diff --git a/notebooks/cloud_organization.ipynb b/notebooks/cloud_organization.ipynb new file mode 100644 index 0000000..259e0c2 --- /dev/null +++ b/notebooks/cloud_organization.ipynb @@ -0,0 +1,634 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "dd4c08a8-aa76-41f7-b8a9-8e59a22b34e1", + "metadata": {}, + "source": [ + "LASSO - LES simulations with different Large-Scale forcing scales for 4th April 2019 over SGP\n" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "a7fb1f84-79d4-4501-acf3-76d279fc1bd7", + "metadata": {}, + "outputs": [], + "source": [ + "# Libraries required for this tutorial...\n", + "\n", + "# import dask\n", + "from datetime import datetime\n", + "import numpy as np\n", + "import xarray as xr\n", + "import xwrf\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.pyplot as pl\n", + "# Plotting wrfstat variables...\n", + "from distributed import Client\n", + "client = Client(\"tcp://127.0.0.1:41521\")\n", + "path_shcu_root = \"/data/project/ARM_Summer_School_2024_Data/lasso_tutorial/ShCu/untar\" # on Jupyter\n", + "\n", + "case_date = datetime(2019, 4, 4)\n", + "sim_id = [6,7,8]" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "307c1eb0-8356-46cb-b3d6-93e486e77508", + "metadata": {}, + "outputs": [], + "source": [ + "ds_stat_1 = xr.open_dataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id[0]:04d}/raw_model/wrfstat_d01_{case_date:%Y-%m-%d_12:00:00}.nc\")\n", + "ds_stat_2 = xr.open_dataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id[1]:04d}/raw_model/wrfstat_d01_{case_date:%Y-%m-%d_12:00:00}.nc\")\n", + "ds_stat_3 = xr.open_dataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id[2]:04d}/raw_model/wrfstat_d01_{case_date:%Y-%m-%d_12:00:00}.nc\")\n", + "ds_stat_1 = ds_stat_1.assign_coords(height=(ds_stat_1[\"CSP_Z\"]))\n", + "ds_stat_2 = ds_stat_2.assign_coords(height=(ds_stat_2[\"CSP_Z\"]))\n", + "ds_stat_3 = ds_stat_3.assign_coords(height=(ds_stat_3[\"CSP_Z\"]))\n", + "ds_stat_3[\"Time\"] = ds_stat_3[\"XTIME\"]\n", + "ds_stat_2[\"Time\"] = ds_stat_2[\"XTIME\"]\n", + "ds_stat_1[\"Time\"] = ds_stat_1[\"XTIME\"]\n", + "\n", + "# Note the extra details required by open_mfdataset to connect the files together in time.\n", + "ds_xwrf_1 = xr.open_mfdataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id[0]:04d}/raw_model/wrfout_d01_*.nc\", combine=\"nested\", concat_dim=\"Time\").xwrf.postprocess()\n", + "ds_xwrf_2 = xr.open_mfdataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id[1]:04d}/raw_model/wrfout_d01_*.nc\", combine=\"nested\", concat_dim=\"Time\").xwrf.postprocess()\n", + "ds_xwrf_3 = xr.open_mfdataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id[2]:04d}/raw_model/wrfout_d01_*.nc\", combine=\"nested\", concat_dim=\"Time\").xwrf.postprocess()\n", + "ds_xwrf_3[\"Time\"] = ds_xwrf_3[\"XTIME\"]\n", + "ds_xwrf_2[\"Time\"] = ds_xwrf_2[\"XTIME\"]\n", + "ds_xwrf_1[\"Time\"] = ds_xwrf_1[\"XTIME\"]" + ] + }, + { + "cell_type": "markdown", + "id": "fe1a4ccd-4274-44db-b7c5-972bc36a7206", + "metadata": {}, + "source": [ + "Advection Input to LES simulations with different forcings scale and corresponding LES output thermodynamic and Cloud time-height profiles " + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "id": "3b61882d-651d-428e-8529-ca270a001c50", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 110, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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KcMcdd2DdunUYMGAA2rRpYwwoWVpajoiIiIiIiIiISCwMFBEREREREZFoDCGhVq1aoV27dhYvbdu2BQB89tlnxrCMIeSRm5uLGzduWNy3YckxSwYMGICIiAjk5eUhKSkJly9fxv79++Hj44PRo0ebbNu6dWt07NgRAHD69GnBj82w5NXRo0eNoaim2LtsXNeuXeHm5obKykpkZWVZ3MbQd2sBGSUx9DEtLc3i7RkZGaiqqkKzZs2sLh1mjytXrmD06NEoLy/HW2+9hfj4eLv7aHi+27VrZ7HCka2aOjYMy/LdcccdFrdNTU11uA9ERERERERERETWMFBEREREREREoigsLMQ333wDANi5cycuX75s8XL+/Hl4e3sjJycHP//8MwAgKioKISEhKC8vx/r16832feLECRw8eLDR+zdUItq4cSM2b96Mmpoa/PWvfzWpSGQwduxYAMDy5csFP764uDgEBATgwoULJkurNcbHxwfAn8umCdWyZUsMHDgQALBy5Uqz28vLy7FmzRoAwP3332/TvuVg6OPq1atRUVFhdvs///lPAHXPsaPLmxlUV1fjwQcfRF5eHh555BHMnj1bUB/ff/99i7cb+ijW893UsWG4vX5lJIPCwkKsXbtWlH4QERERERERERFZwkARERERERERiWLTpk2orq5GaGgo7r77bqvb+fr64q9//SuAPysaubm5YdasWQCAuXPn4sCBA8btc3Jy8Pjjj8PDw6PR+3/kkUcAAFu2bMFnn30GAJg0aZLFbV9++WW0bdsWn376KWbNmmW2jNnVq1fx8ccfY/HixcbrvL298dprrwEAnn76aWzcuNFkObKioiK89957Jsu2hYeHA6iramSt8pI1L7/8MgDggw8+wOeff268vqysDJMnT0ZBQQHCwsIwYcIEm/Yrh4kTJyI0NBT5+fmYMmUKrl27Zrzts88+w7///W8AwCuvvCLafb7wwgv4+eef0bdvX6xevbrJ7Z999ln4+vrixIkT+Pvf/46qqioAQG1tLZYuXYrdu3fDw8MDL774oij9MxwbBw4cwM2bN81uHzRoEADgiy++wHfffWe8/tKlSxg3bpzFNkRERERERERERGJhoIiIiIiIiIhEYQgHPfLII00u5/Too48CqAv/GCrWvPDCCxg+fDiuXr2KuLg49OjRA7fddhu6du2K4uJiPP30043uMyoqCr1798Yff/yBX375BW3atLG6xFWnTp2wc+dOBAQE4L333kNQUBBuvfVW3H777YiIiEBAQACmTZuGU6dOmbR74YUX8Oyzz+L69euYNGkSgoKC0L9/f3Tp0gWBgYGYNWsWrl+/bty+T58+iIyMxPnz5xEaGoqBAwdi8ODB+Nvf/tboYwGAESNG4JVXXkF1dTUeeeQRhIaGol+/fujQoQO2bt0KPz8/fPHFF8ZKNkrWvHlzfPHFF2jdujU2b96M9u3bo1+/fggNDcVjjz2GmzdvYt68eY0uSWYrQ0jp2rVruO+++3DnnXeaXV544QXj9h07dsR//vMfeHp6Yvny5Wjfvj369++PDh064OWXX4abmxvef/993HrrraL0b+jQofDz80NSUhJCQ0Nx5513YvDgwXjrrbcAALGxsXjwwQdRXV2N++67D5GRkbjtttsQGhqKlJQU43ZERERERERERERSYKCIiIiIiIiIHJaRkYHDhw8D+DMs1Jj4+Hj4+/ujpKQEu3btAgA0a9YMX331FZYsWYJu3bohKysL+fn5ePzxx3HkyBH4+/s3ud/6FYnGjRsHT09Pq9vGxcUhLS0Nc+fORXR0NM6fP49ff/0Vbm5uGDZsGD744AOsWLHCpI1Op8MHH3yA3bt3Y8SIEdDpdEhNTUV1dTXuvvtufPDBB+jYsaNxezc3N+zevRsPPvggmjVrhiNHjuDHH3/EiRMnmnwsALBkyRLs2rUL9913H65du4Zff/0VAQEBeOaZZ5Camop+/foJ2o8SDBgwAKmpqXj66acREBCAX3/9FdeuXcPQoUOxe/duLFq0SJL7TU9PR3JyssXLyZMnTbYdOXIkjh07hkceeQTe3t44ceIE9Ho9xowZg6SkJDz11FOi9cvX1xd79+5FfHw8KisrcfDgQfz4449IT083brNhwwa89tprCAsLQ05ODi5fvowHH3wQR48eRa9evUTrCxERERERERERUUM6ff367Ao1ZcoUfPrpp41uU15eDm9vb7PrDx48iLfeegsHDhzAtWvX0KVLF0ycOBGzZ8+2uL3BmTNnsHjxYvzwww8oKipCcHAwxowZg3nz5qFNmzZW2124cAELFy7EN998gytXrqBdu3aIj4/H/PnzERwcLPgxExEREVEdjgWJiIiIXBvHg0RERERERETOp6pAUWRkJIKCgixu88MPP5j98nTDhg14/PHHUVNTg+DgYAQFBeHUqVOorq5Gv379sH//fjRv3txsX/v27cMDDzyA8vJyBAYGIiQkBOnp6bhx4wbCw8Nx4MABtGvXzqxdWloaBg0ahKtXr6J169aIiIhAZmYmSkpK4O/vj6SkJERFRYnzpBARERG5CI4FiYiIiFwbx4NEREREREREzqeqJc/+8Y9/ICkpyeKl4RcG2dnZmDZtGmpqarB06VLk5eUhJSUFGRkZ6N69O44ePYo5c+aY3UdZWRkefvhhlJeXY8aMGbhw4QKOHTuG3NxcxMXFISsrC9OmTTNrV1NTg/Hjx+Pq1asYN24cLl68iGPHjuHChQsYO3YsCgsL8fDDD6O2tlay54eIiIhIyzgWJCIiInJtHA8SEREREREROY+qAkW2SExMRGVlJYYOHYrZs2dDp9MBADp37oyPP/4YALBq1Srk5+ebtPvoo49QUFCAHj164N1334WHhwcAwN/fH59//jnc3d2xe/dupKSkmLTbvn070tLS4O/vj08++cT466YWLVpg3bp18Pf3x6+//oodO3ZI/dCJiIiIXB7HgkRERESujeNBIiIiIiIiIsdoMlCk1+vx5ZdfAoDFXwwNHDgQUVFRqK6uNvsQv337dgB1pZSbNWtmcltoaCjuvfdeAMDWrVsttnvooYfQqlUrk9tatWqF8ePHAwC2bNli78MiIiIiIgE4FiQiIiJybRwPEhERERERETlOVYGirVu3YvTo0RgyZAgmTJiAlStXoqSkxGy73NxcXLp0CQAQFxdncV+G6w8fPmy87ubNmzh27JjN7QDg0KFDdrUjIiIiImE4FiQiIiJybRwPEhERERERETmPu9wdsMXu3btN/n/z5s1YsGABPv/8cwwbNsx4fUZGBgDAy8sLHTt2tLiv8PBwk22BurXVq6urTW4X0q6qqgq5ubmC2hnuw1AumYiIiIiE4ViQiIiIyLVxPEhERERERETkPKoIFEVERODNN9/EAw88gC5dukCn0+HgwYN47bXXcPjwYYwePRpJSUno27cvAKCoqAgA0KZNG+P66A35+fmZbNvw34bbhbQrKSlBbW2toHa1tbUoLS2Fv7+/xe0qKytRWVlp/P/a2lpcvXoV/v7+Vh8LERERkS30ej3KysrQsWNHuLkpv2Alx4IcCxIREZF41DYWBFxnPMixIBEREUlNjWNBIiKSjyoCRa+99prZdffddx/uvvtuDBo0CEeOHMHLL7+M77//HgBQUVEBAPD09LS6Ty8vLwBAeXm58TpDu8baOtquYduGlixZgoULF1q9nYiIiEgseXl56NSpk9zdaBLHgkRERETiU8tYEHCd8SDHgkREROQsahoLEhGRfFQRKLLG09MTixYtwv3334/9+/ejqKgIfn5+8Pb2BlBXbtgaw699fHx8jNcZ2hna1v9/W9o1dn8N2zb06quvYtasWcb/LykpQWhoKJJ+/hkXB08BABxZeQg/7zhidR+WhPToYvW2sG6BVm/rEmL9i5ewwBuC7jvY67Kg7QKKMwVtBwAeeb8J3rah6pBudre15I82EaLuz1UJ+fsL+buX/3auyW2upGY1entQL8vlyX26dbV4fWPHlLXj40Jle6ttsguaN9I7687nWT/nCZH9W4HNbRo7f9iisXON0gg992mBvcciNU2s40joe2xD165dw52DBqFVq1ai9EMurjQWzMvLg+e+/yBny14cfWoHzudVGceDjY3zbKXE87pSzruudk50dFxBzmfPWE5uYp1zbKWmsadauOo5Q63HUvmNUrz0cIjqx4KA9saDjY0Fs67cRFT2f7GiaBIyz/5h9XE1JaJ7gN1tiaTgyPEstuxfm/5ekYhI7W7evIFj34/XxFiQiIikp+pAEQDccccdAOpKAGdlZSE2NtZYQri4uBh6vd5iSWBDWeL6ZYjr/7uoqAgdOnQQ1K5169Zwc3NDbW2tSbljS+3c3Nzg6+tr9fF4eXmZ/GLJoGXLlmiua1a3jY8v3D1aWN2HJR5e1gcGXj6W+xPRufEvxlq0FHb4tPK+Lmg735vCH5NHc/MvdISqbmnbc9eUSg66RCHk7y/k7+7bOwbl6Y0Hj3wHROFySt0XBO37WA4JWeJj5f4bO6asHR8tPKyfB3q2BLKu2D5p6eVj/5f4WelXGj1PWL9P64/DFhf/aPqcoxT5N0wfc3iQMia6xZZ1pTl8xD1d0v9Xd8yI89oR+h5rjRaWTXCVsaCvry88m3ujpYc7Lv7hDS8fb+N40J7zt9X7V+B5XeiYU0queE50ZFxB8vDwqmh6I4UR65xjq4v/f95SLeNPJcvMqTtXePnY/xldzXxaqPsY0sJYENDWeLCxsWDLG9XwbeED70pfeHpVWmgtjHdzec69RNb0vM0XGWnKCEbb+p07EZGaaWUsSERE0lL94pgeHh7Gf9+8eRMAEBkZCaDulz8XL1602C4rK8tkWwAICwsz7s9wu5B2np6eCA0NFdSu/n04S2hP6xV0wqOCJL3vEO9Lku6ftKPAL7LJbao79xDt/tr36WpbmChK3MpWUrw25JgQyUq/4vT7VJqsK81NLlqglcdBroFjQe2T+5wk9/3LwRAQIHWR+rOdFOQeS2bmVPF4d4CrP3cMpCkHx4NERERERERE0lB9oOj06dPGfxvW+gwNDUX79nXLCSUnJ1tsZ7h+wIABxuvc3d3Rp08fm9vV/39b26mVVitykLzEChWJHf6Rgyu+xrQyIaH2cJFa++2KGNqtw7GgcmnhvM5zouthQMD55A4VAdo4XzkTg1ikNBwPEqlfZLQ8y6ASEREREVHjVB8oWrZsGQAgKioKwcHBAOrK9I0ZMwYAsHbtWrM2Bw4cQHp6Ojw8PDBy5EiT28aOHQsAWLduHWpqakxuy83NxXfffQcAGDdunMV2X3zxBcrKykxuKysrw5YtWwAADz74oO0PUqVsmegMLMoQvK1Hzhl7uiMJIQEYso0SQ0VqCiixSpGyqC1cpJZ+EtXHsaC4lHpOl+P8xHOia4no7GkcR9X/NzmHEs49DMk0jc8RKRXHg7ZRytJSREREREREpHyKDxR9++23ePXVV3H+/HmT60tKSjBjxgxs3LgRADB//nyT22fPng1PT0/s3bsXiYmJ0Ov1AICcnBxMnToVADB9+nTjr5UMnnnmGQQEBODMmTOYNWsWqqurAQCFhYWYNGkSbt68ifj4eMTGxpq0GzduHKKiolBYWIgnnngCN27UVRe5fv06nnjiCRQWFiImJgajR48W54mRWGNfoLti5RRyLiWGihzph71c8bWm5QkKpYeLlNovIo4F65y3snSG0qn1vO7K50S1/s3s1Vh4iKEi51JCqAhwvdeAEAwSkdw4HqwTUn3OrnZEJFx4b/X8qJCIiIiIyBkUHyi6fv063nrrLYSHh6NTp07o378/brvtNgQFBWHlypXQ6XRYsGABJk6caNKuS5cuWL16Ndzc3DBnzhyEhISgT58+iIyMxNmzZxEbG4vExESz+/P19cWmTZvg7e2Nf/7znwgODkbfvn0RGhqK5ORkhIWF4eOPPzZr16xZM2zZsgV+fn7Ytm0bOnbsiL59+yI4OBjbtm1D27ZtsXnzZri5KecpD48KkrsLRFYpJVSkpupEclLKBJBaKClYpKS+kHCutNwZx4Jk4KxzFc+JrkFoFSJWK3JNDNDU4fNgHc8LzsXxIJFr4LJnRERERNrz9ddf495770Xbtm3RokUL9OnTBytXrkRtba1d+zt48CBGjRqFwMBA+Pj4IDo6GosWLUJFRUWj7c6cOYNHHnkEHTp0gLe3NyIiIvDSSy+huLi40XYXLlzAU089hZCQEHh5eSE0NBRPP/00Lly4YHH72tpafP3110hISMDw4cMRGBgInU4Hd3d3ux6vEij+E2xsbCzmzp2LIUOGoFmzZjh16hTS09MRHByMyZMn4+DBg0hISLDYdvLkyfj5558xYsQIlJeXIy0tDeHh4UhISEBSUhJatGhhsd0999yDX375BRMmTIBOp8PJkyfRrl07zJo1CykpKWa/XDKIiYlBamoqpk+fjpYtW+LkyZNo2bIlnnzySaSmpiI6Olqsp0Ww0J4RTr9PwLUmOpUosCjDeFGKvIoONreRO1TUVLum7rup/gt5nbBKkbbJHebhpLnzueJr2lEcC/6pPP03h9oLJXZIVE3ndZ4XyRqGB5xDaSF1NZ2/xMQgESkNx4Pi47JnREREREQktbfeegsPPPAAvv/+e/j5+aFr165ITU3FjBkzMGbMGJtDRRs2bMCgQYOwc+dOeHl5oUePHjh37hzmz5+Pu+66y1gltqF9+/YhNjYWn3/+OWpqatCzZ09cvnwZy5YtQ2xsLPLz8y22S0tLw6233orVq1ejrKwMMTExKC0txapVq9CrVy+kp6ebtSktLcUDDzyAhQsX4ptvvsEff/xh02NUIp3eUO+XFKm0tBStW7fGiePH8Xu/hwEAB1efxP5tBwW1byxQZK1CkRjLndkaKLIl+OKRc8amfTck5hJVQgIvzmbtuZSjr42FiGw5RoQcH0KOC1snYqUOFAHCg1a2TnDaOgEgxuSNmFXPXHnSzlmBE06ay0Osv6+jwV2vvBPo9JcHUVJSAl9fX1H6RNKoPxYM3f1vXE45hw1/3Q0AxvGgFAFysStZinlel+o8yfOi64QnHDkelf4cKS2QYy+lVdN1lbGp0o9vJVH7MVF+vRTP/bU1x4IqYBgLlpSUoDLvDFr9fgqJVx8XJRDEajCkREoIu2WdcM4POYiI5HKz+joO/+8BjgWJSFIHDx5EXFwcdDodPvvsM2NF2dTUVNx///3Iz89HYmIiXnrpJUH7y87ORlRUFCorK7F06VK89NJL0Ol0yMnJwf3334+zZ8/iueeew/vvv2/SrqysDBERESgoKMCMGTPwzjvvwMPDA4WFhRg1ahSSk5PxwAMP4L///a9Ju5qaGtx6661IS0vDuHHjsH79ejRv3hzXr1/H5MmTsX37dtx66604fvy4SRXa0tJSDB48GP3790f//v3Rvn17PPDAA2jWrBlu3rzp4LMqD8VXKCL1kTJMBDgWCHLVMJHhNmdVLMqr6NBkUEbINgZiVioSWq3I0TCRKxJzAsuVJzOcMaGt5Ulzwy/qtfzLelYBpPrkqkapJXJXiyPnUnsIwFUoLRil5XEFoP3HR0RE6qGEoFt4b/sqnRMRERHRnxYvXgy9Xo/p06ebLE/dq1cvvPvuuwDqKhhVV1cL2l9iYiIqKysxdOhQzJ49GzqdDgDQuXNn45LUq1atMqs29NFHH6GgoAA9evTAu+++Cw8PDwCAv78/Pv/8c7i7u2P37t1ISUkxabd9+3akpaXB398fn3zyCZo3r/v+uEWLFli3bh38/f3x66+/YseOHSbtfH19kZKSgo8++ghTp05VTJVaRzBQ5KLs+cWnkF+Dc5JTHraEhaQOFdm6tJnQYJFYoSLgz2BRYxel4TJJrkXKyW21TJo3DAYJvVjaD5lS0nKYpFxKXvZMzPOYWs6JzsDzpTAMJDmP0kJFgPZeJwwSEbk2JVSCIVIqhoqIiIiI7FdaWorvvvsOADBt2jSz28ePHw9fX18UFhZi3759Te5Pr9fjyy+/tLq/gQMHIioqCtXV1WYBn+3btwMApkyZgmbNmpncFhoainvvvRcAsHXrVovtHnroIbRq1crktlatWmH8+PEAgC1btjTZf7VjoEjD7PnFuiNfkCs9TKT16kS2kGIy2ZaKQ9baN0VoqEjq6kFqqE7EyS5tEDtYJNfEuRjBIEfvn4ioIYaJXA/HR+qj1FCR2scWWngMREREUmOoiIiIiMg+x48fR1VVFby9vdGnTx+z2z08PNCvXz8AwOHDh5vcX25uLi5dqsshxMXFWdzGcH39/d28eRPHjh2zuR0AHDp0yK52WsRAEQnSVHUUZ4eJbA10aDlMpIRKE44EiWzdj9DnX6rQj9D9Cu2nLa8dNVQp4rJn0hBj0luOiXMlTVYppR9yU8J7BrkuJVUpYpiIHMFgknMpMVQEKGucI4TWl4QlIvuwShFR4xgqIiIiIrJdRkbdPERoaCjc3d0tbhMeHm6yrZD9eXl5oWPHjoL3l52dbVxSzXC7kHZVVVXIzc0V1K7+fWiV5b8gaZo9y51JxRkTm2qoJmMvJUwMixUmqr+/pkI2BX6Rgh57dece8Mg5I1bXNH0skfIZJr/tCZY5c+JcyZNUmTlVqp8EVno1QCI1YJjInJLP3URAXahISZ9j62v4+lHaWIOvb/Ep7W9MRETSCu/dDVknfpO7G0RERJLLzc3F2LFjUV5eLndXSIGGDRuGBQsWmFzn5eUFLy8vs22LiooAAH5+flb3Z7jNsG1jDNu0adMGOp1O8P7q/9taXyy1KykpQW1traB2tbW1KC0thb+/f5OPQ60YKCIja1+KKa06kS3EDoAorTqR3MQOE9Xfr5BQEdB0qEqsUJGUYaIQ70uCn8vwoBuKnwgVc8JHCwEQsWVdaW5TqIhhIlOufEwpIYRK6qLkCXzA9vOhoQ25JrHP/RGdPVXxvqclhkpFSj4vAfaNh8Q+PnlsEhERiYuhIiIicgVnzpxB7rFUPO/WTu6ukMKcQwX+U/AfvPvuuybXL1iwAAkJCWbbV1RUAAA8Pa1/32EIIgkJsNm7P0O7xto62q5hWy1ioIgcImeYyBDwELMCTWOUFiZydGI4sCjDocckVZio/v6FHF9CqhU5eqzYGiZS2rGidnIHQCxNyMgdSBE6ic4wkbKoYdlCIqmJfU63JVTEMJFlPH9rh1KXBhOb0sOO9uDrkIiEaPX7KUn2m5FWgMjoQEn2TURERETq4gM3xLq1kLsbpDS1QECAL86dO2dytaXqRADg7e0NoG7pMGsqKysBAD4+Pk3evb37M7QztK3//7a0a+z+GrbVIgaKNCq0Z4TF65X0xatYlRIshT08cs5weSoNEDNUBNhXrUjNx5GWfjkvRajIkedGCSEjpUyMq/EYkzukRmSvyynnmt7IBQkJFSnlnEnykOqcr6WxltpoMVREREREysYqRUREROTKdDodfH19BW0rZDkzIcuiNdxfcXEx9Hq9xWXPLO2v/r+LiorQoYN5sQxL7Vq3bg03NzfU1tZafQyG693c3AQ/L2rlJncHSBnsWe6MS525LqmrE9lzX0L/RrYcG84ME9nyelJDlRMpfiFv74RdZk6VxYvYpNqvkrna45WbI++7XO6M7KWk83ljsq40txoaYpjIOp7HSc2y0q+4TFUmIiKpZaQVyN0FIlUI791N7i4QERERKV5kZN2cbW5uLm7evGlxm6ysLJNtheyvsrISFy9eFLy/sLAweHh4mNwupJ2npydCQ0MFtat/H1rFQBHJQk0Tm0oME8n5/NkbJjJM9DW8iHmftoSK6l+s3W4PJR4vWiJk4lPq4JDQ+9c6tT9GtfefiCyrP7awZaxB2sWKdNrHUBERkTgYKiIShqEiIiIiosbddttt8PDwQEVFBVJSUsxur66uxtGjRwEAAwYMaHJ/oaGhaN++PQAgOTnZ4jaG6+vvz93dHX369LG5Xf3/t7WdFjFQRJqrTiQmhkPE0dhkni2hIiHBogK/SJv/bk0FjIRy9HjR2utKqskdS0EQOQNE1iitP2LS6uMiUhtrS9y6OgaJhOG5XBwMLCkDqxURERGRMzFURERERGSdr68v7r33XgDA2rVrzW7fsmULSktL4e/vj8GDBze5P51OhzFjxljd34EDB5Ceng4PDw+MHDnS5LaxY8cCANatW4eamhqT23Jzc/Hdd98BAMaNG2ex3RdffIGysjKT28rKyrBlyxYAwIMPPthk/9WOgSINsja5FB4VJMr+HQ09qKU6EcNE5uypTiRkQk/OakVqpYZlz6QkdxUiW6ihj7bgY1EftbzvknKpZdkzEs5Vnn+GfVwPQ0VERI5hlSIi4RgqIiIiIrJu7ty50Ol0WLNmDTZu3Gi8PjU1FbNmzQIAzJkzB56ef35/t3z5coSFhWHChAlm+5s9ezY8PT2xd+9eJCYmQq/XAwBycnIwdepUAMD06dONlYwMnnnmGQQEBODMmTOYNWsWqqurAQCFhYWYNGkSbt68ifj4eMTGxpq0GzduHKKiolBYWIgnnngCN27Uzctev34dTzzxBAoLCxETE4PRo0c7+EwpHwNFZBNXCROROGytDqDmUJFY96W1KkX0J7UHi9TefyIiqsNzOWkdqxURERGRs4T37sZgEREREZEFcXFxWLRoEWprazFp0iRERESgV69e6NOnD/Lz8/HAAw/gxRdfNGlTXFyMnJwcXL582Wx/Xbp0werVq+Hm5oY5c+YgJCQEffr0QWRkJM6ePYvY2FgkJiaatfP19cWmTZvg7e2Nf/7znwgODkbfvn0RGhqK5ORkhIWF4eOPPzZr16xZM2zZsgV+fn7Ytm0bOnbsiL59+yI4OBjbtm1D27ZtsXnzZri5mcdtRo0ahYCAAAQEBBiXXKupqTFeFxAQgBdeeMHep9bpGChycfYsd2YvNYWJtF7dxkDKv4m9S42oMVTkKseLPTiZY06NE7lq7LPWMGxIcmOVIm1wpeec1YmI41DlMIS8+DchEk9kdKBk+2aVIiLbMVREREREZG7u3LnYtWsXhgwZgsLCQpw7dw633HILli9fjh07dqBZs2Y27W/y5Mn4+eefMWLECJSXlyMtLQ3h4eFISEhAUlISWrRoYbHdPffcg19++QUTJkyATqfDyZMn0a5dO8yaNQspKSlmVY0MYmJikJqaiunTp6Nly5Y4efIkWrZsiSeffBKpqamIjo622K6kpASFhYUoLCxEUVGR8XrDdYWFhWbLqCmZu9wdIOcQY7kzRyYzGSZSP1uWO7M3TFS/vZBQW15FB0HHpeFvKsVxKMXxEuJ9ya7l5ezFL/adzzChq4bJTq1PPmfmVKni72AvNb3/kvJlpV8RbQldcj6tn8/lFNHZk8+vQhnGuTx3OU9Tny2Efvbg34yIiNQmvHc3ZJ34Te5uEBERESnKiBEjMGLECEHbJiQkICEhodFtBg4ciF27dtncj549e5osvSZUSEgIVq9ebVOb/fv323w/SsYKRWRGzOpEgUUZqprMZJjIcY6GiWzdjy3BGzH/vgV+kbIfL0Jeq0oISjCwZJ3SJx+V3j8iUj+eZ6TniktWKmH8Q8rC8aj0xK5AVL+qESscETkfqxQR2YeVioiIiIhIa1ihSGNCe0YI3lbKL9rVFCIykDscQuZsqVQECKuiVeAX6dDx6azjxNlVikg+Sq1W5GqTz0QkjBRVirReKcxZeN4mahyrrIlPjoBPw/vk35RIOhlpBZIurUakVYZQEasVEREREZEWMFBEgggJaqgxRGSgpjCRHM+z0GCLWNWJGu5TaNUsW5dAA4Q/n2o6RmwVHhXEX/sqgJIm1DkpTUSN4aS8c/BcTCQ+nr/EoaTPDvX7wr8tkfgYKiKyH5dAIyIiIiItYKDIBdjypZq9y50xTERShInq71vsUJGBpXARjwmSixJCRZzAJlIHJU3mikEJ5z8p8dzqPFo+jkgcDBXZT+nvPfzbEkmDoSIi+zFURERERERq5yZ3B0j5mgpnMExEQmXmVFm8CJF1pbng0FJeRQe7lgsr8IvkMUGyk3PSmRPeRCSU0ieVlcKWsQ4ROQ/PYbZTy3Omln4SqU1GWoHcXSBSrfDe3YzLoBERERERqQ0DRS5KrF/uMkxEgLDqRI1Nptky0WZLJSR7QkVETXHGJIUck8+c8JaWvRUAHaHm92hSB7HPh1o6DzFIRKR8DJ4Ik5V+RXXPldr6S0REroGhIiIiIiJSIy55piGhPSMcai/HZKdcpAoTWQqw2LL8lhKJEcoRMqFm2EZI2E3KJdCIrKk/MWFpkkLs5RVseU2IdV9EpHzt+3SVuwvUCJ5PidSFS2Q1Ts3BHP5ticTHpc+IHGcIFXEZNCIiIiJSC1Yo0jhHv0BrLIih1soHzq5MJGaVHCU+501VDLJ1Yk1JS6CRONT+Rb7QX2VLNeEi9eQ0J7+Vj6FIUjI1TzaLjedTZeDfgWzF85g5NVYlIiLnyEgr4PJnRCJgtSIiIiIiUgsGilyQGNUulBhsEULKMBEDK+LhEmjCCanU5IwKN1pl60SKVJMvUk2OctKViEgcPJ8SqRvDM3UYJCIioRgqInIcQ0VEREREpAYMFGkElztrmrMrE7kCsasTNWzLakXOo/YqQmJzdDJFDaEiTn4TkVjEPOep8dykxj4TkTlXDtJoNUikxcdEpCSsVkRScLVjKrx3NwaLiIiIiEjRGCjSMKmWO1NbdaICv0jJw0RNBVRcMcAi1uSalNWKXPHvQk0Ta+JByRMYnPwmIhIHz6dE2qLk8ZsUtBokItKysk4xcnfBjKsFQEg6rnwsMVRERERERErFQJGLcbWlj5xRlUjLoRSlPDapQkXAn8EipTxWA6X1xxVIMaEi9v7EmLjm5LfzuUIVQCJXxPMpKQ0rTorDVQI2rvI4icg5DNWKXDkQQuQohoqIiIiISInc5e4Ayc+WiU41VSfiEmfSaiy4I8UEm2GfQkJxhr7ZOokvNMRjrXoXmePEVt1kjZjPQ2ZOld3hUE5+m3O1oC0RERE1Tezxm5IwSEREUqsfKoqMDpSxJ6QmDKPVCe/dDVknfpO7G0RERERERgwUqUz4yFAcbHBdaM8I8+0kWu5MDZwZJHJmFRmpwlyBRRlOfc6sfYEt9Ji1JUyRdaW5JJVBmvq7q/n146qknlhRQqiIYSJzzggTsToRuQotT75bwnMqkfZp7bzGIBERyYHhIhKCYSJTDBURERERkZJwyTMX4ujEqdKrExX4RWo2TKQmjU2wNfYlti1fcNu6BJqty6A5qv4yavYsp2bL9mI+NrEnTNQyAeOsyRUlLn9GRES24/mXyHVoIYQjxbK+aqGWzyNEroLLopElPB4s4/JnRERERKQUDBS5OC1UTnB2kAiwL0ykpQCSPSEWIV9i2xoqsjVYJCdLIaOGx4Q94SOl4pf3lsk1mcPJb3NqqU7EimdEysLzqTrw70RUx1WDRESkfAwWETUtvHc3BouIiIiISHZc8kzlLC135gqcHSASgytMClubvLHli2zDtmpaAs0RWgkQ1aemMJHaJ1kMr7nGXgOcVCUiIpIW32u1TY1Ln6l9jEtErsMQKuJyaK6JoTIiIiIiIuVjhSKVad+na5PbWPqy05ZKDEoOvshRjaghOQIgSl9uTgpSLoGmFVI8FrVNlqiRFBM8hopdDV8LnOC0TC3ViYjURusT2DynEpGSGZY20/q5WCh+riFSF1Yscj38ewvHKkVEREREJCdWKFIxV6pOJHeIyECL1WRsZS3EIkZ1IkttpapUBHDCXwr84l5+nPBunDPCRETkGFve052F51Yi16bEKkUMDhGRFrFiERERERERkbKwQpFKBBRnCtrOli85bQlTyFkhh2EieSjl8UpVqQioCxaptWKREvuttEmWpsg5CcMJIHk4K6DAsCJJySeKv04lUhKGzUhq9SsPsQqR/JQWeCXSKlav0Tb+fW3HKkVERESkNtnZ2dDpdIIuP/74o6B9Ct3fp59+ata2qqoKK1aswO23347WrVvDw8MDHTp0wJgxY/DDDz+I/fAFOXjwIEaNGoXAwED4+PggOjoaixYtQkVFhcXt161b1+Rj37Nnj+j9ZIUilbKlOpFav/BSSpAIkDdco+blzsT6otuwHyGBFcOkji3HfdaV5gwA1BMeFWTz305tYSIlUOIv3UlZlLwEKZErYWBEnZRY6YrUzRljNwaFxMExNpE2sFoREREREZF6eXt7Iy4uzurtly5dQlZWFry9vdG7d29B+2xsf0VFRUhLSwMA3H777Sa33bhxA/feey8OHjwIAAgLC0PXrl2RlZWFr776Cl999RXefvttzJkzR1A/xLBhwwY8/vjjqKmpQXBwMEJCQnDq1CnMnz8fu3btwv79+9G8ueXiEkFBQYiMtJyj8PPzE72vDBSpjE9UN2Qdtfwloxhfmill8pJhInVxZKIt93Sm4ICcVEugAaYVf5QeLrK1OpGUE6H8sp7UgtWJiIhIbAybuR4xQ0UMDxERCZORVsBQERHqqhRlnfhN7m4QERERCdK+fXskJSVZvf3RRx9FVlYWRo4cidatWwvaZ2P7mzdvHtLS0tC/f390797d5LZ3330XBw8eRGBgIHbt2oUBAwYAAKqrq/Hmm28iISEB//jHPzB27Fh07dpVUF8ckZ2djWnTpqGmpgZLly7FSy+9BJ1Oh5ycHNx///04evQo5syZg/fff99i+/j4eKxbt07yfhpwyTONszaBquQJT6WEifIqOqg6TOSRcwYeOWdku/+mviDPPZ2J3NOZxn+Ltd/67J3kMSyFVv/iaoRMlDBM5DhOJDkHK1QQkb0YGCGihuxdcoxLlhER2S8jrYDLZBERERERacS1a9fw1VdfAQAee+wxh/en1+uxYcMGq/vbvXs3AOC1114zhokAwMPDAwsWLEDv3r1RU1ODb7/91uG+CJGYmIjKykoMHToUs2fPhk6nAwB07twZH3/8MQBg1apVyM/Pd0p/msJAkUZoZWJf7jCRIUSklCCRvcudSRUkEiNYUz9I1PB6wf1wQqjI7D4VEjJy5v2GRwVZPbeo/ZyjpEkcJfWFHKPksC5pC0NyzsEwEakNxxTO1VQwiAEieaj9cwoRNY6hInJ14b27yd0FIiIiIodt374d169fR2BgIIYNG+bw/n7++WdkZ2fDw8MDEyZMMLu9vLwcABAeHm6xfURE3Uo6N2/etHj7kSNHMGHCBAQHB8PT0xPt2rXD+PHjcfz4cZv7qtfr8eWXXwIApk2bZnb7wIEDERUVherqauzYscPm/UuBgSJSDLnCRM4IEcm5lJzUVYpsmWxrKjSk9FCRWR+cHC6SK8TU8Et5fklPasLgBZE6McxDYpDyOOIxSgYNg0MMEBERSYvVioiIiIiI1O2zzz4DAEyYMAHu7u6i7W/YsGEICAgwu/3WW28FABw4cMDstsrKShw7dgwA0K9fP7Pb33vvPdx+++3YvHkzKioqEBMTg5qaGmzduhUDBgzA9u3bbeprbm4uLl2qyw3ExcVZ3MZw/eHDhy3enpqaikmTJmHIkCEYPXo0Fi5ciMxM4XPstmKgSGWqO/cwu87a5L6ty51ZC73YWyXHFs4KE9UPDympEpHWWPoCXWhYSG2hIgOpqxfJveya4TzDMJE0OOkkDWeGiVidiKiOVs5nDIsQERGREuV5dJW7C4rBYBG5KlYpIiIiIjW7dOkSvv/+ewDiLHdWWVmJLVu2NLq/V155BS1btkRiYiLeffddXLhwAeXl5Thx4gTGjRuH7OxsPProo7j99ttN2u3Zswcvvvgi/P39sW3bNhQWFiIlJQV//PEH1qxZA71ejylTphgDQkJkZNTlLry8vNCxY0eL2xgqKRm2bejEiRPYuHEj9u3bhx07diAhIQHdu3fHG2+8IbgftmCgSOW0MLkvRZjIUnDIVcJDlioSSV2lSGzWlkWzREmhovrEDBfJHSYy0ML5BlDuZLdS+0XykLOyHRERNY6BMyIicrYT567K3QUiIiIiInJher0epaWlJpfKykqb97NhwwbU1taie/fuFisC2WrXrl0oLi5G69at8de//tXiNtHR0UhOTsZ9992Hl156CZ06dULz5s1x22234dChQ1i5ciU+/fRTs3Zz586FXq/H2rVrMXbsWJPbpk2bhpkzZ6KsrAxr1qwR3N+ioiIAQJs2baDT6Sxu4+fnZ7KtQZs2bfDCCy8gOTkZ+fn5qKiowPHjx/HYY4+hpqYG8+bNw/vvvy+4L0I5XkOKFMnW6kRa4CqBIaVzpDqRpXahPSME3afQsEtmTpXTl0BqGAhy5uuQE17kqlidiIjsxfdOIiIiIvXISCtAZHSg3N0gcqrw3t2QdeI3ubtBREQa5OnrgcjhXeTuBinM5Ut/4I+0XLRu3drk+gULFiAhIcGmfRmWJxOjOlH9/Y0fPx7e3t5Wt8vNzUV+fj70ej06duyIoKAgnDt3DoWFhfjkk09w5513onfv3sbtc3JykJKSgqCgIIwcOdLiPkeOHIlly5bhxx9/xGuvvSaovxUVFQAAT0/rc1heXl4AgPLycpPrR48ejdGjR5tc17t3b6xfvx7+/v5Yvnw55s2bh8cffxytWrUS1B8hGChSMS1UCxGjOpFWg0TOWGrOUc6YcLMlVAQIe10Y+u3sYJFB/YCRpSCCUioSkfPZEo4jIiIiIiIi15Z14jcufwSGisg1MVREREREzhQQEIBz586ZXGcIvgh18uRJpKamQqfT4dFHH3W4T4WFhfj6668BAJMnT7a63YYNG/DYY4+hXbt22L9/P+6++24AQFVVFRYtWoTFixfjrrvuQmpqKrp06WLsK1AXALrzzjst7tcQDrpw4YLgPhtCT1VV1ufYDZWffHx8BO934cKF+PDDD1FSUoIffvgBo0aNEty2KQwUaZA9IQk5llZxNEyk1SCRIxpb2swj5wyqO/ewe99yhlyEhooA5VcraojhIWqIoSLHsToRkTbI8T7N6kRERERE6sRQERERERGRdHQ6HXx9fR3ax3/+8x8AwF133YXOnTs73KfNmzejuroaYWFhVkM/1dXVePHFF6HX67F8+XJjmAioqxK0aNEiHDlyBHv37sVbb72Ff//73wCAkpISAEBpaSmSk5Mb7Uf9SkLjx4/HpUvmuYukpCQAfy5nVlxcDL1eb3HZM8NSZ4ZthfD19UXPnj2RkpJiFvxylJuoeyPJGUI49kw2a2nSk2Ei9bB3uTNH9mNp2TVrMnOqOHnoQmw5Nkid5A4JEknNkXCws/BcS1rGcSORcjGUT66KFUr+lJFWgIy0Arm7QeQ0rFBGREREalFbW4uNGzcCEH+5s0cffdRiMAcAMjIykJ+fDwC45557LG5z7733AgB++eUX43UtW7YEAMTFxUGv1zd6yc7ONrY7evQokpOTzS4GkZF1WY/KykpcvHjRYn+ysrJMthXKw8MDAHDz5k2b2jWFgSKNUctEqiPViRgmsl9jFYzEIPUEolShIkCbk0NafExKkns60+QiJk7Gq4OWgrpExPdNIiIiUi+GikwxVKRc/NuIj6EiIiIiUoN9+/bh999/h7e3Nx588EGH95eZmYmDBw8CQKPLp5WVlTW5L71eD+DPJcwAIDo6GgBw5swZ1NbWCu5Xdna2xdCRQWhoKNq3bw8AVisfGa4fMGCA4PutqanB2bNnAQCdOnUS3E4IBoqo0eXOAosynNiTpjFMZJ3UYSGlkDpUxIpF1BRrASKGikgscixDSkSkVRzXERGRq2CoyBSDK0REREREymFY7mzkyJFo3bq1aPvr378/unfvbnW7iIgIY/Wi77//3uI23333HQCgW7c/g9qRkZGIiYnB1atXsX79eof7a6DT6TBmzBgAwNq1a81uP3DgANLT0+Hh4YGRI0cK3u/atWtRXFyMZs2aYfDgwWJ1FwADRZrSWHUiJVVRsLc6kSuFiZQW5LJEyOSM2AELe/ZrbyhD7eEitfabTDFUZBtnVulT0vuqJWp4HyFtE+v85az3M75vkhBKPk44ZiAiIjLHUBG5ClYpIiIiIiUrLy/H9u3bATS93Nny5csRFhaGCRMmNLrdhg0bBO0vICAA999/PwDgb3/7G3766SfjbVVVVXjttdfw7bffWtzX22+/DZ1Oh+eeew5r1qwxW0osKysLb7zxhvGxCTV79mx4enpi7969SExMNFYwysnJwdSpUwEA06dPN1YyAoDS0lJMnDgRR44cMdlXTU0NVq9ejZkzZwIApk2bhuDgYJv60xQGijRCLUud2cuVwkQkjFRhJUvUHi4i53HmcalEnMwkIiIiIiKSD6sUmWOoiFwFQ0VERESkVF999RXKysoQGBiIYcOGNbptcXExcnJycPnyZavbHDx4EOfOnYOHh0eTwSMA+OijjxAaGorLly/j7rvvRqdOnXDbbbchICAAixcvBgA8+eSTGDt2rEm74cOHY+XKlaisrMSTTz6Jtm3bom/fvujXrx/at2+PiIgIzJs3D1eu2DY31qVLF6xevRpubm6YM2cOQkJC0KdPH0RGRuLs2bOIjY1FYmKiSZva2lps2rQJAwYMgJ+fH/r06YP+/fsjICAATz31FCoqKhAfH48VK1bY1BchGChSGXuCNUqqomBPdSKGicQl1dJocgQJhIY3xOybGsJFSu4b2U4tIR1DP7PSr6imz/aS8n2Vy50ROR/fN4mIiEhLGCoyl5FWwGARuQSGioiIiEiJDMuTTZgwAe7u7qLtb9iwYQgICGhy+86dOyM1NRULFizAbbfdhpKSEpw6dQre3t6Ij4/Htm3bsGrVKottn3vuOZw4cQLTp09HYGAgTp8+jYyMDAQEBGDixInYsmULJk+ebPNjmDx5Mn7++WeMGDEC5eXlSEtLQ3h4OBISEpCUlIQWLVqYbN+iRQssXboUo0ePRkBAADIzM3HixAl4e3vjgQcewObNm7F79254e3vb3JemOP4XI9k5Up1I6ROXDBMJI3ZISIznXWmVWrLSryA8KkjUfTacgJS7UhgnRLVLiuNXLNbCQ4brldpvIpKeWOeuzJwq2d9jSd3EOIY4ziIiIjXJOvEbgwUWZKQVIDI6UO5uEBERERG5lK+//lrwtgkJCUhISGh0mw8++AAffPCBTX1o06aNoH1bEhMTg9WrV9vcrikDBw7Erl27BG3r4eGB2bNni94HIVihSOOUVJ2ISAq2BJekrpoiZ/UiTnJpn9Kq/gitROSsfjsrbMD3VSJt4fun63Dkb83jhIiISDtYqUg+fO6dg2FCIiIiIhITA0UqJ+UEamBRhmT7FoLViUgoJYWKDJwVLlL68mskLiWEiuxZ0kwJ/VYDpVcNJCL7ucJykFrFcRYRGbBaHqkNlz6zjkugkdYxVEREREREYmGgSMWa+jKrqSoKzp64LPCLdMr9ZF1pbryQONTwXCoxVGRQP1wkxqSUnJWQSH5yTEgbJsJdfTKc1YmIyB71z508n8rL1rGTWsZaPJ6IiMgahooax1CR8/C5dj6GioiIiIhIDAwUkWZYChExWCQNpU6uKDlUVJ89ASOGiKg+Zxy/nPQmUi5Xey9Qc0WIxs6hPMfKw5axFxERkRYwVNQ4Bl1IyxgqIiIiIiJHucvdAbKPo9WJlM7W5c6aCg0Zblf786JUDSfDbAn2yCkr/QrCo4Lk7gYnrMguYh+/Uk9qK+X1Zi+p3z+43BkJ0b5PV6dVfCTHCT2vqv38qEYNx14NP1txbEZERORaMtIKEBkdKHc3NImBLfmF9+7GYCERERER2Y0VilRGrGo7Wpq4tOU5YbUi7bM1zMTKAK7FGRO2zgzUOVLdon4FIr4OiIjEZet5ledieYm9PC0REZHSMEzQtIy0AoZfRMbnk4iIiIhI/Rgo0iC1V+GxpTqRPQEhhoq0z55QESfxSKjQnhEO3S6FpoJBDcNDch3vfJ0RETWOYxKyFY8XIiIicTEEIw4+j8rCpc+IiIiIyF6qDRTNmzcPOp0OOp0OixcvtrrdwYMHMWrUKAQGBsLHxwfR0dFYtGgRKioqGt3/mTNn8Mgjj6BDhw7w9vZGREQEXnrpJRQXFzfa7sKFC3jqqacQEhICLy8vhIaG4umnn8aFCxfseZiyCSzKkLsLknJmqMjWalC2PvceOWds2t5V2FMlhhMyJFRozwiLwSE5wkQNKSU8pCVc7kyZOBYkpRLjvMvzNxERUeM4FmTVISkxDGM/VnpSLoaKiIiIiMgeqgwUnTlzBomJiU1ut2HDBgwaNAg7d+6El5cXevTogXPnzmH+/Pm46667cOOG5QnCffv2ITY2Fp9//jlqamrQs2dPXL58GcuWLUNsbCzy8/MttktLS8Ott96K1atXo6ysDDExMSgtLcWqVavQq1cvpKenO/S4hRAy6SnHxGWBX6To+3Q0FMRKRWQJQxjaJ+ayZ/WDRUoIE6kBX1vS03ooGOBYkFwHz5lERETmOBa0DwNItmEoxnZ8zpSPoSIiIiIispXqAkV6vR5PP/00PDw8MGTIEKvbZWdnY9q0aaipqcHSpUuRl5eHlJQUZGRkoHv37jh69CjmzJlj1q6srAwPP/wwysvLMWPGDFy4cAHHjh1Dbm4u4uLikJWVhWnTppm1q6mpwfjx43H16lWMGzcOFy9exLFjx3DhwgWMHTsWhYWFePjhh1FbWyvq80FE0mG4iIRimMg2fE39idWJbMexICmZFOc3njOJiIj+xLEgOROr7QjD50ldGCoiIiIiIluoLlC0du1a/Pzzz5g/fz5CQkKsbpeYmIjKykoMHToUs2fPhk6nAwB07twZH3/8MQBg1apVZr8q+uijj1BQUIAePXrg3XffhYeHBwDA398fn3/+Odzd3bF7926kpKSYtNu+fTvS0tLg7++PTz75BM2b11W/adGiBdatWwd/f3/8+uuv2LFjh2jPRUNSL8niDHkVHeTugqg4USwve5Y9s4ZLSGmLmFWKiMi5OBYkMUV09pS7C0R245iUiFwRx4IkBwZmLOPzol4MFRERERGRUKoKFBUUFODll19GdHQ0/v73v1vdTq/X48svvwQAi78aGjhwIKKiolBdXW32QX779u0AgClTpqBZs2Ymt4WGhuLee+8FAGzdutViu4ceegitWrUyua1Vq1YYP348AGDLli1NPk5yDqkDWPaEiVxhmRqtaBgwYtBIOpzs1SaxXy+ZOVWi7s9AyvcKhk5tx7Gg6+F7AEOwREREBhwLktwYoKnD50EbGCoiIiIiIiFUFSj6+9//jqtXr+KDDz4w/kLIktzcXFy6VDdJFxcXZ3Ebw/WHDx82Xnfz5k0cO3bM5nYAcOjQIbvakTZxkth1WQsaMYBku4jOnsaJZCkmlDlBS3Li+4R9OBYkV8P3KrKG40gic1K/LqQKsJNwHAs6LuvEb7Lev1a4cqDGVR+3VoX37sZgERERERE1yl3uDgj1/fffY8OGDXj00Udx9913N7ptRkZdlRcvLy907NjR4jbh4eEm2wJ166tXV1eb3C6kXVVVFXJzcwW1M9xHY198WPJHm4hGbxdaQUHoBGaBX6Ro1XIK/CJF2Y+YWHFCOmIuM+YKhH7p7WoTipYCRBGdPUX/Ej88KogTcjLKSr/icse21LRc6c7Vx4IGWlseVgnEfH8R832F50ciIqI/cSxISpSRVoDI6EC5u+EUDBJpW3jvbgwcEhEREZFFqggUVVRU4JlnnkHr1q3xzjvvNLl9UVERAKBNmzbGNdIb8vPzM9m24b8NtwtpV1JSgtraWkHtamtrUVpaCn9/f4vbVVZWorKy0vj/paWlAICA4kz8brEF2Urqpc7speVJYDnlns5EaM/GA3lqYGlyUqsTjY1VI5IiVETkbK4ePLUHx4LkarT6Hk9ERGQPjgVJyQxBGy0Hixgmcg0MFRERERGRJapY8mzx4sU4d+4c3njjDbRr167J7SsqKgAAnp7WJ6W9vLwAAOXl5WbtGmvraLuGbRtasmQJWrdubbyEhIRY3dZAqQEZV+SKk8Ss7iIfLS6dJmRpM7GXP+Okrby0dPySdDgWdE1SLHepBnxfoqbwvZOIXA3HguJiYEAaWgzduPLSbq6Ky58RERERUUOKDxSdOXMGiYmJ6NOnD5599llBbby9vQHUlRy2xvBrHx8fH7N2jbV1tF3Dtg29+uqrKCkpMV7y8vIANL3kmVIpbbkzpS51Zm91Io+cM3bfJ2mLFsJFtkwcu+oks1aJddyKviSeBO8Zrhg8dRTHgnlm2/AcqGyOBIIYJiISJjwqyHghIm3jWNB8LEjKpaUAjlYeB9mOoSIiIiIiqk/xS5793//9H27evIkPP/wQbm7C8k+GMsLFxcXQ6/UWyxsbShPXL0Vc/99FRUXo0KGDoHatW7eGm5sbamtrTUoeW2rn5uYGX19fq3338vIy+dVSU1idSDilhonUhstNKZ8hnKGmCRZ7JsfFXP4sPCpI1WEsIi3jWNAc34vFp4QlNdX0vk3ycdXxSmOvj/q3uerzI4Xc05l2t9XCktOkHBwLkhqpfRk0homIy58RERERkYHiA0XHjx+HTqfDyJEjzW4rKSkBALz99tt4//33ERISgqNHjyIysq4qTmVlJS5evIjg4GCztllZWQBg3BYAwsLC4OHhgerqamRlZVn84sBSO09PT4SGhiI7OxtZWVm44447rLYz3IcaFPhF2l05xxnCg24g60pzubvhcJhIyc+xVuSeznTJL7XVEixipQ0C6o5XpR+rJA+OBdWLr2kicpSt5xGGi0w5Egpy9H5d8fMXSYNjQVKz+sEcNYSLGCSi+gyVihgsIiIiInJtil/yDABqamqQn59vdjGsUX7t2jXk5+ejoKDuQ09oaCjat28PAEhOTra4T8P1AwYMMF7n7u6OPn362Nyu/v/b2s4RSq9OZOtyZ3kV5l/UiEWq58qVKhOReml5MkXMMBInvklqUr9naDmgyrGg61F72NSREAQRicOVl0TLPZ0pW5iofh/koOXPPq6MY0HxMSDgfIbl0JQa2lFqv0h+XAKNiIiI7DVlyhTodLpGL4bPdUIkJCQ0ub/09PRG9/Htt99i3Lhx6NixI7y8vNC+fXsMHjwYiYmJjj5cmx08eBCjRo1CYGAgfHx8EB0djUWLFll9TtatW9fk49+zZ4/o/VR8oMhQntjS5fHHHwcALFq0CHq9HtnZ2QAAnU6HMWPGAADWrl1rts8DBw4gPT0dHh4eZr9wGjt2LIC6P0hNTY3Jbbm5ufjuu+8AAOPGjbPY7osvvkBZWZnJbWVlZdiyZQsA4MEHH7T5ObDEnoAMwy/iEuP51PLkLymLUr9YV/uEMRFJj2NBcha53pNcNfBAtlPqeE4qYr02XOk1poQgUX1K6gupF8eCpEX1w0VKCPIooQ+kbOG9uzFYRERERHaLjIxEXFycxYvQpa3rCwkJsbq/5s0tr26k1+vx7LPPYujQodi+fTuaNWuGXr16wcfHB8nJyXj77bcdfZg22bBhAwYNGoSdO3fCy8sLPXr0wLlz5zB//nzcdddduHHDehYkKCjI6uOvvzy3WBQfKLLX7Nmz4enpib179yIxMRF6vR4AkJOTg6lTpwIApk+fbvzFksEzzzyDgIAAnDlzBrNmzUJ1dTUAoLCwEJMmTcLNmzcRHx+P2NhYk3bjxo1DVFQUCgsL8cQTTxj/yNevX8cTTzyBwsJCxMTEYPTo0RI/cmpIiupESghneeSckbsLJALDl/4NL1JQ2iSUEsNErjThpERKO0bFpIT3DVfDsSCpAd93iCwT+7Wh9WpFSgsS1afUftkrM6dK7i6QQBwLkpo0DBg5K+CjlEATqQdDRURERGSPf/zjH0hKSrJ48fS0fa5w6tSpVvcXGhpqsc3cuXPx0UcfISYmBkeOHEFeXh6OHDmC8+fPo7CwEJ988omjD1Ow7OxsTJs2DTU1NVi6dCny8vKQkpKCjIwMdO/eHUePHsWcOXOsto+Pj7f6+KWoiqvZQFGXLl2wevVquLm5Yc6cOQgJCUGfPn0QGRmJs2fPIjY21mLpKl9fX2zatAne3t745z//ieDgYPTt2xehoaFITk5GWFgYPv74Y7N2zZo1w5YtW+Dn54dt27ahY8eO6Nu3L4KDg7Ft2za0bdsWmzdvtitlJydbly1ztJ0aiDUprJbqRFlXLCc5yXa2BIekDhdpiRKDSSQfTvKQAceCJLemwgtaDjcQOULK14YWX3dq+Lyghj6S9nAs2DQue6ZsUoeMGCQiezFURERERGpz6tQpLF26FIGBgfj+++/Rr18/k9t9fX3x17/+1Wn9SUxMRGVlJYYOHYrZs2dDp9MBADp37mz8vLlq1Srk5+c7rU+NUc6nWAlMnjwZP//8M0aMGIHy8nKkpaUhPDwcCQkJSEpKQosWLSy2u+eee/DLL79gwoQJ0Ol0OHnyJNq1a4dZs2YhJSXF7NdLBjExMUhNTcX06dPRsmVLnDx5Ei1btsSTTz6J1NRUREdHS/lwyQlcLUxEjhMjGCRmsEgpFWCUHALS4kSTmijlGBUTqxPJh2NBeWnx9SwWvteQrfh6Eo+WqhUxqEPUOI4FSWsshYyEho2UtswaqRuXQCMiIiI1ef/991FTU4OZM2ciKMj274SOHDmCCRMmIDg4GJ6enmjXrh3Gjx+P48eP27wvvV6PL7/8EgAwbdo0s9sHDhyIqKgoVFdXY8eOHTbvXwrucnfAEevWrcO6desa3WbgwIHYtWuXzfvu2bMnNm7caHO7kJAQrF692uZ2SlbgF2lTAEZJ1YnEXO5MK2Gi6s49ZL1/ueSezkRozwin3ZeU+3X0cWSlX5F1EkXJYSIitZL7vUUuHAuS0oVHBTEIQmQDZ45R+fp0Lmd+HpP78w45jyuOBTOv+gGolWz/pF4MCZEcDKEiVjwjIiKixmzduhVfffUVSktLERQUhLi4OEyePBmtW7e2a3/79u3D6dOnUVhYiLZt26J///6YPHmy1R9/GD4TjhgxAikpKVi7di1+++03NG/eHAMGDMD06dOtBo3ee+89vPjii9Dr9Wjbti1iYmKQm5uLrVu3YseOHdi0aRPGjh0ruO+5ubm4dKkucxAXF2dxm7i4OKSnp+Pw4cN46qmnzG5PTU3FpEmTcPnyZfj6+uK2227Do48+iogIab530XSFIvqT0qsj5FV0kLsLjVLa8+eRc0buLpAFzlqijL9ENid2SIkTEPLi5B4RycUZoVe+xxBZJsdrQ82vR34mICIiIqVgtSIiIiJqzO7du7Fjxw7s27cPmzdvxowZM9ClSxfs2bPHrv399NNP2Lp1K/bt24dt27bh5ZdfRnh4uMUfnFy+fBkXL16ETqfDvn370L9/f3zwwQf47rvvsHPnTsydOxeRkZH47rvvzNru2bMHL774Ivz9/bFt2zYUFhYiJSUFf/zxB9asWQO9Xo8pU6YYA0JCZGTU/Tjcy8sLHTt2tLhNeHi4ybYNnThxAhs3bsS+ffuwY8cOJCQkoHv37njjjTcE98MWDBSRqJRUnUiJXLWChNY5K0gk5n3KFdhgdSLt4qQWEVHT1BxeINIqNb4u1TruUmu/G8rMqZK7C0RERIrDZdCIiIi0Ta/Xo7S01ORSWVnZaJuIiAi8+eabSE1NRWlpKcrKyrB3714MGDAARUVFGD16NH755RfBfejQoQP+8Y9/4OjRoygsLMSNGzeQnJyM+Ph4lJeXY+rUqWYVag1hH51OhxdffBH9+/dHSkoKKisrcfr0adx3330oLS3FuHHjkJeXZ9J27ty50Ov1WLt2rVkVomnTpmHmzJkoKyvDmjVrBD+GoqIiAECbNm2g0+ksbuPn52eyrUGbNm3wwgsvIDk5Gfn5+aioqMDx48fx2GOPoaamBvPmzcP7778vuC9CqXrJM3IeW5c9UwKxljvTylJnJD4lfCHuzKUDlC6is6eoX+5zGQxzTR3zYi3LBzi2VEVmThXDa6RZWVeaA+BEppoY3k/UGFogZXCF8Yjcrw+O+5yHn1+IiIi0jcugERGpm7uPF9r3i5K7G6Qwfuk5+CMt2WyJsgULFiAhIcFqu9dee83suvvuuw933303Bg0ahCNHjuDll1/G999/L6gfTz/9tNl1AwcOxO7duzFu3Dh8+eWX+Pvf/44RI0YYwzrXr18HANTW1sLX1xe7d+82Bnaio6OxY8cOdO3aFRcvXsTy5cuxbNkyAEBOTg5SUlIQFBSEkSNHWuzPyJEjsWzZMvz4448WH6slFRUVAABPT+tzWF5eXgCA8vJyk+tHjx6N0aNHm1zXu3dvrF+/Hv7+/li+fDnmzZuHxx9/HK1atRLUHyFYoUglAortDy6IFYhpqvqQFqsTKTFMJPVyZ0pffk4plBAmMrC3L5w0aZrck1vOZqh8Ze1i635IeUtmEpE8XO39xBYcj5BSqOV1yjGWMDy3EBERyYvVioiIiLQlICAAJSUlJpdXX33Vrn15enpi0aJFAID9+/ebVeKxlU6nw1tvvQUAyMzMxK+//mq8zdvb2/jvyZMnG8NEBj4+PnjmmWcAwGQJtpMnTwKoCwDdeeedFi+zZs0CAFy4cEFwXw39qaqy/qNhQ+UnHx8fwftduHAhvLy8UFJSgh9++EFwOyFYoUiF6r7ovCnLfUsRGnIkwBIedOP//1JfudRWmSjE+xJDRSrEX/rWEbtKkVY5ayLK0eOSVYqIiLSp4US/4f/VEuhwJoYinEvplYq0EiZy1mcXKavDcaxJRETUNFYrIiIi0g6dTgdfX1/R9nfHHXcAqKsclJWVhdjYWIf2161bN7Rt2xZXr17FuXPn0KtXLwAwCRBFRVmuvtWjRw8AQHZ2tvG6kpISAEBpaSmSk5Mbve/6lYTGjx9vXGatvqSkJJP+FBcXQ6/XW1z2zBCwahh+aoyvry969uyJlJQUnDt3TnA7IRgoIk0SY7kzMapKqC1MRMIo9Yt8e76Y5xIsTVP6xFJjlHCsMuxGRGrDcKp0mno/5bjkT2ode2iBUsd+ShjXiYljRCIiItfBYBERERE15OHhYfz3zZviFFIx7LP+/sLCwuDl5YXKykrjUmINGa6vqakxXteyZUsAQFxcnDEMJMTRo0eRk5Nj9fbIyLriLZWVlbh48SKCg4PNtsnKyjLZVihLj18MXPJM41xhqZXwoBsmFzEoNUwk9XJn1DSlf5Gv5P456xe8UtyPmiY37VmiTGqO9EXOCT2lV8AzYHiViLQkK/2K8eKqXPmxK4Waxn5q5ozxKl9PREREyhHeuxuXQiMiIiIAwOnTp43/7tSpk8P7++OPP3DlyhWz/TVr1gz9+vUD8GdQpyHD9fXDPdHR0QCAM2fOoLa2VnA/srOzodfrzS4GoaGhaN++PQBYrXxkuH7AgAGC77empgZnz54FIM7zWR8DRaQ5YoWKHMHJXZKTrV/M80t2bVBaiKghOfrGCiNEROrmauEiV3qs9TG80zQlj/EcpebHxrEmaQGrhRCRHAzBIoaLiIiIXNeyZcsA1C1DZqlKj63effdd6PV6tG7d2hggMnjooYcAABs3bkR1dbVZ208//RQAMGTIEON1kZGRiImJwdWrV7F+/XqH+2eg0+kwZswYAMDatWvNbj9w4ADS09Ph4eGBkSNHCt7v2rVrUVxcjGbNmmHw4MFidRcAA0Wq4ZHHD/jO4mh1IqnCRKxOJD81fdmtpr5KwZWqFCk9SCQGV5xcJXJlzqpop/Q+kKn64aKGF6VrrO9qehyuRqljPy2SeizL1xeRdZzMJyK5MVhERESkTd9++y1effVVnD9/3uT6kpISzJgxAxs3bgQAzJ8/3+T25cuXIywsDBMmTDC5/vTp0/i///s/k8pGAFBRUYE333wTb7/9NgDg5Zdfhqen6Xe706dPR0hICLKzszFz5kxUVdX9QKimpgZz587F8ePH4enpib///e8m7d5++23odDo899xzWLNmjdlSYllZWXjjjTewfft2W54azJ49G56enti7dy8SExONFYxycnIwdepUY58NlYwAoLS0FBMnTsSRI0dM9lVTU4PVq1dj5syZAIBp06aJEtCqz13UvZGiuMJyZ2JjmIhcVVb6Fc1NmkR09hT9V8PhUUGKmpBQW5Ao93QmQntGOPU+M3OqGAwgkonW3lfIMVK+f9q6byHHppLe70k+Shj7qW28Zy85xolERESkHIZQESunERERacP169fx1ltv4a233kJwcDA6duyI6upqpKWloaqqCjqdDvPnz8fEiRNN2hUXFyMnJwdhYWEm11dXV+PDDz/Ehx9+iMDAQISGhgKoW5Lsxo261YumTZuGV155xawvPj4+2L59O+655x58+OGH2LRpE7p27Yrs7GwUFBSgWbNmWLVqlXGZM4Phw4dj5cqVmDlzJp588knMmjUL3bp1g06nQ15eHvLz8wEAH374oU3PTZcuXbB69Wo88cQTmDNnDlasWIGgoCCcOnUK1dXViI2NRWJiokmb2tpabNq0CZs2bUKbNm3QpUsXuLu7IyMjA8XFxQCA+Ph4rFixwqa+CMEKRUQiUcsyZwwn2UeNX+Srsc9qoJQJcrX+fe3tt1yTeVlXmstyv7Yo8IuUuwtERKrCakFkCznHfmod7ymRVK9rLntGREQkLi6HRkREpA2xsbGYO3cuhgwZgmbNmuHUqVNIT09HcHAwJk+ejIMHDyIhIUHw/sLCwrBo0SLEx8ejZcuWOHv2LE6ePIm2bdviwQcfxJ49e7BmzRrodDqL7fv27Ytff/0V06dPR4sWLXDixAkAwNixY3HgwAE8/vjjFts999xzOHHiBKZPn47AwECcPn0aGRkZCAgIwMSJE7FlyxZMnjzZ1qcHkydPxs8//4wRI0agvLwcaWlpCA8PR0JCApKSktCiRQuT7Vu0aIGlS5di9OjRCAgIQGZmJk6cOAFvb2888MAD2Lx5M3bv3g1vb2+b+9IUVigi+v8cqU4kZZiIASBxuOqvXW35pS+rFAkn96/VXXVyyd5jVM4qRXkVHVgxkEilpHoPISL1kXvs5yqkrlKkxc87RI7gZD0RKR2rFhEREalXSEgIFi9ebHO7hIQEi0GjNm3aYN68eQ71qXPnzli9erXN7WJiYuxq15SBAwdi165dgrb18PDA7NmzRe+DEKxQpBLlv52zaXtOXmoDw0QkBlcNn0iNkxH2k+OYdCQUwCpFRERExLGfc6jxswvDp0RERNJixSIiIiIi+TBQRARlVidSSpgoPOiG3F0gJ5Lyl9dyfdEuV2UaapwcS5/JFSrKq+hgd1sikhffQ4ioPmeGitQYrBGLlI+dS58R1dHixHxkdKDFCxFpB4NFRERERM7HQBG5PIaJyBXY8qW8FpdzkGpCmL9UdwxDReJilSLSAgZ4iEjpOP5zDoaKiEgIIcEhhoqItIfBIiIiIiLnYaBIhTjRIh6GiWzH40+9lBAqkvNLdoaKtEWNoSJnYKiIlEJL50aOfRynxbAyuTYtneOUjKEiImloZRLelqAQqxURaZNWzmdERERESsZAkUblVXTgEitNYJiIqHGc/BOOy1/Yz5HHI1eoyF58XyYiIiKyDUNFRGSJveEghoqItIehIiIiIiJpMVCkEldSs+xqx8lLy5QWJvLIOcMwkYRCe0bI3QXFsPULea2FiqSsMsFfqttPbaEiLn1G5HpYpYiIGuLYz3kYKiISjxYm3h0NBTFURKQ9XAKNiIiISDoMFLkAVisy5UiYSApyBInEvE9+ka4+coeK5P5ynaEiZWKoiIiUjqEiInIWrVWkFANDRUQk5rJlXAKNSJsYKiIiIiISHwNFLoQTmI6HicSsTsSqRCQnuUNFWsZQkf1cKVQkNVYpIpIGQ0W24xiCtIzjPudiqIjIMWqeaJcq/MNgEZH2qPlcR0RERKREDBS5GFeuVqS0MJFWcXkx7dLShCAnhJXL0VCRvcepsyd7XPW9mEgL+B5CRCQfNYaKiJRArRPszgr8MFREpC1qPecRERERKREDRS7K1YJFSgkTKbUqkZhhKVIPe76M19KX7Fz6TLkcnShyZqhIyUufsUoRERERaZHaQkWsUkRyU+PEuhyVg1itiEhb1HjuIyIiIlIiBopcnNzBImfct5LCRERK4+qhIlIuVwkVEZE6sUoRERkwSC4PNYaKGCwiEkbuUI/c909E4gnv3Y3BIiIiIiIHMVCkEtlf50m6f7mDRVJRQphIqVWJGuPo86YkXIKtaXKEipTyZTqrFCmbXKEiu+7LzlARqxQRSSM86Ibk96HkUFFEZ0+TCxGph5RBGa1RW6gIYLCInE9NE+lKqhCklH4QkTjUdC4kIiIiUhoGisiEloJFSgkTEZGyqWmi1RUnmOQIFTl7kkcr77tErkgJ7yENw0OW+sRwERFplRpDRYByfmBB2qamCXQlBniU2Ccisp+azolERERESsJAEVnkjGCRlPtnmEhczviVP8mLS5+RkqklVOTI0mdSvieyShG5GmePW5wZ1BESHhK6DyIirVBzqIjBIpKKWibOlVSVyBIl942IbKeWcyMRERGRkjBQRI1SW8WiEO9LDBMR2cmVQ0VSTaxy2TPxqCVU5Ag1vd8SkTkx30ssBYfEfq9iqIiItCT3dKZkwSKpP/MYgkXWLkS2UsuEuVrCOmrpJxEJo5ZzJBEREZFSMFBEgogZLJIipCRGkAhwPEzkkXPGJcJEnIDSLoaKSMnUECpypEqRlFiliMg5HKkYJMeyZHzvI1IWV1zeVmxqDRU1hmEjsiQjrcDi9WqYKFd6VSJL1NZfImqcGs6VRERERErhLncHSF0sBYEsBXmcVWVBjBCRgRhhIqUoT/8NAOAT5dofjkJ7RsjdBSISWe7pTIde21npVySvHJV1pbndSy7lVXQQ9b2NSC7OeK0pVcOQTv0JXyUGeCI6e0o2Ka2V0DFRU8Kjgni8K4ij40VrlPjeZun8rcT3GnIONUyQqzmYExkdaDXIRUTqE967G7JO/CZ3N4iIiIgUjxWKVMjeSUqpGCoO1b+IxVB5yNpFLFoMEzX8d0NK6jMpi7OqFCnxF7VSfPku1qQDf7H+J2dXKtLK0mesUkSuRiljZjkqD9lKyX0jIrKHFisVCcVKRq5J6WEiNVYlskQLj4GI/qT0cycRERGREjBQRIojRWCoMVoNEzmT0n6lSY5jeIWULvd0pkPHqdShIkeXPnNWpT8iIiIirXLlUFFDDBdpm5InxLUSJKpPi4+JyJUp+RxKREREpAQMFJFiODNEZOBomEgpytN/czhMpJXngsRj6xfwavxi3RJWaVAXhopswypFRGQN3//IwNHQLpGSMFRkLjOnCufzGCzSCqVOhLtC6Ebrj09sWSd+s3ghUgKlnkuJiIjU7quvvsLTTz+N2NhYdOjQAZ6enmjTpg0GDhyIFStWoKrKts+m+/btw4wZM3DHHXcgODgYXl5eaNWqFWJjY7Fo0SKUlZVZbJeSkoLZs2fjrrvuQmhoKHx8fNCiRQvExMRg9uzZyM/PF+Ph2uzgwYMYNWoUAgMD4ePjg+joaCxatAgVFRUWt1+3bh10Ol2jlz179ojeTwaKyGWJEaCRuzqRkCCRXFWL5BbaM0LuLmgCJ5NIDZwZKnI2VioiImdiqIjqv6cyWORcfK6lw1ARaZUSJ8BdIUhUnys9Vkc0FhxiqIiUQonnVCIiIrV75513sGrVKpw+fRo+Pj7o1asXWrZsiYMHD+Jvf/sbBg4ciOLiYsH7W7t2LVauXIlffvkF7u7uuPXWW+Hv74/jx49j/vz56NWrF3Jzc83abd++He+88w4OHDiA2tpa9OzZEx06dEB6ejreeecd9OzZE8ePHxfxkTdtw4YNGDRoEHbu3AkvLy/06NED586dw/z583HXXXfhxo0bVtsGBQUhLi7O4sXPz0/0vjJQRIqgxspESggTScnZfxPSBq18qc4JVfVx1iScs6sUAeKHililiIiILLH2XspgEWmBVMexVj7/EDnK1YJE9bnq4xZKSGCIoSJSCoaKiIiIxDV9+nTs27cPZWVlyMrKwtGjR/H777/j4MGD6NSpE44dO4a5c+cK3t+YMWPwzTffoLS0FDk5OTh69Ciys7Nx6tQp3HrrrTh//jyeffZZs3Z33303tm/fjqtXr+L333/HL7/8gnPnziEzMxNDhgxBYWEhHnvsMTEfeqOys7Mxbdo01NTUYOnSpcjLy0NKSgoyMjLQvXt3HD16FHPmzLHaPj4+HklJSRYvAwYMEL2/DBQRqYwYy5tJjdWBtIUTSI4LjwqSuwsuwd5jVelLn0nhjzY8T6tNQLHp8c3zCklFzFAtj1N1EBq0YJUX0gKGiojEx0ANnwNrbAkKMVRESsFQERERkXimTJmCwYMHw8PDw+T622+/He+++y6AumXRhBo3bhyGDRsGHx8fk+ujo6OxZs0aAMD//vc/syXD7rvvPowZMwa+vr4m13fu3BkbN26ETqfD6dOnkZHheEESIRITE1FZWYmhQ4di9uzZ0Ol0xv58/PHHAIBVq1bJthRbQwwUkexYnUg4e4NESg8gkfLZ8sW7LV+o2xrMcCZWKVInpYaKHMWlz4iISAq2vm8yaE5aIFWoiMEicjWuXJXIEj4XjmOoiJSCoSIiIiLpRUVFAUCjS3vZs7+amhpUVlYKbhcUFGRcJsxaX44cOYIJEyYgODgYnp6eaNeuHcaPH2/XMml6vR5ffvklAGDatGlmtw8cOBBRUVGorq7Gjh07bN6/FBgoUhklT76rgVrDREqoShQeJM4J3RlYIUkanEAitbB3SQspJ4GUuPQZkStQ0/hFSRiq1T4uY0aujhW3iBzD8IxlfF7+ZG84iKEiUgqGioiIiKR18OBBAECfPn1E3V94eDhat24tuN1vv/2Gq1evolWrVoiMjDS7/b333sPtt9+OzZs3o6KiAjExMaipqcHWrVsxYMAAbN++3aZ+5ubm4tKlumIrcXFxFrcxXH/48GGLt6empmLSpEkYMmQIRo8ejYULFyIzU7rv+RgoIpchRphIDlIGieSqtKRGDCnZhl+ki4sTfvaR+nmTY+kzhoqIiMgRYgSJOC4hrWCoiMh2rErUND5HDAWRdjBUREREJK6amhr8/vvv+OCDD/DSSy+hRYsWWLJkid370+v1uHz5MjZs2IApU6bA3d3duJRaU/744w/s3LkTI0eOBAAsWbIEzZubzuHs2bMHL774Ivz9/bFt2zYUFhYiJSUFf/zxB9asWQO9Xo8pU6YYA0JCGJZV8/LyQseOHS1uEx4ebrJtQydOnMDGjRuxb98+7NixAwkJCejevTveeOMNwf2wBQNFJCtnLXcmVpjImQEcJVQlImrI1SaQWKFB/Ww9ZpW+9BnAUBFRYyxVJGKVIvu4wnugIVxj6aJFYj4usZ8jVw9gaPWYUwOGioiEc/WQjK34fNmPgSRSEoaKiIiI6uj1epSWlppchC4ttnz5cuh0Ori7uyMkJATPPfcc7rnnHhw6dAj9+/e3uS9fffUVdDod3Nzc0KFDBzz66KPo1q0b9u/fj1GjRlltd+LECeh0Ouh0OgQGBmLUqFHw8fHBrl278Nxzz5ltP3fuXOj1eqxduxZjx441uW3atGmYOXMmysrKsGbNGsF9LyoqAgC0adMGOp3O4jaGJdgM2xq0adMGL7zwApKTk5Gfn4+KigocP34cjz32GGpqajBv3jy8//77gvsilLvoeyRSGLWGiaTYp09U4x+AAosyUOBnXs7NkojOnlyCz0Xlns5kxSZSFVuP2az0KwiPCpKkL1lXmosSbsir6OC0UC4RkRY1FSIw3K6FMQ/DKkSNk+r1LuWYksjZGI6xT2R0IDLSCuTuBhE5KLx3NwbdiMhl6Ly84dnzFrm7QQrjUa7DH18lmy0ltmDBAiQkJDTZPjg4GHFxcaiurkZOTg7y8/Oxb98+bNy4Ea+//jqaNWtmU3/8/f0RFxeHmpoa5OXl4eLFizhy5AjWr1+PPn36wMfHx2K7li1bIi4uDnq9HhcvXkReXh5OnTqF9evXY+DAgWjbtq1x25ycHKSkpCAoKMhYxaihkSNHYtmyZfjxxx/x2muvCep7RUUFAMDT0/qPOb28vAAA5eXlJtePHj0ao0ePNrmud+/eWL9+Pfz9/bF8+XLMmzcPjz/+OFq1aiWoP0KwQhFpmhqXOWNVIsdoYdJHK4T+KpfBNHIGKSsVybH0GcBKRUS2YJUi+2i1SpEt7wlqD+NI2X+1PzdEDUlxTGelX2G1IlI9hokc42pLoIkVumB4g5SGlYqIiMjVBQQEoKSkxOTy6quvCmo7fvx4JCUl4fDhw7h8+TIOHTqEsLAwvPnmm3j++edt7sugQYOQlJSEgwcP4vfff8fp06dx++23Y9WqVWaVhOrr2rUrkpKSkJycjPPnz+P8+fMYM2YMtmzZgsGDB+PmzZvGbU+ePAmgLgB05513WrzMmjULAHDhwgXBfff29gYAVFVZn1cyVH6yFoyyZOHChfDy8kJJSQl++OEHwe2EYKCINEvMMJGzqhMxTERqwQkkIlP2hIrECBblVXRgsIhIIIaK5KG06hz2jGHUugyaGvtMJDcugUb0J1cLwkiNz6XtGCoipWGoiIiIXJlOp4Ovr6/JxVBJx1YDBgzA119/DS8vL6xatQo5OTkO9a1Hjx7YtWsX2rVrhz179iApKUlQu5CQEGzatAm9evXCyZMnsWnTJuNtJSUlAIDS0lIkJydbvBw7dgyAaSWh8ePHWwwfGRiWMysuLoZer7fYL8NSZ4ZthfD19UXPnj0BAOfOnRPcTggGikiT1FiZSIlsWU5HaZNFpAz84vxPfI3IT8oqRYB91bZYrYjIuRgqcm2OBgXUEixyZj/V8Hw4A8e82iJlqIjHCqkFwy/S0HpIiwEgcgUMFREREYmjY8eO6N27N2pra5Gamurw/lq0aIHBgwcDAFJSUgS3c3Nzw7Bhw8zatWzZEgCMS6Q1dsnOzja2O3r0qMXwkUFkZCSAuipEFy9etNinrKwsk22F8vDwAACTSktiYKBIxcSqbqA1DBNZxwpIROTqtB4qYrDIdXBC0n4MFdlGq8ueOULJIRol960prnpeU/PfTMuk/LsYgkWuesyT8mk58KIUfI6FY0iJiIiISLsMwRexAjD27s9Su+joaADAmTNnUFtbK3hf2dnZFkNHBqGhoWjfvj0AmASN6jNcP2DAAMH3W1NTg7NnzwIAOnXqJLidEAwUaYAhWGTp4mrUHibyidLOLxxCe0a4xH26MjG/ZLcnhEFkL6WGilitiMgxtgSFwoNuMFjkYsQOByitWpGc/VHS80AkJmcc2wwWkdIw6OI8Wq9WRGQrw2uisYtSsEoRERGR47Kzs42ViXr16uXw/kpKSrBv3z4AQO/evQW3u3nzJnbv3m3WLjIyEjExMbh69SrWr1/vcP8MdDodxowZAwBYu3at2e0HDhxAeno6PDw8MHLkSMH7Xbt2LYqLi9GsWTNjpSaxMFCkca4SNAosylB9mEgNOPFG9uAX5KQFzggVAeIFi1itiEgYQ7CIYxyylxLCNEroA5FWOSusx6pFJDelTda7Ej7vTWOVIu2xNyykpHMVQ0VERESNO3bsGBYsWGBcvqu+PXv2ID4+Hjdv3sTw4cMREfFnwYjly5cjLCwMEyZMMGlz8eJF/O1vf8Pp06fN9nfo0CEMGzYMV69exS233IK7777b5PYpU6bgyJEjJpWCAOD06dMYNWoU0tPT0b59ezz44IMmt7/99tvQ6XR47rnnsGbNGrPKR1lZWXjjjTewfft2YU/K/zd79mx4enpi7969SExMNPYrJycHU6dOBQBMnz7dWMkIAEpLSzFx4kQcOXLEZF81NTVYvXo1Zs6cCQCYNm0agoODbepPU9xF3RuphrXJSjVOpmgtSOQT1Y1LkylUaM8ITtg0kHs6k5WhSJWccexm5lTZvVRQ1pXmorwn51V0QIj3JYf3Q/LzyOPYQGqWXnNaDOLbI6Kzp6qrCUo9fjPs39ljIiWNS115TMgAiGtw5jFe/5gKjwpyyn2Sa1PK5LwrM/wNMtIKZO6J/aQO/WSd+I0BDhUT+zyjlNdMeO9uDLwRERFZUVZWhtdffx2vv/462rdvj06dOqGqqgq5ubkoLi4GAPTr1w+ffvqpSbvi4mLk5OQgLCzM5PqqqiqsWLECK1asQNu2bREWFga9Xo+8vDz88ccfAICIiAh8+eWXaNasmUnbTz/9FJ9++ilatWqF8PBwuLu748KFC8jPz4der0dQUBB27twJX19fk3bDhw/HypUrMXPmTDz55JOYNWsWunXrBp1Oh7y8POTn5wMAPvzwQ5uemy5dumD16tV44oknMGfOHKxYsQJBQUE4deoUqqurERsbi8TERJM2tbW12LRpEzZt2oQ2bdqgS5cucHd3R0ZGhvH5jI+Px4oVK2zqixAMFJEJS5MmUoWMxJjg1FqYSA4eOWdQ3bmHXW2VNLnkqhMYRGQ/WyeGstKv2Dyp42ioCHD8fZihIiL7WXv9yRk0svWcwFCU8zgzWKSkMJGY7HmvVTOt/h21So7gHMNFZElUFzdkpMndC5KCUkISRGJwRlgxMjqQrxciIiKF6tWrF1asWIHvv/8ep0+fRnp6OqqqquDv74877rgDDz30EB599FG4uwuLq7Rv3x7//ve/8f333+PEiRPIzMzE9evX4efnhyFDhmD06NGYPn06fHx8zNquX78e33//PY4ePYq8vDyUlpbC19cXAwcOxPDhw/Hss8/Cz8/P4v0+99xzuPvuu7FixQr88MMPOH36NLy8vNCpUycMGTIEY8eOxfDhw21+fiZPnoyuXbtiyZIlOHDgANLS0hAeHo6JEyfi5Zdfhre3t8n2LVq0wNKlS3HgwAGcOnUKmZmZKC8vh7+/Px544AFMnjwZ48ePh06ns7kvTWGgiJrUcBJCKVWMnBUm8sg545T7qY9VikhNhHyxLmRyyJHgBZGzODtUBIhTrciw/BmDReRMWg4GKGU8LIShr44Gi5QUJFc6qYNFDKEQyUeuimQAw0UkDVYnUiaGJCxjlSJ1cPZ5Re7XC6sUERERWebn54cZM2ZgxowZNrVLSEhAQkKC2fXe3t546qmn8NRTT9ncl8ceewyPPfaYze0MYmJisHr1arvbWzNw4EDs2rVL0LYeHh6YPXu26H0Qwk2WeyVVU8KvnFmZSJn4pSYRqY09k7L2LG3i6CS8WO+9hmARkdaoKeAjFzmfI1cdI+aezhQ1/CP2/sSm5L4RiU3u4z0r/QqX2yOHMUykbJHRgfwbkaq48jHLoBsRERFpmaAKReHh4aLeqU6nQ2Ymv2xUM7GWYbGHq4SJpKpSVJ7+G3yirH/ICSzKQIFfpCj3FdozQvYvWq0JjwriF7BEBMC+5SvkqlQEiLMEWhuUObQPIqmwWp20woNuKOLHAc6khLGoGBVNlPA4yBw/T7g2OasVGbBqEZH2cRk0UgO5g0RyVykiIiIi0jJBgaLs7GxR71SKtdtIHmIsw0LkKFu/wDV80cpQkXi47BmpnVpCRYA4770XKts71J6I1MsVQ0VKUT8UJPQ9R21BInveT4nUTinHveGzLYNFJITck/9kOwYm6nDZM2VR0rlE7tcIlz4jIiIirRIUKAKAfv364YsvvnD4DsePH49jx445vB9XFD4yFAfl7oQFzgwVuUp1IiUJ8b6k6SVyGCoiIgNnhooAKKJaERG5JntDRRGdPR1ewpHqWAsXqS1AJAV73lvViH9rbVFCtSIDBouoKUoKAJBtWK2IlESJ5xKGioiIiIjEJzhQ5OXlhc6dOzt8h15eXg7vg1yTHGEij5wzTr9PpdPir9oZKhKHUn6ZS+Rs9k58KqVaERERyUtrwRKOCcmVMVhERM4gd2hCbqxSRERERETkPG5CNho5ciTuuusuUe5w0KBBGDlypCj7IuXQWsBEKXyilP/hWO7lqZTwRS0Jx+AWKZ29k7r2HttiVPrge7DrUkMIged95XKFMKIaXiOkXjy/UWOUdP7JSr/C45WMlFhRhOwTGR3IvyeRBXK/Lhh2IyIiIq0RFCj66quvsHjxYlHu8M0338SXX34pyr7IdTi7OpFHzhlWJ7KTWn/9qNZ+axGXUiG5yREqcvS4z7rSnMEijSv/7ZzF63NPZypq0pK0T+4wORGRWijtPZrBInXrVJ3l8D7knmQnabhqsIjLSlFj5H5NMFREREREWiIoUEQkhBYmMhkkEp+UFYTkqE7EikiNU9IX5kSOcHaoCGC1InKMYdKS52GyhStUKSJ58FzUOD4/rkVp788MFRFpk9wBCiKl4WuCiIiISBwMFKlI+z5d5e6CLKSqTmQID9W/kPY1VomIVYqcg19gk1owVERqpbRwEc/7RGQrnjdIi5T03pz9W4HcXSAn48S6a3C1akWsUkRNkfP1wCpFREREpBXuYuykuLgY58+fx7Vr16DX661ud9ddd4lxd0SN0lowyCeqG8rT+QHZWcKjgjiB4aDc05maqeTE5dfI3uM5K/2K3SFFw3HnyLJCWVeas/IIATAPxmnl/EzUFKVM2rsyLY0JG+LnBXKE4fyk1dcHEckvMjoQGWkMDhIB8r4ewnt3Y/CNiIiIVM+hCkU//PAD7rjjDvj7+6Nv374YPHgw/vKXv1i8DBkyxO77+eqrr/D0008jNjYWHTp0gKenJ9q0aYOBAwdixYoVqKqyPuF78OBBjBo1CoGBgfDx8UF0dDQWLVqEioqKRu/zzJkzeOSRR9ChQwd4e3sjIiICL730EoqLixttd+HCBTz11FMICQmBl5cXQkND8fTTT+PChQv2PHTVEbsqgq3VibQWJiLr+OWrtjHI8ydOiMpPjkpFgOOvg6wrzTVVrYjjwbqQsaPqVy9SUqWE+vge4Fz2hA8dCTwSEVEdpb4PKxXHgvZzpYo19CdnVytiNRbXw9CaMHxtEBERkdrZHSj6+uuvMWzYMBw+fBheXl6IiorCoEGDcNddd1m8DBo0yO5OvvPOO1i1ahVOnz4NHx8f9OrVCy1btsTBgwfxt7/9DQMHDrT4YX7Dhg0YNGgQdu7cCS8vL/To0QPnzp3D/Pnzcdddd+HGDctfnu/btw+xsbH4/PPPUVNTg549e+Ly5ctYtmwZYmNjkZ+fb7FdWloabr31VqxevRplZWWIiYlBaWkpVq1ahV69eiE9Pd3u50BrQrwvib5PhomI1EMNv+oWe0JbDY+ZrFNrqAjQzhJoHA9Kx1LIiBOcJDYuLUtakJV+xeH3dp5fqSEeE8JwLEhkH60Hylj9hYTQ+uuAiIiISEp2B4rmz5+PmpoaPP3007h06RJOnz6N/fv3Y9++fVYv9po+fTr27duHsrIyZGVl4ejRo/j9999x8OBBdOrUCceOHcPcuXNN2mRnZ2PatGmoqanB0qVLkZeXh5SUFGRkZKB79+44evQo5syZY3ZfZWVlePjhh1FeXo4ZM2bgwoULOHbsGHJzcxEXF4esrCxMmzbNrF1NTQ3Gjx+Pq1evYty4cbh48SKOHTuGCxcuYOzYsSgsLMTDDz+M2tpau5+Hhr9Kz8ypMrlojdDqRB45ZzQfJhKjIoGW2FudiBNZziPGl+Jynte0eE4lx8kZKmK1Io4H5SBmyIihSnI2VrNUBq2cN8QIEhE1hmHepnEsaB9OohMR1ZHzfMgqRURERKRmdgeK0tLSEBAQgA8//BCtW7cWs09mpkyZgsGDB8PDw8Pk+ttvvx3vvvsugLrSx/UlJiaisrISQ4cOxezZs6HT6QAAnTt3xscffwwAWLVqldkvij766CMUFBSgR48eePfdd4336e/vj88//xzu7u7YvXs3UlJSTNpt374daWlp8Pf3xyeffILmzesm7Vq0aIF169bB398fv/76K3bs2CHOk2KB1gNGligpSFTduQeqO/eQuxuSaFhRquHSGA2XvWgY3OGEDlmixEkZVzp/kn3kChUBrFbE8aAycLJTm+xZ9ozIFTBIRM7GYJF1HAsS2U/rwTJWKSKhGCoiIiIisp3dgSI/Pz907txZzL7YJSoqCgBMShTr9Xp8+eWXAGDxF0MDBw5EVFQUqqurzT7Eb9++HUDdFxXNmjUzuS00NBT33nsvAGDr1q0W2z300ENo1aqVyW2tWrXC+PHjAQBbtmyx7QE6QOsBIyWEiQwhovpBIqmCRc6sUiS0OpQclBBOUkIf1EBtX4Rr8TxJyiLGpKSrh4qs4XjQudR2fidpNAyUE1mjtipFhvdrKe6b508SiseKbTgWtEzrIRKyDY8Hojp8LRARERHZxu5A0dChQ3HmzBlcv35dzP7Y7ODBgwCAPn36GK/Lzc3FpUt1FVXi4uIstjNcf/jwYeN1N2/exLFjx2xuBwCHDh2yq52tHPni3lkBIy1OVDYkJDSk5YpFasTlztTJGSEfrYYuSTqOTvAoYQm07AJtvVe72niQiIjEx2pEpDSsViQcx4LmOGFOlkh9XLACi+vJSCuQuwuqwtcIERERqZHdgaKFCxeiRYsWePrpp1FRUSFmn5pUU1OD33//HR988AFeeukltGjRAkuWLDHenpFRV13Fy8sLHTt2tLiP8PBwk22BurXVq6urTW4X0q6qqgq5ubmC2tW/D1uJHU5RcvWipirkKKE6kVBi/t2cWaVIiZxVGYjhI+cRMmkj1TnKmec/eyenOIGgXHKHigBW1XLV8aBS2PMasOW4t/X4doVAu9S0uOwZq0oqh1KrFElZjaghjuvIXjx2LHO1sWDLC2k2bU/karjsGdmCS58RERERCedub8PQ0FD89NNPmDx5Mrp27YqJEyciIiLCuD64JZMnT7b37gAAy5cvx9///neT60aPHo1FixYhJibGeF1RUREAoE2bNsb10Rvy8/Mz2bbhvw23C2lXUlKC2tpaQe1qa2tRWloKf39/i9tVVlaisrLS+P+lpaUWtxNbw0kbLmFgnT0BoerOPVQVglIiTgipU+7pTFH+dpk5VaKdl1w9hEHicfT4zkq/4nCAUczXhlpofTwo11iQyBnCo4JYAYbsIsZ7Zv19EamNIVTEz8UcCwJA+vlai/s3YHUiakxkdCCryhCBrwUiIiIioewOFAHAkSNHkJeXh0uXLuHdd99tcntHA0XBwcGIi4tDdXU1cnJykJ+fj3379mHjxo14/fXXjeuaGyomeXpan2Dz8vICAJSXlxuvq19pyVpbR9s1bNvQkiVLsHDhQqu3O0v9CXelTVQymCM+j5wzki/PFtozQrZfVrLikLIJnSByNDjBIBFJQYxQEeDYecpwbCvt/VoqWh8PKmUsKIRYoVEicg1yB3EZJCIt4Hsvx4KNccUgUVSXpovvNxXAckUMUhDVkeu1EN67G6tqERERkWrYveTZ5s2bMXnyZFy6dAmdOnXCsGHD8Nhjj2Hy5MlWL44aP348kpKScPjwYVy+fBmHDh1CWFgY3nzzTTz//PPG7by9vQHUlRu2xvBrHx8fH7N2jbV1tF3Dtg29+uqrKCkpMV7y8vKsbussSl4aTU3ECuxIseyZFGEiMUM8jnxhKlWYyNW/xLWFmEEyW89DSjh/cfJK+8Q4xrkEmnBaHw8qcSxIZI0agowcs2mLLe+X9Zczk3s8xiWrSEyufjxxLGgZw0SNbyd0W3Icl3NyPQynERERkSXnz5/H6tWr8eSTT6JXr15wd3eHTqfD4sWL7drf5cuXsX79ejz//PPo378/vLy8oNPpMH369EbbFRcXY/PmzXjxxRdx5513onnz5tDpdLj33nvt6odYDh48iFGjRiEwMBA+Pj6Ijo7GokWLTH6sUt+6deug0+kavezZs0eSvtpdoWjJkiXQ6XRYsmQJXnrpJbi5Of+D2YABA/D1118jPDwcq1atwiuvvILOnTsbSwgXFxdDr9dbLG1sKEtcvwxx/X8XFRWhQ4cOgtq1bt0abm5uqK2tNSl3bKmdm5sbfH19rT4mLy8vk18s1VfgFwmUWW3qFEIrhGRdaY7woBt23UdgUUbTG8nE0eCNWEuf+UR1Q3m6sn7FENHZs8nJbHuqFMk1CcQlOZzLll+cN3Ye0lKgwtUnCtRGjF+Li7UEGqCOSX6xaG082NhYUIlYKUFbwoNuIOuK9SWsiRwl9fslx+/kKvj++ydXGguWdYqx+L0gw0S2t2HVIiIyYJUiIiIiaaxYsQIrVqwQbX+bNm0yW/5aiP3792PChAmi9UMMGzZswOOPP46amhoEBwcjJCQEp06dwvz587Fr1y7s378fzZtb/o42KCgIkZGRFm+ztvy2o+xOAf32228IDg7GnDlzZAkTGXTs2BG9e/dGbW0tUlNTAcD4JFZWVuLixYsW22VlZZlsCwBhYWHw8PAwuV1IO09PT4SGhgpqV/8+yHZaWO5MyZWKnEHol56hPSMc/oKUS51pV/3KQ0qoQmQNJ7Vci1IqFQHaCtcJ4QrjQZ9uXW3aXqmkPC8yCKMOcozPOOmuPQ2rDymhCpE1DImTVHhs/ckVxoLWMExk/z5cvXKRFo8dhjPIXnK9HljRi4iItCwgIAAjRozA66+/jm+++Qbjxo1zaH++vr647777MHfuXOzYsQMvvPCCoHY+Pj6466678NJLL+GLL77Am2++6VA/HJWdnY1p06ahpqYGS5cuRV5eHlJSUpCRkYHu3bvj6NGjmDNnjtX28fHxSEpKsngZMGCAJH22+1OTv78/2rVrJ2Zf7Hbz5k2T/4aGhqJ9+/YAgOTkZIttDNfXf2Ld3d3Rp08fm9vV/39b26mRq01SSkHOUJGQNgV+lpONYmlqUkeMSR9nTFZxcko4ftltGz5f6qW0UJErvWdzPCgfqc5ZrnT8kvQ4blMOjnOIxMPX059ccSyoxUBIU6QIADFcRESAa55TiYiIpDRv3jzs2rULr732GoYNG4aWLVs6tL+pU6di7969WLx4MUaOHIm2bdsKanf//ffjxx9/RGJiIsaPH2+xCq0zJSYmorKyEkOHDsXs2bON1XQ7d+6Mjz/+GACwatUq5Ofny9lNE3Z/UvrrX/+KU6dOobCwUMz+2Cw7O9v466NevXoBAHQ6HcaMGQMAWLt2rVmbAwcOID09HR4eHhg5cqTJbWPHjgVQtw5dTU2NyW25ubn47rvvAMAsRWdo98UXX6CszLT+cFlZGbZs2QIAePDBB21/kKQIYoWAxN6fT1Q3QSEhoduJqbFQj6VJHTGqEjV1v3Lsh4RR6q/K7aW1x0PCiRUqYrUi4TgeJCIiJWLYg5yBxxnHgq7CGYGf+uEiVwgYSRWgYNUV1yPHkmFawdcLERGRsh05cgQTJkxAcHAwPD090a5dO4wfPx7Hjx+3eV96vR5ffvklAGDatGlmtw8cOBBRUVGorq7Gjh07HO67WOz+ZLR48WKEhIRgwoQJkiakjh07hgULFlgsF7xnzx7Ex8fj5s2bGD58OCIi/gwizJ49G56enti7dy8SExOh1+sBADk5OZg6dSoAYPr06cZfKxk888wzCAgIwJkzZzBr1ixUV1cDAAoLCzFp0iTcvHkT8fHxiI2NNWk3btw4REVFobCwEE888QRu3LgBALh+/TqeeOIJFBYWIiYmBqNHjxbtuZGTK0xOOoOYIaXGwkKN3WZvH8KDbtjVrr764SGxfjXOEJC6aSWE48jj4ISANoj1d2S1ojocD9YRO9wsJp67SA1YpUg5XOGc4QqPkZRD68cbx4IkV7inYcDIFUJGRK6MVYqIiIiovvfeew+33347Nm/ejIqKCsTExKCmpgZbt27FgAEDsH37dpv2l5ubi0uXLgEA4uLiLG5juP7w4cMWb09NTcWkSZMwZMgQjB49GgsXLkRmprTfCdj9Kej999/H8OHD8dNPPyEiIgLjx4/HK6+8gtdff93iZdGiRXbdT1lZGV5//XVERESgQ4cO6NevH3r16gU/Pz/Ex8cjPT0d/fr1w6effmrSrkuXLli9ejXc3NwwZ84chISEoE+fPoiMjMTZs2cRGxuLxMREs/vz9fXFpk2b4O3tjX/+858IDg5G3759ERoaiuTkZISFhRnLTdXXrFkzbNmyBX5+fti2bRs6duyIvn37Ijg4GNu2bUPbtm2xefNmuLnxg6e9PHLOCN62PF09a2aLHSpqGB5ydlUiW4lVlQiQJ0zEiSnhtP4lt4FWQlHkOKWFigD1Bos4HtQWnidJThy7EZFWafnzFseCpCRaCxmxShGR/Ph6ISIiUp49e/bgxRdfhL+/P7Zt24bCwkKkpKTgjz/+wJo1a6DX6zFlyhRjQEiIjIwMAICXlxc6duxocZvw8HCTbRs6ceIENm7ciH379mHHjh1ISEhA9+7d8cYbb9j4CIWz+xNPQkICVq5cierqaty4cQPbtm3D0qVLkZCQYHJZuHCh8d/26NWrF1asWIGRI0eiRYsWSE9PR3p6Onx8fBAfH49PPvkEBw4cQEBAgFnbyZMn4+eff8aIESNQXl6OtLQ0hIeHIyEhAUlJSWjRooXF+7znnnvwyy+/YMKECdDpdDh58iTatWuHWbNmISUlxeyXSwYxMTFITU3F9OnT0bJlS5w8eRItW7bEk08+idTUVERHR9v1HBjkVXQwqQoj5nIo9lDqhKQhTKS2UJEUwSJnh4kiOnuaXeeskA8rE2mHmieaHe27licBXJWYoSIxXxvn85T5Hm4Nx4MkVNaV5nJ3QfVsrUJpafyndAwVKYOWxz1afmykbFo99jgWNOdKVTTUENjRWshIrRjKIDG40vmViIjIFnq9HqWlpSaXyspKubslmblz50Kv12Pt2rXG5a0Npk2bhpkzZ6KsrAxr1qwRvM+ioiIAQJs2baDT6Sxu4+fnZ7KtQZs2bfDCCy8gOTkZ+fn5qKiowPHjx/HYY4+hpqYG8+bNw/vvv2/LQxTM3d6GCxYsELMfVvn5+WHGjBmYMWOGXe0HDhyIXbt22dyuZ8+e2Lhxo83tQkJCsHr1apvbOaLhBKNSghVZV5rbPCERWGQ5bSdUwxBRefpviq/QU1915x42VWIi6Y/38KggVQdciEh+uaczRZu8zkq/opj3eWfieFAdxDzWDTJzqlQZWKkvxPvPX6nkVXSQsSfKoYTxVWjPCM1OvJO8eFyR3KR4P5Ybx4LAteBotBJ1jyQ1Q6go/XytzD0hIjUI790NWSfU8wNpItKuWg8vlHWKkbsbpDA3cq7hjz/+QOvWrU2uX7Bggd1FZZQsJycHKSkpCAoKwsiRIy1uM3LkSCxbtgw//vgjXnvtNUH7raioAAB4elr/vtvLywsAUF5ebnL96NGjzZbP7t27N9avXw9/f38sX74c8+bNw+OPP45WrcT99Kj4QBFZVvfr66uWb6v35bzUk45KmuSRsiKRmNWDhNyXs0JFlh5XgV+k6Pcj1aSRUibVOSElnNAvt9UWmhDj+OYxpG1ih4oA5ZwDici6+mGi+v/PYJEycAwnPy0GH4iUgK8tIuVQQ7AoMjoQGWkFou+XAQnXkpFWwOo+REREGhYQEIBz586ZXGcIv2jNyZMnAdQFgO68806L2xjCQRcuXBC8X29vbwBAVZX1FSQMVZ98fHwE73fhwoX48MMPUVJSgh9++AGjRo0S3FYIuwNFpA5amXRsKmDTWJhIbVWKgD+DPqxWZJ3aj2lqmlpCRQwTkVBiT+yo5TVCZImrH78MFikHQ0Xy01LwgccSKYmWXltEWqCGYJGacbkzEpNUIbumMIRHRERKptPp4OvrK3c3nKKkpAQAUFpaiuTk5Ea3rV9JaPz48bh06ZLZNklJSQD+XM6suLgYer3e4rJnhqXODNsK4evri549eyIlJcUs9CUGLujsIrLSrxgvYsvMsZ6icwYhlYmkrF4kJWdWRmqMLZNdUlesCo8KcvoEpCtPeEpBKxMtUp1TSdvEPv55HJLSaOUcL4aG1YmsbWO4kHw44U5i4PmPlIjHJamdIYSjJUp9TKwsQ0RERERUp2XLlgCAuLg46PX6Ri/Z2dnGdkePHkVycrLZxSAysm6VoMrKSly8eNHifWdlZZlsK5SHhwcA4ObNmza1E0LQJ5j169fjf//7nyh3+L///Q/r168XZV9kHy1NPtoSFFJzqEiKYJGzw0qOhnLkCBLZghNR0lDauUqKcCa/5Hc9uaczGSwiklDd0sDqw1CRvEJ7RnA8JyO1j4fU3n/SNh6fRMoT1cVNscEisbFyEKkVQ3ZERESuKzo6GgBw5swZ1NYKrzCanZ1tMXRkEBoaivbt2wOA1cpHhusHDBgg+H5rampw9uxZAECnTp0EtxNK0CeXKVOm4I033hDlDhcvXownnnhClH2RY9Q+8ajWgJC9lFKtyBH2BIKUHiQi+9jypbazgxL1Q0MNL0RikmJyh8cqaZHc1TDtYW84iNWK5MdQkXzUGnpQa7/JtfA4JVImpYWK1BqgYGiJtITHMxERkfwiIyMRExODq1evilooR6fTYcyYMQCAtWvXmt1+4MABpKenw8PDAyNHjhS837Vr16K4uBjNmjXD4MGDxequkbI+tZDTqWHi0SPnjGj7UnsISaxqRdb2UeBnW/m08KAbFq9vbNkzoeEgpQWJlNQXVyXW+aqxwJCzz4f8Yp+kqFYEqD80TOom9JjmcWqd3EuhWRvjWWPPkrdKHlsxVCQfNY2NpHoPJ5IKj1ciZVJaqEgKUgYkGL5Qloy0Arm7QERERCq2fPlyhIWFYcKECXJ3BW+//TZ0Oh2ee+45rFmzxmwpsaysLLzxxhvYvn27TfudPXs2PD09sXfvXiQmJhorGOXk5GDq1KkAgOnTpxsrGQFAaWkpJk6ciCNHjpjsq6amBqtXr8bMmTMBANOmTUNwcLDNj7Up7kI3PHnyJIYMGeLwHZ48edLhfZD4stKvyP6lfmBRhqz3ryaGQJA9YSslVDoyHGsNJxLlPgYdFdozgl/S2iD3dKZdE3bWzldqm5jmsUL12ft6aIzhNaH2cyuRqzOEivIqOsjcE9fCcR01hscGqZUUY04iqbhC0MYgqosb0s8LX0qB6jBMRFoV3rsbsk6o+4fRREREycnJGDVqlPH/r127BgBYsmQJli9fbrz++PHjCAkJAQAUFxcjJycHYWFhZvvLy8vDbbfdZvz/GzfqfhD52Wef4auvvjJev2PHDsTFxZm0DQgIMP67srISAPDTTz+ZXP/++++bBJmGDx+OlStXYubMmXjyyScxa9YsdOvWDTqdDnl5ecjPzwcAfPjhh4KeD4MuXbpg9erVeOKJJzBnzhysWLECQUFBOHXqFKqrqxEbG4vExESTNrW1tdi0aRM2bdqENm3aoEuXLnB3d0dGRgaKi4sBAPHx8VixYoVNfRFKcKCopKQE+/fvF+VOdTqdKPshcTky8ZiZU2XXL5Pt5UilofL03+ATpY0PnLYGi5wZJoro7NnkEiXhUUGKCLORfBwJFakZJ6HIEsNxwWARWVPgFwmUyd0Ldci60tzmKjtikaqqUP39MlzkHIbzMd+3nUuJgQceA6Qluacz0aErx4VESsNQkW0YJiIiIiJSturqahQWFppdf+PGDWMYCKirsiNETU2Nxf1VVlYaQ0KG+23IUruG/auoqDDb5rnnnsPdd9+NFStW4IcffsDp06fh5eWFTp06YciQIRg7diyGDx8uqP/1TZ48GV27dsWSJUtw4MABpKWlITw8HBMnTsTLL78Mb29vk+1btGiBpUuX4sCBAzh16hQyMzNRXl4Of39/PPDAA5g8eTLGjx8vWQZHUKBo3759ktw52cZZEyMMeKhPU8EiJVQlskaOY61++K2p0FN9hgAUEZGUpJpIZbCInEnocSx03Ons8LrSNQwtMWAkLVYrcj45Q0X8WxMRkVyUECqKjA6UZNkqMSuuMExEREREpHyDBw82LuclVEJCAhISEizeFhYWZvP+DOxtBwAxMTFYvXq13e2tGThwIHbt2iVoWw8PD8yePVv0PgglKFB09913S90PUhith4qcWaWowC8SgHOWdLMULBIaJjL0U6usTUIKqaRkC0442U6Jv0KXCo8NEkrK10VW+hVUV7LMDZGWMGAkPY7xnM8ZY0T+TclV5Z05L3cXiBrlSsudkW0YJlK+jLQCREYHyt0N1eOyZ0RERKQUgpc8I/k5e9kGJYSKhC7lpVT1QzoFfpFOCRUByqlIJHZYx94+CN1GSF9ZpUgarhAq4oQV2UqqJdCInEXuc7ucy57JjcujSYNLoDmfmOcR/t2IiEgNlFClSCqGMJA9IQkGiYiIiIiI5MGfe6hY7ulMyb8UZXDCfpYq/ii1CpAj/Wpqok6O5UkiOnsaL/a0cxQn/+2j1UkeZ5yrSdt4/JDWcbxJasOxnnMZxlK2vB/Wb8OxGBERqY3cFZqkri5jSzgovHc3holIFlIs/UdERESkRqxQpAFSVzBwpFKRK/8y3BpnVipyJc4MLrFKEQnFySsSC6sV/T/27jw+ivr+H/grCTkhCRCCICSEBDAQEISCWry+ggfeSBFUVBC1thWtiLb4td5+pYIotFrUiqgFPBAUUfEoQgWUghxyJBIIJAGDYDgSIHf290d+E3Y3s7tzz2dmXs/HYx8P2N2Znd2dnf1k3q99f4jIatkdT6LoYJK5j+HgMRWnQLMHX3Mi8rLS2B52b4Il7A7TkDUiTefEEBERpz0jIiIiMfAvNBcx8+SqSCf6qwqcP4gWqVNRpG0xYpoMs8I+WjsRKVmvXiz6a+OWIhF/CU9m4X5FXqZlGlWzAzFyRJtizH/6MzJWZl4Ox3xERERkCi8Eq+RCQ+xIREREREQkFvf/ZeIxZhaxI4WKtBR57GR3MEmEUJGV22BU6MesEJFaWrt2UWRODkwwSERW4H5GTsJ9lbyAoSIiIiIibaTwEINERERERERiYqDIIbKuyFB1fxZvjBVbnG/Keg+162lbsMiOx9USAvIPEFkZImKXIns56RgmhTuctM3kDtzniJRhlyKyAsd9REREZDQ7uxT17JNu2WMxSEREREREJC4GilyMhUb7qA3rSMEiq0I+Sh9HaTEsu+NJxY8dKRxkV4Ao1LaEwy5F5hL1GOYfIBJ1G8k7uB+SW4g0va4bcdozazBUREREpI8XpvkiUsPKYJdRnLjNImPgjoiIiOzWSuuC//nPf5Camor+/ftHvO8PP/yAo0eP4oILLtD6cKSRVGQ06uR2UcFBhihMJhf2ST9SaNq67WR3YMgI2bkdwxZBM/NyWOzXoWT7bsuKc3yfyMms/KyQfdj1Rruig0mqAtBGKK3uzCCPB3HsR0REREbK7R6Ngj2Ndm8GWcw/lOP/78Idh+zYHCIiIiLyMM2Boosuugjnn38+Vq1aFfG+9913H7755hvU19drfTgKsru4VtX9WWh0tkhBoHCBI60hIhYtm+R0i1P9eQvGwpI+/q+dluMYX3vyCqNDxERG4TiUvIZjPyIiIiLSIlJ3H4aLiIiIiMhqmgNFAODz+Uy5L5mDxRzrpB8ptLQbkGidh9wmUqgoUpciMo5cuIgFO6JA/L4nN9tdXOuKDofUxM3jJ4aKiIiIyCh2dSnq2SedoRWLaJkmTFpGpPeI050RERERuY8lE1OXl5cjMTHRioeiCIw4qe3mE/9GMmqaMjto6U5k9TQiWmV3PBlwUSpS8TLSVIAs7huvZPtuFuqIQuBng6ilooNJlj8mOz56G8d/RERERBSJ3hBOzz7pzRdyp+wBvezeBCIiIvIwxR2KKioqcPTo0YDrampqUFpaGrL7UFVVFVatWoVt27ahf//+ujaUjMPOBdaxulOREdxU+FISGJLuo6TIqLdTEX+pTkRW4hRoRGIore6MjIQyuzeDbMLxHxERERGFYnQIyM4p0RhoIiIiInInxYGiF154AU8++WTAdRs2bEBWVpai5SdOnKhqw4hCSczthaqCnZY/bmxxPuq69bb8ca3k9DCRni5J/suGCxdx+jMichoGickpigoORuz451TBYywGjLyFoSIiIiIiCmZ2AEfEKdGcgq8ZERER0SmKA0Vt27ZFZmZm8/9LSkoQFxeHTp06yd4/KioKiYmJyM7OxpgxYzBu3Dj9W0uGsbu4KPdL7UPteraYJqyuW2/EFudbuWmGc0KXIqOCRNkdT1o6nYhZ06yZ+TxYUCIiO9j9vU8kiqKDSUJM08qAkfemUeYYkIiIiJyoZ590hisczoquRexOREREROReigNF9913H+67777m/0dHR2Pw4MH4z3/+Y8qGkfmsKi6KUrixk6ihIid2JLJqXwoXKuLUZ0TkRJwCjUhc0pjMi8EiL+EYkIiIiIgA+wI4ZoSL3BYmYoCOiIiIKFC01gXfeOMNPPzww0ZuC5Hw9HRLCu6+ZKfS6s6mhYmMDvxkdzwZcBFFTre4sLe7dcoWInI+FrNJVPzuNHeMJhKvdSfyx1AnERERkbeJEsDp2Sdd97aI8lyIiIiIyDyaA0W33XYbLr/8ciO3hWxgdFExXNcWsjdUJBWorChS6Q3+iBIgivT4kUJF4bCYRER2Ks3fY/cmENnGyulZtXJasIh/A6jDcSARERGRN4kYwNESLDIijCQidiciIiIiaknxlGeRHDlyBMePH4fP5wt5n8zMTKMejogUsLMQJYVxlBbt7A4PhRJu6jMg/PRnnPqMiIiI9Cit7uy6adC83J3IH8eBRERERN4iegBH6XRooj8PrRgmIiIiIpKnK1C0c+dOPP7441i+fDmOHTsW9r5RUVGor6/X83BkkpLtux33K9nE3F6oKtipex12SD9SiEPtepq2ftF+zS5qUCgjoUzxaxUpVBR22QihIiIiIqJw3BgqIiIiIpJTsKcRud01N9R3rYI9jbY+fs8+6QxbeIxbQ0NEREREpJ7mv9A2b96MwYMH491338XRo0cRHx+Prl27IjMzU/aSkZFh5HaTh9R16233JgSILc63exNkOW1qDKtlJJQFXPyvUyJcMIpTnxERETmLE6Y982fEGI+hpFOyczs2X+zEcSARERGRNzCgIzYG5oiIiKx14MABvPXWW7jnnnswZMgQxMfHIyoqCnfccYfmdR49ehTvvvsuHnjgAZx33nlISkpCVFQUhg8fHna5qqoqLFmyBFOnTsWwYcOQmpqKqKgo9OjRQ/O2GCE/Px8333wzOnfujISEBOTk5GDKlCk4evSo7P1XrlyJqKiosJc5c+Zo2hbNHYoefvhhVFZWYtiwYXjhhRfQt29frasiDYzueCJKl6JD7Xoi/Uih3ZthOqO7FDFIJE9p4cz/flpfSz1TnxERERFF4oZORXaNh8IFh4Jvs3obOfUZERERkbsxTCQ2homIiIis98477+D+++83dJ0rV67E2LFjVS/3448/4vrrrzd0W/T6+uuvceWVV6Kqqgrp6enIy8tDQUEBnn/+eSxZsgRr167FaaedJrtsSkoK+vXrJ3tb587aauCaA0Vr165FmzZt8OGHH6J169ZaV0NkC7umOzMag0SBjCiyhZsKTc/UZ+GwkERERGS9ooNJwk7NSsbQ0oFIWsbKYBHHgkRERERERGSVrDN7YN3ndm8FEXlZSkoKLrnkEgwZMgRDhgzBV199hb/97W+61pmYmIgLLrigeZ27du3Cww8/HHG52NhYnHPOORg8eDCGDBmCuro63H777bq2RY/KykqMGTMGVVVVuPfeezFjxgzExsaivLwc1157LdasWYOJEydi2bJlssufddZZWLlypaHbpDlQ1NjYiDPOOINhItJM76+sE3N7oapgp4FbpFxscb7tU7ExTNTEjF/qaw0VsUsRERFRS0q7YBYVHLR9CipyByP2I6vHbgwVERERkZyCPY12bwLpwO5EYmN3IvKi7AG9UFtTafdmEJHH3X777QGhnY0bN+pe52WXXYbLLrus+f/z5s1TtFxeXh6+/fbb5v8bHcZRa86cOTh06BB69+6NmTNnIiYmBgCQlpaGBQsWICcnB5988gk2btyIgQMHWrJN0VoXHDBgAMrKnN1ynwKpOYHNYIS9vB4mykgoa76Y+RihhOtmkNMtLvRyYYpbIkw5SERE5AShwrtamNF50ExeHwNGkp3b0dBQGgNuRERE1mOAhoiIyBzZA9wxcwcRkUgKCgpw++23IysrC/Hx8UhLS8OVV16JFStWaFrf4sWLAQDjx49vDhNJMjMzMXz4cADAokWL9G24CpoDRVOnTkVZWRnefvttI7eHSFaobkBapi4zarqz2OJ8Q9ajlpcLSWaHiOQeLxQzpkhhqIiIiIhIG7PCP0aHlMLhWJCIiNTI7a75tC45BMNVzsbuRGJjdyLyGoaJiIiM995776F///544403cPjwYfTp0wdxcXH49NNPMXz4cNXTuNXX1+P7778HAAwdOlT2PtL169atk729pKQE48ePx7Bhw3D11Vdj6tSp2Lx5s6rtCKb5L88RI0bg5Zdfxu9//3vcf//92LZtG6qqqnRtDLmX03797VZFB5NaXJzA6iBR8GOrpbVLEcBCEhERkdWcMh6ymtLXRWnHKDM7nFoR+GGoiIiIRJTbPZrBIpcSLUzEcAyRfYo277R7E8jhGCYiIiP4fD5UVFQEXGpqauzeLNv88MMPuPXWWxEdHY1XX30VR48exaZNm1BWVoalS5ciOTkZ999/P7Zs2aJ4nXv37kVdXR0AIDs7W/Y+0vWFhYWyt+/ZswdvvvkmVqxYgWXLlmHatGk466yzcM8996ChoUHls2zSSsmdgtspBZs9ezZmz54d9j5RUVGor69XvmXkWYfa9UT6EfkPgZzE3F6oKlA2qDaqO5FdtHQnilQMCr7djM47etgVJFIiu+PJkK9vTre4kAW27NyOYYtqmXk5qqYgJCIiIu8ore4s9PjIzSKN4YwihYo4HiQiIqVyu0cLF0Ah8jIGsMTG7kTkJQwTkVp1UXEoje1h92aQYA7FlOCXX35BampqwPWPPfYYHn/8cXs2ymZPPPEEampqMGvWLNx5550Bt1199dV45plnMGnSJMyePRuvv/66onUeOXKk+d/t2rWTvY90vf99ASAxMRETJkzAuHHjkJubiw4dOqCoqAivvPIKZs2ahZdeegkJCQmYMWOGmqcJQGGHIp/Pp/vS2Mg/avWy4tfTIp+0DjXtGRA5KJSY28vwMFG47TGD2jCR1g5EInUvMqNYln6ksMVFz3aEC2CxUxEREZEziDDuUcPLU+AGs6pzkB2Px/EgERGFIteViJ2K3IPhMGdjmIiIRMEwEREZqUOHDjh27FjAZerUqXZvli1qa2vx6aefIiYmBuPHj5e9zzXXXAMAWLVqleL1VldXN/87Lk6+xhwfHw8ALWYOO/vsszF37lxcfPHFOP300xEXF4fc3Fy88MILeOGFFwAAL774Ivbs2aN4eySKOhQxDERmMfIX1lJgyL9bkdM7EtlNKq6J1rVIrUihIf/bD7XrKXufjISykMU7MzsVAWIH/YiIiNyi6GCSo8Y8asfRDCEZRwoVWdWtiGNBIiJSip2KnI/vHxERGYFhIiIyWlRUFFJSUuzeDCHs3LkT1dXViIuLwxVXXCF7H5/PBwDYv3+/4vUmJCQ0/7u2tjbg/xJpmrnExETF673nnnswY8YM7Nu3D0uXLsV9992neFlAYaCISI3dxbVhO7MoEWras7puvRFbnB92WStCRHq7E4UKrYSipTuRkewIFhkVNFMzfZ50f5FCRQCDRURERMGMGG/KcVqYWhqXiD4FmhXBGztwCjQiIhKRG0JFBXsa2XGJHIndicTH6c7ICxgmIiK7jR49GmVlLc9Xrl692oatMd6xY8cANIV+1qxZE/a+/l2HJk2ahE2bNrW4z6JFi9CpU6eAac6OHDmCzp1b1qSlqc5CTYkmJyYmBkOGDMG+ffuwa9cuxctJGChymHCBBtE57Vffcqye5gywP0wkt24nvI9qg0TBy4oWKgICp71gQYmIiJyiZPtux03d5LRxa6RgkVnjyVBjGy9htyIiIhKRG0JFXsT3jIiIiIjcYP369SguLrZ7M0zTpk0bAECXLl2wb98+xctt3bpVNoAkhY6ysrIQGxuLuro6FBUVyQaKioqKAAA9e6prXhIbGwsAqK+vV7UcAPCnHmS7UAWOUIEOO0I9Rj6u2u5EapgZJrLycfT+yl5PmEjJOsJtX7jiY7hOClIxSqnMvBzHFWeJiIgiURPKMDvMUnQwybKxlVFKqzu3GFs79ccITqN2LKcVx39ERKQUO/w4C8NERERkBHYnIiIR7N27Fz6fr8XFLXr27InY2FiUlZXh8OHDipdbuXKl7OuSlZUFAGjVqhUGDhwIACE7H0nXn3322aq2efv27QCArl27qloO0BEoiomJUXyJjY1F+/btMXDgQNx777344YcftD4skS3sCjGpKQBZXfASsciWfqTQkDCR//pCESFUBDBYREREZDbRxjtKSMEiM8NESgNdbp3uTE52bkdLgkUc+xERkRd4KWDjpefqZpzujMzCgAgpxX2FiMgaSUlJuOyyy9DY2IjZs2cbuu7rr78eADBv3jw0NDQE3FZSUoKvvvoKADBq1CjF6/ziiy+wbds2AMDw4cNVb5PmQJFceirUpaGhAUePHsXmzZvx97//HYMGDcL06dO1PjTB3OmOlK7biuKA3V2K6rr1ZphI4Mf2Z2SQSOl6RQkVAQwWERF5Dac9amLVlFsiBqnN4pXnaSYrgkUc9xERkRLsUiQ+homIiIiIiJRZtGgRsrKycN5559m9KXjqqacQHx+Pp59+GtOmTUNVVVXA7WVlZZg1axbmzJmjar133303OnTogPz8fEyePBl1dXUAgPLyctx0002or6/HiBEjMGjQoIDlxo4dixUrVqCx8dTfFz6fD0uWLMHYsWMBAJdeeqnqzkaAjkBRY2MjZs6cifj4eNx2221YuXIlDh8+jLq6Ohw+fBirVq3C+PHjER8fj5kzZ+L48ePYsGEDfv/738Pn8+HPf/4z/v3vf2t9eHKoUAUK0aZiMCtIZMZ0ZyIUfUTYBjPZESrSEywiIiJyMrWhdatCRYD7xzxG81J3IjkMFRERkQicHCpye9jGac+PHXhC42tDRHZjdyIicpLS0lJ06NCh+fLcc88BAP71r38FXB887dfx48dRXFyMffv2ya7Xf9lJkyYBAP7zn/8EXP/OO++0WG7gwIHNt1977bUAgD179shuo2TAgAFYuHAh4uPjMXXqVLRv3x5nnXUWzj77bGRmZuL000/HH//4R+zdu1fVa5OSkoJ33nkHCQkJmD17Nrp06YJf/epXyMzMxJo1a5CVlYW5c+e2WG758uUYNmwYUlJSMGDAAJx99tk47bTTcP311+PIkSMYPHgw5s+fr2pbJK00LQXggw8+wAMPPIC///3v+N3vfhdwW9u2bXH++efj/PPPx+DBg3HPPfegS5cuGD16NAYOHIjs7GxMmTIFf//73zFs2DCtm0AC211cGzYwocahdj1lAx113XojtjjfkMfwX6cIRAtYKVF0MClsgMZMarsTBe83St739COFIQNhGQllId+z7I4nNRcfs3M7airEScUldq8gIiKvMHLsGYmdYx5RWBnicjopVGRWuCozL4djPiIiiii3e7Tjwitux/eDyB49+6SjcMchuzeDiIjI0xoaGlBeXt7i+pqaGtTU1DT/X+rOo5TcOuvq6gKur66ubnGfw4cPt1i2sbEx4LqTJ1ueDx45ciR27NiBF154AZ9//jl+/PFHxMTEoEuXLhg5ciSuu+46XHPNNaqeAwAMGzYMGzZswNNPP40VK1Zg69atzet85JFH0K5duxbLTJs2DStXrsSWLVtQUlKCyspKtG3bFsOGDcPYsWNx2223ITY2VvW2ADoCRTNmzEDnzp1bhImC/e53v8MzzzyD559/HqNHjwYA3HvvvXjyySfx3XffaX14T3J74aK0unPYbi9yjAoViRIkUku0X8lL2yPyviq3vygNGBkdKsrpFhexIKc1VASwwEREROIo2b7bVd1UnDDm0UK0saWbmBks4piPiIiUcGqoqGBPo6O7LMlx4vtAobE7ERHZjd2JiMhpsrKy4PP5VC83fvx4jB8/PuTtWtYJQHUXIX/dunXDiy++qHn5UPLy8rBw4ULF97/77rtx9913G74dgI4pz7Zt24YuXbooum+XLl2wY8eO5v+3atUKvXr1wuHDh7U+vKfxRH8grdOTSctZFSYyY7ozUVm5j6rpTqQ0fBbufmq7IUWipJuC3inQ3FTAJSIib9ASurCjaw7H5aF5fbqzUPSM68LheI+IiNzMTQEcNz0XIididyIiIiIidTQHimJjY7Fz586AtlNyampqsHPnTrRqFdgMqaKiAsnJyVofngSg9US4lsKLkjCOkmCQ1SEiLZROd6blddxdXNt8MVvRwSShimxGT48nJ1yHrXAdDJRO0aI3WEREROR2DBWZj9OdGcOMYBHHe0REFInbOv04jRvCROzGE4ivBxHZjd2JiIjIbJr/ihw6dCgqKipwzz33oLFR/o8hn8+HSZMm4dixYzjvvPOar6+trcWePXtw+umna314MpGdJ6KVhmlCCQ4K+QeIRA4RWSG4+GNVMUhLkU3pfqC0W5CWMJHWLkV6QkVmB4tYZCIiIifR2uHGrlCR04NFTt9+pzI6WMTxHhERReLUUJGTwzgFexodvf3BGKJpwtfBedidiIiIiEg9zX9BPvnkk4iLi8PcuXPRr18/TJs2DZ9++im++eYbfPbZZ/jrX/+KM888E6+//jri4+Px5JNPNi+7ZMkS1NXV4X/+538MeRLkDUqnDGOAKFC4jkRWdiuyi57ORFaHigDl3YoAbV3COAUaERF5gV1ddBjKacLpztQzayo0IiIiOQwVmU8KETlpm9XwepjG68/fiZwcJiravNPuTSBBsTsRERFZoVXku8g766yz8PHHH+OWW25Bfn4+/vd//7fFfXw+Hzp16oS3334bAwYMaL7+tNNOwxtvvIHzzz9f68OTRx1q11NxVxqRKA1DGT3dmdJi2u7iWlVBFi2KDiZFDNOIKLY4P2Q4Lf1IYcj3NiOhLOT7md3xZNj3MKdbnOL3Tio8qS3cZebloGT7blXLEBEROYn0XWr2GCeY9B3vxHFPJJzuzHxax3b+OM4jIiI3K9jTKGwgyq3hoVCkUI2TgxpaMEzkPF7bR8kbGCYiIiKraA4UAcDw4cNRWFiIBQsW4Msvv0RhYSFOnDiB1q1bo1evXrjkkktw4403ok2bNgHLXXTRRXoellyutLpz2A4vpIzago8VRTerQ0V6uhMFr0fkUBGgrfjEYhMREYmuqOCg7q4tVgSn5TgpTM3OSuLJzu3IUBEREZkqt3u0YwMwVoeKnPo6WcU/YOP24AbDRM7j9n2SiIiIyGy6AkUA0KZNG9x111246667jNge8gg9BRandSlS2p1IKbMLPmYX3ZxUXFPKzFARoC4cprb4JE1/xoITERGZrWT7btum3WSoyDpWT3dmROhMVHq7FTFUREREkTg9VCTREy5y6vMXVXDgxk1hDoaJnMVN+x4RERGRnXQHiojMEKlLkdNCRUoone7MCmZ3K1JSXBOtU1W4LkWR6AkVAexWRERE3mZUYIRToOnD6c7so6dbEcd4REQUiZNDRZLg7ZcCRk5/Xm4QKoTjpLAHg0TO46T9i0gLTndGRERWEnPCaXKFSEWHSCGKSAEbozv/mMGubTSq4GNm4ciJU2uEm0ItUsAtXDhKSYExp1uc6gKo2uJrZl6ObZ0jiIiIwjGy683u4lpbwjGijn1E3S4KpCdUx/EdEZG7WDnVl1MV7GlkmEhwPfukR7yIQJTtIOUYJiIiIiIylqIORRdffDEAoFu3bnjjjTcCrlMqKioK//73v1VuHnmdkk5FQOQwhx3MCBPZUfAx89f8Ik0DUlWws/nfibnaEv7hpj6LREmnIkD9NGjsVkRERCLRM+2Z0VNb2TENmkhjHzNYPd2Z17BTERERmcUNXYrIfSKFecwMjjBIRESiYnciIiKymqJA0cqVKwEAubm5La5TKioqStX9yR5W/3rVqKmv/EMcIoSL1IZKRJruLBQ7pgnRM+1ZuG5C/uEhLesNN/VZuFBRuKnPAOWhIkDbNGgMFRERkdOZESoCrB3fOHEKNE53Jg4tYXEJx3dERBQOQ0XkNEpDP0qCRwwQuUfPPunsUkRERERkIEWBoq+//hoAkJSU1OI6onCU/PLbqFCRxMjOQCKEk9Qyu+BjdOFNxF/qVxXsDNulKFKoKBwloSJAWTcqs7sVSQFDFp6IiMhIeroUAcaHigDvdiuye7ozaYwh0pRcakPbdtHarYihIiIiIvIahoW8R3rP3RIsyh7QC0Wbtf9AloiIiEgPRZNuX3jhhbjwwgsxePDgFtepuWjh8/mwevVqPPjggzjnnHPQtm1bxMXF4fTTT8eoUaMiBpu+/fZbXHvttUhPT0diYiL69OmDp556CtXV1WGXy8/Px80334zOnTsjISEBOTk5mDJlCo4ePRp2uf379+Ouu+5CRkYG4uPjkZmZid/+9rfYv3+/2qfuKUqKGXZ08TnUrqeiS/AyZrC74BNsd3GtI4otdogURFMSjlNTYFRbAFVbhM3MyxGq0EdE3sKxoDvpDTSYMbWWHeMa0cZ3eqh9T0QMtUhjqpxucc0XkWkN1nFcR0ROw/GgdXK7KzpVTETkCAyTEREREekn/F+JK1aswPnnn48ZM2Zg/fr1OO2009C3b19UVlZi8eLFuPjii/GXv/xFdtn58+fj/PPPx9KlSxEfH4/evXtj165dePTRR3HBBRfg5En5gv3XX3+NQYMGYcGCBWhoaEBeXh4OHDiA559/HoMGDcLPP/8su9yOHTtw5pln4rXXXkNlZSX69u2LiooKvPrqq+jfvz8KCgoMe12cxMjijKhTg4UKFylh5HOyoxAmBYv0PHa4Ylq418es8JYR7AgVqSl6Zed2ZLCIiByBY0H3YqioSdHBJKGDRUa/JiXbd7d470UIF4UaRzkhWKQFx3RE5CQcDxIRkVZuCRVlDwjdTZ+8g/sBERHZwZBAUWlpKRYsWIDp06fjySefDLitrq4OtbXaT0L7fD706NEDL7/8Mn755Rf8+OOP2LhxI8rLyzF16lQAwNNPP41ly5YFLLd3715MnDgRDQ0NeO6551BaWoqNGzeisLAQZ5xxBtavX4+HHnqoxeNVVlZizJgxqKqqwr333ov9+/fj+++/R0lJCYYOHYqioiJMnDixxXINDQ0YPXo0Dh8+jFGjRuGnn37C999/j/379+P6669HeXk5xowZg8ZGbXORd+yfrWk5NdSeVDa6iKO0kFJa3VnYYJFZRC4y+fMPF6ktPhn9HMNNSRZuOjMrKQ0VMVhERF7GsSCFU1Rw0PAxqV1dGK0e7xn5eErfAxGCQ1qJGioyevo/IiIRcTxIRER69OyT7ppgEREREZHVdAWKfvnlF4wZMwbdu3fHLbfcgj//+c944oknAu4zYcIEJCYm4vvvv9f0GEOGDEF+fj5+97vfoV27ds3Xx8XF4f/+7/8wYsQIAMBrr70WsNz06dNRU1ODSy+9FA8++CCioqIAAN26dcPcuXMBAK+++mqLXxTNmTMHhw4dQu/evTFz5kzExsYCANLS0rBgwQK0atUKn3zyCTZu3Biw3OLFi7Fjxw6kpaXhjTfeQFJS0wn61q1bY968eUhLS8MPP/yAjz76SNPr4HRKizJqfqHthmCR07c/ErUBo1DvvdYuRZFCRdJF7jarKAkVAeq6FQHmT4MG8JftRGQNjgXdzaiACbsVmcPK18AJYSNRuxVx6jMicjuOB+XltD9iyHqCcdozInIrp4eK2J2GiIiI7KD5L8TKykpceOGFeP/999GlSxeMHz8eXbp0aXG/O+64Az6fD4sXL9b0OCkpKWjVqlXI2y+55BIAwM6dO5uv8/l8WLJkCQDI/mLo17/+NXJzc1FXV9fij3hpO8ePH4+YmJiA2zIzMzF8+HAAwKJFi2SXu+GGG5CcnBxwW3JyMkaPHg0AeP/990M+F6XMOLFvxclkNdutJVjktICR0m1V+jrYUfRSy45QkRL+4SIjw0SRpj2TqAkVsVsREXkNx4LuZ2SoyIxuRXYwO1hkR2jJzMCQEe+7mvdaxFAREZGbcTwYmlmhInKvwh2HULjjkN2bQWQbp4eKyLsYKCMiIrtoDhQ999xzyM/Px6hRo1BQUIDXX38d3bp1a3G/Cy64AImJifj66691bWgo1dXVAIDExMTm60pKSlBW1lSgHzp0qOxy0vXr1q1rvq6+vr65k5Ka5QDgu+++07ScGkpDB2pZGQawYhqs4ICRiIEjUbbDDkq6FRkZKgrXpUgkaj7fDBYREZ3ipbGgmxkZNnFLqAg4FSwydHoyg8NERr7eTuhSJCp2KSIiL/P6eNCMUBG7FLmLFCLyDxIxVETkTAyVeBPfdyIispPmvw4XLVqE+Ph4/POf/wz4g73FA0RHo0ePHigpKdH6UCH5fL7mX/X4/7FeWNjUFSQ+Ph6nn3667LLZ2dkB9wWa5lavq6sLuF3JcrW1tc3PL9Jy/o9hN7sCAFpCRUYWUkQOGgUTacoLoymdBi2YCKEiNetT2qUIaAoVqQ0WqWFVsIiIyCocC7qL0aEiI4MuInSCNGI8rGZ5EZ6zyKRxlf+FiIisx/FgE3YqIjmRuhExVERERERERJFoDhTt3bsXvXr1QmpqasT7JiUl4ZdfftH6UCG99tpr2LRpE+Li4vDHP/6x+fojR5r+iG7btm3z/OjBpDnXpfsG/9t/TvZIyx07dgyNjY2KlmtsbERFRUXI51RTU4OKioqAixnsLvprLVCY8SttiVVBI6OnOgOcXfAJte3hnr+W98UpnYoAc7sVAeqn6WCoiIhExbGg+xjdocZtoSJA+3jYzqC6FZ2HjO5MpYVcyEjNRS92KSIiL3LbeFDpWJABIopEaViIoSLyGjfs8+xW4y18v4nIjb7++mvce++9OPfcc9GlSxfEx8cjOTkZgwYNwlNPPYXKykrV69y4cSMefPBBXHDBBcjMzERiYiJat26Nvn374sEHH8TPP/8su9yuXbvwyCOP4JJLLkH37t3RunVrJCYmolevXvj973+P3bvt6aien5+Pm2++GZ07d0ZCQgJycnIwZcoUHD16VPb+K1euRFRUVNjLnDlzNG2L5kBRQkKC4jezrKxMUfBIjY0bN+K+++4DADz99NPIyTl1ElRqdRwXF/qkbHx8PACgqqqqxXLhltW7XPCywZ599lmkpqY2XzIyMkLeVwuRpiXS2qFG4l9MMbNAYmTASNROSHYzMlQUqksRYEyoyKpgktopDkXrViTKcYaI3ItjQfcyI1QkQtjEDErHwmrHykrH6Ga8rnZOe2Z3aIxdjoiI1HHjeFDPWNDokBGnPXMutYEJNwQsiIjciGEiInKr119/HX/729+wYcMGtGrVCmeeeSbS0tKwadMmPProo+jfv7/q2a8WL16MGTNmYO3atWhsbEReXh46d+6MgoICzJgxA3l5edi0aVOL5VauXIlnnnkG//73v1FVVYUzzjgDmZmZKC4uxj/+8Q/069cPn3/+uVFPXZGvv/4agwYNwoIFC9DQ0IC8vDwcOHAAzz//PAYNGhQyHAUAKSkpGDp0qOylc2dtOQXNfxnm5eWhtLQUxcXFYe+3efNmlJSUYNCgQVofqoU9e/bgqquuQnV1NW666SZMmTIl4PaEhAQATe2GQ6mpqQEQOL+6tFy4ZfUuF7xssKlTp+LYsWPNl9LS0pD3VUOkIFEwvcEiiR0BI7XLKeXmqc5CsSpUpIfVXY60hIpE6lYk6jGHiJyPY0H3K9m+W8huRXYHTsIJNQ724rhSD7vfY72hInYpIiKvcOt4UO9YkJ2LSCuGisgL3LSfM2jifnyPicjNRo4cic8++wwVFRUoLi7G+vXrsXfvXmzbtg1nnnkm9uzZg9/97neq1nnhhRdi8eLFOHz4MPbt24cNGzZg165d2L17Ny6++GKUl5fjlltuabHcmWeeifnz5+Pnn3/GgQMHsHHjRvz444/Yv38/xo4di6qqKowbNy7sj4SNVFlZiTFjxqCqqgr33nsv9u/fj++//x4lJSUYOnQoioqKMHHixJDLn3XWWVi9erXs5dprr9W0TZoDRePGjUNDQwPuuusunDwpX8A+cuQIJk6ciKioKNx6661aHyrAgQMHcMkll6CsrAxXXnkl5s2b16J1sdRC+OjRo/D5fCG3zf++wf/2b1scabnU1FRER0crWi46OhopKSkhn198fDxSUlICLnqIHCQKJgWLjDqJHxwwMnuaNLnrtISPzPoFuRWkDgChLpFYESrSGgqya8o0taEiQFu3IlXr11ioIiIyAseC3sJQkTZWhOyVvpZa3kM7uxQBxv3gQSu9U6AxVEREbufm8aARY0EjQ0XsUuQ8bgpMEBmJnw1yEoaJiMjtRo0ahcsvv7zFDy369OmDf/7znwCAzz//PKATbCSXXHIJRo4c2eJvqG7dumHhwoWIiorC9u3bUVhYGHD7kCFDcNNNNyE9PT3g+g4dOuDNN99Eu3bt8Msvv2D16tVqnqJmc+bMwaFDh9C7d2/MnDkTsbGxAIC0tDQsWLAArVq1wieffIKNGzdasj2AjkDRnXfeifPPPx9ffvkl+vXrhz//+c/N7ZXmzp2LyZMn44wzzsCmTZtwySWXYOzYsbo39vDhw7jkkkuwe/duXHjhhXj//febX0R/PXs2BQlqamrw008/ya6rqKgo4L4AkJWV1bw+6XYly8XFxSEzM1PRcv6PoYWSYIoUInLyCWH/cJGRJ/PNDBgZMSWaiL8gjxQSUhMYUnI/q0JF0iUSpfdzOoaKiMgJOBb0JqO7FXklVKSVk5+b0VOwiRAsspqT/4YkIm/geFAZdiryJr2BCQYuKJzCHYdkL6JzynZqwdCJO/F9JSKvy83NBQA0NDQEdHnVo2PHjs0/CAnVKEdOXFwcunfvHna5goIC3H777cjKykJ8fDzS0tJw5ZVXYsWKFZq2dfHixQCA8ePHIyYmJuC2zMxMDB8+HACwaNEiTevXQnOgKCYmBsuWLcOYMWOwZ88eTJ8+Hbt27YLP58Odd96JF198Eb/88gtuuOEGfPDBB7o39Pjx47jiiiuwbds2DB48GB9//HHI9sCZmZno1KkTAGDNmjWy95GuP/vss5uva9WqFQYOHKh6Of//q11OL//wkNNDROEEB4zM6mLkNEYXOLSEhPQ8TihWTn8WKjBkVJDIiOnXrOhSBOj/Nbwctx6TiMh6HAuSkcEis8Y4REbTOjbTE/7m+I2IRMXxIFFobg1MkP0iBXJEDhiJtj1kn+wBvWQvIhFxm4iI7PDtt98CALKzs5GammrIOnfu3InDhw8jOTk54IchkRw+fBg//vgjYmJi0L9//xa3v/fee+jfvz/eeOMNHD58GH369EFcXBw+/fRTDB8+HH/7299UbWd9fT2+//57AMDQoUNl7yNdv27dOtnbS0pKMH78eAwbNgxXX301pk6dis2bN6vajmC6+tYmJydj4cKF2LJlCx577DGMGjUKw4cPx7XXXouHH34Y69evxzvvvIPWrVvr2siamhpce+21WLduHfLy8rB8+XIkJyeHvH9UVBRGjhwJAHj99ddb3L527VoUFBQgNjYW11xzTcBt119/PQBg3rx5aGhoCLitpKQEX331FYCmVlxyy7333nuorKwMuK2yshLvv/8+AOA3v/lNxOerhJvDQ0rJhYz0BmzsDBfZFWgyOzwU6bFDsTJUBAR2LXJLRyItoSJAeeGKXYqIyCocC5I/o4JFDBW1pHQs7bXXzu6uTQwVERFxPKiFUV2KOO2Z+IwMTTCAQRKtASFRAkZe2Ze9HEAJFRJSExxSsw4zQkmihpuIiOT4fD5UVFQEXIzqIOTz+XDgwAHMnz8f48ePR6tWrTBz5kzd6/3ll1+wdOnS5r/5nn32WSQlRa7HHzlyBCtWrMAVV1yBEydOYPLkycjKygq4zw8//IBbb70V0dHRePXVV3H06FFs2rQJZWVlWLp0KZKTk3H//fdjy5Ytird37969qKurA9AUqJIjXR88dZtkz549ePPNN7FixQosW7YM06ZNw1lnnYV77rmnxd+3SrXStFSQfv36oV+/fkasqoWGhgaMHTsWK1asQE5ODr788ku0b98+4nIPPvggXn/9dXzxxReYPn06pkyZgqioKBQXF+P2228HANxxxx3Nv1aS3H333Zg+fTry8/MxefJkzJgxA7GxsSgvL8dNN92E+vp6jBgxAoMGDQpYbtSoUcjNzUVBQQEmTJiAt956C0lJSThx4gQmTJiA8vJy9O3bF9ddd51hrw3JCz7hr/UEvBRc0RrK0PJYaugOTwlSCCoqOBiy2LG7uFb2/Ss6mBTyfSmt7izb0edQu55IPyJ/cDWLEd2JJBkJZZqm1MvueFLT/pXTLU7RPpad21GYfYmI3IljQQqlZPtu3aGHcOOQSEKNU+gUPcEvI95f0jdWy8zLMXS6QSIirTge1C6n/RHsPtzOsscj63klNEHW69kn3ZD9q3DHIfTsk27AFql7TC/JHtALRZt32r0ZpnBC0MYJ20ikRm1DDMeP1EJZZRv88ssvLToGPfbYY3j88cc1r/fDDz9s/iGIRJraOlSHnkg2b96Ms846K+C6AQMG4OOPP8ZVV10VcrmjR482T4smyc7Oxrx583Dbbbe1uP8TTzyBmpoazJo1C3feeWfAbVdffTWeeeYZTJo0CbNnz5b9kYucI0dO/SgkeFuCr/e/LwAkJiZiwoQJGDduHHJzc9GhQwcUFRXhlVdewaxZs/DSSy8hISEBM2bMULQt/qJ8Pp9P9VIWWrhwIW666SYATXOTd+wof8K/c+fOzb/0kbz11luYMGECGhsb0aVLF3Ts2BHbtm1DXV0dBg0ahFWrVsl2T/r3v/+Nq666CtXV1UhPT0dmZiby8/Nx8uRJZGVl4dtvv21xsgEAtm3bhgsuuABHjhxBamoqevTogV27duHYsWNo3749vvnmG/Tp00fV86+oqEBqair2PnI7GsY/jNLqzvhyfSuhCvhO6lKip+hjVrBIa2ciPYEikfYfSbj9KNT7Fu49CTVNmBWhIiODRMG0hIoAc/czJfsTi1FEYqmvO4F1n1+JY8eOISUlxe7NCYtjwaax4M9v/R/yB96HooNJ2F1ci5UffKtqPW6nN3iidTzrpkCRmrGl0rGk3u9/re+rGX+fiPBe2zX+5ziOyH2cNBYEvD0elMaCu7/7N462699c3FHTfciIglDBnkbd6yDjmRWasDr8QeIych+zYr/yWpBIjhODRQzkWK+2phLvTj/DMWNBss7nn3+OO343GTMXbLV7U0gwm7/7HEtefQDfffddwPXx8fGIj4/XvN5vvvkGU6dORUNDA0pLS/HTTz8hISEBt9xyC1588cWQU1yHs2vXLowfPx4+nw8//fQTSktLmzvYzpkzJ+SPU44fP47LL78cAPDzzz+juLgY9fX1GD58OF577TV069at+b61tbVITU1FXV0dDh8+LHssLSkpQbdu3ZCTk4Ndu3Ypfj0uuOACAE0/rImObtktdsWKFRg2bBhiYmJQX1+vaL2zZs3CH//4R8TExKCwsBDdu3dXtJzEkA5FQFMK6vjx4wiXT8rMzFS9Xv9WWYWFhSHbN/m/iZJbb70VPXr0wLPPPou1a9dix44dyM7Oxo033og//elPSEhIkF3XsGHDsGHDBjz99NNYsWIFtm7dii5dumDkyJF45JFHQibC+vbtiy1btuDJJ5/EZ599hq1btyI9PR033HADHn30UXTt2lX185cjYhjEKfxPwqstCljZsSgSu6ddMIMbOhWZGSTSy8xORexSRERm4liQlJACD+xoYz6vfueL0JFKaQdJOexUREROxvGgPkZ0KcrtHs1QkWAYnCArGNWlCDC/UxE/E02kcI6owSKGh4iInCsqKsrwEOL555+P1atXN/8/Pz8ff/jDH/Dqq6+ipKQEn332mep19ujRI2CdpaWleOCBB/D++++joKAAGzduRKtWLSMybdq0CViuvLwcjz32GF566SWcc845yM/PR9u2bQEAO3fuRHV1NeLi4nDFFVfIboeUmdm/f7/ibff/+7S2tlb271Xp72M1Yat77rkHM2bMwL59+7B06VLcd999ipcFdHYo2rlzJx5//HEsX74cx44dC/9AUVGKU1J0ilyHolfePmz3ZglF7y+QtRYGjAgWsTtRS1Z1KgKM6VZkR4hIa5ciwLx9LtJ+xSIUkVic9qt0L2OHIvWs7mpjd8jECCJ2J5JoeT/N6qAqwntt97THHNMRuQPHgs5hRIciid5QEQNF4rAiOMEuReTPqH3OrP2KYSJ7yIWWGBhyBnYoolDYoYhC2fzd5/jwtSnYvn27ovuPHj0aZWUt67P+gZ1QTpw4gZycHPz888/45ptvcN5556ne3mCNjY0YOHAgtmzZgrfffhvjxo1TvOzVV1+NZcuW4amnnsIjjzwCAFizZo2q7ZLiOJMmTcKmTZta3L5o0SJ06tQJu3btQs+eTXXnn376CZ07t6wHL1iwADfffDMyMjJQUlKieBtGjRqFxYsX45577sHf/vY3xcsBOjoUbd68GRdeeGFzV6KEhASkp6fLtl4iMpPcSXE1RQTppLyWjkV6QkV2hImsFqrgEK4wpLVTESAfLArVqQgIDANFCheJ3H1IDek1Urv/RfpFfKRfvfOX7URExhE9HGy3ku27NYVQwo1BqIlT9j2+l6Hp7SwpfbY4riMiIrIHgxNkB6M6FRndpYifB3sxPERERKGsX78excXFmpZt3bo1LrroIrz77rvYuHGjIYGi6OhoXH755diyZQs2btyoKlB05ZVXYtmyZdi4cWPzdW3atAEAdOnSBfv27VO8rq1bt2LNmjUtrq+urgYAZGVlITY2FnV1dSgqKpINFBUVFQFAc/BIqdjYWADQ1ABIc6Do4YcfRmVlJYYNG4YXXngBffv21boq0sCKE+ROKRjI8d92pa+VlmCR1lCRXWEis99TpYUF//vJFfyk7ZR778JNNxHq/ZA6+oTrVuSkwFBGQpmuLkWAtinQGCoiIiKn0Boq8iInhdXt5vRpzyTSGJvBIiIib9E79RmnPSPyNpFCRQwSERERiW3v3r26lpdCL0bOfqV1nXLL9ezZE7GxsSgrK8Phw4fRvn17RetauXJl2NtbtWqFgQMHYt26dVizZg2GDh3a4j5SIOnss89W+AyaSN2ltEzDrbmd0Nq1a9GmTRt8+OGHDBO5VHZuR1f8slftiXK1J+jVhjK0hon0MitMVLJ9d/NF6/KhhNrm3cW1Id+nooNJIV9jvSEckYQLRymV3fGk6kBcpCKaG44ZRETkDlrGJk4O1JM13BTAMmLclpmXw/AeERGRRRiiILv17JNuyEUPfg6IiIjc7dixY/j6668BAAMGDDBknfX19fjkk080rfPDDz9ssVxSUhIuu+wyNDY2Yvbs2YZso+T6668HAMybNw8NDQ0Bt5WUlOCrr74C0DSFmVJffPEFtm3bBgAYPny46m3SHChqbGzEGWecgdatW2tdBZFligoOqioQhQusyK5fYUhIT5hIT/HC6OKY3hCR3PpCCbft4V6TcKEitwSLjAgVAeqDRXp+mc+CExERWYndU8JTNd5VMZ408nUX8T1U+7eCyIz6EYkULOJYj4hIbDntj9i9CaQRQxRETYwIJREREZF9fvrpJ/zxj39s7pjj77vvvsPll1+Ow4cPo1+/frjwwgsDbl+0aBGysrJkp0EbP348/vvf/8Ln8wVcv337dlx77bUoKChAp06d8Jvf/Cbg9nvvvRdff/11i/BOcXExbrvtNvz73/9GYmIiJk6cGHD7U089hfj4eDz99NOYNm0aqqqqAm4vKyvDrFmzMGfOnMgvip+7774bHTp0QH5+PiZPnoy6ujoAQHl5OW666SbU19djxIgRGDRoUMByY8eOxYoVK9DYeKqrrM/nw5IlSzB27FgAwKWXXqq6sxGgY8qzAQMGNM/RRu4WaRojJwk3lZYcNdMaaJ3+TOl2aGXke2dmQUdat5Yp0AD5kIsUKgo3DZrEqHCOk0mvk5LgW7jpNtx0zCAiIudTO/1ZUcFBT3Tcc0sgJhQr3kctUyaLyv+10juO8/+8iRgIIyLyOr1Tn5H17AgTGTEtFZGZ/PdPBu6IiIico7a2FrNmzcKsWbPQvn17ZGVlwefzobS0FL/88gsAICcnB0uWLEFMTEzAssePH0dxcbHset988028+eabSE5ORnZ2Nlq1aoX9+/fj559/hs/nQ8eOHbF06VKkpKQELLd06VL87W9/Q2JiInr06IGEhAT89NNPKCsrQ2NjI5KTk7FgwQJ069YtYLkBAwZg4cKFGDduHKZOnYonnngCubm5iIuLQ1lZGUpLSwEAf/rTn1S9PikpKXjnnXdw1VVXYfbs2Vi4cCEyMzORn5+PkydPIisrC3Pnzm2x3PLly/Huu++idevW6NGjB+Lj47Fnzx4cOtQ0Tho8eDDmz5+valskmjsUTZ06FWVlZXj77be1roJ0yOkWF3DxGv8OOWZPZ6G2U5H/Jfg2LUQIExnZjUjJY4Wip1tRpNdf6lzkf3ECM4JQSjsWhTv2hCvg8ZfrRETkJm4P5gD2dSdyCrftA1LXInYuIiKiYLndNZ9KJo0YlCCKzMgp1YiIiMhcnTp1wiuvvIIbbrgBHTp0wO7du7F161ZERUXh4osvxuzZs7F161bk5Kg7l/TWW2/htttuQ0ZGBkpLS7FlyxbU1tbi17/+NZ555hkUFBRg8ODBLZabPXs2fvvb36Jnz54oKyvDpk2bcPz4cQwcOBAPP/ww8vPzcdVVV8k+5siRI7Fjxw7cd999yMrKwo8//ogdO3YgKSkJI0eOxJtvvok///nPql+jYcOGYcOGDRg7diyioqKwdetWnHbaaZg8eTI2btyITp06tVhm2rRpGDNmDDIyMlBSUoKNGzfC5/Nh2LBheO2117BmzRp06NBB9bYAOjoUjRgxAi+//DJ+//vfY+PGjZg4cSJycnKQmJiodZWkg1xh3y0ntpUUJYLvo+SEtZpfLavpVBTwGDqmONPLiDCRXQUhM7oVAeq7SCkJFYnQ2SgjocyUAFR2x5O27sNERERGUdulyO2c9neCE94/K7sVhesUaTR2LiIiEldG3S6UxvbQtKyeLkW53aNRsKcx8h2JiGzC7kVERETiSkhIwF133YW77rpL9bLjx4/H+PHjZW+75ZZbcMstt6he5zXXXINrrrlG9XKSbt264cUXX9S8fCh5eXlYuHCh4vvffffduPvuuw3fDkBhoCi4nVSw2bNnY/bs2WHvExUVhfr6euVbRrpJJ7OdVDAw6sRyuECKPzVToGkNFemh9b3Te7JflBP84YpH4QJhSqZBA+SnQlPL61OnWVnQIiLysrqMXnZvguOpCaW4edoztd/bTp7G1I730Y6/GawivZZG7BPBn0VR/v4gInIahoqIiMJjuIiIiIhIH0WBIp/Pp/uBjFiHlyX26oHjGpf1P6EtYuHfzJPHSgtHIhaN7HqvRDuZr7VbEaCsY5HEiHARYF/ASMQuRdm5HR1dhCQiEpn0vSja9zaJy4qxJffHJlZ2K7KDkV2LJDymERFppydURGJj+IHIWAwXEREREamnaOLrxsZGQy5knOyOJ5svaohyUrtk++7mi1WPFYmSk+FWhXz0PI6ek/oin8APt21FBQfDPu/dxbURX9Oig0kBF6OUVnduvjiVUWErIiLSR+77KTMvp/lCkYk81jGTXV0vjaT1vbPzOSgZg2pdryiM/lEGj2dERJHltD/S4rqMul2GrUup3O6KTisTEQmpZ5/0gIAREREREcnjX34uoDZYlNMtzrZgkVUholCPHYkIoSKGiUKLtP8YESxqXldQwMiIkJGTQ0VGY6GIiMh4LMQbS6QwjR5WhYmcMJa0izQGNeLvCJHCRJLs3I4MFhERWUxrgEgOQ0VE5GVSsIjhIiIiIiJ5/KvPRdR2LbIyVGRnkCh4OyIRIVSkhdvDRP6UBotCvSb+RR0176URASOzuhWZHVYKd1wRpfMZERE1Ydei8Jw27tHCyACLSJzYpSiYnvdG9PfTjCmkeSwjIlLOyJCRGgwVuRenhCKvYbCIiIiIqCX+xedSooSKRAkS+VOyTXaFiuyYjkK090cNpe9lpNdHa2FHb7CIiIjIbCzEe4PWsHQoIgVw3Ezp++WkcJgZ3YoABouIiJSyY+ozgKEiMzDMQ2QfBouIiIiITmll9waQMnUZvQL+n5FQBiB8KEEKFRkxVZMWogdVSrbvDntSuqjgoCknw0Oxo0gg+nuklPQ8Ir2fknDva/D7oCR05/8ZUzP9YGl15+bPsl4ZCWWWdClSezzJzu3IoiQRkc2k70e3fO/TKWaMH7V8b1u5b0Uaw4di9dheDaeEhdQwawzo/97zmEZEJC+jbhdKY3vYvRlEFEK4AF7BnkYLt4QikUJFDPi5l1uDY9xniYjISAwUOZzSYFG4EEBOtzhDT2I76cSu3lDR7uJaQ7o86Xn9tZ6od9L7pJT/czIiXAScem+Uvs/SZ01psMgtoSKjjyNERGQ8BotO0RpKEYGZ37eih4n0EjlU5EbSa21WuJzHNCIiY+W0P4Ldh9tpXl4KSTAQQdSS0i5eud2j+RkSUM8+6QxoOJxbg0OhRHq+1SfjLdoSIiJyA/ajdYmMhLKwoYRI4Qajpj5z4slcu7eZYSJzKJ1uT8mUaID6qSbUdPIxMgQkHQuMCinJCXU8CXUcCVW4c2ohl4jI6Xj8VU6kLntOmvaKyJ80DZpZYS5pOjROi0ZEdIpdU58BnP7MKF4rfrtRbvfo5gs5H6dBcxbp/eL7RkREpB87FDlQ04nYUtnbwnUo0TJdkRpuDalY1aVILYaJlFEyHRpw6vU0smNR0cEkWzoVSbSsT2m4SW2nolC/UOcvy4mI7MHjr7NYESRyUnciPR2m2KXIXsGvvdnTokl4rCMiL7Jz6jN2WSEv0xsg4udHbP7hFHYtEg/DQ0RERMZjoMghfmmbg2S//6cfKQQAHGrXs8V9w02DZlaoyOknaO2a9oK/MreO0vdYaZFJaZDM7lCRWnKPHy6kCLTsxiS9LqGCRXKFo8y8HMcfR4iInIjHX/GJGiYisZn5gwcj90krAkZA6B8X8PhHRG6nJVSkd+ozCadAcz4W5tUxshMRQ0XOIH1GGCyyH49XRERE5mGgyGGaCvenTuBGChapCRWF6ixC4v2Smd2JzCXa+203/5CR2mMK0LLoxG5FRET6+X9P6S3AM1QkLpHDRE7eZ9w01rOjU6rcYxq1r8q9L2YG3sL94MDJ+zgRkUgYjCAvMGNaM4bynEMuzMKQkbkYICIiIrIOA0UukX6kUFWoyEg80WotLxZ9jGJ0Jyq3dikKJ1QHtFDdigBOg0ZEZLZQ3d/UYKhIPCKHichedoSIInFTyEjCsBERuYWdXYokDEaQm5kRJiLnCxV4YdBIO4aIiIiI7MFAkYuoCRWZNfUZiYknvE8xeuozrwrXAQ0wbho0gPsvEZESDBWZw66xAMNEFIqIYaJQrA4ZAdbt15H+nuCxlORo+XEL9yUyipZQkRkYLFKnZ590hg8EZ0WYiF2+3CVcKIaf90AMEBEREYmBgSIHyukWh9jifABAXbfeAbeFChWpWbeak7w8uSU+vkfmclOXImkKRX/hjiehuhUBxk2DBjBYRESkVLhjqVIMFXmD3tAF9xF7OClMFErwczA6PBcuBGhliI6BI/Knp0tuqGW5D5EWakNFRncp8sdgkXIMFYnLys5EDBV5g9IAjRuPCQwPERERiYuBIoeLLc5XFCpil6LIjJ4OywxqT4LzJKM8dimSDw9Ful+ocJHabkWA+mnQgMCT6dy3iYhC09utiKEidZwW8nBLZyK9Y3enjfOs2M+Uht8lRvwtaWYXo2CR3m8GjshIZp9bkFs/9xvvSd63DZVd+6paRqRQERAYyGBYIjQ7QkUs7ouHoSKS6P182hlI4rGFiIjIeRgocoj9NZ2Qm3xC9jY9oSIirzIyVKS0S5EIlAaJwi0bampFwJhuRUDkLhtGn6DnyXcichuGipzLzOnOjAhMcL9wD7UBokjLG/VjFbO7GIUiSncjIPxYl59Bcdn9A6Xgx+e+4g1uCBVJ2LUoPHYqEouV3YnkHpefE9KDoR4iIiJSg4Eil1AaKgqmp0sRT05Zi92JnE/NtGdG0hMiCre+UMEiLd2KgNDBIisKOEac/OdnjojMpnbcZkSoCODxzS3c0pnISE7pUmR0cN2s8ahVASPAupCRxClhI4DHbDvYHSQKhQEj79ASKhIZuxbZj2ED8TFYRERERERWYaDIgbI7nkTV2p0AgMTcXs3XKwkVsUsR0Skidykqre7c3PVHD6PDRMHr1tKtCFAXLAp+7UUtiHLaASISUaSOb0q4sVuRqMVfsxj13em2/cBrrA62mxUwAkKHrKwOGgFihY0AZcc3fpb1cep3iP9219VUYt3nNm4MGU5tqEjULkXBGJoIxC5FFIyfESIiIiIymz29OckwVQU7A/4fW5yve51OmbqJQuMJYuXc+lqlHyk0NUzk/zihhAtEhStoRToGZed2bHERVWZeTosLEZEd9B4rvXj8Evn7RQ1Rg7iiKCo46InXyI4umXLbIF3MktMtTvZiF7lxqwjjV7kxKserofH1IREl79um6LpwMup2qbp/Tvsjqu5vpNzu0bZNMSUadg8iOfyMEBERkZM8/vjjiIqKCnspKChQtc558+ZFXOfy5cvDrmP9+vW49dZbkZmZifj4eKSnp+Pcc8/F//7v/6K+vl7PU1YtPz8fN998Mzp37oyEhATk5ORgypQpOHr0qOz9V65cGfH5z5kzR9O2sEORC1QV7AzbqShSlyIt0565NYRBFIpRXYqsmPZMa5AoUiAxuANa8ONZ0a0oFCuKMkYVG9nJiIjsYsQUaDxemcvo7ipGBmVEfO+VdptUwinTn6klQpBIjpndi+SI1NFIIlpnI39e7nLEwBA5nVs7FUnYjaWJmZ2KGFhSpmBPo5ABHn5GiIiIyEkyMjKQmZkpe1tSkrZzRR07dkTPni3rlQDQrl3ov2WeeeYZPProo2hsbMRpp52G/v3748iRI9i0aRO+++47TJ06FW3atNG0TWp9/fXXuPLKK1FVVYX09HTk5eWhoKAAzz//PJYsWYK1a9fitNNOk102JSUF/fr1k72tc2dts1gxUOQSwaEisg47OjmfkcUou2kJEyntbCbdz45gEWBvwQdQFlrSWvwJtf+5tVBDRPZhqMg7xWK3h4nM4LZQkZ4wUaSpd42eRtvqgJEk3N9yooaNAPsDR4DyY6nIxw+vfB+Q97g9VASgRZDDi+EJM0JFDBOpI2qoCAj8jHjx80FERETOcPvtt+Pxxx83dJ0jRozAvHnzVC3z6quv4pFHHkHXrl0xd+5cXHLJJc23VVVV4auvvkJ8fLyh2xlKZWUlxowZg6qqKtx7772YMWMGYmNjUV5ejmuvvRZr1qzBxIkTsWzZMtnlzzrrLKxcudLQbWKgyIEyEspwYGNTW+JOA+X/4FfbpYjCs7uwoOaEscgnbEWmJFQkepHJzDBR8DKhQkXSdsiFioDwx55wwSJArHBRKKH2D6ODRgA/60SknXSs0nts4nFI3GC5CGEDqxgdDJdeO5HHfEpoDRNFChKFup9bAkb+RA0bAWJ3NwrG0A6RsZROO+aFUJE/uVCHF0IUZnYqImX89zOGi7TT89qJ+pyI/NlxfOBng4hImYMHD2LKlClISEjAF198gd69A+ufiYmJuPrqqy3bnjlz5uDQoUPo3bs3Zs6ciZiYGABAWloaFixYgJycHHzyySfYuHEjBg4caMk2MVDkcAc27moOFUWa+swobi0e8UQniURpMUeiNkykJUgkt3y4bkXhQkVA6MJTpGARoL6AK2rRR2+XELXcevwm8iK1U0PKYbcidzI6TODV99gtwSI11I4/Qy1rxg9XRAgY+XNq2EgiWuiIiMzhtVBRsFDFW7cVWKWuQnqDRexOpJ+0b4kaLALM7+5lx3P3ymednEWE40C4bTh5wv7tIyISxdy5c1FZWYk77rijRZhIiYKCAjz33HNYsWIFysrK0KZNG5xzzjl44IEHcPHFF6te3+LFiwEA48ePbw4TSTIzMzF8+HAsX74cixYtYqCI5O0ursWF8lMJAgg/9Vm4An92x5O2n5Ql8gIlvxYXPUykVLhjDhC5U5qRxyWjO0gYVSiy+tfldgcnvVqUJjJTTrc420NFgHM+30qPg3aESIz4bvFqmMjM6WvtDhZpGcOo7U6kJ0gUaX1mdcWVe46i/D0rcthIwtARkXeoDRWpJXqoSI5bwwd6uhUxTGQsJwSLJE7YRq3c+lkncbn580REZJavv/4a27dvR3l5Odq3b48hQ4bg1ltvRadOnTSvc8uWLbjppptw4MABpKSk4KyzzsK4ceOQkyN/7vDjjz8GAFx11VUoLCzEK6+8gq1btyI2NhYDBgzAxIkT0b17d9ll33vvPdxyyy2ora1FcnIy+vTpgwMHDuDTTz/FZ599hlmzZmHSpEmKt72+vh7ff/89AGDo0KGy9xk6dCiWL1+OdevWyd5eUlKC8ePHo7S0FElJSejbty/GjBmDAQMGKN6OYAwUOUSX+AMAkmVv8+9SBASGisJ1KeK0Z86ht9hHxoh04j1SwSdSccfsIBFgfJhIz/RngDHdiuwQ6b02olgUaX9z4jHBqGKvUwrcRFaxO1QEOC9YRKSWHVPfWhEmMluksZ6RRA4ZSZwQNpKo2d+dOC4lcrKMul2q7q8mVKS2SxHgzFCRHDdMm6YlVMQwkXmcFCzyEgaNyEj8fBORl/h8PlRUVARcFx8fj/j4eM3r/M9//hPw/w8++ACPP/44Xn75ZYwfP17TOjdv3ozNmzc3//+jjz7CU089hSeeeAL/+7//G3DfxsZGbNq0CQBQWFiIG2+8EVVVVc23f/LJJ5g+fTpef/11jBs3LmDZH374Abfeeiuio6Px6quvYuLEiYiObvpe+PjjjzFu3Djcf//9uOCCC9C/f39F2753717U1dUBALKzs2XvI11fWChfI96zZw/27NnT/P9ly5Zh2rRp+MMf/oBZs2a16HqkBANFDpR+pBD/WVqC7GtOtSoKDhWROuGK3OFOpOrteqK3AEjisDJMpCVIBJjXmUhvqAhQ1q0IEK8oFIoVxSIjippOLf5oDSYx6EBusLu4VvbzL0KoCBA7WGR0dyKju9/pfQ+92p3IrawKExndnSjS41j9gxbRpkoLx0lho2B6x6VOHZMSOYkVoSIArggW+fMvFDslbKAmVMQwkTUK9jQydOAAbggVkvn4WSYvqKnl8Y9aKj3gwy+//ILU1NSA6x977DE8/vjjqtfXuXNnPPzwwxg5ciSys7ORmJiITZs24emnn8Znn32G22+/HWlpabj66qsVr7Nt27aYNGkSxo4dix49eiA1NRX5+fmYOXMm3n77bTzyyCNITU3FPffc07zMsWPHmgNEDz/8MHJycvDKK6/g7LPPxk8//YS//OUvmD9/PiZMmIDevXtj0KBBzcs+8cQTqKmpwaxZs3DnnXcGbMvVV1+NZ555BpMmTcLs2bPx+uuvK3oOR44caf53u3byf1tJ1/vfFwASExMxYcIEjBs3Drm5uejQoQOKiorwyiuvYNasWXjppZeQkJCAGTNmKNoWf1E+n8+neimyTEVFBVJTU7F50yYkJydj7jcZ+FPfFfjPufcBQECoyD9QFDztmX+x37+w739C1//kavAJS/8TfG4rLmgNEwHGFZKUniBWeqLVbe+RFSIVGfXsC+GKO1YEiQDzpzkLFyiSRAoVAeqKTCIXhPQQvWBkBNGLRl44htbXncC6z6/EsWPHkJKSYvfmUBjSWHDf14uwK30Evlzf9HuAUN87eo8hZnw+RflMiR4oAvS9f25+75SwYlpPqzoUuS1MFEy0LrluGlN6YRyphEhjTbnjhgjbV1dTiUUv9uFY0AGkseDu7/6No+2aftWaUbcLyfu2oXb7VgBAXF4/xetTM/2Z2lBRMLeFi4KJXmiLFCpimMh6DCK4g+iffTKeGz+7J09UYPzwdhwLUguff/45bpk4GZOmb7F7U0gwhVu+wIalU/Ddd98FXK+3Q1Ewn8+HUaNGYcmSJcjJyUFhYSGioqJ0r/f+++/Hiy++iNTUVJSWliI5uWlWqH379iEjIwMAEBMTgx07dqBXr1MZC5/Ph8GDB+P777/H9ddfjw8++AAAUFtbi9TUVNTV1eHw4cOyx9KSkhJ069YNOTk52LVLWZfZb775BhdccAEAoKGhobnjkb8VK1Zg2LBhiImJQX19vaL1zpo1C3/84x8RExODwsLCkFO4hcIORS7i36XIf9ozMocZRSRyJjPDRHpCRID5QSL/x4kUKlLaqQhQVmiyakoPq4tMSo4tTi8WaSnIWll4CVWUdlJhndznl7bKwhKidCryJ0LXIieEiaT1Ov0YbwcrwkRW8cLfGHZ1KwrFCVOlKaV0/3H7ccbq6QnVUrJ9IoSOyDlqt29VHCoyu1ORP6lrkcRtASPRuxeF61TEMJE92KnIHSK9hyIeD0g5fkaJiEKLiooyPYQYFRWFadOmYcmSJdi9ezd++OEHxdOFhfPEE0/gH//4B44dO4YVK1bg2muvBQAkJCQ032fEiBEBYSJpe+677z7ceuut+PLLL9HY2Ijo6Gjs3LkT1dXViIuLwxVXXCH7mFJPn/379yveTv/tqa2tDfi/pKamBkBTRyKl7rnnHsyYMQP79u3D0qVLcd999yleFmCgyPGKgqY+M4pXihl2TXUmtz4lr7cZRT6KTOu+oCdM5JQgUfBjGhEqAiJPgWYlrcElMwtRZhYbRT32i1B4YdCIvMKs8Yb/Z8jKz41TwkREWvctJ3UnktsGUcZ8/kK9pk4NGgXTsq+JOkZ0q1DfSTwfQKGYFSoykpsDRqKGixgcIrKemYEUkY4vbsDwEBGReUaPHo2yspbnnlavXh1x2V69eqF9+/Y4fPgwdu3aZUigKCUlBXl5edi4cWNAt6DU1FRER0ejsbERubm5ssv27t1U96ysrER5eTnS09Nx7NgxAE2hnzVr1oR97Orq6uZ/T5o0CZs2bWpxn0WLFqFTp04B05wdOXIEnTu3PGcmTXUWako0OTExMRgyZAj27dunuFuSPwaKHMjIoIB/0T6740nXnCBVQs9UZ6LLzMthgdtmXgsTqaEmVASIWWRSQklxT8RjrlWFcjOKUpGO3WYVYIK/T3j8JbsZEQw3O8QsQtciiswJY0qruhOZ+feBnu9ep4aJ/DlpzBfp9RZxbGcUrfspg0jGEnUKNRKDmlCRUnq7FIUTHDAC3BEykgrULPxTMIYXSC8r9yEnH8P4WSMist/69etRXFysefnY2FgAUDyll9Z1xsbGonv37ti9e3fIqdv8r29oaAAAtGnTBgDQpUsX7Nu3T/E2bN26VTaAJIWOsrKyEBsbi7q6OhQVFckGioqKigAAPXtGrrP60/OaMlDkAv5dikJNe+bfOURpMd/N9BQe1J5IlU46Rzq5zC5F9tG6P2g5qR6ugOOGIJGSLkXAqefqtG5FRmNRKjQrA0dmTe8EMCxB9nFCqAgw//PixO5EXukUSk2sDhOJzEnBolCUviduHuMFYxDJfOxm5E2127fqWt7Kqc/UcFPIiMEiInIyhnKIiEiPvXv3al72l19+wcGDTX/Pdu3a1ZDtaWhowI8//ii7znPPPRe7d+9uDuoEk66Pj49Hhw4dADSFeWJjY1FWVobDhw+jffv2irZj5cqVYW9v1aoVBg4ciHXr1mHNmjUYOnRoi/tIgaSzzz5b0WNKtm/fDkDba8pAEXlOpMKSnqnOwp1AVtIByshQkRN+Ue5WofYDM8JEIoSIrOD/2jm5yKSWU7scGcHKwJGZv/Rm9yJyOiuDzEZ3LTI6TCQ6M6eqE/XY5eTuRHrDaVrDRKJ1J5LjhmBRJF4e4yml5jPC8JE8Bo28yaypz6wMFQWTCxkBzgkaMVhEAMMZRERERErNnDkTPp8PqampGDx4sCHrfP3113H06FHExMTgoosuCrjthhtuwL/+9S8sW7ZMNhz0xhtvAADOP/98tGrVFK1JSkrCZZddhmXLlmH27Nl4/PHHDdlOALj++uuxbt06zJs3Dw888ABiYmKabyspKcFXX30FABg1apTidX7xxRfYtm0bAGD48OGqt4mBIvIUs8JESk/o2xEqAljAjqRk+27LClJytISJRA4SKe1SBGjrmOaFIpMaTuhOYEZBLNwx2YiiklkhI7ljDY/RZBajOt1Y3R3RiK5FZoSJrJoSUnoskQrkoo0p7Ry36WXEfuSE734jeH3Mp/Z99nIASe3nSqTjqx2yczuipirB7s0gE5kVKhKN04JGud2jGSoiIiIiIs/bvn07XnrpJfzhD39AXl5e8/XV1dWYOXMm/vrXvwIA/vSnPyEuLvDv/UWLFmHKlCno2rUrVq9e3Xx9RUUFfvvb3+L+++/HkCFDmq9vaGjA3Llzcd999wEAJk6ciC5dugSs86qrrsKvfvUrbNiwARMnTsRbb72F5ORkAMCcOXPw0UcfNW+Pv6eeegpffvklnn76aSQkJOC+++5DYmJi8+1lZWV47733EB8fj7vvvlvx63P33Xdj+vTpyM/Px+TJkzFjxgzExsaivLwcN910E+rr6zFixAgMGjQoYLmxY8firrvuwkUXXYTo6KYwu8/nw4cffoiJEycCAC699FLVnY0ABoocqapgp92b4EjhCg+RiklGhIn8768kVAREPtGptMAn8i/LnSrUPqG2O5HSMJHIASK9tE7DaPYv7L1avDKD1VO7hfp8GjH9k8TIcEWkwjiP36SHU0NFEi3hIjPCJmqK1aGOeWqPdVreO7PfJxGCRVaHiYzqTiRCkMgJ3YnkeD1YpJSa/cPL4SOA3Y/IG9SEipSys0uRGsFBI5ECRuxWREREREReV1dXh3/84x/4xz/+gfT0dGRmZgIA8vPzcfJk07mNiRMn4s9//nOLZY8fP47i4uIW1zc2NuKdd97BO++8g7Zt26J79+5o1aoVCgsLcfToUQDAiBEjMGvWrBbLRkVF4b333sN5552HDz/8EKeffjp69+6NsrIy7Nu3D0BTeCi4s8+AAQOwcOFCjBs3DlOnTsUTTzyB3NxcxMXFoaysDKWlpQBaBpEiSUlJwTvvvIOrrroKs2fPxsKFC5GZmdn8+mRlZWHu3Lktllu+fDneffddtG7dGj169EB8fDz27NmDQ4cOAQAGDx6M+fPnq9oWCQNFDpPTLQ7Yb/dWOI8oYaLg5YzoVsRQkXNFChM5OUSkpksRoD1UZCY9RTcWvNQJdyw1suAldzzXWiQK/u6wooAfjMd0sppdoSJJuHCRlpCJ0qCI0sJzpHGh0vFf8GOLWMy2I1hkR1cihonE4tUpcM2gZX/yaghJyedXxOM0EaA8VOSUqc+08g8YiRIuYrcib+F0Z0RERESnZGVl4amnnsLatWtRUFCAH3/8EbW1tejYsSOuuOIK3HHHHbjssstUrbN169Z47rnnsHbtWmzbtg27d+9GVVUV0tLScOWVV+LWW2/F6NGjERUVJbt89+7d8cMPP+CZZ57BRx99hC1btqB169a4/PLLcf/99+PSSy+VXW7kyJHYsWMHXnjhBXz++ef48ccfERMTgy5dumDkyJG47rrrcM0116h+jYYNG4YNGzbg6aefxooVK7B169bmdT7yyCNo167l3zXTpk3DypUrsWXLFpSUlKCyshJt27bFsGHDMHbsWNx2222IjY1VvS0AEOXz+XyaliRLVFRUIDU1FZs3bUJycjJWleTgurW/w9rHV7S4b/Y1TQm+TgNP/WGfmNur+d/+xX3/wr3/yVj/k4T+J8Wk4pETi5eihYmCKTkxq+QEpZoCnxPfR7Op3U/UdCiSK+CIHCaqKtgZcOzQSk2gSCJaqMhsLIZpZ1ZRy4iCkJ2BC6XH9/q6E1j3+ZU4duwYUlJSTN4q0sN/LHg0the+XN9KUzjByGKnnfu4UawOEwVTewxT+/5Z/R6ZPbZ0aphIhCAR4I4wUTgcTzmDVwNJooaNaqoqMOP36RwLOoA0Ftz93b9xtF1/AE2hnvjPFypeh9JORUpDRU4LFIUiSrjIa8GiUOEaN78ODBQRkWhOnqjA+OHtOBakFj7//HPcMnEyJk3fYvemkGAKt3yB7z9+ENu3b7d7U8gG7FBEETm1aBSp8BCuSBDp5L9RYSJpXVZ2KgLYrUhOyfbduotVRuwXonQlMiJUpLZLESBmpyIz2dUFya7CopEFP7O6Gvkf/43oXmT1d6iW6aGI1JL2caeOEe0OE0nLmNmpyOpuUmYde+wIEgFihImM+nvD7WEioOVzZMBITF6dks3IDplEZlPaqciJXYrkiNK5yCvdiiKFatz6OjBMREQiCJ4O9HhcpU1bQkRETsRAkQMd2LjL7k0QnlPCRP7rVBIqAsKffFRT4LNjqgovUtOdSIQwUVXBTrs3wXOhIq2cWCAMtc1GF/7kjtNaClPB3wdaij8MF5EozJg6y+4p0LQQIUzkv6wbpj8LZsQY064gkRFECRIBzhwrGEHueTNk5Cxmd32zW6jjhBOO8eRMSqc+UyOjruncpBuCRcCpQqtdwSIpdOLGQA2gPFTjtlARw0REZIfg8BAREZFeDBQ5SGl1Z1PCLG6iJ0gE6JviTMkJ+3AnsqX129GtCGCx2W4ihIlEwlCRt1hR+DMiZKQ3YCT3HWRVGIPHeufbX9MJrbVNcdzMrFAR4IxuRSKFifzXYVaoyO7Al9pQoyghIj3difSEiYz+O8+rYaJQ2MXI3ZR+fkQPHjFoRGodWF+AToNzFd1XaahIaZciiVu6FUkYLDIeQzVEROZheIiIiKzAQBHJctIJKyXFBz1BIiD8CUo1J+ul++oNFhndrQhgJwvAmGnP/CntTiRSmEjvNGdERrGim5H/sV1vByMjpkdr3hYTAwDSMa6uphLrPjftYciDRA8WiRgm8l+XW0NFElHCQuG4JUgEMEykBANG3mTWlLlmY9CIwlETKlJKS6gIcE+3IsD+6dDc0qlHS5jIy8+diCgSBoiIiMgODBRRM5FPoMlRWpgwc3ozrSfrRQ4WAexkoYXWYpBIYSIiJzAraBT8Gba6e1HAtgR9b4kQBiD3MHvaLDun+dPLjjCR/zrNDBUBzns/rKInSARoDxMxSCQW/9eO4SJvMmrKXCsxaORdyfu2Qcu7rGbqM7WhIuBUsEiOk8NGOe2P2BYqApzbrUhPoMYtoSIyRqQAhV0dxYiswAARERGJgIEil8i+JlPTck46War2l812T2+mBINF4jG6S5E/ue5EoVQV7DT0sdl5iNzO6KARA0bkZmaHiiSihIuUBEbsDBMFr1vp8Ubt+8hgUSAGiSgUhotIEurz6sSgEUNG7mbG1GdGCxc2CkWkEJKdU6E5MVjk9e48Xn/+eqkNUNjdUYzISAwQERGRiBgocpiMhDLkLy3RtY5D7XpqWs6uUInTgkShQiPhXncjg0WRThRqDRZ5KVQUrKjgoO6ik5xQ3YmMDhPJrdOKgFFdt96mPwZZT00wLhSt30NaGBU0EjVgxGAAOYVd+60IYSIl47zgxzErVASIMw2aHYwaz4kQJmKIyBqcGo3kODFoFHzc2lFg04aQYQ6sL2jxf7unPjOamhCSVeEju4NFTggVGRWmccrzDcYwkTpGhyeC18eAETkBQ0RERCQ6Boo8Qmth385ig5VBIiD8Cf5IJ+yVFNil+5gdLFLSrQhQHyzyUrciI7oUBe8zSkMYZoSJQj0OuxaRHCMCQ1ofw66gkZbioP93hpbikf93EsNFZAeruhTJsWq/tTpMFGm8mJFQJlSoyJ+bjx9GhsLtChIxPCQOvhfGcGswy0lBo+4Z2o5n5A5mT31mh+DwkdkBI06DJs/rYRqvP3+lrAxPsHsRiYbhISIiciIGilym08BTfzBrDQuI0ApbTZhD9CBRqGWMCBbpnQYN0BYs8kKoyGxy3YmsChP5Px5DRd5mRXhIjXDbY2bYSG/3AVG6F3E6I1LLzlCRxKxwkZEhEiPCRP73MytUBOg/fkicfBwxo6skoC1MpCdIxOAKuZna/dvpASS5Y4GIISNyPrOmPnNKqMifFDAyM1hkV6gIELN7jxlhGhGfJ6knSoCC3YvIbKLs60REREZjoMgFsq/J1LSc/0k5UU5miRIkAsKf5DSiCG9EsEhJhwwzgkVu71YUvB8G72taf50ejtVhIrNxujNxiRYiUsrKrkZO717EYBGpIUKoSGJUqEVpoETJ97mRYaLg+ys5viiZ8tafUe+nkwJGZgWIJAwSEdnPjQEkhoxIKzXTgBnJiaEiwPxgkd2hIkCMbkXszMPXQOKkQAW7F5EaTtq3iYiIjMZAkcOkHylEy74mymktvFoRHFEaJtI7fYWVQSL/LjShAhZWT4UGhC9Qqw0WuS1UpGWqs+B9KtJ0Z3LdiezA7kTe4dQQkRJmdzUyMlwEaO9exGARmUmkUJE/taEWNcESu8JEwcuKMgVaxMcXKGBkdoBIYuX0ZgwRERkr0mdK1MCR3nEjkVpquhQ5XUbdLleGigB7g0VWhGhE71Lk5SCRmwIW7F7kXW7aj4mIiMzCQJFL+QcFtHYKsbJQoCTEIXKQSElARLpPpGARZ2B3PQAAgbtJREFUELoIrqSwreSX7EoK1EoL0W4KFUXqTAS03McihYmI7ObmMFEkcs9dT8hIb7gI0N69SE/XouzcjgwVuUTTPmNO8EfUUJG/UKEWtQETEcJE/utwSqgoYFssDBhZFSCSWBkkAjh2JLKD3OdOxJARA0akhZppzwD3T33mz8xuRXaHigBrgzdWh2hEDRV5KUzktdCF3PO1+zPuBV7bz4iIiJyCgSKH85/urNNAbX8Q+5+UErWQpGd6Mz1BIiB8MV5Lp5lIwSL/x7RqOjQg9HuvJFjk5FBRqDCbljCRHCVhDjumOzOzO5FR052lHyk0ZTorL/FymCgUJeFNJUQIF6n5zma3InfI7ngSu4vNG747IVTkT0vQRKQwUfC6jJ4CTU+HM7X83wsjjjNWhoj0TmXLIBGROwR/JhkwIpLn9FARYF63IlFCRYA53YrsDs+IFiqy+/WwAsMdgUK9HnZ/7q3AfYGIiMjbGChyOf/Cvn/hVKSTY+G6E7kpSBRuHVZ1LQIih4vCBYvcECqK1A1LSZAIkN+/lBSGRJjujFOdeQPDRJGZES4C9E2NZkWwiKEiCsdpoSI1jAgTmRkCURssUtOtCLDuhwN6wkVmB4n0hockWkNEEoaJiMTHgBE5mZldigD3hIoA47sViRAqAowLFnkhNKOF218XhkfU0fN62XG84PtLREREajFQ5DD+YYRQ3Ym0hgX8iwz+J//tComEKyiIHiSS6zgT7n1R07UIMHdKtHCFxEgdLkQKFSmZRs9fqP1NT5hIxEAHw0TeIOK+JzqjwkWAvu5FWroWqQ2AZOd2xI9bKlVtF4nDqECEksdwU7DIqjBRpOOvkuOL0mnQ1AYR7XhflYaLzAoSGfl50RsiAhgkInIyBoyIAiXv2wYArggWuTVUBLQMvoQKGDklICNClyKnvFZaMGhiPb7mRERE5ASOGAHv2bMHr732Gu688070798frVq1QlRUFJ5++umIy3777be49tprkZ6ejsTERPTp0wdPPfUUqqurwy6Xn5+Pm2++GZ07d0ZCQgJycnIwZcoUHD16NOxy+/fvx1133YWMjAzEx8cjMzMTv/3tb7F//341T1kz/7CAku5Edp9gUjPdlERrmCgjoSzsSfz0I4Uhi0Cxxflhw0RVBTsDLpHuE4r0OJGCS9K2hitaSc831HPO7ngy5OuV0y0u/Osc5v1RG+QxSmZeTsBFiezcjs2XYHKvQajXjGGiU4ya7oy0E3Hfcxolx1il/I/FagvJ4Y7TwSIdt4Nl9UpXtS1241jQHmr3K1FZESZSesxQej81xww1xwrg1Ptq9XvrP+4KvhjF/7kZMZWZ/0UPLd8BRCS24DGeiJ9xo45hIuBYMFDt9q0R73NgfYHh65QjBYucTOpWZKSc9keEDArkdo+WvZAybn6tRNxfich4GXW7kFG3C13riuzeFCIichBHdCiaNWsWZs2apXq5+fPn47bbbkNDQwO6dOmCjIwMbNu2DY8++ig+/vhjrFy5EklJLQM1X3/9Na688kpUVVUhPT0deXl5KCgowPPPP48lS5Zg7dq1OO2001ost2PHDpx//vk4fPgwUlNT0bdvX+zevRuvvvoqPvjgA6xevRq5ucpbDivl353ICCJ0JwolVGEgUpAoHD0dicKFg5Qsp6RrEaCsc1G4X7yHm0Ij3K/bw/2SPdy0OVZ0KtISXFJSsFKzj4Xat8IF04jMxDCR8YzsXARo616kdmojN3WVkXAsaC8ndyyyKkykVvqRQsXdigDjp0GT+L8+Tnx/AfG6EPkTMWBAROYRuYtR8PFt+x6bNkQjjgWtoXbqM4kbuhWZ0akIEKtbEWnn5iARwDARkduZEZwlIiJvccRouEOHDrjqqqvw5JNP4rPPPsOoUaMiLrN3715MnDgRDQ0NeO6551BaWoqNGzeisLAQZ5xxBtavX4+HHnqoxXKVlZUYM2YMqqqqcO+992L//v34/vvvUVJSgqFDh6KoqAgTJ05ssVxDQwNGjx6Nw4cPY9SoUfjpp5/w/fffY//+/bj++utRXl6OMWPGoLHR2LasoaY6U9udyI4CgtruRKGmngp14t+KjkR6KelapGR7AHVdi+RE6lgku4zFnYrUdCBS+uv3cL9kD/WLznCvo6hhInYnItLPyM5FgHkdSNzSVcYfx4JicOO+ZUeYyH9ZpcurOVZoZVfnIq1E60IkEblbCRFZS+QuRlnpzupaxLGgNmq7FOmVvG9bwMVpzCq4MqxhLKvDPQwTEZETSZ2IGCYiIiIjOKJD0SOPPBLw/3feeSfiMtOnT0dNTQ0uvfRSPPjgg83Xd+vWDXPnzsXQoUPx6quv4i9/+UvAr4rmzJmDQ4cOoXfv3pg5cyZiYmIAAGlpaViwYAFycnLwySefYOPGjRg4cGDzcosXL8aOHTuQlpaGN954o/kXTq1bt8a8efOwatUq/PDDD/joo48wcuRIza+FESEWkakNE8nRW/iJFCRS6sDGwMFapE5SZnQtAuQ7akTqWBSqW5HaTkVGUDN9mRKRCk9au11p7XRlxWfaijARkdcY2blIbQcSQNmUpW7qVsSxYBO7p6qVOKWrjZ7vfMDcMFHweozsVqTmOBGKqO+xEQEiM4gUEiAisYncxUhkHAtaR2uXIjnhQkWidjMys1MRAHYrchg3h4kYJCJyJwaIiIjIDK4cFft8PixZsgQAZH819Otf/xq5ubmoq6vDRx99FHDb4sWLAQDjx49vPmkgyczMxPDhwwEAixYtkl3uhhtuQHJycsBtycnJGD16NADg/fff1/q0WhQFzOhOZNV0Z2q61xgVJor0K3AlXYlCObBxV4tLqPtEorT7kZKuRUD45x2uW5EctZ2KlHYTCrVcuGW1dB8K1+Uq1C/TI/2aVMl+ZSerwkTsTkReZlTnIrUdi5RwUrcRI7l1LCgiue9aEfY5M8NERnYq07JOK7oV+RPlfdX6+EZ3IAJadh0hItKKxxJzcCyoT+32raY/RnA3I5E6G5lZjM1pf4RBDgfI7R7NMBEROQa7ERGRE0VFRSm6vPnmm4rXmZWVpWidTzzxRItlfT4f5s2bh4suugjt27dHbGws0tPTcfnllzf/rWe1/Px83HzzzejcuTMSEhKQk5ODKVOm4OjRo7L3X7lyZcTnPmfOHE3b4ogORWqVlJSgrKzpZMzQoUNl7zN06FAUFBRg3bp1uOuuuwAA9fX1+P777yMut3z5cqxbty7g+u+++y7icnPmzGmxHJ0iFwpRGibS2jkGiBz4iBTuURISkru/ER2LgFPbHynQEerX76F+7R7q1+3SexL8a3Xp/ZPrVpSZl6MooBYpfBSpC5HZnQgkSgp+XgkSkVgOtetpeJHbKZR+5swOvxnRuSgjoUxxtyKlHUjc1K1ICY4F7RfuO9nsfdHsMFEk4Y5HWsdrwcw4TigRahxoJj1BIqOw0E9EVmD3IuNwLHjKgfUF6DQ419LH1CtUqMjKrkZSUdaMbkUAOxbplds9GgV7jJ0+0M0BIn8MExG5BwNERORkof5uAoAjR45gx44dAIBzzjlH8ToHDx6Mrl27yt528uRJbNq0CQBw7rnnBtzW2NiI3/zmN80/SunSpQuys7NRUlKCzz//HJ9//jl+//vf46WXXlK8LXp9/fXXuPLKK1FVVYX09HTk5eWhoKAAzz//PJYsWYK1a9cGdNr1l5KSgn795LvOdu6s7TyDKwNFhYVNJ/rj4+Nx+umny94nOzs74L5A0/zqdXV1AbcrWa62thYlJSWKlpMeIzY2VvHzicRpwQG50IiIYSKjg0Shljc6WASELlZJr0eoYJGZU6CFCxXpCRKFKzIZESBSE85QGyIya7ozq48J7E4kFq+EirSG9pROHWmE4PdBTcDIjKmNvBQq8tpY0GnMChspCZ6YGSZSclyKLc5XFCoCIh8zrJwCLZgVwSI7gkQMDhGRSBgw0s6NY8F9sdloo2qJU7SEioyc+swockEjs0NGZk2BJmGwSDujQkVeCRIRkXswSEREbrB69eqQtz3yyCPYsWMHhgwZgjPOOEPxOsN1g/3nP/+JO++8E507d8awYcMCbluwYAGWLFmChIQEfPDBB7jiiisANHUt+uc//4nf/va3ePnllzF69GhcdNFFirdHq8rKSowZMwZVVVW49957MWPGDMTGxqK8vBzXXnst1qxZg4kTJ2LZsmWyy5911llYuXKlodvkykDRkSNNf4y1bdsWUVFRsvdp165dwH2D/y3drmS5Y8eOobGxUdFyjY2NqKioQFpamuz9ampqUFNT0/z/iooK2ftlX5Mpe72S6c6cQG+YSLSuRErWpTRYBOjvWhSuW5HZoSI1wk1lFnKZMEWkSEUiLSEMraEGt4SJiKxkdOcvpR3ejKKle5HRXUi8Eipy+1jQ6K4zItESNlIaPLE7TBR8X6d3KwLMCxZpCRNpCRIxQERETsKAkXJuHwtaRcRQUTApZGRmsMjsUBHAYJEWDBOpx+5ERM7GIBEReYHP58P8+fMBALfccoth63377bcBADfddFOLqa0/+eQTAMDvf//75jAR0DQt25133olPP/0UH374IT777DNLAkVz5szBoUOH0Lt3b8ycObN5e9PS0rBgwQLk5OTgk08+wcaNGzFw4EDTtwdwaaCouroaABAXF/pEdHx8PACgqqqqxXLhltW7XPCywZ599lnZufskRgRZRCtARZrGCjAuTGR1kKhoaUnzv0OFwILXHSlYBBgzHVqoX7+bHSpSwsggkd5pS/wZFWZwU5iI3YnE5MYuRWZOI2h1sAhQ3oEEMCdUVHVCW+cPp3DzWNDLtHasUULreEHPsUlptyKjjxOA8X8PGBlWVPs+qw0SMURERG7BgFFoHAu2pHXqMyeEigDzg0VWhIoABov86QkMeS0oRETuxiAREXnJN998g7179yI2NhZjx441ZJ3FxcX45ptvAMiHlKS/z0J1m83JaWqWUV9fL3t7QUEBnnvuOaxYsQJlZWVo06YNzjnnHDzwwAO4+OKLVW/v4sWLAQDjx49vEX7KzMzE8OHDsXz5cixatIiBIj0SEhIANLUcDkX6tU9iYmKL5aRl/f+vZrlwjxe8bLCpU6di8uTJzf+vqKhARkYGAPmT5f4BAi2FUKu7FCjpUKOkiCBXCNBb7NEbJvIPD4W73a5gkZpuRaGm0DA7VKRlajO1QSIjOwxowTARkXpmfy6DH0fEYJGdUxs5kVvHgqSd1g6GZoWJ/Ndh5BRoSovJonYrMjNMxCAREbmd3HHOqyEjjgW9K3nfNseHigBvBYuM6DQEMEQUCbsTETkPg0RE5EX/+te/AACXX345OnToYMg658+fD5/Ph379+qF///4tbj/zzDPx0UcfYe3atfjDH/4QcJvP58O3334LABg8eHCLZd977z3ccsstqK2tRXJyMvr06YMDBw7g008/xWeffYZZs2Zh0qRJire1vr4e33//PQBg6NChsvcZOnQoli9fjnXr1sneXlJSgvHjx6O0tBRJSUno27cvxowZgwEDBijejmCuHGlLbYSPHj0Kn88nex+pNbF/K2L/f/u3Lo60XGpqKqKjoxUtFx0djZSUlJDbHh8fj5SUlIBLsEiBFED5VCr+tHaT0SM4QKJkqjOjw0RVBTvDhjwObNwVNkxUtLQkYpgo+P5KRHpcf0pCKuFeh1Cvn9xrHapwEzLwo6ADVbj75XSLC7lfhOpcFbzd6UcKmy/BYovzAy5mkPYxhonISlq+B6iJVQEmf0o7SiktiGuZ+sdN3D4WJHVEDRP5r0vJ+pQcJ9SEZkKNpfQKNXZTspxSarZdbmxIROQV0jEw+OJ2bh4LSp14tDiwvkDTcrXbt2p+TDvoeY0isbq4m9P+iGuDIAV7GhkmIiIKgWEiIhKRz+dDRUVFwMX/hxN61dTU4P333wdg7HRnUkgp1DonTZqETp06YcGCBXj44Yexd+9eVFdXo6CgALfffjvWrl2LCy64ADfccEPAcj/88ANuvfVWREdH49VXX8XRo0exadMmlJWVYenSpUhOTsb999+PLVu2KN7WvXv3oq6uDkDojknS9YWF8ueK9+zZgzfffBMrVqzAsmXLMG3aNJx11lm455570NDQoHhb/LmyQ1HPnk1F1JqaGvz000/o0qVLi/sUFRUF3BcAsrKyEBsbi7q6OhQVFaFz55a/5JJbLi4uDpmZmdi7dy+Kiopw7rnnhlxOegwjKA0RiPKLtODuRFqmOlMTJtI7vRmgvytRpOWUhMMObNyluFuRVcESIzsVqZ3ezKiORFYEBswKEEnsCBKRs7hl6rO6br0tD/ko6RpiF6OnQHMjN48FvR4WcyIjOkpKlE6BpoaZ06ABkTsWsSsREZH1usQfsHsTTOXmsaBebp/6TOKWTkUSt3UsMipIRMq4NZRG5EYMEpEIamvqUbjjkN2bQYL5qeQYfvnlF6SmpgZc/9hjj+Hxxx835DE+/vhjHD16FKmpqbj66qsNWeeGDRuQn5+P6Oho3HTTTbL3SU9Px3fffYc//elPmDFjBp599tnm25KSkvDUU09hypQpzT8ikTzxxBOoqanBrFmzcOeddwbcdvXVV+OZZ57BpEmTMHv2bLz++uuKttf/Byr+P2LxJ10f/GOWxMRETJgwAePGjUNubi46dOiAoqIivPLKK5g1axZeeuklJCQkYMaMGYq2xZ8r4/uZmZno1KkTAGDNmjWy95GuP/vss5uva9WqVfNcc2qW8/+/2uW0UhIwUUtpJxkttEx1pqRYYFaYSEl3IK1hIqPXYbZQhRgtnYrkLqrWobAjEYCIHYmM4N95SO5iJjvDRKKGLEieWzoV2bHfWR1iUhP+UtOpyIsBFC+MBUkZq7sThRsP6O0oqZTWEI1ZxwqpY1Goi5rtY5iIiJTw71AbfCFv4FgwPK90KjKTXQVfN3QsMjpMxO5EROQWDBMRkeg6dOiAY8eOBVymTp1q2PqlTkKjR4+WnX5azzovvvhi2R+aSPbv348DBw6grq4OHTt2xFlnnYV27drh5MmTePvtt7F69eqA+9fW1uLTTz9FTEwMxo8fL7vOa665BgCwatUqxdtbXV3d/O+4OPnzpvHx8QCAqqqqgOvPPvtszJ07FxdffDFOP/10xMXFITc3Fy+88AJeeOEFAMCLL76IPXv2KN4eiStH3FFRURg5ciQAyCa+1q5di4KCAsTGxja/mZLrr78eADBv3rwWbZ9KSkrw1VdfAQBGjRolu9x7772HysrKgNsqKyubW3T95je/0fq0wp4Ud1qBX8lUZ8HkprGSY0SYKBy1U5xFomRdSqc+s1q4UJHWqS7UTm8mR0uQKFI4yOrAUDgME5FaDBVpZ+Z0iHLUFLvUTm3kJW4dCxpF+l414+IGesJEkRgxfjCzIC7q+6g2SKQ2TBQufMBAgphKqztrvpA7Kf2M8vPsDV4ZCxYuUn8iWC8nhYrMnPoMsLfw69RQEcNERETyGCYiIieIiopqMT2zFG7Rq7y8HJ9++ikA4NZbbzVknfX19Vi4cGHEda5cuRIXX3wxNmzYgA8++AA///wzNm7ciPLycrz88svYtWsXrrjiCqxdu7Z5mZ07d6K6uhoxMTG44oorcN5557W43HjjjQCawkpK+Qepamvlu75L08wlJiYqXu8999yDrl27oqGhAUuXLlW8nMS1o+4HH3wQcXFx+OKLLzB9+vTmOdOLi4tx++23AwDuuOOO5l8sSe6++2506NAB+fn5mDx5cvM8deXl5bjppptQX1+PESNGYNCgQQHLjRo1Crm5uSgvL8eECRNw8mTTSe8TJ05gwoQJKC8vR9++fXHdddeZ/MzVCRf6UNJVSAkzpjrTEiZSEgKxoiuRqMKdTA1XlAlX4FETKjK7K5EcEcJBaiTm9vJUmMgtIRhR8PXUx45gkRIMFYXmxbGgCKEfkYJGWrsTaaFmLBHpvnZ2KZKIcrwwuyuR1kABQ0bWMjoUpCeMxHCSePR+Bvk5di+vjAW1hoq0dimiQAwV2SO3ezTDRETkGgwTEZEbjR49WjZkE8q7776Luro6ZGVlhb2fGl988QUOHjyI1q1bN//gRM7kyZNRU1ODv/zlL80/FAGaAlS/+93vcMcdd6Curg5PPPFE823Hjh0D0BT6WbNmjexFCiD5dx2aNGmS7Oty4EDTtOT+05wFT2kWfH2oKdHkxMTEYMiQIQCAXbvUf+84YuS9Zs0adOjQofnyzjvvAACeffbZgOtLS0ubl+nevTtee+01REdH46GHHkJGRgYGDhyInj174scff8SgQYMwffr0Fo+VkpKCd955BwkJCZg9eza6dOmCX/3qV8jMzMSaNWuQlZWFuXPntlguJiYG77//Ptq1a4cPPvgAp59+On71q1+hS5cu+OCDD9C+fXu8++67LebXczsjpjpTWhjQ84txq6Y407NuUbsUAZFDRZGCRVZ3JXJSiEhiZ5AIYGcit3BDqMjufdHqYJESarpxiNp9JBKOBVsSJbSjlFO2V2t3IqNFeiwrCt92v09mdiUyIzzAUILxnBDaYbjIPmZ/jvlZFgvHgk2MLjjqmfrMSZ2KzGZ3qMhJwSIjQkAMEqm3+7DyYhMRWSejbhfDRETkWuvXr5cN2YQiTU02btw4REVFGbIN0jpHjhyJNm3ayN7nxIkT2Lx5MwBg2LBhsvcZPnw4AGDDhg3N10nr69KlC3w+X8SLZOvWrbKvixQ6ysrKQmxsLACgqKhIdnuk63v2VFfvk9ZbX1+vajnAIYGiuro6lJeXN1+kVk4nT54MuD64FfGtt96Kb775BldddRWqqqqwY8cOZGdn4/HHH8fq1avRunVr2ccbNmwYNmzYgLFjxyIqKgpbt27FaaedhsmTJ2Pjxo0tfr0k6du3L7Zs2YI77rgDbdq0wdatW9GmTRvceeed2LJlC/r06WPsC2OC4O5BRnUpCrV+LdNiaelAE47VU5yFexyRRSrSRCr6SMEiuYvSdRnVlchJ7O5KBNgf4CBjMVRkDCuCRWoLWWqK6VnpYoY5QuFY0J3MDBcZ3Z1I71RnRixjF6tDYFZ0JTIbwwjaOTmg49TtdiKrPl/sRiYOjgXD0zP1mZ5ORQwVnWJ3QdjtoSKpIxHDRNoxVEQkFru/N4iIzLZ3796wwRp/u3fvxrfffgugKVBkhMrKSnz00UcAgFtuuSXk/Y4fPx5yuyTS7f6dhnr27InY2FiUlZXh8OHDirdr5cqVsq9LVlYWAKBVq1YYOHAgAIQMYEnXn3322YofFwC2b98OAOjatauq5QCgleolbHDRRRdFfDND+fWvf42PP/5Y9XJ5eXnN8+qpkZGRgddee031ckqkHynEPg3LZSSU2XJi06qpzrQGR5R0/LE65FO0tATZ12Ra+phGyu54EkUHk3SvQ06oMJEcN4WJ7GZXcMMNoReRHWrX0/EFkbpuvYXrFGSG9COFqj4Pdn3nm41jQfcL/v7XO57QQstxUc/YoqpgZ9jv+tji/LDfw2qPD0bwf5+Mfo/UBpa0BMOs/u6z4z1yGjd+Z/k/J6OnVyT7hTqO8LNuLo4FIytctAc9f9Nd07IH1heg0+BcTcvWbt+KuLx+mpZ1m4y6XSiN7WHb4+e0P+KY0Ehu92gU7GlUdD8yzu7D7RwVPiNyIwaJiIhaevvttwEAQ4YMwRlnnGHIOj/44AOcPHkSnTt3Dtl5CADS09ORmpqKY8eO4d///jd+9atftbjPV199BQDo1evUedykpCRcdtllWLZsGWbPno3HH3/ckO0GgOuvvx7r1q3DvHnz8MADDyAmJqb5tpKSkubtGTVqlOJ1fvHFF9i2bRuAUx2X1OCo3IOCT9a3mHLMgC5FVk115qYwkdmsCobo+fW6mjCRm4nQlQgQowsMmedQu56OL3zUdett635q1WNr6VTkteMmuY9Z3XCM7k4kMrOPA0ZNY6dlWSeEiSg0J3chUssrz9NqIo5h5boZsbMRmUmuK5GeTkV6iNqpqLJrX8sfk4Vi5cKFhdiNyDxOCZ0RuRG/I4iI5M2fPx9A+E5CkkWLFiErKwvnnXde2PtJ053ddNNNAYGcYNHR0bjxxhsBAE899RSWLFnSfFtjYyP+8Y9/4PXXX5fdvqeeegrx8fF4+umnMW3aNFRVVQXcXlZWhlmzZmHOnDkRn5e/u+++Gx06dEB+fj4mT56Muro6AEB5eTluuukm1NfXY8SIERg0aFDAcmPHjsWKFSvQ2HgquO/z+bBkyRKMHTsWAHDppZeq7mwEOKRDEbUkQtggFLkwUaSpzpQUEYJPwpkVJnJqkCjcPqGk6G33SVm1YSK13YmcQpTPtp0hDbv3Ra9htyLtj2klLV0u3NqtiLxDGhuo7YRj1dRcRojUpchpwr32RQeTDHlvGCZyJq9/H0nPn4Ff4zhtDKtkW/l3EBlBa6ciPV2KAPE6FdkRJpJIBWM7uhU5qUsR0LJTEUNE1pD2EXYrIjIfQ0REROF9++232LVrF2JjY5tDL+EcP34cxcXFYe+zf/9+fP311wCUhZSeffZZfPfdd9i8eTOuv/56dOzYEV27dsWePXtw5EjTeGnEiBGYNGlSwHIDBgzAwoULMW7cOEydOhVPPPEEcnNzERcXh7KyMpSWlgIA/vSnP0XcBn8pKSl45513cNVVV2H27NlYuHAhMjMzkZ+fj5MnTyIrKwtz585tsdzy5cvx7rvvonXr1ujRowfi4+OxZ88eHDp0CAAwePDg5vCWWhylEwDjuhRpCRPJUTLVmRyGiVqyI0wkYiFP9OnOROpKxM5E3sNuReI9jhwtRTN2KyKj2bFPiTiuAMQfW4hG7/uodd+zM3Dg9O9WPfy7EHk9TOSPr4mx3PYZi9TliN2OSHJgfUHY27V2Koq03khE6VRkZ5jIn11FZKeFRKRuRAwTWc9J4TMiJ2KYiIgoMmm6s8svvxwdOnQwZJ3z589HY2Mj+vXrh/79+0e8f9u2bfHtt99ixowZOOecc1BdXY0tW7YgKioK//M//4PXX38dy5YtQ2xsbItlR44ciR07duC+++5DVlYWfvzxR+zYsQNJSUkYOXIk3nzzTfz5z39W/RyGDRuGDRs2YOzYsYiKisLWrVtx2mmnYfLkydi4cSM6derUYplp06ZhzJgxyMjIQElJCTZu3Aifz4dhw4bhtddew5o1azS/xuxQ5CBGdl/I7nhS9a+9M/NyULJ9t7rHURAmMmqqs3BFHTdMcdZpoPpfNkUqeqs5Aav2pLeafcyo7kROJUKQCBBjijO3FQWcxmm/9JYj7cdGdywS4fMBaOtUBAQeT1nEJDVCfReHG6+ZsY9pGbu6QWxxvjDHH7swFOkc/H5Rh12LjCGNi5w+hlXDiOcaf/yEAVtCbmREpyIAtnUrEiVMJMmo28VORSQ0disiMh6DREREyr388st4+eWXFd9//PjxGD9+fNj7PPTQQ3jooYdUbUdCQgIeeOABPPDAA6qWA4Bu3brhxRdfVL1cJHl5eVi4cKHi+9999924++67Dd8OgIEiz1Ay7UlOtzjsLq5t/n92bkcUFRwMuE+4UFFwdyKjwkRKpjrTEyYSPUgUSagwSrjik1WhDSXFP7VhonCcON0Zw0QkGrcUZfz3aS3HBpE/E1pDRZKMhDJU1lUauEXkNnqL23YH2IyaWovsZUTIwunfZaJjgMgY/q8jw0XauSEYT6SE0i5AWqc+A/SHigDxpkCzk11ToDFURGr47ysMFxFpwyARERG5FQNFDhTcqUZr0VNR2CNEqCjiuoPCRKEePxK9JwSdGCYqWlqC7GsyFd3XqjCRnmKB3H6mp8jnppPEDBMFYncisbglWASIs48bSW+oiCiYWUVsab1GBA/M7FLk1GOd244FRu2HIryfbnpf/DFEZC6Gi/RhqIgokJ5QkRGsDhWJ1p0omB3dihgqIi3YtYhIPaeFidrs32H3JhARkYNwcmIKINtFSEE4KNL9g9crFygJPmEqdyJQTXciJ4aJjBCqcH6oXU/Lw0SS7I4nAy6ReOHkuQhhorpuvYUJWri16OYGWo8dZL70I4UsmnmMGV13MhLKLPnetepxnChcp00vkPYNN4WJ3Ki0ujPDRBaTXnO+7upw3EoUqHDRHk3LHVhfYMjjK+2opJfoYSKJHQVnhkJIq92H2zVfiEheRt0ux4WJiIiI1GKgyEH0FhvkTtLLFab0hIqMChPJYZgosnBhIi3sOHkdbl9wS4FIlDCRKHjS3xn4PonLLcdGspZdAR+9j8mpzJzNPzxkxj4oyvHQLd+ZDLSIg++FOm75DBLZzahQkdmcEiaS2BUqYrCI9GC4iKglpwaJkvdts3sTiIjIYTjlmcMET3cWit7pD3K6xWF3cW3AdXLTnwXfLreegPsoDBPpKQZEChM5kdz7rjSUYldXIi30FJXkAmciYpiInMxN06C5jfSesIBGkYjQJSgjoUy4orid0+SIMDYwip37F7+bjCPa55MCcVo0ZfzHRDw+kNfpmfrswPoCdBqcq+vxzZz6zGlhIokd058BnAKNjBG8DzGsRl7j1CARwDARERFpw0ARIbvjSRQdTGpxfahQkRKyXY50hInUdCeKxEvdidQUlu0uHEQ6Ge6Gk8B2FwxFDBIx/OBMDBaJi8EiCkekwrOIoSInEuGzbvd+Jdp3kQjviVb8TDqP9J7Z/TkUHceuRPpCRUYwM1TkVAwVkVv4708MF5HbOTlMREREpBUDRQ6kJ5QQqnijJlQUiZ1hIq9MdaZkHwhXzBCtWKA3TOSE7kQME7Xk5IIbNWFxRlwMFpE/owrNSj7ravY5O0JFpdWdWXg3gAivoYjfPU4+5or29wGpw2CRMuxaRF6nNVRkRJciMzi1O5E/horIbdi9iNzM6WEidiciIiKtGCjyIC2hIgCKgkVGh4mM5JYwkRw1YRHRigXsTGQuEYNEgLMLbtQSizPiCn4/+NnzHr3FZbWfabXT7poVKio6mCQ7BnUaPd/jZo35OK2Zu4j2twHpw+nQlOP4lUgdUUNFpB1DRWQFdi8it3B6mIiIiEgPBopcLFxBR22oCAjfrUguSCStT+6x5bZVjpHdibwk1PsuSsFA6cltN5zYZZgoEMMM7seuRWKT3pf44yds3hIym9VBIrlllR7zOf2ZNlZ/p9oRTnDSd4nTxjj8zLkfO7Ipx/EreYmdU58ZOe2ZG7oTEXkNuxcRERERORMDRdSCFAIK161I6TqC6Q0TaeXm7kRK2V00UHsyW+nJXJGnO7MrTCRikAhwXqGN9GFhhsg+egrIRn5m1XQrcmKoKDG3V8igu5p1mMHo19LMUIIbviecNMZx2ueM9OFUaOpw/EqiS963DZF7h5uHXYrchd2JyG4MGJFTuKE7Eac7IyIiPRgocjktXYok4YJF4ZgZJvJid6JOAwPnUg8uPAWHR+Teb7MLB0aeoDYjSKS32KcFw0SBnFRoI2OxMENkLa3fyWZ9Rs0IFYXrqGmGum69bQkwi/qdrpfbvg+cMsZhkMjbGCxSh9Ohkdu5pUsREbmLKAEjPWE7hqLcxw1hIiIiIr0YKPI46YSiEcEiNUEiwLgwUSRO606UfU2moetzwi/U1Z6kFbkrEWBPmEjUoqNTimxkPhZmiMwnWpgoeP2ifyccatfTMccnK19LI8Z+Tnld1RJ9nwYYJKJADBapx3A8USARuhRxujP92J2InMB/P9Ub1LFqn5ceh8EiIiIichMGijxAyS/Dlfwi3D9YFCo8JLfeUNskR0tQxM3diURh9AlnrSdjtewfVncnYpjoFCcU2cgeLMwQGUvUIJHc4xkxJnULp0x3pheP9fYQbT8gsZRWd2aoSCWG48luXeuK7N4EIiLbOC0EZ2QYiuzD7kRERERNGCjyCKUFHCDyyWclYaJwJye1hIm0TnXmtO5EohHhF+midyPyZ3WYiEEicjoWZoj0sTpIpOQ7OdJ3k5FBdyunPQslMbeXKeFlUb7j9Y4F3XxsF3W8wyARKcVuRdoxHE9uoGfaMxG6FJF2TgtmEDkduxYRERGR0zFQ5CFKCjiA8mBRuGVDPX4oWsJEZB49J5VFCRBZud+wK1ETUQtr5AwMFxGpo/a72qrugLHF+Z4LFbkVw0ShiTjmYZCItGKwSDuOX8nL9ISKardvRVxeP4O3yJlKY3tY9lgMEhHZi12LyC7J+7bZvQlERORwDBR5jHSSS02wCFB2gtrqMBG7E7VkRHFDxG4Hark5TMQgEXkBizNExrHj+9moUJEeSqfnVaquW29Dxyx6xg9O+N5187FbtNefQSIyCoNF+rBrERGJjGEiIrEwXOQMpbE9XDHtWWXXvgwVERGRLgwUOUSHo7sBGBdeUBMsAswJmUQqyugJE7lV8PtvdLjEim4HZk9hxjCRdUQrqJE7MVxEpI3dQV8jQkVKuhSJQO20Z5HGDyJ839vZrZKUc8Lng5yHwSJ9GCwiIqXM7k7EEBGRMzBcRERERKJjoMiBgn8hraRgE4raYJHa9YaiJ0zkZtnXZAb8v9NA61ofmx0mMjtIBDBMZBUGicguwfseCzVEgfR8Jsz4nrYiVGR0JyLSx+3HZVHGQAwSkRUYLNKHwSIiCsfMMJGTgkQFexpVL5PbPdqELSESA8NF4mGXIiIiIgaKXENPqAgIPMml50S5kpNlesNESroTeXG6s1CU/LrfzDCRFUEiwL1hIgaJiEJjwEi54NeqslWlTVtCZrC7G1Gkx/BCpyKlXYqsDiRrYfX0t04hwjhI9M8BuVNpdWeGinRgsIhE1fM33e3eBM8yK0wkYpBIS2DIinUaEUoy47nJYYDKu6TPNINFREREZDcGilxEb6hIoiVcZESQCDAmTORlkQpyctwQJrKSF8NEIhTQiJTwYsCIn0/vsqsbkf9YTel3ovR44b7XrAoV6SmKB3cJNYMR3/16XiuGBuTZfaxlkIjsxm5F+ukZp5pxDGK43NkKF+2xexNII7eGiawK1xjFSdvrv60MF3kTuxbZj12KiIjM8+2332LatGlYu3Ytjh8/ju7du+PGG2/Egw8+iISEBE3rzM/Px9NPP40VK1bgyJEj6NKlC0aOHIlHHnkEbdu2Dbnc/v378cQTT+Czzz7DwYMHcdppp2HEiBF49NFH0aVLl5DLHT16FE8//TSWLFmC/fv3o127drj44ovxyCOPoHdv+XO9K1euxLfffov//ve/+O9//4uffvoJAFBaWoquXbtqet5mYqDIIWJLlXVfMSpUJDGiGGtEkAhQHiZyanei4OnOjBSqsKTmhLCIU5xJ3DhFnghhIruLZyIzuusXmUPJPix66IifQzKKUSGiSNeHCxlFGqeaHSqKdGzWO2Wv0/G7S57dx2GGiUgkDBYZx+5jCxFZz4wwkR1BIieFcdyG4SJi1yIiInKT+fPn47bbbkNDQwO6dOmCjIwMbNu2DY8++ig+/vhjrFy5EklJSarW+fXXX+PKK69EVVUV0tPTkZeXh4KCAjz//PNYsmQJ1q5di9NOO63Fcjt27MD555+Pw4cPIzU1FX379sXu3bvx6quv4oMPPsDq1auRm5vbYrkDBw7g3HPPxd69e5GUlIS8vDyUlpZiwYIFWLJkCZYvX44LLrigxXLXXXcdjh07puq52YmBIgcx8lfgVlBadDEyTOQmnQYae6IhuAjHMJF6VnUnsvuzy5Pb8tQU9PQG+Mg6Zk/zqQY/e6RURkIZUBX5fnq/j7V8x1YV7BQyVGTFMTjStGdGjSOUdKRU+zrpfX1ED2c6FcNEJCoGi4iczYjpzjoNbnkyneQ5PUjEAJGYGC7yNgaLrMcuRURExtq7dy8mTpyIhoYGPPfcc5gyZQqioqJQXFyMyy67DOvXr8dDDz2Ev//974rXWVlZiTFjxqCqqgr33nsvZsyYgdjYWJSXl+Paa6/FmjVrMHHiRCxbtixguYaGBowePRqHDx/GqFGj8NZbbyEpKQknTpzArbfeisWLF2PMmDHYtGkToqMDx13jx4/H3r17cd555+HDDz9EWloa6urq8MADD+Bvf/sbbrjhBuzevRutW7cOWC4vLw+9evXCkCFDMGTIEPzqV7/S/mJagIEih1ETNPAvIlkZUDAySASoCxM5tTuRVbSc8BU1TGR1VyIvhIkYZmjJyEJe8LpYgHE+fmZINEZ8Bxvx/WpFqAhQfoxWcrw1KhAjPW8RuicqDRXx+yg0O4/zDBOREzBYREQUmhODRAwPORPDRd7F6dCs5aZQEX5cb/dmEJHHTZ8+HTU1Nbj00kvx4IMPNl/frVs3zJ07F0OHDsWrr76Kv/zlL7IdheTMmTMHhw4dQu/evTFz5kzExMQAANLS0rBgwQLk5OTgk08+wcaNGzFw4MDm5RYvXowdO3YgLS0Nb7zxRnNXpNatW2PevHlYtWoVfvjhB3z00UcYOXJk83IbNmzA559/jlatWmH+/PlIS0sDAMTGxuKFF17AV199hfz8fLz66qu4//77A7Z1zZo12l44m3CE6RGxxfktLmY9hhJmhImczMzpzvRgmKgJw0TeUlrdufli1eNY8XhE5D5Gje2qCnY2X4wSaV2Rtjf9SGHEcYiSArZdRe7E3F4tLkZSOkaL9PyNeH3c2p2IYSIi5TiWJbLOgfUFupY3ojsRhVca28PwMNHuw+0MDxMV7GlscSHn4/vpXWYcJ6glM8KidjjepY/dm0BEHubz+bBkyRIAwMSJE1vc/utf/xq5ubmoq6vDRx99pHi9ixcvBtDUNUgKE0kyMzMxfPhwAMCiRYtkl7vhhhuQnJwccFtycjJGjx4NAHj//fcDbvvggw8AAJdccgkyMwPr/DExMbjttttkl3MidijysHCFHCXBBi2FKzWFKrVhIjd1J5Kb7kxpIUrJNBhK10PWhIkYJBKDCEUQdjEiIqXsmM5My2NE6lQEhP8eVNqtCNB+DHX7mCf4dSit7szvlwjsGh+JMBYh0kPrFNtEZA23hImS921r6q4gEDMLzEYGBBgy8RZ2LvImdi0yn1s6FRER2aWkpARlZU3nDIYOHSp7n6FDh6KgoADr1q3DXXfdFXGd9fX1+P777yOuc/ny5Vi3bl3A9d99913E5ebMmaNpOQD4/vvv0dDQ0CLk5CQMFDmQFV1gjH4MtUUrr3QmAvR1J4o0ZYhWohfWrJpOhGEi9xO9cMeAEREZyY5puCKFigD9U6BJrJja1Q2M/C7x4utnFtHHJERqMVxEJBa3hIlE44QgEUNEBJzaDxgs8hbpOMJgkfEYKiI3q62pwKF93yOt85mIjom1e3NIAFUnfsEvP22Cz+dDRUVFwG3x8fGIj49Xtb7CwsLmZU8//XTZ+2RnZwfcN5K9e/eirq4uYFkl66ytrUVJSYmi5aTHiI2NDVhPpOVqa2tRXFwc8n5OwEARmc6KMJFTuxPJhYnkuhOppadLkdbCkFXTnfkzM1jk5jCR14NETi7YMWBERGqY8f0ojdPUjFek7YjUrShSqAgw7jvMDUEYo7pSUiC+pkTG4xiWyF4MExlP9CARQ0QUCrsWeRODReZgqIjcaMiQIUhq3Qtfzb8ZjY21SGnfDynt+yM1rT/atM1FdDQDRl5QW12OY4e3oKJ8C46Vb0HV8WIkJWcjPjEdqampAfd97LHH8Pjjj6ta/5EjTd9Hbdu2RVRUlOx92rVrF3Bfpev0X1bJOo8dO4bGxkZFyzU2NqKiogJpaWkB64m0nJrnISoGisg0WopYXulMFKorUajinBXhFsC5xTX/18eI4inDRO7k5CBRKPzlN2m1v6aT3ZtAOoT7vjarC1HwGC34/0oCRkZNgQbo+z7TMt6xIzgtOqeOG8PhVGdE1mDAiEib2u1bVd3frCBRp8G5pqxXDbumPTMzSAToDxMxSERqsGuR93A6NOMxVERu065dO/xStgqNjY3Yvn07Vq1ahcf/bxHK9ixCQ30VktvnIbX9AKSk9Udy296Ijomze5PJADVVh1BxuCk8dKx8M6pP7EfrlBykpPXHgrdfwPnnn4+0tDTU1NSgpqYmYFm13YkAoLq6GgAQFxd6/5HWW1VVpWqd4dYrt041y4VaVu1yTsRAERlOayFLa5jIad2J1IaJtFLzq3U3FYSCC5Vq9kerglt2hIm8GiTyUoGO4SKKJPDzUBHyfuQ8Zk5lpnR8prRzkRFToAHqg0VOGOtoGR/Y1aXICa+nWgwTUbCig0lhb8/ueNKiLXE/BoyI1On5m+4oXLQn4n1EVrt9K+Ly+tm9GaqwKxG5FbsWeRO7FhmHoSJyo+joaPTr1w/9+vXDPffcA5/Ph/z8fKxatQqPPv0+yoo/RH1dJZLb5SG1fX+kpA1Acrs+iIlRHy4h69VU/dwcHqoo34zqkwfQJrUnUtL64/13XsZ5552Htm3btlhOy/RmchISEgA0TQUWchv/f3ApMTFR1Tql9fr/P9w6g5cLty1yy548eVL1ck7EQBEZQk8hy+tdiQDjw0SSSEUmo4pBIv9qX0n3IquCRADDRFZgYY7hIjqFnwf3yUgoA6rECBGFWtaoUBEQ+XszeCzj/53nxtALmYNhIueJFPaxcxsYNNKPASMi7UQPEjmVyGEi0YNEhTsOKbpfzz7pJm8JKcGuRd7DrkXGYKiI3C4qKgp9+vRBnz598Lvf/Q4+nw87d+7EqlWr8L9PvI+fSz9BXe0xJLfNRUraAKS274/kdnmIaeXsEIUb+Hw+1FQdaA4PHSvfgprqg2iTegZS0wZg8aJ/YujQoUhJSTH0cUePHo2yspZ/y69evbp5KrCjR4/C5/PJTnsWaTqxYMHTi3Xu3PKcm9w6U1NTER0djcbGxpDTkknXR0dHB7xO7dq1w8mTJyMup+Z5iIqBItLEqCKW3jCR6N2JwoWIJJGKbnrDLv7FNK8X2awMDslhmMhcLMrJY7jIm/h5IC2sDHlLY0mjgkUSM8Y3VgSn9YwRrO5S5LYxpJfGSk4jQmhIi+DtZsBIPwaMiMJjiIhEozREJLcMg0ViYLDIm9i1SB+GishLoqKicMYZZ+CMM87AXXfdBZ/Ph6KiIqxcuRJTH3sPu/ZNR231L2jTNhcp7fsjNa0/ktv3Q6tWzvw730l8Ph+qT+zHscObUVHeNI1ZXc1htGmbi9S0AVj64Zv49a9/jTZt2pi6HevXr0dxcbHsbT17Np2Lq6mpwU8//YQuXbq0uE9RUVHAfSPJyspCbGws6urqUFRUJBsokltnXFwcMjMzsXfvXhQVFeHcc88NuZz0GP7PY//+/c23h1ouLi4O3bp1U/Q8RMVAESli9K/gndyVSElISCmzw0TBnFpkcwOrw0ReKY4xNKEOw0Xux8+EN8QW56PewPUZPS5T0qVIoqRbEaA+WOQ1VoSK3BYkAuwdL/F4Hcip4SElGDAyHgNG5EVt9u8I+D9DREDyvm2o7NrX9Mdhd6LItASIIq2LwSIxcDo0b2LXIu2k7wwGi8hroqKikJOTg5ycHEycOBEAsHfvXqxatQoPPfIOdm97ETVVPzd1xWnfHylp/ZHSvh9axZobavECn8+HqhMlzeGhivItqKs7huS2fZCS1h+fvvknnHvuuUhKsva8y969e0PelpmZiU6dOuHAgQNYs2YNbrjhhhb3WbNmDQDg7LPPVvR4rVq1wsCBA7Fu3TqsWbMGQ4cOVbzOs88+G3v37sWaNWtw8803q1pu5cqVzbeHWm7QoEGIiYlR9DxExUCRg1hdQDFrKg2jilZGdScyMiCkhNICm93ddMg4DBMZiwU4YzBc5D78bJAaZoe7zQgVAdYHi0TvTuTPzFARw0TG8vLx2s3BIaUYMDIeA0ZE1uk0ONfuTSBBGBkiCrd+BovEwa5F3sSuRdqwWxFRUzeXrKws3HbbbQCA0tJSrFq1ClMefgd7tv8d1SfL0Dq1B1LTBjR1MWp/JlrFJdu81eLz+XyoOr4Xx8q3NE1jdngLGupOILldHlLS+uP9+Y/g7LPPRmKiuNPNRUVFYeTIkfjHP/6B119/vUWgaO3atSgoKEBsbCyuueYaxeu9/vrrsW7dOsybNw8PPPBAQIinpKQEX331FQBg1KhRLZZ799138d577+Gvf/0rkpNP7YeVlZV4//33AQC/+c1vWiz317/+FV9++SVKSkqQmXkqb9DQ0IA333xTdjknYqCIWhA9SKSH1eEhf0qLaoDyMBF/pS8+K98jNweJvFx4swLDRc7HzwipYdWYTG2oCFA+BjI7WGRVB0ajt18K/hgxJnBjiAiwf7zkleM1g0PK+b9WDBcZg2NbInICJ3YnMjtEFO4xGSwSB4NF3sSuReoxVEQUKCMjA+PGjcO4ceMAAD/99BNWrVqF+/+8EMX5c1B1Yj9ap3RHStoApLYfgJS0MxEbl2rzVtvP52vEyco9TeGh8i04dngLGhtqkNwuD1Puuw4XXvgkhgwZgvj4eLs3VZUHH3wQr7/+Or744gtMnz4dU6ZMQVRUFIqLi3H77bcDAO644w506tQpYLlFixZhypQp6Nq1K1avXh1w2913343p06cjPz8fkydPxowZMxAbG4vy8nLcdNNNqK+vx4gRIzBo0KCA5UaNGoXc3FwUFBRgwoQJeOutt5CUlIQTJ05gwoQJKC8vR9++fXHdddcFLDdkyBBccskl+PLLL3HzzTfjww8/RFpaGurq6vDAAw8gPz8fHTt2xF133WX8C2gxBooogFvDRHYEidQEiCRO60rE6c7EYXdxzEheKbSJir/wJhKbW0MeEjXdigDjg0VWjm3MDB1rCRa5fd8C7B8vuXGMw+CQsdi9yHgMFwWSXo8TNa1t3hIioHb7VsTl9bN7MygCO0JEchgsEg+DRd7FcJFyDBURhXb66afjxhtvxI033ggAOHDgAP7zn//gvocWomTn6zhZWYyk5Kym7kVpA5CS1h9x8foC2U7g8zXgRMXu/z992WZUHN6KxsY6pLTvi4fuH4kLL3wWv/rVrxAXF2f3purSvXt3vPbaa5gwYQIeeughzJo1Cx07dsS2bdtQV1eHQYMGYfr06S2WO378OIqLi2XXmZKSgnfeeQdXXXUVZs+ejYULFyIzMxP5+fk4efIksrKyMHfu3BbLxcTE4P3338cFF1yADz74AF999RV69OiBXbt24dixY2jfvj3effddREe3HPPMmzcPv/71r7F69WpkZmaid+/eKCkpwaFDh5CQkIB3330Xbdq0nNpv0qRJWLhwYYvrzzzzzObHGTp0KD766KOIr6UVGCiiZmaEibwSJNISHvLntCARKWNVdyK7i2N6uLGw5jYswoiPnyPvyEgoA6r0r6fTwB62j9HCURsqAloGgUJ9B4sQhraye6EXQkJKOHmsJBKGh6zHgJGxpDGTF8e0HC+SEUSc7ix53zZUdu1r92ZYzuzuRKKEiOT4bxvDRWJgsMjbOCVaZAwVESnTqVMn3HDDDc3TXx06dAj/+c9/MGnKApQWvo2TG59AYptMpKb1bw4ZxSWk2bzV+vka63G8Yhcqyjc3hYgO/wAASGnfD39+YCQuumgmBg4ciFat3BfpuPXWW9GjRw88++yzWLt2LXbs2IHs7GzceOON+NOf/oSEhATV6xw2bBg2bNiAp59+GitWrMDWrVvRpUsXjBw5Eo888gjatZMPpfXt2xdbtmzBk08+ic8++wxbt25Feno6brjhBjz66KPo2rWr7HKnn346Nm3ahKeeegoffvghtm7dirZt22Ls2LH4y1/+gj59+sguV1lZifLy8hbXHzly6vv02LFjqp+/WaJ8Pp/P7o2g0CoqKpCamoqf3/o/JPY+C4A5hRCjw0RWFKmKlpaEvd2MMJHe4JA/vSEiEaY7E6EoJyor3h+nFMd48tq9vFiMEZGWz9iJ4xW48pzOOHbsGFJSUkzYKjKKNBb85Lsy5HY4gfQjhYgtzjdk7GbFeE3P2MltgWsRxm5eJMp4yanjIYaIxMaAkT5eGMuGOvZwLOgczecFP/gbEvbuwoH1BbZujxmhIiO6FJkZKiqNNe5coETU6c5EDhKFw2CROBgqIoDhonBECRZVHj+BnHOGcSxIjlJeXo5vvvkGv588HxXlW3CiYjcSWnfxCxj1R3xiR7s3M6LGxnqcOPbj/+9AtAUVR7YCUdFIaX8mHnloFC688EIMGDAAMTExdm8qUTP3xdk8pK5bb+ECHaL82t3IMJFRISIji2IiFKRE2/dE4rUwkVMLZKQfp0cjsk6X+AMAkg1dpxM6FQHOChaJMEajJhwr6cMgkTP4v08MF6nn5o5FTjzukDMcWF/ATkU2MyNM5NQgkYTToYmD3YoI4JRo4bBbEZF2aWlpuO6663DdddcBAI4ePYrVq1fjt/e9jbI9i1C4+VkkJHVCStqA5pBRQlInezcaQGNjHY4fLTg1hdmRbYiOjkNKWn889r834sIL56Bfv34MEJHQGChyiLqMXkiU/u1XqJD+LUK4w+6ClEghIjMLXyxUic3s98fO4hhPSlMkcvuIGws0oslIKOPn02OM7CwpeqgI0DYFmtk4HhOXSEEiwHnjJwaJnIvhIu3cFCxy2jGHnMnoUFHt9q2GdClK3rcNgLndioygtzuR0ZweJvLHYJE4GCwiCadEa4mhIiJjtG3bFldddRX2X3UVgKbOnmvWrMGdk95G2d4PUbjlr4hPSEdq2oCmkFH7/ohP6oyoqChTt6uxoQaVRwtwrHwzKsq3oPLIdsS0SkRKWn889dhtuPDCC5GXl4foaH5HknMwUOQSInQrsrogJdqUZl4LEYmwz4nGjWEinpAmvdjFyBrS68rPrPvFFucjNreX4aEiwP5weDiihIpEHJPRKaKFiZyEQSJ3YbhIGycHizgGJKuJGioCjO9WlFG3y5Rpz0TgpjCRPwaLxFGwp5GhIgLArkXBpO8VBouIjJOSkoIRI0Zg364RAIDjx49j7dq1mPiHt/FzySfY/cPziI1v19S9KG0AUtsPQELrLroDRg0NNag8sh0V5VtwrHwzKo/uQKvYZKSm9cezT92BCy+8EL179zY9yERkJgaKXERPwCPR4MKU02gNEnktRBSMoaJTzHy/GCQiN2EXI3MxWER6GB0sMmraWBE4YVzmZaIGiZxwLGaQyP0YLlLPacEiJxxryDidBufiwPoCuzfDFCKHioyitzuRkdOduTVM5I/BIjGwWxEFY9eiUxgsIjJPmzZtcOmll6K08FIAwMmTJ/Htt99i/O/ewqF9X6Jo2yy0ik35/wGj/khNG4DE1pkRgz8N9VWoPLK9qQPR4S2oPFqA2LhUpLQfgOnP/h4XXnghevXqxQARuQoDRS7DgId6WopdZgSJnFqo4j7nrjART0aTHfz3O6cUbkTHYBHpYUSwyC1hIqeOz7xC1CARIP7xl0Eib5LedwaLlHFCsEj0Yw2ZQ5RQkdFdigBvhIrIegwWiYHBIgrGrkWnMFhEZL6kpCQMGzYMpTuHAQCqqqqwbt063PrbN1H+00rs3f4SYmJbI6V9/6aQUfv+SErOQkNDNSoPb8Wx8i2oOLwFx48WIC6hA1La98fM5+7DRRddhOzsbAaIyNUYKKJmRnQpcsKUGRK7gkRuLEx5OVTkljART0STKDhFmrEYLHKX9COFlj5e8Fgp0vjOzBCR1dOduXG85jYME2nDIBEB7FqkVml1Z+HGpCIfZ8hbGCpSTm93ItKvcMchhooEwGnQSA67FjVhsIjIOomJibjoootQ8uNFAICamhr897//xapVqzBj1ofYm/8KoqNjUV9/AvGJpyG1fX/87YUHceGFFyIrK8vWbSeyGgNFLiRCuKPTwB5Ch4rUFry0FrG8VIySnqvd+56VzHp/2ZWI6BR2LzJG8GtXcLy1TVtCTmZX1yErw0ReGrs5lchBIpExSEShMFykjEjdivj3G4lG9FCRCIwIExk53ZmXsVuRGBgqolAYLGoiBYsAhouIrBIfH4/zzz8f559/Ph555BHU1tZi8+bN6Ny5MzIyMuzePCJbMVDkUlpDRUZ0KZKI2K3IiiCR1wtRIgTarOCGMBFPRJPTiFTIcbou8Qfs3gTSSRqjGDVuExXDRCRxSpBIxPEVw0SkFMNFkdndrUjEYwzZQ5RpzyRmhIpE4V/U1YKdicTEYJH9OAUahcNg0SkMFxHZIy4uDkOGDLF7M4iEwECRi4kS7PAP8dgZLjI7TMQi1Cmi7HtmcXqYiCehyenYtYjolODxilsCRgwSkcQpQSJAvDEWg0SkB8NFYspIKBPuWEP2URvgESmA5BVGhYnYncg8UrAIYLjILuxWROEwWBSI4SIiIrIDA0XUgpm/eA8X6jEjbMQQkX3cGioy4z1nkIhIO7t/JU4kGqcGjKwMEAEcwzmBk4JEomGQiIwm7VMMFomBoSLSKlQAyaigkRu7FOnpTiR6Z6KefdIDwjQEIV4Pr4aaGCqiSHYfbsdQUZDg7ygGjIiIyCwMFLmcnlCHf2HHimKU0vBPqOCR2vCQPwaJzCG9Tm4JFjk1TMSTzcaJVKBjkcUeDBURhSY3xhEhZGR1gAiwbvym97s9/UihQVviTE4NEokw3mKQiMzGrkXikMa+Ihx7yPmkEBA7GAUSJUzE7kTeEhxq8lLAiKEiioTdisJj9yIiIjILA0UeYESnGKvDReHoCQ75Y4jIOm7oVuTEMBFPLuuntjAXfH8WWqzDUBF5gVHfpeHGQEaP8+wIDgHWjtuM/j5Xsj43ho6cGiQCxBhzMUxEVvNq1yLRxpsMFpGRGCwyBsNEZCQpYOSVYJG0zzNYROEwWBQZuxcREZGRGCjyCCMDHVYWoYympailpSAlUkFElIKT27oV6cEgkdiMLMjxV9zWYqiI3KzD0d2WBHTtCgBpYVfYW4RxXqhtEGXcF4kIr6FbMEhEdvNqsEg0DBaRkdwULKrs2lfTclq7EzFMRGYp3HHIM6EigN2KSBlOg6ac9L3GYBEREWnBQJGHiFiEsiKA5MUQkT//7RKhyOTEYJGRBUsz9xOePNbGqkIcw0XmY5iIyH3s7hAp6vguFKuDRk57fcxg5/iLYSISiReCRU4Ya/pvI/8+dJ+4vH6o3b7VssdTGyyS7m+EuLx+hq1LLYaJSFRe7FbEUBFFwlCROtJ3XFtssXlLiIjISRgo8hj/oowIgQ6tv4IPDiIZ8Wt6N4WIQhEpXOSUYJETwkQ8Uaye3QU4LxRcrOSE4g4RhcbQkPm88BztYNcYzO5xDFE4RQeTOMYVBLsWkVGMDApFYmSQSEt3Ii1hIicGiaRgCjmTl7oVMVRESnAKNCIiInMxUORhcsUb0cMdErsCRBI3FGUOtetpe6gIaPk+iLQPih4m4olh5UQtvLFrkXZODRGJcNwFgPjjJ+zeBNJI73eTHd+zdgeGAHeM3YgAccc0RP7cGJ536tgTaLnt/DvS2azuUmQVu4NEgL1hInYkIrW81K1I+nwwWESRsFsRERGRORgoogBGFnzcFAxxaxFKel6iFLiB0O+VlfsTg0QthSteiVoocFrBzY2FF6M5pZAj0jGVKJie77jg72IRgkISt47VSFyijceIyDxOGYMqlZFQhsq6Srs3g3RQGr5xQvDI6KnNnBYmsiNIxO5E7uK1bkWA/mCRGZ87hp3EwVARERGR8RgochBROsooJVKRSQ0vFqREDBYFC7c/GRk2EjlMZGXhSk3BSm1xy6zAjFuKbAwWtSRyEUfk4yaR0UQY23lxnEbiYXcPIiJygnBhHTvDRkaHiABrg0SA/jCRXR2JGCZyJy91KwLE7OjFLkpi4RRo4WXU7QKj5UREpAYDRSb49NNPMXPmTGzcuBE1NTU444wzMGHCBPzhD39AdLS2QeUvbXOQzaKlYViMkueEYJGcSAXOSIEjowukRu5fooaIrHicUIEatwSHIik6mMRQEcQKEznt2Ej2MmM86BUcpxG15JXxD7mHW8axIo1FyVlEHwuGCvWYETQyI0Ak0RokAuzpSmRnEIJhIvfzUrciURXsaWSoiIiIiFyHgSKDTZs2DVOnTgUAZGdno02bNtiyZQvuvfdefPXVV1iyZIkQJw70YJEntEjhD6ecjHRqsCgUKzsqGPX5cGOQSC1Rt8tKXu5WJMLx0mnHQDXd2mJPVpu4JeSF8aBRnD6uVPN9LcJxjfRjdyIiIorEyWNBufCPlpCRqCEiidVhIgaJiIhIBBl1u+zeBCIiciAGigz07bff4uGHH0Z0dDT+9a9/4cYbbwQAbNmyBZdddhmWLl2KmTNnYsqUKTZvqfOLN3bSU0SQW1bk4pLbgkVmY5iIzOK1bkV2HhdFOt4ZOZ0jWcdJ40ErOXHsafT3cfD6RB4Dkjy7wkQcr5HTuGXcyuM0aWHlWFAuWJO8b5vu9QYzMxyklBEhIsD6Kc7snpqJYSJv8Vp3IiWdgKz4DLIjkXg41RkREZGxonw+n8/ujXCLK6+8Ep9++inuuusuvPLKKwG3LViwADfffDPS0tJQVlaG2NhYReusqKhAamoqNm/ahOz6A4q3xYlFGzuJ8ktjkU9YilRkF5ETw0QAC1RO4pbCTDh2HAPtOLaJEBSqOFmN0259GMeOHUNKSordm+MqRo8HpbHgvq8XIaVN6+brlX7vWL2PizQGFWV8p4TIY0BqYuf+xPEaOYlbxqxuPy5XVlZiwFlncSxoArPGgj9/8DektE4EoD5cY0bIyGxGBYgkWoNEADsTkTN4IUzE4A5FwiBReP7diSqPn0DOOcM4FiQiIkUYKDJIRUUF0tPTUVtbi3Xr1mHIkCEBt9fV1aFDhw6oqKjA559/jksvvVTxeqVAUXJycouikEhFG62cVOyxkqgnMBkskmf0Z9Huz4XZhSsjCw1uLrK5pSATiVuDRCIEh0JhoMgcZowH/QNFNRkDTNpyZ7L7u9IMoo7/SJz9zc3jHnIet45VvXAsZqDIHGaOBaVAkRFBGxEDRkYHiPxZ3ZVIwjARWcXtYSIGiSgSBokiC57qjIEiIiJSg1OeGWTTpk2ora1FQkICBg4c2OL22NhYDP5/7d15eFT13f//14SsEEjClpCQIJssIggYFUFIBUQW9RbUG6UVLRUqaqtWa/1d9oYCrrTWltZqFXEBFXDXChZZlEVR2SoIFiQhyo4sIUBCQt7fP/KbIcPMmUw2Mpk8H9c110XOOZ8zn/PmzMnrnHzOmcxMLV68WKtXrw56QNGZQn0AUahcaA8H3xe0qhcXMsNFi0Nbq/XzWfb/vjY+V3XpjwOB+loX/+hWl2pfVeE2kCiUBxDh7KjJPHggsb0aV2dn67Bwzpvkv9CVHrs7JPa9sjmhLuYc1E31JZ9y/EVV1WQWzE/rKleZp1VWxdn6qrSK9qE6VeWJRBJPJULdEc6DiRhIhPIwkCg4Zw4mAgCgohhQVE22bi39A2VGRoYiI/2XtV27dlq8eLFn2XAQChfVw1ko/lFpf1JHnlLkoLoHFbm59wE+bxVXl/7oVl/+UCPV3h9raurYxUAiuNXXPHi21Jffg6GY/xCa6lLOQd1Tn7KpxGAiVI+6nAXPHOBT3QOManoAkVttDiSSGEwEVBcGE6E8DCYCAODsYUBRNTl0qDTAJCU5n3i657mX9aewsFCFhYWen48cOSJJys/P90xr265dlfpanZqruLa7UA+E3p0m1iL0+hQqmtfouvm8VUXP9Lza7gI8aucYUlPHrpPnXloj661JJ/PyJP1/4ptvq1d15MG6lgXPpvr1e5CsFYpCeR8k5wBVVb+Ou9ExMZJEFqxmNZkFjx475pnWvMuFVe5reU6md6nW9cVU69qcVW04kdQhJb/8hQIY0rWKHaiK4dXzBCvUNfVrADBwWlRtd6AO8f2dXphXev5IFgQABIMBRdWkoKBAkhQdHe24TMz/f8HmxIkTjss8+uij+sMf/uAzvd9ll1WxhwAAAN6OHj2qhISE2u5G2KiOPEgWBAAAZwtZsHrVZBa8YODV1dBDAACA08iCAIBgMKComsTGxkqSTp486biM+w6juLg4x2UefPBB3XvvvZ6fDx8+rDZt2ig3N5df7GfIy8tTenq6vv/+ezVp0qS2uxNyqI8zahMY9XFGbQKjPs5CrTZmpqNHjyo1NbW2uxJWqiMPkgWDF2qfq1BDfZxRm8CojzNqExj1cRZqtSEL1gyy4NkXap+tUEJtAqM+zqhNYNTHGbUJLJTqQxYEAFQEA4qqSTBfZxbMo49jYmI8dyuVlZCQUOshI1Q1adKE2gRAfZxRm8CojzNqExj1cRZKteEPEtWvOvIgWbDiQulzFYqojzNqExj1cUZtAqM+zkKpNmTB6kcWrD2h9NkKNdQmMOrjjNoERn2cUZvAQqU+ZEEAQLAiarsD4aJjx46SpNzcXBUXF/tdZvv27V7LAgAAIHyQBwEAAOovsiAAAAAAINwwoKia9OzZU1FRUSooKNDatWt95hcVFenLL7+UJF188cVnu3sAAACoYeRBAACA+ossCAAAAAAINwwoqiZNmjTRoEGDJEkzZ870mT9//nzl5eWpWbNmysrKCnq9MTExmjRpkt/HHdd31CYw6uOM2gRGfZxRm8CojzNqUz/URB5k33FGbQKjPs6oTWDUxxm1CYz6OKM29QNZ8OyjPs6oTWDUxxm1CYz6OKM2gVEfAEBd5TIzq+1OhIuVK1fqsssuk8vl0uzZs3XjjTdKkjZs2KAhQ4Zo7969evzxx/Xb3/62lnsKAACAmkAeBAAAqL/IggAAAACAcMKAomr28MMP66GHHpIktWvXTvHx8dq4caNKSko0fPhwvfvuu2rQoEEt9xIAAAA1hTwIAABQf5EFAQAAAADhggFFNeCDDz7Qn//8Z61Zs0ZFRUXq2LGjbr31Vt15551cMAAAAKgHyIMAAAD1F1kQAAAAABAOGFAEAAAAAAAAAAAAAAAAwCOitjsAAAAAAAAAAAAAAAAAIHQwoKgCsrOz9dxzz+m2225Tjx49FBkZKZfLpWnTpjm2Wbdunf7v//5PAwYMUPPmzRUVFaWWLVtq6NChevvtt6vUn5KSEv31r39Vz5491ahRIzVt2lSDBg3SggULym07e/ZsXXrppUpISFCTJk106aWXas6cOVXqT2Xq48/zzz8vl8sll8ulX/ziF5XuTyjVp6q1mTdvnq688kolJycrJiZGaWlpuvLKK/XCCy9Uqj+hVBup8vU5evSopkyZop49eyo+Pl7R0dHKyMjQmDFjtHbt2kr3J1TqY2ZasWKF7r//fl1yySVKTExUdHS0UlNTNWrUKC1dujRg+88++0zXXHONWrRoobi4OHXt2lVTp05VQUFBpfojhU5tpMrXpz4cl88//3y5XC7FxcUpLy+vUus4G3bu3Knx48crPT1dMTExysjI0IQJE7Rz506/y+fk5Hh+Pzi9fve731WoDx9++KEGDRqkpk2bqlGjRurVq5dmzJihkpISn2Xrw76DwMiCgZEFnZEFAyMLOiMPOiMLOiMLBo8siIoiDzojCwZGHnRGFnRGFnRGFnRGFgweWRAAgCAYgvbrX//aJPm8pk6d6nf5bdu2eS3Xtm1b6927tyUlJXmmjR071k6dOlXhvhQXF9vw4cNNkkVERFj37t2tbdu2nvVOnz7dse2ECRM8y3Xu3Nm6dOni+fmOO+6ocF/cKloff/bt22dNmzb1tB03blyl+hJq9alsbQoKCuzqq6/2LN+uXTvLzMy09PR0i4iIsN69e1e4L6FWG7PK1Wfv3r127rnnerajffv21qNHD4uPjzdJ1qBBA3v11Vcr3JdQqs/HH3/saR8REWHnnnuu9ezZ07ONkuyhhx7y23b27NnWoEEDk2RpaWnWs2dPi4qKMkmWmZlpx44dq3B/Qqk2ZpWrT304Lq9bt85rG2fOnFnhbTkbNm3a5DneJyQkWK9evSwhIcEkWbNmzWzz5s0+bbKzs02SxcTEWN++ff2+/vGPfwTdh0cffdTr+Nq9e3eLiIgwSXb11Vd77Qf1Yd9B+ciCgZEFnZEFAyMLOiMPOiML+kcWJAuSBWsWedAZWTAw8qAzsqAzsqAzsqB/ZEGyIFkQAFDdGFBUAVOnTrURI0bYlClTbMGCBTZq1KiAJzdbt261Vq1a2eOPP267du3yTD916pTNmDHDXC6XSbIZM2ZUuC/usJOcnGzr16/3TJ8zZ45FRESYy+WyL774wqfda6+9ZpKsUaNGtnjxYs/0jz/+2Bo1amSSbP78+RXuj1nF6+PPmDFjLCIiwhOgKnvhINTqU9na3HjjjSbJ+vfvb1u2bPGat2/fPvvoo48q3JdQq41Z5eozbtw4k2SdOnXyOsHIz8+38ePHmyRr0qSJHTlypEJ9CaX6LFq0yDp06GBPP/20HTx40DO9sLDQHnzwQc/Jwfvvv+/VLjs722JiYkySPfHEE1ZSUmJmZjk5OdapU6dKn1CEUm3MKlef+nBcvvfee02SJSYmmiTLysqq8LbUtOLiYuvatatJslGjRnkuYuXn59vIkSNNknXv3t3nJNx94aBNmzZV7sOqVavM5XJZRESE10XG9evXW3Jyss8Je33Yd1A+smBgZEFnZMHAyILOyIPOyIL+kQWDQxZEZZEHnZEFAyMPOiMLOiMLOiML+kcWDA5ZEACA4DGgqArGjh0b8OTmxIkTAUf6//KXv/SEo4ooLCz0jHz2d6fFbbfdZlLpKOoznXfeeSbJHnnkEZ95Dz/8cKX646S8+pxp0aJFJsluv/12mzRpUqUvHNSF+gRTmwULFphUOrL8+PHjVX5Ps7pRG7Pg6pOSkmKS7L333vOZV1RUZM2bNzdJ9uGHHwb9vqFWnyNHjlhRUZHj/KFDh/rtz8SJE02SXXHFFT5tVq5caZIsKirK9uzZE3RfQq02ZpWrT7gfl4uLi61Vq1YmyXMnmsvlsh07dlRoe2ravHnzTCq94ygvL89rXl5enjVr1swk2VtvveU1rzovHAwbNswk2fjx433mzZkzx9O/kydPmln47zuoHLJgYGRBZ2TBwMiCp5EHnZEFfZEFg0cWRHUhDzojCwZGHnRGFjyNLOiMLOiLLBg8siAAAMFjQFEVVPTE+ExvvfWWSbLY2NgKtVu4cKFJpXdZuANNWZ9//rlJpY9+LBvItmzZYlLpyHx/Jwu7d+/2zP/2228rvkFnqEh9Tpw4YR06dLCWLVvaoUOHqnThoC7UJ5jaDBkyxBP+q0tdqI1ZcPVxPwJ148aNfuf37t3b8cKCk7pSH7cnn3zSc2HJraSkxHPiOHfuXL/tOnfubJLs2WefDfq96lptzPzXpzx1/bjs7kdKSooVFxfb4MGDHU8szcwGDBhgkmzp0qW2evVqGzZsmCUlJVnDhg2tT58+9vbbb/tt5/6Mzpo1y7Zv325jx4611NRUa9CggU2aNKncfo4ePdpzodgf90n4jTfe6DW9ui4cHDlyxKKjo02SrV692mf+yZMnrUmTJiYp6Ls96/q+g8ohCwZGFnRGFgyMLBg88qAzsiBZ0AlZENWJPOiMLBgYedAZWTB4ZEFnZEGyoBOyIAAAFRMh1JqCggJJUlxcnM+8nJwcuVwuuVwu5eTkeM37/PPPJUkXXXSRoqKifNr27t1bsbGxKiws1Pr1633adejQQcnJyT7tUlJS1L59e0nS6tWrK7VNlTVt2jRt27ZN06dPV2JiYrnLh3t9Tpw4ocWLF8vlcmn48OFatmyZxo0bp4EDB2rUqFF66qmndPToUb9tw702bt27d5ckrVq1ymfewYMHtWXLFkVGRuqCCy7wmhdO9fF3DMnNzdXu3bslSX379vXbzj39zL6EU22kwMfYyrSpC/V5+eWXJUn/+7//qwYNGmjMmDGSpFdeeSVgu+XLl+uyyy7Tp59+qvbt2yshIUGfffaZrr32Wj355JOO7b799lv16tVLr7/+ulJSUtSxY0e5XK5y++ne7oruo255eXmaMGGCBg0apGHDhumee+7R8uXLy31ft3Xr1unkyZOKjY1Vr169fOZHRUUpMzMzYB/OVNf3HdQO9pvTyILeyILlIwuWIg86IwuSBZ2QBRFK2HdKkQV9kQcDIwuWIgs6IwuSBZ2QBQEAqBgGFNWiefPmSXIOTk62bt0qSWrXrp3f+ZGRkUpPT/daNph2ZeeVbVfTNm/erOnTp+uyyy7TzTffXOX1hUN9NmzYoOLiYqWmpurxxx/XT37yE73wwgtasmSJ3nrrLd1zzz3q3LmzV4gMRjjUxm3y5MmKiorS/fffr1mzZmnv3r06duyYVq5cqREjRujYsWP63e9+59meYNSl+piZ5s+fL8n7GOJef0xMjFJTU6utL3WpNpJzfcpTl4/L+fn5eueddyTJc8Fg5MiRiouL0+bNm7VmzRrHtlOmTNHIkSO1Z88effnll9q5c6f++te/SpIeeOABbdiwwW+76dOnq3///tq1a5fWrFmjzZs364EHHgjYz5MnTyo3N9dr287knp6Tk6OioiKf+YcOHdI///lPLV68WAsWLNBTTz2l/v376/rrr9exY8cCvr90upYZGRmKjIwM2Idg98u6vO+g9rDflCIL+iILlq++Z0GJPBgIWZAsGAhZEKGEfYcs6IQ8GBhZkCwYCFmQLBgIWRAAgIphQFEt+fe//+0JePfff7/P/MjISKWlpSktLc0n1Bw6dEiSlJSU5Lh+9zz3slVpV5PMTBMmTFBJSYmefvrpoNuFe33cd5Hs27dPjz32mK666ipt2bJFhYWF+uKLL9SrVy/t2rVL11xzjfLz873ahntt3C6//HItWrRI3bt3189//nOlpKQoPj5e/fr10+7duzV79mxNnTrVp1241Oe5557TunXrFB0drbvvvtunL4mJiY53hDj1JVxqIznXJ5C6flx+8803dfz4cXXo0MFzF03jxo01YsQISYHvRmratKlmzZqlRo0aSZJcLpfuuusujRw5UsXFxY53I7Vo0UKvvvqqmjZt6pkWGxsbsJ9HjhxRSUmJ17adyT29pKREeXl5numRkZG6/vrr9cEHH2jHjh0qLCzU9u3bNXXqVEVHR+uNN97Q2LFjA76/VP37ZV3fd1A72G9KkQX9IwuWr75nQYk8GAhZkCwYCFkQoYJ9hywYCHkwMLIgWTAQsiBZMBCyIAAAFcOAolqQm5vrGSU+ceJE9e/f32eZ1q1b64cfftAPP/yg1q1be81zPz4xOjra8T1iYmIklT4et6rtatLMmTO1fPly3X333erWrVvQ7cK9Pu6R9EVFRWrXrp3efPNNderUSdHR0crMzNS//vUvNWzYULm5uZo1a5ZX23CvTVnZ2dnat2+fXC6X2rRpo/PPP19xcXHKycnR888/7/MIUSk86rN27Vr9+te/llT6WHD340ur2pdwqI0UuD5OwuG47L4wcNNNN3lNd2/Xa6+9puLiYr9tx40b5/eEf+LEiZKkjz76yG+7UaNGeS42BMu9zZLzdru3WfLe7tatW2vevHkaPny4MjIyFB0drbZt2+qhhx7y3An05ptvlvuY4+qsezjsOzj72G9OIwv6RxYMTn3NghJ5MBCyIFmQLFixbUDtYN8pRRZ0Rh4sH1mQLOgPWZAsSBas2DYAAFAeBhSdZQcPHtTQoUN14MABZWVlBfwOWifucHfy5EnHZQoLCyV5f2drZdvVlP379+uBBx5Q69atNWnSpGpbbzjUp2yAnzhxos/356akpGj06NGSpIULF1Z4vXW5Nm6PPvqobr31VrlcLq1fv145OTn6z3/+o3379mncuHFatmyZ+vbtqyNHjgS9zrpQn+zsbI0YMUIFBQW66aabdN9993nNr6m+1IXaSOXXx59wOC7v3LlTS5culeR74WDo0KFKSkrSvn379O9//9tv+y5dugScvnfvXq87gsprF0jZ45vTdru3WQp+v7jmmmvUp08fSdJbb70VVB+qWvdw2Hdw9rHfnEYWdEYWLF99zYISeTAQsiBZUCILBmqH0MC+U4osGBh5MDCyIFnQH7IgWVAiCwZqBwBAZTCg6CzKz8/XsGHD9M0336h379567733vEZbByuYRxX6e+RhZdvVlN/+9rc6ePCg/vznPys+Pr7a1hsO9Sm7/s6dO/tdxh3Y/d1tU95663JtpNLHPU+ZMkWS9OKLL6p79+6eefHx8XrmmWfUtWtX7dq1q0KPzA71+uzZs0eDBw/W7t27NXz4cL344os+jy52r//w4cMys2rrS6jXRgquPmcKl+PynDlzVFJSol69eqlTp05e86Kjo3X99ddLcn68ccuWLcudfvToUZ/5/u5CeuSRR9SvXz+f17p16yRJCQkJioiI8Nq2M7mnR0REqEmTJn6X8cd94WDbtm0Bl6uOuofLvoOzi/3GG1nQGVkwsPqaBSXyYCBkQbIgWbD8dqh97DunkQUDIw86IwuSBf0hC5IFyYLltwMAoDIiy18E1aGwsFDXXHONVq9era5du2rhwoVq3LhxpdbVsWNHSdL27dv9zi8uLlZubq7XssG0KzuvbLua4g6Rd955p+68806vee7v/n711Vf1wQcfSCo9KQhGONSnbPB3CqLu6adOnQp6veFQG0n66quvVFBQoPj4eF100UU+8yMjI5WVlaVvvvlGX331VdDrDeX6HDx4UIMHD9Z3332nAQMGaP78+T53p5Vdf2FhoXbt2qW0tLRq6Uso10YKvj5lhdNx2X1BYO3atQEvlrz77rvKy8vzORnfv3+/3+XLTg+2Nv/973+1cuVKn+nuuwKjo6OVkZGhnJwcbd++3XOyX5Z7m88555xy/x/Lci/r9AhnN3ctc3NzVVxc7PP95WX74K/u4bTv4Oxhv/FFFnRGFgysPmZBiTwYCFmQLCiRBSuyDagd7DveyIKBkQedkQXJgmciC5IFJbJgRbYBAICK4AlFZ0FxcbFuuOEGLVmyRO3atdOiRYvUvHnzSq/v4osvliR98cUXKioq8pm/Zs0aFRYWKjo6WhdccIFPu23btmnv3r0+7fbs2aPvvvvOa9mzYe/evT4v9/eEnzhxwjMtWOFQn9atWys9PV2Scyh0T/d3UugkHGoj+b8j4kzuO3DKfi9zeUK1Pu47HjZu3KjMzEy9//77jo8qzcjIUEpKiiT5PXkrO70ifQnV2kgVq49bOB2X161bp40bN8rlcik5OdnxFR0drRMnTujNN9/0WcfmzZv9rts9PTk5Oeg7gl588UWZmc8rKyvLZ7urcx+VpE2bNkmSz/eRn6lnz56KiopSQUGB1q5d6zO/qKhIX375pd8+hNO+g7OH/SYwsqAvsmBg9S0LSuTBQMiCZEE3suBpZMHQw77jjCzoH3nQGVmQLFgWWZAs6EYWPI0sCACoTgwoqmFmpltuuUXvvfeeUlNT9fHHHys1NbVK6/zJT36ipKQk5eXl6Y033vCZP3PmTEnSkCFDvEZGd+7c2fMo3BdeeMGnnXva+eefr3PPPbdKfQzG+vXr/YZLM/N8d/q4ceM804IVLvVxP4r05Zdf9plXUFCguXPnSpIuv/zyoNcZLrVxj6rPz8/XF1984TO/uLhYn3zyiSRVqD+hWJ+ydzycd9555d7x4HK5dO2113r1t6xVq1Zpy5YtioqK0tVXXx10P0KxNlLF6yOF33HZfRdS//79tWfPHsfXb37zG6/lz+xf2e8nd3M/GvyKK65w3vhKGDlypCRp3rx5PhcCjx49qvnz50uSrrvuuqDX+c0332jhwoWSpEGDBgVctkmTJp5l/H1O5s+fr7y8PDVr1szrgke47Ts4O9hvnJEFAyMLOqtPWVAiDwZCFiQLupEFvZEFQwv7jn9kwfKRB/0jC5IF3ciCZEE3sqA3siAAoFoZKm3s2LEmyaZOneq4zF133WWSrHnz5vbNN98Eve7vv//e2rRpY23atLHvv//eZ/7DDz9skiwlJcXWr1/vmT5nzhyLiIgwl8tln3/+uU+7OXPmmCRr1KiRLV682DN98eLF1qhRI5Nkc+fODbqfgQRTHyeTJk0ySTZu3Di/8+t6fYKpze7duy0+Pt4k2bRp0+zUqVNmZnb8+HFP+6SkJNu3b59Xu7peG7Py61NSUmJdu3Y1Sda5c2fbsGGDZ15eXp6NGzfOJJkk++qrr7za1qX6FBcX2//8z/+YJGvfvr3t2rUrqHbbt2+36Ohok2RPPPGElZSUmJlZTk6OderUySTZ7bff7tOuLtXGrPL1CafjcnFxsaWkpJgke/755wP2f9OmTSbJXC6X5ebmmpnZgAEDTJJFRkbamDFjLD8/38xKP2N///vfzeVyWYMGDWzdunVe63J/RmfNmhXwPZ0UFxdb586dTZKNGjXKjh07ZmZm+fn5NmrUKJNk3bp18xz33MaPH2/vvvuunTx50mv6smXLLCMjwyRZ165draioqNw+rFixwlwul0VERNirr77qmb5+/XpLTk42Sfb44497tQmnfQfVgywYGFnQGVkwMLLgaeRBZ2RBsqAbWZAsWJvIg87IgoGRB52RBU8jCzojC5IF3ciCZEEAQM1iQFEFrFixwpo1a+Z5xcTEmCRr2LCh13R3IFu1apXn5CU9Pd369u3r+DpTdna2p212drbP/KKiIrvyyitNkkVERFj37t2tXbt2njaPPvqo43bcdtttnuW6dOliXbp08fz8y1/+8qzVJ5DyLhzUtfpUtjbvvfee5+QvOTnZMjMzLSEhwdP2o48+qvO1qWx91qxZY0lJSZ4ToXPOOce6d+9ucXFxnj5NmzatTtfn1Vdf9bTv2LGj4/Hjuuuu82n70ksvWUREhEmytLQ069mzp0VFRZkk6927t+cEsa7WprL1Cbfj8oIFC0ySxcbG2uHDh8utWc+ePb364r5wMGXKFIuOjrbGjRvbhRdeaKmpqZ73f+KJJ3zWU9ULB2ZmX3/9tecznJCQYL179/Yc35o2bWqbNm3yadOjRw+TZDExMdatWze7+OKLLS0tzdPXDh062LZt24Luw7Rp0zxt27VrZ927d/d8boYPH27FxcWeZcNt30HlkAWrtz6BkAVLkQXrdxY0Iw9Wd23C7bhMFiQLkgXPPvJg9dUmkHDLgmbkwequDVmQLEgWJAuSBcmCAICzgwFFFbB06VLPL+NAL3coCHZ5yfe/obyQYVY6kvupp56yHj16WMOGDS0hIcEuv/xy++CDD8rdlpdeeskuueQSi4+Pt/j4eLvkkkvs5Zdfrkp5KlyfQKp64cAstOpTldr85z//sdGjR1tKSopFRUVZamqq3XzzzbZ582a/71XXamNW+frs3LnT7r33XuvatavFxcV56jNq1ChbsmSJ3/eqS/WZNWtWUHVp06aN3/YrV660ESNGWNOmTS0mJsY6depkkydPthMnTvhdvi7Vxqxy9Qm34/JNN91kkuz6668vd/1mZn/6059MKr1bx+z0hYOlS5fa6tWrbejQoZaYmGhxcXF2ySWX2FtvveV3PdVx4cDMLDc3137xi19YWlqaRUdHW1pamt12221+79YxM3v99dft5ptvtm7dulnz5s0tMjLSkpKSrG/fvvanP/3Jjh49WuE+vP/++3b55ZdbQkKCNWzY0Hr06GFPPfWU10UDs/Dbd1A5ZMHAyILOyIKBkQWdkQedkQXJgmTBUmTBs4s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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import