{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 5: Spiking Metrics\n",
    "\n",
    "This tutorial demonstrates how to analyze spike train data using `braintools.metric` APIs. We'll cover:\n",
    "\n",
    "- Raster plot data extraction: `braintools.metric.raster_plot`\n",
    "- Population firing rates: `braintools.metric.firing_rate`\n",
    "- Synchrony measures: `braintools.metric.cross_correlation`, `braintools.metric.voltage_fluctuation`\n",
    "- Functional connectivity: `braintools.metric.functional_connectivity`\n",
    "\n",
    "All examples use JAX arrays and are compatible with brainunit for dimensional analysis."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:38.101378Z",
     "start_time": "2025-09-23T12:42:38.096668Z"
    }
   },
   "source": [
    "import brainunit as u\n",
    "import jax.numpy as jnp\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "import braintools\n",
    "\n",
    "# Set random seed for reproducibility\n",
    "np.random.seed(42)"
   ],
   "outputs": [],
   "execution_count": 3
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generating Sample Spike Data\n",
    "\n",
    "Let's create realistic spike data for demonstration."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:38.143077Z",
     "start_time": "2025-09-23T12:42:38.115386Z"
    }
   },
   "source": [
    "# Simulation parameters\n",
    "n_neurons = 50\n",
    "n_timesteps = 1000\n",
    "dt = 0.1 * u.ms  # Time step\n",
    "simulation_time = n_timesteps * dt\n",
    "times = jnp.arange(n_timesteps) * dt.to_decimal(u.ms)\n",
    "\n",
    "# Generate spike data with different patterns\n",
    "# Pattern 1: Random spiking (Poisson-like)\n",
    "spike_prob = 0.05  # 5% chance of spiking per time step\n",
    "random_spikes = (np.random.random((n_timesteps, 20)) < spike_prob).astype(float)\n",
    "\n",
    "# Pattern 2: Synchronous bursts\n",
    "burst_times = [200, 400, 600, 800]  # Burst at these time indices\n",
    "sync_spikes = np.zeros((n_timesteps, 15))\n",
    "for t in burst_times:\n",
    "    # Add some jitter around burst time\n",
    "    for i in range(15):\n",
    "        burst_window = np.arange(max(0, t - 5), min(n_timesteps, t + 5))\n",
    "        if len(burst_window) > 0:\n",
    "            spike_time = np.random.choice(burst_window)\n",
    "            sync_spikes[spike_time, i] = 1.0\n",
    "\n",
    "# Pattern 3: Oscillatory spiking\n",
    "freq = 20  # Hz\n",
    "phase_offset = np.linspace(0, 2 * np.pi, 15)\n",
    "osc_spikes = np.zeros((n_timesteps, 15))\n",
    "for i, phase in enumerate(phase_offset):\n",
    "    oscillation = np.sin(2 * np.pi * freq * times / 1000 + phase)\n",
    "    # Convert oscillation to spikes (threshold crossing)\n",
    "    spike_times = np.where((oscillation[:-1] < 0.5) & (oscillation[1:] >= 0.5))[0]\n",
    "    osc_spikes[spike_times, i] = 1.0\n",
    "\n",
    "# Combine all patterns\n",
    "spike_matrix = np.concatenate([random_spikes, sync_spikes, osc_spikes], axis=1)\n",
    "spike_matrix = jnp.array(spike_matrix)\n",
    "\n",
    "print(f\"Spike matrix shape: {spike_matrix.shape}\")\n",
    "print(f\"Total spikes: {jnp.sum(spike_matrix)}\")\n",
    "print(f\"Average firing rate: {jnp.mean(spike_matrix) / (dt.to_decimal(u.second)):.2f} Hz\")"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Spike matrix shape: (1000, 50)\n",
      "Total spikes: 1079.0\n",
      "Average firing rate: 215.80 Hz\n"
     ]
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Raster Plot Data Extraction\n",
    "\n",
    "Extract spike times and neuron indices for visualization."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:38.312431Z",
     "start_time": "2025-09-23T12:42:38.148899Z"
    }
   },
   "source": [
    "# Extract raster plot data\n",
    "neuron_indices, spike_times = braintools.metric.raster_plot(spike_matrix, times)\n",
    "\n",
    "print(f\"Number of spikes extracted: {len(spike_times)}\")\n",
    "print(f\"Neuron indices range: {neuron_indices.min()} to {neuron_indices.max()}\")\n",
    "print(f\"Time range: {spike_times.min():.1f} to {spike_times.max():.1f} ms\")\n",
    "\n",
    "# Create raster plot\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.scatter(spike_times, neuron_indices, marker='|', s=30, alpha=0.7)\n",
    "plt.xlabel('Time (ms)')\n",
    "plt.ylabel('Neuron Index')\n",
    "plt.title('Raster Plot of Neural Activity')\n",
    "plt.grid(True, alpha=0.3)\n",
    "\n",
    "# Add vertical lines to highlight burst times\n",
    "for t in [t * dt.to_decimal(u.ms) for t in burst_times]:\n",
    "    plt.axvline(t, color='red', linestyle='--', alpha=0.5,\n",
    "                label='Burst times' if t == burst_times[0] * dt.to_decimal(u.ms) else '')\n",
    "\n",
    "plt.legend()\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of spikes extracted: 1079\n",
      "Neuron indices range: 0 to 49\n",
      "Time range: 0.0 to 99.9 ms\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Population Firing Rate\n",
    "\n",
    "Calculate smoothed population firing rates to understand overall network activity."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:38.976925Z",
     "start_time": "2025-09-23T12:42:38.317207Z"
    }
   },
   "source": [
    "# Calculate firing rates with different smoothing windows\n",
    "narrow_window = 2 * u.ms\n",
    "medium_window = 5 * u.ms\n",
    "wide_window = 10 * u.ms\n",
    "\n",
    "rate_narrow = braintools.metric.firing_rate(spike_matrix, narrow_window, dt)\n",
    "rate_medium = braintools.metric.firing_rate(spike_matrix, medium_window, dt)\n",
    "rate_wide = braintools.metric.firing_rate(spike_matrix, wide_window, dt)\n",
    "\n",
    "print(f\"Rate shapes: {rate_narrow.shape}\")\n",
    "print(f\"Mean rates: {jnp.mean(rate_narrow):.1f}, {jnp.mean(rate_medium):.1f}, {jnp.mean(rate_wide):.1f} Hz\")\n",
    "\n",
    "# Plot firing rates\n",
    "plt.figure(figsize=(12, 8))\n",
    "\n",
    "plt.subplot(2, 1, 1)\n",
    "plt.plot(times, rate_narrow, label=f'{float(narrow_window.to_decimal(u.ms))} ms window', alpha=0.7)\n",
    "plt.plot(times, rate_medium, label=f'{float(medium_window.to_decimal(u.ms))} ms window', alpha=0.8)\n",
    "plt.plot(times, rate_wide, label=f'{float(wide_window.to_decimal(u.ms))} ms window', alpha=0.9)\n",
    "plt.xlabel('Time (ms)')\n",
    "plt.ylabel('Firing Rate (Hz)')\n",
    "plt.title('Population Firing Rate with Different Smoothing Windows')\n",
    "plt.legend()\n",
    "plt.grid(True, alpha=0.3)\n",
    "\n",
    "# Add burst time markers\n",
    "for t in [t * dt.to_decimal(u.ms) for t in burst_times]:\n",
    "    plt.axvline(t, color='red', linestyle='--', alpha=0.5)\n",
    "\n",
    "# Zoom in on a burst period\n",
    "plt.subplot(2, 1, 2)\n",
    "zoom_start, zoom_end = 380, 420\n",
    "zoom_mask = (times >= zoom_start) & (times <= zoom_end)\n",
    "plt.plot(times[zoom_mask], rate_narrow[zoom_mask], label=f'{float(narrow_window.to_decimal(u.ms))} ms window')\n",
    "plt.plot(times[zoom_mask], rate_medium[zoom_mask], label=f'{float(medium_window.to_decimal(u.ms))} ms window')\n",
    "plt.plot(times[zoom_mask], rate_wide[zoom_mask], label=f'{float(wide_window.to_decimal(u.ms))} ms window')\n",
    "plt.xlabel('Time (ms)')\n",
    "plt.ylabel('Firing Rate (Hz)')\n",
    "plt.title(f'Zoomed View: Burst Response ({zoom_start}-{zoom_end} ms)')\n",
    "plt.legend()\n",
    "plt.grid(True, alpha=0.3)\n",
    "plt.axvline(400, color='red', linestyle='--', alpha=0.7, label='Burst time')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Rate shapes: (1000,)\n",
      "Mean rates: 225.6, 217.5, 212.9 Hz\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ],
      "image/png": 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Hj9a4rUajUc8S8nq9nDhxArfbzYABA1i3bl21HrOqrzElJUU/Uw6+rIdu3bqxe/fuSj3fJZdcwqJFi4L+Ro8eXe59brrpJr0YekUiIiKCalZZLBbOPPPMoPYtWLCA1q1bc/HFF+vLQkJCuP322yv1HJrA784VV1xBeHg43377LW3atNHXqelnduLECX799Vc9e0LLLjt+/DijR49mx44d5c74p31WWhbEkiVLGDhwIOedd56eKZWdnc3mzZuDPtfquOOOO4KGxw0fPhyPx8O+fftq9LhazZ68vLwaPU6gefPmMXz4cFq0aBGUtTdq1Cg8Hk9Q1gjAuHHj9CFnUL3Ppbbfn9DQUFatWsWUKVMA3zDBW2+9lZYtW3LfffeVmoF422236ZdjYmLo1q0b4eHhQTXQunXrRkxMTFCfmT9/PmeeeWZQpk9ERAR33HEHe/fu1bNp5s+fT3JyclA9PrPZzP33309+fj7p6emVfn133nln0PXhw4dX+nemtPseP36c3NxcwPcbAHD33XcHrXffffdVun1Dhw5l1apVeDwevF4vK1euZMiQIfptWnZUQUEBGzZsqFSWVGXarv1m33///UHrPfDAA0HXPR4PP/30E5deeimdOnXSl7ds2ZLrrruOpUuX6o85fPhwMjIy2L59O+D7nRgxYgTDhw/XfyeWLl2Kqqr670R0dDQACxculBkFhRCiGAlKCSGEqLRZs2axaNEifvvtN7Zu3cru3bv1IMm+ffswGAycdtppQfdJTk4mJiamxMHkaaedVqJeU9euXQHKrRVVFe+//z69e/cmJCSEuLg4EhIS+OGHH6pdw6Oqr7Fdu3YlHqNFixacPHmyUs/Xpk0bRo0aFfTXsmXLcu/TsWPHSj229vjFP4Pi7du3bx+dO3cusV7x96Ai2nfn888/58ILL+TYsWNBs9VpavKZ7dy5E1VV+cc//kFCQkLQnzbLXGZmZpn3T0pKokuXLvqBpTb8ZsSIERw+fJjdu3ezbNkyvF5vjYNSxb8b2jDGyn43ypKfnw9AZGRkjR4n0I4dO1iwYEGJ93TUqFFAyfe0+HewOp/LqXh/oqOjefHFF9m7dy979+7l3XffpVu3brzxxhs888wzQeuGhIQEBda0+5fWZ6Kjo0v0mW7dupV4fm24p/Y7sW/fPrp06YLBYCh3vYqU1taq/M5U9F5rv3vFP9eq/AYMGzZMrx21efNmcnJy9PpeQ4YM4fDhw+zdu1evNVXZoFRl2965c+eg9Yp/PllZWRQUFJT5uXm9Xg4cOAAUBa+XLFmCzWZj/fr1+u9E4G9HVFQUffr0AXx9YtKkSfz3v/8lPj6e0aNHM2vWLKknJYQQyOx7QgghquDMM8/UZ1ArS2mFyaurrMcqXsC3NB999BETJkzg0ksvZcqUKSQmJmI0Gpk+fXpQce3abFdxZc3Iplaipk11VTZLCuq2fYHfnUsvvZRhw4Zx3XXXsX37dj27p6afmVZ0e/LkyWVmlFV0ID1s2DB++eUXCgsLWbt2LU888QQ9e/YkJiaGJUuW8OeffxIREUG/fv2q8vJLOFXv/ebNm4GqBw3L4/V6Oe+883j44YdLvV0LJmuKfwer87mc6u9m+/btueWWW7jsssvo1KkTc+fO5dlnn63w+eujT1ekpjM/1sVrCqwrZbFYiI2NpXv37gD07duXsLAwli5dqtfmqmxQqj4+j1atWtGxY0cWL15Mhw4dUFWVwYMHk5CQwMSJE9m3bx9LlixhyJAhQQHHl19+mQkTJvDNN9/w008/cf/99zN9+nRWrlwZlDEqhBDNjQSlhBBC1Ir27dvj9XrZsWNHUAHojIwMsrOz9ULDGi17IjDA89dffwHoM4VpZ72zs7ODpqmvTAbB559/TqdOnfjyyy+DnkPLzNBUJYhW1dfYFLRv356tW7eW+Kx27txZ7cfUAk1nn302b7zxBo8++ihQ889MG3ZjNpv1LJ6qGj58OLNnz+bTTz/F4/HoB5bDhg3Tg1JDhgypMBBQm8HZqtCKk1c0zLMqOnfuTH5+frXf09r4XEpTG+9xixYt6Ny5sx7Mqw3t27fXh3YF2rZtm3679v+PP/7A6/UGBS+Kr1df3yWN9ru3Z88eunTpoi+vym/AGWecoQeerFYrgwcP1l+XyWRi4MCBLFu2jD179pCYmFgi0FnTtu/atSsoC6r455OQkEBYWFiZn5vBYKBt27b6suHDh7N48WI6duxI3759iYyMpE+fPkRHR7NgwQLWrVtXouA6+Gbz7NWrF48//jjLly9n6NChvPXWW0EBUSGEaG5k+J4QQohaceGFFwK+WbECvfLKKwAlZjs6fPhw0ExUubm5fPDBB/Tt21efRlsbchFYs8ZmswVNmV4WLWgQeMZ81apVrFixImi9sLAwgErNgFTV19gUjB49mkOHDvHtt9/qy+x2O++8806NHjc1NZUzzzyTmTNnYrfbgZp/ZomJiaSmpvL2229z5MiREs+ZlZVVYbu0oTkvvPACvXv31mvBDB8+nF9++YU1a9ZUauheeHh4nc+q9fHHH/Pf//6XwYMHc+6559ba41511VWsWLGChQsXlrgtOzsbt9td7v1r43MpTVXe440bN3Ls2LESy/ft28fWrVtLHbZVXRdeeCG///570PfWZrPxn//8hw4dOpCSkqKvd/ToUT777DN9Pbfbzeuvv05ERAQjR44EqvYbdSpoAc5///vfQctff/31Sj+GyWRi0KBBLFu2jGXLlun1pDRDhgxh8eLFrFy5Uh/WVxvGjBkDwGuvvRa0vPhvuNFo5Pzzz+ebb74JGj6ekZHBxx9/zLBhw4iKitKXDx8+nL179/LZZ5/pvwcGg4EhQ4bwyiuv4HK5gn4ncnNzS/STXr16YTAYKpxRVQghmjrJlBJCCFEr+vTpw0033cR//vMfsrOzGTlyJL///jvvv/8+l156KWeffXbQ+l27duXWW29l9erVJCUl8d5775GRkcHs2bP1dc4//3zatWvHrbfeypQpUzAajbz33nskJCSwf//+cttz0UUX8eWXX3LZZZcxduxY9uzZw1tvvUVKSopedwd8Q41SUlL47LPP6Nq1K7GxsfTs2ZOePXvW+DU2Bf/3f//HG2+8wbXXXsvEiRNp2bIlc+fOJSQkBKhZFseUKVO48sormTNnDnfeeWetfGazZs1i2LBh9OrVi9tvv51OnTqRkZHBihUrOHjwIBs3biy3TaeddhrJycls3749qJDziBEjeOSRRwAqFZTq378/b775Js8++yynnXYaiYmJnHPOOdV8p0r6/PPPiYiIwOl0cujQIRYuXMiyZcvo06cP8+bNq7XnAd/n9O2333LRRRcxYcIE+vfvj81mY9OmTXz++efs3buX+Pj4ch+jpp9LaaryHi9atIgnn3ySiy++mLPOOouIiAh2797Ne++9h8PhYNq0aVV+/rI8+uijfPLJJ4wZM4b777+f2NhY3n//ffbs2cMXX3yhZ0XdcccdvP3220yYMIG1a9fSoUMHPv/8c5YtW8bMmTP1umBV+Y06Ffr378+4ceOYOXMmx48f56yzziI9PV3PbK3sb8CwYcP47bffAEoEnoYMGcL06dP19WpL3759ufbaa/n3v/9NTk4OQ4YM4Zdffik1y+vZZ59l0aJFDBs2jLvvvhuTycTbb7+Nw+HgxRdfDFpX+w3Yvn07zz//vL58xIgR/Pjjj1itVgYOHKgv//XXX7n33nu58sor6dq1K263mw8//BCj0ci4ceNq7fUKIURjJEEpIYQQtea///0vnTp1Ys6cOXz11VckJyczderUEsOvALp06cLrr7/OlClT2L59Ox07duSzzz4LGnZkNpv56quvuPvuu/nHP/5BcnIyDzzwAC1atODmm28uty0TJkzg6NGjvP322yxcuJCUlBQ++ugj5s2bR1paWol233fffTz44IM4nU6efPLJMg/4qvIam4KIiAh+/fVX7rvvPl599VUiIiIYP348Q4YMYdy4cXpwqjouv/xyOnfuzEsvvcTtt99eK59ZSkoKa9as4amnnmLOnDkcP36cxMRE+vXrxxNPPFGpdg0fPpx58+YFHRz379+fsLAw3G43gwYNqvAxnnjiCfbt28eLL75IXl4eI0eOrNWg1F133QX4ilzHx8fTt29f3nvvPa677rpSC8jXRFhYGOnp6Tz//PPMmzePDz74gKioKLp27cpTTz2lZ5OVpzY+l+Kq8h6PGzeOvLw8fvrpJ3799VdOnDhBixYtOPPMM3nooYdqNaCclJTE8uXLeeSRR3j99dex2+307t2b7777LiibMjQ0lLS0NB599FHef/99cnNz6datG7Nnz2bChAlBj1mV36hT4YMPPiA5OZlPPvmEr776ilGjRvHZZ5/RrVu3Sv8GaP1JG64XaMiQISiKgqqqtRqUAvQTGXPnzuXrr7/mnHPO4Ycffggajgdw+umns2TJEqZOncr06dPxer0MGjSIjz76qESf79atG4mJiWRmZga1VwtWnXnmmUH9sE+fPowePZrvvvuOQ4cOERYWRp8+ffjxxx8566yzavX1CiFEY6Oo9VmZUQghRLPUoUMHevbsyffff1/fTRHVNHPmTB588EEOHjxI69at67s5Qog6tmHDBvr168dHH33E9ddfX9/NEUII0UhJTSkhhBBClKuwsDDout1u5+2336ZLly4SkBKiGSj+GwC+wLTBYGDEiBH10CIhhBBNhQzfE0IIIUS5Lr/8ctq1a0ffvn3Jycnho48+Ytu2bcydO7e+myaEqAMvvvgia9eu5eyzz8ZkMvHjjz/y448/cscdd5QYBieEEEJUhQSlhBBCCFGu0aNH89///pe5c+fi8XhISUnh008/5eqrr67vpgkh6sCQIUNYtGgRzzzzDPn5+bRr145p06bx2GOP1XfThBBCNHJSU0oIIYQQQgghhBBC1DmpKSWEEEIIIYQQQggh6pwEpYQQQgghhBBCCCFEnZOaUrXA6/Vy+PBhIiMjURSlvpsjhBBCCCGEEEIIUW9UVSUvL49WrVphMJSdDyVBqVpw+PBhmXlECCGEEEIIIYQQIsCBAwdo06ZNmbdLUKoWREZGAr43Oyoqqp5bUz1er5esrCwSEhLKjWIK0ew4nagvvYTNZiPsH//AEBJS3y0SouGQ/iFE2aR/CFE26R9ClKspHJ/n5ubStm1bPV5SFglK1QJtyF5UVFSjDkrZ7XaioqIa7ZdeiFPC5cLbpg1KXh4R0dEYrNb6bpEQDYf0DyHKJv1DiLJJ/xCiXE3p+LyiEkcSlBJCiPKYzXD33RRkZhJhNtd3a4RoWKR/CFE26R9ClE36hxDCr3GH3IQQQgghhBBCCCFEoyRBKSGEEEIIIYQQQghR52T4nhBClMflgrffJiwvDyZNAql5IEQR6R9ClE36hxBlk/5RazweDy6Xq76bIWqZ1+vF5XJht9sbbE0ps9mM0Wis8eNIUEoIIcqjqihZWRhsNlDV+m6NEA2L9A8hyib9Q4iySf+oMVVVOXr0KNnZ2fXdFHEKqKqK1+slLy+vwkLh9SkmJobk5OQatVGCUkIIIYQQQgghRCOiBaQSExMJCwtr0IELUXWqquJ2uzGZTA3ys1VVlYKCAjIzMwFo2bJltR9LglJCCCGEEEIIIUQj4fF49IBUXFxcfTdHnAINPSgFEBoaCkBmZiaJiYnVHsrXMAcnVsOMGTNQFIUHHnhAX5aamoqiKEF/d955Z9D99u/fz9ixYwkLCyMxMZEpU6bgdrvruPVCCCGEEEIIIUTFtBpSYWFh9dwS0dxp38Ga1DVrEplSq1ev5u2336Z3794lbrv99tt5+umn9euBHdfj8TB27FiSk5NZvnw5R44cYfz48ZjNZp5//vk6absQQgghhBBCCFFVDTWDRjQftfEdbPSZUvn5+Vx//fW88847tGjRosTtYWFhJCcn639RUVH6bT/99BNbt27lo48+om/fvowZM4ZnnnmGWbNm4XQ66/JlCCGEEEIIIYQQQjQrjT4odc899zB27FhGjRpV6u1z584lPj6enj17MnXqVAoKCvTbVqxYQa9evUhKStKXjR49mtzcXLZs2XLK2y6EaAQUBTUmBm9UFMjZKCGCSf8QomzSP4RgZ2Y+y3Ye0//rpH+IZmbv3r0oisKGDRtq9DjTpk2jb9++tdKmhqJRD9/79NNPWbduHatXry719uuuu4727dvTqlUr/vjjDx555BG2b9/Ol19+CfhmLAgMSAH69aNHj5b5vA6HA4fDoV/Pzc0FwOv14vV6a/Sa6ovX69WnnRRCBDAa8d53H7asLMKMRpA+IkQR6R9ClE36hxA8P39r0PXkKCsd48Olf9SQduym/TUm06dP56uvvmLbtm2EhoYyZMgQZsyYQbdu3cq937x583jiiSfYu3cvXbp0YcaMGVx44YV11Oqaa9OmDYcPHyY+Pr7Sn5m2XuD6pS2rT9p3sLRYSGVjC402KHXgwAEmTpzIokWLCAkJKXWdO+64Q7/cq1cvWrZsybnnnsuuXbvo3LlztZ97+vTpPPXUUyWWZ2VlYbfbq/249cnr9ZKTk4OqqhgMjT6BTohaJf1DiLJJ/xCibNI/RHPmdHtxOIJLouw/kkm4NxyQ/lETLpcLr9eL2+1udJN0paenc+edd9K/f3/cbjdPPPEEo0ePZuPGjYSHh5d6nxUrVnDdddfx7LPPcuGFF/Lpp59y2WWXsWrVKnr27FnHr6D64uPjASr1mamqisfjAYLrNmkByYbyubvdbrxeL8ePH8dsNgfdlpeXV6nHaLRBqbVr15KZmckZZ5yhL/N4PCxevJg33ngDh8NRYkrCQYMGAbBz5046d+5McnIyv//+e9A6GRkZACQnJ5f53FOnTmXSpEn69dzcXNq2bUtCQkJQzarGxOv1oigKCQkJslEQohjpH0KUTfqHEGWT/iGas0PZhVitlqBlifFxJCb6jpekf1Sf3W4nLy8Pk8mEydS4DukXLFgQdH3OnDkkJSWxceNGRowYUep9Zs2axQUXXMAjjzwC+BJOfv31V9566y3eeuutUu8zbdo0vvnmG+677z6eeuopTpw4wY033sjrr7/Oyy+/zL/+9S+8Xi/3338/jz32GOALBD311FPMnj2bjIwM4uLiGDduHK+99lqJx8/JySEuLo6VK1cyYMAAvF4vCQkJdO3alRUrVgDw0Ucf8fe//539+/ezd+9eOnXqxLp16+jbty9paWmcc845LFq0iEcffZStW7fSt29f3nvvvaCssZdffpmZM2dSUFDAlVdeSUJCAoqi6J+71+vl2Wef5Z133iErK4sePXowffp0LrjgAgCuvPJKkpKSeOONNwB44IEHeO2119i6dSvdu3fH6XQSGxvL119/XWZJpPKYTCYMBgNxcXElkoXKSh4q8RhVftYG4txzz2XTpk1By26++Wa6d+/OI488UiIgBejjN1u2bAnA4MGDee6558jMzCQxMRGARYsWERUVRUpKSpnPbbVasVqtJZYbDIZG/YOqKEqjfw1C1DqXC959l7C8PAz334+hkW34hTilpH8IUTbpH6KZO25zoRBcL8rt9R0zSf+oGYPBgKIo+h/4AioOd/0Mg7SaDNWehU0rhRMXF1fmY6xYsYJJkyYF3T569Gi+/vrrMu+jKAq7du1iwYIFLFiwgF27dnHFFVewZ88eunbtSnp6OsuXL+eWW27hvPPOY9CgQXzxxRfMnDmTTz/9lNNPP52jR4+ycePGUp8jJiaGvn37kp6ezsCBA9m8eTOKorB+/XpsNhsREREsXryYkSNHBn1OxT+3xx9/nJdffpmEhATuvPNObr31VpYtW4aqqnz++ec89dRTzJo1i2HDhvHhhx/y2muv0alTJ/3+r732Gq+88gpvv/02/fr147333uOSSy5hy5YtdOnShZEjR/L222/r6y9evJj4+HjS09Pp0aMHa9asweVyMXTo0Gp9htprKS2OUNm4QqPt/ZGRkSVS9cLDw4mLi6Nnz57s2rWLjz/+mAsvvJC4uDj++OMPHnzwQUaMGEHv3r0BOP/880lJSeHGG2/kxRdf5OjRozz++OPcc889pQadhBDNkKqiHDmC0WaDBjJ2W4gGQ/qHEGWT/iGauaw8R4llbq3GjPSPWudwe7ln7rp6ee5Z159BiLlkUkhFvF4vDzzwAEOHDi13GF5ZtaDLqwOtPf57771HZGQkKSkpnH322Wzfvp358+djMBjo1q0bL7zwAr/99huDBg1i//79JCcnM2rUKMxmM+3atePMM88s8/FTU1NJS0tj8uTJpKWlcd5557Ft2zaWLl3KBRdcQFpaGg8//HC5bXzuuecYOXIkAI8++ihjx47FbrdjtVp5/fXXueWWW7j11lsBePbZZ/n555+DSga99NJLPPLII1xzzTUA+uuZOXMms2bNIjU1lYkTJ5KVlYXJZGLr1q384x//IC0tjTvvvJO0tDQGDhxIWFhYue08lZpsSozFYuHnn3/m/PPPp3v37jz00EOMGzeO7777Tl/HaDTy/fffYzQaGTx4MDfccAPjx4/n6aefrseWCyGEEEIIIUTjVlpQqr4yeUTDdM8997B582Y+/fTTU/L4HTp0IDIyUr+elJRESkpKUAZPUlISmZmZgG+oW2FhIZ06deL222/nq6++Krd208iRI1m6dCkej4f09HRSU1P1QNXhw4fZuXMnqamp5bZRS5iBohFdWnu2bdumlyDSDB48WL+cm5vL4cOHGTp0aNA6Q4cO5c8//wSgZ8+exMbGkp6ezpIlS+jXrx8XXXQR6enpAHq761OjzZQqTVpamn65bdu2+htdnvbt2zN//vxT2CohhBCi8VNVFUVR9P9CCCFEeUrNlPJIVtSpYjUZmHX9GRWveIqeu6ruvfdevv/+exYvXkybNm3KXTc5OVmv/azJyMgotw40UKLwtqIopS7TZolr27Yt27dv5+eff2bRokXcfffd/POf/yQ9Pb3E/QBGjBhBXl4e69atY/HixTz//PMkJyczY8YM+vTpQ6tWrejSpUul26jtX1V21rrKUBSFESNGkJaWhtVqJTU1ld69e+NwONi8eTPLly9n8uTJtfZ81dFkM6WEEEIIUTt++OMIEz/dwLtL9/DAZxs4mtM4Z5oVQghRd7LyS24rnJIpdcooikKI2Vgvf1U5WaWqKvfeey9fffUVv/76Kx07dqzwPoMHD+aXX34JWrZo0aKgrKHaEhoayt/+9jdee+010tLSWLFiRYla1pqYmBh69+7NG2+8gdlspnv37owYMYL169fz/fff68Pyqqt79+6sWrUqaNnKlSv1y1FRUbRq1Yply5YFrbNs2bKgGtkjR44kLS2NtLQ0UlNTMRgMjBgxgn/+8584HI4SmVZ1rUllSgkhhBCi9n257iAAy3ceA2D+piPcMqzinUghhBDNV77dN+ypbWwYB04UAAE1pUSzdc899/Dxxx/zzTffEBkZqdeFio6OJjQ0FIDx48fTunVrpk+fDsDEiRMZOXIkL7/8MmPHjuXTTz9lzZo1/Oc//6nVts2ZMwePx8OgQYMICwvjo48+IjQ0lPbt25d5n9TUVF5//XWuuOIKAGJjY+nRowefffYZs2bNqlF77r33Xm677TYGDhzI0KFDmTt3Llu2bKFTp076OlOmTOHJJ5+kc+fO9O3bl9mzZ7Nhwwbmzp0b1MYHH3wQi8XCsGHD9GWTJ09m4MCBhIeH16idNSWZUkIIIYSoEqNBhu8JIYQon93lC0Dde85pDO8SD4BThu81e2+++SY5OTmkpqbSsmVL/e+zzz7T19m/fz9HjhzRrw8ZMoSPP/6Y//znP/Tp04fPP/+cr7/+utzi6NURExPDO++8w9ChQ+nduzc///wz3333HXFxcWXeZ+TIkXg8nqC6TKmpqSWWVcdVV13F448/zsMPP0z//v3Zt28fd911V9A6999/P5MmTeKhhx6iV69eLFiwgG+//TZo2GCvXr302QIjIiJqtY21QVFVme6gpnJzc4mOjiYnJ4eoqKj6bk61eL1eMjMzSUxMrPTUjUI0C04n3n/9C1t+PuGPPYYhJKS+WyREnbt1zuqg66NPT+aqgW2lfwhRHukfohnzelVu/2ANAP+6pi8//HGEn7dmcGGvlozr30b6Rw3Z7Xb27NlDx44dCZH3rklSVRW3243JZGrQtTzL+y5WNk4iw/eEEKI8FgtMmYItM5Nwi6W+WyNEg+Dw+IdfSP8QomzSP0Qz5vQUDdMLMRkxG30nvV2y/RBCFCMpMUIIIYSokgJH2dMjCyGEEA7/0D1FAbNRwWz0ZXq4PFJTSggRTIJSQgghhChTaaP8C5yeemiJEEKIxsLh9m0nLCYDiqLomVJSU0oIUZwEpYQQojwuF8yZQ+hnn/kuC9HMuL2lBaX8mVLSP4Qom/QP0Yw53L6MqBCTEQBL8eF70j+EEH5SU0oIIcqjqij79mG02UDmhRDNkHZgEcimZUpJ/xCibNI/RDOmZUpZzb5glEkbvqdtU6R/CCH8JFNKCCGEEGVyuIqG6g05zTelt9SUEkIIUR67v6aUVcuUMhXLlBJCCD8JSgkhhBCiTFqmVLjVxGX9WgO+TKnSak0JIYQQULTtsPqDUVJTSghRFglKCSGEEKJM2oGFxWQgzOI74+31qqUO6xNCCCEguNA5lFJTSggh/CQoJYQQQogy6XVBTAasJgMGg68uiMzAJ4QQoix6oXOz72SGXlNKglJCiGIkKCWEEEKIMjlcRQcWiqIQ7s+WskldKSGEEGVwuIKH71mlppRo5vbu3YuiKGzYsKFGjzNt2jT69u1bK21qKCQoJYQQFVDNZlSTTFYqmqfA4XsAYVZfXyhwenB7vHhNJukfQpRBth+iuSo+fM9k8NeUchfVlArsH1KnsPmYNm0aiqIE/XXv3r3C+82bN4/u3bsTEhJCr169mD9/fh20tva0bduWI0eO0LNnz/puSoMjW0khhCiPxQJ//zu2zEzCLZb6bo0QdS5w+B6gZ0r9b80B9h23Edp5LHecGc/p0j+ECCbbD9GM6cP3ypp9L6B/fPr7IXZl2Zh28en6cD/RtJ1++un8/PPP+nVTBcH75cuXc+211zJ9+nQuuugiPv74Yy699FLWrVvXaII8RqOR5OTk+m5GgySZUkIIIYQok6PYtN7RoWYA9h6zoapgc7rZd9Jeb+0TQgjR8BTPsi2rppSqqqzYfZysPAdbDufUbSNFvTGZTCQnJ+t/8fHx5a7/6quvcsEFFzBlyhR69OjBM888wxlnnMEbb7xR5n20YW7vvfce7dq1IyIigrvvvhuPx8OLL75IcnIyiYmJPPfcc/p9VFVl2rRptGvXDqvVSqtWrbj//vtLffycnByMRiNr1qwBwOv1Ehsby1lnnaWv89FHH9G2bVug5PC9tLQ0FEXhl19+YcCAAYSFhTFkyBC2b98e9DwzZswgKSmJyMhIbr31Vuz24H0ur9fL008/TZs2bbBarfTt25cFCxbot19xxRXce++9+vUHHngARVHYtm0bAE6nk/Dw8KAgYV2ToJQQQgghylR8Wu+ESGuJdQKHYwghhBAOV3CWbeDse4FD9XLtRZNmGBSlDlvYBKkquArr56+Kwy937NhBq1at6NSpE9dffz379+8vd/0VK1YwatSooGWjR49mxYoV5d5v165d/PjjjyxYsIBPPvmEd999l7Fjx3Lw4EHS09N54YUXePzxx1m1ahUAX3zxBf/61794++232bFjB19//TW9evUq9bGjo6Pp27cvaWlpAGzatAlFUVi/fj35+fkApKenM3LkyHLb+Nhjj/Hyyy+zZs0aTCYTt9xyi37bvHnzeOqpp3j++edZs2YNLVu25N///nfQ/V999VVefvllXnrpJf744w9Gjx7NxRdfzI4dOwAYOXKk3katTfHx8fqy1atX43K5GDJkSLntPJVk+J4QQpTH7YZPPiEkNxduv92Xbi5EM6IN39OGVAQGpQweNwN/X0Ty7hDo/4D0DyECyfZDNGPFZ98z+4NSqgoer4pJ9cAnn6AcPoYhfhCq0YzdJUXQa8Rth/cuqJ/nvmUBmEMrteqgQYOYM2cO3bp148iRIzz11FMMHz6czZs3ExkZWep9jh49SlJSUtCypKQkjh49Wu5zeb1e3nvvPSIjI0lJSeHss89m+/btzJ8/H4PBQLdu3XjhhRf47bffGDRoEPv37yc5OZlRo0ZhNptp164dZ555ZpmPn5qaSlpaGpMnTyYtLY3zzjuPbdu2sXTpUi644ALS0tJ4+OGHy23jc889pweuHn30UcaOHYvdbsdqtfL6669zyy23cOuttwLw7LPP8vPPPwdlS7300ks88sgjXHPNNQD665k5cyazZs0iNTWViRMnkpWVhclkYuvWrfzjH/8gLS2NO++8k7S0NAYOHEhYWFi57TyVJFNKCCHK4/Wi7NyJac8e8MrOkmh+ig/BSIgI0W9TVJWkjAOE7d8n/UOI4mT7IZqx4tsOLSgF4PR49f6h7tyN4s+yKXDKrK7NwZgxY7jyyivp3bs3o0ePZv78+WRnZ/O///2v1p+rQ4cOQYGupKQkUlJSMBgMQcsyMzMBuPLKKyksLKRTp07cfvvtfPXVV7jdZX8vR44cydKlS/F4PKSnp5OamqoHqg4fPszOnTtJTU0tt429e/fWL7ds2RJAb8+2bdsYNGhQ0PqDBw/WL+fm5nL48GGGDh0atM7QoUP5888/AejZsyexsbGkp6ezZMkS+vXrx0UXXUR6ejqA3u76JJlSQgghhChT8SEYpQ3f83hl+J4QQogixSfJMBuLhua5PCr465kXuoqG79mcRZdFNZhCfBlL9fXc1RQTE0PXrl3ZuXNnmeskJyeTkZERtCwjI6PCwuFmsznouqIopS7z+k8ctG3blu3bt/Pzzz+zaNEi7r77bv75z3+Snp5e4n4AI0aMIC8vj3Xr1rF48WKef/55kpOTmTFjBn369KFVq1Z06dKl0m1U/ENYvbV4IkNRFEaMGEFaWhpWq5XU1FR69+6Nw+Fg8+bNLF++nMmTJ9fa81WHZEoJIYQQokzFa0rFhpccgiRBKSGEEIGKT5KhKIqeLRVY7LwwYMhegUMypWpEUXxD6Orjrwb1wPLz89m1a5eeJVSawYMH88svvwQtW7RoUVDWUG0JDQ3lb3/7G6+99hppaWmsWLGCTZs2lbpuTEwMvXv35o033sBsNtO9e3dGjBjB+vXr+f777yusJ1WR7t276/WuNCtXrtQvR0VF0apVK5YtWxa0zrJly0hJSdGva3Wl0tLSSE1NxWAwMGLECP75z3/icDhKZFrVNQlKCSGEEKJMelDKHDytdyCPf+jF0Rw7v27L4FB2Ib9ty8TtkSFLQgjR3OzKyufAiQIArOaibYY2A1/69ix9WYGzaDshmVLNw+TJk0lPT2fv3r0sX76cyy67DKPRyLXXXquvM378eKZOnapfnzhxIgsWLODll19m27ZtTJs2jTVr1gTNKlcb5syZw7vvvsvmzZvZvXs3H330EaGhobRv377M+6SmpjJ37lw9ABUbG0uPHj347LPPahyUuvfee5k9ezazZ8/mr7/+4sknn2TLli1B60yZMoUXXniBzz77jO3bt/Poo4+yYcMGJk6cGNTGrVu3smXLFoYNGxbU7gEDBhAeHl6jdtaUDN8TQgghRJn0QuelBKMS/UP5tEypx74KPpPo9qqcl5JU4n5CCCGarneX7tEvR4aYgi4XOj3M33SEoe2iSALsAcP3JFOqeTh48CDXXnstx48fJyEhgWHDhrFy5UoSEhL0dfbv3x9U92nIkCF8/PHHPP744/z973+nS5cufP311/Ts2bNW2xYTE8OMGTOYNGkSHo+HXr168d133xEXF1fmfUaOHMnMmTOD6jKlpqaycePGGtdquuqqq9i7dy8PP/wwdrudcePGcdddd7Fw4UJ9nfvvv5+cnBweeughMjMzSUlJ4dtvvw0aNtirVy99mGRERITeRo/HU+/1pAAUVa3i/I2ihNzcXKKjo8nJySEqKqq+m1MtXq+XzMxMEhMTg34AhGj2nE7U557DZrMR9uyzGEKqP2ZeiMZo2rdbOHCigAdGdaVXm2gADmUXsulgDhGKh+OPTSPGamD4+69y+6fBQalBnWK5Y0Tn+mi2EPVPth+imXrg0/Xk2d2c2yOJ6wa105fvyMhjxo/bAJh8dke6v/c6X687wPxLbsVrstA1OZJHLuheX81uVOx2O3v27KFjx46EyG9Lk6SqKm63G5PJpNeaaojK+y5WNk4i0QchhBBClEmbDSnMatSXtY4J5YKeyYRZfMvcZdSUshhlN0MIIZobbZtwTvfEoOVdkiI5LdGXpVHodOPxqgRuPiRTSojmSYbvCSFEeSwW1CefJD8zkzBLyQLPQjR1Wo2PcEvJXQZLWCjfXHo7cSFwdin9w2IyllgmRLMh2w/RTHn9A3FKG3wR5t+W5KtGch/5O1/OXYPVZEZBakoJ0Vw1mVOYM2bMQFEUHnjgAX2Z3W7nnnvuIS4ujoiICMaNG1diKsn9+/czduxYwsLCSExMZMqUKbjdEqUXQgghvF4Vu/8gITBTSqPNyOd0q6XOwGctpQ6VEEKIps3t8W0PjKUMOQr3b0sKnO4SQSgtM1cI0bw0ib3F1atX8/bbb9O7d++g5Q8++CDfffcd8+bNIz09ncOHD3P55Zfrt3s8HsaOHYvT6WT58uW8//77zJkzhyeeeKKuX4IQQgjR4BQEFKANM5cWlPItc3m8pR5MmCUoJYQQzY6WKWU0lAxKaZlSNodHH66nZeI6XF6ZtVWIZqjR7y3m5+dz/fXX884779CiRQt9eU5ODu+++y6vvPIK55xzDv3792f27NksX76clStXAvDTTz+xdetWPvroI/r27cuYMWN45plnmDVrFk6ns75ekhCiIXG74X//I+Tbb32XhWhGtAMGq9mAqZT6UFbFy8Dff6bXip8pKHCUuN1bRq0pIZoF2X6IZkhVVbRptEoLSmmZUoUFdixffsGgNb+SEFq0fZEhfEI0P42+ptQ999zD2LFjGTVqFM8++6y+fO3atbhcLkaNGqUv6969O+3atWPFihWcddZZrFixgl69epGUVDRd9ejRo7nrrrvYsmUL/fr1K/U5HQ4HDkfRzndubi7gm8HO622c0X2v14uqqo22/UKcMm43bN2K0WbD63aDqdH/bApRaXl2FyoqoWZjqdsHM15aHtqD1+Mhv8CBSnAQyuXxyHZFNF+y/RDNkMvj1bcFCiWPLULNBlRUbHYnhj+30vrIcVwmhVCzkQKXm0mfbeCNa/tiLSU7VxTRjt20P9E0aZ9tQ/6Mte9gabGQyu4DNuqt46effsq6detYvXp1iduOHj2KxWIhJiYmaHlSUhJHjx7V1wkMSGm3a7eVZfr06Tz11FMllmdlZWG326v6MhoEr9dLTk4OqqpiKK0qoRDNldNJuM2G3W4nLzNTpvQWzcrBzAIcDieKFTIzM0vcbrfZ8XjceL1e9h3JxOEIzjI+kZ1b6v2EaBZk+yGaIYfbq28LThw7Rn6xYdzOgjwcDidZJ/PIKyj0Hcg6HXSMsbDuoO9+f+w6RPtY6S/lcblceL1e3G631ENuolRVxePxZQ4qpdRnayjcbt9+4PHjxzGbzUG35eXlVeoxGm1Q6sCBA0ycOJFFixYRUscb+alTpzJp0iT9em5uLm3btiUhIYGoqKg6bUtt8Xq9KIpCQkKCBKWECOR0Qng4AC0SE+WgQjQre20nsFqPER8TSWJiYonbvXYHG4wmwI1qCcdqtQXdHhoWXur9hGgWZPshmiGbw43VehCA5KTEEkO/WzssWK3ZYLJgNFkwGAwkxkZx48iu/P2rzWTm2bFGRJOYGF0PrW887HY7eXl5mEwmTJKF2aQVD/Q0NCaTCYPBQFxcXIm4TGXjNI32G7x27VoyMzM544wz9GUej4fFixfzxhtvsHDhQpxOJ9nZ2UHZUhkZGSQnJwOQnJzM77//HvS42ux82jqlsVqtWK3WEssNBkOjDugoitLoX4MQtc5gQFUU6R+iWSp0e1FQCLeYSv3uG0xGjAYFj0chp9CNQvCZPI+K9BnRfMn2QzRDqqLo2wKzyVgiwyMixIyCgt3lweVVAYXwEP9BbYSFrDwHhS6v9JcKGAwGFP/vS0POohHVp6qq/tk25M9YKWc7V9l+3Gh7+7nnnsumTZvYsGGD/jdgwACuv/56/bLZbOaXX37R77N9+3b279/P4MGDARg8eDCbNm0KGlqwaNEioqKiSElJqfPXJIQQQjQkBQ5f2ni4texzWFoh25MFJScI8UihcyGEaFY8Ht/vvsFQerAkzL89sTk9uPwz7Wkz8mn/S5vNVYjmIC0tDUVRyM7OrtHjTJgwgUsvvbRW2lQXGm1QKjIykp49ewb9hYeHExcXR8+ePYmOjubWW29l0qRJ/Pbbb6xdu5abb76ZwYMHc9ZZZwFw/vnnk5KSwo033sjGjRtZuHAhjz/+OPfcc0+pmVBCCCFEc2LzHxhosyWVxuQPSp2wuUrc5vJIUEoIIZoTj78gs7GMzI5wi297UuD04HL7glLh/qLm2m0yA1/TtnjxYv72t7/RqlUrFEXh66+/LrGOqqo88cQTtGzZktDQUEaNGsWOHTsqfOxZs2bRoUMHQkJCGDRoUIlRUQ3dkCFDOHLkCNHRzWv4aqMNSlXGv/71Ly666CLGjRvHiBEjSE5O5ssvv9RvNxqNfP/99xiNRgYPHswNN9zA+PHjefrpp+ux1UIIIUTDYHP4glLa2evSaJlS2QUlg1Juj8y8J4QQzYnXnyGrbRuK07YnqqpS6PJnSvmzp7Ss3AKHZEo1ZTabjT59+jBr1qwy13nxxRd57bXXeOutt1i1ahXh4eGMHj263EnFPvvsMyZNmsSTTz7JunXr6NOnD6NHj25UE65YLBaSk5Mb9HC9U6FJBaXS0tKYOXOmfj0kJIRZs2Zx4sQJbDYbX375ZYlaUe3bt2f+/PkUFBSQlZXFSy+9JMXihGimjuc7+HlrBnaXh2P+y0cK3Pxy2S3svvlOvt6SyYLNR3C45QyeaB4KnNrwvTIypcxmVlz9f3wz5kaOO0tmRbll+J5ozsxm1KlTyb//fmjghWqFqC3uCoJSFpMBs9GAx2hi3ugb+WbMjYSF+4ohhwcM7RNN15gxY3j22We57LLLSr1dVVVmzpzJ448/ziWXXELv3r354IMPOHz4cKlZVZpXXnmF22+/nZtvvpmUlBTeeustwsLCeO+998q8jzbM7fnnnycpKYmYmBiefvpp3G43U6ZMITY2ljZt2jB79mz9Pk6nk3vvvZeWLVsSEhJC+/btmT59eqmPv3nzZgwGA1lZWQCcOHECg8HANddco6/z7LPPMmzYMKDk8L0PPviAFi1asHDhQnr06EFERAQXXHABR44c0e/v8XiYNGkSMTExxMXF8fDDD6OqwftfDoeD+++/n8TEREJCQhg2bBirV6/Wbx8wYAAvvfSSfv3SSy/FbDaTn58PwMGDB1EUhZ07d5b5XtZEkwpKCSFETTzz/VY++X0/8zcd4eWf/uKT3/fz+Ndb+HhDBi8sPcr3m44yb81BVuw6Xt9NFaJOaHU9Qs1lnKxRFCxhIXhMZtxqaUEpyZQSzZiigMXi+2tmZ71F8+WpICgFEBNmBkXBrhjxmMxEh1kACNOG9kmmVLWoqkqhu7Be/ooHQWpiz549HD16lFGjRunLoqOjGTRoECtWrCj1Pk6nk7Vr1wbdx2AwMGrUqDLvo/n11185fPgwixcv5pVXXuHJJ5/koosuokWLFqxatYo777yT//u//+PgQd+skq+99hrffvst//vf/9i+fTtz586lQ4cOpT726aefTlxcHOnp6QAsWbIk6DpAeno6qampZbavoKCAl156iQ8//JDFixezf/9+Jk+erN/+8ssvM2fOHN577z2WLl3KiRMn+Oqrr4Ie4+GHH+aLL77g/fffZ926dZx22mmMHj2aEydOADBy5EjS0tIA3/doyZIlxMTEsHTpUr2NrVu35rTTTiv3vawuSQkSQgi/PLtvJ2j70Twyc8tODz6SU/ZtQjQlDv/QihBz2eewQi3BWVRXD2zL2n0n2ZmZj1tqSgkhRLNSmaDULcM6sm7fSVRVJUS10yomFAgYvueSTKnqsHvsjP1ybL089w+X/0CoKbRWHuvo0aMAJCUlBS1PSkrSbyvu2LFjeDyeUu+zbdu2cp8vNjaW1157DYPBQLdu3XjxxRcpKCjg73//OwBTp05lxowZLF26lGuuuYb9+/fTpUsXhg0bhqIotG/fvszHVhSFESNGkJaWxhVXXEFaWho333wz//3vf9m2bRudO3dm+fLlPPzww2U+hsvl4q233qJz584A3HvvvUHlhmbOnMnUqVO5/PLLAXjrrbdYuHChfrvNZuPNN99kzpw5jBkzBoB33nmHRYsW8e677zJlyhRSU1N599138Xg8bN68GYvFwtVXX01aWhoXXHABaWlpjBw5stz3sSYkU0oIIYqJCi0aZmHwuOm3Lp3+GxZj8PiCVll5jvpqmhB1yuEvQms1lTF8z+2mx8pfgvrHaYkRXNirJSCFzkUz53bD119j/fFH32UhmoGKCp0DdE2K5JozWnH1obWk/rlc7x+SKSXqw+mnn47BUBQWSUpKolevXvp1o9FIXFycXptqwoQJbNiwgW7dunH//ffz008/lfv4gVlI6enpnHPOOXqgavXq1bhcLoYOHVrm/cPCwvSAFEDLli31tuTk5HDkyBEGDRqk324ymRgwYIB+fdeuXSWew2w2c+aZZ/Lnn38CMHz4cPLy8li/fj3p6emMHDmS1NTUoHaXl81VU5IpJYQQFBV0BogMKfppVFSVdvv/wu328Gf/kahIUEo0H1r9NGtZmVJeL8l7tpFzJFfvH+FWE4X+s9wyfE80a14vysaNmG02kL4gmgk9U8pYwZDVUvqHVgRdakpVT4gxhB8u/6Henru2aDWgMzIyaNmypb48IyODvn37lnqf+Ph4jEYjGRkZQcszMjJK1JQuzlys5p+iKKUu8/q/p2eccQZ79uzhxx9/5Oeff+aqq65i1KhRfP7556U+fmpqKg888AA7duxg69atDBs2jG3btpGWlsbJkycZMGAAYWFhVWpfbQ6XBIiJiaFPnz6kpaWxYsUKzjvvPEaMGMHVV1/NX3/9xY4dOyRTSgghTrXAQFNFv/NZeY5a3xgI0RAVZUqVvbtgNgbfFmYxYvKfcZRC50II0bzoQalq1FEL92dK2SRTqloURSHUFFovf7U5W1zHjh1JTk7ml19+0Zfl5uayatUqBg8eXOp9LBYL/fv3D7qP1+vll19+KfM+NREVFcXVV1/NO++8w2effcYXX3yh12cqrlevXrRo0YJnn32Wvn37EhERQWpqKunp6aSlpdUoAyk6OpqWLVuyatUqfZnb7Wbt2rX69c6dO2OxWFi2bJm+zOVysXr1alJSUvRlI0eO5LfffmPx4sWkpqYSGxtLjx49eO6552jZsiVdu3atdjsrIkEpIYQAsvKLglL2MmoZtAizoCjg8njJLZQdJtH0aTWlyhy+R2lBKRMm/xlyt0eyQ4QQojmpTE2psoT5a0o53V7ZfjRh+fn5bNiwgQ0bNgC+wuYbNmxg//79gC+49sADD/Dss8/y7bffsmnTJsaPH0+rVq249NJL9cc599xzeeONN/TrkyZN4p133uH999/nzz//5K677sJms3HzzTfXavtfeeUVPvnkE7Zt28Zff/3FvHnzSE5OJiYmptT1tbpSc+fO1QNQvXv3xuFw8Msvv9Q4A2nixInMmDGDr7/+mm3btnH33Xfrs/cBhIeHc9dddzFlyhQWLFjA1q1buf322ykoKODWW2/V10tNTWXhwoWYTCa6d++uL5s7d+4pzZICGb4nhBAAZAQUNs8udJW6jklRiA03czzfSVa+nahQU62eGRKioVBVFVX1BWChnOF7gCUgKBViNmI0KJi1TCmpKSWaKbfHi1EyakUzVKOglLnoBIjN6SE6VPInmqI1a9Zw9tln69cnTZoEwE033cScOXMA32xxNpuNO+64g+zsbIYNG8aCBQsICSkaJrhr1y6OHTumX7/66qvJysriiSee4OjRo/Tt25cFCxaUKH5eU5GRkbz44ovs2LEDo9HIwIEDmT9/flBdquJGjhzJ119/rQelDAYDI0aM4Icffii3nlRlPPTQQxw5coSbbroJg8HALbfcwmWXXUZOTo6+zowZM/B6vdx4443k5eUxYMAAFi5cSIsWLfR1hg8fjtfrDQpApaam8uqrr57SelIAiipjUGosNzeX6OhocnJyiIqKqu/mVIvX6yUzM5PExMRyO5QQTdFv2zP5aMU+/XpCpFUfzmd0uxj7/Wzcbg9bJtxHaGQo247kcVpiBEdy7Ew6rysd4sPrq+lC1Lr5m47w05ajPHheV57+bisA/77hjNKzpZxOjj7yD5btyGLBpbcSEx3BP6/sw+HsQv7x9WbCrCZev7ZfHb8CIerXvDUHWLD5KLEWeGbzN7iddsKefRZDSO3VXBGioVq3/ySzft1J58QI/n5hj7JXdDpRn3sOm80W1D/u/XgdhU4Pz17Wk5bRtTObW1Nkt9vZs2cPHTt2DArUiKZDVVXcbjcmU8M+CV7ed7GycRKJPgghmr21e08GXT9hc+qXrWYDrWNCMRng2jPbEh9hBWBnZj42h5v/rTlQp20V4lT7Yu1B8uxuPl6lpdEHZ0MVF3ibNp23DN8Tzdn6A9kA5BS4ysy8FaKpqkmmFBTNgJxdIH1HiOZCglJCiGZPy4oa45/GXtuhahUTyqtX96N/+xac06UFnRMjSIi0Bt23eD0dIZqKfH+hWYvJUO4ZusA+oE3nbZZC56IZc7qLgrHSB0RzU5NC5wAJ/pN/MtOxEM2H1JQSQjRrbo+X4/7MqI7xwdOxhltNGKwWvJMnU5CVRbjZrO8sabQzekI0NUUz75Vd5ByzGc/kh/jhk7VgNBHirweiTQXu9aqoqtqg086FqG3aZBkeo4m9N99FlyiVMLNsK0TzUOlMKbMZdfJkbFlZQf0jMcoKhyBTglJCNBtyil8I0aydKHCiqipmo4HEyOBx0OEWo2/sUng4algYKAqJUcHrWE3yMyqajsAyk1pQKqScIucoCmExUTisoaAoaIcg5oDahC4pdi6aGT1TSlEotITq2w8hmoNKB6WK7V9pJFNKiOZHjqaEEM2attMTH2kpMcOYNjVxoOLD9wKHaQjR2DkDakA5/Nke5dWTAjCVcrtWUwrA7ZU+IpoPt8erH5RDUT8SormoaU0pbT/rWL4EpSpD5iwT9a02voMSlBJCNGtaUCohIkQfeqQJtxjB7YYffsD688/gdvuWBXBIUEo0IQWOogNo7cDCai5n+J6/f/TdtByDx60vNgUcjEimlGhOArcJBo+b2LRF+vZDiOZA23YYKsoOLLZ/pYmXTKlKMfuHPBYUFNRzS0Rzp30HzTUYpi41pYQQzdqxfF89qYRIa4mMkDCrCbxelDVrMNtscMUVJWrjONxyFlw0HTZnyQPncoeo+vtHp70H+KvvUH2xoigYDQoerxqUNSJEUxcYlFJUlchNGzDHmOCKK+qxVULUHa24v6miTKli+1caLVPK5nBT4HQTZpHD1dIYjUZiYmLIzMwEICwsTOo3NjGqquJ2uzGZTA3ys1VVlYKCAjIzM4mJicFoLOckZgWklwshmjUtPTwuwlLi4Lt4VpQmJsxCdoEvmCWZUqIpKXCWDLJWpW5al6QI/bLZaMDj9eD2SB8RzUfxId0SlBXNjdc/lMdQzeF7IWYjESEm8u1ujuc7CYuVw9WyJCcnA+iBKdG0qKqK1+vFYCh/FuT6FhMTo38Xq0t6uRCiWbP5p72PDPGdhbCaDThcvoOKuGIz7WkeuaAbs5fv5a+jefq6QjQFWn8IVO7se35DO0YT0b8N5/ZI0pdp9URcclAumhF7sRpSbvn+i2bGU9lMqXKEmIzk4w6qcyhKUhSFli1bkpiYiMvlqu/miFrm9Xo5fvw4cXFxGAwNs+qS2WyuUYaURoJSQohmzeavoRPuTw+3GIuCUomRpQelEqNCuLRva15csE2G74kmpdRMqfJm3/OLsBo5r0cShoAhsFqxc8mUEs1J8exZyZQSzY1eU6oGQSmzyXdfmUymcoxGY60EBkTD4vV6MZvNhISENNigVG1p2q9OCCEqUOCvoRNu9W3MA89qx0VYyryfxT+kSYbviaak9Eyp6u0qmP07UFLoXDQnxQ+iJVNKNDe1kSll9p/gcMv2Q4hmQYJSQohmzebPDNEKaRYGZIqUN2wpxCxBKdH0lF5TqnpnX/VMKa/0EdF82Itlz0qmlGhutO+8sQY1cLSJZ5weyUYXojmQoJQQotlSVZVCf6ZUWBlFzcuiHag7XLLDJJqOKs++Vw450y2aIy1TSqupJkEp0dx4/IXOjbWQKSWZtkI0D1JTSgjRbBW6PPj3nUpMOayf4DObUSdOxJaVRZjZrN+uHah7vCpujxeTUWL8ovErcFSxplQZ/QOKhm7I8CXRHKiqiqIoep3BqFAzJz1efhtzLSlnJZboH0I0VdpvfoVBqXK2H0VBKcm0FaI5kKMoIUSzpRU5NxsNeo0oTUyYv56UokBMDGp0dECkKjh7RGaHEU1F6ZlS5WQRltE/AIxS6Fw0E/PWHOCheRvJKXBh90+UERliAkUhxxpRav8QoqnyVrbQeTnbD63QuQSlhGgeJCglhGi2tCLnYdaig+7rBrXDajZw58jO5d7XZDToO1zaQYgQjV2hfzhqmxahAIRYjHRKCK/WY0X4sw/z7CUDXUI0JQs2HyWnwMW3fxzWh+9FhfgyP2T2MNHc1Eahc72mlFsybYVoDmT4nhCi2dIypQLrSZ3bI4mzuyUWneHzeGDRIizZ2TBuHARMyWo1GSh0euSgQzQZDn+A9Yr+bemSFIHJoJQ/NLWc/pEQaQUgK89xKpssRINx0ubE4s8QjAo1o3g9nLZhBWZjAlxxRVD/EKKp8vrrIhgqyg4sZ/shw/eEaF5k6yiEaLa0TKlwa3B8Pijl3ONBWbECy5o1vh2oAHqxc7cUOxdNgzabpNVsIMRsrLhWWjn9Qw9K5UtQSjQP2QUuvQ9Fh5oxeL2ctnMTxtUl+4cQTZW7splS5Ww/JCglRPPSqINSb775Jr179yYqKoqoqCgGDx7Mjz/+qN+empqKoihBf3feeWfQY+zfv5+xY8cSFhZGYmIiU6ZMwe2WoQZCNAc2p28nKNxSvaRRrQC0DN8TTYUWYK3ujHuBJFNKNDfZhU492zAi4GSHzMAnmhNPZQudl8NslJpSQjQnjXr4Xps2bZgxYwZdunRBVVXef/99LrnkEtavX8/pp58OwO23387TTz+t3ycsLEy/7PF4GDt2LMnJySxfvpwjR44wfvx4zGYzzz//fJ2/HiFE3Spw+GtKWcop5FwO7cBdhu+JpkL7Lpdb3LyStKBUZp5dn5lMiKYsp8ClB3ZDzEUTaEhQSjQntRGU0vqO0yN9R4jmoFFnSv3tb3/jwgsvpEuXLnTt2pXnnnuOiIgIVq5cqa8TFhZGcnKy/hcVFaXf9tNPP7F161Y++ugj+vbty5gxY3jmmWeYNWsWTqezPl6SEKIO6ZlS1mpmSsnwPdGEqKqqZ/3VRqZUXLgVRfHVqcpzSAayaJpUNfigWduuWE1GvR9JUEo0J7WTKeUfvicn/YRoFhp1UCqQx+Ph008/xWazMXjwYH353LlziY+Pp2fPnkydOpWCggL9thUrVtCrVy+SkpL0ZaNHjyY3N5ctW7bUafuFEHVPn32vhplSDtlpEk2A26vqB9ja0NSasJgMxIRZABnCJ5ouV7FMjgMnfPuZVrMBq9G3bdl70pcteOBEAWnbM0sEsoRoSrSgVIWFzsshNaWEaF4a9fA9gE2bNjF48GDsdjsRERF89dVXpKSkAHDdddfRvn17WrVqxR9//MEjjzzC9u3b+fLLLwE4evRoUEAK0K8fPXq0zOd0OBw4HEU72Lm5uQB4vV683sb54+n1elFVtdG2X4jqsDncqKiEmg1lf/e9XlDVov4RsJ7VpKCiUuBwSd8RjV6h09cfAEwKlftOl9M/AGLDzZywOTiWZ6djXFgZDyJE4+VwFfUbKDrZEWExEh5iRFXhcI6D7UdzeSl9HwDhFiP927eol/YKcaq5vV5UVAxKBccV5Ww/TAZQUXG6PbJ/JZqtpnB8Xtm2N/qgVLdu3diwYQM5OTl8/vnn3HTTTaSnp5OSksIdd9yhr9erVy9atmzJueeey65du+jcuXO1n3P69Ok89dRTJZZnZWVht9ur/bj1yev1kpOTg6qqGGTKYtFMnMzJw+FwUpCXS2ZmGWf0nE7CbTbsdjt5mZkYQkL0mzyOQhwOJ0ePnSz7/kI0EicLXDgcTkwGhRPHj1XuTuX0DwDVaff1kawTZIbJED7R9OTY3TgcvpIPIzrHoKoqsWFmIlUb53cKY7/Hjdfr5c/9R/X1Nuw+QttQV302W4hTJi/fhsPhJDc7m8zMcn73y9l+2PJycTicZOfmk5mZWQetFqLhaQrH53l5eZVar9EHpSwWC6eddhoA/fv3Z/Xq1bz66qu8/fbbJdYdNGgQADt37qRz584kJyfz+++/B62TkZEBQHJycpnPOXXqVCZNmqRfz83NpW3btiQkJATVrGpMvF4viqKQkJDQaL/0QlSVJSQbq9VFQlwsiYlxpa+kqngfeoiC48dJbN0ag7FoqF9SnBPrUTumkHASExPrqNVCnBru7EKs1iOEWUyV/z6X0z8AYmPysWa7CYuIlD4imiQlz4HVehirycjt56QE3ZaUmMjeu+7m161H6KuGYbX6suwjpD+IJswachyr1Ut8fCyJiTFlr1jO9iOhwITVmo05JFT6imi2msLxeUixk5VlafRBqeK8Xm/Q0LpAGzZsAKBly5YADB48mOeee47MzEz9B2/RokVERUXpQwBLY7VasVqtJZYbDIZG+4UBUBSl0b8GIarC5VVRULCajeV/75OTUQ0GDMbg9SJCzCgoFLi80m9Eo+fygoJCSEX9obgy+gdAiNmIgoLD03jP8glRHrfq6zdmY+n7TzEd2pB70MH2DBsKvozak4Uu6Q+iyfLqfaIS25Iyth9WswkFBbdsO0Qz19iPzyvb7kYdlJo6dSpjxoyhXbt25OXl8fHHH5OWlsbChQvZtWsXH3/8MRdeeCFxcXH88ccfPPjgg4wYMYLevXsDcP7555OSksKNN97Iiy++yNGjR3n88ce55557Sg06CSGaFre/QK1WULOqtALpBTKzmGgCtFkka2PmPY02Q6VTJgMQTZQ2O5iljH4TH+nbn8wudOpBKSn8L5qy2pl9z3dfKXQuRPPQOENufpmZmYwfP55u3bpx7rnnsnr1ahYuXMh5552HxWLh559/5vzzz6d79+489NBDjBs3ju+++06/v9Fo5Pvvv8doNDJ48GBuuOEGxo8fz9NPP12Pr0oIUVe0A+Vyg1IeD6SlYVm+3Hc5QLjVF9cvcHlKu6cQjYrD5esPIeYqzEZZTv8AmaFSNH3aQbN2EB3E46HNhlX02L4exVvUPyQoJZoyj1rJoFQ52w+Lf7/M6ZGZKoVoDhp1ptS7775b5m1t27YlPT29wsdo37498+fPr81mCSEaCbdXO8Ndzo6Tx4OSno7FZoMLLwSzWb9JMqVEU+L0lJ/xUapy+geA1ex7LLsEbkUTpfeb0k5ueDzErF5Oj78OsS/lDLz+VQqdHvIdbiKsjXo3XIhSeTyVD0qVtf0w+fuTFvRVVRVFkQllhGiqGnWmlBBC1ISjMplS5Qiz+A4obE454BaNnxY4qs3he/rZbsmUEk2Uy38AbipjO2IyGAgp5cTHxE/Wk1MgM/CJpkfLlDLUIIiknRxxeby8u3QPf/9qk5zcEKIJk6CUEKLZqmlNqXAtU8opmVKi8dOG72l1oGqDNhTQ7pKglGiaXJXIMEyIsAC+Id9928boy//KrNxU2UI0Fqqqkm/37RNp+0jVYfZnWTndXpbvPEZmroN1+0/WShuFEA2P5A0LIZqtStWUKkeYf+iFw+XF7fGWeaZciMZAG4ZUu4XOtbogcoZbNE1aoXNzOUOVUpLDmXlVX6zhoZiMBl7/ZQcbDmRLbSnR5OQUunB5vCgKxIZbqv04WpA3MMtWahMK0XTJEZQQollSVbWoplR1g1IBBaGl2Llo7PThe+ZaDEr5+4hDMqVEE+X0VO7kRqjFqJ+4aBcXBkjBc9H0aN/p2HBLjU7UlXbfE/nOaj+eEKJhk6CUEKJZcntV/GUPMJdX6LwcBoNCqF7sXIJSonHTzkjX5vA9LVPK7pb+IZomraZUVSYISIiwAhKUEk2P9p1OjAyp0eOUdrIwK1/6ixBNlQSlhBDNklYHBKo/fA+KZuCzSV0p0cg53LU/fK+0IRhCNCXatqQqWSEJkRKUEk2TFjjSvuPVZTaWPFko/UWIpktqSgkhmiWX23d2W1HAVN60xSYT6m23UXDsGGGmkj+ZYRYTx3FKppRo9Ko1+14F/UMrdC61QERTVW6h8zL6h3bAftzmlHqEoknRAkeVCkqVs/1QFAWTUdEnpAl8bCFE0yNBKSFEs+Ty15MyGQwo5U1bbDBA69Z4zWbf5WLCrZIpJZoGffieuQrD9yroH1qAS2pKiaZKG75XaqHzMvpHdKgZs9GAy+PlhM1JYlTNhjoJUd92Z+Wz4UA2f2X4ZpSsVFCqgu2H2WjAHTBJhs3hpsDpJswih69CNDX10qv379/Pvn37KCgoICEhgdNPPx2rtWZpnkIIURXaAXhV6oCURts5KnRKppRo3LS6T6di+J7L48XrVTGUl5UoRCNUnW2JoijERVg4mmPnuASlRBPw7tI9HM2x69eTa+E7HWE1ldi3OmFzSlBKiCaozvKF9+7dyyOPPEL79u3p2LEjI0eOZMyYMQwYMIDo6GjOO+885s2bh9crZ1OFEKeelhJuKqVuQRCPB5Ytw/z7777LxWh1D5we+e0SjZvNPwQ1vCo7/BX0j5CAounSR0RTVG5NqXL6h1aP0C4zt4rGIP2fMG8COAtKvdnm8GWLn9UpjhvOak/b2LCKH7OC7cfNQztyXkoSNwxuT4twC0DQcD4hRNNRJ0Gp+++/nz59+rBnzx6effZZtm7dSk5ODk6nk6NHjzJ//nyGDRvGE088Qe/evVm9enVdNEsI0Yw5PZXMCvF4UH7+GevixaXuNJn8KeeyoyQauwL/ENQwaxWG71XQP8xGBW10rBx8i6ZIrylVRlCqrP6hzXIp9dZEg5efCdu+hxN7IGNLqau4vb59oIv6tOTs7omVe9wKth/dkiO55sx2nN0tES3J1qPKvpYQTVGd5D+Gh4eze/du4uLiStyWmJjIOeecwznnnMOTTz7JggULOHDgAAMHDqyLpgkhmimnv9C5qZQ6BlWhZUq5JctTNHIFzmpkSlVAURQsJgMOl1dm4BNNkpYBWNpsYeXRTohIsFY0eLvTiy67Ss+U8vqDRcbyanTWgNG/r6ZKUEqIJqlOglLTp0+v9LoXXHDBKWyJEEL4lDtjUhVoQzYkU0o0Zl6vqtfuqFKmVCWEmIw4XF7sUuxcNEHaTK5V3ZZo60uwVjR4e9KKLtuzS13F48+UOlV1A7VERC0jSwjRtNT5HLRPP/00v/76a4nlNpuNp59+uq6bI4RoporqgNRsB8pkkEwp0fgVBGRrhFVl9r1KsJr9B9+lDM8QorHTtyVVzLoNMcvwPdEIqCoc3110vfBkqatpQSnTqQpK+TOwPBKUEqJJqvOg1LRp0xgzZgyvvPJK0PL8/Hyeeuqpum6OEKKZcpZXB6QKzEZtdjHZURKNV4G/SK3VbCi9YHMNaLVzJFOq/siQl1NDVdWArNvqDd9rKkEpt8cr37OmyGkLHrJXmO0LVAVQVVVfVOuZUh43qEUzt8r5PyGapnqZU/ODDz7gnnvuYdOmTbz99ttYLJb6aIYQohnTgkjmGh6AG7VMKZlZTDRiNm3o3imYarvo4FsyperDV+sPsuSvYzw2tgdxEdb6bk6TMW/NAVbuPqFfr+q2xNKE+sWnv+9n0dYMWoRbmHbx6URY6+XwQpwKtqzg61u+ggOr4PL/gDUSCB5SV6uZUmkzYPuPENmS0PCHgKLaVUKIpqXOM6UAzj77bFatWsWqVatITU0lMzOzPpohhGjGXG6tOG1tFTqXHSXReGkz74VbanfoHgQefEvgtj58v/EIOYUuFmw5Wt9NaVIWbD5KdoGT7AInUJQRWFna8L2mkEG4fn82ACdtTvYes9VvY0Ttyi/lGC33MOxZol8NHFJnqK1C56oKu/zlXvKO0DnPNzO77GsJ0TTV+akMxf9j1blzZ1auXMlVV11F//79eeutt+q6KUKIZqzShc5NJtSbbqLw+HHCTCV/MrU6IjJ8TzRmBXqR8yruFlTQP0Bq59Qnb8ABXFMIfjRkYaUFdMvpH9rQ8aZQ6Dww28vmHwosmggtU8poBo+raHlAwXNPdTOlytt+OPLA7dCvdsxbA6EDJVNKiCaqzjOlAsebR0VFMX/+fC677DIuvfTSum6KEKIZc3m14XsV7EAZDNChA562bX2Xi9EKpXuk0IFoxLQDySoXOa+gf0DA8D0JitS5E/4sHpAhxrWptNpJ4aUFdMvpH0XB2sY/fM8Z8N3SAtyiibD5M6XiugQvP7lPv+gJ6A/GqgSlytt+FBs22DL/T0I9+UGBdt1vz8P/bgJ7buWfWwjRoNR5ptTs2bOJjo7WrxsMBl577TX69evH4sWL67o5QohmSjs7LYXOhSg6kCz1wLqGmlLtnMYmK