{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "header",
   "metadata": {},
   "source": [
    "# The FitzHugh-Nagumo Model\n",
    "\n",
    "A classical model of neural excitability capturing the essence of action potential generation."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "learning-objectives",
   "metadata": {},
   "source": [
    "## Learning Objectives\n",
    "\n",
    "By the end of this tutorial, you will be able to:\n",
    "\n",
    "- Understand the FitzHugh-Nagumo equations as a reduction of Hodgkin-Huxley\n",
    "- Distinguish between excitable and oscillatory parameter regimes\n",
    "- Analyze nullclines and fixed points in phase space\n",
    "- Build a brain network with FHN nodes and diffusive coupling\n",
    "- Compute functional connectivity from simulated dynamics"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "background",
   "metadata": {},
   "source": [
    "## Background / Theory\n",
    "\n",
    "### From Hodgkin-Huxley to FitzHugh-Nagumo\n",
    "\n",
    "The **Hodgkin-Huxley** model describes action potentials with 4 differential equations. Richard FitzHugh (1961) and Jin-ichi Nagumo (1962) independently reduced this to a 2D system that captures the essential dynamics:\n",
    "\n",
    "- **Fast variable** $V$: membrane potential (activator)\n",
    "- **Slow variable** $w$: recovery (inhibitor)\n",
    "\n",
    "### Mathematical Formulation\n",
    "\n",
    "BrainMass implements the polynomial form:\n",
    "\n",
    "$$\n",
    "\\begin{aligned}\n",
    "\\dot{V} &= -\\alpha V^3 + \\beta V^2 + \\gamma V - w + I_{ext}(t) \\\\\n",
    "\\tau \\dot{w} &= V - \\delta - \\epsilon w\n",
    "\\end{aligned}\n",
    "$$\n",
    "\n",
    "### Parameters\n",
    "\n",
    "| Parameter | Default | Role |\n",
    "|-----------|---------|------|\n",
    "| $\\alpha$ | 3.0 | Cubic nonlinearity (N-shaped nullcline) |\n",
    "| $\\beta$ | 4.0 | Quadratic term |\n",
    "| $\\gamma$ | -1.5 | Linear restoring force |\n",
    "| $\\delta$ | 0.0 | w-nullcline offset |\n",
    "| $\\epsilon$ | 0.5 | Recovery coupling |\n",
    "| $\\tau$ | 20 ms | Recovery time constant |\n",
    "\n",
    "### Key Concepts\n",
    "\n",
    "**Nullclines:**\n",
    "- V-nullcline: $w = -\\alpha V^3 + \\beta V^2 + \\gamma V + I_{ext}$ (cubic)\n",
    "- w-nullcline: $V = \\delta + \\epsilon w$ (linear)\n",
    "\n",
    "**Dynamics depend on intersection:**\n",
    "- Intersection on middle branch → **excitable** (responds to perturbation)\n",
    "- Intersection on unstable branch → **oscillatory** (spontaneous activity)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "implementation",
   "metadata": {},
   "source": [
    "## Implementation\n",
    "\n",
    "### Step 1: Setup and Imports"
   ]
  },
  {
   "cell_type": "code",
   "id": "imports",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:46.320635300Z",
     "start_time": "2026-03-21T13:54:43.415995500Z"
    }
   },
   "source": [
    "import brainmass\n",
    "import brainstate\n",
    "import braintools\n",
    "import brainunit as u\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# Set simulation time step\n",
    "brainstate.environ.set(dt=0.1 * u.ms)"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "markdown",
   "id": "single-node-header",
   "metadata": {},
   "source": [
    "### Step 2: Single Node Simulation\n",
    "\n",
    "Create an FHN oscillator with noise:"
   ]
  },
  {
   "cell_type": "code",
   "id": "single-node",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:46.624220800Z",
     "start_time": "2026-03-21T13:54:46.322791500Z"
    }
   },
   "source": [
    "# Create FHN model with default parameters\n",
    "node = brainmass.FitzHughNagumoStep(\n",
    "    1,  # single node\n",
    "    alpha=3.0,\n",
    "    beta=4.0,\n",
    "    gamma=-1.5,\n",
    "    delta=0.0,\n",
    "    epsilon=0.5,\n",
    "    tau=20.0 * u.ms,\n",
    "    noise_V=brainmass.OUProcess(1, sigma=0.01),\n",
    "    noise_w=brainmass.OUProcess(1, sigma=0.01),\n",
    ")\n",
    "\n",
    "# Initialize states\n",
    "node.init_all_states()\n",
    "\n",
    "print(f\"tau = {node.tau.value()}\")\n",
    "print(f\"epsilon = {node.epsilon.value()}\")"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "tau = 20. ms\n",
      "epsilon = 0.5\n"
     ]
    }
   ],
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "id": "simulate",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:46.925750200Z",
     "start_time": "2026-03-21T13:54:46.625220500Z"
    }
   },
   "source": [
    "# Simulation step function\n",
    "def step_run(i):\n",
    "    node.update()\n",
    "    return node.V.value, node.w.value\n",
    "\n",
    "\n",
    "# Run simulation (1000 ms)\n",
    "indices = np.arange(10000)\n",
    "V_trace, w_trace = brainstate.transform.for_loop(step_run, indices)"
   ],
   "outputs": [],
   "execution_count": 3
  },
  {
   "cell_type": "code",
   "id": "plot-single",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:47.215250700Z",
     "start_time": "2026-03-21T13:54:46.933741800Z"
    }
   },
   "source": [
    "times = indices * brainstate.environ.get_dt()\n",
    "\n",
    "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n",
    "\n",
    "# Time series\n",
    "axes[0].plot(times, V_trace[:, 0], 'b-', label='V (activator)', linewidth=1)\n",
    "axes[0].plot(times, w_trace[:, 0], 'r-', label='w (recovery)', linewidth=1, alpha=0.7)\n",
    "axes[0].set_xlabel('Time (ms)')\n",
    "axes[0].set_ylabel('Activity')\n",
    "axes[0].set_title('FitzHugh-Nagumo Dynamics')\n",
    "axes[0].legend()\n",
    "axes[0].set_xlim([0, 500])\n",
    "\n",
    "# Phase portrait with nullclines\n",
    "V_range = np.linspace(-1, 2, 100)\n",
    "alpha, beta, gamma = 3.0, 4.0, -1.5\n",
    "V_nullcline = -alpha * V_range ** 3 + beta * V_range ** 2 + gamma * V_range\n",
    "w_nullcline = V_range / 0.5  # V = delta + epsilon*w -> w = V/epsilon\n",
    "\n",
    "axes[1].plot(V_trace[:, 0], w_trace[:, 0], 'k-', linewidth=0.5, alpha=0.5, label='Trajectory')\n",
    "axes[1].plot(V_range, V_nullcline, 'b--', linewidth=2, label='V-nullcline')\n",
    "axes[1].plot(V_range, w_nullcline, 'r--', linewidth=2, label='w-nullcline')\n",
    "axes[1].set_xlabel('V')\n",
    "axes[1].set_ylabel('w')\n",
    "axes[1].set_title('Phase Portrait')\n",
    "axes[1].legend()\n",
    "axes[1].set_xlim([-1, 2])\n",
    "axes[1].set_ylim([-1, 3])\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1200x400 with 2 Axes>"
      ],
      "image/png": "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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "id": "excitability",
   "metadata": {},
   "source": [
    "### Step 3: Excitable vs Oscillatory Regimes\n",
    "\n",
    "External input shifts the V-nullcline, changing the system's behavior:"
   ]
  },
  {
   "cell_type": "code",
   "id": "regimes",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:49.389038300Z",
     "start_time": "2026-03-21T13:54:47.216252200Z"
    }
   },
   "source": [
    "input_values = [0.0, 0.5, 0.72, 1.0]\n",
    "\n",
    "fig, axes = plt.subplots(2, len(input_values), figsize=(14, 6))\n",
    "\n",
    "for idx, I_ext in enumerate(input_values):\n",
    "    # Create model\n",
    "    model = brainmass.FitzHughNagumoStep(\n",
    "        1,\n",
    "        noise_V=brainmass.OUProcess(1, sigma=0.02),\n",
    "        noise_w=brainmass.OUProcess(1, sigma=0.02),\n",
    "    )\n",
    "    model.init_all_states()\n",
    "\n",
    "\n",
    "    # Simulate with constant input\n",
    "    def step(i):\n",
    "        model.update(V_inp=I_ext)\n",
    "        return model.V.value, model.w.value\n",
    "\n",
    "\n",
    "    V, w = brainstate.transform.for_loop(step, np.arange(20000))\n",
    "\n",
    "    # Time series (top)\n",
    "    axes[0, idx].plot(np.arange(len(V)) * 0.1, V[:, 0], 'b-', linewidth=0.5)\n",
    "    axes[0, idx].set_title(f'$I_{{ext}}$ = {I_ext}')\n",
    "    axes[0, idx].set_xlabel('Time (ms)')\n",
    "    if idx == 0:\n",
    "        axes[0, idx].set_ylabel('V')\n",
    "    axes[0, idx].set_xlim([0, 1000])\n",
    "\n",
    "    # Phase portrait (bottom)\n",
    "    axes[1, idx].plot(V[-5000:, 0], w[-5000:, 0], 'k-', linewidth=0.3, alpha=0.7)\n",
    "    # V-nullcline shifts with input\n",
    "    V_null = -3 * V_range ** 3 + 4 * V_range ** 2 - 1.5 * V_range + I_ext\n",
    "    axes[1, idx].plot(V_range, V_null, 'b--', linewidth=1.5)\n",
    "    axes[1, idx].plot(V_range, V_range / 0.5, 'r--', linewidth=1.5)\n",
    "    axes[1, idx].set_xlabel('V')\n",
    "    if idx == 0:\n",
    "        axes[1, idx].set_ylabel('w')\n",
    "    axes[1, idx].set_xlim([-1, 2])\n",
    "    axes[1, idx].set_ylim([-1, 4])\n",
    "\n",
    "plt.suptitle('Excitable to Oscillatory Transition with Increasing Input', y=1.02, fontsize=14)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1400x600 with 8 Axes>"
      ],
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABW4AAAJpCAYAAAA9lqsoAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzsnXl8FdXhxc9LQjZCwhISAgYCKCgCAVEREBEbjRtWLYpLAVGpIliU2ta4EJcKapFqW5SKINpqpVp/ioWiFokriILgxiI7Agl7AoHs8/tjnDBv3ix35s28Ny85388nH+W9We6b5c6dc889NyBJkgRCCCGEEEIIIYQQQgghviEu2gUghBBCCCGEEEIIIYQQEgyFW0IIIYQQQgghhBBCCPEZFG4JIYQQQgghhBBCCCHEZ1C4JYQQQgghhBBCCCGEEJ9B4ZYQQgghhBBCCCGEEEJ8BoVbQgghhBBCCCGEEEII8RkUbgkhhBBCCCGEEEIIIcRnULglhBBCCCGEEEIIIYQQn0HhlhBCCCGEEEIIIYQQQnwGhVtCCCHEJoFAAOeff75n29+2bRsCgQBuuukm4XVuuukmBAIBbNu2zbNyNUfOP/98BAKBoM9KSkoQCATw0EMPWS5LYo/58+cjEAhg/vz5wusYXROxipPf09SOgR/hMSaEEEKaHxRuCSGExASKmGn2l5eXF7XyNXXh1GuxWstXX32FcePGoVu3bkhJSUFGRgbOPPNMPPLIIygvL49YOSLNQw89hEAggJKSkmgXRQhFrBb9i5XfpUek7wE/kpeXF5F6VqlPV6xY4fm+SHjk5eUhOTk52sWwJNbqVkIIIUQhIdoFIIQQQuzQvXt3/PKXv9T9rnXr1hEpw7p165CamhqRfTVHHnnkETz00ENISEhAYWEhrr32Whw/fhwlJSUoLi7Gc889h4ULF+Kss87yvCwvv/wyjh075vl+YpWbbropRMx86623sHbtWowdOzZE5Itm54ooV111Fc455xzk5OQIr3P22Wdj3bp1yMzM9LBkkaOp/Z6mAs8LIYQQ0vygcEsIISSmOPnkk6M+TPTUU0+N6v6bMrNmzUJxcTG6deuGRYsWhRzrv/3tb5g4cSIuueQSfPXVV8jNzfW0PJ07d/Z0+7GOXpzHtm3bsHbtWl1RNxbIyMhARkaGrXVSU1ObVL3Q1H5PU4HnhRBCCGl+MCqBEEJIk+Txxx9HIBDA7bffbvjdhAkTgj7fu3cvfvOb36Bnz55ISUlB27ZtMXDgQMyYMSNoOe2Q6by8PLz00ksAgK5duzYOC1cv83//93+4/vrrcfLJJyM1NRUZGRkYOnQo/v3vf5v+ju+++w6XXXYZWrdujbS0NFx00UVYtWqVrWPx0UcfYcSIEcjMzERSUhJOOeUUPPDAA0JOUiVTEQA+/PDDoGHv6gzQuro6zJw5E/n5+Y3RBsOHD8c777wjXM5Dhw6hqKgIiYmJeOedd3QFittuuw2///3vceDAAdx///1B3+3ZsweTJ0/GKaecgpSUFLRu3RqnnXYabr/99pB4hZqaGvzpT3/CWWedhVatWiEtLQ29evXClClTcOjQocblws2tLS8vxxNPPIFhw4ahY8eOSExMRMeOHTFmzBhs3rw5aNnzzz8fDz/8MABg+PDhhhEg3377La699lpkZWUhKSkJXbt2xV133YUDBw6E7F8Z2n748GFMmjQJubm5SEhIwPz583HuueciISEBe/bs0S37mDFjEAgEsHz5cse/X7QsALBq1SpMmjQJvXv3RkZGBlJSUtCnTx88/vjjqK2tNdze0aNHMXnyZHTs2BFJSUno27cv3njjjZDly8vLMXXqVPTq1QtpaWlIT0/HySefjLFjx2L79u2Ny2kzbkXuAbPsUSfnS/Q36bF27VoEAgFMmjQp6PO33noLgUAASUlJIfd+Xl4eunbt2vhv7e9Romq2b9+O7du3Bx0Dvd/85Zdf4sILL0SrVq2QkZGBq666KuwYGXX296ZNm3DVVVehTZs2aNmyJQoKCrB27Vrd9UTqdfW2161bh6uuugrt2rULib95++238bOf/Qxt2rRBcnIyevfujRkzZqC+vj5on3buewCoqqrCU089hfz8fGRkZKBly5bIy8vDtddeG/S7jK4zJ9fNtm3bMGrUKLRt2xZpaWkYNmwYPvroI1ciBdT30HvvvYfBgwcjNTUV7dq1w9ixY0OuffXxF33mmcV2aOtt0bqVEEII8SN03BJCCGmS/O53v8P777+Pv/3tb7j44otx5ZVXAgBWrlzZKN7MnDmzcfkNGzZg+PDh2LNnD84991xceeWVqKysxHfffYdp06bhnnvuMdzXXXfdhfnz52Pt2rWYPHlyY2SD+qVQESTPPfdc5OTkYN++fVi4cCFGjhyJP//5z7jzzjtDtrtlyxYMGTIEZ5xxBiZMmIDt27fj9ddfx3nnnYcPPvgAAwcOtDwOzz33HCZOnIjWrVtjxIgRyMrKwpdffonHHnsMy5Ytw7Jly5CYmGi4fl5eHoqLi/Hwww+jS5cuQQ7Lfv36AQAkScLIkSPx9ttvo0ePHpg4cSIqKyuxYMECXHHFFZg5cybuvvtuy7K+8cYbOHLkCK677jr06tXLcLnf/va3mDlzJl577TXMnj0bqampOHbsGIYMGYJt27bhoosuwlVXXYWamhps3boVf//733HPPfc0uiiPHz+OCy+8EJ9++ilOOeUUjBs3DklJSfjhhx/wt7/9DWPGjEGbNm0syyvCunXrMHXqVAwfPhxXXXUVWrZsifXr1+PVV1/FokWLsHr1anTp0gXACffqhx9+GBQzoI4A+eSTT1BYWIiamhqMHDkSeXl5WL58OZ555hn85z//wYoVK0KGUVdXV+OCCy7A0aNHccUVVyAhIQHZ2dm47bbb8Omnn+LFF1/EfffdF7TO4cOH8cYbb+D000/HoEGDXDkWZmUBgDlz5uCdd97Beeedh0svvRTHjh1DSUkJioqK8MUXX+h2ctTW1uKiiy7CoUOH8Itf/ALHjh3Da6+9hmuvvRZLlizBRRddBEC+RgsLC/H5559jyJAhuPjiixEXF4ft27dj4cKFGD16dON50CJyDxjh5HyJ/iYj+vbti3bt2mHZsmVBnyv/rqmpwaeffooLL7wQALB161Zs374d48aNM9xm69atUVxcjKeffhqAXOcpaF3VX3zxBZ588kkMHz4ct912G7766iu89dZb+Oabb/Dtt9+GnYe6bds2nHPOOTj99NNx8803Y/PmzXj77bcxfPhwrFu3rvF6AuzX65s2bcI555yDPn364KabbsKBAwca68eioiI8/vjj6NSpE66++mpkZGTg448/xm9/+1t8/vnneP311xu3Y+e+B4CxY8fiX//6F/r27dtYH+3cuRPLli3DF198gfz8fMvjYue62bVrFwYPHow9e/bg4osvRv/+/bFhwwZceOGFuOCCCxyfGy0LFy7EokWLMGLECAwePBgfffQRXn75ZWzevBmffPJJyPJuPPP0EKlbCSGEEN8iEUIIITHA1q1bJQBS9+7dpeLiYt2///73v0Hr/Pjjj1K7du2ktm3bSj/++KNUUVEhde/eXUpKSpLWrl0btOyZZ54pAZCef/75kH3v3Lkz6N8ApGHDhgV9NnbsWAmAtHXrVt3yb968OeSzI0eOSH369JEyMjKkysrKkN8KQLr33nuD1lmyZIkEQOrTp4/l/r/77jspISFBys/Pl/bv3x+0/PTp0yUA0owZM3TLq0XvNyu89NJLjd9XV1c3fr59+3YpMzNTSkhI0P39Wm666SYJgDRnzhzLZQcPHiwBkD766CNJkiRp4cKFEgDprrvuCln2yJEjUlVVVeO/f/Ob30gApNGjR0t1dXVByx4+fFg6cuRI47+HDRsmaZtLy5YtkwBIxcXFQZ/rLXv48GHpwIEDIWX64IMPpLi4OOnWW28N+ry4uFgCIC1btixknfr6eql79+4SAGnJkiVB3/32t7+VAEg333xz0OddunSRAEiFhYXSsWPHgr47fvy41LZtW6lbt25SQ0ND0Hd//etfJQDS008/HVIOK5RrUfsbzMoiSfL1oj0fDQ0N0s033ywBkD755BPd7f385z8Puu7+97//Ne5H4euvv5YASFdeeWXIfquqqoLO+YsvvigBkF588cWg5czuAb1rIpzzJfKbzLj66qslAFJpaWnjZ3369JGGDh0qJSYmSkVFRY2fz507VwIgvfzyy6a/Rylfly5dTI8BAOm1114L+m706NESAOmf//ynUPmVa2j58uWNn6nrxccffzxo+QceeEACIE2fPj3oc9F6Xb3tqVOnhiz73nvvNR7/o0ePNn7e0NAg3X777RIA6Y033mj83M59f/jwYSkQCEgDBgwIuf7r6uqkQ4cONf7b7LzYuW5++ctfSgCkxx57LOhz5VowqoP06NKli5SUlBT0mXIPJSQkBN23dXV10vnnn296bkWfeWbXol5dbFa3EkIIIX6GUQmEEEJiis2bN+Phhx/W/VuyZEnQsp06dcLcuXNx8OBB/PKXv8Qdd9yBzZs348knn0Tfvn0bl1u5ciW+/PJLnHfeeRg/fnzIPk866aSwy92tW7eQz9LS0nDTTTehvLwcX3zxRcj3rVu3DokDKCwsxM9+9jN88803lpEJf/vb31BXV4e//OUvaNeuXdB3v/vd79C+fXv885//dPBrglFiIp588skg927nzp1x9913o66uDq+88orldkpLSwFAKLdWWUY7zD8lJSVk2bS0NCQlJQGQIx2ef/55ZGRk4JlnnkF8fHzQshkZGUhLS7PcvygZGRlo27ZtyOfDhw/H6aefjv/973/C2/r000+xefNmXHLJJSgsLAz6burUqWjbti1effVV1NTUhKz75JNPhhyb5ORkjB07Flu2bMEHH3wQ9N3cuXORlJSE0aNHC5dPFL2yAPL1oj0fgUAAEydOBADDY/WnP/0p6Lr72c9+hi5duujeU3r7TUpKcvWcK4Rzvuz8Jj2GDx8O4ITLdv/+/fj2229x6aWX4pxzzgk638oybuURn3feeRg1alTQZzfffDMACJffjK5du+K3v/1t0Ge33HJLyPad1OsdOnQIqXMB4K9//SsA4Pnnn0fLli0bPw8EAo3RO+q61M59HwgEIEkSkpOTERcX/GoWHx9vyxUqct1UV1fj9ddfR1ZWFn7zm98ErT9u3Dj07NlTeH9W3HDDDRgyZEjjv+Pj4zF27FgA+tdCuM88QgghpCnCqARCCCExRWFhYYhAa8bPf/5z3H777Zg9ezYA4NJLL8Wvf/3roGVWrlwJAJZDkMNh7969ePzxx/Hf//4X27dvx/Hjx4O+3717d8g6/fv31xWUhg4diqVLl+Krr77CgAEDDPe5YsUKAMC7776LpUuXhnzfokULrF+/3u5PCeGrr75Camoqzj777JDvFAFpzZo1Ye/HjPPOOw85OTl4/PHHsXbtWlx++eUYNmwYTjvttKCsw/Xr1+PIkSMoKChwLQ7BipKSEjz99NP4/PPPsX//ftTV1TV+ZxZToeWrr74CoC+wpaWl4cwzz8R7772HDRs2oE+fPo3fJScnB/1bza9+9Sv86U9/wpw5c/Czn/0MgJw1+9VXX+GGG27QFZ/CwawsNTU1+Otf/4rXXnsN69evx9GjRyFJUuP3evdI69atg7JZFU466aSgbN7TTjsNffv2xT//+U/8+OOPuPLKK3H++eejX79+IWKZWzg9X6K/yQy1cHvdddehpKQEkiThggsuQFVVFR577DEcOXIErVq1wrJly9C9e3fXJvrTq5MUkfTw4cNhb1/vnOlt30m9np+fr3tPrlixAi1btsS8efN010tJSQmpS0Xv+/T0dFx66aVYvHgxzjjjDFxzzTU4//zzcdZZZ6FFixbCZRe9bjZs2IDq6mqceeaZjR1aCoFAAIMHD8aGDRuE92uG3Wsh3GceIYQQ0hShcEsIIaTJc9VVVzUKt9oJewA0TlzVqVMnT/Z/8OBBnHXWWdixYweGDBmCgoICtG7dGvHx8VizZg3efvttVFdXh6ynzmrU+1w74ZbefgHgscceC/MXmFNRUWEo+uTk5DQuY0WHDh0AADt37rRcVllG2X5GRgZWrFiBqVOn4p133sHixYsByM7ce++9F3fccQcA78+1ltdffx2jRo1CWloaCgsLkZeXh9TU1MaJe9STYlmhHEOj68LoWGdlZRlOsHbqqadi2LBheOutt3DgwAG0a9cOL7zwAgDouhTDxawsI0eOxDvvvIMePXpg1KhRyMrKQosWLXD48GE888wzuveIklusJSEhAQ0NDUH//uCDD/DQQw/h3//+d6PTsH379pg0aRLuv//+ELdvuDg9X6K/yYzTTz8dWVlZjW7aZcuWIT09HQMGDMDx48fx8MMP4+OPP8Ypp5yCXbt24dZbbxXargjp6em6ZQcQMomXl9t3cq8bnauDBw+irq6ucYIrPSorKxv/3+59//rrr2PatGl49dVXGx2n6enpGDduHKZNm4bU1FTLsoteN8r1lpWVpbu80TFwgt1rIdxnHiGEENIUoXBLCCGkSXP48GGMHz8eLVu2RH19Pe6880589dVXaNWqVeMyylDUXbt2eVKGuXPnYseOHXj00UfxwAMPBH33+OOP4+2339Zdr6yszPRzoxd1BeWluaKiIuj3uk16ejr27t2r+50Sf6D3Aq9l8ODBmD9/PpYuXWoqJB0+fBirV69GYmJikPuqc+fOmD9/PhoaGvD111/jvffew5///GdMnDgRbdq0wfXXX+/5udby0EMPITk5GatWrcIpp5wS9N1rr71ma1vKMTS6LoyOtZFQqnD77bfjww8/xMsvv4zbbrsN//znP3HKKae4NnRepCxffPEF3nnnHRQWFmLRokVBIuqKFSvwzDPPhL3vdu3a4S9/+Qv+/Oc/Y/369fjggw/wl7/8BcXFxWjRogWKiorC3ocap+fLLc4//3z861//wq5du1BSUoLzzjsP8fHxOOecc5CSkoJly5Y13geKQ7cp4eReN7o+09PTEQgEsH//fqHt2L3vU1NT8Yc//AF/+MMfsHXrVixbtgyzZ8/GM888g+PHj+Nvf/ub8G+wQrnejOpso+s1Eth55sXFxenGjAAUeAkhhDQtmHFLCCGkSfOrX/0KO3bswDPPPIM//vGP2Lx5c2NmpoIyxP+9995zvB9FaNJzEW3evBmAHNug5eOPPzbc5ldffYWjR48artO/f3/TMikzcCuRCeEQFxdn6Jbr378/jh071jg0WU1JSQkAeXizFSNHjkRaWhrefPNN0wiHp556ClVVVRg1apSuEy0uLg79+vXD7373u8bcyYULFwIAevbsifT0dHzxxRc4dOiQZZnCZfPmzTjttNNCxJs9e/Zgy5YtIcubXUfK+VaOqZrKykp8+eWXSElJsZ1RefXVV6N9+/Z44YUX8Prrr6O8vNxVB6YIyj1y2WWXhThfze4RJwQCAZx22mmYOHEi3n//fQAnrg8zzO4BPbw6X6IoYuw///lPfP/997jgggsAyJm+gwcPxgcffGA73zY+Pt4V12wkcKNeVxg4cCAOHDiAH374QWh5u/e9mq5du+Lmm2/Ghx9+iLS0NKFr0w49e/ZEUlISVq1aFeJilyRJOI7DC+w889q0aYO9e/cGRVAA8r2ld57M6lZCCCHEz1C4JYQQ0mSZO3cuXn/9dVxzzTW45ZZbMGnSJFx++eX4+9//jldffbVxubPOOgtnnXUWPvroI8yZMydkOyKOLSULVG+Yf5cuXQAAn3zySdDnr776auOQfj0OHz4cEnOg5NX27t3bMuvvjjvuQEJCAu68807s2LFDd/tKDqcVbdu2xY8//qj7nTLZTFFREWpraxs/37lzJ2bOnImEhATceOONlvto06YNHnvsMdTU1GDEiBHYuHFjyDJz587F9OnT0a5du6Bj89133+m6tZTPkpOTAcjDdG+77TaUl5dj8uTJIS/x5eXlusKBU7p06YJNmzYFla2qqgoTJkwIOlYKZtfRkCFD0L17d/z3v/8NmajrD3/4Aw4cOIDrr7/eVm4uIOdt3nTTTfj+++9x3333oUWLFrjppptsbSNcjO6R7777DtOnTw97+9u2bcO2bdtCPtdeH2aY3QN6eHW+RFGE2yeffBIAGoVb5bs1a9bgvffeQ48ePdCxY0ehbbZt2xb79+9HVVWV+wV2GTfqdQUlF/3mm2/GgQMHQr4vLS3FunXrGv9t577ft28fvv3225BtHjp0CNXV1ULXph2SkpIwcuRIlJWV4emnnw767uWXX3Yl99wpdp55Z511Fmpra4MmvpQkCUVFRUGxFQpmdSshhBDiZxiVQAghJKbYtGkTHnroIcPv7733XiQnJ2Pjxo2YPHkycnNz8fzzzzd+P2/ePPTt2xcTJkzAoEGDGidzeeWVV3D++efjV7/6Ff7+979j0KBBqKqqwnfffYevvvpK92VdzQUXXIAZM2bgV7/6FX7xi1+gZcuW6NKlC0aPHo3Ro0fjiSeewJ133olly5ahS5cuWLt2LZYuXYqrr74ab775pu42hw4diueeew6ff/45zjnnHGzbtg2vv/46UlJSGnNIzejduzeeffZZTJgwAT179sSll16K7t2748iRI9iyZQs+/PBD3HTTTY35v1a/71//+heuvPJK9O/fH/Hx8bjiiivQt29fjB49Gm+++Sbefvtt9O3bF5dffjkqKyuxYMECHDx4EE899RS6detmuQ9AFkj279+PRx99FH369MHFF1+M0047DVVVVSgpKcHatWuRnZ2NhQsXBuXqvv/++/jtb3+LIUOGoEePHmjXrh22bNmChQsXIjk5Ochl/cgjj2DFihX4+9//jhUrVuCSSy5BUlIStmzZgiVLluCTTz4RcgiLcOedd+LOO+9E//79MXLkSNTV1eH999+HJEnIz8/H2rVrg5YfPnw4AoEA7rvvPnz33XfIyMhA69atMWnSJMTFxWH+/PkoLCzEpZdeimuuuQZdunTB8uXLUVJSgu7du+Pxxx93VM7bbrsNM2bMwO7du/GLX/zCMP/SK84++2ycffbZ+Ne//oU9e/bgnHPOwY4dO7Bw4UJcdtlleOONN8La/po1a3D11Vfj7LPPRq9evdChQwfs2rULb731FuLi4nD33XdbbsPsHtDDy/MlQs+ePZGTk4M9e/agXbt2QeUcPnw4GhoacODAAYwcOVJ4mxdccAG+/PJLXHLJJRg6dCgSExNx3nnn4bzzzvPiJ4RNuPW6wsUXX4wHH3wQjz76KE4++WRcfPHF6NKlCw4cOIBNmzbh448/xh/+8AecdtppAOzd97t27UL//v2Rn5+Pvn37olOnTjhw4ADefvtt1NbW4p577nH9uEyfPh3/+9//cO+99+LDDz9E//79sWHDBvznP//BxRdfjCVLlng2aZ8Zdp55kyZNwosvvohbb70V77//Ptq3b4+PP/4Yhw8ftl23EkIIIb5GIoQQQmKArVu3SgAs/w4dOiRVV1dLZ5xxhhQXFyd9+OGHIdt67733pEAgIJ1zzjlSbW1t4+elpaXS5MmTpW7dukmJiYlS27ZtpYEDB0ozZ84MWh+ANGzYsJDtPvnkk9Ipp5witWjRImSZNWvWSBdddJHUpk0bqVWrVtKwYcOk//3vf9KLL74oAZBefPHFkN86duxY6dtvv5UuvfRSKT09XWrZsqVUUFAgffnllyH7Hjt2rARA2rp1a8h3K1eulK677jqpY8eOUosWLaTMzEzpjDPOkO69915p3bp11gdfkqQ9e/ZI1157rZSZmSnFxcWFlLm2tlaaMWOG1KdPHykpKanxN7799ttC29fy5ZdfSmPGjJG6dOnSuL3+/ftLDz30kHTo0KGQ5b///ntp8uTJUv/+/aV27dpJSUlJUrdu3aSxY8dK3333XcjyVVVV0owZM6R+/fpJKSkpUlpamtSrVy/pN7/5TdD2hw0bJmmbS8uWLZMASMXFxUGf6y3b0NAgzZ49Wzr99NOl5ORkqUOHDtItt9wi7d27V3d5SZKk+fPnNx5HAFKXLl2Cvv/666+lkSNHSpmZmVKLFi2kLl26SJMnT5b27dsXsq0uXbqErG/EueeeKwGQlixZIrS8Ecq1uGzZMltl2bt3r3TzzTdLHTt2lJKTk6U+ffpIs2bNkrZs2dJ4P4huT3tsd+7cKd17773SOeecI2VlZUmJiYlS586dpauvvlpavnx50Lp696Qkmd8DRteEJLl3voyuFzNuuOEGCYD0i1/8IujzmpoaKS0tTQIg/fOf/wxZz+j3HDlyRBo/fryUk5MjxcfHBy1jdgzUdZoIyjWkPjdW2zCql0XqddHyvf/++9KIESOk9u3bSy1atJA6dOggDRo0SHr00UelHTt2NC5n574/dOiQ9NBDD0nnnXeelJOTIyUmJkodO3aULr74Yum///1v0P6NjrGT62bLli3SNddcI2VkZEipqanS0KFDpQ8//FCaNGmSBED66quvTI+Fet9JSUlBnxndQ0a/wckzT5Ik6YMPPpAGDhwoJSUlSe3atZNGjx4tlZWVOa5bCSGEED8SkCRJ8kAPJoQQQgghMUJVVRVOOukkpKWlYcuWLVFx2xFCos+5556L5cuXo7y8HGlpaRHZ57Zt29C1a1eMHTsW8+fPj8g+CSGEkFiBrXJCCCGEkGbOiy++iAMHDuC2226jaEtIM2DPnj0hn/3jH//Ap59+ioKCgoiJtoQQQggxhxm3hBBCCCHNlMcffxz79u3D3/72N2RlZeGOO+6IdpEIIRGgd+/e6N+/P3r16oX4+HisWbMGJSUlaNWqFWbMmBHt4hFCCCHkJyjcEkIIIYQ0U4qKitCiRQvk5+fjL3/5CzIyMqJdJEJIBLj99tvxzjvv4Msvv0RlZSXat2+PG264AQ8++CBOPfXUaBePEEIIIT/BjFtCCCGEEEIIIYQQQgjxGQwxI4QQQgghhBBCCCGEEJ9B4ZYQQgghhBBCCCGEEEJ8BoVbQgghhBBCCCGEEEII8RkUbgkhhBBCCCGEEEIIIcRnULglhBBCCCGEEEIIIYQQn0HhlhBCCCGEEEIIIYQQQnwGhVtCCCGEEEIIIYQQQgjxGRRuCSGEEEIIIYQQQgghxGdQuCWEEEIIIYQQQgghhBCfQeGWEEIIIYQQQgghhBBCfAaFW0IIIYQQQgghhBBCCPEZFG4JIYQQQgghhBBCCCHEZ1C4JYQQQgghhBBCCCGEEJ9B4ZYQQgghhBBCCCGEEEJ8BoVbQgghhBBCCCGEEEII8RkUbgkhhBBCCCGEEEIIIcRnULglhBBCCCGEEEIIIYQQn0HhlhBCCCGEEEIIIYQQQnwGhVtCCCGEEEIIIYQQQgjxGRRuCSGEEEIIIYQQQgghxGdQuCWEEEIIIYQQQgghhBCfQeGWEEIIIYQQQgghhBBCfAaFW0IIIYQQQgghhBBCCPEZFG4JIYQQQgghhBBCCCHEZ1C4JYQQQgghhBBCCCGEEJ9B4ZYQQgghhBBCCCGEEEJ8BoVbQgghhBBCCCGEEEII8RkUbgkhhBBCCCGEEEIIIcRnULglhBBCCCGEEEIIIYQQn0HhlhBCCCGEEEIIIYQQQnwGhVtCCCGEEEIIIYQQQgjxGRRuCSGEEEIIIYQQQgghxGdQuCWEEEIIIYQQQgghhBCfQeGWEEIIIYQQQgghhBBCfAaFW0IIIYQQQgghhBBCCPEZFG4JIYQQQgghhBBCCCHEZ1C4JYQQQgghhBBCCCGEEJ9B4ZYQQgghhBBCCCGEEEJ8BoVbQgghhBBCCCGEEEII8RkUbgkhhBBCCCGEEEIIIcRnULglhBBCCCGEEEIIIYQQn0HhlhBCCCGEEEIIIYQQQnwGhVtCCCGEEEIIIYQQQgjxGRRuSczy7rvvIhAI4B//+Ee0i+KI6upq/P73v0fHjh2RkpKCgQMH4v3334/Y+oQQAjTvurSkpASBQED3b8WKFR6XnBASqzTXevOmm24yrDMDgQB27doFAPjiiy8wadIknH766WjZsiU6d+6Ma6+9Fhs3bvT6pxFCYpRYrlePHj2K4uJiXHzxxWjbti0CgQDmz59vaxt8tydmJES7AIQ4Ze3atQCAvn37Rrkkzrjpppvwxhtv4K677sIpp5yC+fPn49JLL8WyZctw7rnner4+IYQArEsB4Ne//jXOOuusoM9OPvlkL4pLCGkCNNd687bbbkNBQUHQZ5Ik4fbbb0deXh46deoEAHjiiSfw6aef4pprrkHfvn1RWlqKv/71rzjjjDOwYsUK9O7d29PfRwiJPWK5Xt2/fz8eeeQRdO7cGfn5+SgpKbG9Db7bE1MkQmKUG2+8UUpMTJRqamqiXRTbfP755xIA6Y9//GPjZ8ePH5e6d+8uDRo0yPP1CSFEoTnXpcuWLZMASK+//rqXxSSENDGac72p5eOPP5YASI899ljjZ59++qlUXV0dtNzGjRulpKQk6cYbb3ReeEJIkyWW69Wqqippz549kiRJ0hdffCEBkF588UXh9fluT6xgVAKJWdauXYtTTz0VLVq0iHZRbPPGG28gPj4ev/rVrxo/S05Oxi233ILly5dj586dnq5PCCEKzbkuVXPkyBHU1dV5UUxCSBOD9eYJXn31VQQCAdxwww2Nnw0ePBiJiYlBy51yyik4/fTTsW7duvB+ACGkSRLL9WpSUhI6dOjgeH2+2xMrGJVAYpKamhps2LAB1113XcT2WVtbi/LycqFl27Zti7g4436Rr776Cj169EB6enrQ52effTYAYM2aNcjNzfVsfUIIAViXKowbNw5Hjx5FfHw8hg4dij/+8Y8488wzhcpICGlesN4MLte//vUvDB48GHl5eabLSpKEsrIynH766ULbJoQ0H2K9Xg0XvtsTKyjckpjk+++/R21tbUQzcD799FMMHz5caNmtW7eaNmD37NmDnJyckM+Vz3bv3m26/XDXJ4QQgHVpYmIifvGLX+DSSy9FZmYmvv/+e8yYMQNDhw7FZ599hv79+wuVkxDSfGju9aaad999FwcOHMCNN95ouewrr7yCXbt24ZFHHhHePiGkeRDr9Wq48N2eWEHhlsQkX3/9NQAgPz8/YvvMz88XntnRaqjE8ePHkZSUFPJ5cnJy4/derk8IIQDr0sGDB2Pw4MGN/77iiiswcuRI9O3bF0VFRViyZIlQOQkhzYfmXm+qefXVV9GiRQtce+21psutX78eEydOxKBBgzB27Fjh7RNCmgexXq+GC9/tiRUUbklM4task5IkoVWrVtiyZQuysrJMl23Tpk3ITLpOSUlJQXV1dcjnVVVVjd97uT4hhACsS/U4+eST8fOf/xxvvvkm6uvrER8fH3Y5CSFNB9abMkePHsXbb7+NwsJCtGvXznC50tJSXHbZZcjIyGjMcSSEEDWxXq+GC9/tiRUUbklM8vXXXyM7OxvZ2dlhbWfr1q1ITU21rNgBOXvn4MGDQttt3769acM0JycHu3btCvl8z549AICOHTuabj/c9QkhBGBdakRubi5qampQWVkZkjdGCGnesN6Ueeutt3Ds2DHTmITy8nJccsklOHz4MD7++GO2TwkhusR6vRoufLcnVniXsEyIh3z99ddBPXINDQ2YOXMmevTogbZt22LcuHGora1t/H7SpEm47bbbGpf9+c9/jquuugq9evXCoUOHkJaWhrPOOst0n5999hlycnKE/qxmfuzXrx82btyIioqKoM8///zzxu+9XJ8QQgDWpUZs2bIFycnJSEtLc7Q+IaTpwnpT5pVXXkFaWhquuOIK3e+rqqowYsQIbNy4Ef/5z3/Qq1cvoe0SQpofsV6vhgvf7YkVAUmSpGgXghA7lJaWIicnB/fccw/++Mc/AgAeeOABfPbZZ/jHP/6BVq1aYcSIEbj++usbK/Rdu3ahV69e+P777zFz5kz88MMPeOutt/DEE09gz549+POf/2y530OHDmHVqlVCZTz33HMbM2n0+Pzzz3HOOefgj3/8I+655x4AQHV1NXr37o127dphxYoVjcseO3YMO3bsQGZmJjIzM22vTwgherAuBfbt24f27dsHbXPt2rU466yzcMkll+Dtt98WKichpHnAelNm37596NixI66//nq8/PLLIfuor6/H1VdfjcWLF+Ptt9/GpZdeKlR2QkjzoynUq2q+/PJLnHXWWXjxxRdx0003hXzPd3viBEYlkJhDm4GzZ88ePPPMM/jhhx8ag8Ovu+66oIq4U6dOGD16NC6//HIAwCeffIK4uDh8/fXXuOCCC4T262YOzsCBA3HNNdegqKgIe/fuxcknn4yXXnoJ27Ztw9y5c4OWXblyJYYPH47i4mI89NBDttcnhBA9WJcCo0aNQkpKCgYPHoysrCx8//33eP7555GamorHH3/clTISQpoOrDdlFixYgLq6OsOYhN/85jdYuHAhRowYgYMHD+If//hH0Pe//OUvXfkthJDYpynUqwDw17/+FYcPH8bu3bsBAO+88w5+/PFHAMCdd96JjIwMAHy3J86gcEtiDmXWSaVy/9///oeqqiqceuqpjcvU19fj9ttvD1ovPz8fs2bNwmeffYaWLVs2buuuu+6KTME1vPzyy3jwwQfx97//HYcOHULfvn3xn//8B+edd15E1ieENG9YlwJXXnklXnnlFcycORMVFRVo3749rr76ahQXF+Pkk0+OQOkJIbEE602ZV155BVlZWYaix5o1awDIwsU777wT8j2FW0KIQlOpV2fMmIHt27c3/vvNN9/Em2++CUCu8xTh1gi+2xMzGJVAYp5nnnkG33zzDV544QXDZT7//HOMHDkSAwcORGZmJmbPno2amhqkpaXh0KFDjZU9IYQ0V1iXEkKIPVhvEkKIu7BeJSQUTk5GYp5+/fphyZIlWL9+PQDgwIEDePfddxu/37FjB6655hr84x//wDPPPINXX30VO3bswJEjRwDIM0oSQkhzh3UpIYTYg/UmIYS4C+tVQkKhcEtinmHDhuHOO+/EhRdeiLS0NJx99tn49ttvAQBHjhzB5ZdfjuLiYgwbNgydOnXCjTfeiGnTpqFdu3a4/vrr0blzZ5xzzjlR/hWEEBJdWJcSQog9WG8SQoi7sF4lJBRGJRBCCCGEEEIIIYQQQojPoOOWEEIIIYQQQgghhBBCfAaFW0IIIYQQQgghhBBCCPEZFG4JIYQQQgghhBBCCCHEZyREuwB+p6GhAbt370arVq0QCASiXRxCSAwiSRKOHDmCjh07Ii6u+fWXsR4lhIRLc69HAdalhJDwae51KetRQki4RKMepXBrwe7du5GbmxvtYhBCmgA7d+7ESSedFO1iRBzWo4QQt2iu9SjAupQQ4h7NtS5lPUoIcYtI1qMUbi1o1aoVAPmkpKenR7k0hJBYpKKiArm5uY31SXOD9SghJFyaez0KsC4lhIRPc69LWY8SQsIlGvUohVsLlCEU6enprNwJIWHRXIdksR4lhLhFc61HAdalhBD3aK51KetRQohbRLIebX7BNoQQQgghhBBCCCGEEOJzKNwSQgghhBBCCCGEEEKIz4g54XbWrFnIy8tDcnIyBg4ciJUrV5ou//TTT6Nnz55ISUlBbm4u7r77blRVVUWotIQQQgghhBBCCCGEEGKfmBJuFyxYgClTpqC4uBirV69Gfn4+CgsLsXfvXt3lX331Vdx7770oLi7GunXrMHfuXCxYsAD33XdfhEtOCCGEEEIIIYQQQggh4sSUcDtz5kyMHz8e48aNQ69evTB79mykpqZi3rx5ust/9tlnGDJkCG644Qbk5eXhoosuwvXXX2/p0iWEEEIIIYQQQgghhJBoEjPCbU1NDVatWoWCgoLGz+Li4lBQUIDly5frrjN48GCsWrWqUajdsmULFi9ejEsvvTQiZSaEEEIIIYQQQgghhBAnxIxwu3//ftTX1yM7Ozvo8+zsbJSWluquc8MNN+CRRx7BueeeixYtWqB79+44//zzTaMSqqurUVFREfRHCBFj5Ejg+PFol4L4lXHjol0CQgghhBDS3Pn662iXgBBCxIkZ4dYJJSUlmDZtGp599lmsXr0ab775JhYtWoRHH33UcJ3p06cjIyOj8S83NzeCJSYktvn3v4F166JdCuJX3nwz2iUghJDY58iRaJeAEEJiG4MBu4QQ4ktiRrjNzMxEfHw8ysrKgj4vKytDhw4ddNd58MEHMXr0aNx6663o06cPrrrqKkybNg3Tp09HQ0OD7jpFRUUoLy9v/Nu5c6frv4WQpsyOHdEuASGEEOItH330EUaMGIGOHTsiEAjgrbfeslynpKQEZ5xxBpKSknDyySdj/vz5jvZtMNCMEEKIIJWV0S4BIYSIEzPCbWJiIgYMGIClS5c2ftbQ0IClS5di0KBBuuscO3YMcXHBPzE+Ph4AIEmS7jpJSUlIT08P+iOEiLN3b7RLQAghRGHqVOCLL6JdiqZHZWUl8vPzMWvWLKHlt27dissuuwzDhw/HmjVrcNddd+HWW2/Fu+++a3vfGg8DIYQQmxw8GO0SEEKIOAnRLoAdpkyZgrFjx+LMM8/E2WefjaeffhqVlZUY91Nw4pgxY9CpUydMnz4dADBixAjMnDkT/fv3x8CBA7Fp0yY8+OCDGDFiRKOASwhxj/btgX37ol0K4mckCQgEol0KQpoPzzwDpKYCZ50V7ZI0LS655BJccsklwsvPnj0bXbt2xVNPPQUAOO200/DJJ5/gT3/6EwoLC23tm8ItIYSEB+tRQkgsEVPC7ahRo7Bv3z5MnToVpaWl6NevH5YsWdI4YdmOHTuCHLYPPPAAAoEAHnjgAezatQvt27fHiBEj8Nhjj0XrJxDSZJEkICuLjltizvHjsohECIkM/fsDa9ZEuxRk+fLlKCgoCPqssLAQd911l+E61dXVqK6ubvy3MmEuO0gJISQ86LglhMQSMSXcAsCkSZMwadIk3e9KSkqC/p2QkIDi4mIUFxdHoGSENG/q6oBOnSjcEnMqKyMn3F5xBfD223T4kuZNRgZQXh7tUpDS0tJGo4FCdnY2KioqcPz4caSkpISsM336dDz88MMhn9MpRgghhBDSfIiZjFtCiL+pq5MFgqNHo10S4leSkyM7GcQ77wC7d0duf4T4EUkCOnbkxJGxiNGEuRRuCSEkPNipTwiJJSjcEkJcoa4OaNEi2qUgfiY9PXLCfn29/N+tWyOzP0L8zOWXA4sXR7sUzZsOHTqgTKO4lpWVIT09XddtCxhPmMshvoQQEh4pKXJ8FyGExAIUbgkhrlBbCyTEXPgKiSTp6ZFz3FZWAnFxwPbtkdkfIX7mgguApUujXYrmzaBBg7BUcxLef/99DBo0yPa2JMmtUhFCSPMkJwfYsyfapSCEEDEo3BJCXIGOW2JFRkZkhdu+fYFNmyKzP0L8TEYGcOyYXE8Tdzh69CjWrFmDNT/N/LZ161asWbMGO37KpCgqKsKYMWMal7/99tuxZcsW/O53v8P69evx7LPP4l//+hfuvvtu2/umcEsIIeHRsSPjtAghsQOFW0KIK9TVnXDc8qWS6BFp4bZ/f2DDhsjsjxC/otTHp5/O+8FNvvzyS/Tv3x/9+/cHAEyZMgX9+/fH1KlTAQB79uxpFHEBoGvXrli0aBHef/995Ofn46mnnsILL7yAwsJCR/vnc5YQQpyTkwP8FBtOCCG+hwObCSGuoAi3yclAdbX8X0LURDLj9tgxuVE+b15wpwIhzQ1lApY+fYCvv5YFXBI+559/PiQT9XT+/Pm663z11Vdh7zstTe6cSksLe1OEENIs6dED+OCDaJeCEELEoOOWEOIKtbVyVEKrVsCRI9EuDfEjkcy4VcTaK6+UxSpCmjs9ezI6pKmQmQns2xftUhBCSOzSowewbl20S0EIIWJQuCWEuIIilFG4JUZEUritrwfi44FLLgE+/zwy+yTEz3TpAmzbFu1SEDfIzAT27o12KQghJHZp2VIenUUIIbEAhVtCiCtQuCVWtGoVOeG2oUEWbvPzgW+/jcw+CfEzWVkU+5oKdNwSQkj4JCQANTXRLgUhhFhD4ZYQ4goUbokVrVpFLuO2vh6Ii+OswYQoKFm3JPZp357CLSEk9vnoo48wYsQIdOzYEYFAAG+99ZblOiUlJTjjjDOQlJSEk08+WTdPXJRevRiXQAiJDSjcEkJcgRm3xIrUVKCqKjL7Uhy3LVrInQqEEFm8bWiIdilIuDAqgRDSFKisrER+fj5mzZoltPzWrVtx2WWXYfjw4VizZg3uuusu3HrrrXj33Xcd7f+MM4BVqxytSgghEYXzbBNCXIGOW2JFSkrkhFvFcQvYdxpKEt2JpGmSkwOUlspO9GgwdCjw9ttA27bR2X9TgVEJBAAOHQLatIl2KQhxziWXXIJLLrlEePnZs2eja9eueOqppwAAp512Gj755BP86U9/QmFhoe39n3EGMHMmcPPNtlclhJCIQsctIcQVFOE2LS1yOabEGbNmzUJeXh6Sk5MxcOBArFy50nT5p59+Gj179kRKSgpyc3Nx9913o8qBApuUBFRXOy21PRTHrRNat6abjTRNoj1B2SefAJs3R2//TQUKt+TDD9kBQpofy5cvR0FBQdBnhYWFWL58ueE61dXVqKioCPpT6NoV2LrVs+ISQohrULglhLiCItwmJ0dOnCP2WbBgAaZMmYLi4mKsXr0a+fn5KCwsxF4DpfLVV1/Fvffei+LiYqxbtw5z587FggULcN9999ned7Qct4DsohWlogLYtMn9MjVVamuB8eOjXQqih/a6z8uLrnALADt2RHf/TYHWrWW3JWme/PADcP75soOdGe6kOVFaWors7Oygz7Kzs1FRUYHjx4/rrjN9+nRkZGQ0/uXm5jZ+FwjIbcX6ek+LTQghYUPhlhDiCkrGbXJy5MQ5Yp+ZM2di/PjxGDduHHr16oXZs2cjNTUV8+bN013+s88+w5AhQ3DDDTcgLy8PF110Ea6//npLl64ebl8bS5YY53WqHbd2XOBK+fbsCb98zYV9+4AXXoh2KYgekhTcgZGXB2zfHrXioGVLCrduwCiX5s0//gH897/AddcBq1dHuzSE+JuioiKUl5c3/u3cuTPo+169gG++iVLhCCFEEAq3hBBXUDtuKdz6k5qaGqxatSpomFlcXBwKCgoMh5kNHjwYq1atahRqt2zZgsWLF+PSSy813I/RsLTERFngd4tLLjEWodSO2/R02UUrQmUlkJ0t54ASMUSPLYk8DQ3Bwm3r1sDhw9EpS12dnK1bVhad/RPSFDh+XI4cKSwEevcGvvsu2iUiJHJ06NABZZqHSFlZGdLT05GSkqK7TlJSEtLT04P+1IwYAbzzjmdFJoQQV6BwSwhxBQq3/mf//v2or6/XHWZWaqBU3nDDDXjkkUdw7rnnokWLFujevTvOP/9806gEo2FpcR48cYycsfX1Jxy36elAebnY9urrgZNOouPWDspkhEePRrccJBT1fQDI90K0Jo+srJTzBJnN6g6SZC8ChjQN3n4buOYa2XUdbQc9IZFm0KBBWLp0adBn77//PgYNGuR4m2efDXz5ZbglI4QQb6FwSwhxBQq3TZOSkhJMmzYNzz77LFavXo0333wTixYtwqOPPmq4jtGwNDeH99bUyP81EmTVUQkZGeKu0Lo6Crd2UY4tnZT+Q+u4bdUqeg7pI0dkoenAgejsv6nRqhUnAm2OlJQAF18s/3/Hjsy4JbHN0aNHsWbNGqxZswYAsHXrVqxZswY7fsrUKSoqwpgxYxqXv/3227Flyxb87ne/w/r16/Hss8/iX//6F+6++27HZUhMlDs5jaK3CCHEDyREuwCEkKaBknGblETh1q9kZmYiPj5ed5hZhw4ddNd58MEHMXr0aNx6660AgD59+qCyshK/+tWvcP/99yNOx0ablJSEpKSkkM/dFG6PHpWFWSMRShuVYMdxm50NGMzVRnSoqAA6d47eEHxijHaSvrS06Dmjjx+X989OEXdo316up9LSol0SEgny8uRYhB9+kP8fkDvLOakSiWW+/PJLDB8+vPHfU6ZMAQCMHTsW8+fPx549expFXADo2rUrFi1ahLvvvhvPPPMMTjrpJLzwwgsoLCwMqxzdugFbtwLdu4e1GUII8QwKt4QQV6Dj1v8kJiZiwIABWLp0Ka688koAQENDA5YuXYpJkybprnPs2LEQcTb+JyurZHOcrptRCUePym4jI+FW7bi1I9zW1cmdD3V17pSzOVBVBWRm0v1nxsqV8nDMSKO+DwD5/6PlKqqrkzv3OLzfHdq3l2MnunWLdkmI10iSHInQp4+cbav9TpKa5oR1//d/wEcfAX/6U7RLQrzi/PPPN21Lzp8/X3edr776ytVy9OsHrFlD4ZYQ4l8YlUAIcQUKt7HBlClTMGfOHLz00ktYt24dJkyYgMrKSowbNw4AMGbMGBQVFTUuP2LECDz33HN47bXXsHXrVrz//vt48MEHMWLEiEYBNxocPQp06mQsyKqdhmlp4qKiNhOUWFNXJ8dRMONWn9paYOBAQGUaihjaqIRoojwjiDtkZTEvuLlQWQmMGgV8+inw3HPB37Vp03RHO2zeDLzwQrRLQZoD+fnA2rXRLgUhhBjDJjQhxBUUN1VysjwklviTUaNGYd++fZg6dSpKS0vRr18/LFmypHHCsh07dgQ5bB944AEEAgE88MAD2LVrF9q3b48RI0bgscces71vNx1BlZXijtuWLQGDuddCoLhkH0W4peNWn23bgNRU2c3TuXNk9+2njght515ycrRLFNu0a8e8YD1KSoCUFLmzpKlw+LAs0ObkhH7XpYvcKdSmTcSL5TkVFfKIGUK85vTTAQfNWkIIiRh8PSWEuEJtrfxSnph4YuIo4k8mTZpkGI1QUlIS9O+EhAQUFxejuLg47P26nXFrJtyqBauWLe07bpvisFOvqKsDWremcGtEWRlw5pnRmUTIj47brCw5mzXSInZTo1Ur5gXr8cAD8rX16qvRLol7mHUodukixyjk50e2TG7wxBPArbfKnRB6HDlC4ZZEhuRkvrsQQvyNT5rzhJBYR3mxiI/nZBlEHzfF0OpqOeNR1HErOoxf/YLMLE4xGJVgTm2tLCSJur7dxG/CbXz8CeGWhEerVrKwRYJJT296dZGZc75zZ1m4jUXuvRdYtcr4+/p62T1NQY1EgkCA7T5CiH/xSXOeEBLrKIIXnYrECDcFpNpac5dnuBm3SUmyOEysYVSCObW1QG5udIRbP0YlULh1Bwq3+iQkRG8CPq8wu487dvS2bvn1r73bdosWwIYNxt/X18sTXzbVDF/iL/hsIoT4GQq3hBBXUDJuCTEiEJBfPuvqwt9WXZ0sXBjlKTuNSlDEJTvrRBq/OUIo3JpTWytPpFdWFvl96zluo9W5RuHWXSjcGpOY2LQ63syE2w4dvIvMKC8H/vIX74Twrl3lDHAjFOH20CFv9k+Imrw8YOvWaJeCEEL0oXBLCHEFJeOWECMCATlHzI0XaquOAm1Ugl3HrZ+FW78MfVeor2dUghk1NfJw32hEyOgJt5IUHfG/vt5auJWk2B32HWko3BrTvTuwZUu0S+EeZpEn7doB+/d7s98dO4L/6zZKPq8RdXVyJNLBg97snxA13boBmzdHuxSEEKKPz17/CCGxitnkGYQAJ4Tbqqrwt2XVUaCOSrAr3PrZcasIbkZO42hg5X5u7tTWyg7AaImlWqdetCaQVJ4RnToZu5rKymTXE7EmLY3CrRGdOwM7dzpbd+VK/0UtmDlu4+K8q1vKy2Ux6+uvvdm+VUdufb0s3NJxSyJBU+vwiWUee0zOwCaEnCDmhNtZs2YhLy8PycnJGDhwIFauXGm6/OHDhzFx4kTk5OQgKSkJPXr0wOLFiyNUWkKaDxRuiRXRcty2aCGLZ6Lb9bPjVhFqDhyIbjnUULg1p7ZWvgajMfGJnlMvJSU650p5RnTtCrzzDrBxY+gyseass9smffrpp9GzZ0+kpKQgNzcXd999N6oc9mQlJorXa82Ntm2dX0sDBwJr1rhanLCxyqr2Kv6kshI45xxvjodIXehlVMJHHwEzZuh/J0nRibYh0aV7dzpuo8H+/UBJSfBnH38MfPttVIpDfMYf/wj88EO0S+EPYkq4XbBgAaZMmYLi4mKsXr0a+fn5KCwsxF6DMXc1NTW48MILsW3bNrzxxhvYsGED5syZg06dOkW45IQ0fZhxS6yIi4uO4xYQf7H1u+NWEWytXmQrKswnfXETCrfmKMJt27aRd46pOzAUoincxsfL9+LTTwOffqq/TKxgt0366quv4t5770VxcTHWrVuHuXPnYsGCBbjvvvsiXPKmTzjCLWCeuxoNRCYZ9KJTqLISGDZM7mhxu85QOnIyMmRnrx6K49aLDp21a4EHHtD/7vvv5ezgaHDkCMAqITpkZnoXO0KMefddYPhwub0yciRQUOCfSVVJ9Pnd72Qhn8SYcDtz5kyMHz8e48aNQ69evTB79mykpqZi3rx5usvPmzcPBw8exFtvvYUhQ4YgLy8Pw4YNQ35+foRLTkjThxm3xIpAAEhKcke4tXJ46wlWotv1s+P26FHZaWf1Ivvmm8CgQZEpU12dPGzbyXmVpKY1iZAeinDr5SRCRmg7MAD3Ok/sor5nTzoJ2L07dJlYcpDabZN+9tlnGDJkCG644Qbk5eXhoosuwvXXX2/p0iX2CVe49dvQfCvhNiND7qxzm8pKoHVrYMQI4JtvnG9HL7ZC6SQ96SRg1y799bx03MbFGUdiRHNEy44dwPTp0dt/cyZaE3c2d7Zvlzto/v1vOcbp22/ldkpCQmy1CYg3nHaa3NHmJi++CLz+urvbjAQxI9zW1NRg1apVKCgoaPwsLi4OBQUFWL58ue46CxcuxKBBgzBx4kRkZ2ejd+/emDZtGupNZgiprq5GRUVF0B8hxBpGJRAr3My4tXJ4awUrUTeS3x23tbVAdra1KFFVBRw+HJEioa7OeYbr3/8OnHee+2XyE4pwm5MDlJZGdt96UQl2okPcRP2MyM7WH4qsOG79LuY7aZMOHjwYq1atahRqt2zZgsWLF+PSSy813A/bpM4IR7hNT49c3SmKVUek2YR/4XD0qPws7NgxvE6nzp2BY8eCP1M6STt2tBZuvXDclpfLorQe0RRu6fiMLikpodcq8ZaKCuCii4BHHwVmzgRWrwb+8hc5VskoD5/EFseOOW93KpMGShLQo4c7HXmvvAI8+GBsjfICYki43b9/P+rr65GdnR30eXZ2NkoN3oS2bNmCN954A/X19Vi8eDEefPBBPPXUU/jDH/5guJ/p06cjIyOj8S83N9fV30FIU4XCLbHCi8nJEhL0H7xN1XFbUyM7N61eZI8dk39DJFDufSfC7XffNf0X1Wg6bvXug2hlo6qfEa1b64tjSrmOHo1UqZzhpE16ww034JFHHsG5556LFi1aoHv37jj//PNNoxLYJnVGOA5Uo2szmug559W0b++NcFtZKT9HsrKcZ74q9/KmTcGfK/VBx4767nvA28nJFFFaj0OH5PaK6CSOH33k3nOMfTPRpUePyMVMEZkjR4CrrpJd/d27y3VCx45Az548F02FUaPkPyfvCcqzb+VKuZ798MPwyiJJ8rvoDTfE3uiGmBFundDQ0ICsrCw8//zzGDBgAEaNGoX7778fs2fPNlynqKgI5eXljX87nU5LS0gzgxm3xAol49atycnMnLFNNeO2tlZ2k1nNJl9bKwt0kSCcTpsjR4xdT00FtXAbacetnuDTooW4IOF2WZTrpFUr/WtY6YTxu3DrhJKSEkybNg3PPvssVq9ejTfffBOLFi3Co48+ariOSJs00hPexQKtWoUn3MZaVIJXjtvqavmZ3aaNczF7/365ztFeukp90KmTuXDbtq03Qnp9vXyd6Lkra2vlCAfRYzpsGLBggb39L1+un2Wr1IEcIh4d+vcHvvoq2qVoXhw5ImfclpQEt9UjJdxWVvJ+85qGBnkkg/reqq4Grr7aOlNekuT6ePRoeX6EcPNuKyrk5/x99wGffRbetiJNzAi3mZmZiI+PR5mmy7esrAwdDBLkc3Jy0KNHD8SrWjunnXYaSktLUWPw1pKUlIT09PSgP0KINcy4JVZ4EZVgJtxqX3RFBA6/O25ra+UGh1XZFLEwEigv4E7y4cxcT00Fv0Ul+MFxm5AgXzdaamvdy8H2Eidt0gcffBCjR4/Grbfeij59+uCqq67CtGnTMH36dDQYhG1atUkTE6Mjwvud5GTnk2mlpxtPlhUtoiXcKs/ZjAzn4ml5OXD66aHCrToqwUi4lSS5rjDKog2H+npZNNark+vq5O9EXcZZWfbjHFaskIeF65UrPt5/ru/mwoAB8lB9EjmOHJE7UYYNC/48UsLthRcCzz7r7jZXrgRuvNHdbYrg147c+HhgyhTgyy9PfPa//8kRCCNHmq8bCADXXCNHG9x4I7BxY3hl2b1bfu4o7y1+PWZ6xIxwm5iYiAEDBmDp0qWNnzU0NGDp0qUYZDADy5AhQ7Bp06agBvHGjRuRk5ODxEhZkQhpJjAqgYjgdlRCSor+C7pWsBIVOGLBcdu6tXUGWySFW+UF3AlHj8oTm3nxYu4Xamrk688vUQnRctxqrxO9xnI4E91FEidt0mPHjiFOo6IrxgLJ4ZuD3REMP/uZsUgWC9TXAz/8YL1cIOCsI0mSgNRU56KvV0RTuE1IkJ85TsXsigrg5JNDowSUZ22HDsbXpHIOvZg0qq7OePRKXZ38Yi96TDt31p+AzYyqKrmu01JfLzucrUbVEG/Iy2OuaqQxGrGZkxOZ59W+fcCPP4otu2wZMHSodRtl1Srg1VfttW3D7VDfts3f7el+/YIdt2+/Dfzf/8nPADMkSW67jB4tPwcbGsITWw8ckOt+QM5QN+ske/tt4I9/dL4vt4kZ4RYApkyZgjlz5uCll17CunXrMGHCBFRWVmLcuHEAgDFjxqCoqKhx+QkTJuDgwYOYPHkyNm7ciEWLFmHatGmYOHFitH4CIU0WRiUQKwIB99x0ygulkXCrfdFNShITq5qK47amJrLCrdNOG+XluSnn+ikieqtWwKefRrZ3Xy8qwQ+OWyNqa+UXD79PTgbYb5OOGDECzz33HF577TVs3boV77//Ph588EGMGDEiaGSYHex2hH3wQWwPA96wQc6gFMHJfVZfLwu3fnMxR2tyMrVwG47jtkuX0PWVbZs9m5Vz6EWdWV8vO4n1YlmUSdFEf3ObNvYdt0Zt5ro6CrfRJBCQn5leil/LlkV+9I2fMeqYUT73us1kFN2kx+efy+2TJUvMlzt0SI5/sOPe7tQJWLdOfHktn30mt5/CdaR6RefOwFtvAZdcIt9f27bJE4+lpdmr77KzZbHdKeq61+rZtnQp8NJLzvflNjEl3I4aNQozZszA1KlT0a9fP6xZswZLlixpnBxix44d2KOys+Tm5uLdd9/FF198gb59++LXv/41Jk+ejHvvvTdaP4GQJgsdt8QKt4XbFi3MHbfqF93ERDExKFYctyJRCampkRHowr3309L8eazdQhFuAwFgyJDIvpDrRSVE03Grvk70XtZqa+WXKL87bgH7bdIHHngAv/nNb/DAAw+gV69euOWWW1BYWIi//e1vjstgtz5t1Sq8F8No47UTzq8d0NGanEy5Z+2+WKs5ckQWbrW5weGM1HADM+G2rg5o107cZSzaMazGaFSM4rhtyp2Zfuekk4Bdu7zbfmEh8Oab3m2/KdGxozsjlZ55Bpg7V/+79u3FhcCyMuDhh2Xx3YzycuDcc+1FPezbF57ounYtMG6c/6I+lBGSgQAwebI8+qJXL3lCOgDo2tU851bbVjz5ZLGRN0ao51uwEm7bt/fXBMoxJ7NMmjQJkyZN0v2upKQk5LNBgwZhxYoVHpeKEKLNuJUkb4a3kdglLk5+UdHLtrSLOipBLzZA+6LbVBy3NTXiwm1Ghixqey1EhCvctmrVNCejUlC/oGdlyY3zSMXn6zn1/Oy4jZWoBAU7bdKEhAQUFxejuLjYtf3bddyedJL4kFA/ooiHVtEBgLP2h187oK1+b8uW1vE5TlCOR1ycc9dbdbXskNIKt+qX50BAv5NJQemgTUlxVgY9rITbtm29zTo2Em4Vxy2F2+hx6qnA+vVAbq4328/KouNWFEVE79gxvO288oqctX3LLaHf2cmKr6sDTjkFeP558+XKy2XH7fbt4mVMTAR27BBfXsvGjUBRkTy8308oGcYAcO+9wC9/Cbz+OjBhgvyZIs736SO2vVNOATZtko0QTlA/562EW79l4MaU45YQ4l/UFWF8vDviHGlaBALyNaLMmhwOVlEJeo5bOxm3qan+FG4VQdbqJb2mRmw5N1DORXy8s3ObltZ8hFs7zg430HPq+cVxC4Q2iJWohFgRbqON3Yxbs4mgYoHaWvk3i4hakmT/hUu5Rv30ogaICdVe4IaQXVsrP6e1zwb1tq1cTW3ahAq/4VJXJ7+0m0UliAq3TjsJEhNDh+Qz4zb69OwpC7deESkX32efAWPGeL8fL+nQwR2Ru1Urd9r0dXXyM8iqrVteLl9HdsqemyuWlb11q/4zqqFBFj/9Nqqmqko+ZgonnQTcffeJf9ttF598sizcOkX97ElPN29P+K0zl8ItIcQV1EKZW+IcaVq4LdyaRSVoBSvRqATFcevX2dpra2X3sFX+mugkZm5gJaJb0dyEWy+GNBvhJ8et2mEHyNex9p5UHLexkHHrB+w6bp3eo36hrk6+h4xEPLVr08kkY357SVMQEW69EJvdOB5G21BHJXTsaD40vW1b+xmyVtTXy89Io8nJ7EQlOKG2VhZotc++5hiVMGvWLOTl5SE5ORkDBw7EypUrTZd/+umn0bNnT6SkpCA3Nxd33303qlzs7TvllBNDsb14l4lUB+7mzcDf/+79fsLFrO7KyXEnKiE11bg9bCdLV92OMVv+2DE5v9UL4bZbN/2RM5IkP+M///zEiDs/YPUcMbsfGhrcj0pQl8eqnVBfLx9Tv7wPUrglhLiC+gFGxy3Rw03hVh2VIOK4FY1KUBplfo35MBpeqbdcpBy3yjFzKgq1bNl8hFslKiFS+C3jVn1PpqSEio6xlHHrB+wKt7FOba38kmc0tFHrpLHrWlTW91v9bzU5GeCdK9UNx61Rlquy7U6dzJ3gXvy2+nq5rtF7ZilRCU4nZBOhtlZ/Ys7mNjnZggULMGXKFBQXF2P16tXIz89HYWEh9hr0cL766qu49957UVxcjHXr1mHu3LlYsGAB7rvvPtfK1KXLiSHu3bvLEyq5iV6npRdUVkavI2r+fOC668LfjlvCLWBer4s+L5Q6MSfHXJSVJHmbdtq2drLEzQTev/0NuPhi/0xEatXxmJlp3C7WWzdc97S6LWom6CvL5ua6dw2GC4VbQojrULglesTFRS4qQc9xayfj1q+oJ7qyWi6Swm1cnH3hVlnP7nDvWMNvUQl+ybhNTg69XurqKNzawc7kZGYZorGCHeG2VSv7rkU/O26tzl23bsCWLe7uVxuB5eTZbfTM0jpuoyHctmypf/8oblw7ootdMc5IoG1ujtuZM2di/PjxGDduHHr16oXZs2cjNTUV8+bN013+s88+w5AhQ3DDDTcgLy8PF110Ea6//npLl64dlHZqaSnQv788idKrr7q2eQCRiWOpqIhcnr6WRYvk++fQIdkBatb+NmvPuincxsUZv5tmZ4uNhlLqLbfrW2VeGNFOQ7P68vLLgRtuABYsABYulPN9X3rJnXI6QTvaSotZu9iLmCD1c81onhT1/k86yT+Z1DHehCOE+JGEBAq3JBS3HbdmUQl6GbciL1VWDYxoU1sr/xYrIplxC8jn1q5we+yY/OJsR3yKRfwWleCXjFsjxy0zbsWx47hVC2hWUSt+xa7jtikJt1Yvr3l55jNzO0E7iYuT6ACjY6p+1loJt15EJdTVGQu3ShSTHXHNbuSP4rjVCrfNyXFbU1ODVatWoaCgoPGzuLg4FBQUYPny5brrDB48GKtWrWoUards2YLFixfj0ksvdbVsKSnAf/4D/OIXwJIlwH//69623XD0SxJQVma+TEWFfN9Go76vrgauvhp47z3gnHOA555ztp2sLOvfKUIgYC4Ci+5HqbfcFm7tvHskJ4fWl9pIgfx84M9/Bn7+c+CFF4A5c9wrq12sDDGZmcaZz14It+pjLeK47djRnWvQDSjcEkJcQf3AcOrMIE2bSE5OpnUoiUYl+N1xW1Pjv6gEBbvC7dGj8otzU3fc1tScENsj7bjVc1n63XHbsmXTvh7cxM69owi3bdp4OwTcS5RcUKNhkm5EJSj1q5/EbZGXV6uhu05QH8+MDGfCrXLdaUVQ9baNXtyVdqVXjtu0NOP2g6iIovyuVq3sXW9Gwq1Z9m5TY//+/aivr0d2dnbQ59nZ2Sg1uJhvuOEGPPLIIzj33HPRokULdO/eHeeff75pVEJ1dTUqKiqC/qw46yzgvvuACy8ECgvdvf4kSX4uh1PHrFsnT9xlxtGj8jBvtzs9RLn4YnnY/mWXAQY6vCWJie69TxplyEqSLNyKOm4TEoDTTgO+/dadcqm3a0VNDdC5c6hwW1kp12cKeXlyp9QXXwCLF8u/L1qZt1bPL7M2qdG64eT128m4VYTbSBouzKBwSwhxBWbcEiu8Em71xEntw140KiFas3eLIppxC8iNuEgIt8q970S4TUtr+jmdbogfTtEbYu13x21qanSE5VjEiePWzN3id+rq5HtIRLh1EpWgzk73U50k8lxya/Z1NVrHrRPBX9mGtkNf3Ulq5Vb1Urg1ctyKtgMUkdeJ49YoKqG5CLdOKCkpwbRp0/Dss89i9erVePPNN7Fo0SI8+uijhutMnz4dGRkZjX+5ubmW+xk1Chgxwlgc7d3b2bNcGRLvpGNJjYgYW1cn50dHyy3YsSPwySfAsGHhZZK6hVmWdna22HFS6obTTwe++ca9sqnrHDOnf3W17PbV/g69WIykJODMM+Xn2YABwKpV7pXXDiLPLyMXutG6okK7Hlrh1ioqIZr3kBYKt4QQ16FwS/TwIiohOVlfhHIaleDXobIKosKtJIm7jN3CrnCrOAT8FpUgScA//+nuNpVGaSAQmWw7Bb2ohGg5brUuNiPHbUoKhVtR7Nw7ipu0ffvYFW6tRhK4FZUQjpvHC0QmJxMVHuzghnCrPLPS0oLFG3V9YORWVepKLzq8Ghrkl3Yj4Va0HaCI/XaFW2UCNL2ohFatIjtaJlpkZmYiPj4eZZoLt6ysDB0MFNMHH3wQo0ePxq233oo+ffrgqquuwrRp0zB9+nQ0GFhYi4qKUF5e3vi302xmp5/IywPmzj3xb+3ohu++k2MA7KJc923ahOeEVe4HszZeXZ15tEwkePNN4Nprw99OuO0mSZLvN70OoEBAXAhUzl9cnHzPWz1j7L57tGxpPXS/ffvQ32GVZzxokHPXc7iE815l9OwL53mnzbg161RgVAIhpMlD4ZboERfnXoyG0jtt5KR1GpWg7t11S2R2EzuOW1GXsVs0laiEXbvkiR28IpIz1utFJUTTcatugBs5bincimPXcZuQYD6Ds99RhFsRx61dIU29vpULJ9KITE7mRX62er/hRiVoz4f6XFmJG14J6XqdR8AJcUYkD1rpELEzIzxwwnGrvUb9nrPvJomJiRgwYACWLl3a+FlDQwOWLl2KQYMG6a5z7NgxxGluhvifHiySgbqXlJSE9PT0oD+7qIW96mpg8GDgnXdsb6bxOagnIkqSnE06bZq1UFleLnemmAlK0cpLVuetXn450KWL8b0mgpWYKYqZWC4q3KrbVEOHAh9/bL68aAeict9b1bPqOB81VsLt2WfLsQnRQMRxGxen/75l9OwL13GrlMfq/YNRCYSQJolajODkZP5m1qxZyMvLQ3JyMgYOHGg5G+/hw4cxceJE5OTkICkpCT169MDixYtt79dNx62SEWYkTuo5bkUzbtUvk9EQuMwwygvUI1ICnXLvW2VFaTl+XF7Hb1EJ69dHuwTuEYsZtykp/usw8StOMm5jOSrBjuPWbn2kXt9vjluRF1+v2l1K/R5uVIKecKv8JqvOLK/Oh5FjXSmbiPiv/L5Wrex1FEiS/v3r95x9t5kyZQrmzJmDl156CevWrcOECRNQWVmJcePGAQDGjBmDoqKixuVHjBiB5557Dq+99hq2bt2K999/Hw8++CBGjBjRKOB6gXryqtJSoH9/WXg9elTOEB01CnjjDevtmDluDx0Cvv4auP9+a6GovBzo0cN8udra6MRuHDsm179qjPJlRXBa96gJBIwdt4CzSdDOPdfaxZqRISbcKvWI1fLKcoFAcPveSrh10pHphFtv1e+Msro127UDDhwI/dxoXbcct0lJ5m2o+nr5uPqlI7eZ9OkRQrxGm3HLF29/smDBAkyZMgWzZ8/GwIED8fTTT6OwsBAbNmxAVlZWyPI1NTW48MILkZWVhTfeeAOdOnXC9u3b0bp1a9v7dlO4VTBy6mh7aRMTxRqv6kZCixb+c/6pJ7oyIxCIjuPWTuOmqkpuNPktKmHXLvm/XuYdKzl3XuM3xy0zbt3FScZt+/ax2zmhCBEijlu79ZF6/VgUbr2mdWtg+3b76xk5bu3Oou72M0Jpj+iJ3WoRpbzcXBAx+n0i6IkGfjjXkWTUqFHYt28fpk6ditLSUvTr1w9LlixpnLBsx44dQQ7bBx54AIFAAA888AB27dqF9u3bY8SIEXjsscc8LWd29gmRdM8eeTLAPn2AJUuAa66RP//Xv2Rx8qSTjLdj5rgtLQXuuUe+lnbskPdpxLFjcpyDleO2bdvICHZqqqrkOlRNly5y/dGjh/3tKcJtp07hlcssK9tJrnnnzsCPP5ovk54uNlJBqXOslldPjrZxo5y1DFgLt8CJa65NG+vyOGXuXFm8PeecE5+J1PXKxL3aa96oPszJcT45nLo8VqMx/Raf56OiEEKaCoxK8C8zZ87E+PHjG90Ms2fPxqJFizBv3jzce++9IcvPmzcPBw8exGeffYYWP43PycvLc7x/L4RbEcdtUpJ+b64W9QPdj8KtOirBTPyTpOgItyLHWKGqSn4h91tUwu7dQNeu8stORob721de8Fu1cn/bWowct34QbvUct4xKsEdzm5zMruPWqXBr5cKJNHbEPK86hVq3dj8qQf2bzMoc6fOhtANEhmirHcV2IkgCAX3RoDlFJShMmjQJkyZN0v2upKQk6N8JCQkoLi5GcXFxBEp2ArXDb/duefj0sGHAffcB118PzJolC7erVlkLt4rjVukkVigrkydDa9VKFofNqK2V92PmuFWiErZsEfuNbqEndnXtCmzd6mx74TpuFWNRuLnCWtq2NW7zKvsUjUpQ6kORqISEBFm03749WLi18tOcdpqczXzuudblCQftMRYZRaAIt1qMnn2dOoXeP6LYienxW33MqARCiCuoG90Ubv1JTU0NVq1ahYKCgsbP4uLiUFBQgOUG430WLlyIQYMGYeLEicjOzkbv3r0xbdo01Ds4wV45bkUybu1EJfjZcau8BIsMd/d7xm119Qnh1k+O2yNH5GF9bk+Go+DFRDtG6Am30aqf9YRb7Xmvq6Pj1g523Opqx22sZtzW1ckvwmaOW6X+duKa9atwKzI5GeBcXBUhI8PdqAQ7L8ReCNFmcUPKdSTi2lZPKmQ2yY3e/vVEg+YWlRArqIVbxXHbrZscjzBggCwKDhggC7dmKNe9nuNWEW47dJDdt2bU1cnilZVwG42oBD3hNi8P2LbN2fbCbTMp9acTV60ZIvWSaFSCOuNWJCrhpJOChUsRx+355wMffGBdlnDRitkiHY9Gk6YarStyjxihvj6tIoaU+jghwR/tUgq3hBDXYcatP9m/fz/q6+sbh6ApZGdno9TgCbhlyxa88cYbqK+vx+LFi/Hggw/iqaeewh/+8AfD/VRXV6OioiLoD5AFJLeFW6NhLlrBSnRm11hx3Ir8nkhnmdoVShTHrd+iEqqq5EakWy87WoHAqQDiBL8Jt+oGeIsWoXUBHbf2sCMwKpOauJEXGC0i5bj1W2eSyORkgH3x0Ap13eX0ulE7btV1qt+GoKqxM0md8vucZCobRSUkJMh1JetB/6B13ObkyP9/ww3AZZfJ/3/qqfLwdTOU56Ce+7OsTN6PkYil3Y7VpEnRmpxMmQhTTTjCbbjPLLO6Rl3HuRkjpYi6dqMSrOpwbYyLgohwe/bZwIoV1mUJhxYtQq83O1EJWoyE23DeJe08e5Rl/dLhTeGWEOIKzLhtmjQ0NCArKwvPP/88BgwYgFGjRuH+++/H7NmzDdeZPn06MjIyGv9yc3MBeOO4NWpoaR/2VjlGCrHiuBX5PX533CoZt36LSjh+XH7Z8Uq4aa6OW23jXc/BoExO5rf7zq/Y6ZxR6o64OPm6iEVqa+U6w6j82ozbpuK4FY1K8FJwdlpviUxOBui3GyORA66HcrxFhFt1LrKdjgKjqATluKSnR15wI8aoZ7EvLT0h3L78sizYAvI1btVxYuW4zc4WE/tEhFtJsjdpnsiktyLoCWPhXM9eCrfqujUry744l5pqfs7tRCUonUWiwq16uyLCrTLiRnHqipTLLi1bhl5vIqMIjCaHM3v2Ob1e7YxqUNrQ6ozraELhlhDiOoxK8CeZmZmIj49HmebpWFZWhg4dOuiuk5OTgx49egTN1nvaaaehtLQUNQaqYFFREcrLyxv/dv40laybwq3ywI6P13+J1w4tFRUxm5rjNhLCrXIunEYl+M1xqwi3bgk3WvFB5OXOLfwk3Oo5brX3lzI5GTv+xLDjENJzQcUaSv1nJOg194xbL4cCizy79a5F0cnJwqkXd+0C/v53e+uYicJKvSniolULLnaef5JkPjlZq1YUbv2E+nzs3w+0a+dsOyKOW5Hh9bW1cl65laCpdbobUVUl5uoXQRnd4RZeC7fKdyedZD3ZmJaOHWUHthGiHV7KdSHquNWK+yLCLQAMHw58+qlc72RkuCfWK+iVX+T5dcopwIYNoZ+brduhg7OcWzuOWyUzvnNn5xnNbkLhlhDiCsy49T+JiYkYMGAAli5d2vhZQ0MDli5dikGDBumuM2TIEGzatAkNKnV048aNyMnJQWJiou46SUlJSE9PD/oDvHHcGqGXcSvyIu53x21NjfxbmorjNjnZP9lRCsePyy8KXonJTgQlp+gJt5G6B/XKYhWVQMetPezUUeqJDWMVq9+gfiFzIr6qoxJiUbjVm/AvkiQlhYoYZpOTaYVbp0Lll18CY8bYW0dEsLATlWDXcQsYZ9wmJFC49RvqdxyrzGmza0sRCvVGSyiCsIjYp4ijZqMnAgHx62j9evm/bowGMhLGnNZPosLt6tXAQw+Jl0f5TjmXnTsDO3bYK5uVcCtarzmJSrDruAWAgQOBzz8H1q2T/+3mxHWSpN8BJxKVkJ4un2Ntu9vs2TdoEPDZZ/bL6WTCsb59ga+/tr8vt6FwSwhxHQq3/mXKlCmYM2cOXnrpJaxbtw4TJkxAZWUlxo