numpy as np\n", + "import matplotlib.ticker as tkr\n", + "\n", + "pl.rcParams['xtick.labelsize'] = 16\n", + "pl.rcParams['ytick.labelsize'] = 16\n", + "pl.rcParams['axes.labelsize'] = 16\n", + "pl.rcParams['axes.titlesize'] = 16\n", + "pl.rcParams['legend.fontsize'] = 16\n", + "\n", + "def plot_contour(var_name,label_name,min_level,max_level):\n", + " fig,ax = pl.subplots(1,3,figsize=(27,5))\n", + " pl.subplot(131)\n", + " ds_stat_1[var_name].plot.contourf(x='Time',y='height',levels=np.linspace(min_level,max_level,10),add_colorbar=False,cmap='coolwarm')\n", + " pl.ylim([0,5000])\n", + " pl.title(label_name[0])\n", + " pl.subplot(132)\n", + " ds_stat_2[var_name].plot.contourf(x='Time',y='height',levels=np.linspace(min_level,max_level,10),add_colorbar=False,cmap='coolwarm')\n", + " pl.title(label_name[1])\n", + " pl.ylabel('')\n", + " pl.ylim([0,5000])\n", + " pl.subplot(133)\n", + " p1=ds_stat_3[var_name].plot.contourf(x='Time',y='height',levels=np.linspace(min_level,max_level,10),add_colorbar=False,cmap='coolwarm')\n", + " pl.ylabel('')\n", + " pl.ylim([0,5000])\n", + " fig.subplots_adjust(right=0.8)\n", + " cbar_ax = fig.add_axes([0.85, 0.15, 0.05, 0.7])\n", + " cb2 = fig.colorbar(p1,format=tkr.FormatStrFormatter('%.3g'),cax=cbar_ax)\n", + " pl.title(label_name[2])\n", + " \n", + "plot_contour('CSP_THDT_LSHOR',['','TH Advection Horizontal',''],-1e-4,1e-4)\n", + "plot_contour('CSP_TH',['','TH - LES',''],280,310)\n", + "plot_contour('CSP_QVDT_LSHOR',['','QV Advection Horizontal',''],0,2e-7)\n", + "plot_contour('CSP_QV',['','QV - LES',''],0,0.011)\n", + "plot_contour('CSP_QL',['','QL',''],0,5e-5)\n", + "\n", + "pl.figure(figsize=(7,5))\n", + "ds_stat_1['CST_PRECT'].plot.line(label='75 km')\n", + "ds_stat_2['CST_PRECT'].plot.line(label='150 km')\n", + "ds_stat_2['CST_PRECT'].plot.line(label='300 km')" + ] + }, + { + "cell_type": "markdown", + "id": "3494a9af-9eb9-48ce-9c55-8be99b84d3bf", + "metadata": {}, + "source": [ + "Which of the forcing scales produces clouds close to what was observed from satellie images (GOES)?" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "id": "dd41f480-976d-45fd-b08a-90a46a16440e", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sim_id=6\n", + "ds_cogs_1 = xr.open_dataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id:04d}/obs_model/sgplassocogsdiagobsmod{sim_id}C1.m1.{case_date:%Y%m%d}.120000.nc\")\n", + "sim_id=7\n", + "ds_cogs_2 = xr.open_dataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id:04d}/obs_model/sgplassocogsdiagobsmod{sim_id}C1.m1.{case_date:%Y%m%d}.120000.nc\")\n", + "sim_id=8\n", + "ds_cogs_3 = xr.open_dataset(f\"{path_shcu_root}/{case_date:%Y%m%d}/sim{sim_id:04d}/obs_model/sgplassocogsdiagobsmod{sim_id}C1.m1.{case_date:%Y%m%d}.120000.nc\")\n", + "\n", + "fig, ax = plt.subplots(ncols=1,figsize=(7,5))\n", + "ds_cogs_1[\"low_cloud_fraction_cogs\"].isel(source_type=0).plot(ax=ax, marker=\"o\", label=\"COGS\",color='k')\n", + "ds_cogs_1[\"low_cloud_fraction_cogs\"].isel(source_type=1).plot(ax=ax, marker=\"o\", label=\"Sim6\", color='b')\n", + "ds_cogs_2[\"low_cloud_fraction_cogs\"].isel(source_type=1).plot(ax=ax, marker=\"o\", label=\"Sim7\", color= 'r')\n", + "ds_cogs_3[\"low_cloud_fraction_cogs\"].isel(source_type=1).plot(ax=ax, marker=\"o\", label=\"Sim8\", color = 'g')\n", + "# If you plan to share with frieds, do a little clean-up beyond the default labelling from xarray...\n", + "ax.legend()\n", + "ax.set_title(\"COGS vs. WRF Cloud Fraction\")\n", + "ax.set_xlabel(\"Time (UTC)\")\n", + "ax.set_ylabel(\"Cloud Fraction\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "71f30c5c-b515-450c-9274-d58084f4a640", + "metadata": {}, + "source": [ + "How does Cloud Organization and width of maximum cloud cell changes between the three cases? " + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "a004ddc6-f63d-4759-a07d-c905df7baec8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "60\n", + "0\n", + "60\n", + "0\n", + "60\n" + ] + } + ], + "source": [ + "#### Field Plots #####\n", + "import os\n", + "import numpy as np\n", + "import matplotlib.pyplot as pl\n", + "from matplotlib import cm\n", + "import math\n", + "from scipy.stats import norm\n", + "import xarray as xr\n", + "import netCDF4 as nc\n", + "import sys\n", + "\n", + "sys.setrecursionlimit(1000000)\n", + "\n", + "##########################################################################################\n", + "class cell:\n", + " def __init__(self, id):\n", + " self.id = id\n", + " self.value = [[],[]]\n", + " self.location = [[],[]]\n", + " self.nelements = 0\n", + " self.nelements_local = 0\n", + "\n", + " def add_elements(self, i, j, var_values):\n", + " self.location[0].append(i)\n", + " self.location[1].append(j)\n", + " self.value[0].append(var_values)\n", + " self.nelements = self.nelements + 1\n", + " self.nelements_local = self.nelements_local + 1\n", + " def __del__(self):\n", + " return\n", + "##########################################################################################\n", + "def find_boolean(variable, threshold_criteria): #variable is f(i, j, t): --> outputs boolean -1 (unsatisfied) 0 (satisfied) \n", + " boolean = np.zeros(( len(variable[:,0]), len(variable[0,:])))\n", + " boolean = -1\n", + " boolean = np.where(variable[:,:]>threshold_criteria,0,-1)\n", + " return boolean;\n", + "########################################################################################\n", + "def identify_elements_in_cell(i,j,new_cell): #input the ijk at which boolean is satisfied along with boolean and new cell created \n", + "\n", + " global booli;\n", + " new_cell.add_elements(i,j,cell_variable[i,j])\n", + " booli[i,j] = -1\n", + "\n", + " ii=i-1; jj=j; #look west\n", + " if ii<0:\n", + " ii = nx-1\n", + " if (booli[ii,jj] == 0):\n", + " identify_elements_in_cell(ii,jj,new_cell) \n", + "\n", + " ii=i+1; jj=j; #look east\n", + " if ii>nx-1:\n", + " ii = 0\n", + " if (booli[ii,jj] == 0):\n", + " identify_elements_in_cell(ii,jj,new_cell) \n", + "\n", + " ii=i; jj=j+1; #look north\n", + " if jj>ny-1:\n", + " jj = 0\n", + " if (booli[ii,jj] == 0):\n", + " identify_elements_in_cell(ii,jj,new_cell) \n", + "\n", + " ii=i; jj=j-1; #look south\n", + " if jj<0:\n", + " jj = ny-1\n", + " if (booli[ii,jj] == 0):\n", + " identify_elements_in_cell(ii,jj,new_cell) \n", + "#################################################################################################\n", + "def create_new_cell(variable,bool): # input the boolean and the variable, output is the cells tracked (i,j,t) based on boolean \n", + " cell_number = 0;\n", + " global booli,cell_variable,nx,ny;\n", + " nx = len(variable[:,0])\n", + " ny = len(variable[0,:])\n", + " booli=bool;cell_variable = variable;\n", + " variable_cells = []\n", + " for j in range(0,ny):\n", + " for i in range(0,nx):\n", + " if booli[i,j]==0: \n", + " new_cell=cell(cell_number) \n", + " identify_elements_in_cell(i,j,new_cell)\n", + " if new_cell.nelements>=nminelems:\n", + " variable_cells.append(new_cell)\n", + " variable_cells[cell_number].id = cell_number\n", + " cell_number = cell_number + 1\n", + " else:\n", + " del new_cell;\n", + " return variable_cells, cell_number;\n", + "#################################################################################################\n", + "def run_tracking(tracked_variable,param_threshold):\n", + " global nx,ny;\n", + " nx = len(tracked_variable[:,0]); ny = len(tracked_variable[0,:]); \n", + " bool = find_boolean(tracked_variable,param_threshold)\n", + " [cells,cell_number] = create_new_cell(tracked_variable,bool);\n", + " return cells,cell_number;\n", + "####################################################################################################\n", + "def find_cell_centers(cells,ncells):\n", + " centers=np.zeros((ncells,2))\n", + " max_cloudsize=0;\n", + " for i in range(0,ncells):\n", + " centers[i,0]=np.mean(cells[i].location[0])\n", + " centers[i,1]=np.mean(cells[i].location[1])\n", + " if cells[i].nelements>max_cloudsize:\n", + " max_cloudsize=cells[i].nelements\n", + " return centers,max_cloudsize;\n", + "####################################################################################################\n", + "def find_nearest_neighbor(centers,nx,ny):\n", + " distance=np.zeros(len(centers[:,0]))\n", + " nn_distance=np.zeros(len(centers[:,0]))\n", + " for i in range(len(centers[:,0])):\n", + " for j in range(len(centers[:,0])):\n", + " if i==j:\n", + " distance[j]=100;\n", + " else:\n", + " xdist=min(abs(centers[i,0]+nx-centers[j,0]),abs(centers[i,0]-nx-centers[j,0]),abs(centers[i,0]-centers[j,0]))\n", + " ydist=min(abs(centers[i,1]+ny-centers[j,1]),abs(centers[i,1]-ny-centers[j,1]),abs(centers[i,1]-centers[j,1]))\n", + " distance[j]=math.sqrt(xdist**2+ydist**2)\n", + " nn_distance[i]=min(distance)\n", + " return nn_distance;\n", + "####################################################################################################\n", + "def retrieve_variable(variable_name,netcdf_path): #open corresponding netcdf file and read data\n", + " all_data=xr.open_dataset(netcdf_path,decode_times=False)\n", + " var=all_data[variable_name].values\n", + " variable=var\n", + " x=all_data['x'].values\n", + " y=all_data['y'].values\n", + " t=all_data['Time'].values\n", + " return variable, x, y, t; \n", + "##########################################################################################\n", + "#[w_cross,x,y,t]=retrieve_variable(variable_name='w',netcdf_path='/fs/ess/PFS0220/eurec4a/case_1060lagtraj_feb2_withw/w_cross.nc')\n", + "def get_iorg(xr_data,variable_name,param_threshold,start_ind,slice_len):\n", + " variable=xr_data[variable_name].values\n", + " i_org=np.zeros(xr_data.Time.size)\n", + " Max_Clouds=np.zeros(xr_data.Time.size)\n", + " for i in range(start_ind,xr_data.Time.size,slice_len):\n", + " if i%60==0:\n", + " print(i)\n", + " [clouds,ncells]=run_tracking(tracked_variable=variable[i,:,:],param_threshold=param_threshold)\n", + " if ncells<2:\n", + " i_org[i]=0;\n", + " Max_Clouds[i]=0;\n", + " else:\n", + " [centers,Max_Clouds[i]]=find_cell_centers(clouds,ncells)\n", + " nn_distance=find_nearest_neighbor(centers,nx,ny)\n", + " centers=centers.astype(int)\n", + " nn_sorted = np.sort(nn_distance);nn_sorted=nn_sorted/max(nn_sorted)\n", + " p = 1. * np.arange(len(nn_distance)) / (len(nn_distance) - 1)\n", + " p_ran=1-np.exp(-1*(math.pi)*nn_sorted*nn_sorted)\n", + " i_org[i]=np.trapz(p,x=p_ran)\n", + " xr_data['i_org']=xr.DataArray(i_org,dims=['Time'])\n", + " xr_data['Max_Clouds']=xr.DataArray(Max_Clouds,dims=['Time'])\n", + " return xr_data;\n", + "#########################################################################################\n", + "\n", + "\n", + "nminelems=10\n", + "slice_len=1;\n", + "\n", + "ds_xwrf_1=get_iorg(ds_xwrf_1,'qc_path',0.005,start_ind=0,slice_len=slice_len)\n", + "ds_xwrf_2=get_iorg(ds_xwrf_2,'qc_path',0.005,start_ind=0,slice_len=slice_len)\n", + "ds_xwrf_3=get_iorg(ds_xwrf_3,'qc_path',0.005,start_ind=0,slice_len=slice_len)" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "b15d18fa-bcc6-444c-9578-6d3a6bf58301", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 124, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "pl.figure(figsize=(7,5))\n", + "(0.1*ds_xwrf_1['Max_Clouds']**(1/2)).plot.line(label='75km')\n", + "(0.1*ds_xwrf_2['Max_Clouds']**(1/2)).plot.line(label='150km')\n", + "(0.1*ds_xwrf_3['Max_Clouds']**(1/2)).plot.line(label='300km')\n", + "pl.ylabel('Cloud Size (km)')\n", + "pl.title('Size of the Largest Cloud Cell')\n", + "pl.legend()\n", + "\n", + "pl.figure(figsize=(7,5))\n", + "ds_xwrf_1.i_org.rolling(Time=6, center=True).mean().dropna(\"Time\").plot.line(label='75km')\n", + "ds_xwrf_2.i_org.rolling(Time=6, center=True).mean().dropna(\"Time\").plot.line(label='150km')\n", + "ds_xwrf_3.i_org.rolling(Time=6, center=True).mean().dropna(\"Time\").plot.line(label='300km')\n", + "pl.ylabel(r'Organization Index ($I_{org}$)')\n", + "pl.title('Extent of Cloud Organization')\n", + "pl.legend()\n", + "\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "14e2582c-cf1c-43af-ae96-7a753e1ba60b", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", 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", 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z8/PdfgbVf9ENHjyYwsJCANc5i4uLMZlM+Pr6NvpnVm3u3LnMmzePZ555xm26BOCM9dRoNAQEBJz2+MHBwfXuDyf/am5r52oOp772jUbjabdXvw6ysrIAGDJkSJ3HPdP/v0ajkf79+zeojo25ffvjjz9y3XXXMX78eD788MNaH+wN/X01xrhx43j33XeZNWsWXbp0AZzvc//617947LHHXO8FS5curdVvpvq9sKH1WrRoEYmJiXz66aeu/zerW90qKyspLCzE19cXnU5X63b7u+++y+23305wcDCVlZWUl5fj5eVV63zVf4CkpKTw5JNP8txzz2E0Gl3nq+5yUFhYiMlkarbPpdZAAk8z279/P08++SRTpkzhxhtvpFOnTowcOZJ//vOfvPDCC81yzpEjR9K9e3eefvppxo8fT0xMTLOcB5ytQ8ePHz9juTlz5tQ7R1BNx48fZ8yYMSilWLt2LR06dKhVpk+fPixbtozMzEy3/jLV8x3VnFOiMYYMGcL+/ftJTk6mrKyM+Ph417wyF110EVD3X7LVf7E2tF779+9HKcW1115bqw6pqakEBgby4osvMnPmTN58801KSkpcz4eEhLgda8+ePbWapvfs2eP2M9i3bx/79u3js88+q3W+Ll260K9fvzqDWkPMnTuXp556iqeeeorHHnuszuN7enrWORfVnj176Nq1Kx4eHqc9R58+ffj444+x2Wxuf0Gf+nNta+dqTapfV59//jmdOnVq9P51/SFQn+o/EM7kxx9/5JprrmH06NF88cUXrpBWU58+fer9HUDT3wtuu+02brnlFo4cOYLBYKBr1648++yzaDQaRo0aBcCVV15Zb6tWQ+u1d+9eioqKiI+Pr1X2iSee4IknnmDHjh3079+/1rmqf97VfXf27NnD0KFDXc9nZmaSm5vrOldiYiIVFRU88MADPPDAA7XOFxgYyAMPPMCiRYtO+7Np01pkbNh5wmq1qsGDB6vo6GhVUFDg2j579myl1WrVr7/+Wud+TR2WXnPY4Pvvv++an6VaXUMx/+jQ1927d6stW7ac8ZGWlnbGYx0/flx17txZxcTEqGPHjtVbrnr493PPPee2fcaMGfUO/1bq9MPS6+JwONSkSZNUVFSUKi8vP2P5htYrIyNDrVmzptYjPDxcDRs2TK1Zs0alpqae8XwXXHCB6t27t9tQ6U2bNilAvf76665tdZ2rel6T5cuXqy1bttR5/DMNk3/66acVoB5//PHT1nPy5MkqLCxMFRcXu7YdP35cGY1G9cgjj5zxOlesWKEAtWzZMrftl112Wa2h4m3pXGdyuv83R48erUaPHu36d31Dh9esWaMA9dlnn7ltf/fddxXg+t0nJSUpvV6vFixY0KS6ms3mBr0PbNmyxe3nVZ8ff/xReXh4qEsuuURVVFTUW+61115TgPrtt99c26xWq+rVq5caOnRovfudblh6XQoLC1Xnzp3VNddc06DyDa3XgQMHav2/WT1Fxt13363WrFmjSkpKTnuuvLw85eHhoe6++2637c8++6zbsPSCgoI63wv69eunOnfurNasWaOOHDlS6/jtaVi6BJ5mVP2B8P3337ttr6ioUN27d1fdunWr84P0bASeutQXeOqbeLB6krlzISsrS8XFxSmTyaQ++OCDWvU4NQBUT/D3/PPPq7Vr16rHHnuszgn+ysrK1GeffaY+++wzNWvWLAWop556Sn322WdqxYoVbmUfe+wx9fHHH6u1a9eq9957T40ZM0Z5enqq1atXN/g6GlqvujR2Hp41a9YovV6vrr32WrVy5Ur14YcfqpiYmNNOPFjtTK+xM9Xn3//+twLUZZdddsbXzYEDB5SPj4+66KKL1IoVK9SXX36pevfuXecEfRdffLHS6XS1zjd+/HgVGBioFi9erFavXq2mT5+uAPXBBx+0iXONHj26UR+w1fucq8CjlFLz589Xer1ezZgxQ3311Vdq7dq16pNPPlGzZs1yzSN2Lqxfv155enqqzp07q9WrV9d6bdWc96iyslL16tVLxcTEqA8//FCtXLlSXXvttXVO8JecnOx6L7jssstcP5fPPvvM7eeQlZWlHn74YfX111+r1atXq9dee0117txZxcXFNegPt8bW61RNCRjVEw8+9thjau3ater5559XJpPptBMPVmvqPDxz585VOp3O7XrWrl2rdDpdrQkidTqduvjiixt8Pc1FAk8z2blzpzIYDPW+4DZt2qS0Wq168MEHaz13rgMPUO+j5qR2zan6jbm+x5w5c9zKWywWNWfOHNWxY0dlNBpVt27d1Msvv1zruNU/m7oenTp1civ717/+1XW8kJAQNWnSJLV79+5GXUdD61WXxgYepZT66aef1LBhw5SHh4cKCgpSU6ZMqXNSwFP90cBzptfNqbZu3arGjRunvLy8lJ+fn7rmmmvU0aNH6z3uqUpKStT999+vIiIilNFoVH379lUff/xxnXVrjecaNGiQioiIqPMY9TnXgUcppZYvX67Gjh2r/Pz8lMlkUp06dVLXX3+9+vnnnxtV9z+i+rVZ3+PUFtrMzEw1ZcoUFRQUpDw8PNSwYcPUypUrax23+prretx2222ucnl5eerSSy9VoaGhymAwqI4dO6r77rvvtP+v1KWh9TpVU1tUXnrpJdWtWzdlNBpVx44d1Zw5c9xm+K9PUwNP9e+p5u+j+vV26vs14PZ6bSkapZo4KYIQQogzKikpISgoiEWLFnHvvfe2dHWEOG/JPDxCCNGMfvnlF6Kjo5k+fXpLV0WI85q08AghhBCi3ZMWHiGEEEK0exJ4hBBCCNHuSeARQgghRLsngUcIIYQQ7Z4sLYFzDaP09HR8fX1bZME/IYQQQjSeUoqSkhKioqLOuOabBB4gPT29WdebEkIIIUTzSU1NrXPtxZok8IBrpejU1FT8/PxauDZCCCGEaIji4mJiYmJcn+OnI4EHXLex/Pz8JPAIIYQQbUxDuqNIp2UhhBBCtHsSeIQQQgjR7kngEUIIIUS7J314GsFut2O1Wlu6Gu2OwWBAp9O1dDWEEEK0YxJ4GkApRWZmJoWFhS1dlXYrICCAiIgImQdJCCFEs5DA0wDVYScsLAwvLy/5UD6LlFKUl5eTnZ0NQGRkZAvXSAghRHskgecM7Ha7K+wEBwe3dHXaJU9PTwCys7MJCwuT21tCCCHOOum0fAbVfXa8vLxauCbtW/XPV/pICSGEaA4SeBpIbmM1L/n5CiGEaE4SeIQQQgjR7kngOY9pNBqWL1/e0tUQQgghmp0EnnYsOzubGTNm0LFjR0wmExEREUyYMIFNmzYBkJGRweWXX96sdXj22WfRaDTMnDmzWc8jhBBCnI6M0mrHJk2ahNVqZenSpcTFxZGVlcWqVavIz88HICIiolnPv2XLFhYvXkzfvn2b9TxCiNp2ZO/A5rAxJGJIS1flrPp82wlGdAkmKsCzcTse3wTKDp0vbJ6KiVZPWnjaqcLCQn799VcWLFjA2LFj6dSpExdccAGPPvooEydOBNxvaSUnJ6PRaPj0008ZNWoUnp6eDBkyhMOHD7NlyxYGDx6Mj48Pl112GTk5OWc8f2lpKbfccgv//e9/CQwMbM5LFUKcoshcxN/X/Z1pP07j5e0vY3W0j9GPP+zNZPZnu7j2tQ3sSy9q+I4OO3w3C5ZMhA+uh8w9zVdJ0WpJ4GkCpRTlFts5fyilGlxHHx8ffHx8WL58OWazucH7zZkzh8cff5zt27ej1+u56aabePjhh3nppZdYv349x44d48knnzzjce69914mTpzIJZdc0uBzCyHODoPWwMjokSgU/93zX27/4XZSS1Jbulp/WO9oP7qF+5BVbGbyG5tYcyi7YTvaKqHTcNDq4ehKeGMUfHkXFCQ3a31F6yK3tJqgwmon4ckfz/l59z89AS9jw35ler2eJUuWMH36dN544w0GDhzI6NGj+fOf/3zaW0yzZ89mwoQJADzwwAPcdNNNrFq1ipEjRwIwbdo0lixZctpzL1u2jO3bt7Nly5aGXZgQ4qzyMngxd8RchkcN5+mNT7M7Zzc3fHMDTwx7golxE1u6ek3WIdCLz+4ewV8/2MbGY3ncuXQrc6/qxV+GdTr9jkZvmPh/MOweWD0P9n0Juz+BvV/CkGlw0d/BO+TcXIRoMdLC045NmjSJ9PR0/ve//zFhwgTWrl3LwIEDTxtYaoah8PBwAPr06eO2rXoZiPXr17taknx8fPjwww9JTU3lgQce4IMPPsDDw6N5LkwI0SCXdb6Mz6/6nAFhAyizlvGP9f/gn7/+kzJrWUtXrcn8PQ0sueMCrh/UAbtD8fjyvTy74gAORwNawIO7wA3vwl1rIW4sOKzw+xvwUj9YuwDMpc1ef9FyNKox90naqeLiYvz9/SkqKsLPz8/tucrKSpKSkoiNjXV9gCulqLDaz3k9PQ26PzxB35133snKlSs5fvw4Go2Gr776imuuuYbk5GRiY2PZsWMH/fv3B2Dt2rWMHTuWgoICAgICAFiyZAkzZ86ksLCQiooK0tLSXMcODw9n1apVXHvttW7LQ9jtdjQaDVqtFrPZXOfSEXX9nIUQZ4fNYWPx7sW8uftNHMpBjG8MCy9aSO+Q3i1dtSZTSvHK6qO8sPIwAMPignj++n7EBDViVvxja+DnpyBjp/Pf3qFw1SvQvXlHr4qz53Sf36eSFp4m0Gg0eBn15/xxNmYjTkhIoKzs7Px15+npSdeuXV0PX19fxo0bx549e9i5c6frMXjwYG655RZ27twp62QJ0QL0Wj339L+Hdya8Q4R3BKklqdz2/W2sTV3b0lVrMo1Gw/3j4ll0Y388DTp+S8xnwqJfeP+34w1r7QHoMhamr4Hr34WgOCjLgU+nQN6x5q28aBESeNqpvLw8Lr74Yj744AN2795NUlISn332GQsXLuTqq69utvP6+vrSu3dvt4e3tzfBwcH07t12/5oUoj0YFD6Iz6/8nIs6XITFYWHmmpl8c+yblq7WH3LNgGh+mDmKC2KDKLfYeWL5Xv7y9u+k5pc37ABaLfS+Du7dDLGjwW6BlWcemCHaHgk87ZSPjw9Dhw7lxRdf5KKLLqJ379488cQTTJ8+nf/85z8tXT0hRAvxN/mzaOwiroi7Aruy89ivj/HRgY9aulp/SKdgb5ZNH8acKxPwMGjZeCyPyxb9woe/H2/46FadAS5fCBodHPwWktY3b6XFOSd9eGh8Hx5x9snPWYhzy6EcLNi8gI8OOsPOvf3vZUbfGW1+Id/k3DL+/vkutiQXADAqPoTnJvUluqETFX77EGx9GyL6wl3rnC1AotWSPjxCCCFOS6vR8o8L/sFf+/0VgFd3vsrCLQtxKEcL1+yP6RzizSd3DeeJK5ytPeuP5DLhxV/4eHNKw1p7xj4GJj/I3A27Pm7+CotzRgKPEEKcpzQaDff0v4dHhjwCwAcHPuDJDU9ic9hauGZ/jFarYdqFsay4fxSDOgVSarbx6Jd7uO3dLaQXVpx+Z+8QuGi28/tVT4Ol7Q7hF+4k8AghxHnuLwl/4ZkLn0Gn0fH1sa+ZtXYWZnvDZ2hvreJCffh0xnAen9gTk17LL4dzmPDiL3y6JfX0rT1D74aATlCaCRtePncVFs1KAo8QQgiu6nIVL4x5AaPWyOrU1dzz8z1teoLCajqthjtHxbHigVEM6BhAidnGw1/s5o4lW8goqqe1R2+C8U87v9/wEhSl1V1OtCkSeIQQQgBwcceLef2S1/HSe7E5czN3/ngnhZWFLV2ts6JLqA+f3z2Cx/7UA6Ney9pDOVz64i98trWe1p6Eq6HjcLBVwOp/nfsKi7NOAo8QQgiXCyIv4O0JbxNgCmBv3l5u/+F2ssqyWrpaZ4VOq+Gui7qw4v4L6RcTQEmljb9/vptpS7eSVVzpXlijgQnPOL/f9TGkbT/3FRZnlQQeIYQQbnqH9GbJZUsI8wrjWNExpnw/hZTilJau1lnTNcyXL+4eziOX9cCo07L6YDbj/m8djy/fw9pD2VRWLx0UPQj6/tn5/Y//BJnFpU2TeXiQeXhaA/k5C9H6pJemM/2n6aSUpBDsEczSy5fSye8MK5O3MUeySpj9+W52pRa6tpn0WobGBTO6WyjjIi10fv8C5xOzj4JPaMtUVNRJ5uERQgjxh0X5RLH08qV0C+xGXmUeS/ctbekqnXXx4b589dcRfDBtKH8eEkOUvwdmm4NfDufwr2/385e3NgFg0xj4MdFMSaW1hWssmkrf0hUQLafmaulCCFGXEM8QHhj4APeuupeN6RtRSrX52ZhPpdVquDA+hAvjQ1BKcTS7lHWHc1h3OAfP5J0AHLFHMOOjXei1GgZ2CmR0t1BGdwslIdIPrbZ9/TzaqxZt4encuTMajabW49577wVAKcVTTz1FVFQUnp6ejBkzhn379rkdw2w2c9999xESEoK3tzdXXXUVJ06caInLaXWys7OZMWMGHTt2xGQyERERwYQJE9i0yfkXS0ZGBpdffvlZP+9TTz1V63caERFx1s8jhDg3BocPRq/Vk1aaRkpJ++nLUxeNRkN8uC93jorj/WlDeXW8FwC24O7EhXhjcyg2J+Xz/I+HuOKVX7lg/ioe+nQnX+9MI7/M0sK1F6fToi08W7ZswW63u/69d+9exo8fzw033ADAwoULeeGFF1iyZAndunVj3rx5jB8/nkOHDuHr6wvAzJkz+eabb1i2bBnBwcHMmjWLK664gm3btqHT6VrkulqLSZMmYbVaWbp0KXFxcWRlZbFq1Sry8/MBmjWE9OrVi59//tn17/P9dyFEW+Zl8GJg2EA2Z25mQ9qGdteP53QMeYcB6NN/KKtHjyElr5x1R3JYdyiHjcdyyS018+X2NL7cnoZGA32j/Z2tP91D6dchAL1Oeo60GqoVeeCBB1SXLl2Uw+FQDodDRUREqOeee871fGVlpfL391dvvPGGUkqpwsJCZTAY1LJly1xl0tLSlFarVT/88EODz1tUVKQAVVRUVOu5iooKtX//flVRUfEHruzcKygoUIBau3ZtvWUA9dVXXymllEpKSlKA+uSTT9SFF16oPDw81ODBg9WhQ4fU5s2b1aBBg5S3t7eaMGGCys7OPu2558yZo/r169eo+rbVn7MQ54u3dr+lei/prf72899auirn1pujlZrjp9S+r2s9Zbba1YajOWr+iv1qwovrVKdHvnV79Jnzg7rng23qk80pKqNQ3tuaw+k+v0/VavrwWCwWPvjgAx566CE0Gg2JiYlkZmZy6aWXusqYTCZGjx7Nxo0bmTFjBtu2bcNqtbqViYqKonfv3mzcuJEJEybUeS6z2YzZfHLa9OLi4sZVVimwljdun7PB4OWcG6IBfHx88PHxYfny5QwbNgyTydSg/ebMmcOiRYvo2LEjU6dO5aabbsLPz4+XXnoJLy8vJk+ezJNPPsnrr79+2uMcOXKEqKgoTCYTQ4cOZf78+cTFxTWoDkKI1mdE1AgWbV/E5szNWO1WDDpDS1ep+TkckONs4SGsZ62njXotI7qEMKJLCI9e3pOs4kp+qer7s/5ILkUVVr7bk8F3ezIA6BHhy+huoVzULZTBnQMx6aXl+1xqNYFn+fLlFBYWcvvttwOQmZkJQHh4uFu58PBwjh8/7ipjNBoJDAysVaZ6/7o8++yzzJ07t+mVtZbD/Kim799Uj6WD0btBRfV6PUuWLGH69Om88cYbDBw4kNGjR/PnP/+Zvn371rvf7NmzXUHxgQce4KabbmLVqlWMHDkSgGnTprFkyZLTnnvo0KG89957dOvWjaysLObNm8eIESPYt28fwcHBDbtWIUSr0j2oO0EeQeRX5rMzZydDIoa0dJWaX1EqWMtAZ4TA2DMWD/fz4IbBMdwwOAa7Q7HrRCHrDjkD0K4ThRzMLOFgZglv/pKIp0HHiC7BjO7u7PzcKbhh7+2i6VrNzcW3336byy+/nKgo9yBx6mgA1YARAmcq8+ijj1JUVOR6pKamNr3irdikSZNIT0/nf//7HxMmTGDt2rUMHDjwtIGlZhiqDpt9+vRx25adnQ3A+vXrXS1JPj4+fPjhhwBcfvnlTJo0iT59+nDJJZfw3XffAbB0afsb0irE+UKr0TI8ajgAm9I3tXBtzpGcg86vwfGga1z7gE6rYWDHQB4c343l945k++PjefmmAUwa2IEQHxMVVjurDmbz5Nf7GP38WsY8v4Y5X+9l9cEsyi1te7X61qpVtPAcP36cn3/+mS+//NK1rbpDbWZmJpGRka7t2dnZrg/iiIgILBYLBQUFbq082dnZjBgxot7zmUymBt/iqZPBy9nacq4ZvBq9i4eHB+PHj2f8+PE8+eST3HnnncyZM8fVklbrFIaTzdTVofHUbQ6HA4DBgwezc+dO13OntsZV8/b2pk+fPhw5cqTR9RdCtB4jo0byXeJ3bEjfwP0D72/p6jS/6sAT1uMPHyrQ28hV/aK4ql8UDofiQGYx6w7n8MvhHLYmF5CcV07ypuMs