68o0+C4zVnOmqIqSsv6KzVTqhzarJSNPYNQVdWggLPNKZlSTUq+PzgU3wUytxYtP7lXv6gFihRF0UfE1Px5M4ue121Hyd1JK9c+PN5ewevlHoG/Fvou7/wZel5eO88vhKhTdZ4pddNNN2G1liy0efPNNzN79uy6bo4QopnSsgYqnGnM44Hff8e8fr3vcjFaqrpbMqVEI6ZlSoVbq5gpVUH/AAgxyfC9+nIsvygoFRigEjVTfIia0aDoGYFByukf2gmRxp5BWLxfFzgk+Nyk5B3x/Y8vlimVvU+fCk+r81Tlc3zlbT+0TKnwRGjREUWBePfRoKwsAPakF13eu7SKDRBCNBR1lin12muvVbiOoijcd999ddAaIURz56xsTSmPB+XHH7HabHD22WA2B92sDd9zS6aUaMQKqjv7XgX9A6TQeX0KDETlFrqwuzz6sDFRfcWHqIVbTaVniJTTP5rK8D1nsWGhkinVhCx+CQ6v912ObBV8m6sQ8jMgqqWeKVWloXtQ/vYjP8P3PyIBQnwjbBLdh4PqVwGwOyAodXg9FJ6E0BZVa4cQot7VWVDqX//6V9D1AwcO0LJlS0wBhe0kKCWEqAsnbE7St/vOwplrOH2xVuhcZoQRjZl2IFnlTKlKCPEPU9p/3MbX6w8RGWJiZNeEirMURY0Vz47KynPQNjasnlrTdBQPvFR16B40/mDt/uMF7Dtho1tyZNByqSnV8Ow5ZmP9/pMkRYUw9LT4yt8xMPMooSucdi4c3gCqBwqzfVlUUS0DMqVq8Tfddsz3PzwBolqhAAmuIzgDd7VUFY7v9F02h4GrwDcrYMrFtdcOIUSdqLOg1J49e4KuR0ZGkp6eTqdOneqqCUIIAcA3Gw7plyNCavYzWJQp1TgPLIQAKPQfSIaaa9AfvB7fcI5iByZW//C9PZm57MnMQ1UMxEdY6dM2pvrPJSqleFDqhM0pQalaUHz4XnVqsVkbeVDq3aW7OXiykPFDOgQtl9n3Gp53luwmI8cOQLvYsMr/Bmiz3131AVgj4Zx/+AJB8yfDobX6EDste6mieWOqRBs2GJ4ILTqgKL6g1L7AfS1HLnj8tfJ6XwVr58DuNAlKCdEIyWlKIUSzk2/37TS3CLcwsENsjR5Ly5RySaaUaMSKhrNW76jClLUZZc4Y+ODioAK4vsc0MCzvRx47ch8PZTxCC3cmuXZX6Q8kalWWv6aUFjSxuySLpTYUzwaqTqaUPnyvEX4mXq/KEX+QY+8xW9BtkinV8GQHzMKpfW4VUlVwF/ouWyJ8/xXFd9IhItF33V+M3FNeptTil2DezVWbGe+Xp+HIRt/liASIbouqGLGoDoyFx4rW04qwh8ZAl/N9l7UhfEKIRkWCUkKIZkc7AL/8jNY1rq8imVKiKdBqopmqM/zC68F8/C/fQYwjD/78PujmELOBXoW/owChXhsdHdsbfXHnxqDQ6dED8G1ahAKNNyunobEVK+YdXtVabBQN3/N41Ua3/cgudOmBiIMnC4Juk0yphsXt8Qb93lZ6wgOPy/ebDmAOCb4t3D8EUMuUUssodO71wPYf4cRu2P1b5Z437yjs/MV3OTQG4rqA0YwtJBmAkPx9Reva/DP0hSdCdGtfMXbV6xvCJ4RoVCQoJYRodlz+A3BLLdS0MUtNKdEEFM1GWSxTqvhMR6XJOwzegMyn3Wn6rEyoKhbFS6w7U785ynNSgiN1QDv4jAwxER3qKyAsmVK1o6B4Talq1GILnK2veLHwhi4wsHEo25dNo2XjSaZUw1JQrM9n5lUyU0rLkgIwFQ9K+TOl/EEpb1mZUjkHwevvK7vTKve8WuHy+C5ww5dg9WVp2cLaABCaf7BoXX2GvgTf/05nV+25hBANRp0FpXJzc4P+FEUhPz+/xPKqePPNN+nduzdRUVFERUUxePBgfvzxR/12u93OPffcQ1xcHBEREYwbN46MjIygx9i/fz9jx44lLCyMxMREpkyZgtstZ3mEaMpc/gMAcy0EpWT2PdEUaEHVoEyp9R/Bh5dB9oHglTd8AnOvgt+mw8fXwJE/AFC7jvEVm7VlQeZWWPchfHgpMcfWYKCof0R5sxv9jGONQVa+7+AzIdKqZ+U0tuBHQ2UrFngxVyPD0GRQMPgn2rA3sszBwKCUloUTG24BfIHPEjOkiXpTUCyr71h+JTOlXP7gldEMhmJB12LD99xelQuzP+a6/U8UDdNLewH+N77oPoc3QMGJip9XCyh1uzDoefPD2gIQkr+/aF3/8+vt6ZTqfy4ZwidEY1Nnhc5jYmKCpstVVZV+/foFXVcUBY+n8juqbdq0YcaMGXTp0gVVVXn//fe55JJLWL9+PaeffjoPPvggP/zwA/PmzSM6Opp7772Xyy+/nGXLlgHg8XgYO3YsycnJLF++nCNHjjB+/HjMZjPPP/987b14IUSD4nRXIShlMqFeey2Fx48TZir5k2nyH1S4vY3roEKIQPrwvcBMqd/f8f1f/xGcPbVo+aq3fP//WgBeFU5X8LrjMXYfDUYv7FjkO7DYNA+AxJXTORLwXFGekxyVTKlTLivPV0cmPsIaUL9I3vfaUFDZIWrlbD8URcFqMlDo9OjbpMZCC3gGahFm4cAJ31C+AqebyBBzXTdLlKL4TJGVHr7n9n/GxbOkoCgzyT98zuN207dwBSEGL+z6FdoPge3zg++jemHvEki5pGhZ8f6Rd9R3QkNRigJMfgX+TKkwW8BJkuKZUtoQvmM7ZBY+IRqZOgtK/fZbJccSV8Hf/va3oOvPPfccb775JitXrqRNmza8++67fPzxx5xzzjkAzJ49mx49erBy5UrOOussfvrpJ7Zu3crPP/9MUlISffv25ZlnnuGRRx5h2rRpWCyWWm+zEKL+aQGkShV1Nhiga1c8mZklZhUD9GnttSGBWoBdiMbE5e8TesaHJ2A4nhpwwOwpVqDcoEBSGF5jOMZWfcBT6A9KFW3ztSypbGMcMZ7jRHlOsk+GkdUqj1fFoBD026MVOU+ItOrLZNhk7SieKVWmCrYfVpORQqen0WUOlhbYCLUYCDEbsbs8FDg9EpRqILRMqahQM7mFLk7YnLg9Xn3fpUyVCUrZc8FZgCHvEEbVg6IYfCckim8nwhN8AaTdacFBqeL9Y9evvuXJvSEseBKagghfplR4/v6iWV6LZ0qBL5h1bIfMwidEI1NnQamRI0ee0sf3eDzMmzcPm83G4MGDWbt2LS6Xi1GjRunrdO/enXbt2rFixQrOOussVqxYQa9evUhKStLXGT16NHfddRdbtmwJyuQK5HA4cDiKNsjasEOv14u3kWZLeL1eVFVttO0XoiocLi8qKkaFSn3ny+sfBkVFRcXjVfltWwZfbzjMA+eeRvu48FPRdCFOCZfb1ycMiop33Ycoq/9bdKOqomrf/ewDlAy5qrhanIZRBVoPQDGHgq1ohiRfnERlp7UHAwqWEOU5id3plu1NLflmw2G+/+MIkSEmHh/bQx9GlZlrR0UlLtxCnt2FiordJe97bbA5fO9nkbL3n8rbflhMCioqBY7G9blk5jqKvX5fjcZQi4FCl5s8u4uECDmx2xDk252oqCRHWSlwunF5vGTl2UmKKiXYFMhZ4PutN1mLfv815nAUkxXcDpg9hvZON1n+74N6ZGOJYXpqz3Eoq96CwxtQbcchtIXvhiUvQ8YWGPQY/PIWqv9khtpxZFFdQr/C0GS8KBg8DtQPLka95hMUf1BKDYsvWr/DCJTf34HD61ELTkJIdJXfMyEaiqZwfF7ZttdJUMpmsxEeXvkDtKqsv2nTJgYPHozdbiciIoKvvvqKlJQUNmzYgMViISYmJmj9pKQkjh49CsDRo0eDAlLa7dptZZk+fTpPPfVUieVZWVnY7ZUsINjAeL1ecnJyUFUVQ3VmXxKiEckvKMDh9JKbfZJMj638lT0eDFu2UJifT+bAgRjMwWd/7S4vDodvmMx/03cA8OYv25iU2vaUtF2IU8FWWIjDrZJ9PIOkFW8G3eY6foDcTN/Ov+XAeiLdvrPgqikcV1wK5g0rORGRgunIEQxmMxHxfbEeWKzf36uCV1X5w3g6Z6iLMaoO8k9mkJkZWXcvsAlb/tdh7A4ndoeDtTsO0qeVrzDwkeM5OBxOVEc+hTYnDoeTYydzyczMrOARRUWOZ+fjcLhoFW0hp9BNn3hD6e9rBdsPj9OBw+EkI+sYLQyFJe/fQB04loPD4cFqUnC4fcEIR6ENxeP7nh08mkWEt4Jtq6gTh7N8vwO47FgVD/kOF/sOZ6LYyw9KmbOOEOV24XZDTinf7Yj4vlgPLgXA7fbi9Z+8cLsccGwnoOCKT8FQkEVO7ECiIn/EdHIn+Ru/x9FpNHg9xP3xJRwqwLLvWdzWv1CMCl5LJNlRPVGLPWd+gZ2t5p6c6dmM23aC/HVfEXFiLyoGTrpCA9a30MIUhcF+nOy9W/DEnlYbb6MQ9aIpHJ/n5eVVar06CUqddtppTJw4kZtuuomWLVuWuo6qqvz888+88sorjBgxgqlTp5a6XnHdunVjw4YN5OTk8Pnnn3PTTTeRnp5em80vYerUqUyaNEm/npubS9u2bUlISCAqKuqUPvep4vV6URSFhISERvulF6KyFNNBrIqXlkkJxEdYy1/Z6YSlSwm12Qi94AIMIcE7ci6PF6v1YNCykJBQEhMTEaKxMJkPohjctHEfwGQKPnA2efMJ0b7PB3JQTGZfUfORD2NyOuGP52mxbgehl8X5+kfPsShHVuj3VwGD4uRQRE/stgjCvDaiDIXSR2qJajyK1f8zFhYRRWJifNDyNskJKCcLsVpzschvU63wGg9jtSrcd14KraJD9YLlJVSw/WgRdZJjdpWwqBgSE1vUQctrzu7y4GI/VquRnq2i2Xw4B4CEFtFku4wct+cREh5FYmJsBY8k6oL5qAerNYeE2Ghs3gLy3QVERMWQmFjB8YotDMVkxhQRg7W034yLpoMzH7Z+g3HZ2xgUN/aQOEwmf3A1uTfGv70KQAJAjwtQfn+bmGNrUQfdADkHUAwm2JxNtPdXDGPbQ1I31EvfJMFQ8vA0+rCLL+P/jy6ed0jw7CBmz/dgMkPLPiS06xq0rhIZB+5c4iKtIL93ohFrCsfnISEVZGX61UlQKi0tjb///e9MmzaNPn36MGDAAFq1akVISAgnT55k69atrFixApPJxNSpU/m///u/Sj+2xWLhtNN8UfD+/fuzevVqXn31Va6++mqcTifZ2dlB2VIZGRkkJycDkJyczO+//x70eNrsfNo6pbFarVitJQ9kDQZDo/3CgK8WRWN/DUJURFV9Q+0UFKwmU8Xfd4MBVVHK7B8WRUEpNqDJYFCkH4lGQ1VVhuZ8z4i8H4hMDy1ZEy3nIMrHV8FFr8DJPQAosR19NT1K6x/tBvlm4XP5ih4rwGFze1CM5BpbEOYtwFJ4TPpILSl0evXfIJe36GxqocuDgkJkiJlQiwsFBaen8Z5tbShUVaXA/55HhFgwmYxlr1zB9iPEbERBwdWIPpfjNjsKCuFWEx3iw9ly2FfCIsRiIiLEjIJCocvbaF5PU6f9DkRYzVjNBt/vgLcS3zePv0yJORSlrHVDo6HLebDsbUDhr4QL6Jz/le+2zqnB9+t8Nvz+NhzZiPLJ1dD/JoCAQaAKSvexKKbSh32ajUYUxcCJqG4oJ3dAfob+uCXaZ/GNtlFcBaXWchOiMWnsx+eVbXedvLpu3brxxRdf8Ndff3HVVVdx6NAhPv/8c9555x3S0tJo3bo177zzDnv37uXuu+/GaCxnA18Br9eLw+Ggf//+mM1mfvnlF/227du3s3//fgYPHgzA4MGD2bRpU1DK9aJFi4iKiiIlJaX6L1gI0WC5vSqqfy/IXJlC5xVQFAVjsbPkBil0LhoRt8vJmbbfikKrJit0GAbGgIMDWxas+Ldvqm2AxO5lP6DJAr3GgTXSd8BijeSbGN/U4NlGXxZPmL3sIfKi8jxeFXtA0Xhtdj23x6tfDreasJp8u3tS6LzmHG5fjQ+AMEv191cBLPrn0ngKnQcW0A8som81GfT3o/iMb6L+2PyFzsOsxqrNwqkVOjdXkOUQ1ZITLYeRbYxjT1yqr9B4RBJ0PqfEerQf6m9UFqydE3x7aKwvcFUGbT8rx9qqaKFigI6l1Cz2B6W0EyNCiIavzgqdA7Rr146HHnqIhx56qFYeb+rUqYwZM4Z27dqRl5fHxx9/TFpaGgsXLiQ6Oppbb72VSZMmERsbS1RUFPfddx+DBw/mrLPOAuD8888nJSWFG2+8kRdffJGjR4/y+OOPc88995SaCSWEaPxcnqKdMXNFs89Uksmo4PEWne8raySHEA2R9+BaQr0F2AyReG74AmNIuC+wBPB2wA7/fv+QvLBYSOpV/oMOvM3353dszmoATlpagX0jUYUHy7qnqIKCYgf/WtCpICBQFWY2NsrgR0Nlc/jec6NB0YN91VWlIEEDoc28lxBpDRr+bjUZCbf4Diu0Gd9E/dN+I8ItJizGKvwOuMqZfa+YXb0f4iPbPs6wRsDZJWvu6kY/B6v/C+s/KpoMo/UACsNaE3bN8yihEWXeVTvZlxPSpmhhy5Kz9AFgCfP9d0pdMyEai8aZB+aXmZnJ+PHj6datG+eeey6rV69m4cKFnHfeeQD861//4qKLLmLcuHGMGDGC5ORkvvzyS/3+RqOR77//HqPRyODBg7nhhhsYP348Tz/9dH29JCHEKebyF2VVFDDVUvTIVCw1tcz6IkLUp42fwdwr4eS+oMXq7jQA/gzthzk8piggVZaOI6s9JCI3zHdAkZK7GD66ArIPFN247kNf+3KPVOuxm6MCZ/DBpXawqQUFQixGDAalUQY/GirtPQ+zGEsOda0iSyPMYNODUhHFMqXMBsKskinV0NgCvq9WcxW+b25/bahKBKU8Ht9+VYVZ4ooC3S8KXhYa7cvKLaWOVCAtUyrXkuTLkAJfVlZpzJIpJURjU6eZUrXt3XffLff2kJAQZs2axaxZs8pcp3379syfP7+2myZEk3bC5mTDgZMM6RyvH+w0Fi7/1KQmg6HGBxQakzH4cSQkJRqkv36E/EzY+g0Mvd+3zOPCuH8ZANvC+pfsEwNvhU3zIPF0X6aUyVryoKIKCsJaA/iG0NqyYPU7cN7T4Hb6zqADbPkSBt9T7edoyg5nF/JXRh4juiRgMCjkO0rPlLLp2RG+32cZvlc7DpwoYOEW39DTMGvNd6GtjSyDbf/xAn7b5it5kRBpJTbMgtHgyxS2mgxFmVLOxvF6mrI9x2xsOHCSjBxfxlO41VQUnK5UUMpfU6oyQSn/cNZKJZ9rw/j2LYOwOAhPBEfFQUztsd2K2TfML2MrdCpjuJ82fE8ypYRoNBp1UEoIUT9m/Pgnx/OdHMtzctXAtvXdnCpx+nfGLDUcdhGoeMaVZEqJBsfjLspK2pMOg+/1ZTsdWgeOPGyGSI6Edil5vzPGQ78bfWe4nTYwmCvOpCpHm47dYbcvKKUCSsZW8Hrh0JqilZxydrss//h6M+D7/RrSOb7EMCnt901bHuYPEjS24EdDNe3bLfrl8BrWkwKqFiRoAN5dulu/nBwdgsGgkBQVwuHsQiKsJgr9wShbJYIM4tR6d+lujmTb9evRoeai4Xuuygzf0zKlKi5nopUvMFY2g3b0c+DIA9UEM16oVFBKy8LyeL1w7hPlryzD94RodCQoJYSosuP5TgC2Hsmt55ZUndufZl48u6lMJhPqFVdgP3GCMFPpP5mmYqcHJSYlGpzcg+D17/jbjkHGZl89jt1pqKrKn6H9MBrL2CXQsqe0s8+BKtE/AJ665HQ2H8plRNd4Mv3zj6gqKLYsyNoGexYXrZy9t+qvr5nZd7yAIZ1L1pTSip7rdWT8w6ms/uCH2+ObfbT45Ayi6sIrkylVQf8oChI0/KCU16tyxJ91c26PJLok+ur/TBjagT1ZNjrGh+tFtSVTqv7lFvp+AwZ3jqNTQjhtWoRWL1PKHFrhqnpQqrI/K4oCIVHg9VZq+wFFw/c8lekqZsmUEqKxkaCUEKLaIkMa30+I0+PbWa50gVqDAU4/HXdmZpl1dMxygCcaumJ1pNidBok9YO8SVGBLSP/KB2oDVaJ/ALRpEUabFmGoqsriyAsZaEvDE56EoSADju/0/QW2VVWLgmECIGiWPW2Ws5I1pbxBy7VMKUtA4Nzh9ujLRfWFV+Y9rKB/hJgbTwZbdqELj1fFYFC4emBbfahv54QIOif4AlR6TSnJlKp32u/FZf1aE+cvSF+lGmbuyhc614NSVZ08ppLbDwCj//vmVdVy1wNk9j0hGqF6KXS+ZMkSbrjhBgYPHsyhQ4cA+PDDD1m6dGl9NEcIUQWBB0bRoeZ6bEn1uLRMqWoWai5N8UwpLRtLiAbj5B7f//AE3/896XBwDTjy8FhjOGDpXGuF/8ujKAorYy/mpeSXcLTs71toy/LVutI48qDg+ClvS2OjFZgGf00uAmpH+bN2iteU0oJXZqOiBxGcjWSoWL0o54DXXSxFQwvA1ERjKnSuff/iIyxlZtpJTamGweNV9UCRNaDuZ5WG8VYhKKUFioyn8ESCVhahSkEpyZQSotGo86DUF198wejRowkNDWX9+vU4HL6NXE5ODs8//3xdN0cIUUWBB0a1VSi8LlW5ppTXC1u2YNq+3Xe5FMUzTJyVyi8Xog5pmVIpl/h22G3H4Pe3AbC1GoqqGEoEVyulEv2jOKvJd5DktMb7FuQeAnuO73JItO//R+Mg51DV29OEZQb89mpBJ612VGy4r86XVitGy1TRggSKougzb9kbwVCxerHyLd/sj9pU9cUUFKvDU6lMqQr6h9YXGldQquwaQ1qgzu7y6EERUfcCg06BWeFVmoVTqyllrjgo5fZqJ/uquE9Yhe2HFgh1V+Z7JUEpIRqdOg9KPfvss7z11lu88847mM1FWRZDhw5l3bp1dd0cIUQVZeUXHRg1hiEHxbm12fcqO1TJ7Ub5/HNCvvsO3KUPSTAXy7pySVBKNDS5h33/Yzv6Zj4COOHLnsptPQyo5jDUSvSP4rQhS3ZrnG9Bxlbff1MI9Phb0YpHNla9PU1Y4AkBLRilBadahPmCUlpAXKvtE5jNox2cSqZUGTZ+4sva2/hpqTcXLyofVplC5xX0D334XmUKT9ezrHxf5kxCZDlBqYCsnOL1zkTd0YJOiqIEBYqqNnxPm32v4ppSXn+gqMqTvFRh+6E9tLcyQSmzv9C5DN8TotGo86DU9u3bGTFiRInl0dHRZGdn13VzRDWopaTOlrasPjW09jQlmblFs7k0huKsxWk7Y5bqZIWUofhQBpdbvn+igbH5h8eFJ0Kn1KLloS3Ij0kBSg5DPVW0vldoifUtyDvib1s8nHk7dPAFyfTsKQEEnxCwOd2oqqoPk4oN953ks7u8/uXBmVJQlJVjb4QnE4oL3MbXyvY+MEujjKGjtmJBltpIBLI2wuF7ieUEpUxGg56NI0P46o/2fbKaDUEZ7VUavufyZxlVYvieW599r4oNrQJtZr/KDd/zBaXUGmRKyXGEEHWrzoNSycnJ7Ny5s8TypUuX0qlTp7pujqii3/ecYOKnG9hyOKfEsj8byExsK3cf54HPNrD9aF59N6XJWbbzGPPWHNSvN4Yd6eK0mlLmWtx7MhfLupJMKdGgeFxQeNJ3OSIB2gzUhzdsDzuD137dBVRj6EU1aQetNnNs8A0RSb7/Ua19/+3ZddKexuJYQKbUpoM5PPS/jRw44csEaOEfvpdb6OKheRs5eNI39CYwm0c/IG2EJxMCfbH2IJPn/UF2gZMv1xVdrpHA75ozv9RVAjOlzs39ij7L7oaCEzV62sY4fK+8TCko+s5JsfP6o2VDFp/QpdLft1+fKxrybSr/84aAmlK1WKuzOK1eVWVn38vKd3Iw4xj2amTs/XfJbh77enNQDVUhxKlV50Gp22+/nYkTJ7Jq1SoUReHw4cPMnTuXyZMnc9ddd9V1c0QVvZ2+C5vDzVvpu0ss+++SPfXYsiJr950k3+5m6xE5y17b/jgY/J42xuF7Lv/OWG0GpYpPDS41pUSDYjvmK+BsNENIDJgs0PNysIQz52RvfbVqzb5XDdoQEpu5RfANWhH20Bjffy2QJgDIswcfXOUUuooCBQF1fnIKipZHBUxGoc2Wmmt3neqmnlKr9hwnu8DJriwbP/xxhOwCJz9tyajZgwYW2s8+UOoqWvaZ1VvI4ILfSPAe800WUANVylypZ0XftfIzZ7TtoWRK1R8tG1ILQmkqFZjOz4IdP/kuh0RBiw4VPp82ucupLXTu+++pTO1CSzg2hxuPx8PaXUeq9Dxer8rve06QkWPnSI694jsIIWpFnc8J/Oijj+L1ejn33HMpKChgxIgRWK1WJk+ezH333VfXzRHVVFDKGTCVhpHqqu042RyyQ1TbtB3ngR1jWb3nRKM4u1uclsVU6ULnlVD8zLFkSokGxZbl+x+eANpBw8DbYOBtZM5Zra9WmzNSlkc7MLKrZt9Bj92fZRvhD0qFxPj+F2bXSXsai/KG3bWJDSt1eeBQK+13KrA2VWPj9ng5YfNlRQXWLKpU8ePyaH0EfMNJXYVgDgWvB1DAYNCDLBdG7aaDy4ICRbNaVpNe9N/tG3bZUCcPsbs8elA0PtJS7rqSKVX/tKBT8UwpvdB5eUHQ3Wm+/3Gd4bL/gLHiQ8WiTKlTGJTSMqUqMazOawxBBRSgwFa1URMnC5x6kX75DgtRd+o8KKUoCo899hhTpkxh586d5Ofnk5KSQkRERF03RdSyShX9PMVUVdV3uKXIZu3TglBx+kxPjS/44vJqw/dqb+cpodhsRG6P2qAPMEQzo9eTSih3tdrsE+UJmgEqPLEoKBWe6PuvZUpJTakgZRUoNxoUkkoZUmU0KHoBdCj6nWrMQakTNifaMWmtnniyZQZfP7kPdv/mK3oe2gJan0GPnRsIN91Dh9zVKIHr1YA2I6Kq+jJsi2e2NBTadybcaiKsglkHJVOq/jk9/kwpc3BQqlKFzrWgVLcLKxWQAvQgzqkMSmnDyysTfy5we3EoIYSodpwFVduOBNbuk++wEHWnzofv3XLLLeTl5WGxWEhJSeHMM88kIiICm83GLbfcUtfNEVVQ/IyBqqpByyo1PfIplu9w62PAJVOq9mlBKG1ISGMYclCc8xQUOo8v5YBQq10lRL3L92eBRCSWu9qprAcSSDswcnq80H6wb6E5DFr28V3WM6Vk+F6gsg4k4yKspRapj4uwBs2GpWdK5TfeoFRmQEAtp7CGdaQC5WcFXz+wCv5a6LtceBJ2/oKl4Aj9CxaTnLupaL0aZ0oVfW4NOfNY+85UVE8KAjKl5MRgvbHrmVKlD9/zelXcpWV052dBxmbf5Y4jK/18WqZiWXUJtx7fyq/7f9Wvbzm2hUX7FunFxI/ZjzFnyxze3fQuP+39qdTH0H7LPJXYtypwuDlp8m3vTJmbK/06IDhoL99hIepOnUcR3n//fWbMmEFkZGTQ8sLCQj744APee++9um6SqKRjxXZkcwpdZBcU1aaocfp8LQiaMls2JrVOC0JFhfiCUo1xanFtR6zMmca0egXaAbrRiHrJJdhPnCDMaAxYR/u+K6XuqLs83lodIihEtQXOvFeOamVKldY/KqAP33N5fMMI+1wLBrOv1hX4MlNACp0X4yij6G5Zs6EVX94Uhu8FBtQyc4suV6rOTHnyj/r+x3aEE3tg+/wSQVGvF/oUrMJkdUN4K9+Qv7wj4LKDuYw6SxX0D0VRMBsNuDxe30mfiic6qxfadyY+ouKglHaCskBODNabsgudBwdBS+wHaVlSyT2LhlNXgte//28oJSh1OP8wD6U9hMPjIDEskWhrNJPTJ+PwOHD1s9Nv1FnMWPETO3fsw+u/f8fojnRp0SXocaoyfM/m9PBnSF9auvYTl7EcuL3SryXoOEK+w0LUmToLSuXm5qKqviEteXl5hIQUbXk9Hg/z588nMbH8HWZRv4rvyGblOcguLApKNYQgUPAZDtmY1DbtTG5UqO+nw+M/21ZXU8nXBmd5NaW2fgvLZoIpFMa+DIndwWiEvn1xZ2b6Lm/+Apa/Aar/IMgSTuTYl0s8lNSVEg2GVsQ5PL7c1ao1+17x/lEJJWaA8s8EqAuJ9v13O4pq+zRzbo9XHyJTnFbAvKLlWlAqt9CF3eXRh1E2JoHb+GO1Ncxm+Ruw6zff5dMvg2WvQZ4/SGUJB/+08l5VJcZzHINige4XwpavfUNMT+71bStKU4n+EWL2B6UacOax9r6XFQANFGaVTKn65tALnQfv55iMBowGBY9XxeH2El7849yT7vvf6ewqPV9ZmVJe1cs/V/8Th8f3/bn/1/uDbn9p/b8A8LSz0KVFZ5xeJwfzDrLp2KYSQami4XuVCEo53GwNPYNz8r4lIW+rrz6hNiy8ApIpJUT9qLMjyZiYGGJjY1EUha5du9KiRQv9Lz4+nltuuYV77rmnrpojqiin0MX7K4JrJ/y0NYPFfxWlvDeE4XJBY8GrWaAwu8DJ938cZsHmIzIdLHDS5uS7jYdZsPkouf4gpJYpBb4Dy5M2J79uy2gU75c2rM5c2gH43iW+wrbOfDj4e8nbVRX++F9RQArAaUPZt6zEqjIDn6iOzFw732w4xM9bM0ofXlFVHjcc2ei7HNup3FXrKrisHSiVmWlpDgWjP2uqiRc7P5JTSPpfWXqmQVnKG9pVVu264svDLCbC/PV+5q09yG/bMvXhM/XlUHYhi//K0ttxKLuQr9cfIm176W0LPGAM3N7/lZFPesDjVJrTBlu/8V1WDNBuMLTuX3R7ci9IuRgoOhg2GPAdtCf28K1T2raiCrQTJIu2ZtT751Hc/uMFLNmRVTTzXiWCUnqmVBM8Mbj3mI1lO4/VdzMqpA/fKyXwbClvxscc/8yTLfsCsOeYjRW7jpf5PFuOb+GnvT/pmYrFf4q+2fkNG7M2lrhfhCWC5PBk/XqUOYppg6cxqt0o3+Me21LiPloWVkW/leALSp00JXLU3BrV62Xzsu8rvI/mWC0cR4iGZfvRPNbuO6FfXrP3RD23SJSmzjKlfvvtN1RV5ZxzzuGLL74gNjZWv81isdC+fXtatWpVV80RVbRg85ESP87r9gWnthc43fVe3Ll4plR12jN/01F++VObXlrhgp7J5a7f1H33x2HStwfX2wi3moLOtr32yw4OnCjgULadG89qX08trQSvF6fL9z02l3YAHjgtuHbZ64W//sJ4/Dh4s3xn0M2hcPVc+GsB/P4fOLkXs7FfUHaU1JQS1fG/NQdYvz8bgOgwMwM7xJZ/h7Jow5kOrQVHnm9IXHLvcu9SreF7gf0jPr5o2Gs5tAydMoPYiuJrb36GbwhfVMuqt6uRePwrX70TgwLDu5Q9XEYLSmm/u4E6J4SXdpdSl7eMDmFXZj5p23y/bwmRVnq2jq5W22vDE1/7Xr/JoDDktHg+XLGPHRl5/raG0i05uNRD4DY+cKKN7AInHyzfS4jJwKBOcZVvwL7l4HH6JgG49hMwmqFTqq+mFECLjnDWnTDgFryvXwCAJ6qdb5hfx5Gwf6VvyNMZ40t//Er0j8gQM8fznSzdcYzhXRI4LbHhTPzz1HfBwYGq1JRqCNnzte2Z77cCEBtuoUfLqHpuTdnKGr4HEGo2Uuj0lB40dBb4/lt9/e7ZgNdbvC8ezj/M5DTfMLyu5uuAPkEzuLq8Lt7f8j4Ad/a5kw+3fojNZeOm02/iuh7XYVJM5DlyYMdOCrILSAxL5vT40wFfDarijP59+cqUCtFe29aQ/iS7DpG5cSGZZ15BYlTF42NlxEXT8+KCbQA8fWmofnnGuPBK/Z6JulNnQamRI30F8/bs2UPbtm0x1FFBVVE7Tth8GTJWs4GpY3qwcvdx/aDbZFBYuOUoqgqFLk+FM7OcSoFnOLz+gElVhyicLCgqnnokp7DW2tZYadNvB7KYDFhMBgqdHhxuDwdO+HZklu041nCDUpu/hOWvc3G+ytGIuzAZS2ln4LTgNv/ZULcb5ZNPCLXZ4OJ2vmXtBkN4HCR0810/sYenLzmdNftOMn/TEQqdHlyNsN6WqH8nA+r0Hc6u5u/Pug9gzXtgiYDotr5lHUeUOCAunollqs52ObB/9O8Ppop//y0VZUqBb6hFfkazKXa+55it3KCUfpBpNjLl/G5sPZJLt+RIth/N1e/35N9OL3V5oOsHtWPFruNsOpTD0Rw7h7ML6zUopdmRmc+Q0+I5GbC9Kb7tUVW1wiLtOzLzqxaU0obtdRvjC0gBdBgGS17yZc228G8nQluQr4RjIQ9nuxHB6x3fBdkHIKZtycevRP+4flA7nvvhTyB4/6MhqlxQyvcaG0L2fG0K/L3cd7ygQQelyhq+BxAbYeGEzcnxfCed/T8RL61+iS3HNjPTYycaA1jCgu5z4ERBiaDU6+tf14flbbR9hpFfeX6Dh/8kvU5iWCIbMjeQ68wlJiSGy7tcTtcWXTmQd4CxncZiUHztijKEoX7+HQabDQaeSffY7igoZBRkcDj/MK0iipIVtOT2Sg3f8wdEj8QNgrxv6eDYTs7JYyRGtSn3fnaXhzx7UTC1KQZWm5vA7NPNh4pmYsy1uyQo1cDUeWSoffv2GAwGCgoK2LZtG3/88UfQn2iYtB/mGwa1p21sGFcOaMt1g9px3aB2XDWwrZ51Ut87IYGFT6F66eOBMwo25oKwtaW099BqMhTVhXEFZgc10EBMwLA7k8fOAFt6yUwpp02vHQKUnCIcUDJ9Z1ho558xrEUH3//cwySGGbiwV0si/UMbG+x7IRq0wJ3gav3+eNz+77rqy5DK9J9x7pRaYtXiZ5xN1cmUqgZrZaYlD/cfLeUdqYMW1b9SMzcDaFllVpOBdnFhXNAzmY7x4VzQs6U+DXtZywO1jwvnmjPb0a+dr5j8sfyGEQTRvouBNVyKHxDanB7sFWzTq5Sf6rTBwdW+y4H9IyQKevzNl63XeoC+eFPoQPINkb4AlrZeki+zg8w/q/LMQTolRNCnbQxQcpbj+lR8KKHBoNAizFLh/fSaUg3otdSGEwEBw4Zc/wuKfluLz74HkBARPOHBscJjzN8zn325e1lo9L9Gc3CWZfFyBG6vm7UZawEIMYXg9jooYD/H7Rm8tOYlVFUl/YCvPtXw1sMxGUz0TezL3zr/TQ9IlSbcHE6fRN8srK+uezXoO2jUh+9V/Pq1AuWndelOfkR7DKgY9i+t8H7Ft7n1fUwjai5wP2NnZn7Rcpfsozc0dR6UysrK4qKLLiIyMpLTTz+dfv36Bf2JhkkLTGj1KIrTdkLq86yC2+PVzzJqG6/q7BQFBmEkKFXyPTQYFEwGBau5EgeW9SVwZ9rr9R0w+A9uVVS62zdgVosdjOVnln9dVSF7r+9ybEff/7A4X5q76oXs/QBY/Af2UlNKVEfgTnC1fn8Or/MFowKFxug1QgIV/46WVUi7tmkHSuXWoNMCvif2nPoG1ZPAA66KglLa72xtzegZH+ELLjSUbZzH60VV1aDvRPGhM1pbSwu2abJLyewtkzZ0L6ZdyXprwx6E8V/rM5C5PV7mR1zBv5JfICS2ddF6LfzbgpN7K/+8pSga8tZwDoKL/z7ER1jKfe81TbWmVHCR/YYRzC2LHpQyl/y9KJqF0w7Ar/t/9d+issLg8pUnKJY1W/wk25H8I7i9bqxGK2+OehODUhT8WnN0De9seodf9v8CwMg2I6vU9olnTMRsMLP66Gq2HC8aPqp99yo3+55vvzXMYuJQ7FkAhO5fUuH9Mov9xkimVONXVlBKPtuGp86DUg888ADZ2dmsWrWK0NBQFixYwPvvv0+XLl349ttv67o5opK0zhtuKX0oXHgDSNc+bnOiqr6d9nj/RremmVInC5y1U2y4ESv+HlpNBhRFCch2CL69MkUoT6k/v4MPLvYForZ+C++Ogq/v8t3WKRWbqcX/s3fe4XFUVxv/zcz2Ve9yk9y7scHGmGabXoMpIfQSEkJPCAl8CSGkEAiEEEhoodfQcQDTTLONjY1xx72oWJLV62r77sz3x92ZLVpVN0H0Po8ebZmduVPuveee8573YNaCTPzo/Pjotp66l5Iv/vtdotQ3QMMO7FveEJ9JsljEgNC+yYikd7x1FdRtNRaXHTSlNr8DL8yD+m2iXS+e871ecA+g99A0LZ4p1U2qUlLoJb3HnR79LGdsUi2bxBTTLtPp9iH0hVKXjtt9tNjvz4g9/+6cTfq9sSVhPvQFealCW6W+3bdP9re3CKkankA4Lp6QqGOpOwUGZXRejbGhN31G7ysj5nRUaE6AJ8ZZFidRoDtP9/I5dVr7nyPHk2DP5aT0LNVFD1L6guED5ug+EIgT2e8nztxE3PfNfVzywSU0+URQLVn6nuGUavfz15V/5fH1j4svNI0Ncogmk3BYh7rQyCxtE7ZLUVoRRWlFHOa4niGcyzkjrgDg1a2v4g/7OST3EKbmTe3VORSlFTFn6BwAvqj4wvg8Vui8u4IAej9yWhUa8gSz3dmwHnxtXf5Ov6+DM8UYM6Ap9d1H7BqlLaZi/MC97X844E6pzz//nAceeIDp06cjyzJFRUVccskl3Hfffdxzzz0HujkD6CF0Z1N/ZkrFVofRnWfte8mU0jTh7PpfhaZpHZhSOsshtqx7rD3fEjPoHxQsuV8YHp/fBTs/FbogALIJJs5jY6ao7iJJQFkMnVt3SmUWg9kR/1n5MozEkLRBYIoxzkfERAHLl2I26U6pmAW3psGXDwh9nCX3w5d/B08jrHt5n5zyAL4f8AbjF+WtnmDv00T0dL3io4X4ssUJM3+WdNPEhUZ37L6q9ioWlCwgqO5dH9cXSj1iSjWXxTMfv0eIXfR3R0Dx6RoxSZgPfUGULeE/aBXfYhe94bDWofx6Z0ypIZn2Thk79e29OJ/GXeL/kOldb0f0XtnMSvyxjed07wIMUadU/4neJ96PnuqvOGJ0PPvT+ewt+rtTqsHbwMelH7OnfQ8rWp9HQ0uavufWdtPEaipaa1hYthAQaXPpJgcasM3UMbCWyJQqbxPVuIvSRFAuQx5LLkdz8rB5TMsTWS/p1nR+NeNXXabrdYbZQ4VdtaRyCWqk2rEcY2jG+jq3NG7hs92fxfV7TwxTSksbgktJR1XVbtPB9UBQcbZIX/QFwgc/0DqAvUJnaXoDlRX7Hw64IrXb7SYvLw+AzMxM6uvrGTNmDJMnT2bNmjUHujkD6AFio/fdMaXa/dEKfAe6El9tm4j45qZYo/oU/t5VBAyr0fSBdLuZVm+Qepef/B5U7Ojv6Mv9CITVDpFOfVGkLyxdvmDcmrHe5SfL2b3uxH5He100jenMByFvApisrMk00+TycAEL46PburGSkidSNprLxT7sefH7TRsc/37K+RDywTdPR6rwCRHcYEiNih/Ub41u37A9+lo27/VpDuD7A90hblZkTIqENxCmsT3QJTMkDuGQEFwGwTQqOhJmXNXp5okLje40Fu75+h42N25mV8subpx2Y58WGxB1aHfJzMoYJliJfpdw5jr6WIWwHyN20d+dBp1+rSzdpPn1FFlOC5IkEQprtHiCZB6EMTvWCRpStQ7MHI8/RFjVkCWQJMlIN8pNteK0muKi3jr8QRWXP0SarZuxVVVj2LHdV9iNpgMl2EC6U8pVLZi15r7ZCrojpz9p2CSytlJtPVsymBQZq1nGH1TxBMKGzuJ3FbrtFMtcbfEECITUfZZOu7cIqSEWVSxCiwTP6gJbMLECq2ls3DYaGo9svIvd1FHjzcVmhxHpw3n8xMe559Ofs6h9D+WKxiwgGCPeFAipcTZkSWsJAMXpxUCUIW9RTNw/+35cQRd2kx1zH22cGfkzcJqdNHob2dG8g5EZI4mVPAyrGoosEVSD/ObL39AWaCMYDnLKcFEhUxcrd1pMOK0KfsmGqrnRgh6SWcG6nas7G4uyo0LvnmCYlE4C8gPo/+hMYqSvFdoHsP9wwEfTsWPHsm3bNgAOOeQQ/v3vf1NVVcXjjz9OYeH3t+zzdxmx0fvOKuvphtqLy8u5/j9reGF5GT9/dR1bqrumyu4rrChp5D9fC00fYbCK9jz/VRnX/2cNW2t61o7YqN6wyKTUHyNivcWynQ384rV17Kxzdb9xDBIXCRBdFOnOKb0yo446V/9IByEcAF+roETljjfYTUFVo8oyXExEZUtFSt0X98CaF8XvnLlRkeVk1b+SLcTzJoj/zWWYI1H0jJJ34anj4bnTYcUjydvoa03++QD+J+ExGKmKkSpT15vxp60K1JDQBNHTULtAIjMq2IWCbI27xijT/c7Odzhj/hlsaeybuHOs0HmnrBaTRbAS4Xub5hq76A+Guo