0bBwAYM2YMioqKGpefMGECDh48iMmTJ2Pjxo1YtGgRpk2bhokTJ9ret5Jx68a1YTWEsqk6bpVGjIgQ7WZelxnKuXAalRCt4bBGVFXJjWKvhBsnQ7id4ifHrRYjxy2FW3GcCreR7tRxCyvhVl1/BwL23URqx62fRgGITk7mh2xerRCgdKJaRSW0bBkqfKrPn9m5NJrZPVzsRCXYddwaRSXQcet/zNosbdqERiCoMRMRlftcb7i50Xb0MkUVJEm/g1SPsjJZPNu+3XpZK4x+Y6dO8sRudhEVbletAh5+WLw8QPAzw4lwq84+1kO0XlDKoVcPqlF37KiF28pKeV9W9Owpi/Rr1wJXXSW7b92ivl5uOzuJSgCAa64BFiwI3abRuoWFwKJF9svpJF+9d2/gu+/s78ttKNwSQlxB3aiOlqOLWDNq1CjMmDEDU6dORb9+/bBmzRosWbKkccKyHTt2YI+qZZWbm4t3330XX3zxBfr27Ytf//rXmDx5Mu69917b+46k41YZ3qIgKhj73XELGL/waYl0VIJojrCC4rgF/CXeNjS4P+RYjZNJbJziJ+FWK7wYZdwmJ/P5IYqdOko9fDWS16CbWL0AhjvhlZ+jEkSGMXtZbwFi9bSe+ywQCC2b1vUUzkiEvXtlwcwJZoKwlxm3ZlEJdNz6k6Qk63qzUydzB6ZZHaZci3Fx1p1OynV3+eXAE0+YLytCRQXQp487wq1RLE9OjvmxMaJ1azEncE2Nfsee+rmgbXdoHbd2f79V2UQ76kUdt8qx1Xv2i9TPcXFyeR99FLj1Vnm0glvU1Mj1sJOoBAC4+mrgvfeCP9NrwyqcdJKzTjsn7YRIjpQzI8bTrgghfkArkvnF0UX0mTRpEiZNmqT7XUlJSchngwYNwgoXpiINBOQHcDSuDdEJ8/zuuFXwU8atcu/bjTxQMm79iJdDpem4ldFzAjWF4fyRxKnjVhmympHhXdm8IBAwfzl1Q7hVcrf9Jtz6PSpB6fAycp9py6bnuDUTLMzOe1WVmNvMaHvaNqyCiBir3FeizkY1eqNilOOiddSR6NOtG7BmjXxujFCGzvfurf+90TDtAwdkEVAURcC7/nrgppvE1zNCEW7tOk71MMq4tXKnGiFarx04oJ89rBaSlXpGOdbhZty2aXMiZkIPUcHP7uRk4fDmm/K5OPdc4B//CG9bampq5OOq/b2i0QRt2oSK4KLPPjvYOYba54LRsyJS0HFLCAkbbcXqF2GA+ItoPuyakuMWMHe3Kk6NSA+HtuumVqIS/IbiaPZSuI12xm006mft/W90f/nJfe13RJxZClrhNtpD6r3ADeG2RQv/HZ9oTU6mxexaq66WJ4sxGiYu4rhVCxYNDeJ1gTJ6w040hrKsWX1ox3FrF6NOCOVcp6fTces3zjgDeP112VVrRMeO5hMmqduY6s7uFSuAc84RL4ta6DO65+08S8vL3RVu9e6JNm1CIw9E7lnR2BujSePU5dFmsKrPh17usBVWMQ52HLeik5OF27mdlSXX161aWUdy2KGmRi6/3kgqUfFVe81aPfucmIHsTk6m0LateQxKJKBwSwgJm9pa+YGnQOGW6BFt4bYpOG7VoqyRsKg0SmJBuPWz47YpRyX4IYrAb5PSNXXUriO/CZNu0ZSjEvzguA0EjCdDqqqSh0IbvdiKOG7VIqlW2DXb9/HjsmDjpEPMzCkrUlerhRQnwrHe9pRZ4+m49ReXXgo884ycE2qEVVSC+rpWC5mrVgFnnSVeFhEBz871WFEBnH46sHOn+DpGGNXDeiKn2VB4u5SX67uW1cdKmx8crqPTSrgVnRhZuS6snj3qYxvOO1ViovvvZDU1+mYMO8dYW89bretETNU+e0SPQ7du7k7m5gQKt4SQsNHmCkXL0UX8jVuNMyfYiUpQyulH4VbBrHGndKREWhiLizOf4ViLn6MS3BJu9LIpGZUg42Rosd+YNWsW8vLykJycjIEDB2LlypWmyx8+fBgTJ05ETk4OkpKS0KNHDyxevDgiZVU7br12ZkYLrWBg98W0KQi3Xp5XMyGzutpauFUfU+250jputb/Z7HlcVSULZk7yDs06HK2GLQPhdxYYOcy0s8aT6NOqlfxMzc83XkbEcasWbg8elP//hx+AHj1OLGfWUaHdjhtUVsqOeTdc3kYZt3oip5tD4ZU2pfa4WTluw3lm6LmI1YhuTymH1fJ6593uJJxeUVMTbOJSsHOOtdeI1brt2tmv90WjG7R06SJ3rkTzvZDCLSEkbLS5hH5xdBF/4ZXjVqTRYqczQSmnH4VbdZ6s0T2m3I9OZlW3Szjb92tUgjJpjBsCiF5DNtpRCX6JIvDj/WWHBQsWYMqUKSguLsbq1auRn5+PwsJC7N27V3f5mpoaXHjhhdi2bRveeOMNbNiwAXPmzEEns3G3LqJ2HTUFx61e3eOW49Zvx0fUlRZN4baqSs5NNBIxtM8j7Qu5nuNW/b3ZMGavhFuRCTeNRCqnKOc6PV1sQiYSWf79b6BvX+Pvc3IA1fy+Iajdfm3bnhBuDx0KnmDPKipDO4LCrDNYxPVp5JZ0glE9rBcDYMdxa9XerKmRYwC09426PCKOWzvtWu32nCL67FIvp7xrV1XJ7cpoYyTc2nkuZ2XJk00qiDhulXtIFKfi93XXAfffDyxaZG9/bkLhlhASNnrCrR8cXcRfeCUYiWzX7jB+wN/CkpkQrXbAey3SNTQ4G3IEyA2laLqwzXBLANGbbCvaUQl+Qe/+8otzRISZM2di/PjxGDduHHr16oXZs2cjNTUV8+bN011+3rx5OHjwIN566y0MGTIEeXl5GDZsGPLN7Fsu0pQybo0csXruKTujAGLdcev1M8ss87W6Wv5e9HhbZdzqOW6NRNSqKuczjJuNTBGJG3Ijc1JLIEDHrV+5+mp9cUrBaiSJ+rpXRCpJCr1vMjLMhXt1Xde+PbBvn/GyaWnWTlpFdHOjzWh0T+iNNrJTt1m14evq5GOhFfK0jlutcKuuh7QdSFYYGSTstmXUZTRbV71cq1byea2okIV+J0iSe+0uo8ll7ThutQ5mLxy32naC6PthSgpwyy3Ae+/Z25+b+LQ5TwiJJbRRCRRuiR5KgzAa4owTF7jfhVsrx20k0GZFxZLwZoZb517vXEQ7KsEvmAkmfr+OampqsGrVKhQUFDR+FhcXh4KCAixfvlx3nYULF2LQoEGYOHEisrOz0bt3b0ybNg31Jg/L6upqVFRUBP1pEX3RbkrCrVH5tS9kdn8nhdtgtPeh2WgBu5nl2meH3uRloo7b6mp5iLoT4dZMEBIVbu1mTorUb8y4bZqor/vsbKCsDHjlFfn6VWOVnaq+P7KyzIVbkWic6mp3hVs9h2U4wq1oXa6Xeap13BpNTqasb9fBqT1mkuQspkcph6hwq7iywxFuRUYViOJGVIIiRouu64bj1s6kdHl5wI8/2tufm/i0OU8IiSW0k5Mx45booTRkojFU28k16Wfh1kyI1t6PXuJ2zlq0UYROt/JX9YTbSF5Xehm7fsHsGPslzsGI/fv3o76+HtnZ2UGfZ2dno7S0VHedLVu24I033kB9fT0WL16MBx98EE899RT+8Ic/GO5n+vTpyMjIaPzLzc0NWUZU5NYKt5HqPPACbV6qgl5uqp3fqY5KiFXh1s2YKu19aOW4tTPUWk+YVR9zve+NBIaGBucOVbNOUBHh1klUgohLN5KROsRdzGa61zpuy8pkIeimm4KXs3LcAifuT+3wci0iHVFqx224729G7UK9+sNt4VadG6xXHm0ZtI7btm2ddQCpcZLbqy6HWftH67itqAhPuNVm/oaDmXArWkfaFW4j6bgFot829Wlz3hi7E0EovPbaawgEArjyyiu9LSAhzRBm3JJI4sSN59Rx61ZPtNuYCdGRdNzqzfwtih9dlYprzK2J3fTOhZ3e/XDxs+PWzx0jXtDQ0ICsrCw8//zzGDBgAEaNGoX7778fs2fPNlynqKgI5eXljX87w5jyW5uJ2Bwct3bFL+UYuZVx7RaiQoCbE1Lq1c9mwq1dx6322aEVl+xMTgbIL/xOsibNXtpF2gBOohJEntHRFgiIcxQnrR7qOkpZbvNmoHv34OUyMswdt+r700q4FanvFdHN6X2kxqgzQ09Adlu41evAUbtZtVEIWsdtu3b2HZxanAi3TjJuFVd+RYV83pygjY4IB7OMWzuOW/X588JxqzU02I3Si+a7i0+b8/rYnQhCYdu2bbjnnnswdOjQCJWUkOYFM25JJHEyI6iZA8KISApsdjFraGijS7xE29j0oxhrh+PHZbHHy6iESHZsxZpwGytiRWZmJuLj41GmeTsvKytDhw4ddNfJyclBjx49EK96CznttNNQWlqKGgN1KCkpCenp6UF/TmkKjlulfvE6KkHEaRlJRO9jNztD9PZp5mBWHLdxcWI5t9qXee2QXe33VudEJMdTD7NnqUh9pC6n6ISgbk9oRvxFp07A7t363+lFJZSWAtrHRuvW4pPTuem4dSOiw6gzQ+/+EBU5ReIegFDHplIeO45bu0Kgtk3nxNAgGrmiF5Vw+HDwxHZ2cCLcvvCCfh3vRVSCdh4NLU4d0upj7GQOlGjh0+a8PnYnggCA+vp63HjjjXj44YfRrVu3CJaWkOYDM25JJHEyPD8QsC8K+dkRaBWVEK2MWzv4UaSLhHAbyd/tZ+FWVODxI4mJiRgwYACWLl3a+FlDQwOWLl2KQYMG6a4zZMgQbNq0CQ2qH71x40bk5OQgMQLZJuqX6aQk/9ZtIogKt3bz+5T1/XZtRiMqQa+DVMRxKzrLupOoBK8ct+HcC+r7SlTw92JCM+IfOnY0Fm7V95UiRuplolpFJaiXb9/e2nFrJdwqk8W6JdyKttHddtzqlV+9D20dZifj1qhTRisqa7cpEj8hOl+EnuP20CFZ6HeCaH2tZvx4YMuW0M+9ikowa8O2aROaaWwXu8JtNN8NfdqcD8XJRBAA8MgjjyArKwu33HJLJIpJSLNEm6lJ4ZZ4iV6j0Aunp5+FW6uohGhl3DoVJf3i1FULt15l3EYSPwu3gD/Fe1GmTJmCOXPm4KWXXsK6deswYcIEVFZWYty4cQCAMWPGoKioqHH5CRMm4ODBg5g8eTI2btyIRYsWYdq0aZg4cWJY5XAyOZmfY2DMUH6rUZSB3qQjdrJq/ZrZHY3JyfSOhVn0hOK4FRVQRaIS1N9bXbNOh/yGW9erj5OocCv6XIjl+rE506kTsGuX/ndagc4oG9oqKkGNiONWdOSB06xoNdEWbrWOWzPhVrt/M+HWSIDUTrqm3WZqqnXZResRvYzbcB23TjJu9SbociMqQXv+rK4P7WRzTrAr3Oq5uiOFD5sn+phNBLF+/XrddT755BPMnTsXa9asEd5PdXU1qlUtB70ZfAkhwWgbobE07IDEHtpGYXy89XAaUdQCot+FW784bptaVILXGbeRxO/CbSxfL6NGjcK+ffswdepUlJaWol+/fliyZEljO3XHjh2IUx383NxcvPvuu7j77rvRt29fdOrUCZMnT8bvf//7iJRXfS26GQWwYwdw663Ae++5sz0RjOpmtxy3gL9Es2hk3Oq9bKemGg9LVRy3Vi+1irvQKgrBzuRkgL2XaXW9E257VX3NKOKzVd4koxKaNh07AkaeMq34t3kzcPXVocvZiUpo3drcdWhnssX0dPH9GmHn+nZbuNVmpCr7UEclqIU+O1EJRmXVE271stZbtjQut3odpR7RE/TVxzY9Hdi2TT73kYxKAPQ7JtQT3KnbnuFEJVit60b71u4zQBGXnR7zcGiyj40jR45g9OjRmDNnDjIzM4XXmz59Oh5++GEPS0ZI04MZtySSGM0I6oZwq8ZvHRDql02zqIRIZtw6yRvWwy8iSVWVu1EJRg6ESAmWfhduY51JkyZh0qRJut+VlJSEfDZo0CCsWLHC1TKIXkta4dYtgW/LFuD9993Zliiiwm04jls/dSr4KSpBz2kFnBAszQRU5bpLTAz9TeFOTmZHgFD/NjeFW0YlEEB23K5ZAyxaBFx2WfB3dXXyfaTQogXQuXPoNqyiEtTExYXWV+pnv4jjVlm/KUQl6GXc2olKMOqcMvpd2sx47TbNssH1tm2WSex2VIIT4TY+Xr+Or62Vy67Ug8pkleFGJVjVleE+q504bisqoiPcxkxz3u5EEJs3b8a2bdswYsQIJCQkICEhAS+//DIWLlyIhIQEbN68WXc/bs7gS0hzQSsU+S0fjjQtjIRbN1ALiH7rgFALL1ZRCX7PuNVraPlBKIlExm0koXBLFLxy3O7b58527BAJx62fEB1R4nZUgp7j1irj1mySMLUzTS8qIRzHrTLyRgT1b3Mj49arqITmwqxZs5CXl4fk5GQMHDgQK1euNF3+8OHDmDhxInJycpCUlIQePXpg8eLFESqtNe3ayR1ao0eHfqe9r1asAG6/PXQ5O1EJeqj3IzI5mYKXk5PpEemM25YtzScnM4uKMHo+WEUlmEXM6G3bSrhVjq3ijo6041brWlZQjAra8tt5T7DruHWDWIpKiJnmvN2JIE499VR88803WLNmTePfFVdcgeHDh2PNmjXIzc3V3Y+bM/gS0lxgxi2JJHpRCV5cb2biaDRQuzetohKilXEril68ih+OdaQybiPlMPa7cOsXp3WsI9Lpob5X3cy43bdP3q7XHS8iMTZuOG6V+9VP16bVBC0Kbgq3dicn08u41dY/avFF+0KuFVDtTk4GiF+D6m1b1fVW14Go4KJGdCh5XJw/notesmDBAkyZMgXFxcVYvXo18vPzUVhYiL0Goa01NTW48MILsW3bNrzxxhvYsGED5syZg06dOkW45MbExQHffQcMGRL6nfa+at1av41gdq/pIUnB17+6LhMVPQHvHbfae9Rt4VZvsi31PrQiqlZUNLuHnUYliDpuRYR29XKZmcD+/bKIaBXPYoTdjNuGBnkdvWtTMXFZjZ4wQ1sf+1G41XN1Rwof9isbM2XKFIwdOxZnnnkmzj77bDz99NMhE0F06tQJ06dPR3JyMnr37h20fuuffOTazwkh4cGoBBJJRBy3brx0m8URRAO1cOuXqASnwm119YlhVMCJcxhtt5si3DLjNrr4wX0dKyidHlb3jldRCfv2AXl58stfWpo729RDKzw3J8etnYxbt55Zei4pM+eYXsatVqBUz75uNbGlXlSC3rl0MupDvW0/RyUoAoh6aH1TY+bMmRg/fnzju/zs2bOxaNEizJs3D/fee2/I8vPmzcPBgwfx2WefocVPBzEvLy+SRRZGrx0qer3abcOmpAS3q7RCoFFuqxavJyezus+N0MYRaFHaDHqxEep9aJ35dobxmzlu1aKy9hyLOG7VZTQTqdVlaNNGPq+BgPN3Hj2h24zqajlOwo7jNpxINZHrI9z3PadRCdEgpprzo0aNwowZMzB16lT069cPa9asCZkIYs+ePVEuJSHND61QROGWeImXUQlq/HYdq520folKcNogU17yFdycVCccFOHWLbcdhVsZESGWYq0zRF2WXkUlHDgAdO3qbIITO6jLb0e4dZpx6zdE6iQ/OG7VUQlagVItvli9kIs6bpVcckC83jbLuLVbDzl13NoRbpsqNTU1WLVqFQoKCho/i4uLQ0FBAZYbzO61cOFCDBo0CBMnTkR2djZ69+6NadOmod5PjTUT3JoXQEvLlsaTbvlpcjKti9wtx63ZcdV+p3Umi3b8GO3DKipBxHGrNzmZ1XJutFPtRiVUV8uCsZHjNjExtH0RzhwkosJtOPGMRu+QRu1nOm5tYHciCDXz5893v0CEENTWnmg4A/4TvEjTQk+49eJ689t1rO4gsYpK8HvGbVVV8Iy5dvIJveT4cdlN4BYUbmVEGt/qHE8/DVP3O4pYp34G66EVPt0Sbo8dA7KzIyvcGol4elEJdsrlZ+FWBLczbvWEWyMBQtRx61S4Nbpm1Z2AoqKrNuNWOzTXzjXgNONWZB9NXbjdv38/6uvrGw1YCtnZ2Vi/fr3uOlu2bMEHH3yAG2+8EYsXL8amTZtwxx13oLa2FsXFxbrrVFdXo1p1ICsiZJcLBORrUv0886qOUTpV2rU7sR+14zbSUQlG7R7lHlGeV24Jt9XVxhFhZvuwMxTfqL2rdQM7zbgVjUpw8/rRuoWtEHHcuhl3ILKu0mnhNC7C6H3K6Fi3agVs3+5sX+Hig+Y8ISTWYcYtiSR6Gbfah65T9556Pb/kriqo7zOzqIRIC7duOG79kuWndm+5AYVbGZHrRFTMIMGIirBeRSUcPy5n7fnVcdsUohJEcXNiWLuTk+ll3GrrP7XzT+9Yq5+/opOTaZ8lImijEtTXkrZcVm0JrePW7r1ods6aunDrhIaGBmRlZeH555/HgAEDMGrUKNx///2YPXu24TrTp09HRkZG45/RPDduo3c9hOM+NMNs0i27jlsvoxK097GoqGclMNbUBJsB1FgJt25EJaiFW+1ybjputdtu3Voe9eIUO/nHgJjjVq8zzEvh1mxCTBGMhFujfbtxjzjFB815Qkisw4xbEkm8jEpQOyP8nHFrJiqrl/MatzJu/eS4bQ7CbaRjCexmsBJxROs/r6ISqqr8K9w6mZwsloVbN9G7Z+1m3IYTlSA6Cal69IadqASjycm0wpqdyclErzf1cTG7f5u6cJuZmYn4+HiUlZUFfV5WVoYOHTrorpOTk4MePXogXnWSTjvtNJSWlqLGoFIrKipCeXl549/OnTvd+xEmGE2UJVrH2ImQSk0NdkE6ddy6cc2Z1aNaMdtNx62RcGsmlut9Z2QkcBqV4LbjVr3trCygtNR822ZYZQdrqaqS63i969JMuHX6XFWPxDJC3VnoBCeO22hFJVC4JYSEDTNuSSRxGpVgV6zy23VsJyohWsKt6DHzq+O2uQi3kY4iEBHEKJo5Q/SeU18LbkYl1NbKrh+vX2TUYpdXjtv6en841MPBrXvbSNAw6mDTy7g1m5xMO4RcW3at+GH0zHMSlWA2OVk4UQl28qaNMnbV2BHcYpHExEQMGDAAS5cubfysoaEBS5cuxaBBg3TXGTJkCDZt2oQG1YW4ceNG5OTkINGg4ZOUlIT09PSgv0ig53S147ht3Vo8b9bMcWs3QiXcOsRs9Iy2c0N0VJCbUQnaekZb1vR0fSHQ6NyJZNyKTE5mN+MWAG65BXj2WfNtm+HEcZuWpv9cVd49tHVauBm3VtdHuEKqmXCrV26R8+kVMd48IYT4ATpuSSRx6ri12xj123UsGpWg7UjxEtGXay16Gbd+ONZuC7dG7udIOV79HpWgPg7RFrljFdF7R13/uem4DQTklz+3tmeEWgzwynELxH6+slt1i10B0yjjVuu4NRMJzKISjK5zM6edEerrRE9kMItwsLMtI9THxexZ3tQdtwAwZcoUzJkzBy+99BLWrVuHCRMmoLKyEuPGjQMAjBkzBkVFRY3LT5gwAQcPHsTkyZOxceNGLFq0CNOmTcPEiROj9RMM0atn7dxXGRnA4cNiy5o5brWuci3a6zvcOiQajlunUQl64pzRBG1Gv0tbNu051gq7VmW0E5XQqxdQWGi+bTPsdg5pR8upiVZUglfCrdG9Gs16WfiR/O2336J3795eloWYoNczTYhfoHBLIolIxq0b9aXfMm79OjmZnohu9SLd3KMSIvU895Nwa9X4VjsqlVmC/VB2vyP6vFW/jLs5iZUkuevgNUJkcjU94dbrckWCSEebAMb3rFHdpQio8fEn3Eja0R/qYbl62zFz3JpFJSjPEidRCdr2g3a/istYRPgRbTOYRSWoz3VzEG5HjRqFffv2YerUqSgtLUW/fv2wZMmSxgnLduzYgTjVgyA3Nxfvvvsu7r77bvTt2xedOnXC5MmT8fvf/z5aP8EQvfrHzsgSO45brQtQLTpZRS64PUpLZHIydTlFRD0rgdGsA8dMLDdy3OplmBqVVfs81dadIg7NaE1OFhdn7/miHGe9ddSTk6mPh91OQLPngB5eZdwaHeuYEG779u2Ls846C7feeiuuu+46tHI6dRtxRNu2wJdfAt27R7skhISidZVRuCVe4mXGrRq/XcfqxrXZC2I0oxJEBSE/RyXYnejGjGi7SP2ScWt3cjLl3qNwa40Tx63dlzUr3JzszAgnGbd+63xzip2OHrc6hcKJDFCuLe3oj5SUExPpWF1/Thy3gYCY0UUr3Kq3qxVdlPaFmXDrxHErsk5T6XiwYtKkSZg0aZLudyUlJSGfDRo0CCtWrPC4VOFjJNzaiUrQc9zq3Tt6E2SJOm7dHqVlNTmZWvQSFW6tnjHq91ClM0Ypg94+lHpC73xkZOgLt0a/S0+o1Gbc2pmcLDHRWOj1anI7UZw4bp2UWTk/oo7bcDNu9a4to307GcnjFsJN4g8//BCnn346fvOb3yAnJwdjx47Fxx9/7GXZiIrDh4ENG6JdCkL00fZ0+k3wIk0Lr17OtSKX3ycn80NUglMRXS8qwQ+O26qq5pFxG2mMOhPUAovapeOX6yEW8MOxioTApJ1czUi4dRLdoofi+o413BLk3XB26TluRYflOhFuRV+orYRbOyPIvIxKsBLciL8xikoQFbHatgUOHgz9XM8Bro0g0F6XVqKnuj1mlmUtgp2oBJHJpwDrZ4y6HtBmC2uPuboMRo5bPaezUWeWlcPUblSCWT0SzkRfbqAcZ73OMeXdI9yoBPXzPZpRCX503Ao354cOHYp58+Zhz549+Mtf/oJt27Zh2LBh6NGjB5544gmUhjOlHRGCh5j4FQq3scesWbOQl5eH5ORkDBw4ECtXrhRa77XXXkMgEMCVV17pbQFN8Mpx63SirUihFmTNXvbUL8teiw96QkmsO24jFZUQCVHIL5OTmU0coqB2ofnleogFnNZTbgl8gYC70QtGOHXcOn02+K3+jzRGLik71422E9EqKkG7f5HnsdoBJur8Vm9bT7i10w7QbkvketOuo34WqI+L6POU+BO9jgQ7HSKZmcD+/aGf67Ur9Jys6kxwK8et+vkcroPRruNWpHNZRLhVfoNe5qxWuFXKYJRxa+S4dRKVIFIviXYAeTGJq532oNZ0ocYs49ZOmdXnL9rCrd6+o9lZbtuH0bJlS4wbNw4ffvghNm7ciGuuuQazZs1C586dccUVV3hRRgL5JonWDHaEWEHhNrZYsGABpkyZguLiYqxevRr5+fkoLCzE3r17Tdfbtm0b7rnnHgwdOjSs/YcrGGhnrHXLGev3YbaiUQmiWbhuoG2QiTqE/Jpx62SGcjOMhNtI1ZF+cdwaTRyiPsZ03DrD6bXklngvSZFx3KqvDyPhVpKCr/dw6j+v606viFZUgh7hOm5FnvNqIUFU6NQ6btV1jbZ9YXUdOHHcqoUydSeVtr6ORIcI8Y5wJyczEm71xDs9x62IgxMIFW6NhEtRrIRbJxm3Vs8YdRtDW89oBTi1cGsn49ZpVILI81HruDV6pnsh3NrBLEvYTLi10w5Vd/D5cXKyaBJWc/7kk0/GfffdhwceeACtWrXCokWL3CoX0aCdLZIQP0HhNraYOXMmxo8fj3HjxqFXr16YPXs2UlNTMW/ePMN16uvrceONN+Lhhx9Gt27dIljaUOi4tZ6cTJ315eVv0DsXoo5b7dA8PxxrtfDjhgBiJFjaPS8rVgB/+pP9/ZsJt5HMudW+GOpBx60z/FBPRWpyMrVAJvKb7T4b1PeE3zruIo3Z5GSidYdexq2ocGvHcasWbkXOt9+iEhTh2M2oDxJ9ws24zcw8kQmt3YZWULJy3IrmwwLGUQGi2IlKEBVurdqW2qgEK8etmaMzI8PdqAQR4VZUaPdDxq2RcKvEXugZOOy0p+06bu1MTqb37LIblRBNHAu3H330EW666SZ06NABv/3tb3H11Vfj008/dbNs5Cfq6uTeBDpuiV+hcBs71NTUYNWqVSgoKGj8LC4uDgUFBVi+fLnheo888giysrJwyy23hF2GcCfG0bp43Lre/C7cagVZkYxbr8UHpy5lbVRCU3VYGgmWdq+t998HnnjC/v6NhNtwM+zsIircqsUMP917fsYPxyrSk5OJjrKwK3xph6k3Z9HMSKQQud6UKBg9x61V1qPSNtATMa2EW9ERH2oxQNtJZLdjWO0mE33+qa9ldV2sN4KFjtvYJVzHrR3np58ct2YOS6eTk1kJf+rfoCfcqo+XNirBjuPWaVSCiONWpAPIi1FUdt7HzIRbhXCfnU6iEkSjPfQyle1GJUQTWzry7t27MX/+fMyfPx+bNm3C4MGD8ec//xnXXnstWrZs6VUZmz3HjgFZWXTcEv9C4TZ22L9/P+rr65GdnR30eXZ2NtavX6+7zieffIK5c+dizZo1Qvuorq5GtaplVqFpASkvSk57MrWNTK+E20iLW1bU1MgNSsCe49ZL8cGp+1kbleAXh6XbLlS3hFun94tRI1/Zf6QapUbHQf0yZuRCI+ZE83mrzPwc6cnJRH9zc4xKcHNyMiORwsqJ1LKl/M6il3Fr5rhV7nvl/Go79/TOuboT0E5UglsZt8CJesyO41YvKkG77xYtxB3KxH8YOW5Fn+XKfaTFruNWZHIy9fNZZDItK4yEVqeTk1lh13Grjkqwk3EbqagEs3ok0nMUqNG23fUIN5vby6gEvXMYS1EJwsW55JJL8L///Q+ZmZkYM2YMbr75ZvTs2dPLspGfqKyUZ5bkw5v4FQq3TZcjR45g9OjRmDNnDjIzM4XWmT59Oh5++GHD78MVZWpq5KEx6u2przenL65+HBajRjs5mUjGrdf3orZRJfrique4bYp1hlvCbXk50Lq1/f2bCbd+dtz6RciPBaJ57yjP/khPTuaVcKuNSohF4dYtjF5aRY6L8iKtddxaRSUo21Y6HL2KSlCL0trthpOhL7qs9hltFpVAx23sohchY8fFZ+RQ18vON3PcWo1y077D2cmitovTycmsqK4+0UayOzmZtp7LyNAXbp1GJYjcx04iV6KBmeNWucYSEsK7ftTXsohwa9TBoYcd4daP74TCxWnRogXeeOMNXH755Yj3m2+4iXPsmFwZ8eFN7HD4MHDGGcCWLd7vS28SCb50+5PMzEzEx8ejrKws6POysjJ06NAhZPnNmzdj27ZtGDFiRONnDT+9ZSQkJGDDhg3o3r170DpFRUWYMmVK478rKiqQm5vb+O9wnaxWjlunvaR6D+lo9mxrEc2uFZ3EzA30Xq5FhVttZ48fHJZun2+3hNuKihNuazuYRSVEso62auwHAoxKcEo0j5XSAUPHrX9wqw4zemkVFW6PHtV33CpClFnWYFJSqMAlItw6iUrQPnu0Gbd2nqFOMm6tohJi8RokMnrXrJ32qdG9bNdxa4W2neK1cKsW2eyM/DGr26yiEtT7SE42d9y2aqWfces0KkGkTrbjuHUbpT0och60bXc1dkceGKE+niLlsvNOqXcOjd5bIjkqTRThV9uFCxd6WQ5iQmUl0KZNcIVMiBXvvQds3SqWR+M2fOn2L4mJiRgwYACWLl2KK6+8EoAsxC5duhSTJk0KWf7UU0/FN998E/TZAw88gCNHjuCZZ54JEmQVkpKSkGRy0YUrGmkbmdpGgtNeUr31IjmBkxXql2CrBqzdLEinOM24ZVSCfcetE+HWyM0S6Tra6DioY1MYleAMvwi3XpsL1HUNhVvvMRIpRI6LMllMbW3w6Bi1oKL3DFNvW7RTUOu4FY1KMJuczKkRwe2oBDpuYxs956EbuZl2M26t0BNuvdIctG3E+vpQ97ATnEYlGIngevedHcet3XOszcqO5LNHOd+pqdbLKsfZrK0cbvnVHcFui6d659BI+DV7l4zWu6HPDMBEj8pK2XH744/RLgmJJb75Bhg4ENi3DzjppMjum8Ktv5kyZQrGjh2LM888E2effTaefvppVFZWYty4cQCAMWPGoFOnTpg+fTqSk5PRu3fvoPVb/zQeSfu5KG5EJZg5bt0Ubv2EyHBzILLORaezYPt1cjK3HbfV1e4It9ohx6Jo3WNO9x8uRteu8hKnFW79IuTHAn4QbvWGBLuN+voQrWeao3Dr1gtlfb3xPas9Lg0NwXWnEpWgddxaOUjV4qz2hV0041bUcSuacWvnOhBdVjQqgY7b2Eavs8HuiDC9NkkkHLeHDomX0Q7ae0SbZe0UM+FWe19ZZdwC4scd0BdunRim3HKs2kU5XnaEW73jozx7wq237DpuAfG2u945NHr/MOv8iNZoTB+/ohIFJSohEkPeSdNh82Y5KiGcmUGd4rdJnUgwo0aNwr59+zB16lSUlpaiX79+WLJkSeOEZTt27ECc29OWqvA6KiEc4dZvw2LUiAq3ZsNAvSiTuoFqR7hVr9dUhTorp6ko4eQ2613T0RBu9V4K1OVQHyu/CPmxQDSF2+PHI+e4ra09cQ3Rces9dXVyJq0WPReo9jlglHELiDu1nGTcigoG2vxPq4xbO45bkWVFoxLouI1t9OoQLx23auE2XMetV1EJ2mvazuRkZnWHVVSC+nhZOW6NMFpWK+KF6xKNlnArgnq0nBJzpcUNx61auHXTUKN3Do3eSf04OZl3b+bENRTHLR/exA4VFbLTNhrCLR23/mfSpEnYvn07qqur8fnnn2PgwIGN35WUlGD+/PmG686fPx9vvfWW4327EZWgdvFYTS6ixqzh5/eM2+PH9V+ktajL7LUgqnWUxrLjVnttBALhu9eMGvBO6kgnZZEkf0clqMsRi47bWbNmIS8vD8nJyRg4cCBWrlwptN5rr72GQCDQGFcTDiLn0qthfVVVcp0UCcetWhwUvX7DuY6au3BrNixYe1y09Xlamn7GrRqzjFtAPIbHi6gEbfvC7DpQ/w7RaCLRqAQ6bmMbvWvWrhikd5/ojaTRXit+zbjVK6dbk5M5iUowaqPpHXfRY2o00kkUvwu3SUnmz2A3Mm7tRiWItnGMhFu93+LHUZgUbmOAyko5244Pb2KX9HT9gPVw2bfP/HsKt8SMaEUlWO3Xj72rakSFWzVe34tOHbfa7G0/CHV6L+xelcnutt3uQIiGcKs3dNBIuI2FZ8iCBQswZcoUFBcXY/Xq1cjPz0dhYSH27t1rut62bdtwzz33YOjQoa6UQ+RYeTXJhjoqwes2qtaRrfeb9TpfnBKrwq2bk5OJZtxq63Mzx61Z+dRCl2hUgla4dTI5mVVUgtn9pf49TiYnM4tKoOM2ttET8o0mDDVC737RMydorxU7olOkHbda4daNZ5P6NyQlnZgEUW8f6qH4dh23ImV1Ml+Gk3rELZwIt2b1Yrj1lvb8uNl2cSsqIVpQuI0Bjh0Tyx0hzjl6VI4WaCocOyYLPOnp7jtud+wAsrLMl/GTS5H4j3CjErQvg6LCrdV+Iz05md1t+1G4deq4DWcCGK/QcwH7RbgFQuvVr78Ob/+RdDibZf0q10usTU42c+ZMjB8/HuPGjUOvXr0we/ZspKamYt68eYbr1NfX48Ybb8TDDz+Mbt26uVIOkWtJfWzdRLlnvJ4EERATbt0kVoVbtzDqyNQ7Ltq60yjjFnA/KkG9b9EOBG3GrbquEZ0Uzar8ZqiPi7pdQsdt00I0OsMMI8et9t7UXit+jkrwQrhVd+AkJZlPFiaSoWon49bpcmqcOPfdws75VmLO9MroVkavk8nJ7GTcarfHqATiKpWVQMuW0S5F0+btt4H8/GiXwj1++AHo3l0WedS9jm6we3foZ9GaXZHEJm5EJZiJhUbDlJwIt17yxBPAXXeJLy8q3GobgF47bp0It1r8INT5VbhV3DWSdOLcVleH98yKtMO5qUUl1NTUYNWqVSgoKGj8LC4uDgUFBVi+fLnheo888giysrJwyy23CO2nuroaFRUVQX9aRIVbL+o2JePWDYHCCrX4b1TPhNNprM3ri/TLs1u41R4zeh6G67g1K6OVcKt3PpxEJahf3q2iluxc23Yct3pRCcy4bVq4VYdo7xeR4d7aa8msbmxqwq3eRG1mwq1ePRduVEI4z9toOG5FtQK149aojNGanEzkHcJOxq3V5GTReGehcBsD0HHrPVu32ney+ZkVK4BBg7wRbg8cCP43RVtil2hFJViJQZHOuP34Y2DTJvHlnWTc+jUqQXtc/SDU+VW4raiQR0+oBYS1a+X/Oq3f/ZJxq/5NsRSVsH//ftTX1zdO6KiQnZ2N0tJS3XU++eQTzJ07F3PmzBHez/Tp05GRkdH4l5ubG7JMtB23KSmRedFUX0NeTIBqd4h8U8dOVIKdjNtAwPh6VG9bNCpBLaZ4EZVgd3KycKMStI5bCrexixt1iJ4IJtJWjRXHrZ3JyUTF56Sk4Mx1bV2i7hCxc5zMllW/C4f7LhFp4VY7sZ0Zym+zikqItONWtK7UM/YYvX+Y7TtaI3Io3MYAiuOWw8+94/BhoE2baJfCPdavB3r18la4VR5Sx4+zY4HYw23HrVsZt5F23Nrdl/blWAS/RiVo8YPjVusa84twW14OZGQEN0x//FG+j44c8X7/bmDXceuH68FNjhw5gtGjR2POnDnIzMwUXq+oqAjl5eWNfzt37gxZJprC7fHjxsMm3UZ9DXnRHtYeo1h13LqFWVSC9gVZPdM4EByVoL3vJcnYieskKsGqbHqoX8i17RG7k5OpEa1XtaMLzDJum/M1GOu4UYfoiWoik1+FMzlZUpK3k5NpYwzsZP4amYW0jlu1cGsWQWLH8Wu2rPqZFO4Q+0jf93YcsoGA/Ke9ttXtNTcmJ7PruBUVbvVGHxm1N83aTdGKsfFZcgPR49gxRiV4TUWF/GLcVNi2DejSRZ5EzG3hdv9+oF27Ew31w4eB1q3d3Qdp2kTTcesn4VaS7M+ma1ewiJWoBDpujVGE2337ThzbvXuBrl3ljl2v9+8GZpOT6WXc+uF6MCMzMxPx8fEoKysL+rysrAwdOnQIWX7z5s3Ytm0bRowY0fhZw0+VUUJCAjZs2IDu3buHrJeUlIQkvQOnItqO23bt5PPl9egbo2vICqezTceq49brycn0XliV3EMFRbhNSNAfJWLmwA9HuHWacRvO5GRG5TdDLR6YRSXQcRvb6F07dutJZdh/WtqJz0Taqtr712y/bjturSYgdBqVoNzfes8yp1EJdicnE3mOOpnUKpqTkznZn/baVnfGhRvxohbeRSfzC9dxaxSVYDTKMVoxNnTcxgCVlXQ0ek15uTwUtalQVydXfHZya0Q5cADIzZU7FADg0KGm5VYm3hPuMFcr4dYoz9Fvk5OFu32Rdb12LupFJTgRO/zgsIy0cCv6exXhVt1Q3L8f6Nz5RD3sZP903DonMTERAwYMwNKlSxs/a2howNKlSzFo0KCQ5U899VR88803WLNmTePfFVdcgeHDh2PNmjW6EQiiRNtxG6mYKe015Hbd7FfHbUODPTFWnYUdDuFk3LZsKb+76I3IiovTj1DQblsrfog6bkUnx1RHJUR6cjLFtabdPycna1q45bhVu0cBscxyuxm36vvXrxm3WkFWjZ2oBCeOTiC8ycms6mT192b1iBfvJHaEW2X/2nXcnDxUfX7UdaXoOmbo3TtGRgEzob5Fi+h07NJxGwPQces9yjHWTk4Rqyi/wauohNzcE9ttajETxHuiFZVgtV+9B3qs1weRjkqIj3dW5/jBYelXx62ScatumB49CmRnx47jVnud6JUjlhy3ADBlyhSMHTsWZ555Js4++2w8/fTTqKysxLhx4wAAY8aMQadOnTB9+nQkJyejd+/eQeu3/mmoivZzuzgVbpXJNey6/tWohdtIOG71riGFcPevrf/9krNsd/IepYMy3Al/ROIMFLQCrVIGPWE/KUmu06y2rTdRl9750AoedqMSrDp+za4DrajuxIVlFZVAx23sonfN2m1TGkUl2HXcmhHJqIRwHbdG94P6WaaNStA+58Jx3DoVbgMBcY0hFhy32k4J9TUU7miVFi1COytE1nHquDUyCpid72jVzRRuYwAl45Z4iyJyOnU3V1UBO3cCp5zibrnsonZoeyHc7t8PnHTSie0eOsSoBGKPcN10ek4cdQPCacat06G40UKkAei1AKaNexBtAGpFFj84LLU5jX4RbtUZt8qxPXYMyMwMT7iN5PFuapOTAcCoUaOwb98+TJ06FaWlpejXrx+WLFnSOGHZjh07EBeOKiqIU+FWOfZuCbdeYyXchjs7ufaFzi9RCXZ/l3I9hCvcisQZKBw7FnodBAInJq9Tk5wsC7cijlv1c1zkWdaihVib12pyMq3z2mi/Vp3IIlhFJdBxG7u44bjVc5mKCIjhZNx6GX0TzuRkouKc3jFTt5dFHbdaodXsuFtNTqY8T4zWV+/HbHSgF2YSN6IStI7bcCcnsyuKhuu4tSvcRqtuZlRCDODVEDcSjJLJ5ZQ33wROPdW98jhl3z4gK0v+/5QU93tNa2pkhy0dt8Qpbs8Irm1AOM24NXIFeoHSyHO7EeZkeKmbxHrGrduTkxm9/DgRbtU9/MePhyfcRvp4N7WoBIVJkyZh+/btqK6uxueff46BAwc2fldSUoL58+cbrjt//ny89dZbYZfBqXDrxvWtdql7PTpBew1p96fteLGLntPSD6KZU+E2XOwIt0YCvp6jOyVFbmuLZNyqf7fiWNPiJBvSbsat0TbdiAoyi0poTo7bWbNmIS8vD8nJyRg4cCBWrlwptN5rr72GQCCAK6+80tsCOsCNzh+nk5OF47gFvBNutYKXnc5DM3FOXQ/oxUsYbcdo1IlePRqO49bPEw3aKZs64sXLqATl/Ileh+Fm3BpFJfjNcRtzwq2din3OnDkYOnQo2rRpgzZt2qCgoED4QUCaH+EKt0eP+uNFc+9eoH17+f+9cNwCsqNXnXFLxy2xQ7iikfaF3a3JybQ5fV5i190v2niprg5+gfajcKs3XMwPDksvohKMxCy7wq0SlaB23LZu7bzh6MfJydQNfz8I+bFCOI7bcF8k/RSVoO14sUtTcty60RY1E2619Y6ecGt0PSQny3WakeNW7YSzG10k+jKtFrW0dY2dSdH0HLd2R5yo968V25qL43bBggWYMmUKiouLsXr1auTn56OwsBB79+41XW/btm245557MHTo0AiV1B5u1LF6IqTXjlvAu464cDNuRR23ZsKtSD2hJwSaHXf18dI79m4IfZFyQYuuY+S4DffZGWnHrZOohGhl3MaUcGu3Yi8pKcH111+PZcuWYfny5cjNzcVFF12EXbt2RbjkJBZIS5PFV6fs23dCMI0mWset28KtJAVvl45bYpdwXyz1htm7kXFrJQy4ieKiDATEHv56Q06NlovUcH8g9FyINAD1BHI/OCzdPnZmThI7wmRFRajj9tgx+TOrHDA3HL9u4MRx6wfRLBaIpuM20lEJ6t+gvbbD7Xij4zYYo4xbPTHx2DH9jki9+ic5We7w17tutNEpIsKTeh+iL+/aqAT1s8dOxq1exns4jlu9XN/m4LidOXMmxo8fj3HjxqFXr16YPXs2UlNTMW/ePMN16uvrceONN+Lhhx9Gt27dIlhacdyanEw0KkE7rD8cx61TrMRF7TVtN+NWJPvUbBIzZTtW58Vtx63VPkVEWaM6OVycCrdax626/RbOdR/pjFsnUQl03Apgt2J/5ZVXcMcdd6Bfv3449dRT8cILLzTO+kuIgjJMQpkF1yn79slDV6PN3r0nhFvRikwUxdGSkuJvx+3VVwNlZdEuBTHC7agEUeHWShyMpOP28GFZeEtONm9gqpcXuc+OH4+scKtFpAFoNNN4tIU6rXAbbpm021PjNONW7UZLTbXfuHWyfzcwejmL9agEPyBynerVbW64wUQ7lNzAKgvR7H4TQW+YerTrJMDZ5GRuRSVY5dAq6An4RtEGKSlyu1HvXKm37eR5LHrO3My4VZfRiUtROzmZHyfI85KamhqsWrUKBQUFjZ/FxcWhoKAAy5cvN1zvkUceQVZWFm655RbLfVRXV6OioiLoLxLoXY92XZN6IqRRp4ZVzqrRvt0Ubq3iHb2anEzrYjc7zurt2BkVFe2oBK/MJXbKphxXrTirFpXdiEpgxq0+MSPcOq3Y1Rw7dgy1tbVo27at4TLRqtyN8HroGZHjEVq1koXbpuC4VUcluM3u3UCnTv533P7f/wHr10e7FMQIr6MSjBqOVoJxNBy3em4KPRSh1wqlPlPw+sVPey5EhVvtS74fhDq3JyczcyOGOzkZIDaczI2oBjcwassYTU7mByE/VhA5l0Yu91hy3FoRbseb3v3vB8etncl7AP9k3BqZIawct3aEW23sjqgAoX4ht+r4tROVIIp2IiKjqASvc6P9wP79+1FfX984qaNCdnY2SktLddf55JNPMHfuXMyZM0doH9OnT0dGRkbjX25ubtjlFsGtycnciEow69Swmt+hpgaYNUusvFb3bSQmJ9OibX+ot2NnVJId4Vb7m5qKcKteRyQqwShD2Az1NS9aBzLj1mc4qdi1/P73v0fHjh2DxF8t0arcjThyRM62A/gi4xXKS3FaWniOW2U4a7TF9r17Ac1t4ho7dwK5uaHCrYigFCmU40/HrX9xW6TTNo5jIeNWqXdEHbfl5WKO26NH5bpMIdKCqEgDUG8Gcj8839yenMwt4bayUnbXahuKToaTOdm/l9BxGz5OhVs3HKXh5srawaptZeS4FW2Tadf3i+NWVCxQiIZwqxeV4ES4VT/LRQQdbSetqFBmNpGOHeHWjQlNzaISSChHjhzB6NGjMWfOHGQKDnMsKipCeXl549/OnTs9LqWMXh1iV4zXc/YZTU5mFpVgNcmemUv2+++BSZPEnsl2hVu7k5MZtXnsHNdwHLdGdVIgYOycB9wRbr2aQNlph5fZ5GRGk0yKEGnHbSxl3Dabx8Pjjz+O1157DSUlJUg2GUtVVFSEKVOmNP67oqIiquJtWdmJYe9KD4Rf3A1NhYoKWRwPNyoBkBukkRw6qIc6KsFtPvsMGDhQFocUM7rVsJhIc+iQ7Djevz/aJSFGuC3SuZlxG2nhNilJrjOs8KvjVovTqAQ/CHVuZ9y6JdwC8kuB1iXiZAIHBbfjSqwwezlSrhdm3DojHMdtuC+SkmTfTeMW2mvKSDAQfaGPdsyMEXbbWG5OTmY1gZiCXl1n5LRSohKsMm5F0J5zUQFCPaxX2y6wk3Hr1AGnHdatFny0z8Zom0G8JjMzE/Hx8SjTuC3KysrQoUOHkOU3b96Mbdu2YcSIEY2fNfx0ABMSErBhwwZ07949aJ2kpCQkRapxp8KNOlbvmjYSw9TXip7j1qgsVp0k5eXyf9evB3r1Mi+vlbiojTFwa3IyO/eJiMinVxdZOTDr6uQyehmV4MVlLFo2dX2rXUd93tV1ppPOKC8nJ7OTcWuWs07HrQV2K3Y1M2bMwOOPP4733nsPffv2NV02KSkJ6enpQX/RRO2eDOcljRijCChuCLdeTAZmF2UGcgU3h1p98gkwdKg/fqcRZWVA9+7hn0viHeG+EOtNiOVWxq22wenVS1MkHbduiw9z58r3md5Lq8iLt58dt34UbpU6XNtQbsqOWz9cD7FCNB23ZkgSsGaNe9vTtmX0JicLJ+NW2+nul6gEu8Ktm/eOnvCqd93o1XVGDmjRqAQRnLqk1c8u7XWlfa7ZybgVoaFBPCpBr3xNjcTERAwYMCBo/hllPppBgwaFLH/qqafim2++wZo1axr/rrjiCgwfPhxr1qyJ+khZNW5k3OrdEyKjw7TXUjj12ZEjwPDhwBdfWC9rd+SanfrNaVSCXqSX1Xb0jpdo5qmeWGlVt2nLqHffRzsqQSvcqq9t9agL9facOm69mpzMKOPWblQCM24tsFuxKzz55JN49NFHsWTJEpx55pmRKKqrqN2TVrMkEmcoEQdpac4zbpUHsV8ETa8aenFxcmWVkiLmEowG+/YBeXnh5RUTbwnHEaTX6NXLuHUSlWD0EuaFeBspx60XAtittwKff66f6x2O4zbaQp1exmU4zjW3hFvl+tMO7wunM9cPx1tbDrXrxw8O7Fghmo5bs7bGli1A//7hbd8O4cY2+DUqwYnj1sty6103elEJyclAz56h6ycnAwcPuiPchuO4NTqmett003Gr10FoNsS6OTBlyhTMmTMHL730EtatW4cJEyagsrIS48aNAwCMGTMGRUVFAIDk5GT07t076K9169Zo1aoVevfujcRITVQggN69Yvf9zI5wq41KEHXcWnHkCPCzn7kn3Krb1G4It1ZxC2YZt0bYzbhVi8FGjttw3cLRFm7VdZf22la3d9WuaieOWyfXqqiQqne9mUUlGF2b0XLcxtTjYcqUKRg7dizOPPNMnH322Xj66adDKvZOnTph+vTpAIAnnngCU6dOxauvvoq8vLzGLNy0tDSkqS1JPqasTM4UBeSK0Km7hhijOFTDcdxWVsrr+0G49cohqB5GKPI7ozW8a/9+Wbil49a/hCMmqoc4KmgbWNXVgF70mUjGrXbbyjp2e4ytUBy0opOTlZcDp59uvdyRI0Dnzif+7fZL/Lvvyv8tKQF27QI6dgz+XkQM8uvkZJF03DoRhfQmJ7NqE9iZeMNL7JbDL8JyLBCO49aNqAQjNmyQ/3v4sNhogXAJN6P8+HG5HafgF8et3Zd1t+4dkQkFFfTKOGuWvkhlFZUQruPWbsYtEFxOO5PUOcmc1Dq71e0SvfZNc2DUqFHYt28fpk6ditLSUvTr1w9LlixpnNdmx44diItWJksYuNH5k5AQ+pwXqeu017hZWazE5CNHgL59gU8/tS6v145bvTaP3X16Idyq22d6y5kJi6LHINoZt+r6Vns9aZ+fyvPDiePWifnMSU6vgtG7ITNuw8Ruxf7cc8+hpqYGI0eODNpOcXExHnrooUgW3TF79wKKUVjkJY3Yp7wc6NQpPOF2/37ZeRZt4VY7BMtNysoAJZVE+Z12sokixf79QJcuwNq10S4JMSIckc5I9NMKt3qNOCcZt0rjxAvhVolKMHPcKvsWddzu3QsMGHDi3/Hx7vYKL18OPPMMMHmy/O/nnw/+npOTnUCbmalG9Lyo63R1D78kWQ8nM5vN1y/CqNHLpB+uh1ghHMetl8d42za5LtqyBTjjDO/2o2B0vymTxljpPlVVwR1+dNzqY1THa9ueRp1WolEJIp3/2mggNxy3dp4DTqIStG0YdV1nNUlUU2bSpEmYNGmS7nclJSWm686fP9/9ArmAVvR3YmhJSJDbTGpEhEptJ4DZvaFXLuW6jI+X77NWrU44Kc3eM0XKpl7fTv1mNMpILybH7FiLvCeH67jVvjOEMzmcerloZtxqhVut41bPMBPuhIui90w4db8T4ZaOW0HsVOzbtm3zvkAeo45KEHVmEXtUVMhh6+EKt5mZ8s0fTeH28GGgTZvgz5SHT7jCU2lpqHArmrsZSQ4cAPLz5YnUiD8JR5QxEm61Ifl6jRsnGbdevQQrwq1Zh9y77wIXXwx88MGJ5bVoG9HqXHRALr+bsSaHDwNjxsj7LS0F+vUL/j6WoxLcnpzIbKJK0fOivDABJ1wiSmPSKirBzKkX6eMtMjmZyOckFJGOsGgJt0OGALt3eyPcaq+pQ4dOjFBTowiwIsKtqNMykkRrcjKjezZcp7abUQnaaCCnjls12uPt9uRk2jaM+nw1V8dtU0V04lwz7EYlKJ1U2uvY7N7Qu9fVE6Ir91mbNtbvfdHIuHUSk2Ml3objuNUTt82Ov+h9HytRCcCJ3+/EcatG1IwmKqQaTU4WKxm3MSfcNje0Gbd03LqPEpUQTsatkvV47Fh0hVv19aKgiKzhpoOUlZ0QhJRtHjpk/ACP1oQKiuOWUQn+JRzBQM+tacdxayXcRkrcqKiQ6x2zCJxZs4BrrgF27JBFUrUgqy6bumFRVhZcB7gdQaB0UimOWy2iwq1WhPaDcKsVAfwwOZlasFdeWhR3iZXj1uwFKpLH2+zFzOh6oeNWHJFjpfdi60ZUgtlzfvt24Kqr5EiVcNETXrVOnIMH5U5bLcoLppU4oO24iVXHrdf3TriCdkaGvL7e3M/qbYu0Id1y3GqvJfW+zepKJ0OXtdeZul3SnB23TRGrie9EsCPcKssqeoF2kj07jlutcJuWJkdj7d7trnArUjcrGAm3evu0qj+snJx69b/ZyA0r4dBKuNUeA73y+TkqQZtzro5KiESd1qKFmBlCbw4Us4xbvzluYy8wppmhfsBzcjJvUF6M3XDcRjsqQU+4TU0NHWYT7raV36nn8I02Bw4AOTnRqVCJGOFGJWjdmtoGhFPhVq9R7ZXApbjgzTrkJAm4+25Z+NAbIqVXNrdzWrWUlweLm1qcRiX4QbjViuDhCjduZNwqHYvAiR5+5Rxb5bSZvUBZ3Qtuone+FdTHQf2i4ofM41hBNCpBO5TU63vu2DGgRw93hFu9el/LwYNA27ahn4vea1qHvB/qJMC+mBeNjFs7KCO39MQfu9v2wnGrxex4ap+3IphFJVg576qrgW+/tbc/4h+cOKrtCLdqF6Adx60e6lG+yn2WkyMLt2bYHc5vZ0SoWcatUVSC0/lW7HZQqY+9nmhsV7jVI5Yctwrhdka5EZVw6NCJ/zdy3DrJuI2G45bCbQzBycm8QXG+hSOM+0W4/fHH0MmC3CqTegZ5EcdtNPjqK3l4pt/EZBKMF1EJ6u0ZNW6s9qvXgPT65d1qJMVJJ8n3tR7asklSaCPHi/KbORlEGoB6Q+38IpKoCddZZuW4Fdl2RcUJx61yrSjuyViJSrASsPVedvx4PfiVaE1OJiKsZ2XJbYdwMbuGFMyEW7svpXbW85pYyLi1I44oOYh6HYB2j7nWcStar2qf9WbPNLPjKXJdWq2j7qSyEjkWLgT69LG3P+IfnDputc95M8etsqzWHWr33lK3TRXhVnHcmiHiuDVzuFuVyW5Ugt36U8FuPRqO41bvvtc7Jn7LuNVOTqYXleD0+NvF7De0bQusW3eiPFoxVokY0WLluKVwS4LQTkbDqARvUBy34Qzt94twu3p1aJacW45btXCr9Hr6yXFbXw/8/OfAhx9GL6aBiBGtycms9qt33URLuFVmYs/JkR02eveZtmz79oU67iMtgIk0Zg4dMs7i9hN+jEqoqYm9qATtEDo1jEoIn2hNTqbnctLSrp08CiZczK4hBb16BRB/wXI749ot7Lr0ojU5mShxccB77+kPOXYj49bt3+62cKt1dmujEszO9Q8/yPcUiU3cikowEvjNXIBG94bR8H+1WayyUh6VmpUlj740Q2Q4v9N3NDtRCcrvNRMOzdy+dutRKwemmbDrB8etyChVq8nJ1PWaIs5HUrg1+w0//GBcHqPrkY5bYosNG4BTTz3xb05O5g0NDeFP3OUX4XbDBnlooho3HbeKKKRUcn5y3G7aBIwc6c5LIvGWcF4swxFunQwP9+olWGnUGAm3W7cCeXlyo2HjRqBbN+uyffedPNGimkgLYCIv3gcP+lO4ddutrLzs6GEnKkHtuK2tdScqwY+OWzWMShAnWo5bMzFVuUZTUtyZHFFEIDN6yRJ1YTYlx62X947e9WZXiLnwQv3PlWMuMpkc4DwqQYuZY9gqKsGJ41abcauOSjA713v3yu0CzuEQmzgZNm4kEBkNxzdqExjdG0ZxH+pRqJIkX6dt2gQPO9fDieNWFLPJybS/QSm/WceX3VFJZuVWH3u95cyEPtHOOa8ybkXbg06iEsIRbvUmeTPCSkjds0f+r514G2bcElusXw/07Hni33Tceo/TXsD9++Ve8GgKtw0NciWnFaHdctxWVIQObfOT43bjRvl+0RsqSUKZNWsW8vLykJycjIEDB2LlypWGy86ZMwdDhw5FmzZt0KZNGxQUFJgub0U4YqJRPqr6ge134VbdqDOq13fsADp3lv+/Sxf9Wdm1ZVu3LlS4dbv8VnWkiCCpFiMV/CDcagnXvaUVFdSIiknajFslKiGWhFsnjls/Xg9+RUSo88Jxq20TBAIn6jYj96tTRBy3RjS3jFs3OuvMZgLX3rN6ET1OUbYtOsGR08nJtFjF/3gdlaBs38pRV1YGDBkiGxVI7OGW49YIszaBUZvDqG5VO26V+0NEuDVr94SLWcattr5Q2tZm9add4dasnhBx3NqJStCrU7103NoVbq0mJ1NwkuusXlf02Wd0fCVJzlUvLZX/bWfyvLo688no6LglQfz618Ez5FK49QZ1Rey08VlbK1cEbomkTli3LtihreCWmKzX82XmuDXKjPGKjRuBU06J3P5imQULFmDKlCkoLi7G6tWrkZ+fj8LCQuw1GANVUlKC66+/HsuWLcPy5cuRm5uLiy66CLsczjoTjiOosjL4RU3Znqjj1u4Lbbg5p3qonZhG9frBgyeGRC5fDowYEbqMtuHgdVSC2cu8UZn00BvlEG2RxEjYCufcWwm3Ir9Xm3FbW3uirLEi3Dpx3DIqQRyRY+WF41Z7fauvKbeFWycCmUI4UQmx6rgN994xmwxOezxFIjNEsSvcuuW4NcPsOtBeMyLoTU6mtIesRI6jR+VO3A0b7O2T+AO3JiczwqxNYLQdI8FN67gFxIRbJebLC4wybvXqIEV4Nqs/zYRQux33ageml5OT+SnjVr2OkZM1nMnJ7AjVRr+hslKeK6S8XP63HeEWMBbrGZVAgti7F7joouBh74xKcB8RIcIO0RRuV6wABg0K/dzLMh04YJy3FWkhZvduuXJW45YLpKkxc+ZMjB8/HuPGjUOvXr0we/ZspKamYt68ebrLv/LKK7jjjjvQr18/nHrqqXjhhRfQ0NCApUuXOtp/OKKMXqMwLi74XDvNuNXDi+t4504gN1f+f6N6Xe1mj4sTy9/12smqTORohlOxI9rCrd5vC7dMbgi32qgEtePWqrEdS8KtXkyF9l71g4jmR0TOpd4LkNvXt/p61E4UFu6zWE9cUHcOmw2ptPNSqr5fvMhLdUI0hFs7LvlwRHUtyvMj0o5bNdrrKBKTk6kdt1bnumdPCrexiteOW7Nl7Qq3ycmhbdO0NPmeM0NkJKZTw5SRMK3XgaIIz2Z1iZXj1s4kjGohT285K8dtNKMSRK+xo0dPXCvadYyyksOJSrDruNW7NvbvB7p2ldsrgD3h1sphzagE0kheHjB8ePBndNy6T2lpsEMt3EmtWraMTvaUJAF/+pO+cOuG41bvpUiSTmT76hFpIUZbFvUwH3KCmpoarFq1CgUFBY2fxcXFoaCgAMuXLxfaxrFjx1BbW4u2BrkU1dXVqKioCPpTE47jVqQ33+jlxy9RCWrh1qheF8mPFhVu3XK+q92fRjitQ6Mt3HoheluJH6LCrToqQZ1xa3WszV4GnNwLTjE7DsrLUV1d8D2rd+wPH/asiDGNyHWq9wx3OwpE/aKrdty60Xmsdw2pf/exY8Z50nY6k9Qvnn5y3EZ6cjKre9ZsNvFwUK5JUSFDew067RSOZMat1pmm3r7eudbW1T16nJhoh8QW0YxKMKrvjdz1ycmh+eQi7Tsv5z4x+n16I/GUtrWRUCdJ5kKo3XrUKvPU7DyazYegJpzIIDOcGAlEr8twhFs794uRA1YRbpUOB7dcy0bub6+hcOtThg8H7rgj+DMKUe6zZQvQvfuJf1vN0q2HehKFaDluN24Ehg4FOnYM/S49/cQQAStmzwb+/OfQz40EG7v5QF6iFfREeoabI/v370d9fT2ys7ODPs/OzkapEgJkwe9//3t07NgxSPxVM336dGRkZDT+5Soq5U+Ec23oCWxAaINSr+fXTKwyct97cR3/+OMJd7iZcGvlWoi049bo2Gtx4q6LtnCr57j1wr2lYCfjVuu4FR2aHEuOW62YoXevUrjVR+RcGjn23YxKUAsD6gkIMzPDnzRUr+5R7+/AAeN8e1GBWltvxbLjNtxOGbuOW7fEBLtRCdpjI9pxaKeD0W3HrVaksXLcKmKV8q4hMlyd+JNICrd6HXVGjlu9azgpSX4uNzQEb0v5//p6eRJdLYcPi7UTnWD0jq513gMnNBOjIfyBgH8ybvU6HvXaQGYdlOEgeo2ptQDtOkbHJlzhNtyM24MH5fctRZuxM+GZGXTckkaOHNEfjqrOmyHusHlz8GztLVvaF/vKyk64dqPluP3+e+DMM/W/a99ezr4UYelS4K23Qj/fty/UWZuWJlfiRkRaiNEO00hPNy8fccbjjz+O1157Df/3f/+HZAP1qKioCOXl5Y1/O3fuDPre7agEQEwsNNuvUY+3F9dxaSmQkyP/v5FwK+Is1pZNryc5GsKtGUaN6GgLt5GeMM1Oxq3SHlBHJSjn2ey694twKyICacVovfJRrNDH6bkMV5jU1lHqFyd1x1O7drLrJRyM7k+jaAY1Tjtgol0nKURjcjI7wq2R8OMEu8KtHk46DpUXea1IBVgLt3YzbrVGCLXQrjeLuXJMDhyQ2+GBgDvCA4k8TvI+3YpKsDs5mRKVYNQ2/s9/gt+fFcKZjMoKI5ejnnArGpVgdD68cNwafV9ZGXoO9J7PXjluRa8x9XNYez1p612ljgp3crJwM26V6A63oxMp3JJGtm2Tbd1aGJXgLhs2AB98EOy4TUuzL7zu2gV06iT/f8uW0XHcqmeg12JHuFUeEtoKbt8+eTtqDh8GPvrIeFvRfumhcKtPZmYm4uPjUVZWFvR5WVkZOnToYLrujBkz8Pjjj+O9995D3759DZdLSkpCenp60J8ar6MSjB7QZvs9ciS04Qd447oqLZVnOQWM63XRPFmrsrl5H7ox4ZDRNqJdX0RauBW9rtQTuWmjEqwwc4P50XGrfrnSE5/86LidNWsW8vLykJycjIEDB2LlypWGy86ZMwdDhw5FmzZt0KZNGxQUFJguL4rT+jRcx622XWAUldCunSyshoM6MkS9P7XDN1zhVtShFmmikXGrJyQoeJlx64Zwq2bzZv0RZ0ZtBLtZ0JJkPOu4ERUV5vEO2utQqffVJhESm0Q7KsGucFtVJYui6utVkuS/7duNnaxWOJ282uj3HT0aKi6LjFAyi0pwMjlZXZ1+549SdjtRCXrPZ6+EW9HoLPV7idV1qdSxTicni4+Xny3hZtx6NVkehVvSyI4dQJcuoZ8zKsE9JAn4xS+Af/wDOOWUE587cczu3n1CuFWGlnjB9u3yw0Cvwbl9u/41A9gTbmtr5Rcuret2//5Q4XbBAvNKO9pCDIVbfRITEzFgwICgicWUicYG6YUk/8STTz6JRx99FEuWLMGZRvZuQcK5Npw4XBTMGidGE+15cR2XlQFKUoWRcCvyQhhp4daNBpB6CLWaaNcXXkxOZoYT0Uw7ORlg/pKkfeHS7t8vwm19vX7uo/ZeDVf8c5sFCxZgypQpKC4uxurVq5Gfn4/CwkLs3btXd/mSkhJcf/31WLZsGZYvX47c3FxcdNFF2LVrV1jlcOqwDPca0Aq36hddtXCbkSEe12SE3vBb9YvwwYPmE6WK3Gt6E+T5xXEb6YxbswmGvM64rasTz3zUQ10nXnAB8Ne/mi+jRk8wdvs60D5rrLavCARmc0qQ2MCJ+9CpcKsX/WJHuFXeZ7WROMp7stqAYBe1yGbHPW4UlaCXcauOSjDqBDIbLWC3jaYce6MMVTPHrVWGu9lykURtJFA/783iB5xGJbRoIZ/XcDNuvRJumXFLGvnxxxNCoBpGJbjHxx8DJ58s/1fdOHQi3Kodt14OX3rnHXlYyvr1od9t335isiMtaWnA6tX6QxWVnlM1f/lL6D70ohLS0/UzQRUi+dKjN7yMwq0xU6ZMwZw5c/DSSy9h3bp1mDBhAiorKzFu3DgAwJgxY1BUVNS4/BNPPIEHH3wQ8+bNQ15eHkpLS1FaWoqjDkOEw50Yyel9ZiXc6r0UeXEdqzMBw+mQE2nQuzFsVsGNBlAsOW7Dddw5nfDGCKWhKJpxqzd8MJz9O8WtqAS/OW5nzpyJ8ePHY9y4cejVqxdmz56N1NRUzJs3T3f5V155BXfccQf69euHU089FS+88EJjp1k4OM24Dff63rs3VLhVO24VB6ydnH0jNm8ObRerX4StHLdOoyT84Li1myHrxr1tx8HsppigiCV6DjonJCWJGReUutoN4dbKTag9XlbbV453efmJ569TxyKJLmYOTyPcikow+s6o40WJStAKt23ayM/i0lJ5XhXtdSgyJN1MYBZdT42TqITERPmeEh2VZOSkVVC3ZfTOsd3JyfSWj7Zwq0ZdPj0BXB2V4ES4TUyUtxtuxq2XjttotA8o3PoQI+E2WhNfNUW+/BK4807g3HODP7c7oVVdHbBunX7Oj9vs2QPcfDOwbFnw55Jk7ngIBIDLLgP+9KfQ7+6/H7j7bnkbysQHPXvKMRJq9By3VkRSGNB7ycjI8N+Lvl8YNWoUZsyYgalTp6Jfv35Ys2YNlixZ0jhh2Y4dO7Bnz57G5Z977jnU1NRg5MiRyMnJafybMWOGo/17fW0YNa7MRMxIOm7VDdVwOuRi0XFbWnrCbawm2sKt3gSM4ZRJOxxWi8i2tS80itvk2DF3hNtIvfi7FZXgp4zbmpoarFq1KmiCxri4OBQUFGD58uVC2zh27Bhqa2vR1kghA1BdXY2KioqgPy1W15JZdEw495yec1B5kVF/F67jdu1a+eVPez+pX+KtJieL5YxbuxmybtzbdoRbrxy3RnWXHbp3D51AqbbW2HRgJKDoXQdG95VIR4G6jaK+zvS2qVzn6s7F9HRZUCOxhZPrWuvUNBMQlWtFzwFpdF1aRSXoCbeHDsl1brduwe9Z2rlGjDCbRM0Muxm3ZpOTJSXZE26tRj5YOW6dRCVoz1c4E325jfo5oDe6S6nLwnHcHj3qnnDrtrHOyWT2bkDh1ofs3i33Ymlp1y78mXmJzMaNskCpxa7j9tFHgc8/B3r0cK9sRuzeDVxzDfDZZ8Gf79xpnG+rMG2aPIGZli++AJ55Bujf/4Q4m5kZ6s7Vc9xaEcmXHr0hZDk5sthN9Pl/9u47PIqqbQP4vemBFHroHSnSBAQBARGkquCHiAiCiA1BQayoCK+ooGIXG4rgKwiigKiIIEWqdKT3XhJ6Qk1IMt8fzzvJ7mZnd7bO7O79u65cySab7JnN7pkzz3nOc4YMGYLDhw8jMzMTa9asQbNmzfJ+tnTpUkyePDnv9qFDh6AoSoGP0aNHe/TYvswCdYezC1qtZYj+fh17U7vcum3XrxfMOre/j7f0Bm6dDZCOHnW8OsDoIImrGpruOn5cdrLVoufi3j4wpr5W7C+ktDgL3AbyPagn41ZPqQQzTcSdOXMGOTk5eZNdqpSUFKSmpur6Gy+++CLKli1rE/y1N3bsWCQnJ+d9VHDw5nG1gkHrgtMXGaXW73Xrv2d9Ae9t4Pbttx0vd7e++HcWaNS75NXRplRmybh1JzDqi/e2q+fTn6UScnK0SyVYrxLTU0IiKqrge8NZBrOjTF+t14HW33H3vKG3VIJ14LZIEXNNZJE+nmSS2/fTzl73apBXq1azJzVu7fd/UAO3iiJfW88lam2ubk8NYro7waSVcetocktdzaaVcetu4NZV3W09GbfulEowy4oPLdbtczYm9XRzsuho+bt6zy1agfHz5/OvW9zJ7nZ1X9a4pTyONoICpIM0W403X9EoCec3WrV53A3c7tkD/PVXYHZ4PXNG6vHaX7z+8w9wyy3Of9fRcmxFke8//7wM9PfskWCnox1rPamt5atAzEsvuZ6wcJQtWaGCBInIfPyZ7edsKZqzAIdWVrmvL97tB5iOArd6l9NZv8ccLfVX7+Or59oXm5MdOWLOwK1Wxq2n//tjx5wHbvX8bft+TR0o+iJwa6Yat8FaKsEb48aNw/Tp0zF79mzEOUmfHjFiBNLT0/M+jjo4qbkaf2gFC3z9GtC6kElO9q5s0aVLQOXKjh9PT41bPRfAjia+fLUxpaOSVO5wd3msv0sl2O+14Mvlu65q3EZE5D+2q35Qa8NRZ/2R3sw3QPt86G7AxXpc4qykiX3GLUuBBR9PMm7tA1LOAojqfR29xj2pceuoVEJKilxDAwVfh3on993daNX69/TuCWFdKsHRY7hbKsFV4FZ97rXu54uMWyPZr1Swz7jVel17ujlZTIy8tvQGbrUC4+r4p1Ah5/Ed+3N0drbz67CYGJZKoP/R2pTGLLP/el27BmzaJF9fvOg44xOQjiklRWqYBUpOjuPsNHcDt3pnF33FYim4AZqewC1QMJNW3aH2nXeAAQOAH35wnOkNeBaw8cVJR1Ek22bNGuf3cxRYLldOgidkPp6+NvQM8pxdzLkK3AYi4zYtzXbSyNFAVO/gV2/g1lftd5SV6i6tzTeNHqQ6OjZvAjd6Areu/rZ9MEp9/boTuDXL5mTuZtw6eq96WyfVl0qUKIHIyEikpaXZfD8tLQ2lXezYMn78eIwbNw4LFixA/fr1nd43NjYWSUlJNh/u0gqCeZPR42xJtz1vM26dLUlXH8/ZGEXP+9hRQMXbWuyquXMBJ0nVLrmb0eqrwK3eMZ8vM27V6xyt16z1sbnqB9VzjX0Gsq8Ct1rBba37a/1PPMm4TUxkqYRg5IuMW1eB2+vX3Q/catW4vXat4DiiYsX8pBj7wK11dqMz1oFbf/Vt1qUStDJuL1xwvXGqSk/GrdZzb/1zR7Q2J7P/f3kzAegt+2sX6/a5yrj1tFSCs8C6PWfjGYtF2uesFKb9pJmzTe3U9jHjlnQJluDt/PlAo0byxvvhB+Dmmx3fb+dOyfTUWRbOJ7QyVNypcavWhA20GjWAffvybx88KHW8XKlePT84fuUKsHUroF4zNmsGTJkC1Kkjt+0D2NY7Serli4uH7dulTQcOOL+fo4xbdbaYzMfTC2JHO4vbcxW41XpNapUD8XWAyz7b31Ff5GxHb2vWbXOUMWp/H29pTXi5Q2vwa3Tg9soV32Y8uArc6gkmOarbabG4F7jVCpgGenMyd2vcOmqfmTbjiYmJQePGjW02FlM3GmvevLnm773zzjsYM2YM5s+fjyZNmgSiqbqCYO5y1N9Y11e05ovNyRyxvnBytEGpSk+A2lnGkLe2bQM2b/b8993NWPLFe9udgIovA7fq+VDPa9bV/yw1Va4tihSxff05yxB2FMB3FrjVm3G7dq38Dx1dN3gauGXGbfDxpJ+xD+A5CyA6Cx66m3GrVeO2YkXZEBsoOCnnbsbt1avuZdy6s7rVulSCVsats8Ct/fPuqp+zznZ29Hw6y7jVKpVgpoxb643YAfdKJQQq49bZeV6d7NIb/HaVKMQatwRAu06hqlGj/CxWM8vJkQzb2rWlE3/8cQnAOXpTrV0LvPgisGBB4Nqm1fm7k3F7+LDjzDHA97Ni1he11rOdgDynejrFKlUkyLtypRxnhw75gdoGDeTEoQZyS5bUtxOvM764ePj9d2DIENeBW61syYSEwJfhINc8fW1Y76qsxdMsQ61llf4O3DqiN2vBemAXiIxbfzK6nY428/BklcuWLXIe90epBLWd1jXDnJ1rnE24BfL5zsnRboc62La/gDP69aDH8OHDMXHiREyZMgU7d+7EoEGDcPnyZQwYMAAA0K9fP4wYMSLv/m+//TZGjhyJSZMmoXLlykhNTUVqaiouubMjqgf8kXF79GjB17dWtpejUk16Obsg1Jvxoue95u/Abd263v0NdwIWgdh40Lo9/tjpXGtJufWxuZrAOnVKxrJqTU6VowCMWv7B3VIJejNu162TduzdW3Cs6qqvU9+n1hPX7m5O9sknwLvv6r+/ESZMmIDKlSsjLi4OzZo1w9q1azXvO3HiRLRq1QpFixZF0aJF0b59e6f3NwutvtgZ+/e+nlIJjiZLtQKBWoFGrcBt+fJyfZ+Y6LhUgp6kAzXA7G7GrTvUUgnOMm7dKZXg6n+nHpPWRLWzjFtHYySzjYGOH7ddlWv9enJ0/lT7VG8ybt0J3DoLjAPSvnPn9Nfb1Qr4q6zL9gQSA7cm4+qivk0bwCrBw7SiooANG4AlS2SAP3s20K1b/sZaJ05INiUgx9Onjwxuv/3W/23TqiEMuBe4Xb1asl/txcfLidCXTp7M7zDLl/esdqsauJ0xQ8orbNkC3HGH/Cw2Vjpg9YTri8CtL5YZ/v030LcvcOiQ8/udPes4cNu8uXeZLuQfjgYkEyYAEyc6/z09s/nOLuZcXdA6ujgORODW/nH1liaxDkholTHwVfvvuUf/haLWYMbZcflqWbIvefLcNWggk5GpqVICyJO//eGHwPLlzutMesssFwVaNS3N+Hqw16tXL4wfPx6vvfYaGjZsiM2bN2P+/Pl5G5YdOXIEJ612yPz888+RlZWFe++9F2XKlMn7GD9+vF/b6Y9sfEeboqqBVF/UwladPKk9Jra+UHN2AWV0xq23JbXc3UPB083JrPfUc3VBav1zX2bcqn/bWY1bvRm3p09LOTD7JbKOAivqe8HRUnat59+djNuNG4EHH5RrIvvrD/WxtZ5zR/VA3S2VsGhR4JJjPDFjxgwMHz4co0aNwsaNG9GgQQN07NgRpzQyL5YuXYrevXtjyZIlWL16NSpUqIAOHTrg+PHjAW65e3zRz3haKsHdzcnUVYsZGbZj6pgYWTZfrFjgM27doZZK0Hq+XGXc2ge6XQVuvcm41Xp86/s7W1USCCdOFAzcOsu4VftqbwO3el8frkpLJCbKOU7v+89VqQQgMPsb2WPg1mSsA3SOtGkjGZNmpgYtZ82SQVP58kD37kCPHsD06fKzJ54A7r9f3lRq0G3UKNkoa+9e/7Zv714pG+BIkSIS1NRj8GDgzjsLfr94cd9vInfihCz5AmRjH7V2qzuF3evUAf78E9i9G2jaFKhXz7bTsV6+ZR24dZUFrkUdjGZleZb1evq0DIoTE11n1Zw543hjknr1JEBN5uIoKPP338B33zn/PW9LJXiSQWlExq0npRL8mXGbkwPMmSOTcd44dEgmkBwJxAAoPd29zD9Pl6odPOi6vIyz/8vbb8t7wVHGLWA7GPX0eQtEVp7KWRu1AreONgbxZGdifxsyZAgOHz6MzMxMrFmzBs2aNcv72dKlSzF58uS824cOHYKiKAU+Ro8e7dc2al1Me5Nx62iTQevAra8mHNTl7o6oGUyuylbpeR+npWlP6HtDDRImJHhek9TdrB5P+vzMTHme09Mdrz5wxteBW0Dfhnp6M27tS6A5Cqy4qq3riDsZt6mpUud4yRK5LrK/f26u9uo59X1lvXGwu5uTXb8uQYjLl6WMndm8//77ePTRRzFgwADUqVMHX3zxBQoVKoRJkyY5vP/UqVPx5JNPomHDhqhVqxa+/vrrvFI1ZmOfne7te8UfpRIcXUdaZ9zaTzydOyf9RaBr3Gpx1F+pKz20rpNdZdzaP1/+zLh1xL4f0bPi0Buu+vxjx2zP+faBW/uAqHrezcrybOzmbqkE+00zAflfqO1KSJB+WG//rie+woxbsgnQORIVJSd4IwtUu7JkCfDss5KRYd0R1K4tF7SHD0vnU6cO8MorEkQEJCN3yhRg6lT/tm/3bqBmTcc/q1xZOgpFcR7wu3AB6NIFqFq14M9KlPA+W9We9UxXlSr5NW7ta844U7SonGTPnHHdQVsHbj3N+lJPOtOnAzfd5P7v//030LZt/m1nr3mtDJ969aSWL5mLowubq1ddn1D1DFy0Sh4A2hfwzl5bgQjc2j++3sGvnsCtp9lX1rZsAW69VSbcvHHwoOPd4QOlc2fgvfck+0kPd//3169L33nkiOtztNZr8do1OSeePKldd9meo8dy9fi+eF34gt7ArRqEIfdpBW69zbh1Frj1Zcat1phYfTz7Tfzs6QlQOzoeX1DLJJQrJ+O4QPDk/7pqlTyf+/c7rq1tz3oM6evArcXim83J1IxbR4FbrWXk7gRu9WbcHjsm7b7xRmDx4oKBW7Uvdrapkf3r152MWzUQryjAH3/IedAMfb8qKysLGzZsQHurHfwiIiLQvn17rNa5+cmVK1dw/fp1FPPXEhUvKEr++Vhr83F3aJURAWyzPvUGbrUmmdWMW0fvs99+A/r187xUgtp3X77sfZmVrCzHyUVqqQStQLeezcncCdxal6nwRcatfaKJ3mxmT7kaM9qX/7J+fhyVqFP7am83J/Pm9WEdv0hMlPGE3oxbV6USjMLArU65uRLw8rf9+7UzklRly8qLz6x+/hkYPtxxfb+EBODuu2Xg8OijwNixshRe1aIF8J//+HdQsX+/9mZeFgvQpIksdW3QQC7AHZVO2LgRaNzY8d8oWdL3r5Vjx/IDtEWKSAcOOK4z58zkyZIJ7UqxYvk1wfRkCDqinjT37fMss2v7dtuau86eU60aiv74X5D3HGXc5ubKa8bZ4MHbUgnOMg60BmS+Dtw6K9Wi8nXGrbeZlQsWAGPGAO+8493fcZZxGwg5OXLB0bix7cqO7GzH/Ye7GdonTwK33CKTTo4m9Zz9bUWR3127VjbyVBTHWY32tF7Tzi7u1Mc3w8W73lIJ/sqIDAdagVRXr29nm3vu3AnccIPt96wDqb4K3Dobf6iPl5bmuiyJnsCtfekHX/j3XxlLli3reeDW3ax6T97b69bJqriTJyW5wf5/64w/atxqZZ9an89cLTtX9z6wD9w6K5Xg64zbrCxg4EC51qlUSYLi9q9V9f5aGV6Oajm7E7hVs9ZLlJDkmIcf1j95GQhnzpxBTk5OXokZVUpKClKt63c48eKLL6Js2bI2wV9rmZmZyMjIsPkIFOvXrC9WFmllowPOSyVojRW02qTW8HT0frnpJrn29LZUgta41R1aYx09m5OdO+d87O9Jxq2zCRh3Mm7tJ/f9Hbh1xb4cm6tSCerzl5XluuSAI9HRMmHvzjHbv5a9Cdy6s6I5kBi41WnBArlocOdN58yVK8DQoQW/v2GDdkBQZfYswrQ07QyJadMke6tlS1k2pCi2A8SiRaUEgbpjpT+4GqA3bQqMGAG0bg389Ze8yQ8etL3P/v2O69sCMjjydbDwwAHbYHPp0lIP9MAB9zLYihXT3lDN/n5quQd3snqtFS0qJ5qtW+U1a+/554FXX9X+/YMH84MftWp5XvLAk+Xx5F/2F5bqBZir5X96SiU4GwhqvRa0NrcDfL+zq57ZZ19m3PoiQJea6pugxqFD+voffzh4EGjYUDLLXnpJMp9UWjVA3f3fHz0q548FC+SxnHGUUbpmjUxc3nuvnEPVTC1rERG2r2GtDZq0yixoPb4/OZuMUbPNXGXcpqUVzFQjfZyVSnC0idKlS/I/i4uTsaq9v/6SyQn7YJ1aU9BRoNjdi1aVq4zb7GzXgVv1AvPaNe2xpb8ybjdvlr6gbNn8Elfu8qRUgruTdWrflZYG7NolYy69bfJHqQQt1isFXGXcqudaPaUS1NeIfT1PZ5xl3KptXL0aaNVKsm0jIuQ60n6jOj2BW/txizubk6kTpt27y8TlffcB69fr+91gMG7cOEyfPh2zZ89GnEakZezYsUhOTs77qOCPN7sGX59rnU1YWC/X13qNu0N9n2sFdx1l3LoTuM3I8K7+N6C9yk7P5mRnzmg/vqc1bt3NuNUqrRDojFs9rF8H1u1zVipBT61YR2JiZFzsziSw/bnSuoyiq1IJ9r/LGrdB7p9/JNC4f7/3f2vRInnhfPxxwRdKRobrN6bZA7eA9os5OlqyiJwFAapVk4Ckv7ia4WvdWso9PPGEzJQ/8EDBoKGzY/DFxl727DOvPv5YXgMDB+aXmvAl68CtfUFyvYoXl+CBo87v8mVp/9q12hcl1h1u9+7aJTRc1eBt00bqRbra4IwCx/7C8tQpmYwoUUJeM1r0lEpwtmzWUaBi1iznQSEjMhM9ybj1xwZEKneXqWv1/ydOeDYJ5AsLFwIdOki/omaWqbQC5e4+d4cPy/nrscfyN37UYr8j7Y4dkmm7eLEETXr0cBxIio62rdMbDIFbZ9TXip6MWwZu9cvNza/X7+z1bX1hePGiZH3PnJk/1j1ypODvLVoEfPppwe87K5WQnOxeTU6Vs8CtGqRw9dpQ+/0ff8xfxWNP6zny9sLs8GGZrKpY0bNNZXNzA7M52fHjQKNG8lzu3CmlzfTSWvHkD9b9lt6NntzJuHVVdsOaVoDG+n21a5dkXKvUsY6jx3aWqXfliu04NzFR//tJvV65+25ZAdekibkybkuUKIHIyEikpaXZfD8tLQ2lXSz3Gz9+PMaNG4cFCxagvtabG8CIESOQnp6e93HUkzejh3ydPKKnVIKj61x/nPPtA7dam+RqtdMXgVut6wJXm5OpEzRafZenNW61NifTmrzcutVxQoOjjFtvs5O9YX8esu+LtUoleJq5Gh0tsRRvjtl6HKxuTqZ3RYU7qy8CiYFbnfbskV21d+zw7u+cOSMB4C5dJOhmfZ7KytJXB6RuXfMGbvV0wq4mOitV8m/GLeB8IFy5stSBuvdeyc4aMKBgxu3hw9qBW39k3NrX8ElIkODt6dP+Wd7ni4zbsmVlI71y5QpuzHH33VIi46abnA8g1f/TDTfY7nhszVX7evWS95rGCioygP2FpZrxar/syp6eJbjO6vPZD6DT0vKDeFrBAV8OdrUmKez7I70Zt9YDS39m3DqrG+wOT5dM+cLy5TIpV7y4/K+tA7dagXJ3L7jUC+Qvv3Q/e2/7dmDkyPx+rnNn4JdfCt4vKcl2EGz2wK2ezS0d7SLPjFvv7N4NNG8uF61am3faXxhOngy8+65kfm/cKJmijuIbBw863pjVVeDWWd+uxVm9XL2lEtR+8tAh+Vta7XA0LvRmP4mrV+V1bLF4Pq51VfLEEU/e29nZsvQ5Lc15OTGVvzONtP6+OzVuVYmJrmvcqn293mCws3Zat3HvXu3Vefb3d5Zxq27Wqypc2HEZN0fS0iRYHBkp/1d/bKDsjZiYGDRu3NhmYzF1o7HmzZtr/t4777yDMWPGYP78+WjSpInTx4iNjUVSUpLNR6BY97Oe9ifWv+fsNeqsBIE3m1Fqse9r9E7iqEFMT0ol2D+HWpmorjYnc3Ut4WmNW626vVoZt5MmAT17Fvx+oDcnszdjRn57HU0gWt92dI2g9qnONtNzRi2d582k4Nmz+aspExNljK51fWh/fHrOBdyczMSuX5cgk7eB23//lc+ZmUD16vmbTAESjK1Tx/XfMHPdTndrYzlSubL/Ard6sxc6dZJOtnlzWWJkH7h1FkBKSdEOMgLyv//rL/1veFdBYn8oXDh/oOtpxm2LFsD330tZjAoV8i8AN26UDvSBB+R5Hjeu4HPhqKNPSZFsBXvr1ztflly+vARtA1Uf0QxZbGZnPyBRA7eu6rbpqQ/rTsat2h+vX69dR9GX2RJ6A7J6BzrWz6Oz5Va+eE26e6HuyYZZ/nT2bP5rx/7C1VebNx054nkpiO3bJTPLWQAKAN5+W+oUqrQCt6mprut+BqKv0nOxoW5GZH2x4yhwyxq32uzfW4cOyVhswQLtCxD7vm3tWpmo3r9fynZ16eL4nKv195wFbpOSPAvcqhsrOaI+nrOJNyD/OA8flgn5TZtsf+5JVqsey5fLih9Azi/W48Jz5/SN3zwJbLj73lYUuX9KirzPsrNd7wJu/Xrz9XNnvZmTPevVOlqBW0WxTYTRWypBfc68PR7rgI+rFYZA/jE5W2J96pRtwMF+xYYzjia9ApUhrdfw4cMxceJETJkyBTt37sSgQYNw+fJlDBgwAADQr18/jBgxIu/+b7/9NkaOHIlJkyahcuXKSE1NRWpqKi5Z/6NNwhfnWuvXpJ5SCXoDt64SxrTq/2vR+5q0Pld4G4zUGr+ppRKysx1PHrsbuHUVyFOfe2elt+zHarm5khh4882uHz/QpRLuvz9/LwhHGbXWHNUkV/tUreffFVfnIEfs+27rBAa1VILeBABm3PrIhAkTULlyZcTFxaFZs2ZYu3at0/vPnDkTtWrVQlxcHOrVq4d58+Z5/Ng33ig7xHpj717gk0+AL74oGLj94w+gY0d9f8csyxztbd8uz5M3/Jlxe+qU+1k7FSvKjJj17LbFoj24K13a+eZxM2bIMlq9G1UsXJg/+A8U62PbudN1MMGRqChZJtanj23g9rPPgPHjZeDZogXw00+S4WNt8+aCdXFr1ZKJAXvr1gHNmjlvy8KFkvXg7wmPjRuNXcoSLOyXQZ8+rS9wq2eXT2e71NoPhDZvlgv5BQsCk3F7+LC+mtR6Lxzt2+bo9xxtBOdvjmosGhm0tZ9oi4uTLAyV1sWDuzVuT5xwHkByRm+NzRIlbAM+WoHbgwedbwTnzuvCm/+dO8v7rF+/LJXgncOHgQcflGCsFq3NT+rWlRIyt91muyoMkPtr7Yruj4xbZ9T+3FVwTL3fqVMy5rAvxXX6tH9eWzt25C+Tt+8T9+yRi0pXdW8DEbhVs5ISEiTo4ItJOn+xXq2j9dxYLPljCkB/qQRfTdBaP/9ay6bt26so2ueh6GgJOGhlillzVGbO0XXPhAmu/1Yg9erVC+PHj8drr72Ghg0bYvPmzZg/f37ehmVHjhzBSasLq88//xxZWVm49957UaZMmbyP8ePHG3UImtT+R8/qEz1cZdxqlUpwFLjVCjKqXE0AW7t6Vf+SeLWMgZ6JDXvONqBy9Bha3A3cam1GqHJV/sHRuHj+fClP5CpzH/B/4NZRG9QYlSdlGry9dtJbssaasxq3auBZbwKAnsAta9y6MGPGDAwfPhyjRo3Cxo0b0aBBA3Ts2BGnHKUEAFi1ahV69+6NgQMHYtOmTejevTu6d++ObR5EX0uVcq8YvJY9eyRoV726LFlR64gtWSLLJJ2sCrFhH/Q1C18Ebq2X6fuaJxtQREdLoPGPP+S2swsXwPUbec0a4Jln9E0CKAowfbqU6Qg0RZGLvpIlPZ+dL1tWTp61awPLlsn3Tp6U1y8gWYWrVkngzNqqVQXfCzVq2O4Er9q7V1+Wd6NGBTNtfG3OHOnsX3zRv48T7Bxl3JYs6V7dNmecLbO0HoitWwc8/ri8zrVeQ74M3GoF0+wHG3ovhPW0zduBhSfZaI4uEFwNev1p0yZ5/2vxVcatp7UeXW0A4ozWxcmBA/mbOzrizrFFRMhFmSc8Xd5n3z5PloyHE/vXzuHDkgiwfr12poyjYJXFIitUrl2T87f98NrZ5JOzDWc8Ddw6e0+oj+eqlIsaoFYUxyuo/LUxWWqq9kqO/fuBrl1lI1xnPKkB6e7mZNbL+U+eNHdmu3W/kJXlOCsrKkqee/U47Et1OSqVYP0a0cPZedHTJelaZUESEiTA5SrQlJYm15WOghf22d1m/B8PGTIEhw8fRmZmJtasWYNmVhkZS5cuxeTJk/NuHzp0CIqiFPgYPXp04Bvugvqa9dU5TG+pBPt+Qytw66x/uXRJfzBWb2ICIJMZV664X5rEkZMnHfezaqkErfdplSrO4yj250dXpdqsM271bnC4YYOUDtTz+P4O3Fr3G5mZ8rypyU6ejOPU9nt6DeJJwpg9+4xbQP8k7aVLzLj12vvvv49HH30UAwYMQJ06dfDFF1+gUKFCmDRpksP7f/TRR+jUqROef/551K5dG2PGjEGjRo3wqaNdFVxQl4pHRno3u3zsWP4A0TqzdP58YMUKfTVuAQky/P675+3wFz31nFzx9QzG1Kn5S0s9HaDfcw/w7bcSmN6923kmEyCDQq36U4cOSf1CPWU3li2TgEOgduy1duKE7D7riwnsdu3kBHXqVMHARqNG+XVu168HvvpKNhG59Vbb+91wg0x82NO7Y+VNN/k/cLtpEzB3ruzc62ymN9zZX1iqy6B9MTnmjHWG2ZUr8j9q3176dK3Bq6sA18svO9553RF1d2d71llE7gRK9QbfvDln6akrbM/RBYKr5cz+tHNnwQlF6+fYWeBW7wW4N8+xnhIgWrQybs+ccR4o1/vaUTMuHfW9eujJ1HAU8HY3+ES2Dh2SVSrbtmkH8K37Q+sJ6S5dZCznqDzR1q3ak/Pqa1FRCk5ue7I5mau+UN112tVFclSU9PURERJYsN+o1F+BW/vau/Hx+eeKffuA115znaTgScatu5uTWQdcUlL09WX+zDRyVgtdT78VFSXjV63AraOSBJGREtDVew3m7P+ittHdDEutwG1yskw2uJr4VLPr7TdH9nSpMvmGdeDWF4EgPaUSHC1tdzQuc9W/jBwp16vOqH2Bq8lia/Z1p91h3z9pBW7VUglaIiKc1/K2X5GiNVGkUjNur1/Xv8x/+3ZZ4aLn8QNZKuHoUVktom4W7cljuzsZZq9OHXl+vGE9MaGOMfVm8up5v7LGrRNZWVnYsGED2lvtMBQREYH27dtj9erVDn9n9erVNvcHgI4dO2reHwAyMzORkZFh8wHkdwpFisgL2PZ3HO+864j1spmiReVEfe2aBG31ZtsCEmzwtt6uP+Tk6B/4OOPJrriOKIosCfr0U3meDx7Uf2KxVqoUsGUL0LgxMHu26wxYZxnRERFy4bNzZ8GfXbkirzV1kPnee8Arr7jfXl9YsEBq1LoKUuthsQBPPw08+qjsaGstNjb/Ym/oUAlW//xzwQ6zWrWCz2mHDo6DFo40bOjfwK2iyIXmXXfJ6+Wpp/z3WMHO/v198qRMjjkrlaB3kyNnrANxCxbI68cVZxeKigKMHSuTEnocPOg4IyEmJv917M7SNLVtzmoCeuvUKfdnvh1dIHhTRsBebq5tqQNXdu0Cata0/Z718+VsczK95yFvNo44dMiz8xKgHbgFnAdX9B7bunVyYXH8uGft0xN4chS49tUYIFypF+7Hjmlnm1v3h6mp+e9Pi0WyrIoVy79wU61b57geH+D8tehJjVtX76nERJkobdvW+d+JjJQL0TJl5O+dP2/7c0+W6+phv1Fm+fL57yN1AzBXk0OuljI74u5KAeuEki++AN56y/XvqP2nqxVonnAVFFUndJxlvJ48mZ9ZFR9vu2JAq1TC6dPawVH786uzFSTq+c/d/SGcBW7VjfWc2bRJsuztNxQ0skwR5b8efJFdCjjP3HU2eeaoX3C2mS8g5XZclXCMjpag5r//agch7SUkyMSWqzIiemitbPC2/In9ONbV+8hRDVtXnNWOtW+/J5N47rDuT48ckWQn9fyv9diu6pF7+/zr2ffJmv05wf59cPSo/vOVngx5X5/79AiawO2ZM2eQk5OTV+9GlZKSglSNnaBSU1Pduj8AjB07FsnJyXkfFf43mlEHtOXKFbyAmT1b/4Yk1i8qta7RhAmyNNydF0CVKo43jTCSLwcHvtqA7cAB6Xx69pTn+MABzwORBw/KBcKaNVKTxplq1eT+M2faZl6qA8YyZRzXuB0zRi6YFi6UjjIuzriaqcWLF8x69UarVnKR1bt3wZ9VqiT/n5o1JVjsaLAbH28brLl4US5+nntO3+N7kvHjjv3784Mvf/3lvM5xuLMfQKq13ZwFbrVm1VURETKJ5mziyHog9u+/QNOm7rfV2q+/SkBCb03uo0fl4t2e9XL3LVuA+vX1/T21bRcvOl/u5k12lKsd27Xa5Sjj1pNNDh35/ff82pF6OArMWAcGz53zvsatJ8Ef9Zx56JD+JYb2HAXLXF2MAfqDO2vXypJu+ywuvfRkaqSlFVzKa13j1le1AcPRnj1At26Of2b9+tZ6j9iP67ZuLVh/XuUscOtJqQSt2oWqYsVkPGaXn1FAVJScnytXdrw/gbOMW2/6TvuLxvLl82vaqhnxlSs7T/xwtOTZFXcDt9bnpUqVnJ9n7fmjhImzY7but7WuOdTArToZpGe38Kgo6Yf0ZmM5W4miPv/uZnI7C9xmZhb8mf15dudOqUttfW146RL7TqP5OuNWayNawHmZDkc/U+tbeyMpSa6t1q7VntSzl5goq0E8GfdYZ7QD2kvane1Fo4f182W/OaAjasatXq5Ka9mPP51t1OkLFkv+mOvwYdvArbNxnFbwWf0/BbIOrKs4lKPrLy16SiUEcrM4VdAEbgNlxIgRSE9Pz/s4+r+pS3UgU758wdnMzZtlsOPJzEJcnASCN2927/fMuIzQm4wje642+NLj2DHJfL39dhnYL1woJxZ33rjWoqJkIFiunOul+VWrStbofffZzlYeOyYXR2pHZt/JbN4sOxH//ru01Z0sbLNLTAT++cdxKY169YB33gE6dXL+N6wH7atXA4MH69/QD8ivfeYPq1fn/7/M+P40E0fPj8XivMbt5s3OA5qRkTIZ4izIaD0QOnZMX1+gNRC+cEECImPHFtzAR4ujnVeB/FpcgASU9QYl1bZ5s9TeFU8Ct/7OuD1woOByZ2dycwsOkNUVL4D28+dOxsDhw/oncFXqecDXgdvdu2WZvDN6dyXfskVK3Xg6UawnS2TQIDlPW7Me7Pvz9R2KrHcKr1FDO3Bj/frWM/GQm6vdhwEyntWqhexJ4FYtoaNFDWQ5W+4K5Adu1fenmiGm8lepBHvq9UNmpkzWWSwyRnVUu18ViM3Jjh+Xca071PfnxYv66znq5ay8ivUqEy32gVt7js4HkZHSx2kFbu2DD3ozbt15XrUCt+r37F+j9svNMzLk/W49HunXD3jgAf1tIN/zdcatsxIyzibPHI3LrDdv8lRysrx2s7L0l/VLSJDArSeJVHFxUrrw1lvz+1ItrpI5nLF+vpYvB1q3dn5/d1cJudpANtCb0Fs/nt6MW4tFO+PZ21IJRrBuq56JFgZunShRogQiIyORZneFnJaWhtIa08OlS5d26/4AEBsbi6SkJJsPIP+C03pDMdXu3cCdd7reLMzRBgo1awI//aRvcyV78fGe14jxB72BED1KlfI8w0f15ZdSIuH//k+WyX/8sWyS5elGWwDw3XfA55+7vl/VqrKp2C+/yIlDDRYePpw/+LKvH5eZKctGKlSQgfSzz+rLCAwmVnsN2GjVSrIFunRx/vs33CDvN0DKi7Rq5d7jP/aYlGPwB+vALeD8IjbcaQ1wnNW4Xb/e+Wx+ZKS8b5xlC1kHKvQGJO2XWaref1+yw2+7zXXg9tIlqeOslXGamCj93dWrnmXcHjvmu2xWe74K3Pqyxu3u3QVLH2jR2rjIehPMa9ccX3DYD5w3bQLatHH8ON4stz50yP2gr8rRhZreWvOuBtSKIhdj5cr5N+P2pZdk01YtnrwGw5neQGRcXP4qFj2vwQ0bZCylpWhR6YMdLX/1JHB75IjzNqWk6CtTExNjW6amYkXbBAxHNU+95ShLvEIF6as3b86fnNPadFXlaakEdyaOMzP1b0Bkz1fBKGvOakmqffKVK9qPW7iwvJ6tA7fWfZ3WDu7OArf2zp51nXHrbHM6R7T6yrg4Wd1jv6mOdSkTNXuvVKn88UhOjpyH77tPfxvI93yxOZneoKC7gdtTp7yfFK1dW67N3Jn8SkiQmIknE9YpKXItvnWrXDM6m6T2ZmLJ+vlauNB1SR537dwpz50Wb0sNuMv6eI8ckf+pOsHpbBznr1IVnvAmu9d+vO9oE0t77k54+kLQBG5jYmLQuHFjLFq0KO97ubm5WLRoEZprpCU2b97c5v4AsHDhQs37O6O+KB0Nsq5fl9qnW7c6/xvWNcRUDz0kA0hPNp9q2xawOzxD+Tpw620piLVrgUcekTdyRATwww/AJ5/4pn2ulC8vHdZNNwFPPikBHsB2c6I6dWzrFO/enR/Ar1tXZjBbtAhMe41Wt64s6XQ1qLnlFmDlSvl60yZ5ft3Rtat0xvY17rx1/nz+UkyVGoCngqwvLK1Pjs4ybl0FNKOipA9ydqFknXHrqAaYI1qB261bpQRLSorzwG12thzXm29KvTBHypYFRo+W4EFamv5ZXHWgsX69++8Fa99+C7z4Yv4mgdbS0vTvwqpyVGLAetLKW+pqCj11bvfscTwxWqJEwfqd9uwHgVu3Sg1uRw4f9jxwq1VCQw9HF2qe1nK3t3OnBMhLlvQ8cOtNXTY12MLArXv0Zn9bl2g5cMBx5qp1cPfbb6XP01KsmLxmHPXBnpQqcjUZEhGhXb/Xvl1A/nNSsaJteRt/ZAQ5WmFQvrw8z88+C/ToId9zFbj1pFSCu5lfnhy/+jv+yLi99VbtDfDUEirOAgnFisnY2p0+w91SCfv2yTlI6295ErjNydHOjr/zzoLnoypVpK9fu1ZeQ1Wr2iaEeLIKhHxPHad5s0u99T4IzsTGao+LHAVu9+zRfh3r9dhjUhu7a1f9v6O+zzwJ3JYsKc9Ft27A3XcDI0Zo3/fMGc8D09aBx6NHXa/sAORaQe8k2K5dzoPO1uPoa9c8n1zTy/rx7AP6zlZBuMq4DWSpBGvZ2e4l6mmtBHXG3Rq8vhA0gVsAGD58OCZOnIgpU6Zg586dGDRoEC5fvowBAwYAAPr164cRVu/goUOHYv78+Xjvvfewa9cujB49GuvXr8eQIUPcfmz1n1epklzcqlm3akfcoIEEFpw5dqxgdL5GDc9LAnTtCsyb59nv+oOZMm7//VeyCKxLGtx9d+DqxUZGAq++Ks/HvfcCP/4oFzTWS2LVwG12tmSxzJuXP1gdNkzqpBrV4ZnVHXfI85KVJc+NJ7W72raVkg2+1KiRDCSs/18VKji/IAtn1ktVrWufagVJFcX1Tq2RkfoCt+7OABcqlL8TuDW1PdZL7h1ZsUKWgc+apZ0xXLas9BGjRrkOJlpTLwi8LasybZqUKnnttYI/8yRoFh1tu5uvnv8foK+/27VLAkAVK+bXi3RGq2xA8eLuPdeAXCSXKeM4m82TjFu1zn1uruebHNgHbjMzgUmTnGdyWD/+mTOOs5c3bZIlth062GYnu8vZgF8vBm7d40nA5sQJx32nddD+yBHnGbeFC8s5z1FmfaFCknHmDl9tGqYGbtXzTKVK+XVlDx/23UoAa9u3Fww+likjmWIDB+ZPQlau7LxGur9LJVy/7vlSYkXRXtHgjTlzZLzuiHpszvqVokUl8ODORXt8vEy06w3cbtyofdGuBnzcDdy6G0CvWlUmU+6/X0qGtW5tO5G8Z4/+lSnkP+q405uMW3WSzVXwNzZWxqOOHsdRv+BJRr8jjz8uGzPrFREh12J6gqH2nn9ektZ++EFWUDqb2PKmRJcaeHQnAHjqlP5EB3cybs+c8b4WsSv2GbLW43FnpTCdZdwGeoNZ6z40I8O9SU9PNsR1VT7DH4IqcNurVy+MHz8er732Gho2bIjNmzdj/vz5eRuQHTlyBCetoqAtWrTAtGnT8NVXX6FBgwb46aefMGfOHNTVu+2hA1FRsqzvqadkYKFmOtWtKxfezrJctJavuXNit6YOPhVFOwsokMyUcbt+PfD0075pi6fGjMnfnblZMzmxbduWP7tZu7Z03DNnyv9w9Oj8gX758hxwOZKcLBcKGzZIlrsn7r5bltf4aqOy1FSZgFm82Pb75cq5Lv0QrqyzuKwHVlqBO1dLZgH3SiW4qotlzT6Y/McfkjWlBgNc1QqdN0/q4A4apD1jrp4XRo92nPWqRc+yUT1iYyXA7GjQ4smAsVgx22C23lp/epbud+smg6VKlfRtCqeV1aAGbl3tim7dpkOHJPjuaONMT5YMR0XJa9ubwJF94HbKFOCNN/Qv/Z4zR7LHNm2yPdbJk2UCtHVr72p2a9Vt1EPtD1JTGbh1hzuBW3VDEq0VCOpY7PJl168pdXWTo4txTyahjx/3TQmYqCgZs6ttsM64/eUX7c3bAM+zcR3VKo+KkufyoYdsv+dsMtHdi0/AvQtmTzeNjIqS140/AgrOXivqsTkLaNerBzz8sO33rHd8d/T3ExKkf9cTuD14UIJnWv8XNeBz9qz39UOdad5cJl2XLpWycF26SJvUkiTWq/jIOL7IuFX3QdAzGaA1qWHf1xi96efixfrH4dZiY/WPby5f9vwcoj5f7pxP3ZlkdlWmwjoDNhB1/tXjtR7rqX2luoG0I84Ct9eueVee0hvu7rvkSaDZiPdPUAVuAWDIkCE4fPgwMjMzsWbNGjSzKpq5dOlSTJ482eb+PXv2xO7du5GZmYlt27ahiw8iKbfeKhfvZ87I8oA2baTzuftuGbRq1Wj0xwYI5cpJ7aM2bRxnhQWSN8s97VnXafLExo36ltAFyiefyAkkPj7/hFOxIjBxYn52bUqK6w1lSCZHvvjC85muatWADz+UQJUvfPut40mCnj2BPn28ex2HKutgp57ap3rqvuoJ3KoDIXfqrVoHbtevB3r3lg0/rC/KnV3c79snk3uffaZ9nxYtZBIHcC/AobeGlJ7gQ8uWcgFuX6vd3eVGgPwd6xUT+/frW46nLoPVcvKknH9ff10G0q52kwe0L17VwK2rXZWt/x9nz0pQwH6VjKfBnaQk4M8/vTtX2U8szJkjGVh6bdgAvPyytMG6dM/evfK/8HYXbEcbAbnLV5mX4cKdC01Fcb5JSvny8vzrrSt98KCsMvIFZxuhuevjj/O/ts64Xby44MZ43nr+eWD8eMfnrCJFCvbxubnam6Z68hy4cwHq6bhdvch3N6vUW+okkrPMtnbtCp5vExPl2kxr6W5CgmSo6plgXLUK6NzZeRvVAIjelRSenENKlJBxQ8WKku0YF2d7bO7Ugif/sQ7ceptxq6dv1ypvZT++2rdPXy38YOfNhuTZ2dJH6i3pcOqUvsCtosiHq0mqQGbcqtdHO3bY9huKol0HXVGcl0q4eNH7MaQ7rJ9PPfsrWLM/b5p1U7WgC9yaQXKy/HP/8x+5IFUz/959V2qtzJ3r+PeOHPF94Pa22yRb4JZbCm6aFmi+KHKuKl7ccVaTXt5s9uIvTZoAnTrl346IkID7P//I83b4sGe1jsPNwIGyREZrkyA92raVLAVvXbkiGQ+ONtaJiJAg0+rV3j9OKDtxwnZG3NHJcts2WdXgTHS0DLCcDZrUgZA7mVxqqYTr14HZs2WJ1sqVtmUPnC2x0bMUNTras0mbyEg5Zm8yNq0zl15/Xc5n06bJbU+X0ToK3OpZEqdVlkK1dWt+wPyee2Sy1Hp3eEe0lieqgVu9G7spirx2ypUrWLvaUf16PapXB154QSYDPFWkSH6GlVqOwp0sluPHJRu8a9f8bG91kG50qR61L/Bk1/tw5u5F3tat2hNjlSrJxPNbbzkvk6BKTNR+3ZjlQqhkSXnfZ2ZKm1xlb7nT7uxsCQZXrao/U/bJJ2US39vHVrmTIe/pSrmYGHn+Tp4MbDa8eq5NS3MvYKwGbk+fdhzUSkiQv6vnf7Z1q/PxiHV2r172pd30cjZu8EeyELlPDQB6W+M2K8u23J4WvZMpjsq5hJpBg/SdtxxRA93u9pF6SiXs2eM6aG6dcRuIVUfq63T58vzEqMREed06ozXeiIyUsWkgA7fWkxOeBG49XVkWSAzceigiQoI169bZXiTdey/w00+Of8cfM9NdushS+0cfdV5Pc+5cyQDw58BZ72Y/ekRGet7WK1fkf2L0Rae9L7+0XSIHAAsWaGe6kGM33STLL7x5rd14o2QjeENRJBj/0UfaA+7mzX1fTzdUuJNxu3+/60FOkSJyUebs4kcdmGzZIpmTesTGykViTAywZo0EDg8fBlq1yr9PyZLeTTR5KipKSgF4kzVhnW1XpYqcU957TwYwQ4d6FjArX9521/Z9+/QFbpOSZLClxfr/ZrHIxbOaqeyIs4wGNXC7Y4e+DQb27JFjKFtWJhvsf+bJktSbbwYGDPC8lAAgr3v1OdOb2WxNUeSY3n1XlncDjjNx4uM9W9XjzXlY/V2jl3QGI73Pu6JImQxngdslS4Cffw5sPTd/1E5VWSzyPvn4Y9e1wd29mFu+XDYeW7dO/+906qQ9TvDk/eNOrb5jxzwL7qmB0O3bA7tSTM2KcjeQkZQkZSe0al6qrzU9kw5addNVycmytNid/50vM+piY+V/48trMvKcdXkPdwJJ1qwzbl0FbnNz9U1Gb9sW+oHbzz7z/jziaH8iLQsXSmKQFrVPWLNGEu6csc64DUQymvp4K1fKCjxAXq+uNvPW6mciI6XPDWTg1nrSzN39FazPm2aZZHaEXbqPJSfLC8fRxacvlgzaK1ZMgsXOdqbNzZWlkx9/DGze7NvHV5npRb5ggTEFoylwvB2M+mJm7dgxyah1tsyybl3JzjCjCRMmoHLlyoiLi0OzZs2wdu1ap/efOXMmatWqhbi4ONSrVw/zfLQzoqNBkX1/orX0y5qeAUZsrGS2rF8vQXc9LBYpq1GvnlxcR0XJ0kTri7IyZTzfZNIb0dESeHQncPvrr5I9pzpwwLY2+w8/SP+5d69coI4b5367ata0nRjRuySvRg0JgmrZutU24N6ggfNz2oUL2kFRNXC7ebPrIL6iyMTbvffKa9V+UzQ92ROOdOgAfPCB+79nLTk5f7yxY4d7F2LW9X2tn3tHdYE92TDUFwHXI0cCt6loKHC3tElyspTr0OoPq1aVlWTz5nm/ospVKRRrBw96tuO4Xs8+K9nuPXo4v5+7de9WrZKVcO6IinJc9iY727OxTiBKJSQlyYaFOTmeZYp6Sj02dzNuK1SQvkSdgLOn928piiQOOFvVULy4PI479W3PnPHdisWePaWcmN46oORfauakN/Xe1Qz3HTtcTxKPGOG6tBigf9I63J0+rX+SqH175+MVtZ9fu9b1NYh1P64nYO8t9XV64UJ+3+Vq82Vn55qoqMBn3FrXcfamxu21a+btPxm49YOePeXFHshgZo0aBWsTqrZvl6VY330HzJ/v/t/Wcxxnz+Zv1uMr6qYZ7lqxQi6IiZzxZDmbtR07XC/fj4yUAZe6EZdZzJgxA8OHD8eoUaOwceNGNGjQAB07dsQpjR0BV61ahd69e2PgwIHYtGkTunfvju7du2Pbtm1et+XsWdvBrBpcteaqFhTgeoAB2GbruLO0XVFk849Dhxz/vHRpxzUKr13T3pDMF9SSMq6ChtHR+SUFPv1UAjWqAwcKZv3Xry/3y8qSzCp3FS1qO3l5+bK+wVudOnK+0mJfj7ZhQ+eBW2dBibg4eZ1t2+b64uXXX2Upc+vWkqmnTpIeOyabku7da1ytOOuM2+3b3bsQsy4ZEhUlr/OcHAnc2tdG9GTD0HPnvNucR1FkRVH//p7/jXBz9Kh79YCjoqR/0Ar2RkbKRI+zmp56qZmIevj7PVW1KvDKK+4tV9Vjzx7P6orecEPB5Au99RLtuRO4dSebzFpiIvD334HfS0KddNczmWvthhukX1uxQibc7dWp43rD2qtXJTvd1bivWDEpO+NOoMWXmw/dcw/w9de25ZzIOGqw7uJFz8ZTgGSNXrokY0pXY6m33nK9klNR5PXur1UNoeT0ad9lwyckyDlw927Xq9Cszz3u9neeiIqSVVXW5dGKFJFVClpBTGflzYzIuI2Ozg/celPjNj3d/U1BA4WBWz+47z4JlK5dmx/0zMjwvMPWIyVFO+Nr1SpJe2/RQlLg3bF+vb4lF6tWuU77d1fx4nLh567t24HatX3bFgo9lStrB+L00Dtb7Wo5txHef/99PProoxgwYADq1KmDL774AoUKFcKkSZMc3v+jjz5Cp06d8Pzzz6N27doYM2YMGjVqhE8//dSrdpw5UzCwY78xYXa2vqy9hATbzFEtV696Vku6alXtwZtWxu25c76f0LKmXui5GgBWrSoBzgcekHOBWs8PkMw2++etQQMJ3H79tXftUxS5yNa7ZPSWW6Q+pCNZWQXr7Varpj1hCbiu8ZeaKv8fZ1ltFgvw22+y9Nlisa0p++KLwOOPS/BbTykIf7CuB79jh3vnPvuSIfXry+vE0aY2egK32dn5mz4Bvln+u3KlbVkSckyd6HY0EePMe+8B06f7r13WmjaVsaIegdg45403XN9H7waQqrNnPZusqF9f3o/W7Ou/6+VOm69d8+x8mJQEfPMNcOed7v+uN9TlrGo9b71atJDklbVrtd8fzq7RYmMlQ65xY9ebP5YtK3sbuPM+vHbNd4GZmBjZw+G553zz98g7akDIm9IVaikwX5UM2rDB9QQECXeX3DuTmCiT/V26uB4XW/fjepJXvBUXJ+cg6/NukSJyLtYaxznbfEwN3AZycsA64/bcOfcCt9YrgjIyzLvSi4FbP+nQQS5C1TpXhw/7t0i8xZK/S6G9v/6SC5+YGJkdUS869ZgwQWaq1U1LtGzcqH/psV6lS7u//PjcOXmzsa4TuVK9uvOgjyt6A7cNGkhWn1lkZWVhw4YNaN++fd73IiIi0L59e6zW2Elt9erVNvcHgI4dO2reXw9FkcGjfVZI5crSX6p9md4lkb176ytL8e+/7m9WcOaM8+WkjuqeAv4P3EZFSdakq6zeRx4BmjWT9rz2mgzY1cxWRxs/NWwowUpvdqRW6/4ePKg/A7BoUflwtNHmrl0Fg5Jq9pXWqhBXgdsiRVy/h5OTZQLTunSAmq1//rxkb12+7N/MamcSEmTwDMhnd7IESpe2nXC9/XapZ6o1oeIqcPv997Z12LwN3KrLks26ZA0wT8kZ9YJFa7NMLSVKBG7jt27d5DWix9atga2dqiUqSvqjZs1knL1hgyxFdkRrDK5H/fqyvN26HInejRPtxcf7f5XPDTfIJE+gszrdLV2hKlQIeOwxeT49CYCoE3z79rnOMlbPBe6+fj0pWaGlTBnz7fMRrqyDSZ4qUkSyvfUkJ+jx8cfyfiDXfFkrunhxKY/Vt6/r+6oZt+4kP3gjKUkmtqzH2UWKyPlPazLS2cZtRpVKUFfSnjzp3vnT+tySkcGM27DTpQvw1VeyUQEgs5/+zhqpWNE22wWQk8WVK/kXT126AHPm6P+bp05J8Pb1153fb9s2/Zv96KW1/NiZOXMCnwFAwcl6ybMntDa5sNewobnq3J45cwY5OTlIsVuDmZKSglSNN1xqaqpb98/MzERGRobNh72EBAkS2V/41akjy6O7dAE6drRdzu1MRIS+AM+ZM5I14w5XGVRqsNmevwO3gL7npmZNyWT9/Xe5feut+asvHGU0R0QAXbt6166qVSVo++uv8r/U6/HH5dxp77ffHAcJKla03QjNmqvA7W+/AS+/7Lw9zz8vmVrWqlUDxoyRjCpPzlO+Fh8vA013a+gfP24bhGjaVDYpc7Sc3T4T3pFFi6QOsFrf+NQp75b/HjsW2B3r3WWmkjMJCfI6PHPGvJlUFSpIX6On5Mb5875bOu6NyEhg5EjpJ2bPBp55Rup+O5qz9KZOaf36Mk6wDmzv3OnZ6jF1IyNXvKlB3aqVlF4LdHDQ000SAWDwYPeuf+w1aiR9v55jPnHCvaD27t0yOUChx9PJBmtFishqBV/UpD17Vt5DnmyoGm58XfKyUycZs+s5T6gZt56WzHFXYqJMTFonbBQtKpNVWtdAb74JPPqo458ZtTmZOkly6pR7qxis36fnz3u+kaC/MXDrJ9HRQK9eMnsBSNZru3b+fcybbipY7+/ff+X7qvvuA2bM0Pf3du2SzqVuXflaa7B04oRcMHiy3MoZTy6If/0V6N7dt+2g0FStmuPMPj3Uk7meAXzVqt6VZAhGY8eORXJyct5HBQfRswoV5P1qn/3apYv8XyIiZKPBp57ybRmWfftkAwFf0ipVoze4Hwht2+YH9po1yy/l469a7FWrSuDhv/9179zXtKkEme0vsJctk9p99mrU0H4fuwrcxsS4zqSoV69gIKxHDwnc1qghQZ1vvnH+N/zt5pvlea5e3b3fs++/EhMlgPTSSwXvm5LiPOC2apUEnZ56SgLdiuL5Um/VZ59pZzeagVlKzgCSGf7rr77v23ytRYv8cbGWQEx46RUbK+UnunWTi+7ly4G5c+X9Zs/T+raA9EPbt+eP4RVF+kB3V4cA+oOp7mYkWStcWCZWAy0pScZTnm7y5KkPPpANKvVyN+P1hhsKlgKi0OBunWxHihSRMZAvygBu2iT9MLlmsfh2cqpFC/k/6qEGEg8fdq9uvacSE2Xy0Lo2d5EiEkfSevwuXbQTYSIjA59xa13jNjfXvUxp603LU1Pd2/wykBi49aOkJJltSE+XF5OvA5v2GjeWJZ2AzIQPGiSzJ9ZvqkKFpF2uyiVcvSoniN695fajj0pRf3vPPivL7Pr08c0xWPMkcHv9Ooutkz6VKjnOktTDnc2t3NlJOxBKlCiByMhIpNmlz6WlpaG0xpmqdOnSbt1/xIgRSE9Pz/s46iAlskoVKTdhnyUbESHZJzVqyP+nVCkJOvpKtWq+v0CKiMgPgFoP0Pftcz+YFgilSsmS3OPHfbs801qVKnJ+6N7dvTICFotkBk+cmP+9vXtlEtHRAFqrvjDg3R5qz+IAALTJSURBVC7OzrRoIdmnjz0mA9pAb9Bjr2VLqbfrbZY0ACxcKEEqe65KJaxZIxMtzZvL5ij//ON94LZ5c/NmBQWq5Iye1QuAjOuWLnV/NUGgde0K/PCD8/ts3uxZwNIfsrLyL+Di4qTfvPNOWU1gb88e716v1pMjq1bJWNbT8ayeCTlny1zNKjFRStAFeh+LwoWNK4dDwS0yUuqkenNtWq2a9C3eliZRFAncWid0kbZr12Tyzghq9uiRI7YlqPwlMVFiQ9aXddWqyTnJkxXjUVGyCiWQk2zelCVR66cDDNyGtfr1gTZtZKY+EI+lbm6wbJkUwJ47t+AbTl2S5czixcCHH+bPqN99t2TqvvQSMHasfG/jRuDnn+XieNAgnx4KAPcDt74sIE6hz3pmzl07d7q3ZMlMA/6YmBg0btwYixYtyvtebm4uFi1ahObNmzv8nebNm9vcHwAWLlyoef/Y2FgkJSXZfNi76y7tEiw9e0owqmJFySILhkwUNUAfFSWBL0Uxb+AWkPZu2QLceKN//n716rIk74UX3P/dUqWkvM+xY3K7bl1ZLeJImTKO6wur/LWUt1Qp89RebdxY6uy2bu2/x3A14fvvv1LPOzpaJo6ffVaC74G44DBCIErOAPpWLwAy9lm2TMZ3Zla5stRizszUvo+ZAgujR9tm15YoIX1KsWLSv1lztKmfu9SSJAsWyDJUfzp2zL97b/iDGrg1Q/1jIj2iomT1jzeBoFKl5BzrzoZ8jiiKXLubpX81u9Onvd9g1VNqxm2gArfqZZp1lmqRInKu9mTDzchICdwGsuSAWuM2M9P994p1qQR3krMCjYFbP/vPf2SjMkcZLL4WHS0vWEWRwOysWZK5ZN/pNGggJwAto0dLRoF1rdgaNWTWZfny/F2B331XalT6601Zpox7gVtfDJopvFjPsLlD78ZkKr0bsgTK8OHDMXHiREyZMgU7d+7EoEGDcPnyZQwYMAAA0K9fP4ywWqM8dOhQzJ8/H++99x527dqF0aNHY/369RgyZIjHbShfXpaZOzJunARvg0nZstI3dukig71Dhxxv8mQW5crJ67JBA//8/VKlJGPa02yFjh0lqLBmjaz4uOsux/fTyrj1pn5jsFE3I/Ln8boKgJ8+nV9PrEMHGft07RrYZXKhSM/qBUACtoHewdlTLVvm7//gyKZN5sm4rVDBcdZ469YFl7zu2ycZSt5o00YCxb//7vsNf+0dPRp8GbfFiknAmYFbChaFC0s5JzMEgq5fB/7807z1O83G0ea9gaLGdI4cCcwEW+PGsnLLVyIjZXIz0IHb7GzPAq/WgduTJ82bcRsmlzXGiYsD3nkncI8XGZm/aUKbNo6XSzVoAPzyi+PfVxQpifDjjwUHoJ9+Kh3J00/LwOn6dVkO6y8JCY43SdHCwC25q0oVWfLoblbkjh2ShR6sevXqhdOnT+O1115DamoqGjZsiPnz5+dlgx05cgQRVtOuLVq0wLRp0/Dqq6/i5ZdfRo0aNTBnzhzUNesuOAZo0AB48klg+HAZOGzeLP2pWXd2vvdeqYf59df+ewxv6nL17CnvzVtukc0vtZQt6zhwe/Cgf89PZmPUcj5AXu/WG6NZLMAdd8hHqApEyRlAVi/E6vjn3nGH9iZ9ZnPffXL+1Fr5ZaYat1ruvBP4v/+zrbt97Zr3JdF695aP997zbiLGYpGLUGcbFh47FnzjmMqVpTSNWVeyENlLSpLrU3/vc6PH7NkFVwqQtnLljJskKlFCkj/S0mzrzvpLYqIkzfhKVJSsQgxk8oq6kvbYMfcD7tY1bi9eNO8kODNuQ8yTTwIPP+x8pr5cOZlFcmTvXskkdJTtVqmSXCR36SLlFzypeeIOi8W94O2aNebJ0qDgcOONUgfaXa42PQoGQ4YMweHDh5GZmYk1a9agmdWWxkuXLsXkyZNt7t+zZ0/s3r0bmZmZ2LZtG7p06RLgFpvbQw9JIKJ5c+mH5s71rr6nv7VrJ0Fbsyz3txcdDbzyigRDnJVzSEyUTEN7e/fKShHyHYvFcb1ubzZlClaBKDnjjogI45Z0uqtKFRlPOlrtkpGRv2TTzMqVk2O4eFFu5+S4txGKlvh42ZSsTRvv/o6zcb4qGGvcWiwyZguX1RThZMKECahcuTLi4uLQrFkzrHWxi+HMmTNRq1YtxMXFoV69epg3b16AWuoeNXBrhozbQoWC/9olkNaskc1ojVC0qKxqrlzZ+QScWanzzYFMKoiOljIJe/a4P/63X4Fr1qQbBm5DTKdOMjv01FPa97FY5AWq7ipubelS4LbbnD9Gv36SaRCI8g8dOkitL1cyM2UpSrhdPJJ3evUCPvlE6iO7w8yZlGSM+HjZfbxmTQk0Tp5s/mymgQONboFr7g76rlyRpWV79zIry9fKlJHz/4EDtt/fsgWoV8+YNhnJDCVngtWNNwLbt8vXV67IBrdPPCFlvIJlAr5pUxlHA1IWxkz1nG+6yfWk9NWr/t80mUiPGTNmYPjw4Rg1ahQ2btyIBg0aoGPHjjilsSPmqlWr0Lt3bwwcOBCbNm1C9+7d0b17d2xztjzHIImJkoBkpv6B9ImJMe5az2KRDen+8x9jHt9bRoy/S5aUsl27drm/gaVaKkFR9G3uaRQGbkOMxSKz9a6WmUVHA82aSSmH69fzv79smesNTqKiZBlXIFL3u3QB/vjD9f3+/VeOh8gdyckSiFiyRP/vGFmsnsxNXZofHw989FH+5o7kX5GR+RsNvveeTF4y49b3Xn1VMlB++832+wsX+n8Fjhn16tUL48ePx2uvvYaGDRti8+bNBUrOnLSq46GWnPnqq6/QoEED/PTTT2FbcqZZM3ktAVK6a9o0mXwPpo1zWrQAVq6Ur1etMtcYtGXL/LZp4eQzmcX777+PRx99FAMGDECdOnXwxRdfoFChQpg0aZLD+3/00Ufo1KkTnn/+edSuXRtjxoxBo0aN8Omnnwa45a6plXC8KR1F4emvvwC7/UyDRqVKtvGlQFD3vPAkcSMuTlb4HTwYmPiWpxi4DVPPPCOZAoMGyWAZkEDD1q3mCkqVLStFph0tzwTyZ0WWLJGBKpG7HG0y4szOne5tTEbh6emnvd8BmPSpVEkGW4DUeG/XTpYmckmgb1WoIAEq60y+8+elJmk41RO2xpIznmndWi5KAXlN7dkD1K0LDBtmrgCoM40bS6AZkCB0ixbGtsda7dpSi1/LtWvG1sUmUmVlZWHDhg1o37593vciIiLQvn17rFY3bbGzevVqm/sDQMeOHTXvn5mZiYyMDJuPQElKko0L+X6jcBPokjZlykiJoKws999vCQnApUuyOWqjRv5pny8wcBumWrUCbr5ZBso7d8r35swpmEljBjff7DjrduNGKfkwf76UUzBD4XcKPjVryrIKvXbsYOCWyEw6dgR++kk2CoqNldtbtgRnXTCzK1lSNswA5LxcrJisWiByR4kSsizxzBkJ2lavLktChw8Pnh3PY2MleSA9HVi/3lyTFxERkkF0+bLjnx85wgxAMoczZ84gJycnb6WCKiUlBampqQ5/JzU11a37jx07FsnJyXkfFQI8q2u/2TcR+V7t2hJ49SRpJiFBzpebNpl71Q8Dt2GuZk3JTPr0U3nBmjFDqX9/Gczb17odP16Ct507A/ffz4t08ozFIheRu3ZJGQRn/vtfyQhytlkSEQVWly5Sn11RgM8+Ax57zLNNB0mfQoVkvPDuu8DffwPduxvdIgpGTz8tEwFqzfikJCl1EkzuvFMCzffea77SAx07Ao72a/r9d2D5ctbcpPAxYsQIpKen530cPXrU6CYRkY8VLixjf0/KpCUmSsbt9u3mTs7ivpxhrn594M03ZXOI+fONbo1j1atLra6SJSVDYM4ceXNlZMisyOHD5titk4LXqFHAXXdJ8HbOHO2N995/X7LLzFz/hijcWCzAn3/afs+Mk5Ch4vbbZWO7YsVc18Qn0tK6tdSmjgjiFJKBA4H77pN6+WbTvbsEx3v2zP+eosj3DhzQt/Evkb+VKFECkZGRSEtLs/l+WloaSqsFYu2ULl3arfvHxsYilrUKiEJe9+5Ajx7u/15CgsSTMjPNXdYkiIdL5AvJybIzbr9+rjc0M1KJEpLhM26c7Dz8yivA99/LzypWlM3WiDxVvbpk0W7eDHzyie3PsrOBBx+U+s9lywJffWW+zBoiokB57DGZOL3rLqNbQsEuMjK4z6cREeYM2gKyqU3x4rIKQd0PYscOWaGQmwvccYex7SMCgJiYGDRu3BiLFi3K+15ubi4WLVqE5s2bO/yd5s2b29wfABYuXKh5fyIKDxMmSFzLXaVKAWPGePa7gcSMW8LrrxvdAn0KFQJ695ai0998Ezx10Cg4/PSTfI6PlxIcjRrJ5MCsWbL04tdfZVM/IqJwFhnpeAk2EZnL+PHA0KHA9OmSSTR0qGwGF8zBcgo9w4cPR//+/dGkSRM0bdoUH374IS5fvowBAwYAAPr164dy5cph7NixAIChQ4eiTZs2eO+999C1a1dMnz4d69evx1dffWXkYRBRkKpdWzbafewxo1viHAO3FHT695cPIn/48kvJSJk2TTJtK1SQjTzmzDH3TpNEREREqkKFgJEjgbfeAk6cAA4dAooWNbpVRLZ69eqF06dP47XXXkNqaioaNmyI+fPn521AduTIEURY1VRp0aIFpk2bhldffRUvv/wyatSogTlz5qBu3bpGHQIRBbGYmPyVKWbGwC0RkZWyZYG6daV0wty5ssEHwA14iIiIKLhUrAjMni2b+DJoS2Y1ZMgQDBkyxOHPli5dWuB7PXv2RE/rAs5ERCGOgVsiIjvffy/1lMuUkWXBRERERMHon3+ASpWMbgURERF5ioFbIiIHypc3ugVERERE3qlSxegWEBERkTciXN+FiIiIiIiIiIiIiAKJgVsiIiIiIiIiIiIikwmawO25c+fQp08fJCUloUiRIhg4cCAuXbrk9P5PPfUUatasifj4eFSsWBFPP/000tPTA9hqIiIiIiIiIiIiIvcFTeC2T58+2L59OxYuXIjffvsNy5Ytw2OPPaZ5/xMnTuDEiRMYP348tm3bhsmTJ2P+/PkYOHBgAFtNRERERERERERE5L6g2Jxs586dmD9/PtatW4cmTZoAAD755BN06dIF48ePR9myZQv8Tt26dfHzzz/n3a5WrRrefPNN9O3bF9nZ2YiKCopDJyIiIiIiIiIiojAUFBm3q1evRpEiRfKCtgDQvn17REREYM2aNbr/Tnp6OpKSkhi0JSIiIiIiIiIiIlMLighmamoqSpUqZfO9qKgoFCtWDKmpqbr+xpkzZzBmzBin5RUAIDMzE5mZmXm31Zq4GRkZbraaiEio/YeiKAa3xBjqcbMfJSJPhXs/CrAvJSLvhXtfyn6UiLxlRD9qaOD2pZdewttvv+30Pjt37vT6cTIyMtC1a1fUqVMHo0ePdnrfsWPH4j//+U+B71eoUMHrdhBReDt79iySk5ONbkbAnT17FgD7USLyXrj2owD7UiLynXDtS9mPEpGvBLIfNTRw++yzz+Khhx5yep+qVauidOnSOHXqlM33s7Ozce7cOZQuXdrp71+8eBGdOnVCYmIiZs+ejejoaKf3HzFiBIYPH553+8KFC6hUqRKOHDkScie3jIwMVKhQAUePHkVSUpLRzfGZUD0ugMcWrNLT01GxYkUUK1bM6KYYQj1u9qPBhccWnEL12MK9HwXYlwajUD0ugMcWrMK9L2U/Gpx4bMEpVI/NiH7U0MBtyZIlUbJkSZf3a968OS5cuIANGzagcePGAIDFixcjNzcXzZo10/y9jIwMdOzYEbGxsZg7dy7i4uJcPlZsbCxiY2MLfD85OTmkXmzWkpKSQvLYQvW4AB5bsIqICIqy4j6nHjf70eDEYwtOoXps4dqPAuxLg1moHhfAYwtW4dqXsh8Nbjy24BSqxxbIfjQoeuzatWujU6dOePTRR7F27VqsXLkSQ4YMwf3334+yZcsCAI4fP45atWph7dq1ACRo26FDB1y+fBnffPMNMjIykJqaitTUVOTk5Bh5OEREREREREREREROBcXmZAAwdepUDBkyBO3atUNERAR69OiBjz/+OO/n169fx+7du3HlyhUAwMaNG7FmzRoAQPXq1W3+1sGDB1G5cuWAtZ2IiIiIiIiIiIjIHUETuC1WrBimTZum+fPKlSvb7Op22223+WSXt9jYWIwaNcph+YRgF6rHFqrHBfDYglUoH5seoXz8PLbgxGMLPqF6XO4I5ecgVI8tVI8L4LEFq1A+Nj1C+fh5bMGJxxZ8jDgui+KL6CYRERERERERERER+UxQ1LglIiIiIiIiIiIiCicM3BIRERERERERERGZDAO3RERERERERERERCbDwC0RERERERERERGRyTBw68SECRNQuXJlxMXFoVmzZli7dq3RTXJq7NixuPnmm5GYmIhSpUqhe/fu2L17t819rl27hsGDB6N48eJISEhAjx49kJaWZnOfI0eOoGvXrihUqBBKlSqF559/HtnZ2YE8FJfGjRsHi8WCYcOG5X0vmI/t+PHj6Nu3L4oXL474+HjUq1cP69evz/u5oih47bXXUKZMGcTHx6N9+/bYu3evzd84d+4c+vTpg6SkJBQpUgQDBw7EpUuXAn0oNnJycjBy5EhUqVIF8fHxqFatGsaMGQPrPRGD5diWLVuGu+66C2XLloXFYsGcOXNsfu6r49iyZQtatWqFuLg4VKhQAe+8846/D83v2Jeaq7+xxr7UnP2NNfaj7EcB9qNm62ussR81Z39jj30p+1KAfanZ+htVqPWjQGj2pexHDexHFXJo+vTpSkxMjDJp0iRl+/btyqOPPqoUKVJESUtLM7ppmjp27Kh8++23yrZt25TNmzcrXbp0USpWrKhcunQp7z5PPPGEUqFCBWXRokXK+vXrlVtuuUVp0aJF3s+zs7OVunXrKu3bt1c2bdqkzJs3TylRooQyYsQIIw7JobVr1yqVK1dW6tevrwwdOjTv+8F6bOfOnVMqVaqkPPTQQ8qaNWuUAwcOKH/++aeyb9++vPuMGzdOSU5OVubMmaP8+++/yt13361UqVJFuXr1at59OnXqpDRo0ED5559/lOXLlyvVq1dXevfubcQh5XnzzTeV4sWLK7/99pty8OBBZebMmUpCQoLy0Ucf5d0nWI5t3rx5yiuvvKLMmjVLAaDMnj3b5ue+OI709HQlJSVF6dOnj7Jt2zblhx9+UOLj45Uvv/wyUIfpc+xLzdXfWGNfat7+xhr7Ufaj7EfN1ddYYz9q3v7GHvtS9qXsS83V36hCrR9VlNDtS9mPGtePMnCroWnTpsrgwYPzbufk5Chly5ZVxo4da2Cr3HPq1CkFgPL3338riqIoFy5cUKKjo5WZM2fm3Wfnzp0KAGX16tWKosgLOCIiQklNTc27z+eff64kJSUpmZmZgT0ABy5evKjUqFFDWbhwodKmTZu8zj2Yj+3FF19Ubr31Vs2f5+bmKqVLl1befffdvO9duHBBiY2NVX744QdFURRlx44dCgBl3bp1eff5448/FIvFohw/ftx/jXeha9euysMPP2zzvf/7v/9T+vTpoyhK8B6bfefuq+P47LPPlKJFi9q8Hl988UWlZs2afj4i/2Ffaq7+RsW+VARDf8N+lP0o+1Fz9TUq9qMiGPobRWFfyr6UfanZ+htFCc1+VFFCty9lP2pcP8pSCQ5kZWVhw4YNaN++fd73IiIi0L59e6xevdrAlrknPT0dAFCsWDEAwIYNG3D9+nWb46pVqxYqVqyYd1yrV69GvXr1kJKSknefjh07IiMjA9u3bw9g6x0bPHgwunbtanMMQHAf29y5c9GkSRP07NkTpUqVwk033YSJEyfm/fzgwYNITU21Obbk5GQ0a9bM5tiKFCmCJk2a5N2nffv2iIiIwJo1awJ3MHZatGiBRYsWYc+ePQCAf//9FytWrEDnzp0BBPexWfPVcaxevRqtW7dGTExM3n06duyI3bt34/z58wE6Gt9hX2q+/kbFvlQEQ3/DfpT9KPtRc/U1KvajIlj6G/al7EvZl5qrvwFCsx8FQrcvZT9qXD8a5c0BhaozZ84gJyfHphMAgJSUFOzatcugVrknNzcXw4YNQ8uWLVG3bl0AQGpqKmJiYlCkSBGb+6akpCA1NTXvPo6OW/2ZkaZPn46NGzdi3bp1BX4WzMd24MABfP755xg+fDhefvllrFu3Dk8//TRiYmLQv3//vLY5arv1sZUqVcrm51FRUShWrJihx/bSSy8hIyMDtWrVQmRkJHJycvDmm2+iT58+ABDUx2bNV8eRmpqKKlWqFPgb6s+KFi3ql/b7C/tS8/U3APvSYOtv2I+yH2U/avtz9WdGYj8afP0N+1L2pexLbX+u/swoodqPAqHbl7IfNa4fZeA2RA0ePBjbtm3DihUrjG6KTxw9ehRDhw7FwoULERcXZ3RzfCo3NxdNmjTBW2+9BQC46aabsG3bNnzxxRfo37+/wa3zzo8//oipU6di2rRpuPHGG7F582YMGzYMZcuWDfpjo/DAvjR4hGpfyn6Ugh370eARqv0owL6Ugl8o9aWh3I8CoduXsh81DkslOFCiRAlERkYW2LUwLS0NpUuXNqhV+g0ZMgS//fYblixZgvLly+d9v3Tp0sjKysKFCxds7m99XKVLl3Z43OrPjLJhwwacOnUKjRo1QlRUFKKiovD333/j448/RlRUFFJSUoL22MqUKYM6derYfK927do4cuQIgPy2OXs9li5dGqdOnbL5eXZ2Ns6dO2fosT3//PN46aWXcP/996NevXp48MEH8cwzz2Ds2LEAgvvYrPnqOMz6GvUU+1Lz/S/ZlwZff8N+lP0o+1Hbn6s/Mwr70eDsb9iXsi9lX2r7c/VnRgjlfhQI3b6U/ahx/SgDtw7ExMSgcePGWLRoUd73cnNzsWjRIjRv3tzAljmnKAqGDBmC2bNnY/HixQXSshs3bozo6Gib49q9ezeOHDmSd1zNmzfH1q1bbV6ECxcuRFJSUoHOJ5DatWuHrVu3YvPmzXkfTZo0QZ8+ffK+DtZja9myJXbv3m3zvT179qBSpUoAgCpVqqB06dI2x5aRkYE1a9bYHNuFCxewYcOGvPssXrwYubm5aNasWQCOwrErV64gIsK2m4mMjERubi6A4D42a746jubNm2PZsmW4fv163n0WLlyImjVrBt2SNIB9qRn7G/alwdffsB9lP8p+1Fx9DfvR4Oxv2JeyL2Vfap7+JpT7USB0+1L2owb2o25vZxYmpk+frsTGxiqTJ09WduzYoTz22GNKkSJFbHYtNJtBgwYpycnJytKlS5WTJ0/mfVy5ciXvPk888YRSsWJFZfHixcr69euV5s2bK82bN8/7eXZ2tlK3bl2lQ4cOyubNm5X58+crJUuWVEaMGGHEITllvfOkogTvsa1du1aJiopS3nzzTWXv3r3K1KlTlUKFCinff/993n3GjRunFClSRPnll1+ULVu2KN26dVOqVKmiXL16Ne8+nTp1Um666SZlzZo1yooVK5QaNWoovXv3NuKQ8vTv318pV