{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Taylor Diagram: Usage Example\n", "\n", "This notebook generates a Taylor Diagram using PMP from random sample data.\n", "\n", "Reference for Taylor Diagram:\n", "Taylor, K. E. (2001), Summarizing multiple aspects of model performance in a single diagram, J. Geophys. Res., 106(D7), 7183–7192, http://dx.doi.org/10.1029/2000JD900719\n", "\n", "Written by Jiwoo Lee (LLNL/PCMDI)\n", "\n", "Last update: 2022. 10\n", "\n", "Table of Contents \n", "\n", "1. Generate a sample dataset\n", "2. Plot Taylor Diagram\n", " - 2.1 Basic example with labeling all models\n", " - 2.2 Normalize standard deviation\n", " - 2.3 Some customizations\n", " - 2.4 Group models and label by the group\n", " - 2.5 Add model-comparing arrows\n", " - 2.6 Multi-panel plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Generate a sample dataset \n", "
Back to the Tabel of Contents
\n", "\n", "Presume a sample dataset from 10 models." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "stddev = np.random.uniform(low=1, high=10, size=(10,)) # Generate 10 random numbers between 1 and 10\n", "corrcoeff = np.random.uniform(low=0.5, high=1, size=(10,)) # Generate 10 random numbers between 0.5 and 1\n", "refstd = 5\n", "models = ['model '+str(i) for i in range(1,11)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Plot Taylor Diagram \n", "
Back to the Tabel of Contents
\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "from pcmdi_metrics.graphics import TaylorDiagram" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Usage of `TaylorDiagram` function:\n", " \n", " \n", "Parameters\n", "----------\n", " stddev : numpy.ndarray\n", " an array of standard deviations\n", " corrcoef : numpy.ndarray\n", " an array of correlation coefficients\n", " refstd : float\n", " the reference standard deviation\n", " fig : matplotlib figure, optional\n", " the matplotlib figure\n", " rect : a 3-digit integer, optional\n", " ax subplot rect, , default is 111, which indicate the figure has 1 row, 1 column, and this plot is the first plot.\n", " https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.subplot.html\n", " https://matplotlib.org/stable/api/figure_api.html#matplotlib.figure.Figure.add_subplot\n", " title : string, optional\n", " title for the plot\n", " titleprops_dict : dict, optional\n", " title property dict (e.g., fontsize)\n", " cmap : string, optional\n", " a name of matplotlib colormap\n", " https://matplotlib.org/stable/gallery/color/colormap_reference.html\n", " colors : array, optional\n", " an array or list of colors for each element of the input arrays\n", " if colors is given, it will override cmap\n", " normalize : bool, optional\n", " disable to skip normalization of the standard deviation\n", " default is False\n", " labels : list, optional\n", " list of text for labels\n", " markers : list, optional\n", " list of marker type\n", " markersizes : list, optional\n", " list of integer for marker size\n", " closed_marker : bool, optional\n", " closed marker or opened marker\n", " default - True\n", " markercloses : list of bool, optional\n", " When closed_marker is False but you still want to have a few closed markers among opened markers, provide list of True (close) or False (open)\n", " default - None\n", " zorders : list, optional\n", " list of integer for zorder\n", " ref_label : str, optional\n", " label for reference data\n", " smax : int or float, optional\n", " maximum of axis range for (normalized) standard deviation\n", " compare_models : list of tuples, optional\n", " list of pair of two models to compare by showing arrows\n", " arrowprops_dict: dict, optional\n", " dict for matplotlib annotation arrowprops for compare_models arrow\n", " See https://matplotlib.org/stable/tutorials/text/annotations.html for details\n", " annotate_text : string, optional\n", " text to place at the begining of the comparing arrow\n", " radial_axis_title : string, optional\n", " axis title for radial axis\n", " default - Standard deviation (when normalize=False) or Normalized standard deviation (when normalize=True)\n", " angular_axis_title : string, optional\n", " axis title for angular axis\n", " default - Correlation\n", " grid : bool, optional\n", " grid line in plot\n", " default - True\n", " debug : bool, optional\n", " default - False\n", " if true print some interim results for debugging purpose\n", "\n", "Return\n", "------\n", " fig : matplotlib figure\n", " the matplotlib figure\n", " ax : matplotlib axis\n", " the matplotlib axis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1 Basic example with labeling all models \n", "
Back to the Tabel of Contents
\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Example Taylor Diagram')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAArcAAAHrCAYAAADVObVmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjQuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/MnkTPAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd1gUV/vw8e+ywNJ774IK2ECxYO9ojCbGJJpimmnGNFPMk8T03hOTPKaqicYkxjyaYqJGjR0biIogoHRk6R2Wsrvz/uG78xMpAgJLyPlc117izpmZswX23jP3uY9CkiQJQRAEQRAEQegFTIzdAUEQBEEQBEHoLCK4FQRBEARBEHoNEdwKgiAIgiAIvYYIbgVBEARBEIReQwS3giAIgiAIQq8hgltBEARBEASh1xDBrSAIgiAIgtBriOBWEARBEARB6DVEcCsIgiAIgiD0GiK4FVr00ksvoVAoUCgUxu7KP5LhuXvppZeM3RWjuvPOO1EoFAQEBBi7K4IgCMK/QI8Obvfs2SMHCG29LV261NjdFjrBxYF1R2933nmnsR/GP05AQECzz6WNjQ3e3t6EhYVx++2388knn3D+/Hljd1cQBEEQmujRwa0gCD1DdXU1ubm5nDp1inXr1vHII4/g7+/PvHnzyMjIMHb3BEEQBEFmauwOtNUDDzzAkiVLLtvOxcWlG3ojdLUlS5Zwww03NLvt2LFjLFq0CGj9feHo6Nhl/evtvLy82L59u/z/hoYGSktLycjIIDo6mp9//pny8nI2b97Mrl27WLduHddcc02zx/rmm2/45ptvuqnngiAIwr/dPya4dXNzY9CgQcbuhtBN3NzccHNza3ZbUVFRo3bifdH5zMzMWnxeFy1axIcffshLL73EBx98QEVFBTfddBP79+8nIiKim3sqCIIgCI2JtARBENrN1taW999/n7feegsAjUbDPffcY+ReCYIgCEIvD24lSWLmzJkoFAqUSiUHDhxose2KFSvkyTPLly9vsj0tLY3333+fOXPmEBAQgKWlJZaWlvj7+7NgwQK2bdvWal+++eYb+fgZGRnU19fzwQcfMHz4cOzt7XFycmLSpEn88ccfjfarrKzknXfeYejQodjZ2eHg4MD06dPZtWtXi+e6eCLenj170Ov1fPXVV4wZMwYnJyesra0JCwvjjTfeQKPRXOZZvDytVsuqVauYNWsWXl5eqFQqXFxcmDBhAh999BG1tbVXfI72Onz4MM899xyTJk3Cw8MDc3Nz7OzsGDBgAA888ACJiYnN7ldUVIRKpUKhUPDAAw9c9jy///67/Fx///337e6nXq/nu+++Y9asWXI/XV1dmTx5MitXrqS+vr7FfS+tZlFeXs6rr77K0KFDcXBwQKFQdHk6wFNPPcWoUaMAOHHiBFu3bm3S5nLVEqqrq9mwYQP33HMP4eHh2NvbY2ZmhqurKxMnTuS9996jqqqqTf357bffmDFjBi4uLlhZWdG/f3+WLVtGXl4e8H8T5pqbbHjp72hdXR0fffQRkZGRuLi4NKl8UV9fz++//85DDz3EiBEjcHR0xMzMDGdnZ0aNGsVLL73U6CpDcy7tz/Hjx7n11lvx9fXF0tKSvn378vjjjzc5TnR0NDfeeCN+fn5YWFgQFBTEf/7zHyorK9v0PAmCIPRqUg+2e/duCZAA6cUXX+zQMdRqteTi4iIBUkBAgFReXt6kTUJCgmRhYSEB0vDhw6X6+vpG29PS0uR+tHZbuHCh1NDQ0Gw/1qxZI7c7efKkNGrUqBaP8/7770uSJEmZmZnSwIEDm22jUCikdevWXfZ52759uzRz5swWzxUaGirl5uY2e5wXX3xRbteSc+fOSQMGDGj1eenXr5+UkpLS4jHa63Lvi4uf65ZuSqVS+u9//9vs8W+88UYJkOzt7SWNRtNqX6677joJkBwcHJq0vdx7t7i4WBo7dmyr/QwNDZUyMjKa3f/i1yclJUUKCAhosv+aNWta7f+l/P39JUDy9/dv8z7ff/+9fL577723yfY77rij1WNOnDjxsq9Xnz59pDNnzrTYB71eL91///0t7u/h4SEdP35cfnx33HFHk2Nc/L45duyYFB4e3uQ4F7+WhsfV2s3Z2Vk6cOBAi/2+uD9r166VzM3Nmz1O//79JbVaLUmSJL377ruSQqFott2wYcOkysrKFs8nCILwb9CrR24BPDw8WLVqFQAZGRk8+OCDjbbX19dzyy23UFtbi5WVFevXr8fMzKxRG51Oh7m5OXPmzOHjjz9m586dHD9+nJ07d7Jy5UoGDhwIwHfffcerr7562T7dd999xMbGsmTJEnbs2EFMTAxff/01np6eACxbtozTp08zb9480tLSePrpp9mzZw/Hjh3jo48+wt7eHkmSWLJkCQUFBa2e67nnnmPbtm1ERUWxefNmYmJi2Lx5M9OnTwfgzJkzXH311Wi12rY9oRdRq9WMHTuWxMREbG1teeKJJ9i6dSvHjx9n9+7dPPPMM1hZWXH27FlmzpxJeXl5u8/REVqtFkdHR+644w5Wr17N/v37OX78OFu2bOGVV17BxcUFnU7HQw89xN9//91kf8PldcOEqZYUFRWxZcsWAG6++WYsLCza3EedTsfs2bM5ePAgABMnTmTjxo3ExMTw22+/MXfuXODC6zN16tTLjlzecMMNnD9/nocfflh+T/3www8EBwe3uU8dNW3aNPnn/fv3t3t/rVbL4MGDWb58OZs3b+bIkSMcPnyYDRs2cNNNN2FiYkJ6ejpz585t8SrAW2+9xRdffAGAj48Pn376KUeOHGHfvn0sX76c8vJybrjhBmpqatrUp7vvvpuTJ09y++2388cffxAbG8vmzZvlUWpDvwMDA3niiSfYsGEDhw4d4tixY/z8888sXrwYc3NziouLue666y77e3ry5Enuuece+vbty+rVqzl27Bh///03CxcuBCAlJYUnn3ySzZs3s2zZMkaNGsX69euJiYlh27ZtzJo1C7gw8vvaa6+16TEKgiD0WsaOrltz8QjdAw88IMXHx1/2dumoq8F9990nH+uHH36Q73/yySfl+7/44otm962qqmpxdFOSLowa3XnnnRIgWVtbS2VlZU3aXDwqpFAopM2bNzdpc+rUKUmpVEqA5OrqKqlUKunw4cNN2v3xxx/ysT744IMm2y9+3gDpvvvua7bfd999t9zm008/bbL9ciO3s2fPlgDJ19dXSk1NbbbN8ePHJWtrawmQnnvuuWbbtNflRm5zcnKk6urqFvcvKyuThgwZIgHSuHHjmmzX6/XyKOj06dNbPM4HH3wg9yMmJqbJ9tb6+Omnn8rbb7/9dkmv1zdp8+yzz8ptnnrqqSbbL359TExMpL/++qvFvrZVR0ZuJUmSfHx85BHxSx/L5UZuLzeqv2PHDsnExEQCpK+//rrJ9tzcXPnKS2BgoJSfn9+kzcGDBxuNil5u5BaQVq1a1Wq/zp071+zrZnDq1CnJxsam1fe+4fkGpDFjxjT7vjVcSVAqlZKTk5N0/fXXS1qttlEbrVYrRUZGyqPFLV1BEgRB+Df4xwS3bb2lp6c3e6zq6mopODhYvoScmZkp/f333/LlvWuuueaK+lpcXCwHpj///HOT7Rd/cC5YsKDF41x8ifbpp59usZ3hQ/G6665rsu3i583d3b3FQK+yslJydXWVAGnAgAFNtrcW3MbHx8vbfv311xb7KUmS9NRTT0mA5OXl1Wq7tuqMdJVffvlFPkZRUVGT7a+88oocNGZlZTV7jMGDB0uANGTIkGa3t9bH0NBQCZBcXFykioqKZvfXarVSSEiIBEiOjo5SbW1to+0Xvz6LFi26zCNum44Gt2FhYXJfLk39uVxw2xZz586VAGn27NlNtr355pttei8+9thjbQ5up0yZ0uG+Xmzp0qUSIA0aNKjZ7RcHt4mJic22ufj9bmVlJRUXFzfbbvXq1XK7kydPdkr/BUEQ/ol6fVqCwcUpB2VlZdx6663ccccdSJKEh4cHX3/9dZuP1dDQQE5ODmfOnOH06dOcPn2a3NxcnJ2dgQuXGFtz0003tbhtyJAh8s8LFiy4bLu0tLRWzzV//nysrKya3WZjY8P8+fMBSExMRK1Wt3qsi/3666/Ahef16quvbrXthAkTAMjNzSU7O7vN5+gs1dXVZGRkkJCQIL9eF6eeNPd6LVq0CKVSiV6v59tvv22yPTY2lvj4eLlte+Tm5nLmzBngwutja2vbbDulUsldd90FQGlpKcePH2/xmLfeemu7+tDZbGxs5J+vdFJTYWEhZ8+elV+r06dP4+rqCjT/WhkmVzo7O7f6Xrz99tvb3IeOPJ+lpaWkpqY2ep85ODgAF36/GhoaWtw3LCyM0NDQZrdd/Ddh+vTpODk5tXgMg8v9XRAEQejN/jF1bl988cVGM5U7IiIigldeeYVnnnmmUeWENWvWyB+eLWloaODLL79k3bp1xMXFtTqL/XIzpPv379/iNsOHYVvbXS6QGDFiRKvbR44cyX//+18ATp8+Lef9Xk5MTAwANTU1mJq2/W2Ul5eHr69vm9t3VFFRER988AH/+9//OHv2LJIktdr2Ut7e3syYMYM///yTb775huXLl8tVCeDCewbA3Nxczotsq9OnT8s/X5zD2ZyLt58+fZrRo0c32+7iAMgYLn4f2tnZtXv/gwcPyvnsJSUlLbZr7rUyPJ/h4eEolcoW9x08eDAqlYq6urrL9qetz2d8fDwffvghW7dulSsyNEev11NaWtpi7ebO/JsAV/4FQxAE4Z/sHxPcdpannnqKNWvWkJKSAlyYPDRz5sxW9ykpKSEqKorY2Ng2neNy5bVaGkkFMDExaVc7nU7X6rla+jA1cHd3l39uLai41OUmyLSkrRN6rkRsbCwzZsyguLi4Te1ber3uvfde/vzzT1JTU9m/f788Al1XVyeX/br22mvlEfu2uvh5vvj5b46Hh0ez+13K2KuxGYJOU1PTFkeiW/LSSy/x8ssvt6ltc69VaWkpcPn3ulKpxNHRsdUg1KAtz+eqVatYvHhxmydjtvZ3oTP/JsDl/y4IgiD0Zv+atASDbdu2yYEtwIEDBy4bjD766KNyYDt37lx+++03MjIyqKmpQa/XI13IXZZHJFsbJexuF482NqejfTV8ePbp04f4+Pg234YPH96h87VVfX098+fPp7i4GDMzMx5//HH27t2LWq2mtrZWfq1SU1PlfVp6DmbPni0Hl4aRWoBffvlFDqjam5Jwqc56fVobsexqBQUF5ObmArS7OsOuXbvkwDYwMJCVK1dy6tQpysrK0Gq18uv1/PPPd3q/W3O55zMpKUkObN3c3Hj33XeJjY2luLiY+vp6ud+GSi3Qs/4uCIIg9Gb/qpHbwsJCORixs7OjoqKCpKQknnzySfnS/KUqKirYsGEDALfccgvr169v8fiGgKcnyc/Pb3X7xSOwLeXyNccwWpmfn09ISEi7UhO60t9//y3nG/73v//l3nvvbbZdW14rU1NT7rjjDt5++202btzIJ598go2NjRzo+vj4EBUV1e4+Xvw8X24U8eLXrz2vT3fasWOH/PO4cePate9XX30FXLikfujQoRZHX1t7vQyjsZe7mqDT6Trtd/Sbb75Bq9WiVCrZs2dPi/myPfFvgiAIQm/3rxq5vfvuu8nPz8fExIRffvlFnti1cuXKZldWAjh79qw8EaS1iWDJycltXkWpOx07dqzN2wcNGtTm4w4dOhS4kGZgqNXaEyQkJMg/t/Z6GXKGL+eee+5BoVBQXV3Nxo0bycnJkYO5O+64o9Gl4La6+Hk+cuRIq22PHj3a7H49hSRJfPzxx/L/r7vuunbtb3i9pkyZ0mpaQWuvl6HO9IkTJ1q9HB8fH9+mfNu2MPS7tYlg0Pb3mSAIgtB5/jXB7eeff87vv/8OwBNPPMHkyZP57LPP5FSCu+66i8LCwib7XZxP11q+6Oeff97JPe4cGzdubDHtorq6mp9++gmAAQMGtHkyGVzINTV45513rqyTnagtr5der+fLL79s0/H69u3LxIkTgQupCd9++y16vR6FQiFXMmgvLy8vOSDauHFji5N/dDqdvHyuo6Mjw4YN69D5utLbb78tB+DDhg1jxowZ7drf8Hq19rt14sQJDh8+3OL2qVOnAlBcXNxk+eqLrV27tl19a01b+p2XlydXFREEQRC6z78iuE1JSeGJJ54ALoy0GFbwcXBw4Ntvv8XExIT8/PxmL2H37dtXzots6cNxy5YtfPLJJ13U+yuTl5cnP/ZLPf744/Kl3AceeKBdxx0xYoR8Sf7PP//kxRdfbLV9RkYGP/zwQ7vO0RH9+vWTf26uhBfAM88802pZrUsZVizbv3+//DpPnDiRoKCgDvfTsFJeYWEhDz/8cLP5mC+//DKJiYnAhcltKpWqw+frbFVVVTz55JM888wzwIWJTu0pp2dgeL0OHDjQbPmqwsLCy1ajuOOOO+Tn5rHHHmv2S+qhQ4daTD3qCEO/U1JSmg28a2pquOWWWy6bzy8IgiB0vp6RKNkGBQUFjUootcTS0rJR0NHQ0MCtt95KTU0NFhYWrF+/HnNzc3n75MmTefzxx3nvvff49ddf+eqrrxoFuc7OzsyaNYs//viDP//8k5kzZ3L//ffj5+dHQUEB//vf//jmm28IDAykrKys2Q9WYxo+fDifffYZ6enpLF68GF9fX7Kzs/nss8/Yvn07cCHFYPHixe0+9po1axg+fDhqtZpXXnmF7du3s2jRIgYPHoyFhQXFxcWcOnWKbdu28ffffzN37lxuvvnmzn6IjcyYMQM3NzcKCgpYvnw5mZmZXHPNNbi4uHDu3Dm++uordu3axdixY9ucTnH99dfz8MMPU1paKufAXulEssWLF7N+/XoOHTrEt99+S2ZmJg8++CCBgYGo1WpWr17Npk2bAAgKCur2CVUNDQ2Nft8aGhooKysjIyODgwcP8vPPP8vLKdvb27N+/Xo5VaU9br/9dn7//XeqqqqYOHEi//nPf4iIiECSJKKjo/nggw/Iy8tj9OjRHDp0qNljeHl58eKLL/Lss8+SlpZGREQETz/9NCNGjKCuro7t27fz/vvv4+XlRXV1NYWFhZedyHc5t912G5988gl6vZ5Zs2bx1FNPMWbMGCwsLIiNjeXDDz/k7Nmz7XqfCYIgCJ2ku1eNaI+OrFAWFhbW6BgXL2G6YsWKZs9TV1cnr7BkbW0tnT17ttH2rKwsyc/Pr8Vz+vn5SQkJCfJqQ5db/ailVdQk6fJL3hq0turTxc/b9u3bpaioqBb7HhISIp0/f77DfcnIyJBGjBjRptfmrrvuavUxtdXlVijbtm2bvBxrc7dJkyZJp0+flv+/Zs2ay57zoYcektvb29tLNTU1l92ntT5K0oVV7caOHdvqcxYaGiplZGQ0u39b3yvtcfGKWZe7KZVKad68eS32z+ByK5TdddddrZ7jo48+uuxj1ev10v3339/icVxcXKRjx45Jvr6+EiAtXry4yTHa+jtq8PLLL7f6/DzxxBOXPWZrfzMudrn3kiRJUnp6erve04IgCL1Vr05LOHDgAG+99RYAUVFRPPzww822Mzc3Z/369VhYWFBdXc3ChQsb5W76+vpy/Phxli1bRv/+/VGpVNjb2xMWFsaLL77IiRMnGDBgQLc8pvYyNzdn69atrFy5ksjISBwcHLCysmLw4MG89tprHD9+HC8vrw4f39/fnyNHjrB582Zuuukm+vTpg5WVFWZmZri6ujJmzBieeOIJ9u7d26gsUleaMWMGMTExLFy4EC8vL7kvEydO5Msvv2TXrl1YW1u365i33Xab/PNNN92EpaXlFffTycmJffv2sW7dOmbOnIm7uztmZmY4OzszadIkPv30U06cOIG/v/8Vn+tKWVlZ4enpyeDBg1m4cCEff/wxWVlZ/O9//7vi/q1evZp169Yxfvx4bG1tUalU+Pv7c9tttxEdHc2jjz562WMoFAo+//xzfv31V6KionBycsLCwoK+ffvyyCOPEBcXx/Dhw6moqAAujDZfqRdeeIE//viDqKgoHB0dMTc3x8fHh3nz5vHXX3/x3nvvXfE5BEEQhPZTSJIovtjb7Nmzh8mTJwOwe/duJk2aZNwO9QKrVq2Sc2+PHDnCyJEjjdwjob1ycnLkCaRff/01d999t5F7JAiCIHSFXj1yKwidZfXq1cCFclwisP1nunhCY2RkpBF7IgiCIHQlEdwKwmVER0cTHR0N0KGJd0LXq66uRq1Wt7g9Li6OV199FYCIiAi5Nq4gCILQ+/xjqiUIQnfKzMykrq6OxMREHn/8cQDc3Nw6XNtW6FqFhYWEhoYyd+5cZs6cSXBwMCqVitzcXLZt28aqVavQaDQoFAo++OADY3dXEARB6EIiuBWEZkycOJHMzMxG933yySdYWVkZqUfC5dTW1vLjjz/y448/Nrvd3Nycr776igkTJnRzzwRBEITuJIJbQWiFra0tgwYNYvny5Vx99dXG7o7QAm9vbzZs2MDWrVuJiYmhoKCA0tJSrKysCAgIYNq0aTz88MM9ovKEIAiC0LVEtQRBEARBEASh1xATygRBEARBEIReQwS3giAIgiAIQq8hgltBEARBEASh1xDBrSAIgiAIgtBriOBWEARBEARB6DVEcCsIgiAIgiD0GiK4FQRBEARBEHoNEdwKgiAIgiAIvYYIbgVBEARBEIReQwS3giAIgiAIQq9xRcHtZ599RmBgIJaWlgwfPpwDBw602n7//v2MGDECKysr+vbty5dffnklpxcEQRAEQRCERjoc3P70008sXbqU5557jhMnTjBhwgSuuuoqcnJymm2fmZnJrFmzGDduHMePH+eZZ57hkUceYfPmzR3u/OUcOXKERx99lEceeYQNGzZQX1/fZecSBEEQBEEQjE8hSZLUkR0jIyOJiIjgv//9r3zfwIEDmTt3Lq+//nqT9s888wy//voriYmJ8n0PPPAAp06d4uDBgx3pQqu2bdvG3XffzZgxY1AoFCQkJHD33Xfz+OOPN9u+srKS7du3U11djbOzM8OGDcPLy6vT+yUIgiAIgiB0nQ6N3DY0NBAbG0tUVFSj+6OiooiOjm52n0OHDjVpP2PGDGJiYtDpdB3pRosKCgp45ZVXGDt2LOvXr+enn37ioYceYvny5S2OLKenp7Ny5Ur++9//cs011/Dee+91ap8EQRAEQRCErteh4LaoqAi9Xo+7u3uj+93d3cnLy2t2n7y8vGbba7VaioqKOtKNFiUkJJCYmMiyZcswNzcH4IYbbqBfv3789NNPAFw6YO3l5cUbb7zBihUrGDFiBD4+Ps22EwRBEARBEHquDgW3CoWi2fv1en2L2wBMTLqnOENsbCyurq70799fvq+6uhp/f3+ysrKApkGri4sLkZGR2NnZ0dDQgJ2dXZf3s7q6muLi4i4/jyAIgiAIwr9Fh6JNFxcXlEplk1HagoKCJqOzBh4eHs22VyqVODs7d6QbLcrMzMTLywsrKyv5Pq1WS2VlJZaWlkDT4NaQGpGTk4NCocDR0bHZdp0lJSWFxYsXEx4ejqOjI/fccw8VFRVdci5BEARBEIR/iw4Ft6ampgwbNoydO3c2un/Hjh2MGTOm2X0iIyPZsWNHo/u2b9/OiBEjMDU17Ug3WlReXo61tTVarVa+r6SkhOrqanx9fZvdxzDiXFhYiKmpKQ4ODo3u70xpaWk8+uijHD16lP/973+sX7+eU6dO8fbbb7e4T2fnJQuCIAiCIPRGHc4TePzxx/n6669Zs2YNSUlJPPbYY2RnZ7N48WIAnn32We688065/eLFi8nIyGDZsmUkJyezZs0aVq1axZNPPnnFD+JS9vb2aLVaqqur5ftOnz6NTqcjODgYaBq0GkZo8/PzUalU2Nvbd3q/DL7//nuys7NZv349I0eOZNasWcydO5eNGzdSVVXVpH1paSkrVqwgKiqKadOm8dxzz3Hq1Kku658gCIIgCMI/VYeD2/nz5/PRRx/x6quvMnToUA4cOMDWrVvlkVG1Wi3ntwIEBATwxx9/8PfffxMWFsZrr73Gxx9/zHXXXXflj+ISN954I7GxsWzatAmA4uJiPvzwQ4YMGcKwYcOApvm/F4/cWlpayiO3XeG3335j7NixDB48WL6vf//+WFtbExsbCzROh8jIyCAjI4MZM2Ywffp0YmNjeeyxx0SAKwiCIAiCcIkO17nt6V599VV+/PFHPD09qampoaGhgdWrVzN48GDef/99Dh8+zH//+1/c3NyAC5f9lUolixcvpri4mJUrV+Lq6trp/aqtrcXNzY3PP/+cW265Rb7/xx9/5JVXXmH9+vUMHToUSZKajC7r9XpMTEyorq5m3LhxDBgwgPXr13d6HwVBEARBEP6pOjfZtQd54okniIiIIC4uDlNTU2677TZ5UYaCggLS0tKwsLCQ28+ZMwcrKyv279+Ps7MzW7ZsITg4mFGjRqFUKjutXyUlJVRVVdGvX79G9+fm5lJbWytXeLg4sDUEuiYmJtTX12NtbU1ERAQlJSUUFBTIAbogCIIgCMK/Xa8Nbq2srJg1axazZs1qsu3tt99Gq9U2msg2btw40tLSmDhxIllZWTz99NNYWlpy9uzZTg1uMzMzcXNzazTZrbS0lDNnztCnTx+sra2bjNoafpYkCXNzc9RqNVu3bmXJkiVdmj4hCIIgCILwT9Nrg9vLubRCw7PPPtst53V2dsbDw4OdO3cyevRo4MKiE8eOHePmm28G/i/94NK0BIVCwf79+3niiScICAjgySeflBepEARBEARBELo4uJ0yZQpFRUWYmpqiVCoxMTGRb2ZmZqhUKszNzRvdLC0tsbKywtraGisrK/lma2uLnZ1dk5u9vX2njqx2JUmS6N+/P9OnT+fPP/8kMjKShoYGHn74YQYPHsxdd90FID8eQ5ALFxZ8eOedd/jhhx+YNm0a77//PiqVqtncXEEQBEEQhH+rLp1QtnHjRubPn88333yDra0ter0evV6PTqdDq9VSX1/f6FZXV4dGo6GmpqbRrbq6msrKSioqKhrdDCuiOTg44OTk1Ojm6uqKm5sbbm5uuLu7yz97enrKCzkYS35+Ps8//zwbN27ExsaGG2+8kSVLltC3b19WrlzJ/v37ef311wkMDATg6NGjPPTQQygUCv7zn/8wb968Lu2fJEns3buXEydOMGnSJMLDw7v0fIIgCIIgCJ2lS4PbnJwcfH19yc7OxsfHp1OPLUkS1dXVlJaWUlJSIt+Ki4spLi6mqKiIgoICCgoKyM/Pl3/W6XTY29vj7e0t37y8vPD19cXf3x8/Pz/8/f2xsbHp1P62pKKiAisrKzlNYvny5fz666/s3r0bV1dXPvnkEx599FEeffRRXnjhBXnltK6iVqt588032bBhA8HBwZw6dYqpU6eydu1arK2tu/TcgiAIgiAIV+ofG9x2hF6vp6CggG+++Ybjx48zZcoU8vPzOX/+PNnZ2WRmZpKZmUlNTQ2Ojo74+/vTp08fAgMDCQoKkv/18/Pr0lzXyspKbG1t0el0PPjgg2zatImSkhL69etHWFgYEyZM4Oqrr8bf37/Tz/3ggw9y5MgRHnjgAe6++25OnjzJTTfdxEMPPcSDDz7Y6ecTBEEQBEHoTP+q4BZAo9GwatUq/vOf/1BVVdXsSmUlJSVkZWWRmZlJeno6qamppKWlkZqaSnp6OjqdjoCAAIKDg+Vb//79CQ4OxsvLq0tyYHNzc9m3bx9///03x44dY8aMGbz11ludeo7a2lqcnJx48803efTRR+X7Z8yYgY+PD6tWrWqyT319PRkZGbi7u3fpqm6CIAiCIAht8a+rllBbW0tlZWWLQahCocDZ2RlnZ2eGDh3aZLtOpyMnJ4ezZ8+SnJxMSkoKv/zyC8nJyWRmZmJra8uAAQMYOHAgAwcOlH/29va+oqDXy8uLm266iZtuuqnDx7icTZs2YW5uzrXXXivfJ0kSvr6+FBcXU1tb26g2MFwIuj/++GM2bdqEq6srN910E/fddx/Ozs5ispsgCIIgCN2uS4NblUrV6N+eoLa2loqKCnlBh/ZSKpX4+/vj7+/PtGnTGm3TaDQkJyeTmJhIQkICe/fu5bPPPiM1NRV7e3vCwsIa3QYMGNAkWDSmX375hdGjRzcaZc/Ly6OyshKVSoWFhUWTgNXR0ZFFixZxzz33cPjwYb777juSkpL4/PPPjT5xTxAEQRCEfx8R3HYiS0tLwsPDm1QX0Gg0JCQkcPLkSU6ePMk333zDyZMnqaqqYuDAgURERMi3sLAwowWFJ06c4Oabb24UvKakpHDmzBnuv/9+4ELe8sWl1+zt7Rk2bBgA4eHhDBs2jClTpjB//nyuvvrq7n0AgiAIgiD86/0r0xKmTJmCr69vt53T0tKS4cOHM3z4cPk+SZLIzMzk+PHjxMbG8vvvv/Pss89SWVnJ4MGDGTVqFKNGjSIyMpLQ0FC53m1XMSwJXFFR0Sh43bt3Lzqdjjlz5gA06odOp0OpVKJWq/H09ASgrq6OwYMHk5qa2qX9FQRBEARBaM6/MrgdOHAgISEhRu2HQqEgICCAgIAA5s2bR0VFBR9++CGrV6/mhRde4MiRI6xdu5ZHHnkEpVLJyJEjCQ8PJygoiJtuuqlTS4JJkoSNjQ3h4eFs3rxZrtbw999/8/3333P11Vfj5+eHJEmN0hIMQfCiRYs4fPgwEyZMoLy8HG9vb6ZPny4fW+TdCoIgCILQXbq0WkJFRQX29vaUl5djZ2fXVadpl0OHDuHh4UGfPn2M3ZVGsrKyePXVV6msrOTHH38ELgSGubm57N69m71795KQkEBqaiqFhYUMGjSIsWPHMm7cOMaNG9cpZcFSU1O58847KSgoYMiQIRw8eJAJEybwxRdfNFsJwRC4lpWVsW3bNj744APGjh3LO++8g5mZ2RX3RxAEQRAEob3+dcHt7t27CQ0NxcPDw9hdaeTkyZM89thjXHXVVSxYsICMjAwyMzPRaDRyGxMTE7y8vPDz8yMlJYWDBw9y4MABjh8/jo+PD5MmTZJvHQ12a2pq+PHHHzl27Bhz584lMjISe3t7Pv30U06dOsXzzz/fJKXDEORu3LiRZcuWsW3bNqOPjAuCIAiC8O/0r0xL6EkVCuBCnurp06c5ceIEI0aMYNu2bfI2c3NzfH19CQgIwNfXV148YtCgQfIyvFVVVURHR7Nnzx6++OIL7rnnHnx8fJg8eTLTpk1j6tSpuLu7t6kvVlZWLFq0iEWLFsn36fV6kpKSiI6OxsnJCYAff/yRsLAwQkND5XYRERHY2tpy6NAhQkJCREqCIAiCIAjd7l81cqvX6/n999+ZMWOG0QPcqqoqMjIyyMjI4Pz585w8eRITExNCQkLk1dECAgLw8vJq92Sy6upqDh48yN9//83OnTuJi4tj4MCBTJs2jWnTpjFx4sQOLaWbk5ODj48P1dXVvP7668TGxnLdddcxc+ZMysvLeffdd9m7dy9///03/fr1a/fxBUEQBEEQrtS/Kritqalhx44dzJkzp8urDzSnqqpKXumssLCwUb/y8/OZN28eAQEBuLq6dup5i4uL2b17Nzt37mTHjh3k5OQwYcIEZs6cyVVXXUVoaGibR1gNo7EFBQV89dVXrFu3Tl4auKGhgcWLFzca9e0qer3eKK+hIAiCIAg9278quC0pKeHo0aPMnDmzQ/trtVpOnjzJ+fPn8fDwICAgADc3t1b3qampkQPa/Px8+X6FQiEfQ5IkKisrGTt2bIf61V7nzp1j69atbNu2jd27d+Pq6srMmTO5+uqrmTZtGlZWVu06XmFhIWlpaYSGhnb569zQ0MDRo0f59ddfSUpKYuHChcyfP79LzykIgiAIwj/Hvyq4zc3NJSUlhUmTJrV73/r6enbv3k11dTWBgYFkZmZSV1dHWFgYwcHBLeaXJiYmcuDAAfn/np6eBAUF0adPH3mxhri4OFQqFQMGDOjwY+sojUbD/v37+fPPP9myZQvnz59n6tSpzJkzh6uvvrrRamU9wZtvvsmqVavw9PQkMjKS7777juuvv55PPvlE5PcKgiAIgvDvCm7T0tIoLCxk1KhRHdr3wIEDzJ07Fzs7O3Q6HYcPHyY7O5trr722xVXFNBoNO3bsIDAwkD59+jSb67p7926Cg4O7ZNW09pAkiaSkJH7//Xd+//13Dh06RFhYGNdeey3XX389AwYMMGoAefbsWYYMGcILL7zAww8/jI2NDVu3buX+++/n119/ZejQoUbrmyAIgiAIPcO/KmnxSiolVFdXY2tri62tLXBhAYOQkBCUSiWnTp0CLgSHl7K0tOSaa65h0KBBzQa2Wq2WyspKHBwcOtSvzqRQKAgNDeWpp55i//795Ofn8+CDD7JlyxbCw8MJDg7mP//5D0eOHEGv13d7/5577jnCw8O55557sLGxAWDcuHGUlZVRUVHR7f0RBEEQBKHnEcFtO/ZVKpWNgigHBwf69OnD2bNnATo0qllRUYGZmVmLI7/G5OzszJQpU5gwYQLDhw/n7bffRq1WM3PmTPz8/Fi6dCnR0dHdEugWFxfzyy+/8MgjjzSacBcTE0O/fv3Izs7u8j4IgiAIgtDz/auD28rKSjnfND4+nqqqqib7GEZj/fz8KC4ubtRGqVTi6emJiYkJ58+f71CfSktLcXR07LH5omq1mqNHj3LDDTdw3XXXsXbtWgoKCvj666+prKxk9uzZ+Pv789hjj3Ho0KEuC3R//PFHnJ2dGT9+fKP7ExMTqa6ullMSLh09v/j/lZWVHX6dBEEQBEH4Z/jXBbcqlQq4MMN/27ZtaDQa3NzcSEhI4K+//qK4uLjRPoag093dHQsLCzIzM6mvr5e3W1lZYWFhQW1tbYf6VFZW1iNSEprT0NBARkYGhw8f5rrrrpPvNzMzY+bMmaxatYq8vDy++uorysvLmTVrFoGBgTzzzDOcPn26U/uSlJTEyJEjGy0DfO7cOXbt2kVQUBADBw4EGo+e6/V6FAoFWq2WL774gunTp+Pr68vKlSs7tW+CIAiCIPQc/9rgNi0tDaVSSVRUFMOHD+f6669HkiTi4+NpaGhotJ9h9G/w4MFkZ2ejVqvlbXq9nuLi4kZBV3v05OA2Pz+fhIQEQkNDCQwMbLaNubk5M2fOZPXq1eTn5/PJJ5+QkZHByJEjGTJkCG+99RaZmZlX3Jd+/fpx+PDhRsHr5s2bOXv2LIsXLwZAp9M12kev13Py5ElmzZolL7vct29f+bEYI29YEARBEISu1euD25ycHI4dO0ZJSQkNDQ1YWVmh1+spLCxsVObKzMyMAQMGUFpaSkZGBtD0EndoaCiOjo4cOXKEs2fPUlZWxunTpwkICOhQcNvQ0EBVVVWPDW7VajXz589n8+bNbWpvbm7OnDlz+OGHHygoKOCpp55i37599OvXj0mTJrFmzRoqKys71JdJkybh5eXFmjVrOHfuHO+99x4ff/wx06ZNY86cOXI7Q8CanZ3NkiVLePDBB5k4cSIfffQRlpaWeHl5yXWOxSIQgiAIgtD79NpP94qKCnbt2sWePXs4ceIEOTk5KBQKzM3NMTExQaFQUF1dDfxfEOvr64u1tTU5OTnA/13iVigUSJKEUqlk7NixeHh4EB8fzy+//EJpaSlhYWGYmZm1u49lZWVYWloafSng5uh0OvLz8/H3929x1LY1NjY2LFy4kD///JOcnBzmzp3Lxx9/jLu7OwsXLmTHjh1NRlpbM2TIEB555BHefPNNJk6cyNq1a7nrrrt455135DZKpRITExOysrIYMWIE/v7+7Nq1i+XLlxMXF8fevXu56aab5McnCIIgCELvY2rsDnSVuro6OTf02LFjJCYmYm1tLQesAQEBxMbGNlrG1cbGBgcHB4qKiqisrMTW1paGhgbS09NRqVT4+/tjbW3NhAkTqKqqQqFQNFveq616ckpCYWEhKpWqU+oTu7m5sXTpUpYuXcqpU6dYu3Ytt912G2ZmZtx1110sWrSIgICAyx7nzjvv5M477yQuLg5fX19cXFwAeOutt9BqtSxduhQbGxtOnjxJQUEBGzZsYNCgQcyZM4djx45hYWHBggULADFqKwiCIAi9Va/9hHdycmLYsGG4uLgwdOhQsrOzG+XSent7o9PpSEtLA/5v9NbZ2Zny8nKUSiVw4TJ3XFwcZ8+ebZSjaWNjc0WBLfTs4FatVuPp6dnpVRyGDBnCe++9R05ODitXruTUqVP079+f6dOns2HDBurq6i57jKFDh8qBbUFBAbt372bXrl1y7dvZs2eTlJTEVVddxX333YeLiwurV69mypQpODo6Ah0r2yYIgiAIQs/Xa4NbpVIpBzseHh6YmppSWloqX462t7cnKCiIEydOoNFo5GBHq9VSV1eHubk5ACqVilGjRjFq1KhOH+3rqcGtXq8nLy8PT0/PLjuHqakpc+bM4ZdffiErK4tp06bx/PPP4+XlxeOPP05KSkqbjuPm5savv/7KF198AVxIN1AoFPTv35+3336b06dPM3HiRAoLC3n//ffZunWrSEkQBEEQhF6sXdFaZWUlS5cuxd/fH0tLS8aMGcOxY8e6qm+d4uI6tfn5+XKdWoVCwYgRI6itrWXfvn2cP3+e4uJizpw5w5AhQzA1NZX3DQgIkFcm6yx1dXXU1NT0yOC2pKQEuDD63R08PDz4z3/+Q3JyMps2bSI/P58hQ4YwdepUNm7c2Kj0WnMsLCzo378/gDzibnjtCgsL0ev1zJs3j9jYWPr37y+3EQRBEASh92lXcHvPPfewY8cO1q1bR3x8PFFRUUybNq1HF8Y3jMj6+vqi1+sblfGytLRk8uTJSJLEoUOH+PXXX7G1tSU4OLjRvl2hvLwca2treYS4J+mqlITLUSgUTJw4kfXr15Odnc2MGTN4+umn8fPzY/ny5e1ahczQ94MHD7Jv3z7uuOMOhg4dSp8+fbqq+4IgCIIg9AAK6dJ6Vy3QaDTY2try66+/cvXVV8v3h4eHM3v2bF577bUm+1RUVGBvb095eXmnTEzqKEmSiI6OJiMjA3t7e6ZMmYJGo6Gurg4vLy8kSaKkpAR7e3tMTbtnjl1ycjKVlZUMHz68W87XVpIksWPHDsLCwnB3dzd2d9Dr9ezcuZOVK1eydetW5syZw8MPP8yECRPaFHxrNBp++eUXbr755m7orSAIgiAIxtbmkVutVotOp2tStsrS0pIDBw50esfao7q6moKCglbb1NbWMmjQINRqNb/++iubNm0iNzcXSZJQKBQ4Ozt3W2ALPTfftry8nIaGBnnClrGZmJgQFRXFL7/8QnJyMoGBgVx33XWEhYXx5ZdfUlNT0+r+lpaWIrAVBEEQhH+RNge3tra2jB49mldffZXc3Fx0Oh3fffcdR44caXSpvztVVlayf/9+fvjhB/bs2dNk0QUDnU7HiRMniI6Oxtramv79+7Nw4UKGDx9utFnzZWVl8sz9nkStVuPu7t4j81IDAgJ45513yMnJYfHixbz++uu4uLjw7LPPkpuba+zuCYIgCILQA7RrqHLdunUsWrQIb29vlEolw4YN45ZbbuH48ePNtjcEvb/++itWVlbAhVxIlUqFSqXCxMSk0U2pVDZ7MzMzw9TUFFNTU8zMzKipqeHMmTNkZGTIhfstLCyora3F0tKyST+0Wi16vZ4JEyYwcODA9j5HnU6j0VBbW9vhJXu7klqtlnOOeyorKysmTpzIgQMHyM3NJT4+nsDAQBYsWMBjjz1GeHi4sbsoCIIgCIKRtCu4DQoKYu/evVRXV1NRUYGnpycLFixocZKOs7MzALfffnuj+1euXMkNN9yAXq9vcjOkPxhu9fX11NTUoNVqKS0t5cyZM2RlZcnbnZ2d6devHyqVisOHD8uBs0qlwtzcHJVKBUD//v3p27evnIZgTGVlZdja2nZrGkRbVFVVUV1djZubm7G70iqtVktiYiJbtmxh27ZtjBkzhuTkZFasWMGYMWOIjIxk2bJlzJw502ivdUVFhVHzzAVBEATh36rNE8qaU1paSp8+fXjnnXe47777mmw3TCjLzs5u9EFvYWHRrioBFRUVHD9+nLNnzzYq7RUeHo6joyP19fU0NDRQV1dHfX09dXV1jW7V1dVoNBoAeZTX0tJSvllZWTX6uauDzjNnzqDRaBg2bFiXnqe9zp49S3FxMZGRkcbuSqvS0tL46KOPOHz4MEeOHGkUwBYXF/PZZ5/x8ccf4+npyVNPPcX8+fM7tDxyR5w4cYJ169aRkJBAeXk5L7/8MlFRUd1ybkEQBEEQ2hncbt++HUmSCA4O5ty5cyxbtgyVSsWBAweaDR6utFpCZWUlx48fJyUlpVFQGxERgaura5uPk5OTQ1paGmPGjKG2tpba2lo0Gg01NTVoNJpGP+t0OlQqFdbW1o1uhhXJOiNIOnToEO7u7gQGBl7xsTrTvn378Pf3x9/f39hdaZEkSezatYtnn32WpUuXcssttzTbTqPR8O233/Lee++h1Wp5/PHHufvuu694VbnWJCcnM3fuXMzNzVmwYAEajYZPP/2UTz75hIULF3bZeQVBEARB+D/tGqIsLy/nmWeeIScnBycnJ66//npef/31Th8Vq6qqkoNaw5K3vr6+REREdOiSeW1tLRYWFpiammJjYyOvXHYpSZLkxRWqq6uprq6mqqpKXvyhoaEBlUolH8PW1hZbW1vs7OxQqVRtugQuSRJlZWU9Lq9Vo9FQVlbGqFGjjN2VVuXn56PT6di7d2+r7ztLS0sWL17Mvffey6ZNm3j77bd59dVXeeyxx3jwwQe7JN954cKF+Pj48MknnxASEgJceC///PPPLFiwoNtGjwVBEATh36xdwe38+fOZP39+V/WF6upq4uLiSEpKkoNaHx8fIiIirqjmqiG4vRyFQoGFhQUWFhbNrs5VX19PVVUVlZWVVFVVUVhYSFpaGjU1NZiZmcmBrp2dHfb29tjZ2TVJcaipqaGhoaHHTSbLy8vDyclJzlHuqVJTU+nTp0+zEwebo1QqufHGG7nhhhvYsWMHr732Gu+88w4PP/wwjz76aKeVPPviiy84c+YMe/fubfTFxd7enrS0NBHYCoIgCEI36REzmurq6jhx4gSnT59Gp9MB4O3tTUREBB4eHld8/Nra2k6Z3GNubo6Tk1OTwFer1VJVVUVFRQUVFRWo1WqSkpKor6/H2toae3t77O3tcXBwQKPRYGdn1+NKbRlWJevJysvLKS0tZcSIEe3eV6FQEBUVRVRUFPv27eP1118nICCABx54gCeffPKKF6x45ZVXWLx4McOGDZNH8KuqqsjKyqJ///5igpkgCIIgdBOjBrc6nY7ExESOHz9OXV0dAB4eHowYMaJTA63a2tourQBgamqKg4NDo0UZDCkOFRUVlJWVUV5eTmZmJjU1NSiVSo4ePYqjoyOOjo44ODgYtXJCfX09RUVFhIWFGa0PbZGamoqPj88VL1k8YcIEJkyYwLFjx3j11VcJDAxkyZIlLFu2rEPvk99++w2AG264oVFqSmxsLImJiURFRTUb2JaWlvLLL78wbdo0fH19O/6ABEEQBEGQGS2iSktL48iRI1RWVgLg6OjIqFGj8PPz6/RztTUtoTNdnOJwccC0f/9+HB0dMTc3p6SkhNTUVOrr67G1tcXJyQlHR0ecnJywtrbutjJW+fn52NnZdelkqytVW1vL+fPnmThxYqcdc8SIEfz222/Exsby0ksvyUHuk08+2e4g18zMrFGKQ35+Pps2baK0tJSHHnoIuLCUsInJ/62bsn//fu6++24A7r//flauXGn0MnWCIAiC8E/X7cFtXl4ehw8flpfLtbKyYvjw4fTv37/RB39nMkZw2xxJkqioqGDIkCFyzq0kSdTW1lJSUkJpaSmZmZmcOHFCToFwdnbGyckJe3v7Lnt+/gkpCRkZGbi4uHTJpf2IiAh+//13YmJi5CD3kUceYdmyZW1aRc7T0xNJkhotBbxq1Sr27dvHkiVLcHNzQ6fTNUpFyc/P55VXXuHee+9l6dKl3HbbbdjY2PD666+zdOnSTn+MgiAIgvBv0W3BbXl5OUeOHCEjI+PCiU1NCQ8PZ8iQIV16Sb6hoQGdTtcjgtuqqir0ej22trbyfQqFAktLS7y9vfH29gYupGuUlZVRXFxMYWEhycnJSJKEk5MTLi4uuLi4dFqwq9PpKCgokGf390Q6nY6MjAyGDh3apecZPnw4W7Zs4ejRozz33HP06dOHZcuW8eijj7ZYYQMgODiY4cOHM2/ePBYtWkR0dDSxsbHcfvvtPProo03a19fX89dff3H8+HFeeOEFQkNDiYmJYdWqVURHR1NXV9fjJ/YJgiAIQk91RYs4XI6hzu327dvJyspCr9ejUCgICQkhIiJCXpK3K1VWVrJnzx5mz55t9Eu+2dnZpKenM2HChHbtZxjxLSoqoqioiOLiYiRJwtnZGVdXV1xdXbG1te3Q41Or1SQkJDB16lSjPz8tycrK4uzZs0yZMqVb+7h7926WL1/OuXPnWL58Offff3+rX5Leeusttm3bRmBgINdddx1z5sxptl1tbS1//fUXmzZt4uDBg4wbN46PP/640ZceQRAEQRA6pkuD26NHjzJq1Cg++ugjLC0t8fPzY9SoUW261NtZCgsLOXHiBNOnT++2c7YkPj4eSZIYMmTIFR3HEOwWFhZSWFhIcXExpqamcqDr5ubW5pHq48ePo1KpGDhw4BX1qatIksSePXvo06cPAQEBRjn/H3/8wXPPPUdpaSmvvvoqt956a4vVLi5OP6ioqOCjjz4iMjKSqKioJks/6/V6jhw5wmOPPcaiRYuaXeVPEARBEIT26Zokzv/PUKvW2dmZ2bNnM3PmzG4NbKHn5NvChdnxnfH4FQoF9vb29O3bl9GjR3PVVVcxfPhwrKysSE9PZ/v27ezZs4czZ85QXFwsvw6X0uv15OXl9eh826KiIjQaDT4+PkY5v0KhYPbs2Rw/fpw33niDF198kWHDhrF161aa+154cdAbExPDV199xd9//93i8UePHs2wYcN477335CWiBUEQBEHouC7NuTXkcc6ZM8doixb0lOBWr9dTXl7eqFxYZ1EqlXIubmhoKHV1dRQUFFBQUMDRo0eRJAk3Nzc8PDxwc3OTS2kVFxdjYmLS7V842iMtLY2AgACjlkoDMDEx4dZbb+WGG25g5cqVLFy4kLCwMN5+++0W6+5OmTKFTZs2ycss//7775ibmzNz5kwkSZJzpv38/HBzc6O6urrNi1MIgiAIgtC8Lo0YDB/exszl7CnBbWVlJQqFotWJSZ1FpVLh6+uLr6+vvNxvXl4eZ8+e5fjx4zg5OeHh4UF5eTmenp49Nte2qqqKgoKCK07j6EwqlUpOI3j77beZNGkS1113HW+++WaztWoNgW99fT0JCQns3LlTLnsHcO7cOY4fP46VlVWnrZYmCIIgCP9mXZqW0BP0lOC2rKwMBweHbg8kFQoFjo6OhIaGMnnyZKZPn463tzeFhYXk5ORQUFBAUlIS5eXlzV5mN6a0tDS8vLx65Gimvb09b7zxBklJSfIkyeeff56qqqpm25ubm7N06VICAwOZOnUqd999N8uXL2fGjBkkJiby+OOPA7SYQiIIgiAIQtv0+uC2rq6uxwS3PeHyv6WlJX369CEkJASlUklISAiVlZXs37+fnTt3kpCQQGlpqdED3YaGBrKysuRL+j2Vr68v69atY/fu3ezevZt+/fqxevVqeRnpi1laWvLVV19x6NAhNBoNOTk5TJkyhS+//JKZM2cCdFktY0EQBEH4t+iWUmDl5eVdUny/LXbu3ElYWBiurq5GOb/Bnj176Nevn1zL1tgSExPRaDREREQA/1fvNjc3l7y8PMzNzfHy8sLLy8soI87nzp1DrVYzfvz4bj3vlZAkiXXr1vHkk09iZmbGxo0bGTNmTIvtGxoaMDMz68YeCoIgCELvZ9xZOl3MsPqXsUdudTodFRUVXTKZrKPUajWhoaHy/5VKJZ6ennh6eqLT6SgsLOT8+fNER0ejUqnw9vbGx8enW2qx6vV60tLSGDRoUJefq7MFBgYSGBiIUqkkKiqKuXPn8vbbbzf7pUYEtoIgCILQ+Xr1NVCtVtsjVierqKjA1NS0WxataIvKykpqampwc3NrdrtSqcTDw4OIiAhmzpzJgAED5MUw9uzZw7lz57q0bFVeXh4AHh4eXXaOrqBWq9mxYwepqan88ccfJCUlodfrCQkJ4c0336Surs7YXRQEQRCEXq9XB7cajQalUmn0MlKGfNueUpVArVbj5ubWpudFqVTi5eXFyJEjmTlzJoGBgRQUFLBjxw6io6PJzs5Gq9V2av9SU1MJDAz8R+Wf6nQ64uLi+Pbbb3n99ddxcHDAx8eH77//nj///JOffvqJwYMH89dffxm7q4IgCILQq/1zoocOMKQkGDuoLC0t7XEpCR1ZuMHMzAw/Pz/GjBnD9OnTcXV15ezZs2zbto24uDiKioqueCJaaWkp5eXl+Pv7X9Fxultqaip5eXmEhoZy9913N9o2fvx4YmJieOSRR5g/fz433ngjOTk5RuqpIAiCIPRuvT647QllpAxlwHoCjUZDeXn5FV/yt7S0pF+/fkyePJmxY8eiVCo5evQou3btIiUlhdra2g4dNzU1FX9//39UPqpGoyElJYW5c+eydevWZpfmVSqVPPTQQyQnJ2NpaUloaCjvvvsuDQ0NRuixIAiCIPRevT64ValURu2DVqulsrKyxwS3arUaZ2dneZWyK2WooztkyBBmzJhBaGgoRUVF/PXXXxw5coS8vLw2127VaDSo1Wr69OnTKX3rLomJiXh4eODs7HzZtu7u7qxdu5Y//viDb7/9lmHDhhEdHd0NvRQEQRCEf4deH9waezJZeXk5KpWqR4wgQ8dTEtpCqVTi7e3NmDFjmDZtGvb29pw6dYodO3aQnJx82Ulo6enpuLm5dcsqbp2lpKQEtVrNwIED27XfhAkTiIuL49Zbb2X69Ok88MADlJWVdU0nL2Ls+sWCIAiC0NVEcNvFesriDXBhQYvi4uIuC24vZmVlRUhICNOnTycsLIzS0lJ27NjB0aNHKSgoaBJkabVaMjIyCAoK6vK+dRZJkoiPj6dfv34d+vJiZmbG008/zalTp0hLSyM0NJSffvqpSwNQhUKBJEmUlpZ22TkEQRAEwZh6dZ3bnhDc9qTJZHl5edjb23frKLJCocDDwwMPDw9qamrIyMjg+PHjmJqa0qdPH/z8/DAzMyM7OxtLS8s2XdrvKbKysqivr6dv375XdJygoCC2bdvGDz/8wMMPP8zatWv57LPP8PX17aSeXqDT6fjss8/YuHEjJiYmeHh4sH79+n9UVQpBEARBuJxe/anWE5be7UmTyfLy8rpl1LYlVlZWDBgwgOnTpxMcHExOTg7bt2/n5MmTnDt3jqCgIKNXtmirhoYGzpw5w8CBA5udQNZeCoWCW265hTNnzuDq6sqgQYP44osv2pyv3Bbz5s1j5cqVuLu7c++995KXl0dERASFhYWddo7OItInBEEQhI7qtSO3PWF1svr6eqqrq3tEcKvVaikoKGDAgAHG7gpKpRJfX198fX0pLS0lMTGRmpoacnJysLCwwNXVtccHucnJydja2nb6lwUnJyfWrFnDzTffzH333ccPP/zAV199Rb9+/a7ouMuWLWP37t38+OOPzJo1C4CxY8dy7bXXcvbsWaMuT52enk56ejoZGRkMHToUb29v3Nzc0Ol0nfLFQRAEQfh36bUjtw0NDej1eqMGt2VlZVhZWRm9YgNAQUEBVlZW3bJ8bnsYFrfo27cvTk5OxMbGsnv3bjIzM9HpdMbuXrMqKytJT09n8ODBXRaER0VFcfr0aYYMGUJ4eDjvvfdeh5+PXbt28f777/Ppp59y1VVXyff7+vqSkpJCRkZGJ/W6fXQ6HT/88AMRERHMmjWLBx98kPnz53PNNdcQFxeHUqns1JFrQRAE4d+h1wa3tbW1mJqaGnV1sp6UktCVVRKuREVFBcXFxfTt25eQkBCioqIICgoiNTVVrrJQX19v7G42kpCQgL+/P3Z2dl16HhsbGz7++GP++usvvvzyS8aPH09KSkq7jiFJEo888gi33HILN954Y6Ng/Mcff6RPnz5GK722cuVK7rjjDqZNm8bPP/+MRqNh3bp1jBs3jkmTJhEXF4eJiYlIURAEQRDapVcHtyLf9gK9Xm/0fNuWpKWl4ePjI49uK5VK/P39mTx5MkOHDpVr5p4+ffqypcS6Q35+PiUlJYSEhHTbOceOHcuJEycYNWoUw4YNY8WKFW0e0TQEiDfffHOjiYTnzp1j+/bteHh40L9//67qeouio6NZunQpt99+O++//z6zZ88GYOTIkbz33ns8/vjjPPTQQ+Tn5/f4FBVBEAShZ2lXcKvVannuuefo06cPlpaWBAYG8sorr/TIS4cajUYEt/9fUVERpqamPaIvF6urqyMnJ6fZ8l8KhQJ3d3fGjh3L2LFj0Wg07Ny5k+PHj1NRUWGE3l74khAfH09ISEinLYLRVlZWVnz44Yf8+eeffPzxx0yePJm0tLQ27XtpTm1RURHff/89e/bs4ZFHHsHZ2bnR73BX/j5LkoROp+P9998nJCSEJ598Uq4KIUmSXLnhrrvuwtramuzs7C7riyAIgtA7tSu4ffvtt/n888/59NNPOXPmDO+88w7vvvsun3zySVf1r8OMPXJbV1eHRqPpEQGlISWhp42AZWRk4OjoeNnL+46OjowYMYLJkydjYmLC3r17OXr0aLcsenCxtLQ0TExMCAgI6NbzXmzChAmcOnWKwYMHEx4eztdff93qZXtXV1eGDBnCqVOn0Ov16HQ63nnnHTZv3sztt9/OtddeC9Do8r+JiQkNDQ0cPnyYAwcOkJSU1Gn9VygUKJVK0tLSGD16dKMR8Ivfn35+fri5uRn9C6ogCILwz9OuhNRDhw5x7bXXcvXVVwMQEBDADz/8QExMTJd07koYO7gtLS3FxsYGMzMzo/UBLoyGqdVqIiIijNqPS+n1etLT0wkPD2/zPjY2NoSHhxMcHMy5c+c4cOAALi4u9O/fHycnp67rLBfeT8nJyYwcOdLodWGtra359NNPueaaa7jrrrv47bff+Oqrr3B3d2/S1tfXlwceeIAlS5bw/fffk5iYiKOjIwsWLOCll14C/m+k1hDg/u9//+Ptt9+Wrzyo1WruvPNOXnvttU57DHZ2dvLvhiRJjQJbvV6PiYkJ3333XaN9Lm0nCIIgCM1p16f0uHHj2LVrlzyp5eTJkxw4cEAuLdSTGDu47SkpCaWlpej1+h63OML58+cxNTVtNiC7HEtLSwYPHsz06dOxs7Pj0KFDREdHU1JS0gU9vcBQf9aYJbMuFRUVRXx8vPx8/Pbbb822u+uuuzh16hTXXnstL7/8Mrt375YDW2icDvDJJ5+wYsUKfH19OXXqFIcPH+a7775j7dq1PPjgg2i12k7p+5gxY8jJyaG6uloOWA3VIAx92b9/P0ePHuXUqVPA/62uJgiCIAitktpBr9dLTz/9tKRQKCRTU1NJoVBIb7zxRovty8vLJUAqLy9vz2k6xZ49e6ScnJxuP6/BoUOHpHPnzhnt/AanT5+WYmNjjd2NRvR6vbR7924pNTW1U45XV1cnJSYmSlu2bJEOHjwoFRcXd8pxDUpKSqTff/9dqqqqarJNr9dLDQ0NUl1dnaTRaCSNRiPV1NRI1dXVUlVVlVRZWSnfqqurJY1GI9XW1kr19fVSQ0ODpNfrr7h/er1eWr9+vWRvby/dc889zfbzUgcPHpRWr14t6XQ6+b7du3dL/v7+krm5uTRlyhTpxhtvlHbs2CFJkiQlJiZKK1askAoLC6+4v5IkSampqZKHh4f0+OOPN+qDTqeT9uzZI82ZM0cyMzOTAgMDJU9PT+mrr77qlPMKgiAIvV+70hI2bNjAd999x/fff8/AgQM5ceIES5cuxcvLizvuuKNJe8NI2sGDB7G2tkahUKBQKLCwsEClUmFiYiLflEqlfDM1NZX/NTMzk0t6mZmZtfmypDFHbiVJoqyszCiz0C/th1qtZuDAgUbtx6VKSkqoqanBz8+vU45nbm5OaGgoQUFBnDt3jujoaJydnQkJCcHR0bHZfbRaLbW1tdTW1lJXV9fo3/r6ehoaGqivr6e+vp4TJ05gZWVFVVUVWq0WvV4v/9sZk69MTEzk93hzN3Nzc/mmUqnkm6WlJRYWFlhaWnLLLbcwbtw4brvtNoYNG8YPP/zAsGHDmj1fXV0da9asYfv27YSHhzN06FDKy8tZs2YN+fn5vP766/Tt25czZ86wZMkSvvrqKyZMmICTkxMuLi5X/HgBAgMD2bVrF3PmzKGhoQEfHx/uv/9+kpKSeP311yksLOT48eOoVCpOnjzJokWL8PX1ZcaMGZ1yfkEQBKH3UkhS26/z+fr68vTTT/Pggw/K97322mt89913zU46ycnJkWdCX+zNN99k9uzZcnBgmOhiuGm1WvnfhoaGRpdCL/6wNzMzQ6VSNfnQV6lU7Nu3j6lTp2JjY9Pe5+SKaTQaduzYwaxZs4xaZ7eiooJ9+/Zx1VVX9aiVno4ePYq1tXWXBN1arZaSkhLi4+M5e/YsVlZWuLu7o1AoqKmpoaamBo1G0+YFEUpKSlCr1YSEhLTrOTR8kbs0l7Qdv27tYmJigoWFBebm5mzZsoWNGzdy33338eGHHzabI5ybm8uePXu45ZZbAMjOzmb06NHccccdvP7668CF53L69OlMmzaN5cuXd0m/MzIyWL16NXFxcbz//vu8/PLLxMXFsX37dnx9fdHr9SgUCqZOncr06dN55plnuqQfgiAIQu/RrsirpqamyQdla6sIGWbBZ2dnN5oRb/gQbivp/5cPMoymXTyqVl9fT11dHZWVlRQVFcmjb3BhZSYLCwt5dMvS0hIrKyv5Z2tr63aNBrdVaWkptra2Rg1s4UKVBDc3tx4V2FZXV5Ofn8/UqVM7tL9Op6OyspLy8nIqKiqoqqqiqqqKyspKqqqq5Nfe0PbcuXMcOXIEBwcHPDw8Gq0WZwgIVSpVo38NX55MTEyIiYlh/Pjx+Pv7Y2Zm1ugKw6W3S4PZ5kiShCRJjb7YabXaZm+G93xDQwN1dXWN3u+GUWeNRkN9fT16vV4O3seNG4eXlxerV68mKSmJb7/9Fg8Pj0b98PLykgNbuJBTnJ+fz3/+8x/gQiBuamqKo6MjSUlJ6HQ6TExMOv13JSAggJdffpmGhgYqKyvZvHkzv//+O76+vtTV1cmvl0ajoaioqNnnU0wyEwRBEC7Wruhrzpw5vP766/j5+TFw4EDi4uL44IMPWLRoUav72dnZXdFqTgqFQr5Ee3Eh+paUlZVx8OBBJk+eLAcAtbW11NTUUFxcLI/e1dfXY2pqirW1NdbW1lhZWWFjYyPfzM3NO/TB2VMmk6nV6mZryBpTeno6Hh4eWFlZtdqutraW0tJS+VZWVkZ5eTlVVVWXPYeZmZn8Gg4ePBgTExPy8/MpLS0lKCiIwYMHY29vf9lKFomJiQQHBzNmzJhOC6AMAXBnVlzQ6XTy+9xwi4yMZM6cOaxcuZKwsDDWr1/PtGnTWjxG//79CQ0NJSEhgdGjR2NiYkJCQgJbt27l448/RqlUdtmos0KhwNzcnNra2kapKobA9ttvv+XIkSPyiHJxcTH5+fkMGDBABLaCIAhCE+0Kbj/55BOef/55lixZQkFBAV5eXtx///288MILXdW/Dqmrq5NHaVsLohoaGqipqaG6ulr+NycnRx4BNARJtra22NraYmdnh62tLRYWFq1+qJaVlRl9NbCamhoqKio6VI2gqzQ0NJCZmcno0aPl+2praykuLm4SyF48AnspMzMz7O3tsbOzk1+fi7+UXDw6e7HKykoSExM5fPgw/fr1IygoqMXR9erqatLS0hg3blyPD6CUSqX8Be1SY8aMYc2aNcydO5dHH32Ul19+udnH7Obmhq+vLw8++CCvvvoqJ0+e5Ntvv2X06NHcc889AF3+PNjY2GBtbc2vv/7KqFGjsLCwYO3atSxbtoxly5YxZcoUysrK+Oqrr1i7di1r1qxh1KhRwP+VDxMEQRCEduXctldFRQX29vaUl5df0chte2VmZnL+/HnGjBnT4WNotVr5kndFRQWVlZVUVlZSXV2NqampHFwZ/rWzs5NHt7Zu3cqYMWOMOnqbmppKfn7+FT0Hne306dOcPn2aoKAgiouLKS4uprq6usX2tra2ODo64uDggKOjI/b29tjb27dp9L41xcXFJCYmUl1dTXBwMP7+/k0Co6NHj2JmZsbQoUOv6Fw9xe7du7nllltQqVQcOHAAHx+fZts9+uijxMbGAtC3b19WrVrVrWktqampTJw4EScnJzQaDenp6Tz99NM89thjWFlZ8eWXX/Lee+9RXl7Oq6++St++feW624IgCIIA7Ry5/afojEoJhuVqLw1QDTmfFRUVlJeXk5OTQ3l5OVqtFltbW6ytreV8SZ1OZ7R8V7Vajbe3t1HODRdGzwsLC+Vbfn4+sbGxeHp6Nlk+187ODicnJxwdHeVg1sHBoctylp2dnRk3bhx5eXkkJCSQnp7OwIED5VFuQ587mhfc0xjynAHc3d0JDw/nu+++Y+bMmU3arlixgvz8fNzc3NBqtXJOfXeNigYFBREbG8vOnTuprq4mIiKCiIgIampq+PLLL1mxYgVhYWHMnTsXvV7PnDlzWLVqFXfddRcgRnAFQRAEEdy2m1KpbBL0SpKERqOhrKyM7OxslEolR48epaGhAXt7ezloc3R0lEuidaW6ujpKSkq6bVUySZIoKSkhLy+P/Px8CgoKmgSw5eXlAPTp0wd3d3dcXFxwdnbG2dnZKKu4KRQKPD09cXd3Jz09ndjYWGwcbBkyYDDx8fEEBwf3iqVfdTodR44cYeXKlURGRrJp0ybWrVvHDTfcwBNPPMELL7zQ5AuYIcg3fLno7mDR3d2dW2+9Vf5/aWkpa9euZdWqVURFRfH555/L2wICApg8eTKHDx8mMjJSBLaCIAhC7w1ubW1tu+18CoVCzu8tKSnBwsKCIUOGUFNTI+eRpqenc+LECUxNTXFycsLZ2RknJyccHBw6/QM5Ly8PBweHK7583xK9Xk9RURG5ubmo1Wry8vJoaGho0s7Ozg43NzdcXV1JS0tj9uzZhIaGdkmfOipLo+ZP/WH2O8RSp6/HNP5ngvBkkaO/sbvWKRISEtiwYQPZ2dn8+uuvKBQKbr/9doYOHcr111/PoUOHWL9+fbMrr/WEXOOqqio+//xzNm7cyJgxY+TA1vAFNioqiiVLlvD555+TnZ0tX60QI7iCIAj/Xr0yuNVoNEYbdSsrK8PX1xeFQiFP8jHkN+p0OsrKyigpKaG4uJiUlBT0ej2Ojo64uLjg4uKCo6PjFX8oq9XqTp3QptfrKS4uJjc3l9zc3GaDWXNzc9zd3XF3d5cDWsPErrKyMjIzM3tc5YZ9hTGsSFmHVvq/mrdahY5k8xyeSfyIW52uYl7ozH9skHT+/Hmys7OZMGEC99xzT6MFLQYPHkxMTAyLFi1i2LBh/PTTT40m+vUUSqWSAwcO0L9/fzmwraurk3+/Fy1axDfffIOvry/vvPMOAwcO5L777vvHvmaCIAjCleuVwe3FH37dybAy2ZAhQ5rdrlQq5UvxhvaVlZUUFxdTVFREeno6Wq0WJycnXF1dcXV1xd7evl0jaA0NDRQWFjJo0KAreiwlJSXk5OTIwWx9fX2j7SqVCk9PT7y8vPD09MTJyanFfqalpeHr69uu2sZdLaP6fJPA9mJ6hcT6kq3o99YxedC4Zkc2e7KqqipOnDjB0KFD8fLyaraNnZ0dGzduZMWKFUybNo13332XBx54oEeM2BpYWlry448/yldiLq59e/vtt7Np0yZeeeUVwsPDKS0t5fHHH8fDw4NrrrnGmN0WBEEQjKjXBbeSJBlt6d3KykqANq+KplAo5EoLffr0kYPdoqIiCgsLSUlJQaFQyIGuu7v7ZVMNCgoKsLa2bvfKbPX19Zw/f57MzExycnKoqalptN3c3FwOZL28vFoNZi9WW1vL+fPnmTRpUrv609V+z93TYmBroFdInLPLx/roUdzc3Bg0aFCXpXp0Jp1OR0xMDH5+fi0GtgYKhYKlS5cSERHBDTfcQExMDCtXruxR+caGwLa+vl4ObO+8805++eUXvvnmG2bNmiWX/AsJCWmSkiRSFARBEP5del1wW1dXB9BirdOuVFZWhr29fYc/SC8OdgMDA9Hr9ZSVlVFYWEh2djanTp3CxsZGvvTv7Ozc5FztSUmoqKggMzOTrKws1Gp1o5XmTE1N8fLywtvbG09PT5ydnTs0opeeno6rq2u35kC3xYHC2Da1O1mXwuNT7yQhIYFdu3YREhJCYGBgjw6WTp8+jUKhaNfyxuPHj+f48eNcf/31jB8/nk2bNjW7dLYxGUb+582bx549e1i9ejXXXHNNoysCZWVlnDlzhiNHjuDt7c20adMwMTERAa4gCMK/SK8LbmtrazE3NzdKCa7OXpnMxMQEJycnnJycCA4Opr6+nsLCQgoKCoiNjUWn0+Hm5oaHhwfu7u4olUry8/MZO3Zss8fT6/Xk5eWRlZVFVlYWZWVljbbb29vj7++Pr68vHh4eV/wc6nQ6MjIyuq1qQ1vV6eqp1ddfviFQq69HYWZCREQEhYWFnDp1iqysLIYMGYKLi0sX97T9cnJy5JHy9gZz3t7e7N27l0ceeYSIiAh++umnHjfiXl1dTUZGBitWrGgS2L7yyiusWbOGsLAw9Ho9MTExPPDAAzz//PMisBUEQfgX6XXBrTEnkxmWd+0q5ubmeHt74+3tLef35ufnk5qaSlxcHDY2NigUikaltbRaLVlZWaSnp5Odnd0od9bExAQPDw/8/f3x8/PD3t6+U/ubk5ODSqXqcfmqKqU5FibmbQpwLUzMUSkvBFCurq5MnjyZ1NRUDh8+jLe3NwMHDuwxucSVlZWcPHmSiIiIyy5v3BKVSsUXX3zBiBEjuPrqq3n33XdZsmRJJ/e046ytrTly5AhAo/f5888/z+uvv465uTkff/wxc+bMYefOndx+++0MHjyYuXPnAhd+H7qqfrIgCILQM/S6v/LGyrfV6/VUVFR026pkCoVCrp0bEhKCRqMhJiYGrVbLX3/9RW1tLbW1tWg0mkYf5hYWFvj5+eHn54ePj0+XBWaSJJGamkpQUFCPmqBkMM41gp35hy7bbrzr8Eb/NzExoV+/fnh7e3Pq1Cl27drFoEGD8PHxMerj1Gq1xMTEEBAQgIeHxxUf75577iE0NJR58+YRHx/PihUrekwQf2ld5OzsbLZs2cKbb75JQ0MDCxcu5Oeff2b69OmMHTuWkydPMnfuXBoaGjAzM0Or1fLss8/yzjvvGOkRCIIgCF2p1wW3xqqUUFFRgYmJCdbW1t1+brgwqpuWloa9vT1FRUUUFxdTXl5ORUUFjo6ODBkyhIiICAIDA7slCCssLKSurq7FZV6NbY7XJHYXHEXXyqQyU4WS2V4Tm91mZWXFqFGjUKvVcqpCWFhYuyfydZb4+HhMTU07tY7w2LFjOXbsGHPnziUqKoqNGzf2uFF4uPBeS0xMZNy4cYwdOxZLS0uuv/56vv/+e+zs7OSUBDMzM/R6PcOHDyc3N5f777+/x5WnEwRBEK5crwtujTVya8i37c7RO71ej1qtJjU1lfj4eJKTkxk4cCAKhQI/Pz+CgoLw8/NDp9Nx/vx5EhMTycrKwtvbGx8fnw5fum6LtLQ0AgICjLb88OUEWHtzjelYfm04gB59k+2mCiWP9r+NAOuWlzBWKBR4eXnh6upKYmIie/bsITg4mKCgoG7N8czKyiIvL69DebaX4+fnx4EDB7jrrrsYMWIEv/32W4ul7ozF2dmZ8PBweWT5iSeeQKlUyuXANm3aBFz4fYmIiECn07FlyxYCAwON1mdBEASh6/TK4Lazc0fborS0tNtSEgoKCkhJSSEtLY3a2lr5Pjc3NwYPHkxQUBBubm6NAm0fHx8aGhrIy8sjJyeHpKQkHB0d8fHxwcvLq1OrS1RWVlJYWEh4eHinHbOzFRcX41JoxVtjlrKj+DD7C2Oo1ddjYWLOeNfhzPaa2GpgezEzMzPCwsLw8fHhxIkT5ObmEh4e3i3vw4qKCk6dOsWIESO6rEyZlZUVP/74I6+99hrjxo3jxx9/ZNasWV1yro7w9PTEysqK119/nQ0bNqBSqVi6dClmZmbU19fL+bYRERHU1dWxZs0aRowYgUKhQJKkHpk2IwiCIHScQpIkqasOXlFRgb29PeXl5djZ2XXVaRoxjJ515gpdbbF7926Cg4MvW1e0ozQaDWfPniUpKalRlQMLCwsCAgLIzc1l4sSJbX7cdXV1nD9/npycHMrKynB3d8fPzw93d/crHv07efIkWq22x1VJMJAkib179+Ll5UX//v3l++t09fLksY7S6XQkJyeTlpZG37596devX5eNXmu1Wvbu3YunpycDBgzoknNc6qeffmLRokW88cYbPPzww10SGHYk4KyoqGDkyJEMGDCAe+65h0mTJjW6MjF06FA0Gg3ffPMNI0aMaPSaiDJhgiAIvUuvHLnt7rQErVZLZWVlp4/cSpIkj7JmZmbKdWhNTU3p06cP/fr1w8vLi8rKSioqKnBzc2vzsVUqFYGBgQQGBlJdXU12djanT5/mxIkTeHt74+/v36GRx/r6erKzsxk3bly79+0umZmZNDQ0NMm3vNLAFi6sQjdgwAC8vLw4ceIEarWaoUOHdsl74+TJk6hUKkJCQjr12K2ZP38+/v7+XHPNNSQnJ7NixYpOrz5gCGwNE8Daws7OjtjYWB555BG2bNmCi4sLI0eOBGD48OHU1NTwzTffMHLkSExMTOT6zuPHjxd1cAVBEHqZXhXc6vV6o0woq6iowMzMrNMuC1dWVpKcnExycjLV1dXy/W5ubnJO58Uz19VqtVzntiOsra0JCQkhODiY4uJisrKy2L9/PzY2Nvj7++Pj49PmICMzMxMHB4duS9For4aGBs6cOUN4eHiX5gM7ODgwYcIEzp49y4EDB+jbty/9+/fvtAAqKyuLwsJCJk6c2O1B2ahRozh69CizZ8/m6quvZuPGjZ12ZWbfvn1s27aNY8eO4evry+LFi+Ug9XKsra358ssvycvLw9v7QkpJZGQkZWVlrF27Vg5sq6qq+Oqrr9i+fTszZ87k1VdfxcTERKQoCIIg9BK9Krg11upkpaWlODo6XtEHo06nIz09neTkZM6fPy/fr1Kp6NevHyEhITg5OTW7r1qtpl+/fh0+t4FCocDFxQUXFxcGDx7M+fPnycrKIiEhAU9PT/r06dPq49Tr9aSlpTF48OAr7ktXSUpKwt7evlPKZV2OiYkJwcHBuLu7ExcXR15eHkOHDr3iXNzy8nLi4+MZNWqU0ZYD9vf35+DBg8yfP5/x48fzxx9/XHFljLVr17J48WImTpyIm5sbKpWKyZMns2PHDsaMGdOmYyiVSjmwDQwMxMzMjO+++47IyEjgwhdHW1tbXn75Za666irmzZuHQqHglVdeEYGtIAhCL9Grgtva2lpUKlW3j2RdycpkFRUVJCYmkpycLAfncGECWHBw8GUrDlRXV1NZWYm7u3uHzt8SMzMzAgICCAgIoKKigoyMDA4dOoSVlRUBAQHNjuaq1WpMTEy6Pd+5rSorK8nIyGDixIndGsg4ODgwceJEkpOT2b9/P8HBwfTt27dDfWhoaODYsWP07dvX6GW57Ozs+P3331myZAmRkZH8+eefHa6ksGrVKu677z6effZZFi9eLAeo9fX1fPnll0RGRrbr97q+vp6hQ4fy4IMPEhkZyZkzZ1i9ejVbtmxh2LBh3HHHHURFRfHNN9/w/PPPc/vtt9O3b1+RniAIgtAL9Lrg1hhlwEpLS+UP47aQJInz58+TkJBAZmamfL+1tTXBwcEEBwdja2vbpmOp1WpcXV3bnDbQEXZ2dgwZMoQBAwZw/vx5MjIySEhIwNfXlz59+siXpFNTU7utjm57SZJEfHw8AQEB3Ta58WImJiaEhobi7u7O8ePHycvLY9iwYe2qi2zIs7W0tCQ4OLgLe9t2ZmZmfPnll7zxxhuMHz9eXjyhPf7++2/uvfdeXnzxRZ5++ulGV17s7Ow4evQoOp2uXUGnubk5P//8MzrdhTrGq1atYuPGjdx+++3U1dVx++23s3r1ahwcHMjPz5fTfAznSEtLE6XCBEEQ/qFEcHsFqqqqOHLkCEePHsXZ2Rl7e3ssLS1bzN2rr68nJSWFxMTERhUPfHx8GDhwIH5+fu0ODNVqNb6+vlf6UNrE1NQUf39//P39KSsrIy0tjb179+Lk5ISrqysVFRWMHj26W/rSXvn5+ZSXlzN8+PDLN+5CTk5OTJo0iYSEBPbs2cOgQYPa/LpnZGRQVFTEpEmTetQXCIVCwfLly/H392fu3LmsXLmSO+64o037lpSU8MILL7Bw4UIeffTRRoFtbm4uBw4cYOrUqR368qZQKDA1NaWuro7Dhw+zYMECXn31VXQ6HcHBwdx0001MmTKFkJAQTE1NKS8v59SpU5SVlfHyyy/zxhtvEBUV1e7zCoIgCMYlgtsOOn/+PLt27cLS0hJLS0vi4+PlQvot5UGePn2amJgY4MKIV3BwMAMGDOhwSkNtbS2lpaWMGDGiow+jwxwcHBg2bBgDBw4kMzOT5ORkTExMyMrKws/Pr0tHkttLp9Nx+vRpQkJCesQSsqampoSFheHh4UFcXBz5+fmNFiFoTllZGQkJCURGRhrl6kRbLFy4EC8vL6677jry8vJ46qmnLhuEl5WVkZ6eziOPPNLo96C0tJS1a9ei0+nanG/bEnNzc/z9/Tl06JCccztz5kx++ukn/vrrL7755hu8vLwoLS1l8eLFFBQUMGzYMHkim5hoJgiC8M/S64Lb7phgI0kSKSkp+Pn54ePjg5+fH/7+/kRHR3Pw4EGmTZvW7H4hISGkp6cTEhJC//79rzgAzMvLw9HR0ajBjkqlwsfHh6SkJEJDQ+XSZf7+/gQGBnbpKmhtlZaWhlKpJCAgwNhdacTd3Z3JkycTFxfH7t27iYiIwMXFpUm7hoYGYmJi6NevX7Pbe5IpU6awZ88errrqKtRqNR988EGr6QQajQZra2sGDhwo31dYWMj69etZvXo11157rbzSWEcpFAq+/fZbxo4dy1133YWFhQVJSUkkJSWxcuVK5s+fj16vZ+/evVhYWFBTU4O7u7scbIvAVhAE4Z+lV82c6K6RW4VCQUlJCTY2NnKlBHd3dyIiIkhPT6egoKDZ/aysrLj++usZOHBgp4xs5ubm9ojJW+np6Xh4eBAYGMiECRMYPXo0Go2GXbt2cezYsUYpGN2ttraW5ORkBg8e3CODFJVKxahRo+jXrx+HDx/mzJkzcj1juPBFKi4uDmtr60YLTvRkQ4cOJTo6mj/++INbb7210UTJS3l7e6NSqfj444/JzMwkMTGR559/njVr1jBt2jTeffddgEbPCVxYKGTbtm1t7pOpqSmHDh1i4cKFJCUlcfLkSVauXMmdd96JJEn89NNPfPDBB7i7u7Nr1y42bdrEsmXL5P03bNjAoEGD2vlMCIIgCMYggtsOqKurw9raWk4LcHBwQKFQ4O3tjZeXF3FxccCFwKSrNDQ0UFRUZPTgVqvVkpmZ2WhBBCcnJ0aMGMHUqVNRqVQcOHCA6OhoCgoKuvQ5aU5iYiLu7u49esRToVDIXwzUajUHDhygpqYGuPDFobS0lGHDhvXI4LwlgYGBHDx4kLNnzzJ79mwqKyubbefg4MCvv/7Kzp07ufbaaxk0aBDJycnccsstrFy5EqDZyWRarZYFCxbw3nvvtblPJiYmzJ07F09PTz788ENuv/12ADZu3Mhnn32GhYUFX3/9NZGRkcTFxTVaYW/BggUsX768Ud1pQRAEoWfqdWkJnVHjVqvVArS48pJKpcLGxobi4uJGK5OZmpoSEhLCvn370Gg0XZoikZeXh62tbbtm23eFrKwsrKysmq3Ba2VlxZAhQwgODiY9PZ3Y2FgsLS3p378/np6eXR6slZSUkJuby5QpU7r0PJ3Fzs6OiRMncvr0afbs2UO/fv1ITk5m9OjR3V67uTO4ubmxe/durrvuOqZNm8bWrVubfZ8EBgYSGxtLWloaZWVlTJw4US5/V19f32wuckREBBs2bGDu3LnodDr+85//tLlfv//+u/zz4cOH+eyzz7C0tGTNmjV4enpSW1tLv3796NevH++//z65ubm8//773HzzzR14FgRBEITu1mtGbnU6HfX19VcUUNbW1rJ3715+++03duzYQUpKSpPLoYaRx+DgYHJzc9FoNI1SDKytrbG1taWioqLD/WgLtVpt9FFbSZJIS0sjKCio1UDVsETs9OnT8fX1JT4+nt27d5OTk9Pk+e3MvsXHx9O3b98ekffbVkqlkrCwMAYOHEhiYiL29vY9drW3trC1teWPP/7A29ubCRMmkJub22w7wwTFKVOmoFQq2bJlC5WVlS1OstPpdMycOZM//viD1157jTfffLND/du3bx8pKSmsWrUKT09P6uvr5as/K1euZNmyZVhYWFBbW9uh4wuCIAjdr9cEt1e6Otn58+f55ZdfqK2tJSIiAlNTUxISEsjOzm7UzhDEubq6Ym1tTVVVVaMP7NraWqqqqrp0RFWn01FQUGD04DY/Px+tVtvmGr+mpqYEBQUxbdo0AgMDOXPmDH///TdZWVmdHuRmZ2dTV1dH3759O/W43UGSJPLy8nB2dkan07F///5/9OVwlUrFTz/9xIgRIxg3bhxpaWmttl+/fj2LFy/miy++aHa7Xq+XR3anTp3Kiy++yPLly1mxYkW7+1ZZWYmvr6/8HjZ8UV25ciUPPfQQr732Go8//niTdKeu+lImCIIgXLl2BbcBAQEoFIomtwcffLCr+tdmhnzbjl7qTktLw8XFhRkzZuDv78/YsWOpqalpdnUww+itt7c3Dg4O7Nu3j7Nnz6JWq0lMTCQwMLBLUxIKCgpQqVRGWYzgYmlpafTp06fdKzoZKhdMnTqV/v37k5KS0qlBbkNDA4mJiQwcOLDF1JKeLC0tjfLyckaOHMn48eNxdnZm79695OXlGbtrHWZqasqqVau49tprGTduHKdPn26x7bx