7G68GS3laT7QyKLEV1pfqSJroP4Itxgm6sauXPC+LLwK+raOHqF1ZxyxvrafEEjHbmplo7Oodi0KM529ci+ookCW3AbqD3TWfi4tSeKQTPNQ1ayqOfr3gcXr0YPE0AmOs2IL15BbTXkwz9gW2eiESWdG+qc0Yr8PWf8+kLXlxRzm1vbaDdH+rwXF338up+cX5/++ZvHP2f4/nriofQgJEZI9HQqOId2kMNaJrGnV/dyUlvnsTJb55MW6AFJAm/Vo+maZw2/DTMspliiyh+UI44p9igwZLt9fx2/re4/UHuWHaHIWKuM6X0QLAiS0iSRJolrc8OKQCzYmZSziQArv30Wk568yQu+/gitvEPNvMXbn5rCb5gmDW1a2gLCPv+kXWP0OBt4OmlpVQ1i8q1DquCw2IiIFlx+UI88dmmDgzdp5eWcvULq7j6hVVsilRnK0i3GTbuAKPmu43O2OYfflvNH97dNFCUqB/hgDulfv7zn1NdLRgJd955Jx9++CHDhg3jn//8J3ffffeBbs4AegDdcDYpUqdRoQmD0owULn9QZfG2etz+EI8t2nVA2ri6POo4mDQ4nQmF6XHt2VDRs8W/fq42s0JBhB31fXBKra9sod0XYn0Pr4OOZOmP+kStRz+rE8rWH1QjLeDp+FlqYVz0OhRWqTPFOMC9zbD9o+j7wYdFRW/3rIW23TApC21iBlhscNgVHY+hR8tbq3AoKmgaOSXvCAH0oAdqNorvdeeVjiQV/gbwv4tYNkaGQ/Qvl68XqXI68y+jKKmGVCJijTGbRWHe1MGdbqsvQnT4Qj7+uvKv+AmhnXoq/uOPB6VnDhN9DFFVrUMFwDjo/UovMPA9Q+xY2V3q5L4WOgfBBoZePmP7ED3VMGv1BNlV305rhBmV6bAwaXA6AHaLwqFFmdgtUUduj+ZsnSXlyAalexaEpzOmlB70AKhYKf7722Hjm9BaCdVr0U49FSW/Glx7YNXTSfffH3Q5ExHrNHVaTRw7OrfHv3X2Q+H2vmDR1joa2wOs2NVoPH86c1XTYFd9e1c/3+/wh/0sLFtIICTSzKxSCvcccw+p0nBU/Dyx+T7u/eZevqyMF/nWWUcOUzpzh80FoNicCkCpJgKLWxu30sxa4zd1bX4eXfUay6qWAZBly2JSziQ0TaPd13U2RadQlE7nj/FZ4+PeN3gb8LAbPw2s8t7Hs+vms6hikfG9O+jm76v+zopdDWLXssSgdDtOi4mAJGxAd7uLDZXxdvCa8vjAY4bDQlGW0xgfmz0HWZJiAHuFrooxVTZ7Kal3d/r9AA4sDjgf8ZJLLjFeH3bYYZSXl7N161aGDRtGTk7OgW7OAHoAI0LYCUsK4MiRORw6LJPF2+t5/ZsK4/MD5aDQjdBr5ow0jNXpxZl8sbWON1dX9pi9o7fXEWvgHqQo8r6Efg97ey66QZnhsNASqWwoRcjPelnhssZ4R1AgUeD7QCKZk0cXTI4gpGq45bTkuraXvyei3gAbXhdaUlkjYHga/typ2Of9AynZYt+RDZYUCLSTq9YyOFiD2VsPjphIoWwSaYRqSDgP/ntddGE0gAEQW1DCFNVs603ZYt0ppTtzuoHOzhma5eCOMyZ0qtPjDrp5e+fbgKiMdHjB4Vz32XVUuCr4tPILTj38VIJ1dT13SsXonPhDaueV5zKLBZvxf4Ep1cP0Pds+0pQCsJr78IztQ3QWwY6db3R4AuE4W+TCw4dx1tRBWBQZkyITVjWe/6qMhp3+njml9Oqqzp45WqLCyUnsoBFzoOJr2PUZTLskUtUvspBtq4DJM9FWpwrhsJpvo2ndkmQIrDv7MVPq8OFZ/OSYET2qvKdDv079gUnUVyQ6jfXn76bjR/PcV6VsrXYd9KDl9qbtBNUQJlIZz/9x4+ETybZlM0S9gDb+RknbdspcOwA4sehEPin/BIATcn7FnroMLp0wmiybSI0uVlIA2B32UNVexZ9W/h8NuDCTRgoj8dPIBxUvIslw5aQruWDcBZhlMy2eAMGw0BbttXSDosDhhyedPybmTDRem2VzJDVRjAtB2nhl58OYInPHzw/9OY+se4Tle1YwSDsCO4N4+KJDsZhkHFaFBlnYqxbVjzeGKRUr2XH3OZNxWk3YTGJMyUmxUtfmp6Hdz1hSe3deA+g30Oe3CYPS+NnskayvaOGZpVGbou0gBWUG0BEHPRna4XBw6KGHkpKSwv3333+wmzOAJDCi99auFxw2s8Lgnmqf7ENomhatmBFzfJtZMSpo9NRwiDU8Y4Vgv+vQ72Fvz0U3kDNjnCvhiEGdmyqMj8TFQ2JFrwMKd0PHzzKL4t6GwhpIUkddgcziqEMqb4JYrATc8LWoTBNOG9b5cSXJcATkBKsZ71uLqmkw8rjoNhnDRAqhxQnpQ8Vn3hYI/e8K6Q8gHkZBCYspLsWtx+ilUyoQjohnm+QuF5zPbXqOek89hc5CTio+icKUQs4bcx5AXKS6p1BkyThel2yZ73kFvthFb3dOKX3hlEy4uK/o0zO2D+HrxBmWTFDb7Q93sEUcFpOxKFVkqXdzth4Q6KFTqlNNKRBFBWRFOE+fPRU2vBb9rrksPq2vtRKenCv+Xv6hkd5npLv1I2aRbg85rKZeOaSgf1YT7C1in6OGdr/RR51WhaIsZ4dtDjT+ueaf/PyLn6Nq4KQYEw4kFPwhFYuWywiu4qyR85g3ah7XHHINtx1+Gw/MeYCbD7uZydlTMeGgyR29P4UomJDwaSo///zn+MIimNvMOjRUdvMqvrCPKblTuHj8xUZ6nl7xMstpMfrjvsC4rHHG68smXsbdR9/NEM5lJFdjZ5BeeoapeVP5wcgfMD5rPKoGXqrJS7MarFJnJH0PwKL5aIwJzsY6gbOdFlKs0THl+7QG+F+GHvywKDIpVlMHfbCB+9t/cECdUvX19SxYsICFCxcSjhjDwWCQhx56iOLiYv7617/2an/33HMPM2bMIDU1lby8PObNm2foVemYM2cOkiTF/V1zzTVx2+zevZvTTz8dh8NBXl4ev/71rwmFvrvRnX2N2Oh9d8hLYkzu78o+7f6QYbAnliyOlr3uWUWeWKZUf6hOtK9gMKV67ZTqWHVRr8iSm5Jc0PWg5me3JzClFAsMOyLuo1DEqeY9/AZRZW/EbOEsOvZX0Y1kGSadI16rGjSHCIUHRSPcyZA+BIC0YD35wUrhlBoyA464Tuz/mFui21pToxX8BthSA4jAGGutiqEd1Kvqe/rzr2sxdQO9L3fKVIpAT9e4duq12E3C0a+X7F5Xs4bXPr6XL1e+SKgHDtbdbbt5d9e7WEzi2P/LFfjimVJdn5+e3rcv0/cOtlOqM4dkMqdUqzcgAgp0bovElrrvFobIeV7X20XQJWPclgajTxavg15o3Bn9rrEUNn4Njb74kmF6G6pWx+3XGwj1G3vDCNL1NiWLqPMusYLfdwmxz1F5hBEuSWA3K/3CYfHfnf8FQNU0nBQDYr7Q71umPI5fHHYTNx16E+ePPR9ZkpmaN5UzR54ZtY1j2m8O+ThENYEk0eRrQq843MoGGlhGOzuRMfPrGb+OK3JRF1P5utdQVSgrQ6mo6GBfOc1O5g6dS4GzgDNGnMH0gunkcjRpjGcsv2RU2mSybFn8evqvkSSJ4vRiVFXDRw2ytdpIWaz0bGO9pRUNDbMWiDvn9XWbaGYtFpPUwaGWa+g69hOd1AH0CX6DZSzGJGcCwaLhe5AN833BAUvfW7p0KWeccQZtbW1IksT06dN59tlnmTdvHiaTiT/84Q9cfvnlvdrn4sWLuf7665kxYwahUIjf/va3nHTSSWzevBmn02ls99Of/pQ//elPxnuHI1pVIRwOc/rpp1NQUMBXX31FdXU1l112GWazeUDjKoLY6H13SEbdbfUGyXDsv8o++gST7jB3MNhFhaGeV+SJZUrpDi5fMEy7P/SdriCjG4ZufwhPINSje6lvD/FGqV6lJCc1+T09qE4pPX1v3Bkw63oRvTbFG0r64k8dfzZM/1Hn+5p6EUw4C3xe+Ns/sHyyGmafDaZOrl2KiLinhFrwhZsJS0BqPow7DQ5JOI4kiQh9a6Voc3rnWj4D+N9B7Fhr6YvDwNci/tsze7S53le7cko1ehupcdcgIRmlvgEGpwxmdOZoSuu3EXjmCXyayqejR3Py2DORJTlpRZv2QDu/WvwrGrwNpDObTE7t+vy+5xX4Yp1S3ekr6SkIttg5TlXjUsB6C2tfHJ/7EL5OjqsLsMdCn+clSeo0hbHHjgJVFUUsoPdMqc4Y43Nug6zhsPyR6H7d9dBahbTwTeT6erT/uxJp5hXCwbriMdj2gcEC1PeraaK4TE/n6P2JqI5W79uiO9mSFUv5riD2OapoEk4ph8WEJEm9c4DuBwTD0ZQjVdVwIlil/pAaF1ztrLJY0r4S8HBTyM5P7SJJ7uziK/nP1pcI0kYlIn17tPUsBqfE2yv6PnJT+uCUCoWQnn8eu9sNkyd3sK/umHVH0p9JKFwx+g6OHp1jOMiK04pRNQ0v1XzWfDfLv1K4ZfotPLTmX7gcDQwNqJg1L3si9yyoBrn7m99TQxN2JYymHRZ3vfqD43EAew/dxtC1LBPHs4H7239wwJhSv/vd7zjttNPYsGEDv/zlL/nmm284++yzufvuu9m8eTPXXHMNdnvvUr8++ugjrrjiCiZOnMghhxzCc889x+7du1m9enXcdg6Hg4KCAuMvLS3N+G7hwoVs3ryZl156ialTp3Lqqafy5z//mUceeYRAYCCtBuKj990hGXV3f3uh9QFFj/zEwmKSDYdYTwaeWIp+b3/bX6FpWhwbocHV8+c6GVNKFyZ2WExJ9TUOqqaUXtnImQMWRweHlKZpRuliRenBQs7iFFFwuQdGuVNE3B3BRtLCzYIp5ewiCq9H6DupxjSA/z24Y8Zag8XSCZPo5S0v88P3fsivF/+ac949h7LWMpEOCmDP6NHxDKeUqfO+sKVJVNgrTi/GaXbGfXfrjFs5e/TZFDgLAHhw7YOc+OaJ/OC/P2Br09YO+/r3hn/T4BUpthWhT/mW26loq+iwnYE+VOD79/p/c96751HhqjDe//C9H1LjrunR7w8k+pK+ZwRevn4CnjoOXjy7I0O0h7Aq+jPWv5hS1iRsMH0O7slCW9e4SYoVj4vUuZ2fife91ZTqykEz5pTo6+HHxFTlKxOfZRQJlqwtDXJGic8iz7VZkQ3ncLICIwcDbqPiYB+YUtbvAVMqxu7Tg3H6tTjYTHrBZBI4MuvyKFMqqCa12xIR61Qz2h9wM1RTuHvE+dw47UaOLjiddCYbvzGRgtN/RId9GU6pJDb4/kQgpMUxtorSilA1jTY2oS9F/r7q7wTVABoST6cHedG5hMo24ZBeXbsaV6Ry3/bgK1z8wcXG/AQkZZMN4LsHv5H6rjul4sezgfvbf3DAnFLffvstv/vd75g0aRJ/+tOfkCSJ++67j/POO2+fHaO1VVRUyMqKj6a+/PLL5OTkMGnSJH7zm9/g8USFmZcvX87kyZPJz4+Wzz755JNpa2tj06ZN+6xt32W094IplQwvLi/fr+KdsWWik0H//KUV5Xi70Ddo9QSZv6YKiBqe39VISYsnwOdba/EFBZU71maqb/fR4gmwYMMe5q+t5KONNdS0+vh8a23c//fW72FjpDxuPFMqauzHXnNbZJveMqVq3DU8v+l5Xtn6Cp5gkup5PYWmGakQRvW8BMSmyJh7Ud66R4g4mRztFVi0QMQp1cWCR3dYDVTgGwBQ1+Zj8TbhoOxOUyqoBnn626dp9DayunY1Lb4W3t72BgTaKZfCPFf2AW9tf4ug2rWAZyAidO5T63m/5P2k229qEPPghOwJHb4bmTGSaw+5liMK4hcq7qCbe76+h0A46gBfVbOK90veB2BI6hAkJMJ4+bp2GTWtPr7YVmcs/OKQUIFPT//T21rVXsVHpR9R3lbOH5f/kde2vUaTr4mH1jxkvG/0NvJl1Zcd930QUdPqY0VJo/E+2bi5p8XLO+uq+GJrncEqspoUCPpg41sRWk0zVG/oUxv0yPHBYkp1dtxkOkT6PN+VgyTVasJqltE0aGzvJPiy42NApEPWBy185R7U69T+TmFLg/FnCqfw5POjVfl0Vkvu2Oi2xnMd1ZvSHTn9hV3UacXBHsBgSn1PNKV06HZwdoSFHwipvLGqkmU7k+hZ7mOUNbj5KlJZrtEnxo50Sw7NtZONAjT+UFR7rau0SyMTIBCO6pgFRRWyQ7MncvboswmrEhkcYvwmnUn4gh3F6+v3Jn1vL5A4NxanF6ObeHKM49qimEnRRIaMS/axxf8K3kCIxRWLDV0qSRK26D9W/8MYD/RsAJcv1HWa+QAOKrbXupi/tpJVZU1JvzeYUqaoFmEsGtoDzF9byery5L8fwIHDAeMHNzc3G9X17HY7DoeDSZMm7bP9q6rKL37xC4466qi4/V500UUUFRUxaNAgNmzYwG233ca2bdt4+21BRa2pqYlzSAHG+5qa5JFVv9+P3x+drNra2ow2qF1pzvRjqKoaYZF0bH+7L4iGhs0s9ej8hmbZ2d0UdS5UNHv4fEstp00u3Kdt1lHX5kNDI8dpTtq+/FQr22raKG90s2hbLSdPLEi6n/e/3ROp7gGpNgVVVcl2mtmORr3L9526tw99toPyRje7Gz2cOqnAOC+A2lYfG6taWbw9ytB5fdXuLveXajORYjPh8gUZV5BqXIv8NCulDaIkcq7Twu6Ah0Aw3ONrFQgHuH3p7ZS2imhxeWs5t864tVfnaqB+G5KrGhQL2uDpSfWfAqGQcS1kKfnz3gGqCpoW7R+d/caejQRYvLWAhkdyoiqWzrd3iO219rqutaoG8D+B11ZVGM9mmk3BGwijIViOic/p2tq1HX7/1Z5l/BSN/zO7qd3+GiBhkS2cPuL0To8ZCIljLGt+gQUN29jYsJFfHfYrg4niDrr5fPfngCjPnbS/qCqpllQyzBloaEzLm8bOlp1UuCr4pOwTTh1+KgBPf/s0APNGzuOGaTdw5fy/8a3rPXa2bOXlFWVsqm4jzaowbVhC6mFGESpfojXsxONrNdL/attruWryVdy25Db2tO/p0Kw1tWvi3le0VfSrMfzlFWVx43Ig1NF+eGF5GdtrXXGfWU0SatkypFBU50TzNvVpDLEoEhoa3l6M2fsSHn8o7hroyE+1Gp9PHpzOt1WtxqLQbla6bGuWw8KeVi/1Li95iSnm/jakiLD4w4V3s6VFIbzWRU6+i1F5KV221RWxgxwWuetrdfQvxR/A8GORSpcDoFrTkNKHRu9TRrFwI7RWogU8YLLhMCu0EKDdF+wXz2p75P7YTN2ccxLYzTIaGm5/qF+cS1/Q2O7v8HzazeJayJJw7NS5fHy0qRqAQelWirKdyXa1T/CnBSJAkG4z0aQJp1Sb20pmTBt9wTAur3hWu+orJhnS7WZavAFqW704cpxIfmHLaWYHqCr+YJgURhu/SWcKWsQetpujMigNkeuU5TD1/l731L6KQIs71/hnK92cjqKlEKYtzil13ZTrqFi4nTGeV/hzNrRJm3l07ZN8UfkFmqYxiusYm5POivYHWb5nOQvLFnJi0YnYTDIOi4I7EKKuzUthurXT1PQBHBxomsa/PtthOGLvO3dKBxkZX1CMYyZZrHVNcvxzpGka763fg4TEvec6el9Bcj+jq/X5dwU9bfsBTVrfvHmz4ejRNI1t27bhdrvjtpkyZUqf9n399dezceNGli5dGvf51VdfbbyePHkyhYWFHH/88ezatYuRI0f26Vj33HMPf/zjHzt8Xl9fj8/33RTEU1WV1tZWNE1DTmCQ1DW14vcHCHnd1NV1z+q4YHIGqypkJuQ7eWBxBZoGO6saqMvfd1WDYlFe24zfH8AU8iZt38xCE59sFFHT7ZUNTMtNzpCpqhf7sZtlxqZr1NXVoQW8+P0BahqaqavbP+3fH9i+pxmAzzZVMTFbwu+PRo1Lqhto9YaMc/V2kboxId/BkAwbo1LDXD0jh/V72plVZDWu81GDLUhBR6SqhcKOmgAtrvYePSfv7n6Xl0tejvvsw9IPmZ42nUmZvXdYOza+jz0UxJ8/g/ZmF+DqsE27P2xci6aG+p4ZF4EATrcbn8+Hq64O2Zacoi4FJLJCQVRVCI82aGmk1tZ2egxr2EpKKEigvhxXD67XAL7fqKpvwe8PUJRpY5A1wLdNbvz+AE2trg796YNtHxBWw4xJG8OUrCn8t/y/NHgauNbsokaKBg/uX3U/T65/kqKUIna37+aOqXcwxDnE2E9jcws+v5dKZSM2s8wHJR/wednn3DH1DkaljeLJbU9S464hz5bHBOuE5P060j+mpE3hR8NmcdLwM3i/8n1eLX2Vj3Z+xGHOw6jz1rG5cTMyMifnnkxdXR150mg0YFfLZpRAM35/mK276xhsi2drvdywngWWFih9GcpeQbOmokkyL215iYmOiR3S/44rPI7Pqz833ufb8qn11bK9fnuPxqUDheqmNjFvyRIhVaOtXevQvtLaFvwJrJmcDU8Q3v1u3Geeugq8fTg3b7sLvz9Ac0vbQbk2Dc3RZ37KICcjsu2UNvoYnhLimpl5lDR6GZJhYVVJDOspZOqyrVrIj98foLqukVxTPNPF1LCF9FCQsD2HTU0KvpAKBCjbU0canbN0NU2jqrENf0hD87moq+sZc1pyjiMrFERWVfyWLNpi5w9NI1OyIgfb4ckTaD7tSYi0vbK2gRzTwbclW11u/P4Q7rYW6pTetcfXLsavhpaO41cyONY/g6V2Ha1z7kazdO0gPFBodrnx+8M4LTLugBhT1YDPOJ+zxqWyfo/Epho3TZ4Qm8tqsIdT91t7dNtlzc49kFpGWA0jBWz4Y6RGGppa0fzi2mtBX5fX3iGHqPUH2FFRi1NNIaO9CSUUpNXlJ1RXR31jC0G/yjjrdYwt9NJYN4ZGT4DqunpsoajcSmu7R6QNulqo03rJdu+hfaXjysNyeOGbGjxBlYbmVurqolqv/pBKeuBI6kwfgaZyQuHJDHMOY0bKDEaObmHwRjMn+jKZ72hn/q5XUWQotIzB5BpKDumcM+wcXi19lYdWP8Qo8yicJidOJUyj38edy35LiWc9ebY8/jTtT2Rae6bbOID9C5cvRJMr+sxtLt3DmDxH3DZNLWKe83uia5PLpmXj8odJtSpsrfOwprIddyDMlrI9jM6N//3BRlfr8+8KXK6O67FkOKBOqeOPPz6OJn3GGWcAQrhS0zQkSTKq8vUGN9xwAwsWLGDJkiUMGTKky21nzpwJwM6dOxk5ciQFBQWsXLkybpvaWpFvXFCQnFHzm9/8hl/+8pfG+7a2NoYOHUpubm6cXtV3CaqqCvHG3NwOD71sacFqDTAoL5u8vOxu95UHjCkSOiA3mJw88WUJHszk5fWsyk1v4VFrsVotjB6aT16SaGcecP3xNp5aWoqvi3aYra1YrQEunVVM8RDB6ivICWOt9KBYHfut/fsDVmuU+WRPycBqjRomPixIZhNWa4hJg9PZEEnRS4aLjhodF/kbPzz++zxg/HAhermqvBnrtlbMVnu312pH8w7eKH8DRRaOvj/M+gOra1fzXsl7LG9ZznFjj+vpqRqQArVgMqOMORZHJ8c3uQNYrVWYZLkDQ7JTBAIQKZyQmZfXudGk5SLZUlCCPmQpgNuURXpWjlHxowN8o5C+NWNS27F/h56tAewnmOqwWjUuP2Y0g/NTqQ+1YLU2d+hPQTXI2pa1KLLCzw79GYfmHUrYHObd7W+yR9aQZIVbZ9zK31f/HYD2cDubWkWEfXHzYm4efrOxL9tuP6p1K7IsG30xSJDHdz7OzIKZfFH7BYqs8JsjfsOwvGHJ2x3pH3nkccWhVyDbbJyecjpvlL/BlrYt2NJtbGrehCIrTMubxughIvI+Omcin7cpeNR2dmkLGGQ9A79sNc61rLWMF7a8wBLXtzE63ioWNYzNmYUr4OKV3a8Y7QYYnTmaO465g7wNebxf+j73HH0PFtnCtZ9dS7W/mtzc3H4T5VbMtVitcMGMobz6TQWKxRJ3n/3BMEF2Y41JVzOpAQbXfo5siizERsyFki9INYdJ7cMYku9SsFpbMfVgzN4fsJb7sVrdTB2ex3mHCdtteuS7gnzxuqrZi9Vaj5dqWlhPgzmf7Jwfx933WGSlt1LtVnGkpne0Vxq/RjKZUXNGozWZ0C9t0m1j0OYLglKBTZEYWzSo22qVUeTBxLOQvngO8ieSlzh/jD0RaesCAHKaVpObeQR73CpWZyp5eT3TutqfkEx7sFplBuXnkpfRO83Xdqkdq7URTbF0/2z5WpHKRFplrq8Uhhzf1ybvU0imKqyEGVWQxtYakRGRl5VunE9eHswcD899VcbSnQ2ETPuvH4VVzbDrTDYnPksIWZYxSRlYrRZOnljAx5tqsNgdmO0WrFYX+TFtTYaifDd73I2i3U4Jyd8EJjNZxRPBkY2zXsVqbeOIETP5ydHDufPdTbSHvaSlZ5KXJ9Y6mqYhKRVYZY3BBXlk9raoUU/tqwjy8qA5bOW/66qw2OLt8spmD4NMxxOUy8hJaeP6GdeTahFOwgLvcKRSG6f6M/mEfJDKybJnclLOz1jRrpKfnc45h17F4vrF1HnqaFaaGZ43HEv6Kiq8r6G278ZqUmgMNPLi7hf585F/7jdzyf8y2urasVqjz1zY4uwwdpoia7u87Ezy8sTaLrZbHIvILvm2qpWQuePvDza6Wp9/V2Drpl/rOGBOqdLSnomU9gaapnHjjTcyf/58Fi1axPDhw7v9zbp16wAoLBSpZLNmzeIvf/mLiNxGntJPPvmEtLQ0JkzoqKEBYLVasVo75k7LsvydfWBAOAeTnYM3qCIhkWIz9/r88tPtSEg0tAf2y7UJhVWaPQEkJPLT7J0eIy9NtKO+i3YEwhoSEjazYmyTYjMhIeEJqt+pe6vrCwB4Q+L+KbJEWNVodAdQZAkJieKcFL6taut0P/npnV/TRFhNChIi6t/db17Y8gJhLczMwpncOetObCYbOY4c4ZSqXk5QC2JVeqlPECnxLaUWQifHVzVxbUyK1PP7KctoktRp/4hDSh60VAASbUom3qCKw9pJ1caUiFPM04D0HXq2BrB/4AmExThrtyDLMjazGHv8ofixZ0PdBlwBF+nWdKbmTUWWZX4y+ScsK/2IRn8bZ9kGc/rI03mv5D22N2+PO8aK6hUgYYjDhlTwUI4EzCiYwc2H3cy1n17LnvY9zN85H4B5o+ZxaMGhnTc8Sf8Ylj6MERkjKGkpYVn1MpZULQFg9tDZxrmk2+04GEZALaeexTgpotGdiSzLuAIu/m/p/wnRWVlhXtjKFSFh1NiGn86KkUfyh6/+wKbGeN3HE4pOQJZlrp16LVdPuRpFVvCFfEhIuAIu2oJtZNqiEW49GHYwoM83qTaLGDfDkXEzUlGvwR00xnFJEyyNQ7QtKGG/0C66+C1Rva3kCyRfa6djXlewWcSYHQgfnAhsUI3MuRZTp8dPsZmRkKjgdTyU09yi8PqOFC4ef7HYQNPiqg/azOKcgsnOKaLf5HIMQWqK/ibptjFojNyLTKcFq7mXZvOxt6B96QO3u+P8MfvXkDEUVjyGVLoYZ/7RSEh4+4m9EQgL28Hexf3pDCmR59oTDHf/27Ilxksp5OnTs7yvoWkawcj5D8l0sK1GRPqT2cF5aTZh57qD++2+uQPR8cAdCNNmakbTwEwaEhLZTqvRlz09tNmNdrcHkEuXiQ/zJyFFKgkHVWEvWU3CJrYYNh7GfoNh1bCr+vKc9Mq+ikDv44njVoM7iIyJOZm/4I4zJsaP7Rbh+HIQZDQ3c+XhBRwxvJCXllci0UCKzYzFZGF05mjqPHWUu8rJd+bzRdNDuPFiVRVOLj6Zz3Z/xorqFWxr2ZZUZ3EABxYN7kDceifZWlOfZ7p6PvPSbEhVbTTuxz68N+hN/+iP6Gm7D5hTqqioaJ/v8/rrr+c///kP77zzDqmpqUZqYHp6Ona7nV27dvGf//yH0047jezsbDZs2MDNN9/Msccea6QJnnTSSUyYMIFLL72U++67j5qaGn73u99x/fXXJ3U8/S/C0wPRxM6gCx+2eoIEQmq0ctA+QqM7ICZmRSbN3n2lEb0qT7JIpy6GF8tscRhind/dCjLtPtH2QRl2Kpo8NLQHjHtZlN05TdVmUXolbq9f066Ezj8q/YgH1zxoCCD/dMpPsZnEYnN81njyHHnUeepYWrWU44f1MlrqjgiNOnM63SQYEVI29WZgVxS0E07A39yMQ+mmDzjzkFoqUGThlPIEwnQaf9er73lbIBQQlcYG8D8JTdM6jLOdiVAvqlgEwLFDjsUUqQqZYknh3mE/YMWG5zk3cxoAtx5+K99Uf8Pk3Ml8U/MNL295mUZvI5saNjE5V1RUCoZU2tkJkhAyL3AWcO+x9/JJ+SeE1TDp1nR+NPZHXTe+k/4xd+hcSlpKeG3ba1S6KpEkiWMGH2N877CYGMp5bFfvB6CdEupdM3lp80s8s/EZQCx0LplwKRctexarbni2VjGzcCY2kw1fRFfpuGHHMS5rHPNGzYs2K8KksZlsFKYUsqd9D9uat3FEoRBlf2HTC7y7613+edw/GZQyqOtz3A/Q72uqTdzDYFgTFfXW/wesabTMuAeA2a4FHOP6QOjVmWRIt8HY08V4oVdZ9LV0PMA3T8GOT+GMf0Bacj1HXfg1mZj+gYBe9c/SBfPIYVXQUPEiipDIEjy/6XnmDJ3D4E3vw46FcPbjxrgfLRCQhHXfLIKjjeb4+93d+e+VkHN388fYU+Hrf0PjTnJzGwCpX4iDh1WNUEQ12toZ27cL6KLtvkCYsKqhyJ04f5c9BBvfjr7vYyXJfY1AWDUKxAzJjLLEUpII7eem7P+COJ5AmErepp1dNO4poE3aiAaYScVmVrBbon3Z0xNRfqLP88itj0Hoa/HhyLnG9yG9Omukfyaz8WL7Tlf9uFP0xr6KQH8eE/tttJ/aOwYbzMLOtGoiSGHCiVk2d6iqWZxWzLKqZTyy7hEe4RFUVBTsHJJyNrfOuJagGuTz3Z+zuGLxgFOqH6AhoaBFfZJq775gTJGQTnAg+vAAusd30+UWwWOPPUZraytz5syhsLDQ+HvttdcAsFgsfPrpp5x00kmMGzeOW265hXPPPZf33nvP2IeiKCxYsABFUZg1axaXXHIJl112GX/6058O1mn1O+hlgbsqL9sZnBbFqMrWkGSw2FvEGotdRbzTbN1X5dGN2FjHmT5RuftJNZyeItYArGgW+dZDMu0osoSqargijqohmZ07pUydGZGdwBIpK9+VU+rpjU8bDqlsezbD06LsRkmSOKVYlNR+fP3juAI9y0EGIOABf2T7lM7T8nQjy6T04twUBY46iuDhh4vXXWHYLABU2UyZdWzX5bCtqWCKLHLc9Z1vN4DvPbzBaIVM3RGsL64DMYZ3UA2ytEroJs4eMjtuHyMwc1HYhtUh3KAj0kfwo3E/YkL2BC6feDlzh4rFxqLKRQCUt5XzSd2jtLABCQxnzZjMMVw/9XpuOvQmLp94ueE07hSd9A+9fZWuSgAOyT0kjqXktCrYGcQw7VIA3JTR5A6wsGyhsc1Dxz3ElZOuxHro5dHjNZVilS2cOeJMQDidLhl/CeeNOc9w0iXi0DzB9Hps3WM8s/EZ5u+Yz3ObnqPJ18RLW17q+vz2AzRNM+5rSmRe1UI+2PS2YP74WlF2fATAEeFVRhzYJEtgdghHBoAtQ/z3tsQfIOiDNS+CqxrWvthpO2wHufqevljQ25GI3W27WVT5KSGpCY0QMmaKUiYQUkN8Wv4pO9Y/z7O+3Tzz5R3M3zGfsBrudMFKwA01GwGoMscHSbs7f8POSOmbU6rL+cOWDvlicZvn2wX0jyBY7DWx9iGY6IhxZHV6PpoG2z+O/6yfzIWxz8/gGKdUskDdgajS7PaHqOdLvOyh0i8KXWgamEjDYVHi+rLhaOnGZs9LtSJpKkMbIlq8kgQjo9IJ+hhljthLlsj/QIyNp2+jyBKmPjqlemxfRWDrxPGsX/+8ZM5js7iHFs0f99vEqprF6cVxP0uxpDCWX5GlHYMkSca8tqhyUY+qdg5g/0K/5yNyBROurq1jH9T7clekiO9qpfXvGw6optS+RncDwtChQ1m8eHG3+ykqKuKDDz7YV836XiFZBL83kCSJ3BQrFU0e6lx+Bum6BLoSfx+piJqmoWlQ5xKR8qSTUJJ2VDZ7qXf5KUi3GfvRv9ejtnFMKb1Ecz8wEnuKQEiNK61e3iicUilWEzmpVmpbo4KlKV0YLb1NatGjaHqZ+WTwxVSMOn346R0ciReOv5DPKz6n0lXJo+se5bbDb+vZwXVD1uIES+eOtlDkupj3FwV2yg9h3Om8unAHlQ2Brp2ZkgTOXGitBHcdpA/eP20aQL+HvogwK7JhOOlRPV9MIYJ1deuM1L0puQlFQSJVxbBnJk1Lmz10Np+Uf8KSyiVcMfEKblvyf5S6BfvkiNxTGJs1ln2JIalDGJUxip0tOwGYM3RO3Pf64s5JMQA+9hDUPFS2iza9eNqLFDoGiXOZcRVMuwSeOUU4n73NXDv1Wi6dcClWxYpZ6SRFNoKrJl/F0j1LqXBV8NLmeCdUe6B9H5xt7xDLwkiJMKWGezaiyV5j3E2t+hKzbSY5WjNtwMN5f2DyyKFcfsy4KKvSYEol6ALu/ir6uno9qGFAEmNOXKn05A6cA5XWqC9uky0WNE3j+s+uxx10Y1EmQQis5DMz7zjerdjG/O1v8V+zm1ZJhca10LZNbCsfK84psYBH2TIIB9DSh1Cu5gGNxleJ2+rnr6oaYTVMbZuYt/ZbyfvM4VCzkUzfHmAUbn/4oKaWQtTZIMtSrwNUACZFxmqWhQB2IGwE+MQjGNmfuwEt4BbP/DG/hC8f6D9OqWD02cxPizrmncmYUjFM/P2REYCq0uRxxbwVtcM0TcNKFk6rKdqXg6rBcEvKlIqkByNJ5KRYyQzXQziIihnpxx8jmazGs6czy/XziTKl4qv9Qd/YdH2FJUnABrphNJoSnVLit/rc64hhSukYnTmaP858gNvf3kyDy4+macwomIHdZKfeU8/C8oWcXHzyvjuxAfQa+j2fOCidkno39e3+DmNnwMiC6d4pVevyGb8/2GPw/yK+006pAex/JIvg9xa5qcIp9a/PdnDrKeMY27YcFt8LsgIn3QVDD+/V/r4uaeTppaVxjpeeGIs5ulOq3Qeks3xXI88uK8WkSPz8+DH4QyoTvasofPcuOP1uyJ9oGFL9gU7fUyQ60MoaRIVLh9VEbkrUKSVJUpeDdFdU12ToLn2v1d+KOyjacuG4Czl/7Pkdj6lYuW3Gbdz0+U18XPYxJxWfxLS8acb3H5R8wDMbn+HuY+5mTOaY6A91Q9bZtUChbqz1iimlqlBVhdzQADk53TtSLQ6sNjsQ6N6ZmZInnFLt/cMQH8DBgcdgo0b7nJ6+FwyrqKqGLEtJU/cAWP+q0BcC1tbDi6+v59ZTxhnOd4AZ+TNwmp00ehs5+c0zxGJCg3xO5Ixhl/W98V30j9sOv42Pyj4i1ZzKqcNPjfuZPrZayMRMOkFaaeRrguEwGbZU1uyCd9atwmk1cftp48lLs0HaINFfmkrBkUVKD6t0pVvTufvou/m0/FM2NW5iW9M247u2QOeaevsLsU4gPTAw3rcWzQ7SxB/Ato+wtNUwSVuFWZFwyyk0m/LAmhaf5qszpfwuCIdAMcGqZ2H1c9FtWivhyQj7wZ4JZ/8bUgWb1EgRjXHKzF9byZc7Gvjd6RP2e2nsZCnzOkpbS435okEVzBAbBUzPO4IPqp6kzd8MkspgTWGss4jPA/U8s/EZrP5/c2OjDbf7r/D1h1CyCAomw/aPaPYE+ZwxvM+LVLKaGSk34GnPxB8zZ72xqoKvS5sYm5/CayWP0sTXmElnDDeTlzqi9ycZ6R/vrH6SJcoO/jr7PoamDY3fJkswhtN8glWYseEpNq7+lqKrniUt4+CI7urOcKtJ7vPCzGEx4Q8GeHppKbvqhPM3O8XC78+cSIrVxMJlK5jQ7CV/2GjMGRH2Wj9J39OZNFaTbDD+fYFwUjs4xWrCZlbwBcM0tMcEX/cFvvw7bH4Xq5KKZNLQdLe1dyRnjJzD9p2DcVgUoy9XNEUrkRltXfYQ7FknWOS7l4tx9JwnSLenUKiKwk4r27J4591tFGU7KW90c+eZE2OYUhGnVMQZFIwZv/Q+3Bc2HdB7+4rkARuIpm4lXQ9EgpUmLcjV9X+h3v8PIIYpFZl7h6ZG++bRg48mN8WBHNFj/fvC7TR5Apw/5gKe3/wsD699mMPyDyPH3rlkxAD2L3Sn1LjCVN5bL9KF3YFwXMC9J+l7OREWrC8Q5rfzv6UgzU6T28/vzpjQi8IWA9hbDFzpAXQJ3RljUqQ+R3+mDs0wXm+uboUNr4EagpA/Xkugh1hV3hznkFJkiUmD07v9XUbEwG71ipLja3aL/fiDKusrWvCHwpzT/AyKvxlWPgFEJypvIIyqfjeourEONN2WNCkSY/JT4iZrh0VBkiQuOaIIsyIzvTgr7v+VRxf36rjdOaXK2soAyHfk89MpP8VhTs5ompgzkZOKTwIwUpVARAXvX3U/Tb4mHl//uPF5g7eBd0s/xIdGjT2V5zc9zzMbn+H1ba/HMbNi29arSSYUQnrqKRwvvwyhnjHm7Oboc9MlnBFdKXf/MMQHcHCgp3nGRrZjjfxAWO0ydY+SRcbLV3en0+oN8taayrhNzIqZM0eKlLdgSEPSTIziekaYz2RsflbfG99F/xiZMZLrp17PZRMvwyzHs5liHXDpCFHaaj5A1aAorYhVZULIt90XYlN1xHGUO078r/i6180clzWOG6bdwHljzov7vLytvNf72lvoTiCzIhs6LPnBSjQ0KD4Whh1BWNM4tv19FFnCljcSm0Xh1EkJFYGtaRARrTfYUiVfRL8ffFj89t5mqIxWG47VX9JZwwvWV9PqCfLxppp9dLadQ3fa25IsFvQ0U4iO12lKIRMK8gU7QQ1j1yTuCDq43T7aYOJ5Q608lFFLTclfCK97CdqqYLtIhWz1BvlSmUyJ7xMCNLHSdxcNLMMXEzz4aGMNze4AH5Z8RhPiOQvSis+0hdH5qb0/yVAI7cknsLz0PPWuam5ZfAthNWFeyCwGwOmpwqZ6mNX+Kan+Wr788jk+KvvooKQJBXqQ8tId0u2iz+sOKRDyCbsj7O363dsIqRpN1sHRgJK7HvpBWlTU2SLspGlDM0i1mRia1dFukSSJDIc4V92+3GfYJfpzs68ehQijlnSGahfg8IuArtNqStqHDC2sjW9DU4lwSAG07YGajUiSxKFpLQDUmQZR1+bnm9Im6tr8rK9o6aGmVNR51yf0wb7qTG9Rv/ZJKwBGmFIykB+swt60BRCBd4jabBbFwpyhcyhMKeQHI3+AIkvkpIj9baluo7bVxyFppzEmcwzuoJt/rP7HQBrfQUIgpNLiEXIggzPsRrpqbB8MhFTDDtdZyclgMytMGCQqSta1+dlQ2UJls5eSevf+av4AkmCAKTWALqFH8J19ZEkBHDUqh9IGN19srUNpq4TGndEvK78RUV5rN8ZeTIUd3TN+9bEjmDg4HbMi9YjVo6cf6ilVsbnDtW0+MnxRIVUiOipxugjBcJfpbv0FeuQnL83KnWdOJKRqWCJpQXoqH0Rp6HPH5XHsmFyjOp+CRljTUBQlmmYJ3UawLDEGSzLaq774S8zZT4bp+dP5uOxjtjRuQY1UntrRvMP4vtUfTVd5fP3jfL77fZaYgzR7tlK6abPxnSIpnDvmXOO9nr7XqejqPoKhB9SFvhYQFWXvJykLAzg4iKZIR8cXiyIjSWLo8wSC7Gzb0Hnqns4uOOthGj4SjthkzuGrp1zNhWMv5FdvriOgKtx+2hSGZTn2fbpJDxB7roWchs+0mfZgC6qmUJRWRGlNdHw2xuoRs2Hnp8IJd8S1caloPcXE7Ilx71v9rbT4WsjQWUcHAPpiymaWkWVRGTU93IymyYLFNGIO6pqPSVNbkCUbI8dM5J9HTus4bsmy0CTyNos/R1aUdXneM5A9UsyvmgarnoFN86G5zPi5Pm9qmkjJifXV69Hl/Ymo9k3H+furqmgKot0sNHN+fdSxZDkt3DL9Fn7mBevmdzAjgaeBO056jMtGncO1712MR1J5i51kKnYuDluN6kz3599HlRJlySmSRAVvUuouBkYafSaIi0pEwCzVbkYGDi1295k5FjtfNXgbWFG9gqMGHxXdIFMwpayeGiayCoBmWePe5jcwrfyQPHseh+Z3UQFzPyD6jPY9LSs31