66c8ttvvykHDx5UZs2apZQoUUJ54YUX8u4TLMd28eJFZdOmTcqmTZsUAMr777+vbNq0STl8+LDPjuPChQtKSkqK8uCDDyrbtm1Tpk+frhQqVEj58ssvA3qsvsS+1Fz9jSPsS83X31hjP8p+lP2oufoaR9iPmq+/sce+lH0p+1Jz9Tf2QqUfVZTQ7UvZjxrXjzJw68Qnn3yiVKxYUYmJiVGaNm2q/PPPP0Y3ySkADj++/fbbvPtcvXpVefLJJ5WiRYsqhQoVUu655x7l5MmTNn/n0KFDSufOnZX4+HilRIkSyrPPPqtcv349wEfjmn3nHszH9uuvvyp169ZVYmNjlVq1ailfffWVzc9zc3OVkSNHKikpKUpsbKzSrl07Zffu3Tb3OXv2rNK7d28lISFBSUpKUgYMGKBcvHgxkIdRQEZGhjJ06FClYsWKSlxcnFK1alXllVdeUTIzM/PuEyzHtmTJEofvr/79+/v0OP7991/l1ltvVWJjY5Vy5cop48aNC9Qh+g37UnP1N/bYl5qvv7HGfpT9qKKwHzVbX2OP/aj5+ht77EvZlyoK+1Kz9TfWQqkfVZTQ7EvZjxrXj1oURVHcy9ElIiIiIiIiIiIiIn9ijVsiIiIiIiIiIiIik2HgloiIiIiIiIiIiMhkGLglIiIiIiIiIiIiMhkGbomIiIiIiIiIiIhMhoFbIiIiIiIiIiIiIpNh4JaIiIiIiIiIiIjIZBi4JSIiIiIiIiIiIjIZBm6JiIiIiIiIiIiITIaBWwppDz30ELp3727Y4z/44IN46623/Pb3d+zYgfLly+Py5ct+ewwiCm/sR4mIvMe+lIjIO+xHKVxZFEVRjG4EkScsFovTn48aNQrPPPMMFEVBkSJFAtMoK//++y9uv/12HD58GAkJCX57nHvvvRcNGjTAyJEj/fYYRBSa2I8K9qNE5A32pYJ9KRF5iv2oYD9KjjBwS0ErNTU17+sZM2bgtddew+7du/O+l5CQ4NdO1ZVHHnkEUVFR+OKLL/z6OL///jseffRRHDlyBFFRUX59LCIKLexHBftRIvIG+1LBvpSIPMV+VLAfJUdYKoGCVunSpfM+kpOTYbFYbL6XkJBQYDnFbbfdhqeeegrDhg1D0aJFkZKSgokTJ+Ly5csYMGAAEhMTUb16dfzxxx82j7Vt2zZ07twZCQkJSElJwYMPPogzZ85oti0nJwc//fQT7rrrLpvvV65cGW+88Qb69euHhIQEVKpUCXPnzsXp06fRrVs3JCQkoH79+li/fn3e7xw+fBh33XUXihYtisKFC+PGG2/EvHnz8n5+xx134Ny5c/j777+9fEaJKNywHxXsR4nIG+xLBftSIvIU+1HBfpQcYeCWws6UKVNQokQJrF27Fk899RQGDRqEnj17okWLFti4cSM6dOiABx98EFeuXAEAXLhwAbfffjtuuukmrF+/HvPnz0daWhruu+8+zcfYsmUL0tPT0aRJkwI/++CDD9CyZUts2rQJXbt2xYMPPoh+/fqhb9++2LhxI6pVq4Z+/fpBTYYfPHgwMjMzsWzZMmzduhVvv/22zWxjTEwMGjZsiOXLl/v4mSIicoz9KBGR99iXEhF5h/0ohQWFKAR8++23SnJycoHv9+/fX+nWrVve7TZt2ii33npr3u3s7GylcOHCyoMPPpj3vZMnTyoAlNWrVyuKoihjxoxROnToYPN3jx49qgBQdu/e7bA9s2fPViIjI5Xc3Fyb71eqVEnp27dvgccaOXJk3vdWr16tAFBOnjypKIqi1KtXTxk9erTT47/nnnuUhx56yOl9iIicYT/KfpSIvMe+lH0pEXmH/Sj7UbLFjFsKO/Xr18/7OjIyEsWLF0e9evXyvpeSkgIAOHXqFAApRL5kyZK8ujoJCQmoVasWAGD//v0OH+Pq1auIjY11WGTd+vHVx3L2+E8//TTeeOMNtGzZEqNGjcKWLVsK/M34+Pi8WUQiIn9jP0pE5D32pURE3mE/SuGAgVsKO9HR0Ta3LRaLzffUDjk3NxcAcOnSJdx1113YvHmzzcfevXvRunVrh49RokQJXLlyBVlZWU4fX30sZ4//yCOP4MCBA3jwwQexdetWNGnSBJ988onN3zx37hxKliyp7wkgIvIS+1EiIu+xLyUi8g77UQoHDNwSudCoUSNs374dlStXRvXq1W0+Chcu7PB3GjZsCADYsWOHT9pQoUIFPPHEE5g1axaeffZZTJw40ebn27Ztw0033eSTxyIi8jX2o0RE3mNfSkTkHfajFIwYuCVyYfDgwTh37hx69+6NdevWYf/+/fjzzz8xYMAA5OTkOPydkiVLolGjRlixYoXXjz9s2DD8+eefOHjwIDZu3IglS5agdu3aeT8/dOgQjh8/jvbt23v9WERE/sB+lIjIe+xLiYi8w36UghEDt0QulC1bFitXrkROTg46dOiAevXqYdiwYShSpAgiIrTfQo888gimTp3q9ePn5ORg8ODBqF27Njp16oQbbrgBn332Wd7Pf/jhB3To0AGVKlXy+rGIiPyB/SgRkffYlxIReYf9KAUji6IoitGNIApFV69eRc2aNTFjxgw0b97cL4+RlZWFGjVqYNq0aWjZsqVfHoOIyCjsR4mIvMe+lIjIO+xHyUjMuCXyk/j4eHz33Xc4c+aM3x7jyJEjePnll9mxE1FIYj9KROQ99qVERN5hP0pGYsYtERERERERERERkckw45aIiIiIiIiIiIjIZBi4JSIiIiIiIiIiIjIZBm6JiIiIiIiIiIiITIaBWyIiIiIiIiIiIiKTYeCWiIiIiIiIiIiIyGQYuCUiIiIiIiIiIiIyGQZuiYiIiIiIiIiIiEyGgVsiIiIiIiIiIiIik2HgloiIiIiIiIiIiMhkGLglIiIiIiIiIiIiMhkGbomIiIiIiIiIiIhMhoFbIiIiIiIiIiIiIpNh4JaIiIiIiIiIiIjIZBi4JSIiIiIiIiIiIjIZBm6JiIiIiIiIiIiITCasArfjxo2DxWLBsGHDjG4KEVFQYj9KROQ99qVERN5hP0pE4SJsArfr1q3Dl19+ifr16xvdFCKioMR+lIjIe+xLiYi8w36UiMJJWARuL126hD59+mDixIkoWrSo0c0hIgo67EeJiLzHvpSIyDvsR4ko3IRF4Hbw4MHo2rUr2rdvb3RTiIiCEvtRIiLvsS8lIvIO+1EiCjdRRjfA36ZPn46NGzdi3bp1uu6fmZmJzMzMvNu5ubk4d+4cihcvDovF4q9mElEIUxQFFy9eRNmyZREREXzzZexHichowd6PAuxLich4wd6Xsh8lIqMZ0Y+GdOD26NGjGDp0KBYuXIi4uDhdvzN27Fj85z//8XPLiCgcHT16FOXLlze6GW5hP0pEZhKM/SjAvpSIzCUY+1L2o0RkJoHsRy2KoigBeSQDzJkzB/fccw8iIyPzvpeTkwOLxYKIiAhkZmba/AwoOCuXnp6OihUr4ujRo0hKSgpY24koBCgKMGgQMk6cQIW//8aFCxeQnJxsdKvcEgr96KlTQPHigF0ziShYbN6MjP/7P1Q4ezYo+1EgNPpSADh+HKhTB7BYgGPHgIQEQ5pBRO7KzQUefRQZ58+jwqJFQdmXhko/au3aNaB8eeD6dWDjRqBaNaNbREROrV+PjPvuC/iYNKQDtxcvXsThw4dtvjdgwADUqlULL774IurWrevyb2RkZCA5ORnp6ekB6dyzs4GdO4HKlYHERL8/HBH5mqLI6CsmRm5fvy79SIkSAetHfCkY+1EiCgGZmUBsbN7NjNRUJJcpE7T9SCj1pdWrA8WKAVOnAjVqGNYMInLFfkyalYWMS5eQXLy44f2IJ0KpH7X200/Sl9atyyQDIlMywZg0pEslJCYmFujACxcujOLFi+vq2I1wyy3Ahg3Ar78Cd95pdGuIyC3XrwOPPw6cPy+jsMhIIDpaPoJUMPajRBTkVq8G7rsPmDlTBkYAUKiQsW3yUij1pbt2AVEhfQVBFAKysoCHH5ax6Q8/ABEREsAN4jdvKPWj1u691+gWEJGmZcuAPn2A2bOBJk3kewaMSYOvInmIu/FG+bx+vbHtICI3XboE3H038O23wNy5wKpVRreIrAwfDtSqBfzzj9EtISKnfvkFuP12WYc/ZozRrSEHgjjuQxQeMjKArl0lLf7nnwGdG3kREZGVmTOBDh1kTPrWW4Y2JeyGXkuXLjW6CU41aQJ89x0Dt0RBJS1NBsgbNgDx8cCMGUCrVka3ym/M3o86sm8fsHu3BG7VBD4iMpnPPweGDJFajF27Sl8awoKxL7V25QoQFyeJfERkEidOAJ07A1u2AIULywqwZs2MbpXfBHs/qvr2W2DJEmDcOKBsWaNbQ0T48EPJ/FEUoHt3mQgzEIdaJqNmX2/YIK8RIjK5PXuA5s3lTVuihIy67rrL6FaRHfWaZfVqY9tBRA4oCvDyy8CTT+ZtoIM5cyToQKajKMBttwHJyVI2gYhMYscOGZNu2QKkpMgS306djG4V6TBhAvDf/8q/jIgMlJsLPPcc8MwzMuAZPFgmwOLjDW0WA7cm06CBZC6kpsqEKRGZ2Jo1QIsWwMGDQNWqUh4hhLMaglmLFvKZFSyITOb6daB/f2DsWLn9+uvAl19yPb6JWSwyVs3OZp9KZBorVgAtWwJHjgA33CAz1Y0aGd0q0kldqMfALZGBMjOlnu1778ntceOATz4xxa6BDNyaTKFCrHNLFDQURdaKNmkiV6/cXtu0mjaVc+6xY8DRo0a3hojyREQAFy/KG3TSJGDkSIkMkqlxMozIZBQFuHpVMm5XrgSqVDG6ReSG1q3lMwO3RAaKjJQa4dHRkgL/4oumGZMycGtCarkEBm6JTO6WW4CFC6U8QkqK0a0hJwoXBho2lK9ZLoHIRCIjgWnTpB8dMMDo1pBOauB2xQpj20FE/9OqlYxJ//pLSndRULn1Vvm8fTtw5oyxbSEKW1FRwI8/ypi0b1+jW2ODgVsT6tlTVgrefbfRLSEiG4oC/Oc/Us9W1bIlkJBgXJtIN2aIEZnEzp2SxaAW84+PD+kNHUNRixaShLJ3r5T3IqIAy82VFQpbtuR/r1UrWb5JQadkSaBuXfn677+NbQtRWNm6FXjllfwxaeHCcn1vMgzcmlDnznIevvlmo1tCRHmuX5dssNGjZbfz9HSjW0RuatlSStGULm10S4jC2MqV8mZ85x3ggw+Mbg15qEgRoH59+Xr5ckObQhR+MjMlG+yNN4AuXYBLl4xuEflA27byefFiY9tBFDaWLpUJr7feAj77zOjWOMXALRGRKxcvAnfeCUyZIst633hDttOmoNKrF7BtG/DSS0a3hChMzZoFtGsHnD8vGzn262d0i8gLak1GBm6JAujCBcny+eEHWdY7dixXfoWI22+XlQynThndEqIwMH060LGjJGPdeivQu7fRLXKKW/aa1MmTUoexRg2gXj2jW0MUxk6elAzbTZtk+dnMmZLdQERE+n36KfD007IU7e67JejAJb1BrVMnKZOg1mYkIj87dkzGoFu3SrB21izgjjuMbhX5SMeOUt+2WDGjW0IU4t5/H3j2Wfm6Rw/g+++BuDhj2+QCM25NavTo/NcQERlk1y7ZnXfTJik+tXQpg7Yh4Pp1ZjMQBUxurtSzfeopCdo+/jjw888M2oaALl1kD4/77jO6JURhYPt2GZNu3So1n5YvZ9A2xMTHM2hL5Fe5ucAzz+QHbZ9+Gpgxw/RBW4CBW9Nq1kw+r1ljbDuIwtobbwCHDwPVq0sKPAtPB70ZM6TKxSOPGN0SojCxbZtkNgDSp37+uSzvJSIi/UaPlozbWrVkTNqwodEtIj/KyTG6BUQhaONG4JNP5Ot33gE+/FDKIAYBjpxNSg3crl8vHXeQvJ6IQssXX8jOkm+8IRm3FPQqVwauXgVWrZLkP4vF6BYRhbj69YHJk4HsbKB/f6NbQz6mKMCePUBGBuc2ifzqm2+AokWBceOYlhnC9u0DBg4ETp8GduwwujVEIaZJE2DiRMmwNXlNW3vMuDWpWrWAxETg8mVZGUNEAbJ0qVyJAlI/7MsvGbQNITfdBMTGAmfPAnv3Gt0aohB1/LhE81R9+jBoG6KmTZMx69ChRreEKARZj0mTkoCvvmLQNsSVKgWsXAns3AkcOWJ0a4hCwJEjwP79+bcHDAi6oC3AwK1pRUbmZy6sXWtsW4jCQm4u8NJLQNu2wFtvGd0a8pOYmPy+lTuhE/nBjh1Sh7FjR9m5ikJaixbyed064MoVY9tCFDJyc4Hhw2VMqpaaobCQlCRJgQCwZImxbSEKelu2yJi0UydJYw9iDNyaWNOm8pl1bon8LCsL6NcPePttuZ2ba2x7yK9atZLPDNwS+djy5UDLlsDRo5Lafu2a0S0iP6tcGShXTiphcLxK5AOZmZIN9sEHcptj0rDTtq18XrzY2HYQBbXFi+Wi78QJydwJ8jEpA7cmxg3KiAIgI0O2xp46VVLdJ00CRo40ulXkR61by2cGbol86KefZIfzCxcku2HlSonqUUizWPL71GXLjG0LUdA7f15WK/z4IxAdDXz/PfD880a3igLs9tvl86JF+ZUyiMgN06ZJlm1GhgxSVqwAKlQwulVeYeDWxFq1kvP1rFlGt4QoRJ04IZ35okWyCdnvv0vdGwppLVoAERHAgQNSipOIvPTRR8B990mmWPfu0qcWL250qyhA2rSRz0uXGtoMouB29Khc/P39t6yX/+MPqQ9OYefWW2XRyvHjwK5dRreGKIgoCvDuu9J3Xr8uY9M//5SNHYNclNENIG3Fi/N8TeQ3167JAPnAASAlRYK2jRsb3SoKgKQkYPBgoGxZWTlDRF744gtg2DD5+skngY8/ltULFDbUZb2rVgFXrwLx8ca2hyjoXLki0bojR2RwMm8e0KCB0a0ig8THS17JwoXAggVA7dpGt4goSHz8MfDCC/L1sGHAe+9Jtk4ICI2jICJyV1wcMGIEcMMNwOrVDNqGmY8/lr3oSpY0uiVEQe6++4A6dYBx44BPP2XQNgzVqCGxpqwsCd4SkZsKFZJgQ506MiZl0Dbsde8O3H03UL260S0hCiIPPCDX9u+/L3XCQyRoCwAWRWHlFGcyMjKQnJyM9PR0JCUlBfzxjxyRMkcWC/DsswF/eKLQc+2aBG21bvuB0f2I0cL9+IlCDvtRQ5j5OZg6FUhOlrIJiYlGt4YoSLAvDbhwP36ikBMm/WjohKBD1KFDUpNe3ViUiLzw8cdAw4bA6dP53/Nzx07mdfw4MH267KVERDodOwbcfDMwYUL+99iPhr0+fYA772TQlkgXRQHGj5fVXufO5X+ffSkRkX6HDgE33QRMnJj/vRDtRxm4NbnGjSXD+/hxuVYiIg/k5soMyNChwO7dwH//a3SLyATatwd69+ZO6ES6bdsGNG8un8eNAy5fNrpFRETBJScHeOYZGZfu2CEzyEQaDh0C1q0zuhVEJrR5s4xJd+0C3npLiuyHMAZuTa5w4fwyR6tXG9sWoqCUmSmpQOPHy+2xY2XATGGvdWv5zMAtkQ5Ll8rmOceOAbVqAStWyCCF6H9WrgRefpnjVSJN164BvXoBH30kt8ePl00diRz46SegShVg0CCjW0JkMgsXyibjqalA3brA8uUhvzMqA7dBoEUL+cwNH4jclJ4OdO4s2QxRUcB338mOVBaL0S0jE2jVSj4vX25sO4hMb8YMoGNH6VNvvVUidJUqGd0qMplJk2RudPZso1tCZELnzgEdOgA//wzExAA//MANTMipli3l88aNwJkzxraFyDT++1+gSxfg0iXgttvkQq58eaNb5XcM3AYBBm6JPHD8uETmliwBEhKAefOABx80ulVkImrG7YYNwMWLxraFyLQ++AC4/34gKwvo0UOyHIoVM7pVZEJt28rnJUuMbQeR6Rw5IpNey5fLLn5//in9KpETZcoA9epJSeRFi4xuDZEJjBsH9OsHZGdLHzp/PlCkiNGtCggGboOAGrjduDHkS3cQ+U50NHDlClC6tKyFv+MOo1tEJlOxIlC5spSbW7nS6NYQmVR2tnx+6inJvA3RTR/Ie2rgduNGbvpIZEMdk5YrJ8Hb224zukUUJNTLl/nzjW0HkSmoY9LnngOmTgViY41tTwAxcBsEKlWSGbeICKm9TEQ6lColGQ2rV8tuk0QO3H67fF682Nh2EJnWc88Bf/0lNRkjI41uDZlYuXLADTfIfqB//210a4hMpEyZ/DFpvXpGt4aCSOfO8nn+fOlbicLaK6/ImPTddyU4FkbC62iDlMUiy87S0xl/InJqxgxg8uT829WqSUolkQYu7SWyc/488MQTQEaG3LZYgHbtWBucdGnfXj4vXGhsO4gM9/33khGmqlkTqFDBuPZQUGrVSvYBTU0FNm82ujVEAXbmjIxJL12S2+qYNAwxcBskatbk6kQip95/X2rdPPIIsG6d0a2hINGxo1xXzZ1rdEuITECtw/jll8CAAUa3hoKQuqx3wQJj20FkGEUB3n5b9lUYMAD491+jW0RBLDY2v1/9/Xdj20IUUAcPyg59X34JPPaY0a0xXJTRDSAi8kpurizl/eADuT1oENCokbFtoqBRsiTwwANGt4LIBP79V3bpPXFC1ryPHm10iygItW0rFTXOnwfOneM+dhRmcnKAoUOBCRPk9tChLI1AXnvmGaBv3/wVDUQhb8MGoGtXIC1NNiUZOdLoFhmOgdsg8uyzsqPkjz9KDTGisJeZKTtL/vij3H77beD557mkl4jIHYsWAffcA1y8CNx4I/DHH1zSSx5JTga2bwdq1Ai78nMU7q5eBfr0AWbPlnHoBx9I4JbIS61bG90CogCaPx+4917g8mWgQQNg3jygbFmjW2W4kB5Sff7556hfvz6SkpKQlJSE5s2b448//jC6WR5bu1YSYlatMrolRCZw4YKsc//xR9mtd+pU4IUXGLT1g1DrS+2dPSsx/yeeMLolRAaYNk12P7l4EWjTBlixgkFbPwj1ftRazZoM2lKYOXtW0iFnz5a17TNmMGjrJ+HUlxKFncmTgbvukqBtu3bAsmUM2v5PSA+rypcvj3HjxmHDhg1Yv349br/9dnTr1g3bt283umkeadFCPq9ebWw7iExh2jTZtjoxUbLDuN7db0KtL7WXkwO89JKUUDp92ujWEAXQ5cvAiy8C168D990nu54XKWJ0q0JSqPejjiiKfBCFvO++k8yaIkWkwHPPnka3KGSFY18KAIcPSwWjUaOMbgmRn2RkACNGANnZsnph3jwgKcnoVpmGRVHCa0hVrFgxvPvuuxg4cKCu+2dkZCA5ORnp6elIMviF88svQPfusopx2zZDm0JkPEUBXnkF6NVLllGYmJn6EV9xpy8NhuOvV0/61ZkzZXUOUdjYuhX44QfgjTdMnSYZDP2Iu4J5TOrK0KHSn86ZAzRtanRriPxMUWQGuF8/uVAzsWDqR/QKtTGpIytXyt6hRYsCp04BUSx4SaFo40YZOIwezTGpnbB5y+fk5GDmzJm4fPkymjdvrnm/zMxMZGZm5t3OyMgIRPN0UTNut2+XFTnFixvbHqKAW70aqF8fKFxYbr/5JksjBJievtTM/aiWtm0lcLtkCQO3FOKuXpWBccuWcrtePW6eE2ChMCZ15dgx4ORJST5k4JZC0sqVshlufLyMRd9+2+gWhZ1QHZM6csststnjuXPAP/9IEJco6F25IrVA1fdvo0bcZFyDecPYPrJ161YkJCQgNjYWTzzxBGbPno06depo3n/s2LFITk7O+6hgojpvJUsCtWvL1ytWGNsWooCbPl3qL/bqJUsoLBYGbQPInb7UzP2olrZt5fOiRca2g8ivzp0D7rhD6oYtX250a8JOKI1JXenQQT4vXGhsO4j84rvvgNtuk+W8OTlGtybshPqY1JHISKBTJ/l67lxj20LkE6dPA7ffLmPSf/4xujWmF/KB25o1a2Lz5s1Ys2YNBg0ahP79+2PHjh2a9x8xYgTS09PzPo4ePRrA1rqm7iq5bJmx7SAKGEUB3nsP6N1b6jAWKsRBsgHc6UvN3o860ratrMjZvRsIguYSue/wYcmyXbkSiIsDcnONblHYCbUxqTN33CGfV62Sfe+IQoKiAG+9BfTvL0kE8fEckxog1MekWrp1k89z5rB+OAW5/ftlOfmaNexHdQq7Grft27dHtWrV8OWXX+q6v9nq4EybJmU9BwwAXnvN6NYQ+VlODvDss8BHH8ntYcMkiGvimjeOmK0f8QV3+tJgOf7mzWXC95tvgIcfNro1RD60eTPQuTOQmgqULy8bOtata3Sr3BIs/Yg7gn1M6kqNGsC+fcCsWcA99xjdGiIv5eQATz0FfP653H7hBWDsWI5JTSAUx6SOZGTICtysLGDHjvyVuERBZd064M47pVhz5coyJq1Vy+hWucWIfiS4zjQ+kJuba1PnJtjcfz9w8CCDthQGrl2TF7watH3vPeCDD4JugByqgr0vdaRDB0noPnXK6JYQ+dBff8lyndRUqWW7enXQBW1DVSj2o9a6dpXPv/9ubDuIvHblCtCjhwRtLRbg44+lpi3HpKYQ6n2pKilJVpYDknVLFHT++EPKzJw6Bdx0k4xJgyxoa5SQ3pxsxIgR6Ny5MypWrIiLFy9i2rRpWLp0Kf7880+jm+Yxjg8obPTtC/z8MxATA0yZIkFcMkQo9qWODB8OvPwyEBtrdEuIfGTdOsm0zc6WeiCzZwPJyUa3KiyFSz9qrUsXmXudN0+W9bIsPQWtXr2A336TAcLUqRLEJUOEY19qrXt3iXVlZRndEiI3rVwJ3HWXrF644w65zk9MNLpVQSOkA7enTp1Cv379cPLkSSQnJ6N+/fr4888/cYdaeCuI5eYCZ8/KcgmikPTiizIymTpVZubIMKHcl1pjPItCTuPGskY9MhKYPJmzEgYKl37UWps2QJMmMmdw9aqsaCAKSi+/DGzaJBvl3nqr0a0Ja+HYl1rr109KJsbEGN0SIjfdcouUSEhOBiZO5IvYTWFX49ZdZqyDM3++7NNUvz7w999Gt4bIh65elQLlqmvXZBOdIGfGfiSQgvH47V+KREEjJ0c+1AFxVhYQFRX0S3aCsR/xNT4HRAHEMWlICvfjJwqo7GxZchMdLbczM2V8GuRLcFjjlnSpUgW4cEE24QuDcj4ULv76C6haVZb2qkJggEzBZcUKoE4dWeJLFHTUOowPPSRLcwAZIAd50JaIKKD++AOoVk2ybFUck5KJKApw6JDRrSBy4tIloFs34NFH5QULyMqvIA/aGoUj+SB0ww1AqVIStLWOcREFralT83c8f/ddo1tDYax0aWDnTinDdOmS0a0hcsOZM0D79sAvvwCzZgFbtxrdIiIAkrj4xx/A+fNGt4RIh2+/lTqMJ08C779vdGuICjh7FqheXWICGRlGt4bIgVOnpE7SvHnAjz/KxRV5hYHbIGSxAK1aydfLlhnbFiKvKIrsytu3ryyl6NUL+O9/jW4VhbFq1WRVw/XrLEVDQeTgQaBlS6kLXrQosHAh0KCB0a0iAiBl6rt0keAtkWkpCjBmDPDww1Ju5sEHgW++MbpVRAUUKyYrz69fB3791ejWENnZtw9o0QJYvx4oXhxYvFiWM5JXGLgNUm3ayOelSw1tBpHncnKAp58GXnpJbj/7LDBtGjfPIUNZLLLRKQAsWGBsW4h02bgRaN4c2LMHqFhR0sXV2V0iE7j9dvk8b56x7SDSlJ0NPPEE8NprcnvECGDKFG6eQ6ZksQA9e8rXP/5obFuIbKxdK2PS/fslE2bVKtmUjLzGwG2QattWPq9YIfuOEAWVa9dkxPHppzL6+PBDYPx41mEkU+jUST4zO4xMb8ECmclNS5MdS1evBmrXNrpVRDbUmuHz5kl8jMhUrlwB7rkH+OorGZNOmAC89RbrMJKp3XeffJ4/n+USyCR+/12CVGfOAI0by5j0hhuMblXIYJQkSN14I1CypNQNW7PG6NYQuSkqSq7eYmKAGTOAoUONbhFRnvbtZQna3r3yQWRasbEye3v77VI7qWxZo1tEVEDz5rJa8vx5STggMpXoaBmTxsUBP/8MPPmk0S0icqluXaBmTRkCzJ1rdGuIINf1WVlAx46yLDwlxegWhRQGboOUxQIMHgyMHAmUK2d0a4jcFBUFTJ8OLF+ev9aHyCQSE4HWreVrLu0lU2vTBliyRNLDk5ONbg2RQ1FRstcTAMyZY2hTiAqKjgZmzpQx6T33GN0aIl0slvys25kzjW0LEQCpNbd0qRReTkgwujUhh4HbIDZqFPD660DVqka3hEiHTZuAF16QzR8AoFAhoGlTY9tEpOGBB4CBA2WlD5FpZGdLPfBt2/K/16IF6zCS6XXvLp9/+SV/GEBkmLVrpY6t+mJMSACaNDG2TURuUnNfWC6BDHH9uqya3b07/3stW8pkGPlclNENIKIw8OefwL33ApcuAZUqSbo4kYk9/LB8EJnG5ctA796SyfDzz8CuXbK0lygI3HEHEB8PHDoEbN8uy3yJDPH775KqeOUKUK0a8MgjRreIyCN16wKvvALcdpvkwxAFzKVLMnMwf74sT9y+nUkEfsbAbZA7f17K2tWqJXVuiExnyhQZFGdnS8Hyvn2NbhERUXA5fVrWmq9ZI8HaDz5g0JaCSqFCMhyoW1fGrESGmDgReOIJIDdX6jD26mV0i4g8ZrEAb7xhdCso7KSmAl27Ahs3ysn9ww8ZtA0AlkoIck8/LcvPvv/e6JYQ2VEU2ZX3oYckaNu7N+swUlDJzZXVlL/+anRLKKzt3y/lENasAYoVA/76i3UYKSj17AnUri3BBqKAUhSpMffYY3Jy799fTu6JiUa3jIgoeOzZI2PSjRuBEiVkn4WuXY1uVVhg4DbItW0rnxcvNrYdRDays6UcwiuvyO3nn5fZhdhYY9tF5IaFC4FmzWSDadZkJEOsXw80bw7s2ydlZlaulPphRESkz/XrsvLr9dfl9quvAt9+yzqMFDK2bQOeeUb2fSbym9WrJWh78KCUmVm9mvvVBBADt0Hu9tvl89q1UmqEyBQ2b5blaBYL8NFHwDvvABHsbii4tG4tNRmPHQO2bjW6NRSWXn9dyiTcdJMMkLnGnILcokWyOv3rr41uCYWNdeuAyZNlHPrFF8CYMUz7ppDyxx+yWv3zz41uCYW00aOBs2dlI8dVq4Dq1Y1uUVhhJCXIVa4sH9nZwPLlRreG6H+aNAG++QaYOVPqeRAFofh4oF07+ZrlEsgQ330HDBkC/P03UKaM0a0h8tqWLcCPPwL//a/RLaGw0aIF8NVXwOzZwOOPG90aIp/r3VvmIpYtAw4fNro1FLJ++EHGpEuXAqVKGd2asMPAbQhQAwt//WVsOyjMHTgA7N2bf7tfP6BHD+PaQ+QDd98tn3/5xdh2UJhQFGDBgvzbRYoAn3zCOowUMtRhwfLlwMmTxraFQtjevTIuVQ0cmH9CJwox5csDt90mX0+bZmhTKJQoitSNUxUrJmPSwoWNa1MYY+A2BNxxh3y2vtYjCqgNG6QOY8eOQFqa0a0h8pm77pIshnXrpGQCkd9kZ8vGOR07yppHohBUsaLUDlcU4OefjW4NhaR//pExaadOwJkzRreGKCD69pXP//0v92UgH8jKkg3GO3RgDQ6TYOA2BLRrJ4GFbdsYMyMDzJ8PtGkDnDoFJCXJbr1EIaJ0abn+A4C5c41tC4Wwy5eBbt2k8GdEBBAXZ3SLiPzmvvvk88yZxraDQtDcubIByNmzMibNyTG6RUQB0aOH7AG9c6dsNULksYsXgTvvlHJdkZHcXNwkGLgNASVKADNmAPv3AykpRreGwsq330rHfvky0L69FFdiHUYKMd26yedFi4xtB4WoU6eAtm2BefOksPKsWcATTxjdKiK/ufde+cxyCeRTX34J3HMPcPUq0Lmz1GHkhRGFieTk/GogrCFOHjt5UhKyFi4EChWSybCHHza6VQQGbkNGz55A1apGt4LChqLIbucPPyzZDA8+CPz+u2Q3EIWYvn3l+m/GDKNbQiFn3z7ZOGfdOqB4cZkdUGcKiEJUxYrALbewXAL5iKIAI0fKhFdurtSznTsXSEgwumVEAfXgg7JnFPeNIo/s2iXLDDdtkhfR338DXboY3Sr6nyijG0BEQej994FRo+TrESOAN9+Ueh1EIahsWfkg8qmMDODWW6XGUZUqUnbmhhuMbhVRQNx3H3D9uqwaI/LK2LHAG2/I16NGyQfHpBSGunSR/Riio41uCQWdc+dkTHr2LFC9uoxJq1UzulVkhRm3IWTSJEnU2brV6JZQyHvoIaB2bWDCBOCttzhAJiJyV1KSTHw1agSsWsWgLYWVoUOB9euB++83uiUU9B55RPrPiROB0aM5JqWwFRnJoC15qFgx4PnnZffQVasYtDUhBm5DyKxZsjJo/nyjW0Ih6cqV/K+LF5dlFE8+aVx7iALo4kVgyBDgxhuBzEyjW0NBzbovHTpUBsilSxvXHiIDRPAKhLxh3Y+WKgVs2SIBXCJCTg7w55+sIU46WPelL7wg5RFKljSuPaSJw6YQcscd8nnBAmPbQSFo3z6gQQPZ+EHFHSYpjBQuDMyeDezYwU3KyEOKArz2mmQzXLiQ/332pRTG0tOBOXOMbgUFld27gbp1ZYNcFftRojy9ewOdOgHffGN0S8i0cnOBF18EWraU0l2ArFZgX2paDNyGkA4d5PPy5baTJ0ReWbtWNs/Ztw94913g2jWjW0QUcBERwP/9n3z944/GtoWC0PXrsmHOmDHAtm3AL78Y3SIiw126BJQvD9xzD7B3r9GtoaCwapWMSQ8eBN55B8jKMrpFRKZz553yedIkic8R2cjKAvr1kz5082bZYJxMj4HbEFKrFlChgizj/ftvo1tDIeH334G2bYHTp4GbbgJWrADi4oxuFZEh7rtPPv/yC68VyQ2XLgF33y3ZYRERwFdfAf37G90qIsMlJACtWsnXU6ca2xYKAnPmAO3aySY6TZsCy5YBMTFGt4rIdO69V8roHzwILFlidGvIVDIyZBe7qVOBqCgZm/bubXSrSAcGbkOIxSLvQ4ATJ+QDX38tu91duQJ07CizAazDSGGsZUugTBlZ5f7XX0a3hoJCWhpw221SfL5QIYn6P/qo0a0iMo2+feXz999LNREihz77DOjRQ1Z93XknsHgx6zASaShUCHjgAfn6iy+MbQuZyIkTQOvWUvMtIQH47TfZcJyCAgO3IcY6cMsBMHnsP/+R4EJOjmSG/forkJhodKuIDBURIdeNAMslkA579wLNmwMbNgAlSkjai7p+kYgAyPxw4cLA/v3AmjVGt4ZMR1GAl18GBg+WNd+PPSYF5wsXNrplRKam7h89ezZw/LixbSET2LVLxqT//gukpEhCVseORreK3MDAbYhp107GMpUq5deZJnKbuvRs5EhZQhEdbWx7iExCLZcwZw7LJZALhQoB2dlAtWpSl7FpU6NbRGQ6hQtLjVtAsm6JbFgs+WPS11+X9MGoKGPbRBQE6tWTUjQ5OVKhicJcoUKy30LNmsDq1UCjRka3iNzEM1+IKVxYypHGxxvdEgpqL70E3HprfvE5IgIg5RKaNpXPly+zvB45Ua4csHAhULQoUKqU0a0hMq2+fSVoO3068MEHnCsmO6NGAe3by7iUiHQbPFg2LedqBkLFilLnLSUFKF7c6NaQB5hxG4IYtCW3paUBDz8MXLwoty0WBm2JHIiIkAHw++9LPI7IxuefAz/8kH+7Zk0GbYlcaNdOriXPnwfWrjW6NWS4EyeAgQNldhSQMSmDtkRu+7//k32l//jD6JaQIT76CPj55/zbdeowaBvEQjpwO3bsWNx8881ITExEqVKl0L17d+zevdvoZgXM6dPA1atGt4JMb88eqXnz7bfA448b3RoyoXDvS4lcUhTglVekqFz//sDOnUa3iEyG/ai2qCjZ4PrwYVnNQGFs504Zk06aBAwZYnRryITYl+oXHS19qsVidEsooHJzgeefB4YNA/r0AfbtM7pF5AMhHbj9+++/MXjwYPzzzz9YuHAhrl+/jg4dOuCyOoMbwvr0kewFzrCRU//8A7RoARw8CFStKpuSEdkJ575US06OrIJndhjh+nXZlfett+T2q68CtWoZ2iQyH/ajzrVrB5Qvb3QryFArVkiU6cgRoEYN2WeByA77Us+kp0syO4W4zEwJBI0fL7dHj5a9FijohXSN2/nz59vcnjx5MkqVKoUNGzagdevWBrUqMEqVkgSgefNkmQRRAb/+CvTqJWnZTZoAv/0m0X4iO+Hcl2p54w0ZC91zDzBrltGtIcNcvAjcey+wYAEQGQl8+aUs8SWyw35Uv6tXWfYr7MyaBTzwgAQdbrlFxqglShjdKjIh9qXumzYNeOIJ4O67uQlkSEtPlwuTJUtkKcukScCDDxrdKvKRkM64tZeeng4AKFasmOZ9MjMzkZGRYfMRjLp0kc+//y7Z8kQ2vvoK6N5dro66dJEOnkFb0slVXxoq/agzPXrI599/B86dM7YtZJCTJ4E2bSRoW6gQMHcug7akWziNSfU6dAjo2BFo2FCSDyhMfPqpTIBlZgLdugGLFjFoS7pxTOpazZoyzzx9OnD0qNGtIb84dkxqgS9ZAiQkSPYeg7YhJWwCt7m5uRg2bBhatmyJunXrat5v7NixSE5OzvuoUKFCAFvpO23aAElJQGoqsG6d0a0hU0lPl1TB3FwJMvzyi3TwRDro6UtDpR91pm5doEEDICsL+Okno1tDhpgyBdi0SZa4/P13/owpkQvhNibVq0QJYNUqKb2/bJnRraGAOHcOGDNGIvWDBslGOoUKGd0qChIck+rTuDHQtq2U+froI6NbQ37xzTfAtm1A6dLA8uXAHXcY3SLysbAJ3A4ePBjbtm3D9OnTnd5vxIgRSE9Pz/s4GqTTUjExQOfO8vWcOYY2hcwmOVlm4d54A5g4UZZSEOmkpy8NlX7Ulb595TOXnYWpF14AXnoJWL1ays0Q6RRuY1K9EhKA+++Xr7/5xti2UIAUKyalut5+G5gwQUrOEOnEMal+zz0nn7/6SnJ4KMSMHCkbkq1eLctWKOSEReB2yJAh+O2337BkyRKUd7HzQWxsLJKSkmw+glX37vL5l18MbQaZwcWLMvumathQdkDnNqPkBr19aSj1o8707i1voeXLZYkvhYHFi4Fr1+TriAhg7FjZ2JFIp3Adk+r1yCPyeeZMlqEJWenpwMqV+bdvvlkmwjgmJTdwTOqezp2BOnXkknDiRKNbQz7x11+y9A+QMek77wCVKxvaJPKfkA7cKoqCIUOGYPbs2Vi8eDGqVKlidJMCqnNnIDoa2LlTlp1RmEpNBW67DejQQdYgErkp3PtSLeXKAbffLl9PnWpsWygAPv0UaN8e6NePxePJbexH9WnaVMrQXLsGfPut0a0hnzt+HGjdWsakrOVGHmBf6hmLJT/r9sMPpaQ0BbH335dyCA8/zDFpmAjpwO3gwYPx/fffY9q0aUhMTERqaipSU1Nx9epVo5sWEMnJwKuvysC3dGmjW0OG2L0baN4c2LgRSExkWQTySLj3pc6o5RLWrjW2HeRHubnAiy8CTz0ldRiLFeMgmdzGflQfiwUYPFi+/vxzvtVCyvbtMibdskU24uCYlDzAvtRzDzwgSQdpaczlCVq5ucAzzwDPPiu3ixXjbp5hwqIoofuftmgsufn222/x0EMP6fobGRkZSE5ORnp6etguraAgtWoVcNddstawWjVg/nygenWjWxWWgr0f8bYvDfbjd+bSJdkLoFkzrvIMSVlZks2gplSPGcMyMwYJ9n6EY1L9Ll+W4EJ6upTkV/dsoCD2999Sw+3CBdnifv58Luk1SLD3IxyTemfJEnnrMVE5CF27Jqu+Zs6U2++8I2nUHJMGnBH9SEhPdYZwTJrIuTlzpADntWuy7vC334CSJY1uFQUp9qXaEhKAW24xuhXkF+npQI8ewKJFkhk2cSKgM8BGZI/9qH6FCwOvvy79a5s2RreGvDZzpixPycoCWrQA5s4Fihc3ulUUpNiXeqdtW6NbQB45f14mv5Ytk1qYkydLCjWFjZAO3JI4dAj4+WeZ4L7zTqNbQ363fLkEG3Jz5R8+fbpcBRGRX12+LHsDxMcb3RLymqIA99wjqSkJCcBPPwEdOxrdKqKw8fTTRreAfGLRIqBXr/w+depUniSJTGLbNuCGG4CYGKNbQk4pilzTr1olZWZmz87fZIPCRkjXuCUxbZpk0U+YYHRLKCBatJAZuUcflY6dQVsiv3vzTaBMGeC774xuCfmExSJlESpXliW+DNoSEbmvTRsJOAweLJm3DNoSmcLgwUC9ehy3BgWLBXjjDalvsXw5g7ZhioHbMPB//yef//pLyp1SCMrKkg8AiIwEfvgB+PJLbvxAFCBxccDFi8A33xjdEvLK5cv5X7dsKRs8NmpkXHuIwlh2tmxQdvPNQEaG0a0h3TIzgevX5euoKFmx8MknMj4lIlNQtz0ZM0Yq65EJWY9J27YFdu0C6tc3rj1kKAZuw0CtWjKjlp0N/PKL0a0hn8vIALp2BQYOzN9VMiaGhcqJAujBB+X6dN06YOtWo1tDHvnpJ8lm+Pff/O9x/SCRYSIigI8/Btav56RY0LhwQVYoPPEEx6REJvbEE0D58sCRI1yVa0rTpgFVqwLbt+d/j2PSsMbAbZjo2VM+q5sQUog4cUKWof31l5RF2L3b6BYRhaVSpYBu3eTrL780ti3kgY8/Bu67Dzh9WlL8iMhwERHAs8/K1x98kJ/ESSZ19CjQqpWUl5k5EzhwwOgWEZGG+HjZBBKQcl/nzxvbHvofRQHefRfo0wc4dQr46iujW0QmwcBtmFADtwsXslxCyNi5E2jeHNi8WaJGS5dKejURGeKJJ+Tzd99J2QQKArm5UgR+6FAZLD/5JFNPiEykb18Z4hw9yuQDU9u6Vcak27ZJwfdly4Bq1YxuFRE50a8fULeuBG3HjTO6NYScHBmPvvCC3B42TGYticDAbdhguYQQs2KF1F88cgSoUQNYvRpo0sToVhGFtXbtgJo1JWj73/8a3RpyKTNTMhree09ujx0LfPop6zASmUhcHPDUU/L1u+/mr74nE1myBLj1VuD4caB2bRmTNmxodKuIyIXIyPyA7UcfyQQZGeTaNaBXL6kHDsjY9IMPZOkJERi4DSv33ScD4JMnjW4JeWXOHKB9e5keveUWYNUqqYFDRIayWCRhEwC++MLYtpALGRlAp07A9OlSnPi774CXXmIdRiITGjQIKFRIFhgtWmR0a8jGjz9KX5qRIWUSVqwAKlUyulVEpFOXLkDr1kCRIsDBg0a3JkxduADccQfw889Sx3b6dGD4cKNbRSbDwG0YGTJEyve9/LLRLSGvJCXJ8t6775YrmBIljG4REf1P//7AK68Av/5qdEvIqbg4CdgmJgLz5snuckRkSsWLAw8/LF+/+aaxbSE7SUmyvLdHD2DBAqBYMaNbRERusFiAyZNlm5TWrY1uTZiKj5f05+Rk4M8/JfOWyE5UoB6oX79+aNu2LVq3bo1qrHlkiCJFjG4B+cTttwPLlwONG0vggYhMIzkZeOMNo1tBLsXESGbD4cNSR4iITO2FF4BDh5h8YDqdOkmW7c03s8wMUZCqUsXoFoS52FhZUXviBFCnjtGtIZMKWMZtTEwMxo4dixo1aqBChQro27cvvv76a+zduzdQTSArhw8b3QLSLStL1l/v3Jn/vWbNGLQlCgK5uUa3gPL8/bdEfdQimUlJDNoSBYkKFWQlQ/PmRrckzF27Bjz+OGB9/XbLLQzaEoUARQGmTQOmTDG6JWHgr7+AUaPybxcpwqAtORWwwO3XX3+NPXv24OjRo3jnnXeQkJCA9957D7Vq1UL58uUD1Yywd/WqJGpWqQIcO2Z0a8il9HSgc2fg88+Bu+6SIC4Rmd769VI3bMQIo1tCAIAZM4AOHWQDsu+/N7o1ROQlblJmgPPnpR/96iugWzfZ8ZiIQsbs2bJn69ChQGqq0a0JYd9/L9f3r78udcKJdAh4jduiRYuiePHiKFq0KIoUKYKoqCiULFky0M0IW/HxQOHCMuD94QejW0NOHT8uxYYWLwYSEoDPPpPlvURkeqmpwB9/yCZlGRlGtybMvf8+cP/9MvHVowfQs6fRLSIiD50+DTzzDHDPPUa3JMwcOQLcequU6kpKAiZM4MovohDTrZskeKWny9445GOKAowbJ/sqZGfL2LRbN6NbRUEiYIHbl19+GS1atEDx4sXx0ksv4dq1a3jppZeQmpqKTZs2BaoZBKBvX/nMpCMT275d1gNu2QKULi1LfDt0MLpVRKRTly5ArVoStJ040ejWhKncXInwPPus3H7qKcm8jYsztl1E5LHLl4FPPwV++UVKq1IA/PuvjEl37ADKlZPgbdu2RreKiHwsMhL4+muZk/n5Z+Cnn4xuUQjJyZFxqLoU77nngKlTpb4tkQ4BC9yOGzcO+/fvx6hRozB9+nR88MEH6NatG4oWLRqoJtD/3HsvEB0tMcGtW41uDRWwbJlkNRw9CtSsCaxeDTRqZHSriMgNEREyJgOADz8Erl83tDnh59o1yWT48EO5/c47wEcfsQ4jUZCrXBkYMEC+fuEFlkzwu0WLgFatZNOcG2+UMWn9+ka3ioj8pGHD/Njik08CZ84Y2pzQcPWqBGAmTAAsFhmbvvuuXCwQ6RSwV8umTZvwyiuvYO3atWjZsiXKlSuHBx54AF999RX27NkTqGYQgGLFgK5d5eupU41tC9lRFODNN4ELF4AWLYCVK+UqhYiCTp8+QEqK1BOfMcPo1oSZf/6RdJHoaDnRPf+8DJaJKOiNHi2lv1avlsxb8hNFAcaMAS5eBNq0kRTnChWMbhUR+dmrrwJ160ppmqefNro1IWD5cjlZxcZKTduhQ41uEQWhgAVuGzRogKeffhqzZs3C6dOnMW/ePMTExGDw4MGoXbt2oJpB/6OWS5g6lbuem4rFAkyfDgwfLrtNFi9udIuIyENxcfkD3nffZWZYQN12G/Dll8D8+cADDxjdGiLyobJlpQoKIJlh3CPLTywWmQB77jngzz9l13MiCnkxMcCkSZIQOmMGV+h6rUMHybZduFAyb4k8ELDAraIo2LhxI95//33cfffdaNu2Lb7//nvUq1cPT3MqJ+C6dgWSkyUTbOlSo1sT5nJzgd9/z79dtCjw3nuSTkJEQe2JJ2RDyC1bZLMy8qOtW4FDh/JvP/IIcPvthjWHiPznhRdkbnvXLuDbb41uTQjJyQHmzcu/Xby4zDyyDiNRWLn5ZuCDD2SP7Hr1jG5NENq0SQItqkGDpOwMkYcCFrgtVqwYmjVrhmnTpqFGjRqYMmUKzpw5g40bN+KDDz4IVDPof+LigLffBubMYR9iqMxMyQa7807gk0+Mbg0R+VixYrLS9MsvgXbtjG5NCFu8WGqDd+4MnDtndGuIyM+Sk4GRI+Xr99/nigafuHoV6NlTsju++sro1hCRwZ5+WqqkkJsWLABat5Yx6YULRreGQkRUoB7o+++/R6tWrZCUlBSohyQXHn/c6BaEuQsXgHvukZTn6GjJtCWikKMu6SU/+eEHoH9/2QGuYUPWsiUKE088IQlNzz3Ht73Xzp0D7r5b9laIiWFZBCKysWePVJ/iQmkXpkyRFV/Z2bLRBU9O5CMBC9x2VXfDIiLg6FGgSxdg2zYgMRGYNQto397oVhGRn2VnA5GRHMf5hKIA48fLmmlAMsW++06WlBBRyIuNlVX85KVDh4BOnYDduyWV+ZdfmGZHRHlOnAAaNwYuXZLqKX36GN0iE1IU4K23ZGc3QJ6kSZNkIozIBwJWKoHM6dw54LXXZJKdAmTbNqB5c/lcpgywbBmDtkRhYNo0oFYtWUFFXsrJAYYNyw/aDhsmGzsyaEsUtlavZskEt23aJGPS3buB8uUl45ZBWyKyUrYsMGSIfP3II8D69ca2x3Sys4Enn8wP2r74oiQSMGhLPsTAbZhTFKl1++uvwMaNRrcmDJw9KzVvjh8HateWq4yGDY1uFREFwIYNwP79MlnG4IKXXnsN+Phj+fq992QHjQgOaYjCkaIA998PtGghC5hIp7Q0CdKmpsruQ//8A9x4o9GtIiITeuMNKX997RrQvTtw8qTRLTKRl14CvvhCltN98gkwbhzHpORzfEWFueLFpcwqINn85GfFiwOvvCKb6KxYAVSqZHSLiChAXngBKFwYWLuWwQWvPfUUULOm1LcdPtzo1hCRgSwW6Q4Aqb/IvWB0SkmRgEPbtsDy5UC5cka3iIhMKjISmDpVVo4dPy5B3IwMo1tlEsOGATVqAD/9lJ+aTORjDNwSHnlEPn//PXDlirFtCUmKIkWBVMOHyw7oxYoZ1yYiCriUFODZZ+XrESNkLy1yg3U/Wro0sHWrpNkRUdh76SWgenWpxfj880a3xsTsx6QjRgB//im1bYmInEhOllW6JUtKlZW775YM3LBk3Y+WLw9s3w783/8Z1x4KeQzcEm6/HahWDUhPlxqM5EM5ObKlfMuW8gQDkhoSHW1su4jIEM89B5QqBezdC3z9tdGtCSKbN0tK3X//m/899qNE9D/x8fkrx77+Gli40Nj2mFJODjB4MHDbbflBB45JicgN1asD8+fL3toREWGahLB+vWTYzpiR/z32o+RnDNwSIiKAQYPk6wkTWHvRZ65dk2ywjz4CtmzhjkREhMREKc8KAP/5j+2EPWn46y+pDX7iBPDhh7IJBBGRnVat8lepPvoocPGise0xlStXgB49gM8/l00tFi0yukVEFKQaNZK9tefNk3FtWPnjD5n8Sk2V/RVyc41uEYUJBm4JADBggGzGvXmz7JdFXjp3DujQQWrdREdLKnPPnka3iohM4NFHZZVDWhrw229Gt8bkvv8e6NxZIjC33SbBhqgoo1tFRCY1dixQuTJw+HB+aZqwd+YM0K4d8MsvQGwsMHMm0K2b0a0ioiDWsKHEDgBJ+vr22zAomzBpEnDXXcDly8Add0hSFjchowDhK40ASLnVxx6Tj1KljG5NkDtyRDYfW74cSEqS9SS9exvdKiIyiZgY4LPPJJGUJVo1KIrsyvvgg5Jh26uX9KVFihjdMiIysYQEubauUAF44AGjW2MCBw4ALVoA//wDFC0qNSR69DC6VUQUQt58E3j4YaBLlxDdHFJRgNdfBwYOlJIzDz4omRdJSUa3jMJIyAduly1bhrvuugtly5aFxWLBnDlzjG6SaX30EfDll1K7hjy0bRvQvDmwc6fszrtihRQRJgpi7Ed9r0MHSYAiBxQFeOop2TQHkLS5adMkU4woiLEvDYy2baWO+G23Gd0Sg23aJEHbvXuBihWBlSulngRREGM/aj6tWsmk2ZIlchm8b5/RLfKh3Fzg8ceBUaPk9ogRwJQpkoVBFEAhH7i9fPkyGjRogAkTJhjdFAoHRYrIkokbb5SaE/XqGd0iIq+xH/WvY8dknwP6H4tFMsMsFqkfNn48l6JRSGBfGjjW8zwHDoTpBjpqP9qggYxJa9c2ukVEXmM/aj5t2kjN2/LlgV27gGbNJIgbEiIi8q/vJ0wA3npL+lWiAAv5QnGdO3dG586djW5GUNm4EfjqK8nAZYKTm8qXl/XPKSlc0kshg/2o/yxdCtx5J1C6tCTsq/XCwt7rr0sdsaZNjW4Jkc+wLw286dOBRx6RZbwff2x0awKscmWpC16+PJf0UshgP2pON90ErF0LdO8un9u3B159FRg5MgS2Jhg3Drj3Xo5JyVDB/jYiH8vOBu6+Gzh+XGbLBgwwukUmpyjAu+8CVarkbz5Ws6axbSKioNG4sVxP798PvPGGfISlQ4dkGdrnnwOFCkk2AwfIROSl+HjZR+aTT4D69SWIG7IURbLB6tbN33ysTh1j20REYaNMGUlIePJJYPJk2Szy3nuBunUVnD9/HseOHcOFCxdw6dIlKIoCRVEAABaLBbm5uVAUBRaLBRH/W2Vl+V9mq/X91K+1qH/DFUf3i4iIQHx8PEqkp6PilCm49uGHSE5JQWxsLMekZDgGbu1kZmYiMzMz73ZGRoaBrQm8qChg6FDghRdkdepDD3E1gKacHGDYMODTT6XOTePGQNWqRreKyHDh3o+6IzFRupAePWRCv0cPyVoIK5s2yY4WqakSZfniC6NbRGQK7Eu9162bJPC/9poEE2rVkv1jQ052NjB4sCyZi4sDdu+WurZEYY79aGDFxwPffit7OZw9C0RF7cTQoZ+jUKFCOH8+HVevXkahQoXygrMq64CtGsR1l56grcViQeHChZGYmIjExEQkJCQgMTERhQoVQnZ2NiI3bEC1d95B/MWL2JOWhvmdOyM+Ph5FixZF0aJFERMTA0VRkJKSgmrVqqFo0aK6AsVE3mLg1s7YsWPxn//8x+hmGOqxx4AxY4AdO4A//pDrabJz9SrQty8wa5ZEtt9+m0Fbov9hP+qe//s/SdifOVNWOaxbB0RHG92qAFmwQKLVly5JOtzIkUa3iMg02Jf6xquvAlu3Sh/bowewahVQrZrRrfKhy5eB3r2BX3+VMel77zFoS/Q/7EeN0bu3fD50KB5nzpxBgwaPYvr0Znj//Tjcc08EFCUXaWlpOH36NA4fPoyjR4/iwoULuHjxIi5evIjc3FwAsAmKugrMOvpZbm4ucnJykJ2djezsbGRlZeHIkSMOf79JWhpe3LgRcTk52JecjI8KFcKFNWt0HW+dOnXQtGlT3HrrrUhJSdH1O0TusCieTGcEKYvFgtmzZ6N79+6a93E0K1ehQgWkp6cjKYzqQz33nIz72rYFFi82ujUmc/aspHCsXCmZtv/9L3DffUa3ikwsIyMDycnJIdGPsB/1j1OnZEXr2bOSHRYW8cspU2TdcnY2cPvtMhGWnGx0q8ikQqkfBdiXBtrly7Lz+aZNUt1q5UpZ1hv0Tp+WQulr10qm7bRpwD33GN0qMrFQ6kvZjwaHNWvW4J57YnHyZEMAQJEi+1CjxjSUKrUeTZo0QlxcHLKzs5GZmYns7GzExMTkBVyvX7+OrKwsXLt2Le/naiBW/extOCsyMhIdjhzB45s3I1JRsLl0aYy96SZciYx0+bsVK1ZEVFQUjh8/bvM6A4B27dqhQYMGqFOnDkqVKsXM3BBiRD/KjFs7sbGxUsckzA0dKpuTLVkCbNggVQAIUoexc2fZMrNIEWDOHNlKk4jysB91X6lSUoPxgQdkxUO3bpKAGpLUOoyvviq3H3hA1tXFxBjbLiKTYV/qO4ULyyqyli2lpvhHH0l5mqC2fz/QqROwbx9QrJhk3LZoYXSriEyF/ajxmjVrhl9/3Y/+/Wdj165OuHChOtatew2FCp3AwYO/o3z5RYiJuZx3/5iYGERFReV9qP/DxMREREZG5n1f/dr6c3R0tM1t+/ILaoA4KysLWVlZOH/uHBr9+ivu370bAPBX+fL4tH595FiVckhKSkKZMmUQGxuL3Nxc7Nu3D9euXQMAHDx4Ajk58QBiEBkJRERk5pWZXLRoERYtWgQAuP3221GtWjUULlwYDRo0QIkSJQLwzFMoCfnA7aVLl7Bv37682wcPHsTmzZtRrFgxVOQyIk0VKgC9egFTp0ph8Z9+MrpFJjFligRty5cH5s8HbrzR6BYR+R370cC4/35JOq1aVeowhqxTp4APP5SvX3hBTjJ2tc6IQhH7UmOlpAALFwJffgm8+abRrfGBb76RoG3lyjIm5ea4FAbYjwanxo2rYfPmSpg8+XeMHZuDI0c64sqVstix41GcPdsa99zzIRRFQdu2bZGYmAgABTJp7UslKIqCS5cu4ezZszh79izOnz+fl/Wq3tdisSA6Ojrv48qVK9i/f3/e36geH4/uR48CAI4+9BASHnsMfY/HY8kS4ODB6zh1KhJ79hTGpUuFcfVqHK5di0fr1pMRE/MnFEVBWtot2LjxRatW5iIq6ipiY88jLu4cKlf+FWXK/IPFixdj0aIlABRYLECpUqVw5513onv37szEJV1CvlTC0qVL0bZt2wLf79+/PyZPnuzy90NpOYm7tm+XwuIvvAA8/TQ3KQMA5ObKGuYnnwTKlTO6NRQkgr0fYT8aOLm5YRLDXLMGWL9eNtMh0iEU+hH2peaTnQ1cvAgULWp0SzyQkyMrF55+OkTqPlAgBHs/wn40+CmKgrlzF2PkyF04dKgLKlRYiKpVfwUAXLtWDGvXjkLx4lvRo0cl3HJLPNq3r4CEhFjs2rULBw8ezPs7FosFCQkJKF68OIoXL46iRYsiNja2QCD0+PHjWLduI86fj0FWVknEx9fEmTOFcPBgDg4cyEXxnSsxqM0/iBnSAdevX8fcucUwduwNmu2fNk1q+B45cgSff34O48Y11Lxvo0Zvo2zZFQCAM2fqY9Om51C06E6UKPEvUlLWIj7+DF599VU0bdqUAdwgYkQ/EvKBW2+Fe+eenQ1EhXxetgt//CH1F7nMhjwU7v1IuB+/p65fB7ZsCZFSNWfOyGqFkNzOnQKB/QifA1/LyQH69wc2bwb++gsoXdroFunw+++SVRE2O1iSr4V7PxLux282s2bNwqRJU2CxyGZkx461webNz9ncx2LJRlzcWcTHn8INN0xH3bqn0K1bN1y4UBp799ZBQkIhZGcDmZnAtWtAejpw4QIwbBjQrBnwzTffICJiAB5+WDIjSiENVXEA/6B53mN8/TUwcKB8vWaNlC0rV04+SpeWkmbFiwNJSdk4efIf7N27CXFxcahZszbS0zOgKPLYV69GITMzFpmZRZGRkYAqVQ7h+PEN2LZtGy5fHo6ff25gc2xJSftRrtzfKF9+MUaNGoSW/9/efYdHUXVhAH9303tvQIDQe1EEAQWUXhQUaaIgKirYEBvYAMtnRywICgoWFEVFVBSp0os06aFKCJCQQrLpZXe+P45JCARI252Znff3PPMku+xuzg7Jyc2Ze8/t3Nlu55qqD3vckuYYumirKNIA7bnnZA3zggUGmQpHRGpLSQH695fC7caNQNu2akdUBcePSx/GM2eAtWudpBJNRHqXkCB7OZw5I3/c//IL0Lr11Z+nCkUBpk2TY9QoYP58LoUjIt27/fbbcfvtt+PIkSOYOHEiwsN34ppr3kRKSnNkZMTAYolBYaE3cnIikJMTgfz835GQsAexsbGwWOrg5Ze9L/vaPXtKbu/Vqxfmz98Ks7kD2vnvxw/ZAxFiS8HHI/6CqXUTRETkonHjTBw8mImsrCxkZKRh3Li84lYMcXFx2Lv3FAoKCmA2m9GiRQvUr18fAJCZaYGLi8wi9vZW4O2dD0XJg4tLFkJCQhAcHI0WLUJxzTXXIC7uAFxc1iE5uQnOnGmL2NgQWCz1YbHUx6FDo5Cb+yQCAt7AmDFjMGjQoOL+vEQAC7dUDlar9Ljds8dJeoKVh9UKPPooMGuW3I6OVjceIjKUwEBZupuTIxuVbd8uV/t1Z8cOoF8/6Wtbpw7gffkBNhGRI9WsCaxfL3vOHj4sG5ctWCA5V1MKC4Fx42RKGMAxKRE5nYYNG+LXX39FVlYWfv75Zyxc+AkAQFFMyM0NRk5OOLKzwxEaKv1p//rrL5w/fxrR0X1hs7nAbC787yiAq2sW3Nyy8MUX/2Dx4pMAAJvNjMevP48p27ciID8fZ729cfjURJw971uu+KKiouD634y2f//9F2lpaQgICEBgYGDxpmlmsxmKosBsNhdviJefn4/AwEA0bNgQ3bt7YcyYktdMSpK9LT7/HDhzxgR//38BAPPmzcOsWYsxYcJw9OvXjy0UCABbJVwVl1MA+/YBLVvKhf29ew2wH1d2tuxyvmSJvOkZM6R/GFElGT2PGP39V1ZaGtC+PXDkiHQYWLUKcHdXO6oK+OMPYMgQICsLaNMG+P139mGkSmMe4Tmwl/PnJVWtWiXDvsmTgalTNdKNIDNTdgv+/XdZ9TVzJvDQQ2pHRTpm9Dxi9PevJ7m5ufj777+xcuVK7Ny584qPrVevHjw8PODr64vatWujTp068Pb2RnZ2NrKyshCycSOumz4drvn5SKlXD5smT4YtLAyurq7FhdELy2I2mw2FhYUwm81wcXEBgEsKqEUbn3l4eMDd3b14AzR3d3e4u7vD1dW1+HUsFgvS09ORnp6O1NRUJCYmIjU1Fbm5ucjPz4e7exQ6d26CZs2a4cUXX8WKFZ/Az+8ImjWbi19/nQ5f3/IVmMkx2ONWg5jcxe23A4sXyyyEn39WOxo7Sk4GbrkF2LJFetouWAAMHqx2VKRzRs8jRn//VXHokCzzslikF+Pnn+ukY8u8ecDYsbJ6oWdPWbbB/3uqAuYRngN7KiiQfogffyy3b7klD7/8cuW9DRRFKbVzebU7d0565mzfDnh5AQsXArfeWv1fhwzF6HnE6O/fGeTk5ODYsWPYsWMHlixZgoKCgis+vs/Jk3ho7164APg7PBxvXXMNcsvZD9JkMhUXbhVFgc1mK/68qoKDg+Hh4VE8kxfAf1/rRnz88WDYbC4wmQrQps1qbNzYC15enHmrFSzcahCTuzh4EGjRQnY837BBlpM5HUUBOnaUjuRBQdLsjBvpUDUweh4x+vuvqj/+kOtJVivw5JPA229rvLXhb79JwABw992yvFdXU4VJi5hHeA4cYdEi4KGHbGjc+DlMnNgOy5cvL/VHNSAzsbKyspCbmwsAsFqtsNlssNls1fLHPACYFAXvrV+P+hYLLG5ueLl9e8QGBcHPzw8BAQEIDQ1FWFgYIiMjERUVhfDwcISEhMDX17fMXdWJihg9jxj9/Tu7wsJCJCUl4ezZszh+/DiUH37AkO++AwAsj47GzJYtYSvnDAgfHx8EBgaWaong5eUFDw8PmM3mUofJZLrkvqLZumazGVarFYWFheX6uq6ursjLi8HMmQ2wfLnEGh2djueei8UDD7Rj71sNYOFWg5jcSzzwADBnjtQ2N27UeOGgstaulTe6eDHQrJna0ZCTMHoeMfr7rw5ffAHcc4/saLt3r8Y7DhQUyPKMNm2kMbpT/rIgR2Me4TlwlMxM4PvvP8fixYsBAPHxN8HbOwHBwQcr9DoXztQCSmboFv2RbzKZ4OrqCldX10sKACaTCc3PnsWdmzZhdr9+SAkJgdVqRX5+PrKyspCZmVnh9+Xj44MePXqgc+fOqFWrFnx9fVngNSCj5xGjv3/Dyc+XlQudOwNTphSPSRVFQUFBQXErhZycHBQWFiI/Px8WiwXJyclITk5GSkoKUlJSYLFYkJGRUdza4EqKWii4ubnB1dW11OcXtmVwcXEp/rcLjwufs39/Q3z1VWdkZfnCbLZh2jQrnn/ejUNrlbFwq0FM7iXOnAEaNJDNchYvBgYNUjuiamKxlF7CW1gIlHP5BFF5GD2PGP39V5dPPwW6dAGaNFE7kjJkZ8us2qLcyTxK1Yx5hOfA0ZKTkzFs2DNYu/ZjWK2eiIraiSeeSMPNNwfgxIkTSEhIQGpqKrKyspCdnQ2r1VpcDCgoKCiegXvxTKwLi6U2m63UjF2PvDxkubjAarXCarUChYUo3xytygsJCUHHjh3RsWNHxMTEwM/Pz85fkdRk9Dxi9PdvCJmZ0l6m6MKZRsekVqu1+PfFlY5z5xS88UZtrFkTgp49ZSXeBdcESQUs3GoQk3tpL7wgE6iaNJFNy3SfNObPB556ClizRnZgI7IDo+cRo79/ezl+HKhXT+0oIH0YBwwA2rYFZs/mDFuyC+YRngM1HDhwDn377sSpUz2hKDLoDQvbgbp1lyI8fAd69+6BmJgYBAYGwsvLq3hTGj8/P/j7+8PHx6f8s1o/+QR48UVg3bpqu0JXUFCA5ORkpKWlITU1FYcOHcKuXbtw8uTJqz63Tp06GDp0KFq3bo2AgIBqiYfUZ/Q8YvT37/TOnpUZtjfcALz/vtOMSRUF+OoreWshIWpHQ2rkEe1deiBNe/ppYNMm4KWXdF60VRSpQL/4otz+4gvgnXfUjYmIqJzWrgX69AEmTgRefVXFcemxYxLI0aPy+QsvANHRKgVDRFS9mjULx/bt12LYsHE4fHg4Tp/uhqSka5GUdC28vBKRnv4mgoJW4IknnkCNGjX+602Yh4SEBBw+fBhZWVmXvGZRu4TQ0FBEREQgMiICHv/7H/DKK/KAr76SMWol2GxAUpKskktIABIS3JCUFIXU1Cj4+AAvvliyScW4ccC//wKFhXnIzj6H1NQ45OcnwtMzFZ6eKQgKOoC3334bAFCzZk307dsXffv2hTt7lhORFsXGypj033+B+Hhg8mSN9xYrP5MJGDWq9H2vvirzJtq0USUkcjAWbqlCAgKA1avVjqKKCguBhx+WdccAMGkS8L//qRsTEVEF7NoF5OZK6jp5Uvb/8vR0cBDbtsmIMSkJqFsXWLaMRVsicjphYWFYuPBVfPbZZ1ix4hucPNkPp071RE5OKLy8zkFRFEyfPh2JidfCavVE06YpaNw4AE2bNkFQUFDxBmJBQUHFs2+tVitSUlKQcOoUXMeORc0VKwAA8ffdh6hp03C5uRG5ucCpU5L3T54EzGZgzJiSf4+JAeLiyn5uo0Yl8xUA2Wx43z4A8AAQ/d8hPDzOo0aNkirB9u034sQJD8yd+zq6dw/C6NF3IygoqMLnkojILjZuBG69FUhNld6Oy5Y5TdG2LJ9/Lvn87bdlP/WuXdWOiOyNhVuqkvPnAV2N27KygOHDZddzkwn48EMp4hIR6ciECYC3NzB+PLBggbRNWLwYiIhwUAC//QYMGya9bdu2BX7/HYiMdNAXJyJyrPDwcEyaNAm9eu3Ehg0b8OefY5Ca2hQeHunFjzl2bDBSU1ti507A3f08WrSwISwsFa6upxEaehjdu2eioKAAvr6+8PCog4ZRUWj0zPPwXLsCitmMk5NmY2ur27D/5fUYN64Jov4rOtx/P/DPP1KwTUwsHVf9+qULtxER8riICKlZREYCYWFAcDBQp07p5772GpCWJvMZMjOBjAwFR46kYuPGf+HpmY6oqChER0cjMfEcVq7si9zcYAB9sG5dNmbN2o7x46Pw8MMNtdg6koiMZPFi4M475cpW+/YyRg0LUzsqu7r9dlkwvG4d0Ls38OuvQM+eakdF9sQet1fBPjiX99ZbwMsvS4PsG29UO5pySE0F+vUDtm6VqWnffAPcdpvaUZEBGD2PGP3929PKlcCQIfLHd40awNdfAzfdZOcvOm+eVBJsNhktLloEcDMbsjPmEZ4DLTl37hxWrFiBhQsXFt934MA9SEq6BhkZtYGL5sx6eSXi1VcXoEGDBrBarXhpXBPMT7wL12InsuCNYfgOSzEAABAdnY+vv96CLl26AJA6xN9/X/haUoStW1dm0b7/fsm/JSfL6jg3t7Ljzs/PR2JiIhITE5GUlASr1VqqB29kZCQaNmxY6vsrNvY4Ro/egxMnaiI9vRXy8jyK/y0sLB/PPuuOJ5+s4Akk1Rg9jxj9/TudTz6Rvi+KIqvAFi4EfHzUjsohcnJkPtovv8jvhWXLZBNjsj/2uCVdOXZMJrCOHw/s2CEbimuaj49MUQsOlstSnTqpHRERUZX06CHXogYOBA4dArp3V7Bliwnt29vxi4aHy4qF0aOBOXMuXyEgInJS4eHhGDlyJEaOHInz58/j1VdfBTAfwHxYrR6wWGrDYolBdnYkcnLC4eKShzVr1mDNmjUAgHM5byAbXkhCKAa6LMYez/YI9cqBt3cBatY04cYLZkS8/DKQnw/UqgXUri0b05TV11xRFHh5ZSMpKR0pKSlITExEbm4uTCYTiubpeHh4IDw8HLVq1UKbNm3g6uoKm82GjIwMnDlzBqtXr8Yrr7wCq9Va6rWffHIUOnaMQliYO9auVTBvXip+/dULSUneOHPGiosL1UREDhEeLh8feACYORNGWgLg5SVzJ267TRa+9e8PrFoF+/4NQKrhjNur4FW5y0tOBpo2lY9TpgBTp6odUTmkp8s6s0aN1I6EDMToecTo798RsrKAe++1YO3a/WjX7n+YMuUlXHfddfb7gtu3A9de6zS79ZL2MY/wHOiBoig4evQoZs6ciWPHjl3xsb75+fArLERWZCR8fX3h5eUFFxcXuLu7w8XFBSaTCSaTCa6urnBzc4Obmxvc3d3h6uoKRVFgtVqhKAoURYHNZkNhYWHx4728vODn54fc3FycO3cOp06dQnx8PK72Z98NN9yAHj16oHXr1sjLy8OJEydw4MAB7N69G0eOHEFubm7xY8PDo5Gd3QOvvnob6teX3wUbNsgEuDfeAGrWrPr5pOpn9Dxi9PfvlAw+Js3JkcnGq1dLC8vDh4HQULWjcm5q5BEWbq+Cyf3KvvtOpui7ukrObN1a7Ygu8scfwPr13HyMVGX0PGL09+9IWVn5eO+9t7B161bk5/vj1Kl7cMst+3DjjQ2Ll8NeOPtKUZRSy2TL4pKTgxYff4zY4cORGhSEvLw85ObmIi8vr8yjsLAQZrMZLi4uxYerqytcXFzg5eUFLy8veHp6Fn/u7++PgIAABAUFITAwEF5eXnB3d4e7u/tVYyPjYB7hOdCros3LchYuRP30dHzTuLEqcRTl4ry8vAo9r3HjxmjTpg0aNGiA2rVrF+fpsvJz376yXNfbG3juOeCppwAPjzJelFRj9Dxi9PevexaL7E/z6quXNu42sMxMyb+jR0s3M7Ivtkog3Rk6VIq3ixfL5ghbt2po1exnnwEPPghYrbJ5zpAhakdERGRXPj7ueOGFF1BYWIh69Vbj1KmeiI3tgh9//BWPPZYHP798ZGdn4+zZszhx4gQsFssVXy8wLw8vbduGWunpyN+xA+/feCMUlYqpMTExcHFxgZubGyIiIhAZGYm6desiOjoaERER8GB1gIg0yGQy4Ulvb2DnTsBmwx2vv44dNWti69atiI+PR1ZWVvHFtLKKoSaTCW5ubnB1dUVBQQHy8/OLH282m8t8/IX/7u3tjZCQEERERJQ6AgIC4O3tXeZrVNYrr0hdZdMm4IUXpN3kV18BbdpU25cgIqM6c0b2q/nnHyA2VgoPvMAPAPD1BdauBaoxnZPGcMbtVfCq3NUlJADNmgHnz0sfrhdfVDkgRZFAino3jBoFzJ2roYoyGY3R84jR379aVqzIwdChcUhLk9ldLi45aNhwC7p3P4TQ0ESkpKTAarXC7b/caDKZYLVai3sbhqel4eGlSxFmsSDTywvf3nknLE2bws/PD/7+/vD19YWfnx98fX3h6+sLb29veHl5wc3NDSaTCYWFhcjOzkZaWhqSkpKQlJSE5ORkZGVlwWKxICUlBUlJSaWW3laEq6srateujZCQEKSkpCA3NxceHh7o0qULunXrhlCuE3MqzCM8B7qkKFLBLFr5df/9wKxZFerDqCgKCgoKUFBQUNwyQcurERQF+PZb4IkngHPn5K1OnQpMmgS4sBWu6oyeR4z+/nXr4EGgTx8gLg6IiACWLpX2CFSm5GTgiy+AiRNZ27YHzrglXYqMBD74QGbcenurHExhoewsOXeu3H7uOVlKwYxFRAbTs6cXfv45EU8//R1iY0fCYqmPQ4duwqFDNyEqaj0eemgNAgMDi2ddFbUzMJvNCIqNxXUvvwx3iwVZERFYN3kyvEJC4JKfj7y8PCQkJBQXEoqO/Px8FBQUwGq1wmw2w93dHX5+fsWFXj8/P9SuXRuAFCKCg4PRvHlzBAYGorBQLgLGxwNnz8rniYlAaqoc48YBHTvakJiYiJ9/Po/XXw+BxWKBi0s+XFxy4OqaAw+PNERFKcjOPoPVq1+CzWbDddddh+7du6NOnTqaLnQQkRPKzwfGjgW+/FJuT50KvPRShcekJpOpuH2MHphMwJ13Aj17Ag89BPz0k9SuIyK4hJeIKmHDBuDWW2WWWKNG0o8lJkbtqDQrLw/o3Fl63QYFAffeq3ZEVB1YuKVqMXIk0KED0LChikFkZUnvht9/l3UCM2fKiJGIyKC6du2CP/9siUceeRTHj9fGv//2R2Li9fD0TIG7uzvc3NyQkwMsWtQMrVqlokmTTLQ4vhVt33oLppwcoF07+Pz2G/pFRFQpjqws4NQp4ORJOU6cUDBggAV79vyD1NRU7NrVCi+/XO+yz+/dG+jc2YyoqCjUqBGFU6cA4NKY/v0XyM7+BNHRpwAAsbEKpkyJQXDwUtx4Yz6mTx/PlgpEZH8ZGcDgwcCKFTLN9NNPDffXc1gY8MMP0iqhqKUaEVGF/PijFBry8oCOHYFffuHOW1fh4SG9bp9/XtoBt2sHtGqldlRUVSzcUrUwmUoXbXNzJWk4dILTxo2yGZmXlzTVuvVWB35xIiJtCgoKwoIFX+Off/7Bxx9/jGPHPgUAbNyYCgBITm6FLVtGY+lSwAQbNpqmwqTkYGNAZ8yt+y56rU5E165WREZGIiPDjBMnpA5RWCjj6NxcID1djs6dgfr15euuXAk8+SRw+jSQknJxVCY0aOCP229viQMHDsDFJQGurvVQowZQo4as5IiIAEJCgOBgGXQW6dAB+O03ICcnF8eOncaZMxZkZrrAz68B0tK88fjjD6JBgztx9OhRPPPMUZw+fTNOn74Ze/cCX355ChERWzFtWhOMHNnC/iefiIxp7Vop2np7S/Wyb1+1I1KFySQdy+6+u+RvgsJCaVHJVc5EdEVWK/DGGzLYHDgQ+OYbDSzv1YdJk2R/9mXLZJuf7dsBPz+1o6KqYI/bq2AfnIrbuxcYNkz2BXv8cQd/8TlzgBYt5IockUYYPY8Y/f1rzcmTJ/HGG28gPj4eAJCeHoN//x2A1NTmyMqqiVAk4XG8j6mYCitccc89a9Gp02GEhoZi3boAzJhx82Vfe+5c4L775POVK2WpbBFfXxtCQ7MRFpaJ8PBcdOlyGp06KWjUqBGCg8NQUFCAwsI85ObmIi8vDzk5OcX9cDMzM4s321EUBYqiwMfHB40bN0aNGjUu2wZhzx6ZrLF+vYK//rJBUUoaLAYEHMHXX7tiwAAut9MD5hGeA92ZNQu47rrSV54MTlHkd8TXX8sxdKjaERmP0fOI0d+/7iQkAB9/DEyZwibZFZScLPuzx8fLxbOirj1UdWrkERZur4LJveLefx+YMEFy67JlQI8edvxi27bJ1Kz/+iYSaZHR84jR37+W/f3333ht6lRce+4ctkVGorDQExkZdZCRURs5OeHIyQlD7drL0K5dPm6++Wa8+eY/OHDgSSiKK7y93eDmZoOrayE8PfPh6ZmHfv1OokOHs8jIyMDZsznYt88XwGmYzfGIjvZHs2bN4OvrCwC4cPhRtGu6h4cHPDw84OnpCU9Pz1IboFV15/P0dFmU8dFHZ7FpUyhMJht69hwNN7cszJs3j5uZaRzzCM+B5m3eDNSpI8sGqEwFBcBddwHffy8zcGfNkoke5DhGzyNGf/+al5cHLF8O3HKL2pE4hU2bgBtvBGw26Td+221qR+QcWLjVICb3ilMU6WP1xRfSEHvbNqBBAzt8od9+k0v1MTHStDwoyA5fhKjqjJ5HjP7+NS0jA7jjDmD5ciwfPhwfZmaW62nBwcGIiIhAUFAQgoKCEBwcDG9vb5hMJphMJvj5+SEwMBCBgYEICgqCj4+PJjYHy8vLQ1xcHL79diUOHw5Ahw4pWL58OQAgMfETDBsWjscec4Wbm8qB0iWYR3gONO2nn2RHrsaNgXXrgIAAtSPSLKsVeOQRYPZsuf355+x/60hGzyNGf/+alp4ulcU1a6Q59l13qR2RU5g8WTpOtG0L7NjBPdurgxp5hD1uqdqZTDIYO3QI2LpVWtJUe131009lm3GbTWY38K9sIqKKSUgA+vUDdu0CvL3R6+670atfPwAyIFm1ahW++eYb5ObmXvLU1NRUpKamlvmyMTExiI6ORmRkJKKiohAREQF/f3/4+vrCx8cHLi4upYq4RcXeovsu/DdFUVBQUACr1YrCwsL/2ikUljry8/ORkZEBi8WCc+fOIT4+HikpKUhPT0d6ejoyMjIuibFGjRro27cL/P3rYsSIETh6NBRTptTA338DH3+ci9mzPUu1eSAiuqwPP5TeYIoC1K3LMelVuLjIymcPD1mld//90rZy2DC1IyMi1Zw+Lb3A9+4FfH1lowOqFlOnSn3m6adZtNUzzri9Cl6Vq7yzZ6Wt15kzsmHN8uXV0E9cUaTHzSuvyO0xY4BPPuEgmTTN6HnE6O9fk2JjgT59gH//la2/ly6VXoxXoCgKMjMzkZaWhvPnzyMuLg4nT55EfHw8zpw5g4yMDBQUFDgm/qvw9/dHQEAAAgIC4O/vDy8vL/j4+MDb2xve3t5w++93htlshr+/Pxo2bIJffgnFc89JTzAAGDgwEfPmBSMoiL9ftIB5hOdAc2w22QHm7bfl9oMPAh99BLhyXkx5KIqcsjlzpJj788/AgAFqR+X8jJ5HjP7+NWn/fhmTxsdLC8Q//gDatFE7KqLL4oxbcipRUdLjtksXYONGGdt+8EEVXrCgQEZ48+bJ7ZdeKrmERERE5bNpk/QOS02VPjbLlgH161/1aUUtEPz8/BAdHY1WrVpd8fGKoiA7OxsZGRnIyMhAZmZm8UdFUWCz2YoPq9UKAHBzc4Prf0UPd3d3eHl5wc3NrdTh6up6xfsq2wt37FjZeffFF6X2smRJBJo1y8aPP7qhU6dKvSQROav8fJk88M03cvu112Q9Ksek5VbU4zYnB1i0CMjOVjsiInK4tWuBQYOAtDSgSRMp2tatq3JQzktRJN/27s2OPnrDwi3ZVcuW0op2xIij6No1Hrm518PT07NyL/bMM1K0dXGRkd7YsdUbLBGRs4uPlx0jc3KA9u0lQYeF2eVLmUwm+Pj4wMfHB5GRkRV6blGLhJycHBQUFBQfRe0ScnNzy7y/oKAAl1tIpCjKJX12L36soijo08eEqKgQzJjRCgkJ3rjzTuDwYcDdvWLvn4ic2IQJUrR1dQXmzgVGj1Y7Il1ycZEet08/DVzlWiAROZvjx4FeveRCWOfOwC+/AMHBakfl1MaNk8XKjzwiXX5IP9gq4Sq4nKJ6FBZa8eCDD+DcuXO47bbbcM8996LCk6LOnAF69gTeegvo398ucRLZg9HziNHfv+a88orsGrlwIeDjo3Y0mpWeLgPbhx8Grr9e7WiIeYTnQFNOnZKCw4wZMnWJqs2ZMzITjL+e7MPoecTo719znn8eOHgQWLAA8PJSOxqnt2qVzN8wm2Uvonbt1I5In9TII5VbT0hUQa6uLpgxYwYAYPr0QnTqlIwy9ru5VHp6yec1agB79rBoS0RUETYbYLGU3H7hBWkmyL+KryggQDY1vrBou3Fj6V9LRGQgF/7wR0fLJjos2larXbuk3fr48bKkl4iczMVj0ldflbX7LNo6RPfuwMiR8t/w0EPAf53KSAdYuCWH8fPzQ+/e9+DQoVHYujUUNWvux7lzVxiVbd4s/ReL+ocBsqaKiIjKJz8fGDVKLq9nZcl9JhNzaSVs3iyLPrp2BRIS1I6GiBxq3TqgXj3ghx9K7uMmZNXOYpH8+uWXJVtaEJGTyMsD7rxTNiLLyZH7OCZ1uHfflckJO3YAX3yhdjRUXoYo3M6cORN169aFp6cnOnTogG3btqkdkmE98shgLF6cB1fXTKSmNkfduuewdWvWpQ9csgS4+WbZ3nvWLLksRESqYi7VGYsF6NdPlp/t2iXTRanSvL0Bf3/gn3+kFdvJk2pHRHrEPKpDixbJVZvUVBmTciqo3XTtKhPwAGlTs2ePuvGQdjGX6kxamqxQ+O47YPt2WadPqoiIkD3eAVmEl5mpbjxUPk5fuP3uu+8wceJETJkyBTt37kTr1q3Ru3dvnDt3Tu3QDOuWWwKwYYMV3t5nkJMTgc6dTZgx40zJA2bNAm6/HcjNlbYIy5ah4g1xiag6MZfqzJkz8hfwqlXSEuG336QfI1Va69ZS+65XT/bT6N5dTjNReTGP6tD77wPDhsnqhUGDJJdetMkhVa9nn5Vrjrm5wB13sKhAl2Iu1ZlTp4AbbgDWrpUr4MuWAd26qR2VoT38sIxnz54F3n5b7WioPJy+GjZ9+nSMHTsWY8aMQbNmzTB79mx4e3vj888/Vzs0Q+vQIQC7d3siPHw/rFZvPPFEDdSt8ytskyZJYyubDbj/fvZhJNII5lIdOXAA6NgR2L1bLquvXcs+jNWkfn1ZMR0TAxw7Jh0okpLUjor0gnlUR2w24KmngAkTZIbt+PHSJoF9GO3ObJZWCdHRwJEjUsgluhBzqY7s3Stj0v37Zb+a9etlVS2pysMDeOMNoGVL4MYb1Y6GysOpC7f5+fnYsWMHevToUXyf2WxGjx49sHnz5jKfk5eXB4vFUuog+2jYMBjHjzfEXXedhAmF+MDyKsxvvin/OG0a8Omn7B9GpAEVzaXMoyravFnW8cfFAY0aye1rr1U7KqdSs6ZMZK5VSzZC7tWr9D4bRGXhmFRHrFbZveXdd+X2668DH33EPowOFBJS0uP244+BlSvVjYe0g2NSHVm/Xmbanj4NNGsmY9JWrdSOiv5zxx3SSe2CHyXSMKcu3CYnJ8NqtSIiIqLU/REREUi4zM4ir7/+OgICAoqP6OhoR4RqWD4+7vjqqzr45NMdyAtJgdVkwgetWuGG5WlY+vtOKOwjRqS6iuZS5lEVRUQA7u7A9dfLuv6YGLUjckoxMVK8jYgA6tRhPYeujmNSHXFxAaKiZPLAl18CkyaxPYIKuncHHnkEGDoUaNtW7WhIKzgm1ZGICMDNTaZ0btgA1K6tdkR0Ae4Lpy9OXbitjMmTJyM9Pb34OHXqlNohGcLYsR3Qa/t2TLzhBvxRoxF27JiMgQOboVGj7zFnzg+IjY1Fbm6u2mESUTkwj6qoXj1pjbBqFRAaqnY0Tq1RI2DLFuDHH9nRh+yDuVRF77wD/P03cPfdakdiaO+9J3sZhYSoHQnpFfOoiho1kjHp8uVAUJDa0dBlZGbKwpLx49WOhK7Eqdehh4aGwsXFBYmJiaXuT0xMRGRkZJnP8fDwgIeHhyPCo0OHgFdeAT77DPD0REBgIKavWYN33/0JmzefR25uGI4eHYbx4zNRv/5yvPjiOfj7p8F0wawHFxcXhISEIDQ0FCEhIfD39y/170RUdRXNpcyjDmSzAc89J0vRBgyQ+5o0UTcmA6lbt+RzRQF27ADatVMtHNIwjkk1bt8+4M03gblzpfmf2Qy0aaN2VIZ3cce0tDQgMFCNSEgrOCbVMKsVeOYZ2VehaEPc5s3VjYmu6tgx+VPCZJLibYsWakdEZXHqwq27uzuuvfZarFq1CoMGDQIA2Gw2rFq1Co888oi6wRndxo3ArbcCqalAeLhcUocUYp95ZggefTQXN974Gg4fHomMjLqIjb0dd91lRYsWJ/D22+7o1asWzGYzCgsLkZqaipSUFOzZswfp6enF7RWKCrgmkwn+/v4ICQlBSEgIgoOD4ebmVu1vyWYDUlKAhAQgOVneGgAMHlzymFmzZBdyFxeZoeXnJxcga9SQIyZG/lYg0hLmUo3KywPGjAG+/Vb6Lx49ClymAET2VVgI3Huv/FesWyf7cBBdiHlUw9asAW67DUhPlybWb7yhdkR0kXPngHHjZH+jf/6R2joZE3OpRuXmygqFH36QC2DHjnHll060bi39bn/4AZg6VT6S9jh14RYAJk6ciNGjR6Ndu3Zo3749ZsyYgaysLIwZM0bt0Ixr8WLgzjslwXfoIJd4LuLl5Ynt25+H1arg2Wc3Yv58X6SktMa+fQ3wxhsP46efCtCgQQO0bj0cDRrURpMm4ZdtP6YoCiwWC1JSUhAXF4ddu3ahoKDgv6/jhaZNm6JmzZpXDTs9HTh5UpYTdOpUcv9tt8ksq7Nn5Y/3C8XElC7cfvaZPLYsXl7y2kX+/BPw9pbZW9zEmNTGXKox6emSfNaskSlJs2axaKsiFxcgP19+BwwdKps98O8VuhjzqAZ99x0wapT8AHfuLLPFSHPc3WXOR2Ii8PbbwAsvqB0RqYm5VGNSU4FBg2QzMjc34JNPOAjSmalTpfXXjz8Cu3dzwYkWOX3hdtiwYUhKSsJLL72EhIQEtGnTBsuWLbukoTk5yEcfAY89JmtKb7kFWLhQqpOX4eJiwjvvdMY77wC7d+fjrbcOISMjDp6eMWjUqBEefTQNR47URmSkgrZtTWjTRtrp1KkjS1hjYmTGbVFD+nr16pV6/czMbGzfHoulS3dg8ODOCPmvidZHH8lV/fh42Zz95EmpkwDSQvLYsZLXOHMGuLBdUmioHCEh8tgLDRsmRd/CQinSZmbK7NyzZ6V/+4WzbZ95BtizRwarN98sE5RvvVUmgxA5GnOphpw+DfTtC+zdC/j6Aj/9BPTsqXZUhmYyAXPmSMH28GGpA/32G1dQUGnMoxozfTrw5JPy+e23A19/zSvlGhUYKP9dI0cCr70m8z8uHmOTcTCXakhcHNCnD3DwIODvD/z8M3DTTWpHRRXUvDkwfLisHJs2TebZkbaYlKJ15VQmi8WCgIAApKenw9/fX+1w9MtmAyZPBt56S24/+KBURy9uXlVOKSkp+PDDDzF7dh+cO9cOinLp64SHy5X5In37yvIqQFYY5+UB2dlSQw4Ly8aOHSnFO4126ABs23bp1w0JARo2BDZtKtlgePNm+eO8Zs2SzTOrymYDRoyQC5dnz5bcbzJJ26Bx46SIS/pg9Dxi9Pdfrfbtk2QWHy8zbH//ndtta8iePfL7IzdXVls/+6zaETkP5hGeg2pjs0nBdsYMuf3oo9Kyi9tra5qiyDXKVatk7scvv6gdkT4ZPY8Y/f1Xq3/+Afr1k1lMNWsCf/wBtGypdlRUSYcOAc2aSa49cABo2lTtiLRLjTzi9DNuSSPOnJF+NwDw6qslHbArKSQkBFOnTsWDD57FihVLsGVLDnbvtsHHpzOSk/2RlOQFHx8Tzp61wNvbG2azGWfPeuHs2bK/5fPzvYqLtoDMlurVC6hVS2bv1q4th6/vpc+1Ry9Ds1lW7ymKJNFffgGWLJEi8bJlQHAwC7dEhjRvnhRtGzeWZHDh7likulatgA8/BMaOBV58UWrsrVqpHRURlRIXJ7kUkAkFTz1VpTEpOYbJJHM+WrQAfv1VOgVxYh+RiubMkb/xmzeXou0Ff0uT/jRpIh0vFi+WljSff652RHQhzri9Cl6Vq0abNgFHjgCjR9v9SymKgsTERMTHxyM3Nxc2mw0JCb6w2bzg5uYOPz931KwZhtBQTwQEAJ6edg+pWhw9Kkm0f39pxQYAJ07ISulHH5W2CqQ9Rs8jRn//1aqwUNYwTZggSwBIcxRFBr6//CI9wnbsYMuE6sA8wnNQrdaulbYzd96pdiRUQY8+KgXcNm2A7ds5UbqijJ5HjP7+q1VBgYxJn3xSdtsm3du2TSYgPPMMJ09fiRp5hIXbq2Byr4LTp4Hjx4Ebb1Q7Eqf20EPSA75RI1np16+f2hHRxYyeR4z+/qvsp59kXWh19GEhh0hIkAtsb70FdO+udjTOgXmE56BK4uJktcKFu8uSLiUnAw0aAH5+Un9nr9uKMXoeMfr7rxJFkd2rBg2qdLtDImegRh7hHBCyjwMHpIdA//6yNSHZTadO0lv38GE53UOGyKCWiHTOZgMmTgQGD5a+4LzOqhuRkTITjEVbIg3Ys0fGpP36SZ9w0rXQUOkUFBvLoi2Rw1itMt19yBD5yDEpkUOxcEvVb906Wcd/6hRQowYQEKB2RE5t1Cgp2j71lFz8/OGHkv5fRKRTeXmyhPe99+R2kybqxkMVdmHLzLNnpcsFETnY6tWy8qto8xzOsHMK118PeHurHQWRQeTkSMF25kwZ3DRuzL7gTu7wYWDMmJJ95Ul9LNxS9Vq0SLZ8TUuT2Q0bNwIxMWpH5fT8/aWJ+JYtshtkYqJsXsam4kQ6lJYG9O4tOxS6uQELFkizKQ6SdWnOHGll8/HHakdCZDDffAP06QNYLEDXrsCGDbLTLDkNqxX4+msgPV3tSIicVEoK0KOH7Fjl7i5j0wkT1I6K7GzbNmD+fOD996WVMamPhVuqPu+/DwwbBuTnS++bVau4eY6DXXutbIQzcSJQv778NxCRjpw6BdxwgzTu8/eXXXq5eY6u2WxAZibwwgsy6Y+I7ExR5Gr2yJHyF+eQIbK2npvnOJ0hQ4C77wZmzFA7EiIn9O+/sop20yZZQbt8ufzQkdMbMkRaMZ45I1ttkPpYuKXq8f33cvVNUYDx42W9vpeX2lEZkqcn8O67wK5dQHBwyf3nz6sXExGVg9UqM23375c2M+vXs0mqExg7FujQAcjIAJ54Qu1oiAzg669llQIgP3QLF8rgiJzOiBHycfp0IDVV3ViInEpBgcy0jY0FoqNlFW3XrmpHRQ7i4QGMGyeff/CBurGQYOGWqsdtt0nB4X//Az76CHBxUTsiw/PzK/l81ixpR7Rjh3rxENFVuLhIT9vWrYHNm4FWrdSOiKqB2QzMni0fv/8eWLNG7YiInNzQoXLRa/p0Ocz8c8dZDR4svyotFvmvJqJq4