TgGljAUvCDSMB4kJDMOAidOAjdMAqVlhrcM7bO5EzlznaaGrPZfUeabxpjpwDUbxtlphtc55CNYGcNaG0AMCBzoWZRzYOK07gfM+qrVg4nSASg11VS3sShekA4e3aLttjZKzGOHTW1MqA/gIbz/SCbEsi9zc3KjogRNrOmvsMvQKzLki/AuDh+fGAwCqG5z4/qi75c17NwM7J2DX6XrsOl0PwN1RQSWToMHBQSFlwQAQIEAQ3F+CcTIWXROUyE5QItugwqBMLdJ18k7Xa64z1ru2EC2xY+VKsIlpQDOdHbwEQYBgt7oTNW/C1lAvJm7uJK7ef35DfdB7qQbcj80CzmYJ2lIXD6Ch5hTUlJyRcDCN7gXHSKQQWvALo7NjWRYpKSkdXYyYRLFrmUS1DDMHp2Hm4DQcrWjAV4cqsa/UjGqLU1yGF4AGh/vLxP9+ogLsLh61VjP2l50bky1FI8PATC2G58ajd7IaetWF/dFN9S5ysRo7hmHcrVrKOCApPez1BJ6HYLO4W+Ma6t2nVQMkd7zF5P7f+9hgAlyOgNtk1W17b+xIXNjv8AsI2/TempSchY3jOBw6dAh9+/bt8B44sYZiF7keiUpclWjEvCsvwYGzFuwrNaHO6sKpGisaHDw0CgnsLh4MA3jbxAQARqsLtVbf93eF2Yl1R2uw7qh7uJA0rRy9kuPQKyUO3RPjoFNKIJewkEkZyCUslFIWKhkbs61tVO8i19lix7DsuVOuLcQ7bBAaTOAt7mTNZarD6T+OILFv4DtDnE+UnMWIxh0CIJFCnnOx+K9qyJgOKFHsEAQBVqs1KnrgxBqKXeS8sWMZYEiWDkOywv81Xmd1oqTOjt/OmvFriQm/V1h8WtnOmhw4a3Jgy8m6oNtQSlkkqmUwxMmQqJYhMU6GNJ0cPZLikJuogkIavacMqd5FjmIXPlauBORKSBKSAQASlwtGpxLyPkM6uGSUnMUMn5YzqRTSlC4w3PkcHKeOQDfp1g4sGSGkrcWrZIhXydA3XYNpg9Jgd/HYddqII+UNOFphwfEqa4BTor5sLh6lRjtKjXa/eSwDZCe4x2brkRSHnslxSNfJoVdKY7a1jZALCSVnMYJt0nIGAOorJkB9xYQOKhEh5HxRSFlcmZuAK3MTAAAcL+BUrQ1/VFpwutYKm5OHgxPg5NyPFgeHGosT1RYnLA7/JI4XgMIaGwprbOKpUgCQsQwS4mRIUstg8LS6aeQSqOUsNAr34L6GOClSNHLEqyiRI6S9UHIWI9gm99Yk4ZNIJLjooos6xfUXbY1iF7n2jJ2EZcIedNfqdCdqVQ1OnKqx4XiVBccqLThVawPf5MyXkxdQYXagwhz4QunG5BIGKVo5UjRyZOoV4lAjXeOVrU7cqN5FjmIXuWiKHX3Lxwjvac0DdU7s//enmJ2ci8zMzA4uVWxgGAbx8fEdXYyYRLGLXLTETiWTIFMvQaZeiQEZWnG63cWjsNqKY1UWnKyyoqrBiaoGB2osLhhtzXc4cnACSursKKmz49cSk888hZRFklqGZI0MSWq5+KhTSqBTSqHztMLplBLIJP7XvkVL7GIRxS5y0RQ7Ss5iBMtzcPEC7tlbB+z9Ekcr6rBq9Wpx/rp162A0GnHddddFRdYfTVwuF/bu3YtBgwaFvJ0J8Uexi1y0x04hZXFRqhoXpar95jk4HjUWJ2otLjQ4OFgcHEx2DkabCzUNTpSbHCg3O1BucgS89s0e4nq3plQyFgkqGVI0MiRr3C1xiXESGM+eRv6Ai5CuV0Epo8+0cEV7vYtm0RQ7euViBMu7UGk/9yG4efNm8fnWrVtx5x13AADi4uIwadKk816+aMdx4Q9SSHxR7CIXq7GTS1ikaRVI04a+KbUgCDDaXCips+NUrQ2na20orrOh0uxApdkJWzOdFgDA6uRhddpRVt80kZNg1fFjAACNQuJpiZMjSS1DvEoKvdLz57nRvfe5PEBLXGcTq/UuGkRL7Cg5ixEsz6HCHrjSzLnzTvH5V19+SckZIeS8YBjGp2dpY4IgoMHBoarBiUqzA9UWF0w2F+pt7tOm3pa4ek9rnMUZPJEz2zmY7RyKamzNlkmrkCAhTgZDnBSGOBkSVN7ODVIYVDLEx0mRoJJBo5DQ7bNI1KLkLEawAoezNv8Pr8rKSjQ0NIj/qzUtH4gvHBzHYc+ePeiWnY2U1NR22Qch5MLBMAw0Cik0Cim6GZrvuNBg58TOCOX1Nhw4fhpSbRKqLS5Umh2oanDC1bQHQwAmu/sU7Ona0MtJWECvlHqSSyniVe6kLb5RS5xOKfX8L4FaLqHeqeS8oeQsRrACj3Kbf8vZgQMHfP6vranxW6a1ysvL8Zfbb8fBgweRlJyMDRs2QK/Xt/l+2otEIkH//v3pWrwIUOwiR7FrGbVCghyFCjmJKgiCDv/XXQuVSiUmRLwgoM7qQnWDU2xxM1rdrXBGz/M6qwu1VidqLE7YXaETOY4Haiwu1FjCu9uKhMW506dKqc9z31Ornk4Pyo45xUr1LnLRFDtKzmIEy7tQbvdtOVu5YgWafvxUVlYCABoaGvDakiXo2asXbrjhhhbvr76+HotffhkulwsnTp7EwYMHAQBVlZV49JFH8PwLLyAhISGiY+kIcrm8o4sQsyh2kaPYRa5p7FiGgSHOPfZacwRBgMXh7tRQ40nWaiwu1FqcqLO6UGf1Prr/wmmR43ig1uJCbZjJHADEyVjoVVJoFVJoFRJolVJo5BJolRJoFVJoFBJxXuPn8lbevYHqXeSiJXaUnMUIVuD8Ws6efvppv+W8ydkr//wn3nvvPQBAUlISRo8eHfa+fvvtNzyyYIGYkDX1v//9D0eOHMG6H36ATNb8B+W6devgcDhw/Phx1NXWYtTo0Rg1alTY5WktjuOwe/duDBkypMN74MQail3kKHaRa23sGIaBWiGBWiFBVoIy5LKCIMDs4NyJmqVRS5ynNa6+yf9GmwtOLrxbI1mcPCxOB86g+XHjGlNImZDJm/hcKYHGm/gpJIiTS8BTvYtYNL1n6ZWLESzPoTzANWdNVVVVgeM4MTEDgGeefhojR44Eyzb/a+zw4cO4evJk8HzofRUWFmLLli0YO3ZsyOU+++wzPPjAAz7TVq5cifj4eEyYMAF3zpmDnJycZstFCCHtgWEYT9IjRVZ888sLggCbi2+SvHk6N3iSt3qbC3WNTr2a7ZzfWY5Q7C4Bdpd74OCWYBlALZdAKsiRVHocOqU0SCJ3LsnTKNzX0ymlLF1TF0UoOYsRLM/5ndYMhOM47Nyxw2daUVERDh06hP79+ze7/qeffuqTmN14002oqqxEjx49cMUVV+DGG28U5z315JNY9/33mHnjjRgwYIDfthoaGvD3554LuJ+6ujp8+OGH+Pbbb/HD+vVITk5utmyEENLRGIaBSiaBSiZpdqgRL97Tc9Vk42B2cDB5equa7S5PBwZ3Ameyu+eZPcua7C44wmylc+/H3SECYFBbZW3RcbEMECdzt77FyVmo5e7nas9fnOzcNO90cTnZueWkEkrw2gIlZzGCc9phDfNNOnPmTL9pu3fvbjY543ke3/7vf+L/W376CV27dvVZ5tjx47g8Px9VVVUoKSnBxx9/jHXr1mHzli3Q6XQAALPZjHvuvttnLLZg6urq8Pzf/45XXn01rJY9QgiJNWyj1rmWsrt4T+LmEh9NNg4mT5InTvMkd2abC7UWO+wc06LWOl4AzA538tgacgnTJIljxeTtXLLHnkvwZO4kz53wnnuUSZhO3ZJHyVmMsNiaH98nlN2//ILbbrst5DKbNm7E2bNnAQBjxozxS8wAQCaTYfr06Vi6dKk4rba2Fm+/9RYeevhhAMATjz/ul5j169cPQy+9FJMmTcKChx+GUqnEoUOHAABr166Fw+HAsjffDPvNWFpaik8++QQNZjMqKytRXFyMXp7OD4Pz8ny2I5FIMGTIkKjogRNrKHaRo9hFjmJ3jkLKQiFlkahu/vpewH3aleM4MCwLi5MXW+C8LXONW+tMNk68A0SDk3c/ev5vSYtdYw5OgMPqQq01/I4TgUhYQCWVQCVnGz2yUHlOwcaJjyyUMnfLnlLmTgQDPapkbLPj2kVTvWMEQYjsFSB+6uvrodfrYTQaxVaktrLqtuvw1IY9YS+fkJCAN5cvxx1/+QvMZjMAYO++fUF7WBYVFWHG9Ok4c+YMAGDpsmWYPHlywGVra2sxfNgwn/HVMjMzse3nn3Hsjz8wbtw4n+UNBgP2/PqrX+K1etUqPPnkk+L/f3/+edx0000hj4vnebz11ltY8uqrcDgCX2Sbn5+Pf77yinjvUUEQYLVafbrlk/BQ7CJHsYscxS5ybRU7J8fD4uDR4E3YnJ4kzuFO4ryJnHsefy7J8zxaHDwsTg5hdIQ9bxRSVkzilFJ3UqeUuhM3hedRAh7dkzUY3yepzfffkhyBWs5ihNUe+h513jchwzD45z//iQkTJ0KpVGJwXh62eFqxhl1xBRYsWIDZt9zis25NTQ2uLyhAVVUVAOCy/PyQdxlISEjAopdewpJXX8WJEycAuFuyampqsH37dr/l586dG/BDYtbs2UgwGHDv3/4GAHjh+edx5ZVXIjs7O+B+OY7Dww8/jM8/+yxkLHbs2IFrpkzBgkcewZQpUyCRSHDgwIGgPXAEQcCe3btRXFyM9IwMaLVaKORy5OTmRsUvqI7EcVzI2JHgKHaRo9hFrq1iJ5Ow0KvcQ4FEytt5QkziHE2SOCcPi92d+Llv4+V9bPz83LTWsrt4971gm7kcL8/kbJfkrCWo1scIczPJ2ZUjRuDxxx8Hz/O46KKLxOkPPfQQ9v76K0wmEywWC5566il07doVo8eMEZdZvXq1mJh16dIF/1i8uNlfXFdffTWuvvpqPPPMM1jx/vsAgEUvvohPPvlEXGbuvHnISE/Hn6dNC7md7du34z9r1sBisWDmjBl4+5130LdvX5/lHA4HHnrwQXz55ZcAAJZlMWv2bIwcORJpaWnIyMjA+vXr8corr6C0pARVVVV46MEHseL99/Huv/4VcN91dXV4/fXXsXnTJjHJbCwnJwe33X47pkyZElOD7hJCSDRo3HkiSd26bfGCALurSeLm4GF1cZ5HHlYHB6uLh83pTgRtLncrn+8jD5uLg83JBz11q2zlOHNtgZKzGGGxhx4nJ9FgQK9evfym9+vXDz+sX4/nnnsO//3mGwDupOnDDz9E3759YTQasXrVKgDu8+1r/vMfZAW41iyYxklU48RMLpdj7ty5Yf1yW7hwIbZt3YpTp06htLQUd82Zgw0//giFwt0Tqq6uDrfecgv27t0LAJBKpVi6dCnGT5jgs52CggKMHj0aN990E3777TcA7qFB7r77bixYsEBczuVyYdu2bXjyiSdw6tSpoOUqLCzEE48/jtdeew3PPfssJkycGEZEfFmtVpSWlkKtViMxMTFqBjgkhJBYwjZK9IDwrr9rDse7W/ZsTnfC1mBzYu/Bw8jr3/G3KOz49DAIjuOwaNEi9OjRAwqFAj169MCiRYvCvmP8oUOHMHHiROh0Ouh0OkycOFG8AL01y3YUsz30eDfZ3boFnZeWloalS5di3FVXAQBM9fW4/777IAgCnnn6adR4bvk0efLkoKcUg2nawuV1WX5+2E3qarUa/16zBj179gQAlJSUYNXKlQDcyc2NM2eKiZlcocDyt97yS8y8DAYD1n75JV57/XWkpaUBAPbv24d/LF6Ms2fP4uDBgxg5YgRmz5rlk5j17dsX8+bPx6RJk1Bw/fU+Q4NUVVbir3/9K6655hps27o15LGcOXMG/1i8GMOGDUPPHj3Q56KL8H9jx+Ly/Hz06tkTeYMH4/GFC7F161bU19eHFZ+O1tlP7bYGxS5yFLvIUezCI2HdPUsT1TJk6pXITVQhV8+imyH0wMXnQ9R2CLj77ruxfPly3Hrrrbjiiiuwbds2rFy5EnfffTeWLVsWct1jx45h6NChMBgMuPfeewEAr7/+Ourq6rBr1y4xCWjpss1pzw4B94wagv8WVvpNf+CBB1BSUoKHFyxAYmJiyG1YLBZcM2UKjh07BgB46aWXxBYlrU6H77//HhkZGS0ql8vlwtAhQ1Bbe+4uwxqNBm8uX44RI0a0aFuHDx/GpIkTIQgClEolvvnmG6xdu1bsGZqcnIz3V6xAv379wtrerl278OdGt67S6/UQBMEnKbrkkkvw5vLlfkmpIAj47dAhLFmyBOvXr/eZd/PNN+PRxx5DXFycuOzOnTuxetUqfP/992H/gJBKpZhyzTWYMWMG8vLyfIYSEQQBp0+fxu7du7H7l19w8OBBcDyPOJUKcXFxUMXFQavV4pJLLsHQoUPRp08fujaHEEKiWEtyhKhMzg4ePIgBAwbg3nvvxWuvvSZOnzdvHt544w3s378/5Bf09ddfj++++w5HjhxBVlYWAKC4uBh9+vTBhAkT8Omnn0a0bHPaMzmbfcUAbC6t85teFOK0XCD//ve/8fjChX7Tn332WcyaPTuisv28bRv++7//4eabb8ZFF10El8sVcaLw5BNPYPXq1X7TZTIZvv7mG5/r6cLx0Ycf4sUXX4TRaPSZrtfrceedd+LW224Tk6xABEHAf//7XyxbtgxHDh8Wp2dnZ+OFF15AaVkZ3n/vPfz+++8+60mlUvTs1QtarRbpaWmw2WyorKzE4cOHYQswLEpmly644YYbUFdbi5OFhTh8+DCqKv2T8WDUajUG5+Xh0qFDcVl+PgYNGuRzay2bzYaS4mKcPn3a/VdcjNKSEthsNnAcB57nIZFIkOq5fi8zIwMZmZlIT0+HWq1GWlpa0OsQOY6D2WwWe+9KJBJIpVJotdpOfRpXEAQYjUbo9XrqcdhCFLvIUewi196xi/nkbOHChXjhhRdw8uRJn1v7FBYWIjc3FwsXLsTf//73gOuazWYkJiZi+vTpWOW5lspr9uzZ+Pjjj1FdXQ21Wt2iZcPRnsnZdUMuwa+V7iExtDodTPX1mDt3Lu5vcmuk5lRVVeHSoUN97gKQkpKCLT/9BKWy45tyLRYLplx9NY4fP+4z/e577sHDnnHUWqqqqgp/u+ce7PDcOeHSyy7DihUrwn5dAfcQHv/+4AO8+OKLsFqDd/VJSk7GzJkzceONNyI11f+6hbq6OmzauBF79uzBV1995Zc0BsOyLKRSadDhQ5rSaDTo06cPGJZF+dmzKC4ubvaWXKEkGAzokpkJrVYLQRBgMplQXV2N+vp6nyFVmlKpVIiPj0dCQgIMBgMSDAYkeh4NCQkwJCaCZRjYbDbY7HbYbDbYPY/eP7vNBpfLBZVKBVVcHOLi4hDX6LlKqYQqLg5yuRwSiQQsy/r9MQzjO41hwAT4XyaTQSaTQS6Xi4+Rfki7XK6ouU9frKHYRY5iF7n2jl3MD6Wxe/dupKam+t1zMScnBykpKdi9e3fQdQ8ePAiHw4HLL7/cb15+fj5Wr16NgwcPIj8/v0XLdjSzwz2gHwNgw4YNOHr0aETlSkpKwuTJk/HVV1+J0+69996oSMwAIC4uDp9+9hkWPvYYvvvuO/A8j9tuvx33339/xNuMj4/HvPnzcUdDA86cPYuCggKoVKoWbcPbO/TKESPw4AMPYM8e3zHnBg8ejNmzZ2PCxIkhW4vi4+Mx9dprMfXaa7HgkUewbt06fPHFF/hpyxaf5bRaLQYNHoyhQ4Ygb8gQDBw4EHFxcXC5XLBYLLBaraisqMCvv/6KXb/8gl07d6KiokJc32w245dffmnRMYZSW1ODWs+1iS1htVphtVrF8fNiEcMwAf/AMGAAMfkLNI/jOMhkMnE6y7LivHC2K27bm0B6tsF4E07v/wGW8e6r8TLiumFun/GUxRuHxvEQpzV+7p3fJHZNnyPQthptQwBQUVGB/37zzbnrp5puqwXlYpqWMch6wdYJdjwBy9VoH+1ergDr8YKAoqIiFBUVibELdTxhlStIDJoeezj7ChqvILFr9tgDxCCscjXelzd2PI+ioqKA+cf5FpXJWVlZmTiAaFOZmZkoLS0Nua53uUDrAhDXb8mygdjtdtgbDXHhvZbp0ksv9bkgk2EYNG2gzMzMxLp168BxnDhv4sSJKC0tDbh84fGTcPKAhAEWL16MF198EYC7GbayshKjR48OWs7GXnnlFTzuGcHfaDRCq9PhxUWL8NLLL/vts3HZZTKZmBR7P9RvueUWvwQgUNkvueQSfPLJJz7HOmzYMJjN5oDLe8kVCkybNg2PPfaYeKw7duzAX/7yl2b3CQBffPEFevToIV4DtuWnn/DZZ59h0aJFIY81MTERP/74o8+xXn311Th58qRYDpfnVB7DMEhISMDRP/7AYwsXYt0PP2DZsmVwuc6Njh3ovqNNSaRSTJ48GePHj8fgQYOQnJKCzz77DM888wzw9tvNHuuhQ4dQVFSEnTt34ueff8Z//vMfsVWOZVnI5XLIZTLIPC1CMpkMMqkUud2748MPP4REIgHHcSgvL8cNN9yA6upquFwuOJ1OOBwO8BwHp8t3xO/k5GRccvHFUGs00Go0cLpcWLduHSAIEADxdCnncrlf+0brJhoMPj8IjEYjzCFa4LxYlkW6p6OHV0VlJZzO5m8QLZfLkZzkO3ZR2ZkzQetfYzqtFlqtVvzfYrGgtq6u2fUAIC011efzoKa2NmTrq5dUIvFrfS0vL4crjGsaVSoVDI0GnOY4DmfLy8Mqb0J8vM+pfpPJhHqTqdn1GIZBRnq6z7TKqqqwWntlMhlSmtxf98zZs2G19mrUap+hbmw2G6rD/CGRnJTk82OqzmgM2RLsFagelldU+Lzvg1EqFH7XB5d6vouaE6/X+7T4NzQ0oC7M1vfMJtcTV1dXw9bMEE2A+xKN1JQUn2nhvjZqtRrxjV4bh8OBSs+wTc3pyM+I0WPG4P333wfDMBg4cGBY69533324/fbbxe+bdevW4aGHHvL5zA73emQgSpMzi8Xi80HYmFKpDNnLzWKxAIA4DEPTdQGIH4wtWTaQF1980f3l2URtba14cTfrOVXidDp9KrN3+3/88Yf4JXrmzBnU19dDIpHA4XD4fGk4OQGCIEBgGRQWFoqJUv/+/cFxnNjj0ksul0MQBL9KZbfbIVco8OSTT2LPnj2oMxqxdu1ayOVycBzn8+HCMAzkcjlcLhcYhhH3mZycjO7du6O8vNxnv95rjZqW3bvMoUOHxHhWVlbC5XKBZVmfBBeA2NLgcDhw9uxZcb9DhgyByWTyO1aFQgGe532OlWEYcByHqqoqnDhxAiaTCSdOnEBtba14TI3fKI1fJ2/TNuAe961Lly6oqKjw2a9UKkV8fDwcDofYOgRA7Bixd+9ecfs1NTU+xxTsddLr9UhISMDp4mKkpqWhpqbGZ5/e1yPQ68QwDGQyGbp164Zu3brh+PHj2LdvH2QyGVwul0/dEwQBPM/DZDajoqJCvF4uNzcXvXv3FuuqN6lTKBSQy+V+r+uMGTPw0ksvibEqKirC5s2bg9Y9b1kcDgdmzJyJ1NRU2Gw2pKel4etvvsHWrVvFY/GexvWW1VtulUqF999/H4VFRaisrITdbscHq1ejqrpafM0bl9G7PZ7nkZSUhNGjR0Pgeeh0OkhlMrz77rvn6oEggPG8b73TvNtKT09HdnY2LBaL+IPIWF8PlmXd78smCZ73A1kQBCQnJ7tff5aFTCqF1WoNeN2htwzeLbEsi4SEBDidTjEOQoDlmq4PAEKAL85A0wJuosn/PM+Ht6631cKnOEJY6wZaJtz9Ni1vuPsMJOx9tuJY+QA/BsItb9N1+dYca7ivTaDyhnusramHTfYrhLluoCWEcF9Xzz6NRiOMRiPi4+PFH6pewT7LzWYzrFYrDhw4AMD9fVdTU+Pz/dSSS0uiMjmLi4vz+8L2stlsIU9JeX/xBVrf+4HoXb8lywby6KOP+pxuq6+vR1ZWFhISEpptOfP+curVq5fPFwDP8wGXbzDWgecFSFgWOTk5GDJkCAB3QmQ2m2EwGIKWszGFQgG9Xo9rpk7FNVOnYsWKFdi8eXPQFpnGLWfefXoTz9TUVL/9BtqOd5m+ffuK85KTk8WWp1DXfvXs2dPnWLVabVj79C6flJQkLr99+3bs3bu32WNNTEz0O9aUlBTxNlih9uu9PdagQYP8jr85F198sbhf73rhHisAZGRkiMOHZGdn49SpU80ea0ZGRsBjbXoT+kDb0ev14r3oAECn04U81sbbKCgoQH5+PhiGcdfhhgYUFhY2u0+NRoMxY8eC53nxg+63337Db7/91uyxDh06FO+88w4Ad91gGAYbNmwI61fx/DB+FQcr+3//9z8kJyeLx7pgwQJ84xlzMNSxtrR13UsQBEycOBHPPfecu6MHy6K8ogLjx48X5zddvrGnnnoKI0aMgMvlgiAI+OSTT/Dee+8F2pG38IAgQCqT4YsvvoAgCO5TowAeefRR7N+/P2A5G++7R48e+Oc//gGu0ZfoTTffHPDHsSAI4ikpQRAwZcoUzJg+HQLcdfjAgQN44YUXfLbPeMrYNGIvvPACMjIyxER69erV2LRpU9DYeOl0OixevNhdFgAMy+LJJ5/EGU8LmODdZ4Bt9OvXD3fddRc4zxe+IAiYN2+emNyGasktKCjA5fn57mNlGPy8fTs+a+aOKZ6N4rm//93nffPBBx/g6NGjza6XmJSEu+++G8C5043/fOUVmJprTRUEDBo8GOPHjwfved+UV1RgxYoVQZdvHIOCggJ07dpVPO24ZcuWc5c0NVq26esql8tx2+23+ySQn3z6qTjQetD4CgLSMzIwaeJE9OrdW2yNTUxMDOszQqPRQKVSiZ+HNTU1MBgMfi1njS8/CUmIQldddZWQmpoacF5KSorwpz/9Kei6P//8swBAWL58ud+8N998UwAgbN++vcXLhsNoNAoABKPRGPY64eI4TigvLxc4jmvzbV/oKHaRo9hFjmIXOYpd5Ch2kWvv2LUkR4jKQWjz8vJQXl7u90u6sLAQFRUVyMvLC7puv379IJfLA97jcceOHZDL5eLAqS1ZtqPxPI+TJ0+2qsddZ0WxixzFLnIUu8hR7CJHsYtcNMUuKpOzadOmgWEYLFmyxGf6kiVLwDAMpnnu1eh0OvH777/79ATTaDSYPHkyPv/8c5SUlIjTi4uL8fnnn2Py5MnQaDQtXpYQQggh5HyIymvOBgwYgDvvvBOvv/46TCYThg0bhm3btmHFihWYM2cO+vfvD8Ddk7JPnz6YPXs2Vnpu9wO4ryNYv349RowYgblz5wJwj/ovkUjEaxEiWZYQQgghpL1FZXIGAEuXLkXXrl3xr3/9C2vWrEFmZiaef/75sAYi7d27N3766ScsWLAATzzxBABg+PDheOmll9C7d++Il+1IDMPQiM8RothFjmIXOYpd5Ch2kaPYRS6aYheVdwiIVe15hwBCCCGExK6W5AhRec0Z8cfzPEpKSqLiQsVYQ7GLHMUuchS7yFHsIkexi1w0xY6SsxgRTZUm1lDsIkexixzFLnIUu8hR7CIXTbGj5IwQQgghJIpQckYIIYQQEkUoOYsRLMsiOTnZ77Y6pHkUu8hR7CJHsYscxS5yFLvIRVPsqLdmG6LemoQQQggJhHprXoB4nseJEyei4kLFWEOxixzFLnIUu8hR7CJHsYtcNMWOkrMYwfM8Kisro6LSxBqKXeQodpGj2EWOYhc5il3koil2lJwRQgghhESRqL19UyzyXr5XX1/f5tt2uVxoaGhAfX09pFJ62VqCYhc5il3kKHaRo9hFjmIXufaOnTc3COdSf3rl2pDJZAIAZGVldXBJCCGEEBKNTCYT9Hp9yGWot2Yb4nkeZWVl0Gq1bX7j1Pr6emRlZaG4uJh6grYQxS5yFLvIUewiR7GLHMUucu0dO0EQYDKZkJGR0exwHdRy1oZYlkWXLl3adR86nY7ecBGi2EWOYhc5il3kKHaRo9hFrj1j11yLmRd1CCCEEEIIiSKUnBFCCCGERBFKzmKEQqHAU089BYVC0dFFiTkUu8hR7CJHsYscxS5yFLvIRVPsqEMAIYQQQkgUoZYzQgghhJAoQskZIYQQQkgUoeSMEEIIISSKUHLWwTiOw6JFi9CjRw8oFAr06NEDixYtAsdxYa1/6NAhTJw4URyXZeLEiTh06FA7lzo6tCZ2t9xyCxiGCfhXUlJyHkrfscxmM55++mlcffXVSE9PB8MwuOWWW1q0jc5a91obu85a93bv3o358+ejf//+0Gq1SEtLw9ixY7F+/fqwt9FZ61xrY9dZ6xwAHDlyBNOnT0fPnj2h0Wig0+kwaNAgvP7663A4HGFtoyPqHQ1C28HuvfdeLF++HLfeeiuuuOIKbNu2DY8++iiKi4uxbNmykOseO3YMw4cPh8FgwDPPPAMAeP3113HllVdi165d6Nmz5/k4hA7Tmth5rVq1ym+kZoPB0B7FjSpVVVV45plnkJ6ejiFDhuCbb75p0fqdue61NnZena3uLVq0CJs3b0ZBQQH+9re/wWw2Y8WKFRg3bhzefPNN/PWvfw25fmeuc62NnVdnq3MAUFxcjJqaGkyfPh1dunQBx3HYtm0b5s+fjx9//BFr164NuX6H1TuBdJgDBw4IDMMIc+fO9Zk+d+5cgWEY4cCBAyHXLygoENRqtXD69Glx2unTpwW1Wi1cf/317VLmaNHa2M2ePVsAIDidzvYsZtSy2WxCSUmJIAiC4HQ6BQDC7Nmzw16/M9e91saus9a9rVu3CjabzWeaxWIRevXqJSQkJDQbj85c51obu85a50K55557BADC77//HnK5jqp3dFqzA3300UcQBAHz58/3mT5//nwIgoCPP/446Lpmsxlff/01CgoKfG60npWVhYKCAnz99ddoaGhor6J3uNbErjFBEFBfXw+e59uhlNFLoVAgMzMzonU7e91rTewa62x1b9iwYX7jR6lUKkyePBm1tbU4e/Zs0HU7e51rTewa62x1LpRu3boBAOrq6oIu05H1jpKzDrR7926kpqYiJyfHZ3pOTg5SUlKwe/fuoOsePHgQDocDl19+ud+8/Px82O12HDx4sM3LHC1aE7vGEhMTodfrodFoUFBQgBMnTrRHcS8onb3utRWqe25lZWWQSqWIj48PugzVucDCiV1jnbnOWSwWVFVV4dSpU/j000/x8ssvIz09Hf379w+6TkfWO7rmrAOVlZUF/QWemZmJ0tLSkOt6lwu0LoCQ68e61sQOANLS0vDAAw8gLy8PcrkcP//8M5YuXYotW7Zg9+7dyM7Obo9iXxA6e91rLap75xw5cgT/7//9P0yZMgUajSboclTn/IUbO4DqHAC8/PLL4jVjADB06FC88847UKlUQdfpyHpHyVkHslgs0Gq1AecplUrU19eHXBdAwNtMKJVKAIDVam2DUkan1sQOcF9g21hBQQHGjRuHCRMm4KmnnsLKlSvbqqgXnM5e91qL6p6b0WhEQUEBVCoVXnnllZDLUp3z1ZLYAVTnAGDWrFkYPnw4qqur8eOPP+LQoUMhT2kCHVvvKDnrQHFxcbDb7QHn2Wy2kBl9XFwcAARc32azAUDI9WNda2IXzPjx4zF48GCsW7eutcW7oHX2utceOlvds1qtuPrqq3Hy5El8++23zbbcUJ07p6WxC6az1bnc3Fzk5uYCAKZNm4ZXX30VV111Ffbv348+ffoEXKcj6x1dc9aBMjIygjaJlpaWhrzoOCMjQ1wu0LpA4KbYC0VrYhdKdnY2qqqqWlO0C15nr3vtpbPUPYfDgWuvvRbbt2/Hxx9/jNGjRze7DtU5t0hiF0pnqXOBzJw5E06nE//+97+DLtOR9Y6Ssw6Ul5eH8vJyFBYW+kwvLCxERUUF8vLygq7br18/yOVybN++3W/ejh07IJfL0bdv3zYvc7RoTexCOX78OFJTU9uiiBeszl732ktnqHsulwt//vOf8cMPP2DlypW45pprwlqP6lzksQulM9S5YLynI2tra4Mu06H1rt0G6SDN2rdvX8ixuvbv3y8IgiA4HA7hyJEjQllZmc9y1113naBWq4Xi4mJxmnf8leuuu679D6ADtSZ2ZrNZMJvNftv86KOPBADCnDlz2rfwUSbUWF1U90Jraew6c93jOE6YNm2aAEB46623gi5Hdc5fa2LXmeucIAhCeXl5wOkPPfSQAEBYuXKlIAjRV+8YQRCE9kn7SDjuuusuvP3227j11lsxbNgwbNu2DStWrMCcOXPw1ltvAQCKioqQk5OD2bNn+1y4efToUVx66aVITEzE3LlzAbhHLq6ursauXbvQu3fvjjik8ybS2O3btw9jxozBtGnT0Lt3b/GX0Zo1a9C1a1fs3LmzU/yaXLp0Kerq6sDzPJ566ikMGjQI1113HQBgypQp6N+/P9W9ICKNXWeue/fffz9effVVjBgxAnfccYff/HHjxiE1NZXqXACtiV1nrnMAcO2116K6uhqjRo1CVlYW6urq8P3332PDhg0YPnw4Nm7cCKlUGn31rt3SPhIWp9MpPP/880JOTo4gl8uFnJwc4fnnn/cZybmwsDDor/P9+/cL48ePFzQajaDRaITx48eLrUYXukhjd+bMGWHmzJlCz549BbVaLcjlcqF79+7C/PnzhcrKyg44ko6RnZ0tAAj4t2LFCkEQqO4FE2nsOnPdGzlyZNCYARA2btwoCALVuUBaE7vOXOcEwd1COH78eCEjI0OQyWSCRqMRhgwZIixevNjnrgvRVu+o5YwQQgghJIpQhwBCCCGEkChCyRkhhBBCSBSh5IwQQgghJIpQckYIIYQQEkUoOSOEEEIIiSKUnBFCCCGERBFKzgghhBBCogglZ4QQQgghUYSSM0IIIYSQKELJGSEkKjEM06K/bt26AQBGjRoFhmFQVFTUoeVviZUrV/oci0ajOe9lGDhwoE8Znn766fNeBkKIm7SjC0AIIYHMnj3bb9rWrVtx4sQJDBgwAAMHDvSZl5SUdJ5K1n68x6VUKs/7vqdMmYKBAwfi+PHj2LZt23nfPyHkHErOCCFRaeXKlX7TbrnlFpw4cQJTp04N2rKzevVqWCwWZGZmtm8B20Go42pvzz77LAB33Ck5I6RjUXJGCLmgdO3ataOLQAghrULXnBFCLijBrjnzXpfmcrnw3HPPoUePHlCpVOjTpw9WrFghLvfjjz9i9OjR0Ol0SEhIwKxZs1BdXR1wXy6XC8uXL8fll18OnU4HlUqFgQMHYsmSJXC5XG12TEVFRWAYBqNGjUJ9fT3mzZuHrKwsKJVK9OnTB6+++ip4nvdbr7KyEo888gguvvhiaDQa6PV69OrVC7NmzcKuXbvarHyEkLZFLWeEkE7lz3/+s5iAde/eHZs3b8Ztt90GANBqtZgxYwby8/Pxpz/9Cdu3b8cHH3yAwsJCbNmyBQzDiNuxWq2YNGkSNm7cCIPBgPz8fCiVSuzcuRP33XcfNm7ciC+++AIs23a/ge12O8aMGYMTJ05gzJgxcDgc2LBhA+6//37s37/f51SwyWTCZZddhsLCQmRlZWHcuHGQSqU4ffo0PvroI+Tm5uLSSy9ts7IRQtoOJWeEkE7j1KlT0Gq1OHbsGJKTkwEAGzduxJgxY7Bw4UI4HA6sXbsWkyZNAgDU19fjiiuuwNatW7Fp0yaMHj1a3NaDDz6IjRs3Ytq0aXj77beh1+sBuJOi6dOn46uvvsI777yDu+66q83Kv2PHDvTv3x/Hjh0TO0CcOHECI0aMwKpVqzB16lRMnToVAPDZZ5+hsLAQU6ZM8UsSKysrUV5e3mblIoS0LTqtSQjpVJYsWSImZgAwevRoDBo0CGfOnMGECRPExAwAdDod7rzzTgDA5s2bxekVFRV49913kZWVhRUrVoiJGeBufXvvvfcgl8uxfPnyNi//P/7xD5+eqd27d8cTTzwBAFi6dKk4vbKyEgAwZswYv9a75ORk9O3bt83LRghpG5ScEUI6DZlMhlGjRvlNz83NBQBcddVVQeedOXNGnLZp0yY4nU6MHz8eKpXKb520tDT07NkTBw8ehNVqbaPSAwaDAePGjfObPmPGDADAzz//LF57lpeXBwBYvHgxPvroI5hMpjYrByGkfVFyRgjpNNLS0iCRSPymewd9DTT8hnee3W4Xp3k7G7z77rtBB8X97bffIAgCampq2qz82dnZAafr9XrEx8fDarWitrYWADB27Fjcd999KCsrw4wZM2AwGHDZZZfh8ccfx8mTJ9usTISQtkfXnBFCOo3mLs4P9+J9b+vUwIEDMWDAgJDLKhSK8ArXDl555RXMmTMHX375JdavX49t27Zh165dePnll/Hhhx+ioKCgw8pGCAmOkjNCCGmhLl26AACGDx+ON95447zt9/Tp0wGn19fXo66uDiqVCvHx8T7zevfujYcffhgPP/wwbDYbli5dioceegh//etfKTkjJErRaU1CCGmh0aNHQyKR4JtvvoHT6Txv+62ursaGDRv8pn/00UcAgMsvvzzgaVsvpVKJBx98EOnp6aisrERFRUW7lZUQEjlKzgghpIUyMzNx2223oaioCDNmzAg4LMXx48fx+eeft/m+H3zwQZ9BcQsLC8VbL91zzz3i9LVr12LHjh1+6+/Zswfl5eXQaDR+rWyEkOhApzUJISQCr732GoqKivD555/ju+++w8CBA9G1a1c0NDTg8OHDOH78OK655po2PXWYn58Ph8OBHj16YMyYMXA6ndiwYQMsFgtuuukmXHfddeKymzZtwmuvvYbMzEwMGjQIOp0OZWVl+Omnn8DzPJ555hnI5fI2KxshpO1QckYIIRFQqVT49ttvsWbNGqxatQr79u3Drl27kJycjOzsbNx8882YPn16m+5ToVDgu+++w2OPPYa1a9eiqqoKOTk5uOOOOzB//nyfZW+55RZIpVJs2bIFu3btgtFoRFpaGiZOnIh58+Zh7NixbVo2QkjboeSMEBIzVq5c6XOLokA2bdoUcLogCBFtd9SoUUHXlUgkmDVrFmbNmhWyTG1Jr9dj2bJlWLZsWcjlBg4ciIEDB56fQhFC2hQlZ4QQEiXWrl2LoqIiKJVKvPXWW+d1308++SROnz6N48ePn9f9EkL8UXJGCCFRYv/+/di/fz/UavV5T86++uor7N+//7zukxASGCOEausnhBDS4YqKipCTk4ORI0cGPW1LCLlwUHJGCCGEEBJFaJwzQgghhJAoQskZIYQQQkgUoeSMEEIIISSKUHJGCCGEEBJFKDkjhBBCCIkilJwRQgghhEQRSs4IIYQQQqIIJWeEEEIIIVGEkjNCCCGEkCjy/wHmB2uMKgUNIQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# since the equilibrium state does not contain off-diagonal elements the coherence relaxes to zero\n", "\n", "from qDNA import get_me_solver, save_figure\n", "\n", "kwargs=dict(description='2P', loc_deph_rate=5)\n", "upper_strand, tb_model_name= 'GC', 'ELM'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_coh(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "code", "execution_count": 9, "id": "d6fa6a5b-0967-403b-8d47-2b597df950ae", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Equilibium Population Electron at site (0, 0): 0.25\n", "Equilibium Population Electron at site (0, 1): 0.25\n", "Equilibium Population Electron at site (1, 0): 0.25\n", "Equilibium Population Electron at site (1, 1): 0.25\n" ] }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmcAAAHHCAYAAAD6Rv9iAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAADYlElEQVR4nOydeZwcdZn/P1XV59z3kUyOOXICCbkI9yEIiIJidFlcWBE1uGhYREGJssgqwrL+FAXEFVAEBUQBJV4RouFMgElC7pkkM5Nkrsw9PUffVfX7o6eqq7qru6u6v5PpGZ7368WLdHV3ddWnuns+/Xyfg5NlWQZBEARBEASRFfBTfQAEQRAEQRBEFDJnBEEQBEEQWQSZM4IgCIIgiCyCzBlBEARBEEQWQeaMIAiCIAgiiyBzRhAEQRAEkUWQOSMIgiAIgsgiyJwRBEEQBEFkEbapPoB0kSQJXV1dyM/PB8dxU304BEEQBEEQCZFlGaOjo5g1axZ4PnlsbNqas66uLsyZM2eqD4MgCIIgCMI07e3tqKmpSfqYaWvO8vPzAUROsqCgYNJeR5Zl+Hw+uN1uitAxgPRkD2nKFtKTPaQpW0hP9pwMTUdGRjBnzhzVvyTDsjkbGxvDD37wA+zYsQONjY04ceIEPvvZz+LJJ580vY99+/bhjjvuwJtvvgkAOPfcc/HAAw/g1FNPNb0PRbyCgoJJN2e5ubkQBIE+BAwgPdlDmrKF9GQPacoW0pM9J1NTM/u3XBDQ39+Pe+65Bzt27MDq1astH9Thw4dx7rnnoqmpCffccw/uueceHDx4EOeddx4OHz5seX+TjSiKaGxshCiKU30oMwLSkz2kKVtIT/aQpmwhPdmTbZpajpxVV1ejo6MDs2fPRjgcht1ut/T8O++8E+FwGK+99pqaM/apT30KS5YswcaNG/G73/3O6iERBEEQBEHMGCxHzpxOJ2bPnp3Wi42NjWHTpk1Yt26dLpl/zpw5WLduHTZt2oTx8fG09k0QBEEQBDETOKl9zvbu3YtgMIizzjor7r4zzzwTgUAAe/fuPZmHlJTG9hH8tWkA7/TzCInSVB8OQRAEQRAfAE5qtWZXVxcAGEbelG2dnZ2Gzw0EAggEAurtkZERAEA4HEY4HAYA8DwPnuchSRIkKWqmlO2iKEKW5ZTblYTAP+zpRWPHKAA7rguKcDkij4ldkxYEwXC7zWaDLMu67RzHQRCEuGNMtJ31OSlapTr2yTonWZaxcuXKpOc63c5Je4xTcU48z2PFihWQZVl93nQ/J6PtJ/OcFD0lSZox55Rq+2SeEwCsXr06bv/T+Zym8joJghD3mZ/u5zTV10n53CvJ+pNxTrHnl4yTas68Xi+AyNJoLC6XCwDg8/kMn3vffffhnnvuidu+a9cu5ObmAgDKy8tRX1+PtrY29PX1qY+pqalBTU0NDh06BI/Ho26vq6tDRUUF9u3bp3vdxYsXo6ioCGOjHijBxZ3v78Y5q5bB4XCgsbFRdwyrV69GMBjEnj171G2CIGDNmjXweDxoampSt7vdbixfvhz9/f1obW1VtxcWFmLJkiXo6upCR0eHup31Oe3atUv3xl227OSfU1FRERYtWjSjzmkqr1MgEMD777+vfmHNhHOa6uskiiIEQZhR5zTV12nBggUYHR1FW1vbjDmnk3Gd9u7dC7/fr9uen5+P3bt364590aJFsNvt2Ldvn277qaeeilAohObmZt05nXbaaRgZGdEdu8vlwuLFizEwMID29nZ1e35+Purr63HixAmcOHFC3V5SUoK5c+fi+PHjGBwcVLdXVVWhqqoKLS0tGB0dVbfPmTMHpaWlaGpqijungoIC7N27V3edTvY5SZKEsrIyy+dUVVVl6r1nJW2Lk7VWzyJKQYDZVhovvPACPvWpT+Hll1/GlVdeqbvv5Zdfxsc//nH8/ve/x7p16+KeaxQ5mzNnDgYGBtRWGqxd/Hc3t+Cto5EI3eOfXoDZxRETSL9M0j8nURSxc+dOrFmzRj2v6X5O2mOciusUDofR2NioRiRnwjkZbT9Z5xQOh7Fz506sXLkSdrt9RpzTVF8nURSxa9curFy5UtcZfTqf02RfJ47jMDIygt7e3rjXlWUZwWAQDodDtx0AYv+kp7PdyBZM5naWx57JOSmapnNOBQUFqKioUI/B6L03MjKC0tJSeDyelC3ATmrkbNasWQCMly6VbYmKDZxOp2HEzWazwWbTn4byZo9F+eCZ3e6wRbfL4FTRY19PeyyxcBxnuD3RMVrdbvWcrBx7ou2ZnpOi40w6p1TbJ/OcOI5T/yBo75/O55Ro+8k4J1mWVT2Vx0z3czJiqs6Jxblm2zlNxnXq7u7G8PCw2svTZrPpzIfX60VOTg71OWNEupoqz+vt7QXP86iurtbdr33PJHq/GXFSzdlpp50Gh8OBbdu24Utf+pLuvu3bt8PhcFhqRDvZCHz0AoWltAOMBEEQBGEaURTh8XhQXl6OsrKyuPuVKJ7L5SJzxohMNHW73QCA3t5eVFRUJPyRYIVJq9YMhUJoampCd3e3ui0vLw8f+9jH8MILL+jW4tvb2/HCCy/gYx/7GPLy8ibrkCxj05gzKtZkB4s3LqGHNGUL6cke0tQ8oVBI7VifCDJl7MlE05ycHACRa8eCtCJnDz/8MIaHh9V18z179uB73/seAOCqq67CsmXL0NnZiSVLlsTlo33/+9/Hq6++ivPPPx+33HILAOAnP/kJBEHA97///QxPhy1acyZzJ7XryIzFZrNhzZo1U30YMwrSlC2kJ3tI0/RIZBY4jktq3AjrZKopa7Ocljn7wQ9+gGPHjqm3d+3ahV27dgGIVJ4sW7Ys4XMXLVqEN954A9/4xjdw1113AYjM1vyf//kfLFq0KJ3DmTS05oz6nLFBlmV4PB4UFhbSLz9GkKZsIT3ZQ5qyRVmCU5LOiczJNk3TMmdHjx5N+Zj58+cbVjUAkTLmv/71r+m89ElFm3MWDGfHvK3pjiiKaGpqwurVqy0lRxKJIU3ZQnqyhzRlj9/vp+gZY7JJU1qrS4I+54wKAgiCIAiCNa+//jpsNpuub1k2cOONN+Lcc8+dktcmc5YEm0DVmgRBEAQxmdxxxx245ppr4lKbBgcHsX79elRWVsLtdmPNmjV46aWXMn49s/vduHEjtm/fjpdffjnj17QKmbMkULUmeziOg9vtzoo1/ZkCacoW0pM9pCl7jHqlTUe2bNmCd955Bxs2bNBtDwQCuOSSS/DMM89g/fr1+PGPf4ycnBx88pOfxPPPP5/26yXa77p16+IMWkNDAy699FLcd999ab9eumQ0IWAqGRkZQWFhoalOu+nyu/d78MQ7kXmg3/5wLc6tK5qU1yEIgiAIBb/fj7a2NtTW1qqjDWcq//qv/4rGxkYcOXJEt/3hhx/Ghg0b8OKLL+Lqq68GEJlKtHbtWnR3d+PYsWOw2+2WX8/qfp9++mn8+7//O/bt24dTTjkl4X7NXDMrvmVmWO9JQl+tSQUBLJAkCb29vbrxJURmkKZsIT3ZQ5qyRZZltRfadCYUCmHTpk247LLL4u579tlnMW/ePNVAAZGWLF/5ylfQ3d2N1157La3XTLTfL3/5y+ju7sbWrVt1j7/88ssBRMZPnkzInCVBW60ZCtOXCgskSUJrayt9STOENGUL6cke0pQ92lnT05UdO3bA6/XijDPO0G2XJAm7du3CmWeeGfccZVvs0HozpLPf8vJy1NbW4o033rD8eplA5iwJ2shZeJr/QiEIgiCIbOLgwYMAgLq6Ot32oaEh+Hw+w1nbyjajGd2pSHe/9fX1OHDggOXXywRqOJMEaqVBEARBZBMbXmjCoC8MWZLB8RyyocSi2G3DQ+sWW35eX19f5PnFxbrtXq8XAOB0OuOeo+Rz+Xw+y6+X7n5LS0vR399v+fUygcxZEvStNKbwQGYQHMdRl3DGkKZsIT3ZQ5qyY8gXxsA4m/mN2UJs7pwyp9Jo6dbv9wOIDhu3Qrr7lSTppL93yZwlQRs5k7Li98n0RxAELFmyZKoPY0ZBmrKF9GQPacqOYnf2/dlO95jKy8sBRJYbdfsrLobL5TJcYlS2GS1NpiLZfru6Ip0Zampq4u4bGhpCaWmp5dfLhOy7ylmEtiAgTKEzJkiShK6uLsyaNWvG9OmZakhTtpCe7CFN2fHQusVqtabdbp/W0UjFsB85cgTnn3++up3neaxYsQLbt2+Pe46ybdWqVZZfL9l+t23bBgBYuXJl3H0tLS1YunSp5dfLBPqUJIEGn7NHkiR0dHRQ1RZDSFO2kJ7sIU3ZEwwGp/oQMmbVqlVwu91499134+679tprcezYMV1j2HA4jIcffhhVVVW44IIL0nrNRPt95JFHUFlZGbffvr4+tLW1nfQxTmTOkqCr1qSCAIIgCIJght1ux5VXXonNmzfH5Z198YtfxPLly3H99dfjv/7rv/Dzn/8cF198MXbu3Ikf/vCHcDgc6mO3bt0KjuPwne98J+VrJtvvfffdp9svAGzevBkAsG7dusxP2AJkzpIQa87GAmFI1FKDIAiCIJhw00034ejRo3j77bd1210uF7Zs2YJrr70WP/vZz3DLLbdgbGwMv//973HttdfqHjs6OgoAqK6uTvl6ifb7u9/9Dp/+9KfjHv/ss89i7dq1OPXUUzM4S+tQzlkStDlnbx314KV9fVhYnosffnzBtF7nn0p4nkd5eTnlnTCENGUL6cke0pQ9NtvM+PP9oQ99CGvXrsXDDz+Mc845R3dfaWkpHnvsMTz22GNJ97F161bU1NTghhtuMPWaRvuVZTmuirOlpQWbN28+6dMBAIqcJcWuaaXRPRKEKAEHe8ZxsMc7hUc1veF5HvX19fQlzRDSlC2kJ3tIU7ZwHAeXyzVjggQPPPAAnn/+eTQ3N6f1/FdeeQV33XWXYf8ysxhp+v3vfx9nnnkmPv7xj6e933SZGdZ7ktBGzrRQcUD6SJKkDoelL2o2kKZsIT3ZQ5qyRYnyOJ3OGWHQzj//fIgZzK/es2dPxsdgpOkTTzyR8X7ThT4lSbAlMGfU8ix9JElCX18fVW0xhDRlC+nJHtKUPeFweKoPYcaRTZqSOUtCInPGkzsjCIIgCGKSIHOWhETmbAZEkQmCIAiCyFLInCUhUc4ZkT48z6OmpobyThhCmrKF9GQPacqe2H5cROZkk6ZUEJCERJEzakibPsqXNMEO0pQtpCd7SFO2cByXVUZiJpBtmtLPmCTYhATmTCRzli6iKOLgwYMZVeYQekhTtpCe7CFN2SLLMnw+X1xXfSJ9sk1TMmdJoMgZe2RZhsfjyZoPwEyANGUL6cke0pQ9ZHTZk02akjlLQqKcMzJnBEEQBEFMFmTOkpAociaSOSMIgiAIYpIgc5YEnuNg5M8ocpY+PM+jrq6OqrYYQpqyhfRkD2nKnkxGFWUbr7/+Omw2W9rjm1gRq+mNN96Ic889d0qOhT4pKTCKnlHkLH14nkdFRQV9STOENGUL6cke0pQtHMfBbrfPiNFNAHDHHXfgmmuuwaJFi3TbBwcHsX79elRWVsLtdmPNmjV46aWXMnqt5uZmfO1rX8OFF16IgoICcByHJ5980lDTjRs3Yvv27Xj55Zczes10oE9KCozyzkJkztJGFEXs3r07qxIvpzukKVtIT/aQpmyRZRler3dGFFhs2bIF77zzDjZs2KDbHggEcMkll+CZZ57B+vXr8eMf/xg5OTn45Cc/ieeffz7t19u2bRt+9KMfobu7GytWrFC3G2na0NCASy+9FPfdd1/ar5cuZM5SYKfIGVOyrVx5JkCasoX0ZA9pyp6ZMqf0scceQ319Pc4888y47bt27cLTTz+N7373u1i/fj22bNmClStX4tZbb0UoFErr9a666ioMDQ2hubkZd911l+4+I02vvfZabN++Hfv370/r9dKFzFkKjCJnlHNGEARBEJkRCoWwadMmXHbZZXH3Pfvss5g3bx6uvvpqdZvNZsNXvvIVdHd347XXXkvrNUtKSlBYWGj68ZdffjkA4IUXXkjr9dKFzFkKKOeMIAiCINizY8cOeL1enHHGGbrtkiRh165dcdE0AOq2xsbGk3KM5eXlqK2txRtvvHFSXk+BzFkKjKYEUOQsfQRBwOLFiyEIwlQfyoyBNGUL6cke0pQ9Lpdrqg8hYw4ePAgAqKur020fGhqCz+fD7Nmz456jbOvs7GR+PIk0ra+vx4EDB5i/XjJotmYKjCJnZM7Sh+M4FBUVTfVhzChIU7aQnuwhTdmx4YUmDPnCU30YOordNjy0brHl5/X19UWeX1ys2+71egEYtwtRDJTP57P8esngOA42m7ElKi0tRX9/P9PXSwWZsxQIBqXKtKyZPuFwGLt27cKKFSsSfhAIa5CmbCE92UOasmPIF0b/eHrJ8NlKbKFITk4OgEjFZix+vx8A4Ha7mR+D1+tFTk5OXIsSSZJOetsS+pSkQDBY+A3R4POMoHJ69pCmbCE92UOasqHYbYMMQJZkcDyHbOh0VuxOz0qUl5cDiCxj6vZXXAyXy2W4dKlsM1ryzJRE1cRDQ0MoLS1l/nrJIHOWAioIIAiCILKFh9YthizLGB8fR25u7rRuRLtkyRIAwJEjR3D++eer23mex4oVK7B9+/a45yjbVq1adXIOEkBLSwuWLl160l4PoIKAlFDOGUEQBEGwZ9WqVXC73Xj33Xfj7rv22mtx7Ngx3USAcDiMhx9+GFVVVbjgggtOyjH29fWhra3tpI9xoshZCmwG65oUOUsfQRCwbNkyqtpiCGnKFtKTPaQpe1jnXE0FdrsdV155JTZv3gxZlnVRwC9+8Yt44okncP311+O2225DTU0NfvOb32Dnzp145pln4HA41Mdu3boVF110Ee6++2585zvfSfqaHo8HDz30EIBIRAwANm3ahPb2dsiyjFtuuUVXvLJ582YAwLp16xidtTnInKXATq00mKP9UBFsIE3ZQnqyhzRly0yZU3rTTTfh+eefx9tvv41zzjlH3e5yubBlyxZ885vfxM9+9jOMjIzglFNOwe9///s4ozQ6OgoAqK6uTvl6Q0NDcZMBXnzxRbz44osAgOuvv15nzp599lmsXbsWp556arqnmBYz4+pOIgarmmTOMkAURTQ2NlJyMENIU7aQnuwhTdkzPj4+1YfAhA996ENYu3YtHn744bj7SktL8dhjj6G3txd+vx87duwwjGBt3boVNTU1uOGGG1K+3vz58yHLctx/kiRhdHQU8+fPVx/b0tKCzZs3484778zkFNOCzFkKnAbLmmTOCIIgCIINDzzwAJ5//nk0Nzen9fxXXnkFd911l2FftEz4/ve/jzPPPBMf//jHme7XDLSsmYJCgxJhyjkjCIIgCDacf/75GUVV9+zZw/BoojzxxBOTsl8zUOQsBYWu+ARWipwRBEEQBDFZkDlLQUlufBIrmbP0EQQBq1evpqothpCmbCE92UOasic3N3eqD2HGkU2akjlLQREtazInGAxO9SHMOEhTtpCe7CFN2SJJ0lQfwowjmzQlc5aCAgcVBLBEFEXs2bOHqrYYQpqyhfRkD2nKHtaDv4ns0pTMWQoockYQBEEQxMmEzFkKCl3x5ixE5owgCIIgiEmCzFkK3HYa38QaSgpmD2nKFtKTPaQpW6bzwPNsJZs0pT5nKbDb7XHbKOcsfWw2G9asWTPVhzGjIE3ZQnqyhzRlC8dxWVVZOBPINk0pcpYCWY43YhQ5Sx9ZljE8PGyoK5EepClbSE/2kKZskWUZ4XCY9GRItmlK5iwFRtVFFDlLH1EU0dTURFVbDCFN2UJ6soc0ZY/f75/qQ5hxZJOmZM5McGVNSHebzBlBEARBsOH111+HzWZLe7bmZHHjjTfi3HPPnZLXJnNmglWlEh779EKU5Ubyz8IimTOCIAiCYMEdd9yBa665BosWLVK3NTc342tf+xouvPBCFBQUgOM4PPnkk0xeb3BwEOvXr0dlZSXcbjfWrFmDl156Ke5xGzduxPbt2/Hyyy8zeV0rkDlLAcdxcLvdmFXoQo49Um1EOWfpo+iZTVUx0x3SlC2kJ3tIU/bw/Mz4871lyxa888472LBhg277tm3b8KMf/Qjd3d1YsWIFs9cLBAK45JJL8Mwzz2D9+vX48Y9/jJycHKxbty7OoDU0NODSSy/Ffffdx+z1zTIzru4kIggCli9fDkEQIEyoRcua6aPVk2ADacoW0pM9pClbOI5DTk7OjDC7jz32GOrr63HmmWfqtl911VUYGhpCc3Mz7rrrLqavt2vXLjz99NP47ne/i/Xr12PLli1YuXIlvvGNbyAcDusef+2112L79u3Yv38/s2MwA5mzFEiShN7eXkiSBBsf+SCQOUsfrZ4EG0hTtpCe7CFN2SLLMkKhUNZUFqZLKBTCpk2bcNlll8XdV1JSgsLCQuav+eyzz2LevHm4+uqr1W02mw1f/vKX0d3dja1bt+oef/nllwMAXnjhBebHkgwyZymQJAmtra2QJAnChDmTZOMWG0RqtHoSbCBN2UJ6soc0ZU8gEJjqQ8iYHTt2wOv14owzzjgprydJEnbt2hUXpQOgbmtsbNRtLy8vR21tLd54442TcowKZM4soETOAIqeEQRBEEQmHDx4EABQV1d3Ul5vaGgIPp8Ps2fPjrtP2dbZ2Rl3X319PQ4cODDpx6eFJgRYINac2Sl9giAIgjiJbHihCYO+MGRJBsdzyIass2K3DQ+tW2z5eX19fZHnFxezPiRDvF4vAMDpdMbd53K5AAA+ny/uvtLSUvT390/uwcVA5iwFHMehsLAQHMepy5oARc7SRasnwQbSlC2kJ3tIU3YM+cIYGA+lfuA04mSlCeXk5AAwXhJWGtC63e64+yRJOunvXTJnKRAEAUuWLAEA2IToxaF2Gumh1ZNgA2nKFtKTPaQpO4rd2fdnO91jKi8vBxBZbjwZFBcXw+VyGS5ddnV1AQBqamri7hsaGkJpaemkH5+W7LvKWYYkSejq6sKsWbMo54wBWj1nSp+eqYY0ZQvpyR7SlB0PrVusVmva7fZpHY1UDPuRI0dw/vnnT/rr8TyPFStWYPv27XH3bdu2DQCwcuXKuPtaWlqwdOnSST8+LfQpSYEkSejo6NC10gDSM2eiJOPZnSfw1T8cwt1/a8GoP5z6STMMrZ4EG0hTtpCe7CFN2RMMBqf6EDJm1apVcLvdePfdd0/aa1577bU4duyYruFsOBzGI488gsrKSlxwwQW6x/f19aGtre2kj3GiyJkFdDlnaYxw2tExgl+9163efvuoB5ctPrmhUoIgCILIBux2O6688kps3rwZsizrooAejwcPPfQQgEjkCgA2bdqEjo4OAMCGDRvUPmhbt27FRRddhLvvvhvf+c53kr7mF7/4RTzxxBO4/vrrcdttt6Gmpga/+c1vsHPnTvziF7+Aw+HQPX7z5s0AgHXr1jE5Z7NYjpyJooj7778fDQ0NcDqdaGhowP333w9RFE09/7nnnsNZZ52F4uJiFBUVYfXq1fj5z38+LX5ROYSoXME0zFnfmD6JcyzwwYucEQRBEITCTTfdhKNHj+Ltt9/WbR8aGsJdd92Fu+66S52p+eKLL6rbtHlqo6OjAIDq6uqUr+dyubBlyxZce+21+NnPfoZbbrkFY2Nj+N3vfodPf/rTcY9/9tlnsXbtWpx66qkZnKV1LEfONmzYgEcffRSf+9zncPbZZ+Ott97CnXfeifb2djzyyCNJn3v//ffjzjvvxGWXXYZ7770XsizjhRdewE033YRDhw7hBz/4QdonMlnwPI/y8nLwPA+nTWPOwtbNZEjUPyfwARygrtWTYANpyhbSkz2kKXtstpmx8PWhD30Ia9euxcMPP4xzzjlH3T5//nzTVZxbt25FTU0NbrjhBlOPLy0txWOPPYbHHntM3SbLclwVZ0tLCzZv3nzSpwMAACdbqGHdu3cvli9fjg0bNuDHP/6xuv0///M/8dBDD2H37t047bTTEj6/srISc+fOxbvvvquGLyVJwsqVK3H06FEMDw+bPvCRkREUFhbC4/GgoKDA9PMy4RfvdOL593sBAN//aD1W1lh73d+934Mn3ulSb//rikrccMYspsdIEARBTG/8fj/a2tpQW1ur9t+aybz++uu46KKLcODAASxatMjy85ctW4avfOUrWL9+PdPj+vznP4/m5ma8+eabKR9r5ppZ8S2WfsY899xzkGUZt956q277rbfeClmW8dvf/jbp80dGRlBZWalbV+Z5HpWVlWr/kWxDkiS0tLRAkiTdsubGP7fgm386bKk/S+xSaFDM/qVc1mj1JNhAmrKF9GQPacoWWZbh9/tnzBjB888/H6IopmXMAGDPnj0ZGzMjTZ944glTxmwysGTOGhsbUVlZidraWt322tpaVFRUxM2kiuWiiy7CX//6V/zoRz9Ca2srWlpacP/99+PVV19lOnWeJZIkoa+vD5Ik6ZY1AeD9zjHs7Bg1va/YZc1geGZ8sKyg1ZNgA2nKFtKTPaQpe8JhyllmTTZpamnRuqury3AmFRCZS2XU2E3L448/juuuuw633XYbbrvtNgCR5Lxf/epXuO6665I+NxAI6NaDR0ZGAETEVATleR48z0OSJN2XgLJdFEWdK060XRAEcByHcDis3ieKIuxCfD+ZEV9QfW5sUYTNZlOfCwCBkP5+f0hUj53jOAiCkPDYWZ6TFkEQDI890fbYc0p27Ebbtcc1U85Je4xTcU6yLMcd/3Q/J6PtJ+uctJ/5mXJOU32dlH9LkqTb/3Q+p8m8TuFwWP13suhYJpEzjuMMn59t262QyWtq/5/ufmRZVj2J0XvPivmzZM68Xi/y8/MN73O5XKphSkRubi4WL16MuXPn4oorrkAoFMJTTz2Fz33uc3C5XPjUpz6V8Ln33Xcf7rnnnrjtu3btQm5uLoBIt+H6+nq0tbWpM7uASMffmpoaHDp0CB6PR91eV1eHiooK7Nu3TzdPa/HixSgqKsKuXbsQDocxPDyMnTt3gs+ZF/f6R9taIdYVIRgMYs+ePep2QRCwZs0aeDweNDU1AQA6u20AogM5Xz08BLu3F2tKJRQXFWLJkiXo6upSS4Un65y0XzDLli2Dw+GIi3quXr3a1DkBkXEXy5cvR39/P1pbW9XthYXx5yTLsnpcM+WcgKm9Tn6/X32PKn8Ypvs5TeV1Gh4eVvWsr6+fEec01ddJmWU4MDCAY8eOzYhzmuzrlJeXByAy61Fr5lwuFwRBgCiK6qxI5Xh4nsf4+LjunHJzcyFJkk4XjuOQm5sLURTVsUVAxCjm5OQgHA7rgiGCIMDtdiMUCun6q9lsNrhcLgQCAZ3xcDgccDgc8Pv9Ot2dTifsdrvhOdlsNni9Xp35OdnnJIoigsFgWufk9/sRDAaxb98+AMbvvdjzSIalgoDTTjsNDocDO3bsiLtv5cqVCIVC2Lt3r+FzJUnC2rVrUVtbi+eff17dLssyzj33XDQ3N6O9vd1wrhVgHDmbM2cOBgYG1MS6yfi1JUkSTpw4gaqqKrx5bAwP/CP6xQIAd394Hs6sjQxtTfVr6ydvdODvh+LHVNx0ZjWuOrX8A/ELUtFTGZExE85Je4xTcZ0kSUJnZyeqqqrUarjpfk5G209m5Ez5zNtsthlxTlN9nWRZRk9PD6qqqnSPnc7nNJnXye/34/jx46irqzMc0g1EmtBmMiEg2yJk2RA5C4VCcDgcae3H5/Ohra0Nc+fOVQ107HtvZGQEpaWlpgoCLEXOZs2ahd27dxve19nZiRUrViR87htvvIHGxkbcfvvtuu0cx+GTn/wkvv71r2P//v1YvXq14fOdTqfhm9Rms8WVFCtv9liUD57Z7cp+586dGzkGW/w+7Xab+uEwKm3mOE7dnqhzxv9t78bVy6uSHjvrc8pku/aczBxj7HZFT+W+WKbjOaXaPpnnJAiCTlOF6XxOibafjHMy0nO6n5MRJ/ucjGYWKkzXc0p2jJmck80W/buSyHwlMm1WSLTvbNtuhXRfk+M4nabp7Ed5j2jfJ4n+nQpLBQGrVq1CT08P2tradNvb2trQ29uLVatWJXyuMlTUqFmt4iyzKRlPQRRFHDx4EKIowinEy2VlAHqyxrXpTByYjmj1JNhAmrKF9GQPacoWJT1kplRrZgPZpqklc3bNNdeA4zg8+OCDuu0PPvggOI7DNddcAwAIhUJoampCd3d0VNHixYsBAE899ZTuueFwGM8++yxcLtdJ78BrBlmW4fF4IMsyHLZ4x2zFnIWSGLCmXvNr0dMZrZ4EG0hTtpCe7CFN2UNGlz3ZpKmlZc3ly5dj/fr1+MlPfoLR0VGcc845eOutt/DLX/4SN910E5YtWwYgssS5ZMkSfPazn1XHLqxYsQIf/ehH8ec//xkXXnghPvnJTyIcDuPXv/41du/ejbvvvltNgMxWjJY1rQxAj22loaWpdxynVmf3+RMEQRAEMflYnv/w8MMPY+7cuXj88cfxm9/8BrNnz8a9996LO+64I+VzX3jhBfz0pz/FU089hbvuugvBYBBLly7FY489hi984QtpncDJJFNzlmxZM5DGOCiCIAiCIGYels2ZzWbDxo0bsXHjxoSPSTQTy+l04qtf/Sq++tWvWn3ZKYPnedTV1YHned2EAAUruWLJImfJljxnElo9CTaQpmwhPdlDmrKHRUEAoSebNKVPSgp4nkdFRQV4ns8ocrb9qAdNvd6E93+QzJmiJ8EG0pQtpCd7SFO2cByXURuNbOP111+HzWZDc3PzlB2DkaY33ngjzj333Ck5HvqkpEAURezevRuiKBoWBJgxZ43tI/jO5takjwlZWB6dzmj1JNhAmrKF9GQPacoWWZbjGrZOZ+644w5cc801utmazc3N+NrXvoYLL7wQBQUF4DhOzWHPhET7NdJ048aN2L59O15++eWMX9cqZM5SoC2vTTdydu8rbSkfE/6ADEHPtnLlmQBpyhbSkz2kKXtmypzSLVu24J133sGGDRt027dt24Yf/ehH6O7uTtpD1SrJ9huraUNDAy699FLcd999zF7fLGTOLGDn04uc+UKpP0QflGVNgiAIglB47LHHUF9fjzPPPFO3/aqrrsLQ0BCam5tx1113MXs9q/u99tprsX37duzfv5/ZMZiBzJkFjNb3U5mzoMmI2AdlWZMgCIIggEhP1E2bNuGyyy6Lu6+kpASFhYXMX9Pqfi+//HIAkW4TJxMyZykQBAGLFy9OOBYkVbVma78v6f1m9zNTSKUnYR3SlC2kJ3tIU/a4XK6pPoSM2bFjB7xeL84444ypPhQAxpqWl5ejtrYWb7zxxkk9FsutND5ocByHoqKihPenipy1DpgzZ8nabMwkUulJWIc0ZQvpyR7SlC2J5nxONw4ePAgAqKurm+IjSa5pfX09Dhw4cFKPZ/pf3UkmHA5j165dWLFiheGFC6dIyvSZbC77QVnWTKUnYR3SlC2kJ3tIU3ZseKEJg74wZFmODNue6gMCUOy24aF1iy0/r6+vL/L84mLWh2QZpVozJycnLoWptLQU/f39J/V46FNigmTl36m8l9kqzA9SQQCV07OHNGUL6cke0pQNQ74wBsZDU30YTMmWKt5ExyFJ0knvKUfmLENSmS+zTWo/KMuaBEEQRPoUu22QAciSDI7PnshZOpSXlwMAhoaGWB4Oc4aGhlBaWnpSX5PMWYakMl9mzZmVGZ0EQRDEB5OH1i2GLMsYHx9Hbm7utJ4SsGTJEgDAkSNHcP7550/x0SSmpaUFS5cuPamvSdWaKRAEAcuWLUtcrZnKnJlcrvygLGum0pOwDmnKFtKTPaQpe9xu91QfQsasWrUKbrcb77777lQfCgBjTfv6+tDW1nbSxzhR5MwEDocj4X0io8jZB8WcAcn1JNKDNGUL6cke0pQtM2FOqd1ux5VXXonNmzerBQ4KHo8HDz30EIBI5AoANm3ahI6ODgDAhg0b1H5lW7duxUUXXYS7774b3/nOd5K+ZqL9tre3q/vVVhZv3rwZALBu3boMz9YaZM5SIIoiGhsbsXr1asMqo1SmyqzpSlX1OVNIpSdhHdKULaQne0hT9ijLmtOdm266Cc8//zzefvttnHPOOer2oaGhuA7+L774Il588UUAwHXXXaeas9HRUQBAdXV1ytczs1+tOXv22Wexdu1anHrqqdZPLgOmv/U+yXztwrm62xQ5IwiCIIj0+NCHPoS1a9fi4Ycf1m2fP38+ZFlO+N/8+fPVx27duhU1NTW44YYbUr5eov1KkoTR0VHdfltaWrB582bceeedjM7WPGTOLPLhRaX4wVUL1Nup+pOROSMIgiCIxDzwwAN4/vnn0dzcnNbzX3nlFdx1111wOp1Mj+v73/8+zjzzTHz84x9nul8zUHw5DRrKctR/p4qcmW2R8UFpQksQBEEQWs4///yM+uDt2bOH4dFEeeKJJyZlv2Ygc5YCQRCwevVqXZWRXYgmLaYyVUbebO3cAiysyEUgLOLd4yM4Ouj/wPQ5M9KTyAzSlC2kJ3tIU/bMhHyzbCObNKVlTRMEg0HdbV7TViZl5Mwg0T8syfi3VVW4ce1s5DgiX1aSnHpfM4VYPYnMIU3ZQnqyhzRli/QBKSI7mWSTpmTOUiCKIvbs2aMLuXIcB/uEQ0vVx8zofm20za5xeh+ERrRGehKZQZqyhfRkD2nKHp/PN9WHMOPIJk3JnKWJoJizNAoCtKMudEukH5ClTYIgCIIgEkM5Z2liEzggnNqcaaNkbjsPgePwhTNnq9vsQtQfU8UmQRAEoZAtA8GJ1LC+VmTOTGCUxGozGzmbMFwcgGevPw0A4LJHDZntA7asCRjrSWQGacoW0pM9pKl5FK1CoVDCMU3TeaZmtpKJpuFwGACYNVkmc5YCm82GNWvWxG83m3M2YbhsAqczZQr6Zc30zJkoyRj0hlCel/3jURLpSaQPacoW0pM9pKk17HY7nE4nPB4P8vPz40wDx3FZVVk4E8hU05GREQiCwOxHCJmzFMiyDI/Hg8LCQt0HxHTkbOJ+beK/Fm3kLJhmztm3/nwE73eN4Utnz8YnTqtIax8ni0R6EulDmrKF9GQPaWqdsrIydHZ2oqOjA4WFhbDb7ap2sixDFEUIgkB6MiJdTWVZxvj4OEZGRlBdXc3sepA5S4EoimhqaoqbCWcTrC1r2gTjC+bQ5JyN+MOWj2/UH8b7XWMAgJ+93Zn15iyRnkT6kKZsIT3ZQ5pap6CgAADQ39+Pzs5O3X2yLCMYDMLhcJA5Y0QmmnIch6KiInXWJwvoU5Im5iNnku7xsWiXNe/YdAQ/vnohFlWYD636QvHRNm9QVPunEQRBENOTgoICFBQUIBQK6dqQhMNh7Nu3Dw0NDWR2GZGJpna7nXlOJV3VNImas+RLkUq1po037loSa9oe+McxPPGvS00fhzek7xv0g38ewz8OD+Kms2vw8VPLTe+HIAiCyE7sdjvsdrt6W0k+d7lcZM4YkW2aUp+zFHAcB7fbHRfmVEyVKCUvoVWXNRNGzvSXoNMTsHR83qDeHL56aBCSDDz6Voel/ZwsEulJpA9pyhbSkz2kKVtIT/Zkm6ZTbw+zHEEQsHz58rjtsS0w7AlyyrTVmkYkep5ZfKHp1XE7kZ5E+pCmbCE92UOasoX0ZE+2aUqRsxRIkoTe3t64mVtas5VsJqaVak2FYNh81Wbssma2k0hPIn1IU7aQnuwhTdlCerIn2zQlc5YCSZLQ2toab840piqUwJzJspyyWtMoctY1Yn5p0xfMjjeSWRLpSaQPacoW0pM9pClbSE/2ZJumZM7SRJvgnyhyJsmArD7eXM4ZALQP+00fR7LImUSjPwiCIAhi2kHmLE10kbMEnf21260sa3YOm4+ceQ1aaSgELCyPEgRBEASRHZA5SwHHcYZdrc3knGnbbAgJzJlRQr+VPDJvMPFjYys5s4FEehLpQ5qyhfRkD2nKFtKTPdmmKVVrpkAQBCxZsiRuu5mcM22D2kQ5Zx6DqQBWZmwaNaGN3icCsCe8fypIpCeRPqQpW0hP9pCmbCE92ZNtmlLkLAWSJKGjoyNpQUCiyJl+WdNY6sp8Z9y2VFMHtCSLnCUzblNFIj2J9CFN2UJ6soc0ZQvpyZ5s05TMWQrMmLNEkS7RROTs4gXFWFWTD+2qZ9hC5Cy5Ocu+NhvZ9gGYCZCmbCE92UOasoX0ZE+2aUrmLE20LTASFgRozVmSas17P9qA//t0NJyaaJnUiGQFAdkYOSMIgiAIIjlkztJEZ84SOO2wiWpNw/2JbJrQTrcGtQRBEARBkDlLCc/zKC8vBx+TM6bNIUsUOTNTEGB0v5Wcs2RNaP1ZGDlLpCeRPqQpW0hP9pCmbCE92ZNtmlK1Zgp4nkd9fX3cdlPLmmLqZU2j+y3lnCWNnGWnOTPSk0gf0pQtpCd7SFO2kJ7syTZNs8MiZjGSJKGlpSXpbM1Ey5DaPmepzJkuEmcicuYLiTjc51ULAuYWuXDxgmL9Y5IUC0wVifQk0oc0ZQvpyR7SlC2kJ3uyTVMyZymQJAl9fX1xF0w7dilR5Kx3LKT+m+WypiTL2PBiMza82IzgxGvnOQXc/qH5+J8rG9THZWNBQCI9ifQhTdlCerKHNGUL6cmebNOUzFma2FM0oT3c58UP/nlMvW1LsY5tpjWHQs9oEB0xI55yHQIAIG/i/0B2ttIgCIIgCCI5ZM7SJFV15ePbOxM+3giB59ReZ+EU1ZpGkbWKfAcAwG3XmrPs+AVAEARBEIR5yJylgOd51NTUxFdrpljW7NMsaQKpc84i+4w8JlXOmVEVZpVqzqLHlY2tNBLpSaQPacoW0pM9pClbSE/2ZJumVK2ZAuWCxWJPkSOW69BfYDPmzMbzCEBMmXMWCMebs0qDyFm2ttIw0pNIH9KULaQne0hTtpCe7Mk2TbPDImYxoiji4MGDEEV9FCrVsmYgrDdYgilzFnlMqlYahpGzgsiMTqctujw6noXVmon0JNKHNGUL6cke0pQtpCd7sk1TMmcpkGUZHo8Hsqw3TKma0PaPB3W3zRgldVkzlTkzipzlRSJnHMeh0B0JiA77wilf82STSE8ifUhTtpCe7CFN2UJ6sifbNCVzlibJmtCOB8W4BrCD4/octGT7TLWs6Q/HG70CV3Q5syTHDgDoHw/h2qf34tVDgylfmyAIgiCI7IDMWZokW9bsGwvGPhyXLylNuU9lWTPRrE4Fo2VNjoseT+mEOQOAIW9Y19KDIAiCIIjshgoCUsDzPOrq6ixVa/ZromSLKnKw/qzZmF/iTvlaZnPOYgsCVtbk626XaMxZtpFITyJ9SFO2kJ7sIU3ZQnqyJ9s0JXOWAp7nUVFREbddFzmTEpuzSxeV4pSqPFOvZZswfKmXNaPmrCrfgf88f67u/tIsN2dGehLpQ5qyhfRkD2nKFtKTPdmmaXZYxCxGFEXs3r07vlqTT7ysOeyLmrNit3n/qxg+SQbEJAZNu6x524Vz1TYaCiW52WvOEulJpA9pyhbSkz2kKVtIT/Zkm6ZkzlIgyzJ8Pl98tWaSZU3tsqRDMC+x3eQIJ23kzKXpa6ZgtKyZaqn0ZJFITyJ9SFO2kJ7sIU3ZQnqyJ9s0JXOWJsmqNbXLkmb6myloG9WGkxQFaCNnLlv8JSzJiY/WGVV4EgRBEASRfZA5S5Nk1Zpac5ZqpqYWW4qpAwq6yJmBOSs1WNY06o1GEARBEET2QeYsBYIgYPHixRAE/fKhtgltMMZIiWlGzlI1tlXQGi2ngTkrdhuYsywZ5ZRITyJ9SFO2kJ7sIU3ZQnqyJ9s0JXOWAo7jUFRUpOsjBgACDyhbYvO5tMbKzExN9bFmI2faZU17/CUUeA5nzivUbfNliTlLpCeRPqQpW0hP9pCmbCE92ZNtmpI5S0E4HMZ7772HcFg/ConjOM24Jb3x0UbOrJgzqwUBHABHgmXTuy6txdq5Bepto2HpU0EiPYn0IU3ZQnqyhzRlC+nJnmzTlMyZCRKV1ioVm7F9zsJpmjN95CyxmQpMRMFcdj6hyxd4Dg3lOertbFnWBBLrSaQPacoW0pM9pClbSE/2ZJOmZM4yINGg8nSrNc1HziJvIKNiAC1uzZKnz2K1ZlCU8M4xD/rGgtjXPYZRf3b8miAIgiCImQ5NCMgAxZz1jAbx2LZOfOHMWeA4btKrNQPhyH1G+WZatObNauTsqfe68fvdvertApeAH358IWqKXJb2QxAEQRCENShylgJBELBs2TLDCg5tdeULe3qxr3scQPrVmjbN/pI1jVUiZ0aVmlq05s1KKw1RknXGDABG/CLu/ltrxg36kulJpAdpyhbSkz2kKVtIT/Zkm6ZkzkzgcDgMt8dGxTo8fgD6HDRLBQFJ5nUqSLIcjZylMme26JvMSuSsuddruL3TE0D3SND0fhKRSE8ifUhTtpCe7CFN2UJ6siebNLVszkRRxP3334+GhgY4nU40NDTg/vvvt5RI9/zzz+O8885DQUEB8vLysGzZMvz4xz+2eignBVEU0djYaHh+thhzlu+MrBJPZrVmIJy8jYYWXeTMgjl755gn4X2eDHPPkulJpAdpyhbSkz2kKVtIT/Zkm6aWc842bNiARx99FJ/73Odw9tln46233sKdd96J9vZ2PPLIIymf/7WvfQ0PPvggPvWpT+Ezn/kMOI5DS0sLjh07ltYJTCX2GOOlGLHJrNbUj25KHn7VRtasFAQ0940nvG+ECgMIgiAIYlKxZM727t2Ln/3sZ7jlllvUSNcXvvAFFBQU4KGHHsKXvvQlnHbaaQmf/6c//Qk//OEP8dRTT+H666/P7MizAHvMUPPQhKHS5oulPVszQeTMG4qaLHeKyJk7zciZx5fYgJE5IwiCIIjJxdKy5nPPPQdZlnHrrbfqtt96662QZRm//e1vkz7/gQcewMqVK1VjNjo6au1os4zY5HhlKVKJnPGcxVYaGrOXKOdsLBA1Z/nOFJGzNAsCRvyJo2xkzgiCIAhicrFkzhobG1FZWYna2lrd9traWlRUVKCxsTHhc8fGxvDWW2/hrLPOwve+9z2UlpaioKAAJSUluP322xEKhdI7g0lGEASsXr3asIJjLKg3MUq0S8k5s2LMAP0yaaLI2ajGnOU5kwc+0ykIkGU5qQFLZtzMkExPIj1IU7aQnuwhTdlCerIn2zS1tKzZ1dWF2bNnG943e/ZsdHZ2JnzukSNHIEkSnn/+eYRCIXz729/G/Pnz8fLLL+MHP/gBuru78etf/zrh8wOBAAKBgHp7ZGQEQGTkgjJuged58DwPSZIgaXK2lO2iKOqiXYm2C4IQ6VcWDkOWZfj9frhcLthsEwn/EwmDsSbGH4ocizLOycZzkGVZl2DIcRwEQYg7Ro7jdDlngYnzij2nEV+0WjLXKSQ9JzsX3b8yWzN2NIXyRlSO0RsUE0btlHO2ck6x22VZRiAQQG5uLtPrlOycUm232WwZnZP2GKfinGRZhs/ng8vlUidGTPdzMtp+ss5JkiT1My8Iwow4p6m+TgAQDAbhdDp1rzmdz2kqrxOAuM/8dD+nqb5Oyt/6nJycpOeayTlZGQ1lyZx5vV7k5+cb3udyuVTDZMTY2BgAoK+vD//4xz9w0UUXAQDWrVsHURTxm9/8Bhs3bsTSpUsNn3/ffffhnnvuidu+a9cu5ObmAgDKy8tRX1+PtrY29PX1qY+pqalBTU0NDh06BI8nWolYV1eHiooK7Nu3Dz6fT92+ePFiFBUVYdeuXQiHwxgeHkZRURGWL18Oh8OhRghHfA5Ex58DrUePo3G8DWNeOwAeNp6Dx+NBU1OT+hi3243ly5ejv78fra2t6vbCwkLYHFXq7baj7Wj0Ho07p/39PAA7ACDfISQ9p3GvD4ATADDuD6p6ad+4y5Yt053TUADqcwQO4CCj3CWj2xcJso4EwpbOacmSJejq6kJHRwcAqEbi/PPPx7Fjx5hdp2TnpLB69WoEg0Hs2bNH3SYIAtasWZPROQGT894ze04+nw9vvvmmOrR3JpzTVF6n4eFh9TNfX18/I85pqq+T0+lEIBDAvHnzdMVf0/mcpvI65eXl4a233kJhYaFqzqb7OU31dZJlGcPDw2hoaMCCBQsm5ZzGxxMX28XCyRa6ip522mlwOBzYsWNH3H0rV65EKBTC3r17DZ+7Y8cOrF69GjU1NWhvb9fd98orr+DSSy/FT3/6U/zHf/yH4fONImdz5szBwMAACgoiA74nw8WLooidO3di5cqVag8UReiPPaE/18+tqcK6ZeX4/G+b0DMWQrHbhmeuP9W0i3+3fRT3bG4DAPz76kr8y/KKuHN6fncvnmrsARAZbn7m3Pyk53T1k/sQEmXUlrjw6KeXpPxlcqjPi9tebgEAXLm0DDeeUQlRBj71q/0AgNOq8/DAlQ1p/9pS9FyzZo16XiyuU7JzSrV9uv+CDIfDaGxsxMqVK9XHTfdzMtp+ss4pHA6rn3m73T4jzmmqr5Moiti1axdWrlwJXtNsezqf01ReJ1EU8d577+k+89P9nKb6Oil/m1atWgWHwzEp5zQyMoLS0lJ4PB7VtyTCUuRs1qxZ2L17t+F9nZ2dWLFiRcLnKsuhlZWVcfdVV1cDAIaGhhI+3+l0wul0xm232WzqcqOCIlYsidaSE21X9qtcRO2SkREiONhsNii59wLPRZYrDR5vdIzaak1J1j9PebwvFL34eU4h5Tm57TxCoqguayY6dmX7uGb/BW4b3M6IIXXaeATCEkb8YUvnZLRd0ZH1dcpke6bnlGr7ZJ4Tx3Hqe1R7/3Q+p0TbT8Y5ybKs6qk8ZrqfkxFTdU4szjXbzmkqrpPRZz7RsSfanm3nNNXXieM49d+TcU6JzsMISwUBq1atQk9PD9ra2nTb29ra0Nvbi1WrViV8blVVFWpqagzz0pRIWkVFhZXDOWkkEv2W8+bobodjqjWtzNWMPD56OUYCouFjtNWaeY7UiYu5E48ZDxrvLxaPJuG/0BV9IxW4Ivs5NuTHQ2+0ZzTGKZGeRPqQpmwhPdlDmrKF9GRPNmlqyZxdc8014DgODz74oG77gw8+CI7jcM011wAAQqEQmpqa0N3drXvcZz7zGZw4cQJ/+MMf1G2yLOPRRx+FIAi45JJL0juLScRms2HNmjWGjveyxaX4+Knl6m2lECDdas05RS4oT3mleQDDvvgKVm2FaKpqTUBvzswYKm2RQ4HWnGle688H+tE26EM6JNOTSA/SlC2kJ3tIU7aQnuzJNk0tmbPly5dj/fr1+MlPfoIbb7wRTzzxBG688Ub85Cc/wfr167Fs2TIAkSXOJUuW4M4779Q9/5vf/Cbq6upw7bXX4o477sBPf/pTXHHFFdi0aRNuv/12zJ8/n9mJsUJJEjQyNgLP4YL6YvW2EjFTqh2tTAcAgNJcOz6ypAxApLryrwcH4h6ji5yl6HMGRKNrkpy611n3SAA/3xaNbCrRMgBoGdCbsYM9xvM3U5FMTyI9SFO2kJ7sIU3ZQnqyJ9s0tTxb8+GHH8a9996LrVu34uabb8bWrVtx77334uGHH0753OLiYrz55pu45ppr8OSTT+KrX/0qjh8/jp/+9Ke477770jqByUYURTQ1NSWct6UbVh7T58yqOQOAK08pU/99fMgfd/9YYKJtCJd6QgAA5GiWPlMtbT62Tb/krI2cXdhQrLvvUF965iyVnoR1SFO2kJ7sIU3ZQnqyJ9s0tRy/s9ls2LhxIzZu3JjwMfPnz0/oPqurq/Hkk09afdmsRWfOJBmyLKsRtHTMWVV+tOihZywYd7+yrJnrEMBzqfevja6NBUSU5SZ+7NtH9QPPtTlnV51Sjn3dY+gfjyy1NveaLwkmCIIgCMI8liNnhB595EyCqFk5tJpzBkRGLimmqHfUwJxNLGuaWdIEojlnQKTBbCLEmMazDoHTmbOlVbn49XWnor7MDSAS1fOFsuMXBkEQBEHMJMicpYDjOLjdbrX9Qyx2TaltSIxGzSL3WTdnAFCRH2lfMegNqUUGAPCbHd3q+CYzlZqA+WXNQa+++ODmc+fAYYt/e9SXRsyZJEdy1KySSk/COqQpW0hP9pCmbCE92ZNtmpI5S4EgCFi+fHniHiaayFlYkhHWNK1LJ3IGAJUT5kySoS4jDoyH8HTjCfUxvMl9a01c7CxQLT2aKN0nTi3H5YtLDR+Xr6naHA+YH6aukEpPwjqkKVtIT/aQpmwhPdmTbZqSOUuBJEno7e3VdQrWErusqY2cpZNzBgCVeQ7138rSZuwcz+qC+Ia8RuiXNRObqRMac6aYQ8P9Oc0XGBiRSk/COqQpW0hP9pCmbCE92ZNtmpI5S4EkSWhtbU1szjQGLCzKupwzm8UmtAoVGnOkFAUERf3ra6s6k5GrKwhIPHS1x6w5s1D9aUQqPQnrkKZsIT3ZQ5qyhfRkT7ZpSuYsQ7Rd/YOSjJDmwrKInCmmSduj7F9Or8QpVXmm9qU3U4nfdD2j0fyx5OYser7pmDOCIAiCIJJD5ixDeA5QLFgkcqYZfJqmOSvOieZ1jU4sZwY05sxpkKifCLORrt40ImfJqj+TIcvAX5sG8PvdPXFVogRBEATxQYfMWQo4jkNhYWHCCg6O49S8M1Y5Z7G90wC9OXPZzO9Xa6Y2Nw0kNFSeCRNo57mkY6GsNLU1guM49Mh5eOStLjy+vQtbjyQedk+YI9V7lLAG6cke0pQtpCd7sk1TMmcpEAQBS5YsSVrBoSxthiRZHX4OpG/ObDHtOQC9OTNqcZEIbT+0sCTjvlePGj5OWfLMSdGiI9OcM0EQsG0gWszwi3e6LO+D0GPmPUqYh/RkD2nKFtKTPdmmKZmzFEiShI6OjqRJgooJC8f0OWMSOZsoBAiEo/u1sqyZY9e/0d5rHzF8nFczeSAZmZizvV1j2N05ghFv/FgqIn3MvEcJ85Ce7CFN2UJ6sifbNCVzlgIzFyy6rKnPOUu3WtMe0zsNiF3WNH/ZzByDLMvwhhRzlnzfeSZbc8TS1DOO2zcdxjf+1IK24WjV6GggTHlnGZJtXyrTHdKTPaQpW0hP9mSbpmTOGKCYqbAkqzliQCbLmvHD1NMtCACAxRU5uttSzNxTX0iCctipImfp5py93zVquD0oyujwUCSNIAiCIBTInDFAGeEUma2ZebWmtj2HUeTMIVi7bN/6cK3utj+k/2WgNVmpcs4EnlMjd1bM2cB4KOF9Lf0+0/shCIIgiJkOmbMU8DyP8vJy8HxiqbTLmvqcs/TktTOOnJXnOXD2/EL1ti+JOUsVOdM+xoo56xuLmjN7zOE39XpN74eIx8x7lDAP6cke0pQtpCd7sk3T7DiKLIbnedTX1ye9YEpeV0iSdYPKLXqouP0B2oIATc6Z3XpEzq1xRP6w3lR5T4o5i/RRE3jgD58/Hb+/4TS1P9z+E2Om90PEY+Y9SpiH9GQPacoW0pM92aZpdhxFFiNJElpaWpIXBGgiXcFw5jlnPMepzzXqc2Y1cgYAbnviRH6rkbOciaIBX0gynczfNx4xZyU5dhxta0WOncf8EheAyLLmhhebMeRNvPRJJMbMe5QwD+nJHtKULaQne7JNUzJnKZAkCX19fclbaWgiXdoZmDaLuWG6ffLRpVIg/VYaCi5t5CxuWTN6WzuLMxG6KQGh1NEzf0jCiD/yuPJcu6qndgTV4T4v/tY0kHJfRDxm3qOEeUhP9pCmbCE92ZNtmpI5Y4A2gT/AIHIW2We0d1pkv5rIWRqmT7us6YtZ1kw35yz2uYlQomZAxJwpnFqtnw/a6QmAIAiCID7okDljgHZZU2ui0q3WBLR5bBM5ZyK7ZU1fzLKm1ZyzfFd0vFPncGpDpeSbAZHiBIVza4uwek6+ertX8ziCIAiC+KBC5iwFPM+jpqbGVLUmELOsmUnkbOL1YiNnXMzrmUUfOUvWSiP1W+L02dGI1z9NzMY8MaI3Z4qeNoHD965oUEdM9YySOUsHM+9RwjykJ3tIU7aQnuzJNk2z4yiyGHPmLHofi4KAyD5jc84ihspp49MazKrPOctsWXPt3EJ1UsCbrcPwpcg7261pQNtQnhOnZ2V+JJrWNxakaQFpkG1fKtMd0pM9pClbSE/2ZJum2XEUWYwoijh48CBEMbEB0ZowZpGz2GVNjTlLB+2MTW9MQcBYwJo5c9h4nFNXBADwhyUc7kvcp0yUZOzsGFX3vaDUFadn5cRSpyQD/Uma1RLGmHmPEuYhPdlDmrKF9GRPtmlK5iwFsizD4/FAlhNHdPSDyhlFzmKqNf2qOUtvn8kiZ1ZzzgCgvtSt/jtZIv+Rfi9GJ8zf6bPzwHOI01OJnAFAzygVBVjFzHuUMA/pyR7SlC2kJ3uyTVMyZwzQmrABbzRvKt9lzugY7nNiqVSSI9EnZbk03ciZriAgwwkBAFBT5FT/ncycvdE6rP57VU2B4WP05ozyzgiCIIgPNmTOGKDNOWsfihgVDkBtiTvBM8zsM2r4wpKc8bKmriBAY87CoozWgchsy0KXDQ6T+59d6FL/ncichUUZWw4NAogY2HNqiwwfV5kfNXpUsUkQBEF80CFzlgKe51FXV2e6WvPERORndpEz5RDxZGijcb6gqM7sZGPOopGy/SfG1By0lTX5cc9LRHmeXT3vRO00dnSMYMgXBgCcOb8QhW6boZ4UOcsMM+9RwjykJ3tIU7aQnuzJNk2z4yiyGJ7nUVFRkdyc8fooFwA0lOVk9Lpaw6dN4E/bnNmMlzXfPT6i/vuMucbLjkbwHIfZhZGIV9dIwLDKsm0iIgcA501EzYz0rMwjc5YJZt6jhHlIT/aQpmwhPdmTbZpmx1FkMaIoYvfu3UkrOIz6jjWUpb+kGdln9NKMB8Pqv9M1Z64Ey5p7uyNDxzkAq+aYN2cAVHMWlmRDU+XxR4+7dGIygJGeuU6BSa+z373fgy//vgk7O0ZSP3gGYeY9SpiH9GQPacoW0pM92aYpmbMUyLIMn8+XtILDaIbm/AzyzQB9NE47qDxdcybwnFrpqV3WHJwYNl6UY0OBpvO/GbTLkYMGQ8uHfVFzVuiO7DuRnmqvs/H0ep293jKEJ97pQsuAD49v77L8/OmMmfcoYR7Skz2kKVtIT/Zkm6ZkzhhgN2iZUZJjzejE7VMTjdNWU6ZrzgDANbG0qQw+l2UZngkDVWTRmAGpB6BrI2ep9q8sbYoSMGCh11n/eBCvtwzhoTfa1W2tAz6Mal6bIAiCIKYTmTkIAkB0DqaWQpfd4JEW9qkxfGOBqNHIsadvznIcPDz+6LKmNyghNBGlKnJbP15dY9uYeZ1A1JzxXGTpMhnaKFzvWBAVmtuJCIsy7nj5CLpG4gsS9p0Yx1nzC1PugyAIgiCyDYqcpUAQBCxevBiCkNhcGOWcFWTQ4yyyT03OmSZHTNuvzCquiaibsqypjWwpy45W0FajahvZKihRuUKXDfzEyKlEemrN2QmTeWdtgz5DYwYAr7Wknvk5UzDzHiXMQ3qyhzRlC+nJnmzTlMxZCjiOQ1FRUdJ5lvaY6o4cB68zV+lg0+WcRY2PO4PImWLsgqIMUZIx7IsuH6azrKkdkh67rCnLsmr+tMYvkZ5ac5ZsHJSWpt5x3e1ZBdF+aVuPDOH593tM7We6Y+Y9SpiH9GQPacoW0pM92aYpmbMUhMNhvPfeewiHE+cwxUbOCtMwOsn2qTVnmfROi+11pk3YL0oncpZkWdMXktTRU1o9Eum5uCJXPee/NfWbyjtr7o2auPklLtz70XpceUqZuu3Jd7vQOmDO6E1nzLxHCfOQnuwhTdlCerIn2zQlc2aCVKW1k2POjFtfuDIoCIgd4WRUTWmFZMuauiXTGD2M9CzOseNjSyPGKhCW8ffmgZSvr0TO7DyHn3xyEaoLnLj5nBpcfVo5gMjoq1++223ybKY32VL+PVMgPdlDmrKF9GRPNmlK5owBsQPOWUfOfLrIWQbVmrrh5xKGtdWU6RQEJFnW9KRh/D68qFT9d3eCXDKF8YCIjonJBHVlbjgmzCzHcfjc2llqJLA5ZumTIAiCILIdMmcMiM0vSycKFbdP7fimcLTvSiYFAdpKT+8kL2smi5wloiw3ahCN+qZpaRuMTh9YEDONwSHwmF8Smf054hd1RpEgCIIgsh0yZykQBAHLli1LWsExGZEzbXsOf5hNQYBLY6b8IQkebUFApubMZOQsmZ75TkE1palyzlo0o6FqS+Mb/tZoBrN3ePxJ9zXdMfMeJcxDerKHNGUL6cmebNOUzJkJHI7kPbdic86sdto33mf00gQ0OWc5GUTO3DEjnDwZRs60y6SxOWfayFfsvhPpyXEcSiaiZ4Pe5NGuVo05qzcwZ3OKNeYswWD2mUSq9yhhDdKTPaQpW0hP9mSTpmTOUiCKIhobG5MmCjomeVkzIGoKAjJqpaExZ2FRzTmzC1xahQYCz6n71A5nB4BOT9QQVWtaXKTSszQnYs48/jCCYnxjWwXFnHGAuoSppaYw+prtwzM7cmbmPUqYh/RkD2nKFtKTPdmmKZkzBkx2QUBAk3OWWeRMU60ZlNQ8sVyHkHZvF+V4YiNnWnM2W2OUUlGiyTsbShA9Gw+KODaRczar0KlbrlWoKfpgRc4IgiCImQOZMwbELmtmkhdmtM9geDIiZ5I6KSATw6dUbMbmnCnmrCzXbqmIQYmcAYnzzh5+ox3BiR5qSypzDR9TnmdX55Ae6fdmzTBbgiAIgkgFmTMGxM7WtPGZy6qNxinLe04bD8FgyLpZtMbOFwyr/dPcGbTnUHqd+YISpAkDNOoPq9WaVqJmAFCaomJz0BvCP49ERjPlOgRct6rKcD88x2FZdR4AoH88hEMmpw4QBEEQxFRD5iwFgiBg9erVyWdrxpgxo0HoVtEWBCid9jMZeh55fvQcxgISwpIctz3dfcqIVIACyZc0U+lZkhNdEh4wMGddmn1fvLAEVQWJzd/ZtdHB52+3eZKchTHNveO49aVm/HDrMfSNmZv3ORWYeY8S5iE92UOasoX0ZE+2aUrmzATBYPI/zLHLmrE5aOmg3WdowkRlsqQZ+/wxbWPbDPZr1IhW27pidlF8sn4yPUtSLGueGNUUGuQnr6w5a34hlEux7ah1c/Z/2zrR1OvF35sH8bU/HjIc7p4tpHqPEtYgPdlDmrKF9GRPNmlK5iwFoihiz549SSs4Ypca2Ziz6KUJi5lHuAB9ztl4MJps785gXqdRI9rjQ1EDVRMTOUulZ6plzRMj0Q9PsqgZEJl6sKgikpN2fNiP/nHzH7zm3nEcOBGdLtA7FsIjb7ZjNJB9DW3NvEcJ85Ce7CFN2UJ6sifbNCVzxgitH2Nhzoo17TiUVPZMCw20ifnjAUmzPfOcMwAYC0Te1Nru/bUl8T3IkqEtCDA0Z6Mac5YicgYAp8/OU//9fueYqWN4cU8v/vOlQ3Hbtxwewi0vNmd1BI0gCIKY/pA5Y4S2FQULc1aSY0fsbjKJcAF6E6atrswkIqcduaTMw2yb6EGW6xBQnmdtZmeuQ4DTlnhKwAnNzM2qgtTmbMXsfPXf73eOpnx8+7Afv3ynS73Nc8BczdJs90gQr7cOp9wPQRAEQaQLmTMTmEkQ1ArJoiBA4DndEh+QeUGAU9No1q+dOpBBteZcTSf+Y0N+jPrD6J8wVbUlLsP+acn05DhOzTszKghQImeFLpupFh2LK3NVs7f/ROrI2TM7Tqg5fgBw24XzcO9H6zGnKLqE+vemgZT7OdlkSxLrTIH0ZA9pyhbSkz3ZpCmZsxTYbDasWbMGNluKxrKMlzUBoDxXHxnKzTByxnPRjv6+sHZZM/39ztN05z8+5EfrYPKZl2b0VJY2xwIiAprjDIYlNZpmJmoGRKY3KHM2e8eCEKXk/c4O9ETyzNx2Hn+4cTkuWViC8jwHfv4vS9RJBAd6xnURvKnG9HuUMAXpyR7SlC2kJ3uyTVMyZymQZRnDw8Mpm5hq7RgzcxazJFhflpPxPpWKTd28zgxMX0WeQ43IHRvy4ehgtFKzzsCcmdEzUVFAz1hQzb8zk2+mUDnxWFFKPlB9LBBGz0RkrrbUratu5TgO59cXq7f3dJnLXzsZmH2PEuYgPdlDmrKF9GRPtmlK5iwFoiiiqakpZQUHNxmRszy9AUnUDd8KFRP7ZNVKg+c4dWnzxEhQNTcAUJUfX01pRs9E7TR6RpLvOxGVGiOnPb5YWjTD1BsMjKXS1BYA9nRnjzkz+x4lzEF6soc0ZQvpyZ5s05TMGSM4Tewsky7+Wso1ESSHwGFecXzPMKusW1YRty3TKlDluGTo+5Dlu9KLyJUkqNjsHrVWDKCgM2dJmsm29kfNWZ1BlHJhRQ4cE/mEe7PInBEEQRAzCzJnkwAjb6ZL4C/JsTMxfefVFaE6xthksqwJQJcsr4105TvTW7vXLmtq93fiJEbO6g0iZw6BV6OXPaNBtSqVIAiCIFhC5iwFHMfB7XYbVh0mIpwi6dws2qpPB4MKUCByPkVufS5bJgUBAFCtaQY74os2ac13xu/XjJ7aXme9mkjXCRaRs1HjRP4Rfxhvtw0DiExnSBSlPHNedCTUr97rNn0Mk0k671EiMaQne0hTtpCe7Mk2TcmcpUAQBCxfvtxSia0yCzNTcjWmKRBml6QYm2OWaYuOWZopAEoum8AbL5ea0VPbnmOfpku/0kaD5+IrWZNRocnd600QOXtpby+8E0USly4qhcNmrMkVS8vU3m7bj3nQMew3fFwyGo+P4K02domn6bxHicSQnuwhTdlCerIn2zQlc5YCSZLQ29sLSZKSPk77Z5aVOdNMcIIvzC5JMXYZM9NlTW3kTOmflu+0Gf4CMaNncY5drfQ80ufFiD8SjVMKAsrzHJZ6yeU5bWobkq6ReHMmyzK2HBoEENH8mtMrE+7LaeNx5Sll6u3dFqs232obxrf/2oLv/r0Nz7/fY+m5iTD7HiXMQXqyhzRlC+nJnmzTlMxZCiRJQmtra2pzpomCsFrW1E4J8gUlZpGW2IhWpgUBuQ4Bha5Ifply7kZLmoB5PZXO/jIinf1H/WE1Kpdq4LkRyjJl71hQNXsKx4b86B2L5LYtn5WPihT7XzYrOnVgn4XCgLAo44nt0ekDv3y3G997pQ2/392Tsv9aMsxqSpiD9GQPacoW0pM92aYpmbNJICSyubh+TQPWkCTr2l9kgraZrcBzuiHr6aIUGSgWI91iAIWVNRoDdGJcVx05J42q1UUV0erLQ71e3X3vHPOo/z5jbkHKfTWUuS1NHQAASZbxi3c70RXTvPbN1mE8vr0Lm/b3mdoPQRAEMfMhc8YIbVArxCpyFtabvL6xxA1UraCdpZmbwegmLdqlTSBx5Mws2ryzgfEgtmsM1BoTBiqWheVRc9bcpzdnuzqiMzfPmFuIVNgFHosqIlWbvWOhhHlsCv3jQXzu2QN4cU/UgGlnfgLA37JwJBRBEAQxNZA5SwHHcSgsLExZwTEZOWeBOHOW3ASYRXsqxW5rg8kTURmzFJjvMo6cmdVTe1z9Y0G8c2wEQCTn6/RZ+YmelpCFusjZuO6+9uFINKvIbdMVNyRjqaYh8KEYsxfLXw8O6Fp4XLeqCvd9rAEv3LBMXVI+OuhH60Dy/STCrKaEOUhP9pCmbCE92ZNtmpI5S4EgCFiyZEnKCg5JEzp7cU8vk9eeLHOm3W9hAhNlldhIWaLImVk9bQKnHlvfeAieiTyxlTX5CSspkzGrwIm8ieXcQ31eNX/PH5LUAeuzCsz3TmvQNKltSWGq3j0+ov77ulVV+MyqKgBArlPA59fOUu/70/5+06+vxaymhDlIT/aQpmwhPdmTbZqSOUuBJEno6OgwURAQ/ferhwbTjoJo8U/SsqZXM1czN8PlR4XYis+8JAUBZvQEos1ohzW90+YWpTclgeM4NXo25Aujf6K5rbZ3Wmxz3mQ0lEWb1Lb0J25GOzAewuGJyFp9qRvXra4Gr/lldmFDsdrK5JVDg7qJCGaxoimRGtKTPaQpW0hP9mSbpmTOUmDmgkmyjNiFTBZGKhhTWDDkY2POtNWK7jSiUEbkOmIjZ8YROSsfgJKcyD60KXxleekvw+ryziaKArpHtObM2tQBJRJ3pD+xEW9sj0bNjHLl8pw2fGRJpDVHSJTxmx0nTB+DQrZ9qUx3SE/2kKZsIT3Zk22akjljgFHrjNglyXSIbTwbZJTLpo1E2RlNHog3Z5lH5LQzNhXKLDSfjUVXsdkXyTvT9j2zYs44jkP9RPRs0BvGUIKIl74S1LjY4JPLKuCaMMl/OdCP5picOIIgCOKDBZkzBoQNTBMLIxVr8GKrN9NFt3TGKPfRbOTMCsbmLJPIWTSJX42cedKLnAH6vDOjZrRBUcKuzkglaKHLpjOHWkpz7fjsmmoAkcKSvx2kyk2CIIgPMpbNmSiKuP/++9HQ0ACn04mGhgbcf//9EEXrPbguuOACcByH6667zvJzTxY8z6O8vBw8n1gqo8gZi15nsTlnrKpARzXLmv4QG8MXa84SLT+a0VOh1MCIlWewrFmaa1fndipDzrV9x2YVWovKaXuibTs6HHf/+52j8E3ou3pOftLB9R9ZUgb7xP3vd40mfJwRgz4RWwfz8e2/tuHvTQN455iHSeT2g4qV9yhhDtKULaQne7JNU8vhjQ0bNuDRRx/F5z73OZx99tl46623cOedd6K9vR2PPPKI6f08/fTT2LFjh9WXP+nwPI/6+vqkjzEyZ5MSOWNg+GRZxrimma2XkTmLLQgozzM2Omb0VIiNnNl5DgUZVpfOKnRiwBvCWEDEqD+stsHIdwqWK1dPrc5DvlPAaEDEe8dHEBQlOCYa+gZFCY9vi04DWDsvef80l53H0qpc7O4aQ/dIEN0jAVORPF9IxNdfPjwx4SCI9ycieHOLXbjn8jrL0UDC2nuUMAdpyhbSkz3Zpqkli7h371787Gc/wy233IJf/OIX+MIXvoBf/vKXuOWWW/Doo49i7969pvYzPDyM22+/Hd/+9rfTOuiTiSRJaGlpSZokaLisySByEbsPFobPG5Sg3Y1vMqYOcPGRNAUzeiqUxpiz0ly7rtIxHSo0kbfGjhGMBSLnv3x2vuX+NgLPqabLG5LQ1BPNFfvn4SEcnxiKvqDMjXNqi1LuT9uYVtsYNxnP7uxRR09pOT7kx/dfPcps5NcHCSvvUcIcpClbSE/2ZJumlszZc889B1mWceutt+q233rrrZBlGb/97W9N7efb3/42CgoKcNttt1l5+SlBkiT09fUlN2eGkTMWBQHsI2cjAf1cSVaRM83QgaTLd2b0VIiNnGWSb6agnZv5nqb/2Koa641tAeCUqmge2xFNSw3tuKkvnjU7qSYKKzTHoO2NZoQsy/jh1mO64elnzM1HhSZiebjPi/fak++HiMfKe5QwB2nKFtKTPdmmqSVz1tjYiMrKStTW1uq219bWoqKiAo2NjSn3sXPnTjz66KN48MEH4XCkX3mXTRias3DmEYu4nDMG+4wd+u1lFDkb9kX3w6rBcnGOfpmxLMFSqRW05qWpJ9oCY0Wa5kzXjFbTUkOpuLTxHBZrpgkkY0F5jto+ZGfHCPyhxNfmb00D+HvzoHp7damI//rwfDz1b6fgrkujn8+fvN6OLk/AaBcEQRBElmIpyaarqwuzZ882vG/27Nno7OxM+nxJknDzzTfjox/9KK644gorL41AIIBAIPpHZmQkEhEIh8MIhyOGg+d58DwPSZJ07lfZLoqibpkn0XZBEMBxHMLhsHqfKIpq5+DY4oewQUTLH4ock/JcBY7jIAhC3DEabQ9MRLU4RKr4AqIYd65Wz2nYq58y4A2JcceoPN7oXG02m+E5aacXSHLkuhidk/a4Ul0nDkCuncf4hA6lbpt6/tpz0m5LduyCIOjMmdKAtirfgco8h24/Zq9TTYENAgeIcqTIQJIkjPhC6kioulIXHIL563TmvEL85eAAgqKMd48N4+z5hXHn5A9JeHx79LP2mRUVqA8fV893TU0uGsrcONLvQ/94CP/991b8+OMNsAm86fee9hhZfp7MXiej7Ynee6zPSfuZnynnNNXXSfm3JEmmPmfT4Zym8joB8X9bpvs5TfV1Uo5JecxknFPs+SXDkjnzer3IzzeOMLhcLtUwJeLxxx/H+++/j/3791t5WQDAfffdh3vuuSdu+65du5CbG4lMlJeXo76+Hm1tbejriw6ZrqmpQU1NDQ4dOgSPJ9p3qq6uDhUVFdi3bx98vuiS1OLFi1FUVIRdu3ZBFEUEAgHs2rULy5Ytg8PhiIsQFs5bGndc3T19AObC4/GgqalJ3e52u7F8+XL09/ejtbU1uo/CQixZsgRdXV3o6OgAAIz6HAA4cFxkAsG4L6i+drrntLe5BUB0DdIbjLwpY89p9erVCAaD2LNnj7pNEASsWbPG8Jw8eXPV22FRwnvvNaKoKP6cAMDpdILneVPXSYAdSoA3ONKHxsbofmKvk0Ki67R69WoU2qMfNiXgubQqN6PrVOa0o8fP4/iQH81HWrHz2ACAiAmsyYm8iNnrdFr5XPzlYOTff9zRBkd/OO6cmjw8xoORJd7zagvxyaWFaGyMvEeV63TP5afj639sRvdoCEcH/XjilV04p8Zp+pyAyfs8mblOVt57k3FOymd+Jp3TVF4nl8uFmpoaDA4O4ujRozPinKbyOhUUFCAUCqmf+ZlwTtlwnQKBAI4fP46GhoZJOafxcfM9LDnZQsbwaaedBofDYVhluXLlSoRCoYRFAf39/Vi0aBFuvvlmfPe7340eAMfh3/7t3/DrX/866WsbRc7mzJmDgYEBFBREWhpMlYs/1O/HbX88rNt2yYJifP1D8zP6ZXLN0/sxHpRg4zmEJRl5DgHPXb80o3N6cfcJ/Hx7t+5Y//j5ZRBiZhxY/WXy0r5+PL49Wp34+38/BW6HkPGvrfW/a1YbxX71/BpcvKA47pys/NoKhCV84hd7dNs3nDcHVywpTfs6/ej1dmw5PAwAePATC7CjfQRP74jkgn39wrm4ZFGp6eskgcP1vzkAjz8Mu8Dh6WuXIM8p6M7pwdc78OrhIQDAPZfX4oy5hYbXaU/XKO7YdAQAUJ3vwGP/sgg2m+0D+auYzonOic6Jzmmqz2lkZASlpaXweDyqb0mEpcjZrFmzsHv3bsP7Ojs7sWLFioTPVQzZtddeq/vlBETc5NGjR1FSUpLwgJ1OJ5zO+LYANpsNNpv+NBSxYkk00DTRdpvNBlEUcejQISxcuFCt5ot9PcM+ZxPbOI6Le3yyY9RuV/LWlFzykCTF7cvqOY0F44/VF5JQ5DZOtjc6dqNzOjGiXy4NSBzyJo5Be06iKKK5uRkLFy6EIAgpr5M2kd5hEwyPx2hbou0uu4Ait003JWFJZW5G12lBea5qzloH/DikKQxQ8s2sXKeLGorxh319CIky3jo2io8uLVPvkzke77VHKjmdNh4rZhdAkiQcPnxY1VRh2ax8nD4rD+93jaF7NIiWwQAWVdhMnZMsyzjYM44Clw1uu4DDfV7UlrpRqSmoSOfzlOn2TK6Tme2CIOg+88pjpvs5GXEyz0kURRw8eBALFy5kcq7ZcE6pjnEyz0kURcPPfKJjT7Q9m84p0TFa3Z7uOWk/98ken8k5JToPIywVBKxatQo9PT1oa2vTbW9ra0Nvby9WrVqV8LnHjh3D4OAgTjnlFNTW1qr/AcAf/vAH1NbW4uc//7mVwzkpyLIMj8eTtCWBcRPazJL3RUlWDZ7SPiIYljNujRBbEABAbZSaCZ0xSefjCQoNzOipRSstq6YQNYVRk+8UOMwrTm+YukJ9abQo4Ei/V50+kOcUMLvQep+xixeWqP9ujKm2/MPePngmruHqOflw2Pikml64ILqvrUeGTL2+LMv40WvHcdsfD+MLvz2If/v1Pnxncyu+9LuDal+4mYzV9yiRGtKULaQne7JNU0vm7JprrgHHcXjwwQd12x988EFwHIdrrrkGABAKhdDU1ITu7ujy2Z133omXXnop7j8gMingpZdewic+8YnMzmaKmIxWGto2GhN9TSEneC0rjAbizRmLis1Oj193O5E5s4q21xuLViKAvsKyyG0z1eYiGXUTMzYBoKl3XI3KLSrPsdw7DQDqy9zIm5hNuv/EGKSJL4tRfxjP7IwMRucA/OuKqpT7Oqe2ELaJ89tyeNDUtX5xb5+uElTBF5Jw119a0DHsN3gWQRAEwQpLy5rLly/H+vXr8ZOf/ASjo6M455xz8NZbb+GXv/wlbrrpJixbtgxAZIlzyZIl+OxnP4snn3wSALB27dqE+62pqZm2xgyIRLliybRhrNac2TTmISjKup5iVhnxx/9x9gYzMz3BsIS+mEaoRiYwHbyadhLDXjb71HbNt9syH9WR6xBQXeBA90gQx4eixmVRhbkWGrHwHIdTKnPxzvERjPhFdAwHMLfYhb83D6hRzsuXlGJBufGsTi35ThvOqyvCP48MYcQv4qW9ffi3VcamTpZlbDk8iCc0laA2nsPSqlzsmZg84PGHccemw/j6RfOwsiZ5zgRBEASRHpb/Mj388MO49957sXXrVtx8883YunUr7r33Xjz88MOTcXxTDs/zqKurM1x7VjBawsx0QkBATGDOMtyv0oRWG9DxJumnZYaukUDckmNsDpqCGT0VgqKEcY1x7B+P74SfDgWuqLs1MtbpUD8RjdNeniWVqc1TIk6tzlP/va87Ej3704F+ddu6ZRXqv1Npet3qKjVv8Y/7ehO+h377fg9+8M/j6lLytSsr8acvno4HrlyA399wGupKIxHCQW8Y//XXVp0RnUlYeY8S5iBN2UJ6sifbNLU8qNBms2Hjxo3YuHFjwsfMnz/f9LpttqzvJoLneVRUVCR9jPYPvNLzimnkTIi+WTLd7+hE5Mwp8GqT20zNWWy+GQB0jxg3PjWjp8JgjBk70s8m30nSWMlRg0hiOiwsz8GbrcPq7SK3DadrxjFZRWvOdneNYkF5DronDO/KmnzUFEXz5FJpOrvQhfPri7F1Inr2RuuwLq8NiOQiPrczOm3g4gXFuH51tXo7z2nD9z9aj3tfOYq93WMISzJ++W4X7r6sLu1zzFasvEcJc5CmbCE92ZNtmmaHRcxiRFHE7t2740p2tYQ05kyJcmWecxbdp123rJnZfn0TRsxlj176TJc1jTrQdyeInJnRU0E7DgkADvd74WdQvKBdgh0LioZFElaJNWKXLSqFXUj/47WgLAc5jsjzd3WOYndXdNbmmTFD1M1o+jFNxedfDvbH3f/yvj7VrF+8oBhfv2he3BzTIrcd3/1IvTrzdNtRD/ZpxlTNFKy8RwlzkKZsIT3Zk22akjlLgSzL8Pl8SSN8usiZEK2szASfJprlsEX/SIYyMGeyLKtRMqdNa84yezMOaCJcSnJ9osiZGT0V9p/Q/+EXpehYpEzoHdUbx8MMKhDrS9265edz64oy2p9N4NRB6CN+Ee8cizY9PE0TVQPMaXpKVS7mTkTb9p8Y110zf0jEH/dFmi3yHHD9muqEhQwuO4/r10Qjao9v77QU/e4fD2Jv1xhe2NOLJ9/twvudo1kXPbfyHiXMQZqyhfRkT7ZpSuaMAdqcM+UPdCYmCgB8mmiWQ7usmYHpC4kylMNyayJnmbbS0Cb/l08MJ+8eCahVhuliFJXZdyLzSE1PrDljsFwq8BzsQtTQJJuLaZZVmoR7pT1HvlPAvBLrrT84jsM5ddGIm9bs/eXgAEYDkeO9sKEYVfnJ2398eGEJ5k60H2nq9WLT/vhIXCz+kIj//cdRXP/r/bh902E8tq0Tz+3qwTf/dAQ/eu04hrxs8gkJgiBmAmTOGKCNnNnVZc0MI2fh6B93bZQrk2VNbW5ZjqbkM9PImfKHHYhWQgZFGYMZ/MH1BkW0DESWNbW9wtoGMk9C74qJ6h3p8yV4pHnGg6LO5B7uz3yfq+dEzZnyfjqlKi9uudEsZ80vUv+9bcKcdY8E8OvGaMubfzm9MuV+BJ7DTWdFZ+w+tr0zzvBqESUZP/jncWw5PGTYq+7vzYP492f245XmgdQnQRAE8QGAzFkKBEHA4sWLE3b/BfS9x5Tk/UyrKrWRM21+WCamT5tbluvUmLMMozxac1ZTFDVS3Z74P9hm9ASAo4N+tWrw1KpcKHakbzyxCTCDxxdW8+EUj8MictY2EJMfx2CptCLfEdcu45zawrjHmdV0QZkbZRORzV0doxj2hfCztzrgnTCVlywswfwSd7JdqKyaU4CrTonksYVEGS/v6zN83Ig/jNs3HcabbcMAAIfA4UMLivGZlVX4t5VV6o+ZkCjj/209jn8cju+vdrIxqydhHtKULaQne7JNUzJnKeA4DkVFRUmbiWrNmbK0FZLkjJb1fBpz59JEzjJZLtWasDyH1pxlZiTHJpY1c+w85miqCDs88VEuM3oCkdwkhdlFLpRMJKHH5otZpUmTs1bkihQr94wGddWx6RBbScqqk/5ZmuR/G8/hPINcNrOaclzEGAGR9+wf9vbhvYkJBGW5dvzHOTWWju0zq6rU9/tfm/rjGg8HwhLu/lsrDpyIaM5zwLc+XIs7PjQf/76mGtevqcbPr1mCSzSVo4+82ZE0CncyMKsnYR7SlC2kJ3uyTVMyZykIh8N477334gay6h6jiWY5eG3yfvrmTJuzpIucZZBzpo3GaXt9sVrWzHPadJEzoz5YZvQEgD5NwnpZrh3leRFzNuQLZxSVPNgTNWfa5dJEBQxmia0s7fQEVNOaCdo8tgKXAJdBB2KzmgLA5Ys1VZsH+tXo5OWLS5HrsPaLschtxyUT46G8QQl/b9IvSz7/fo+qd3GODf971QKsjak0rS5w4msXzlVN43hQxMY/H8loSTxTrOhJmIM0ZQvpyZ5s05TMmQlSldbqI2eM8sO0S5CaP8iscs7yndEWd5mYM1mW1YKAfJegJooDQMewseExU6rcPxaNnpTnOnQDtzNpRqs1Z9olw8zNWSRSpv3NdZhBLtt7x6OJ+yN+MeH1N1v+PavQidNnRao9RzTL0ZfE9D0zyyeWlav//sO+PjX/ctAbwgu7ewFExo/99+X1OKUqz3AfHMfh5nNqVLPc6QngvlePmmoQHAhL2HbUgyff7cI3Nh3G5587gB+9dhy7O0czilxnSzn9TII0ZQvpyZ5s0pTMGQO0yznatheZRLn8muiQ26E1ZxnknGmXNZ2CWmiQybKmLySpFaD5DgGlOXbkTET6jmcwg1FrwMry7CjPi5qz3rH0lr1ESVarHsty7WpXfwDoStCXzQyBsKRGCZWcLgA41JdZ24++sSD2dEf3EZZkHOrNfLn08iVlutvLZuWhqsD6gHYAmFfsxuo5kZYfPaNB/L15AJIs4wf/PKa+h69YUpZy1FSe04b7P9ag6re3ewwv7ulN+pwj/V588bcHcc/mVjy3qwe7u8bQ6Qlgc9MAvvGnI/j33+zHP7Mgh40gCMIqZM4YMKxpYprniEakMoucRY1UroNRzpkmGue2C2qTU18GBQFjmuhLnssGjuPU7vW9o8G0m8b2aQxYaa4dFVpzlmZO0tFBn2oYllTmYlaBtngh/cjZ0UGfujzYoDEhmUbO9hq0EtE2o02Xs2sLdculF9QXZbQ/7QD2p97rxvPv92BnR+Q4i922hLM8YynPc+DOS+aro6ae3XUCw774KKksy/hb0wC++odDSY16/3gI//OPY/jVe10Zt3UhCII4mZA5S4EgCFi2bFnSCg6PL2rOchxsljW1kbNcneHLIOdM20rDwavtNMYDYtqN97Q9zvInKkCVpU0ZQGdMUYAZPYFo5KzIbYND4JlEzrRLmksqczGrMLrPTJY1tflmy6rz1AKOTCNnRn3eGtvjzZlZTRUGx0O6JUNnBpMMgMioqXNriwBEcgKfnmjNwQH4xsXzUeS2J35yDKdU5eHSRaUAIj8mfvFOl+5+WZbx0BvtePC142pOZ0OZGxsvmY+nPnMK/nDjcnzz4vlYVROd2PDszh78z5ajpos+rOpJpIY0ZQvpyZ5s05TMmQkcDkfS+5Vf9zl2Hm5tflgmyfshbeRMu092kTMlj8sbkgznY5pB20ZDyWOr0SXaxxupVHqKUrRHmrLMVZkf/QOfrjlr0iwJLqnMRaHLpjbjje19ZoV3NQ1dF1Xkqkt4vWMhw8iPWfZrqhznTBRaNPWMG+4zlaZanmrshjad653jI2kfo8J1q6PRMeU3yZWnlKU1X/T61dXqdfl786CuYe7vdvfiLwejhQcfW1qGH35iIc6vL0ZFvgMuO48LG4rxvSvqcdNZs9UcwNdahnHP5lbTg+6t6EmYgzRlC+nJnmzSlMxZCkRRRGNjY9JEweGJyFmh28Zs1JK2oWmek02fM19ME1rtH85dnektl43pzFnERBa6o5G+2LmVZvQc9IZU86BEzLSRM+1sTCsoo5/sPIf6Mjc4jlOXNnvSXIId9oXQ2BFtR7G4MgcLNUub2midFUb8YRybyGOrL8tRG8jKAN49pjdTZjTV7vf1lmEA0eKFd497dBHQdJhf4sYyzVgpp43HZ9fMSmtfpbl2rNc0uX3w9eMY9YfR2D6CX2oiaV+7cC6+ct4c3QQNBY7jcPWyCtx9WZ0aydzZMYrHt3emfP3BsQB+/JdduH9LG/7jdwfx8Sd24wu/PYBH3mzHtqPDTKY/fNCw8h4lUkN6sifbNCVzliFhUVajR4Uum37UUkZGKmIUXDYeTls0cpaJ4dMWLuQ4eHV2IxBpSpoO2j/qeYo5cyU2Z2boj2mjAUT6sinRlHQiZ6Ikq1G82UVO9TopOWKSHN+rzAxvtA6rkaKLGorBc5xu9uX2Y+lFpd6aaNoKRJZKtcPO39DcZ5XXWobU6uK60kjD2UBYjmuDkQ7aHyb5TkHX6Ngqly8uxZqJCQlD3jB+/Ppx3PfqUXXCwHWrqvDhieXPZJw5vxDfu6JeHav20t6+hOcaFmX8YW8v1v++Ga902/Baiwdtg34EwhI6hgPYtL8f92xuww3PHsDrLUNZM4OPIIiZB5mzDPFozEeR2w6HpmFsJo1NlV/nbgcPhyZ5m4XhAyKRs/oytxrt2mOQ32QGo2XNAq05SyMio21Aq5gzjuPUooDesaDlP4wD4yHVlGgLARZXRKNcTWkMVd/TFdXt/PpIr64VNflqJez2ox7TS2laXmmOVhle2FCMxZU5aq+3He0jac+ifPVQdL/apcg/HehP6zgVmnrGdflw/eMhw5w5s3Ach/+8YI5a+ftmm0f9cXHmvEJ8xmSRARDJifvyudEGuw++fhzbjg7HHf/NLzThZ293Ylyz/M9zQHWBA5r2hRj2hfH9V4/iv//ephsgTxAEwQoyZxni8Ue/nCPJ62ya0CrtLdw2QWf4MllS0VaAuh08eI7DvInk/bGAmFY+mzYyphi9fE2D2xG/9ePVLltqlzMVcxYSZZ0pNkP3aDSnTNszbXFFrvrvph7rkTPF0LlsvBqJctp4NSHd4w9bNn0dw34cmFgOnV/iQkOZGzzH4UMNkV5kkgxsPTJk+Vjbh/xqK5G6UjfOml+kHmf3SBCN7elF+URJxsNvtsdt//m2zoyqJMtyHfjksgrdtsUVOfjGxfMszxf9yJIyXHVqpCebJAP/s+UY2idavbx6aBBff/mwrmny6cUiHrq6AX/8/HL88tpT8LsbluE7l9XpIpjbjnrwpd8dxIET6ZtQgiAII2ypH/LBRhAErF69OmEFx7BPGzmLXdbMJHI2Yc7sPAqc2mXC9M1ZbOQM0Ee5RgMiSm3W/Lo2clAyEeXSHu9ojIlKpSdgHDkDoEaOgEiyvZUqwBOawoRqTeRsbrELbjsPX0hCU+84ZFk2Pb5jYDykGsmFFTkQNOGVM+cX4u2jkUT2He2jCRuwGqGNbn14Ual6PBcvLMFv3+8BEFmevHrCuJjRNHa/StPZq04tx46JJe2X9/XFdfA3w9+bB9SK1XnFTnAch6ODfhzq8+K1I0O4aEF6DW4BvdEHIlEzt8GUBDN86ezZ8PhCeK1lGP6whO+/0oYrlpTip291qsulC8tzcPM5s9FQ6oIgCKr2uQ4BZ84vxNp5BXizbRiPvNmBYV8YowER3/zTEXzz4vk4e6Ji1Yj+8SB2doxiT9cYDvV54Q+JKHTZUJJjR22pG5cuKsWswvR6zU0HzL5HCXOQnuzJNk0pcmaCYDBxjpO2jUahy6brH5XuEmRQlNQlOLedR75LUJdVMqn+U5rQOm2caiTyNHlB6SSF98Z08gf00weMIlzJ9ASA/hSRM8B6r7MTmshZVUF0PwLPYdHE0mb/eMiwujQR2oiYdnkUAFZqWjns7DAfkRIlWTVRPAd8qKFYvW9usQvzS1wTr+3VGeNUmgbCEv7ePKDu96KJ/a6eU4CqiUjijo5RdFhsHBwWZTy3q0e9veG8ubpk/qcau3XjzazQOuDDE9v1rTSe3XUirj2LWXiOw1cvmIu5E3342gb9eERjzD66tAw//PhCLKrITagnx3E4r64YP/+XJWrOZlCU8b1X2vCXA/1xj+8bC+LHrx/Hv/9mP3649ThePTSI40N+9I6FcLjfh3eOj+C5XT248bkD2PjnI9h+1DNjc9lSvUcJa5Ce7MkmTcmcpUAURezZsydhBUfSyFmaOWfaqkG3XQDPcWoF5JAv/ao6JWcnRxN5yHdmlryvNIstdNnUGaA2gVPbf2hz0oDUegL6uZqlOdHoWEV++r3OdJGzfH2E4vRZ6VWtNuvMWa7uvrJch7pkfKjPa9r4HuwZVwsi1swtQHGOPjp49kTVJgA1b8qMppubBtT3ztm1Rep+BZ7Dx06JTgzYtD/eYCTjlUMD6qDyVTX5OLU6DytrCnD67EiksHskiM3N1osNvEER977Spv7AUbQMhGX84J/H086Pc9kFbPzwfLVAQGHdsgp85dwa2ATOlJ4FLhv++yN1uHhiJqgkAz95ox1/2BuZauAPiXhsWydufO4A/npwQNe6xMZzKHTZEHMI2Nkxiu9sbsW3/tKCExmOE8s2zGhKmIf0ZE+2aUrmLEO05qzQbVMTwYH0lzV9OnMW2V/RxPKjxxdO65d1WJTVSIt2qVA7AD3WSKVClGTVSGiXHLX7Ta9aM2r4tPl2Fbp2GtbMmbbJrDbnDICupcj7FsyZtm/aohhzBkSjZ5IM7O40l5ekzfs6r64o7v6za6PLjv8wmXcWEiU8/340unXtikrd/ZctKoVzotLy780DposNBr0hPKFpbXHtymiS/ufOiLbR+PWObku5kkqjWaX3Xn2ZG/97ZQOqJyKeB3vG8UKK0U7J2NE+opuHywFYMTvP9HK2gl3g8fWL5uFTy6N5cT97uxOPbevAl19oxgt7etW80xwHj385vRI/uGoBXrxxGX772dPwpy+ejl995hR8fu0sNXoJREzaTb9rwgt7elOaUEmW0THsx1ttw9jcNICtR4bw3nEPujyBGRuBI4gPApRzliFa81HosiEkapaa0lzO0fYjU6JRkfwqP0KSjPGgiDyntUvXOxZUf71r5yhmEjnT9iPTGicgElnoHgliLCBClGRdPlYyRClqImMNn9ZUHR00v7QV+QMW+UNfmqOvqAUiA9BzHDy8QQm7u0ZN5Z2JmjmXFXl2lObG57+tqMnHS3v7AEQicucamK1YdmjM2cqagrj760vdmFfswrEhPw6cGEfbgA9zCpPn3r16aFA10WvnFehmigJAvsuGDy8sxZ8O9MMXkvDLd7tw24Xzku5TlmU8/Ea72ufuooZinKppIbKoIhfn1BbirTYPhrxhPLa9CxvOm5P85CfY3DyIf04Yzxw7j29dUosCtx1fv2gevv7Hw5ABPP1eN1bPKVCLMMzy210n8Mt3u/XnAuD7W47iwU8sUqdbmIXjOHx+7Sw4BR6/2XkCAPDCnj71fofA4eOnluPTp1fq8juByDJrZb4Dnz69EuuWV2DbUQ9+9nYH+sZCCIQlPLatE43HR/CNi+fp8itFSUZj+wheOTSInR0juubSWqoLHDh7fhHOqS3Cksocy+aTIIipgyJnJkiWIKhtFVEQ2+cszWVNbWNXZQmySNPYdTiNpU1t5Khak3OlTbgesxg50y4tlsWaswnTJxvsN5meQ76o4SvL1e+zLNeOignDtu/EmOmmse3DfoxNLOkujMkNAyJLe6dOJOyP+EWcMJHPdmzIr47YMoqaAZH+ZMrymZm8s2FfSE2sry91oyQn3nRxHIePLo0uQ768P2IEEmkqSnJM1My4BcV1q6vUpei/Nw/qlmyNeKN1WC14KHTZ8KWza+Iec+PaWWpE7s8H+nW92xKxt2sMP9VUfv7n+XPVRPlTqvLUKFVIkvHfm1sttRT5zQ69MbtuVRXOnh+JRHqDEr79lyNqPpuVpGCO43DVqWW6yRhARJeH1y3G58+cHWfMYuE5DufUFuH/Pr0EV51SpjYI3tU5ii//vhn7usfgDYp4aU8vPvfsftz9t1a82Tqc0JgBkSXlF/b04rY/HsJXXmzG223DUxpNy5ZE65kC6cmebNKUzFkKbDYb1qxZA5vN+MtVWz2Z74ydEJDeF+EJg7YPmZozreGo0uRc6SorLRYEaM1ZRUyUS9dOQ7PfVHpqc8PKYqJRHMep0aSQKGOfyRYGB05EjcbSSmMjtUATTTLTjFaXb5Zgny67gKVVkfu6R4Ip53e+0jyoJqevmhMfNVO4eEGJZrzRAHrHxYSabj0ypBY5rKzJT3isRW47rtP0Dnv0rY6ES2oeXxiPvNmh3v7yuTW6qRAKswtdOtP2o9eOJ82lauoZx3/9rUWNOH90aRku0BREAJHRTvUT0bITo0H8119bdJFmI0RJxuPbO9WZnwDwuTOqcd3qatz+oXnq/nrHQvj6Hw/juCeU9D0ay86OEdz8+2Z0xIxA8/jD+NV7XZZ+pOU4BNx87hzcf2UDinMirz/gDeH2lw/jM0/vw/9t60SvpmCm0GXD2fMLcf3qKmw4bw5uOms2/nVFJU6flafLaWvp9+G//96GL7/QjPeOe2JfVocoyWgf9uP9zlH888ggth4ZwrajHrQOeNNO1Uj1uSesQXqyJ9s0zY6jyGJkWYbH40FhYaHhsoBiaOwCB6eNY9JKo8sT3/aBZeSsKkHkzGqbDm0/srhlzQTtNFLpqTVc9WXxS1Yra/Lxt4kO7zvaR7A6iYlR0JmzKmNzon2tln4fzqsrNnycwg7NRIXYSs3Y41Ua1f7j8BD+LUHzVFGSsWkiCsYBuGxx4vYTuU4Bn1xWgd/sOAFRAp56rwtfWl0cp+l4UNQZkkRRM4UrTynHXw8O4PiwH029Xry4pxefPl2fnxYIS/jeK21qFe45tYWGuXEKly8uxY6OUbzZOoyxgIhv/aUF9360XvcDAQB2d43iu5vb1HzLNXML8KWzZ8ftz2Hjcc9H6nDrS4fQPx6peLzzT0dw16V1hkvLJ0YC+H9bj2OvpiHuF8+chXXLI+fltgv47hX1+Nafj6Bt0I8hXxh3vHwYt59bgTMaKpMuBY4HRfzinS78WVOlme8U8OGFJfjj/j6IEvBWmwff+ksL7rq0NmX0TMvyWfl45JOLsPEvLTg66IcMqJFaAFgzpwBXLC3DmjkFsAnGxzjiD2P7UQ827e/D4YmIbOuAD3f9tRVr5xbgprNr1KjksSEf3mrz4L3jI2gd8CKQYC6wwAMNZTlYWZOPs+YXYcHEGLRUpPrcE9YgPdmTbZpS5CwFoiiiqakpYQXH6IShKXDawHGcLnKW7oQArZFSvjyLNTkn6bTT0O0zQc6Z1chZjyYaVx5rzjRmUttOI5WeezUd95fNiu8Nph05dajPXNNYZYC4ned0ETItDRYiZ+NBUR12XuiyYVG5seEDIt39lQjGpv19CaMoWw4PqhGRNXMLMLswee7TumUV6pisrS3D+OfOZp2msizjx68dVyOmy2bl4TQDPbXYBA63nD9HXVL75btd+MuBfnUprGc0iK//8ZBqdApdNnz53DlJv8g4jsN/nj9HHdze6QngKy80Y9P+PvSNBXGk34v/2XIU39x0RF16Xj4rD9/+cC3sBjMzgchy9/euqFeXYZt6vbjp+YN4aU+vWjDT5QngmZ0n8KXfNanHy3ORKJ9izBRKcux44KoFqskeC4r4zj+68Ohb7bqRZwpBUcJfD/bjS787qDNmK2vy8bNPL8H6s2twz+X16kzPvd1j+MoLTboB7smQZBnbjg7jO5vbDHMr850CLllYgjPnJTZmQCTN4tLFpfjJJxfhnsvrsEAz8/Wd4yNY/9sDuOPlw/jCcwdw0/NNeOq9bhzsGU9ozIDIUPvmXi+e3dmDW15sxs2/b8If9/XF9TOMe16Kzz1hDdKTPdmmKUXOMkCWZXXJTolAaSNn6S5rdk0YKQ5Qq7gKM13WnFja4jm9kdKbM2tvSm1H9ZoifSSkXBPFMNs7LCzKqpEqzbHrTKR6vC4byvPs6BsLoW3QlzJ5v3skoOq5qCInrhhAPd48OwpcAkb8Ig73Jd/vtqMedentvLqipH8gq/KdOK+uCK+1DGPYF8aWw4P4yJIy3WMCYQlPvReNcGmr/xKR4xBw7cpK/OztyCDvlztsuDQsQYnI/+lAP15vHQYQaaB62wVzU+4TiIw6+pfTK/Hb93vU9hD/PDKE2YVOvNE6rGnHwuN7V9Qb5sXFku+04XtXNOCbfzqsFok88maHbmlUYfWcfHzrw7W6qmcj5pe48cCVDbj7b63oHw9hLCji/7Z14v+2dcLGc7pqTCCSHnD7RfN0RQuxx3jfxxrw35vbsKtzFDI4vLx/AK8eHsLZ84swv8SFQFjCiYlJCtqWNi4bjxvXzsLHTilTJxesnlOAB65agLv/2oIhXxi9YyHc/bdWrJlbgGtXVGFxZU7clINRfxhvH/XgxT296tB79XyLXegbD2I8KGE0IOK+LUfxzyOFWH/W7JTNazmOw9p5hThjbgH+eXgQj77didGAiLBsPLatusCB+rIcVOc7UJRjB4dIBXnHsB8t/T4c1/TCaxv049G3OvCLdzpx6aJSXH1ahe54AmEJB3vGcXTAiz1dAl7Zcgz+sAwbH+m1mOMQMKfIibnFLtSWuuMiqgTxQYXMWQYEwpJqwJQlCxbLmkqUqywvWlmo7XeVjjlT8sPKch26ykmnjYNd4BASZcvVmsr4m2K3TWfyAGBOUTTyY7axacuAV126OW1W4tYGtSVu9I2F4A1K6B0LxbXG0KJtTZFsCZTjOCwsz0Fj+yg8/jDaBn2oKzWOsr2maWFxYUPy5U8AWLe8Eq+1DAMAXtjTi8sWl+r+ML/SPBCtppxbgGWavmvJuGJpGV7e14+ukQC6fTz+629t+LfV1TjS78OT70ZbXNx24VxdhW4qPntGNYKipFaa7u0e0y0LVhc4cNeldZYqJSvzHXjok4vw8JsdhqOnClwCrjm9Ep84rcJ0ZW99WQ4eWbcY/7etA/84HN1nbJuMyxeX4otnzUaOI3myr9su4L8/UoffvX8Cz+w4gbDMwRuUdJMVYllVk48N580x1HdheQ5+8slF+N9/HlOXtt87PoL3jo+gyG3DqdV5yHcI8IclHB/2o7Xfh9ifc7UlLtxwxiycMbcAg94wHnmzXS3E2H7Mg3ePe3BBfTEuX1yKU6vzDLUTJRkHe8ax7agHr7UMJfwRVuSy4brVVbhiaVnS8VgD4yG8c8yDvzcPqO1kAmEZm/b340/7+7FsVh5mFzrRNRLA/hPjmh+pNqAveWFMdYEDq2oKsGZuAVbU5Ou+TwnigwSZsxRwHAe32zivQj/0W4mcZTYhYCwQVnO/tGOGSnKil8pqjy9RktWKyaKYxG2O41DgtGHAG7JUrTnqD6smsaYofglOG0lrH44uqSbTs0PzuAUG+WYKtSVuvHs88iV/dNBn3pzNTZ6fdsbcQnV495utHkNz5vGFsbMzss/yPHvCHDYtC8tzsGxWHvZ0jaFjOIA3W4fVIemiJKsmCACuX1Odcn8KDoHHXZfW4qt/OAR/WML+Hi82/rlF95h1yypwTpKxQkbwHIebzq7Bkspc/OKdLnVplOeAc2uLsOH8OXFm3Ax5Thu+efF8XH1aOd5oHUbHcAB2gcPSylxcurhUXaa0QqHbhjs+NB+fWl6JfxweRHOvF2OBMEpz7Ti1Og8XNhRbisbYBR7XnF6J6nAvdnmL8FqrJy49wS5EIlGfXl6RsFJXoTzPgf/5WAO2tgzhie1dqgkf9oXx5kRk04gllbn41xWVOGNugfpZKc21478uq8ObrcN45M12DPnCkGTgn0eG8M8jQyh02VBf5sbsQicEjkMgLKHDE0DrgM9webbAKSDHKahR9WF/GA+/2YE/7OvDR5aU4cL6YsM8vtJcO65YWoYrlpahbcCL59/vxZutwwhJMmQAu7vGsLsrPiJnhu6RIP50oB9/OtCPXIeAs+cX4oL6Ypw+O18XoR4PiujyBODxhTHsD2M8KILnIg1+nTYe5bkOVBU4UJprtzyHdTqQ7HuUSI9s05TMWQoEQcDy5csN79NGmpQEeG2eTCiNnLPuBDMgS3LscAgcgqJsacQQEMklU2yiUVVdvkvAgDdkKXLWromGGfWGynPaUOy2YcgX1kXOkunZpcu1S5xzNb80el/bgC/hPEhJltWIT5HbljLSc05tEX76VmSp7c22YVy/uirug/pm2zCUgOgF9cWmv/g/vbxCjZ48vr0TK2vykee04dc7utVmq6fPytPlvpmhttSN+z7WgO+/2qYr0ACAjy0tw+fPnJXgmak5v74Y59UVoX04AH9YQnWBIy1TFsuiityUpsYqdaVu1JXGFxCkgyAIuGjt6bgIwFfOk3Ck34fesSCcNh5luXbMKXLCZWG+J8dxuKihBOfUFuGfhyOVj+93juoS/LmJczh9dj7OrSvC4orEfcnOrSvCitn5eHl/H17a26v+mPP4w9jZMYqdHYkbKQs8sKqmAJcsLMFZ8wthF3js7hzFr97rxoGeSEpBx3AAj23rxGPbOjG/xIVFFbmYXehEnkOAwHMYC4oYHA+hZcCLw33Gxk+Ly8bjlOpcnD2/ECtm5yPfZYMkRSKcQ74Q2of9OD7kx/4T49h/Ykz9fI0HRbxyaBCvHBqE286jptAJp41H/3jIVLsbIGKk60vdWFKZi6VVuTitOs/STN5sJdn3KJEe2aYpmbMUSJKE/v5+lJWVgef1IXZdGw1lWVNbEJBG5EyblF+sMVI8x6GqwInjQ350jwQsNXb1xDTKjUX5gxsUZQTCUsp8HwA4rolyzSkyjkzUFLkw5BvDkC+M0UAY+U5bUj27PFpzljgaVlsSNVltg76Ej+sdDap9oBZVxOf4xFKaG4mEHTgxjuNDfhzsGcfSmIHlWy0uaSqsnlOAlTX52Nkxit6xEL78QjNKcuw4OPEHkQPwmQSVnKlYVO7G9y4sw54hHof7fSjPdeCs2kLLRs8IjuMsN2ad7mjfow4bj6VVuViKzM2kQ+Bx2eJSXLa4FGFRRu9YEP6wCKeNR5HLjlynecOX6xRw7coqXH1aObYfG8EbrUPY3TmmFlVoKc6xYVl1HlbPKcDaeYVxVaPLZ+fj/83Kw472Ufz2/R7dEvbRQb+lhs95Dh7VhS4MjocwMNGDzh+WsKN9FDvaR1GZ58Ap1blYWJ6D6gInSnPtaCjNQUNpDs6cV4gTI0Hs7BjB/hPj6BoJqD0PfSFJrTi1QkiU0dTrRVOvV41Q10+Y4BU1+Ti1Kg8uOw9xwigOjIcw6A3BH4qkrIQkGQ4hkhuXYxdQmmtHZb7D1HfkZJLse5RIj2zTlMxZCiRJQmtrK0pKSuIu2KiuAW3ki5XnONh5DiFJTivnTLuE4or5Apg1Yc5CE130K5Is52mJHc4eS37M8HOnLfV+2zUJy3MMljUj253qF33HcABLKm1J9dQWQsTOv9RSU+hSNW5L8odDa9y0hi4ZH1lcqrbeeHFvn86c9Y0FsW/ifGqKnGp/LDNwHIf/OKcGt750CONBET2jQV216xfOmm061ywWSZLQ3X4UH1m9GldmSY+e6Uyy9ygrbAKXMpHfDC67gAsbinFhQzFkWY4UH4wGISPSXNlstJPjOKyeW4DVcwvQPuzHlkOD2NkxisN93rg8OC0lOTYsLI9EpVbMzkddqRsCz0GWZezsGMUf9vZhR8eIarJ6xoLoORzU5QhmQo6dx+xCJ+YUu1CR51C/y/rGQugeDaB9KKCLyANAy4APLQM+vLCnFxygFpBY+SkdiaC6sKDcjYayHCwoz0FVvuOkLYmdjPfoB41s05S+yTNAuwyo/QK02ziEgjJCSUrSE6Hteq+MblLQRpO6RwLmzZk2cma4rKkd4SSizESQYFDTmT3RcWgjLq0DPixJ0ABVQYmcaQshjLAJkWhOy4APHcN+BMOS4eNbB6LGzWzy+gUNxfjFO10Y8oXxdtswekaDak7b3zVNYi+sL7b8RTynyIUfX70QD/zjmNoGpDjHhvVnzcZFDYn7mhGEGTiOQ0mO3VQFbTLmFEWKEG44I5rb1eWJLG2HJRm5DgHFbhtmFznjpnhoj2XVnAKsmlOAYV8Ib7QM4i+7O9DpEyzl4pbk2FBfmoO5xU6EJeD4kA97u8eg/Ib1TkTUtFE1gQecAg+7wIPnADsPJBomIiMybcIq/eMh9I+HsEszizffyaOhLAdziiJGschtQ0iSMewLwxcSEQxHfrDLiKS/2HkOOQ4exW47inNsKM11YHahM63cS2LmQeYsA7QFAdoB4g6BhxdSWpEzn86c6T+k2tYSXSMBLJ9tLtKiXX41ipwVxETOzKA1fLFFBgoLNf2/DvaM68YOxTLqD6t6GrXQiGV+ScScSTJwfNhvuISXTuTMIfD42CnleLqxG5IMvLyvD188azb2nxjDMzuj7S6sLGlqqZkwaC0DPgTCEhaV5yZtxUEQU0muQ8CC8hxdjzSrFLnt+MjiUpSPtWH5itNwdDiE9iE/ukYCGA2ICIYjhiXHziPfaUN1oQOzCpyYVeg0zA8bD4jYdmwYrx0Zxvtdo3Eti0QJ8EpSYkdmkRw7D5edh43nIMuRZVpfSERsSvFoQMKuzjHs6kyvGEKhOMeGmkIXaoqcmF/ixvxiF+aVuJLmypmZB0xML8icpYDjuJTTAQB95Eyp2EzHnPmTLGtqCwS6PMlHAWnRtt4w6lKujZyNmpwSoCyVCjyQl+CXXkO5W23TsX+i838iPbsSNMlNRG2pG5hYGmkb8Bmbs4GIOXNYXEL66NJSPLfrBEKijD8f6EdZrh3P7+5RE5XXLaswrFA1C8dxTPLBtPvLlq7WMwHSkz2Kpg6bgCWVjpRR9GTkOgVcsrAUlyyM5O61DfpwqM+LtgEfesaCGPSGEArLCEkSRElGjkNAnkNAntOGinwHqvMdqCpworrAgcp8B4Z9kUKKXZ2jeL9zNK5q3RuS4GVk9Mww5A1jyKtvXwNEK1FtfETPcNgJHNyPgCgjJMrqhBqnjYfbzqPIbUdprh2lOXaU5Noxq8CB2YUuVBU4qEWJAdn2uSdzlgJBELBkyRLD+7SdtLVLkErFZjCdZU2T5qzXQjuN1AUB1iNniuErdNkSvpkdAo8F5Tk4cGIc3SNBDHlDKM6xG+rZZTAVIRnaSJhRwnKXJ6BWQSp5MGYpcttx2aJS/OlAP/xhCf+3rVO9b9msPNy4Nv0KyMkg2XuUsA7pyZ7J0tQmcBlH9tx2AR9d6sRHl5ZBlGS0DPiwt2sUx4cD6Bz2o3MkgBF/GIl+azsEDgUuG/KdAlx2Hhw4BEUJo34RA95QXEPkdAlLMsJxBR/RgwqEZQTCoroCoW1hpIVDpEK/yGVDgcuGPKeAXIeAHIcAl42HjEiLH56L9MC0CxxsPIdchzBxnjbkuwSU5thR6LbNmFYl2fa5J3OWAkmS0NXVhVmzZsUlCYY0n1abrrHrhDlLJ3Km+YXmjsk50+YiWPklN6LLOYuPclmdEiDLsmr4jMyellMqc9UE+6becaydW2Cop3aeqClzpskhe/e4B58/c5buS+KN1mjCsdU+XwDwhTNno9MT0OWUVOU7sPGS+ZaM3skg2XuUsA7pyZ7poqnAR5pRL4wxe7IcqWQfC4qQ5UjhF89FJnUkq9xUhsg393pxqM+L5t5IFapSRT4VyIikukTSXcyvwBhh4zkUu20ozrGjyG1T8+eUfxe6bXAInFoQIsmRLgNOGw+XLbJc7LLxcNuFKf9ezbb3KJmzFEiShI6ODlRVVRmYs+gvIm2YOLqsKVvOBfCHouYotiBAa9b8FsxZympN3fDz1JEzb1BSfw2m6hlUp2km2+UJJNQz0ezPRJTk2HFadR72do+hfTiAd46N4Kz5kX5nsiyrHfkBJB3MnQiXncd3P1KPVw4N4L3jI6gtdePq08qRx6DPF2uSvUcJ65Ce7JnumnIcB5ddsNTfDoiYvfklbswvceOyxaXqdm9QxMB4CKOBMPxhCf5Q5DtVGWtl4yMRK5c9Es1SjEwgJKFrxI/WAS8aD3XAZ8vHsaFAyl5zk0VYktE3HkLfuPV5z7Hk2HnkuyLRuSKXDUXuiOErybGjNNeGkhxHZIk2xwanxetghmx7j2bfX5pphLbKRxs50zWineiTYxbtsmbsLzK7EPm1Jsl6E5cKxXAJPAwrgQosRs6G/dEPolH1p5bKvKjRStY4UptDV11grgr1U8sr1LyMF/f0quZs+7ERtE7kmy0oz7E0ukiLTeDwkSVlcbMwCYIgMiFnYhnRMi6gPN+BUypzUO09itWr6yEIAjwTE1s8von/+8ORZVApko8mSjJsQqTNk7JMGRJljE5MpBn2hTDsC2PIF8bgeAi+NBqoZ4qS29czat7ocRzAA+B5DjzHQeABgeMi//Ecch088pWlWKeAfJcQ+b/TjuIcAYWuiAEsdNkgSyKCYuTHfTZA5iwDwprImV1jwLRmLBSWYeUzmKyVBsdxcNsFjAdFSx8eZQmyIEF+mDZyNmoicqaNxBWlWNbUjlbqSWLOlPyw0hy76V+na+YWoKbIiY7hAPZ2j6Fj2I/ZhU786r3oXMl/XVFpal8EQRDTEY7jJqJM7CYfjAbCGPSGMOwNT5i2SGNef1hCIBz5vyxH8tfAAWFRQiAswxeS4A+L8Ick+NT/RPhCkqU+cmaRZUAEIIoyYPAKA17A2tKtEz9fHMDc0qmfIkHmLAU8z6O8vNwwzKnNOdOZM03EKyBKyIV5d6aNnLlt8c9z23mMB0VLy5pKNKwgwZKc1ZwzbfVnqshZSY5NHTvVMxo01HM8IKoG0kpVJc9xuHxxKR7fHjFjfz7QjzVzC9QCgUUVOTh7vvFop5lEsvcoYR3Skz2kKVsmW89IpMmGeel1DIpDlGQMekMY8oUx4g9j1B/GSEDEiD/SAy4kygiKMkJixPz5QhKCEyYwKMoIhicmNogSQhMRwbBorXGwWXJdU2/MADJnKeF5HvX19Yb36Zc143POAOtFAbpqTXv8B0/Z5jNpzpQ3O4CE42GcNh5OG4dAWDZVrZmq+lMLx3GoyHegYziAntEgOI6L01NbqWl2SVPhkoUl+NW73QhNDBDXDhH/1PKKrCmLnkySvUcJ65Ce7CFN2TLd9BR4DuV5DpTnWft+T4U/JGLIF8aQN4RBb2Q5V43uhST4QyJGgyLGAyKCooRgOGLwgmKkIXBoog2JYvokSUYBmbPpgSRJaGtrQ21tbdyvlMTLmtrh59a8vWK6OMAwV81tU8yZaKrYQJsomqgfGRD5pRQImxt+rlvWTBE5A4DKvIg584clDHtDGDzRrtOzsX1Efew8k81io69vx7rlFXhuV49ue0WeHWfPL7K0r+lKsvcoYR3Skz2kKVtIzwguu4Bqu6BrM5UuyvimbOkJ/sG9qiaRJAl9fX2QpPhIlbKsyXPQlQFrlzWtRs4CE+bMZecNjZeSjyXJiOuMbYS2oWJeksHKSq+zUb+YMiHSyrImoM876x7x6/SUZRlbDg+q95+bRtuLa1dW6UZF5TkEfPWCeVNemn2ySPYeJaxDerKHNGUL6ckeZfB5tmhKkbMMUJY17TFWW7+saS1y5g9HzFRsA1oF7VKnL2Q8U1KL2chZRZ4DbYORoerHhvyYnySC1aNpgFuamzoErK2W7B4JQtsb/Ei/Dx0TzRJPq87TGTmzOG08HvzEQuzqHIU/JGHVnHymybEEQRAEcTKhyFkGKJErOx/b8kITObNYkqzknBnlmwHRZU0A8IVTJ+9rI2eJcs4A4HTNnM4dHaMJHwcAnRNmyi5wqDCRQzBPE9U60DOuu29nR3RJM915lUCkNP2c2iJcvLCEjBlBEAQxrSFzlgKe51FTU5OgWjNizmIHVztt0dsBqwUByrKmiciZmYpN3bJmksjZyjlRc7ZTkwMWiyjJasPYWQVOU6M7TqvOg7LCuLtrXKfn7q7o/LgVJge5E3qSvUcJ65Ce7CFN2UJ6sifbNM2Oo8hikl2w8MTadOyypna4uJUB5aIkq8ugiXp9uTXbzVRsjgW1kbPEq9hzi1wom1ii3Ns9BjHBPLi+saC6nDvbZNuLHIeAxRODjjs8ATiLKsDzPIKipA5EL8+zW67UJCJk25fKdIf0ZA9pyhbSkz3Zpml2HEUWI4oiDh48CFGMX0JUI2cxieenVOWp/96jiQylItnQcwW3Lucs9bKm2ZwzjuOwqCIyTy4oyugbN24Y26Exm2bNGaCPiv1+W3NE155xdXj88ln5H4i2F5NBsvcoYR3Skz2kKVtIT/Zkm6ZkzlIgyzI8Ho9hBWNYLQjQyzi/xIWCia77e7rHIJkcB5Fs6LlCRsuaSXLOAKAqXzNqacTYnGkjgbOLXIaPMUI733LL8RD8IRHbj3rUbbSkmT7J3qOEdUhP9pCmbCE92ZNtmpI5ywC1ICBmWZPnOJxWHYmejQVEtE3MeUxFIMlcTQXtsqbfRLGBNnJmNFdTi3ZZUTuIXEv7sF/9d42FyNn8EjfOqY106x8Lc/hr0yC2TZgzgQfOmFdgel8EQRAEMZOZ9q00GhoaUq4RV1RUYM+ePbpty5YtQ29vb8r9X3zxxdiwYYN6u6OjA6tXrwYADHkjA1pfFzi88GW9lP6QhDkfvxWz134EnZ4A6stycO+99+Khhx5K+FqiJGPEHwYn2PCRP76nu++yyy7D7t27EQxLquF6xyHEmbgFCxbgjTfeUG+PBcJ4/VsfhRgM4Jz/siVN4P/wx68BVt4AIBI5+9vf/oYbbrhB95gRf1jNR7v4v+xQdveXv/wFK1euVB/3H//xH3jppZcMzw8A/jmxzZaTj1sef1U3QmrNmjVob29PeJwKZ511VtxrVFVVpXweANx111348pe/rN5+5JFH8N3vftfUc0+cOKG7ffXVV2Pbtm0pnzdnzhy8957+ui5atAgejyfBM/Sv8eijj6q3d+7ciSuuuEK9HQqFYLcbV6k++eSTuPzyy9Xbt99+O55++umUr+l2u9HW1qbbdt555+Hw4cMpn7t8+XJs3rxZt62mpgbhcOomxxs2bMC3vvUt9fYzzzyD2267LeXzAKCxsRE1NTXq7euuuw6vvvpqyucZfUesWLECfX19CZ4R5ZJLLsGvf/1r9bb2OyIVP/zhD/GZz3xGvZ3qO0LBZrOho6NDt035jkhF7HcEANTW1sLnS/0j8vrrr8f//u//qreNviMScf/99+t0MfqOMKKwsBDNzc26bfQdEf+ZT/UdkQz6joh8RyT7Hs3ER8R+R5hh2puzQCCQukv++LjhNr/fb/BoPWNjY6irq9MZQL/fD1mWISo5XyIHv6x/Q4VECWIosn/vxPJjqtcUpcg+eUmMyzkbGxuD3+9HWJQgTkTMAjIPOax/XOy5jgVEiMEAxFAAAS6cVCs+HD22E6MBlAQCuuOVZRnBCWPIcxwCmiXT2HX60dFRw3PlRFFdDgYALmDHRTEtNKxcm1jMPA8AvF5v3G2zzzU6DjPPNXofmn3d0VF9exNRFNXnybIMWZYRDhtf30BAHwU1q68RmVwbn89nKp8jViefzzfpx6t9TZ7nUVdXZ/raGF1Xs8cba4jMHq8gxEfBM3kfmtU49rmBmO+IRMiyjOrqat33aKLviFiM/lh+0L8jjD7zyb4jUkHfEf6U36OZ+Aij56Zi2pszp9OZMnKWm5truM2MYPn5+aioqNBtc7lckGXAL0ciZzaBhysmn4sXJQj2SE6Wf8LE5ebmwuVKnKcVEmUEEYmc5cRUa+bl5cHlckXmgE3Mv7Tbhbh+aLHnOh4UITgiy4/uFP2/Sovz0QtARqRZ7Iocp+54Q6IMYcKEOm0CXI7oa8f+scjPzzc8V4dDxkggDGVZv6ggFx9eVBJ3Dsl0UsjLy4vbZuZ5AJCTkxN32+xzjY7DzHON3oc5OTkIhUIpn5ufr8/JEwTB9PE6nfrlZ7P6ut3xjYgzuTZut9vUr+JYndxud9rXxuzxal+T53lUVFSY/o4wuq5mjzdWY7PHa7PFf3Vn8j40utZmnut0Ok2fa+yg7kTfEbHEflaV46DvCD30HXHyviO029L9jkgFJ2dL9ptFRkZGUFhYCI/Hg4KCyctXEkUR+/btw6mnnqozIB5fGNc8tRcAcMbcAvz3R/RDaN855sHdf2sFAPz7mmp8ZmXqUPprR4Zw35ajAIAvnjUb65ZVxD1mX/cYvv5yJGS8blkFvnjW7KT7/MJvD6BjOIAcB48XP7c85TFc/5t96BsLocAl4PnPLtPd98t3uvDb9yMzLDdeMh/n11tvGiuKIhrf34uimnpUFrioYSwDEr1HifQgPdlDmrKF9GTPydDUim+hgoAUyLIMn88XV8ER0szfii0IAGJaXgTNleZ6Q6mT97U5ZmYKApRqzWRtNLQoFZsjflFXTAAAbYPRJZjFFdZ/CQAT4fiQH/WlbjJmjEj0HiXSg/RkD2nKFtKTPdmmKZmzNNEOHY/tcwZYbxYL6CsrcxKNb7LQ52w8KKpDyktzzTV41VZs9ozq8xC6Jio4nTYOZXlkrAiCIAhiMiBzliZhjTmL7XMGWG8WC5hre5Gj2a7tYWZE+1A0UVE73zIZsUPKFURJVnufVZsc20QQBEEQhHXInKVAEAQsXrw4bg1at6zJLHIWfVwic1boskHxggPjyZNEj6Vhzqrzo5GzE5peZ71jQbXKclaB+f5msSTSk0gf0pQtpCd7SFO2kJ7syTZNyZylgOM4FBUVxZXWhnSRsxQ5ZybNmddE5EzgOZTkRJYU+1Oas2iO2LySzCJnXWmObYolkZ5E+pCmbCE92UOasoX0ZE+2aUrmLAXhcBjvvfdeXHmvLufMwJy50ljW1JqznCQJ/GUT+WMefxhBMbHxOzaojZyZK5Wv0kbONDlnnRpzNisDc5ZITyJ9SFO2kJ7sIU3ZQnqyJ9s0JXNmgmRDzwHAbtBnjec4tZFsOgUBuY7El6YsN5qMP5gkenZ8YtRSrkNASY65lnZFbptaEZoocpaJOQOM9SQygzRlC+nJHtKULaQne7JJUzJnaRJO0UoDiC5tWi0I4LnEszUBvTlLtLQZEiX0j0Xum13oNB2q5ThOrdjsHQ2qkbm9J6LdnOdaGHhOEARBEIQ1pv2EgKki1bImECkKGPKFLUfOch1CUjNlxpwNesNQjrDcYtuL2hI3jg76EZJkvLyvD+fXFaOlP5K/1lDmRnEOtdEgCIIgpp5gWMKwN4xBXwhDvhA8vjBGAmGM+kWMBkR4gyK8IRG+kAR/SII/LCEYlhAUJYQkGaIoQ5QjHQlkOPDHlVJWGKNsOIasRhAELFu2LK6CQzsf0qiVBqCNnJktCIg8Llm+GaDvWTYwHjR8TL9me5nJHmcKnz69AluPDEEG8MzOE7rl1rPmF1raVyyJ9CTShzRlC+nJHtKULdNZT1GSMR4MY9gbxpAvhGGfCI8/hBG/iNFAGGNBEeMBEd6QBF9Qgj8sIhCWEBRlhEQJIVGGKMuQJIB9u1gO3hDgtPYnc1Igc2YChyP+SgV1OWfJlzXDUuRNlcjEKXg1kbNkmImcKUuagPXIWV1pDi5dXIrNTQPwBiU8u7NHvS9TcwYY60lkBmnKFtKTPaQpW062nrIsYzwoon8sEqEa9IXh8YbgCYQx4hcxFhAxFoisFPlCIvwhecJUSQhLMkQpEqHKVngukivuDYmwPpiQPZbNmSiK+N///V88/vjjaG9vx5w5c/CFL3wBt99+e1IX7/V68dRTT+Hll1/Gnj17MDg4iPnz5+NjH/sYNm7ciKKiokzOY9IQRRGNjY1YvXq1bthwSDSTc6bvdZbMnAXDkRArYMKcacxWz6hx5Kwvg8gZAPz76mq8dmRINyLq3Loi1JXGDyG2QiI9ifQhTdlCerKHNGWLFT3DYsRUefwhDHpDGPKGMewLq9GqsYCIsWBk+c83sewXmFj6U0yVJE9GlCozeA4QOA42gYON5+AQODhsPFw2AW47D7eDR65dQI5DQJ5TQL5TQL7ThkKXDYVuAUVuG4rcDuQ6eHAch3A4jMbGRlRmyfQby5+SDRs24NFHH8XnPvc5nH322Xjrrbdw5513or29HY888kjC57W2tuLmm2/Geeedh5tvvhkVFRXYsWMHfvSjH+Gll/5/e3ceJVV55w38e++tvaqrqqv3jaZpGkGhERoiCuIWDBI0UUxwfOcNGo2YSWQ6zmtydN45xvMOhphMdIiOJvEEMjOZYIzGGVyicYkGXLBVNqFZG+gFeq99v/d5/6iuooqutetW9+3u3+ccj3C3vs+vnqZ//ax/xCeffFLQDczlltitmb7lDIgkZ+Y04+gTtm5KM1MTAMqMGuhUPPxhCccHvEmviW85i29py1aJUY27llXjqV1dAIAVDVY8cE19zs8hhBCSH19QxIAniH53CAPeEAbdARzpFvCuuxPuYCTB8kZbrMKRrr+QyEbGUSkDh5GEio8kVGo+mkxF/tOrBRg0/EgypUKRVhhJpCIJVbFeBZtRDVOGMdlTRU7J2YEDB/DMM89g06ZN+Nd//VcAwN133w2z2Yyf//znuPfee7FgwYKk91ZWVmLv3r1obm6OHbv77ruxdOlS3HXXXXj22Wdx//3351GU8ZW4t2aKMWea+Jaz9DM24zc9N6jTt5wJPIc55Qbs73Gjzx3CoCeEkgsSsPjuzrHug3njJWVYOasYAg+YtPTbLiGEjJU/JKLPHUSfK4Q+dwCDnjCGvCHY/WE4/WF4AuJIcsUiXYHRsVUpsysVMGAfl3cXRpIqtcBBLfDQCBx06kgLlVEjwKhJbJmyGkaSKYMaNoMaRq1AW/7lKKefuDt27ABjDK2trQnHW1tbsXXrVjz33HMpk7PS0lKUlpaOOv61r30Nd911Fw4dOpTLq0y4rFrOVNnvEpDN1k3x5pYbsb8nsrzF4V4PVsyyJpyPTgjgAJTkMbvSoqekjBBCoiTG4PCFcNYZRK8riD53EEPeMIa9ITj8kZmC3kCkFSsQS7Im5l05DlCNdP1pBB5aFQftSCuVcaSVqkgrwKxVwTySVNn0ahQbVCgxamCipGrC5PSTt62tDRUVFWhoaEg43tDQgPLycrS1teX8Aj09PQCAsrKynO8dD4IgYMmSJaP31owbc6ZKNSFAk/0uAS7/+VWJs0nO5lUYY39u70uWnEVazqwGVcaJCOMpVTzJ2FFM5UXxlJ8SY8oYgz8kYsATwjlXCL2uAAa9kZ4Ihy/SmhUZixWZMRgUGcISAxvHRCs+udIKPLRqHno1D4NagFHDwaJTw6JXwaqLJlRqlJk0KNarYJgm3X9yUVodzSk56+npQU1NTdJzNTU16O7uzvkFNm/eDI7jcNttt6W9LhAIIBA4v0q90+kEENlyIbrdAs/z4HkekiRBilskNnpcFEWwuO+sVMcFQYgNEGSMwe/3Q6fTxQZeiqKIQFyypeY5MMZGrS4cPyHA7Q8hHA6D4zgIgjDqHbvs5/fBLDOqMpapqfT8ALYTA96E6xk4DHkjyVmpQY1wOJxQpnjRinjhu6c6rlKpRpU1VZmSHWeMIRAIwGg0yvo5TWSZ4t9xIsrEGIPP54NOp4v9YzzZy5Ts+HiVSZKk2Pe8IAhTokwT/TkBQDAYhFarTfiacpUJHAdPUEK33YezriD6XSEMeIKw+0U4/SKc/jC8IRH+kDQhrVkCH9lJRquK7BwTHaRu1gooNqhhM6ph06tg06lQZlLDZlDBpFNDEISknxMAuN3uhO/5Cz+P6P+ne93LtkzRn/UGgyFtWfMpUy5bQ+WUnHm9XhQVFSU9p9PpYglTtn75y1/iP/7jP9Da2oqFCxemvfZHP/oRHnnkkVHHP/vsMxiNkVaksrIyNDY2oqOjA/39/bFramtrUVtbi6NHj8LhcMSOz5o1C+Xl5Th48CB8vvPJ0dy5c2G1WvHZZ58hHA7DbrfDarVi4cKF0Gg0aGtrQ1ePgGj4eC7yw3H//v2xZwiCAL1hZuzvh46egGZAgl6vx8KFCzEwMICTJ0/Gzn8+cH4WpOtcB9rcJ9OWqaamBmqeQ0hi6B50xlotZ82aBc5gjY1TEIJutLW1JZQpvuI2NzfHyhRvyZIlCAaDo8q0dOlSOBwOtLe3x46nKpPFYsG8efPQ09ODrq7IxIJoIrFy5UqcPn1ats9pIsuU7nMajzL5fD7s2rUrtmnvVCjTRH5Odrs99j3f2Ng4Jco00Z+TVqtFIBBAfX09Tp8+nbFMxbYSFFXUoe3wKXT0O2EPcnCFOYiCDgGoYHf74QtLCEmAyACG8Wkh4sAgcICKAzQCB4tRCy0vgQ/7YVIxmNRAhVmHS5tmgPMOwzt4DtHRLdHP6cSJE0k+pyocPnwYjl4HenuBXqT/nEwmE3bv3g2LxRJLzqju5Vcmxhjsdjtmz56NpqamgpTJ4/EgWxxL+PUjvQULFkCj0eCTTz4ZdW7x4sUIhUI4cOBAVs966aWXcOutt2L16tV46aWXMk4HTtZyVldXh8HBwdgsz0Jk8aIo4tNPP8XixYtj68qIoohffNCDnYcGAQCPf7UJc8uNo7L4v5x04KfvnAEA3Ht5NdZeXJIyi3/49VP4pMsFAPj3v5kL28g4sXRluuN3h9HnDsKsE/Bf/+vi2PH2Ph/u/++jAIC1F5fg3surFfGbSfR5n376KZYuXRorlxyf00SWKf4dJ+I3yOgU8MWLF8eum+xlSnZ8vMoUDodj3/NqtXpKlGmiP6dQOIxde/aipP4inHOH0OsKYsATwrAvDMfI4qPe4Miq7eL4zDAUuMgC4vGtWWbdyIB2nYASgwqlJg0qitSoKTbArBXAsvg8xuNzEkURH3/8ccL3PNW9/MoU/dnU0tICjUZTkDI5nU6UlJTA4XBkXJ0ip5az6upq7Nu3L+m57u5uLFq0KKvnvPHGG7jtttuwfPlyPP/881mte6PVaqHVjt5wW6VSjbo/GqwLpepLTnU8+tzohxjfZRSIaxPXqSLnLnyP+G7NoISE8xe+Y/fIxuJ6NY+yovNN1enKZDOo0OcOwukXwTg+NrYsfneA8iJtwtdNFetcjicra6p3THY8Wja5P6d8judbpkzHC1kmjuNidTT+/GQuU6rj41EmxlgsntFrJnuZksm3TIwxOPxhdAz60Wn346wzgF5XEMMj47U8wUg3YlCURlrytcDhU0mfnQ8OkZmEkRmEkfFYppFlGIpHZguWmdQoM2pQYdagzKiGVsWPbTyWDJ+HXJ9Tsu95YHrUvXTH8ykTx3GxPxeiTLms8ZdTctbS0oI33ngDHR0dCZMCOjo60NfXh5aWlozPePfdd/HVr34VCxYswM6dO6HX63N5hQmRLOgO3/lsONWMxvh1zrxBMek1ABAUpdhisrU5bFJui5uFOewNo7wo0rIXv4xG2RjWOCs0pQy4nEoopvKarvGUGIPTH0avK4AzQwF0OwM45wpEBsn7w3CPzEIMhqWCjdniucgkq/ixWRa9CsV6NUqNapSa1Kg0aVBl0aHMpIZGQROextN0raOFpKSY5pScrV+/Hlu2bMETTzwRW+cMAJ544glwHIf169cDAEKhEE6cOAGLxYKqqqrYdR999BHWrl2LxsZGvP7665Ni0VmVSoWlS5eOOu6Im11pTrEGWHzLmT/NUho9jkCsGb/Wmmal2gvEr2025A3FJWf57Q5QSKniScaOYiqvqRjPoChh2BtJujqH/ehxBtDrCmHQG4TDF4Y7EFkdPpR6Ua28qPjIEg4GNQ/jSKuWzaBGiTGSaFVaNKi16FBm0kBIMfudnDcV6+hEU1pMc0rOFi5ciHvuuQdbt26Fy+XC8uXLsXv3bmzbtg0bN26MLTDb3d2NefPmYcOGDdi+fTsA4PTp07jhhhvg9/uxYcMGvPrqqwnPrqiowKpVq+QplYwYY3A4HAkDL4HzyZlJK0CVxQ4B3jRLacRvwVRlHt11m0p8y1l0diYA9LvzX4C2UFLFk4wdxVRekyWeQVGCyx/ZlqfPFcQZewA9Dj/63EEMeiJdi76EbkV5qXgOGhUHozoyVqvYoEKZSYMKkwZVZi3qrFpUmbXQa4RJE9PJguIpP6XFNOcVRp988knMmDEDzz77LH7729+ipqYGmzdvxve///2093V0dGB4eBgA8MADD4w6f9VVVykyORNFEe3t7aP2MIt2a1p0qUOYbctZ/NZNZl32zarxydlgXHIW362ZzwK0hZAqnmTsKKbymsh4ihLDsC+y1tagJ4RBbwj97lDceK4QPAERgQJ2K2oELrY4abQrsaJIgyqLFjOsOtRYtChK8+9e0nJRHZUVxVN+Sotpzm+gUqnw0EMP4aGHHkp5zcyZMxPXoAFw9dVXjzo2WQVFCd6RZCvdCvoX7q2ZijtwPjkzaXNJzs5/7aGE5CzSEmfRqaBRTc/xGIQo2bAvhBP9PpwY9OHMsA/djgD63EHYfeGCtHLxHKARIptBm7WRVq5SoxqVRVrUWCNJV6lRgyIdrQhPiBJMfHo4CTnjxpulbznLrlvTHddyZtJk/5EkjjmLvNOgJxTb9Dw6Bo0QUhjBsARXQIQ7GEaPIwCnP7Lx9KAnGNnKxy9i2BuKrDYfECNrc8nY5MUh8u+MSauCVa9CmVGNSrMWtVYtZhbrUGnWwKxT0zguQiYZSs4y4DgOer0+cbyZL7vkTC3wsYVi03Zrjrnl7Hxy1uuKLMXxzvGh2OSCpXXKm3CRLJ4kPxRTeSWLpy8k4vSQH2eG/Tg9HFk6IrJ8RDDNk/KnV/GwGlQoN2lQY460clUUaVFepEG5SQ2LTjUpPneqo/KieMpPaTGl5CwDQRBG7V7gyLLlDAB0ah6hgJh1y1k2+2rGf22bQYUhbxhH+rwIiwxvHh2Knb9uTnHWzxovyeJJ8kMxzQ9jDP6wBIHj4AmK6LIH0KWuxru7u3FqyIceZ6S7US48B+hUPIwji57ajGpUmCJjuyx6NcpNGpSbNCgzaaBTT41hCVRH5UXxlJ/SYkrJWQaSJGFgYAClpaWxBemyWeMsSq8W4AqIBWk54zgOzdVF+MvxYfhCEt44MohTQ34AkY3RayzZL8sxXpLFk+SHYpqcwxfG5+fcGPSGEBQZTg54MewLQy1wGBjp/uc5wBUQEZZ5oJda4CKD6ItGuhhtOjTY9Ki16mDI4RewqYLqqLwonvJTWkwpOctAkiScPHkSNpvtfHKWQ8tZdNyZN92EgOD55+XScgYAzVUm/OV4ZBbs1r92xo5f16S8VjMgeTxJfqZ7TD1BEQfPutHrCqJj0IfPul3o9wQhpv6WkwXPAWUmDWotWtRadai1alFrify/xKimgfVxpnsdlRvFU35KiyklZ2OQkJxlbDmLfMiBsARRYkkH5kZbzngucRJBNpqrTaOOqXgOVzUqMzkjJFvRbZTCIoMzEIZBLUBiDH3uAA70ePB5rxtnnZGELCjTIHu1wKFIK0AQg6gpMaPaqkVVkRYmrRDrhrTqI/+ZdSpKwAghBUHJ2RhkOyEAuGCts7CUtGUsOubMpBVyHoxYY9Hi0moT9va4Y8eunl2c8zpEhIy3sMjw/ik7+j0hGNQ8PumMtHhZdSp0DPkx6A3CqlPDFQghze5nY2bRqdBQosPFFSZcVG5Ag02PMpMaoiiira0NS5Y0KGK9I0LI9EP/8mTAcVzK3QGA7Ls1gciMr6TJ2UjLWa5dmtH3+6frZ+HRNzuwt8eF65ps+Pby2pyfM16SxZPkZzLE9OSgF/3uEPrcQfzPwX4MjiyUnK67H0hcXHksOER2yag2a1Ft1qLKEhn/NatEjxKDOmnMJkM8JxuKqbwonvJTWkwpOctAEATMmzcv4VhuEwLSL0TLGIvtEGAa40Bho1bA5i/PRjAsKX7R2WTxJPlRYkw9QRFvHR3CgCeI9j4v9se17OaD4yLfJ3o1HxvvpVfzEHgeZl2k29Gii3Q5lprUKDGooc5xY2wlxnOyo5jKi+IpP6XFlJKzDCRJQk9PD6qrq0dNCNCpeGgzJEPx3ZrJkjNf6Py+d8YcZmomo/TEDEgeT5KfQsaUMQZvUIJOzWNvtwsdQz7wHAeHL4wuhx8GtYCwxHDOFQBjkZ0q3IHIQqxyTIDUqXjMLtWjqcyAi8qNWFZvhk5d2NmOVEflRzGVF8VTfkqLKSVnGUiShK6uLlRWVsY+MKc/0tKVqdUMGN2teSHPGHcHmKySxZPkR86YBkUJH55yoNMewIkBL470efPuWsyWVsWjsVSPplIDmsoMmFNmQI1FO+6r21MdlR/FVF4UT/kpLaZTPxuQmSix2PZNmcabAYA+rqvSFxzdcjbWfTUJkUvHoA8v7O9Dl92P9j6vrM8WeIAHB57nYDOoYFBHuiRLjGqUGjUjK91rUGXWoM6qo22GCCEElJzlzBUIx7ZHyqblzBDXcha/J2dUfHI2lgkBhKQSFhlUAgdRYuhy+FFt1kKUGI70e3F6yI9XDg2gxxmQZa9HnYpDtUWHqxqtWN5ghV7NQy3wKBrDDGRCCJnuKDnLgOd5lJWVjWkBWgCoL9bH/ny4z4Pr55YknHcFzj9vOrScXRhPkh+nP4wjvW5YbKV4rX0I759yYkG1CYfOudHW6cLccgP63UEMesMQeMi2MKtVr8KcMgMaS/W4ZrYNM4qVtxvFWFEdlR/FVF4UT/kpLaaUnGXA8zwaGxtjf89ljTMAmFdhiP1QPHh29Iy14bjnWbNoiZvsLownyR5jkRauVw4NYH+PG01lBvxhX1/cLwwuAMBn3a7YPfHdlGNJzNQCh2pzZMX7ptJIMlZr1aK+WD9luyCpjsqPYioviqf8lBbTqZ8N5EmSJHR0dKChoQE8z+e0OwAA6NQCmkoNaO/zotMegN0XglWvjp0fjhtsbTOokz1iSrkwniS1kCjBF5Ig8Bwee+sU2vu8YGCxCSnvnbSP6blGDQ+e41CsV6O52giAg1bFo8qsAcdxsOpVqDJrYFALKDHmvhTFZEd1VH4UU3lRPOWntJhScpaBJEno7+9HfX09eJ6P/WAEsms5A4D5VaZYC8bn5zxY3mCNnYtvOZsuyVl8PEmiTrsfh895oBY4PPN+Fxz+/JfGtxlUWD7TCr1GwNWzrZhVYpDhTacuqqPyo5jKi+IpP6XFlJKzHNlz7NYEgMaS8+POzjkDCefiW86KDfRxTHXRpVMGPSG8eXQIgbCIEwM+nBz0ZVwtPxtGjQCDhsdlMyxYVFsEk0bAvArjpFgDjxBCSARlAznKtVsTAMpMmtifBzyJa0YNxSVnVt3UbzmbbnocAew544Ba4PF+hx2fdrvAZFictb5YB43AocKsxbwyPc51n8GXll6MxjIjzY4khJBJjpKzDHieR21tbayZ0zOG2ZWlxvNJVzQ56xj0IShKsT0G9Woe0+Fn6oXxnCpEiWHIG4JOxeOJ987gWL8XTn9kpfyxUAscSgxqfHGODRwX6fJeVFsEnYqHiudg0p7/1pUkCT2lYVSXGigxk8FUraMTiWIqL4qn/JQWU0rOMoh+YFGB8PlmD12WXUW2C5KzTrsf3/5De+T5Iz9LfSEJbx4dwpcuWGpjqrkwnpORPyRBLQAvfz6Av560IyBKODHgG/N2RRqBw8JqE+qKdZg9sjRFLknWVIipklA85UcxlRfFU35KiyklZxmIooijR49izpw5EAQBgbj1CLJNzjQCD6teBbsvjAFPENv39MTOxf9Af3JX55RPzi6M50RjjKHTHogs0MoY3u+w4+JKE/RqHu+eGMa8CiPsvhBe2NePEqMaR/o86LQHMj84hUurTVALHIxaAd9ZUQetiocmz9mQSovpZEfxlB/FVF4UT/kpLaaUnGXAGIPD4YitMRWI66bKZZB1qVENuy+MQU8IIVuKJhYGvHN8CL3OIL66oBw6tTKaV+V0YTwnwqddTvxhXx9Wzy3BZ10uvNY+iIoiDbQqHmeG/bJ8jWqzBgOeENQCh8e/OgcuvwiOAy6uNMny/HhKiOlUQvGUH8VUXhRP+SktppSc5SghOROy73qy6dUAIl1f3iQboANASGL48VunI19HlLBhaXVe70rO2/HZOTy/tw/XzC7GO8eH4QmK+LTr/GKtva5gXs/XCBx++KVZeOPIIGwGNe5aVgORMQgcN2UXayWEEFIYlJxlwR0CfvVhDxbWmGPJmVbF5zQuaNh3flbmwbOejNf/7tNeRSdnvpAIrYpHSGTY+Xk/qs1aXBG3fptcwiLDiUEveI7DTJsOHUN+aFUcZlh1GeP/RvsgXj08gEsqTXhhfx8A4OVDA3m9j0kjYP2icpwZDqCpzIAbLynFyUEfzDoVykwaLK4zx64VQEkZIYSQ3FFylgHP83i5rwjtA4PYeWgwtsWSKDEwxrJO0Ia8ozc9n6w+7XLi4T+dxAyrDisbrdi25yx4DvjpTXPwh329KDWqce/yWvBJYsPzPGbNmpV2Rsyuk3a8d2IYDMDn59wpY2fRqdBUpseCKhNODflx3RwbfCERr7cPYdVFNjzx3hlILHELo7GYX2nEuoXluHymNen5xtKJXdQ1m5iS7FE85UcxlRfFU35KiyklZxlwHIf2gUiXl8TOJ1lhieFovxcXlRuzeo5qgru2vEERBs3YBzkyxnB62I9ykwab/3wKIZHhxKAPJwZ9ACKxuf+/j8aun19lwpwyA9QCj5K42ao8z6O8vHzU88+5AvjotBO9rgBe3N+f1Ts5/GG0dbrQ1hnpnnzn+HDsXFunc0zlBCKfVWOpHjdeUoovzlH+BI1UMSVjQ/GUH8VUXhRP+SktppScZdA57Et5LpzD2gmqHManRbWdceL0sA9rLi6FXp19YsUYg8QAgecQDEt47J3T2H3SjttbKnHjJaXY3eHAsnpLQtKUyauHB/Hzv3aiokgTW+U+nW17enDWGYRG4PDM1+ah2qIFEJkRc/DgQcyfPz82I6bPFcTG3x9OWKZkvFn1KlQWaXBLczlWNhZP2HuMRbKYkrGjeMqPYioviqf8lBZTSs4y2N/jTnmOy2FM0Vhazv7vaycAAA6/iG9elv34syd3deGVQwOYadMhJDJ0OyJLP7x6eAC7O+w4NeTHn48M4ombL8r6mT//ayeA7AfOn3VGrguKDM/v7cXyBit4HmiuNMDn840sYeHHq4cG8PLnAwiNdZGwMaoo0qDGokWZSYOvzC/DrLgttiYbxlgspiR/FE/5UUzlRfGUn9JiSslZBof7Ug/e94VEvNE+iGqLFvOrki+R0OsKQi1wyKdX8/d7ezMmZxJj8Ick6NQ8/tQeGfR+aihxWYhhbxjDI92y7X1eMMbQ7w6h1KROOj4MAPwjA//z8Vr7IF5rHwQAPHpDAwCgyx7AfS8dQ0jM/I0w06ZDICzhrDOIjVfUoNcZxGuHBxBIce+imiKsusiGTrsfl1YX4VCvB3o1jy/MsKDLEemarS/OPKGAEEIImQiUnGXgCqTuwnt+by/29rjBc8Bv/3Y+ig2J3YTH+r3Y9OIRqHiu4BtPP/rnU9jVYcffLK6AmOWOQf/ylzN48+gQVs6y4qFVDaPOv3t8GD955zQWpEg8x+LfPzmHgFeF3kPH0yZmC0cWaz0x6MN9V9ah3KjBto978OuPepLepxE4PPylWfAERVxWb0lIKBfWFMX+HO1eJYQQQpSKkrMM0iU6e0e6PCUGfHzGiesvWN3/X/5yGgyR9ctCWYzTGit/SMSuDjuAyBIc2Xrz6BAA4L2TdvxAYqPW4/rRW6cAAJ91uy68dcza+3wABACjA2szqGDWqdDvDmLpDDPqrDq0nXHioVdOJKwvl8ztiyvREreMxXQiCALmzp2riHESUwHFU34UU3lRPOWntJhScpZBtoP+i3SjP1CHf3yWz3DLkPgNeUMoM2lkeJt83iEcmw377Ic9Ga4Gaq1aPH3rXAx4Qqgsmth3n0gcx8FqtU70a0wZFE/5UUzlRfGUn9JiqowFPRQslGUfYbIxW3KOK2w748R/fXoO7sD5hC8kSjjnCsCdpus1W9v29OCbvzuE3316DoyxrGZkRjWVGfDTm5pwzexirL+0Ar/6+jy01BbhmtnF2LC0SvYV8r8wwwyLToV7r6iFWuBRZdZO6/Fj4XAYH3/8McLhqbOW3kSieMqPYioviqf8lBZTajnLIJsB6wAQTJLESTJmZ9GZm0OeEL57ZR0YY/g//3MMR/q8WN5gyfv5bx+LrBH27x+fxR/29aEmw9isGosW911ZB72aR1OZATzHJUyK2Pzl2QAi2129cmgAA55QqkflZO3FpfjulXWyPGsqEcXCdZtPRxRP+VFM5UXxlJ+SYkrJWQbZLvEQTLJGl5TlwPxcvHxoAN+9sg5D3jCOjKx8v7vDIdvzGQBPUMTR/tSr6pt1Av7fDY1pB9efdQbwj6+cQI8zMOrcJRYRs2vL4RcZLq0piu0nqlVxsbXOTBoBnqAIBuDmBWVYVm/BsQEvbrykLK/yEUIIIUpHyVkG4SxbzgJhCZ91uVBsUGGmLbJmloTCrZfiCox/02tLbRG+sbQKlUVaWPTJq47dF4Ka5/Gbj88mTcx4DlhWJuLmZdVQqSLPCIUZhn0hrL2kDI+9dQpnnUH80/UNOGP34/SwH7c2l0Oj4hNmXRJCCCFTFSVnGWQ7IeCtY0P4/JwHKp7Db26/BCVGdUFazqLkGGeWq5uby9NuV3Wgx40HXzmeNGZzyw3YtHIGAIZKPRJmxMTPcn3khsbYn+uKdVg+eoUPcgFBENDc3KyYWUaTHcVTfhRTeVE85ae0mFJylkG2ydnn5zyx63/4pxO4tKYIYoFWGg6EpXFNzgQO+OIcG3xBEZ12P+qsOhzr98JmUCMkSvjnP3egxqJFpz2QMl63LqzArBI9GGOK6tefKjSa6TtbtRAonvKjmMqL4ik/JcWUkrMMsu3WjHdswIdjA6n35MzX3/3hcNYLzcpBZMDrR4bw+pEhmLQCbm0ux/aPz8JmUKHGosPxAR+OJymvWuCw/tIKVBRpsGKWNfIsUURbWxuWLFkS69Yk+aGYyoviKT+KqbwonvJTWkwn/g0ULlTIvskx6nZkt79lKloVH1vUtbJIjXOu7GdSugMitn98FkB0XbLUe49+a1kNbppPA/gJIYSQXFBylkG23ZpKt6DKhANn3VhYbcI3llbhjwf6sXpuCXxBEZvfPCXr17pshhkXVxrx5YtLZX0uIYQQMh1QcpZBtuucKd0PrqvHh6ccWDbTglKjBjUWLXadtMMXGt0yeG1TMcpNGuz4rBclBjUGvdm1rKl4Dt+/th4rG4vlfn1CCCFk2uAYK9Co9QJzOp2wWCxwOBwwmwuzp6IoMXz5V3sL8uzx8M3LqvHH/X2487JqXH9R4r6f//TqCXzc6Ux6369vuxgVRRocOudBXbEWn3a58NN3TqPMpIFW4HHG7o9dq+I5LG+w4Cvzy2EzqlBZlH7x2uiEAEEQpvWq/nKimMqL4ik/iqm8KJ7yG4+Y5pK3UMtZGuIk79L8+qUV+NrC8lEVLSRKSROzmTYdbmkujy0uu6A6suL/tU02XFZvgU7FIywx7O6wY0axDg02PSTGoBZy2wUsGAxCr9ePsVQkGYqpvCie8qOYyoviKT8lxZT21kwj290BlOTq2ZEuxXsurwGAhMSMMYYBTxAnB0fPrIxuIn5hC1uUUSNA4DloVTyubbJhdqkBAs/lnJiJooj9+/fTchoyopjKi+IpP4qpvCie8lNaTKnlLI2xLKMxVqvnluBP7YMAAIHHmJfK+O6KWnxnRS2KtKM/2qd2deHlQwOjjhvUPH5w7UxqHieEEEIUgJKzNAo9U/OGeSWw6FRYUmfGJZVGVJk16HUFsebiUmx68QgkBlQURY5lgwNw6/YDuOfyGtzSXJ5wLihKeP3I4Kh7rpxlxTeWVqHOqpOjSIQQQgjJEyVnaRR6jbO/W16b0C24flFl7M8/XtuEbmcAkiRh61+7snpeNJX81QfdsOpV2HPGiWBYwt5uF7xJZmWqeQ4PXFsPTY5dk/lSyvYYUwnFVF4UT/lRTOVF8ZSfkmJKszXT6LT78a3nDhfk2QDwp42LMl7z3wf78fTu7JKzXPBcZEulb15WLfuzCSGEEJKIZmvKpJBjziy67EI/6Ml+9f5sPbt+Hmos2gkZY8YYg8PhgMVioTFuMqGYyoviKT+KqbwonvJTWkxptmYahRxz9k/XN6Q9P+AJ4n8O9uP3e3uTnl/XXI4qswb3Xl6D76yoxUxbdmPGSgzqCUvMgMiMmPb2dsXMiJkKKKbyonjKj2IqL4qn/JQWU2o5S6MQuwP87CtzwMBwSaUp5TUufxgbf98OTzB1JfnW5TX41shyGQBw4yVl8IdEfP03BxBM8t7/d1UDXjk0gFuayxTxWwEhhBBCkqPkLI2wzBMC1DyHiyuNGa871OtJm5ilolML+N7VM/D2sWH8bUslnt/Xh10n7biluQwrZlmxYpZ1DG9NCCGEkPFEyVkacndralSZW6wGPSHsOTN69f4irQCjRsA5VxB/v7Iu5f3XzLbhmtk2AMA/fnEmBjwhlBrVY39pmXEcB71eT613MqKYyoviKT+KqbwonvJTWkxptmYaH5124OE/nZTteWatgN99YwEEPvmH3+MIoPWlI3D6k7eavXhnM/rcQcy0KWN7CUIIIYRkJ5e8hSYEpCF3y5kzIOKbOw7hWL8XosRie3d+1uXCO8eH8PO/dqZMzADAoBEmfWImSRL6+vogFXgNuemEYioviqf8KKbyonjKT2kxpW7NNAoxIaDXFcR9Lx6Biudg1Ai4d3kNHnvrNFJ9JRXPISwx3PGFKtnfZSJIkoSTJ0/