WowtQEK0izUtPqNfad5KwBoNBeSrzulQn7xzNrS+nzcfQHdcaw7QH5yzIguBdv1BfE+lXqI0cqsl1RkDUakHcZ0x43sqHVRFrHnHBalwxj+yMWHinsX8HTYLSDGgaJZzM71oLbY2ZoyAmKablKkHmlKGdepl8z6vUEyvUVV1fAFOjKODURSvA27NKLDF0jC1vz9rN/H2bA5KdY4rSK7xcKth9/KNZ9cw/I9y6lsr4xjWA3gwKDRLe6JzayQYjXhtCq4/SFD6B+iWsY2i9KtBM0vTxzD7f/dGCdx4vLtYyfzALrEAV9hT5s2LSkVWJIkbDYbo0aN4oorrmDu3LlJfj2AAw0jgp9skO8F0u1mJnq/4cjVL4LTAkNmiIV4cxmUfwVjusjL3vEpfPUQnPBHtEHTDIru0CxHr5xEsZX0NE0z9KgAnLs/59r6p4DIpBX0Agm6CP7Qd8MpFZMjn2hQxjOloueiG1rK1vdg2YMoigWKj4Zdnws9ErMdTvkrDJra6XHNEaFzTROVexJT5LY3ifL0RWndV+LUq5psbdrKCW+cgFWxku+MCphXuCoIhAOYZTOf7/4cNJU1chBC7aSnFDI8fTjr6tbxbcO38U6pvgid9wH6dU+kl3eALso+kL73Pw23P0wtX7CrZSlnNf6V5XuWs6BkASnKJTSENnDOgtvQ10IdUvfCIfBG9KTSBgO7ujyWhJ1Q0IYMDM2yHxSHFMTPKWbJyTnFP+OFHfeiahr59qFsjek7hlNq6Ewh9N1eC/VbIW98r4+b7+hYCKG0rZRptmlJtt4/SBRedcp+LJofDTs4cmBYDgFMyARRJAkyizt3pOtOKV+LEPMORhahaRGNOj3gkzNa/I9zSkXvvT8Ujksr7Kpgxb6CkbaaEPRyB92UtopKeX8+6s+srVtLjj2HmYXRVP+U1ioM5cP2OiRJojis8UevnScVL9stGs+YvLyl+PlHMIViZyHeYApNEadPmjSakCSOsce7FYgWQankLUK045AH8ZejbuL3X/2eLU3RYEdvUe+NH9+/qPgi3illzwRrKnK4lVNbXuHJ9BBL7WEkTTjB1tevN5xSD699mK/2fMW9x97b7UL40XWPsnzPcv4x9x+9TjHy9aAyYneIFYaf1/4aM+q/pE5NI9j+KOHFTzO5XTgeq+UCJujVJL0twsl+sJ1SSRhAXQWzdJbrPpV6iAlW1ckqMpBpyaE428GOWpfBEnFaTHHtzHRaorZfIgvbbBf2baQSpdRciiJJKNnDoTa6mT+oGmOApQNTKsoM0h1U1i6kIPY1kqXveWKc6I5kjtTIulO/hSZvA6FwVH81kekVu05NTAcMhFTGpo9gSOoQylrLqPPUDTilDgISC12JecRvrIHitknpuhgWiHs+PNsZ55QaED4/sDjg1ugpp5xCSUkJTqeTuXPnMnfuXFJSUti1axczZsygurqaE044gXfeeedAN20ASZAsgt8XWE0yE72rozTXifNgxBzxOib1JCk+/zP42uDzu3AHwkY0JDuld1FLPRrr9odx+UNxOhpDm1YYryWI0zXQDWb3d0RXqqtywLFGYoeogaZFUivDwmjZ8UlEIBfxfvN/uzxubEpcIkNoR/MOPi4XVXZiNaI6Q4EzPk3FH/azu2238T6khtjevJ06T+Q+hUU0Q5bN3DL9Fi6bIDRyNjVuiqNW73eh8wg6E+LsACNlYSB9738ZnkCIPbyLT23hhs9u4OUtL9Pqb2Vz+EFq+cx4hi2KhdNHnJ7w4wbRdxVzVGOIzjNgdCMr3WE+oNHtRMQuHDIcFuYOO4YcjkbSrAx3To3b1jAMTVahDwTQ2LXzrTNIksTF4y8mzZLGuCyRDriyemU3v9q3SGQXZGuCSRM2iUINqsnOavuRor0WuwjidIbMiJN/z9roOGJNNUqgR7crFv9jnFKyLBnjtj+kxhnghoPGVcnCsoU9SlEpbyvno9KPOqanJUEgFF30xjKlSltLeXD1g2ho5DvyOWrwUdww7QYuGHcBihzZLuCBmm+jO/M2CedsUykTVRO/bTJzhF9s2yqp3GB2Md9uppm1uNiKhMyhqZfwo5HXALDTs4QPSj5g1Z6N7OIpWliPhML0lCuZnDvZuA4vb3m516k6JS0lrKgW9sXU3KkALN+zHH/Yb3z/UdnHaMNnUyqrPJAZZKldXD9JE/+3NIpUo/ZAO2/veJsadw23LbmNZzY+w7u73kXVVHY07+DD0g8NZrEr4OLN7W9S1V7F2zt6L5MQCOsC1nvhlIos5u3hdg71LEWSJNLCLaTtehe2LgAgKJnZLo8UP0gdJP63VSbb3QFFbPpeT7BfKjXHOKUa0ZC1MFm2bEP/RofDqsTdp0xHTKp0bMDLmSsYpgDN5eK7yDhqzo938LsDYUPo3NxB6Dxq10T1eg6gUypGb1Hvj7rdazXLnVcBHH2S4Ziw+BrinPBdtT+x6qbusMy0imqyTb6mPpzFAPYWOntNH2cMx3AMU6pL8fskSNyufj9UjR9A5zjgtI+GhgZuueUW7rjjjrjP77rrLsrLy1m4cCF33nknf/7znznrrLMOdPMGkAB3J5HM3sJikkkLVaPKwMl3Q/FRIpK7+jmoWNmzFD5v014tqGLp1fp+nFYTbn+I3FA1AAuzL+Zq5ouFnqqCLEQum93RtLj+Dneg83tmDLiahiOR9dW4S4jiJuLU++DDW6F8uSg1nrjYicAkS0a6UWwkDeCVra8QVsMcO+RYDi/oXthekiSOHXIsSyqXMDR1KEE1SI27htlDZxNWwyytWsqCkgViX2qIMWGJv2t5KPPewGbPxBvyIksyjd5G6jx1BsuqT0LnfYD+bHZbal13SvUTcdcBHBzUu5sBOkTy9P507KCT+fUR12FTbFiUBGe8vnBx5BDoAbllr8rb70PEslBzU63kploZyrlY5fNQ1BzARarNhMsXiq+ok7L3OmxXTb6KqyZfxeKKxfxx+R9ZXLmYq6dcfcAq7cSm7wFkaOL+hyJsFk8wzEfpP2JR6pk8dMlMsCQfcwEYPhtKFgtWa0EkrVO/RrHQnVLuBjHfWlJAElqRwbDawSmlv77sQ+Hgd5qd8eyeJPjryr+yrWkb5W3l/OyQn3W5rR7wkiSwKBBWw8iSzB+X/9EIQOiM2Q4o/wrCAUgfIlhz4aDBvJYlWOE8gbT8s3n6SDM3fHglHknjX56dtCD2m88JDE8fxphMcb39ajv3r7off0jFG8lhyucERqaPIt2azrC0Yexu283T3z5NUVoRRw8+ustzi8W9K+/lyMjrs0edTfmmauo99XxT8w0Tsifw009+iqZppB11F4+0rWFro2jjD10e5ko2fuPQ2NIk0ti/rPrS2G+Nu8aoJFnlquLDsg9pD7TjCrg4f+z5LKtaZmy7qmYVV026qkPbZKlzEXOdhZJMq6in0O2Ncb71mJVoRd+8krdQzSaalWwey7uTHH9E+yizGOo2i0IGetDyIKG3At77pVKzbhekDaKhbQsyKrn2nA4LZ8GUit6nNFuMU0qfH4bOhNPug5ZIcK+5LBoQzp9ERm4hEJVI8ARCnQud95P0PRD3yWZWurR7DRx3O3vUIdhWPozZ12jcY1mWOndk0dFRof8u254NQKO3scNvBrD/oafm6bZMMgJBl+L3SdDBKTXAlDqgOOBOqddff53Vq1d3+PyCCy7gsMMO48knn+TCCy/kgQceONBNG0ASGEypvUzfs8shMkINaGYpmnKRNVwYIc1lwuEx5qSOPwzGCFVrWq+93rFwxgxYDZH9DM6009TSRkZYTCoVqVOh/b/CyPW1gCPLcN58VyrwdXXPbGaFmaGVHN3wBrsG/xYYGf2ydJH4X3w0lEUExlMLRHXE1EJwVQuB4RGzE3cLiAW1SRYLnMTUj40NGwGYN2pejxd+V0+5mrFZYzlzxJm0+Fv4fPfnnDP6HMrbyllWtYyFZQtZWLYQwgEmaArOYUeJNAjAbrIzMmMkO5p3sLZ+La4qF//Z8h/OHXorYNrv1TR0o6n79L3I4tHXCqFAfGWtAfzPoMwldG4k4Nwx5+I0OZleMJ0/fvoGbp+Js4dfSZqlk3QWfeGSkhe3IFI7YXTszRi6r6FX58pNsRrRf39QM7TvxhemsbK0Kb6ijt5n9kHK68zCmVgVKzXuGrY3b2ds1ti93mdPkJi+l6EKplTQJhY5eqRXs6Zg6sohBTBsFigWIV784a3iM2cSp5TFKZzg7nr45E5oKYezHsVqknH7wR8Mxxngrd4g25qibLSNDRu7dEp5gh6jquFr216j1lPLtuZtPDD7gbjUa2P7yHxaqyzgpLduS7rPcdnjkh9MF3MfMQd2fibmplcugMwiJEmi3lxIO3aGF0zh3mAKT5q8bIi4RGwUks+JZDgtFKWJoICG6CuqpiEhU8Ap5DGXrAgb+9YZt3LDZzcA8PtlvyfHnsPfZv+t21T0tkAbpW2lHAmMTRvLjIIZzG6dzZvb32RRxSIWVSwymB6PrX+Mam8tGhIF2kmc7v6UAmsQm2TCHXTz04U/NVIap+VNozi9mGZfM4sqFvHG9jeMYz797dPMKpzFwvKFxmc7W3Zy4psndmhfli2Lf8z9R9LUo30hdK6PMRN8qzHJMrvyTya77H2R4q9prHUcRVgy0eCKOJ111l8Mm+9gwR9hAPX0/J37g1EfcbxrBYdQ7d6ChMZg2dRh7HZYlLjUwjR7LFMqkpOXEgmApQ0WrNqQD5Y/LD4bOZe8hH26/eEYofMETakYhpGRvncAmVKxeov+YMQp5dezOrpeq2iR+cMWaOyxSHuy9D0Q/Qeg2dfc+5MYwF4j0ZZxJnEM99beSWQhDjilDiwOePqezWbjq6++6vD5V199hc0mjC9VVY3XAzi42FdMqVRfNTIaPtlpOA4AYVCDiI4lgx7ViaC5USxE+hLlj6V26t7znBQroy0NALjlVEK2bLBHKlFFIkx6msn8tZWdir+2eAJ8vrX2gIjDdnbcFk+ABRv2sLFKLHA6u2dnNr2AQ3Uzfee/4r+ojdyDYUfAUT8XC505/ydC2cNmiu/qtnTZHj2SVtvm44utdfiCYeo99TR4G5AkiTGZY3p8boNSBnHhuAtJsaQwJHUIl028jBRLChNzJnLR+IuM7UyqyrFhs1Fpqskd4IutdczIF22+b+V9PLbuMVr9rayoEymEAa2V93a9R1DdPyKGOr282/Q9a6pISYJOmR91njre2/UegXBgXzax36Gh3c8XW+sOiJZNf8Nut9Bbm5Y9h+unXs8Vk65gUs4kpqVdQCGn8NnmZmOB0AF6JNyZG7cg6syJXh/R0usPTil9AZGbasVikkmPpJ2sLhdG/uBMu/HZa99UCP2PLipW1rT6WLStLq5Sak2rj3fWVfH51lpUVYvbxmaycVi+GDfW1a2jptXHs1+v4t6lLxMK77+xPDE1KF0V57vVZUPTtJ5F/XVYHDAuIaXT2Yl+UEbE+VC1WjCm1jwfU8lKpS7GAPdSxc1f/MJ43+Bt6LIZW5u2xr1fVLGI6vZqXtn6StLtPYEQYfzUql8m/d5pdnLM4GM6fhHwCHY1wIi5UDQr+l1zOZIEDaZCg8ExacJ5PCgVcPSgOSjYKeIiZEwokoTDbCGHozHhZEjqEEzYGcPNFHAiMibkSABlQvYEHj7+4bhrcc/KewipIUpaS/ioNHmFPD3tLtWSypSsKciSzOyhIqjz+e7PhR5iBFXtotBKBlMplE6l2TQIBTg8pRjAcEg5zU5+PePX3DjtRu444g6OHCR4WA6zgyxbFkE1yOUfXc66unWYZBMTc+KF/WPR5GvivpX3JU233BdC51kOC/ZwO8X+bcgSVA8+lc32w1A1CJlS+NYh5uiwqtHsCVKjFNLuD6H10im1u9HDf9dWsXRHQ58qoem/n7+2kmU7xT78SQSwu0KsfVnW4OarndH+Utbg5qtdXfefpIiM7QvCjexRwKRJjJVMHdP3EsaJ1NgqY+7IcXVWtqxAcUy/smfAyOM6yGF4AiHD4aRrSpnkjppSRvreAdSUkqRoNfAF3+7h65JGY77rkAGQADklyk7/cru4Nt2xvBLnSv2cdadUo6//M6V21rmYv7aSb8qaOnz+TVmT8f+7hEQWlCMhhXZHrYv1FS1imx6uGROdsw3tAeavrWR1eRPbalysLv9uXaPvGg44U+rGG2/kmmuuYfXq1cyYIXQSvvnmG5566il++9vfAvDxxx8zderUA920ASSBLh6YTJ+oN3C6d6MBjZZCimOZMlmi6owuutgBCcaJv34XkNv1gkqv1KdXjotMpM4YxpPOlMpJseCoF5GkelOBiJik5IGnUTAQcseSEam4U9fmZ/H2ek6emFCWG3j4852UNripavZy6aziztu2j/Gvz3dS1uCmrMGDIkss2R5lD2TERstiYFJk/CEVZzBhcNWvddYIyJ8Ik86JfpfZzX2KQI+oPbBQLLLrXX5y80W1xRHpI3CYO5ZT7guumnwVF4y7gLAawvr+rVg9Ww1n590fbKHZHWDu+GMYnPKFYewD1HkrSQW+aHyE9xrKqPfW8+NJP+76YIqCNns2gZYWHErP+oEhdN5d+p4kCWOxtVIYoOlDOmzy6LpHWVK5hG9qvuEPR/4BWTrgsYQDgrdWV7KytAmrWebIkb0T5f2uo8ZXAsDItHhmSGpkzNpa7WJtRQszirM6/lhnSjlz47QUOksjaXIL52biwqbP6EP/0JHusFDZ7KUwXQShCtNttHqCNEfaWJBmMz77amcD04syOSS2dHwC7nx3o5GiO2escF69/HU5m/e0AaJU+GOLdhnitnPG5jEpZxJf7fmKzU2b2VU6hrdrb0PFT5bdyU8Pm9fry9ET+BN0WDIjmlLb2u04q1oNZ0iPC2sc/Qsxl34ZYZgnS9+DjgwqT6ORnuULhmmKVDMK4WYn/8Ya8Bqs0rK2MiCaZpfIeN3cmDywtLZubdJqrG5/mFY2ohFicEoR9xxzj5EqePvhv2HOkDkoSpLz3x2Tupc9UgRQ/O2wQzCDZEmi3lSIrAcEjr4Z6cibuMEVoGr3BqRILLY424HVLIuUUeU8HjnlMP7w7kYqm6Ps7KLs6Hw1Pms8eY48Q8dwe9N2ntjwBG9ufxOAHHsO0wumxzV1S+MWVFnCc9ThBAqOxKEojM8aT64jl3qPeH6HpQ3DF/IZ+83gEADqTYWoajnXpk1gla8aT9DD+WPP56rJV2GWo5XE/nzUn2kPtmNTbDT5mrhq4VV4ImL3l4y/hMsmXoYr4DLYYDqavE3c8PkNbGrcxNc1XzOzYGbcfTWEzvvCgInYXjIwzrcOGQ01aySh1EG8n3ElntEpFBdk0ba0wvhJvcvP4yt8/Lw9gNxQjiMcgmT3PwmeWVZKRZM458GZdobnOHvV1me+3ElFs88Qwx6W5eh1+p5uX7oDYf68QPSFTKeF8YVpxvssp4VxBb0QcG+vR0PjxeZvUVH4oUtiSLAZi0kmO8Vi6L5lOOJtvZG5KdE3uvM+tu8f/3s4+mbx2uwAxUTibOD2hw3Hrv4MWJKk7wV6qb3VAX2cP1KtZvxBP59vqePzLXWGXd4dU0pOFaxNp+ri042VIJm6daglOv2M9L0Is7XJ19TpuNgfoGkaj3yxizavCMKOOM9JdmT+v+eD+GDCkLPtFKbbD3gbewstSeaM0xLPlHp0UZTpW5DeM6JLYl/SNI0F66vjPrsv5voNYN/igK9ufve73/Hkk0+ycuVKbrrpJm666SZWrlzJk08+ye233w7ANddcw3vvvXegmzaAJNCN572JlrF9IfmrhbFcrxTGf5dEfJWSxfDiObBnXQcnyOEb/0iRf1vnTqkdn8ALP4DFf4NnToJnT4VKkS6qO9b0qBxAcfNyZpQ/KdpmHiQMEEPnRzirTp0UdUJVt3iTHrY0UvZ4eUn3EZOPSj/i7HfONsRP9wZ6ueVlOxvYE2nblCEZnHnIII4clR3dcNtH8MI8qNlIhsNMhsMsqK4vng11W4WQvCfSdv2exEL/bPcKsZ/aTUnbk1ip54PSD/jzij8DHUux7y2cuxaR9tplWOsjk6o9A8BY0G7e4+Ouo+/ivDHnMWfoHACqvaUEaaPOLyar17e93v2BFAXmzCFw5JHidQ+gX4dkTKlXt77K2e+cbaS6dJWOpGkaSyqXALC0aimnvX1a9HffM7RFSu9Wt/i62fL7h5agcJyOyBgR9/k5h0WdlHsSx54Nb8B/fgRVopoYKXlxTKnOBHejDIB9NP33oX/o+OFhQzjvsCFMHZoBwAUzhnHihHyOG5/H2YcOZurQDC6YMczYvtkTiO8vCawI3SG1KeKEAqiKuW7VrT7DIaVvo+sWbW7czIqmN1ERhu7iqs+6bf/zm57nggUXsLN5Z29Ou8OC95AMMWa1KRnsafFFo/69CQaNiknP6sxxHWFQPWzycL6llerdy7hw161khBrwBsJ4I/O9FPgXVnUPpqCbk/1h0MJUuCp4YNUDnPjmiZzz7jmUtJTE7Xpt3VoALp94edznFa4KtjdvN94/uPpBzn/vfP627v8o5yUkCWYPnc2Q1CE8esKjXJM2iTkL70J5+gR46dwo00NHyWLxf8Qcw4lAfszc4swlINvwh8JR1oys4A9phkPqh9OHMmtkdkxp+YhYckSU7eIjholtRkTnUEmSuHPWnVw/9XpuPkws6HWHFMC6+nUdLvemxk2oskTKiWcY/UOWZC6fEL1Gc4bM4Y5Zd3D26LO5esrV3Hvaj8h0WmgwFaJpGvntDdxz9D1cO/XaOIdUbLtSLamYFTP5znzuOuou5o2ax08m/4QLx18ICKZWmiUt7q84vZiTi0XV498t/R0nvnkiP3zvh1S6KiPXpI9pWcv+CU/ONf5+wttkOs1kTjpJ2JGSRDt23KH4/da5fLQpmQQkK4FAAForOjlAR+iOdujcRovD0gfhtUvh49vhybn8eMtV3Fh3Bym4jf3pTLGeOuX0vqov/AHKGz1xDFc9LbkDlj0Eb1whKg/Gor2WOjTqQ+2oKMz1KKT5xFxx1dEjOH58PhcePowhmcKJcOsp47jkiCKmDEmP2Uc0vduAJInqhra0OMffraeMY1yh0HZt9QZpjZxLViQwq2tx7lOh8z7OH1ccVczx4/OxR657TZuwG7pjl5ocmYQlBQlIDbcAPWv7PbkLuabxHqyq1+gbmTYRCF1Xt44T3zyRSz64pFtG6cGAOxCOey719U8so1hHq3f/ZA/sa7T5hOaZJEF25PnUWXJuvxj79XM+97AhPQ7CSZLEL04Yw5VHDefnJ4zmuPF5pNjin6nvipTLdxEHJeR+8cUXs3z5cpqammhqamL58uVcdFE0Hcdutw+k7/UT9DZalBQbXjPKsG6zTYn/LiOy4PC2iLLWAJ/+QThI3vt5lKZfMAkQi47xvnUdKJYGPr9LOFi2LhC6UCEfbHzLOAc50hCD9tnwNabIZzusk7GalSh7a48wsnNSrFx1zPC43+0NHlj9AK3+Vn775W9p9bfu9f506G37wdRBzJs2ODo5axosukdc38/+hFmWyLCbRalxTxOs/LfQFwHhkLMkiTLq1wTEfhbdk7QNiVpN9eoq47WetrDPsPi+eCMupvIYgFmWKEor4rqp13HHEXeQbk0nrIWo4WNjLRMIB3hg9QN4Qz0wZHsBPfLmC4apcdcwf8d8ylrLuO+b+3hiwxO0+lv5z9b/iI0dEVaQp6NDc497T9z7QDjAoopF+7St/QV6ZP5/rdpJW6ANb0RTaER6cdx3gzPsnHOocEx10DZY/jC4akQVJYCs4QlMqXDSVJaAoRNy8Bl3Q7McnDq50BCZHZrl4ILDh3HxzCLOmDIIkyIzNMvBkaMiAuCBcDQ1LeiBgNvYVzIHcCCk0uqJGtkdHHvAmMwxKLJCg7eRyuBi4/NS1ybaA+2dtl3TNBaULKDOU8dfV/61V6nAxrwaCfak+mtIt5tpUXKob/fjNnQBe0Fmtzhgyo9ESvCojvpBAKTks0wO8Lbip0FSWaAESA01cHT7R7T7hZEfxk+lsgMZlbtdMr/yaFhCAQLhAAtKRMW0Vn+rIWr+3MbneGjNQ6ytW4skScwdOpd5o+aRakk1qhs+sPoBtjVt4/alt/Purndp8DZQ6hLBBLNs5ZTiUwAYlzWO8xv2oOiPracRqtfHn4NedTG2ImFMIEXKEo7dxIIbejW5vDQrp0wqiEsB0rfVFxsTB6Ub28RifPZ4zh1zLmeMOINjhxwb952evrizeScflHxAWA2zq1W0NTFt/dThpzJn6BxSLCmcMvwUJmZP5MZpN3LBuAsYnZfG6VMKqTcXCp9rcxmTcyfzwzE/7OCQSoapeVO56dCbuGj8Rd1uP2fInLj3Tb4m7v3mXsJqGH8ojJdqSjxfd3tMA5pmMNZ02Ewy6elZSGNONoI1/pBqPOM6tte2gySxx1wkzlu3/bo9pBa3SIydPzY3bubZjc/y3q732NS4iWc3PstH295E2/S2kIYoW4oGqBpkhJs4RBFjqTsQrc7c04Cs3lcrm6OOp0BYjXOY+ZOl86sqbHxbiLtveC36ubsRWsrZLIfQJIVULRebJGF1CWfd2IJULpo5jBMm5BvP6diCVOaOy4s+t+6GqG2X0bX+mf770yeLCoi7m9zG+euMTcOJGyt0vi/WCH3A+MI0Lpo5zHBI6Ne5O/1bm0WhziTOcbhfBPi6ZXlpGnmVCxmt1HC4+wuDAa+n7+modlfzj9X/6FMK6f5Eou2gM4k8SeRGgqH+1fbOoJ9TpsNi2A+xTKnYvnbcuE6Yw51g8pB0jh6dw5QhGVw8s4ji7Pg10f+ixMSBwgFP39MRCASoq6tDVeNv7rBhwzr5xQAOBhLTDHqN1kpo3IkkSTyUdxc+S0JajtkeFdFuKoXCdNBinonGnSLqe/LdhLd/SmjBX8kNVnf0eqtdDBKVKyHgRrI4cVoUXL6QUUrUHmjCpMj8N+NydtkmcKhJFtWMVj8vjKKAGyxOwwmWTPSuW92gGJS2lhJSo8bY2zve5spJV/b4911BX3zFschUFZpiItq66GUswsGY1L3hHb8HsKXHv2+pSFqJL3Gh2x6uRpHhgTkPMDVvag/OYi8QYUrpUORoWyRJYkL2BGral9LAV1iJGiELdi0gpIa4dcatyferaVBXh9zQALm5PWqKbuR4g35+8+VvKG8r77DNmto1BMNBzPq19XV0UOopMROyJzB36FweWfdIp2ky33Xoken/NWHJ8tZyNA3MZJDt7JjakZts7EnUgLGlQcEU3FujUVpN0/AFVSOSrCO4r51SfegfvYVubLr9ITFnWFNFBTl3PVhFqkqjO0YPKbJIbUhwcG6ubuuwjc1kY2TGSLY06GLzMmYyCKotfFPzDXOHzQU6pq3VemqNqkslrSW8tPmlHo/lcSyUoBfaazApIu0sxeUnyxGJ/PY2bf6Ia2HWdZ1/78zlGSXKRFysBDlbslLs3065P4QvqNKmbSYoaeSGJSaEFBSTRHFYYnvEv3HskGNZXbuanS07ufbTa+N2f8HYCxiWNoybDr2Jmw69iQZvAz/++MfsaN7RYVtN08jlGC4Y/mOGpEYYgfo9BVEtrOLr+Mqkmhb9PiVGPD1m3pJT8yHSDfyhsOF48iWpEhb72hsMG6yP7q67zppyBV1Uuaq4/rPr2dq0lQZvA79a/CvaAm1UuCpo8bWAplHkteNujfYPSZK444g70NCSpmNbTTJ1pkJRrKBtj3hGTLYoM2wfYWLORLLt2TR6Gzlq8FGsqlnFpoZNzN85H19wGlu5j/JKhRNqijukJiaFp1HcQ0mGi9+MsnDMDlDMWM3i3vlDYTwRJqciS4RVjU17xPy3xT6Vib5dQsz+kB91e0hfUI1zAujjZL2nntuW3IY76I7/QcjHMEligibaFs4axSaPmYne1QyT61gWnoDHH44WI+jhOKk/M7H+iHqXP06nrSHZ3NZeE31dvSFqy5YuAk1jU1omYc2DnRGY5HqklnKjMnS3KF0sGpQ/KSp03g10B5R+HrmpVmPM0+eMWMdFIMHB3mvs5fyhH7fZI5xS3TGlrCaFLbZpFAYrmOhbxVrHkcnXN6oq+pskGQFzSYJi/3Z2JlTf0yFLMsv3LKeqvSo6pvUDJM6DOovak6SieKKzuL8imYB5tPpevFNqbx2mnVVfHMC+xwEPle7YsYNjjjkGu91OUVERw4cPZ/jw4RQXFzN8eCcL4gEcNEQjun18VCJUe23wdNpMWQRCascogh7lXHAzPHVcx30MmQ62dFpSRwGQF64mPVYvafvH8PSJgi6eCFu6cLqUifLIDmPCFW2w+JswKRINJpGiZzXJQlMpfYjQrSgXovy5KcL50uQOdBAcjo2EBUJq54LEwCfln8S9j62+0xekJtBK7RYlmlO/ZQE8fQK81bEUdBza64RDEHoUTTNQ0TGCajYJ46WJVazjVryqWAT2RuC8T5BNosR5DHSquY7Y9EEJ+PWMXxvsrY9KP+Lr6k4iwsEg0mOP4XjuOQgmZ0O8t+s9znv3PNbWreWVra9ww5ILcbGdnYH3OzikzhtzHjaTDXfQzaraVVHhf50pGAM9JWZC9gQOLzgcgG3N2/abQPvBhG7c/q85pUpbS9HQsFOYVA/DcErFGpatlfEb5YwFWemgI5XMwNQXFPvMKdWD/rG36FAB1Ujhizos9EADxCxME56lWNZUrKE+q3CWUa3QxiDSmICqaWxsFFVDn9n4DCe9eRJnvXMWO5pF2XTdOazr5L285WXKWst6dD6+YJhjXQs4auUNYhzVNGR7Bh4llXpXDFOqtwVGunFalBGkVI46NPdIYX6Y6aFdquPoxRdwct3TFPr+DUjM8CrGwvRmn8Q57W6uHHUut8+8nZ8f+nNjHwXOAuaNmseVk67kiolXxB0vx57DjdNujDYPiSsmXsGDcx/kyOwLGcQPSLXG6JforD9nrtCLgnjtMF+LmJclKV7MPSZoIlvsxrMdu3hIVmlLkSVjnmjxROfxngjMS5JEmiWNMZljsJvsQvPpvfNpC4g577VtgvUy2JqH46nnOvQPSZI61Qe0mhTccpooDKOp8Mwp8PJ5+6TiZCxkSeYPR/6BG6fdyJ2z7uS6qcKh+dS3T7HVpRckkpKmJiaFHtxKGwTObHFfbOmi2htR1pE/pNIeWRAPyhD3X++bW2zTCKqIoiquGrpD4hin9/lH1j3S0SEFEPKzU4r2AW/hTGrMQ5EkyAuJ43mC4V4LvSfrq/Uuf9wYVN/uF+mNsal6EdtLQ+NPjV9z8fOHUvPksWI7YLPViqqBIo1HNlkh5AfXHnqEXTFVKnsIRwLTKHZBbjilYtP3eljBrlPs5fyhH7fd17NK4VaTzGb7oYBgSt1Q93sccqTvf3E3vPlj+OBWsZ547ZKIo1x4uSVJYlhgJ6pP9PEUc9TmvHj8xQxOGQx0XxTiQKMzplSySpGdaVH2NySKnENs9b1o/7Wa917na8ApdeBwwJ1SV1xxBbIss2DBAlavXs2aNWtYs2YNa9euZc2aNQe6OQPoBolVgnoNvare0Jkd9mlg+LFRYzrWQSNJIuI2YR4ANbKIjKbTjhTLKtnwGkTYR82ozFf8eNAivz1LbFOyCIgXQZS0MGZ/E4ok4Y/QcK0RzQNGzo37XZrdhFmR0bR4JxTED/jJvgcxSf1zzT95deurANx6+K2YZTMVrgqjqk5fkMiCyEmJRLU0DTa8GmVUyApkj0q+k/ZaEVEDyOukBDfAMbcIloIelU5SiU+PKpbzMhpBNCDPkbfPBM47hS0dJCnOwRdbIhmEY8eQGJEUjht2HHfOupNzx5wLwN9X/b3LdJ1Y1HvqeXfXu/jDUQO4ydfELYtu4ckNT+IOutjJY1SGPwWgKK0Ik2zirqPv4rqp1xnpKksql0QZXr6WuGNsadzCx2WiWuARhUcwJHUIKZYUAuFABz0XHTXuGp7f9Dyvbn0VX+i7pc2kMxnc/tB3xjDqC6raq3h+0/O8vu11guEgO1tKQQMbBUkXw7pB1OoJGoZWnAaf2QEzrwE66kh5kuhKBdXeMQD6AwymlP5cJBE7jx2HGyPBA/2zEbkdU5Ib2gNRwfOhc9DlNfLtQ3BSjKrBpobNBMIB3t7xNhoa7YF27lpxF89sfIb/7vwvACcVncTMwpmomsrC8oUdjpMMwYCP2a4PsPvr4dM/AqBki3G1sd1vLLASF4h7i8XNYsw+QjVzVtgKkowqm/lzdpD3zV48oa/YaA0gA0f5ZAImJwyZzljNxA1BG5eGrZgVM8cPO57jhx2P0+zkzll3ctOhN3HphEsxKx3TxU4YdgLHDTsOp9nJoyc8ymUTL2NK7hTGOU9CxhTviNWf68zipPfYcMrYMw1Hh4GJ80RgYtK5cRUFdXSWZqTbNvq8bTMrHeaOrqDIYi7RYTfZcZqjz1txWnGP96XDZpZBktiVclj0Q3cD7Pi41/vqDhOzJ3L26LMxySbOGHEGh+YfSiAc4MsmobUpSbCzpYeaad0wrmO1FvUxPlGUvEFp5y17NipaVD+sCySOcfUuP0E1aGh2PnbCY8waNIs0SxpH5E0DNUSZHBaSEI5sWopPEcL4kkSGvyqyz1CvA7LJ+mqiU6qhzSvkJJpKYb2wBfX0uvflAIuUANWSyt/MXjQ0GmwpbAu0oGoaTmk03vSI5mBPUhvdDVArnOq9ckol2JSxVcuSOaX6rD22j5B43O6ZUjLNpjx2WkWQMjPcSF6gAtqqRYC7cVc04NpaCaVLjDFIBmRUnG3C/tLTlQelDOKHY39oaEw1+zoGGA8mEp1SujMqmZ3VmRZlf0NXTClPrEj/PrBzOjilDnCV9f8lHPBRZN26dfz73//m1FNPZerUqRxyyCFxfwPoX0gWXewVIkaKOXek4Xfq4JQadxpc8QHMeyz6WfZIuOIDtCveRysSJY/rvDItSrbIH9aNn5aKqMYE8KjJy79MHu4zRfL6dedSJIUvdsJKVdtQJA1JNuFME1FXqz6AjYj8rmIl+F1ImmYMTHUJA3x9uy/hfUemx6PrHjUWMbMGzeLkopOZUSA0MV7a8hJhNYyq9d777g+pSFr0Ly8tMng2lYhro1jgotfF9Z0dk5425mS4ehE4Ijnx7gax7bAjOz/YhB/AlR8aTsLEyoggdJxioWkag1IGdX8ivWWLheIdf1qEbeSNmSxMCW0ZmzXWeO0wpWJVxLW6atJVDEoZRIO3gXd3vYuqqd3eiwfXPMiDqx/kn2v+iS/kIxCOb49xZE1jztC5PHvKs3x4zodG+W5deH1p1VKCOsMrRh8rEA5w7zf3omkaxw87nkPzDzVSEKHzSlePrnuU5zc9zxMbnuCRdY+gakmYiX3AgdBIiE2DbXB1dOx+H6CqGg+ufpDnNz3P4+sf56lvn2JXxMHolAuSiuo6LQq2yEJBr7Zk9L0xJ8OPP4Qc4XB2+7tnSunXuU9VtQ4SYo1NIMZhEWVKxTKfNE2jyR0wxuLReakdmGH6NiCcxjpTamL2FNLl4aBp7GjewbKqZUY1M6fZSYWrgpc2v8TGBrHgm5QziZOKTgJgceXiHvWVnKZ1QCQWExlrLLkjjVQmXZy910ypLtAWaOO93YKpe2zYzM9Hnsdz897BZMujVbbxjCPIw5mCqTDPb8YkDeXTGU/D6X8XFe5ABGkilfR+O/O3/Pes/0bHVVUVfwnnL0kSt8+8PX5booufuBLuyZxSsel7uoMqsYogiGpil78LqQWGveINhFFVDU3TjEVKYpqRvm00/af3jsBbpt/CO/PeYf5Z85l/1nyuPSSaqjgsrfeSFHqbPsm5FC5/D466SXwRCZLtL0iSxC2H3YLdZDdq9UmI+abL51q/990wrmO1FvWFcWyFQw2VEp7mJWc9r8t+tJIvum2zPsal2RQ0VFq8fjY3bCcQDpBqSWVM5hjuOuou3jrjDY5VMgGNcpsTznoELn0bl5wRcUpBqm8Pkibapqf3dreoDathtHAYiyx1cGa2eAJUtXjRUNFQUV3VGLNczQbjmoXReC7NAfYssGex1pnKgtnX8+WsK9EkiSzTCCxk4BlyjPhtyRdJ+1oc+pC6B2A3K3GEy9gFueFUTKoptW8d6D1F4nG7GzN1/aFXsq6jziQKL6WFmjvvWzs/M2QvdMaN0xNlKt8x6w5ePPVF0ixppFsEY7PF39Lb09iv0B04aZEMEz1tL5lg93clIGg4pVI6MqWC4SgTc6+KdEWQmyAXExjQlNpvOOCaUhMmTKChoX9RGwfQOfxJdBh6jJBf6CEgxEctplL8QTXi6EqIclockD8h+l7TWFnl4+mlJSiyxBEjslm8rZ4LTQUMlVqF8TpoanQiGToTf8UKlsnCqF6iBPjCJDM3c7gQU2/ZDWXLcFhGGodICzeL0tvOXLJT7VS0+KNRMT2Fr7USnjsDzA4mZF/HHgo6OJ0SoxB1Lj+xdea8IS9f7RFU+BkFM7h1xq1IksSlEy5lRfUKFlUsYlHFImwmG385+i9My5vW40s8qmUZJze+iKKFCUgWAtbZ8MJm0X6AoYdDpAQuOWOi+l3OXLEiyiwWYuf6tpZuGE36b6CjU2rrB5yz8R9UOy4BIYnSM1/T1g+E2PrJd8dXUeoKMawilz/E5op28hrccemMasLBhaEtPnOaoto9NpONC8ZdwAOrHuCpb5/i6Y1PY5Et3HX0XdS4a3hp3TM87BuENVI02RVwsbJGRCo/LP3QiI4BnDvmXKyKlRn5R3DrB68gY+aaKSJ9RZGjfWhSziRDy+PGLU9SY2nlTs8e9Dv/3Kbn2N22m0xbJjceGk1/mZA1gZXVK9nUuImzR58dd36apvFtw7fG+/dL3ue9nR8xSr2J3598PMOy+8ZW+3xrLe+tr+aXJ45haNb+YbypqhYXfa1v9/W5vf0VH22s4Y3V5XzLGuxWDUWWeGP7GwZbJ8ecnF0gSRK5KVYqmjzUu/wi3cVYvEd/89HGGlYkVP9MZmDq1zkxvbU/Qzc2DSdbkoqViePwb97+1kgNyk2zkpNq6VDZsc7lMxZdp2T9gVW1a5g75EQ+batnc1sqwbCXf2/4NyDSbucOncunuz81FuhZtiyOGUyuxnMAAQAASURBVHIMITWERbFQ3V7NpsZNTMqZ1OX5FDaLSLwcs/qTM4vIrrdS1+Yzqqomc5A8t/E5FpYv5O+z/05hSmGH7zvDv9b8iyZfE0M1heNUC8gKw9KLuG7i7/nXqsfQNJEqnB+SuNBvYZ2SFWXmjTkZVjwmAh1NJVC6BGnnpyinPyDml5VPwrqXxYBvzxQBprRo2yRJQpHiz8VjpCjGfK7rH2YWR+9xHFMqookYm7oXi8gYq9sr93wgmGHpDjMzh0fY0IlMqcic3+QWtkOvxOVjkGpJNV4fNfgo7l91vzgVWxZQ18mvkkNvvz+kCr24kcfDVw9Dww5hk6TvH72aV1fuZnV5MzMzrmNP/ZMUB5pYaFNoD7RzzafX0N60k4fUbHLOejwa0PrqX/Dtm/E76oQpFXte+sI4J8WK02rC7Q/hppwAzUiSmX/LbUzYsZqRjVU4sweLdLaqVfCDh8U1icDtD1LGi7iC6whLwgF50+dmFFkEcSRJgiV/Q9mygAyfl3CqRmmMo8kTCNGqZKEqVp61utnBPQR3/hITYv7pbFGraRp/XvFnFu1aQF4wwKPmEeyR8mmgmlFcixVxfT6o+jeNiP6eJttoDIfJVRRRwTgiOfGtFKJJVUmxZ3HRuIt4YsMTPLb5eRwmB95AGGdI2MbyiNlQ/qLQnnpyrrDnzn1SaOwlog+peyD6qsNiMgIccel7Jr36XtS2Mqrv7atqrr1E4nF7zC6VJGrNQ8gLVZMaboLSjfHfTzwbNs2HqtXiD4yCTSmeioRdSTz1ZQkbKoNoCkYKb3+BPjcWZTv4trLVcAgnBrHEZ98NFlAyppTuUNW0aJChW0KFponiWu56OONBMFk6bJLIlNJZ/QPY9zjgo8i9997LrbfeyqJFi2hsbKStrS3ubwD9C3ulKdVSIaLA1lSwZ0Yrr3TVoef8RjB2Zt3AhsoWQmER4Vy8TRimdeZBImVNX5RFUsgaCydyS0EBPglQrIDEP50mmv0t0Um5ZFGcFlWW1CoYLc4cDhmagVmRGZUXYa1IEkw6N9quoIdx3nVAx8WPyxdK+r7B28BLm1/iH6v/QSAcoNBZyF+P+SvpVhFNGZs1Nq58ti/k4+lvn+btHW9T1V7F/B3zjfSwZNA0jVHta1C0SERPCzCyaYnQJopMonEGiSTB1IvAZIVhs8RnxceIz2UlyoDqDrpTylUtBFh1LL6XNMnDVPd/oofExFWTutG0WnyvYAl9cXfPjg9x+ktufwgtFGBLdVsclT/ZczY97SJkrJxT/LO4z48ZfIzxWtM0/GE/9668l7+v+juNvkZW1642vl9WtYxwjND0f7aI8z1myDFcP/V6fjL5J0zJncgw+WwGcTpmOjpXZEk22BXb2ytok1T+EKqkPdDOlsYthh7JLw/7JWmWqAE+MUc47WKZUnWeOubvmE95Wzmt/lZMsslwWLX5vOwJrOOVb3Z3eim7w8srdtPmDfLWmsruN+4jEtmT30ddqW/KmvBo1YQ0PwpWo3qXhoaCjRzb4E5/20HsXGePpEVZiGt3R/tEfrrQwGt2x2t0aJpGKLKg+G4zpXSHRXSx3xIp/1yYES2+oFfby02xMnWocB5bzTIZESHx9pixO+jPIY9jyU9zkJdmI4VRhDXRv0BUDx2fPZ4bp91oCHlfMuESzLIZu8nO3KFigfmrxb/ije1vdKr7VtJSwpfB1XzqCOHXWTRmBwyZwbShGcZ2NovC8IS0Q1/IxwubX6DGXcOLW17s0bUraSnhjmV38Nnuz5AkiduKz8JiSRFzATAheyIjuIGRoSJsmsS1rWZskkybnBFlL1qcImgBgqWx+jnhHFn+sPhsx8JoBMLbDNs+6LZd+mLWWPQHPFATcarnjosypbxNEI7cp4i2S1x5+ySYMCi+YECrJ8j6SpHyn7hISbEKm6A68qz0hSmViHRrOmeOPJMMWwZz+lB1Vm+j4RS0Z8BgoYOzP9lSn2yupckdoLbCyf81VnGBy8sRFiHmvKNpG9Xeej5xlxsVjdE0kfIU1/hUKEweWIuel2osjOt8pdgzN6Kh4lY2YFJkNCSCksIyS4j6knXimdr4ltAcK1sat88vqz+jmTVIRJ0GutN4fNZ4EXTbKp7HdI+KhkRtOGRUPnYHwmiSTJs9n/csQbxSLU18Y+x/cKadZPiw9EMW7f4cQn7qJJXfB8po1tYQoIGd8j+wZW4gSCuNrESSJCRJwkcrnynxLOCtUohbrB6QTRw9+GjOH3s+k3Im4Qv5aPI1EVIVMiLhqmFFw4XchQ5XtXBQJaKPqXs6Jkb6T5rdTHFMemVU6FyMC5qm0eYVfTO1j87cvUVif+4Ju/TQIjEXtCkZAKQG6qFhu/gyexSkFsD0K+NkRwBCmSLYm+6rivtcVTWW72rE77cRCqv9Ln3P5Rdz0aB08Sx/15lSmqbRGpnvMx1RJ5IkSaTZxHhe2yYCUN3aOc2lYkyt3QSNO5JuYjMrjC+MzinGuDyAfY4DPoqccMIJABx//PFxn2sRSng4PHCz+ws0Tdu79L3mCJU7sxgkCZtZVL7rUiRu7CkiKitJuLd2HCCmT52GY8uyqFMqcozHm9ex2d8AjmzOHn026+vWUdJayls73uInI4+DNS9AxdcUDPoJAJKmkktEl8qZy7FjcjlqVE48/XrSOTDmFNj+ISz7JzlBwfqqd/mFMRaJcuvGtcUkEwipRr7x85ue5/2S943dzR46u4Pg3qUTLuWc0eewq2UXv/jiF2xu3Mzmxs08vFYY+22BtjjHVSxCqkZqWEx+ucdehX3TKx29zEUJ6XgTfgDjz4xqeE06J3K9lQ6V9DqFPUNEw73NwkiM0aFKs5mwWQOCJuwdxQjtp4xM70KnKhau6p5tB3GpbiFVQ5FCeALhuHSlZM/ZEPNsfBzGuKyRcZ+nW9M5LP8wVteuZkzWGFp8LcZiFIjTZ1pUuQiAC8ddyOLKxexpF89FLDtCkiSsJhlvINzp837JhEtYVLmI6sjvXYT55+p/sL11l5G2d9Tgo+J+My5rHBISNe4aGrwNpJhTuP6z62n0NjIyQ5zTmMwx3DjtRlLMKfxr1dP4qE1aZaW3kJC636iPSJzkv49OqXqXHw9lAORYRnDK8FNYUrkETQMHQ0mxdozQ6eggdq4zBWMqTurP/k3Hj2ZbjYuPW2s6VN2JjXCbe1K9qZ+gA1Mqid6QbkxfNquYJdvrWb6rEUkTi9C8VCuTBqdz2uQCTLLM44t30eIJ4ItZXOkpo7kpVnJTrWQwhWpNLPhy7DligdsFrp70E1bsWU5roI3H1j1Ge6CdyydejoRkjPuugIvblvyaOlsL2CBr2tnMG3MSkmJDMls5fwaccUghqibm3NiUQ1VT44oxbKjfYNhNnaEt0MatS26lySfYsOePOZ8Jh/xMaA1GWEVOiwkJCc3ye0aobkaFb0OSICDZ4iPCI+YIh8COmGIdNRvA3x51kh5xrWBUlSyC6T/uUnhdHxdtesCr/CshYp4+RKTva5rQjQoHwdMgFooGU6prp9SFhw/jB4cMQgP+83U5X5c0UdsqxvBE1nduqpUdtS7KGiMpmvtocf2LQ3/BzYfdDIEAWvebx0Fvo14YRpIkcf0rV4lrO+2SfdLGWPhiUt/H+tYDMDTLzk1hG+tNdryRhfZiOciFlavg8J8mr7YXqbSXDIbQeTBMWFUJ0sr96x7EF/bwk8OvYf7ObaT4TEzNPYyV5V+w0h7k5MYStJJgdPaJqSDc4G3gvfLnAJieeQ550lFsq9/Dbv4BwJTcKeKZ1VRCWaN4xHwJAfkBZNoobS1lat5UY24ssYkFu6Sp+CXh/PzXRdOSahSF1TDPbnoWwgGcGrgl2CyHsCJhsTtACrDF/zJD84tIbzMxNmsceMaxoekFligqF0y7HiaeTVgNcccnP0HzNwNCn0iWZG6dcSs/WfgTAuEARfIZWNR0/vCDiaIy3ol/Etf8y/uF5lZzGRTH2wl9Td3TcfWxI7j4iCJsJtlId4N4TSndMRAMq0gSZDk7n7/2JxL7c0+YUtfNGcma3c2sXCCcU1mtm8SYaHHCuU9Fx61T74UVj8KG1wEIFU6H8i1k+PfErQGaPAEkTcWECGr3p/S92NRl/R55gvFMqRMn5FOU7eSpL0uSip/3N8RW3EwmzN/qDVLZJIIM3abvxTr5m8s6zda45aQxvPT1bhZtreuaWDGAvcIBd0p98UX3OeID6B8IhjUj+Nmn9L1YfQiSRP86Q2SgT+axzxg8GrZE9h30gasaPxpfRQRcpxdM5/KJl7M6e5KgVlcs4qqJP0aKpPAdvuQy2oKHMNG7CpuiQYYdUvJZVLGIR9Y9wh+O/ENclTYsDhG1JRIdMUNG5Rfwwi+FcTBoqmFcp9nMNLT7jfd6laZZg2YxPH04PxqbvLyxs3wFk5c/AuYgyPHG3Lu73uWyCZclXXj4Qypp4RYAbGOOQ970SsKOc8Uk28n1jZ5jkm26Q2aRcErN/xn84F9R9hRQLgWRJQsWqYCp7uUoL/0FTrsnPj0zGRLL3HeFiNC9BoTCGppJwhOIF8hO9pzpTItk0fBfHPYLFlcs5qxRZ1HSUsIvvviFke7X7G9mfvl8hlWebLCmTi4+mROLTuT90vdxmBycPvz0uP1ZDKdU8vOym+zcc/Q9LKpYxKgVT/I7pZVPt70BtkwyHTncMO2GDr9xmp0MTx9OSWsJ5793ftx3u1qEtpr+/I7OEM+tj5peL4p0xOo8dVfVZm/wfWdKeQIhIz0FIFUazmH5QsRY08BEapcCrYaenV5hTnfK2jJijiGeswyHuSOzKoLYFEnzdyh9T782vmBYLNJj0/ciiwN3TN8uynZiWfc8x7g+wCOnkhV+ARhi7MeYiyLGeeLiKjfFSjoTqNJ1pnImdlopDYCVT5K57mXuJshT1jBrbVZe3PwiL25+kXRrOg8f/zCDUwbz9LdPUx9xpGnIPLz1MR7e+hipllT+PvvvjMoclfQ5eOrbp3hlyyvGeASwp30Pu1p2MSqzkwIWwBPrn6DJ14QkSVw24TIuGifYUcSkEutGvYREQE4xqqDLaphAbJCw6EjBYo6tiOZtgeci454jG8adAd88JdLlm0tFGvnKJ2HX5yI1Qk8lJybtx6QIR5Yu/DxiTrQUuyNHBCvaa2Hj27BTFI7oyUJbdy4VpMczXRIj53pfadkLTalk2JuKTzozXdOEfonVpAhW85cPJE/hW/mkEGQ+40H49nUoXyY0k2KqEnaHWAf2BO8aZAkUSaKgqZx7rBa+tqTxCu1sl0NU12+i0FUDrRHGiF5trxvo1z6saoRVjUreQQu5kSSJpzf9G03TcJqd3Hr4LZy7ewklZj9XVT9JTrXMg1IKgzXFEAbXNI37V92PL+zGQRGzcs6iyR3CDvxkzJ/ISG/ikNxDYOULALQUHo3XnYKDYXjZyObGzUzNm2oswndZgSBIaHgoJ91uju+LXz0Mld/AmQ/yraucRm8jznCYJwOpXOQMQsjLhJDG5cfeztM73mR783YqXOVIksRxw+bS1jiajY3PskVRaXBmkWNLY0PdWhr9LYDE1VOuZnr+dACGpA7h7qPvprytnI9XDCFIzOJakkT6YvboqFNq6YNQvV48Ey27QR8n+sCSEoeQhAMsAbFzRjCsGc9MltMS57w6kOggdN4DDSFxfmbaFOGUcnirwWoyAugxG8L4HxhOKQoPQeUlLGG3cMjqacSf/pHfVX/Cp84UnrdqBguvPyDWtspKiTilEphSDqvJkL7YFwHM/Q09OKXIUgfNt9xUKzvr2qlsFk6pLjXhNK2jU6oTSJJkPFsD1ff2Hw74KDJ79uwu/wbQfxC7mO4bU6pM/I/oC1hiqNs9QTKR3vRBEYaLtxlqN9KghbnF5sMbDpDnyOPeY+4lzZLGzMKZWBQLe9r3cNfXf6F9/GmAEL+e4l2JgoosSyCbYPBh/Gn5n2j0NvK7pb/r2JCIw8UWbMamujm68gk0XyssugeILtzT7Cbj/FRNpbxNGE/XTLmGn0z+SZzmRBw++xOSp5Eb24OYZTOjM0dHL6GvmdI2wQbT0wGf3fgsz258llc3v4SsiZRXJTVPCL0qZhgxW/yf+5seXec+IZZCvml+3GBeHvYCGhnKIH7Q8hKat0mk6CVDbPofCEdjTxBJ3wupGkHJzAfpF+L2h+Py4ZM9Z12VWh+cMpiLxl+E0+xkcu5kLp1wKSbZhCpLbBqTzrrRDv686m7CapgR6SMYljaM4vRirp96PVdOurJDhUFbDyawYWnDuGziZRxpzeNHIcFUU0I+bpl+i5HmmYjji45P+rmOIwYdAUCGSaSD+anH7e+bkyeRabO/kBh5SlYs4LsMnYXjjjClTOGhmGUzl0+8HLNsJZ8TunT66UKb9e0+IfKvV4mMYUpFHa6mjsyqCHSnlCR1rE7ZZygK2qxZBKZPB2X/OC513SFNixjS+mIg6IGAG03TDAPbaTGR55CY2f45EqJaq6l2fdz+9PlMFyxNXFzlplqRsTDcciJOs5MrJl7ReeNCfuEw0TTGayb+7rNyUtoY4+tWfysflHyApmksrVqKpob4kcuEGuPkcgVc/HXlXwmqQSraKvio9CNCkYqy/rDfqP4HQgNPF8/WWZvJ4Av5+Gz3ZwD8ffbfxbOWhMGS6ITZlHUimJ1845wTz5SyOGHIjM6vQ2YxWFNgSCTNb9cXIiVv7UtCW3Ldy3Gb69feqvnE9dMx5pToa10bsfwrMc/oyJ/ceTsSkChSa0uQIkj8fl+KywN96h+xCylj/ugqhW/tS8IZseRvwrnXUgFly3rVTMOBrWkMDpYJJ0PE9pniD/BTl5epqgmQeNbkY+HW19F0DbBONKQSEWtHami42IokSVgUi8F8mDVoFgXOAsZHqqNpQKOk8jeTR1Tki4ipf1z2MSurVyKhMIwLSLFajGc5zzKaeaPmCXZVROKhOk0UUnJSjKpqbGrcBESDnyWKsD1kVLzsQbKV83HZx2xt2srHpR+hffu6sHPWvyqq5gJHqyYKUJg7+BgyFRu3hRzM0Kw8esKjhoMpzZLGccOOY4zTzpiACPQuCQrtv8UVorrgKcNP4YJxF8Q5Mg/NP5R5o+ZhZNAmLq71QGBTiegbEa03mssEgx367JTqDLFtCKmqUfQnUXOnV9jL+SNWWsRqlnvsHHNYFFxyBhBTmCYmuGogYygMPwbSBiEPmkqdeRCaBppeoa9tD9bd4j4WBttADdHs7z/pe7Gi3Hqqm6EpFaPrpzvxvwtMKd3WcVpNHZz/OZHxXJ/Tu5SeaS6N9hXo0ikVu6+B9L39hwPClNqwYQOTJk1ClmU2bEiS/xyDKVOmHIgmDaAH0I0hkyIJB05voXfwjGIglrrdM6dUYqlfSQKrPdUQ6w7v+ow7zW62RAal2PQ4h9nBEYVHsKRyCV9UfEF4SJg/nPUIpneuN/b35ui/cePpM8Bsh+Xis6QRDosTnLmY3PXkBqvRNCGirUQEwvWIr57L7A+FqXXX4g/7Mcmm7sVoZQXUMGeHrfzgjDdRbKmE1BB3fnUny/cs5+XNL3PHrDt4ZN0jhhEDEA6H2J4W4hqXXUREJ84TfwcCk84V9/X9X8Lu5ZAXZUGVS2FQw4yILLpUDfEshPxCzyoWsSK2IAzr3DF0i0j6UtPwM7m3+hg0SSE1kSmV5DkzFu49YP1cMekKLp1wKXd+dSdfyV8RVsPGQn52D3RCeqShpsPdwM+wc3HYhmnkWdgGdV4F8cJxF3LmiDMJR7TErIqV3y79Levq1jFr0CxDKF8NpiFjRcVPjbeKUHhar6OZsUybZPoD+wo6I8OsyATDKg3tAVRV69u401+gRu67JFHf7iNEOwGpATQIewahaRqXT7ycFN/xfPBtdZdMqbyI0d/gCqD5WoQRLckQcXQHQqrhcHJalTimVGyKl26gWkzyXjE54qAocNJJBOrq9ptTyqTIRnq0OxDCmWoX2jV+F7jr8ElFUTq/RWJQ+0bcmi/yWym+ghvRCmy600VnoOnXTTdsc8Nn8Or5d3TduIqvhXMsJU+wWTa+xW0pE7j++AdYVrWM+765j8WVizlz5Jk0+ZqQVZUT3AqfpDtpRbB7tzRuoaS1hP9s+Q+ralaxqXETtZ5aLp94OV9Xf40v5CPfkc/jJz6O3WTny6ov+cuKv7C4YjFXTboq6b38uvpr/GE/Bc4CwRjpBLHisABrBl/CsEN+RcsnO7EnGt8j5ggWDog5IH0ILHtIvNcXdPo2JYviF3l71hisNk3TCEQqxzprvhFpe/ZMUSk2Vmh2xGyxL51F5ciCC19LKkbbGRIXzMnS92LRY6HknqIP/UOWJWMs9AdV0DPr9RS+XV/A1IuFURTLMN69PPo6lBDw6Qb6WJ+itmFXPShmM5zzpGBerXwSgNn2IawL7eFTAny641Xyco5mKnRabS8RJlnYkqqqEaQNVfIhS1aePPFJfvbpz/CFfEZl2tMLr2P0V9cQcCj8LiPIBkcq77T7Obu1kob2Gh5Z9wgAU9POxtdYgCNmYW3MVe11om/KCpVaDlCLgyLCmmZUFHT7wwRoYbdaJwh6qoomhVnq+jtrV0bGZC2MRwkwL2yhvnIlC+V6QGN2QHSaO468k/DSB1F2fgrNZcjDj+HeY+/FFXRhN9kxy2aKWj/mcJ/MDissql/Dke5T+HS3YP7NGTIn6fUKq9FsBV1k3IDetxp3Jr/YfUzd6wqKLBljRSCkGs9MTsreOaX2Zv6I7c9dzaGJcFpNBlPKGD+TOaUATvwzSBLWYJgttkMpCFah7lqEMu502PWFodOYpgJauF8xpWLlRfTgjm4nxwayEr/rz9CdaclYrYnjeZfpe7pz35kr1iJ69dBERGw5vTr7AFNq/+GAMKWmTp1qVNybOnUq06ZNY+rUqR3+pk3redWxAex/7FWp11DAqLxnMKWU3nmZkzGlAJE6Brxb9iFb5BDICvNGzYumJkRwzSHXcEKR0DBbUrmERYF644H3yg5qyQSzHW+C8dausxBikTUcGbiqWWgVhGK0WfSFnl5u1R9UDXbTsNRhmORuJkprVEBPqRRV3UyyicsmXIYsyXxR8QWflH/C8j3C4Dy5+GTOHHkmsqbxtT3M5Xlellev6PIQH5V9xLnvnsvK6pVdt6U3GHyo0PkIemGDWDS0odIkqRBwc9WepwEhAgmIxVsi2hOcUt1EKgxE0pdaNCdapKpTIlMqGFajx468NxbuPTReFFnh2qnX8tPJP+WuQ+/inNHncPH4izl39Lnd/jbKlOq5MycFCVs4uUBy3HaWFNKt6aRb07GZbNx82M38ZPJPuH3m7cY2DW4/NgoA2KLdx+rqzZ3trlPEOqU67Y/7ALpzID/NihJZtDR5At38qh9jwxvw1PGiQtILP6C9ZhduyjEpEjYpD021G0KdRhWyLhbDWU4LkiSeYVdLpMKeLR0iulD6PiRJOBmyI9sHQiptsWLekXHL9B3Sk9LRQexcT+F740q89WK8ndu+AMuzJ5K97I/G72RJ6uD8NphSkTlOZ5TprBndsPX4Q0krFBlY/TwsjDitRswRFU4BqaWcVEsqxw451mDsvr5NpIAMVa1YkDg/5WSuOeQa/nLUX/jlYb8EhA6hzuB4actL7GzeycKyhYBwhKdb07EoFmYVzsKiWKhqr2JXyy6e2/gcFyy4gJKWEqNpiytFAGP2kI5ahrHQq23psJhkLBZz3PUxUHyUSOEDsYAbc3L0Oz1VrOhIwdRt2Q2f/Sn6fUsFPHMytNfjD6nMaX2H26tvwP5lpMDFuNM7OpuKjhRsZh1jT+uVQwqSOaWSp+/p2OdMqT7CliwqX3yMcEY37hRpk+310eq5iUicW7uB0QdCQtsx6CwQ13rsacY2xwydK/QnATSV9c3bxOseMqV0rUUQaeWSJBjKQ9OGcu8x93LjtBuZVSiKsCjphaRoEsPCMj/NmQGywhMmH1Wan/tX3IU76GZc1jiGW4WN57SajEXq8G1PweuXQ21EOD99KPUe8Sw7GAKaQqu/lbK2Mtz+IBW8jo8Q41UT57iFPRanoaiG+ZfJw/mWNn7lWofHVcmElKHMUE0iqGlJQdFZfd+IY0uBdtIsaZgjkgy5dV8xw6cQxMzGho1c9P5FeIIeJmZPNFK5ExGIS7dOGLPTBkf7YjIUzermbvQekiTF6Epphn2Ql9pDPdL9gNj+7OxF6q3DouCRUwhLStdMKTBS+iyKzBZ7hK1YuQo+vh1WPkFQVfHKTtJU4SRu9bdy5UdXdlhbHAxEK6jLOCJOW39QJRRWo0wpq9Lhu/4M3d5JlmKaOJ53mb5XEgnyR4p+4K6HgDt+m4W/E3bck3M55OubMamBAU2p/YgDYpmWlpaSm5trvC4pKaG0tLTDX0lJSTd7GsCBhN/QfOhL5b3dcZX3IJb62H2HDoTUOMdPHCJl0N8Pi2jEjUNO4qZDb+qQ7lTgLOC3M3/LZRMuA+Chtf+kedZ1hCWF+Rk/NqJpu9viK5P9cfkf8QSF6GmDt4GXt7zMs1Z4VvHyQUoIr6QRUjUR3fW7jAW1nr4XCKvGPovSuokghoNR0WKIlsRGVOe7YNwFAPxlxd24/D4KnIXcOuNWrhx/PTMl4cTVJIn7V91PaWtppxX7ntjwBM2+Zv7vy//rcxSnwdvA/B3zCYQjzgJdfBWMqkjlTnGv88JhnJHhpSyUKdhSERp9HNzxDIZYEdMuEdGUagpH9UIqmz188G28WHqsUacvZiWpd7ohg52D+FH+yYzR8rhuyrVcNfmqDql6yaD3mwUbqjsu7hJx1M+jr73NNLb7eW/9Hj7ZXNv9b4GhqUO5aPxFRrsa2/28vGI3GUTTXJ745qMO+9KP89+1VcbfJ5trqWn18d76PXxTFl3wJDIX9yX0hZfNrJDTiR7S/kK9y8+7Mdfg08j5x3722Zba3hlqJV+I8Q/A14apYgVuylAkiWzTSOO4EKXLdxXlNSny/7N33nFyVXX/f98yfWb7zpZks9n0AumFQAgBIr1XERQUEBHlUUB49GdBsTwqVkR8sCA+CmKhKCA9CS20kN5I27TdbG/Ty72/P87cO2VntiSbTZvP67WvnZnb7z3n3HM+5/P9fE2T0vo9e+kOx9Cy+Ek5rELOriqyKdXf0NDFsi3NxDXdzJo0pJn3dB06O5G6upJym0OAXmbno5KDLmnzcyh6lAWBpUi6jgxEJQvvus4QK2QqpdR0wtgcXBWIwZXdopiTDH2GsO5I8ciceB4UjyYa12nevYWlW5qxKw7meU8lHNP450dPEY5pjE/Uo1HeuVw18SosioXTR53OvKp5abuOa3E++/JnebvhbSRJMrN1glACz6sU6y/bu4x/7/g3zYFmvv/e99nWsY0ntz7JW/uEoslQnvSFVELUblFMQr1X6murSyTLsBeIbHxWF5x4hfieCLtrCCps9JxMRyBKRyBKZ8yCXp2YcIyFYf8aInGNacF3kUiM9yzO9LA9AzZP8vdc6/SDArvaK8Snr+VD5Sll4gDrR1a7A0cRjP+Y+Bzxw9YXc78zM1XI/cBMsR4V79CAq0YscJaIsu0opmTGtZxVnFBFazE2+xOeUuUDTGZC8rpC7EdCYnThaABOLD+RS8dfahKoLpvKh85T8KtFXLzoO8zwziAsK3zS2s17TStRZZVPjr+dTQ1iEtFpVXBZVVzxbrx7XsC3fxv6+kTIZ/Fo8/pkLLj1CQSjcf576Y/4sG0p3WzCIlu5J+bkfF+UAqbgUF1Uu6vxWD1UqsJ3s03S2CvFseg6d+vFKEhCZSFJ6YRGRz3sTpmEC7Rjb9tAqSZRxIloiXLgtrq5e97dKHL2MmdMIkiSUJmlQZZNEtyEqxyqpov/KWTiUMIgpbY29bBiu5ggOajwvYN8f6QppQaRpMCmyuiSzFbbCSIw2lWWpvjPBlmW6LZV0aUU0+kP0bFxKf5InGgclnvOw62BlFCw7+rexaa2LH3eQWJbsy+tHzZYmGHSqpLmtxWIxtOUUpnLjmQE+ugzeQeqlIr4k5Pg45YIT0RInxgP+2DnG+ZXp383E8Lr0r0W8xhSDMuUUG2tGJhHo1G+/e1v841vfIO6uoHNrORx+GAqpfqKyc2FVJPzRCfDaByCAwgDSp35H1HkYG9HkDmjS8x97pHi7JDjKEicWdd3R/XaKdfy5r432dG1g1/6NxMY/zCtvjAnVbrRdI2dXemSzZVNK3l88+PceOKN/GH9H3hh5wtigduGJofwawo3xjVAgY5d5sDGCN8LReOm6XS/pJS/Nf1FnDF4un7K9by17y02t+4gHItTY5uDJEk88No2xrdVcI3Pxjcq7HSEOrjxxRuB3hn7olqUzhTi6/mdz3PNpGv6Pq8UaLpGXItz80s30xXuIqbHuHLClWLhmMXJ0AqgftISWP87anUFVZb4acX/MDm0ipHhpyjIpoLK7DinEnR9IeEp1RJLkkNxrXeHJhSNm+XOGMwaA/cBIxpF+sUvcPn98N3vDlhibhhH7mkP8M6ONhZN6ENKf8JlQvnx4v+DYCf/WLmX93aKjojTqnDKuLKBny/w1CoxWKjgTDQi7OcldnbV88Gudk4eW5a2ntGxTMVfe/1yaJVSqbN5NtVKU1eINt/wKKWeeH83q3Z39rtegcPCXKMN6g9GPa6ZD3veRe7aRUDpQJYkRjrHE+kUg8DxFR58of6VUiA6/m2+CK+u+ohLfRG6QjYSw0ZTzZM6U1zmsdHuj/D7N0T75rapFCaIliE1OT/A+jFYmEop4/0x72ahFlj+Q9RdrzM24sauh8BVA5f/nh//dSOjIts5hzdyKqUM0qXNL8paaUoGqTK3le5glFZfmNrSHMkgDDXK5b8TapFIgDZ/mFA0yD/f3EC5exa7d5xMVH+dIGIGdrwvACg4K9IzgJ5de7apZD2x7ER2de+iOyI8A6+ccCVjisakrX9azWm8ue9NntjyBPFECNeOzh189uXPmutUuiqZUNx/OLRQB4XNe5OpJEvDgi/AyV/M+f0v7+5ic/BC7IVnIKETkWzcOfdEJq76nggv87UQ8XdTEO8U4VLX/FUMCHIpoE77Csy/BVT7oFVSINQdFQV2diey67ltlj6XFzqzZ447YBxg/TCJ00xicPFXxcTcu78R4ScFwjuQihPgnB+Ie7z0+70nfPqB0d6WJZRStvKU8rb4HvPjf0+8lov2fcQXrD1slCT0krFIqabr/cBuUegiaiqlRheMzrqe06ryWNG17Kj0cJengrvm3MVN+1cSCnVAPMKnp97AS6ujZkhokdNKMBpnYmgN8XicVl8cZe8aHBZFkFK7kuTySC5lc/THbO1cBwg11RVjr2PUqj9Rr4eZrF3LjQumMntUKZquIS//EZs7nuVLbojqcT4T1Bm1L+FTZ2QCzVTZpGYT3rkcGZ0WxxiqpVv48qJRjCpx4FSdWX3eDBjKblXOEW495jRoWi8+z70JZn0y576GClZVxh+G37+Z7DdXFhyEUuog3x9phPIATM4NGPfz78WfZeLHRlJX5RXZI/uBx67SpZRQGEr6Rv2g8ueUxptRkHBrGoYz6q7uXcyqmDXgc8qG3yzfToc/Qu1lTnPSZDAwE0pYZGRZwmFVCEbi+EIxfOGk4ihzmTGeORLhNz2lej/vQofFDH2GPibgjPGIq0xMqhSPFub1HbuSGfiMdZylMPYM5A//ypTgh3wQXZRlh3kMBYZVw2+xWPjnP/85nIfM4yBwUOF7HYkXVsqL2pjpH4h5cqp64PYzx3PprBFcd1Ktuc+XZNGBmqmpFJT3PbthkS3cM+8eFFlh+Z7lnDKtibF1W/lb060s+fsSfvT+jwBhsFnjEcO8pXuWous6a1uEB9qikYs4ZeRikOAde5xYQgWht29PMTo3PKU0NrWLGZLJpX2nEe/VccwYPFkUC/edch+T3B+jgiWMs4vZ8vpWPwXxDgo1iUuk9Bn2f2//d9p3gyAzsL51fd/nlILndzzPOf88h7P/ebapsHpo9UNc8a8r2NK+JX2G1FPFR7p4LqM1BU/5SPxKAc1qtXhBZIvXNgbvhvLIyCrWHxLk1f5I75d0TUmSqEodVAUivQfuhxIXTa82Pzd2DUDGbShfQl00diUN3zsOIIzNGGRXFtr53ALhfxViPx3+9NBAI4RsanUBZ0z2Mqo0XQE2q7aYkxOE2KFVShkEuIIjJdPacKAhca9njy5OKzvGbxWFoox1+Af4HLS46NwAjBKm867AHiK0IUkipBeS4TJtfvG/1NX3bPO8nlf5YtPXGRURHiIN4WTZz6a2yuygN3SFkp5ShylT0sHAqLdp4XRjzwCLA9nfxOnd/xKhemMWg6OIb1w8g1OmTxKd60xSypJOuhjEoCelI26QF/5c5T4SSBrOG8SA1UmrJIjL8lgjHYEIS7pe5fstrVzgizAzeiJzQjIB2UVpWWXa7uZXzTc/TyiZwPdO/R6Xjr+UG6bewI0n3Njr8EYIn0FIZVNvnjri1AER8KUpnjBWVTY78pkh0EDv7K0Z3402ZUrdSGzuEuKShe5QNGla/u5vKHjiEgD8ajEUVPVPNtkLDoiQMvDJk2o5c3IFV84ZyXivu8/lEytyJCQZZqgJ4jimZZBSkgQTzxVhfK1bRdY1EJMa9gKRCQ8GHb5n1KsFxd0UuyyMGpujX+UqZ7yuYNUleiSdvSNnDOo4BvFrkFK5Ju5MZWTiPVDtrua7C+7lkridz0ZUrnz9N3x642f4r+b/x5m1KqNLnbisKlNCH5r7MN4r8aLRtCZIt1tOG8t5k6cyo3QRNouCzaJQ7CjgptmfBJuHykI71011MHtUKZIkocgKUkc9k3WV/5l8I1+YditXxG3JyUQjjNiT4R2aOgmXCBPaVTgPCQkVJ4W2wj4JKUiSUpZcA+u6FG/Lgn68S4cIqcQ9wEUzqqkpceRY+9AjNZJjMEopgLvOnsh1J4+mbmT1gAgpgM8srKOkYgQeu4osgU/2EJOttKoVaEjc2aVS6G+HYAf1HVv5n/f+h1tevsWMvhgMdF03s4Km9gkHg0gsOeEHSf+v+ja/2ccqdolyaDzb4ZoQPFAETE+p3s9MkiTKPMkymjPSxzA4N8aoxv+OlHFKItMnJXUw/iwkYFx4PfHI4J9lHgPDsPdML7nkEp5++unhPmweB4CDCt8z/IO8SVImmUGqf1LKSEvqsimUum1cMK3ajB/epcDfVLGPc5UiIS/vB+OLx3PtpGsBeGTTr9nof940igbh4XTJuEt4aMlDpgfI3a/fTYNP+GLdOedOvjr/q6B62K/Cg4WFPKIE+cvmJ4jpQaJ08UbTkzTyHzYG/2FuN7mkP1Iq0XE0OvZZJPcjPSOZ5rqKas6nO5BshAviYqamwj6ez5zwGfP39lA7P3zvh+ZLcGOb8BJyW93md32AMun/1P/HzAKVivZQO79e/Wtx3qfcDoqVbXOu5YVdL4LVxUzJjm3J17j+5NG0qpUiFNO3v3e2va694r83QW4FB5i1JEFe7Qv1HsjfuLDOVISkhj74w70H7ocS3gK7SaQOKBQtkUlND3akG4wfABlk1J9r5o1i/shJ2CwKYVroDqd3bIz7s3iSl2vn16apqACumD2Sa+YJojYa1wYUSnggCKd0nOyDCPM9WGiaTmviXl81p4aTxqS3JVfNqWFylfAYGbDRe6BdhO7JCiTClpzBfUToQJIk6oqEqqClJ0xc083BUn8hENP3/oWieDuzA28CEFaTg+vU9tJApsK1pSdshoP08ic5CuDMNDEGsNhh1AI0XccbaxDG+ImQ4poSJ6fPmir8QiL+NK+IzPA9fxZfL+NzTuNXY0LB6garIIRC0TiNkiCbymONBAJB5vmXMi4q85lunf9q34aKRItaldZxBkEqXTnhStxWN5eMu4SppVP54swv8qmpn8qeNc/i5LSRyUHpWbVncdbos3CoDmoLanFanFww5oJctzMNqWXPrirYUyaiBlsPDfXZeSdWmYPVUDSeZrps8FydtuEZSI8pd/OJ+aM454SqrMkTUpcPWQKAg0Sqd08vOIqSoUY7E74oBjniSvz3tySTLQwA/kgMu+anPLiDQrsFKVdInsuLBYmxuigj24oG9wzLPTZi+AiwGwmJiSUTs67Xy0MOmFV7OrfXns/H43YUJDQdCuKdXOzehCRJePQeasMfmesb3ZxO1xh0XUdVJOaOLuYT80fx+XkX4bAoOCwKp9eejFWxQskY7KrMKY5dyXIQaIdWsc+Z487nshOvR6lMyf5oKKVkWZCFBgxSStNM64L9hSLhwEDrVDRmtNc5yqSnQhDzbm8y6+UhRlpbYVW4aHr1Ya0zqZPm7kEmKZhcVcDpE72D3uaE8eMpTWRqNczS45KFbfYTmBxVuC3mAD3Oil2v8lL9S2zt2MqHzYIsXdOyxsyg/VL9S332xYPRuFmGD9TOIFNcYDy/TY09gFCGZi5r8R0YATZcSE7CZX/e5e7khF3O8L1M4YRJStUn1zEm0ovroGw8mrsKix6lumv1AZ13Hv1j2B0dx48fz3e+8x3eeustZs+ejcuVLou//fbbh/uU8siB1FjkQaFrr5jBk2SoPcX82ZCeDqRxzeWzEtWi/HDVL4lKMvPiMotL+1ZJpSI1jK8r3IUiK/zpnD/htDixKlYcquhAz6+azxt732Bl00pA+PV4ElmuxpWczIctK/iP4sMRD6F3b0DVHycuqezauZ4eokhRiULVQm1BrUkEmUhIzU0Ys5neqUKG7WvuvQ7JF0vqvSuId4p7Yi/luilX8fFJHzcz9r1Y/yJRLcrXT/o6G1qFce7FYy/miS1P0BXuYp9vH9XuaiSknB2KqBblo3bRGXtoyUNUuiq59JlLzeWdYXF8TrgcTricv77zXeJanFNHn8X8BfeCJFHe2E1A8dAtuajQY2J2omyCuD5JSr4AqmfCvg9Nr6g+EYtANEBc12mNOXpR6+UemxiQB9NNYrMNPA81jFmpgZFSonOjRYPEpCDIRvrewYfNpb60vU4vNtlOGD8Nvr3o+mjzmWcSz6kdTkkSM2epGXcCkRjWg1As5ILxnGyqjCIPX9rdzmCUeCLLX4nTmnb9SuI3U6Ez0OdgkBXOMiisAVmlCz8SViyyi7qSSmAnLT1hOgIiy6AiSxT3FTakxXsRST4pqejI1l5mttuClOpn5v0IRlalFMCYxWgbXgQgYisRbakBqzOZpc/XbBoy2zL8egJZCGvjs6mUMtplTRP/Ez56uJJEbqsvTIulivHh9ZTHGnE0vY9VT846G212l31EVnL81hm3cuuMWwd8T26Zfgsv73oZgOnl01k0chF3zbkLRVLQ0ZGlgT3nMneyTltVGYuSrPPhWBzHINSlqTPzaSForuTgzxiIddsHHvZ1vMHwEMoWlg6Isty0Pml0bpAjztJEOY0JRbExaZelX2GU5UhcJxbXmRpagyJrUDoWimrIikR5r9VlNskqu+L+7OvlQLnbRifr0dHw2usY4R6R/TCZHnIGzvwmLPwyoUicV/70EEu6n8K+53WY+wmKmt6hG50epRBPvEuozErH0aQXA82UuW3mu29aeTLTt0nu1i0SyrMdy0S/RpKg/g0xyVA+SZBAAGNOh/0JxbkrJSx/8X/DzOvgr9cKX1VNE55fsRAoFkKuKugJmO/d/mB41/SpbD3zm72f6yFEaqa98pT7ebiQppQariQFCYJdliSTlAJ4ovhzvOmM8qnqN2H7X2gNtZmJjLa0b6HWU8s9r9+T9GUFFEnhzNozs9bPVJVu8wGSUqHMPl7i+W1s6E77DqRl7T2SYUzC5SSlUvpxVoXs5HyqxQwkkzWkkVIJj9/iWpAkoqMXQUM9Y3o+AG460NPPow8Me8/097//PUVFRaxcuZKHH36Yn/3sZ+bfz3/+80Ht6wc/+AFz587F4/Hg9Xq55JJL2LJlS9o6oVCI2267jdLSUtxuN5dffjlNTenGkLt37+b888/H6XTi9Xr5yle+Qix25KfFPNQwZjwH7SllZDQYMctUf0CyoegKRPtVXASyeKQ8ve1pzv7H2Wxu34xLsXFn1Ik0wKwvkB7GBzC7YjZV7ioKbYUmIQVw6/Rbzax9IJRKBi4Z/Wm8nE6d40wuVMtQdJ0uPqRLWiu8LpmDnmU7AD56Ef50cVJuD0mTUkNRFo9kJWaMF0urL2J2Ug2lVNQuOomqrPL5GZ/njFHC3Pe13a/x5r43TaXUDO8M01/kU//5FEv+voQLn74wZzjfto5tRLUoBdYCJhRP6GUk3+BvIBRLzqisaxXeDJeMu8TsqBjPvFGqEPflqVtEJotHzoP6t5LKqMpEB3EgnlKJdWK6QkhymN5NBuwWxezEpRr1Zht4HmokZ57C/avTLE5QLETjOi6tx/x5wAqdFKRmJ5EkiQqHKIt/2/f/uOjpi9jWIULAwhnS7tSXeZFTzASmZuc6kHMZCJKeUkp2g99DhOYeUX7L3FZkWUqbYSt125BlKeuMfZ8wQlLd5aCo6EU17JfFM620FuH1iLampSecTKnt6adz372vl9FtcyzZZmXL4JepcG3pCZtG58eMUgqgZj5RKVHPyheYGQlNGKRRigrVlpLZLC0rZy6l1MpH4c+Xw7IfiqyK/3cpNK4WK7qTZEtLT5gWVShHyqONFDS8DcBK50KiUpJ0jBaMGuzlZ0WJvYTffOw33DLtFhaOWChM7mVR5wdKSEGG+sEiJ7KkiesfrDoydRBkelPFtbT7ZDSFMWtBr+3zEFATdTRngoVMDyODHFFUcCSIKKMtWvEgPHZ1uhL5zZ+Ld/FfriTYuR+AqaFVYlxsJDDJBsUCjmJG6wooVuq769F1nR++90Ouff5a2oK9PQpTUea20sH74nhFuTPEGe1uMBJPDyGVJLAX4JedrHPMA0lCbtkEz99NwQcPAPC+U5BMsbgOFVOTmQVTyrkqqzxw5gN8efaXWThiofix7jSx/6b14t48djWsf1IsS70nqWFz7or0E/dUi6x48Qh070sOcotGYbUI8nfASqmBKFuHmRRKvYcHZXA+REgdnwzbhGOirikydCtFyd8lifa4g5oplwuFbjxqJjz5y6a/cP0L1xOJRxhXNI4F1aLs//zDn/OFJ87mxj+fjD/QmnaYVJXugRJFkQxvYOOZGWGB2Z5nc/eRTUoZk3CuHOGaxiTLFe0PM/W5S8zseWl/exKZyI12tCgRRuxrFgbnL3wV9q1MrCPGmXrd6QDUBdZC9MhWkx2tGPaeabaseweafW/58uXcdtttvPPOO7z88stEo1HOOuss/P7kzM2Xv/xl/v3vf/P3v/+d5cuX09DQwGWXXWYuj8fjnH/++UQiEd5++20effRR/vjHP/LNb35zyK75aEWqemFQaE6knq85Ke1nl1XBniCZ+vOVMmf+E43O7u7dPLT6IXP5f9VdQrliT1NiDQTji8dz0wk3ocgKl467NOs6Rta+W6bdgiqraeuNKqxmBBcxwXo1Xx5zGVfFbCjEAY1KVxW1fIJq/QKUjO0AYT4a6oKlP0j+1pDwPyifaCplzBn4FBiqNV3XafdHsEoxk7hopchcb4R7BF8/6eumkfn9799PU6AJCYlJJZM4c9SZafsNRAO8tvu1rPfBILOmlE4xB8z/Neu/hMwdkR1qS8