uYmU9nbtpUxafPmakdEDvbgg/JtsGmTbLhL6uJIhirPYpEZYoD8VC9dCkyezD6MGlNYCMybByQlAd26yT4dRKQhF06H791brrCwD6NTadOmZObCk09K+wQiqkbp6SVjUg8PWdLLKe5Oz2wGpk2Tz99/H0hOVjceIt27cEw6YADw99+ysSMZTmSkdMEEgA8/VDcWYuGWKis+XnrePPaYtEcAOMtWo1xdgZUrgZtvlj6LAwYA69apHRURQVGAd96R6fCHD5fcz1zqlKZMkbbFu3YBX32ldjRETuTkSeD664Gnny65j7NsDWPgQJkUmJkpi/6IqBIURVbONm0KHD9ecj/HpIb22GPyceFC2fyc1MNRDVXcvn1Ax47ycfFi/hTrgL8/8PvvQP/+QE6OfNy6Ve2oiAzMapW+4E8/LdPhf/xR7YjIzsLCgOefl4tpcXFqR0PkJHbvljHpoUPAokWccmlAJpMs+ANkVlhWlrrxEOmO1Sp71Dz/vPxd//PPakdEGnHddcAdd8gGu25uakdjbK5qB0A689dfwKBBsiStaVPZ8TwyUu2oqBw8PGTPuP79pV1Cnz7y39m6tdqRERlMbi5w110lxdp33wUmTlQ3JnKIxx6TX6GNGqkdCZETWLFCmpxmZAAtW8oV6tBQtaMiFdx+O9CggeyCnpAA1K+vdkREOpGdDdx5J7BkiVwFef994NFH1Y6KNGTRIrUjIIAzbqkivvtO+i+mpwM33ABs2ADUqaN2VFQBnp7ye7lTJyAtDfjlF7UjIjKY1FSgVy8p2rq7A99+y6KtgXh6smhLVC2++gro10+Ktt26AevXA7VqqR0VqcTFRfZP2rCBRVuicktOlo0clyyRGT6LFrFoS6RRLNxS+Xz4ITB8OJCfL7MbVqwAgoPVjooqwddX9pH76ivgxRfVjobIQM6ckYte69cDAQHAn39KXiVD+ucf9rolqpR33wVGjZLdV4cPB5Ytk5xKhsbJ1kQVcOqU7FezZQsQFFSygoGoDAUFMufkzTfVjsS4WLil8qlbVzZ6eOwxmXnr6al2RFQFgYGyUrtIfj53OSeyu6AgOWrWlOJtt25qR0Qq2bEDaNMGePBBtoknqrC6dWVJ79NPAwsWyEwxov+kpAAffMBxLdEVBQfLBa/atYGNG4Ebb1Q7ItKw/ful1+2LL8rWHOR4LNxS+dxyC7BzJzBjBneXdDKpqdLvdto0tSMhcnJeXtKfZPNm6cdIhnXNNUCHDrJZ5BtvqB0Nkc4MHgzs2gW89ZZMKiD6T2Gh/Hp9/HFg5Uq1oyHSMB8f4LffZEzatKna0ZDGtWkjG5UVFABffKF2NMbE0Q6V7fx5YOhQ4MSJkvtat5YZDuRUVq8G1qwBXnlFVskQUTVasACYOrXkdkgIEB2tWjikDSYT8PLL8vmsWdJFg4guIyUFGDJElvYW4c6qVAZXV/lWAWTWLRFdYP584H//K7kdHg7UqKFaOKQvDzwgH+fMARRF3ViMiIVbulRcnPRhXLQIGDaMP5lO7o47JBErCjByJHD6tNoRETkBRZFGUHfdJdPZly9XOyLSmJ495VdtXh7w+utqR0OkUSdOyI6qP/wggxSOSekqHnlEPi5dChw5om4sRJqgKDJDZ8wY4Pnngb/+Ujsi0qHhw2Wi9uHD0hqZHIuFWyptzx6gY0fgwAG5Ajd3LmfZGsD778sSiKQkScqFhWpHRKRjVqv0A580SW5PnAj06KFuTKQ5JlNJi5q5c4Fz59SNh0hzdu6UMenhw9KHcfZsjknpqho2BPr1k89nzlQ3FiLVFRZKQ/2XXpLbkyYBXbuqGxPpkq9vyf51bJfgeCzcUonVq6Ux+ZkzQLNm0vOmVSu1oyIH8PSUCdZ+fsCGDcDbb6sdEZFO5eTIOs2PPpICw3vvyQ7o7MNIZbjpJqB9eyA3l8t6iUr5808pLiQmylh082YZmxKVw2OPycfPPwcyMtSNhUg1WVnAbbfJ2naTSa5kvP46L4BRpY0aJR+/+07GruQ4/EuSxLffyg5VFgvQpYtU72rXVjsqcqAGDaTWBABTpsjkayKqgNRUWf++eDHg7i6jmgkT1I6KNMxkkskvkZFsM0dU7IsvgAEDgMxMoHt3YP16/oBQhfTsCTRuLEVbzgwjQ0pKAm6+WTYg8/QEfvoJGD9e7ahI57p1A2rVAho14v4MjuaqdgCkAVarzAorKJANyb74QhI8Gc7dd8vv9YMH2S6BqML++gvYuBEIDAR+/plL0ahcBg4E+vblr10iADIWfe89GYSMHClTJt3d1Y6KdMZsBh59FHjiCSA+Xu1oiFSwciWwbRsQHAz8+qv0CieqIhcXmdwVFKR2JMbDwi3JT+Cvv0qTvcmTuaTXwEwm+RvJ0xPw9lY7GiKduf12WYbWtSvQvLna0ZBOmM0s2hIVc3MDfv9dJhE8+yzHpFRp99wj81HCwtSOhEgFI0YAyclAr14y/ZyomrBoqw6OhowqJ0emVhYJD5ddJjlANrzg4NJFW27gTHQFq1cDZ8+W3B4/nkVbqhSrFfjhB1nVSGQoWVmySqFIjRqcSEBV5uPDoi0ZzPLlpXc6ffRRFm3Jbs6fB/btUzsK4+CIyIiK+jAOHlzS+IlNyukiBQXAO+/IEl6bTe1oiDToyy+B3r2B/v25+wlV2Zw5sq/d88/zghkZSFKS9LG97TZg4UK1oyEndfAgkJ6udhREdjR3LtCvH3DLLXIxjMiO/vgDiIoCxoxROxLjYOHWaE6eBDp3lj6MAQFAnTpqR0QalZgITJ0qGzvPm6d2NEQaoijA//4HjB4tfRibNgU8PNSOinRu2DBZ7bBnD7BundrREDnA8ePSd3HrVlnuw01xyQ4eeABo1kyutRI5HUWRXaXHjpWlO02bsi842V27dvIn0PbtwLFjakdjDCzcGsnu3cD11wOHDsl2gBs2yNaARGWoVQuYNk0+f+YZaZNEZHiFhdIO4fnn5fYzzwBffcVBMlVZUJBcCwCA999XNxYiu9u+HejYETh6VCYRbNzIzXPILlq3lo+ffsrVDORkCgqA++8HXn5Zbr/wgsy2cXNTNy5yemFhwM03y+fffaduLEbBwq1RrFgBdOkCJCQALVoAmzfLR6IreOwxoGVL6a4xebLa0RCpLDtbWszMni3tZT74AHjzTfZhpGrzyCPycckS4N9/VQ2FyH7++EMmDpw7B7RpI2PSJk3Ujoqc1MiRgJeX9GLcskXtaIiqSWYmMHCg7CptNsvY9JVX2P6QHGb4cPnILkeO4dR/bb722mvo1KkTvL29ERgYqHY46jl2rKQH4003yUzbWrXUjop0wM0NmDVLPv/sM1nCS8bDXPqf8eOBX36RtgiLFsmmD0TVqFkzaUFvswEff6x2NFSdmEf/c/BgSQ/Gnj2BtWulUR6RnQQGAkOHyueffaZqKFRFzKMXGDtWLoJ5ecnmjg8+qHZEZDC33Sa1gr17gQMH1I7G+Tl14TY/Px9DhgzBuHHj1A5FXfXry3TJ4cMlwQcEqB0R6UjnzjLgVRTgqae4zMyImEv/M20a0Ly5rGAYPFjtaMhJPfaYfJwzh/uLOBPm0f80bSqDiVGjgN9+A/z91Y6IDKBoA53vvwdyctSNhSqPefQCr74qY9I1a+RiGJGDBQXJHs0A2yU4gklRnL8MM3/+fEyYMAFpaWkVfq7FYkFAQADS09Phr6fBpdUqSyiKirSKIgeX9FIlnDghqxitVrmq1rSp2hHpi27zyEUqm0t1/f5TU2XTnCI2G/Mo2ZXNBjRqBISGymY6jRqpHZE26DqPXMCQY9LCQmk1UxSzzSbLebmklxzEZgPq1ZM9mr/9tmSJrxHpNo9cwJB5FOCYlDTn66+Bu++W2oCRZt2qkUf4k+6McnKAO+6QSyDZ2XKfycTETpUWEyOzv/btY9GWDGTZMvnmX7y45D7mUbIzsxn4+2/pxciiLeleVhYwaBAwYACQmyv3mc0s2pJDmc1SXACAH35QNxaiSvn1V6BuXWDp0pL7OCYllQ0cCMyYAaxcqXYkzs9V7QC0Ji8vD3l5ecW309PTAUhVXRdSU2Vd+99/yy7n69Zxl16qFoMGyUe9/ChoSVH+MMACBwBOkEcBYMEC2SnKZpOtqG++mYUGchgXF+baixktjwJOkEuTkmRMunOn9AbfuBG47jq1oyKDGjoUaNAA6NvX2PnVaLlU93kUkA3IJk6U1bNz5gA33qh2RETFilrR6OlHqqpUyaOKzjz77LMKgCseBw8eLPWcefPmKQEBAeV6/SlTplz19Xnw4MGjMsexY8fskBUrx565lHmUBw8e9jqMkkcVhbmUBw8e9ju0kkuZR3nw4KHXw5F5VHc9bpOSkpCSknLFx9SrVw/u7u7FtyvSB+fiq3JpaWmoU6cO4uLiEKCTTb0sFguio6Nx6tQpXfXuYdyOpce49RgzIFf3a9eujfPnz2tmF1x75lJnyKOAfr/f9Bi3HmMGGLcjGS2PAs6RS/X4vQYwbkfTY9x6jBnQXi5lHi0fvX6/6TFuPcYMMG5HUiOP6q5VQlhYGMLCwuz2+h4eHvDw8Ljk/oCAAN18IxXx9/fXXcwA43Y0Pcatx5gBwKyhXlT2zKXOlEcB/X6/6TFuPcYMMG5HMkoeBZwrl+rxew1g3I6mx7j1GDOgnVzKPFoxev1+02PceowZYNyO5Mg8qrvCbUXExcUhNTUVcXFxsFqt2L17NwCgQYMG8PX1VTc4IiKdYC4lIqoa5lEioqphHiUio3Lqwu1LL72EL774ovh227ZtAQBr1qxBt27dVIqKiEhfmEuJiKqGeZSIqGqYR4nIqLSxRsJO5s+fD0VRLjkqktg9PDwwZcqUMpdYaJUeYwYYt6PpMW49xgzoN+4iVc2len3/jNtx9BgzwLgdSY8xX4hjUv3EDDBuR9Nj3HqMGdBv3IBx8yjAuB1JjzEDjNuR1IhZd5uTERERERERERERETk7p55xS0RERERERERERKRHLNwSERERERERERERaQwLt0REREREREREREQaw8LtRV577TV06tQJ3t7eCAwMLNdzFEXBSy+9hKioKHh5eaFHjx44cuSIfQO9SGpqKkaOHAl/f38EBgbivvvuQ2Zm5hWf061bN5hMplLHQw89ZNc4Z86cibp168LT0xMdOnTAtm3brvj4RYsWoUmTJvD09ETLli3x+++/2zW+y6lI3PPnz7/kvHp6ejowWmDdunW45ZZbUKNGDZhMJvz8889Xfc5ff/2Fa665Bh4eHmjQoAHmz59v9zgvVtG4//rrr0vOtclkQkJCgmMCBvD666/juuuug5+fH8LDwzFo0CDExsZe9Xla+d62F+ZS5tKL6S2PAvrMpXrMowBzaVmYR5lHy6K3XKrHPAroM5cyj5aNuZS59GJ6y6OAPnOpHvMooM1cysLtRfLz8zFkyBCMGzeu3M9566238MEHH2D27NnYunUrfHx80Lt3b+Tm5tox0tJGjhyJ/fv3Y8WKFfjtt9+wbt06PPDAA1d93tixY3H27Nni46233rJbjN999x0mTpyIKVOmYOfOnWjdujV69+6Nc+fOlfn4TZs2YcSIEbjvvvuwa9cuDBo0CIMGDcK+ffvsFmN1xA0A/v7+pc7ryZMnHRgxkJWVhdatW2PmzJnlevyJEyfQv39/3HTTTdi9ezcmTJiA+++/H3/++aedIy2tonEXiY2NLXW+w8PD7RThpdauXYuHH34YW7ZswYoVK1BQUIBevXohKyvrss/Ryve2PTGXMpdWJWZA/TwK6DOX6jGPAsylZWEeZR6tatyA+rlUj3kU0GcuZR4tG3Mpc2lVYgbUz6OAPnOpHvMooNFcqlCZ5s2bpwQEBFz1cTabTYmMjFTefvvt4vvS0tIUDw8P5dtvv7VjhCUOHDigAFD+/vvv4vv++OMPxWQyKadPn77s87p27ao8/vjjDohQtG/fXnn44YeLb1utVqVGjRrK66+/Xubjhw4dqvTv37/UfR06dFAefPBBu8Z5sYrGXd7vHUcBoCxevPiKj3nmmWeU5s2bl7pv2LBhSu/eve0Y2ZWVJ+41a9YoAJTz5887JKbyOHfunAJAWbt27WUfo5XvbUdgLq1+esyles+jiqLPXKrXPKoozKUXYh6tfnrMo4qi/1yqxzyqKPrNpcyjpTGXVj895lK951FF0Wcu1WseVRRt5FLOuK2iEydOICEhAT169Ci+LyAgAB06dMDmzZsdEsPmzZsRGBiIdu3aFd/Xo0cPmM1mbN269YrPXbBgAUJDQ9GiRQtMnjwZ2dnZdokxPz8fO3bsKHWezGYzevTocdnztHnz5lKPB4DevXs77LwClYsbADIzM1GnTh1ER0dj4MCB2L9/vyPCrTQtnOuqaNOmDaKiotCzZ09s3LhR1VjS09MBAMHBwZd9jN7Ptz0wl5aPHnOpUfIooP65rgot5VGAubQymEfLR495FDBOLtXCua4KLeVS5tHKYS4tHz3mUqPkUUD9c10VWsqjgDZyqWu1vIqBFfXbiIiIKHV/RESEw3pxJCQkXDJ93NXVFcHBwVeM4c4770SdOnVQo0YN7NmzB88++yxiY2Px008/VXuMycnJsFqtZZ6nQ4cOlfmchIQEVc8rULm4GzdujM8//xytWrVCeno63nnnHXTq1An79+9HrVq1HBF2hV3uXFssFuTk5MDLy0ulyK4sKioKs2fPRrt27ZCXl4e5c+eiW7du2Lp1K6655hqHx2Oz2TBhwgR07twZLVq0uOzjtPC9rTXMpeWjx1xqlDwK6DOXai2PAsyllcU8Wj56zKOAcXKpHvMooL1cyjxaecyl5aPHXGqUPAroM5dqLY8C2smlhijcTpo0CW+++eYVH3Pw4EE0adLEQRGVT3njrqwLe+S0bNkSUVFR6N69O44dO4b69etX+nWNrmPHjujYsWPx7U6dOqFp06b45JNP8Morr6gYmfNp3LgxGjduXHy7U6dOOHbsGN577z189dVXDo/n4Ycfxr59+7BhwwaHf21HYC4tG3Np9WMedRyt5VHAuXMp82jZmEftg7nUcbSWS505jwLMpZfDXFr9mEcdR2t5FNBOLjVE4fbJJ5/EPffcc8XH1KtXr1KvHRkZCQBITExEVFRU8f2JiYlo06ZNpV6zSHnjjoyMvKSZdmFhIVJTU4vjK48OHToAAI4ePVrtiT00NBQuLi5ITEwsdX9iYuJlY4yMjKzQ4+2hMnFfzM3NDW3btsXRo0ftEWK1uNy59vf31+TVuCtp3769Kon1kUceKd444GpXX7XwvV0ZzKXlw1xamlHyKOA8uVStPAo4fy5lHi0f5tFLGSWXOkseBTgmtSfm0vJhLi3NKHkUcJ5cyjGpMESP27CwMDRp0uSKh7u7e6VeOyYmBpGRkVi1alXxfRaLBVu3bi11ZcaecXfs2BFpaWnYsWNH8XNXr14Nm81WnKzLY/fu3QBQ6hdUdXF3d8e1115b6jzZbDasWrXqsuepY8eOpR4PACtWrKjyea2IysR9MavVir1799rlvFYXLZzr6rJ7926HnmtFUfDII49g8eLFWL16NWJiYq76HL2eb+bS8mEuLc0oeRRQ/1xXF0fnUcA4uZR5tHyYRy9llFyqhXNdXTgmtR/m0vJhLi3NKHkUUP9cVxeOSUuCogucPHlS2bVrlzJt2jTF19dX2bVrl7Jr1y4lIyOj+DGNGzdWfvrpp+Lbb7zxhhIYGKgsWbJE2bNnjzJw4EAlJiZGycnJcVjcffr0Udq2bats3bpV2bBhg9KwYUNlxIgRxf8eHx+vNG7cWNm6dauiKIpy9OhR5eWXX1a2b9+unDhxQlmyZIlSr149pUuXLnaLceHChYqHh4cyf/585cCBA8oDDzygBAYGKgkJCYqiKMrdd9+tTJo0qfjxGzduVFxdXZV33nlHOXjwoDJlyhTFzc1N2bt3r91irI64p02bpvz555/KsWPHlB07dijDhw9XPD09lf379zss5oyMjOLvXQDK9OnTlV27diknT55UFEVRJk2apNx9993Fjz9+/Lji7e2tPP3008rBgweVmTNnKi4uLsqyZcscFnNl4n7vvfeUn3/+WTly5Iiyd+9e5fHHH1fMZrOycuVKh8U8btw4JSAgQPnrr7+Us2fPFh/Z2dnFj9Hq97Y9MZcyl1YlZi3kUUXRZy7VYx5VFObSsjCPMo9WNW4t5FI95tHKxK2FXMo8WjbmUubSqsSshTyqKPrMpXrMo4qizVzKwu1FRo8erQC45FizZk3xYwAo8+bNK75ts9mUF198UYmIiFA8PDyU7t27K7GxsQ6NOyUlRRkxYoTi6+ur+Pv7K2PGjCn1y+jEiROl3kdcXJzSpUsXJTg4WPHw8FAaNGigPP3000p6erpd4/zwww+V2rVrK+7u7kr79u2VLVu2FP9b165dldGjR5d6/Pfff680atRIcXd3V5o3b64sXbrUrvFdTkXinjBhQvFjIyIilH79+ik7d+50aLxr1qwp8/u4KM7Ro0crXbt2veQ5bdq0Udzd3ZV69eqV+h7XatxvvvmmUr9+fcXT01MJDg5WunXrpqxevdqhMZcV78U5Qsvf2/bCXMpcejG95VFF0Wcu1WMeVRTm0rIwjzKPlkVvuVSPebQycWshlzKPlo25lLn0YnrLo4qiz1yqxzyqKNrMpab/AiMiIiIiIiIiIiIijTBEj1siIiIiIiIiIiIiPWHhloiIiIiIiIiIiEhjWLglIiIiIiIiIiIi0hgWbomIiIiIiIiIiIg0hoVbIiIiIiIiIiIiIo1h4ZaIiIiIiIiIiIhIY1i4JSIiIiIiIiIiItIYFm6JiIiIiIiIiIiINIaFWyIiIiIiIiIiIiKNYeGWqIJuueUW9OnTp8x/W79+PUwmE/bs2ePgqIiI9IW5lIioaphHiYiqjrmUtI6FW6IKuu+++7BixQrEx8df8m/z5s1Du3bt0KpVKxUiIyLSD+ZSIqKqYR4lIqo65lLSOhZuiSpowIABCAsLw/z580vdn5mZiUWLFuG+++5TJzAiIh1hLiUiqhrmUSKiqmMuJa1j4ZaoglxdXTFq1CjMnz8fiqIU379o0SJYrVaMGDFCxeiIiPSBuZSIqGqYR4mIqo65lLSOhVuiSrj33ntx7NgxrF27tvi+efPmYfDgwQgICFAxMiIi/WAuJSKqGuZRIqKqYy4lLTMpF15SIKJy69y5M+rXr48vv/wSR48eRcOGDbFmzRp069ZN7dCIiHSDuZSIqGqYR4mIqo65lLSKM26JKum+++7Djz/+iIyMDMybNw/169dH165d1Q6LiEhXmEuJiKqGeZSIqOqYS0mrWLglqqShQ4fCbDbjm2++wZdffol7770XJpNJ7bCIiHSFuZSIqGqYR4mIqo65lLSKrRKIquD+++/HTz/9BIvFgri4ONSoUUPtkIiIdIe5lIioaphHiYiqjrmUtIgzbomq4L777sP58+fRu3dvJnUiokpiLiUiqhrmUSKiqmMuJS3ijFsiIiIiIiIiIiIijeGMWyIiIiIiIiIiIiKNYeGWiIiIiIiIiIiISGNYuCUiIiIiIiIiIiLSGBZuiYiIiIiIiIiIiDSGhVsiIiIiIiIiIiIijWHhloiIiIiIiIiIiEhjWLglIiIiIiIiIiIi0hgWbomIiIiIiIiIiIg0hoVbIiIiIiIiIiIiIo1h4ZaIiIiIiIiIiIhIY1i4JSIiIiIiIiIiItIYFm6JiIiIiIiIiIiINOb/IvMXElkAFOoAAAAASUVORK5CYII="
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "id": "bifurcation-header",
   "metadata": {},
   "source": [
    "### Step 4: Bifurcation Diagram\n",
    "\n",
    "Scan external input to find the oscillation threshold:"
   ]
  },
  {
   "cell_type": "code",
   "id": "bifurcation",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:50.041390300Z",
     "start_time": "2026-03-21T13:54:49.535121Z"
    }
   },
   "source": [
    "# Scan input values\n",
    "exc_inputs = np.linspace(0, 2, 500)\n",
    "\n",
    "# Create nodes for each input level\n",
    "nodes = brainmass.FitzHughNagumoStep(exc_inputs.size)\n",
    "nodes.init_all_states()\n",
    "\n",
    "\n",
    "def step_run(i):\n",
    "    return nodes.update(V_inp=exc_inputs)\n",
    "\n",
    "\n",
    "# Simulate\n",
    "indices = np.arange(10000)\n",
    "V_activity = brainstate.transform.for_loop(step_run, indices)\n",
    "V_activity = V_activity[1000:]  # Discard transient\n",
    "\n",
    "# Get max/min\n",
    "max_V = V_activity.max(axis=0)\n",
    "min_V = V_activity.min(axis=0)"
   ],
   "outputs": [],
   "execution_count": 6
  },
  {
   "cell_type": "code",
   "id": "plot-bifurcation",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:50.708439900Z",
     "start_time": "2026-03-21T13:54:50.072609900Z"
    }
   },
   "source": [
    "plt.figure(figsize=(8, 5))\n",
    "plt.fill_between(exc_inputs, min_V, max_V, alpha=0.3, color='blue')\n",
    "plt.plot(exc_inputs, max_V, 'b-', lw=2, label='max V')\n",
    "plt.plot(exc_inputs, min_V, 'b-', lw=2, label='min V')\n",
    "plt.axvline(0.72, color='red', linestyle='--', label='Approx. bifurcation')\n",
    "\n",
    "plt.xlabel('External input $I_{ext}$', fontsize=12)\n",
    "plt.ylabel('V (max/min)', fontsize=12)\n",
    "plt.title('FitzHugh-Nagumo Bifurcation Diagram', fontsize=14)\n",
    "plt.legend()\n",
    "plt.grid(True, alpha=0.3)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ],
      "image/png": "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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 7
  },
  {
   "cell_type": "markdown",
   "id": "network-header",
   "metadata": {},
   "source": [
    "### Step 5: Brain Network with FHN Nodes\n",
    "\n",
    "\n",
    "For $N$ nodes with states $(V_i, w_i)$, a common diffusive coupling on $V$ is:\n",
    "\n",
    "$$\n",
    "\\begin{aligned}\n",
    "\\dot V_i &= f(V_i, w_i) + K \\sum_j W_{ij}(V_j - V_i) + I_i^V(t), \\\n",
    "\\tau \\dot w_i &= g(V_i, w_i) + I_i^w(t),\n",
    "\\end{aligned}\n",
    "$$\n",
    "\n",
    "Here $W$ is the connectivity and $K$ a global gain. In BrainMass, you can assemble this using `brainmass.diffusive_coupling` with prefetches for the $V$ variables, or the module `DiffusiveCoupling`.\n",
    "\n",
    "Relation to phase models: near a stable limit cycle (if parameters permit), the dynamics can be approximated by phase-only coupling (Kuramoto-type).\n",
    "\n",
    "\n",
    "Build a whole-brain network using FHN nodes with diffusive coupling:"
   ]
  },
  {
   "cell_type": "code",
   "id": "load-data",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:53.627702Z",
     "start_time": "2026-03-21T13:54:50.737586500Z"
    }
   },
   "source": [
    "# Load Human Connectome Project data\n",
    "import os.path\n",
    "import kagglehub\n",
    "\n",
    "path = kagglehub.dataset_download(\"oujago/hcp-gw-data-samples\")\n",
    "data = braintools.file.msgpack_load(os.path.join(path, \"hcp-data-sample.msgpack\"))\n",
    "\n",
    "print(f\"Connectome: {data['Cmat'].shape[0]} brain regions\")"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loading checkpoint from D:\\Data\\kagglehub\\datasets\\oujago\\hcp-gw-data-samples\\versions\\1\\hcp-data-sample.msgpack\n",
      "Connectome: 80 brain regions\n"
     ]
    }
   ],
   "execution_count": 8
  },
  {
   "cell_type": "code",
   "id": "network-class",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:53.665202700Z",
     "start_time": "2026-03-21T13:54:53.653496Z"
    }
   },
   "source": [
    "class FHNNetwork(brainstate.nn.Module):\n",
    "    \"\"\"Brain network with FitzHugh-Nagumo nodes.\"\"\"\n",
    "\n",
    "    def __init__(self, signal_speed=2.0, coupling_k=1.0, input_drive=0.72):\n",
    "        super().__init__()\n",
    "\n",
    "        # Connectivity\n",
    "        conn_weight = data['Cmat'].copy()\n",
    "        np.fill_diagonal(conn_weight, 0)\n",
    "\n",
    "        # Delays from distance\n",
    "        delay_time = data['Dmat'].copy() / signal_speed\n",
    "        np.fill_diagonal(delay_time, 0)\n",
    "        indices_ = np.arange(conn_weight.shape[1])\n",
    "        indices_ = np.tile(np.expand_dims(indices_, axis=0), (conn_weight.shape[0], 1))\n",
    "\n",
    "        n_node = conn_weight.shape[0]\n",
    "        self.n_node = n_node\n",
    "        self.input_drive = input_drive\n",
    "\n",
    "        # FHN nodes\n",
    "        self.node = brainmass.FitzHughNagumoStep(\n",
    "            n_node,\n",
    "            noise_V=brainmass.OUProcess(n_node, sigma=0.02),\n",
    "            noise_w=brainmass.OUProcess(n_node, sigma=0.02),\n",
    "        )\n",
    "\n",
    "        # Diffusive coupling on V\n",
    "        self.coupling = brainmass.DiffusiveCoupling(\n",
    "            self.node.prefetch_delay(\n",
    "                'V',\n",
    "                (delay_time * u.ms, indices_),\n",
    "                init=braintools.init.Uniform(0, 0.05)\n",
    "            ),\n",
    "            self.node.prefetch('V'),\n",
    "            conn_weight,\n",
    "            k=coupling_k\n",
    "        )\n",
    "\n",
    "    def update(self):\n",
    "        coupling_current = self.coupling()\n",
    "        V = self.node.update(V_inp=coupling_current + self.input_drive)\n",
    "        return V\n",
    "\n",
    "    def step_run(self, i):\n",
    "        return self.update()"
   ],
   "outputs": [],
   "execution_count": 9
  },
  {
   "cell_type": "code",
   "id": "run-network",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:55.382446500Z",
     "start_time": "2026-03-21T13:54:53.665202700Z"
    }
   },
   "source": [
    "# Create and run network\n",
    "dt = brainstate.environ.get_dt()\n",
    "net = FHNNetwork(coupling_k=0.5, input_drive=0.72)  # Near bifurcation point\n",
    "net.init_all_states()\n",
    "\n",
    "# Simulate 3 seconds\n",
    "indices = np.arange(0, int(3 * u.second / dt))\n",
    "V_network = brainstate.transform.for_loop(net.step_run, indices)\n",
    "\n",
    "print(f\"Simulated {net.n_node} regions for {len(indices) * dt}\")"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Simulated 80 regions for 3000. ms\n"
     ]
    }
   ],
   "execution_count": 10
  },
  {
   "cell_type": "code",
   "id": "plot-network",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:54:56.113165700Z",
     "start_time": "2026-03-21T13:54:55.466374400Z"
    }
   },
   "source": [
    "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n",
    "\n",
    "# Structural connectivity\n",
    "im0 = axes[0].imshow(data['Cmat'], cmap='hot')\n",
    "axes[0].set_title('Structural Connectivity')\n",
    "axes[0].set_xlabel('Region j')\n",
    "axes[0].set_ylabel('Region i')\n",
    "plt.colorbar(im0, ax=axes[0], shrink=0.8)\n",
    "\n",
    "# Functional connectivity\n",
    "fc = braintools.metric.functional_connectivity(V_network)\n",
    "im1 = axes[1].imshow(fc, cmap='RdBu_r', vmin=-1, vmax=1)\n",
    "axes[1].set_title('Functional Connectivity')\n",
    "axes[1].set_xlabel('Region j')\n",
    "axes[1].set_ylabel('Region i')\n",
    "plt.colorbar(im1, ax=axes[1], shrink=0.8)\n",
    "\n",
    "# Time series\n",
    "times = indices * dt\n",
    "axes[2].plot(times[::10], V_network[::10, ::5], alpha=0.6, linewidth=0.5)\n",
    "axes[2].set_xlabel('Time (ms)')\n",
    "axes[2].set_ylabel('V')\n",
    "axes[2].set_title('Regional Activity (every 5th region)')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1400x400 with 5 Axes>"
      ],
      "image/png": "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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 11
  },
  {
   "cell_type": "markdown",
   "id": "exercises",
   "metadata": {},
   "source": [
    "## Exercises\n",
    "\n",
    "### Exercise 1: Pulse Response\n",
    "\n",
    "The excitable regime shows threshold behavior. Apply a brief pulse:\n",
    "\n",
    "```python\n",
    "def pulse_input(t):\n",
    "    \"\"\"Brief pulse at t=100ms\"\"\"\n",
    "    return 0.5 if 100 < float(t/u.ms) < 105 else 0.0\n",
    "```\n",
    "\n",
    "Questions:\n",
    "1. What pulse amplitude triggers an action potential?\n",
    "2. How does the threshold depend on the baseline input?\n",
    "\n",
    "### Exercise 2: Recovery Time Constant\n",
    "\n",
    "Explore the effect of $\\tau$:\n",
    "\n",
    "```python\n",
    "for tau_val in [10, 20, 50, 100]:\n",
    "    model = brainmass.FitzHughNagumoStep(1, tau=tau_val * u.ms)\n",
    "    # Simulate and observe...\n",
    "```\n",
    "\n",
    "How does $\\tau$ affect:\n",
    "1. Oscillation frequency?\n",
    "2. Spike shape?\n",
    "\n",
    "### Exercise 3: Structure-Function Relationship\n",
    "\n",
    "Compare structural and functional connectivity:\n",
    "\n",
    "```python\n",
    "# Flatten matrices and compute correlation\n",
    "sc = data['Cmat'].flatten()\n",
    "fc_vals = fc.flatten()\n",
    "correlation = np.corrcoef(sc, fc_vals)[0, 1]\n",
    "```\n",
    "\n",
    "How does coupling strength affect structure-function correlation?"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "summary",
   "metadata": {},
   "source": [
    "## Summary\n",
    "\n",
    "In this tutorial, you learned:\n",
    "\n",
    "1. **FitzHugh-Nagumo equations**: A 2D reduction of Hodgkin-Huxley\n",
    "2. **Excitability vs oscillation**: Input-dependent regime transitions\n",
    "3. **Nullcline analysis**: Understanding fixed points and dynamics\n",
    "4. **Brain networks**: Coupling FHN nodes with realistic connectivity\n",
    "\n",
    "### Key Insights\n",
    "\n",
    "- **Fast-slow dynamics**: V changes rapidly, w recovers slowly\n",
    "- **Threshold behavior**: Excitable systems require sufficient perturbation\n",
    "- **Bifurcation**: External input controls transition to oscillation\n",
    "\n",
    "### Comparison with Van der Pol\n",
    "\n",
    "| Feature | FitzHugh-Nagumo | Van der Pol |\n",
    "|---------|-----------------|-------------|\n",
    "| Origin | Hodgkin-Huxley reduction | Electrical oscillator |\n",
    "| Regimes | Excitable + oscillatory | Always oscillatory |\n",
    "| Neuroscience | Action potentials | Relaxation oscillations |\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "references",
   "metadata": {},
   "source": [
    "## References\n",
    "\n",
    "1. FitzHugh, R. (1961). Impulses and physiological states in theoretical models of nerve membrane. *Biophysical Journal*, 1(6), 445-466.\n",
    "\n",
    "2. Nagumo, J., Arimoto, S., & Yoshizawa, S. (1962). An active pulse transmission line simulating nerve axon. *Proceedings of the IRE*, 50(10), 2061-2070.\n",
    "\n",
    "3. Izhikevich, E. M. (2007). *Dynamical Systems in Neuroscience*. MIT Press. (Chapter 4)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "name": "python",
   "version": "3.10.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