587j11lu59dZbG91vWJDB8H5bs2YNN910Ey+99BLjxo2jvr6+3f169dVXKSsr4/rrrwcufHn9/PPPeeihh3jppZdYtmwZzs7OwIVJbIbA3MTERO6PIAiC0LO065P/2LFjjf6gnz59munTp3PjjTd2esfa60rybfV6PVVVVdjY2Mj3aTQanJ2dG60UZqh3aQigtVotU6ZMIS0tjYSEBCoqKvD29mbkyJGtLpl7pfLy8rolZ7U1FRUVFBcXN5p0014mJiZyObWcnBySk5NJSUkhODgYHx+fDj++lJQUbGxs8PLy6nDfjKWkpIQzZ84wZswY+ZL84MGDcXJyIjY2lj59+hASEvKPXCLWxMSEDz74AAcHByZNmsSOHTsYOnRok3aWlpa8/fbbwIUvKobRVKVSSUVFBRs2bGDdunWcOXOGsLAw1q1bR1RUVIevliQlJfG///0PgK+++oolS5bwwgsv8Nxzz1FeXs66dev47LPP5OokEyZM4Msvv0SpVIrlegVBEHqgdgW3l65l/9ZbbxEUFMTEiRM7tVMdcSU1bk1MTPD39+fUqVMcPHiQ6upqMjMzcXJyYsuWLfTp04fhw4fLwUZtbS0FBQXU1tbi5eWFn5+fPGrU1RN/9Ho9eXl5coF5Y0lNTcXX17dTHu/FQW52djZnzpzh7NmzhIaG4uHh0a4gt6qqivT0dMaPH/+Pqi4AFyZPxcTEEBoa2mTilbe3N3Z2dhw7dozS0lIiIiJ67GIOrVEoFLz44otYWVkxZcoUtm7dSmRkZIvtDYHt6dOnOXz4MK+88gqWlpYEBASwbds2/P39O6USxvXXX8/ff//N/fffz0svvcQTTzxBTU0N77//Ptu3b2fixIksWbKE/Px8Fi9ezGOPPcaHH34oAltBEIQeqMPXbOvr6/nuu+94/PHHe0QQcaVlwEJCQnB2dubcuXNUVVUxZ84cnJ2dycjIID4+nri4OEaNGkV9fT1Hjx4lJSUFf39/+cO3u2azl5SUoFAomp113l3q6urIycnp9C81hi8ZPj4+ZGZmcvLkSVJSUggNDcXNza1Nx0hISMDX1xd7e/tO7VtXkySJ48ePY29vT2BgYLNtbG1tmTBhAidPnmTv3r2MGDHCqO+DK7Fs2TIsLS2Jiori999/b/W9tGnTJm688UYCAgK4+uqruffeewkPD+/0wHLKlCmNRoF3797Nxo0bueWWW3jxxRfldi+88AKffvopxcXFcsqCIAiC0HN0OLj95ZdfKCsr48477+zE7nRcbW3tFU3iMjExwd3dnWPHjhEUFISHhwcA/fr1Q61WU1ZWhk6nw9zcHBcXFwoKCowSQKnV6naPZna2jIwMnJ2duyznV6lUEhgYiJ+fH2lpacTExODg4HDZpYoLCgooLi5m6tSpXdKvrnTu3DkqKyuZNGlSq6+tqakpw4YNIy0tjejoaAYNGtTjVl5rq4ceegiFQsGsWbPYvHkzUVFRzbabN28eq1atYuDAgY2Wmu6KlICL83y//vpr7O3t5cDWUJasrq4OjUbTZF+RoiAIgtAzdDi4XbVqFVdddVWreY2GQvTJycnY2trK+aqWlpZYWFhgYmKCiYkJSqWy0c3U1LTdwVttbe0Vj6LodDpqamoaHUev11NSUoKXl5ecRxsaGkp5eXm3LwwgSRJqtZqwsLBuPe/FdDod6enpzeZKdjZTU1P69+9PQEAAZ8+e5cCBA3h6ehIaGtqkvJderyc+Pp7g4OB/XE3Y4uJikpOTGTt2bJtWrlMoFAQFBWFvby+vADd48OAuzfPuCpWVlQQFBXHjjTcye/ZsfvvtN2bOnNls24u/RBuCyK4OJK2srAgPDwcu5Ncb0pK+++473N3d5b8TZ8+epV+/fpiYmMh5+YIgCILxdCi4zczMZOfOnWzatKnVdobyRZfmhz799NNMnToVSZLQ6XTy7eLVq0xNTeWbubk55ubmmJmZyT+rVCr5XwsLCzQazRXnICqVSjw9PTlx4gRVVVW4urpy8uRJtFot/v7+jdqWlZURHBx8Redrr7KyMhoaGoy62tb58+cxMzNrc5pAZzA3N2fgwIH06dOHpKQkdu3aRWBgIP3795eDwfT0dBQKBX369Om2fnWGuro6YmJiGDBgAI6Oju3a18XFhUmTJnH06FEOHjzIiBEjurRKR2eqqqri4MGDpKWlsXHjRh5++GFuuOEGNm7cyFVXXdXqvt01Ourh4cHmzZupqqpCqVSi1WpZuHAhycnJ7Nu3D4Do6GiWL1/O/PnzeeCBB1AoFOh0un/cFw1BEITepEPB7Zo1a3Bzc+Pqq69utZ1hAlp2dnajS9gWFhbNFmfX6/XodDq0Wi0NDQ3yvw0NDdTX18v/VlZWUlRURF1dnXwDiImJwcrKCgsLCywtLbGyssLS0hJLS0usra3lUmF6vZ7CwkLc3d2b9CEyMpJdu3YRHx+PVqvF2dmZGTNmNKqaUFNTQ0NDQ7enJajVatzd3Y32wWlYtCEwMNAoo1NWVlYMGzaMoKAgTp8+zc6dOwkJCcHDw4OkpCRGjBjxj7osLEkSsbGxODk5dTgot7S0ZNy4cZw8eZJ9+/YxcuTIdgfJ3a26upqDBw+SkZHBsmXLWLt2Lddffz0jR46UA9xZs2YZu5u8+uqr7N+/n9GjR2NtbU1JSQmVlZX8+OOPBAcHc/ToUd566y1OnDiBm5sbnp6ezJ07F6VSKQJcQRAEI1JIFw+XtoFer6dPnz7cfPPNvPXWW622raiowN7envLy8i6tyarVavnjjz+IjIxEkiQ0Gk2jW01NDRqNBhMTE6qrqzl37hw6nY558+bh7u6Ora1tkxq5ZWVlmJubN7u61fnz5zl79iyTJk3qssfUnF27dhESEtLmRRM6W1FREUePHiUqKsro9WMlSSI/P5/Tp09TX1+PjY0NEyZMMGqf2is5OZns7GwmTpzYpnSE1kiSRGpqKklJSYSFheHr69tJvexchsDWzMyMa6+9lq+//pr58+fL2zdu3Midd97Jhg0bmD17thF7+n8+/fRTKisrUSgULF68GAcHBzmwPXXqFPPmzcPDw4OffvoJT09PNm/ebOwuC4Ig/Ku1O0LZuXMnWVlZLFq0qCv60yF1dXUoFArc3NxaHFEsKytj79695OTkYGJigkKhID09nby8PHmxBltbW/lmZ2eHSqVqNoeurKys25dErayspKamplvTAS6VmppKQECA0QNbuJB36uHhgbm5OQcOHKCyspIjR44wcODARvWKe6rCwkLOnj3L+PHjrziwhQvPR9++fbG1tSUmJoaKigoGDBjQo/I/a2pqOHjwIJ6engwaNIhTp041mQx34403YmJiwoIFC/j5558vm6LQHR566KFG/4+Ojub999+npKSEd999l+uuuw6A6667jsmTJ7N9+3ZmzJhhjK4KgiAIdCC4jYqKop2DvV2utdXJtFotJ06c4OTJk+h0Ouzt7Rk0aBARERFyaoROp6O6uprKykoqKyspLS0lKyuLqqoqzMzMsLe3x87ODnt7exwcHCgtLcXHx6dbH6NarcbV1bVTAqGOqK6upqCggCFDhhjl/M2RJImEhAT69u1LUFAQSUlJ7NmzR87H7QlBeHNqa2uJjY1l0KBBnZ7a4u7uzoQJEzhy5AhVVVXyUtLGZghs3d3dGTRoEAqFosUqD9dffz06nY4bb7yRX375hWnTpnVvZ1uxb98+PvnkE0pKSli6dClz586Vt6WkpFBUVPSP+HIlCILQmxn/U68TtFTjNiMjg+joaKqqqoALhfDHjBnTJCdRqVRiZ2fXJHVCq9VSWVlJRUUF5eXlZGZmcurUKXQ6HQ0NDVRWVuLo6IijoyNWVlZdOkqmVquNWvIpLS0NT0/PHjVh6fz581RXVxMZGYmZmRlhYWH4+/sTHx/Prl27GDRoEF5eXj1q9NKQZ+vq6tpkkmJnMdTDPXbsGAcOHGDUqFFGfd00Gg0HDx7Ezc2NIUOGtOn1mD9/Pg0NDVx33XVs2bKlRywUA3D8+HESExN5/fXXGwW2Z86cYcOGDYwbNw5PT0/jdVAQBEHoPcHtxeWfKioqOHjwINnZ2QDY2NgwevTodk/aMTU1lYNXg/Lycvbu3UtgYCBlZWWcO3eOiooKzM3NcXR0xMnJCWdnZ+zt7TttQolGo6G8vFyuvdvdGhoayMzMZMyYMUY5f3O0Wi0JCQkMHDiw0Wi2g4MD48aNIycnh/j4eDIzMxkyZEiPGU1LTk6mtraWUaNGdWnQbW5uzujRo+WJZqNGjer2VBr4v8DW1dW1zYGtwa233kp9fT1z5sxh69atjB07tgt72jZLly5l7NixjertJicns2LFCk6ePMnSpUtbXIRDEARB6B69Jri1tLREr9dz4sQJ4uLi0Ol0mJiYEBYWxtChQzvt0mxFRQUODg74+/vLI286nY6ysjJKS0spLi7m3LlzaLVaHB0dcXFxwdnZGScnpw4Hu2q1GicnJ6PVb83KysLOzq5HrYZ19uxZLC0tm00PUSgU+Pr64uHhwZkzZ9izZw9BQUH079/fqDPYCwoKOHfuHBMmTOiWVAETExPCw8NJTU3lwIEDREREdOuoYm1tLQcPHsTZ2ZmwsLAOBfN33XUX9fX1zJo1i507dzYKKo3l4j6kpKTw8ccfc/ToURYvXsxtt91mxJ4JgiAI0IuC27q6Ov73v/9RWloKgI+PD2PHju30nMbmJpMplUqcnZ1xdnamb9++SJJEVVUVJSUlFBUVkZmZSX19PY6Ojri6uuLq6oqDg0Oby1ap1WqjXeo0lP8aMGCAUc7fnJqaGlJTUxk7dmyrAZOZmRlDhgzBz8+PkydPcv78ecLCwuQSdd1Jo9EQGxvL4MGDu7RyyKUME82srKyIjY1lwIAB3TKyaAhsnZycCA8Pv6JR6vvvv5/a2lpmzpzJ3r17GTRoUCf2tOPy8/N56aWXSE5O5oEHHuDee+8FEAs5CIIgGNk/Pritr6/nyJEjVFRU4OTkhIWFBWPGjKFv375dcr7S0tLLpjcoFAq56oK/vz+SJFFTU0NhYSGFhYWkpaWh1+txcXHBzc0NNze3FpcOrq+vp7i4uFtWBGuOWq1GkqQelUeYkJCAl5dXm+u5Ojg4MGHCBNLT0zl69CgeHh4MGjSo20bC9Xo9sbGxuLu74+fn1y3nvJSXlxcWFhYcOXKEmpoaBg4c2GUBWF1dHdHR0Tg4ODB06NBOOc+jjz5KRUUF06dPZ//+/V32+90e7u7u9O3bl4iICBHYCoIg9CD/6OA2MzOT/fv3c/bsWby9vQkODiYyMrLLgha9Xk95eXm7cxcVCgXW1tZYW1sTEBCAJEmUl5dTWFhIbm4u8fHxWFlZ4e7ujru7Oy4uLvKobl5eHnZ2ds3W2+0OqampBAYG9pjFEYqKiigoKGDq1Knt2k+hUBAYGIinp6c84Wzw4MH4+Ph0eTCSlJREfX09kZGRRg18nJycGD9+PIcPH0aj0TBs2LBOT9Ooq6vj4MGD2NnZdVpga/Dcc89RXl7OtGnT2L9/f4+o5fvKK6/IP4vAVhAEoWf4Rwa3tbW1REdHc+7cOeDC5ec5c+Z0+XK4hkLuVzo5SaFQ4ODggIODA/369aOhoYGioiLy8/OJi4tDq9Xi6uqKh4cH58+fN9qoaWlpKeXl5URGRhrl/JfS6/XEx8fTv3//Di+1bGlpyciRI8nNzeXUqVNyqkJXVRPIz88nLS2t2/JsL8fGxobx48dz5MgRoqOjGTVqVLOrBXZEfX090dHR2NraMmzYsE7/QqRQKHj33XepqKiQA1xj1n2+lAhsBUEQeoZ2r1DWHl2xQllaWhoHDhygtrYWhULBgAEDyM/PZ/bs2Z32Id2SzMxMsrOzGTduXJedwzCqm5+fj1qtlkeKfX19u70UV2xsrJy32hOkp6eTmprKlClTOiVwqq+vJyEhgdzcXAYMGEBAQECnBigajYY9e/YwaNCgHjHKeDGtVktsbCzV1dWMHj36it9XhsDWysqK4cOHd+lIv06nY+HChaSkpLB79+5uzWEWBEEQer6eca25DWpqavjrr7/YuXMntbW1ODk5MXfuXMLCwjAzM+uWxQ3KysranOfZUYZR3eDgYPr37y9XBFCr1ezYsYN9+/aRmpqKRqPp0n5oNBpyc3N7TFmj+vp6zpw5w6BBgzotcDI3N2fo0KGMGDGCs2fPEh0dTU1NTaccW6/XExMTg6enZ48LbOFCmbsRI0bg6OjI/v37qays7PCxDIGtpaVllwe2cGEC57fffouLiwtz586ltra2S88nCIIg/LP8I4LbtLQ0Nm7cSEZGBiYmJkRERDBv3jxcXV3lGrfdcUmwtLS0W2uFqtVqvL29CQoKYuzYscyYMQM/Pz/y8/MbBbpd8eGekZGBm5tbj6kPm5SUhKOjI+7u7p1+bDc3NyZPnoy1tTW7d+8mIyPjilfhO3PmDFqtlsGDB3dSLzufoVSYr68v+/fvp6SkpN3HaGho4NChQ1haWjJixIhuy802Nzfnf//7HzU1Ndx6663odLpuOa8gCILQ8xk/CbAVhskphtxaFxcXJk2a1KjeqqHGbVfT6XRyjdvuoNfryc/Pb5TvqlKpCAgIICAggLq6OtRqNTk5OSQkJODi4oKPjw+enp5XPIqt0+nIyMhg+PDhV/owOkVFRQWZmZlMmjSpy77EmJmZER4ejpeXF3FxcajVasLDwzv03lKr1WRkZDBhwgSj1tVtC4VCQWhoKCqViujoaEaOHNnmPFZDYKtSqbplxPZSNjY2/PHHH4wfP54lS5bw+eefi7xXQRAEoeeO3Obm5vLzzz9z7tw5FAoFw4YNY+7cuU0WEmhp6d3OVlFRgampabdVLSgqKsLExKTFNAhDoDtu3DimT5+Oq6srqampbN++ndjYWAoKCjo8+pidnY2FhQUuLi5X8hA6hSRJxMfH06dPH2xtbbv8fG5ubkyZMgWVSsXu3bs5f/58u/avqakhLi6OsLCwbulvZwkMDCQsLIyjR4+Sm5t72faGwNbMzIwRI0YYLYh3dnZm+/btbN26lZdeeskofRAEQRB6lh43cqvX6zl27BgnT54EwN7ensmTJ7c4mnTp0rtdxbB4Q3eNDBkWbmjL+SwtLenXrx/9+vWjoqKCrKwsjh8/Lq/U5efn1+b0AsOiDUFBQT1iFEytVlNRUcHIkSO77ZxmZmYMGzaM3NxcTp48SV5eHkOGDLnsiLjhvevt7d3symk9na+vL2ZmZsTExNDQ0CCvwHcprVbL4cOHMTU1ZeTIkUYfnfb19WXr1q2MGzcOX19f7rnnHqP2RxAEQTCuHhXclpWV8ffff1NUVARAaGgoo0ePbrWEUm1tbbfMli4tLe3yyWQGkiSRl5fXoYUb7OzsGDRoEAMGDKCwsJDMzEx2796Nk5MTfn5+eHl5tRqMFBYWUl9f3yOCM51OR0JCAgMGDOiWCYOX8vLywsnJibi4OHbv3s2wYcNaHc1OSEhAkqQes4JWR3h4eBAZGcmRI0fQarUEBQU12m4IbE1MTBg1apTRA1uDgQMH8ssvvzBr1iy8vLyYNWuWsbskCIIgGEmPCW7PnDnDoUOH0Gq1WFhYMGHCBAICAi67X21tbbfUuiwrK+u2erOlpaXodLorSgswMTGRF4Woq6sjOzublJQU4uPj8fPzIyAgoNnR3NTUVAICAnpE0JKamoqZmZnRVvUCsLCwIDIykvT0dA4fPkxQUBDBwcFN8ktzc3PJyspi4sSJPeK5uxIuLi6MGTNG/n001I/WarUcOXIEhULRowJbg4kTJ7JmzRoWLFjA33//zYgRI4zdJUEQBMEIjB7c1tbWsnfvXjIzMwHw8fFh0qRJbc5t7Y6cW61WS2VlZbdNJlOr1bi7u3faBB2VSkXfvn0JCgqiuLiYjIwMeTS3T58+eHh4YGJiQmVlJUVFRUZb6vdiGo2GlJQURo8ebfT0CMPqZi4uLsTExFBYWEhERIS8ZHJ1dTVxcXEMHTq0x1SXuFKOjo6MHTuW6OhodDod/fv358iRI0iSRGRkZI9YkKI58+fP5/z581x99dUcPny4x5SyEwRBELqPUT+h1Go1u3btoqamRr7MOWjQoDYHM5IkdUtwW15ejkql6paJa5IkoVarGTBgQKcfW6FQ4OLigouLC3V1dWRlZXH69Gl5wlZVVRXe3t7d8jgvJzExEQ8PD5ydnY3dFZmdnR0TJ04kISGBPXv2EB4ejoeHB8eOHcPX1xcvLy9jd7FT2dvbM27cOA4ePEhOTg4WFhaMGTOmxwa2Bo899hhZWVnMmjWLQ4cOdVs6kSAIgtAzGOVTSpIkTpw4QUxMDJIk4eDgwNSpU9sdyGi1WnQ6XZeXAjMs3tAdI4iVlZVoNJouT7VQqVT069ePvn37kpeXR2pqKsXFxXh4eFBRUWHUVZ9KSkpQq9VMnTrVaH1oiVKpZMiQIbi6uhIXF0dSUhJKpZKBAwcau2tdwsrKCmtra8rKynB1de1xqQgtee+990hLS2PevHls3769y1cvFARBEHqObi8FVldXx/bt2zl27BiSJNG/f3/mzZvXoRG62tpalEpll48kdefiDWq1Gjc3t24bHVMoFHh6euLm5oaDgwMqlYq9e/cSHR1Nfn7+FS9m0F6G0l/9+vXr1qWG28vT05OQkBCqq6vR6XSdtrJZT6LT6eTf04kTJ1JUVMSpU6e6/T3REUqlku+//56Kigruu+++f0SfBUEQhM7RrcFtYWEhmzZtIisrC6VSyYQJE5g0aVKHAzlDSkJXj6gayoB1B0MJsO6k1+tJT08nODiY8PBwoqKicHZ2lqsEZGdno9fru6UvWVlZ1NfX07dv3245X0dVVVVx5swZIiIi8PDwYN++feTk5Bi7W53GsHxwXV0do0ePxs7OjrFjx1JQUPCPCXCtra35/fff2bVrF2+88YaxuyMIgiB0k25LSzhz5gwHDx5Er9djZ2fHtGnTrniRgO6ocdvQ0EB1dXW3BLc1NTVUVFTg4eHR5ee6WG5uLkqlUl7aVqVSERwcTN++fcnOziY5OZkzZ84QFBSEv79/l40qNzQ0cObMGYYMGdKjL38bRjT9/f3x9vbG29sbZ2dnjh8/TklJCYMGDer21bo6k6Fer0ajYcyYMXIZNisrK8aNG8eBAwc4efIkYWFhRp/sdzleXl7yKmZ9+/ZlwYIFxu6SIAiC0MW6Jbjdt2+fvOqRv78/kydP7pQcuO5YeresrAxLS8tuWShCrVbj7OzcrfmBkiSRmppKYGBgk0BFqVQSEBCAv78/arWalJQUUlJSCAoKok+fPp1eezY5ORlbW9tuH7lur/j4eJRKZaNJfx4eHkycOJFjx45x4MABhg8f3m2r2XUmw4itIbC99L1oaWkpTzL7pwS4Q4YM4fvvv2fBggUEBQVd8bLSW/8fe+8dHld1tW/fo95l9d5771a1JBeMgVACGEgoAfKmkRB4U0gPhARIgZCEBAIkHySBEEJxKMEUF0m2JKv33nuXRtJIM9KU8/3h38xr2ZKtkWYkOTn3dc0le+acffbU85y113rW0aO6DoKJiYn/sfnWIiIiIpcrRhW3UqkUOOtXamNjw+7du0lISDDY+FvhlLCVzRtGRka2vOJ+ZmYGmUyGn5/fmttIJBK8vb3x8vJiYmKC9vZ2Ojo6CA4OJiQkxCBifH5+np6eHvLy8na0WBoYGGB4eJi9e/deEJ21tbVlz549NDQ0UFhYSGpqKm5ubts0U/3RaDRUVVWxsLBAdnb2mu+rtbU12dnZnD59moaGBuLi4nb0ewZwzTXX8Mgjj3D99ddTXl6Oj4+P3mMMDg5y7733UldXp/tNWFxc5K233hI9dUVERER2EEZdOz1z5gxw9mT4qU99yqDCFrZG3G5Vvu3S0hLT09NbHrXs6uoiICBgXVFYiUSCu7s7OTk5ZGRkMDMzwyeffEJLSwvLy8ubmkdTUxMBAQHb6tJwKebn56mrqyMlJWXNFQNTU1MSExOJjo6mrKyMzs7OyyI/VaPRUF1dzfz8/KoR2/OxtrYmKyuL0dFRXWe2nc43v/lNrrzySm644Qa9CwA//PBDEhMTkUqlvPzyyxw/fpzq6mpuv/127rjjji3LSRcRERERuTRGFbfZ2dkAXHfddUYRbVuRc7tV4nZ0dBRHR8ctdQhYXFxkdHR0Q0b3Li4uZGVlkZGRwfT0tE7kKpVKvccaGxtjenqayMhIvffdKlQqFRUVFQQFBelyky9GQEAA2dnZdHV1UVVVhUql2oJZbgxBEKipqWFubo7s7Ox1f6dsbW3JyspiaGiIlpaWHS9wJRIJzz33HFZWVtx7773rnu+rr77Ktddey0033cT777/PVVddhY+PDzY2Ntx8881YW1vrmtCIiIiIiGw/RhW39vb2AEbLPTR2zu3S0hJyuXxLxO12uCR0d3fj4eGxqffHxcWF7Oxs0tPTmZqa4pNPPqGjo2PdYk6j0dDQ0EBkZOSO9iKtr6/HwsKCqKiode/j5OREXl4eCoWCU6dO7Ui7MK2wlUqlZGVl6X2xaGdnR1ZWFv39/bS3txtplobD0tKSt99+mzNnzvDzn//8kttPT0/z8ssv8+Uvf5nHH3/8Av/pkydP0t3dvSU5+SIiIiIi6+OyLenWdicz5klFKpVia2tr8MKp81GpVExMTGypuFUqlfT19RESEmKQ8VxdXcnOziY1NZXh4WGOHTtGT0/PJZdru7u7dYVrO5X+/n7GxsZISUnR2wVB29XL2dmZwsJCpqamjDRL/dE2U5meniY7O3vDKT729vZkZWXR1dVFV1eXgWdpeNzc3Dhy5AiPPfYYH3zwwUW37erq4tSpU1x33XUXeHG///77vP7663zzm9/8j+tOJyIiInI5c9mKW6VSiUajMWrO7VYVk42NjWFjY6OLdG8FAwMD2NnZ4ezsbLAxtTm5ubm5xMfH093dzYkTJxgeHl51CVihUNDW1rajrbPm5uaor6+/aJ7tpTAxMSEhIYHIyEhKS0vp7e017CQ3gCAI1NXVMTU1tSlhq8XBwYHMzExaW1sviyX6pKQkXnzxRT772c9eNOIsk8kIDw8nOTlZd9/U1BSvvvoqTz75JA4ODtx4441bMWURERERkXWit6IYGhrijjvuwMXFBRsbGxITE6mqqjLG3C6KtjuZMaOqW5Vvu9UpCYIg0N3dTUhIiFGq3LXuCnv37iU0NJT6+npOnTp1QdSypaUFNze3LXMUUMj1K3rT5tmGhIQYpB1yUFAQGRkZtLS00NDQsG05qoIgUF9fz8TEBNnZ2QZL7XFyciI9PZ2GhgaGhoYMMqYx+cxnPsMXvvAFbrjhBubm5lbdZu/evSwuLvLQQw9RXV3NBx98wMMPP8wTTzyBjY0NL730EnFxcVs8cxERERGRi6GXuJ2ZmSE7Oxtzc3OOHj1Kc3MzTz311JZ17zoXYzslCIKwJeJWo9EwNja2peJ2dHQUtVpt9KVUExMTAgMDOXDgAB4eHpSWllJRUcHCwgIzMzMMDQ0Z3SO0p3WE33z/DT6d8EM+Hf9DPp3wQ37z/TfoaR256H7ayKaVlZVBC91cXV3Jzc1lYmKCsrKyDRXgbQatsB0fHzeosNXi6upKWloaNTU1jI+PG3RsY/DEE0/g6+vLXXfdtWYKzfvvv09TUxPXX389t99+O+3t7dxxxx188MEH+Pv76/bb6QV1IiIiIv8tSAQ9fpG/+93vUlxczKlTp9a1/dzcHI6OjszOzhrc4qm/v5+BgQGdI4OhkcvlfPLJJ1x99dVG68gFZ1MSamtrOXjw4JZ5hRYXF+Pm5kZ4ePiWHE+LQqGgtbWVgYEBzM3N8fX1JTY21mjHK3i/lqceeh2VUn3BY2bmpnzzl7eS/6nEVfft7e2ltbWV/Px8o1xEKZVKKioqWFpaIj09fUsaPgiCQGNjIyMjI+Tk5Bj1mIODg9TW1uryjXcy09PTpKSk8KUvfYnvfve7q24jlUoZGBjA1dUVExMTnWOGWq1etZueRqNBIpHseP9fERERkf9E9Ircvvvuu6SmpnL48GHc3d11eWvbgbGLyWZmZrC3tzeqsIX/S0nYqpPg7OwsMzMz21LAZWVlRWJiIuHh4SiVSgYGBujr6zNKxKundWRNYQugUqp56qHX6Wm7MII7OztLY2MjKSkpRlsdMDc3JyMjA2dnZ4qKipiZmTHKcbQIgkBTUxMjIyNkZ2cbXUz7+voSFRVFWVkZ8/PzRj3WZnF2duatt97ipz/9KcePH191m127dhEXF4eXlxdSqVQXrT3/e1teXs6DDz7I/v37eeyxx1AoFEafv4iIiIjISvRSbt3d3Tz33HN84xvf4Pvf/z7l5eV8/etfx9LSkrvuuuuC7dXqs8JienoapVKJRCLBxMTEIO1sjW0DthUpCYIgMDo6SkpKilGPcy5dXV34+vpum+2WSqWit7eXxMRETE1NaWxspLe3l7i4OING+N756+k1ha1uLko17/61mAceu1l3nzaiGhYWpssF1mg0LC0trbgtLy+jUqnQaDRoNBoEQUAQhFX/rf1rYmKCiYkJZmZmupuNjQ1WVla88847JCcn4+3trXvMwsLCIO+TIAg0NzczNDRETk4Otra2mx5zPYSEhLC8vExpaSl79uzZUg9nfUlOTuaZZ57htttuo7q6es2OfUePHuVHP/oRn/vc57j//vtXFEIKgsCvfvUr6uvr2bdvH8ePH6ewsJBPPvlkq56GiIiIiAh6iluNRkNqaiqPP/44cLbiuKmpieeee25VcTs6OgqcLaQ5lwcffJB9+/bpTvSmpqaYmprqTurm5ua6k7u5ubnuJG9paam7KRSKC6x5DIlUKjV6Huz09DSCIBj1eZyLQqFgaGiIvLy8LTnearS3t2NjY4Ovry8SiQQPDw86OzspKSnBx8eH6Ohog0TkC/9dt67tTr5bwxW3RyOTyVhYWKChoQG5XM7MzAyVlZUsLS1tSQMGqVTKCy+8gLe3N66urrr7JRIJVlZWWFtbY2Njg42Nje7f595nY2OzqhAWBIGWlhYGBwfJzs7eMmGrJTIykqWlJUpKStizZ8+O9jK+9957KS0t5fDhwxQWFq76OUxMTMTV1ZWwsDDdfZWVlboI7vLyMi+88AJ5eXk6J4rf/va3PPDAA1v2PERERET+29FL3Hp5eREdHb3ivqioKN566601twfo6enB3t5eF8GysLDAzMwMjUaDSqVCrVajVqtRqVSoVCqUSqXutrCwwPLyMkqlEoVCwfLysm4Ze2ZmhtHRUaysrHQn+3NP+Kvlwq0HbTGZPob9G2FkZAQPD48ts8Hq7e3F1dV121rcLiws0N3dTU5Ojk4MmJqaEhERga+vL42NjRw/fpzo6GgCAgI2nKqhkC+jWFyfM8KSQknhySJMzU2YnJxkbGyM8PDwVdMEzr3A0n6GTU1NdSsS2hxL7b/P/Qvoorjaz/m5NxcXF5ydnXW2VO7u7rrvi1wuRy6XMz09fdHnYmpqip2dHfb29jg4OODo6MjExARSqZQDBw5gZ2en5yu5eSQSCfHx8VRUVFBeXk5mZuaGv5dbwTPPPENOTg7f+ta3eOaZZy543MvLi3/961+6dJW//e1v/P73v0cul2NiYkJHRwd33303cLbByYEDB6isrESpVBrdL1tERERE5Cx6idvs7Gza2tpW3Nfe3k5AQMCq22tP6s7OzgYTVIIgoFQqOXHiBMHBwVhYWKBQKHTRNrlczuLiIhqNBmtra2xtbbG1tcXOzk53s7W1vahwWlxcRK1W4+joaJA5r/U8RkZGjFpQdS5qtZre3t4Vfp1bTVNTEz4+Pqume9ja2pKens7o6CgNDQ309/eTmJh4yc+NQqFgenoaqVTK9PQ0MzMzzMzMYGouQa28dC6vmYUJIWHBuqYg+fn5eHp6rhCx2r9bkRctk8koLS3F2dmZ+Ph43UXd4uKi7qb9jGv/Li4usry8jFqtZnZ2ltnZWeDsysnk5CShoaG88cYbODg4sGvXLhwdHXV/HR0djeo6Amd/B1JSUigpKaG6uprU1NQdW2hlZWXFG2+8QXJyMrm5uRw+fHjVbeDs78RLL71EQEAAjz76KC4uLvz617/m3nvvJSoqipmZGRoaGkhISBCFrYiIiMgWope4/d///V+ysrJ4/PHHueWWWygvL+eFF17ghRdeMNb8LkAikWBubs7y8jLe3t6rLrNqhcrCwoLuNj09TX9/PwsLC8DZrkraCJc2ymVpaYlEImFmZgYHBwejRlTn5uZYWloyiH/qehgcHMTc3HzLPGXPZ2JigomJCQ4cOHDR7Tw9PXF1daW9vZ2ioiKCgoKIiIhAIpEwNTXF5OSkTsBOT0+vWbDjG2lPX8Pq3qXncuCGVPbu3UtBQQGHDh3acgeJ87Gzs2PPnj2UlpZSWVlJWloaNjY2l8xHVqvVLC4uMj8/z/z8vM7HNiUlBaVSiVqt1r1u52NjY4OLiwtubm64u7vj5uZm8PxYMzMz0tPTOXXqFE1NTVt2UbcRgoKC+P3vf8/nP/95kpKSCA0NXXW7qakpRkZGuOeee3R2cY8++igffvgh//M//8Pc3BwLCwv86Ec/2srpi4iIiPzXo5e4TUtL48iRI3zve9/j0UcfJSgoiN/85jfcfvvtxprfqmhTE9bKzZRIJLoUhXPzF+Fs3vDCwoJOBEilUvr6+lhYWMDS0hJHR0eWl5cxNzdHLpcbrQhmZGQEd3f3LVmiNXbThkuh0WhoaGggIiJiXfm0ZmZm+Pr6srS0RGFhoS7quNayur29PU5OTrqbs7Mze7PlfOPwsxctKjMzN+XaO7OoqanBzs5uRR7ldmJlZUVOTg7l5eUUFxeTkZFxydfN1NRUd8HW3t6OnZ0d999/Pw4ODgiCgEwmQyqVMjs7q/s7OzuLTCbTRX8HBgZ049nZ2a0Qu25ubpuOPlpaWpKZmcmpU6ewtrY2WOtnQ6L9rtjb2xMZGUlubi7d3d2rRrcdHR2xtrbWRcrh7EqCiYkJ3/72t4mNjcXW1hZPT8+tfAoiIiIi//Xo7XP1qU99ik996lPGmMu6USgUuuIzfTExMdGJgHNRqVTMzc0hlUppb29HoVDw8ccfY2VltUI07dq1yyCCdGRkZM2IkKGZnJxELpfj6+u7Jcc7n97eXgRBIDg4eNXHlUolExMTjI2NMT4+ztjYmC4iq+1C193djYeHB4mJibi7u68Qs6t9Dlxd4Zu/vPWSPreC+dl0lvz8/B21VK61Cquurub06dNkZWWt60Kro6ODrq4usrKydCkdEolE95k/3wVAqVQyPT3N1NQU4+PjTExMMDMzg0wmQyaT0dPTo9vWyclJJ3g9PDxwdnbW+zWztbVl9+7dlJSUYGNjs6XNSy7F8vIytbW19PX18eKLLzI2NoazszP/+7//y3PPPXfB9g4ODjz00EN89atfJTQ0lMDAQJqamujp6cHBwUEn3jUazY5tLy0iIiLyn4hxTVyNhDG6k5mZmeHs7IyTkxPNzc3s2bMHW1tbpFKpbgm8q6sLpVLJrl27cHFx0RUB6RvR0kaOtyqi09XVRWBgoNE9e1djaWmJ1tZWUlJSdCd4lUrF6OgoQ0NDDA8PMzk5eYHXrYmJCa6urjohZWdnR3d3N7Ozs/j7+69LFOV/KpGAMA/e/WsxBe/XolhcxsrGgvxPJXLdXdnscreiuLiYrKwso3ombxRTU1NSU1Opq6vj1KlTZGVlXbQorKuri46ODrKzs9edL25ubo6HhwceHh66YlHtxYb2Nj4+jkwm06U1aIveLC0t8fHxwcfHB19f3wsuGNfC2dmZ5ORkqqqqyMnJ2ZYOh+czPT1NZWUlPT09/OxnPyM1NZXa2lrm5uZISkpi79693HLLLRfsd9ttt9Hc3My3v/1tJiYmmJyc5Dvf+Q579+7VbSMKWxEREZGtRa8OZfpirA5lfX19OmsjQzM3N0dRURFXX331BSclQRB0+buTk5NMTU0hl8vZtWsXrq6uuLm54ezsfMnIbmdnJ+Pj42RlZRl8/ucjk8k4efIkBw4c2Baf0bq6OhYXFwkLC2NoaIjBwUFd+99zsbOzw8PDQydmXVxcLngdBUFgYGCAxsZGPDw8iIuL08taakmhxNLq7IXI8vIyBQUFBAcHb1kEfaNofWoHBgbIzMxcVbh2dXXR1tZGVlaWUcSiXC7XCV1tdP381sEODg74+vri6+uLt7f3Jd8bbZQ5Ly9v2zxwBUGgq6uL1tZWIiMjqampYWRkhPvvv18XlT5y5Aj33HMPtbW1azY/aW1tpbGxkejo6AscZUREREREtpbLUty2tbUhk8mM0vygv7+fvr4+9uzZs67tFxcXmZyc1EW5tLZO7u7uuLu7Y2dnd8HS7alTp/D19b3A/9cY1NfXo1Qqt7RRBJx9XZqbm/nwww9XLZqztbXVRf3WKgxcC7lcTl1dHbOzsyQkJOgdARcEgfLycgB27969o9IRLkZ7ezudnZ26zmZauru7aWlpISsrCycnpy2Zi0ajYXJyksHBQQYHBxkfH9d17YKzqRDu7u66qK67u/uqF4t1dXXMzMywZ8+eLV9ZWF5eprq6mrm5OVJTUy9atHffffdRU1NDUVHRJVdqBEG4bD5TIiIiIv+JXJbitq6uDjMzM2JiYgw2ppb6+nokEglxcXF67ysIAvPz87oI1+TkJFZWVrplX1dXV5RKJR9//DEHDx40ugWTUqnko48+Ijs7e0tEz/T0NL29vfT19TE+Pk5XVxc2NjZ4e3tjbm6Ol5eXLrK32eiiIAj09/fT2NiIj48PsbGx6xZHnZ2ddHd3k5+fv6ObCqyGVsimp6fj6upKT08Pzc3NZGZmGrTDm74sLy8zMjLC4OAgQ0NDSKXSFY+bm5vj4+NDYGAggYGButddo9FQWlqKmZnZll5oTE1NUVVVhaOjI0lJSZf8HMjlctLT07n22mt57LHHtmSOIiIiIiIb47IUt2VlZbi6uhql2lprP7VW+019UKlUTE1NMTo6ytjYGMvLy9jZ2aFUKsnPzze692VnZycjIyPrjkLriyAITExM0NPTQ09PD3Nz/2e9NTMzw8LCAldffTWBgYGrRu4MweLiItXV1cjlclJSUi4p8KanpykpKdkywW8M+vr6aGhoICAggP7+/m0Xtqshk8l0QndoaGiFZZuJiQm+vr4EBwfrlvmLiorw9vY2+pK+IAh0dHTQ3t5OVFQUwcHB6xbUzc3N7N69m3fffZd9+/YZdZ4iIiIiIhtHLCg7B41Gw+zsrMFEj5mZmS5qKwgCc3NzVFRUoNFoOHr0KK6urnh7e+Pl5WXwgiaNRkN3d7fB/US1zSd6e3vp6enR+QbD2QIobWS2q6uLxMRE/P39DXr887GxsSE7O5uuri5KSkoICQkhIiJiVSG9tLRERUUFUVFRl62wBQgICGB6epru7m6io6N3nLCFsznUkZGRREZGIggCU1NT9PX10d3dzczMDP39/fT39+uErru7O+3t7as6OhiKpaUlqqurkclkG7q4iY6O5te//jV33nkn9fX1W9Y2W0REREREP0Rxew5zc3OYmJjolf+5XiQSCTY2Nsjlcvbu3YtEImFkZIT+/n7q6+txdXXFx8cHLy8vgyyVj4yMIJFIDGa1NDExQWdnJ52dncjlct395ubm+Pv766Ld5ubmtLW14ejoaDSRcj4SiYTQ0FDc3d2prKzUNS84930UBIHq6mqcnJzWtCS7XOjv72doaIiIiAja2tqwt7ff0V6qEokEV1dXXF1dSUlJYWZmhu7u7guErkwmo7a2lquvvpqEhASDXvBNTk5SVVWFs7PzplZNvvCFL/DBBx/wpS99iTfeeEPMrRURERHZgVx24lYQBJaWlowibqVSKbt27TLaCWtsbEzXChggNDSU0NBQFhcXGR4epre3l/r6etzd3fH19cXT03PDnrpdXV0EBQVt6rnIZDI6Ojro6OhYkUNpaWlJQEAAwcHB+Pj4rJjj4uIiHR0dZGVlbfmJ38HBgby8PJqamigoKCA+Pl4nsDs6OpDJZDvOz1ZfBgYGqK+vJyMjA1dXVxwcHKisrCQlJWVHecZeDCcnJ1JSUkhJSUEqleqELpzNbX311VepqqoiMDCQkJAQgoKCNixGBUGgvb2djo4OYmJiCAwM3NT7L5FIePHFF4mLi+Mvf/kLd99994bHEhERERExDpeduF1aWkIQBKOKW2MxMjKyqgCxsbHRCV2ZTMbQ0BAtLS3U1tbi4+ODv78/Tk5O6z4pT09PMzc3R2Zmpt5zVKlU9PT00N7eztDQkO5+MzMzAgICCAsLw9fXd8382ebmZry8vLZtqdzU1JT4+Hjc3d2pqalhYmICHx8f2tvbycnJMXqeszEZHBykrq5OV0wG4O3tDUBVVdVlJXC17Nq1i+TkZJKTk5FKpXR1dXH8+HG6urqQSCQMDAxQXFxMaGgoUVFRF3QcvBgKhYKqqirkcrlB/XTd3Nx46aWXuPXWW8nNzb3sVwJERERE/tO47ArKpFIpJSUlXH311QYZ71wKCgoIDw/XCQZDolarOXr06LpPsoIgMDMzw8DAAENDQ1hYWODv74+/v/8lhX1lZSWWlpZ6OT6MjY3R2tpKd3f3Cv9Sb29vwsPD1xU9m5qaorS0lP3792+bb+m5yOVyKioqkEqlhIWFERUVtd1T2jBDQ0PU1NSwe/fuVa3VRkZGqKqqIjU1dUenKKwH7XdFmyZ0bqGiq6srUVFRhIaGXvTzODExQVVVFa6uriQkJBjlouZrX/sa1dXVFBUVbUuDFBERERGR1bnsfpGNlW+rVquZm5szWuR2YmICCwuLdXeOkkgkODs74+zsTGxsLKOjo/T19dHa2oqHh4fOgeD8aK5cLmdkZGRd1dxKpZLOzk6ampqYnp7W3e/g4EB4eDhhYWHr7jolCAINDQ2Eh4fvCGELYGVlhampKXZ2djpbsoCAgO2elt4MDw9TU1NDWlraqsIWwMvLi+TkZCorK0lLS8PDw2OLZ2k4TE1N2b9/P4WFhURERGBlZUVLSwvd3d1MTk5y6tQpzpw5s2o0VxAE2tra6OzsJC4uDn9/f6Olofzyl78kOTmZX/3qV3zve98zyjFERERERPTnshO3xsq3nZ2dxdzc3GjCTJuSsJETrampqa7hweLiIn19fdTU1GBqakpAQMCKaG53dzfu7u4XLYqbmZmhubmZ9vZ2XZTW1NSUkJAQIiMjNxT56+vrQ6lUGsWebaO0t7cjl8vJy8tjZmaGqqoqpqeniYuLu2wibcPDw1RXV5OamnpJwert7Y0gCFRUVJCeno6bm9sWzdLwWFtbk5aWRmlpKVlZWezbt4+srCza29tpbW1FKpXS0tJCS0uLLprr4+NDfX09S0tL5ObmGtR+cDVsbGz461//Sn5+Ptdccw3x8fFGPZ6IiIiIyPq47NIS2traWFhYIDk52SDjaenu7mZsbGxDeaqXQqPR8NFHH5GWlqZXzuClxhwdHaW3t5epqSm8vb0JCAigvLyc3bt3X3AcQRDo6+ujsbGR4eFh3f2Ojo5ER0cTHh6+4ep0pVLJsWPHSExM3DE5nxMTE5SVlbFnzx5dtFwul1NZWYlKpSItLU1X2LdT0aYa6JtLOzAwQF1dna7o7HKmq6uLzs5O8vPzV3w+R0ZGdNFcjUbD3NwcQ0NDxMbGcv3112/p8/7Rj37Ee++9R3l5+WXXFERERETkP5HLTtzW1dVhbm5ucLP3qqoqbG1tiYyMNOi4cNaGqKKigkOHDhlliXR+fp6enh76+vqQSCQkJibi7e2NiYkJy8vLtLa20tTUxPz8PHA25SEgIICYmBi8vb03PaeGhgbm5+fJzMzcEU4ECoWCgoICIiMjdU0CtGg0Gpqbm+nr6yMlJWXH5qeOjo5uygVBeyGzlS15jYEgCFRVVbG0tERmZuYFhYyLi4t89NFHnDlzBicnJ10ho5+fH3Fxcfj6+hp9jsvLy6Snp3PNNdfws5/9zOjHExERERG5OJeduD1z5gzu7u4Gr1A+fvw4MTExRhE7DQ0NqFQqkpKSDD62FkEQOH78OLt27WJmZga5XI5SqUQqlaJWq4GzFl5RUVFER0cbLGo5NzdHYWEheXl5Rl8GXg+CIFBSUoKVlRXJyclrim1tgVZoaCgRERE7QpRrGRsbo6KiguTk5E0VN3Z1ddHe3k52dvaOeG82ikqlorCwEC8vrxUXtdpIvFKpJDU1FZlMRmNjI729vbptXFxcSExM1KsT2UZoaGggPT2dkydPkp6ebrTjiIiIiIhcmssj8fAcjFFQplQqkclkRikm03b0MnY+3vj4OCqVipCQEBoaGqirq2NsbAyFQkFQUBD79+8nJibGoLmmgiDQ2NhIYGDgjhFPra2tKBQK0tPTLypmfHx8sLe3p6ysDKlUSkpKyo6wCRsfH6eiooKkpKRNu3aEhISgVCopKSlhz549RmlOshWYmZmxe/duioqKcHJywsvLi9HRUaqrq/Hy8tLlUDs4OODt7c3c3ByNjY20trYyNTXF8ePHqaioIDExkbCwsA17R1+MuLg4fvSjH3HPPfdQU1Nj8I6DIiIiIiLr57KL3H744Yfs3r3boD6q2u5FV155pcHG1CKVSjl9+jRXXXWVUU6qWo4ePcro6CgqlQrtW+rh4UFAQAAKhYKJiQn8/PwICwszmMgZGRmhtraW/fv374hcw/HxccrLy/UqJlpeXqaqqorFxUXS09O3NQ9XO//ExESDLacLgkBTUxMjIyPs2bPHKMWYW8Xg4CD19fV4e3szNDS0oknHaigUCpqammhsbGRpaQk4WwQWHx9PVFSUwS9mVCoVGRkZXHnllTz22GMGHVtEREREZP1cVuJWo9Hw3nvvccUVV2BjY2OAGZ6ls7OTqakpoywntrS0IJPJSEtLM/jYcHYJu7i4mOPHjxMdHa1rh5uYmLgixWJubo6Ojg6Gh4fx9vYmLCxsU++JWq3m5MmThIaGXpDXuh3I5XIKCgqIiYnB399fr30FQdDl4aampq5pt2VMtAVwCQkJBm9bLAgCNTU1zM7OXtaNLBYXFyksLESlUumVBqNUKmltbaW+vp6FhQXgbIpOTEwMsbGxBhX82vSE06dPG7zoVURERERkfVxW4lYul/Pxxx9z7bXXrtkhayNUVFTg6OhIeHi4wcbUcuLECSIiIvDx8THouNoitYGBAQYGBgDYu3cviYmJF41qLyws0NHRwcDAAF5eXoSHh2/oveno6GBoaIi8vLxtz1fVaDSUlJRgY2OzKUGhdRmIiooyeo7muUxOTnLmzBni4+P1FubrRaPRUF5ejkqlIjMz06irCMZgZGSEmpoavLy8kEqluLq66tWkBM5ekHV0dFBXV8fs7CwA5ubmxMXFER8fb7DVh5/85Ce8/fbbVFRU7IgVDREREZH/NgynELcAhUKBhYWFQYUtGK/trkwmY2FhwaCRQKlUyrFjx3j77bcZGBhArVZjY2PDF7/4Rfbt23fJdA1bW1sSExPZv38/5ubmFBYWUllZiUwmW/ccFAoFbW1txMbGbruwhbN5tsvLy5vOa/bz8yMrK4uOjg7q6+vRaDQGmuHaTE1NUVZWpms4YCxMTExITU1FEAQqKyu35LkZArVaTUNDA9XV1SQkJJCUlERaWhr9/f0rLO3Wg6mpKZGRkdxyyy0cOHAAV1dXlEol1dXV/P3vf6empmZFd76Nom3o8MQTT2x6LBERERER/bmsIrcjIyO0trayd+9eA8zuLMvLyxw9epSrrrrK4FGWjo4OpqamyMjI2PRY8/PzVFVV0dHRocup1aYWKBQKsrOzNzTu4uIi7e3tDAwM4OvrS0RExCVTPqqrq1Gr1UZLtdAHrWVWXl7eurupXYrFxUXKysqwtLQkLS3NaMv4U1NTnDlzhpiYmC1L7VheXub06dM4OzuTkJCwIy5O1mJhYYHKykoEQSA1NXVFPvTQ0BB1dXXk5+dvKkWpp6eHyspKZmZmgLPNIxITE4mOjt5UdLuqqoo9e/ZQWVlpcNtCEREREZGLc9lFbg1dECOVSrGxsTHK8qG2K9lmkMvlFBcX8/rrr9Pe3o4gCAQGBnLzzTeTl5fHxMTEprqC2djYkJiYyN69e9FoNBw/fpyGhgZdAc75TE9PMzw8TExMzIaPaSgWFxd1ET1DCVs4+5rk5ORgYmLCqVOnWFxcNNjYWqanpzlz5gzR0dFbmrNsYWFBZmYmY2NjtLe3b9lx9WVoaIiCggKcnJzYs2fPBYV+Pj4+eHt7U1VVtakodFBQEDfffDP79u3DwcEBuVxOaWnpiu/bRkhJSeG+++7jC1/4wmUTJRcRERH5T+G/XtzOzMwYxeReLpcjlUo37JurVCqpqqritddeo6mpCY1Gg6+vLzfccAMHDx7E2dmZoaEhzMzMLtmWdT3Y2dmRkpJCbm4uCwsLHDt2jPb2dlQqlW4bQRBoaGggNDTUoAV9G0Gj0VBZWYm3t7fBC7DgbC7m7t27cXFxoaioCKlUarCxZ2ZmKC0tJSoqiqCgIIONu16sra3JzMyks7OT/v7+LT/+xVCr1dTV1VFXV0dSUhLx8fFrRlBjY2NZXl7etEiXSCSEhoZyyy23kJubi62tLTKZjIKCAo4cOcLQ0NCGxv3JT37C8PAwzz///KbmJyIiIiKiH5eVz+3S0pJRIrcuLi4GHRPOLpc7Ozvr7XcpCAKdnZ2UlZXpIoZubm6kp6ev8D0VBIGuri6DFz45OjqSkZHB5OQkTU1N9PT0EB0dja+vLwMDAywtLREaGmqw422U5uZm1Gq13kVF+mBiYkJ8fDw2NjYUFxeTmpq66QsJqVRKaWkpkZGRBm9Eog8ODg7s3r2bsrIyrKystsUh4nxkMhmVlZVIJBLy8vIuaVlnZmZGamoqp06dwtXVddMtd01MTIiMjCQ0NJTGxkZqa2uZnJzk3//+N35+fqSnp+tlQWhra8sf//hHbrnlFq677jqDF5WKiIiIiKzOZZVze+bMGTw8PAwa7froo49ISUkxeC/6kpISPDw89EoZmJiYoLi4mPHxceD/BMhqIkhbiHTw4EGDNmY4F0EQGBoaorm5GXNzc+RyOQkJCdt+kh4ZGaG6upq8vLwt86XVdjSLi4sjICBgQ2NIpVJKSkqIiIjYVCqJIRkYGKC+vp49e/ZsayOOwcFB6urqCAgIIDo6Wq+i0e7ubjo6Oti7d69B04sUCgXV1dU0Nzej0WiQSCRERUWRlpam10XrHXfcweLiIm+//bbB5iYiIiIisjaXVeTW0GkJCoUChUKBo6OjwcaEs0U7k5OTJCYmrmv7xcVFKioqaGtrA85GpJKTk4mLi1tzSbarq4uAgACjCVs4u1zr6+uLl5cXJSUlKJVKhoeHcXZ2xtra2mjHvRiLi4vU1NSQmJi4pQ0XfHx8sLS0pKysjKWlJcLCwvSKmM/OzlJSUkJYWNiOEbZw1iFiYWGBM2fOkJubu+VNHrRuCMPDwyQnJ28oRz0oKIjx8XHq6+tJSUkx2EqGlZUVWVlZxMbGUl5eTnd3N83NzXR3d5Oenk54ePi6jvX0008TGRnJu+++y3XXXWeQuYmIiIiIrM1/dc6tVCrFzs7O4NXwY2NjODg4XDIvVaPRUF9fz+uvv64TtmFhYdx6660kJiauKWwXFhYYGxvbsnxNbf5wZmYmJiYmHD9+nLa2NtRq9ZYcX4taraaiogIfH59tiR67urqSk5NDd3c3DQ0N6y42mpubo6SkhNDQUMLCwow8S/2JiIjAxcWFsrKyFTnWxmZ+fp6ioiLm5+fJz8/fcPGlRCIhMTGRiYkJBgcHDTzLsysoBw4c4Nprr8XJyQmFQkFhYSHvvvsuk5OTl9zfzc2NX/ziF9x///26JhIiIiIiIsZDL3H7yCOPIJFIVtw2WjClLxqNxuA5t8YqJluPS8LQ0BBvvvkmZ86cQalU4ubmxvXXX8/evXsvmWvY09ODp6fnlhV1NTU14e/vj7u7OykpKWRlZTEyMsLJkycZGxvbkjlo5yEIArGxsVt2zPNxdHQkNzeX8fHxdVXqz83NUVxcTHBwsFGahBgCrTg0NTWlpqZmww4B+tDf309hYSHu7u5kZ2dv+rNsZWVFUlIS9fX1RnG3APDy8uKmm24iIyMDc3NzxsbGOHLkCMXFxSwvL19033vvvRcfHx9++tOfGmVuIiIiIiL/h96R25iYGEZGRnS3hoYGY8zrArTWVPoWaF0MYzRvUKvVjI+PryluFQoFJ0+e5N///jdSqRRra2vy8vK44YYb1lWspFQq6evr27Kl7fHxcaampoiMjNTd5+zsTF5eHiEhIVRVVVFeXo5cLjfqPIaHhxkYGCAtLW3bu2vZ2NiwZ88eZDKZruvXaszPz1NSUkJQUBARERFbPEv9MDU1JS0tDalUqltFMAYqlYrq6mqamppIS0sjJibGYE1ZPD098fX1pbq62mgCXVtkeMsttxASEoIgCDQ1Nemswy623x//+Ed++9vf0tTUZJS5iYiIiIicRe+zipmZGZ6enrqbm5ubMeZ1AXK5HEtLS4OdCAVBMIq4HR8fx8rKalXf1c7OTv75z3/S0dEBnLUyuvXWW4mIiFh3nmB/fz/29vZ6VW1vFI1GQ0NDAxERERdcVEgkEoKCgti/fz+mpqacOHGC7u5uo4iKhYUFampqSEpKumRUe6uwtLQkOzsbpVKpi76fy/z8PMXFxQQEBOx4YavF0tKS9PR0urq6Nmx/dTHm5uYoKipicXGR/Px8g1jYnU9MTAwKhYKuri6Dj30utra27N+/n2uuuYZdu3Yhl8spKCjg3XffZXp6etV94uPjue+++7jvvvu2JDouIiIi8t+K3kqxo6MDb29vgoKCuO222+ju7jbGvC7A0Pm2crkcpVJp8GIybUrCuWJVJpPx4YcfcuLECRQKBc7Oztxwww1kZWXpVd0tCALd3d1bFrXt6enRidi1sLS0JCUlhd27d9Pd3U1RURGzs7MGm4M2z9bf33+FFdpOwNzcnMzMTExNTSkpKdEtTctkMoqLi/H39ycyMnJHdwE7HwcHB1JSUqipqTGYt68gCPT19VFUVISXlxdZWVlGK0jUFmO2trYyNzdnlGOci4+PDzfffDPp6emYmZkxOjrK22+/TUVFxao56Y888ghdXV288sorRp+biIiIyH8reonb9PR0/vrXv/LRRx/x4osvMjo6SlZWFlNTU6tur83HLC4upqSkZEUxxezsLCMjI8zPz6+rg48xiskcHBwMusSt0WgYHR3VpSQIgkBjYyP//Oc/6e/vx8TEhLS0NG688cYN+YqOjo6i0Wg23fVsPSwtLdHa2kpsbOy6ouVubm7s3bsXNzc3Tp06RUtLi0EKzhobG5FIJDuiI9pqmJmZsXv3bqytrSkuLmZ6epri4mL8/PyIioq6rIStFk9PTyIiIigrK0OhUGxqLKVSSXV1NS0tLezevZuoqCiDrb6shbOzM0FBQdTU1GxJdzATExMSEhK45ZZbCAwMRKPRUFNTw1tvvcXExMSKbe3t7Xnqqad46KGHtkR8i4iIiPw3simf24WFBUJCQnjooYf4xje+ccHjTz/99Ir7n332WUJDQ7G2tua1117j2Wef1T1mY2ODjY0Njo6OuLi48Mtf/pLU1FQsLCxobW3l6NGjODs7s2/fPp0t02ZoampCqVSu265rPUxMTFBVVcWVV16JVCqlsLBQ51nr6elJbm7uptIgTp8+jYeHx5ZU3NfW1rK0tER6erre+87OzlJTU4NarSYpKWnDKRSDg4PU19eTn5+/7R3RLoVGo6G8vJzx8XH8/f1JSEi4LIWtFkEQqKqqQqFQkJWVtSFBOjs7S0VFBdbW1qSkpGypzZharaawsBAfH58tTwvp6emhuLiYxcVFTExMSE5OJjExUfcaCoLAvn37SE1N5Ve/+tWWzk1ERETkv4FNmaTa2toSFxenyyE9n/MbI9x3330APPXUU5iZmWFiYqKLrCwuLrK4uMjk5CRdXV00NDQwOzuLIAgcOXKEv/zlLyvGcnFxwcfHB39/f37yk5+QnJwMnPWYNTc3v6SwkEqlBreTGhkZwdPTk4aGBsrLy9FoNJibm5Oenr7pKJ5UKkUqlbJ7924DznjtYw0ODrJ3794N7a91FOjs7KSkpITg4GAiIiL0ipLLZDLq6upISUnZ8cIWzq4szM7OYmtry+TkJAqFYtu8gA2B1kHh9OnTNDY2Eh8fv+59BUGgt7eXpqYmwsLC1u0Ha0hMTU1JTk7m9OnTeHp6Gjz96GIEBQXh5eXF6dOn6e7uprKykr6+Pvbu3cuuXbuQSCT87ne/Y/fu3dx7771ERUVt2dxERERE/hvYVOR2aWmJkJAQvvjFL/LjH//4gse1HcoGBgZWdD+ysrLCwsICQRCQy+XIZDJkMhnz8/NIpVImJia48sorsbOzQ6lU8te//pVnn32WqakpxsbGdM4JWp5++mkiIiKwtbXl7bff5oUXXiAoKIiYmBiSk5OJj48nLi4OX19fJBIJgiDwwQcfkJ2dbbCCMkEQeOedd5DJZDorIn9/f/bs2WOQIqjq6mpMTU1JSEjY9FgXQxAETp8+jYuLC9HR0Zseb25ujurqajQaDcnJyet6vdVqNUVFRbi7u+/YdIRzWVxcpLi4GA8PD2JjY6mrq2Nqaors7OzLWuDC2edWWFhIdHT0ujqzKZVKamtrmZqaIjU11eCd//SlpaWFsbExcnNzjZ4OsRqdnZ2cPn2a5eVlzMzMSE9PJzo6GolEwgMPPEBzczMff/zxZR3lFxEREdlp6CVuv/Wtb3Httdfi7+/P+Pg4P/vZzygsLKShoWHVE58h2++ePHmSqKgoPDw8mJqaYnBwkIGBAXp7e7nzzjsRBIGFhQW++c1v8s9//nPVMRwcHPj3v/9NdHQ0xcXF7Nu3DxsbG4OcWKqrq/nb3/5GREQEFhYWZGVlrbDP2gwKhYJPPvmE/Pz8VV0YDMng4CCNjY0cOHDAYN3PNBoNHR0ddHR0EB4efsnuXrW1tczPz5Odnb0tgkQf5HI5p0+fxt3dnfj4eN3FU11dHZOTk/8RAndiYoKysjJycnIuenEilUqprKzExsaGlJQUg9r2bRRteoKvr++2+QwvLCxQUFCgc6Dw9fUlLy8PpVJJeHg4L7zwAjfccMO2zE1ERETkPxG9xO1tt91GUVERk5OTuLm5kZGRwU9/+tM1I3yGFLdHjx4lMzPzkpG/5eVlent7aWtro76+npqaGhoaGujq6kKtVvPOO+8gCAImJia8+uqrfPzxx6SkpJCZmUlubi6ZmZl6RVqXl5c5ffo0RUVFKJVK0tLS2Ldv36af77m0tLQwOztLRkaGwcZcDZVKxfHjx4mOjsbPz8/g48/MzFBdXY2FhQXJycmrvs4DAwM0NjaSn5+/40WhXC6nuLgYV1fXC3Js/9MEbnt7O319feTl5V3g8CEIAj09PTQ3N6/r4mWrmZmZobi4mNzcXIN+L/VB64dbVlaGWq3GwsKCnJwcTpw4wS9/+Uuampp2xMWAiIiIyH8Cm0pLuBSGErdqtZr333+fK6+8csNFKUtLS3R2dhITE0NtbS0KhYKvfe1rVFVVrdjOzMyM+Ph48vPzefzxxy96wtF26ZLJZLS2tnLw4EEOHjxo0GijWq3WCfCNOCzoQ0tLCxMTE+zZs8do4kSlUtHc3MzAwADx8fErRLTWBzUtLc0oHqiGRCtsXVxcSExMXPX1EgSB2tpapqenyc7O3tKCKkMjCIIujzwjI0P3fJeXl6mtrWVmZobU1FRcXFy2eaar09TUxOTkJLm5udsqvKVSKSdPntS5KAQGBvKtb32Lu+66i29961vbNi8RERGR/yR29prv/2NpaQmJRLKpyIalpaUuf3N+fh5vb2+Ki4spLy/nmWee4dZbb8Xb21vXQekvf/kLJSUlNDY2MjY2xuuvv05JSQkqlUpXGf/ee+8hk8kwNzcnMTGRAwcOGHwZfXBwEEtLS6M3y1hcXKSrq4u4uDijnvy1Fw8pKSk0NjZSVVWFUqlEpVJRWVlJcHDwjhe2CoWCkpISnJ2d1xS28H9FWbt27aKkpOSCXPHLCYlEQnJyMgsLC7oOZjMzMxQWFqLRaMjPz9+xwhYgMjISpVK5Zb7ca7Fr1y6uv/56UlJSkEgk9Pb2cs011/Doo4/qnFVERERERDbHZRG5nZ6epqKigiuvvHLTc9JoNHzwwQdrLlH29vZSVFTE/Pw8119/PZOTk4yNjXHLLbcwNzeHvb09UVFRhIeHEx8fT3p6Oi4uLshksg3ZZl0MQRA4efIkISEh6yrm2Qzl5eU6A/ytQi6XU11djVwux87ODpVKtWHbqa1CoVBQXFzMrl27SE5OXteFgEajoaqqioWFBbKzszE3N9+CmRqH2dlZTp06ha+vL4ODg0RERBAaGrqj0hDWQps7rM21324mJiY4efIkUqmU5557juDgYN54440d/fkXERERuRy4LH5FDdnAQSaTAaxZmBUYGMhdd93FV7/6VXx9fUlMTGT37t0cOHAAe3t75ufnKS8v55VXXtH5+/7tb3/D09PTIPM7l4mJCZaWlvD19TX42OcfZ2JiwiDuCPpgbW1NVlYW9vb2jI2N4ebmtqNF0tLSEiUlJXoJWzhr8q/1eT1z5gwqlcrIMzUe1tbW2Nra0tfXR2pq6o7Lr70Ybm5u+Pj4UF9fvyPa37q5uXHjjTcSFRXFTTfdxHvvvcepU6e2e1oiIiIilz3/deJ2ZmZG5zW5Xnbt2sUPf/hDfvWrX/Hd736XW265RWfJVVVVRWdnJ6OjowwODrKwsEBtba1BTp7d3d0EBgYatIva+Wg0GhobGwkPD9+WnNC5uTkmJiaIiYmht7eXyspKlErlls/jUmiFrYODA0lJSXoLOm13OhMTE8rLyw3SvW2rmZ6epqCgAGtra7y9venq6tqSDmCGJCYmBqlUyvDw8HZPBTibprNnzx4+85nPcOutt/Lzn/98u6ckIiIictnzXydupVKpXt62S0tLfPTRR1RUVCCRSDh06BCvvvoqtbW1DA0N8eijj3Lttdfi4OBAe3s7v/jFL0hKSiI8PJxHHnlkzQYXl2J+fp6JiQmCgoI2tP966evrQ61WExISYtTjrIZSqaSiooLQ0FBCQ0PJz89neXmZoqKiHdWadHl5mdLSUmxtbUlOTt7wsrGpqSm7d+/WtaTdCdHD9SAIAh0dHZSUlBASEkJ6ejpJSUkoFAra29u3e3p6YWFhQWxsLA0NDTvqIiokJITf/OY3nDlzhmPHjm33dEREREQua/7rxO3MzAxOTk7r2nZiYoK33nqL/v5+TE1NycvLIy8vT+f/6u3tzb59+8jJySEqKop9+/ZhZ2eHhYUFnZ2d/OQnPyE8PJyEhASeeuopxsbG1j3P7u5ufHx8jBpNXV5epqWlhdjY2C3P89NaZVlbW+vao1paWpKVlYW3tzdFRUUMDg5u6ZxWY3l5mZKSEmxsbEhNTd3062Rubk5mZiZzc3M7Znn8YiwtLXHmzBl6e3vJzs4mJCQEiUSCmZkZaWlpdHZ2Mjk5ud3T1AsfHx8cHBxobm7e7qmswMXFhe9///t8+9vfvuwi4iIiIiI7if8qcatWq5mbm1tX5LalpUXXcczBwYEbbrjhgh71y8vLTE1N4eXlpbvvoYceYnx8nJdffpkDBw5gampKfX093/rWt/D19aW2tvaSx15eXmZgYIDg4GB9n6JetLa24uTktC3uBH19fUxOTuqqxrVIJBKioqJITU2lrq6OxsbGbTvRK5VKSktLsba2Noiw1aJt8jE6OqpzHtiJTE5OUlBQgJmZGfn5+RdcFDo4OBATE0NVVRXLy8vbNEv9kUgkxMfHMzAwwMzMzHZPZwX3338/09PTvPrqq5sea6dfOImIiIgYi8tC3MrlcoOI27m5OczMzC5aKa3RaDh16hSnTp1Co9EQGBjIjTfeuKrN0ejoKA4ODheM5+joyOc+9zk++eQTRkZG+MMf/kBKSgpBQUEMDAxQUFBAT08P//jHP1ZNW+jr62PXrl0Gaw28GnNzc/T19REbG7vlBUFSqZTGxkZSU1PXfF89PT3Jy8tjfHyc0tLSLbfRUiqVlJSUYGlpaVBhq0VbTNfT00NPT49Bx94sgiDQ1tbGmTNnCA8PJzU1dU2Hh8DAQHbt2kVNTc1lJabs7OwIDQ2lrq5uR83bysqKxx57jB/84AcoFIoNj6NSqS6bQj8RERERQ3NZiFtDRW61+bZr/ejL5XLef/99WlpaANi9ezcHDx68oCOTlpGRkRVR29Vwc3Pjvvvuo7KyksrKSg4dOkRgYCBtbW3cc889hIeHs3//ft577z3UajUajYbu7m6j5sAKgkBDQwNBQUFGb+d7PkqlksrKSsLCwnB1db3otnZ2duTm5mJubr6lebjaiK2FhQVpaWlGK+izt7cnPT2dpqYmRkZGjHIMfVEoFJSWljIwMEBOTg5BQUEXFUkSiYSkpCSkUim9vb1bN1EDEBYWhkql2nEXF5/97GdxcXHh2Wef1XvftrY2vva1r3H48GHuvfdejhw5sqNyi0VERES2gh0vblUqFSqVyqDidi1mZmYYGxvDwsKCQ4cOkZiYeNF5jY+P4+3tve7jOzg4YG5uTmBgIJGRkbpuSSdOnOC6664jMDCQH/7wh8hkMqNYi2kZGRlhbm7ugjQLY6Pt2GVra0t4ePi69tHmdvr5+XHq1Cmji0ClUsmZM2cwMzNj9+7dRnWqAHB2diYlJYWqqiqmp6eNeqxLMTExQUFBARYWFuTl5a175UDbTrmpqYn5+XnjTtKAmJqaEh8fT0tLy45qsGFiYsJjjz3G448/vu4Luo6ODj71qU8RFRVFcXExPj4+tLW18cgjj/Dwww8becYiIiIiO4sdL2613cnWip7qw6XErbe3N/n5+dxwww34+/tfdKzx8XFsbGw2HPkMDAzko48+orOzk2984xs4OjoyODjIE088wWc/+1n+/ve/b2jcS6FWq2lqaiI6OnrLmwn09PQwPT2tl0csnI0ORkZGkpSURFVVFR0dHUZZSlapVJSVlWFqakp6errRha0WLy8voqOjKSsr0/kwbyWCINDa2kpZWRmRkZGkpKTo/dlwc3MjKCiIqqqqy6oYyt3dHTc3tx1XXHbVVVcRHR3NU089teY2giCg0Wj47W9/S0JCArOzs7z//vscP36c3/3udxQXF/PLX/6SZ555ZlMpDiIiIiKXGzte3GpTEjaTPzYyMkJHRwcDAwO6/Ni1xFFYWNi6IlbrSUlYD8HBwTz11FMMDw/z29/+luDgYNRqNUtLS1RXVzM3N8fi4uKmj6Ols7MTc3PzS4p3QzMzM0NzczOpqakbbqPs7e1NTk4OXV1d1NbWGlREaYWtRCLZkojt+QQHB+Pv78+ZM2e2tDhLLpdTUlLC0NAQe/bsITAwcMPftcjISOBsoeLlRGxsLENDQ9seOT8XiUTCE088wa9//es12/JKJBLa29v505/+xDe/+U3eeustrr76apydnXU54uHh4fj5+VFVVbWV0xcRERHZVi4bcbtRTp8+TUFBAcePH6elpYUTJ04wOzu7KbGs0WgYHR01iLjVYmNjQ2ZmJv/6179obm7m8OHDmJiYUFhYyJVXXklGRgbvvffepiKWcrmcjo4O4uLitrTYZHl5mcrKSiIiIlYtzNOHXbt2kZeXx+zsLKWlpQbJJ9QKW0EQSE9P11m9bTXR0dE4ODhsWZOH8fFxCgoKsLKyIi8vD0dHx02NZ2pqSnJyMt3d3UxNTRlolsbHxsaG0NBQGhoadlRxWXZ2Nvn5+Tz++ONrbnP06FFUKhX33Xcf7u7uFzz+/PPPMzs7q7vwEBEREflv4D9a3La2ttLb28vBgwfJzc0lMzMTGxsb/vWvfzExMQFszC5ncnISMzMzg7oZLC4uMjo6SnBwMOHh4djb25OYmEh8fDzl5eWUlZVx3XXXER8fz5EjRzY07+bmZry8vDYtMPVBEARqamqwt7cnNDTUIGNaW1uTk5ODqakpp06dQi6Xb3gstVpNeXk5Go2GjIyMbRO2cDYSl5ycjFqtNliXu9XQaDQ0NzdTXl5OTEwMKSkpBnveDg4OREVFUV1dfVm1GQ4LC2N5eZn+/v7tnsoKHnvsMZ5//vk1PZ97enqIi4tbcaEtCAJNTU385Cc/4V//+hePPvroln7nRURERLab/2hxqy3McnFxQS6XExERQV5eHj4+Pnz44YcsLi4ikUj0FhHalARDRj97enrw8PDA1tZ2xf0BAQH09PTwzW9+ExsbGxobG7nxxhuJi4vj7bffXvfS/NTUFCMjI0RHRxtszuuhu7ub2dlZvfNsL4W24MvFxYXCwkJmZ2f1HkMrbNVq9bYLWy1mZmakp6czNTW14e52F0Mul1NcXMzo6Ci5ublGSU8JDg7G2tqapqYmg49tLExNTYmJiaGlpWVHuQvEx8dz3XXX8dhjj636+N13382///1vXn/9dWZmZjhx4gRPP/003/zmN3nttde48cYbuemmm7Z41iIiIiLby2UhbjeaoykIgi5COzMzw65du3T+ort27eLYsWNoNBq9RJcgCAbLt9WiUqno6+tb0/7L29ubJ598kv7+fr73ve9ha2tLU1MTN910E88888wlxbnW+issLAxra2uDzftSTE9P09LSQmpqqkEKAs/HxMSE+Ph4goODOX36tF6dstRqNRUVFSiVSjIyMra8uO5iWFlZkZ6eTnt7u0HdIUZHRykoKNBZrDk4OBhs7HPR2oMNDg6umS+6E/Hy8sLe3n7HtRR++OGHeemll1a1WktOTubrX/86TzzxBO7u7jz44IO89NJL2Nvb89JLL/H4448b1S9bREREZCdyWYjbjQoyb29vLCwsqK2tZX5+Xvcjb2NjQ0JCAsvLy3oXkczMzKDRaAy6zNff34+NjQ3Ozs4X3c7FxYXHH3+c/v5+vv/97xMcHExAQIBO2K1lG9Tf349SqTRYWsB60ObZRkZGXvJ5bQaJREJ4eDixsbGcOXOG4eHhS+6j0WioqKhgaWmJzMzMHSVstTg6OpKcnExVVdWGotLnotFoaGpqoqqqitjYWJKSkowepba1tSUmJoaampodFQm9GBKJhNjYWHp6elhYWNju6eiIjo7mpptuWjN6+9hjj/H6669z/Phxfvazn/H666/zxhtvkJmZCXBZuVeIiIiIGILLQtxuNC3By8sLZ2dn6urqmJ+fXxE9dHZ2Zn5+Xu+T2MjICJ6engbrWCUIgq5pw3ojyM7Ozjz22GO0t7dzzTXX4O7uTklJCUlJSVx99dU0NjbqtlUqlbS0tBATE7NlDgCCIFBdXY2jo6NRm1GcS0BAAKmpqVRXV1+0mYBW2CoUCrKysnaksNXi7e1NWFgYZWVlG/ZhXVxc5PTp04yPj5Obm4ufn5+BZ7k2AQEB2NvbX1bpCY6Ojvj6+u64Of/4xz/mb3/7G11dXRc8ZmJiQkREBLm5uVx99dVER0ejVqtXFCWeL3B3UuGciIiIiKH5jxW3giBgYmJCTk4OS0tLjI+P09bWpntcpVJhZ2enV8qDMVISxsbGUKlU+Pj46L2vqakp5ubmRERE4OjoSF9fH0ePHiU+Pp4777yT4eFh2trasLe3N+icL0VnZyfz8/MkJSVtqSuDp6cnmZmZNDU1rZqvqtFoqKysRC6X73hhqyU8PBwnJycqKyv1jsCNjIxQUFCAo6Mjubm5W96NTiKRkJiYeNmlJ0RGRjIxMaFXmouxiYiI4LbbbuNnP/vZqo+rVCqeeeYZvve977G0tISpqanuYtbExAQTExMmJycZGhoCEFvzioiI/Eezo8XterqTCYKw6rKntlDM3NycqKgoXF1daWxs5MiRI5SUlPDBBx/g4uKiVyew+fl5FAoFbm5uG3o+q9HV1UVQUNCmI8F5eXk0NTVx/fXXIwgCr7zyCmFhYfzyl78kPDx8y05mU1NTtLW1GS3P9lK4uLjovHCbmpp0ESqNRkNVVRULCwtkZWVty9w2gjZ/dWlpad3RRI1GQ0NDA9XV1SQkJJCQkLDlvr1abGxsiImJoba29rJxT7CysiIsLGzF52cn8IMf/IDXXntt1XbBZmZm1NXVcfz4cbq7u1c8JpVK+e53v8sVV1zBVVddxZe+9CUqKyu3atoiIiIiW86OFrcKhQITE5M1I2zLy8scPXqUnp6eVY3vtQJXLpdzxRVXsHv3bnbt2oUgCERHR7Nv3z695jMyMoK7u7vB8hVnZ2eZmZkhMDDQIONFRETwr3/9i9LSUlJSUlhcXORvf/sbaWlpuoiNMVlaWqKyspLo6GicnJyMfry1cHR0JCcnh6GhIRoaGlCr1VRXVyOTyS4rYatF66AwMDDAwMDARbddWFjg1KlTTE1NkZ+fv6EVAUMTGBiIjY3NjusCdjGCg4NRKBRb8r1ZL2FhYdx00038/Oc/X/Xxn/3sZ5w4cYKoqKgV97/xxhu888473H777dx+++0IgsBdd921FVMWERER2RZ2vLhdqzuZQqHgrbfewtzcHE9Pz4sKYLlcjru7O/7+/uzdu5fs7GwSExP1no+hUxK6u7vx9fXdsBvEWmgbPvzv//4vbm5u2Nvb6yy5jIU2z9bZ2ZmgoCCjHWe92NnZkZOTw9jYGCdPnmR2dpasrCyDv9Zbha2tLSkpKdTV1a35Pg4PD1NQUICTkxN79uy5wFZuu9CmJ/T39++oLmAXw8zMjMjISFpaWrakocZ6UKlU3Hnnnbz88surXuR4enqya9cu3W8enL2A/uc//0lOTg5f/epX+c53vsPvf/97lEolf/rTn7b6KYiIiIhsCZeFuD0fQRCorKzExcWFK664AgcHB2ZnZ5mYmGB+fn7FdlKplKWlpU33Vl9cXGRubg4PD49NjaNlaWmJwcFBgoODDTLeuWir47/2ta/R1dXFkSNHcHZ2pqioiDNnzvDEE09suEBpLdrb21lYWCAxMXHH5PNZW1vj6OjI4uIiDg4Ol13E9nw8PDwIDQ3VWZhpUavV1NXVUVtbS1JSEvHx8duWhrAWdnZ2hIeHG7xtsjHx9/fHzMzsogWKW4FSqaStrY1PPvmE0dFR3NzcOHz48KrbajQazpw5Q3FxMXB2FWNwcJC0tDSsra0RBAELCwuuvPJK+vr6tvJpiIiIiGwZl6W4lUgkyGQynTA8duwYBQUFvPfeexw/fpzq6mrddoODgwwNDVFQULApS6KRkRFcXV0NJpB6e3txcXExitdod3c3pqamBAYG6jqDxcTEkJeXx9NPP833v/99oqOjOXnypEGONzk5SUdHB6mpqTumSEvbGW1ubo68vDzm5uaorq7eUTmUGyEiIgJbW1vdc5HJZJw6dQqpVEpeXh7e3t7bPcU10VrRGaM5hTGQSCTExMTQ1ta2LXZmS0tLtLS08PHHH3P69Gl+//vf8+Uvf5mMjAxqa2tX9UA2MTHhN7/5DW+//bbuvjvvvJMnn3wSOHshdOrUKV599dUNrV6JiIiIXA5cluIWznZaWlxcpKGhAZlMxp49e7jqqqsICAigpaVFZ4elVCqJjIwkNjZ2U8LLkCkJarWanp4eo9hkKRQK2traiI2NvaBIzcHBgZtvvhk3Nze6u7vZt28fd95556aqwhUKBZWVlcTGxu4Ys3hBEKitrWV6eprs7GwcHR3Jzs5GKpVe9gJXIpGQkpLC7Ows1dXVFBYW4urquqPSENbCxMSExMREOjo6kMlk2z2ddeHm5oajoyOdnZ1bdky5XE5jYyOffPIJUqmUlJQUnnjiCcLDw+nq6uLNN9/k4MGD/OY3v1l1/zvuuGNFi/Hvf//7eHl5cfjwYW666Sa++93vcuWVV3LllVdu2XMSERER2UouW3Hr6+vL5OQko6OjREVF4eLigpeXF1FRUYSEhDA8PMzy8jJSqZTdu3dvKg90aWmJ6elpvZwVLsbQ0BDm5ua4u7sbZLxzaWlpwc3NbU1Hh8OHD9PR0cGXvvQlJBIJr7zyCpGRkbz55pt6H0sQBKqqqnB1dSUgIGCzUzcIgiBQV1fH1NQU2dnZugYgVlZWOoFbU1NzWQtcU1NT3XKztoGFoXyXjY2zszN+fn7U19dfFu+BRCIhKiqKrq6uTac2XYqFhQXq6uo4duwYCwsLZGdnk5mZiaenJ62trTz99NO6AsHvfe97PPfcc0il0gvGufHGGwkICOCee+7hr3/9K5WVldx1111UVVXx3nvv4eDgwE9+8hPs7OyM+nxEREREtosdfUa8mLiNj49neHiY3t7eFRZDVlZW2NnZMTMzg0KhYGlpCUdHx03NY3R0VNe6d7NomzYEBwcbPDd1ZmaGoaEhYmJiLrqdo6Mjf/zjHykpKSEyMpKpqSkOHz68ZhX2WrS1tSGXy0lISNgRebaCIFBfX8/ExMQKYatFK3Cnp6epq6u7LMTV+czPz1NUVMTS0hLh4eFrOoXsZKKjo5mbm1tXN7mdgLOzM25ubkZryzs/P091dTUnTpxApVKRl5dHenr6CseR8x1aMjMzSUpK4tlnn111zD//+c8kJCTw1a9+lTvvvJMHH3wQX19fPv74Y44ePUpERIRRnouIiIjITmDD4vaJJ55AIpHw4IMPGnA6K7mYuLW0tOTGG29EIpHQ0dHB2NiY7jG1Wo2zszNSqRQHB4dNW3cZMiVhamqKxcVFg3eKEgSBhoYGQkJC1r08rc3d+973voezszPe3t50d3evS/SNj4/T2dlJWlrajsiz1T7/8fHxVYWtFq3AnZiYoKGh4bISuAMDAxQWFuLu7k5OTg6RkZE4OjpedpFoc3NzYmJiaGhouGxa80ZFRdHX12fQtrxSqZSKigoKCgowMTFh7969pKSkrDsP/7vf/S6/+c1vdM4I5xIdHc1jjz1Gf38/f/vb32hoaKCoqIgDBw4AYocyERGR/2w2JG4rKip44YUXiI+PN/R8dAiCcMnuZDY2Ntx6660sLi5SXFzMyZMnOX36NFVVVURFRSGTyTadB6pUKpmYmDCYuO3q6iIwMNBgXrlaBgcHkcvlhIWF6bWfpaUljz/+OL29vVx11VV0dXVRUlLC888/v6bllFwup6qqiri4uE1HxQ2BIAg0NjYyOjpKdnY2NjY2F93e2tqa7OxsRkZGaG1t3aJZbhyVSkVNTQ2NjY2kpaURExODiYmJrsGDVCpd1dh/J+Pr64u9vf1l8frD2Xx1b2/vFV0ON8r09DRnzpzh9OnTWFlZceDAARITE/VOEzh06BDe3t689NJLa27j5OREamoqgYGBK1wqdsJKi4iIiIix0FvcymQybr/9dl588UWjGvWrVCrUavUlW+/a29tzww03EBISootgXH311fj6+iKVSjctbsfHx7G1tTVIfppMJmN8fNzgPrAqlYrm5mZiYmI2LJrt7e1xc3MjPz+f0tJSvvzlLxMXF0dpaemK7bSdvjw8PPD39zfE9DeFIAg0NTUxPDy8LmGrxcbGhqysLHp7e3d09f7c3BxFRUUsLCyQn59/gRWdhYUFqampNDc3G9XH2NBIJBLi4+Pp7e29bOYdGRnJ0NDQhorhBEFgYmKC4uJiSktLsbe358CBA8TFxW043UkikfCd73yHJ598cl1evJdLXraIiIjIZtH71+6rX/0q11xzjW55y1goFApMTU3XJdZsbGxISEjgqquuIjs7G09PT53H7WbFrSFTEnp6evDy8jJI7u65tLe3Y2NjY5BuVObm5uTk5ODv78/AwAB79uzh4Ycf1uU1t7a2sry8THx8/LZHfwRBoLm5maGhIbKzs/V2C7C3tycrK4v29vZt9zI9H0EQ6Ovro6ioCC8vL7Kystb83Li4uBAaGkplZeVl0+IWzr7+wcHBl016iK2tLb6+vnpFbwVBYHR0lFOnTlFRUYGrqytXXHEFMTExl7xwXw+HDx9GrVZz5MiRTY8lIiIi8p+CXuL2H//4B9XV1TzxxBPGmo+O1bqTyWQyBgcH19xHIpHotl9cXESlUm3KR1atVjM2NmYQcatUKunr6zO4/dfCwgLd3d3ExcUZTGxmZGTQ0NDAZz7zGdRqNY8++ig5OTlUVlbS3d1NamqqwdMq9EUQBFpaWhgYGCA7O3vDkXVHR0cyMjJobGzcMQVOKpWK6upqWlpa2L17N1FRUZeMuoWHh2NhYUFTU9MWzdIwhIeHI5PJdlSb24sRERHB8PDwimYxqyEIgs5fu7a2Fm9vb6644goiIiIM2kzEzMyMBx98kKeeespgY4qIiIhc7qxboQwMDPDAAw/w8ccfrzviMDc3B0BNTQ329vZIJBJMTEywsbHB2toaU1NTzM3NMTMzw8LCAgsLC0xNTZFIJBfk2yoUCj744ANmZ2e54oorCAwMvOixZ2ZmcHR03FSnpsnJSczNzQ2SV9rX14eDg4PBUzkaGxvx9fU1uMesg4MDf//737n66qv58pe/TFlZGXv37uWZZ54xSuMJfWltbaW/v39TwlaLi4sLqampVFZWYm5urrNRW1paQi6X626Li4soFAqdC4dCoUCpVKJWq9FoNLq/2pv2/4IgYGJigpmZGWZmZpibm+s+9+f/f3l5ma6uLp3oXu9rbWJiQnJyMgUFBXh6ehqsk56x0RaXNTU14enpue0XTZfCxsYGf39/2traiEmMx9pspVDVaDQMDg7S0dGBWq0mNDSUgIAAo3aM+/znP88jjzxCSUkJWVlZRjuOiIiIyOXCus8kVVVVjI+Pk5KSortPrVZTVFTE73//e5aWli74Adcukebn56+4/8c//jEHDhxApVKhUqlQKpW6qmkTExMsLS11y5R1dXVYWFhQUlLC7Owszs7OuLq6XnK+hkxJ2GxEVKPR0N3dfUmLLn0ZHx9ncnLSqCkid9xxBxkZGVx33XW0tLQwNjbG8vLytraybWtro6+vj6ysLOzt7Tc8jiAILCwsMDc3x+zsLEqlkj/+8Y/4+/vrcr4NhUajuWjKgCAITE1NMTw8jLu7OyqVig8++AA462trZ2eny/3W3hwdHVdY1Nna2hIXF0dNTQ179+7F0tLSYPM3Jr6+vrrc56ioqO2ezkVpmx3ldWUXR4caWR56H2tTc672ieUzgWlYSZfo6OjAxMSEsLAw/Pz8tiTP1cHBgS9+8Ys89dRTorgVERERASTCOpPd5ufnL+hFfs899xAZGcl3vvMdYmNjL9hnbm4OR0dHBgYGVkSgrKysLhBHgiCgVCpZXl5maWmJ9vZ21Go1Tk5OFBUV0d3djUajITk5GUdHR92J3t7eXnezs7PTnUxOnz6Nn5/fhpsLCILARx99RGpq6rrE9MUYHh6msbGRAwcOGOxkp9FoKCgoICAgwCidzs6lqamJoaEhpFIpAQEBzM3NkZqaiqOj45YXqbS1tdHd3U12drZeEeSlpSUmJyeZmJhgcnKSmZkZ5ubmLhCwo6OjTE1NERYWpltNsLa2xtraGhsbG6ysrHQ3S0tL3WqDiYkJJiYmq/5bIpHoxK1Sqbzgr1wup7m5mcnJSYKDg7G0tGRhYQGZTLaqzdP5WFpa4uLiorv19/dja2tLRkbGtudFr5eZmRmKi4vZt2/fuosCt5oPBhv4XvURVILmgsdMkXCndSSfic7Gx8dny1/3gYEBwsLCaGxs1LU5FhEREflvZd2RW3t7+wsErK2tLS4uLqsK23NxcHC4pBCRSCQ6MWFnZ4eZmRlubm5IpVJMTU2JiIjgqquuwtPTk4WFBd3Jf35+nrGxMebn5xEEAXt7exwdHZmentbZ32xEgE1PTyMIAs7Oznrvez5dXV0EBwcbVAj29vYiCILBnRfOZ3R0lN7eXnJzc7G3t0cQBDo7O3nnnXf4+c9/zgsvvEBubq5R56Clo6OD7u5usrKyLvp5UqlUTE5O6iLb4+PjuhSZ8zExMdF9ZhwcHMjKymJwcBClUskVV1xhkKKfiyGVSqmsrCQoKIibb775gmirWq3WfdbP/Ts/P8/s7Cxzc3MsLS0xPDysyxlWKpV0dnbS2NhIREQErq6ueHh44OzsvGPFrpOTE97e3jQ3N5Oamrrd07mAttnRNYUtgBqBVxRtXO+Qvy2vsZ+fHzfeeCN/+MMfePrpp7f8+CIiIiI7iR2b4KZQKBgeHtb5YO7Zs0fnBrCaWD53iXlsbEzXraqmpgZHR0ecnZ1xdnbGxcVlXcu1IyMjeHp6blqQzszMMDs7S0ZGxqbGOZelpSVaW1tJSUkxauR0cXGR6upqEhISdMv/EomEsLAwHn74Ydra2ti/fz+//e1vue+++4w2D4DOzk46OjrIzs6+IAd6aWmJkZERncCbmZlZtfrewcEBNzc3XF1dcXZ2xtHRcUW0X0t0dDRlZWVUV1eTkZFhlNdYEAR6enpobm4mPDycsLCwVUWRqanpRS8OVSoVUqmUqakppqammJycZGpqCm9vb+rr61laWtKtklhYWODh4YGXlxfe3t64ubntKLEbFRXF8ePHmZ6eNshFpSF5tbtsTWGrRSVoeKW7jEcTr9uiWa3k61//OldeeSWPPvroptJ1RERERC531p2WsBG0aQmzs7N6FyH94x//YGRkBFtbW5KSkkhLS1v3vv39/fT19ZGTk8PCwgLT09PMzMwwNTXF/Pw89vb2uLq66oTO+R22BEHg2LFjxMXF4enpqde8z6eqqgpzc3ODNryoq6tDLpcbVDCfj0aj4fTp0zg6OpKQkHDB4wsLC9x99928+eabAHzxi1/k97//vVG6lXV1ddHW1kZWVha7du1Co9EwNjbG4OAgQ0NDTExMXCBmbWxscHd3x83NTfc+6xOFVSqVnD59GicnJ4O3F1YqldTU1DAzM0NqaiouLi4GGxvOfn7n5+cpKChgYmICT09PxsfHL+gGZmlpibe3N76+vvj4+OyIQsG2tjbGxsbYs2fPjhLeqe8/hlx96W5q1qbmVH7qB1swo9VJT0/nzjvv5Gtf+9q2zUFERERku9mRkduZmRnOnDlDcHAwISEhei9TaovJJBKJrvhG23BgaWlJF+Fqbm5mYWEBJycn3N3d8fDwwNHRUbfUq62a3yhyuZzh4WH27t27qXHOZXZ2loGBgQuK9AxNU1MTGo1mzZQTW1tb/vnPf/L444/zox/9iBdeeIHm5maOHDmy6Rzlc+nu7qatrY2EhASGh4c5c+YMw8PDFxRn7dq1C29vb7y9vfH09Nx03qa5uTkZGRkUFhZiZ2dnsDzGmZkZKisrsbe3Jz8/3yhFXxKJBAcHB6666ipOnDhBZGQkfn5+TE9PMzo6qotwLy0t0dPTo+tu5uDggK+vL/7+/vj4+Bi1wn8tQkJC6OnpYXh42CC+zZtlYWGBxraWdQlbALlaiUKtxMp0e1pSf/3rX+fRRx/lvvvuE5s2iIiI/Ney4yK3CoWCN954g9LSUvbv388NN9yg90m2qKiIoKAg/Pz8LrmtXC5nfHycsbExJiYmMDMzw9LSElNTU7Kzszd1gmhubmZubs5gEVZBECguLsbJycngzgvnMjw8TE1NDXl5eeuy2Xr33Xf57Gc/y8LCAn5+fhw7dozw8PBNz6OxsZHCwkJ27drFwsLCisesrKx0EUdfX1+9GzisF22hU2pq6qai+IIg0N3dTUtLC5GRkYSEhGxJZHJ0dJSqqir27du3ogmERqNhcnKSwcFBBgcHGR8fX9Ge1dzcHH9/fwIDA/H39zdKRH4t+vr66OjoYN++fdsm0Obm5ujo6GB4eBhvb2++NPLhZRG5XV5eJiAggP/v//v/uOqqq7ZtHiIiIiLbyY6K3Go0Go4dO8b09DR2dnZcc801egtbjUbD7Ozsum3ArK2tCQgIICAgQHfCr6qqQhAEjh49iqenJz4+Pri5uek1F5VKRW9vr17pFJdieHgYmUxGenq6wcY8n4WFBWpqakhKSlq3f+x1111HeXk511xzDXC22YYgCBsSbzKZjJ6eHkpLS2loaCA4OFgnbN3d3QkMDMTPz2/LiqOcnJxISkqiqqqKPXv2bGjpfnl5mZqaGmZnZ8nKytrSfFJPT088PT2pq6sjPT1d95qZmJjg7u6Ou7s7ycnJKJVKhoeHGRgYoLe3l8XFRbq6uujq6sLMzIyAgABCQ0O3xN7K39+frq4uenp6jO4Ecj5SqZT29nbGxsbw8/Nj37592NracnXNIG/111xy/6t947ZglmtjYWHBl7/8ZZ555hlR3IqIiPzXsqMit1pBI5fLCQwM5Prrr9f7mFKplOLiYq6++uoNiZ+FhQWOHz/OoUOHWFhYYHh4mKGhIVQqFd7e3vj4+ODq6nrJsXt7e+np6SE/3zDV0yqVSrfErE2xMDRqtZpTp07h7Oy8oRzh6elpxsfH6evrw93dnYSEhHUJIaVSSVdXF62trYyPj+v8XoOCgggNDSU4OJjAwMBNN2vYDK2trQwMDJCXl6eXx+/09DSVlZU4OjqSlJS0Lf7Ay8vLnDhxgtjYWHx9fS+5vSAITExM6D7Ds7OzuscsLS0JCQkhNDQUDw8Po11gjI2NUV1dzYEDB7Ykajw1NUV7eztTU1M6IX9upLttdpRbCl+4aFGZmcSEN/K/RLjD9jbQ0H53WlpaCA4O3ta5iIiIiGwHO0bcdnZ2cuLECQDdknt2drbex+zt7WVoaGhD+2rnMTExQWZmpu4+QRCYmZnRFTCZmpri5+eHv7//qsvhgiBw4sQJXXciQ9DW1sbo6Ci5ublGExT19fXMzMyQk5OzqXxLuVxOWVkZb7zxBq6urjzyyCOrznlsbIzW1la6urp0ObRTU1PI5XIOHjxIcnLyjvE8FQSB8vJy1Gr1uhwUtJZpbW1tREVFERwcvK0FUkNDQ9TX17N//369Bfbk5CQdHR10dXWxuLiou9/Ozo7w8HAiIyMNfuGhTcFxdXUlMjLSoGOfe4yJiQna29uZnZ0lKCiIkJCQNfOgL+Vz+6BPFvemXmGUuerL4cOHCQ4O5he/+MV2T0VERERky9kR4nZqaop33nkHlUpFUlISjo6OzM/Pr+iGtl5qa2t1LT03wqlTp/Dz81uzva+2Un9gYICxsTGcnZ0JCAjAy8tLJwjHx8eprq7miiuuMEhRjlwu5/jx40Zd0h4aGqKuro68vDyD5K9WVVXpCgHvuusu/vSnP2Fubo5CoaCjo4PW1lZmZmZ02+/atUv3vufn5xu0KM1QKJVKioqK8PT0vOjna2lpierqamQyGampqQZvubwRBEGgrKwMCwsLkpOTNzzG8PAwHR0d9PT0rHBf8PPzIyoqCn9/f4OlLUxPT1NSUsIVV1xh0MI7QRAYHR2lvb2dhYUFQkJCCA4OXleEuH1ujFe6y/hgsAG5Wnm2Q5lvHIccQphrH+DgwYM7opDrxIkT3HrrrQwMDBjdq1lERERkp7Ht4lahUHDkyBHm5+fx8/Pj0KFDNDQ0YGpquiGBWlBQQFhY2IYqrRUKBR9//DEHDx5c1wlhaWlJl6OoVCrx9/cnKCiIuro6nJycDBZxqqysRCKRbEjsrweZTEZhYSHJycl4eXkZbNxnn32W+++/H41Gw4EDB/jGN77B0NCQrnDJzMyM4OBgIiMjUSqVurzQzbpUGBPta5WYmLjqZ0ybs63N1d3KQqxLsbi4yIkTJwzyGqtUKvr6+mhtbWVoaEh3v52dHbGxsURGRhokBaOsrAwbGxvi4jafyyoIAkNDQ3R0dLC0tERoaCiBgYGYmW2s9OBcVwTtak1YWJjR0ob0QRAEoqKi+OEPf8gdd9yx3dMRERER2VK2taBMo9Fw/Phx5ufncXBwYN++fUgkEhQKxYYilGq1mrm5uQ1HykZHR3Fyclp3pMPS0pLQ0FBCQkKYnJykp6eHY8eOIQgCgYGBGy6qOpepqSlGR0fZv3//psZZC7VaTUVFhS76bEi+8pWvYGlpyVe+8hWOHTtGb28v999/P76+vkRGRhIaGoqFhQWDg4PU1dWxe/fuHS1s4ax4S05Oprq6GgcHB51ZviAItLe309HRQUxMDIGBgTvKpxXOev9GRUVRV1fH3r17N7WqYGZmRkhICCEhIczOztLa2kpbWxsymYwzZ85QVVVFZGQkcXFxm0pZiIqKorCwkJCQkA2nqGg0GgYGBujo6ECj0egE6GZXVc61+5JIJISEhNDV1YWfn9+2v/cSiYSvfOUrPPfcc6K4FRER+a9jWyO35eXl1NbWYmZmxg033KATtEVFRYSEhOgdfZ2enqasrIxDhw5t6ORSWlqKm5vbpjxNq6qqmJ2dRaFQYGNjQ2hoKN7e3htaqhQEgcLCQry9vQ1irbUatbW1zM3NkZOTY7DlVLVaTUdHB/X19brq89///vcsLS0RGxvLyZMndWkHQ0ND1NTUsHv3btzd3Q1y/K2gubmZkZERcnNzUavVVFdXs7i4SGpq6rqdOrYDjUZDUVERXl5eREREGHRs7fve0NCgSzmRSCQEBwcTHx+/4QuXqqoqTE1NSUxM1Hs+fX19dHZ2YmJiQnh4OL6+vkZLG1Cr1Xz88cekpKTsiM/yzMwM3t7eVFZWGtU6UERERGSnsW3JYf39/dTW1gKQl5e3IlKrUCg2lCd2bvMGfVEqlUxMTGwqerm8vMzIyAgpKSkcPHgQf39/WlpaOH78OD09PajVar3G6+vrQ6lUGs0OaXBwkOHhYVJTUw1ywl9eXqa2tpbXXnuNoqIipFIpFhYWHD58mGPHjuHs7ExjYyOvvPIK8H9+umlpaTtCDOhDZGQkVlZWlJeXc/LkSSwsLMjLy9vRwhbOWoDFx8fT0dFxgXfwZjE1NSUyMpLDhw9z1VVX4ePjgyAIdHV1ceTIEd599136+/v1Hjc8PJyBgYF1z1epVNLR0cEnn3xCX18fMTEx7N+/36D5wKthampKUFAQnZ2dRjuGPjg5OXHzzTfz4osvbvdURERERLaUbUlLWFhYoKCgAIDY2NgV4k0QhE2L240wNjaGvb39poqpent7cXJywtHREUBnYTU8PEx7ezttbW2EhYURGBh4ySXR5eVlWlpaSExMNEqnqPn5eWpra0lNTd20I4FKpaKxsZHa2lqWl5eBsx3M4uLiVuReFhcX89prrxEaGkpTUxM9PT2kpqbi4bG91kkbQSKR4OjoSFdXF76+viQnJ2/7UvR6cXZ2xtfXl4aGBqO1cPbz88PPz4+pqSkaGhro7OxkdHSUDz/8EDc3N1JSUtadm2pvb4+Pjw9tbW0XLYZbXl6mu7ub7u5u7OzsSExMNKpd2WoEBQXR0dHB3Nzcjmhn/IUvfIFPf/rT/PznPxcLy0RERP5r2HJxKwgCJ0+eRKFQ4OrqekFDguXlZQRB2FB1tHYZbiOMjIxsKmqr0Wjo6ekhISFhxf0mJia6Tlqjo6O0tbXR0dFxSZHb1taGo6PjprpirYVKpaKiooKgoKBNja9Wq2ltbaW6uhq5XA6cjRYlJiYSEhJyQZQsMjKSn/zkJzQ3N9PR0YGHh8eKivvLBYVCQVVVFXK5nISEBBobG3UpOJcL0dHRHDt2jNHRUaN8xrS4uLiQn5/P7t27qa+vp7m5mYmJCT788EM8PDzIyMhY18VNREQEJ06cIDw8/IIcXoVCoWv64OTkRFpa2rq8qI2BpaUlPj4+q/4WbAd79uzBzc2Nt99+m89+9rPbPR0RERGRLWHLxW1NTQ3Dw8OYmZmxf//+C8SdQqHA3Nxc7wpmpVKJTCbbUORWrVYzNja2qbzW4eFhTE1N1zxRSyQSvLy88PT0ZHR0VOfvGhERcUHXp7m5OXp7e8nLyzPKCbqhoQFzc3OioqI2tL9Go6Gzs5PKykpkMhkADg4OpKSkEBoaetE5j42N0d3djY+PD3fddRcymYyioqI1rdd2GlqbNzc3N9LT0zEzM0OhUFBZWUleXt6GK++3GgsLC6KiomhsbNS7+95GsLGxISMjg4SEBOrr62lqamJsbIx33nmHoKAgdu/efdGLA1tbW3x9fWlvb9dFb+VyOR0dHfT39+Pq6rrl3d/WIjg4mNOnTxMVFbUtTTvORSKR8D//8z/86U9/EsWtiIjIfw1beibW9rkHyMnJWfVkplAoNhS1nZ2dxcrKakNLbxMTE1haWm54GVGbV7geo/5zRe7Q0BCtra10dnYSHR2ti6A1NjYSGBholGXN/v5+RkdHyc/P31D+YXd3N5WVlUilUuCsaElJSSEiIuKS442Pj1NRUUFSUpLOFWNgYIA9e/Zw6tSpHS1wNRoNra2tdHd3ExcXh7+/v+69joiIYHJykoaGBpKSkrZ5pusnMDBQV3Bl6OKytbC2tiY9PZ24uDgqKytpa2ujp6eHvr4+oqKiSElJWfM7HB4ezokTJ/D19dW1Cvb09CQnJ2dH5TprPZv7+/s3VZxqKO666y5+8IMf0NnZqdd8ampqOHr0KD09PezevZt9+/ZtezMSERERkfWwZeJ2aWmJEydOIAgCYWFha0ZJtyPfVpuSsNEf7ZmZGWQymV7+lhKJBF9fX7y9venr66Ouro6uri48PT2ZnZ3VNUAwJHNzc9TX17N79+4VrUXXw/T0NMXFxYyMjABgZWVFYmIi0dHR64pWjo+PU15eTlJSks4F49SpU+Tm5tLd3U1OTg4lJSU7wiP0fORyOVVVVSwvL5Obm3vBRYfWg/jkyZO4ubmtq8XtTkAikRAXF0dpaSn+/v56fyY2g42NDbm5ucTFxVFWVkZ/fz9NTU10dHSQmJhIbGzsBZ8rtVqNlZUVpaWl+Pn5kZ+fr7Ni22kEBwfT3NxMSEjItotBd3d3rrnmGv7617/y6KOPXnTb6elp/vCHP/DnP/+ZwcFBgoODiYmJ4fvf/z7BwcH88Ic/5Nprr92imeuHRqPR5fyLiIj852Fubr7uVcYtswIrKyujp6cHBwcHbrrppjXN7bVemfo2LKisrMTe3l7vCJRGo+Gjjz5i9+7duLi46LWvloqKCqytrYmNjd3Q/nA2raK9vZ3Ozk6cnJzYvXu3QQtAVCqVzlZMn3SE5eVlKisraWpqQhAEzMzMiI+PJz4+ft1LrhMTE5SVlZGQkICfn9+Kx4aHh8nNzdVFvktKSnZUgdnY2BjV1dV4enoSFxd3USE/MjJCTU0N+fn5O6Zt8HqorKzExMRkw53LDMHw8DBnzpxhcnISOJuGkJaWRlhYmM5Obnx8XJfWs3///h39Gms0Gj755BMSEhKMmtO8Xt59913uv/9+enp61lxhGR0d5ctf/jKNjY3ceuut3HTTTQQGBmJhYYFMJuOZZ57h3XffpaGhYYtnf2mWl5fp6enRNYgRERH5z2TXrl14enpeMmiwJZHb9vZ23Y/q/v37L9q1aaOR25mZmQ1F/aanp5FIJBvO1VtcXDRIkwVzc3PMzc2xs7PDysqK48ePExkZSVBQ0KbtiwRBoK6uDisrq3V3TdM2JSgrK0OhUABnK8EzMzP1MuWfnJxcU9gCeHt7c/LkSTIzM+nu7mbfvn2cPn1621vWajQaWlpadIVBq839fLy8vBgdHaWmpoasrKxtj9itl+joaE6cOEFQUNC2ve7e3t58+tOfprOzk4qKCmQyGe+//z7Ly8v4+fmRkJDAgQMHsLa2prKyko6Ojh1RsLUWJiYmBAYG0tPTsyPE7VVXXYVcLqegoIB9+/atus3TTz/NmTNn+Oc//0lGRsaKi1c7Oztuvvlmnn32Waanp3dEbrMWQRAYGRnB1NT0gvoFERGR/wwEQWBxcZHx8XGASxoAbIm4LSsrw9zcnLS0tEsauWtdFPRheXmZxcXFDaUljIyMrOsqYC26u7vx9PTcdBRJLpfT3t5ORkYGrq6uTExMUF9fT39/P/Hx8RuOKsNZv9yJiQny8/PX9TwnJyc5ffq07kO0a9cusrKy9F5un5qa4syZM8THx19UHPr5+VFQUEBWVhZDQ0M0NzeTnZ2t17EMyeLiIpWVlajVavLy8vRa+o6Li6OgoIDOzk7CwsKMOEvDYWNjQ0hICI2NjeTk5GybKJdIJISGhmJnZ8dHH33EwMAAu3btYnZ2lsXFRZ3YCgsL49SpU0REROxoeyt/f3/a29tZWFjYlMWgITA3N+eOO+7g5ZdfXlXcags7f/GLX5Cbm7vqGO+88w4pKSkYcbFvQ6hUKhYXF/H29t7R0XwREZHNoU2dGx8fx93d/aIpCka9xNX+CKpUKjw9PYmPj7/kPgqFQu/cP6lUio2Njd6Vydor/o1agCmVSvr6+gzSZKGlpQUPDw+dsHdzc2Pv3r34+PhQWlpKbW3thmyzZmdnaWxsvGihjhaVSsWZM2c4cuQI4+PjmJubk5GRwc0337xhYastvroUoaGhnDhxgjfffJPZ2Vnm5ub0Op6hGBkZoaCgAAcHB3Jzc/XO6TQzMyM5OZm2trZtew4bISwsjIWFBV1O9VYjCALDw8MUFRVRW1tLVlYWjzzyCDk5OZiZmVFbW8tbb73F2NgYjo6OuLi40N3dvS1zXS/W1tZ4enrS29u73VMB4O677+bNN99c9XNpZ2fH1NQU8/PzK+6XyWRUVVXxne98h6eeeopDhw5t6kLbGGib42y3M4WIiIjx0V7AXkoPGTVy29raevYgZmbrjhpuxC1ho8Vks7OzKJVKvSPFWgYGBrCzs9v0Uu709DTDw8MXRFS0LUN9fHyor6/n+PHjJCQkrFuMK5VKKioqCA0NvWTEfHx8nIKCAp0LQmhoKBkZGRuKhExPT3PmzBliYmIICAhY936xsbHExsbS1tZGSUkJXl5exMXFbckyo0ajoampif7+fhISEjZVFObs7ExwcDDV1dXk5uZeFsukZmZmREZG0tzcjKen55bNWaPRMDQ0REdHB0qlktDQUAICAnS5zfv37yckJIRTp04hlUp55513iI+PJygoiKqqKsLCwi6a5rTdBAYGUllZSWRkpNHt1i5FfHw8ERERvP3229x9990XPP6FL3xBl3YQERHB9PQ0bW1tVFdXs7CwwMMPP8y3vvWtrZ/4OjHEioPWzUffmg8REZGtYb3fc6OJW6VSSXV1NQCpqanrsrUSBIGlpSW9I7czMzMbiiaMjIzg4eGxoZOOIAh0d3cTGRm5qR9VQRBoaGggNDR0TSFpa2tLRkYGg4OD1NTUMDg4SHx8/EUvArR5ttbW1hctslOpVFRWVtLQ0IAgCNjY2LBnzx69ROm5zMzMUFpaSnR09IatvbSWT5/+9Kf54he/yG9/+9sNjbNeFhYWqKysRBAE8vLy9MopXouIiAjGxsZoa2vbsJ/wVuPv709XVxe9vb0EBwcb9VgajYaBgQE6Ojp0Dip+fn6rfhcDAwPx8vKitLSU9vZ26uvr6enpwcrKit7e3h2d/uHq6oqFhQUjIyM7wkXjjjvu4JVXXllV3H71q1/FycmJH//4xzg7O2NhYYGpqSm5ubncdtttpKWlbf2Et5jnn38eiUTC888/v91TERER2QRGC8+Ym5tz1VVXAay7iGlpaWlD3ck2GrndTErC6OgoarV6wx3RtAwMDLC0tHRJ/0mJRIKfnx/79u1Do9Fw8uTJiy4h9/b2Mjk5SUpKyprie3x8nLfffpv6+noEQSA8PJzDhw9vWthGRUURFBS0oTHg7HN1cHBAoVDwu9/9jieffHLDY12K4eFhCgoKcHJyYs+ePQYRtgCmpqYkJyfT1dXF7OysQcY0NiYmJsTExNDW1ma0znEqlYru7m4++eQTOjs7CQ8PZ//+/ZdsSW1paUl+fj6HDh3C1taW+fl5Ojs7dUVnOxWJREJAQAB9fX3bPRUAbrvtNgoLCxkeHr7gMRsbG/7nf/6H4eFh3n77bV555RUqKip46qmn/iuE7fz8PK+99hqvvfaarjnNTqe1tZWMjAydNaPI1iBXXX6dNS9Ffn4+Dz744Lq3f/nll3eUv/j5GHXtUVtRu97IpkKh0EUL1otCoUChUOjd+nR+fp6FhQXc3d312k9Ld3f3pp0MlEolzc3NxMTErLuzlZWVFbt37yYmJoaamhpqamouECJSqZSmpiZSU1NXzbPVaDSUl5fzzjvv6PKVr7zySvLz8zfUQEN7zNLSUiIiIgwS9bv99tt54oknAHjooYf45z//uekxz0WtVlNfX09NTQ1JSUnEx8cbfNnY0dGRkJAQampqLhuLIg8PD+zs7Ojq6jLouEqlko6ODo4dO0Z/fz9xcXHs27cPf39/vb5D/v7+HD58mMjISBwcHOjv7+eFF15YVaztFPz8/Jient4RgsnHx4e8vDz+8Y9/rLmNWq3G2dmZ6Oho3f/P/fzutIIyQ/H3v/8dmUzG/Pw8f//7341+vLvvvhuJRIJEIsHMzAx/f3++8pWvMDMzs+4xHn74YWxtbWlra+P48eNGnK1Iy9Q4DxV9SNTLvyHy5d8Q9fJveKjoQ1qmxrd7ajuaf//736Snp2NtbY2rqys33njjlhx3RyUDbjTf1s7OTu+8u5GREdzcUBRx8gAAzEtJREFU3DaUrzc7O8vMzMymO2q1t7djZ2end/RXG8Xdu3cvi4uLFBQUMD09Dfxfnm1YWNiqucQymYx3332X2tpag0Rr4ezrUVJSQnh4uEGK67R85zvf4Stf+QqCIHDHHXdw+vRpg4wrk8k4deoUMzMz5Ofnbzr6fjEiIiLQaDR0dHQY7RiGRCKREB0dTWdnJ0tLS5seb3l5mdbWVj755BNGRkZITEwkLy8Pb2/vDafzWFhYkJubyzXXXENAQAA9PT289957nDlzZkdeRFhaWuLp6bljore33347r7zyyqqPLS4uctddd/Htb39bJ2JNTU2RSCS6/18uFnf68sILL6z6b2Ny6NAhRkZG6O3t5U9/+hPvvfce991337r37+rqIicnh4CAgA0X+u3klY+dwrtdLVz7zt94vb2Bxf8XtV1UKXm9vYFr3/kb73a1bPMMdyZvvfUWd955J/fccw91dXUUFxdvWRvwHSduN5Jvu9UpCV1dXfj5+W2qOlcmk+lauW70ZGFtbU1WVhZBQUGUlJToij/s7OxW7QDX29vLm2++yfj4OBYWFlxxxRWbitbC/wnbsLAwg7calUgkPPPMM1x77bUolUquv/76TVeeDw4OUlhYiKurK3v27DG6RZOJiQlJSUl0dHRcUIm+U3FxccHV1ZX29vYNj6FQKGhqauLjjz9mamqKtLQ09uzZsynbvfPx9fXlS1/6El5eXshkMurr63nnnXd2RIT0fAICAhgYGNgR4vvGG2+kpaWF5ubmCx6zsbHBzMwMS0tLXXEpoIswjo6O8vHHHxs8sr+VvPDCC1haWuqek/amrRGBs4Vl5z9uaWlpcNGrvfDx9fXl4MGD3HrrrXz88ce6x1966SWioqJ0HuXPPvus7jGJREJVVRWPPvooEomERx55BIChoSFuvfVWnJyccHFxueB38+677+aGG27giSeewNvbW3euWO9+Tz75JF5eXri4uPDVr351xcrh0tISDz30EH5+flhaWhIWFsaf//xn3ePNzc1cffXV2NnZ4eHhwZ133qlr3LJTaZka5xuFH6Bc47ur1Gj4RuEHtE5PGPzY+fn53H///Tz44IM4OTnh4eHBCy+8wMLCAvfccw/29vaEhIRw9OjRFfsVFhaye/duLC0t8fLy4rvf/S4qlUr3+MLCAnfddRd2dnZ4eXnx1FNPXXDs5eVlHnroIXx8fLC1tSU9PZ2CgoJ1z12lUvHAAw/wq1/9ii9/+cuEh4cTERHBzTffvOHXQx92nLjdSORWX7cCuVzO7OzshszVFQoFQ0NDm156b2pqwt/fX+90ivPReoPm5OTQ3d3N+Pg4MTExKwSERqOhpKSEjz/+mOXlZdzd3bnppps2lRcLZzvQlZSUEBISYrSiHlNTU1577TXi4+OZnp7mpz/96YbGUavV1NbWUl9fT3JyMrGxsVvmCODk5ERAQAB1dXWXzZJuVFQUvb29yOVyvfZbXFykvr6eY8eOIZPJyMrKIjs7Gzc3N6NE/KytrbnmmmsIDg7G0tKSiYkJ3n77bYaGhgx+rM3g5uaGqakpY2Nj2z0VHB0dufrqq3n99ddXffzFF1/kj3/84wW/q7/97W/Zv38/3/nOd8jPz+dXv/qVQaL7W80Xv/hFCgoK9ApueHl5UVBQwBe/+EWjzau7u5sPP/xQt5r44osv8oMf/IDHHnuMlpYWHn/8cX70ox/xl7/8BTgboImJieGb3/wmIyMjfOtb32JxcZG9e/diZ2dHUVERp0+fxs7OjkOHDq2I0B4/fpyWlhY++eQT3n///XXvd/LkSbq6ujh58iR/+ctfePnll3n55Zd1j99111384x//4He/+x0tLS388Y9/1NUxjIyMkJeXR2JiIpWVlXz44YeMjY1xyy23GO01NQQvNVWvKWy1KDUaXmqqvug2G+Uvf/kLrq6ulJeXc//99/OVr3yFw4cPk5WVRXV1NVdeeSV33nkni4uLwNmLlKuvvpq0tDTq6up47rnn+POf/8zPfvYz3Zjf/va3OXnyJEeOHOHjjz+moKBA5xSi5Z577qG4uJh//OMf1NfXc/jwYQ4dOrTuVcjq6mqGhoZ0AR4vLy+uuuoqmpqaDPfiXAzBiMzOzgqAMDs7u67ta2pqhKampnWPr9FohA8++ECYmprSa17d3d3CqVOn9NpHS0tLi1BSUrKhfbWMjY0J//73vwWFQrGpcc5lenpaePfdd4XTp08LH374oTA5OSkIwtn34O233xaef/554fnnnxdKS0sFtVq96ePNzs4KH3zwgdDa2rrpsdZDf3+/8LWvfU145513hLm5Ob32nZubE06cOCEUFhYKCwsLRprhxVEqlcJHH30k9PT0bMvxN0J5eblQW1u7rm3n5+eF6upq4d133xXKy8sFqVRq5Nn9H3K5XHj33XeF4eFh4a233hKef/554YUXXhBqamoEjUazZfO4FC0tLcKZM2e2exqCIAjC66+/LkRERKz5+qjV6hXfs9raWiEgIEB44IEHhKKiIuE3v/mNkJ6eLvzxj3/cqimviVwuF5qbmwW5XK7XfsPDw0JmZqYAXPSWmZkpDA8PG3zen/vc5wRTU1PB1tZWsLKy0h3v17/+tSAIguDn5yf8/e9/X7HPT3/6UyEzM1P3/4SEBOHhhx/W/f/Pf/7zBe/r0tKSYG1tLXz00Ue643p4eAhLS0t67xcQECCoVCrdNocPHxZuvfVWQRAEoa2tTQCETz75ZNXn+6Mf/Ug4ePDgivsGBgYEQGhra7v0C7ZNRL70tOD/4i8veYt86WmDHzsvL0/IycnR/V+lUgm2trbCnXfeqbtvZGREAITS0lJBEATh+9///gXv5R/+8AfBzs5OUKvVwvz8vGBhYSH84x//0D0+NTUlWFtbCw888IAgCILQ2dkpSCQSYWhoaMV89u/fL3zve98TBEEQXnrpJcHR0XHNub/22msCIPj7+wtvvvmmUFlZKXzmM58RXFxc9NZs57Le77teoavnnnuO+Ph4HBwccHBwIDMz84Jw+GbQt/WuXC5HqVTqHf3caEqCWq2mp6dnU3mlGo2GhoYGIiIiNpUOcC7Ly8tUVFQQFRVFVlYWYWFhlJaWcurUKd566y0mJiawtLTk0KFDZGRkbDpiOT8/T0lJCUFBQRe1GTMkfn5+PPPMM4SEhFBWVrbuav6BgQEKCwtxd3cnJydn2zoYmZmZER8fT3Nz82UT7YqIiKC/v18XEViNubk5KisrOXnyJIIgkJ+fT1pa2qZXJPTBysoKb29vJicnuf7664mMjEQQBMrLy/nkk092TE6hn58f4+PjO+L9v+aaaxgYGKC+vn7Vx1taWnj//fd1ufwffPABXl5ePPnkk+zZs4cHHniAm2666bK2zFpPNHYjUV592Lt3L7W1tZSVlXH//fdz5ZVXcv/99zMxMcHAwACf//znsbOz091+9rOfXTQlpKqqis7OTuzt7XX7ODs7o1AoVuwXFxe3Iq1uvfvFxMSsKLz18vLSdbKsra3F1NSUvLy8Ned28uTJFc9H66S0U9Nc5CqlLsf2UiyqlCiM4KJwbvMrU1NTXFxciIuL093n4eEBoHsfWlpayMzMXLFSlp2djUwmY3BwkK6uLpaXl8nMzNQ97uzsvOJcXl1dravJOff9KiwsXPd7pU3B+sEPfsBNN91ESkoKL730EhKJhDfeeGMDr4R+6OVz6+vry89//nNdbuVf/vIXrr/+empqaoiJidn0ZPQVt1KpFAcHB72q3JeXl5mcnNyQbcrg4CCWlpaXbIhwMXp6epBIJJdMCVAolFhZXbrYTRAEampqdJX5EomE4OBghoaGePPNN7GzsyMlJYWDBw8axOZKJpNRXFxMQEDAlgnbc4mOjmZmZobbbruNw4cPc9ttt626nUqloqGhgdHRUdLS0nQ/ANuJp6cnrq6uNDU1kZycvN3TuSQODg54e3vT3t5+wfdlZmaG9vZ2xsfH8ff3Z//+/dva+jQ4OJiSkhIiIyPJzc3F3d2d06dP09vby5EjR7jiiit07i3bha2tLU5OTgwODhq08HKjc7n22mt5/fXXSUhIuODxgoICXn75Za655hrgbFOXvr6+Fa4ucXFxvPXWW3r/bu8kLCws+PrXv75mLu0DDzxg1M5ntra2uvPp7373O/bu3ctPfvITvva1rwFnUxPS09NX7HOx851GoyElJYVXX331gsfOPW+dX2uw3v3OL8CWSCQ6EXOpehmNRsO1117LL37xiwseM9bFw2axNjPHxsx8XQLXxswcKzPDN5RZ7TU/9z6tiNW+D4IgXJACJpxTDCqsIzVOo9FgampKVVXVBZ+39eoI7XuqdV2BsznmwcHB9Pf3r2uMzaBXCO/aa6/l6quvJjw8nPDwcB577DHs7Ow4c+aMQSaj74/kRorJxsbGcHBw0PtELPy/pg3BwcEbzh1cWlqitbV1zXzPrq5xnvzVB1xz1ZO625O/+oCurrWtRrQ+qklJSUgkEtRqNQUFBbS0tBAeHo63tze7du0ySH6pVtj6+/tvunnFRpFIJDQ0NPD2229z7733rloUMzc3R1FRETKZjPz8/B0hbLXExcUxPDy844sotERERDAwMMDi4iKCIDA5OUlJSQnFxcXY2tpyxRVXkJCQsK3CFs7mNdvb2+t+NCMjI7n++uuxs7NjdnaWf/3rX3R2dm7rHOGsldnAwMB2TwOAW265hX/+85+rFrkdOnSI1tZWFAoFcDbSOz8/zyeffMLk5CSNjY184xvfICcnx2ArUNvFxaJIWxFhOpeHH36YJ598ErVajY+PD93d3YSGhq64XSwwkpycTEdHB+7u7hfsd7HVlI3udy5xcXFoNBoKCwvXPEZTUxOBgYEXHMPYhb2b4drg9fn0XxeyM5r1REdHU1JSskLElpSUYG9vj4+PD6GhoZibm6/QbdpghZakpCTUajXj4+MXvFfrrVVKSUnB0tKStrY23X1KpZLe3t5NuTOtlw0rHrVazT/+8Q8WFhZWhLc3ikajYWlpSe/Irb7idqMpCZOTkygUCvz8/PTeV0tLSwuurq6reuueONHMfV9+iaMf1KFQnL1KVCiUHP2gjvu+/BInTlwo4qanp2ltbSU1NRULCwvkcjnvv/8+7e3tSCQS8vLy+MpXvoKzszNFRUW6JcaNsLCwQHFxMb6+vkRFRW2rHdAXvvAF8vLykMvlXH/99ToXAkEQ6Ovro6ioCE9PT7Kzs/V23zA21tbWREZGUl9fvyMq5y+Ftpq2rq6O06dPU15ejpOTEwcPHiQ2NnZHReyCgoLo7e3V/ai7ublx44034uvri0ql4sSJE1RUVGzrHL29vZHJZNvW2EOj0TAxMcFHH33EBx98QE9Pz6rWUyEhIURFRfHQQw/R09ODjY0Nv/jFL3jiiSdIT0/n7rvvJigoiAceeOCytwbTClgLCwuef/55nn/+eV201tD+2pciPz+fmJgYHn/8cR555BGeeOIJfvvb39Le3k5DQwMvvfQSv/71r9fc//bbb8fV1ZXrr7+eU6dO0dPTQ2FhIQ888ACDg4MG3+9cAgMD+dznPse9997Lv/71L3p6eigoKNC9hl/96leZnp7mM5/5DOXl5XR3d/Pxxx9z7733olar9XuhtpB7YpIxv0RwyNzEhHtidsZq3H333cfAwAD3338/ra2tvPPOOzz88MN84xvfwMTEBDs7Oz7/+c/z7W9/m+PHj9PY2Mjdd9+9IgAWHh7O7bffzl133cXbb79NT08P/z977x3fVn3v/780LdvylGxZkvfeK952YieOEyeBQAelF0oKpXxvoaTlMlKg/KDclraU2QulQMsNtFBoIQ2BkD2c4RHvPeS9JG/JtvY6vz9ydWrHki3ZsqVQPx8PP+JYR+d8JB2d8/q8P+/3611TU4MXX3wRJ06csGocnp6e+NGPfoTnnnsOZ86cQVdXFx588EEAwB133LEur30hNovblpYWsNlsuLi44Ec/+hGOHj26KOy8Wkx5aNbeLAmCsFnc6vV6TExMrErc9vb2rthFaTlkMhlGRkaQmJhoZt8TePE3X0KvNy929HojXvzNl+jr+1cEV6vVora2FnFxcfD19cX09DSOHj2K8fFxMJlM7Nmzh4wQp6SkIDo6GhUVFVZfqBZiErZCoRDx8fEOv5nR6XT84x//QEBAAHp6enDgwAGy3XN7ezuysrIQHx+/YW4IthIeHg6CINDf3+/ooSwLQRAQi8WYnZ3FxMQEfH19UVJSgri4uHVdql0tAoGATDsywWKxsGfPHjKtoqGhARcvXnTYxIJOp4PP56/qe7hajEYjJiYm0NjYiL/85S/YunUrbrnlFohEIqSlpVm85r766quQyWRISkoi3RXKysogk8mQmJiI3/zmN2ua7DsDbW1taG9vX5R/uzDPtr293ezq0Hry6KOP4k9/+hN2796NP//5z3j//feRlJSEwsJCvP/++8tGbt3c3HD58mUEBwfjm9/8JuLi4vCDH/wAKpUKnp6edn/ejfzxj3/Et7/9bTz00EOIjY3FAw88AIVCAeD697O8vBwGgwG7d+9GYmIifvrTn8LLy8tpr9UAEMfxx6uFey0KXAaVilcL9yLWd/XpivZEKBTixIkTqK6uRkpKCn70ox/h/vvvxzPPPENu89JLL2Hbtm3Yv38/du7ciYKCAmzZsmXRfg4fPowDBw7gscceQ0xMDPbv349r167Z9J1/6aWX8N3vfhf33HMPMjMzMTg4iAsXLtjscLUaKIQ1CRgL0Gq1GBoagkwmw5EjR/DnP/8Zly5dMitwJycn4e/vj5aWFvIEptPpcHd3h5ub26ITWiqV4tq1aygtLbVqHHK5HBcvXsS+ffus/mKIxWK0t7ejuLjYJoFmOtbOnTtXFQkkCAJXr14Fh8Mx+z69/NIJnDzRtOJ+9u5LwWOP7wVBEKiqqgKNRkNmZiaGh4dx7tw56PV6eHl5obS01OxS0vj4OGpraxEZGYno6Gir3gOlUomrV6+Cz+cjMTHR4cJ2IZWVldi2bRv0ej3+8z//E/fccw+2bNniVNFES0xMTKCmpgY7d+50umVdo9GI0dFRdHd3Q6fTITIyElNTU3B1dV1U3OCMtLW1QalUmm0X29XVhStXrsBoNEIgEGDXrl0OEenj4+NobGzErl271u37ZDAYMDk5CbFYjLGxMdBoNNKb9MSJE7j99tvh5+eHzz77DM8++6xFASeVSnHlyhWcOnUKer0eJSUlKC4uXpS/bPLDdVQrTrVajf7+foSFhdn83f/FL36BM2fO4MiRI0uCHhKJBN/61rewe/duPPfcc/Yc8iY3IZ0zkzjcVo8vejug1OvgRmdgf0Qc7ktIdxph+++Atd93m8XtjezcuRMRERFmq2a7urrIasiFPPLIIygqKgKNRgOTySRvMEqlEmFhYXBzc4Orqyvc3d3h6upqVrwODw+jv78f27Zts3qsdXV1YLFYNhe/NTc3Q6fTLZnZWMvIyAja2tpQXFxsts3uvj0vk6kIy8FiMfDVycchEokwODiIoqIiDA4OoqysDEajEYGBgSguLl5WLM3OzqKqqgo8Hg/JycnLTgxUKhWuXr0Kf39/JCcnO5WwBa5PGp5//nk8//zzoFKpuHr1ql1SZDaK6upqMJlMp+kJbzAYMDw8TPoYRkVFISgoCDQaDTKZDFevXkVJSYnTifGFKBQKXLhwweJEdGRkBGfPnoVOp4OPjw/27Nljl0JLWzAajTh9+jQyMjLWVJx6I6YcOZOgZTAYEAgEEAgE8PHxMfv9lcvl8PPzQ319PeLiluYMmitOAa6nRA0PD6O3txenTp2Cu7s7XnvtNbu9FltYi7j9/e9/jwcffNDiJEer1eLtt9/GT37yE3sMdZOvCWq9bl2KxzZZGWu/7za5JZiDIAiL1jammfDw8DC5tEEQBBgMBigUCnQ6HXQ6HTQaDcRiMXQ6HdRqNaRSKZRKJWlB5ObmBg8PD3h4eMDLywuenp42F5MZjUaMj48jJyfHptdnilQXFBTY9DwTer0ebW1tiI+PNyts1WqdVcLWtK14dAwikQgFBQXo6upCRUUFgOtCpLCwcMUotpeXF7Zt24bKykpUV1cjIyPD7LhUKhXKy8udVtjqdDo0NTUhOzsbt956K2lKfjOJ24SEBFy8eBFhYWEbap11I3q9HoODg+jp6QGdTkdsbCyEQuGic8nb2xscDgd9fX1mRZCz4O7uDi6Xi6GhIbNuHoGBgdi/fz9OnjwJqVSKzz//HHv27Fl169LVQKVSIRQKMTIysmZxq9frMT4+DrFYjPHxcbBYLPD5fOTl5cHb23vF7y2bzcbu3bvxz3/+Ez//+c+XPH7j841GI3Q6Hc6ePYvf/e536O3tRUBAAEQiEZ577jmHRW9Xy09/+tNlHze5KWyyyUI2ha3zY5O4ffrpp7Fnzx4EBQVhfn4en3zyCcrKynDq1Klln2fyxb2RhZGV2dlZ0On0RVEsgiCgVCohl8sxPz+P+fl59PT0YG5uDkajEe7u7mhra4OPjw98fX2XVfFTU1OgUqk253oMDQ3B29t71Rft7u5uuLq6IjAw0OzjLBYDLBbD6shtS2sT4uPj0d3djYaGBgDXq1RzcnKsFqCurq7YunUrrl27hoqKCuTk5CyKXJiELZfLdUphK5PJUFtbCzc3N2zfvh15eXno6OjA9PQ0FAqFU1feLsTd3R1hYWFoaWlBfn7+hr/POp0O/f396O3thaurK5KSksDn8y2OIyoqCtXV1WS1rbMSEhKC1tZWi6k3HA4Ht99+Oylwv/zyS5SWlq6qY+FqCQwMRGVlJZKTk23O49fpdBgbG4NEIsH4+Djc3NzINqqenp42n0ff/OY38frrr5sVtwaDAR9//DHGxsbw+OOPg0qlwsXFBTweD8PDw3jvvffwrW99C5mZmXj//ffxyCOP2HTsTTbZZJP1wKYs7vHxcdxzzz2IiYlBcXExrl27hlOnTqGkpGTNAzFnA0ahUODu7g4ej4fIyEikpaWhsLAQe/bsAZVKRVBQEHQ6Hbq6unD69GmcO3cOjY2NGB0dXRJNNrkk2HLhNxqNpP3XalAqlejt7UVSUtKyx92+w7qCvIREDumTaRK2mZmZSwybrYHBYCA3NxcuLi4oLy8nLX/UajUqKirg6+uLlJQUpxK2Jju2q1evIigoCLm5uWCxWPDy8kJOTg6CgoJQW1vrNKb91hAdHQ25XA6JRLJhx9Rqtejo6MCZM2cwPj6O9PR0FBYWQiAQLPt5czgcsNlsDA4ObthYV0NAQACMRiNGRi2/p2w2G7fddhsCAgKg1Wpx4sSJDbXo8vHxAZPJJI3XV8K0glRVVYVTp06hp6cHXl5eKCwsRHFxMeLi4uDl5bWq7+utt96KlpYWs96TNBoNR48ehVwuX/T3oqIi3HrrreTK0e23346//vWvNh97k0022WQ9sCly+957763XOKBWq62OjiqVSlAolEWRGZ1Oh+npaUxNTUEkEqG2thbe3t7w9/cHj8eDRCKx2ThfIpGAQqGs2mC6tbUVQqFwxWjxN76ZgbNnWiy6JQAAjUZBSsp1VwTTTXjr1q1rWiI2FaQ1NDTg6tWr2LJlC+rr6+Ht7U365joLOp0ODQ0NkEqlyMnJAZfLXbJNQkICXnnlFdxzzz04e/asQ5pM2AqDwUBMTAza29sREBCwrlXDarUaPT09GBgYgK+vL7Kzs82+j5agUCiIjIxES0sLwsPDnbLCuXtoEv84XY8z5Z3Q6Nrg6sLAztwYfGd3OqKCF6cAMJlM7N27F+fOncPQ0BBOnz6N7du3b0iDBQqFAoFAALFYbPH6otFoIJFISF9kU1ONxMREu+YJ+/j4YOvWrfjyyy/x4x//eMnjJqcV4HoaBI1GA4VCQUBAANmP/u6778b/9//9f5ibm7Opun6TTTbZZD1wmruTLQ0cTPm2C8UXg8FAQEAAEhMTsX37duzevRthYWGQy+WoqKggbxRTU1NWdegArtt/rbZpw+TkJCYnJ60SnxER/vjZU7eCTjf/cdBoVJTsFsLN3Yjh4WFQqVTs3LnTLrmPVCoV6enp8PHxwZUrV8Bms5Genu5UwlYqlaKsrAwGgwFFRUUWBRmVSiUjcHfeeafVLXodTUhICCgUyrpFRJVKJZqamnD27FkoFArk5+cjLy/PJmFrgs/ng0ajYXR0dB1GujbOVnbivmc+xJdlrdDorvtmqjQ6fFnWivue+RBnKzuXPIdOp2PXrl2IjIyE0WjEhQsXNsyiTSgUQiKRLPL4NBVLlJeX4/Tp0xgaGoK/vz+Ki4tRVFREtsO0N/v378cXX3xh9rHvf//7aGxsRFtbG+h0Otnl6OjRo2RBb2hoKI4dO+bUxYabbLLJvw9rLiizF7aIW2v8bVksFoKDgxEcHIzW1lbSNL22thbAdc+9wMBAi1XEUqkU8/PzCA4Otu2F4Ho6gynnz9rXtGNHPEJDuTj6z1pcON9Ott8tLIoBL0ALGk2FyclJUKlU7N69267+klqtFrOzs3Bzc8Ps7CyUSqVT5K2a0hA6OjoQExODyMjIZUU3hULBRx99hISEBDQ1NeGFF17AL37xi40b8CqhUqmIj49HY2MjAgMD7ZbPOj8/j+7uboyOjoLP56OwsHDNUTVTe+fe3l4EBgY6zSSoe2gSz//xJPQGC17RBiOe/+NJhAk5iLwhgkulUrF9+3ZQqVSIRCKcP38eu3btWtV33xa8vLzAYrEwPDwMg8EAsVgMqVQKX19fCAQCpKenb1gTkltvvRWHDh0yG3mNjY1FXl4efvzjH2Pfvn3w8PDAqVOnoFQqF6Wk3XrrrRsy1k022WSTlXCKyK3RaIRWq7WruDVBEATGxsYQFhaGlJQU7N69G1u2bIHBYEBlZSUuXLiA7u5uMufURG9vL4KDg1clNAYHB2EwGGxe3gwP98djj+/FVycfx4lTj+P4iceQm+cNpXICCoUCVCoVu3btsruwNbXm2759O/h8PsrLy0njbUeh1WpRXV2N3t5e5OXlISoqyiohJRQK8Yc//AEA8MILL6CxsXGdR2ofAgICwGaz0dfXt+Z9zc7OoqamBmVlZaBQKNi+fTsyMjLstlwcHBwMpVLpVC2E/3G63qKwNaE3GPGP0w1mHzN19IuIiIDRaMTZs2fXNTqtUCjQ09MDg8GApqYmjI2NITAwELt27UJBQQHCw8M3tLteREQEoqOjcfr0abOPv/nmm0hKSsLrr7+Ot99+G2q1Gm+88YZZP+FNNtlkE0fjFOLWJCytWdIyGAyYnZ212vVgfn4eKpWKbHlLoVDg5+eHtLQ0lJaWIiYmBpOTkzhz5gyqq6sxMTEBpVIJiUSyqkIyU7GOqTvYanFxYaCjowPXrl0DcD0/tqSkxK7RJJOwdXd3x5YtW0Cj0ZCYmEgKXJMV20YzMzODsrIyANcLVxYaxlvDXXfdhdtvvx16vR533XWXRas6Z4JCoSAuLg49PT2rHu/MzAyqqqpw+fJluLi4oLi4GGlpaXZfxqbT6QgNDV2VEFfp1ydV5Fxl18obAWZTE0yYJgKhoaEwGAw4ffo0xsbG7DVEzM/PQyQSoaysDOfPn8fU1BRCQkJAo9GQk5OzKp9We7J//34cO3bM7GOBgYF4/fXXUV9fj3feeQdHjhzZjNRusskmTovTiFsXFxerxODc3BzodDrc3Nys2rdEIoG/v79ZL1cajYbAwEDk5eWhuLgYbDYbdXV1KCsrI1sM20pnZyd8fHzA4/Fsfu5CxsfHcezYMTAYDNDpdOzcuRMhISFr2udCdDodKioq4OrqioyMDPK9p1AoSExMBI/HQ0VFxZKI9npCEAS6u7tRUVGBiIgIZGVlraqDFIVCwbvvvgsOh4OOjg48++yz6zBa+8PlcuHr60s2UbAGgiAwOTmJ8vJyMgJfUlKC5ORkq78jqyEsLAwTExNWRfg7pidw6PIpxL3/OmLffx1x77+OQ5dPoWPaOqeAlVBrdFBprBPNKo0Oaq3lbalUKoqLixEYGAi9Xo+TJ09icnJyVeMiCAJzc3Po7OzEhQsXUFZWBqlUivDwcJSWliI3NxcxMTFwcXGx2jVhPdm3bx9OnTq1KAd4ITQaDTweD9nZ2U6RtrReqFU3j9uKtRQVFdlk0/b+++/fdJ7FG4lKv3mOOPs54jTi1taUBGtz/UwWYCvh7u6O+Ph47NixA0ajEQaDAWfOnEFHR4fVkbS5uTkMDg6uuU2tSqUibXXc3NxQXFyM0NDQVe/vRhYK28zMzCWTCgqFguTkZPj4+KCiomJDrLU0Gg2uXbuGgYEB5OfnIyIiYk3voZ+fH9k1r7W1FUbj8kvWzkJcXBwGBgagUqmW3c6UbnP16lXU1NSAw+Fg165dSEhI2JDon6urKwICAlYsvvqitwO3Hvsr/i5qgfL/orZKvQ5/F7Xg1mN/xRe9HWseC8uFAVcX69KHXF0YYDGX35ZGo2HXrl0QCATQ6XQ4ceIEZmZmrNo/QRCQyWTo6OjAhQsXcPnyZczNzSE6OhqlpaXIzs5GcHAwOWkzuSZspBWcJbKzs2EwGMi6hH8n+jsleP3pT/GNlGfwjeRn8I2UZ/D605+iv9Pxn4uz8sILLyAvLw9ubm5OLXLsRdfsGJ5tOIaM4y8g46tfI+P4C3i24Ri6Zu23uvN1wpQWZ+6npqZm3Y9/04pba1AqlZibm7PJnF0sFoPNZmPHjh3IzMyETCbD2bNn0dzcvKzgIAgCLS0tCAsLg4eHh9XHuxGj0YiPP/4YMpkMHA4H27dvX7XPrjl0Oh0qKyvh4uKyKGJ7IxQKhVzSrqqqgl6vt9sYbmR6ehplZWWgUqkoKiqyudGGJb71rW+hvLwcDz30kFPlhy6Hyb7OUvSWIAiMjo7i0qVLaGxsREBAAEpKShAbG7uqKPdaCA8Px+DgoMVzo2N6Ao9eOgGdhYmFzmjEo5dOoHNmdZHRhezMtc72rSR3aTtwc9DpdOzevRs8Hg8ajQbHjx+HTCYzuy1BEJBKpWhra8O5c+dw9epVKBQKxMXFobS0FFlZWcsWCvL5fIyNjTl8AmZ6zSdPnnToODaasuON+Mk3/wenP62BWnl9Iq9WanH60xr85Jv/g7LjjY4doJOi1Wpxxx134MEHH3T0UNadEyMt+M6ld3FkqAEqw/VJusqgw5GhBnzn0rs4MdLi4BE6H3l5eZBIJIt+fvjDHyI0NBQZGRnrfvyvtbiVSCTgcDhW3/RN1fkmD08/Pz/k5uaioKAAarUa586dsyhyJRIJ5ufn1+yteurUKdIfNy8vD5GRkWva30J0Oh2qqqrAYDCQmZm5YmckKpVK5uLW1NTY/eZLEAREIhEqKysRFRWFzMxMu3e+ysvLQ1xcHJqamtZVoNuTmJgYDA4OLjrPjEYjhoaGcOHCBbS2tiI4OBglJSWIiopyWLcwX19fuLm5WSy8OtxWb1HYmtAZjTjcVr/msXxndzrotOUvZ3QaFd/ZnWb1PhkMBvbs2QMulwu1Wo3jx49jbm4OwPVzd3p6Gi0tLTh79iyZwpOYmIg9e/YgIyMDAoHAbDrUjfj4+IBGoznFBGzPnj04ceKEo4exYfR3SvDKob9DrzOfiqHXGfDKob+jv8v+EdyioiIcPHgQjzzyCJnK9u6770KhUOC+++6Dh4cHIiIilkw2Ll26hKysLLi4uIDP5+PJJ59cdG1TKBQ4cOAA2Gw2+Hw+XnnllSXH1mq1OHToEIRCIdzd3ZGdnU3WOVjL888/j//6r/9CUlLSql7/zULX7Bieqj8KPWHBiYUw4qn6oxDNjdv92DfzOcJkMhEQEED+cDgcfPHFF/jBD36wIS47N5W41ev1mJubszqyNzY2ZlMDhomJCeh0OgiFwkV/9/b2RlZWFgoLC6FWq3H+/Hm0tbWRy/UGgwFtbW2Ii4tbk9BoaGjAyZMnERoaivT0dCQmJq56Xzei1+tRVVUFGo2GrKwsq1t+mrbXaDRobGy02iN4JdRqNSorKzE0NERWh6/XCW/yO/7GN76xYR6ma8HLywsBAQHo7u6GwWDAwMAAzp8/D5FIhMjISJSUlCA8PNzmtq32hkKhICwsDP39/WbPiy/7LBdvLcQeqQlRwX547sE9FgUulQr8/IFdS2zAVsLU6MHX1xdyuRyffPIJampqcPr0aVy7dg16vR4pKSnYs2cPtmzZQvoA24KpIYI9i9dWS2lpKerq6ladZ3yzcewvVy0KWxN6nQFf/KV8XY7/wQcfgMvlorq6GgcPHsSDDz6IO+64A3l5eaivr8fu3btxzz33kMW9o6Oj2Lt3LzIzM9HU1IQ//vGPeO+99/CrX/2K3OcTTzyBixcv4ujRozhz5gzKysrIZhsm7rvvPpSXl+OTTz5Bc3Mz7rjjDpSWltqU7//vwkd91ywKWxN6wogP+66ty/G/LufIF198gampKdx7772rfi9s4aYSt7Ozs3BxcbFqW41Gg+npaZvEbW9vL8LCwizenDw9PZGVlYWCggLMzs7i3Llz6OnpgUgkAoPBWJOTwfDwMP7yl79AKBQiMTERWVlZq97XjZiELZVKtUnYmmAwGMjJycHU1BQ6O60TLMsxOTmJsrIyMJlMFBYWrnu+FoVCwZ///GccP34c/+///T+7CfT1JCIiAgMDAzhz5gz6+voQFxeHHTt2ICQkxKk6gwUGBkKhUEAqlS76u0qvI3NsV0Kp10FtBxeFktxYvP+r72F/URKZg+vqwsD+oiQcvD0OCSG2pwsZjUbMzc1BKBSiv78fra2tqKioQEpKCkpLS5GWlgYej7fmz8Qkbh19bvJ4PKSlpVm0BPu6cemrJqu2W6/UhJSUFDzzzDOIiorCU089BVdXV3C5XDzwwAOIiorCs88+i+npaTQ3NwMA3nrrLQQFBeHNN99EbGwsbr/9djz//PN45ZVXYDQaIZfL8d577+Hll19GSUkJkpKS8MEHHywqEuzt7cXHH3+MTz/9FFu3bkVERAQef/xxFBQU4PDhw+vyOm9mToy2WrfdOqUmfF3Okffee8/uHv3L4RRNHKwVt7YUk42NjcHLy8tqr8i5uTlMT09jy5YtK27r7e2NvLw8TExMoKWlBXK5HPHx8VYdxxyzs7N4++23wWazkZSUhKKiIrtFMfV6Pa5duwYKhYLs7GyrlknNwWKxkJubiytXrsDNzW1Vzg0EQaCrqws9PT1ITEwkO3NtBK+99hrOnTuHc+fO4ZNPPsF//Md/bMhxbUWn06Gvrw99fX2g0Wjw8fFBdna20zRLuBE6nY6goCCypa8JVzoDbnSGVQLXjc4Ai26f1IrIYD88/cAuPP3ALqi1OrJ4zNTMwpoJqMFgwOTkJJknRqPRwOfz8cADD+DKlSvQ6XTo7OxcdVtuc3C5XGi1WszNzcHLy8tu+10Nu3btwtmzZ/G9733PoeNYb9QqLZlju+K2Si00ah1cWPZNAUpOTiZ/p9Fo4HA4i5b5Ta47JjeNjo4O5ObmLroe5OfnQy6XY2RkBFKpFFqtFrm5ueTjvr6+i9Ll6uvrQRAEoqOjF41Fo9GAw+HY9fXd7Kj0WjLHdsVtDTqoDTqwaJvnyI2MjIzg9OnT+Mc//mHzc1fLTSdu1ysloa+vD4GBgTbZf/n7+8PLywt0Oh09PT2YmppCUlKSTb6iOp0Of/rTn6BWq5GTk4OSkhK7ReYMBgOqq6tBEARycnJWLWxNeHh4IDMzE9euXYObmxv8/Kxf4lWr1airq4NarcbWrVs3/AYeHR2Np556Cs8//zweffRR3HrrrevSxnS1aDQa9Pb2or+/H15eXtiyZQsYDAbKy8uh1Wqduq1pSEgIrly5gqSkpEVpObeGx+LvopWjGfsj1t5G2hwLXRGEQiE6Ojqg1WrN5uAbDAZMTExALBZjbGwMDAYDAoEAOTk5i7oYurm54auvvkJ3dzc4HM6iG89aoNFo8Pf3JyfljqSkpAR33303CIJw2kmVPWC5MsFyY1olcFluTLsLWwBL0tgoFMqiv5nef1O9g7nPxBTtN7VFXgmj0QgajYa6urolq3jOdE10BlzpTLjSGFYJXFcaw+7CFvh6nCOHDx8Gh8PB/v37bX7uanH4+qbBYIBOp7NK3EqlUquWsPV6PSYmJqwWtxqNBsPDwza7EkxPT2NsbAxZWVkoLi6Gm5sbysrK0NnZadErciEEQeCzzz7D4OAg4uLisG/fPrtVvBsMBly7dg0Gg2FNEdsb8fPzQ1JSEmpqaiCXy616zsTEBMrKysBisVBYWOiwm/eTTz6J4OBgjI2NLco/ciQqlQqtra04e/YsZmdnkZOTg4KCAvj7+8PHxwe+vr526Vq2nnh5ecHDwwMjIyOL/n5fQjoYK0zUGFQq7ktIX8/hAbguSr28vCAWi8m/6fV6jI6OoqamBidPnkRbWxtYLBby8vJQUlKCxMRE+Pr6LrpRCAQC5OXlAQCqqqowPDxstzEGBAQ4hSVYXl4eZmdn0dbW5uihrDuF+1Ks2q7oltT1HYiVxMfHo6KiYpFAMflbC4VCREZGgsFgoKqqinxcKpVCJBKR/09LSyMnc5GRkYt+bHEW+ndhr9C62pe9gc5RWOds5whBEDh8+DAOHDiwocXPDhe3arUaFAplxciUTqeDQqGwStxOTEzAzc3Naksu05KqLaLLZP0VFRUFV1dXMJlMpKSkID8/H2NjYygrK1vRG7OiogIVFRUIDg7G/v377Wa6b4rY6vV65OTk2P2ECgkJQXBwMK5duwadzvKM1mg0oqOjA9XV1YiLi0N6errdRPZqYLFY+P3vfw8AePXVV9HT0+OwsSgUCjQ1NeHcuXNQKpXIz89Hbm7ukiWfqKgo9Pf3L/s+OwOhoaEYHBxc9Lc4jj9eLdxrUeAyqFS8WrgXsb62FXmtFqFQiJGREQwPD6O6uhonT55EZ2cn2Gw2tm7diuLiYiQkJCyK1JojISEBsbHXLcXOnz9v0SLMVng8Hubm5ja0cYo5XFxcsG3bNpw9e9ah49gIbjtQADpj+RoEOoOG/QfyN2hEy/PQQw9heHgYBw8eRGdnJ44dO4bnnnsOjz76KKhUKthsNu6//3488cQTOH/+PFpbW3HvvfcuWg2Mjo7G3XffjQMHDuCf//wn+vv7UVNTgxdffNEmp4yhoSE0NjZiaGgIBoMBjY2NaGxstDrocbNwd3g26JQVnFgoVHwvPHuDRrQ8znSOAMCFCxfQ39+P+++/394vdVmcQty6uLisuPwlk8ng6upq1fKstY0bgOsCrL+/HxEREVZtb2JoaAg6nW6JVZePjw+2bduG4OBgVFRUoLW11WwUt7+/H0ePHoW3tzf2799PtgdeKwaDATU1NWROzXrNlBISEuDq6krm5tyISqVCRUUFxGIxtm3btqH5tctx2223obi4GDqdDs8999yGH39+fh51dXW4cOEC9Ho9CgsLkZWVZTHdhsvlwt3dfYlwdDaEQiHkcvkSobc/Ig7Hbz+A78Ykw+3/8mrd6Ax8NyYZx28/sG4pCQvRarUYGhrC+Pg4pqenIRKJ4OXlhcLCQhQXFyMuLg5eXl42nZ8FBQUICAiAVqvF6dOn7dLoxMXFBd7e3hgft7+lkK2UlJT8W4jbsFg+HvvdnRYFLp1Bw2O/uxNhMfbLr14LQqEQJ06cQHV1NVJSUvCjH/0I999/P5555hlym5deegnbtm3D/v37sXPnThQUFCypJTFF0h577DHExMRg//79uHbtmk3FPs8++yzS0tLw3HPPQS6XIy0tDWlpaV+7JiAxXgH4Tfo3LApcOoWK36R/A9Gea+tKai+c6RwBrheSmSw5NxIKsY7luabiiNnZWXh6eprdZnR0FD09PSgsLFx2X93d3ZBKpSu6CBiNRpw8eRJ5eXlW5ecODw+jq6sLxcXFVt/cdDodzp8/j+TkZAgEAovbzc/Po6GhATqdDunp6eR4ZDIZ3njjDchkMtx2223Ytm2bVcddCaPRiJqaGqjVauTl5a37EoBWq8WlS5cQHBy8KBl9fHwc9fX1CAgIQFJSkkOjtebo7OzE7373O/zHf/wHdu7cuSGiWyaTobu7G2NjYwgKCkJkZKTVuUtisRitra3YuXOnUzkl3EhDQwNoNNqyeahqvc5uxWPLodFoyIKwyclJeHp6QiAQYHR0FOHh4XZpZa1SqXD06FHI5XIEBQWhtLR0zedSV1cX5ubmkJmZuebxrYWWlhbk5ORAJpM5zEfZWtRqNfr7+xEWFrbq7nz9XRJ88ZdylB1vhFqpBcuNiaJbUrH/QL7TCNtNHItobhwf9l3DiZEWqAw6uNIY2BuYhO+FZzuNsP13wNrvu8NVh7XFZNbm205NTYFOp1u1LUEQ6O3ttdljtaurCx4eHitGhz08PLB161Z0d3ejvLwcUVFRCA0NxSeffIKJiQls27YNBQUFVh93OYxGI2pra6FSqTZE2ALXPUCzsrJw5coVeHt7w8/PDx0dHejv70dKSsqGWX7YSmxsLN5++22cP38e4+Pj65pnNjMzA5FIhKmpKYSEhGDnzp1WO3iY4PP5aGtrg1gsRmBg4DqNdO2YUlUSEhIs2s2tp7BVq9WQSCQQi8WYnp6Gt7c3BAIBkpOT4e7uDuB6QYVYLLaLuHV1dcWuXbvwxRdfkKkO2dlrW5r09/dHT08PjEajQycyCQkJcHNzQ01NDZlj/HUmLIaPn77wbfz0hW+viyvCJjc/0Z48/Hfqfvx36v51cUXYxL7cNOJWJpMhLCxsxe1MKQnWiNXp6WkolUqb/Gnn5+fR39+PwsJCq45BoVAQHR0Nf39/1NbW4vjx4+jv70dsbCxuueUWu9zAjEYj6urqoFQqkZeXt6FtWL28vJCcnIy6ujq4ubmBIAgUFhauqQXxRsBkMhETE4PW1laoVCqrzi1rIQgCU1NTEIlEkMlkCA0NRWpq6qqjShQKBREREejp6YFQKHSK9A5z+Pr6gsFgYHx8fNkVDXuiUqkgFoshFoshlUrh6+sLPp+P9PR0s5MIgUCAjo4O6HQ6u0wAuVwuioqKcO7cOTQ1NUEoFK5pAuLt7Q0qlQqpVOpQWyZTK+yLFy/+W4jbhWwK201WYlPYOj8OX+O0RtxqNBqoVKoVo7EEQdiUb9vX14eQkBCbls1bW1sREhJiMc3CEt7e3vD398fAwAAoFAq2b99ucwTPHEajEfX19ZDL5cjNzd1QYWuCyWRCr9dDrVajoKDA6YWtCRqNhp/85CfIzc0lu7usBYIgMDY2hitXrqCmpgZcLhclJSVISEhYtbA1ERwcDKVSuWKRoiOhUCgIDg62q4OAORQKBXp6enD58mWcPXsWY2NjCAwMxK5du1BQUICIiAiL3y13d3d4eHjYtRtYeHg46XNdVla2poIwCoUCf39/p8i73b59u80tWTfZZJNNnIGbQtzKZDK4u7uvGGmRSqUwGo1WRTwUCgXGx8dtitiNjY1BKpWSldK2IJPJcPToUbi4uGDPnj3o7+9HV1fXmjoSEQSBhoYGzM3NIS8vb8O9UI1GI1pbW1FXV4fU1FS4uLgsshNxdgICAiCXyzE+Po5XX3111fshCAKjo6MoKytDY2MjBAIBdu3ahZiYGLtNNuh0OoKDg53eFiwwMBDj4+PQaDR23a9cLodIJEJZWRnOnz+PyclJhISEYPfu3cjPz7cp31IgENjdcisnJwfe3t5QKpW4dOnSmvbl7+/vFO1vi4qKUF5ebvfPcpNNNtlkvblpxK01xWESiQQBAQFWLfX39fUhICDAavstk5CLi4uzWbAYDAb8/e9/x9TUFPLy8rBnzx5s3boVQ0NDqK6uXpXNE0EQqK+vh0wmc4iwVSgUuHLlCqamplBYWIjg4GBkZGSgv7+f7JTi7Li4uOC3v/0tAOC3v/2tzYLCaDRiaGgIFy5cQFtbG0JCQlBSUoLIyMh1KaILCwvD2NgYVCqV3fdtL9zd3eHj47PIT3Y1EASBubk5dHZ24uLFi7h48SKkUinCw8NRWlqK3NxchISErOq8DwgIwMTEhFVe1NZCp9NRXFwMKpWKwcFBdHR0rHpffn5+kMlkdnFgWAtxcXHw9PREdXW1Q8exySabbGIrN424tSYlQSwWW5WSoNPpMDQ0ZJP9V19fH6hU6qoKUS5evIjW1lZERUWRFdUmKyKDwYArV65AoVBYvT9TxFYmkyE/P3/NS962IhaLcenSJXh7e2Pr1q1k1b+HhweSkpJQX19/00R7vvvd7yIlJQUKhQK//OUvrXqOwWBAf38/zp07B5FIhMjISOzcuRPh4eEWC6nsgbu7O/z9/dHf379ux7AHgYGBSxo6WANBEJidnUVHRwcuXLiAy5cvY25ujvzeZGdnIzg4eM3RcE9PTzCZTExPT69pPzfC4XBIN5fKyspV+9+yWCx4eHg4PHpLoVBQWFi45kj0JptssslG41Bxq9frodfrlxVnBEFY5ZQwNzcHjUZjlV/s0NAQPDw84Ovra9U41Wo1urq6kJSUZHMBWH9/P06ePAlfX1/cfvvtiyLFTCYTOTk58PPzw+XLl6262RIEgcbGRszMzCAvL29Dha3BYEBzczMaGhqQmpqKlJSUJWIuODgYvr6+aGxsXFPKxUZBpVLxu9/9DgDw7rvvLrtcrdfr0dPTg7Nnz2JgYADx8fEoLi5GSEjIhlW2h4WFkabpzopAIIBUKrUqj9n0/W5ra8O5c+fIiV5cXBxKS0uRlZWFwMBAu7p/UCiUdesGlpSUhMDAQOj1epw/f37Vn5OzpCYUFBTg6tWrjh7GJptssolNOFTcmrqTLReJUavV0Gg0K3YPk0gk8Pf3XzFyRhAE+vr6bGq129HRAT8/P/j52dZJSaVS4cMPPwSVSkVJSYlZVwYqlYqkpCTExcWhsrJy2YgXQRBoamrC9PQ08vPz7VKQZi1yuRxXrlyBVCpFUVGRxWp4CoWC1NRUSKVSDA0Nbdj41kJJSQmysrKg0WjMtuXV6XTo6urC2bNnMTo6ipSUFBQVFSEwMHDDnQv8/PxAp9Odok2rJVxcXODn54fR0VGzjxMEgenpabS0tODs2bOoqKiAWq1GYmIi9uzZg4yMDAgEgnX1Rw4ICMDY2JjdJ2AUCgVFRUVgsViYnp5GTU3Nqvbj5+fnFOJ269atqKiocOrJ1CabbLLJjTjUCsyUkrCcQJDJZPDw8FjxRieRSJZ0C7O0ndFotNqqSCqVYnR0FDt27LBq+4V8/vnnmJycRE5ODnJzc5fdNjQ0lPSVVKvVS14LQRBobm7G5OQkCgoKNlTYjo6OorGxEcHBwUhISFgxSslkMslONX5+fnZrK7xeUCgUvPDCCygpKcGlS5dgMBhAo9Gg0WjQ29uL/v5+eHl5YcuWLfDz83OoFReFQkFoaCgGBgac2vNWKBSir68PUVFRAP4laE22XUajEXw+HykpKeByueuazmEODocDnU5HNpqxJ25ubti2bRvOnDmD5uZmBAUFQSgU2jw+lUoFpVLp0O9PUlISAKC5uRlpaWkOG8cmm2yyiS04PHK70rK6VCpdsZhMoVBgfn4ePN7KXUJMUVtrlpEJgkBLSwsiIiJsvsG0tbWhvLwcISEh2LVrl1U3b39/f+Tn56Onpwetra1kVMk0jvHx8Q2N2BoMBjQ1NaGpqQnp6ek2pWXweDwIBIKbJj2huLgYR44cwa9//WvMz8+TUcXZ2Vnk5OSgoKAA/v7+TuExGxwcDKlUivn5eUcPxSJ8Ph/z8/MYHBxEY2MjTp8+jZqaGhAEgfT0dJSWliItLQ08Hm/DhS1w3QbOz89v3YofQ0NDyXaTFy9etNkezNSIZmpqaj2GZzU0Gg15eXn/VqkJarXtBb7OTlFRER555BGrt3///fetaoT074rG4Nhiz/Xg63aOOL24taaYTCKRgMvlrlhoIpPJIJPJrC4KGxkZgUqlIqNP1qJUKvHhhx+Cy+WioKAAXC7X6ud6e3ujoKAAEokEjY2NpEvD2NgYCgoKNiyKMz8/j8uXL2N2dhZFRUVWewcvJDExEfPz8zdFegKFQsHu3bvBYrFw6dIlqFQqFBQUIDc316Fm+uZgMpng8/kYHBx09FCWYDAYMD4+Tk7OWltbQaVSkZGRgdLSUqSkpMDf398p2gjzeLx19ZPNzc0l7cGqqqpsfj6Xy3W4uAWupyZcuXLF0cNYV3p7J/DySyewb8/L5M/LL51Ab+/N4fyy0QwMDOD+++9HWFgYXF1dERERgeeee87hDh/ryYBiFG90f4Q7Kx7FdyofxZ0Vj+KN7o8woDCffrUJIBKJcNttt4HL5cLT0xP5+fm4ePHihhzbqcUtQRBWi1trxFdvby+CgoKsqrbW6/Vob29HQkKCzbl/H3/8MQwGA6Kjo7FlyxabngsAbDYbBQUFmJmZwcWLFzE6Oor8/PwNE7bDw8O4dOkS/P391ySoGQwGUlNTyS5gzsrc3Bzq6upw4cIFsNls6PV6KJVKp56VhoSEYHh42ClyIQ0GAyQSCerq6nDq1Ck0NTWBwWAgKioK7u7uSE5OBpfLdYqo90L8/f0xMzOzKis+a6DT6SgsLARw/SJvqz2aSdw6euUjLy8PlZWVDh3DenLhQjse+tFhnDzRREZt1WodTp5owkM/OowLF9odPELno7OzE0ajEe+88w7a2trw2muv4e2338bTTz/t6KGtC5cna/FY4+9wbrwSauN1Aa82anFuvBKPNf4OlydrHTxC52Tfvn3Q6/W4cOEC6Yd/yy232LWJjiVsEre/+c1vkJmZCQ8PD/j7++P2229HV1fXqg++krhVKpXQ6/XLdgNTq9WQSqUICAhY8VhisdjqQjKRSAQ3Nzebc+Wqq6vR1NSE4OBgbN++fdVFMSwWC35+flAoFPD09NyQVAS9Xo+Ghga0trYiIyPDqvzaleDxeAgICEBLS4udRmk/ZDIZqqurcenSJdBoNOzYsQMCgQA//OEPsW/fPqfuBsblcslWt45Ar9djdHQUNTU1OHnyJNra2sBisZCXl4eSkhIkJiYiIiICc3Nzdun+th64ubmBzWava+EWj8cju5dduXLFpsmIr68v1Gq1w9+/zMxMiMXiVdm7OTu9vRN48TdfQq83mn1crzfixd98ib4++0dwi4qKcPDgQTzyyCPw8fEBj8fDu+++C4VCgfvuuw8eHh6IiIjAyZMnFz3v0qVLyMrKgouLC/h8Pp588kno9XrycYVCgQMHDoDNZoPP5+OVV15ZcmytVotDhw5BKBTC3d0d2dnZNnWjKy0txeHDh7Fr1y6Eh4dj//79ePzxx/HPf/5z1e+HszKgGMXvRX+FnjD/3dUTBvxe9Nd1ieDezOfI1NQUenp68OSTTyI5ORlRUVH47W9/C6VSiba2tlW/J9Zik3K5dOkSfvzjH6Oqqgpnz56FXq/Hrl27bPJoXYhGo1lW3MpkMnh5eS2bkzc2NgZvb+8VxV9/fz/8/Pysag2rUCjQ19eHpKQkm6JNMzMz+OyzzxAcHIzU1NRVLeUD1yPWHR0dEIvF2Lp1K7RaLWpra2E0mr8A24O5uTlcvnwZcrkcRUVFK04WbCExMRFTU1MbMluzhunpaVRWVuLq1atwdXXFzp07kZqaCnd3d4SEhEAoFEKpVOKNN95w9FAtQqFQEBQUtKEpHzqdDiMjI6iursbJkyfR2dkJNpuNrVu3ori4GAkJCfDx8SG/M0wmE1wu16mdHdYz79ZEVlYWXF1dMTs7a9Mkj06nw8fHx+5+vLbCZrORlJSEa9euOXQc68HRf9ZaFLYm9Hojjv5zfSJzH3zwAbhcLqqrq3Hw4EE8+OCDuOOOO5CXl4f6+nrs3r0b99xzDznBGR0dxd69e5GZmYmmpib88Y9/xHvvvbfI5eWJJ57AxYsXcfToUZw5cwZlZWWoq6tbdNz77rsP5eXl+OSTT9Dc3Iw77rgDpaWl6O7uXvVrmZ2dtdpe82biS3GZRWFrQk8YcFy8Pn7QN+s5wuFwEBcXh7/85S9QKBTQ6/V45513wOPxVrWibSs2idtTp07h3nvvRUJCAlJSUnD48GEMDQ0teVOsRaVSLSturfG3HRsbW1FEGgwGDAwMWB21bW1tRWBgoE3L0nq9Hp988gk5EzKZua+Gzs5ODA0NIT8/Hz4+PsjLy4NCoUB9fb3dlygJgsDg4CAuX76MgICAdSlYc3FxQUJCApqbmxfNHjcSgiAwMTGB8vJyVFVVwcvLCyUlJUhKSlr0eikUCp566ikAwO9//3uHR82WIygoCBMTEzYXK9mCVqvF0NAQqqqqcOrUKYhEIrIBSXFxMeLi4uDl5WVxEigQCNbcrWw92Qg/WZOfNQDU19dDLpdb/VxfX1+Hi1vgenvh1eQNOzsXrUw5uHB+fVITUlJS8MwzzyAqKgpPPfUUXF1dweVy8cADDyAqKgrPPvsspqen0dzcDAB46623EBQUhDfffBOxsbG4/fbb8fzzz+OVV16B0WiEXC7He++9h5dffpm8vn3wwQeLVgx6e3vx8ccf49NPP8XWrVsRERGBxx9/HAUFBTh8+PCqXkdvby/eeOMN/OhHP7LL++JMXJ20Tt9cWafUhJv1HKFQKDh79iwaGhrg4eEBFouF1157DadOndqQlL81rTnPzs4CwKpnayulJayUb6vT6TA5ObmiuB0ZGSG9N1diYmICU1NTZKWzNRAEgcrKSgwPD4PH4yE3N3fVXZQ6OzsxODiI/Px8MsrMZDKRl5eH2dnZNbkPqLSLcwv1ej3q6+vR3t6OrKwsxMfHr1uhT3BwMFgsFkQi0brs3xIEQUAikeDy5cuoq6sDl8vFrl27EB8fb7F165133omgoCBIpVL87//+74aO1xbc3NzA4XDsvlys0WgwODiIyspKnDp1Cn19ffD19cX27duxY8cOxMTELJsqtBAejwepVOq0HetMllurXX2ylqioKAQEBECv19skEjkcjlOkx3wdxa1arbPaGUGt1kGjsX9udnJyMvk7jUYDh8Mh7dcAkA5AptWFjo4O5ObmLppM5ufnQy6XY2RkBL29vdBqtYusJ319fRETE0P+3xQkiY6OBpvNJn8uXbqE3t5em1+DWCxGaWkp7rjjDvzwhz+0+fnOjMagJXNsV0Jt1K6Li8LNeo4QBIGHHnoI/v7+uHLlCqqrq3Hbbbfhlltu2ZDVvFX73BIEgUcffRQFBQVITEy0+fk6nQ4Gg8GiuDUVky38EG9kfHwc7u7uZPtXS/vp7e1FRETEiikGJmeC2NhYm3rWDw4O4urVqwgMDIRQKLSpQcRCurq60N/fv0jYmnBxcSEteUyFbtYgEk/io8uNONXQBZVWB1cmA6VpMdifFgnZSB9YLBaKiorWPaeXQqEgOTkZV65cQXBw8LKfmT0gCAKjo6MQiUTQarWIjIxEaGioVTnQdDodhw4dwsGDB/Hyyy/jwQcftJgaQxAEVCoVVCoVDAYD9Ho9DAYDDAYDjEYj+QNc/wxdXV3BYrHAYrHW3EYWuB697evrs8rjeTnUajUkEgnEYjGmp6fh7e0NgUCA5ORkuLu7r3q/rq6u8PLywvj4uNkmJo6GTqfD19cXk5OTa3qd1lBQUIAjR46gr68PIyMjVvkU+/r6Qi6XQ6PR2HRNsjc5OTl48MEHodPp7NotzpGwWAywWAyrBC6LxYCLi/1f943vJYVCWfQ30z3LdA0hCGLJfcwU7KBQKFYFPoxGI2g0Gurq6pZc12y9LovFYmzfvh25ubl49913bXruzYALjQkWlWmVwGVRmXChrf2afiM36zly4cIFHD9+HFKplAyGvPXWWzh79iw++OADPPnkk1btZ7WsWtw+/PDDaG5uXtb/0KTOjx07BjabDRqNBgaDAXd3d/JCPTw8DDc3N7i7u8Pd3Z18I00ensvlyFrjkjA5OQmNRmPVjaS/vx8EQSAsLGzFbU3Mzs7i8uXLYDKZYDKZKzZrsIRIJEJfXx/y8/MtRsVcXV2Rm5uLq1evwsXFZUVBc7K+Cz//2ynoDf/KKVNpdTh6rRVfVLfi4R0p+MGOvA2rYvf29kZwcDBaW1vJZVp7YzQaMTw8jO7ubhiNRkRFRSE4ONhmL9Uf/OAHeOaZZzA4OIjjx49j27ZtmJubw9zcHObn5xf9vlrHAiqVSopdV1dXsNlscDgc+Pr6gsPhWCV++Xw+mpqaMDc3Z3U01YRKpYJYLIZEIsHMzAx8fX3B5/ORnp5u18mOqRuYM4pb4F/dwEJDQ9f1OL6+vkhISEBrayvKy8vx7W9/e8XzkslkwsPDA9PT01Y3nlkPoqOjwWQy0dbWhtTUVIeNw95s3xGPkyeaVtxuR3H8BoxmZeLj43HkyJFFAqaiogIeHh4QCoXw8fEBg8FAVVUV+X2TSqUQiUSkc0daWhoMBgMmJiawdevWVY9ldHQU27dvx5YtW3D48GGnsPdbDwr8tuDc+MpuIVv9MjZgNCvjLOeIKaXvxvOCSqWua/2QiVWJ24MHD+KLL77A5cuXlxWNJn/QAwcOLPr7q6++isLCQtDpdExNTUGpVEKhUMBgMMDNzY28Sbu6ukKr1ZqN7pr8NFfyoO3t7UVoaOiKNxGNRoOuri5s2bLF6i+pTqdDdXU12UUtLi5uVZ6o3d3d6OnpWVbYmmCz2cjOzkZ5eTlcXV0tujmIxJNLhO1CDATwh7IWbE1PRrTAeh/etRIXF4dz585hYmIC/v7+dtuvwWDA4OAgenp6QKVSER0djcDAwFVdcHU6HWZmZrBv3z787W9/w1tvvbWsKwGFQgGLxQKdTgeNRiP/pVKpoFKpoNFoIAgCarUaKpUKarUaer0eRqMRCoXC4pK4t7c32fbZ398fHA5nyXnMYDDA5/MxMjJCVuUvh0KhICO0MpkMHA4HQqEQGRkZK3pOr5aAgAB0d3eTnd+cDS6Xi76+PrMRD3uTkZGB3t5esrjMGqFoSk1wpLilUqnYsmULamtrv1bi9hvfzMDZMy3LFpXR6VR845vOIVweeughvP766zh48CAefvhhdHV14bnnnsOjjz4KKpUKNpuN+++/H0888QQ4HA54PB5+/vOfL7oORkdH4+6778aBAwfwyiuvIC0tDVNTU7hw4QKSkpKwd+/eFcchFotRVFSE4OBgvPzyy4vy1u1ZjOwM3CooQtlE9bJFZXQKDbcICjdwVJZxlnMkNzcXPj4++P73v49nn30Wrq6u+NOf/oT+/n7s27dvPd8CADaKW4IgcPDgQRw9ehRlZWUrRjhNkafh4eFFoo3FYmFiYgIKhQLZ2dnkvtVqNebn5zE/P4+BgQFoNBqcPn2azC3kcrnw8/ODq6srJicnwWQyl22dOT8/j6mpKavaRnZ2dsLX19eqLmem8TY2NmJqagouLi5gMpnIyLD9AtjT04Pu7m7k5eVZ3QbUx8cHmZmZqKmpgaurq9mc548uN1oUtib0BiP+dqUBv7izxOZxrxYmk4mYmBi0traiqKhozbN9nU6HgYEB9Pb2koVrAoHAJpGi0+kwOjoKiUSCsbEx0ls0NTUV3t7e8Pb2BpPJhKenJzw9PeHh4bHodzabbfPr0Ov1UKvVpOBVqVSYnZ3FzMwMpqenIZfLyaYjpupUKpUKHo+H0NBQhIaGkqsaQqEQra2tiIuLM/u65XI52fZ2bm4Ofn5+CA4ORnZ29oYsdXt6eoLBYGB6etquExp74ePjA4PBgPn5eZuj37ZiKi67ePEi6uvrER0dvaKPtI+Pj1M07DCJ269TXmVEhD9+9tStFu3A6HQqfvbUrQgPd47zVigU4sSJE3jiiSeQkpICX19f3H///XjmmWfIbV566SXI5XLs378fHh4eeOyxx8j6GBOHDx/Gr371Kzz22GMYHR0Fh8NBbm6uVaIFAM6cOYOenh709PQsCXA52pfZ3oS6C/HT6Hss2oHRKTT8NPoehLrbZhu6XjjLOcLlcnHq1Cn8/Oc/x44dO6DT6ZCQkIBjx44hJSXFrq/ZHBTChjPxoYcewt/+9jccO3ZsUfKxl5eX2WVMU9/22dnZJTeNnp4eSKVSZGZmmj3W5cuXERYWhoCAAPKGPzk5CZlMRu7Lw8MDW7ZssShkmpqaYDAYkJ6evuzrmp2dxZUrV1BUVGR1PklfXx/a29sxPj4Og8GAvLw8m3OPe3t70dXVhby8vFVVD/b19aGrqwuFhYVLbpDZP3tzSQGZOVyZDFx78WGbj70WjEYjLly4QObBrgatVou+vj709fWBzWYjOjoaPB7PalFrMBgwMjKCnp4eDA4OLnFx8PDwAJ/Ph4eHB7q7u3H77bevW2TTHGq1GhMTE5icnMTk5KRZVwQOh4PQ0FAEBQWhpqYGeXl58PHxAUEQmJ+fJ1MO5HI5/P39wefzERAQYJdcX1tpbGwEnU5fVX7+RlBRUYGAgIBV58vbyrFjxzA+Po6EhATk5+cvu+38/DzKysqwb98+hy79/v3vf8dLL72E2lrnMqxXq9Xo7+9HWFjYqr+jfX0TOPrPWlw43w61WgcWi4EdxfH4xjcznEbYbuJYBhSjOC6+hCuTtVAbtWBRmdjql4FbBIVOI2z/HbD2+26TuLUkHA4fPox77713yd+XE7em9pzmCsaMRiO++uorFBUVLcm51Wq1GB8fR2NjIygUClxcXCAUChEYGLjoGFqtFmfOnEFBQcGywpEgCJSXl8PHx8fqIi2pVIry8nKwWCz09fXB29sb3/72t2268fT19aGjo4MUJKulubkZ09PT2Lp1K1kspdLqkP2zN63eR/WLB8Firjr9elWIxWI0Nzdj586dNjW6UKvV6O3tRX9/P3x8fBAdHW119yuTc0JPTw/6+voWtYr09PREYGAgAgICwOfzFxUXVVRUwGAwIC0tbd0L4ZZjbm4OQ0NDGBgYgEQiWRQhmZqaQmBgIGJiYiCXy6FSqeDv7w+BQAAej+fwIiCxWIyOjg4UFxc7dByWEIlEkMlka7LwswWxWIzjx4+DSqXiu9/97opFsSdPniSX+RxFb28v4uLiMD8/79Dithuxh7hdiEajW5fisU2+PmgM2nUpHttkZaz9vtuclmAv1Gq1xWX4ubk5MjfkRphMJlxdXUGn01FSUoLJyUmMjo7i0qVL8PDwQEhICAIDAzE4OEguKS+HWCyGXC4n0yNWQqfToba2FqGhoaipqQFwvYOPLcK2v7+ftOtY680qMTERlZWVaGhoQEZGBigUClyZDLgy6FDpVvaUdWUyNlzYAtcLobq7u9HX14fo6OgVt1epVOju7sbQ0BC4XC7y8vKstqBTKpVobW2FSCRa5Fvr5uaGyMhIRERELGsT98knn+Ctt97C//zP/+Chhx6y6pjrgaenJxITE5GYmAi1Wo3BwUG0traivb0dk5OTGBkZQWdnJ6KiokhvQmdpeevn54fa2looFIp1dyVYDVwuF729vRuSdwtc9//l8/mQSCRoaGhYtmiDQqHAx8cHUqnUoeI2PDwc7u7uaGlpWVUK1s3CprDdZCU2ha3zs/Gq5v9Qq9UW81tN/raWbjISiQQBAQGg0+ng8/ng8/lk3uTg4CDZ2m2lAhu9Xo+2tjbEx8dbFdkiCII0JFYoFNDpdOByuTYtrQ8MDKC9vR25ubl26eZCpVKRkZGBS5cuoaenB5GRkejr60OCnxtqxXMrPn9PesyK26wHFAoF8fHxqK6uRmhoqMWlcrlcjp6eHgwPDyMgIGDFSPxCZmdn0dzcjK6urkV2XGFhYYiMjASfz7dKyISFhcFgMOCdd95xqLgFrp+DUqmUzKFlsVjYtWsX9Ho9zp8/D09PT+h0Oly4cAH19fVISUlBVFSUwyuZGQzGhllurQZvb2/o9XrI5XKruhjag8zMTHzxxRfo6upCSkrKsvm+JnHrSCgUClJTU9HY2Pi1FrebbLLJzY9Dxa2lkPJyzRtMS8sLjY2B6zdPU6FNV1cXuru70dbWhsnJSURHR5uNeJiKkIKCgqwac19fH2QyGbKzs3HkyBEAIKOl1mAS3jk5OXZtU+ji4oLMzEyUl5djbGwMKpUKD95SiP9876tli8roNCru2rpysd164efnB29vb3K5cyFzc3Po7u6GWCyGUCg0m6JiiampKTQ2NqKvr4/8G4/HQ3Jy8qpswe655x4cOnQIzc3NaGhosKpA0Z4QBIHp6Wkyh9ZgMIDP5yM5ORl+fn7k62GxWCAIAkajEe3t7ZDJZLh06RJqamqQnJyMuLg4h6YnmFrdrrfl1mqgUqnw8fHBzMzMhonbgIAABAYGYmRkBA0NDaQNjzl8fHwwOmr/3vW2kpqaiqamla2zlmOjouObbLLJvy8OEbcmZ4TlxK0li6/Z2Vlotdpll5HHx8cRFxcHgUCA3t5elJeXw9fXF7GxsaSoVCqVpEuBNRfamZkZMke2vb0der0e/v7+Vnt3Dg0NoaWlBTk5OauyC1sJgiBApVIhk8lIIfjCXaUW7cDoNCpeuKt0Q23AzBEXF4eKigqEh4fDxcWF9NubmJhAcHAwduzYYXWkz7TEu7BjV3BwMFJTU9dkT8PlcnHbbbfhyJEjeOedd/D222+vel/WYjQaMTU1BYlEQubX8vl8pKWlgcvlmo3E8vl8tLe3o7i4GKmpqejo6EBLSwuUSiWqqqpQX1+PhIQEJCUlbWhxnAl/f/8NXfq3FQ6Hg+npaYSEhGzYMTMyMjAyMgKRSITU1FSLqVpeXl6Qy+UOb6KQmpqKP//5zzY9x5QDLpPJ4O/vb7UrzCabbLLJanGIuDV1cbLkXzs3N2cxt0wikYDH41mMvs3MzGB+fh7BwcFgMBhITExEVFQUent7UVFRAT8/P8THx6Orqwt8Pt+qCKpWq0VtbS3Zuay9/XqfcWuX5oaHh9Hc3Izs7GxwufYVk6YObJ2dnYiJiYFMJiObJOxJj0FEAAd/u9KAk/X/6lC2Jz0Gd21Nc7iwBUA2LGhtbYVGo8HMzAxCQ0Oxc+dOqxsJKBQKVFZWkpFaCoWCyMhI0gbFHvznf/4njhw5go8//hivvfbaunR0MxqNmJycJCO0VCoVAoEAGRkZ4HA4KwpCf39/1NXVkUvrKSkpSExMRHd3N5qbmyGTydDQ0IDW1lakpqYiKSnJpmK+tWJajZHJZA7NHbUEh8NZc1TSVkwT5KGhIdTV1WHHjh1mtzN1tZudnbX7NcQWUlJS0NTUBKPRaDHVRaVSkd8Vk12iTqcjJ5o//elPUVRU5JQTnE022eTrgUPErUqlIs3ub2R2dhYMBsOieJBIJMsWIPX29iIkJGRRdMPFxQXx8fEIDw+HSCRCWVkZCIJAUVHRimMlCAL19fXw8vJCREQEWTlvWlJciZGRETQ1NSE7O3vZaPNq0Gq1qK+vx9zcHFlgpdPpUFZWht7eXkRGRiJawMUv7izBL+4sgVqrd0jxmCUIgsDk5CRpexUREYEtW7ZYXYltNBrR3NyM+vp66PV6UCgUxMbGIjU11e5Ly8XFxeQS8pEjR/C9733PLvs1dYERi8UYGxsDg8GAQCBATk4OfHx8bBIAdDodfn5+GBsbI18/jUZDbGwsYmJiMDg4iPr6ekxNTaGmpgZdXV3Ytm3bhjUHoFAo4HK5mJycdEpx6+PjA6VSueGtbjMyMjA0NISenh6kpaVZfG+8vb0hk8kcKm7j4+OhVqsxMDBg0Tbt5ZdfxieffILY2Fg8/vjjiI2NhZeXF0ZHR/Hmm2/i0KFDePPNN60u4t1kk002sRWHKB1TSoK5G/dyxWRyuRwKhcJiIZpSqcTY2Niy0Y+kpCRMTEwAAMrLyxEfH4/g4GCLIqKnpwfz8/MoLCyERqNBZ2cnAOuitqOjo2hsbERWVpbdhe309DRqa2vh4+ODoqIisiCLwWAgPT0dlZWV8PPzW7QE6CzC1pQ3LRKJoFKpEB4eDgaDATqdbrWoGBkZQUVFBWQyGYDrObX5+fnrduOnUqm477778Mtf/hIffPDBmsStXq/H+Pg42TTCxcUFAoGA9DteS0QrICAAw8PDS9J6KBQKQkNDERISgt7eXly7dg1zc3M4fvw4YmNjkZOTsyH+txwOh/z+ORsMBgNsNhszMzMrtvW2J6ai1IGBAdTV1WHnzp1mtzOJW0fCZDIRFxeHpqYms+L2zJkz+OCDD/CDH/wAP/7xj+Hp6bnofL7jjjuwd+9efP7555vidpNNNlk3HCpuzbFcMZlEIgGXy7WYc9bf3w8ej7dsjqap009RUREmJyfR0tKC4eFhpKSkLIn2TU9Po6urC/n5+WAymairq4PBYICfn9+K0S6xWIyGhgZkZmbatSsTQRDo7u6GSCRCfHw8wsLCloghDoeDiIgI1NfXo7Cw0OGV8iaMRiNGR0fR3d0NrVaLqKgohISEgE6nw8fHB3V1dYiMjFx2qVyhUKCiogL9/f0Arrdozs7ORlRU1Lovc953333Q6XQoLS21+bk6nQ7j4+MQi8WYmJiAq6srBAIBCgoK4OXlZbexBwQEoKmpyWL00ZSyERwcjOrqarS3t6OzsxNDQ0PIz89fsevgWvHz80NHR8eyy9qOxNfXF1KpdEPFLXB9sjwwMIC+vj6Lll/e3t6L8skdRVJSElpbW/GNb3xjyWPXrl1DeHg4nn76aYvP53A4TlEct8kmm3x9ccjdZTlxK5VKlxW3lm46er0eAwMDiIiIsHhcrVaLjo4OJCQkkDZiO3bsgJeXF2mlZfLy1Wg0qK2tRVxcHHx8fEjbMABLnBpuRCwWo76+HhkZGVa387UGjUaDyspKDA0NoaCgAOHh4RZFUUxMDCgUCrq6uux2/NViNBoxODiICxcuoLOzE+Hh4SgpKUFERAQpZE1tlZdrMzo0NIQjR46gv78fFAoFiYmJuPPOOxEdHb0h+XthYWF49NFHoVKpSGux5dBqtRgaGsK1a9dw6tQpiEQieHp6Ytu2bdixYwfi4uLWHKm9ERaLBS8vrxWjo0wmEwUFBdi/fz+8vLygVCpx9uxZnD17dpEXsL3x8PAAjUZzeATSEo6y3PL19SVdJEzXmRvx9PSEXC5f0k1vo0lISLA4xoiICAwMDGBqamrR341GIxQKBd5//31UVVWZFcbOglqzcmfHm42ioiI88sgjVm///vvvr6pr5r8LOqPG0UOwO1+3c8QhkVuNRmNW3Op0OsjlcrNvmFqtXraD0NDQENzd3ZctIOrq6oKXl9eiynk6nY6kpCQIBALU19djfHwcaWlpaGpqgq+vL7n01tPTA7VaDTabvWx0SyKRoL6+Hlu2bFlThf6NTE1Noba2FhwOB4WFhStWTFOpVKSlpeHKlSvg8/kOOQn1ej0GBwfR09MDOp2O6OhoBAYGmo3YUSgUREVFob29HWFhYYu2MRqNqK6uRnNzM4Dry7hFRUV2tVOzFlM3tKmpKbMReY1Gg7GxMYjFYkxOTsLT0xMCgQDx8fEbZjHF4/EwMTFhlcVdQEAAvv3tb6O+vh5NTU3o7+/H6Ogo2QTC3lAoFNKVwBGf30r4+PiQ3RM3uuApMTERAwMDEIlEyMrKWpImwmKxwGQyMTc359D3LjExEX/729/MPrZt2zaEhoaitLQU3/nOd8Dj8aDT6TA2NobGxkZUV1fjtttuwy233LLBo16e7qFJ/ON0Pc5VdkGl0cHVhYGduTH4zu50RAXbN6Xs68L+/fvR2NiIiYkJ+Pj4YOfOnXjxxRc3LId/oxlX96N6+jhaZ69AZ1SDQWUh0Wsrsji3gMda3xWvm5X6+nr87Gc/Q01NDWg0Gr71rW/h1Vdf3ZBOn04VuZ2dnQWLxTJbTCaRSODj42P2eQRBoK+vb9mOTHNzcxgYGEBiYqLZbTgcDrZv3w43NzecP38es7OzSE1NBYVCAUEQpLBKTEy0uJw6NjaGuro6pKen221ZkyAIdHV1oaqqCjExMcjIyLDaCshUBNfY2GhVpNFe6HQ6iEQinD17FsPDw0hKSsKOHTsQHBy87FI0n88n83FNyOVyfPHFF4ve/9tuu81hN3cKhYLKykqUlpaSqRGmdoDl5eU4ffo0BgcH4efnh+LiYhQVFSE6OnrDhC3wL3FrbUdBGo2GzMxMfPOb34Sfnx+0Wi3Onz+Pq1evwmAw2H18JnHrjHh4eIAgCMjl8g0/tkAgIFeJzK24UCgUeHl5YW5u5eYs60lCQgK6urqg0y2NcAYGBuLNN99EeHg4jh49itdeew2//vWv8dFHH4FCoeDFF1/EG2+84fB20As5W9mJ+575EF+WtUL1f1FblUaHL8tacd8zH+JsZaeDR+icbN++Hf/4xz/Q1dWFI0eOoLe3F9/+9rcdPax1oVV2GX/qfQwN0rPQGdUAAJ1RjQbpWfyp9zG0yi47eITOh1gsxs6dOxEZGUmuXra1teHee+/dkOM7lbhdKd/WkmAcHx+HXq+HUCg0+zhBEGhtbUVoaOiyXYDodDqCgoJAEAT0ej1EIhGMRiOGh4chk8nAZDIRGxtrcQy1tbVIT0+328xVrVajoqICw8PD2Lp1q9n82pWIjo6GwWBY1NBgvdBqtejs7MTZs2cxPj6O9PR0FBYWQiAQWDVuKpWK8PBwcqwDAwP47LPPMDExASaTiV27diEvL8/mJgz25sKFC2hoaMCbb76Jq1ev4syZMxgdHUVAQABKSkqwbds2REZGOqwTl7e3N4xGo81L/76+vrjtttuQnp4OAGhvb8exY8fsLvR8fX0xMzNj13be9oJKpcLLy8thaRMJCQkArqcmmHt/vLy8MDs7u9HDWkRoaCgYDAa6u7vNPh4dHY1//OMf+Otf/4r3338fFRUV6OjowKeffor/+I//2ODRLk/30CSe/+NJi81u9AYjnv/jSfQMTdr92EVFRTh48CAeeeQR+Pj4gMfj4d1334VCocB9990HDw8PRERE4OTJk4ued+nSJWRlZcHFxQV8Ph9PPvnkolQVhUKBAwcOgM1mg8/n45VXXllybK1Wi0OHDkEoFMLd3R3Z2dkoKyuzafz/9V//hZycHISEhCAvLw9PPvkkqqqqzE56bmbG1f34fPR1GAnz6UBGQo/PR1/HuHrA7se+mc+R48ePg8Fg4A9/+ANiYmKQmZmJP/zhDzhy5Ah6enpW/Z5Yy00hbnU6HaampiyK297e3iVL2QsZGxvD7OysRWG6cFy1tbVISkpCYWEhxsbGUFVVhbq6OgBAbGys2YryiYkJ1NTUIC0tzW7CdmJiAmVlZWCxWCgsLFy18TmNRkNKSgo6OzuhUqnsMrYbUavVaGtrw5kzZzA9PY2srCwUFBSAx+PZLMaDg4Mhk8lw5swZnDlzBlqtFv7+/vjWt77l8M5WCoUCPT09ZJX3V199BaFQiF27dqGgoAARERHr4n9rK1QqFX5+fpictP2GbGrnvHfvXrBYLExNTeHo0aOr2pclvLy8YDQaMT8/b7d92hNHuhJERUWRqQfmisc8PT0dHrmlUqmIj4+3mHcrFotRXl6+pIGKqXueM/GP0/XLdnEErgvcf5xuWJfjf/DBB+ByuaiursbBgwfx4IMP4o477kBeXh7q6+uxe/du3HPPPWQe/OjoKPbu3YvMzEw0NTXhj3/8I9577z386le/Ivf5xBNP4OLFizh69CjOnDmDsrIy8h5m4r777kN5eTk++eQTNDc344477kBpaanFCctKzMzM4KOPPkJeXp5TReXtQfX0cYvC1oSR0KN6+vi6HP9mPUc0Gg2YTOYiXWa6P169enWtb8uKbLi4Xa47mSVzd5Nvp7lI2NzcHKRSqUXhYzAY0NraumLrUYIgUFdXR9ryeHh4YNu2bVAoFLh8+TI0Gg0SExOXPG9iYgLV1dVITU21GDm2BaPRiI6ODlRXVyMuLg7p6elrvlhwuVzw+XyLN6PVolQq0dzcjHPnzkEulyMvL4+041ptviKNRsPo6CguX76+zJOcnIz9+/dv6LL+QuRyOemNfP78eUxOTuI73/kOWaxHp9Md0u1rJVYrbk0EBgbim9/8Jnx9faFSqfDll19iYGDALmMztbp11tQER4pbBoOBmJgYAOYLyzw8PDA3N+fwqHdMTIzFYtX3338f3//+91FZWQkAZGoLhUIh07ychXOV1hXcrldqQkpKCp555hlERUXhqaeegqurK7hcLh544AFERUXh2WefxfT0NJmW9dZbbyEoKAhvvvkmYmNjcfvtt+P555/HK6+8AqPRCLlcjvfeew8vv/wySkpKkJSUhA8++GBRelFvby8+/vhjfPrpp2Ru/eOPP46CggIcPnzYpvH/7Gc/g7u7OzgcDoaGhnDs2DG7vj/OQOvsFSu3W5/UhJv1HNmxYwfGxsbw0ksvQavVQiqVki4qC1MP14sNF7c6nQ5Go3GJINBqtVAoFGYjt8ulJPT29iIwMNCiP2pvby8YDMaKLTW7urqgUqmQkpJCCjMGgwF3d3dyKVCjWVwhOTk5ierqaqSkpFjV0GElVCoVKioqIBaLsW3bNoSEhNitqCUhIQHj4+N2icDJ5XI0NDTg/Pnz0Gq12Lp1K7Kzs9ecB6vVanHixAloNBrMzs5i27ZtyMnJ2XDLqLm5OXR1deHixYu4ePEipFIpwsPDUVpaitzcXGRmZpLR26NHj27o2KzFz88P09PTa6qsZ7PZuO222xAUFAS9Xo8zZ86gpaXFLuNzlCuBNXh7e2N2dtZhIsyUmjA0NLQkSuvh4QG9Xg+1Wu2IoZHExsZaFLeZmZn47ne/S072F6YRmQQuAIeLXLVGR+bYroRKo4Naa//l9oXOOzQaDRwOB0lJSeTfTG47JveTjo4O5ObmLrov5OfnQy6XY2RkBL29vdBqtcjNzSUf9/X1JSdMwPUiH4IgEB0dDTabTf5cunQJvb29No3/iSeeQENDA86cOQMajYYDBw44/HO1JzqjhsyxXXlb9bq4KNys50hCQgI++OADvPLKK3Bzc0NAQADCw8OX7TBrTzbcLUGtVoNOpy/xMpXJZHBzc1uy7G/q4LTwjTeh0WgwMjKCwsJCi8cSiUTIyclZViROTEygp6cHW7duXRQlNRqN6OnpIavdKysrsWXLFvD5fExNTeHatWtITk62qip9JcbHx1FfXw8ej4ecnBy7t0VlsViIjo5Ga2vrqltfzs3NQSQSQSKRQCgUoqioyG4RVZVKhRMnTmB6ehpeXl7YsWPHhjQVAK7fZOfm5iAWiyEWi6FUKsHj8RAZGYmAgACzkfNvf/vbqKqqwqeffoqf/OQnGzJOW3B3dweLxcLMzMyafJYZDAZ2796NiooKtLe3o7KyErOzs8jPz1/TxMvX19fuKwn2gs1mgyAIKBSKDanqvRFPT08EBQVheHgYbW1ti25CNBoN7u7umJ+fd2gKTExMjMUoXUlJCUpKSpb8Xa1Wo7u7GzMzM4iPj4efn59DXClMsFwYcHVhWCVwXV0YYDHtv9x+47WFQqEs+pvpvTGlc5h7v0xi0tqouNFoBI1GQ11d3RKRYev5zuVyweVyER0djbi4OAQFBaGqqmrROXszw6C6gEFlWSVwGVQWGFT7dza8mc+Ru+66C3fddRfGx8fh7u4OCoWCV199dd391AEHiVtb8m0nJibg4uJithBsYGAAHA7HYpFYe3s7eDzesl2r1Go16uvrkZSUtCSvdWBgAGq1Gm5ubsjLyyPdECIiItDX14ekpCQEBwev8IqXx5SG0N/fj+Tk5DXvbznCw8MxMDCAoaGhFSPZC5FKpRCJRJiYmEBwcDCKi4vh5uZmt3HJ5XKcOHECMpkMrq6u2Lt3LxQKBZlLvR43P4IgIJPJIBaLIZFIoFarwePxEBsbCx6Pt+Lk4hvf+AYef/xxVFZWYnp6GhwOx+5jXAsmyy1LlmW2QKVSUVBQAE9PT1RVVaG9vR1GoxFbt25d9Wfj4+MDuVwOrVa7YZMYa6FSqfDw8MDs7KxDxC1w3RVkeHgYXV1dyMzMXHQ+mlIT7NkcxlZMaQmWxKlWq4VGoyEnv3Nzc3j44YdRU1MDFxcXcDgcvPzyy0hLS9vooS9iZ24MvixrXXG7ktzl6zU2ivj4eBw5cmTR+15RUQEPDw8IhUL4+PiAwWCgqqqKvJeYrt+mIFBaWhoZNNq6davdxrbQI/7rRKLXVjRIz1qx3bYNGM3KOOM5Yoou/+///i9YLJbZya+92fC0BFvzbU0pCTdeQA0GA/r7+y16cc7MzEAsFpNLfOYwGo2ora2Fn5+fWVFpWnaLiYkBlUqFQCBAXFwcRCIRAgICbBKI5lAqlSgvL8f4+DgKCwvXVdgC16M+8fHx6OzsXHG5miAITE1NoaKiAuXl5XB3d0dJSQlSUlLsKmxnZ2fxxRdfQCaTgc1mY//+/eBwOBAIBFAqlXbNfSQIAjMzM2htbcXZs2dRUVEBtVqNhIQE7NmzB5mZmRAKhVZFzcPDw5Geno709HSnbSfL5XKXmOmvheTkZBQXF4NCoaCzsxMVFRWr3peLiwvc3NyctpmDo10JAgMD4enpCa1Wu6SAw9PT0+HFeFFRUZDL5RgbG1vyGEEQ+Otf/7ro/HjmmWdw6dIlHDp0CL/85S/h4eGBQ4cOOTy94ju700GnLX8bpNOo+M5ux4pwEw899BCGh4dx8OBBdHZ24tixY3juuefw6KOPgkqlgs1m4/7778cTTzyB8+fPo7W1Fffee++i1K7o6GjcfffdOHDgAP75z3+iv78fNTU1ePHFF3HixAmrxlFdXY0333wTjY2NGBwcxMWLF3HXXXchIiLiaxO1NZHFuQVUyvL3BCqFjiyOc3g3O8s5AgBvvvkm6uvrIRKJ8Ic//AEPP/wwfvOb32yI777TRG5NeY0LMRqNGB8fN9u4YXR0FAwGw2z0giAItLS0IDIyclkh1tXVBY1GYzZtQS6XY3h4GADIlIiZmRmyw9bg4CAGBwdXLXAlEgkaGhogEAiQlJS0YfZWAoEAPT096O/vR1RU1JLHCYLAxMQERCIR5ubmEB4ejoyMjHWJrs3NzeGLL76ASqWCl5cX9u3bR0bK6HQ6hEIhhoaGzE56rIUgCExPT5MRWoPBAD6fj5SUFHC53DW971VVVTh16pRd8q3XAy6Xi6amJuj1eruluURERMBoNOLixYtoa2sDjUZDTk7OqvZlKtxyZATSEp6ennZ1iLAVCoWCuLg4XLt2DT09PYiLiyMfY7PZDhmbqcuY6UcgEKC9vX1JPQSFQsEvf/lL/PKXvySjR5999hneeecd3HrrrQCuF5uYmraYrOccQVSwH557cI9FOzA6jYrnHtyDSCdp5CAUCnHixAk88cQTSElJga+vL+6//34888wz5DYvvfQS5HI5WYj72GOPLZmoHT58GL/61a/w2GOPYXR0FBwOB7m5udi7d69V43B1dcU///lPPPfcc1AoFODz+SgtLcUnn3xisf7lZoXHCsPtwkcs2oFRKXTcLnwEPFboxg/ODM5yjgDXJ0HPPfcc5HI5YmNj8c477+Cee+6x22tdDgqxjtnfc3NzZATElDrQ3NwMGo22KKKqVqtx+vRp7N27d1EuyeTkJOrq6rB79+5F4pMgCFy6dAmhoaFmXRKGhobQ2dmJHTt2WLypj4+Po6amBtu2bTOb1lBfX4/a2loIBALccsstkEqlqKioQFxcHMLDwzE1NYWqqiqkpaXZ5JJgNBrR3t6OwcFBuxWi2crExARqa2tRUlJCvt+m5gkikQgqlQoREREICwtbN1sXtVqNY8eOYXZ2Fr6+vti3b9+SHMKZmRlUVVVh9+7dNolQo9GIqakpSCQSSCQSEAQBgUAAPp8PLpdr1wK1yspK+Pn5ITIy0m77tBcEQeDMmTPYsmXLsqk5q6Gzs5N0tEhPT0dGRobN++ju7oZUKrXYddCRTE1Nob6+Hrt27XLYGORyOdkJ7Hvf+x45UZdKpaisrLTpJmMtBoNhkYBd+NPd3Y2rV69icnISEokEXV1d2LNnD7744osl+4mPj8dTTz1F3sjCw8Px6quv4vbbbye3SUtLw1NPPYXvfOc7axqzqYlKWFjYqp1LeoYm8Y/TDThb2Ul2KCvJjcV3dqc5jbDdxLGMqwf+r0PZ5QUdyrb9X4eyUEcP798Ga7/vDonc3pifaFqSvlFISSQSBAQELImqTk9PQ6lUmhWGOp0O7e3tSEpKsihsVSoV6uvrkZycbDFfVyQSAbgetZXJZKisrERsbCwZXeZyucjMzERNTY3FCPKNKBQK1NbWgiAIFBYWOiyfz8/PD56enujt7UV0dDRGR0chEomg1+sRGRmJkJAQuxe0LUSv1+P06dNkTuPevXvNFsf4+PiAyWRifHx8Rf9go9GIyclJMkJrSiPJyMgAh8NZt6IVHo+H5uZmeHh4kHlFzsLCVrf2FrexsbHQ6/WoqKhAfX096HQ6UlNTbdqHt7c32eXN2fDw8IBKpYJOp3OYbyebzYa/vz8mJibQ19dHWhGy2WzodDpoNJpVRcn0ej2USiUpWuVyOfm7SqUii9ZMPwKBAGw2GywWC9XV1SgsLERkZCT+/ve/L1ltM5Gfn4/PPvsMu3btAo/HQ2FhIU6cOIH09HR4eXnhjTfeAJPJRHR09JreI3sRGeyHpx/Yhacf2AW1VrcuxWOb3NzwWKG4VfgwbhU+DJ1Rsy7FY5vYD6dISzBXTGaKJJq7Yfb29iI0NNSsABOJRGCz2RbFkCnPNiAgwGKO68TEBObm5kCn0+Hj44OKigrExMQsye/l8XhITU1FTU0N8vPzl80jEYvFaGxshFAoRGJiokO7bFEoFERHR+PatWsYGhoChUJBVFQUgoKCNmRc7e3tGB8fB5PJxJ49eyymjlAoFAQGBmJkZMTs52lKeBeLxRgbGwODwQCfzydtyTaiCvvVV1/FH/7wBzz77LN4/vnn1/14tuLr62s2L9IeJCYmwmAw4Nq1a6iurgaDwVg2x/1GvL29oVKpVi3S1hMXFxe4uLhgfn7eYa2egetpIBMTE+jt7SXFLYPBgIuLC+RyucX3Ta/XL4m8mkSsWq0GjUYDm80mBayPjw/5O4vFMvvd2bp166LiksHBQdTX15s9/kMPPYSf/exnKCkpwaFDh7B792688847yMjIQHZ2NsRiMe677z6bJ0Qbwaaw3WQlNoWt8+M04vbGyKdMJoNer4ef3+IlIblcjomJiUXebwsf6+/vX7aKu6OjAzqdbpFP3I2Y2r+auoJERUVZLFwLDAyESqVCVVUVCgsLl0QgDQYD2traMDw8bLdGD2tBr9djcHCQbH/n7e2NjIyMDfWSTUpKgkKhQEhIyIr5tEKhEN3d3WQETa/XLxK0Li4uEAgEyMvLg7e3t8XP3WBUgUa1v3WS6eb81VdfOa247ezsXDfLpZSUFOj1etTV1aGiogJsNtvqPHQGgwE3NzfMzs46Zd6th4eHw8VteHg4KisrMT4+DrlcTq72mNwcaDSaWRGr0WhAp9MXRWCDg4PJ311cXNZ8PkRERODTTz81+1haWhpeffVVvPHGG/jv//5vsgGIQCCAWq3GI4884nSteDfZZJOvDxsqbs11JyMIAlKpdMnylEQiAY/HWyK6+vv7wefzzS5jt7a2IigoyGKr2rGxMQwMDGDbtm3LLrv39fVBpVJhenoa+fn5ZguvFhIZGQmFQoFr166hoKCA3LdCoUBNTQ0oFAqKiorMdljbKHQ6Hfr7+9Hb2wtXV1eyiK2+vh5Go3FDxS2FQrG6otbUma69vR0ajQYTExNwdXWFQCDA1q1b4enpafEmLdd2Ynjur5hQnICBUIJGcYO/+14Eed4DNtM+1j6lpaUArudoS6XSNRW/rQeenp4wGAyQy+Xr1uVty5YtUCgU6OzsxMWLF/Gtb33L6mN5eXk53NbKEibLLUfCZDLBZrMxPDyMCxcuIDAwEAqFAjKZDFNTU6DT6YsisBwOh/w/k8lc19WLiIiIZQ3dExMT8c4776CzsxPu7u5kZ6WFbPS1Z5NNNvn3YEPFrVarBUEQi8StKa/tRkEqkUgQG7tYgOh0OgwODiI/P3/JvsfHxzEzM4Pi4mKzx1Yqlaivr0dKSsqyN97JyUlMTk5iYGAAP/zhD63KCaNQKEhOTkZFRQUaGxuxZcsWMg0hODgY8fHxDktD0Gg06OvrQ19fHzw9PZGeng5/f3/SzNnV1RVDQ0MWc+cchVarxdjYGCQSCeRyOVQqFSIjIxEbGwsPD48Vb9rj8q/QPvUzEPiXQbuBUEIi/wxj8mOI574IHnvfmscZGBhI3uSvXr1KVoM7C1QqFd7e3piZmVnXFsYFBQWQSqUYHx/H+fPnsX//fqtEi6Mtt5bDw8Nj3VI6FmLqzmguB1ar1WJ2dhaTk5Og0+mIjo6Gn58fZmZmoFarkZWV5bAmCOHh4ZDJZCtO6hZex2UyGaqqqiASiRAVFYU9e/ZsxFA32WSTfzM2VNyq1WowGIxFQk8mk8HDw2PR3+bn56FUKpdEcwYHB+Hl5bXkQmo0GtHa2orY2FizOWimPFuBQLCiO0Frayt6e3uRmppqU/4glUpFRkYGysrKcPXqVczPzyM9Pd1i2+D1Rq1Wo6enBwMDA/D19UV2dvaSqAmFQkFkZCQ6OjrWtVmCtfvVaDQYGxuDWCzG5OQkPD09IRAIEBYWhmvXriE8PNyq4h65tnOJsF00JujQPvUzuDMjwWYu7XxnK0VFRejt7cX58+edTtwC1wvzZDLZmn2Zl4NKpWLHjh04cuQIJiYmUFNTQ7YoXg5PT0+Mjo6u27jWApvNhlwuX/N+CIKATqdbJFoXilidTgcmk0lGX9lsNng8Hvl/vV6Pjz76CARBQCgUktdLkUjkMGELXJ+YeHl5YXBw0Ky4VSqVmJmZQUBAAOh0OjQaDQ4ePIhz587B398fs7OzePDBB/Hwww87dFVrk002+fqx4eL2xnxbc7N+iUQCPz+/Ja1w+/r6zArO/v5+UCgUs7ZgwPUCJoPBsGyeLXBdVJ85cwYcDgfbttnebUSn04FGo2FmZgZZWVkOEbZKpRLd3d0YGhqCv78/8vPzl42qCAQCtLW1YWxsbM3jlUqlEIvF0Gq1YDAYiI+PJ6N3lkSuWq2GRCKBWCzG9PQ0vL29wefzkZycvOiG5+7ujvHxcaus04bn/mpR2JogoMPw3F8Rx/2Vja9yKTt27MB7772Hixcvrnlf64G3t7fNPeNXg4eHBwoLC3H27Fk0NTVBKBSu+Hl5enpCLpc75fI0m82GUqmEwWBYceWFIAgyAnujiDUJWBcXl0UCNiAggPz/cpM2JpMJPp8PsVhMTrzd3d2hUCgc2r4WAEJCQjA4OGi2MOyjjz6CQqHAD37wA3h6euLVV19FZWUlXn/9dRQVFeHTTz/FBx98gMTEROzbt/ZVlE022WQTEw4XtzKZbEmRlUQiWSJUTcuDNwowjUaDzs5OZGVlmb05SiQSDA4OorCwcNkblFwux6lTp8gCJVu7hQ0PD6O5uRmhoaFgMBhoa2sDl8vdMBuh+fl5dHd3Y3R0FHw+H4WFhRZtzhZCpVIRFhaGvr6+NYnb8fFxXLlyBVqtljTnr6mpQXJyMrZs2bLoBqxSqUjLrpmZGfj4+EAgECAtLc2icwKfz8fY2JhV4nZCYV0HlQnFV3YRt6aWha2trZidnbWY8+0ovL29MTc3tyECMiwsDPHx8Whvbyfzb5drpOLm5gYqlQq5XG7V+bqRsFgssmDL09MTBEFAo9FYTCHQ6/VwcXEhc149PT3B5/PBZrPh5ua2pmtBREQExGIx+vr6kJqaCjc3N+j1emi1Woc6TZjErTnKysrAYrHIdJimpibs3r0bd955JwDg4YcfRkVFBc6dO7cpbjfZZBO7YpO4vXz5Ml566SXU1dVBIpHg6NGji0y5V8JcMZlMJlsUjVWpVJidnUVAQMCi5/b29iI8PHzJzbmjowNcLneJqwJwvaCroaEBqampy3rKyuVylJeXA7guooKCgqzuyKXX69HS0gKJRIItW7YgICAABEFgcnISra2t6947fXZ2FiKRiBR+27dvt9k/NyQkBF1dXZifn191XmZ5eTkCAwORmZkJgiCgVCrR39+P5uZmdHd3IysrC0ajEWKxGDKZjGyxm5GRYZXxekBAACoqKlYUaAajCgZCadWYDYQSBqMaNOrqjN9NCIVC/PjHPyZ7djsb7u7uoFKpmJub25C2hzk5ORgbG8PMzAwuXryIvXv3WowuUigUsNlszM/PO4W4NRW9mgQrnU5HQ0MD2Z3LYDCAxWKRAtbb2xtCoZCMwK6XP3RYWBiuXr2Kqakp8nvKZDKhUCgcLm6HhobMPhYeHo7Gxkbys+fz+aRrgglfX1/MzMys9zA32WSTfzNsCuMoFAqkpKTgzTffXNXBbhS3CoUCRqNx0U1NIpHA19d30QVbKpVidnZ2Sc6gTCbDyMgI6f+4EIPBgNraWgQGBi5rv6VQKFBeXg6hUAg6nb5sesONzM3N4fLly5DL5di+fTspyCkUCtLT00m7qvXA1L3rypUrcHFxQXFxMdLS0lbVGMIUrb7xxmMtcrkcBoMBISEhoNFooNPp8PT0REREBOLi4jA6Oor33nsPAwMDCA4Oxu7du5Gfn4/w8HCrOwp5e3uTKR/LQaO6gkaxHClctC3Fbc3C1sRLL72EzMzMdWlTvFYoFMqGFm7R6XTs3LkTdDodo6OjaGpqWnZ7T09PzM/Pb8jYgOsCVqVSkYWjbW1tqK6uxsWLF/HVV1/hzJkzqK+vx8jICGg0GphMJmJjY7Ft2zbccsst5PmbmpqKqKgoCAQCeHl5rWvjExaLRdYgiMViANej3iqVat2OaQ3LRW6LiorQ09ODDz/8EABw2223YXR0FJ9//jm6urrwu9/9DidPnsQPfvCDjRzyiqi0y6c03YwUFRXhkUcesXr7999/f0MmwjcrBqNjv3frwdftHLHparxnz541Vbeq1epF4ksmk8HT03NRJE4ikSxZHu/r60NwcPCiqBhBEGhpaUF4eLjZYoS2tjYAWLYoTKlUory8HAKBAJGRkaisrAQABAUFrfhahoaG0NzcjPDwcMTGxi6JJrq6uiIxMRFNTU3gcDh2iegRBIGpqSmIRCJIpVKEhYUhNTV11S0nFxIaGopr166tytnB1dUVVCoVvb29cHd3J3No5XI5/Pz8sGvXLtTU1IDH41k9cbgRCoUCf39/jI+Pr9hty999LyTyz1bcp7+7/ZZCXV1dwWKxIJVKza4iOBqT5dZG4e3tjfz8fFy6dAk1NTUIDg626BfLZrPtLrxNAtZc+oBpUu3m5kZGXH19fREUFESmEJi+A+3t7dBqtQ4rDF2IUCjE+Pg4RkdHERMTA1dXV4eL2+DgYItet/n5+fjhD3+I//zP/8Tnn3+OjIwMhIeH45vf/CZiYmLg5eWFBx98cFFjCEchEk/io8uNONXQBZVWB1cmA6VpMbh7WyqiBc73fXYmNBoNsrOz0dTURK6Ufh3ZCGvJrxsvvPACvvrqKzQ2NoLJZEImky3ZZmhoCD/+8Y9x4cIFuLq64q677sLLL7+85kDRhufcLvSnvbGYTKvVYnp6etFSvik/c/v27Yv2NTo6CqVSiVQzPe1HR0cxMjKybJ6tSdgGBAQgMTERAwMDIAgC3t7ey1bu6vV6NDc3Y3x8HFlZWcv6cwYHB2N0dBTt7e1ISUmxuN1KEASB8fFxiEQiyOVyhIeH2z1KaIqWSyQSq/JaF45NLpfDzc0Np06dQl1dHRnR4vF4pKiXy+VrFjA8Hg8ikWhFF4sgz3swJj+2bFEZBQwEed6zpvEsxGAwYHBwEGVlZfjlL3/p0A505vD09MTw8PCGHjMmJgaDg4MYGBhARUUFbrnlFrPbsdnsVTkmGI3GRQJ2oYhVKpWk1Z0phYDL5SIkJATu7u6LBOxyuLu7QyqV2jy29UAgEKC+vn5R5FaptC4FZ70QCoUWPzsWi4VHH30UwcHBOHLkCA4fPoyZmRlkZ2cjLS0NpaWl2L9//waPeCkn67vw87+dgt5gJP+m0upw9Forvqxtxwt3lWJP+tpdVb6uHDp0CAKBYMUVmpuZjbKW/Lqh1Wpxxx13IDc3F++9996Sxw0GA/bt2wc/Pz9cvXoV09PT+P73vw+CIPDGG2+s6dgbWp58Y1rCjW13x8bG4OnpuagApb+/H/7+/osivm3iMfz8q7N4oqkLW157G6kvvYmnvzqLzolJyOVyNDY2khXF5lCpVCgvL4e/vz+SkpJAoVAwMjICAMsKu7m5OVy6dAlKpRJFRUUrGs+b/G+Hh4dXdYMkCAKjo6O4dOkSGhsbwefzUVJSgtjYWLsvf1MoFAQFBVklgEyNN9ra2nD+/HlcuXIFnp6eyMrKAo/HA3D9pNXr9QCuf+4jIyNrtvvx8/PD3Nwc1Gr1stuxmbGI574ICsxHyylgIJ77ol1swBbyyCOP4De/+Q06Ozvtul97YEpLIAhiQ4+bm5sLGo0GsVhsMe2FzWaTlf83Ysp1nZiYQF9fH1paWlBVVYVz587h+PHjOH/+PJqbmzE2Ngaj0Qg/Pz8kJiZi+/btuOWWW1BSUoLc3FwkJycjIiICAQEBS6wHl8MZBKQJHo8HGo0GpVIJqVTqFJFboVCIsbExGAwGs49TKBTccccd+NOf/oSGhgZMTk6isrISb731llMIW5F4comwXYjeYMTP/3YKIvGU3Y9dVFSEgwcP4pFHHoGPjw94PB7effddKBQK3HffffDw8EBERAROnjy56HmXLl1CVlYWXFxcwOfz8eSTT5LXWuB6qt2BAwfAZrPB5/PxyiuvLDm2VqvFoUOHyHzx7OxslJWV2fwaTp48iTNnzuDll1+2+bk3C9ZaS8q1XXY/9s1+jjz//PP4r//6L4tOVWfOnEF7ezs+/PBDpKWlYefOnXjllVfwpz/9ac0rjesauTXlR1ZWVsLLywszMzMYGhqCTqeDj48PZmdnF4nbG1MSTK1iMxZEZ4+3deHQFyehX3AjVOp0+KypFcda2vH9yGDsiYmEQCAwOyaTsPXz80NycjJZ7GCKhpgTtwRBYGhoCC0tLYiIiEBMTIzVVedsNhuRkZFobm7Gtm3brLLtMRqNGBkZQXd3N/R6PaKiosh81vUkKCgInZ2dZl0tTIJWLBZDLBZDp9MhICAA8fHx5E0XALq7u9HS0oKpqSm4uLjAaLx+06BQKGsurmMymfDy8sLk5OSKqSM89j64MyP/bxnpqwXLSPv+bxnJvsKWRqMhNTUVFRUVqKqqsskjeSPw8PCAXq9fsnqyEcdNTk5GQ0MDqqqqEBQUtOQ8dnV1hcFgwPDwMHQ63aJIrElYLmwj6+/vT6YjmVJi1gt3d3colUqnsCqj0WgICAjA6OgoxGIxfH19HS68+Xw+DAYDJiYmLKZuEASxqFB14TXBkTZmAPDR5UaLwtaE3mDE36404Bd3ltj9+B988AEOHTqE6upq/P3vf8eDDz6Izz//HN/4xjfw9NNP47XXXsM999yDoaEhuLm5YXR0FHv37sW9996Lv/zlL+js7MQDDzwAFouFX/ziFwCAJ554AhcvXsTRo0cREBCAp59+mlxRM3HfffdhYGAAn3zyCQQCAY4ePYrS0lK0tLSs2JHTxPj4OB544AF8/vnnyzqi3OxstLXkjdzM58hKVFZWIjExcZFe2717NzQaDerq6pas2NvCuopbU4GFqUWpiccffxwFBQUAroshDocDX19fTExMIC4ujtxuZGQELBaLzLHsnJjEoS9PLRK2C9EZjTjcPYhbC5Z2MAOuRxDLy8vB4XCQkpJCXlhNS+YUCmWJS4NOp0NTUxOmpqaQnZ29qnzKqKgoDA0NYXh4eFmLMYPBgKGhIfT09IBCoSAqKgpBQUEbdlN1dXUFh8PB6OgoIiIiQBAEpqenSdsug8GAgIAAJCcnw8/Pb5FIMfltRkVFITIyEiKRCLOzs1CpVODxeMsW9dmCn58fpqamrMqLZjNjEMf9FeK4v7KLK8JK5ObmoqKiAhUVFbj//vvX9Vi2QqPR4O7ujvn5+Q0VtwCQmpqKjo4OTExM4OLFiwgLC1uUA2uKPnZ0dJBpQSYPWDabDVdXV4eJIBaLBQqFArVa7RQ3cFMawOjoKIRCocMjty4uLuByuaQFoTlu/OwcPUlYyKkG66JtJ+u71kXcpqSk4JlnngEAPPXUU/jtb38LLpeLBx54AADw7LPP4o9//COam5uRk5ODt956C0FBQXjzzTdBoVAQGxsLsViMn/3sZ3j22WehVCrx3nvv4S9/+QtKSq6P94MPPlgUtOnt7cXHH3+MkZERUlQ8/vjjOHXqFA4fPoxf//rXK46bIAjce++9+NGPfoSMjIxVFyPfDGy0teSN3KzniDWMjY2Rq70mfHx8wGQy11yMv67i1uSCMDw8DKPRiJqaGpSUlIDFYmFoaAhDQ0Nwd3fHyMgImpubAVyPoNJoNLi5uaG3txdRUVHkxfEvNY3QG5efZRsIAh/WN+GFvYsvRCZh6+vri9TU1EUXXFPU1s/Pb9Fy/+zsLGpqauDq6oqioqJVF27RaDTEx8ejra0NQqFwSeTKFKHu6ekBg8FAXFwcBAKBQ24CfD4f/f39kMvlkEgkIAgCfD4faWlp4HK5Fsdkej9NIjcmJmZdDOa5XC55rtjCegtb4Lq4BYDq6up1P9Zq8PDwwNzc3IrpNKvFYDAsaV5gErFyuRxdXV0YGRnBvn37wOVyIRAIyGhsY2MjBALBqgsO1wsqlQoWiwWlUukU4tZ0oxGLxXBxcYFOp7OqycR6YhLcGWbqH5wZlVZntTOCSquDWqsHi2nfW2ZycjL5O41GA4fDWbSEa7rxT0xMALg+AczNzV10Xc3Pz4dcLsfIyAikUim0Wi15LQKu11PExPxrpaq+vh4EQSxpLa/RaMDhcKwa9xtvvIG5uTk89dRTNrzamw9HWEveyM16jliLOY1gD+1g0zdVLpejp6eH/H9/fz8aGxvh6+u7bETS09MTSqUSvr6+pOBVKBTw9/cn+47X1NTAYDBgdnYW3d3d8PDwgFqtXhSu/qrNulzGr9q6FolbjUaDiooKeHt7Iy0tbcmbZhK3pmMRBEFaBEVFRSE6OnrNb7RQKERPTw/6+vrIkL5Op0NfXx/6+vrg5uaG5ORkBAQEbHiUymg0YnJykkw50Ov18PHxQUZGBjgcjsXxmDsBbxS59sa0FKtSqTY8ArkSpiWdrq4u6PX6dbWGWg0eHh5rbier1+uhVCrNduFSqVRkhNj0ExgYCHd3dxQUFOD06dOYnJwEsNTFxNRxyxlxprxbLpcLJpMJrVaL+fl5MqrsyPa1AoEAEonEYcdfLa5MBlyZDKsEriuTYXdhC2CJiw6FQln0N9M11JTKYe66aspVp1AoVuXUG41G0Gg01NXVLZkUWWsleeHCBVRVVS3xWM7IyMDdd9+NDz74wKr9ODsma0lrBK49rSUXcrOeI9YQEBCAa9euLfqbVCqFTqdbEtG1FZu+rbW1tYtyIB599FEAwPe//328//77yz7XXDFZREQEgH+Jq5ycHPj6+kKtVuPq1asAridGR0dHw8fPD6oFCdHLodTpoNbpwWJc72deXl4OT09PpKenmxVcpgszn8+HTqdDY2MjZmZmkJOTs6LtlLVQKBTEx8ejtrYWAoEAg4OD6O/vh5eXF7Zs2QI/P78NFbWmPDmTFy+DwQCfz0dOTg46Ozvh5eW14mtfbrzd3d2YnZ1FamqqXRsbMBgMeHl5YXp62iZXh40gLCyMFEIikQjx8fGOHtIi2Gy2RcP9hej1eotduNRqNWg0GulA4O7uDh8fHzKFwMXFxeJ5kZeXh2PHjqGrqwtJSUmLrMHc3d2d1szfGQq3TFCpVPD5fAwODkIikYDFYjlc3PJ4PIyPjzvs+GuhNC0GR6+1rrids7glxMfH48iRI4sETEVFBTw8PCAUCslGMlVVVWTASSqVQiQSkZ0U09LSyOv/am3Y/ud//ge/+tW/luDFYjF2796Nv//978jOzl7jq3QuHGEtuRac5RyxhtzcXLzwwguL6q3OnDkDFxcXbNmyZU37tkncFhUVrbraeqG4NRqNi7olTU1NgUajkbZgWq0WKpUKO3fuxMTEBDo7O2FsbweTSoHWuPLx3RgMUthWVFQsK2wVCgUZAXFxcUFZWRnYbDaKiors3vmHzWaDRqPh/Pnz8PPzQ05Ojt1D/Muh1+sXCVpT84bc3Fz4+Pgs6iQkkUjIycdCZDIZBgcH0d3djYCAALPd3wwGA6ampjAyMoKEhAS7d+3icDiYmZlxOnFLpVIRFxeHuro6tLS0OKW4NUVubyzcWihiNRoN6HQ6KVhNPrCm35cTsMvB4/EQHh6Ovr4+1NfXY+fOneRjbm5upGOJs+EMzRIWIhQKMTg4iNHRUbDZ7BXdQ9Ybf39/ckn0ZuPuban4srZ92aIyOo2Ku7aub6dJa3nooYfw+uuv4+DBg3j44YfR1dWF5557Do8++iioVCrYbDbuv/9+PPHEE+BwOODxePj5z3++KJ0sOjoad999Nw4cOIBXXnkFaWlpmJqawoULF5CUlIS9e/euOI4bV2pN94CIiAinuy6vFUdYS64FZzlHgOsetiYjAYPBgMbGRgBAZGQk2Gw2du3ahfj4eNxzzz146aWXMDMzg8cffxwPPPDAmjtWbti66UJxOzs7Sy5fAtcjpwuX4/v6+hAYGAhXV1eEhITA398f586dQ5qXB65JV7aH2JcQA61Wi8rKSrDZbKSnp1vMFZ2cnARBENBqtaiurkZ0dPSiPF97oFAo0NPTg6GhIXh5ecFgMCAzM3NDlq11Oh3Gx8chFosxMTEBFosFgUCAgoICeHl5mX2dAQEBaG1thVarXWI5VlZWBgaDAaFQiOHhYYjFYuzdu3eRwKXRaNiyZQsiIyPXJU/Rx8cHvb29dt+vPfjtb3+Luro67N6929FDgU6nWxR1nZ+fh0ajwcmTJ6HVasFgMMjoK5vNBofDIQUsk8lcl5WE9PR09PX1YWBgYFEeq7MJyIWwWKwN6+5mDab0qfHxcXA4HIeLWx6P57Tfx5WIFvjhhbtKLdqB0WlUvHBXKaIF9lnBWytCoRAnTpzAE088gZSUFPj6+uL+++8nC46A690S5XI59u/fDw8PDzz22GNLzt/Dhw/jV7/6FR577DGMjo6Cw+EgNzfXatHy74TJWtKSHdh6WUuuFmc6R5599tlFKSomx6SLFy+iqKgINBoNX331FR566CHk5+cvauKwVijEOhpfzs3Nkf6a7e3t4PF4CAsLQ39/PyQSCfLy8kAQBE6fPo309HT4+/tDq9XizJkz2Lp1K7y8vAAAzc3NUCgUcBMG4bsffQbDMkNmUKn4+z3fwVR3F9zc3JCRkbFsYVZ5eTmOHz8ODoeD++67z66R1Pn5eYhEIojFYggEAkRFRcHDwwOXLl1CSEgIwsLC7HashWi1WoyNjUEikWBiYgLu7u4QCAQQCATw8PCwSrRcuHABMTExi1wOmpqa0N3djdtuuw0MBgMGgwHHjh1DXFzcIpeL9cq3NaFUKnHu3Dns27fP6ZolANe9H7Ozsy125LInWq3WYgqBaXKyMAe2p6eHzO12VKvgL774AmNjY9iyZQu59KTRaHDq1Cns27fP6XKVJRIJOjs712RLY0+MRiP+93//F0ajEQkJCfD29nao9dyHH36Id955B1euXHHI8dVqNfr7+xEWFrbqol+ReAp/u9KAk/X/6lC2Jz0Gd21Ncxphu4ljkWu7NsxachPLWPt939DIrWmZf2HzBqlUCqPRSOZ3DgwMwMfHhxS2c3NzGBwcRFFRETw8PPDS/j049OVJ6M2kJzCoVPx6705M94jg6uq6orCdmZnBxYsXQRAESkpK7CZsZ2dnIRKJMDY2hqCgIGzfvn1RZDMiIgJdXV0IDQ21mwjUaDQYGxuDWCzG5OQkPD09IRAIEB8fv8hj0lpMeXQmcUsQBAYHB5GYmAgGg0EmnIeEhKCzs3ORuO3t7YVQKFy3gi9XV1cwGAzMzs5uiIC0FU9PT8zPz9tlbKZVBUspBDqdDi4uLosisDwej/z/jQJ2fHwcNBrNYcIWuF5MNjY2ho6ODqSlpYFKpYLJZJINCta6HGVvTHmtzgKVSoWvry+mpqagVquh1WodOh4ej3fTpiWYiBZw8Ys7S/CLO0vWxRVhk5ufjbaW3GRtbKi4NYkdmUxG2k5IJBLweDxQqVQYjUb09/eTrWoJgkBLSwvCwsJIgbYvPhq6yXEc7x1A9aQUGqMRrgw6bkmIxV2piZju6QbTxWVZYUsQBHp7e9HZ2QkXFxf4+fnZxYd1ZmYGIpEIU1NTCA4Oxs6dO80KPKFQiLa2NkxMTKypIlCtVkMikUAsFmN6ehre3t7g8/lITk5ec4GJv78/aQdCoVDISniTGDe9t2FhYejo6CAnLB0dHaipqcGBAwfWdPzloFAo8Pb2hkwmczpxazAYcOLECYyMjODtt9+2SuAvFLDmXAjMCViTD6y7u7tNOc3O4EqwsPCuv78fERERoFAoZOGWM4pbrVbrcMuthZjErUKhcGgxGXDdQvFmF7cL2RS2m6zEprB1fjbkW2w0GqHRaMBisaDX6zE3NwcfHx8QBAGJREIW3oyOjoJGo5GCTyKRYH5+HllZWeS+hoaG4KpW4g93f+d6xV9NDVRyOTIyMtDc3AwGg4HMzEyLNyGtVov6+nrMz88jLy8PiYmJmJqaIovZbIUgCExNTUEkEkEmkyE0NBSpqanLhsupVCpCQ0PR399vs7hVqVRkU4WZmRn4+PhAIBAgLS3Nrvmtvr6+0Gq1kMvl8PDwgJubG3bu3LmohZ9pOzabjampKXh7e6O+vn5D/C5N4tbZoFKpeOONNzA/P48nnngCiYmJAK6fJxqNxqKA1ev1YLFYpGA1Rd5N/7fXUr0z2FotLLxra2sjCxedLUJqwvRd1mg0TuF1C4BcZTIVADp6LDKZzKnE/yabbPLvzYaIW9PF18XFBTKZDC4uLmCxWJifn4darYa/vz8IgkBfXx/Cw8NBoVBgMBjQ1taGuLg4MjI1OzuLlpYWZGdnkzecvOxstLS04PLly/D29kZWVpbFC+z09DRqa2vh4+ODoqIiMBgM+Pr6rso4niAIjI+PQyQSQS6XIyIiApmZmVYv94aEhEAkElnl16pUKkkPWplMBg6HA4FAgC1btqzb0j+NRiOjQ6aouYuLyyIHCVNUl8vlYmxsDCqVClQqdUNcAjw9PZ3OfoggCKjVaoSGhqKlpQUXLlyAUqkkBazBYACLxSKLtry9vcm+3fYUsMvh6urqFMVRcXFxaGhowNjYGKanp8HhcODq6uqU4pZCoYDJZDqluDUVCToS0+qJ6dq0ySabbOJoNkTcmvJtqVQqpFIpvL29QaFQIJFI4OfnBzqdjunpacjlctJixNSty/R/nU6HmpoaREZGLmqBa2r8YOoipFKpllhTEQSB7u5u0ns0LCxs1bmuBEFALBZDJBJBo9EgMjISISEhNttdubq6ws/PD8PDw0u6gADXG2aYIrSzs7PgcrkIDg5Gdna23S3KLMHlcjE9Pb1i4VtISAguXLgArVa7pNXyevH/t3fncVHV+//AX8NszMI6LDMjq6Igm7K4DKhoi6Zer2W3Mpc0TSuzr2aSpS22mnVNe1yvlvfeh9csl8rlVrc0szS9KgKCCyAgsiiLIA4wMMMs55zfH/zOiXFQUYFzos/z8fChM56ZeTPAzGs+5/N5f7y8vGAymUDTdI/u5MYG2I5GX9kAy77Bl5SUYMKECQgODuYCLN8jW0IYuWXrCAsLw8WLF5GXl4dRo0bB3d1dsB0T5HI57yGyPfZnrLW1lfdpJkqlEnK5nPuQQhAEwbceG7llR1rbLyarrq5G3759AbQFgbCwMEgkElgsFhQXFyMlJYXbUeP06dNQKBROW8Q5HA5kZGTAzc0NY8aMQWFhIY4fP46RI0c6nUo8deoUmpubMWLECO6xbxdN07h8+TKKiopA0zQXau8mrAQHB6OwsJBrPdbU1MTNoW1uboa/vz/Cw8N5W9nu6+t70z3D2Q8IAQEBsNvt0Ol0CA4O7pHa2HmGLS0td7Rg7mYYhoHFYrlhgKVpGkqlkgus7A59KpUKSqUSOTk5OHToEBobGxEREdGltd0tdl5rd3e06IzY2FhcvHgRFy5cQEpKCtzd3dHUdOtWf3wQWrhl52Db7XY0NjbyOiVAJBLB19dXsJtwEATxx9NjI7ds2DQajQgKCoLZbEZTUxO0Wi3MZjOuXLmCe++9FwCQn58PnU7Hne4qKyvD1atXMXr0aO4NmaIoZGRkgGEYDB8+HBKJBDExMbBarcjIyMCIESNgNBqRlZUFjUbDTUO4XRRFoaKiAsXFxXBzc0P//v0RHBzcJaOFgYGByMnJwenTp1FfXw+z2YyAgABERERAq9V2+eYHt8vHxwdWq/WWUyfkcjmefPJJ2O2d26e9K4hEInh4eMBkMt1RuKVpGhaLpcMWWmazGQzDOAVYPz8/hIWFcQH2Zt9/diS+sLDwjr++7qJQKEBRFOx2O68dE4C2fsrs97CyshLu7u6CCpDtCS3cAm2jtyaTCSaTCTabjdftqNmNVQiCIISgR0du2V2RvL29cfnyZWg0GshkMhQVFUGr1UKpVKK+vh7V1dVc0G1oaEBeXh6GDx/OBWQ22NI0DYPBwM1VFIlEGDx4MP73v//hyJEjMJlMiI2NvaOWWw6HA2VlZbhw4QLkcjliYmKg1+vverSLYRg0NDRwUw4YhkF9fT2ioqIQGBgoqB6fEokEnp6eMBqNt3zjFIvFPT5yxAajG6Fp2mnOa/sgy56aVyqVUKvVUCqVCAgI4MLsrQLszbBzuC9dunRHt+9OUqkUYrEYra2tvIdboG2no7y8PFRUVGDgwIGCC5AsmUzGe8ut62k0GlRUVMBsNsNut/Mabn18fEi4JQhCMHps5FatVqOhoQEKhQJyuRzV1dXQ6/Ww2+0oLy+HwWDgWn/1798fCoWCm2fbv39/rg8uRVE4efIkKIriRmzbY0cPGxsbERUV5TRflN2v4mYB1W634+LFiygpKYFKpcKgQYOcdk+7EwzDwGg0covC7HY7tFotoqOjQVEUioqKuqQVWXfw9vaG0WjkdkUCwAWjnpzr2hG1Wg2TycSNul4/jcBsNkMkEjmNwLJbwKpUKigUim75GtipGVeuXBHkCnJ24ZYQWm61D7eDBw+G1WoVxJSJ68lkMsHNB2bnt1osFt6Dt5eXl2CnlBAE8cfTYyO3CoWCm29rtVpx7do1JCUloaKiAmq1Gj4+PqioqIDdbkdERAQYhkFOTg7UajV3mpeiKGRmZsJut8NgMLictq+trcWpU6fg7++Pfv36ITc3F8HBwdwK55u9YVqtVpSUlKC0tBTe3t5ITk6Gv7//XS08q6+v50ZoKYqCVqtFfHw8/P39ucBjt9uRm5sriH6VHfH29kZlZaXTdSdOnEBpaSlSUlKc5kB3F4qinEZg2RDb2NgIm82G6upqp1242veAVSqVPR6U9Ho9tm/fDk9PT94/AHRESC23dDodJBIJ92GEpmk4HA7ep+RcTyaTCaLLRHts+0IhbOTg6enZa8KtxW6HQmA/f3dr9OjRGDx4MNatW9ep4//9739j8eLFgmy3SBCd0aNzbuvq6uDt7Y2amhp4eXnB3d0dpaWliIqKgsPhQEFBAeLj4yEWi1FSUgKj0cjNs6VpGllZWbBarUhJSXF686NpGoWFhSgpKUFcXBxCQkIgEolQV1eH3NxcGAwGVFVVoaysjJtrqFarufZDlZWVKC8vh0ajwfDhw+94xS9N07h69Sqqq6u5KQc6nQ4JCQnw8/PrMOiw7ciuXLnCLa4TEi8vLxQUFHCjaQzD4NKlS7Db7S5dKe4GRVE33IWLbTHWfhMDvV4PnU6HgoICjB8/XlAjfWKxGAaDAZcvXxZUXSwhzR+VSCTQ6/WoqKhAVVUVRCIRbDab4MKtVCrlPUBej/0wzM4f55Onp6fgwv/tOF9bh88yc/F9fiHMdjuUUikmREfiiSGDERXgf+s7+AMKCwtDeXm503XLli3D+++/z1NFBPGbHp1zy25yUFJSAp1Oh5qaGlAUBb1ej/z8fHh4eECn08FoNKKgoAAGgwFyuRw0TSMzMxMWiwWpqalOb3wWiwXZ2dmwWq0YNWqU06nWmJgY7Nu3D9988w23HapIJILJZEJxcTEX0oYPH37HnRRomkZdXR2qqqpQU1MDkUgEnU6HpKQkaDSaTo3cBQQEoLa2VpDh1sPDAzabjdth7urVq7BYLJBKpdDpdLd1Xw6HA2az2WX6QHNzM1pbWyEWi51GYIOCgrg5se7u7i5B0W6348yZM4JYHHU9tiuBEAkp3AJtUxMqKipw6dIlbm6r0M5iCHHOrUwm4+ZQ8z1q+nseuf0urxDLvt0HO01z15ntdnx9+hz+czYfqyc9gD/FdP8Zqt+jt956C/PmzeMud+WAB0HcjR4JtzabDSKRCGazGSqVCnV1dYiJicGZM2cQHh6OlpYWlJaWIi0tDXa7HVlZWYiMjIRGo+FGbC0Wi8uIbW1tLbKzsxEYGNjh/FupVAq1Wo1Dhw7hscceQ79+/dDYbET5xbZQO2zYMDQ1NaG5uZmbj9sZFEWhtraWC7Ts6NPQoUO5AH07/P39uRZjQjuNLZFIoFKpYDKZuFFuoG0L4Y5qdTgcHXYgaGlp4QIsu4mBSqWCj48Pd1kul9/WcyeVSiGVSmGxWAQXbo8ePYovvvgCVqsVEydO5LscJzKZDM3NzXyXwWF7WV+5cgVBQUE92nWjs6RSqcvufELA9k6+2cLKnuDl5eUyfen34HxtnUuwbc9O01j27T7099cgMsCvSx979OjRiIuLg1gsxpYtWyCTyfD2229j+vTpWLhwIb7++msEBARg/fr1GD9+PHe7w4cPIz09HadPn4avry9mzZqFd955h3v/a2lpwbPPPovdu3fDw8MDS5cudXlsm82GV199FV988QUaGhoQGxuL1atXY/To0bf1NXh4eECr1d7V80AQ3aHHluZbLBaoVCoYjUYolUrQNA2j0YghQ4YgOzsboaGh8PDwwMmTJ+Hh4YGIiAjQNI3s7Gy0tLQgNTWVCzA0TeP8+fO4ePEi4uPjuTfHjohEIij83JBJfYU9RWdAiewQu8swMDEV8doH4ScNwb59+1BRUXHTLXgdDodToJXL5dDr9TAYDPDx8bmr089eXl4QiURobGy8422AuxO7cCsgIIBbJKVUKlFZWekSYq1WKxeI2dCq0Wi4MHu7AfZWFAoFzGYzvLy8uuw+u8LPP/+M3bt3IyIiQnDhVi6XC2plu1qt5vqkNjQ0CG6EFGj7kCfE0K1Wq+Hm5sZ7uL1V5xKh+iwz94bBlmWnaXyWlYN3J9zf5Y+/ZcsWvPTSSzh58iR27tyJZ599Fnv37sVDDz2E5cuXY+3atZg5cyYqKiq419wJEyZg9uzZ+Oyzz3D+/HnMmzcP7u7uWLlyJQAgPT0dv/zyC/bs2QOtVovly5cjOzsbgwcP5h73ySefRFlZGXbs2AG9Xo89e/bggQce4BZ0d9bq1avx9ttvIzg4GI888gjS09MFN9BA/DH1SLiVy+VobGyEt7c3qqurodPpUFJSguDgYFy7dg1GoxFJSUkoKSlBY2MjRo8eDYZhcOrUKZhMJqdga7FYkJWVBbvdjrS0tFv2OC28lol8yT5Y4fdbj1yRDeeaf0F+yRE82GcxHA5Hhyva7XY7rly5gqqqKtTW1kKhUECv12PEiBFcIO0KIpGIa6UjlHBrt9u50Gq321FWVobKykr8+OOPsFgs8PLyAkVRXBstf39/LsDKZLIem2uqVCoFefo/MDAQAAS3RTAgzFPsffr0wbVr17ierUIjlUpBUZTgOjkIZeRWKDvf3a7v8zvXi/q/eYXdEm4HDRqEV199FQDwyiuv4P3334efnx93qv/111/Hxo0bcebMGQwfPhwbNmxAcHAw1q9fD5FIhKioKFRVVWHZsmV4/fXXYTab8a9//QufffYZ7r+/rd4tW7YgKCiIe8ySkhJs374dly9f5rrgLF26FPv27cPmzZvx3nvvdar2RYsWITExET4+Pjh58iReeeUVlJaW4p///GdXPkUEcUd6LNw2NDTA19cXRUVFGDJkCDIyMjBq1ChkZmZi4MCBaG5uxvnz57mpB6dOnUJTUxNSU1O57WZrampw6tQp6PV6xMbG3rAnLMMwqKurw6kLR1Ee+AssJTYUHb4C/34ekKslEEvbTqeL3Bz4+49vINH+FwzzGwagLdSxC8Jqa2uhUqmg1+sRFRUFDw+Pbntj8/X1hdFo7Jb7vhGbzXbDKQQ2mw0ymQwqlQoMw4CmaWg0GgQFBUGlUmHq1KmCmEIhpJX/7QUEBABomzojNEJcHMVu2GKxWAR5+p99rRFaJweVSgU3Nzfet+BVqVS/u3Brsdth7uRovNluR6vdAXdp175lxsfHc/8Wi8XQaDSIi4vjrmM/JLOvI+xalPbvQ6mpqWhubsbly5dhNBphs9lgMBi4//f19XXqanPq1CkwDOOy7bvVar2txdQvvPCC09fh4+ODv/zlL1i9ejXZhpngXY+FW6PRCF9fX0ilUtTX18PPzw+1tbUQi8XQ6XT49ddfMXDgQPj4+CAnJwcNDQ1csKVpGvn5+SgvL8egQYOcPoW2xzAMampqUFRUBLPZjKsh+XBnJAgbokFtkQk1hU0QiQA3iRvc3ACbmYLNQsE+shqtra04fvw46urq4OnpCb1ej+jo6C7f2vVGvL29u7zpP8MwTgH2+hBrt9u5bTzZaQSBgYFOI7BA2wvrmTNnuLCr1WoFEWyBtnArpPmjLLYv89WrV3muxJVMJhPcKXY23DY3Nws63NrtdhJuO/B7HLlVSKVQSqWdCrhKqbTLgy0Al58lkUjkdB0bYun/P3WiozMH7fu3d2btCE3TEIvFyM7OdjljeTcLwoYPHw4AuHDhAgm3BO96JNxKpVK0tLTAZDIhMDAQZWVliIuLw+nTpzFkyBDk5ubC29sb4eHhyM3NxbVr1zBixAi4u7vDbDYjKysLFEUhLS2tw18+hmFQWVmJoqIi2Gw2REREICwsDB8WbQYYwMPPHXKVBJZGO1pNdthbKYABvPQS+AQpcU3aFpz1ej3i4+N5Want5eWFlpYWOByO29qljGEYWK3WG7bRcjgcXIBVq9Xw9PSETqfjAmxn3qjZU//19fUAIKgXLrlcztUlJP7+be2DhBhupVIp7Ha7oE6xs9Nx2OkwQiMSiSAWi0FRFN+lOGHDLd/P2e8x3ALAhOhIfH363C2PmyiQbgnR0dHYtWuX0+/usWPH4OHhgT59+sDHxwdSqRQnTpzg1qIYjUYUFRUhLS0NAJCQkMAtih45cmSX1ZaTkwMAt91FhyC6Q4+EW4ZhoFarUVtbi+DgYMjlctTW1sLf3x+NjY0wmUxIS0vDmTNnUF9fj9TUVLi7u6O6uho5OTno06cPYmNjXT5l0jSNS5cuobi4GDRNo3///ggJCYFYLIadtsJO/3a6WqaQQKaQwEvrukUlDQdSRg6H1E3e7c/Fjbi7u0Mmk8FkMrnMu20fYDtqo0VRFNzd3bnA6uXlBb1ez12+2y19FQoFaJpGTU0NgN9G2YRALpcL7hQ78Fu4FWLwZn8eKIoSzHbP7FbPNTU1glrs1p4Qwy27oIzvNly/x2kJAPDEkMH4z9n8my4qk7q54YnkhB6s6sYWLFiAdevW4fnnn8fChQtRWFiIN954A0uWLIGbmxvUajXmzp2L9PR0aDQaBAYGYsWKFU5n2gYMGIDp06fjiSeewJo1a5CQkICrV6/i559/RlxcHCZMmHDLOo4fP44TJ05gzJgx8PLyQmZmJl544QX8+c9/vukCb4LoKT3yzuZwOLhOCVeuXIFWq8XFixeRkJCAnJwcpKSkoKCgAHV1dRgxYgRkMhnOnj3Lbcl5/da0FEWhvLwcFy5cgFgsxoABAxAUFOT0Cyx1k0Pq5u4UcDs6ZeOw0ZBLFbwGW6CtNpVKhaqqKq49WfsQywZYtgOBt7c3+vTpwy3o6s6QIhaLIZPJuGkTQgu3QurZymI/oLBt5oQyQgo4n2IXSrgF2p4zsVgs2F2RhBhu2ZHb1tZWXrd6ZruW/N5EBfhj9aQHbtgOTOrmhtWTHujyNmB3qk+fPvj++++Rnp6OQYMGwdfXF3PnzuUWpQHAhx9+iObmZvz5z3+Gh4cHXnzxRZcNNjZv3ox33nkHL774IiorK6HRaGAwGDoVbIG2192dO3fizTffhNVqRWhoKObNm4eXXnqpS79egrhTPbr9ro+PD4xGI+rq6hAaGopz585h4MCBuHTpEmpra5GamgqapnHkyBEAbX0A208RYFftl5SUQC6XIyYmBnq93iU4NDc3o6qqChpzBGrcfzvldP1xlJ3GxRNX0d8zEYhHt2MYBq2trU7Blf232WwGRVEwmUzw9vbm2iMFBwdzI7B8vXEBbaeyGxsb4eXldUebXXQX9hS70Pj5+eHrr7/mtn4WEjc3N4jFYsHNbWVb6gk53ArtOZPL5RCLxaBpGq2trbxtfiHEDhyd9aeYSPT31+CzrBz8N++3HcomxkTiieSEbgu2hw4dcrmurKzM5brrB2XS0tJw8uTJG96vWq3G1q1bsXXrVu669PR0p2OkUinefPNNvPnmmx3ex+zZszF79uwbPkZiYiJOnDhxw/8nCL71SLhtaWmBRCKBu7s7NBoNjEYjmpqa4OPjg5aWFly5cgUjRoyA0WhEbm4uQkJCEB0dzYU5m82Gixcv4uLFi1Cr1Rg8eDACAwOdwmpTUxOqq6tRVVWF5uZm+Pv7Y2jgJHzXch40HE7bx7a/naefEiNC/9RlXyvDMLBYLC4jr+wfmqahVCq5wOrn54fQ0FBu1NZkMiE5ObnL6ukqFEVxK8XZ7hVCIJPJQFEUr6NWHZFIJIiNjUVLS4ugRm1ZQhyF9PX1hZubm6DDrdCeM8B5mglffs/hFgAiA/zw7oT78e6E+7ulKwJBED2rW3+D2RdbiqJgs9lgtVphsVig0WjQ0NCAgIAA1NTUYPjw4SguLkZlZSUSExO5Cemtra0oKSlBaWkpfHx8MGTIEPj5+XEhtbGxEVVVVaiqqoLZbEZAQAAiIiKg1Wq5hVKShsXYW7kONNpGXEQiEeytFCyNNnhrPfDcuJcQ6z3qtr4udi/3jubAms1mMAzjEmDDwsKgUqmgVCpv2GlApVIJsi8q8Fu47anuEZ3VvkWTkMIt0Fab0Eb6WEIMaj4+PnBzc+vxlnidxY6QCo1UKgVN07z+rLHhVmhTcO4ECbYE8fvXrb/FbP9RmUwGd3d3LnzU1NSgT58+qKmpQUJCAteSZPTo0dzK/OLiYlRUVMDPzw8pKSnw9fUFwzBoaGjgRmhbW1sRGBiIqKgoBAYGuswfrK+vh7VMhTTxAhS0HMEFSxbEShr1JWao6kMwPWE5+ij7dfiCTNM0zGZzhy202LllSqWSmwMbEBDAhdmbBdibUSgUgtyQAGgbPXc4HILbO1wsFsPNzY1rayYk77//PiorK/Hpp58iODiY73KcCDHcKhQKuLm5CXIONdA2nUOI4VYikYBhGN7DLSC8PsAEQfwxdWu4Zd+k2JFOoO1N1c/PD3V1dejXrx8yMzMRGhqK6OhomM1m5OTk4PLly9BqtRg5ciQ8PT1hNBpx7tw5VFVVwW63Q6vVIjo6GgEBATddEFNWVoacnBzodDr4WQfBD4OAZhrHz2RgwIABKM66hNyW89Dr9fDz83MZgRWJRNwIrFqthlar5QIs+0bcldjFUUIc/WBP/QtxDqkQgxoA7NixA83NzSgvLyfhthPYgMQwjOD6yQKd7yPa06RSqWDCrc1mE9z3jSCIP57bDrcbNmzAhx9+iOrqasTExGDdunU37JXHjtw6HA4olUpu1X1DQwM0Gg2KioqQlJQEpVKJU6dOobq6Gn369EFaWhrsdjsqKipQVVUFiqKg1WoRHx8Pf3//Tp9+1ul0yM/Ph0QiQXh4OGpra9HS0gKZTIbS0lJcvXoVFouFG4lVqVTQ6XTciKxCoejRkCmXy7k3KaG9QdA0DZqm4e7uzncpLiQSieCCmslk4n6uhNjaSohBTSKRQCwWc5uPCO13wM3NTXA/Z8Bv4ZbP2tjvlc1m421Rm9B+ngmC6Hqd/T2/raHHnTt3YvHixVixYgVycnIwcuRIjB8/HhUVFR0ez7YfsdvtoCiKW9ErlUphtVqRmJiI8vJyHD58GBKJBIMHD4ZYLMaxY8dw8uRJUBSFhIQEPPDAA0hMTIRWq+0w2FIUxS0ou3DhAnJzc/G///0P586dg5ubGzIyMnD06FEolUpu7qvRaMSCBQvw5ptvYvr06Rg2bBhiY2MRFhaGgIAAKJXKHh89lUgksNvt2LJli+AWZ1gsFpw5c0YwO5O1R1EUtm/fLqjnbNu2bdwp7P379/NcjSuKovDVV18J6jkD2gJkfn4+75sSdISiKOzevVtwzxkAnD9/ntdWXOzrAh8Bs/3CY4Igejf2de5Wgx+3NXL70UcfYe7cuXjqqacAAOvWrcP+/fuxceNGrFq1yuV4dmEI26qJfbP38fGB1WpFZmYmAgMDodPpUF1djZqaGuh0OiQlJUGj0TgFKYfD0WH3gebmZrS2tkIsFjttI+vj48NdtlgsyMnJgclkwtChQ/Htt9/ik08+werVqwV1+p8dTZs3bx4effRR7lSfEJjNZvz3v//FypUr+S7FhcPhwMKFCzFz5kzBPGebNm3i/v3DDz/wWEnH7HY7Fi9ejCeffFIwzxnQ9jtw4MABNDc3IzAwkO9ynNhsNqSnp2P+/PmCes5omsbBgwcFEW75mJMskUigVCpRV1cHqVQqyA/gBEHcHYZhYDabUVtbC29v71uewe90uLXZbMjOzsbLL7/sdP3YsWNx7NixDm9jMpmcCgPaFo1UVVVxO+sYjUbo9XoMHToUnp6eMJvNaG5uxoULF5xCbGtrKyQSCRdYVSoVfHx8uAVdcrn8hkFVoVBg6NChyMnJwdGjRwU5KsQS2or/6wmxPj4/oGzatAnPP//8TUeNSktLXWqUyWT429/+hvnz53d3iR0S0oe69trP3SQ6h/2d5HNaAp/hViQSQafTobS0FOXl5T3++ARB9Bxvb29otdpbHtfpcHv16lVQFOUymhIYGMhty3q99uGWXWnMznllN3WgaRoNDQ2orKyE1WqFRCLhAqtKpYJGo+Euy2SyO35T9vDwgMFgQGZmpqB22LqeEMMj8NublhBHRfgMavPnz0dcXBwefvhhVFdXd+o2Op0Ou3btgsFg6Obqbkyo4bb93E2hEepz1r4dHl/Y1y2+uknIZDL0799fkD83BEF0DalU2umMdNsLyq5/gb/Zyn72he7atWsQiUQQiUTcJgbs32q1GhqNhtuJ60YB1mq1dkmLoNjYWG6aBN/7sXeEPbUotNrYusxms+BqYztx8FVXTEwMDh06hBkzZiAzM/Omxw4ZMgSff/45tFotr89jS0sLAOH9nLEBjd3oRUiE+rvJBrqGhgbeamNf6xsbG1022Okpbm5uglzwShBEzxMxnVwBYLPZoFQq8dVXX+Ghhx7irl+0aBFyc3Nx+PBhl9ts3rwZc+bM6bpqCYIgCEFrbGyEp6cn32UQBPEH1ulwCwDDhg1DUlISNmzYwF0XHR2NyZMnd7igjKZplJWVQSqVOn2Sl8vlgmu4TxBdoaCgAMOHD+/w/zIyMhAVFdXDFRFEz/Lw8BDsFA6CIP4YbmtawpIlSzBz5kwkJyfDYDBg06ZNqKiowDPPPNPh8W5ubujbt2+XFEoQvwc364zwww8/YOjQoT1YDUEQBEH88dzWyC3QtonDBx98gOrqasTGxmLt2rUYNWpUd9VHEL8rMTExyM/P57ohAOC6KURHRyMvL4/nCgmCIAiid7vtcEsQRMfy8vIQGxvr0g3h+PHjXDeFvLw8REdH81wpQRAEQfReJNwSBEEQBEEQvYbwmpYSBEEQBEEQxB3qtnC7YcMGhIeHw93dHUlJSThy5Eh3PVSn/frrr5g0aRL0ej1EIhH27t3Ld0mcVatWYciQIfDw8EBAQAAefPBBFBYW8l0WNm7ciPj4eHh6esLT0xMGg0GQ28muWrUKIpEIixcv5rsUAMDKlSu53s7sn87sqtITKisrMWPGDGg0GiiVSgwePBjZ2dl8l4WwsDCX50wkEuG5557jtS6Hw4FXX30V4eHhUCgU6Nu3L9566y3eNixoz2QyYfHixQgNDYVCoUBKSsotey0TBEH0dt0Sbnfu3InFixdjxYoVyMnJwciRIzF+/HhUVFR0x8N1WktLCwYNGoT169fzWkdHDh8+jOeeew4nTpzAgQMH4HA4MHbsWK7ZPl+CgoLw/vvvIysrC1lZWbjnnnswefJkQS2MyszMxKZNmxAfH893KU5iYmJQXV3N/Tl79izfJcFoNCI1NRVSqRQ//PAD8vPzsWbNGnh7e/NdGjIzM52erwMHDgAAHnnkEV7rWr16NT755BOsX78eBQUF+OCDD/Dhhx9yCwb59NRTT+HAgQPYunUrzp49i7Fjx+K+++5DZWUl36URBEHwh+kGQ4cOZZ555hmn66KiopiXX365Ox7ujgBg9uzZw3cZN1RbW8sAYA4fPsx3KS58fHyYf/7zn3yXwTAMw5hMJqZ///7MgQMHmLS0NGbRokV8l8QwDMO88cYbzKBBg/guw8WyZcuYESNG8F1GpyxatIjp168fQ9M0r3VMnDiRmTNnjtN1U6ZMYWbMmMFTRW3MZjMjFouZ7777zun6QYMGMStWrOCpKoIgCP51+citzWZDdnY2xo4d63T92LFjcezYsa5+uF6rsbERAODr68tzJb+hKAo7duxAS0sL1wmAb8899xwmTpyI++67j+9SXBQXF0Ov1yM8PBxTp07FxYsX+S4J33zzDZKTk/HII48gICAACQkJ+Mc//sF3WS5sNhs+//xzzJkzh/cNAUaMGIGDBw+iqKgIAHD69GkcPXoUEyZM4LUuh8MBiqJctpxVKBQ4evQoT1URBEHw77Y2ceiMq1evgqIoBAYGOl0fGBiImpqarn64XolhGCxZsgQjRoxAbGws3+Xg7NmzMBgMaG1thVqtxp49ewTRzmrHjh04deqUIOcYDhs2DJ999hkGDBiAK1eu4J133kFKSgry8vKg0Wh4q+vixYvYuHEjlixZguXLl+PkyZP4v//7P8jlcjzxxBO81XW9vXv3oqGhAbNnz+a7FCxbtgyNjY2IioqCWCwGRVF499138fjjj/Nal4eHBwwGA95++20MHDgQgYGB2L59OzIyMtC/f39eayMIguBTl4db1vWjLQzD8D4C83uxcOFCnDlzRjCjL5GRkcjNzUVDQwN27dqFWbNm4fDhw7wG3EuXLmHRokX48ccfXUauhGD8+PHcv+Pi4mAwGNCvXz9s2bIFS5Ys4a0umqaRnJyM9957DwCQkJCAvLw8bNy4UVDh9l//+hfGjx8PvV7PdynYuXMnPv/8c2zbtg0xMTHIzc3F4sWLodfrMWvWLF5r27p1K+bMmYM+ffpALBYjMTER06ZNw6lTp3itiyAIgk9dHm79/PwgFotdRmlra2tdRnMJV88//zy++eYb/PrrrwgKCuK7HACATCZDREQEACA5ORmZmZn4+OOP8emnn/JWU3Z2Nmpra5GUlMRdR1EUfv31V6xfvx5WqxVisZi3+q6nUqkQFxeH4uJiXuvQ6XQuH0oGDhyIXbt28VSRq/Lycvz000/YvXs336UAANLT0/Hyyy9j6tSpANo+rJSXl2PVqlW8h9t+/frh8OHDaGlpQVNTE3Q6HR577DGEh4fzWhdBEASfunzOrUwmQ1JSErfSmXXgwAGkpKR09cP1GgzDYOHChdi9ezd+/vlnQb85MQwDq9XKaw333nsvzp49i9zcXO5PcnIypk+fjtzcXEEFWwCwWq0oKCiATqfjtY7U1FSXFnNFRUUIDQ3lqSJXmzdvRkBAACZOnMh3KQAAs9kMNzfnl0qxWCyIVmAslUoFnU4Ho9GI/fv3Y/LkyXyXRBAEwZtumZawZMkSzJw5E8nJyTAYDNi0aRMqKirwzDPPdMfDdVpzczMuXLjAXS4tLUVubi58fX0REhLCY2VtC6O2bduG//znP/Dw8OBGvr28vKBQKHira/ny5Rg/fjyCg4NhMpmwY8cOHDp0CPv27eOtJqBtvuH185FVKhU0Go0g5ikvXboUkyZNQkhICGpra/HOO++gqamJ95G+F154ASkpKXjvvffw6KOP4uTJk9i0aRM2bdrEa10smqaxefNmzJo1CxJJt82aui2TJk3Cu+++i5CQEMTExCAnJwcfffQR5syZw3dp2L9/PxiGQWRkJC5cuID09HRERkbiySef5Ls0giAI/nRXG4a///3vTGhoKCOTyZjExERBtLT65ZdfGAAuf2bNmsV3aR3WBYDZvHkzr3XNmTOH+z76+/sz9957L/Pjjz/yWtONCKkV2GOPPcbodDpGKpUyer2emTJlCpOXl8d3WQzDMMy3337LxMbGMnK5nImKimI2bdrEd0mc/fv3MwCYwsJCvkvhNDU1MYsWLWJCQkIYd3d3pm/fvsyKFSsYq9XKd2nMzp07mb59+zIymYzRarXMc889xzQ0NPBdFkEQBK9EDMMw/MRqgiAIgiAIguha3bb9LkEQBEEQBEH0NBJuCYIgCIIgiF6DhFuCIAiCIAii1yDhliAIgiAIgug1SLglCIIgCIIgeg0SbgmCIAiCIIheg4RbgiAIgiAIotcg4ZYgCIIgCILoNUi4JXq1srIyiEQi5ObmCua+w8LCsG7dui6r49ChQxCJRGhoaBDE/RAEQRAEn0i4JbpUbW0tnn76aYSEhEAul0Or1WLcuHE4fvw4d4xIJMLevXv5K7KXSUlJQXV1Nby8vDp9m9GjR2Px4sV3fT8EQRAEITQSvgsgepeHH34YdrsdW7ZsQd++fXHlyhUcPHgQ165d47u0O2az2SCTyfgu44ZkMhm0Wq1g7ocgCIIg+ERGboku09DQgKNHj2L16tUYM2YMQkNDMXToULzyyiuYOHEigLZT8gDw0EMPQSQScZdLSkowefJkBAYGQq1WY8iQIfjpp5+c7j8sLAzvvfce5syZAw8PD4SEhGDTpk1Ox5w8eRIJCQlwd3dHcnIycnJynP6foijMnTsX4eHhUCgUiIyMxMcff+x0zOzZs/Hggw9i1apV0Ov1GDBgQKfuuyO1tbWYNGkSFAoFwsPD8cUXX7gc09jYiPnz5yMgIACenp645557cPr0aQBAYWEhRCIRzp8/73Sbjz76CGFhYWAYxmU6QX19PR5//HEEBQVBqVQiLi4O27dvd/r6Dh8+jI8//hgikQgikQhlZWUdTkvYtWsXYmJiIJfLERYWhjVr1tz294QgCIIgehIJt0SXUavVUKvV2Lt3L6xWa4fHZGZmAgA2b96M6upq7nJzczMmTJiAn376CTk5ORg3bhwmTZqEiooKp9uvWbOGC5YLFizAs88+ywW/lpYW/OlPf0JkZCSys7OxcuVKLF261On2NE0jKCgIX375JfLz8/H6669j+fLl+PLLL52OO3jwIAoKCnDgwAF89913nbrvjsyePRtlZWX4+eef8fXXX2PDhg2ora3l/p9hGEycOBE1NTX4/vvvkZ2djcTERNx77724du0aIiMjkZSU5BKKt23bhmnTpkEkErk8ZmtrK5KSkvDdd9/h3LlzmD9/PmbOnImMjAwAwMcffwyDwYB58+ahuroa1dXVCA4Odrmf7OxsPProo5g6dSrOnj2LlStX4rXXXsO///3vTn9PCIIgCKLHMQTRhb7++mvGx8eHcXd3Z1JSUphXXnmFOX36tNMxAJg9e/bc8r6io6OZv/3tb9zl0NBQZsaMGdxlmqaZgIAAZuPGjQzDMMynn37K+Pr6Mi0tLdwxGzduZAAwOTk5N3ycBQsWMA8//DB3edasWUxgYCBjtVq56+7kvgsLCxkAzIkTJ7jrCgoKGADM2rVrGYZhmIMHDzKenp5Ma2ur02379evHfPrppwzDMMxHH33E9O3b1+V+8/LyGIZhmF9++YUBwBiNxht+jRMmTGBefPFF7nJaWhqzaNEip2Ouv59p06Yx999/v9Mx6enpTHR0NHf5Vt8TgiAIguhpZOSW6FIPP/wwqqqq8M0332DcuHE4dOgQEhMTXUb7rtfS0oKXXnoJ0dHR8Pb2hlqtxvnz511GbuPj47l/i0QiaLVabiS0oKAAgwYNglKp5I4xGAwuj/XJJ58gOTkZ/v7+UKvV+Mc//uHyOHFxcU7zbDt73+0VFBRAIpEgOTmZuy4qKgre3t7c5ezsbDQ3N0Oj0XAj32q1GqWlpSgpKQEATJ06FeXl5Thx4gQA4IsvvsDgwYMRHR3d4eNSFIV3330X8fHx3P3++OOPLl/jrRQUFCA1NdXputTUVBQXF4OiKO66m31PCIIgCKKnkQVlRJdzd3fH/fffj/vvvx+vv/46nnrqKbzxxhuYPXv2DW+Tnp6O/fv3469//SsiIiKgUCjwl7/8BTabzek4qVTqdFkkEoGmaQBtp/hv5csvv8QLL7yANWvWwGAwwMPDAx9++CF3yp6lUqmcLnfmvq/H3qajqQMsmqah0+lw6NAhl/9jQ7BOp8OYMWOwbds2DB8+HNu3b8fTTz99w/tcs2YN1q5di3Xr1iEuLg4qlQqLFy92eS47U//1tXf0PNzse0IQBEEQPY2EW6LbRUdHO7X+kkqlTiN/AHDkyBHMnj0bDz30EIC2ObhlZWW3/Thbt26FxWKBQqEAAG60s/3jpKSkYMGCBdx17Ajp3d739QYOHAiHw4GsrCwMHToUQNsCsfYLthITE1FTUwOJRMItruvI9OnTsWzZMjz++OMoKSnB1KlTb3jskSNHMHnyZMyYMQNAW4AuLi7GwIEDuWNkMpnL96Cjr/no0aNO1x07dgwDBgyAWCy+6W0JgiAIgi9kWgLRZerr63HPPffg888/x5kzZ1BaWoqvvvoKH3zwASZPnswdFxYWhoMHD6KmpgZGoxEAEBERgd27dyM3NxenT5/GtGnTbnv0b9q0aXBzc8PcuXORn5+P77//Hn/961+djomIiEBWVhb279+PoqIivPbaa9yitru97+tFRkbigQcewLx585CRkYHs7Gw89dRTXDgGgPvuuw8GgwEPPvgg9u/fj7KyMhw7dgyvvvoqsrKyuOOmTJmCpqYmPPvssxgzZgz69Olzw8eNiIjAgQMHcOzYMRQUFODpp59GTU2N0zFhYWHIyMhAWVkZrl692uFz/eKLL+LgwYN4++23UVRUhC1btmD9+vWdWkhHEARBEHwh4ZboMmq1GsOGDcPatWsxatQoxMbG4rXXXsO8efOwfv167rg1a9bgwIEDCA4ORkJCAgBg7dq18PHxQUpKCiZNmoRx48YhMTHxth//22+/RX5+PhISErBixQqsXr3a6ZhnnnkGU6ZMwWOPPYZhw4ahvr7eaRT3bu67I5s3b0ZwcDDS0tIwZcoUruUXSyQS4fvvv8eoUaMwZ84cDBgwAFOnTkVZWRkCAwO54zw9PTFp0iScPn0a06dPv+ljvvbaa0hMTMS4ceMwevRoaLVaPPjgg07HLF26FGKxGNHR0fD39+9wPm5iYiK+/PJL7NixA7GxsXj99dfx1ltv3XR6CUEQBEHwTcTcyWRCgiAIgiAIghAgMnJLEARBEARB9Bok3BIEQRAEQRC9Bgm3BEEQBEEQRK9Bwi1BEARBEATRa5BwSxAEQRAEQfQaJNwSBEEQBEEQvQYJtwRBEARBEESvQcItQRAEQRAE0WuQcEsQBEEQBEH0GiTcEgRBEARBEL0GCbcEQRAEQRBEr0HCLUEQBEEQBNFr/D8UH8vfwJHkBAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "\n", "fig, ax = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " labels=models, \n", " ref_label='Reference'\n", " )\n", "\n", "ax.legend(bbox_to_anchor=(1.05, 0), loc='lower left', ncol=2)\n", "fig.suptitle('Example Taylor Diagram', fontsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2 Normalize standard deviation \n", "
Back to the Tabel of Contents
\n", "\n", "Normalize standard deviation (radial axis) by that of the reference dataset\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Example Taylor Diagram')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "\n", "fig, ax = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " normalize=True, \n", " labels=models, \n", " ref_label='Reference'\n", " )\n", "\n", "ax.legend(bbox_to_anchor=(1.05, 0), loc='lower left', ncol=2)\n", "fig.suptitle('Example Taylor Diagram', fontsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.3 Some customizations \n", "
Back to the Tabel of Contents
\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Example Taylor Diagram')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "\n", "fig, ax = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " normalize=True, \n", " labels=models, \n", " smax=3, # Adjust radial axis range\n", " cmap='rainbow', # matplotlib colormap\n", " closed_marker=False, # Change markers to be opened shape\n", " title='Test title', # Add subplot title\n", " ref_label='Ref Data A', # Alter reference data label\n", " grid=False, # Turn off grid lines\n", " )\n", "\n", "ax.legend(bbox_to_anchor=(1.05, 0), loc='lower left', ncol=2)\n", "fig.suptitle('Example Taylor Diagram', fontsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.4 Group models and label by the group \n", "
Back to the Tabel of Contents
\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Example Taylor Diagram')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "\n", "colors1 = ['red'] * int(len(models)/2) # For the first half models\n", "colors2 = ['blue'] * int(len(models)/2) # For the second half models\n", "\n", "markers1 = ['o'] * int(len(models)/2)\n", "markers2 = ['s'] * int(len(models)/2)\n", "\n", "markersizes1 = [5] * int(len(models)/2)\n", "markersizes2 = [10] * int(len(models)/2)\n", "\n", "labels1 = ['Group1 models'] + [None] * int(len(models)/2 - 1)\n", "labels2 = ['Group2 models'] + [None] * int(len(models)/2 - 1)\n", "\n", "# combine colors, markers, markersizes, and labels\n", "colors_new = colors1 + colors2\n", "markers_new = markers1 + markers2\n", "markersizes_new = markersizes1 + markersizes2\n", "labels_new = labels1 + labels2\n", "\n", "# Generate plot\n", "fig, ax = TaylorDiagram(stddev, corrcoeff, refstd, fig=fig, \n", " colors=colors_new, \n", " normalize=True, \n", " labels=labels_new, \n", " ref_label='Reference',\n", " markers=markers_new, \n", " markersizes=markersizes_new\n", " )\n", "\n", "ax.legend(bbox_to_anchor=(1.05, 0), loc='lower left', ncol=1)\n", "fig.suptitle('Example Taylor Diagram', fontsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.5 Add model-comparing arrows \n", "
Back to the Tabel of Contents
\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Example Taylor Diagram')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(5,5))\n", "\n", "arrowprops_dict = dict(color='red',\n", " lw=1,\n", " width=0.5,\n", " shrink=0.05,\n", " zorder=100,\n", " )\n", "\n", "fig, ax = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " normalize=True, \n", " labels=models, ref_label='Reference',\n", " compare_models=[('model 1', 'model 2'),\n", " ('model 3', 'model 4'),\n", " ('model 5', 'model 6'),\n", " ],\n", " arrowprops_dict=arrowprops_dict,\n", " smax=2.5,\n", " )\n", "\n", "ax.legend(bbox_to_anchor=(1.05, 0), loc='lower left', ncol=1)\n", "fig.suptitle('Example Taylor Diagram', fontsize=20)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.6 Multi-panel plot \n", "\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(10,10))\n", "\n", "arrowprops_dict = dict(color='red',\n", " lw=1,\n", " width=0.5,\n", " shrink=0.05,\n", " zorder=100,\n", " )\n", "\n", "fig, ax1 = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " rect=221, # 2 row, 2 column, 1st plot\n", " title='(a) model 1' + r'$\\rightarrow$' + 'model 2',\n", " normalize=True, \n", " labels=models, ref_label='Reference',\n", " compare_models=[('model 1', 'model 2')],\n", " arrowprops_dict=arrowprops_dict,\n", " smax=2.5,\n", " )\n", "\n", "fig, ax2 = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " rect=222, # 2 row, 2 column, 2nd plot\n", " title='(b) model 3' + r'$\\rightarrow$' + 'model 4',\n", " normalize=True, \n", " labels=models, ref_label='Reference',\n", " compare_models=[('model 3', 'model 4')],\n", " arrowprops_dict=arrowprops_dict,\n", " smax=2.5,\n", " )\n", "\n", "fig, ax3 = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " rect=223, # 2 row, 2 column, 3rd plot\n", " title='(c) model 5' + r'$\\rightarrow$' + 'model 6',\n", " normalize=True, \n", " labels=models, ref_label='Reference',\n", " compare_models=[('model 5', 'model 6')],\n", " arrowprops_dict=arrowprops_dict,\n", " smax=2.5,\n", " )\n", "\n", "fig, ax4 = TaylorDiagram(stddev, corrcoeff, refstd, \n", " fig=fig, \n", " rect=224, # 2 row, 2 column, 4th plot,\n", " title='(d) model 7' + r'$\\rightarrow$' + 'model 8',\n", " normalize=True, \n", " labels=models, ref_label='Reference',\n", " compare_models=[('model 7', 'model 8')],\n", " arrowprops_dict=arrowprops_dict,\n", " smax=2.5,\n", " )\n", "\n", "ax4.legend(bbox_to_anchor=(1.05, 0), loc='lower left', ncol=1)" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:pcmdi_metrics_dev_3] *", "language": "python", "name": "conda-env-pcmdi_metrics_dev_3-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" }, "vscode": { "interpreter": { "hash": "8a521bac5e35dc1e2b124e45625541f9ca2fb2f5095142879a4618ffaa0c7f1f" } } }, "nbformat": 4, "nbformat_minor": 4 }