3XQco07LoE6B9I3xp1eUPwmRfsSGeKOT4e9/SKsIPO+++y5hYWFMnDjRtS02NpaIiAhWrlzJgAEDAGc/n3Xr1rFgwQIABg0ahMFgYOXKlUyePBlwDrXeu3cvCxcubL4KazQNvrXU2iQkJLB8+fKzcixPT0+6du16xnJms5kDBw4watSos3JeIUTLGBY5DIADeQfIr8wnyCOohWvUjGwWOPCt8/vQPx54atJqNfSKcoaZe8Z0paTSyqZjeaw7nMPaQzmkFVawKTGPTYl5rn08DTp6RvqSEOXnCkHdI3zxMEg/oIZq8cDjcDh49913ue2229DrT1ZHo9Ewc+ZM5s+fT3x8PPHx8cyfPx8vLy9uvvlmAPz9/Zk2bRqzZs0iODiYoKAgZs+e7bqVcj7Ly8vjhhtuYOrUqfTt2xdfX1+2bt3KwoULufrqq5v13LNnz+bKK6+kY8eOZGdnM2/ePIqLi7ntttua9bxCiOblY/RBr9Vjc9g4kHeAkdEjW7pKzUMp+OZ+OLEZjD7Qe1Kzns7Xw8ClvSK4tFcESikSc8v4LTGP/enF7Esv5mBmMRVWO9tTCtmeUujaT6fV0CXU2xWAekX5kRDlR4CXsVnr21a1eOD5+eefSUlJYerUqbWee/jhh6moqOCee+6hoKCAoUOH8tNPP7nm4AF48cUX0ev1TJ48mYqKCsaNG8eSJUvO+3lffHx8GDp0KC+++CLHjh3DarUSExPD9OnTeeyxx5r13CdOnOCmm24iNzeX0NBQhg0bxm+//UanTufP3B1CtDeVtkruW30fNocNb4M33YO6t3SVms+6hc4V0jU6uGEpBHc5Z6fWaDR0CfWhS6iPa5vdoUjKLWVfejH704vZn+EMQvllFg5nlXI4q5SvdqS5ykcHeJIQ5ecWgqIDPNvdDNmNJYuHIouHtgbycxai9aq0VXL/6vvZlLEJT70nb45/kwFhA1q6Ws1j1zL4aobz+ysWweA7WrQ69VFKkVVsZl96kSsI7csoIjW/os7yAV4GEiKrQlC0HwmR/nQJ9W7zEyM2ZvHQFm/hEUII0XqZ7WYeWPOAK+y8fsnr7TfsJK2Hr//m/H7kzFYbdsDZEhTh70GEvwfjep4cMFJUYeVARrHrdtj+jGKOZJVQWG5l47E8Nh472S/IqNfSI8LX2QoU6UdClD89I33xMrbPaNA+r0oIIcQfVh12NqZvxFPvyWvjXmNQ+KCWrlbzyDkEn9wCDiv0uhbGzWnpGjWJv6eBYXHBDIs7OeeZ2WbnSFZpVQgqYn9VICqz2Nl9oojdJ4pcZTUaiA2p3S8oxOcPjGxuJSTwCCGEqMVit/DgmgfZkLYBT70nr457lcERg1u6Ws2jNBs+vB4qiyBmKFzzOmjb9q2emkx6Hb2j/ekd7Q/EAOBwKFLyy6tagZy3xfalF5NTYiYxp4zEnDK+2XVy+pVwP1NVAPJ3haCYQK82tVK8BB4hhBBuLHYLD659kPVp6/HQefCfi//TfmdWtpTDx3+GwhTnbMp//hgMni1dq2an1WroHOJN5xBvJvatMdddSaVbx+gD6cUk5ZWRVWwmqziHNYdyXGV9TXp6RjrDj3O4vB/xYb4Y9a0zLErgEUII4WK1W5m1dha/nPgFk87EK+Ne4YLIC1q6Ws3DYYcvp0PaNvAMhFs+B+/ze/mbMF8Pwrp7MKZ7mGtbqdnGoczik52j04s5lFlCidnG5uR8Nifnu8oadBriw3xdrUC9qvoF+Xq0/NprEniEEEIAVWFn3SzWnljrDDsXv+KabLBdUQryE2H9/8HBb51rZf35Ywg580Sq5yMfk55BnYIY1OnkRJNWu4NjOaXsS6tuDSpif3oxxZU2Zx+hjGLYdvIY3cJ9+O+UwS26ZpgEHiGEEORW5PL0pqdZk7oGo9bIy2Nfdq2d1eYpBQXJkPwrJK93fi2umrdGo4Vr34RO7eRazxGDTkuPCD96RPhRPS2jUooTBRWu22H704v5+UAWAIezSvluTwb3jGm5UCmBRwghzmOHCw7z/v73+S7xO6wOqzPsXPwyI6LrX4+wTSg47h5wik5ZJFprgA5DYMR90ONPLVPHdkaj0RAT5EVMkBcju4bwzHf7Xc/FhnhzRZ+o0+zd/CTwCCHEeUYpxYb0Dby37z02ZZxc+bxfaD9mDpzZNkdjFZ1wzqOT/Csk/+LshFyTVg/Rg6DzKIgdBR0uAGPjF2QWZ7bpWB5//3wXJwqckyBOHRnL3yd0x9PYsisgSOA5j2k0Gr766iuuueaalq6KEOIcqLRV8l3id7y//32OFR0DQKvRcknHS7g14Vb6h/Vv2Qo2RnF6VcCpehQkuz+v0UH0QGfA6XwhdBzWZhd9bisqrXYW/HCQdzckA9Ah0JPnr+/H8C6toyO4BJ52LDs7myeeeILvv/+erKwsAgMD6devH0899RTDhw8nIyODwMDAZjl3WloajzzyCN9//z0VFRV069aNt99+m0GD2umkZUK0YnkVeXxy6BM+OfQJ+ZXOETXeBm+ui7+OW3reQrRPdAvXsAGKM2rcolrv7HRck0YHUf2rAs4oZ8Ax+dR5KHH27UgpYNZnu0jMKQPgpgti+OfEBHxMrSdmtJ6aiLNu0qRJWK1Wli5dSlxcHFlZWaxatYr8fOcbXkRERLOct6CggJEjRzJ27Fi+//57wsLCOHbsGAEBAc1yPiFE3Y4WHOX9A+/z7bFvsTgsAER6R3JLz1u4Lv46fI2+ZzhCCyrJOtn/Jnk95B11f16jhch+7gHH4/RrKYmzz2Jz8NKqw7y+9hgOBWG+JhZc35exNYa1txYSeNqpwsJCfv31V9auXcvo0aMB6NSpExdccHI+jZq3tJKTk4mNjeWTTz7hlVdeYevWrfTu3ZsPP/yQoqIi/vrXv3Lw4EEuvPBC3n//fUJDQ+s994IFC4iJieHdd991bevcuXOzXasQ4iSlFJvSN/He/vfYkL7Btb1PSB+m9JrCJR0vQa9thW/9pTnuASf38CkFNBDZ92TA6TQcPPxbpKrCaX96MQ99upODmSUAXNM/iqeu6kWAl7GFa1a3Vviqb/2UUlTY6l6Rtjl56j3RaBo2jbePjw8+Pj4sX76cYcOGYTI1bB2UOXPmsGjRIjp27MjUqVO56aab8PPz46WXXsLLy4vJkyfz5JNP8vrrr9d7jP/9739MmDCBG264gXXr1hEdHc0999zD9OnTG1QHIUTjme1mViSu4L3973G00NkaotVoGddxHFMSptAvtF+D3z/OibLcqnBTFXByDp5SQAMRvaHzRc4+OJ1GgGdAS9RUnMJmd/DGumO8tOoIVrsiyNvIM9f05vI+kWfeuQVJ4GmCClsFQz8aes7P+/vNv+NlaNioAr1ez5IlS5g+fTpvvPEGAwcOZPTo0fz5z3+mb9++9e43e/ZsJkyYAMADDzzATTfdxKpVqxg5ciQA06ZNY8mSJac9d2JiIq+//joPPfQQjz32GJs3b+b+++/HZDIxZcqUhl2sEKJB8ivz+eTQJyw7uMzVP8dT7+nqnxPjG9PCNQQqiyHvCOQegbTtzoCTvb92ufDeJzsZdxoBXkG1y4hzSilFdomZpNwyjueVsSetiA1H80jKdfbVuTQhnPnX9WkTi4tK4GnHJk2axMSJE1m/fj2bNm3ihx9+YOHChbz11lvcfvvtde5TMwyFh4cD0KdPH7dt2dnZAKxfv57LL7/c9dybb77JLbfcgsPhYPDgwcyfPx+AAQMGsG/fPl5//XUJPEKcBbkVuWzP2s6vab+yImkFZrsZgHCvcG7peQuTuk3Cz3iO+7Mo5Rw5lXvYGWxyD538viSj7n3CEk4GnM4XSsBpIaeGmqTccpJzy0jOK+N4XjkVVnutfXw99My9qhfXDohuXS2HpyGBpwk89Z78fvPvLXLexvLw8GD8+PGMHz+eJ598kjvvvJM5c+bUG3gMhpPrnVS/iE/d5nA4ABg8eDA7d+50PVcdkCIjI0lISHA7bs+ePfniiy8aXX8hzndKKZKLk9mRvYPtWdvZkb2DlBL3OWZ6BfdiSsIUxncej0HbzGsW2czOEVK5h08GmpxDzk7FltL69/MJh5BuENYTOo10BhzvkOatq3CpGWqcYebMoaaaTquhQ6AnnYK96Rbmw+DOQQyPC8bfq+XXx2oMCTxNoNFoGnxrqbVJSEhg+fLlZ+VYnp6edO1ae5rwkSNHcujQIbdthw8fplOnTmflvEK0Z1aHlQN5B9wCToG5wK2MBg3xgfEMCBvAZZ0vY1D4oLP/V3ZFwckw42q1Oeyc70bV8+Go0UFQnDPYhMRDaHfn98Fdpf/NOXC2Qk1ssJdzJfVg52rq0QGerXYF9MaQwNNO5eXlccMNNzB16lT69u2Lr68vW7duZeHChVx99dXNeu4HH3yQESNGMH/+fCZPnszmzZtZvHgxixcvbtbzCtEWlVpK2Z2zm+3ZznCzO2c3lfZKtzJGrZE+oX0YGDaQAWED6BfW7+zcsnI4nEsuVIeZ3EMnvy/LqX8/oy+EdjsZbEKqgk1gZ9C3zhE67YVSiqxiM8l5TQ81nYO96XxKqOkQ6IlB1/ZDzelI4GmnfHx8GDp0KC+++CLHjh3DarUSExPD9OnTeeyxx5r13EOGDOGrr77i0Ucf5emnnyY2NpZFixZxyy23NOt5hWgLssuzneEmawc7sndwqOAQDuVwK+Nv8mdA6AAGhA9gYNhAEoITMOr+QJCwVjhvOdVsqck57Nx2uhGnftFVoaY62FR97xsBbaTfRlskoaZ5aJRSqqUr0dKKi4vx9/enqKgIPz/3v5oqKytJSkoiNjYWDw+PFqph+yc/Z9EeKaVIKkpytd5sz9rOidITtcpF+0Q7W2+qAk6sfyxaTSM/mJSC8rzat6ByD1etK1XPW73OCEFdarTYVIWb4K5gasUTE7Zxp4aapLwyjueWS6hppNN9fp9KWniEEOIssdqt7M/fz/as7WzP3s7O7J0UmgvdymjQ0D2oOwPCBjAwfCADQgcQ7h3e8JPYbVB4vPZIqNzDzn439fEIqOpTU+MWVEg8BHQCnXwUNIfqUOMa/VQj1CTnlVFpddS7b52hpirYnG+h5myRV7kQQjRRiaWEXTm7XJ2L9+TucQ0Rr2bSmegb2tcZcMIG0je0b8OWdDCXnpy7prqlJucw5B8Du6WenTQQ0NG9paa647BXsNyGOoscDkVxpZX8Mgv5ZRbyyizklVo4nt+0UBMb4k2nGq01EmrOPgk8QgjRQJllmezM3sm2rG3syN7B4YLDqFNuFQWYAlzhZmD4QHoG9cSgq2P4bmUxFJ1wdhouTKn6mnrya2lm/RXRe0Bw/Ckdh7s5b00Z2+YI0pZmtTsoqAou1V/za/zb+b25KuBYKSi3YHecuUeITqshpnr0k4SaFiWBRwghalBKkVuRS2JRIklFSSQWJXKs8BhHC4+6ZjKuKcY3xhVwBoQPINYvFg04l04oSoGD39UOM0UpUFl05sp4h9ZorakRbvxjQCsflPVRSlFusbtaX2o+nEHGTH6Zteqrc1tJpa1J5/I16QnyMRLoZSTY20hMkJeEmlZKAk8DSd/u5iU/X3GuWR1WTpSccAWbmo9Sa90T6Gk1WroHdmdQ2AAG+HZigD6Q0IriqmCzDn7/oCrQnDj96KdqnoHO8BLQEfw7VH0f4/wa2FlmHq7icCiKKqzO1pZy562jfLfvza7n8kudAcZsq/9WUn20Ggj0MhLk7f4Irvoa6G0k2Nvk2h7obcCk1zXDFYvmIIHnDKpnGS4vL8fTs/EzHYuGKS8vB9xndRbibCi1lJJcnOwWbBKLEkktTsWm6v6rXqvREuMVTqwxiFidJ13sWrqaK4grycPz6H7Y/nP9k++5aJzDt2uGmIAY8O9Y9bXDeTsKymJzuAWX/HIL+aXmk9+XuYeagnJrg24fncqk1xJcFVSqg0ugK8CYaoUaf08DWq30c2qvJPCcgU6nIyAgwLV+lJeXV5tZN6QtUEpRXl5OdnY2AQEB6HTy15JoPKUU2eXZJBVXBZrCRNf32eXZ9e7nqTUSa/QnFiOxNgdxFaXEFufQsTgbI8mnP6nWAP7RNVpoTgk2fh3Oi0n4lFKUWew1+r2YySutan0pc7a4uL6v+neJuYm3jzz0rtaWkw8TQd4GgrxNtZ7zMurk/Vq4SOBpgIiICABX6BFnX0BAgOvnLER9rA4rqSWpJBUmkVRcFWyKnN+XWcvq3S9EYyQWPXEWC7FlxcRWlhJnsRJmt1Nv7wqjTx2tMzXCjU94u+xH43AoCiusbv1cqoNLdetLdQtMdZCxNOH2kU6rIdDLUKOFxURgjeASWONWUrC3kQAvY7tY3kC0HAk8DaDRaIiMjCQsLAyr1drS1Wl3DAaDtOwINyWWEpKLat+GOlFyot7bUDogxg6dzZXEWczEWm3EWq3EWq341XU7xCu4jttMNYKNZ2C7GMZdPfoot7TmKCP3EUh5NbYVlltowt0jPAzaWqGlrr4w1UHGz0NuH4lzSwJPI+h0OvlgFuIsUUqRVZ7lFmiSi5JILDxGTmVevft5ORxVQcZGnMXqCjUdrTZcPcA0WvCNgvBTQozr+w5g9D4n13m2nezA67x15Jz/xewKNHmlztaX3KpwU1jetD/S/Dz0BPvU6OfiZSTIpyq01Pj+5O0j+TgRrZu8QoUQzcahHOSU55BRlkF6aRppBUdJzDtIUnEySRVZlDvq/zAOtdmIs9roXBVonOHGRrjdjkZncoaW4Ji6+9D4RUFdc9+0QtVDqKtDijOwmF0T2VWHmNyqbfllDZv/pSatBvdWlxrBJdjHPdAEVW2XodSivZHAI4RoMqvdSmZ5JhmlGaQXHiMj/wjpxcfJKMsk3ZxPhq0MW31rOAE6pYix2oizWmu02tjobArE1y8aAqOdwcYv+mQHYf8Y5/w0rbj/jMXmIL/sZEjJKzWfNtCcbjbe+vh7GgiuCi7B3ibn9z4mQnxO/jvEx9mpN0BGHwkhgUcIUb9yazmZZZmkFyWTnruf9MJE0kvTyKjIId1STI4ynybOOOmUItxmJ9JmI9pmc46IMgYQ6xNFjF8shuoRTf7RzmDjG9nqRjfZHYrCqg66uVXhJb/6VlKNQFP9fFMmsfMwaAnxMTlDi3d1y0tVgHELMSYCpQOvEI3W4oEnLS2NRx55hO+//56Kigq6devG22+/zaBBgwBnc+/cuXNZvHgxBQUFDB06lFdffZVevXq5jmE2m5k9ezYff/wxFRUVjBs3jtdee40OHTq01GUJ0eoppSi2FJNedJz03H1VrTMpztYZSwEZtjIKONNcM2ByOIi02Ym024hSOiL1PkR5BBPpHUl0QGdCA7uh9+9Q1VITBYaWn89KKUWp2eZqYcmt6vdS3fKSWzUnTF6Njr6N7cir12qcHXVdrS7O74N9jIRUhZcgb2NVyJE+MEI0txb9P6ygoICRI0cyduxYvv/+e8LCwjh27BgBAQGuMgsXLuSFF15gyZIldOvWjXnz5jF+/HgOHTqEr69z0q6ZM2fyzTffsGzZMoKDg5k1axZXXHEF27Ztk07G4rzlUA7yyrJJz9lLRt5BV+tMekUOGdYS0h1myjVn/hT3cTiIstqIckCkzpMoYwCRXmFE+cYQGdiV4KB4NAFV/WZacCK9Sqvd7faR6/sarTI1O/Va7I2/jRToZXCGFm/3VpeTrTInA42fp17mgBGiFdGoFpzT/x//+AcbNmxg/fr1dT6vlCIqKoqZM2fyyCOPAM7WnPDwcBYsWMCMGTMoKioiNDSU999/nxtvvBGA9PR0YmJiWLFiBRMmTDhjPYqLi/H396eoqAg/P7+zd4FCNCOrzUxW7gEycvaSXnDU2TpTnkW6uYAMezkZ2LA24AM3yG4nyuYgUmMgyuBHpEcwUT5RRPl3JjK4B35BXZ23mzwCzukwbbtDuRZsdHXardHikntKX5jSJkxm523UuUJKcB23j04GGmenXr105BWiVWnM53eLtvD873//Y8KECdxwww2sW7eO6Oho7rnnHqZPnw5AUlISmZmZXHrppa59TCYTo0ePZuPGjcyYMYNt27ZhtVrdykRFRdG7d282btxYZ+Axm82YzWbXv4uLi5vxKoVoAqWoKM0kI2tXVetMEhmlaaRX5pFhLSZNWcjRKBz1BRCN8z9apQiz2523mnReRJkCiPIKJ8qvI5EBXYkMTcAjMA68Q85JmHE4FAXlFnJKzeSWWMgpraz6aia3xExOqZmcErOrs29j/xwz6rSuW0U1+8JUt8pU3z6qnujO0ygtwEKcL1o08CQmJvL666/z0EMP8dhjj7F582buv/9+TCYTU6ZMITMzE4Dw8HC3/cLDwzl+/DgAmZmZGI1GAgMDa5Wp3v9Uzz77LHPnzm2GKxKigRwOivOPkp61i/T8Q2QUJZNelkGGuYB0WxkZ2MivrzVBgyvQGB2KSAWRGmNV60wIUT5RRAZ0JiqoJ2FhvTD4RYO2+T7YlVIUllvJrQorJ0OLxRVeaoaYxgyp1mggyKt2p92gGreUQnxO3kryNcltJCFE3Vo08DgcDgYPHsz8+fMBGDBgAPv27eP1119nypQprnKnvoEppc74pna6Mo8++igPPfSQ69/FxcXExMQ09TKEqEVZK8nL3kt6zl7S84+QUZJCelkWGZZC0h0VZGgclNY3rFoHVC144O1QRKIjSudNpCnwZOtMYDzRYb0ICumJVm86+/VXiuJKW63A4v7VGWjyysxY7Y1rignyNhLqYyLEt+qrj4lQ39pfg7yN6GQ4tRDiLGjRwBMZGUlCQoLbtp49e/LFF18AJ9ewyszMJDIy0lUmOzvb1eoTERGBxWKhoKDArZUnOzubESNG1Hlek8mEyXT2PyTE+cNWnkd21m7ScveRUXCM9JITzqHa1mIyHGYytBosdX1Qa3ALNEEOqvrO+DpbZ3yjifSPIyqkJ5Hh/fDzDj9rLRbVizzWFV5qBZlSc6PXR/L3NFSFFSOhvh5VX0+Gl9AaIUYmtRNCnGstGnhGjhzJoUOH3LYdPnyYTp06ARAbG0tERAQrV65kwIABAFgsFtatW8eCBQsAGDRoEAaDgZUrVzJ58mQAMjIy2Lt3LwsXLjyHVyPaDYeDyuJUMjJ3kZF/gPTCZNJL08mozCPdVkqGspKt02CvK4hocU2Ip1WKUKUhSutBpNGfKM8wIv1iiAroQlRoLyLC+uJ1FkY1lVtsrv4wOaf0h3F9rQozjZ3gztdDX9USczKwnBpkqvvFmPTSH0YI0Xq1aOB58MEHGTFiBPPnz2fy5Mls3ryZxYsXs3jxYsB5K2vmzJnMnz+f+Ph44uPjmT9/Pl5eXtx8880A+Pv7M23aNGbNmkVwcDBBQUHMnj2bPn36cMkll7Tk5YnWymahJO8Q6dl7ycg/5JyHpiyTdEs+GbZy0jV28uubzqBG64xBKSKUjiidl/N2k3cEUX4diQrqRmRYX8KDu2HQNW0CvUrrqS0xtfvDVAeaMsuZ58qpyduocwUYV+uLW4A5GWg8DBJihBDtQ4sGniFDhvDVV1/x6KOP8vTTTxMbG8uiRYu45ZZbXGUefvhhKioquOeee1wTD/7000+uOXgAXnzxRfR6PZMnT3ZNPLhkyRKZg+c8pSqKyMvZR0bOPtILjpBRkkp6eTYZliLSHZVkaBQl9d1S0UNVqsFLKaIwuE2kFxUQS2RwD6LC+hLi3xGtpuG3Ziw2B7ml9d1Ocg80JY0cYu1h0J4MLTVaZE62zBgJ9fEgxFcmuBNCnJ9adB6e1kLm4WlDlMJWkklO9h7Sc/eRXphIRkka6ZW5zsn0lLP/jLkB6ywFOCBSa3L2n/EMJcqnA1GBcUSF9CIqrA9+nsFn7D9jtTvXTMo5ZUj1yRBT6QozRRWNW7XaqNO6tbjU1am3+qu3USejk4QQ5502Mw+PELXYbZgLEsnI2k16/mEyipKc/WfM+a7h2lk6bd39Z3Su/6BRilC0RGk9nf1nXKObuhIV2pvIkAS8jN71VqPSaic1v4LM4koyiyvJKqokq7jSrT9MbtV6So2h12rqvHVU11c/DxliLYQQZ4sEHnHOKYeD3NwDpKRvJiV3H6mFiaRWZJNuLSZd2citr/NrjdtNeqWIQO/sP+MRRJRXBJH+sUQFdyMqtDcRgV0x6Ay1z60UBeVWknMrySrOdgaaqjBT8/uC8oa3xui0GtekdnX1hQmtsd1fVq0WQogWIYFHNAuHcpBdmERq2u+kZO8hpegYqWWZHLcWk4qNiro+9Gu00Hgq53DtSL0P0Z6hRHpHERUQ6xyuHdaXEO8IdKdMpme22ckuNpNZXMnOtBxniCmqaqGpbqkpbvhwa6NeS4SfBxF+HoT7exDhV1cHX+fK1TJXjBBCtG4SeEST2R12skrSSMncSkrWLlILjnK8LJ1USxGpWDDXN2y7asmDSIeGjjovOnqGEOPbkeig7kSG9yUqrB8BnkGu2znVM/lW3146eKCSzOJjNQKNmaziykbdXgr2NhLu50GEv4fzq58HEf4mwqq/9/MgwMsgt5SEEKKdkMAjTsvmsJFRmkFqzh5SsnZyPP8wqaUnSDEXckKZsdaVB6qWPdApRbRdEaPzpKMpmE5+HYkJ7kHH8EFERw3GYPJxa5XJLKpkU2olmXuzyCw+TlZVi0xmceUfapWpDjYRfs5wE+ZnkjljhBDiPCOBR2B1WEkvTScl/wgpWTtJyT9ISskJUivzSHNUYquvkUPj7EvTwWano9aDjsZAOvrG0DGoGzHhA/AOGkiuzbsqzFSQWWRmb3oFmQcqySze0ehWmaDqVhk/k1vLTLi/tMoIIYQ4PQk85wmL3cKJ0hOkFh0nJXsPx/P2k1qcQkplLhmOCuqduk4DRocixmYjBgMdjQHE+EQR6tMFT6+eVBp7kmoLIqPY4uw7k1VJ5hFna02FdVuD6iatMkIIIZqbBJ52pNJWyYmSE6SUpJBSlOTsLFx4jNSKbDLs5ZxuwiUPh4MYm42ODg0xBn/CjeGY9B1waLqQq7pwwBxOaqmDrbmVZJeYa6x4nVX1qFuAl6Gqf4wHkdIqI4QQooVI4GljlFLkVuSSVJTkfBQnkViYSFJxEpllmafd18vhoKPVRozdQUe9D528Igjz6YzB0JUseyxbS4PZnqvj+9QSzLX6zOS7/Uun1RDm62yJcQWZGqGm+qssTSCEEKI1kMDTRqQWp/Jt0resSFxBcnFyveV8HA46Wq3OYKN0dPKOomNAF6KDE6g0xXPIFs72Il92ZJbx8fFisorNNfYudX3nZdTRLdyX2BBvt1tLkf7OYBPiY5Kh2EIIIdoMCTytWH5lPj8m/8i3id+yO2e3a7sWLR303sSaK4ktySPWaiXWaqWT1UZgeB/Ku0zkoP+FbC8PZ11WKQdTSji6tRSL3QHkVT1O6hjkRY8IX3pG+tEz0pceEX50DPKSCfKEEEK0GxJ4WplyazlrU9fyXdJ3bEzbiE05F5HUomGYRzgTC/MZl3kM76ol0BQa8oIGsj3wQpbaBvNrjhe5SWagsOpxko9JT48IX3pEOsNNjwg/ukf44mOSl4EQQoj2TT7pWgGbw8am9E2sSFrBqpRVVNgqXM8l6P2ZWFzE5bmphNqPO8ujZ6u+L19VDuRH2yBy0/1rHM2MRgOxwd70qGqtqW696RDoKZ2DhRBCnJck8LQQpRS7c3fzXeJ3/Jj8I/mVJzsFR+HBZSXFXF2US5w1BYAKZeR7Rz9+sA9hjWMAxTgXvvTz0DM00q+qxcaXHpF+dAv3wcsov1ohhBCimnwqnmNJRUl8l/gdK5JWkFqS6toeiIFxxSVcU1pIX7MFDVCsvPjSMYwf7UP4VfUhMjSEHhG+zKjR1ybS30NabYQQQogzkMBzjmzJ3ML/bf0/9uXtc23z1HtycceLmWiKYtiKJ6he2/szxnM0eCz2jhfSLTqI+yL9eCnMR4Z4CyGEEE0kgeccyCnP4Z6f76HSXoleo2dE9Agmxk5kTMwYvAxeUJxOwQ8vEujIp8IQwKRbH0HbcUhLV1sIIYRoNyTwnANfH/uaSnslHX078v6f3ifII8jtebNXONeYn+YN3UJ6WlPgvSvg2jeh1zUtU2EhhBCindG2dAXaO5vDxieHPgFgRr8ZtcIOwIGMEo7bg7hTNw/VbQLYKuGz22DDS6BOtyCEEEIIIRpCAk8z25S+icyyTAJMAUzoPKHOMrtPFAIQ3zESzZ8/hgvucj6x8kn45n6wW89RbYUQQoj2SQJPM/v88OcATIybiElnqrPMztRCAHpG+oFWB396Hi57DjRa2P4evH8tlJx+nSwhhBBC1E8CTzPKKM1g7Ym1ANzQ7YZ6y5VUOmdT/nRLKpuOVS37MOyvcNMyMPpA8npY1Af+dz/kHmnuagshhBDtjgSeZrQpYxMO5Vx1/J2977A6ZTWVtspa5e6/OJ4wXxN5ZRZu+u9vPPz5LgrLLdBtAkz7CToMAbsFti+F/wyBZbdA6uZzfTlCCCFEm6VRSnrFFhcX4+/vT1FREX5+fmftuAWVBdz5050cLjjs2uap92RU9CjGdxrPqA6j8DY4Z0wurrSy8IeDfPCbc2blEB8jT1yRwFX9otAApPzm7MR8+PuTJ4gZBiMfgG6XgVayqxBCiPNLYz6/JfDQfIEHwO6wszNnJz8f/5lVKavIKMtwPWfUGhkeNZxLOl3CmA5jCPAIYGtyPo9+uYcj2aUAjO4WyrxrehMT5OXcKecQbHwZdn0CjqrOzCHdYMR90PdG0NfdT0gIIYRobyTwNFJzBp6alFLsz9vPzyk/8/Pxn0kuTnY9p9PoGBwxmPEdx3Nh9Bi+3FzMK6uPYrE78DToeGh8N+4Y2Rm9rqolpzgDfn8Dtr4D5mLnNp8IGHY3DLoDPAOa7TqEEEKI1kACTyOdq8BTk1KKY4XHXOHnUMEh13MaNPQL7ceA4ItYvyuCHYnOkNMryo+pI2MZ0TWYCL+qNbQqi519eza9BiXpzgMYfWHQbc6Oz/4dzsn1CCGEEOeaBJ5GaonAc6rU4lRWpaxiZcpKdufsdnsuwqMrWRnxlBZ0w2EOA3SE+BhJiPInIdKPXlF+9Ar3oHPGD2g3vgw5B07uHNIdOg2HTiOh43AIiDm3FyaEEEI0Ewk8jdQaAk9NWWVZrEpZxaqUVWzN2uoa6QWgUQZsFZHYK6OxV0bjqIx2hSAvo46eEb5c7bOPCYWfEp6/pfbB/TtWBaAR0HEEhMSDrLYuhBCiDZLA00itLfDUlF+Zz9rUtaw8vpLtWdspt5XXKqNRBuzmSGwVUTgqqoKQOZwAyhmqO8x4n2MM0RwixnwYrbK77+wV4t4CFNHHOfmhEEII0cpJ4Gmk1hx4anIoB8eLj7M/b7/rcSD/AGXWslplNUqPskRiKY/CUdUa5FHpzwBtEhdoDzLKeITe6jBGZXHf0egLHYc6w0+nkRA9UEZ+CSGEaJUk8DRSWwk8dXEoB6klqe4hKO8AJdaSWmU16NBYI6ksdYYgbWU4PS0VDNccYYj2IEN0h/Clwn0nnQk6DK4KQCMg5gIw+Z6jqxNCCCHqJ4Gnkdpy4KmLUooTJSfYl7/PFYD25+2n2FJcq6wGHTpbJJWlkdgrIokx6xhhzWWY5ggXaA8SqnHfR2l0aCL6QOwo6HyR83aYBCAhhBAtQAJPI7W3wFMXpRRppWlut8L25+2n0FxYq6wGLTpbJBWlEQRU+tLXUsFYazoXcpgYbY77cTU6iBqIJu4iiL0IYoaCwfMcXZUQQojzWZsJPE899RRz58512xYeHk5mpnNlcKUUc+fOZfHixRQUFDB06FBeffVVevXq5SpvNpuZPXs2H3/8MRUVFYwbN47XXnuNDh0aPv/M+RB46qKUIqMs4+TtsHxna1B+ZX4dpTVorBHoyoKINcNwSwFXW4/RTeMegBxaA/aoIRi6jnYGoOjBoDeemwsSQghxXmlTgefzzz/n559/dm3T6XSEhoYCsGDBAp555hmWLFlCt27dmDdvHr/88guHDh3C19d5G+Wvf/0r33zzDUuWLCE4OJhZs2aRn5/Ptm3b0OkaNtrofA08dVFKkVWexb68fa5bYfvz9pNXmVdHYQ06SxDhZhN9zOVcak1npCUP7xovKavWg4qIIXh2H4uhy2iI7A86/bm7ICGEEO1Wmwo8y5cvZ+fOnbWeU0oRFRXFzJkzeeSRRwBna054eDgLFixgxowZFBUVERoayvvvv8+NN94IQHp6OjExMaxYsYIJEyY0qB4SeE5PKUV2ebbrNlj1I6cip47C4G31oqtZMcKSzxBLMT3NFnyqXmaVWi8KQodg7DqGoN7j0IT3kYVPhRBCNEljPr9b/E/tI0eOEBUVhclkYujQocyfP5+4uDiSkpLIzMzk0ksvdZU1mUyMHj2ajRs3MmPGDLZt24bVanUrExUVRe/evdm4cWO9gcdsNmM2m13/Li6u3ZlXnKTRaAj3DifcO5wxMWNc23PKcziQf4B9eftcISi7PJsyYzm7jLALT17H2Z8nxKKjn6Wc/uZyehb9Rs9Nv6DZMJdSrS8ZgYNRnS8iov+l+HXoJRMhCiGEOOtaNPAMHTqU9957j27dupGVlcW8efMYMWIE+/btc/XjCQ8Pd9snPDyc48ePA5CZmYnRaCQwMLBWmer96/Lss8/W6jskGi/UK5RQr1Au6nCRa1tuRa7brbD9+fvJLMsk12hnldHEKp+Tc/pEW230NptJsGyl576NhO/4F3kOf4549acgdDCG6H4Exw0gNiqMAC/pBySEEKLpWjTwXH755a7v+/Tpw/Dhw+nSpQtLly5l2LBhgLN1oSalVK1tpzpTmUcffZSHHnrI9e/i4mJiYmSNqbMhxDOEUR1GMarDKNe2/Mp8txB0IP8AaaVppBn0pBn0/Ii3q2y01UaCZQ/xRduIzbVh2mIj3RLMZm0suT7dMYf2wdShPx06dKRrmA+R/h5nfD0IIYQQLX5LqyZvb2/69OnDkSNHuOaaawBnK05kZKSrTHZ2tqvVJyIiAovFQkFBgVsrT3Z2NiNGjKj3PCaTCZNJZg8+V4I8ghgZPZKR0SNd2worC9mf7z5Z4onSE64QtNLby+0YEbZkOluP0LloOZ1zrRRt9mS9OZocRxcK/BJwhPclJCqWLmG+dA3zplOwNwad9A0SQgjh1KoCj9ls5sCBA4waNYrY2FgiIiJYuXIlAwYMAMBisbBu3ToWLFgAwKBBgzAYDKxcuZLJkycDkJGRwd69e1m4cGGLXYc4swCPAEZEjWBE1MlgWmQu4kD+AQ7kHeBY4TGSi5NJLkqkyFJCpl5Ppl7Pb25T/OTj4cilo3UDnYuseOZq2WsO4jdLB7Kt3Sj17YtXeFfiwvzoGuZD1zAfuoT64G1qVS97IYQQ50CLjtKaPXs2V155JR07diQ7O5t58+axbt069uzZQ6dOnViwYAHPPvss7777LvHx8cyfP5+1a9fWGpb+7bffsmTJEoKCgpg9ezZ5eXkyLL0dKagsqAo/ySQVJ5FccJTkgiOklmdjw1HvfiE2Ox2tdvwtXihzCMXmjpww96TSsw9x4QHEh/nSNcyH+HAfuob6EOgt/YSEEKItaTOjtE6cOMFNN91Ebm4uoaGhDBs2jN9++41OnToB8PDDD1NRUcE999zjmnjwp59+coUdgBdffBG9Xs/kyZNdEw8uWbKkwWFHtH6BHoEEegQyIGyA23abw0ZaaRrJRckkFxwhKXunMwxV5JCnLOTqdeTqdeBpAzKrHpvxdjgotug4kOzDnkPh5JvjOGHugY8xhvgwf2cICvMlvqpVKNTXJP2EhBCijZOlJZAWnvaoxFJCcsFREtM2kZS1k8TCRJLMeaRixV5PeNErCLQYMFoCqDRHkmPuSoU5Gm9tJPGhQc4QFO5DlzAf4sN8iPL3RKuVICSEEC2lzUw82FpI4Dl/WKyVpKRtIjF1PUk5+0gsSSHJWkSSTkNlPRMgahR42UxozcGUmjtQYemAwxyGSUXQJTic+LCTISg+3JeYQE/00mFaCCGanQSeRpLAc55TCkdRKhnH15GYtpmkvAMklmeQhIVEg4HC09we1dtMOMyhVFqicJjDcFjC0NnCiQ2Mpnu4H90jfOkW7kv3cF86BEqLkBBCnE0SeBpJAo+oU2kOZO4i/8RmEjO2klR4jERrIUkGA4lGAxn603SBcxiwm8NwWEJdQchgjyA+qDPdwwPoHuFLfFUQCveTPkJCCNEUEngaSQKPaLDKIsjcAxm7KU/fTlL2LpLK0kg06J1ByGAgxaDHVk+AUUqLwxJ8MgiZw/Akkm5BcfQID3VrEZJRY0IIcXoSeBpJAo/4QyzlkL0fMnZBxi6sGTs5kX+YRB2uEJRodAai8tMslOqw+le1BjnDkJ8umq6BXUgIi6JHpDMIxYf74iPzCAkhBCCBp9Ek8Iizzm6FnIOQsdsVhFTmHrIclSQaDCQZ9c4gVHV7LP80/YSUzQuHJRR7VRAKNHQgPrALvcM60yPSj27hvnQJ9cHDIFMxCCHOLxJ4GkkCjzgnHHbIT3QFIDJ2QeZuqCigSKslyaB3BaBEg4FEkyfpWlD1dO9RDr2rNUhZQgkxdaRLQBx9w7uSEBlEt3BfOgd7yYgxIUS7JYGnkSTwiBajFBSlVoUfZ98gMndDcRoAlRoNxw01WoM8vTlq9CRFa8NG3f/rKqVBWYNwmMPAGk6oRwxx/nH0DY+nb2QE3SN8iQ6QEWNCiLZPAk8jSeARrU5ZHmSeEoJyj0BVyLEDaXpnEDrm6c0xn2CO6A0cV5VUYKn3sA6rLw5LGFpbOKEeHeniH0ufsHgGRneiR4SfzCothGhTmj3wpKamotFo6NChAwCbN2/mo48+IiEhgbvuuqtptW5BEnhEm2Apg6x9zvBTHYKy9oPd7CqigFydlkSTJ4mB0RzyDOCwBpLtZZSoknoPreweOCyh6O0RhJpi6BLQhQER8Qzv1I0eEQHSP0gI0So1e+AZNWoUd911F7feeiuZmZl0796dXr16cfjwYe6//36efPLJJle+JUjgEW2W3eps+akZgjJ3O4fPn6JEoyEppDPHAjpwwOjFAYedJEshRY4cqO/2mEOHsoTgqYki0rMT8UFdGBjZjdGxCXQI8JfWICFEi2r2wBMYGMhvv/1G9+7defnll/nkk0/YsGEDP/30E3fffTeJiYlNrnxLkMAj2hWloDDllBC0x9Uv6FQWnwiOh3fjqF8EuzUG9loqSa7MociWjtLUfXtMKQ0aeyC+2miivDvRPagrQ6K7c2GnXoR4BTbn1QkhhEuzr5ZutVoxmUwA/Pzzz1x11VUA9OjRg4yMjKYcUghxtmg0ENjJ+eh55cntZbnuIShjN+QdxViaSXxpJvHA5dVlTX44InqTFtKVfaZAtlhhb3kRJ8pTKbGngbYc9PmUkM+hij0cSoP/pQGbQevwxV8fTQfvziSEdGVIdA/6RXQn3CtcWoSEEC2mSS08Q4cOZezYsUycOJFLL72U3377jX79+vHbb79x/fXXc+LEieaoa7ORFh5x3jKXnpw0sToEZe8Hex0tOzojhPVEhfchK6grvylPfiuzcLAolcyKFMpUOugL6z2VVpkINHSgo29neoXGMzCyO10C44jxjcGgNTTfNQoh2q1mv6W1du1arr32WoqLi7ntttt45513AHjsscc4ePAgX375ZdNq3kIk8AhRg90KOYdO3grLqPpqrt0vCDQQ3AUi+qIi+pLi2Zk1lXq25mdytCCR7MoUKjUZaI15aDSOOk+nQUeQMYrOfrH0Doune1AX4gLiiPWLxcvg1bzXKoRo05o18CilSElJITAwELvdTmDgyfv1ycnJeHl5ERYW1rSatxAJPEKcgVJQkFzjltge5/cl9dzC9o2CyL4Q0YeK4F4c0HRkXX4Zu7KOkFiURJ45FWXIQmvKQaOtfxh9oDGcrgFd6B3ana6BXekS0IU4/zg89Z7Nc51CiDalWQOPw+HAw8ODffv2ER8f/4cq2lpI4BGiiapWlHfrHJ13jDpHfXn4Q0RfiOiLI6IPaR5d2VkRytaMVPZmHyW5OIlSRzpaYzZaUzZafVk9J9UQ5hlFj6B4ugfF0yWgC10DuhLrH4tRJwuuCnE+afZbWr169eLtt99m2LBhTa5kayKBR4izyFzinC8oY/fJMJR9ABzW2mV1JghPcAahyL4UBySw3x7D3hwru9LT2Z9zhLTyJJQhE60py/moJwhp0RLtE0O3oK7EBzqDUHxAPB39OkofISHaqWYPPN999x3PPfccr7/+Or17925yRVsLCTxCNDObBXIPuY8Qy9wDljomQ9RoIbirKwTZwvqQaOjCvgId+9OL2Z2RxuH8I5SqE86WIFMWOlMmGl1lnafWa/R08utE18CudA1wProEdCHGNwa9VlaeF6ItOyfz8JSXl2Oz2TAajXh6ut9Pz8/Pb+whW5QEHiFagMMBBUkn+wNVh6HSrLrL+8dA9CDoMBgVPYgcnx7sz7VxIKOE/elF7MtKJaU0CY3J2RqkMzrDkEZnrvNwRq2RWP9YZ0tQYDxd/J23xqJ9o9FqZMFVIdqCZg88S5cuPe3zt912W2MP2aIk8AjRipRknZwxujoE5dcxmalG57wdFj0YOgyG6MFUBnThcHYZBzKKOZBRwt70QvZlpWDRZqA1ZaIzZblahTTaOm6xAZ56T2L9Y+ka0JWeQT3pFdKL7oHdZcSYEK2QLB7aSBJ4hGjlKoudcwWlbYUTVY/SzNrlTH4QNcAVgOgwGJtnCEdzStmdWsSuE4XsPlHEwcxCbNr8qtthWa7+QTpTDmhstQ6r1WiJ84+jV3AveoX0oldwL7oHdcekM52DixdC1OecBJ5jx47x7rvvcuzYMV566SXCwsL44YcfiImJoVevXk2qeEuRwCNEG6OUc6mME1urQtA2yNgJ1vLaZf07QswQiBkKMRdAeG8qHVoOZpaw+0Qhu1KL2H2ikKM5pShlR2PMrwpBmeg80jF5p2HX1p6DSK/R0zWwK72Ce5EQnECvkF50C+iGQScdpIU4V5o98Kxbt47LL7+ckSNH8ssvv3DgwAHi4uJYuHAhmzdv5vPPP29y5VuCBB4h2gG7zTlLdHUAStvqnEDx1CHyBi9nX6CYC5whqMMQ8Aqi1Gxjb1oRu1IL2ZlayPaUArKKnf1/NPpitB4n0HmkYfJOR+95Apumdodrg9ZAt8Bubi1BcQFxMkpMiGbS7IFn+PDh3HDDDTz00EP4+vqya9cu4uLi2LJlC9dccw1paXUvUthaSeARop2qLIb07ZC6BVJ/hxOb61xJnpBuJwNQzFAIjgetloyiCnakFLIjpYAdKYXsTivCYnMACo2+CJ3nCbQeJ/D1y0QZU7FSe8i8SWeie1B3ZwiqesT6x6LT6pr/+oVo55o98Pj4+LBnzx5iY2PdAk9ycjI9evSgsrLu4aGtlQQeIc4TDgfkHnaGn9TNzq95R2qX8wioCkBVISh6EBi9sdgcHMwsPhmCUgs5nld9G02hMeSj80jDwzsNH/9MLLoUrKqi1uF9DD70De1L/9D+9AvrR9+QvvgYfZr10oVoj5p9tfSAgAAyMjKIjY11275jxw6io6ObckghhGh+Wi2E9XA+BlWNJi3LgxNbToagtG1QWQhHfnI+wDkiLKI3xpih9I0ZSt+EC7hteH/QaMgrNbMztdAZglIL2JkSRmlJ36o+1Q40xjx0HmkEBmbi4ZNBmTpOqbWUjekb2Zi+0Xl4NMQHxtMvtB/9w/rTP7Q/Mb4xsrq8EGdRk1p4Hn74YTZt2sRnn31Gt27d2L59O1lZWUyZMoUpU6YwZ86c5qhrs5EWHiGEi93qnBuougUodTMUn6hdzjfS/TZYRF/QG7E7FEezS123wbanFHAku7TmCdCasvD2SyUwKAObIYkSe+25h4I8gtwCUEJwAh56j+a7biHaoGa/pWW1Wrn99ttZtmwZSin0ej12u52bb76ZJUuWoNO1rXvTEniEEKdVdKIqAFWFoMzd4Dhl+Lrewzkk3tUZ+gLwCXXuXm5le2oB248XsO14ATtTCym32F27avTF6D1TCA3JwOCdSpEjCbtynydIr9WTEJRAv7B+9A/tT/+w/oR5ta2FmoU4287ZPDzHjh1jx44dOBwOBgwY0GYXE5XAI4RoFEs5pO9w7wtUUccM80FxJ4fDxwyF0B6g1WGzOziYWcL2lAK2JjtDUFphjb4+GhtajzT8A5yPCt0xyu2FtQ7fwacDg8IHMThiMIPCB9HBp4PcBhPnlWYPPGvXrmXMmDFNrV+rI4FHCPGHKOVcJT7195MhKOdA7XImP+ekiNUhKHoweDjfczKLKtme4gw/244XsC+9CKu9+u1ZoTEUYPJJITQ4A41nCoW24ygcbocP9wpnUPggVwiK9YuVACTatWYPPB4eHkRHR3PHHXdw++2306FDhyZXtjWQwCOEOOsqCpzzAVWHoBNbwXrqsHUNhPeq0RfoAgiMBY2GSqud3SeKXAFoe0oB+WWWk7tqK9F5HicoOBWT73FKHEk4cL/NFuQRdDIAhQ8mPjBe1gkT7UqzB578/Hw++OADlixZwu7duxk3bhzTpk3jmmuuwWg0NrniLUUCjxCi2VVPjFjzNljh8drlvEPdb4NF9geDB0opknLLXOFn2/ECDmfV6AytsaDzTMHL7zg+ASlUaJKwY3E7tJ/Rj4HhAxkc7rwF1iOoh6wYL9q0c7qW1s6dO3nnnXf4+OOPcTgc3HLLLUybNo1+/fo16jjPPvssjz32GA888ACLFi0CQCnF3LlzWbx4MQUFBQwdOpRXX33VbekKs9nM7Nmz+fjjj6moqGDcuHG89tprjWp1ksAjhGgRJZnuASh9JzhOWdRUZ3LOBh07CjqPct4S0zvX8Coqt7KjqjP01lM7Q2ts6DxOoPdOIiAwFYshEZtynyPNS+/FgLABDI4YzNCIoSQEJ8iEiKJNOeeLh6anp7N48WKee+459Ho9lZWVDB8+nDfeeKNB62pt2bKFyZMn4+fnx9ixY12BZ8GCBTzzzDMsWbKEbt26MW/ePH755RcOHTqEr68vAH/961/55ptvWLJkCcHBwcyaNYv8/Hy2bdvW4NFiEniEEK2CtdK5JljNEFSW415G7+ls/Ym9yPmIGgBV63fV7AxdfSvsREF1Z2g7Wo90PH2TCQw+QYXuKBaH+y02X4MvgyIGMTRiKKM6jKKTX6fmv2Yh/oBzEnisVitff/0177zzDitXrmTw4MFMmzaNm266ifz8fB555BF27tzJ/v37T3uc0tJSBg4cyGuvvca8efPo378/ixYtQilFVFQUM2fO5JFHHgGcrTnh4eEsWLCAGTNmUFRURGhoKO+//z433ngj4AxfMTExrFixggkTJjToWiTwCCFaJaUg7ygk/QLJ6yFpPZTnupcxeEOn4c7Wn9hRENEPdCdvU50oKGfj0TzWH81lw9HcGv2AHGhNmQQEpRAQlEIxhzCfEoAu6nARt/e6ncHhg6Xzs2iVmj3w3HfffXz88ccA/OUvf+HOO++kd+/ebmVSUlLo3LkzDoejrkO43HbbbQQFBfHiiy8yZswYV+BJTEykS5cubN++nQEDBrjKX3311QQEBLB06VJWr17NuHHjyM/PJzAw0FWmX79+XHPNNcydO7dB1yOBRwjRJigFOQedwSf5F0j+1dk5uiaTH3Qa4Wz9iRsDYQlQFVYcDsWBzGI2HM1l/ZFcNiflY7ZVv0c70HqkERF+Ai//Y2Rb96GqFl5NCE7gtoTbGN95vCyEKlqVZl9aYv/+/bzyyitMmjSp3k7KUVFRrFmz5rTHWbZsGdu3b2fLli21nsvMzAQgPDzcbXt4eDjHjx93lTEajW5hp7pM9f51MZvNmM1m17+Li4tPW08hhGgVNBoI6+l8DL3LuTZY9r6qALQekjeAuQgO/+B8APhEOINPl4vRxo2hV1Q4vaL8ueuiLlRa7Ww/XsCvR3P59Wgue9K0pB+PAYajMebgFbIBnf829uft55H1j7Bo+yJu6XkLk+Inydpfos1pUuBZtWrVmQ+s1zN69Oh6n09NTeWBBx7gp59+wsOj/unST21GVUqdsWn1TGWeffbZBrf+CCFEq6XVQkQf52P4PeCwQ8YuZ8tP4lo4vhFKM2H3MucDIKwXdBkLXcbi0XEEI7qGMKJrCA8DheUW1h/JZe2hHNYdNpGbfg2arEswBP6GIXATGWUZ/Hvrv/nPjte5odv13NbrVsK9w09XQyFajT/UaXn//v2kpKRgsbgPfbzqqqvOuO/y5cu59tpr3ToW2+12NBoNWq2WQ4cO0bVr12a5pVVXC09MTIzc0hJCtC/WSmfH52OrIXGNMwzVpDNBx2FVAehiCO/jDFE4b3/tzyhm3eEc1h7KZntqDlrf7RiC1qMzOTtSa5SB4cHXM2vo3XQLCzrXVydE8/fhSUxM5Nprr2XPnj1oNBqqD1HdqmK320+3OwAlJSWuW1PV7rjjDnr06MEjjzxCr169iIqK4sEHH+Thhx8GwGKxEBYWVqvT8gcffMDkyZMByMjIoEOHDtJpWQghTlWW62z5SVwDx9bWXhTVKwTiRjvDT9xY8I92PVVUbuXXo7msOZjJmtRfKPdaid7L+R7usAYQUH4d4zuPZ2yPcIbGBuFhkOHtovk1e+C58sor0el0/Pe//yUuLo7NmzeTl5fHrFmz+Pe//82oUaOaVPGanZbBOSz92Wef5d133yU+Pp758+ezdu3aWsPSv/32W5YsWUJQUBCzZ88mLy9PhqULIcTpVI8AO7Yajq1x9gGylLqXCel2Mvx0vhBMPlW7KvalF/HOzq9Zk/M2No2z47StLA5z1pUYHdFc2DWU8QlhXNwjnFBf07m+OnGeaPbAExISwurVq+nbty/+/v5s3ryZ7t27s3r1ambNmsWOHTuaVPFTA0/1xINvvvmm28SDNUeEVVZW8ve//52PPvrIbeLBmJiYBp9XAo8Q4rxnt8KJLc7wk7gG0raBqjHKVmd0Dn3vfrnz4e+c3LXCVsEbO9/ivf1LsCkLKA2WgqGYc8eD3RuNBvrHBHBJz3DGJ4QTH+YjQ9zFWdPsgScwMJBt27YRFxdHly5deOuttxg7dizHjh2jT58+lJeXN7nyLUECjxBCnKKiwDn6K3GNsxWoINn9+Yi+0P1P0P0yiOxPelWH5pXHVwJg0vrgV3YDicnd3XbrGOTFJT3DuSQhjCGdgzDoZG0v0XTNHnhGjRrFrFmzuOaaa7j55pspKCjg8ccfZ/HixWzbto29e/c2ufItQQKPEEKcQe4ROLQCDn3v7Ahds/XHN8oZfLr/ic2enjy3/QWOFBwB4Jq4G4k33MSaA3lsOJaHxXZyPz8PPWN7hHFJz3BGdw/Fz0Pm+BGN0+yB58cff6SsrIzrrruOxMRErrjiCg4ePEhwcDCffPIJF198cZMr3xIk8AghRCOU5cKRn5wB6Ohq91XgDd7Y4sbwRoAvb2ZvBGBg2ED+b8z/4akNYP2RXH4+kMXqg9luq7/rtRqGxQVzSc8wxvUMJybI61xflWiDzvlaWoBraHhbvDcrgUcIIZrIWumc96e69ack3fXUGi9PHgsLo1SjCDMF8X8Xv0T/sP4A2B2KHSkFrDyQxaoD2RzNdu8w3SPClz/1ieTmoR0J8ZFOz6JuLRJ42jIJPEIIcRYo5Zzr5/APzgCUsYskg54Hw0I4ZjSiR8OjQ/7B5ISba+2alFvGqgNZrNyfxZbkfBxVn0w+Jj1zrkzg+kEd2uQf1KJ5NUvgue666xpcgS+//LLBZVsDCTxCCNEMik7A4R8oO/AtT5TuYaW38zbV0uHPMLBb/RPUFpRZWH0wmyUbk9mTVgTAhF7hzL+2D8HS2iNqaMznd4O7x/v7+zf4IYQQQuDfAYbcifeU5fzfuNcYbnZOSntwxQOw4wNni1AdAr2NTBrUgeX3juSRy3pg0Gn4cV8WExb9wqoDWefyCkQ70qy3tDZs2MDgwYMxmVp3IpcWHiGEaH7/+uVRPk36lrsLiri3sAj63QxXvAiG+tdTBNiXXsRDn+ziUFYJAHdeGMvDl/XAqJch7ee7ZmnhaYrLL7+ctLS05jyFEEKINiLQ17