CZrOB5+l3AzlQTOVF8ZQfxVReFE/5KS2mlJylIfeEgMRnMzj8Yfz4rdMpr+E54J/XNOLUkA+r5ybfkJwQQgghUwslZ2kUouUsFxVFGlxaU4RLa4om9D0IIYQQMn4mvu1OwQq98XkqRdrI/l53L6vJcOXkw3GcYlZgnioopvKieMqPYioviqf8lBZTmq2Zxh/39+EXH3QX5Nmp3HRJKW5vqYTLL6KuOLtV/wkhhBCibDRbUyZjbTlrsOlww9wS1BfrsGZeCTavaYyd++r8stifL6s34/bFlfjBdfVYPbcES+vMuL2lEla9esomZpIkoaurSzEzYqYCiqm8KJ7yo5jKi+IpP6XFlMacpREaY3I2p9yIv79qRuzvjDE8/KUGqHgOLXVmWA0qhMIMt7dUxtY8iy4cO9VFvwEqKysVMSNmKqCYyoviKT+KqbwonvJTWkwpOUsjJI4tg9apEj9YjuNw+Uxr7O+3LarM57UIIYQQMoVNfHqoYOExztZcUkezKwkhhBAyNjknZ6IoYsuWLZg9eza0Wi1mz56NLVu2QBSz26j74MGDWLNmDcxmM8xmM9asWYODBw/m/OLjIZcxZzfMLcGqOTb8bUslltQVZoLCVMDzPMrKyhTRbDxVUEzlRfGUH8VUXhRP+Sktpjl3a9533314+umnceedd+KKK67A7t278eCDD6KzsxNPPfVU2nuPHTuGFStWwGaz4ZFHHgEAbN26FVdeeSX27NmDpqamsZWiQHJZ56zCrKHuyizwPI/GxsbMF5KsUUzlRfGUH8VUXhRP+SktpjmliAcOHMAzzzyDTZs24de//jXuvvtubNu2DZs2bcLTTz+NAwcOpL3/wQcfRDgcxrvvvovvfe97+N73vof33nsPoVAIDz30UF4FKYRglmPO1AKHL86ZHgP68yVJEk6cOKGYGTFTAcVUXhRP+VFM5UXxlJ/SYppTcrZjxw4wxtDa2ppwvLW1FYwxPPfccynvdbvd2LlzJ9atW4e6urrY8bq6Oqxbtw47d+6Ex+PJ7e0LzOEPpz3/kxub8MA19XjsxiaUGjXj9FaTmyRJ6O/vV8w3wFRAMZUXxVN+FFN5UTzlp7SY5pSctbW1oaKiAg0NDQnHGxoaUF5ejra2tpT3HjhwAMFgEJdffvmoc8uWLUMgEMjY8jbehj3BpMcvKjfgnstrsKDahOvm2DCvwjjOb0YIIYSQqSqnMWc9PT2oqUm+pVBNTQ26u1Ovpt/T0xO7Ltm9ANLeHwgEEAgEYn93OBwAgKGhIYTDkRYunufB8zwkSUrIfqPHRVFE/IYIqY4LggCO43CmbxjhQGSig0kroMyoxvxqE/734rLY145eD2DUpAiVSgXGWMJxjuMgCMKod0x1XO4yRWMVfzzZuxeqTKIowu12w+l0xso12csU/44T8TmFw2G43W4MDw/HrpvsZUp2fLzKFB9PtVo9Jco00Z+TKIrweDyw2+0JA64nc5km8nOK/jsa/z0/2cs00Z9TNKZ2ux0ajaYgZXI6nQCQcF0qOSVnXq8XRUXJl4nQ6XSxL5zqXgDQarVJ7wUAn8+X8v4f/ehHsUkE8S5sxRsPreP+FQkhhBAyFbhcLlgslrTX5JScGQyGhNareH6/H3q9Pu29AJLe7/f7ASDt/Q8++CDuv//+2N8lScLQ0BBKSkoKulGp0+lEXV0dOjs7C7aH53RC8ZQfxVReFE/5UUzlRfGU33jElDEGl8uF6urqjNfmlJxVV1dj3759Sc91d3dj0aJFae+NXpfsXiB5l2eUVqsd1epmtVozvbJsouuyEXlQPOVHMZUXxVN+FFN5UTzlV+iYZmoxi8ppQkBLSwt6e3vR0dGRcLyjowN9fX1oaWlJee+CBQug0WjwwQcfjDr34YcfQqPRYP78+bm8DiGEEELIlJNTcrZ+/XpwHIcnnngi4fgTTzwBjuOwfv16AEAoFEJ7ezvOnj0bu8ZkMmHt2rV44YUX0NXVFTve2dmJF154AWvXroXJZMqjKIQQQgghk19O3ZoLFy7EPffcg61bt8LlcmH58uXYvXs3tm3bho0bN6K5uRlApJty3rx52LBhA7Zv3x67/9FHH8Wbb76JlStXYtOmTQAiOwQIgoBHH31UvlLJSKvV4uGHH046kYHkjuIpP4qpvCie8qOYyoviKT+lxZRj2czpjBMOh/HYY4/h2WefRXd3N2pqanD33Xfj+9//PlSqSK536tQpNDQ0jErOAGD//v34wQ9+gF27dgEAVqxYgR//+MexxI4QQgghZDrLOTkjhBBCCCGFo4zt1wkhhBBCCABKzgghhBBCFIWSM0IIIYQQBZmWyZkoitiyZQtmz54NrVaL2bNnY8uWLaP26Url4MGDWLNmTWyxujVr1uDgwYMFfmtlyyemd9xxBziOS/pf/LIr04nb7cYPf/hD3HjjjaiqqgLHcbjjjjtyegbV0/PyjSfV0URtbW1obW1Fc3MzioqKUFlZieuuuw5vvvlm1s+g+pko35hSHU10+PBh3HbbbWhqaoLJZILZbMaiRYuwdetWBIPBrJ4xkXU0p6U0por77rsPTz/9NO68805cccUV2L17Nx588EF0dnbiqaeeSnvvsWPHsGLFCthstthen1u3bsWVV16JPXv2oKmpaTyKoDj5xDTqN7/5TcKmyABgs9kK8bqKNzAwgEceeQRVVVVYsmQJXn755Zzup3qaKN94RlEdjdiyZQveffddrFu3Dt/97nfhdruxbds2rFq1Cv/2b/+Gb3/722nvp/o5Wr4xjaI6GtHZ2YmhoSHcdtttqK2thSiK2L17N1pbW/H222/jpZdeSnv/hNdRNs3s37+fcRzHNm3alHB806ZNjOM4tn///rT3r1u3jhmNRnbmzJnYsTNnzjCj0chuvfXWgryz0uUb0w0bNjAALBQKFfI1JxW/38+6uroYY4yFQiEGgG3YsCHr+6meJso3nlRHE+3atYv5/f6EY16vl82ZM4cVFxdnjBPVz9HyjSnV0ex85zvfYQBYe3t72usmuo5Ou27NHTt2gDGG1tbWhOOtra1gjOG5555Lea/b7cbOnTuxbt061NXVxY7X1dVh3bp12LlzJzweT6FeXbHyiWk8xhicTickSSrAW04uWq027V6z6VA9HS2feMajOhqxfPnyUYt16vV6rF27FsPDwzh37lzKe6l+JpdPTONRHU1v5syZAAC73Z7yGiXU0WmXnLW1taGiogINDQ0JxxsaGlBeXo62traU9x44cADBYBCXX375qHPLli1DIBDAgQMHZH9npcsnpvFKSkpgsVhgMpmwbt06nDhxohCvO+VRPS0cqqPp9fT0QKVSwWq1pryG6mdusolpPKqjibxeLwYGBnD69Gk8//zzeOyxx1BVVZV24Xsl1NFpN+asp6cn5W/QNTU16O7uTntv9Lpk9wJIe/9UlU9MAaCyshL/8A//gJaWFmg0Grz//vt48skn8d5776GtrQ319fWFeO0pi+qp/KiOZnb48GG8+OKLuOmmm9Luk0z1M3vZxhSgOprKY489FhszBgBLly7FL3/5S+j1+pT3KKGOTrvkzOv1oqioKOk5nU4Hp9OZ9l4ASffe0ul0AACfzyfDW04u+cQUiAyEjbdu3TqsWrUKN9xwAx5++OFRW4CR9Kieyo/qaHoOhwPr1q2DXq/Hz372s7TXUv3MTi4xBaiOpvKNb3wDK1aswODgIN5++20cPHgwbZcmoIw6Ou2SM4PBgEAgkPSc3+9Pm00bDAYASHq/3+8HgLT3T1X5xDSV1atXY/HixXjjjTfyfb1ph+rp+KA6GuHz+XDjjTfi5MmTeO211zK20FD9zCzXmKZCdRSYNWsWZs2aBQBYv349Hn/8cVx//fXYt28f5s2bl/QeJdTRaTfmrLq6OmVzZHQj93T3Rq9Ldi+QvBl0qssnpunU19djYGAgn1eblqiejp/pXkeDwSBuvvlmfPDBB3juuedwzTXXZLyH6md6Y4lpOtO9jl7o9ttvRygUwn/+53+mvEYJdXTaJWctLS3o7e1FR0dHwvGOjg709fWhpaUl5b0LFiyARqPBBx98MOrchx9+CI1Gg/nz58v+zkqXT0zTOX78OCoqKuR4xWmF6un4mc51NBwO4+tf/zr+/Oc/Y/v27fjKV76S1X1UP1Mba0zTmc51NJlod+Tw8HDKaxRRRwu+WIfC7N27N+2aXPv27WOMMRYMBtnhw4dZT09PwnW33HILMxqNrLOzM3YsuvbJLbfcUvgCKFA+MXW73cztdo965o4dOxgAtnHjxsK+/CSQbl0uqqe5yzWeVEdHE0WRrV+/ngFgzzzzTMrrqH5mL5+YUh0drbe3N+nxBx54gAFg27dvZ4wpt45yjDFW2PRPee6991784he/wJ133only5dj9+7d2LZtGzZu3IhnnnkGAHDq1Ck0NDRgw4YNCQMpjxw5gi984QsoKSnBpk2bAERWDR4cHMSePXtw0UUXTUSRJtxYY7p3715ce+21WL9+PS666KLYbyu//e1vMWPGDHz00UfT9re+J598Ena7HZIk4eGHH8aiRYtwyy23AABuuukmNDc3Uz3NwVjjSXV0tPvvvx+PP/44Vq5ciW9961ujzq9atQoVFRVUP3OQT0ypjo528803Y3BwEFdffTXq6upgt9vx+uuv46233sKKFSvwzjvvQKVSKbeOFjz9U6BQKMQ2b97MGhoamEajYQ0NDWzz5s0JKyt3dHSk/O163759bPXq1cxkMjGTycRWr14dax2arsYa07Nnz7Lbb7+dNTU1MaPRyDQaDWtsbGStra2sv79/AkqiHPX19QxA0v+2bdvGGKN6mouxxpPq6GhXXXVVylgCYO+88w5jjOpnLvKJKdXR0Xbs2MFWr17NqqurmVqtZiaTiS1ZsoT95Cc/SdiJQal1dFq2nBFCCCGEKNW0mxBACCGEEKJklJwRQgghhCgIJWeEEEIIIQpCyRkhhBBCiIJQckYIIYQQoiCUnBFCCCGEKAglZ4QQQgghCkLJGSGEEEKIglByRgghhBCiIJScEUIIIYQoCCVnhBBCCCEKQskZIYQQQoiCUHJGCCGEEKIg/x/pyXlEAYvY/QAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import get_me_solver, plot_pop, get_deph_eq_state, get_pop_particle\n", "\n", "kwargs = dict(description='2P', particles=['electron'], loc_deph_rate=4)\n", "upper_strand, tb_model_name = 'GC', 'ELM'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "eq_state = get_deph_eq_state(me_solver)\n", "tb_basis = me_solver.tb_ham.tb_basis\n", "particle = me_solver.tb_ham.particles[0]\n", "\n", "pop_particle_dict = {}\n", "for tb_site in tb_basis:\n", " pop_particle_op = get_pop_particle(tb_basis, particle, tb_site)\n", " pop_particle = np.trace(eq_state @ pop_particle_op)\n", " pop_particle_dict[tb_site] = pop_particle\n", " print(f\"Equilibium Population {particle.capitalize()} at site {tb_site}: {round(pop_particle, 3)}\")\n", "\n", "fig, ax = plt.subplots()\n", "for tb_site in tb_basis:\n", " plot_pop(ax, tb_site, me_solver, add_legend=False)\n", "ax.legend(tb_basis)\n", "for tb_site in tb_basis:\n", " ax.axhline(y=pop_particle_dict[tb_site], color='k', linestyle='--', alpha=0.5)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "markdown", "id": "91114110-a262-41bf-aa8c-41f3897813a3", "metadata": {}, "source": [ "## Global Dephasing" ] }, { "cell_type": "code", "execution_count": 10, "id": "ec858a43-dd96-4896-b7c7-39abbb0eb1eb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of global dephasing operators: 4\n", "--------------------------------\n", "Equilibium Population Electron: 0.5\n", "Equilibium Population Hole: 0.5\n", "Equilibium Population Exciton: 0.25\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import get_me_solver, save_figure\n", "\n", "kwargs = dict(description='2P', glob_deph_rate=2)\n", "upper_strand, tb_model_name = 'GC', 'WM'\n", "tb_site = '(0, 0)'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_pop(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "code", "execution_count": 11, "id": "15c4b957-0a1e-416c-996a-440b5a5e7e96", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of local dephasing operators: 16\n", "--------------------------------\n", "Equilibium Coherence Electron: 0.527\n", "Equilibium Coherence Hole: 0.23\n", "Equilibium Coherence Exciton: 0.017\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# the equilibirum state contains off-diagonal elements indicating the coherences even in the equilibrium.\n", "\n", "from qDNA import get_me_solver, save_figure\n", "\n", "kwargs=dict(description='2P', glob_deph_rate=2)\n", "upper_strand, tb_model_name= 'GC', 'ELM'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_coh(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "markdown", "id": "99f9f2b5-5ab3-4475-9d98-478e39313194", "metadata": {}, "source": [ "## Local Thermalizing" ] }, { "cell_type": "code", "execution_count": 11, "id": "6fb4ed24-11d3-4717-b88e-90774929bcac", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of local thermalizing operators: 52\n", "--------------------------------\n", "Equilibium Population Electron: 0.5\n", "Equilibium Population Hole: 0.5\n", "Equilibium Population Exciton: 0.25\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import get_me_solver, save_figure\n", "\n", "kwargs = dict(description='2P', loc_therm=True)\n", "upper_strand, tb_model_name = 'GC', 'WM'\n", "tb_site = '(0, 0)'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_pop(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "code", "execution_count": 12, "id": "55efe475-895d-4747-98bb-10abf9b7a827", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of local dephasing operators: 3728\n", "--------------------------------\n", "Equilibium Coherence Electron: 0.963\n", "Equilibium Coherence Hole: 0.384\n", "Equilibium Coherence Exciton: 0.027\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import get_me_solver, save_figure\n", "\n", "kwargs=dict(description='2P', loc_therm=True)\n", "upper_strand, tb_model_name= 'GC', 'ELM'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_coh(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "markdown", "id": "28e484d0-6573-4e8f-a6c9-9318af61dfc2", "metadata": {}, "source": [ "## Global Thermalizing" ] }, { "cell_type": "code", "execution_count": 13, "id": "7aee0bed-2580-4145-9b7b-7556d97e5ac1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of global thermalizing operators: 12\n", "--------------------------------\n", "Equilibium Population Electron: 0.5\n", "Equilibium Population Hole: 0.5\n", "Equilibium Population Exciton: 0.25\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import get_me_solver, save_figure\n", "\n", "kwargs = dict(description='2P', glob_therm=True)\n", "upper_strand, tb_model_name = 'GC', 'WM'\n", "tb_site = '(0, 0)'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_pop(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "code", "execution_count": 14, "id": "69e80f33-95b4-442c-a7d3-f054c30ad11d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of local dephasing operators: 240\n", "--------------------------------\n", "Equilibium Coherence Electron: 0.963\n", "Equilibium Coherence Hole: 0.384\n", "Equilibium Coherence Exciton: 0.027\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import get_me_solver, save_figure\n", "\n", "kwargs=dict(description='2P', glob_therm=True)\n", "upper_strand, tb_model_name= 'GC', 'ELM'\n", "\n", "me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", "fig, ax = my_plot_coh(me_solver)\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] }, { "cell_type": "markdown", "id": "0679734b-238a-4354-a98d-2dce353fe7ce", "metadata": {}, "source": [ "## Trace Distance to the Equilibium" ] }, { "cell_type": "code", "execution_count": 12, "id": "5eee587e-3f77-4943-a610-41f8bc77e7aa", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from qDNA import calc_trace_distance\n", "\n", "upper_strand, tb_model_name= 'GC', 'WM'\n", "\n", "kwargs_loc_deph = dict(description='2P', loc_deph_rate=3, relaxation=False, t_end=5)\n", "kwargs_glob_deph = dict(description='2P', glob_deph_rate=3, relaxation=False, t_end=5)\n", "kwargs_loc_therm = dict(description='2P', loc_therm=True, relaxation=False, t_end=5)\n", "kwargs_glob_therm = dict(description='2P', glob_therm=True, relaxation=False, t_end=5)\n", "kwargs_list = [kwargs_loc_deph, kwargs_glob_deph, kwargs_loc_therm, kwargs_glob_therm]\n", "\n", "trace_distance_list = []\n", "for kwargs in kwargs_list:\n", " me_solver = get_me_solver(upper_strand, tb_model_name, **kwargs)\n", " if me_solver.lindblad_diss.loc_deph_rate or me_solver.lindblad_diss.glob_deph_rate:\n", " eq_state = get_deph_eq_state(me_solver)\n", " if me_solver.lindblad_diss.loc_therm or me_solver.lindblad_diss.glob_therm:\n", " eq_state = get_therm_eq_state(me_solver)\n", " dms = me_solver.get_result()\n", " trace_distance = [ calc_trace_distance(dm.full(), eq_state) for dm in dms ]\n", " trace_distance_list.append(trace_distance)\n", "\n", "fig, ax = plt.subplots()\n", "for trace_distance in trace_distance_list:\n", " ax.plot(me_solver.times, trace_distance)\n", "ax.legend(['Loc. Deph.', 'Glob. Deph.', 'Loc. Therm.', 'Glob. Therm.'])\n", "ax.set_ylabel('Trace distance')\n", "ax.set_xlabel('Time')\n", "\n", "if save:\n", " fig_filename = input(\"Filename for Saving: \")\n", " plt.savefig(os.path.join(SAVE_DIR, fig_filename + '.pdf'))" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 5 }