lURUHHC0CjhV0fwbuXQ9HpPyd6Rfnz9d9GMnVkLABv/ZrEDW9uIjW/bc35JlpWswYe6Q8thBCimq/RuSRQSUgXuPUr8AyE9O2weAyk/H7afT0MOp68MoHFtw7Cz0PPrtRCJr68nh/3ZZ6Dmov2QNoDhRBCnBNmuxkAD70HxI2B6WsgrBeUZcOSibBtyRmPcWmvCFY8MIr+MQEUV9qY8f42nvrfPsy2My9aLc5vEniEEEKcE5W2SgA89Z7ODUGxMO0n6HkVOKzwzQPw7UNgt532OB0Cvfh0xnCmj3Le4lqyMZnrX9/EiQK5xSXqJ4FHCCHEOVFpdwYeD12NTsomH5j8Hlz8OKCBrW/Dp7eCteK0xzLqtfxzYgJv3zaYAC8De9KKmPzGJpJyy067nzh/NWvgkUmihBBCVCsyO+fUMelPGbmr0cBFf4cbPwCdyTlp4QfXQ2XRGY85rmc4390/ii6h3qQXVTL5zU0cqRrNJURN0mlZCCFEsyu3lrMmZQ0AvYN7112o5xVw65dg9IXjvzr79ZRmn/HY0QGefDJjOD0ifMkpMXPj4t/Yl37msCTOL00OPDabjZ9//pk333yTkhJnmk5PT6e09OR6KCUlJcTFxf3xWgohhGjTvk38lhJrCR19OzIyemT9BTtfCHd8B96hkLkH3pkABcfPePwQHxPL7hpG3w7+5JdZuGnxb+xMLTx7FyDavCYFnuPHj9OnTx+uvvpq7r33XnJycgBYuHAhs2fPPqsVFEII0bYppfjowEcA3NTjJrSaM3z0RPaDqT9CQEfIT3TO1VOWd8bzBHgZ+eDOoQzs6BzBdetbv1NcaT0blyDagSYFngceeIDBgwdTUFCAp6ena/u1117LqlWrzlrlhBBCtH1rU9dyrOgYXnovru56dcN2Cu4CU38Cn3AoTnMuSNoAaQUVZBU7h78b9FqkJ6mopm/KTr/++isbNmzAaDS6be/UqZPMrCyEEMKlzFrG/M3zAbixx42uyQcbxC8SogbC4e/Bbjlj8dUHs7jvox2UWezEhnjzzu1D8PUwNLXqop1pUuBxOBzY7bUneTpx4gS+vo14MQshhGjXFm1bRGZZJh18OvDXfn9t/AGqg86pI7tqUErxzoZknvluPw4Fw+OCef0vAwnwMta7jzj/NOmW1vjx41m0aJHr3xqNhtLSUubMmcOf/vSns1U3IYQQbdiO7B18cugTAOaMmHNywsHGsDlvT6Gve4FRi83BY1/t4V/fOsPOn4fE8N60CyTsiFqa1MLz4osvMnbsWBISEqisrOTmm2/myJEjhISE8PHHH5/tOgohhGhj7A47z/z2DArFtV2vZVjksKYdyFY1AWEdgSenxMxfP9jG1uMFaDTw2OU9uXNUrMwBJ+rUpMATFRXFzp07WbZsGdu2bcPhcDBt2jRuueUWt07MQgghzk//O/Y/DhUcwtfgy4ODHmz6gapbeAzugWdvWhF3vbeV9KJKfD30vPznAYztEfYHaizauyYFHgBPT0/uuOMO7rjjjrNZHyGEEG1cubWcV3a8AsBdfe8i0COw6QerXmKixu2wb3al8/fPd1FpdRAX4s1/bxtMl1CfP1JlcR5oUh+eZ599lnfeeafW9nfeeYcFCxb84UoJIYRou5buW0pORQ7RPtHc3PPmph9IKagsdH5v8MRqd/DsigPc9/EOKq0OxnQP5at7R0rYEQ3SpMDz5ptv0qNHj1rbe/XqxRtvvPGHKyWEEKJtOl58nLf3vg3Ag4MexKj7A52Hcw9DeR7oTGSYOvLnxb/x5i+JAMwYHcfbtw3B31OGnYuGadItrczMTCIjI2ttDw0NJSMj4w9XSgghRNvjUA7mbJyD2W5meORwLu106R87YOI6AApCBvKnV7dSUG7F10PP89f347LeEWehxuJ80qQWnpiYGDZs2FBr+4YNG4iKivrDlRJCCNH2fHroU7ZlbcNT78mcEXP+8GgpR+JaAP57IoaCciu9o/347r5REnZEkzSphefOO+9k5syZWK1WLr74YgBWrVrFww8/zKxZs85qBYUQQrR+6aXpvLjtRQAeGPgA0T7Rf+h4BXt/wvvQTxiBDY7e3DqsE/+c2BMPg+4s1Facj5oUeB5++GHy8/O55557sFics2B6eHjwyCOP8Oijj57VCgohhGjdlFI8velpym3lDAgbwE09bvpDx9uz8Xu6/nQbRqz8rIZw543Xc2X/PxaghNAopVRjdrDb7fz666/06dMHo9HIgQMH8PT0JD4+HpOp/qm/W7Pi4mL8/f0pKirCz8+vpasjhBBtytdHv+bxDY9j1Br5/KrPifWPbdJx7A7FZ19/xcSd9+CrqWCLfiDBd35OXETwWa6xaC8a8/nd6BYenU7HhAkTOHDgALGxsQwZMqTJFRVCCNG25VbksnDLQgDu6X9Pk8NOTomZRe9/zsNZs/HVVHDMeyB97v0GDy8Zci7OjiZ1Wu7Tpw+JiYlnuy5CCCHamBe2vkCxpZieQT25rddtTTrG74l53PfSh8zKehh/TTm5QQPocr+EHXF2NSnwPPPMM8yePZtvv/2WjIwMiouL3R5CCCHav62ZW/km8Rs0aHhy+JPotY27aeBwKF5dc5TH3vqSV6xzCNKUUhnWn5C7/gcmCTvi7GpSp+XLLrsMgKuuuspt2KFSCo1Gg91uPzu1E0II0SpZHVae+f0ZACZ1m0TvkN6N2j+/zMJDn+4k8fBePjU+Q6imGEd4HzxuXw4e0pdSnH1NauFZs2aN67F69WrXo/rfDfX666/Tt29f/Pz88PPzY/jw4Xz//feu55VSPPXUU0RFReHp6cmYMWPYt2+f2zHMZjP33XcfISEheHt7c9VVV3HixImmXJYQQogGWnZwGUcLj+Jv8ueBAQ80at9tx/OZ+PJ6cg5v4TPj00RoClChPdFOWQ6ef2DdLSFOo0ktPKNHjz4rJ+/QoQPPPfccXbt2BWDp0qVcffXV7Nixg169erFw4UJeeOEFlixZQrdu3Zg3bx7jx4/n0KFD+Pr6AjBz5ky++eYbli1bRnBwMLNmzeKKK65g27Zt6HQyX4MQQpxt6aXpvLrzVQBmDpxJgEdAg/ZTSvHW+iQW/HCQi9jGq6b/4EklhPZEM+Vr8A5pxlqL812jh6VXKyws5O233+bAgQNoNBoSEhKYOnUq/v7+f6hCQUFBPP/880ydOpWoqChmzpzJI488Ajhbc8LDw1mwYAEzZsygqKiI0NBQ3n//fW688UYA0tPTiYmJYcWKFUyYMKFB55Rh6UII0TBl1jJu/f5WjhQcoW9IX97/0/toNWe+WVBUbmXWZ7v4+UAWU3Q/8pThfbQ4IG4MTH4PPP7YZ4c4PzXm87tJt7S2bt1Kly5dePHFF8nPzyc3N5cXXniBLl26sH379iZV2m63s2zZMsrKyhg+fDhJSUlkZmZy6aUn12IxmUyMHj2ajRs3ArBt2zasVqtbmaioKHr37u0qUxez2SwdrYUQopEcysE/1v+DIwVHCPYI5v/G/F+Dws6hzBImvrKedQfSeNrwHk8bljrDzoBb4ZbPJeyIc6JJt7QefPBBrrrqKv773/+i1zsPYbPZXEtO/PLLLw0+1p49exg+fDiVlZX4+Pjw1VdfkZCQ4Aos4eHhbuXDw8M5fvw44FzE1Gg0EhgYWKtMZmZmved89tlnmTt3boPrKIQQ5zulFC9sfYG1qWsxao28dPFLRHifeU0rh0Mx/b2teBUe5n9eb9HTccT5xLg5cOGD8AfX2xKioZoUeLZu3eoWdgD0ej0PP/wwgwcPbtSxunfvzs6dOyksLOSLL77gtttuY926da7nT118rnok2Omcqcyjjz7KQw895Pp3cXExMTExjaq3EEKcL5RSvLLjFZbuXwrAUyOeol9ovwbtu/NYGjcXv8004woMDjt4BMA1r0GPic1YYyFqa9ItLT8/P1JSUmptT01NdXUmbiij0UjXrl0ZPHgwzz77LP369eOll14iIsL5l8OpLTXZ2dmuVp+IiAgsFgsFBQX1lqmLyWRyjQyrfgghhKhNKcV/dv6H/+75LwCPDHmEK7tc2bCdD/9I3GfjuFv/DQaNHXpcAX/dKGFHtIgmBZ4bb7yRadOm8cknn5CamsqJEydYtmwZd955Jzfd9McWjVNKYTabiY2NJSIigpUrV7qes1gsrFu3jhEjRgAwaNAgDAaDW5mMjAz27t3rKiOEEKJplFK8uvNVFu9eDDjDzl8S/nLmHYvS4JO/wEeTCbBkckKFsG3E6/DnD8FfFgEVLaPBt7R2795N79690Wq1/Pvf/0aj0TBlyhRsNhsABoOBv/71rzz33HMNPvljjz3G5ZdfTkxMDCUlJSxbtoy1a9fyww8/oNFomDlzJvPnzyc+Pp74+Hjmz5+Pl5cXN998MwD+/v5MmzaNWbNmERwcTFBQELNnz6ZPnz5ccskljfxRCCGEqOmtPW/x5u43AXh4yMNnDjt2G2xeDGueAUspSqPjTevlLNbcwIYxDWwVEqKZNDjwDBgwgIyMDMLCwujRowdbtmzh2Wef5ejRowB07doVLy+vRp08KyuLW2+9lYyMDPz9/enbty8//PAD48ePB+Dhhx+moqKCe+65h4KCAoYOHcpPP/3kdtvsxRdfRK/XM3nyZCoqKhg3bhxLliyROXiEEOIP+PTQp7y842UAZg+eza0Jt55+hxPb4NuZkLnb+e8OF/BO0AM8t1nDn/pE4GmU92TRsho8D09wcDArVqxg6NChaLVasrKyCA0Nbe76nRMyD48QQpz0fdL3PPLLIygUM/rO4G8D/lZ/4coiWPUv2PIWoJydksfPRQ24lYtfWE9Sbhkv3zSAq/pFnavqi/NIYz6/G9zCM2nSJEaPHk1kZCQajYbBgwfX24oiK6kLIUTb9MuJX3hs/WMoFDd2v5F7+99bd0GlYO8X8ONjUJrl3Nb3z3DpPPAJZWdKAUm5ZXgYtFzcI+zcXYAQ9Whw4Fm8eDHXXXcdR48e5f7772f69OmNHpElhBCi9fou8Tse//VxbMrG5Z0v57Ghj9U9xUfeMVgxG45VrZ0Y3BUmvgBxJ5cd+mybc03Dy3tH4mNq0gwoQpxVjXoVVq+Svm3bNh544AEJPEII0U68t+89nt/6PACXdb6MZy58pvYsyjYLbHgJfnke7GbQmWDULLhwJuhNrmIVFjvf7EwH4IbBHc7VJQhxWk2K3e++++7ZrocQQogWoJTixe0v8u5e5/v6X3r+hb8P+XvtsJO1D76YDtn7nP+OG+Ns1QnuUuuYn28/QYnZRodAT4bFBjfzFQjRMNLOKIQQ5ymHcjD/9/l8cugTwLny+dTeU2vfxso9CkuugIp88AqGyxZAn+vrXBbix32ZPPU/Zyi6ZWgntFpZOkK0DhJ4hBDiPORQDub9No/PDn+GBg1PjXiK6+Kvq12wNAc+nOQMO1ED4ZbPwDukzmOuPpjF3z7ajt2huG5ANHddFNfMVyFEw0ngEUKI84xDOXh609N8ceQLNGiYd+E8rupyVe2C1gr4+EYoSIaATnDzp/WGnW92pTPr011Y7YqJfSNZeH1fdNK6I1oRCTxCCHGeeXHbi3xx5Au0Gi3PXPgMV8RdUbuQUvDtQ5C2DTwD4S9fgE/tudeUUry1PolnVhwA4E99Ilh0Y3/0uiatXCREs5HAI4QQ55EvDn/Bkn1LAJg3cl7dYQdgxwew6yPQaOGGpRASX6uI3aH417f7WbIxGYDbR3TmiSsSpGVHtEoSeIQQ4jyxOWMz836bB8A9/e6pf9XznEPw/cPO7y9+3G1+nWqVVjsPLNvBj/uckw7+8089uXNUbN3z9gjRCkjgEUKI80ByUTIPrn3QOalg7OXc3e/uugtaK+HzqWAtdw49H/lgrSL5ZRbuXLqF7SmFGHVa/m9yP66UpSNEKyeBRwgh2jmrw8pD6x6i2FJM39C+/Gvkv+pviVn5BGTtBa8QuPZN0Lr3xUnJK+e2dzeTlFuGn4ee/04ZzNA4mWtHtH4SeIQQop1bum8pRwqOEGgK5KWxL2HSmeouePA72LzY+f21b4JvhNvTu1ILmbZ0C7mlFqIDPFlyxxDiw2XGfdE2SOARQoh27HjxcV7f+ToAfx/yd0I86x5WTnEGfF21UOjwv0H8JW5Pb08p4Jb//k6F1U5CpB/v3jGEcD+P5qy6EGeVBB4hhGjH/vXbv7A4LIyIGlH/iCyAA/+DigII7w3j5rg9lZpfzvSlW6mw2hnZNZg3bx0sC4KKNkdesUII0U5llmXye8bv6DQ6Hh/2eMNGUIV0A73R9c+iCit3LNlCXpmFhEg/Ft86GG8JO6INkpmhhBCinTpRcgKAKJ8oYnxjTl/Y4On8ai132zzv2/0czS4lws+Dd24fImFHtFkSeIQQop3Kq8wDINSz9gzJtfhUdVDOOeTatD+9mM+3O0PTq7cMIMJf+uyItksCjxBCtFPlVa013gbvMxfuOAw0OihIgsIUlFLMX3EApeDKflEM6hTUzLUVonlJ4BFCiHaq3OYMPJ56zzMX9vCD6EHO7xPXsfZwDr8ezcWo0/LwhO7NWEshzg0JPEII0U5V2CoA8DJ4NWyHqiUkHMfWMP8752Kgt4/sTExQA/cXohWTwCOEEO2UxW4BnCuaN0jcGADMR9ZyJLuEAC8D947p2ky1E+LcksAjhBDtVM+gngBszdrasNDTYQhK74mnJY9umhPcf3E8/l6GZq6lEOeGBB4hhGinhkYOxag1klaaRlJR0pl30JvID3b247lEt4O/DOvUzDUU4tyRwCOEEO2Ul8GLIRFDAPjyyJcN2kfT+zoA7tB9z8+7GhCShGgjJPAIIUQ7dlOPmwB4/8D77M7ZfcbyQSOmUGSKIlRTxIFvXyK7pLK5qyjEOSGBRwgh2rHRMaOZGDcRh3Lw+IbHXXPz1EtnwOuShwGYbF/B7W9v5nhe2TmoqRDNSwKPEEK0c49e8CihnqEkFSWxYMuCM5Y39LsRh86DGG0Ojqx9THz5V77dnX4OaipE85HAI4QQ7Zy/yZ/nRj2HBg1fHvmSFYkrTr+D0Qttl7EA3B68j1Kzjb99tINHv9xDpdV+DmosxNkngUcIIc4DF0RewF197wLg6d+eJqU45fQ7dB0HwOSITP42tisaDXy8OYUpb2+mqNza3NUV4qyTwCOEEOeJu/vdzcCwgZRZy/j7L3/Haj9NcAl2TjioLUxh9oTuLL3jAnw99GxOzmfym5vIKKo4R7UW4uyQwCOEEOcJvVbPgosW4G/yZ3/efhZtX1R/4cDOzq+Fx8Hh4KJuoXw6YzjhfiYOZZUw6bWNJOaUnotqC3FWSOARQojzSIR3BP8a8S8A3tv/HqtTVtdd0L+Dc/V0WyWUZgLQM9KPL/46grhQb9KLKrn17c1kFsmwddE2SOARQojzzNiOY7k14VYA/vnrPzlefLx2IZ3BGXoACpJdmzsEevHpjOHEhXiTVljBlHd+lz49ok1o0cDz7LPPMmTIEHx9fQkLC+Oaa67h0KFDbmWUUjz11FNERUXh6enJmDFj2Ldvn1sZs9nMfffdR0hICN7e3lx11VWcOHHiXF6KEEK0KQ8OepCBYQMptZZy/+r7KbXUcXsqKNb5tUbgAQjxMbF06gWE+5k4nFXKPR9tw2Z3NH+lhfgDWjTwrFu3jnvvvZfffvuNlStXYrPZuPTSSykrOznJ1cKFC3nhhRf4z3/+w5YtW4iIiGD8+PGUlJS4ysycOZOvvvqKZcuW8euvv1JaWsoVV1yB3S7DJ4UQoi4GrYF/j/43YV5hJBYl8vAvD2N3nPKeGVC1ltYpgQcgJsiLJXdcgJdRx4ajebz5S2LzV1qIP6BFA88PP/zA7bffTq9evejXrx/vvvvu/7d353FV1fnjx1+X7bJvIlxRFrcARR2lpNQ09yW0xXJJzSann1ZaTtNmzWQ6k0t9a6xxLU1b3LdssVJzyQT3FBAhFxQVUFkEZIf7+f1x8xayCHiBy/X9fDzOA+457/PZIHn3OedzDklJSRw5cgQwzO7MmzePN998k0cffZTQ0FA+++wz8vLyWLVqFQBZWVksW7aM999/n379+tG5c2e+/PJLYmJi2LFjR0N2TwghzFpTx6Z81Ocj7K3t2Xtpb/mbmHPTDF/tnCs8P6SZK/+KaAfA18fkwYTCvJnVPTxZWVkAeHp6ApCYmEhqaioDBgwwxmi1Wnr16kVkZCQAR44cobi4uEyMr68voaGhxpibFRYWkp2dXWYTQog7Ufsm7fl3d8NNzCtOrGDL6S2GA0rBhf2G7/3vrfT8waE6rDSQcDlHlqoLs2Y2CY9SipdeeokePXoQGhoKQGqqYWWAj49PmVgfHx/jsdTUVOzs7PDw8Kg05mazZ8/Gzc3NuPn5+Zm6O0II0WgMajmIiR0nAjAzaiYJGQmQfhry0sHGHpp1qvRcd0c7Qpq5AnAs6Vp9NFeIWjGbhGfy5MlER0ezevXqcsc0Gk2Zz0qpcvtuVlXMtGnTyMrKMm4XLlyofcOFEMICPPeX5+jZoidF+iJe3vMyeef2GA40DwMbbZXndvJzB+DYxWt120ghboNZJDxTpkzh66+/ZteuXbRo0cK4X6fTAZSbqbly5Ypx1ken01FUVERmZmalMTfTarW4urqW2YQQ4k5mpbHiP93/g7eDN+eyzzH7tzWGA1VczrrhLy3cAYi+kFWHLRTi9jRowqOUYvLkyWzatImdO3fSsmXLMsdbtmyJTqdj+/btxn1FRUXs2bOHbt26ARAWFoatrW2ZmJSUFGJjY40xQgghbs3D3oM5PedgpbHiq+LL7HWwB79bJzzWVobZ9PTcwrpuohC1ZtOQlT///POsWrWKLVu24OLiYpzJcXNzw8HBAY1Gw9SpU5k1axZt27albdu2zJo1C0dHR5544glj7IQJE/jHP/5BkyZN8PT05OWXX6ZDhw7069evIbsnhBCNzj26exjb5lE+P7WBmV6efKVrj1MV8QXFpczfdRqA7m286qeRQtRCgyY8ixYtAuCBBx4os3/58uU89dRTALz66qvk5+fz3HPPkZmZSXh4ONu2bcPFxcUY/9///hcbGxtGjBhBfn4+ffv2ZcWKFVhbW9dXV4QQwmI8b9+Sn4pLuGRrw4cnP+ON8DcqjCsu1fPvb+NITMvF20XL3/vfVc8tFaL6NEop1dCNaGjZ2dm4ubmRlZUl9/MIIcTyIey/fJhnmvmgQcNngz+js3dn4+GC4lLWHrrAxz+f5dI1w1L0hWO6MKRDs4ZqsbhD1eTvt1nctCyEEMJMpJ2C8/u4t7CYR/wHoFBMj5xOYWkh2QXFLNh1mh5zdzL96xNcupaPl7OWdx4JZXCorqFbLkSVGvSSlhBCCDNz9DPD17YD+Ee3t9h79SiJWYn8dfNsYmLuI6ewBIAWHg5M7NWax8NaYG8rtw8I8ycJjxBCCIOSIjj2+7PQuownN9+ONlbjSOO/ROdsIVffmrbe/jzXuzURHX2xtZaLBKLxkIRHCCGEQcJWyEujxNGHN6N92Pj5Lkr03jj4t8HG6TT33RPFlxFjsbKq+sGvQpgjSc+FEEKAUlz/ZQkAS7LvZe3RVEr0im6tvZjR/Q2sNFbEZO7lyJXDDdxQIWpHZniEEOIOd/BsOpmb/8HAnEhKlBVrSh+gX4gPz/VuTRd/w3sKf8t/nLUJa3n30Lusi1h3y9f7CGFuJOERQog7VOTpNOZtj+fhS+/zhM1OADY0e4mlDz9OkM6lTOzkv0xm06lNxGfEc+n6JVq4tKioSCHMliQ8Qghxh7mYmcc7351kW+wl3rVdwnCbX9CjIbPvB4y6/+kKz3G3d6eNextOZpwkISNBEh7R6Mg9PEIIcYcoLCll/s5T9PtgD9tjL/KR7XyGW/+C0lhjNXwpTSpJdm4I8gwCID4zvj6aK4RJyQyPEELcAX45lcZbW2I5m5aLliLWuC3i7sIDYGWL5vHlEDL0lmUEewYDEJ8hCY9ofCThEUIIC5aaVcC/v4vju+gUAJo7weYmn+B95QDY2MPIL6Ft/2qVFeRhmOFJyEios/YKUVck4RFCCAtUXKpnxb5zzNvxG7lFpVhp4G9dm/Jq5tvYJO0DW0cYvQZa9ap2mS3dWgKQkptCYWkhWmttXTVfCJOThEcIISzMqcs5/H3dMWIvZQPQxd+ddwb7EfLTBLh4EOxcYOwG8L+3RuWm5acB4GzrjJ2VncnbLURdkoRHCCEshF6v+CzqHHO+j6ewRI+7oy1vDA7hsRBHrFY+AinHwd4dxm2C5mE1Lv/I5SMAdGzaUZ7DIxodSXiEEMICXMkp4B/rjrP3lGEWptddTXnvsY54W2XD5xFwJQ4cm8CTW0DXoVZ13Eh4wnxqniwJ0dAk4RFCCAswZdWvHEjMwN7WijeHhDD23gA0pcWwZBhcPQnOOkOy4x1cq/KVUpLwiEZNEh4hhLAAsZeyAFg0NozeQd6Gnb9+YUh2HL3gr1uhSetal3/p+iXSC9KxtbKlg1ftZoiEaEjy4EEhhLAA7o6Gm4jdHWwNO4oLYO/7hu97vXpbyQ7AqcxTALR2b42dtdywLBofSXiEEMICKKUA0P/+lcPLIPsSuDaHLuNvu/zT104D0Ma9zW2XJURDkIRHCCEauWt5RSRnFQDQ1scF8jLg5/cMBx94HWztb7uOlFzDgwv9XPxuuywhGoIkPEII0cjFpRiet+Pn6YCrvS3seRfyM8G7HXR6wiR1FJQYEipHG0eTlCdEfZOERwghGrn4lBwAgnWuhh3Raw1f+88Ea9OsTckvyQfA3ub2Z4uEaAiS8AghRCOXkGpIeEJ0LqDXG2Z3AHQdTVaHrZXhZugbT1sWorGRhEcIIRq5S9d+n32xswZ9CfD7jcvWtiar4/4W9wOw7fw24w3SQjQmkvAIIUQj1yfY8NydRbvOkHq91PCQQYBzv5isjt5+vXGwcSAxK5H9KftNVq4Q9UUSHiGEaOTGdwukk587OYUlzP4hHjqNMhw4+rnJ6nC2c+bRto8CsDx2ucnKFaK+SMIjhBCNnLWVhmmDDa+M2Hc6DTqONBw4t9ek9YxrNw5rjTVRKVHEZ8SbtGwh6pokPEIIYQG8XbQAFBbrUS6/X9IqKYDSYpPV0dy5OQMCBgDwRdwXJitXiPogCY8QQlgARzvD8vOcwhIeXRb9x4GcFJPWM67dOAC+T/xeVmyJRkUSHiGEsAA+rlpe6n8XjnbW/Hoplzh9AACp38w0aT0dmnagY9OOFOuL2Xp2q0nLFqIuScIjhBAWQKPR8ELftux9tTcTe7biP+ppAHRn1vPvBUuJuZhlsroGBgwEYF/yPpOVKURdk4RHCCEsSBNnLdOGhPDhq89ypMkwAEZe/oBH5+9m8qqjnEvLve06ujfvDsDh1MPGV04IYe4k4RFCCAvU1EVL2IQPKXVowl1Wl5hk8w3fRqfQ74M9vLE5hmMXrtX6AYJeDl4AFOmLJOERjYYkPEIIYakcPbEePAeAl2w38ZHPd9joC1h1IImHF+yjx9xdzPwmjsPnMtDrq5/8HE49DEArt1a427vXRcuFMLkGTXh+/vlnhg4diq+vLxqNhq+++qrMcaUUb7/9Nr6+vjg4OPDAAw9w4sSJMjGFhYVMmTIFLy8vnJycGDZsGBcvXqzHXgghhBnr8Dh0HotGlTIsayXHPd/gXy0TcLSz4tK1fD7dl8hji6O4d/ZPvLUlln2n08gvKq2yyJi0GADCfMLqowdCmESDJjy5ubl06tSJ+fPnV3j83Xff5YMPPmD+/PkcOnQInU5H//79ycnJMcZMnTqVzZs3s2bNGn755ReuX79OREQEpaVV/wcrhBB3BI0Ghs2HEV+Amz/avBQmpMwgpu1Slo4O4ZHOzXHR2nAlp5DPo84zZukBOs74keGLIpn7Qzw74y9zLa+oTJHJuckABLgGNESPhKgVjTKTt8BpNBo2b97Mww8/DBhmd3x9fZk6dSqvvfYaYJjN8fHxYe7cuUycOJGsrCyaNm3KF198wciRhieLJicn4+fnx9atWxk4cGC16s7OzsbNzY2srCxcXV3rpH9CCNHgivJg34ewb57hoYStesPoNRRqbNl3Oo2tMansPXWVy9mF5U5t3dSJsAAPwgI8WJf8Kr9dO8F7vd5jUOCg+u+HEL+ryd9vm3pqU40lJiaSmprKgAEDjPu0Wi29evUiMjKSiRMncuTIEYqLi8vE+Pr6EhoaSmRkZKUJT2FhIYWFf/wHnZ2dXXcdEUIIc2HnCL2nQZt+8PlDcHYXrB+P9pHF9An2oU+wD0opLmTkcyAxnYOJGRxJyuTs1VzO/L5tOLEPp8AToDSs2FVMcttEHuzYDB9X+4bunRBVMtuEJzU1FQAfH58y+318fDh//rwxxs7ODg8Pj3IxN86vyOzZs5kxY4aJWyyEEI2E3z0wejWsfBx++wH+GwqdRkPXZ9A0DcK/iSP+TRx5/G4/ADJyi/g1KZPD5zLYkLqYAqAoK4z9KVbsT4jj39/FEd7Sk6GdfBkc2gxPJ7uG7Z8QFTD7VVoajabMZ6VUuX03u1XMtGnTyMrKMm4XLlwwSVuFEKLRaNULxn8N3u2h6Doc+gQWdIUVERC9Hor/WG7u6WRH3xAfRnSzp8DqHABLI/7FPx8MISzAA6Vg/9kM3twcyz3v7GDs0gMs3XuWU5dzar30XQhTM9sZHp3O8PK71NRUmjVrZtx/5coV46yPTqejqKiIzMzMMrM8V65coVu3bpWWrdVq0Wq1ddRyIYRoJPzvhWf3QeIeOPgJJGw1vGH93F7QukFgDwjoBoHdQdcRT3tPrDRW6JWe1j723N/al7/d34qLmXl8F53CN9HJxF7K5pfTafxyOo3/fHcSXzd7egU1pdddTenWxgtXe9uG7rW4Q5ltwtOyZUt0Oh3bt2+nc+fOABQVFbFnzx7mzp0LQFhYGLa2tmzfvp0RI0YAkJKSQmxsLO+++26DtV0IIRoNjQZaPWDYriXBryvh2ErIugAJ3xk2AK0rbn7hdNJ68WvBFbYlfs9THSYA0MLDkYm9WjOxV2sS03LZGX+FPb9dZf/ZdJKzClh98AKrD17A2kpDmL+HMQFq7+t6yxl7IUylQVdpXb9+ndOnTwPQuXNnPvjgA3r37o2npyf+/v7MnTuX2bNns3z5ctq2bcusWbPYvXs3CQkJuLi4APDss8/y7bffsmLFCjw9PXn55ZdJT0/nyJEjWFtbV6sdskpLCCH+RF8Kyb/C+X1wbh8k7YdCw7u41ro48x8vT+z1ijVW/rS+ZxKEDDUkTjfJLyrlQGI6e367yp7frnL2atnXWgTrXHhlYBB9Q3zKnStEddTk73eDJjy7d++md+/e5faPHz+eFStWoJRixowZLFmyhMzMTMLDw1mwYAGhoaHG2IKCAl555RVWrVpFfn4+ffv2ZeHChfj5+VW7HZLwCCFEFfSlcDkWzkeiT9zLszm/Eqm1oU1REWsvpWLX4h7oP9Nw+asKFzLy+PnUVfYkXGXvqTTyiw3PSxvSQcfbQ9vjLSu9RA01moTHXEjCI4QQ1ZeWe5XhXz9MRlE272TkMCwr03DgrsHQaSR43QWercG28gQmK7+YhbtOs/SXREr1CmetDfe2akKnFm609nbG39ORgCaOuMg9P6IKkvDUkCQ8QghRM0tjlvLh0Q8JdmvNF9b+2B/9EtSfn3CvAY8A8AoCr7aGJOjG5tTEGHUiOYs3NsVw/GJWhfV4Otnh7+loTIAMX50IaOJIU2ctVlZyD9CdTBKeGpKERwghauZawTX6b+hPQWkBPo4+vNh2JA9eOIHV5ROQlgAFFScwADh4/p78GBKh0iZtOVHagoPpjsQmZ3M+I4+k9DzSc4sqLwOwt7XCz8OQCLX2diZY50KQjyutvZ3Q2lTvHk7RuEnCU0OS8AghRM39fPFn/rP/P6TkpgAQ4hnCq/e8yt0+YZB7FdJ++307BVcTDF+zkiov0FkHfl0NW4uu5Hi2IylbT1J6HkkZecZE6HxGLsnXCiit5A3v1lYaWnk5EaRzIcjHhSCdC8E6V1p4OMiMkIWRhKeGJOERQojaKSgpYOXJlSyNWcr14usATO0yladDn654yXlRHqSf/iMRSkuAq7/B1fibLokB1nag6/h7AnQP+IWDW3MAikv1JF/L53x6HufTc/nt8nUSUnOIT80mu6CkwrY62VnT1seFYJ1hC2/VhGCdiyyNb8Qk4akhSXiEEOL2ZBRkMO/IPDaf3gzAsNbDmH7fdOysq/maiaI8w1L4iwfhwu9bXlr5uKbB0O9tCBpcYTFKKVKzC4hPzSHh9y0+NYczV65TVKovFx/YxJGl4++hjbdzdbsqzIgkPDUkCY8QQpjG6vjVzD04l1JVSmiTUGbfP5tAt8CaF6QUZCbChUN/JEGXT/wxCzRwNtz3XLWLKynVcy4915gIRV/M4mBiBvnFpXg5a1n9TDhtfVxq3k7RoCThqSFJeIQQwnQiL0Xy8s8vk1OUg721PS/d/RKjgkbd/qWjgiz4aSYcWmr43Odf0PPlWheXkVvE2KUHiEvJxsdVy66XH8DRzmxfQCAqUJO/32b/8lAhhBCNS7fm3dg0bBPhzcIpKC1g1oFZvLDrBbIKq1i5VR32bjDk/6DnK4bPP/+fYSaoljyd7Fj1TDi21houZxfy2+Xrt9c+YdYk4RFCCGFyOicdH/f/mNe7vo6tlS27L+xmxDcjiL4afXsFazQQOtzwvY22wlda1ISttZVxtZe3i7xU2pJJwiOEEKJOWGmsGBMyhpVDVuLn4kdybjLjvx/PypMrb6/g2E2Grx4Bt1XM+fRcHl8chV6Bj6sWH3m1hUWThEcIIUSdCmkSwrqIdQwMHEiJKmHOwTl8Gfdl7Qo7uxt+fs/w/X1Tat2mI+czGDZ/H3Ep2TRxsmP+E12wlmf0WDRJeIQQQtQ5Zztn3uv5Hs91MqysmntoLl+d/qpmhRTmwFfPAwq6jIeOj9eqLT+dvMyYpQfIyi+mk587377Qg3sCPWtVlmg8JOERQghRLzQaDZM6TWJcu3EAzIicwbmsc9Uv4KeZkH0R3ANg0OxatWH94Qv8vy+OUFCsp3dQU1Y/E04zN4dalSUaF0l4hBBC1BuNRsMrd79C9+bdKVElLDy2sHonnvsFDn5s+H7oh2DnVKN6lVIs3nOGVzZEU6pXPNqlOR8/ebcsQ7+DSMIjhBCiXmk0GqZ2mQrA9+e+50LOhapPKLwOX/3+kMGwp6B17xrVp5Ri7g8JzPk+HoCJPVvx/uOdsLWWP4F3EvlpCyGEqHfBnsE0dza8Fys9P73q4B+nwbXz4OYH/f9do3qUUsz8No7Fe84A8OaQEKYNCZH3Z92BZC5PCCFEvVNKkV2YDYCb1q3ywOh1cPRzQAMPLQD76j8NX69X/GtLLCsPGN7Q/s4joYwJv72l7KLxkoRHCCFEvTt+9Tg5xTnYWtni7ehdcVDaKfhmquH7Xq9Cq17VLr9Ur3h9YzTrj1xEo4G5wzsy4m6/22+4aLQk4RFCCFHvFkcvBiCiVQROthXcgFycD+vGQ3EuBN4PvV6rdtnFpXpeWX+cr44lY22l4YMRnXjoL81N1XTRSEnCI4QQol5FJUex79I+bKxseKbDMxUHff8aXDkBTk1h+FKwsq5W2TkFxTy38ih7T6VhY6Xho9GdGdKhmQlbLxorSXiEEELUm7ziPN4//D4AI4NG4udawWWmX7+Eo58BGnj0E3DRVavs1KwC/rriECdTsnG0s2bBE13oHVzJ5TJxx5GERwghRL3IK87j+Z+eJyEzARc7F/5fx/9XPihp/x/37TwwrdpL0PefTefva4+RklWAl7OW5U/dQ4cWVdwMLe44kvAIIYSoc5dzL/P33X8nJi0GJ1snFvZdiKf9Ta9zuHYB1o4FfTGEDIOer9yy3MKSUj7Y9hsf7z2LUtC6qRMr/toVP0/HOuqJaKwk4RFCCFGnjlw+wj92/4P0gnRc7VxZ1G8RHZt2LBtUeB3WjIbcq+DTAR5ZDFZVPyouPjWbqWuOEZ+aA8Coe/z4Z0Q7nLXyp02UJ78VQggh6syG3zbwzv53KFEl3OVxF/N6z8PP5ab7dkoKYc0TkBoDjl4welWVr47Q6xXLfknkvR8TKCrV08TJjjnDO9K/nU8d90Y0ZpLwCCGEqBNLY5by4dEPARjccjBv3/c2jrY3XWoqLYGNEyBxD9g6wRPrwN2/0jIvZubx8vrj7D+bAUDfYG/mDO9IUxdtnfVDWAZJeIQQQpiUUop5R+fxaeynADzT4RmmdJ5S/nUOSsG3L8LJb8DazjCz0yKswjL1esXKA+eZ8308uUWlONpZ81ZEO0be4yeviRDVIgmPEEIIkynVl/LOgXdY/9t6AF6++2XGtx9fPlAp2P4vwxJ0jRU89im0eqDCMs+n5/LaxmjjrM49gR6891gnAr1q9sZ0cWeThEcIIYRJlOpL+de+f/HN2W/QoGH6fdMZftfw8oFKwc5/Q+T/DJ+HfgQhQysoT/FZ5Dne+zGB/OJSHGyteW1QEE/eF4iVlczqiJqRhEcIIcRt0ys90yOn883Zb7DWWDOn5xwGBQ4qH6gU/DANDiwyfB44C7qMKxe2/2w6M76J42SK4QWj97VqwtzhHfFvIsvNRe1IwiOEEOK2zT04ly1ntmCtsWZuz7kMDBxYPqik0PBQweOrDJ+H/B90LftqiYuZeczeGs93MSkAuNrb8OqgYJ7o6i+zOuK2SMIjhBDitnx95mtWxRuSmFk9ZlWc7OSmGR4qmBRluGdn2HzoPMZ4+EJGHkt+PsO6wxcpKtFjpYEnwv15qX8Qnk529dUVYcEk4RFCCFFrCRkJzIyaCcCznZ5lSKsh5YMux8HqkXAtCbRu8PhyaNMXgNNXcli0+yxfHbtEqV4BhstXbw1tR0gz13rrh7B8kvAIIYSolazCLKbumkphaSE9mvdgUqdJ5YN+2wYb/gpF18GjJTyxjmLPNuyISeGL/eeJPJNuDO3RxovJfdoQ3tJTlpoLk7OYhGfhwoW89957pKSk0L59e+bNm8f999/f0M0SQgiLpJTizV/e5OL1izR3bs6c++dgpbnpVRDZKYbLWKWFEHg/lwd9zKpj11lzaCeXswsBsNJA3xAfnu/dhr/4udd/R8QdwyISnrVr1zJ16lQWLlxI9+7dWbJkCYMHDyYuLg5//8qf2CmEEKJ24jPi2XNxDwBz7p+Dm7aCN5Onn4LSQpSNA49df4Uj8341HvJytmPkPX6M7upPCw9ZeSXqnkYppRq6EbcrPDycLl26sGjRIuO+kJAQHn74YWbPnn3L87Ozs3FzcyMrKwtXV7lmLIQQt5JVmMXAjQPJLc6lm283PurzEVrrm17vkH4G/tcFgEuqCbH6lsToWxKrAjlrexceTX3x83TEz9MR/9+3tj7OeLvYN0CPRGNUk7/fjT7hKSoqwtHRkfXr1/PII48Y97/44oscO3aMPXv2lDunsLCQwsJC4+fs7Gz8/Pwk4RFCiBo4evkok3ZMIr8knz5+fZjXe17Ze2+UgtWj4Lcfyp27qbQHLxU/V27/871b88rA4LpstrAgNUl4Gv0lrbS0NEpLS/HxKfuWXB8fH1JTUys8Z/bs2cyYMaM+mieEEBari08X5veZz4u7XmRo66HlbzTWaOCJtVCQDanRkHwMUo6hv/Qr3YL7s6R5GBcy8riQkUfS71vrps4N0hdh+Rp9wnPDzf+hKaUqvct/2rRpvPTSS8bPN2Z4hBBC1EzXZl35YfgPFd/Dc4O9KwT2MGyAFaBTCp2sxBL1qNEnPF5eXlhbW5ebzbly5Uq5WZ8btFotWq22wmNCCCFqpspkpzKS7Ih6ZnXrEPNmZ2dHWFgY27dvL7N/+/btdOvWrYFaJYQQQghz0uhneABeeuklxo0bx9133819993Hxx9/TFJSEpMmVfAQLCGEEELccSwi4Rk5ciTp6enMnDmTlJQUQkND2bp1KwEBAQ3dNCGEEEKYgUa/LN0U5Dk8QgghRONTk7/fjf4eHiGEEEKIW5GERwghhBAWTxIeIYQQQlg8SXiEEEIIYfEk4RFCCCGExZOERwghhBAWTxIeIYQQQlg8SXiEEEIIYfEk4RFCCCGExbOIV0vcrhsPm87Ozm7glgghhBCium783a7OSyMk4QFycnIA8PPza+CWCCGEEKKmcnJycHNzqzJG3qUF6PV6kpOTcXFxQaPRNHRzblt2djZ+fn5cuHBB3g1WTTJmtSPjVjsybrUj41Zzlj5mSilycnLw9fXFyqrqu3RkhgewsrKiRYsWDd0Mk3N1dbXIX/C6JGNWOzJutSPjVjsybjVnyWN2q5mdG+SmZSGEEEJYPEl4hBBCCGHxJOGxQFqtlunTp6PVahu6KY2GjFntyLjVjoxb7ci41ZyM2R/kpmUhhBBCWDyZ4RFCCCGExZOERwghhBAWTxIeIYQQQlg8SXiEEEIIYfEk4TEzmZmZjBs3Djc3N9zc3Bg3bhzXrl2r8hylFG+//Ta+vr44ODjwwAMPcOLEiTIxhYWFTJkyBS8vL5ycnBg2bBgXL16scd2HDh2ib9++uLu74+HhwYABAzh27JgJen57zH3cAFasWEHHjh2xt7dHp9MxefLk2+32bWsM4waQnp5OixYt0Gg0t2xfXTPnMTt+/DijR4/Gz88PBwcHQkJC+PDDD03V9RpZuHAhLVu2xN7enrCwMPbu3Vtl/J49ewgLC8Pe3p5WrVqxePHicjEbN26kXbt2aLVa2rVrx+bNm2tcb3V+Fg3JHMetuLiY1157jQ4dOuDk5ISvry9PPvkkycnJt9/h+qSEWRk0aJAKDQ1VkZGRKjIyUoWGhqqIiIgqz5kzZ45ycXFRGzduVDExMWrkyJGqWbNmKjs72xgzadIk1bx5c7V9+3Z19OhR1bt3b9WpUydVUlJS7bqzs7OVh4eHeuqpp1R8fLyKjY1Vw4cPV97e3qqoqMj0g1ED5jxuSin1/vvvK19fX7Vy5Up1+vRpFRsbq77++mvTDkItmPu43fDQQw+pwYMHK0BlZmaapO+1Zc5jtmzZMjVlyhS1e/dudebMGfXFF18oBwcH9b///c/0A1GFNWvWKFtbW/XJJ5+ouLg49eKLLyonJyd1/vz5CuPPnj2rHB0d1Ysvvqji4uLUJ598omxtbdWGDRuMMZGRkcra2lrNmjVLnTx5Us2aNUvZ2Nio/fv316je6vwsGoq5jtu1a9dUv3791Nq1a1V8fLyKiopS4eHhKiwsrG4HxMQk4TEjcXFxCijzixgVFaUAFR8fX+E5er1e6XQ6NWfOHOO+goIC5ebmphYvXqyUMvyy2traqjVr1hhjLl26pKysrNQPP/xQ7boPHTqkAJWUlGSMiY6OVoA6ffq0CUagdsx93DIyMpSDg4PasWOH6TptAuY+bjcsXLhQ9erVS/30008NnvA0ljH7s+eee0717t27dh2upa5du6pJkyaV2RccHKxef/31CuNfffVVFRwcXGbfxIkT1b333mv8PGLECDVo0KAyMQMHDlSjRo2qdr3V+Vk0JHMdt4ocPHhQAZUmY+ZILmmZkaioKNzc3AgPDzfuu/fee3FzcyMyMrLCcxITE0lNTWXAgAHGfVqtll69ehnPOXLkCMXFxWVifH19CQ0NNcZUp+6goCC8vLxYtmwZRUVF5Ofns2zZMtq3b09AQIDpBqKGzH3ctm/fjl6v59KlS4SEhNCiRQtGjBjBhQsXTDcItWDu4wYQFxfHzJkz+fzzz2/5YsD60BjG7GZZWVl4enrWrsO1UFRUxJEjR8r0BWDAgAGVtjMqKqpc/MCBAzl8+DDFxcVVxtwoszr1Vudn0VDMedwqkpWVhUajwd3dvVr9MwcN/y+IMEpNTcXb27vcfm9vb1JTUys9B8DHx6fMfh8fH+Ox1NRU7Ozs8PDwqDLmVnW7uLiwe/duvvzySxwcHHB2dubHH39k69at2Ng03HtozX3czp49i16vZ9asWcybN48NGzaQkZFB//79KSoqqmFvTcfcx62wsJDRo0fz3nvv4e/vX8Pe1Q1zH7ObRUVFsW7dOiZOnHiLnplOWloapaWlVfb3ZqmpqRXGl5SUkJaWVmXMjTKrU291fhYNxZzH7WYFBQW8/vrrPPHEE43qhaSS8NSDt99+G41GU+V2+PBhADQaTbnzlVIV7v+zm49X55ybY25Vd35+Pk8//TTdu3dn//797Nu3j/bt2zNkyBDy8/OrrKs2LGXc9Ho9xcXFfPTRRwwcOJB7772X1atXc+rUKXbt2lVlXbVhKeM2bdo0QkJCGDt2bJXlmoKljNmfnThxgoceeoi33nqL/v37V1lPXahpfyuKv3l/dco0VUxDMedxA8MNzKNGjUKv17Nw4cIqemJ+Gu5/y+8gkydPZtSoUVXGBAYGEh0dzeXLl8sdu3r1arns+wadTgcYsvhmzZoZ91+5csV4jk6no6ioiMzMzDL/B3nlyhW6detmjLlV3atWreLcuXNERUUZLy+sWrUKDw8PtmzZcss+1pSljNuN8tu1a2c83rRpU7y8vEhKSqqyf7VhKeO2c+dOYmJi2LBhA/DHP+ReXl68+eabzJgxo8o+1oSljNkNcXFx9OnTh2eeeYZ//vOfVfbL1Ly8vLC2ti43O/Dn/t5Mp9NVGG9jY0OTJk2qjLlRZnXqrc7PoqGY87jdUFxczIgRI0hMTGTnzp2NanYHkFVa5uTGTYkHDhww7tu/f3+1boicO3eucV9hYWGFN0SuXbvWGJOcnFzhDZFV1f3RRx8pnU6n9Hq9Maa4uFg5OTmplStXmmAEasfcxy0hIUEBZW5aTk9PV1ZWVurHH380wQjUjrmP2+nTp1VMTIxx+/TTTxWgIiMj1eXLl003EDVg7mOmlFKxsbHK29tbvfLKK6bpdC107dpVPfvss2X2hYSEVHnzbUhISJl9kyZNKnfz7eDBg8vEDBo0qNzNt1XVW52fRUMy13FTSqmioiL18MMPq/bt26srV67UrGNmQhIeMzNo0CDVsWNHFRUVpaKiolSHDh3KLXkNCgpSmzZtMn6eM2eOcnNzU5s2bVIxMTFq9OjRFS55bdGihdqxY4c6evSo6tOnT4VLXquq++TJk0qr1apnn31WxcXFqdjYWDV27Fjl5uamkpOT63BUbs2cx00pw7Lq9u3bq3379qmYmBgVERGh2rVrZxbL+c153P5s165dDb5KSynzHrPY2FjVtGlTNWbMGJWSkmLc6vsP1I1lzsuWLVNxcXFq6tSpysnJSZ07d04ppdTrr7+uxo0bZ4y/sbz673//u4qLi1PLli0rt7x63759ytraWs2ZM0edPHlSzZkzp9Ll1ZXVq1T1fhYNxVzHrbi4WA0bNky1aNFCHTt2rMzvVmFhYT2Nzu2ThMfMpKenqzFjxigXFxfl4uKixowZU+4feEAtX77c+Fmv16vp06crnU6ntFqt6tmzp4qJiSlzTn5+vpo8ebLy9PRUDg4OKiIioszy8urWvW3bNtW9e3fl5uamPDw8VJ8+fVRUVJQph6BWzH3csrKy1NNPP63c3d2Vp6eneuSRR8qV0xDMfdz+zFwSHnMes+nTpyug3BYQEGDiUbi1BQsWqICAAGVnZ6e6dOmi9uzZYzw2fvx41atXrzLxu3fvVp07d1Z2dnYqMDBQLVq0qFyZ69evV0FBQcrW1lYFBwerjRs31qhepar3s2hI5jhuiYmJFf5eAWrXrl0m63td0yj1+4VxIYQQQggLJau0hBBCCGHxJOERQgghhMWThEcIIYQQFk8SHiGEEEJYPEl4hBBCCGHxJOERQgghhMWThEcIIYQQFk8SHiHEHS8wMND4ktBr1641dHPKMff2CdEYSMIjhCjjVm8Nf+qpp4xxX331Vbnzn3rqKR5++OEa1RkZGYm1tTWDBg0qd+zcuXNl6ndxcaF9+/Y8//zznDp1yhg3dOhQ+vXrV2H5UVFRaDQajh49WmkbZs6cSUpKCm5ubgDs3r27XIKRnJxMaGgoPXr0MFnisWnTJgYOHIiXlxcajYZjx46Vizl06BAbN240SX1C3Kkk4RFClJGSkmLc5s2bh6ura5l9H374ocnr/PTTT5kyZQq//PJLpW+Q37FjBykpKRw/fpxZs2Zx8uRJOnXqxE8//QTAhAkT2LlzJ+fPn6+w/L/85S906dKl0ja4uLig0+nQaDQVHj9z5gw9evTA39+fbdu24e7uXvOOViA3N5fu3bszZ86cSmOaNm2Kp6enSeoT4k4lCY8QogydTmfc3Nzc0Gg05faZUm5uLuvWrePZZ58lIiKCFStWVBjXpEkTdDodrVq14qGHHmLHjh2Eh4czYcIESktLiYiIwNvbu9z5eXl5rF27lgkTJtS6jdHR0fTo0YPw8HC2bNmCo6NjpbELFy6kbdu22Nvb4+Pjw2OPPVZl2ePGjeOtt96qdHZKCGEakvAIIRrU2rVrCQoKIigoiLFjx7J8+XKq84o/KysrXnzxRc6fP8+RI0ewsbHhySefZMWKFWXOX79+PUVFRYwZM6ZW7YuMjKRXr148+uijrFy5Eltb20pjDx8+zAsvvMDMmTNJSEjghx9+oGfPnrWqVwhhWpLwCCFqbfTo0Tg7O5fZVq5cWaMyli1bxtixYwEYNGgQ169fN16mupXg4GDAcJ8PwNNPP825c+fYvXu3MebTTz/l0UcfxcPDo0btuuGRRx5h6NChLFiwACurqv/JTEpKwsnJiYiICAICAujcuTMvvPBCreoVQpiWJDxCiFr773//y7Fjx8psw4YNq/b5CQkJHDx4kFGjRgFgY2PDyJEj+fTTT6t1/o2ZnBv33QQHB9OtWzfj+WfOnGHv3r08/fTTNelWGQ899BCbN29m7969t4zt378/AQEBtGrVinHjxrFy5Ury8vIAWLlyZZnEsDrlCSFMx6ahGyCEaLx0Oh1t2rQps8/FxaXaK5iWLVtGSUkJzZs3N+5TSmFra0tmZuYtZ2VOnjwJQMuWLY37JkyYwOTJk1mwYAHLly8nICCAvn37VrNH5S1ZsoTXXnuNwYMH891339GrV69KY11cXDh69Ci7d+9m27ZtvPXWW7z99tscOnSIYcOGER4eboz9c5+FEHVPZniEEA2ipKSEzz//nPfff7/MDNHx48cJCAi45aUxvV7PRx99RMuWLencubNx/4gRI7C2tmbVqlV89tln/PWvf6105VV1aDQalixZwrhx4xgyZEiZy2UVsbGxoV+/frz77rtER0dz7tw5du7ciYuLC23atDFuDg4OtW6TEKLmZIZHCNEgvv32WzIzM5kwYUK5lV+PPfYYy5YtY/LkycZ96enppKamkpeXR2xsLPPmzePgwYN89913WFtbG+OcnZ0ZOXIkb7zxBllZWcbnBt0OjUbDwoULsba25sEHH+Sbb76hT58+Ffbp7Nmz9OzZEw8PD7Zu3YperycoKKjSsjMyMkhKSiI5ORkwXOaDP1bLCSFMQ2Z4hBANYtmyZfTr16/CZe7Dhw/n2LFjZR4U2K9fP5o1a0aHDh14/fXXCQkJITo6mt69e5c7f8KECWRmZtKvXz/8/f1N0l6NRsP8+fP529/+RkREBDt27CgX4+7uzqZNm+jTpw8hISEsXryY1atX0759+0rL/frrr+ncuTMPPvggAKNGjaJz584sXrzYJO0WQhhoVHXWfwohhAULDAxk6tSpTJ06taGbUqndu3fTu3dvMjMzTfbQQyHuJJLwCCHueIGBgaSkpGBra8ulS5dM/nDF29W+fXvOnj1LQUGBJDxC1JIkPEKIOpGUlES7du0qPR4XF2eyy0236/z58xQXFwPQqlWrWz5vp76Ze/uEaAwk4RFC1ImSkhLjAwErEhgYiI2NrJsQQtQPSXiEEEIIYfFkXlQIIYQQFk8SHiGEEEJYPEl4hBBCCGHxJOERQgghhMWThEcIIYQQFk8SHiGEEEJYPEl4hBBCCGHxJOERQgghhMX7/1X0eFWlNY51AAAAAElFTkSuQmCC", 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", 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