cWWoOtPLz2YVoCLUiSxMTipBy/2CkG+5tsM9JnfKMBePNn4rOnMumDEezsPwNLInQvpLqFGitLx8iQ7KaqbYyMIsOplCp1W5EkQbr09JVaHhKd7SJimoZT85k/95mSPgticc0keYz6M71UdIB0HfxRP281iMxcmdLuVMVEKiHcbyjTQcJsaywp4XvD4CllZpxKzBamhlQVJMjOnDP2uWAqaMQgfHflNJ7wiG1HxqJJcj4YZW9HMO34OdG+0/SYAYhIVrbotWaHM1toauZkQmcgYhI6liwhTEc6cirWLHZ2ej9GWLLTOvJjvTf0JNoWI1SYZHkPRbW0rJyOFKm/qZSKxOGDPwifsC3Pi0FGsAM2PZs4sRykVKwRV5eYJNvkmMUq58kARCQbvvKZB3ILsmJC8QSunnR1zgxeA0HazHLifZ9pBj8QxDXdbOeFX4+xj3iaokxDJyi72F268IDP+ViHUUejuZRSxRkTcoZnFyTvdbBdNPpr/yYmwD56Sfwe6oZN/xKf/S1oid+r4vvEYHrk3L5Prm4RdbYSUO3Ud9fz8q6XebH+RRp9jaZyD+Cjjo94of4FND1Zhj7yvYWPHUiozC3PbRic+v7Jlg0sEI7jUwppdIwX57znXWRZIiaprHXOZ5XzZDqlApj5yWQ7n9FXmFo6lQvHXpicEHCXpxNOvqYkqZRKSrnLYfxZgpxIsagABClenugD7Xk3hZSq7aXQ7A+RI3ASIY3E6O+9NQxIVZEN24Rjos1PVUoZBEkwEsdSPJaTlEJAFx6TKSi0FXLfKfdx78n3Mq5oHP6oj43BRnbG/byx7k9p66YqpQ40pK53Hy/9maU/TzEpNxDf38OJgSilrFqIyaHVwmcyFzxVUDpefLYXgJGwYe0TsOvtlHXGAaB6JxCUXShaFK1zb5Yd5nGwGPbwvaHECy+8kPb9j3/8I16vl5UrV7Jo0SK6urr4/e9/z2OPPcYZZwj1yCOPPMLkyZN55513OOmkk3jppZfYuHEjr7zyChUVFcyYMYP77ruPe+65h3vvvRerdehDVY4WRA7U6Nx4Cad2khAGdOVuG3vaA7T0hKku6m2OaKhJUrNJxbU4P3r/R0S1KNPLp/O9hd8Tpq4LviJ8WwaJqyddzRUTrui3E59tvaRiJAYldVwTsfECcXbbYPHI03i/VaKCM/jZ+V+iwGFD1/XeCohgQm7fvlOEsykWkd587d/EYMfXBGXj0jZJzcDT0BnEGe0EICaptEZ7dwyun3o9bze8za5uYdRXV1iHy+Li0vGXctbos4hpMVY0rOBH7/+IDW0bsl7/quZVgCClDFw87mIuHncx9759L6/vfZ1ntj3D7p7d7OgUhPKYwjFphruKLFHmtvKedjqnn3k9E8rt0LoNnrsjqVwoHp00+dZiEO5Bt7oACSlT9QDmbK9fFuFL5R4bO1r85vEgezrt5Its+Jo9iyJT5LTS4Y/Q3B3CY+sn85+jiFhrAy6th0KHha5gdNDqpNQOvGF2fUHdFXy0fQIR2zvs5wWzXGQSz7nqujORnSuX6bNRzo36O1hJf6piy+hEZHbcM5VmBxs2oOt6r8FKWtlI7N7o+Az4OSTUj5qrnFA0wFc636feasehB6j2t+NWwWGRCUa1pIS+vxnnzl3IksRax3xeLLySqGQhLllo9Yl2NJuJf7ZnaRju58xIcwSjL8XayqqreT/0Ma4uzhJyVDwadr2VJstPzS6XKyuncS/DwRympobqJC18L0KbWoEiS7i0HpSgjzjQrFazs3ASyz0XEJWszHFVZN/nYUKJM9nPMcq5EQIdisWzv8eyIHUSwKrI6Woro40HOsrmcb/nE8xwFpFHdgxKKVU4Mj3czrjXwc4Mn8ZEG1r/ZtpgWalfjqxPokDrBuy91T+ZOPUOamddC89dw+7u3fxs5c/MRcv3Lufjkz5Oa7CVO5fdiT/qxx/xc+n4S2kPtfP41t8CUMnZlDlyH0dVZGwWmXBUwx+OpbVtkiSZ9XZX4VwWRMQAUS4cyY+sXyAuqTxbdB3P6joP2kpo6akHBkiiLLlXhPtufk5kOAQRupdpJH7613KrlOpOg/3rEtkRE6R4SR224OBC0w2Te4t65EwipN7DEtfhHx+piowiS8Q1PZFFdBjgTpJSPllEEJR7bOa4JRCN893yU+ne9QbOWV/g4m2PEoqFuGHqDVwz+RosslDN3jP3Hm59+WaMaZblzSsxconrup42CdjaE+m3Hc62vC81POQI30so+w93aGYuJK04sj/vco+N8kQWUd1eBNf+OfuOrO70MWTdIlj9GHyYIAerpsMFPzPXsVlUupRiHJqfSPd+bGVjzX7vkXqvjjYMSw2+4447uO+++3C5XNxxxx19rvvTn/70gI/T1SXCnkpKhHR55cqVRKNRlixJhmJNmjSJUaNGsWLFCk466SRWrFjBiSeeSEVF8uV49tlnc+utt7JhwwZmzuw9oxkOhwmHk0xyd7cYWGiahjYIY8kjCZqmoet62vkHIzF0dKyKNPDrioWRuoXJt15U2yuWt8xtZXe7n+buIJqWLt1/b2c7f3irPi3bjMOi8K/t/2Jj20acFif/Pfe/sSv2xPlIgzLyTIXEwK4pcz2HRUJHJxCOs6ankMKuELdbPPxvzTlcO/kTfLh2CzFNIxLTeXtbC098sJfbFo9lXLGM2WTpOrqmwfal4rcRc9AtTiRXuTDUfPFr6Of/1DRJBqEa0RMdysCG5/lis6gn3UoxoVjvcqdKKnfNuYvbl96OrutMLplsruNQHKDAjPIZgMjO54/400IYA9EA7+8XEvv5lfN77f+K8Vfwxr43WLZnWdrvozyjeq1b5rLS1B2iMSAxzuqBqhlIbq8ZWqAX1YKsIlkcEA3ie/hc2nwRYrId60X3M3JSxqxtsAMJ6Nad6OiUuazmvfHYLWiahlWV0dEJReLm+fjCUXR07OogynMC+uzZRLq6sMOgy1y520q7P8z3n9+E06Jy51njc6aYl+yFxOIaTq2bUSUO1u6L4AtHB3W+vqC4TqH60NE0HYcqI2PHro0grMV5eet6PjXeRziqoaNjSanjxr20qnKyzFjE/fSFep/L0i3N/GtNIzNrinhrWyt2i8LdZ09kRPHAMvK8trmZt7cLdZFFkVBlUcdC0eSze3VzM397fw/xBDHlsqqDOkYmXt3UxBMf7EVL7K/Mbe19/bK4J3Y197X3wtonkNb9nd8rQR7b+WfY8w/imk5MsqDrEqXRMPrvzuTOHpn/LbydNXvFscpTjp8NUpsgfZstVQRl45p1mrqDVBbY8IWMZ558ZhZFMq/FwN6OIDo6isyQvqsOpn4MFGYZzFIf/Fmu30TRKNHOdtSLdhewyLCw5zlmNb9DqPXn6Oic1vM8+mP/g37uj6FwpHk8tWcPObQqAOiucvOam7qDhGUbEYcXxb+fuKYTkN34FA+gE5QFYa/Kg2+DDiVkKVnuA+GYaEMVcf3/859NFDos/L/zJvc7CDX6DLIkoUii72DWZV0334Eh1YMeTm93jmUcSP1QEs8kEotnv0f2omSfonyyWbZBvEdAJM2gbYe5nh7sBE1D2rFUfJ96KdLGZ1DatjLSuk2UA1lFtxX0e56l9jKcFieBaIBwPMzogtHs6tnFlvYtNPQ08KvVv8IfFZNFD65+kAdXP2hu66QGL4sJR2N9Pn+HRSEUjfPVJ9cmj+uy8Y0LJpttXmPxPPSmp8T11J1GbJN474kbAZ//y0rK3TbRV+innTVhdcPYM5ASpJReMy/7/cil6q5bhLTiV4KY2i9sDfTCUVijvfslfSEUEf0+yxHUXhTYFbOtsChD8x452PeHTZXxR2I4LMN0n2wFSIh2My6JZ+q2CeuBcCzOXX9bzS/H1lLAW7Di19wnRWmUNM5b9zKMvwJNVfjDWzvZ2RrgXP10/D3/5GVXnA+6ttPib+Gpld3saguweEKZea8j8Tgd/jBFzuxt8O/e3MnutgBfP39y2qRTKGMcV+IUw35jv6l1otiZzHzcFYyIzLVHIHwhcU0ONcv7Hih1WSiLNQA6WlEdmrWPjKqp29edhrT6MfOrPvE8UseZiqTTrRRTGd3D7154l9aRRZS4rLT7I3ztvEnmRMJQI9v4/GjDQM99WEipVatWEY1Gzc+5cDBMo6ZpfOlLX+KUU07hhBNOAGD//v1YrVaKiorS1q2oqGD//v3mOqmElLHcWJYNP/jBD/j2t7/d6/eWlhZCoaMzzlTTNLq6utB1HTmhTtnX0kk4HCEe8tPc3Dyg/SidOymKhtEsbjp6oklPgwTkWIhwOMLe5naaS9Of9+sb9+MPJu+fKkuUWaP8Y8erxLU4F4+4GN2n0+wb2LkcCgRCMcLhCOFwhF98EOLrus6oSDcT9QX4O/xosQjhqEbD/mYefG03AL95bTNfmxGmMCbqALEo7ft2UrjpBZRYlJ6SmUSam7EVTMIdWwZA+P2/4FsgDEB1XafbHyCuA7rO6DU/I5joDHVJBZwzzpX1+ZRSypWjruTv9X9nunt61nUK1ULaI+18Y/k3uH3K7dgVId99s+lNQrEQVY4q3GF3r23LKOOSkZfwj13/QEZmlHsUe/17OaX4lF7rqlqYcDjCnqZWmgtFw2SvORPXuj+hyxa63ROJNTdTJDtQYt30BKNouoYcD9Dxzp+xlqSnjLY37cYVi9Ku2QjHIxAJcO6EAp7b2MYVU8tpbm4mGgoQDkdobmunuVncq9aObsLhCJGAb8Dl2YA2Zw5dXV2E2tvN+jFQjPZIrN0t4vfD4QhvbtyDY2L2jJEunERicdyhZlBEWeuIxwZ1vnvaRR1zKaq5XbBHlFlZKyIgx5Fo4tevrCOUUJ10d7QR7hHXtWSsh5e2tPOxMU5zey0i9rm/tZ1mT/os7x9eF/5UL3eJAUggBO9/tBdLXboHWS68tXkf4bC4P0VymObEubZ39ZjHf2vzPgKh5ERAOBzhrU27WTyuOOs++8ObmxsIJvZnUSS81qh5rNPr3Ly2tYPFox00NzcT8ony294d7/c5FK5/lg1aiL9YQ+gUoGtx0BVsWhVIUeZFIKZH8RBnevdynnVfgVWRKLdE+tx3YdNHqLEoI0bWQVsUj02l1R9l295mqqwRWjp7RLsU6DHLe9DXbd5XAzubOghHNMKBwKDrQF84mPoxUIR8ogy2dWm9zr2xXVxrPNhDc3N650fRPBTFomhNW+hoagJJwh8Mclr3vwGQ3nuYWOhCTup8mljUQviNB/HN+zIhX5BwOIIS3k7MaLsBXbYiacn72qUXEkucz+7mTsLhKAHPaFw+MVO7X/ISDkewqzJjyxxsbw0yt1Id0vs/FJg/0sn7u7uZWiLR3NzMSDds2y+uszkc4Z3Nu5lT07cHVLMvYl5rS0sLIb8ol60dXTQ3N+OsPQv7rqWsKTyTcHuEaGhoy+GRigOpH8GAX5T3jk6am7Nv4xp1JtZ979BVdzFayn10xhQcsSjBlj1o/jCuRPkNN+/Ev3cHxfXvIOlxOr0LcTVsIrp3DXNDr4CuEVY9dLb0thDIhtnFs1m2fxlOxcmt42/lka2PsKFzA99641t81P0RqqRSYiuhOZQ8N5fq4rTST7GvVafO3bsup2KUR2Z/R3ob1hCO8N7mPfgjccLhCAGc+KtPxtK0li7vKUxri7GxKUBNkY3NzULluDfRDkrhHpqbB57u3l21AEvLOjrLFqAPspy6vbOxNbwDgGYtpFOtIhzwJepDJ83N/Q/4WxPtWiQUPKLqyaRSKzvbg9Q4Btc3yYWDfX/UeGTq2+OoER/NzTmUrUMMj3cWoYbNbGAC4XAELRKitkBmXWOQMLAt4GR8ot5NA6YhE2/bTtfW94iVTmLpRvF+GOf3c3FQYYdFY4cS4Qdv/w/7d1yChMRbeiTtHb5ldyN1Jb0n4mKazvJNYn/vbd7NBG8yWqGts4twOEIopd9bV6SwqSlAkUPFFku/Z3Y5Tmcwxpb6RmpL7BxpiMY12nvE+YZ9nTRHe7KuN0FpQpYg6vTSM9AyqhdSUDgOS9sm4k4vXc4Jveq94ixBC+q4wi2s2N9p/v7OpvT7PpTINj4/2tDTk/05ZWJYSKmlS5eyY8cOCgsLWbp06SE5xm233cb69et58803D8n+U/HVr341TfHV3d1NTU0N5eXlFBQcncadmqaJ8LrycrPQh2jDZrMybmQ5Xu8AB3/da5FUC1RMwFvRW5pdXhLB1hDE7nTj9aanYg3ordhsVm5eWMfUEYVYZAlVgR9v24kiKywetxhv0eDStw41SuIaNltD4psVn1pMQbyTWmsXXq+XIlcDWiCKu6gYm20/kq5ht1kpkZrFfUmgvGcjUrAJrE6Kpp8rZua810HtiUjPfgm1bS3OYjdYnETjGqp1DypQHm0gpkvIkoQqyyw6cSzS1NE5z/ez3s9y4+wbc4YqzqicwfK9y1ndsZrlHcv55JRPEtWivLjmRRRZYUndkl6krYHbvLdx/czrUWQFh+ogrsWzHsdbGsbWFEa1u5LP3PtZmHctyAolqnjxSdEeUC1oxHii9PNc0/4Q3q51eEsKQU2RHNdrSKqFiLUEm2TFW1bCyWNLuWSebobvlRQGsTWHsbs85jEttk5stigVZSV4vaU571k2ZKsfA8WVXi8XzBnLCxv289y6RiKyvVfZNzFyKj0bXqKaZhzVZby1y4cuSZSWlZvXlhMJ346mSDc2m5XSAqd5HLsnis22H51SFGxohOnUOrHZxH0YWVVhTgp83OvlygV62vFKivzY2iJp99OAzbY77buka1nrd05Y2rDZ4tx62lhm1hazek8nNlsHqi3lPqmt2GxxPnvqGOrb/Ly0sSl5H/VUEkIakPGrlNjfLYvGMH1kUdrM4rVeLx8/JXn9sjOMzdaEJsuUl5fnnjzRNaRQE0/YYkiOIs4dcwGfPfGzbNgX4Pdv7qWuzMm4M2tg34eUvnovV9p2cv6Vs7FaLH2H02lxpGAzqBbOPv00lrgq+eeHe3lpYxMxxSHugdqCzaYxsqIMr1e8gyoCKjZbZ9quYoDNBiVFBQN/PgPAwdSPgSJuC2KzNaPLatq567qOL7YXm83KxNoqM8uriZICpDesoIXwFljBUUxs55s0JJ6jq2cHU9iGqsioqgW1ZwfO8jKi1jA2WwslgWbUlLabmrlJk1TFQsnEkyEh4ffH92KzSTgmfAx5vxiQtttGMGt0GbefOd4MM+m3Lh8G3HyGl8+knNuNXi/XnBLj8ff2sGJHG1HF2W+ZCSp+bLb9FDqseL1eyjslbLZurPbEtmd9FbS70Vc3YmvYT1lx4ZCWwyMVB1I/iguD2GwhXO4+6urZXwddpyyzTSqvQdppwaPG0eNtZt9DJYjTvxlJkaFkLKXjZkH0PKKN65gc2oBqVbCV1Az4mXzL+y2+HPkyDsWBRbGwT9vH5lWb2e7bjiIr3DD1Bj4x6RP0RHtM8ZJDFesOpB588WwvvhRPxUffrmfVnk7iFidWVcdm66S8pBDnwu8BUAZ8cZSOpgsVy09e3srm/d3m9pNqq7HlShGfDRd8H4DyflbLiot+DJEe0HUUi5NyxUJ5ZyM2mx+rwzWge+xsE9dYVDCI9+kw4M7zytF0hqwdO9j3x1Cfz4Bw0f1srG+DN+qxARUlhVwzr4b7nt3E7o4AgaIJyfdG9QyRNbp5IyXWOHp5udlvqvS3IksSn+5W+bZN48O2Dym2jaeYWcgWOzZbchJQs7iz9l1besLYbEJBVVpShLe80OwHWew92GxhykuLzTL01QvL8UfiOCxKr3tWU95BsKkHzeoadD95ONDYFcRms2JXFepGVubsj501IgK4YNSJFAym7lz5MIS7UaxuyrONZ+ZOQ3//PUbEg+Y9B7C6CvB6s082HyyGo391qGG3D4zgHDZzlfHjx9PY2GhWiquvvppf/vKXOQe8g8EXvvAFnn32WV5//XVGjkxmPKusrCQSidDZ2ZmmlmpqaqKystJc57333kvbn5Gdz1gnEzabDZutd2y6LMtHbYEBoVRLvYZWXwQJCW+BY+DX1Sm8aigendUPyGZRkRApiDP3aRxvVJmbAoeo7Ds6dxCMBbGrdsYUjTns99cqC58Mw2+rRa2mIN6FN9aA/NEL3L7rPkJxGbnxh8wIrOT8zsdwtoDcml4hpTfuFx9q5iLZU4jM6hlQMAK69yH98Xy48OdES09ESgjwp4ZWJYxkJWRZQokFemebykBf9+zmaTeztXMrDb4Glu9bzvUnXM9THz3F9q7teKweLptwWZ/bF6Sce6713DYLEhLBqJa+jj1DUqtF0REZc7bZTqRbKaY82o287wOoOzW5XiI7oV/2IOkSDquSKLfJVZzW3uUsEteRkLBb1cGVI12HYBA5GERO1JHBwmWXGVHsREKi1R/JvY+SMWi6TnlsPxWtr3Jn0+94rOQ2QrGZePqSUq/9O7zza9A16jQrF4anML1zC3LnQ1BSh9sunoGEgp0KAuymK74PN2VYFBlFSbx81z8Jq/+CfM4P03zN7Il6G81SbyWSnYK5/qWc1fUPCl4vQK7+NTStg9WPw7k/FGnGsyAYiSMhUeyyIsuy8PZBIhJLHisY0ZCQKPPYiWp64j5Gkdc+Ae89nCSmrG648Be9PNkyEYjGzf3Zs/hQpF6ix25FQpAJMR1suSTaXQ3E4xE2qnGQVa6YcAVFjiI0PYqEhMduRXYUQt1CsHlQw50U/PkcuOIPOe8NAN17QYuCakfyVCHLMhUFDnEPfKIsBRPX47ZbzHtm3MdssFmUoWtLh6B+DATuxHMIxeJIkmR2RruCUVEuJYlyj7338a1OYVba3YDUuQtcpVh2vY5hGqYEmjkj+iyynLhbvmak351JwcWPICFRFNoHLpJ30pEyQeOdgpSoOx1+kRlVlmSKJp+Gb9l3AQjLTlx2C5aEv9KR3EXIPDe33Zpot9pp66vdSiCqifbAKF+OLO0wsmy2xUNaDo9UHGD9sKqKaHf0vt/hWWGU0VAXUiyY/N3XjFT/hvg85nTRR6s7FU3/MRJiUC+5y7N7OeZAUYpX2KKaRTyw+gF0XWdC8QSumXwNiqxQlJqhLIGBHsLoCwJUFTlZvaeLNn9UZIlEwm2z9Lo/xlCyrszFlv09if1YcNiGORwpJfs0JN+j4djAFA9xXdQnq3rk1ZMhSxczRO+P4Utfk4TbaTffsW67BUVRGON1s6cjSAPlzDFWHDkP2rZB80akYBsRXTK388YaAYmamMKVIZm/Sh3s458UMoU2vyXtHZ6r79jqF2OnK9p/y+inNiJ7R8Ol/wtWl9nWOizp/d4CR/Y75vXY2drkE/2rI6zMAbT5o4lxqT3ZbzXw2ndFQhOLM5k5r6Ru8C9dZx8iDE8lSBIn+N/hxkADfyr9EjHZSmfw0N6vzPH50YaBnvewXV2mSe3zzz+fliXvQPf5hS98gaeeeorXXnuNurr0bCSzZ8/GYrHw6quvmr9t2bKF3bt3s2CByEa1YMEC1q1blyZBffnllykoKGDKlCkcrwhEYqZp36DSvhpmspnpihOwmwbU6SFAvnCMYMJg1cgA1h5q55tviyyIk0omHVR2oaFEqhnyPstoAEb61sHaJ1DRsOoR1E1PscD3CgpaUrghq8JIz/hBVmDKJek7lyQ4IZkdkvVPJlNy6zpTgqKh3W0dKwzSZ3/6oK6l2l3Nb5b8BlVWqe+qZ1f3Lp7b8RwAn532WUrsB8/8JzO39WPueeqdxBQ7fyy9AySJrbYTiGk6NG9KrqPr0CBCgFtVQWhnM3TOZnSeafg4YESjSPffj+vXv4ZotP/1c8A0kewrtW9xHZquUxJrpmLtQ7j1Hpb0PNn3vdM0kS3EIGYiAWYG3sYd6zQNG1VFNu+JE5GOvi0u7quR7Q5Ng9V/Ednj1v8z7RC2HPU2EycG3kNGR475YcNT8NYvhaH9W7/IuY2ZaTNRr6xZjpU0tlTM+9jaHUi/boCIDzY+3ec5ph5zIMaodotsEiDZTLZNdNRTL2kEZRmnxUltgQg7NczhzWMpFphycXK7Tf/u+wTMNrXW7FylGpKmnlda9r0+ElQMqffBENWP/mAYHet6elti1KdipzX3dRmZyhL3UuqoF9J+yUJc08SkgiwJQ2PjeDteRNGjjA5/JLzHqqaJzu7M68SfzQOn3pk8j8SzKHNb8Xg8vO3+GCHZwYfOhWkmzUcbBtRuJWAk5LBlZPDLbDeM9eyDUa0crTjA+tGv0XlfMMiQUCd0NyZ/D7RCUyKxyahEdmRnCa0ekUFOlqS0bJKDRYm9hCWjllBoK+TueXejykM77230DZt7QinvjdxlKFu6+8MJIxtlZKDZ9+JJf8djFsP0/jgUSO0/GOXQyG7XFNBhzGnC6H7yhaY5Or5msz1U9CjFMZHwp9EyiosCCtVx0PHRwLPsDYns3AUOQabmaoNbesKUxJqYHFol3lWde0QyA1L6vZaBlaHBtPeHA7kyaRIJwNaXxXjBIKTcFVA2YWhPIJHYRJZgRLSeieG1aeeVx8HhqG7pbrvtNv785z/z2GOP4fF42L9/P/v37ycYFDNDhYWF3Hjjjdxxxx0sXbqUlStX8ulPf5oFCxZw0knihXzWWWcxZcoUPvnJT7JmzRpefPFFvv71r3PbbbdlVUMdL2jtEXHMHrs6uI6jOYCqy7rYHHBmpJk2KnShw2IOph5Z/wgNPhEqd2LZiQM/h0MMty15PzY7hBl5VccH0FFv8k3OfW9THttPHJm/jb8frv8X3PAcnHUf3PB88vuo+b0PcOIVQu0BsPsdwgEx01el76cs1kRcUvhryed5ZtYfxUDpYK/H6mZupTAT/86K77DPtw+LbOH0mtMPet+QkbGwL0y5iG3n/Y09tnF47CrNlmqhTkmYPAPCCL6nEVQb22yCNM5GMpmDoZRMdEZHwD7Al/NQw3iJdgYiOTulurOUEHZkNDFrKEkoetwkiLOieaMgfixOOOu7pnm3LEkQS74ojedQhCgzXaxDI5bs8DZvEIQUQP0bEE8e0wh56DOVdULhlfgIW55PLmvdmra/5CY6QTNznDg/e8axNE03CWunVTWzxTjaNwojX5sHPvmUqFvGuWu5ySNNE0azAE5b/22bJEkmseqPxAR5l83gtn0nG6UYSAoTiyeaJLpR7tOONe9mOPMb4vPO5X2bu7bvFP9TiH5vSscxEtOIJgaurpRjpNaLzJTi1iMoxfhAkUqs+lPakuYe4UPY56CzOOFLZ7yfgp1IksR7rsWC+Aai9lK45CFYdJc4Xv1yJkY3YtXDxB1lcMEv4IZnoWiUeH7X/zu5X9I7y1ZFZlnhpfy48id0qmXDmvFzqGEMsgZEShnZPC3p2Twz2w3j+9FYDocLaiKsJqr1ZbOfA4Z6KdAm/gzEoyKznCSntSe7isT7X5YB9wEFq5n46vyv8o8L/8GYwjEHtZ9sSB0w95cWPnV9GGDmvUOMZH0YWPa9aMxIWpGvJ0ciUt/pRia4tAmjj30HPv4Y2AvAlahX/maz/SuNNSGjE1Wd/K7sHppt41kYUZH1OK28zU4eIch+RpXY0dH7JKWmBAWBZfT/2L4UNI1wJAa6PuDJ2MwJryMN5ns2tT5rWlp2XQAqT4RrHgfLEPtipWReBJgUXJV2XnkcHIatpUuV26f+djB46KGH6OrqYvHixVRVVZl/TzzxhLnOz372My644AIuv/xyFi1aRGVlJU8++aS5XFEUnn32WRRFYcGCBVx33XV86lOf4jvf+c5BndvRjhbfADr6mYhFIJF5L5dSKlcntdXXm/1e2yIY6LFFY7ls/GUcKXCmpCFtUkfQpnoTIXXQWDCDNtVLJDFI3G6fQjNFYC9MNo5WZ+J7H5nDqqaLML54hJK/XUJNeBvTo2tQZInttimEZQcu+9ANdK6dfC2SJLGzSwyA51XNw2kZGtM+g2zw96UySaDVL8jQ2lIXPU4RihttTSGldiwX/0edhF8Ts0fZFCGZxAakzuIfntl5j03FZpHRdWj3ZzdbDcd1mlWRelqQUhCVrH0rpXYm7snoU6D2lCQpJQPd+8zVDMLCzVhUPMQJ4GNr8n7sWJZyIj3w8jfgz5dD67YUkq83eWJPDAoK4h1Y9TA6ImQpDdEANK7utW0gEjf5HaODl3msQAqx6LIqFDutKLLEpMCHglAYfSo4S2DUyaLzF+zMeizzmCn7cw6QcDdIBXXt4/C7M+HRC5NkEfDXzX/lys0P85gaAlllatlUc1lOVVbdaYJQC7TD/rVkxYf/Bx/8QXxOaVNLXFYkScy47+8SbbUkkci4KJA6M1pVZE+z2rIeQSnGBwOT4E5pS1p9oi71TUqlKKV0XYQ1SbDWMZ+wLtqRzooFotKMWwKqHXoauar9YQD8IxaKZalq3Yz+SyopJUkSrpRwW9cAyM8jFcZ97QpG+x1MJ9WoRgrt7O1GJnmVR2+oiihfB6aUSoSf+FuFklRW0sNOC6rTfBq3OWehIR20UsrAoVK1mypZX9icqMmVFh7SB65lnr4zRw4HbFkU3H3BmGzIk1JHJlLf6QaJXJ5J4hvvCYOU8rWYz788JlSM8cJakCS2K2OYH5KRSbazm/khf2++hU18n/E7H4AnPwuR9CijsWt+zOk9QnG9q+o88ePuFfDb07lx02f4fMu3sesDI02OOqXUC1+D354OT9+avuKk89Pf10OFxHM0SKnx4fVYtPARS+IdbRjW8L0bbriByy67jMsuu4xQKMTnPvc587vxN9h9Zvu74YYbzHXsdjsPPvgg7e3t+P1+nnzyyV5eUbW1tTz//PMEAgFaWlq4//77UdWjd2ZzKJBTItkXOneLDpDNIwaJWWCoVDI7t5nH6450s6dnDwD3n3Y/hbaBZfIaDqQNZCWJ912niVT1ksyuyrN433UakZiGhsRK56I0QqEzEOHZtQ08vWofL6zfT1N3iKWbm2nqDvHs2gZe2rCfUDSeFsanoTMptJrK2F5UWWK7TUjth3L2fUrpFD415VOA6FBeNPaiIdu30wzfE53IDn+EpZubxXUm0OEX9+Xt7WJWt8xjg6LRAGjdjRBNZGVsE5neGDm3T1nykIbvDREkSTI7LI+9uyurWioQidNgqU2sD7Is4dR8Zge8zRfm32saeGVjU3L7lHuCLLNh5MeBxEuza6+pUDLKi4RsqqU6WCPqpKYlSanChC/frrfFoOatn/cZvhfJ6GC1qpVsKT9bLFQsQkIN0LZdLPeFWbq5mWhcMxUvFkU2O97Gs4vGNTRNN2fEraqMqsjIskSp28bIyE66AlE+ZILovCsqVM8kqulsXL/K7ND3useJ/dks8oDD2FxWhYjexPKP/sQeovw72kps19sAxLQYD699mLaYnyZJDADnVyUVkDln9BUL1J4iPqcSggbiMVj3t+T3kfPMj6oiU+ISg6z6NtFBdVjVtImeVPLVZVUpTkklfbQOcgxy59m1DWiazv6uEM+sEsRr36TUaPG/o14QpPEIsiTRpZTyjuNUwpKdrtGJMmtxiA4tmCF+bSOXZN3t/q4Qy7Y009AZ5N9rxISMoSxKfd5Hs1LKbVNxJK7FIABzIZLRxhpKqFZfmNc/akHXdRo6g6zbK3wBj4vwvQOEmgjVjWs6ezsCPLN6H29sbellhZEV9oz+kqs83beuKD2jbYfuYo1zAZq9GCqmcqSixGlFkiRicZ36NpGBqy+llNFGAlgz/WcOA2wp/d9dbX6eXrWPt7flznQYMUmpo3MS4VhHNtW9OYYJRs0+7vYWH+u6E5PS/hZTwV8eFX0mS5lQFe7WvZSHYVIkfcJakSXCtPK29DaBhg1sf/Pv5rL67VsoaVohdi17eM5yFs0FIgN9KKYRjeuUxpopbHpnQNeUquh/atVenl61z/z7oL59QPs4lGhJFTC074Rdb/VeqWCEsEo5FFBtMOokgq4R+GU3Fj3KuPB6Wn0RU5yQx4Fj2HpK119/fdr36667brgOnccBwOh8lg1G8pzqJ5VDBZeNLAAx2DaOp+kaG9s2AjDCPeKIIqSg98zc+67TcZ5wAZ86uQ7fymbe7xjFGsdJ6MhEZRuWlFn9Z9c2snRz0r/s7x/s6bV/iyJz+iSvCOPT4uhvPEB5rJFCKYyqyHQrgvArdAytaef1U6/n8vGXo8oqdnXoJK+mUipBzv3oxc00d4dp9YW5ck4NAP9e28DyLS3mNlUFdnqCZQRlF/F4FLr2QNl48It7p7srzBd7NpIpk/zUdT05O3+YlFIAlYUO9nYE2dDQzTs72lg0IT1Uwh+Osck+k5OCy4TxrCRREOukOXHv/rFyL+/tFB0Dp1Xh5HFl4EuUpwT5s7bsfP7oW8BPAl8FLSbuXUldWnkpYjqtvEUXa1EVLRm6Z3XBybfDf+5OnlTbdmyyeNlm1ttYgjgCQUopskSLWsXm8os5/YrPC+Llg0dgzeMixBD4n/9spsMfwR+JcUK1qNupMnh7yvOJxLVenlMAVQVWymKN+PQYf91mIVrbzrzRpUjuSho7g6zdvJXtlfu5cHp1r2fgC8d67S8Nut6r/bJZ4uzhAX6jdvC/iUXWhjc4e+a1pqLTCBk8b9SZTC1NDuyM47mzzeiPPR0+ekGo3U6+Pd2Qs2EVhLpBscKnnhEKyxSUuW20+SLsbg8k9p9erlPrhapIVBbaTYXe0UqSFDos7OsIsmp3J2v2dvJaSltaVdhHm1U0SjzTUJepcNMVG1HZxsuey3jZcxlf9KaY459yO8z5NE+8uJnNbVFucYzMuttvPLPeLP8GKhPnUeS0mCq2oW6rhxvlHhu72wK09IQZUZRb4RvKaJNTSadH367HpsppzyxrncgDSAnfi+v8acUutjf7AKgucjC23N33xhaHGDwZ4duuMqHM3PuB+F6Sbq/QE47xbOG1TD53EoXOIzeDtKrIeAtsNHWFzImaImduBVTqpMPI4j6U6cMEo+8Rimr84c2d7O0QViMji52MKu2tTI8anlJH6STCsY7USaCyBJnjsqk4bSqBcIxWX5iRxU6+/9wm3PEefhTTsAXaCEeiSLpmTuS5K8fhiaq0RKqIazp3d6h8o+J6dki/B8CqWAgTY6U9zjOdQcpXLcM6/QpqSlyseOWfLAAaLKN4pOwraF0SX9Wv57uX1PLAq1uZEn+Bhb4XKWh4E7QLxXuwjyglT8r5P7umsdfyH1/pTiN7hxO6rqcLGD5a1nulU++EKUM3qZ4V5/6QtWsa6Fz+K07xvcyU4IdscsymMxCh9AgIEz6aMWw9gkceeWS4DpXHEMDoXPY1C9ULHb29TzJhhu9lyPl9CeJmY89rPPjPPxFPDPBSw2COFJS60xvkS2eN4PSJXrConHtCJTZVJhoX2cJe3dRENK4RiWlYVZmOxKDQYVVMn5xMdAVTzB4rpqDrYsDvkcVAZ9rE8UwsquaUcUOfrtVt7aezewAwCIdQJI6m6TR3i5fKun1dJinVFRDXPKnKw3ivh1PGldHYFaRZraJK3yUGkmXjTc+jqL0MXReqqmwmoMasqFHOonHdDBM7nCEjl80aYc42NXYFey0PROLssY41pcGyJOHSejjh1U+C9zc0Jga5AO2BiCBQEmSPISv2h2MgSUQ9oyC4Q2TELKnj0pkjKHFZsFsU2nzF/Gbb/xGjhydbPs/lm5YwDoRyZ+Tc9JOKBiju2gB4cnrDAJxa5qNYs9AiVYnfbYmyZHiU+ERWU6MOrNrdSV2ZS5x6CkliUSQkSVxaOKqZCrtU0uWqSVasa3V8MQsblJW8veInFK9284PKM3Hr4NE6WbuvKyspZSgXsw6I1/5dmL1f8LO0gdvWyDOEacUGSJIMusb7Xds4G1i+dznocSZrCidj57K5d6ft0ghNztpZGTE7PYSvZbMwma+eCR+9KNaZcHYvQgrAnQjfNTppmURTJll71Zwa3trWituucuKII4voHyiumlPDvf8SRs2NXSEaOkV9mFFTxPSRRbk3tNjNDHw8cxsAJaVePjalgriuU+iwcEJ1xmDc5kFxFhFv78wZepxJSM2qLWZa4t5ePWcUb21vpcBuYWrmvo8ypJJSfSGpXk0P3zOwpamHfZ2i3VswtpSJFRkZWPMwkRq+Z7wfIdF+9mf7JEnCVyrR5uLyigy2b/wk8b3MXFXXdTEpKEmUuo78AdVnThnNezs70NEpd9sYnYXMScV/nzuJ+rYA00Ye/jbPaJMjMS0tLLOhK5iVlIrkPaWOeNx51kSae0JpRHG528aucCyNxPfLHsIa2HQN77Kv8PXGNYAYT3hqJ3Nz3RjW1rvwvGvBFg1SrpWyI9HlufHEm3jn/ddZo73O/xXEuL9lPSWPnUOsrJZJnaI/ubviTDQtsYEksS9ooSliI+6Yy0X6UhyN74kwt6JRcOlvxARkFkiSxC2LxrBmb2fa729vbyMUidMRiBw2Uqo7FCMSE8mjSl3WpML8xCthXUI9VjRqWM7FZVdZYZ/FKb6XGR9ej6pF8IfjlA79EOq4Qn6aKo+syPSGGBD6ybwn9pc9DKgt2MpenmbLvhXmrJAiK5w28rSBH3+YkBomUlFo54JpyYFvmdvGVQmiRdd1XtvclMgWFcOqWk3Vx3ivh7UZjb6BtHtTVIum6xTEO3HEFSyyjXNPmtYr1fCRjNRwxzQ/n5RBdChxzYvGlzN/TKm5vME6mhNi9bDnXRi9UHgdARF7KSBIqWxlNCmT1xL/k8c9nLOOFQV2rj1pFH95Z3fWAV4gEkOXZD6ouoaR0f8gy4LAUSLd6Cv/SEtPMmtbIBwX98OcDS9P7ENcq1Y8WpBS7TthzGIqC+1cPVe8sF/Z2EQ5C2nkPyDBWy2rBSmVCAFk3s0ic5/bC5178HR/BMxOM46H5P1VJZ1J0U0EZYkGdXQ6eWUafLb2Cj0JZDEclyQJm6oQisYJx+Ip6yTLS2W8EVxW3qWARukV7LqMP+rnB42v8g1JpzDe0eveNvgaeGXXK+xs66GRNmJRG3/bsoF5lfNY3bKa8+vOx7LiVzQSZ+XSrzFlyfd4Y+8bBGIB1ne/jEWPMkKTaLQ5IeJjW6QDNI3VzatBi3Nt3M7JJVPSOnuapvfteWSE8H30Amx/FTb+S/xuEFIgMvdkgUHkGXL2zAmEzNDEmhInH583PB22Q4WaEicXzajmX6sbaOgM0hkQ9/aGU0b3H4pZd5pQ7CXgKCjt9364MkKPU5EtlPXTKecxqtTJqNKj+34b6OWTkgNJNWp69j0D/nDcnIz55IJakfEwj6wwiIiYppOeiXRgJtkUjUqSUm6v8JSadIEId6lL9qs6A1FicR1Jkg7bYHMwGOf1MM47cDJzfIWH8UcI+Zna/5VIlv1c9cogrizHcva9oxxTqguYQvqkQ7nHxq42Py09YUKJiVFdkulx1FAQ34etfRM9CEW/p6QKvJOYanUxtboQGiYR2P8Rk8P1bHaeQETezwVjz6Xyg63sj0k0qTqPFcQYoYQY07WdifE4siwzZcF5vPxWMtqgITGBGS2spaBqfjIjXedukZlvwtk5r+mEEYWckDFxtbXJx572QN8ZiPvAxraNdIY7Obn65APaHjIy7XbtEmNOxQKzrxeiCF9TWgbdQwmXTaXRMgq/7MGl9eCNNeCPHDkJuY5W5EmpPLKir9ConOgn8x6kkwVaIpV7XI/zesevaWU7LlTmVM7ha/O+hlWxDpnZ9lDCmzK47CvVtyRJOK0q/nCMQCROkTM5uKktdfZBSqUM6O0FhK3FQJPowijW3n4RRzhURcZmkQlHNdpTPElS750xI5iqenLZFNbYZ7CkZ6nwN5ouvJKwughJ9sS+JZQsAxt7RpabcMqM46AHQrKMPn060a6u9PCqA0S5W5x7dlJKnO/OyvPgY19C/oXwHNI0iIaDhCNRQMiv/ZFYUiXlKAJVDCiMsAapuBYaSNZLTTOl2+UeG5WchUaMDl5jVziRoclIW2ykvV/9OLz7Gxy+PcDsZNlMZIsLR8Wxxmj1EGoDq4udlkmUpg7YE8a5mq+ZTn8Q9Bg6ErG4hj8cQ0frZThuU+UEKaWZ15O2Tscuguj81t4BOox2TSMsN9AYaOHv7hgXB3qTUg+seoB3G98lHNMIEqMtKLNnjcpv1vwGgD09e/gCOj+2BFjt2wwv3mRuqxLjtIDMZyIleK7+C1f98xx2E2Vf0xrhfafFmKpZehHy7YEImqajyBJFuUK4xiwWpJRBSBlQLPCpf2VVSUGShDKUh4ctJG+I60d/MAiSTY2CoLZblIGFgZ30OYj4YJMwhB0Ise/sI0lDpr+S06YetWGR/WGg5reZvn2ZEwDbEiFoqVl2j3kcYP0wwvdimpbWJwj0lYk1FXWLYO/74rMxMbDoLpC+krZai2mdYM36Ls1j6GAoCGNxHUhO0OSqV8eFp9Qwvz+GA6kZ7FIzxe4tmsuItn3oOtRbx7PphLu49WPThB+mgbpFyE1bmRL8kDXO2xhb5qbAWsAIvZkFIYW/eiz8x2XBKUVRtQDfUi143CfiKSgFkqTUrlbhNVnutsG5PxGh62ufgNWPCYVRJimVxbYgFX1N0PSHcDzMF179AgD/+7H/ZXzx+LTlmi4iS/pLfpYWumeopEbOFWrz8+7v8/yHGk6rApJEs6WauvAWymMNB3Rv8kjHsdmDyuOg0ZeJdFYMIPMeJD0mGmJvcPY//pu4Ljr73TEhTz9j5Hl8ae7NFBkpjY9ApPps9WfU6rIp+MMxc2BtDG5q+5CcZxpg+x0jgaZEZpzyYW14hwpOq0o4GjFNmQFhDp9AKEtmPKdVZZ+lDp9aSnnUB5ufEwtc5SmGutnvf6Z32aDLcypUFS65hHBzs/h8kEjtsOi6nvYiNgkYmwqSZIbxabqOtmsFX+taRlSysckxk5kfbAXHJ8SGrmQ8h9EJUssSxrYd9bDuH7DiQeE1cv5PKfcIo1sXo+mUYFmsk7VWiW9E2pieerKJumzv2Q0k7uP6f4p9aXGKJAeV3MyU+IcgQ2TkycSbVcJRjX9+9E/+uuWvfHPml/hQCfKn+Fa0v5+EpuvoSGzqLGHr5qlsZh3bml1c0PkrxhaJc7ZZZAiSUyn1xO4X+V9bJ1HJgUUv4+yK25hS18M9y7/CK644s8PtQLIeabrG+tb1AEwtWkh9c4wqt8KeyApznae2PsVTts7EN1FOPFYPZ446E2Xn+5zZs4mNnumc76miWnHQEA/wyWVfBMXKSNlBIVqvts/oRJV5bLnJ0JFzwOoWhEkqKqflJKQg6W1nqM8OW4a3Ia4f/SHViNX4PuBMvpXTkqTUAN4xfXXEm7tDad+PhJTzhwrJNivU53qZ7XLmc0l9ZscNDrB+GOF70bie1icYsFIqNVzPyPSbpZ4cUFKbPA4IuVTauTJ3HReeUsP8/hgOlCUsPlp6wmnKog32WcznaXQdNjlmIjkK0wkpgDGLkd/9PXXhTVzd/mvGBIMQ+T0lkQbmhWQeK5DRkYhKFhRCvOvQmO2dT2XGxIyRCKDcY0uk5i2C8WcJUmrv+yKDn6HqfvU7IhHNZQ+nZeVMhZn5tp/2J6bF+Nbb36Il0MIvz/gldtXOu43vmstvefkWxhaN5Ren/wKrYuVrb3yND5o+oMpdRZGtiEg8wi9O/4UpSLj37XvZ27OXnyz+SbrJuZF1esxi8X+Yx0XG/WhRqxKk1P5+700e/eMYbunyOBgMOnxvAJn3QLxcQzSzl2eI6ckKrOtQy7XccuIXKbYX59z+SECqaW0o2ncj5Mww+TYGNwMxizXQ4RYDdUki6c9zlMFQRaWSUqkNeLYU4S6bmInY7pktftjwVGJBeb+Z9EyZfFQTJucHovw7RChxWZEkcW49GbPemQRM8wlCraPpOjFNQ0bHpoeYEViBLdIO7/9ObJhQI8XimumjZSsXGV3o3A2r/izqZ8QPG58xfdEcVCIhZm3bJY0vv/ddAtFA8oQSJIulZy+SLsLp2PoKaHGa0HhO72BmYBkjIsJPbr93Avt5iZ2Rl3lw9YO0Bdv4r7e/waNqmNTAPQkdXfOzo2c9oBHVAyzbs8xcnmoIa6b+tio0+hp56qMn+XOHMBfXJYVRXIOu2ZhbOZezR5+HDtxfHKHe/wxRTZDd9d31+KN+7KqdM8puoobLOX/E57hs/GVYFSs1nhpxfwzoOlbZwrcWfIvbZ9zG53q6sOsSq9UZhKJxlhROFOvFxSB7nJboEGWoRM0BX1+EhWKBKYmwTMUKo04Sg8iTPp97G3qH6x2rKp1MZA6eBzWYTiUNB6OUytLZzFQ3ZHoNHkswym9rT6TP7G+m0Xk/5H+eAOkfRvY9f693xABn4x3FMPkC8X/Ugpyr5Ump4YPwS8xNDGYiGk8qvPM4epCqLE1VSu2IlUDtyQRtZax3zM3eHy0eDcV1KGhMCK2nNLQbPnoRV7iZETGZQn0iFooYb78KTbLwtl0iWHNar6iNrBMAJXWiPYhHoUtkrSUagm2visnL/etzXpPR3/DnaH/Wtqxl+Z7l/P2jv7OiYQXbOreZE4GpfTuA7Z3beWjNQ/zX0v/igyaRfKHR18imtk1s79zOikYxWVjfVc/re19nR9cObn7pZlbsF0RUhUMzE5ZQM5/DAeN+t6hVyBKURxtyek/mMXDkW7o8siLTG6JfDCDznrG//byMTpTpZbN48qInefKiJ5nGDyhhTprh8ZGKNGVLP8y40XD5wzHT8BzSVR+ZyDST3lc8N3lc25HhjTBYGNe7qy1JeKR2tjNTiUNyQLjJMSt9Z25vv4Mf43dd14nG9QPzSDOg6xCJiL+BpOPuB1ZVNjMGpXZGdV03M7UZ5SY48TK+W/UrNN2Q/GOGWKR5LCfIylTPLkdRFVicgmwJpoSz1b+BTdIpdFqwUIRkkDGSDEg8t/O5lP1WgMWBRJySWAuRaBy9YychdD5fZOVBa5Am6X1Ko/sB+HXrMhr5D7u0ZzKuWudjcSuPdru4zn8uP222UaSpZgpdCcyMm5DuvWGUE4slzt2v380DK3+GX4+hInPPiY9QwETz+V438WaxXwnWBJ/l1V2vArChRXSOJhVPJBgVx3TaFG6bcRvPXvosj577KI/N/455/M/H7Dx75m+ZVTELGlajhLuIqC7qbRNp6Qlzw4zP85dwYYKU0pkdSoRyFaenWk9VSvWJ+Z+F6/8NNzwL5/4QPvMClI3rc5PMLKB9hhJzCGcRh7h+9IdChyVtkDYohdIgTVCNe5oZMqXrei91w7Ec+iSIdIloXEtPxJECkeG078kCA4PK6nu04wDrh6GUyiSlMgc+fZGEnHoXfOrpPicKzTbqeHomhwmSJGXts3QGIr0U8nCckFLD/P4YDhhEUKsvnEYit/ZEiJ/1fd6c+yAh2ZWzPyqPO938rMgSrP0bFhmCspNabmMq38AemkdULWaPxcluNueclOr1fjTaglCn+N+5O7ksU62dAmNsls1Tqr6rnruW38W3V3yb3679rfn7hrYN7OzayZv73uy1zXM7nmNT2yYAltQuSRtXGSRWKpnVGmzl1eaH6GQNI2lOXsth8tc1xjQtahWqIlMea8yH7w0BjuGWLo+DwaAH8QPIvAcQ1aL0SGKAeMW4aymyF2GR3Mi6aDidhysE5QCRmkElG4yG6w9v7uRz/7cy+XsfYX+ZpFSLVQykZAmhdDkKYSqlWrMrpbKF7xkvwZ1SrSBHzAX9h++l/v7Kpibuf3FL4vcDaPKiUaQf/AD3L38J0ewDssEi06Nl6ZZmPvt/K1maSJdudDCcNgVdkonENDoDUYKy0wxNTMv8ZZicJzoMdquCrMjpJMnYM8QsWbgHGlaJsCdkZFJJKXho9UNc+sylrG1ZKzweimqRkfDGGvDEO3lUa+ccaye7QmF0JFbYg1j1EB2yxPrubWJfunDMqPHUcNn4y/hEzM5/xZwouGm3TKRUk/hcVzFe7WzGczuSJLG5fbOZddN4Tr9eup03toqMix+0P8M+3z5TnXSqZwwFiQ6WUR503cYnexLEg66xpmUNf33lLn725jcg0Mrore+wdeNqccusKpIkocriXldqOr+PFHBjzMHFcRvq3z4pZuN2LAVgX9FcNEnh3n9t4P/2lODrUvjfgJMbuwOcFZOFysmTnu3PIC68A1Eh2AtySuezoZdSaiC+SocCh6B+9AVJkijzJFVJg1J4WOzJz9He2S8zYdzT1MmHZ9c2cPOfPuC1Tc3puz6GB46qIotsR2RXdTyzeh83/+kDNjZ0A/33G44rVc4B1g+jPGVOfKUOfP72/h7u/sdaukM59juAkJZBtVF5HDRS+yAFDgs2i4yuQ5u/d70ySCmreuwS3sP9/hgOlDgFiR+L6+zrTIY8R+Man/3TBzy/rhHI3R9VU0gpWQJ6GlFliRa1CiQJCRlNUynTxHrP7vk9vlhn1n31amuNsPVgYn1DUABJj9IsMMZmmUqpmBbjR+//iJiW/N0IvXt0w6Pc+OKNxLQY86rm8cNFP+SScZeY67ksLr4484t8dd5Xue+U+8xl7zW+x53L7uRPG/8EwCkjTqHGU4Ml5scX/w0Ov5jAvNcS4KYXb6Ir3JXzvA8VjDFci0UopQrjHYSCuUm9PAaGY7cXlcdBYdAePD2ikaWwJucq7aF2vrL8K8QJY6GIGpcwuzMaOYsiHzUd+08uqMWiyFx/8ug+15tcVdCrX+iwKsiyxHULalEVidmji1EVibNPqAToleGsKxTnucJrkFQrzP70UF7GsGFKde/74A/H0HU9oWbqXd7Ml2A0DlMvFT8qVhgxq98ZeUWWzJnmf67ca/5+QJ5ShwCZ2aw+qG83SSaLIjO+QuSVNYi5lwouJyLZeLzk83RP+wwxSeUj+wliZ4oVqoWazKhLpmqmbpH4L6viHhpS5+YNzBhZhFWVub70FBy6xH1Fs83z6wp3ce+Ke0Uon3cSkgQl0ZXs4S/8SQ0R02U0HcKo7LFofGTR+C97CB0dJzV4OQNVUrln3j18YeYXuGnunTitbl6qvYNmtRqLInFCuIMqfQlFch1uq5NgLEh9dz0Ak6rSs9moMqzvEtLtyngcCxJXTLrGfP5G9sZAJI4sjeFLHRZkLca61nX8bd9SDFPZWb4Ys/2vA6SlcAbA10ydrnBt3I7FUBbVvwn1b4hzGJ/sKC7b2sm79oUUBbTk+sW1vYxaD2VoTKaqtMDem5S6aEY1NovMFXNGDvnxDydm1IgQb5tFZlLVINWj068RCsITr+h3VVMpldIRX7W705zQt1lkZtQUYbPInH9i1eDO4yhDX2bnK3d1mPfEblXSPBM/NqUCu1VhRk2RuXxi5dGp+B1OGEbnaZMPpE/mvLhhP+3+CMu25B5M9gcjzMdQ7+ZxaJHqQ2pLUU1nKhB1Xac7mPCYPAoiCPJIQlVk01dqV2vuieSc/dHi0XSWzSZgLcNRJCZkJUAtraPYZTXLUJl2Bg5GEIz7+PnKn3NiRsY8yNL3MJRFhlJqgKSUK8VTan3ret7Y+wbrWtbxpaVfYnP7ZqyKFa/TS5mjjK/N+1ratiX2Eu6acxdzK+fyxZlfZKZ3Jl6nl0fOeYRLx1+KJEmcXH0yX5z5RUa4RxDVoqxqXiWu0VHGPXPv4beLf8HoaIyQFOYv235LvRTn9VgnO7p28M23vskj6x/pFSZ4KCHLElOqCygoKkFxiYzhatfufrbKoz/kW7o8euGAPHh8iVnjPjyP/rjhj6xrXYckQZE+HYN7MdQdR5NKavFELwvHlfWbhvy0CeXMG13Ca5ubefJDQY4YCofTJ3o5NbGPWFyjvs3Pi+v3mxlXDLT4QjS6TuW0JZ+hsKrokFzPocYZkyo4aUwpcU1H0+COv60mrulE4lqaYju1vBkvwVhcJ3LC1VgnXyjIFYud8NaWxPq5y4xNVYjFY71+OxKQOcAz/n9pyQQmVLrN8zTqxLvuM3nXdQZ3nj2JihIHX26YCcDiqyciq1ZTAWLWJaMTO+MTMPki877RnAiR66jn3CVVnDW1EuWDD7lx97tIJVOZHnWzpmUNAJ2hTh5e+zC3j15IeMNT/MfxPntlFYcOE6KlaLZvs1//CUG28a2CMDLimkrlmZRpp/P9c/6bCk9icDr9aph2FXue3USX0kORx02lHOPn55ZhLR3N196ewodNH7KqeRVji8Zy3olVLJ5Ybob3belYz91vdOGSVB4NOZFtHpRJl7Bqn5iZMpRS/nCMzfYZXNTxBqoepaGrHvQoKjJPLfgBbU99k2LWMP2cbzGq2J6eccbokE27CpBEpprNz4kZRZuHUxedRf17e80B4NKCiykrnsw5+x8W22UJDRuQp9QBIrO99BbYe61z8YwRXDCt+pgLLbti9kjOPaESiyKnZewcEE76HMy7GeT+2wJTKZUSsmCEtn/+9HGcOKIQqyra7/7eBUc7yj02NjVmN2U27s+dZ01kfIU7bXLp4/NGceWcGhRZwheOYT2QZ3YcQs2RicwgSMMpGU6zhX4NFAbJddgSJRxnSA2ztqnJupAZlukLx0ybgnxo5dGHco+Nlp6waTh+5uQKLpxexa+Xbeej/SJzbF/90ek3P4Smg/LhH2HlHwFYMGc286dO41v/Wk9jZxwZlVquoVl+kDf3vclDS65lwdgxPPz6DkBMcBoeuGaGu0ylVPuO5EF96erfVBjjlgb/Lm5/7Xu9ln9p1pc4a/RZ6LqOhoYqq8S0GDedeBNXTrwSiyzOQ5IkfrL4J8S1OErGO1iSJE6rOY3HNj0GwNTSqfz09J9ikS2E9q3npk6V75RGeF0OsEdVQBbevOta17GudR0AowpGMaZwTM7rGErc8bEJaDo0/3U0dLZg7d41LMc9lpHvGeTRC9G4npwJHugg3i9CbAzD5WxY2yLMiQuUEVSyxOxUGeqOAaX1PoIw0EGIw6owojhpbJ4662XsQ1XkNHNnA7qu09ojZjKzDTqPJjitKh67hQKHasaPB8Jx05hbktKzzNgtcnK9SAxsbpN8Mbbpa3CTbdmRYHQO6Rn4YnGNdr94xqNKnekZCFPDPCWJEcWOtN8CsjMtJMkYsKQNMFLumxleu30p/PlylPbt4GsWnkNuL3fMuYObTryJ+065D4B/bf8XS96+h/Pt3TQrMWx6iCuiNhZE5qNgQ5FmoBuvEVlhbuVcaiynARCLZxAhkkQgEkOXZLTCUSiShPuZz2D980Wc7BFm/r9e/WsufeZS1reuN8uLx25h6d5XIBZkYXc7FiSU0YtAsfSqM4FInHrbRFTJTWVMh7AIJ1pSMB5l9Bn4ceLSeqh7+iL47enw6IVJw0x/okPm8kJlQoVmKEDrFoGiMqrUlXZJvqoUA2ElfeAQiCSzbg6HUqosh9H2sUZIGXDZ1AMnNwZASEGqUipuevcYBECR02Ie/1gnpKBvpZTR7pR5rFnVzkYZdB/MMzvOYCh9DRjZOw3yos0XMZcdqJeJpukEIxkTGXkcUqTeZ5tFSclqlv4MmxP1rMhpzdeZoxCZWWKdVgWP3UJlSj++r/6oJEmi3TSyywFScR2KLKW9+53SCE4dsRAQHkzuFMV0mceKpmv89xv/zZK/L+GGF27Ab2T0DXXCS9+A3ckMxH0ppRxWiW38Ly+139tr2RdnfpGzR5+NLMkosoJFtvD9hd/nrjl3cc2ka0xCKhWZhJSB02uSivTzxpxnbhtp3UFdTOY8f8LWQ46DrLBwxEIuGXcJowtHA7B8z/Kc1zDUMJ6RVigmJJ3+PcN27GMV+ZYuj15IVeoMaBCvacnGzJ2dlOqJ9LC7W0gbFxZ8GRW3GYIVOA46RamD0lwzkqnmzga6glGicU2ET7mODXm9JEnmPfBHYub1WlU5zexQkqSUjB/ps4hGuJa9j3C8bMuOOFKqJ0ybP4Kui+vPDMHKHOwW2FVBYCauLdOAud+6lOr55m+FN38GDasSy+qo8dTwicmf4JQRp3DFhJTwJtWOgsQd7RY+GXGx2yaUWk6pjohkBQmsFhffXfhdnCZx2NsQ03iOsdGnJn+M+FjU2Wp+7Qp3cftrt/P45sfZ0bWDH773Q/6z8z8QC3N2PFEHJl8AJOXvJsEdjqFJCu87F7EgpKDroCJx4YmfpsUf5wPnImQJFKOchXtgX8LrrSsR5ump7JVFjzGio9RL8aRYYc5nRDjYtKvSFhlksseupoVsDBVSPaUk6chRAR5LMOqRrusm8Wn8PxTP9EhGLlIqNYHH0ZCo5GhBJilV7BSDs0BEhL2nPodc2dv6Q2pijL4SJeQxdEjt/9lUOdkXylBKteazIh7VyFS3Ge/r1Oc5oP5oSR3UngwFI8A7ObGvZDvrsKosrlkMwBNbnmBdx9vJba17+NLSL/Fe43sA7OnZw5vhJrGsaT3sfD39WCmk1LqWdfxx/R/Nvz9v/QU9bCY9mBiunHClGYKXijmVczhvzHlZs032hTGFY5hVMYtqdzWnjkj2E+OtYvLw8oDKRE0FSaHcVcndc+/m9lm384lJnwAEMbe2ZS1v7XtrUMc9GEglor/oDuwbtmMeq8j3IPLoBUMybFFkc3au7w06QYsJo2RH9iwvRpaFanc1hWoR++g21S7+jIxjxyJyqRhSYQwqIzENXdeRJInWRKhEict6TM3GO60qvlBMKBASkyjZBtUum4I/HOtFvvRndJ5r2YDK8zAgdRatoTNo/tbfC9xY7rSqhKORXmSdoTrMNME2kWoYD6JjAmB1wYjZaYs+P+PzfGrKp4jr4hg/e3YNL+txwlNG0rClUxyHWiKSDcnipNYzEoucVC9lGvbruk4wcX7yzE/BnKugcQ28+P8o2/M+J4ycyvq2Deb6v13727RMLmfHrczQLXD576BM+NEZyrpIBsG9vOBC7NqZ/GbJCGrLyrA7ivhwdwfLCi6iofYi7jlrPHzwB9j4jJCsaxp0JKTXxaOhoBoUi0idbPNAtSDhMgcIkZgG8z4Fsz7Vy1S4xRfKus1QIbWsHMuE/uGEVZVRFWFY64/EcFiVrJlCjweUubOTUkbIsCT10e7kMWhYMsL3Slw22nxiAiMYjZtKGsDsJwwWxntVlPPjqzwfLqQppVQ5p1LKCJPNk1JHJzKfm5EtN42UGujExtnfT+tfpBKbLqvC/Kr52FU7oViI36z/ESP5ChaKeKPrARRFlCNj+fKeHZyFjmT0d7yT4cxvweMfN/tCYT3K1978Gv5o0g9LSyiFa6SL+dMlt3Dx0xcDsKhm0QDvyMAgSRL3n3Z/r9/1RDKtdyo+yYNXX0ePBE6bx1RSLahegEW2sKdHEHEAvzv7d8MSyqeUjAagMLS37xXz6Bf5t1AevWB0ugcsGfalpOdUsg+ODNO6qaVTzYFkOMWcGA5j9qhhQCpBkjkjZq6TUH3oelKt1nyMzpYZBKQ/nFRKZRvkGR22TPJlIKnHsy3rzpHOfLjhsalm1p0tCX+B/nyHUsNiUu9fKowBYk7FQi7Sq/YUUHsTp26rm0JbIYW2Qiz2MoKKm93dSbJJRUjBJaDAJszJ7aZ6KZ2UCkbjZliw06YIsmfUArAXQqiLO7ev4qZAjAdm38OC6kRYXDQIgTau7vbxxYhVEEUlyU6GoVYx1CupmWFCshMsFdgTxp7GYLqwKJFG2EjK4G8RYXrxiFA+FYwQ4V2GR1QidA96qxVD0bi4p1nu63CmWs/7wRw6pKbC1rSUpAzHGSllvIO6gtE0Na9R5+wWZdCz4nnkRqZSym1TzHdAIBJPIwdbfRHTf28w8B8HKvUjDelKKSVFNZ7exzmUSTLyOPTI7M8ZhH1qf2DA75CMdjW1vjqtKnbVzr0L7hWrAgH20c0WYrrws7ptxm386sxfAfBO10fcYO0haGieJl8oIlwkGXQN/nI57+99C3/UT6GtkEvGXcIl4y7hgjEXM5LLKI4vwqG4+PFpP+aeefcwtXTqQG/JQUHuEiRa0D0K2VlCoaMkLSzQZXFx5cQr07YZrlA+a/k4cQ7RdvRwPgPfweD46lXlMSAMZMCfhlQvlizY072Hp7Y9BcBJVSelhNykqxuOZaVUKnL5P6T6Kb24oYnm7hD/t0I0xIfCKPlwwiAgA5F4n+XNKBNvbWvlpQ37CcfidPgjvLJRSJD7yqaXTSnVEzoA7w1ZRp88mdiECb2yqx0oJEkyn+nGRuF71F/nM9XY2rh/b2xt5ZWNTTR1h3h2bQOb9nf3WrcXTvq8CDcblSB+ZFV0TPqBcT/r29KzyVRzITbFzu0zbweSZPbz6xqJxjVafWGWbmk2MwmlZdmUFZh6CQC1usInwhJTu5r53sLvccX4y7HEQvww4uKWuAMnkiCSUrwIjOcfjQt1YSCD8H12bYN5Dn97X8T7m3XJVSb++5qTGWiKRiWf8ZjThYJsyiXm/jL9mVKJt+aeEMu2NBOLazT3hPj7B2LWbDgGFYd1UHkI6seRBKMuPbeu0QwbhuMvXNJlVXAk2uN/rtxnemyZPnZ5YiM7DrB+ZHpz2S2KWRY/aurh1U1N5jJN001fwsEgYPp5Hl9l+XAi3VMqqZTa1NjNM6v38fSqfby9vTVlUuPYsG3IiWP0/TEQpdSBcvhpSqnE53lV8zh79NlIkkSI/XSyGlmSuGLCFVw+4XLGFI5hpncmILNHirNOjom+1OiF4n/NPLHDQDvLtv0LgLNqz+L2Wbdz+6zbuWP2f1HOqUhIrNvXhR6s4+zRZx/YBQwS2/c1E+4Q/p5hT++EMgaun3I9k0snm9+X7VlmvqcOJZwFRXQoIgPfm0v/w9Or9vHh7g4+aurhw90dh/z4xxLyvYg8esEI3+trwJ8GQyllDPJSENfi/PD9HxKJR5hTMYfFNYvZsy/BeEcMpVQi5OgYVkqBMKzsDESYVFmQdbksS1gUmWhc45lV+3hmVTI+ubLQkXWboxUG2dQTiplql2xS5sJEuuQPd3Xw4a4OLKrMjpYkKdKXOb7b3ntZXZkry5r9QFXhqqsINTdToA5dGS1z29jbEWRfR9D8ng0eu0pPKMbMUcXmb0WJjCof1LfzQX07j7+Xvk2Ro4+ObCITHpIkPJVkS5pZei4Y9zOYMaNbwRlcP+szjC8WmTfdNnFu25t9vF/fzpMf7qPDH2FWrTj/XoTZnM/AiVfCur/DykdNguhW7wJuDj2BhZSeW1FN2qapRG44ptGToRzb2NDN6j2drNyV7BhUFiau1fC/87ckSalUz61Zn4SZ1/XqOcqyZKZpT8169f3nNtETihGKamxt6ul9vEMASZLQdT1rKuhhwyGqH0cKCh0WGjtDfFDfztRq0XZLEliU40sVJEkSVYV2drT4eXVTE9NrCplaXWgqf4+m7LnDigOsH5kEuFWVcVlVugJRfv/Gzl7rt/rCgybAjweV+pEGV0b4nvG9qSvEv1Y39Frf6zm6E9z0i2P0/eGyqWbfDZJ9ttTJd6flwK43UyllYHTBaABiSgNd8a24ZJHNzsD9p93PV5ffxXv1L7NRijGverZQqgOc8z/w9OfZ3bKON5pXgmJJC82TZQmHVSEYifOr17YBcN8lDqqLDv3Y5I/PLefGSBy/7MHiLMq5nkWx8MAZD+CP+rniX1ewp2cPO7t2Mqbo0IbwWRWZbe7ZzO16iZ6NL/Pv/aPTlv/P5dPyiscB4tihpfMYMgzEr8fE1pfh7QfE50y/GuCfW//JxraNOC1O7pxzJ5IkmSEwhg+C2ak9xo1jv3reJC6dNYKr59bkXCcbEegtsHHq+N6E39GM0gQB0+YP9xm+d+G0Ks6aWsHoBJnU2BkyPZhGFjuYX1ea8xjGthdOr+abF07h0lkjuHjGiKG+lAOGtyD9JZXrpfXf507m0lkjuHL2SPO3i2eM4GNTKhhV6kxbd+aoIi6aUc2c0cWZu0mHQbTYPAMipAAuSRzz9EleFoxNv++pYW2Xzkze44bOEB2JGfwPE8RQVkWFzQNlE8XnjnpY8wTSs18WhNT4s5LrZWRxsamyeSnhqGa2KdeelJxN6w5G6UqEbVYV2Zk7OuF7Zyg7A63Qvl18TiWlIOtU5r0XTaWmRNz3VOWM0flcs7eThi5RRidVeZhTm91nbyhw70VTuGzWSM6fVnXIjnG84+o5ybJkqARt6vEZqvaJ+bXm54ZO4ZnmzyulDgnUDFLKpsqUZqhmTptYzjivGziwDHxG+Pex3vc6kuDMCN/LJHMLHenvuPxg9ujFzYvGcPokL9ctqDWzZ0uSxB1nTeC6BbW9+m8DRSqxlaqaMjLQBdVN2KwxKpzlTC5JKockSeKkEacCEhvkeFpmPySJeOWJ/EgNEI1HmFM5hyklU9KOW5phX7C/W7wDWPoDeOpzEAkc0PUA8Mq34clbeu1Df+273Nj6IwCaLVX9Tn7IkozH6mFO5RwAlu899CF8kiQxbdHFeOwqc+SPKLKkT9w294QO+TkcK8iTUnn0ghGS0ldmMxNr/5b8nGGUvKd7D39Y/wcAPjf9c1S4BGllhM8YRo5JpdSx3TEqc9u4YFq1KePNhmzEzGcXje1zm6MRqZmc+grf8xbYuXruKJOUa+kJm7L2m04dY4aTZIOx7SUzR1Bb6uKCadV9rj/cyOxs5up8VhbauWBadVq2r8pCOx+fN4pTxqaTlVfMruHiGSMOSWYw45jXnVTLJ+anS6i9KedeWWg3iddsWaFy1nODEOqohzWPJX+fegnMvQlUO8z4RNomkiSZ4YKhWNzMWDRtZBEnjxP3JhzTzKQKV86uSXrlOUuFj4IWh22vJi5kMv1hRJHDJN4MAl9L8XPRdJ3WRLr2GxeOOaTpvEcWOzl/WlWvUJ88hg6jSp1cOL0agD3tosN8vPlJGagrc3HOCZVAsm6bPnbH2DvqcMNMCZ+ATVV6hf58Yt6opO9iDq/KvpBXSg0/cimlQKjhpqaoXrNl5M3j6MHU6kKuO6mW0yd6e/2e+dtgkNrWZlNKWRQZmyqzuGYxspT+rppaNhUUK5tV0GpPAUSmvWV7lvGPyH42yjFcOtw1565eEy+ZfdSuQFT4fn70AjRvgm0vH9gFddTD9tegZTPUv5n8PRJA35rcZ4taNeDJj9NrRMbkF+tf5I/r/8hru187sHMbICaeMJfSylq8Dp2TrVvTlh1IaPXxinxrl0cvGMoVq9LPwLZrH7R+JD5f81coSJ+t/9tHfyMSjzC7Yjbn151v/p6ZWtoXzs+0GsiU7MOxOVNWnpLJySAM+lLmGfdgV7vfnN0dtvsSiSB973u4/X747nfBPjRy+nJ3+n4OxBA7c5CSacR9qODIIL0yj2uc17bm3qaPOeu5pwpUG8TCEOwUPgef+hfY3OCdkjWUDkS5CUc1mrpDxDUdWZYodlpN4iAciyfVeKlEuywLYspIg2zzQNWMAVw9Kb54Yr/tgWSno6U7jKbpKLJkSvaPaRyi+nEkwSjP+xIqzQGHth+DyHx/B6IGKXXkEP5HFA6iflgUmbiWVBI7rcn23sjIa9z3g1FKHS9+nkcCUjNUCk+p5Pdyjy3tnT6QjLxHPY6D98dQIzP7ngGv04vb6sYXEf2u1NA9A3WFdThcXvyxIMtaPmRc0TjuWn4XUS0qsqgDt2puvE4vZPgxlWcoNVt6wtCZ4pm05z2YcvHgL2j70uTnncthQkId37krzROqVa1i3ADbqgXVC7AqVpoDzfxp458AsMgWFo5YeGjqlCQJ5dmax5kY+JDnmWQuyjY5m0d25FmAPHrBJAn663jvWCb+j5jdi5ACWNe6DoBLx12a1giYWXwCUSIxLWWmNd8xMsygDVgU+ZjsMBploNUXzk4Y5Fi/KyDCsDx29ZCogYYTqZ3PQqflgBQ1aftwWA+pKicVmS/1zHTiBsHWGeg9Q5QzbbwsC6Px1sQs0/izBCElDpjzXAzyaa/pzWVFkSWzfISjWooaL+PY7ookKTX61JzZQ3sfMz3rX2qnwwgVLPPYkLOQzHkcfTDK80AI9GMdJinlEyEJASMELD+pNORQFQkSCWNtFpliZ3JQaDyHvFLq6EKqykVk30t+L3Pb0pLaHGsJbvIYGqR5SqWUH0mS+MZJ32BFwwpGFYzqFX4HoMoqV028ikc3PMp33/lu+kJZYa5m4dxoFP79X9CwOm3xYrWK1+QvEpNEO9TiCyf9OEGQUpEAWAcRlvji/0tXR6Xuo6Oe1KSirWol0wfYVrksLr654Jt8sP8D9vr28sH+D/jW29+irrCOX535KxzqIfDCSpBSI7pXo7quICYn7lOelBowjt/pvjxyItSHx08aDFIqNS45AV/Ex+7u3QBp2RBAmFPbEwPTVl/Y9KTId2qTJvMGFEU6JmfKSlxWJEkiFtdpSsSl91XeSpzWrMTm0QxxD8TnA72eVHWVw3p4mvPBqvv6DPOpSxhrKpYBZQSEVFJKhFYZ98RqKqW03CGio+YP+nip+zHC9wwvq1TkBxTHDjLL8/EavgfJct3aE0HXdTOVfU6yOY8DhpqSjcymKmntvfEcDkYp5csrpYYdmfUk9XuBXe2llMojj0yklpnM8jS3ci63z7qdS8ZdknPs8InJn0gbl7mtQhlV6ijjTtcEJKRehBSAJ7iX6sgu83tzdyidlIpHoG3bwC+koz5JSLnKwFEs9rH7bXO5oZRqU73ss4we1Hvm5OqTuX3W7XzvlO8xoXgCADu7dvJOwzsDP8fBoHwieKqwEmV8eL35c3OelBow8ixAHr2QdTY4M61mdyJ0T5Kh7tRe+9jUvgmAanc1xfZ002VJkih329jTHqC5J2wSMfnwveMHiixR5rbS0hM2FS59qQ9URabUZTUH/wcS6nakwarKFDmtdPgjB0xgDJcyqi9kI5nsFiUt80x/65uY9SmYeumAMwJCMmujkcXQ6MjbU8P3Em1ML3XdARwPkqREKBpH1/WsM2Fl+QHFMYNipwVFlognpm2PZ1LKINOjcY3OQDRFKZUnNoYaapqnlJxGUhgKCWMyz5dDKWUM6rINUAP5CcFhR2rbEdP0tO9OWzopVeQcnnD8PI4upNZX+QAmrS2yyFLXExFZgp0WJ4qkoOs6yoePiizIIKJgzvym+PzafVh2vU95rJHdtvGAUErp7clMoBIIoqlqWt8noOtC/W4IGypOgAt/ASsfgVV/FuF8Y8+E9p1oOjxf+HFWusSE5YF4F1oUC79e8mt++sFPeX7n8yzfu5zTR50+6P30i0QIn6XzL0wJrmSTYxYglFJ9tcN5JHH89qzyyIr369t5fl0jkGJ0vvUV+P3H4OHFyb+/XiuWVc8U7HYGNrRuAGBKaW/5KCQHjrvbAybfdawbnR8IjuXBj+nTYpJSfV/rsTiDaFzHUFzP4Qop8uQwYs11Tf1mehpERkDoHb5XnqGU8ofjJpmQlcQb5PEgSYTFNZ0vPbGatXu7eq2TV0odO5AkKY1ktB3locMHA1WRTQ+5u/6+htV7OoG80fmhgKqkG52nkuqWxDJD5ZRNKfW39/dw06MfcPc/1tIdivZa7s9bJww7UgelmqanfXfb1DRjc4uSH8Dm0RtDMRkpSzKFtkIKbYVYZAuyJKPISnrky5jF4CgSf6XjUBSJslijuTgc1djx0Xp2tQVYE6pEg3TlVDa88m34x2eEd+iORGa8yRcI64QxCaKo/k0xztzzrpj0U5P2MAfqiCBLMheNuwiAdxrfIRA9iEyBfWHMYlRZZnx4Paom7Cv84Rg3PfoB9z27iVhcOzTHPUZw7I548zggfLi70/w83usRH9b9DeK9OzRIssiMlQVvNwj55fTy6VmXGwO2Xa0ixbZVlfMZpIBPLqjFosjMqi1GVSRuXFh3uE/pkGH6yCLzs6pIjE2kts65fo1YX5ElplYX9rnu0YLpI4uwKDJTqwsOeB9XzhmJRZF7ZcQ71Lh8tjjup0/JXkZn1Aiy2ijPxudx/TznwcKdMRj2Foi2xSDpjBAV8dvQtDGp+/GFYmZWtpoS4aVgUWSmVB34M83jyEMqyXgsTxYMBEbdNmC3KtSVuQ7T2Ry7mJRoQ5w2lZoS4YGyaEI5DqvC4glecxkk/aFS8c6ONkBkf9ra1NNreTLTcp6UGk4sGFuKx64yt64EgJPGiO+nji9DkiTm1ZXgsavMSyzPI49MzKgpothlPai+Y1YU10HNPJF4JpWgKh6NDEy0tVPsEv6lpbEmFH8TGjLvKTOFnUFfpFQkILLste+A3e+I/wA1CRuF0rFQlT5mjDi8NFpE37bUbWVUyYG/Z8YXjafaXU0kHuHdxncPeD99onwickEVHjXOHGULY8qT57urzW9mZs4jO/JTW3mkwQhDuenUMZw4shC6G6BliyCgrvqTUBUYUKy9DO10XafB38C2zm3IkszCEQuzHsdQUdS3icFcXj4usHiil4XjylAVmVhc62UgfSxhyZQKTh5XSlzTsapyv0qfj02p4JRxpSiydMwYDZ9zQiVLJnsP6jmfc0IVSyZXDHtZOe/EKs6akvu450+r4vRJ5ebzCkRiqLI85CGHmYosI6uhofQ0jMdlWUoLhzkYqLLwetMzwppvXFhHqdt6SK4zj8OL1HJ2vJNSn5g/iotmVJvl36Yq+fJ+CPDJk2q5dOYIbCmTdtefPJpr548y291cSqlwLG62fZDdbDeamLXPTwgOL25cWIemJ/0Ybzo1/ftnF40hrunHdP8vj4PDF84Yl1ZmhgySBOf9uPfvxaMBmOZs54eXT+Mbz6xnfMeHAOywTWKPdSyxsAYdO3tva6Bzd/Lz3vfEf0cxOEuSx77wFxBKKs837YsQfXMXk6o83PGxiQd1vZIkcdrI03h88+Ms27uMxTWLhz6cLhHCV9HTyI3Vu5GWfBpfOMa3/72RDn/E9FDOIzvyTEAeaTA6LiOLE5kJjJjf6plQVNPntv/e/m8eWPUAsURa0ZnemRTasitajA6+kZ0rLx9PwuiIHA8dksGSkYeFvJRl9HHjiHV3iwxxQ4yheM6Hq6z0d9y0LDGH6NllklJlHhFaZAySuxMDM5sqD1kHROxH7/V7ucd2/KkODnH9OFKQTkodZ884CzIVinnkwEHWj2z3ObXdNZRSmdn3Mmfk+yKl8oTi8EKSJFIj87J9V4+X0L3j5P0x1MgsM4ccRbXiuMEOlEg3LqvC5JAgpTY6ZtGqVhIL6BBoh1A32DMUXK98W6ikDBihewmyy4QkiXDBBMKayI5sV5UhIeBOqxGk1Bt73+D6F67ngTMeyDlOPWCMWYy05nGk3SsgFsZjt+O2qXT4I2a2+Tyy46huAV5//XUuvPBCqqurkSSJp59+Om35DTfcgCRJaX/nnHNO2jrt7e1ce+21FBQUUFRUxI033ojP5xvGqzhyEIzGTRbX7ID3kWEvFXt69vDg6gdNQkqWZC4ed3HO9TMHknmlVB5HLFQVrr2W0OWXi895HFFIbUtcNtVsSwzioE8/qYNAZu4Hj109/ggpOG7qRxopZTmqu055DCcOcf1IVUqlKjczSag+lVJDrbbII4+B4jh5fxz1sDrBUyk+d9TjUeNURPcBsM12AhHZTo9aYi5PQ8eudEIKIJwIJ84kpTJgJKkZqv7b+KLxnFB2AgB7e/Zy6yu3snT30iHZt4lEFj5iIdgjMv0dTJbU4wlHdc/K7/czffp0HnzwwZzrnHPOOTQ2Npp/jz/+eNrya6+9lg0bNvDyyy/z7LPP8vrrr/PZz372UJ/6EYn2gKgs5uAqNXQvS4Y9A3Etzo/e+xGReIQ5FXN48qIn+dcl/8oZugdQmsjgYyCfkjiPPPI4EKR6/RgGzNA7xOpQE0aleWPzYxp5T6k8jkQYJLyui4lFA83dISCZiKLF15uUisQODWGfRx55HINIqKXoqKdS248E+GU3fkWoopoMQ/JMUsoQN2RDf6RUzMgGPzRtlCRJ/Pz0n/ODU3+AJEns9+/nvnfu4819bw7J/hMHSQo5ti8FXTfb6Wzef3kkcVS/ic4991y++93vcumll+Zcx2azUVlZaf4VFycNOjdt2sQLL7zA7373O+bPn8/ChQt54IEH+Otf/0pDQ8NwXMIRhTa/CHPppZLKkWHPwJPbnmRD2wacFid3zrmTInsRTosz5/og5OfFKelunflQgDzyyOMAkNqOpGYrylSzWA9xiGN+YHdsIx++l8eRiNQkMakDHiN8b3LCLL3VFzFVowCxuGYqq44Hq4A88sjjIFGSSGrTUU9ZrAmAVrXSXLwPkXyBN34CT94ijM1hSEipoZxUlCWZ+VXz+daCbzHSMxKAn638GV3h3lmUDxgGKbVjGfzjM7hV0TanJt7JozeO+TfRsmXL8Hq9TJw4kVtvvZW2tjZz2YoVKygqKmLOnDnmb0uWLEGWZd599xA58x/BaAvkIKX6CN3b07OH36/7PQCfm/45KlwVAz5eWthNXimVx5GKSAS+/31cP/+5+JzHEQU5R+hJZifmuAytGw4cJ/XDblFM1UleKZXHgDEM9cNphIak+JUY4XoTKjwosoSm6XQEIuxpD/DWtlai8SRBdagJ+zzyyInj5P1xTMAgkDrqKY2I0L0WS7WZdXiX5sVnhKe1bIb6N0ToXvsOkBUonwSFI6FChM/hroCyCWxr7mHlrvashwzHhjZ8LxWLRi7id2f9jtqCWjpCHUMbylc+MXmd7Tuo9a0DkuF7HzX18PSqfXy4u2NojneM4JiWp5xzzjlcdtll1NXVsX37dr72ta9x7rnnsmLFChRFYf/+/Xi93rRtVFWlpKSE/fv359xvOBwmHE5Kobu7uwHQNA1N0w7NxRxiaJpGmy+KrkOZy4rWuRcpEbqn1y6EHNf1fxv+j0g8wkzvTM6tPXdQ119RYGPzfnHvPHb1qL13eRzj0DTRWYpGRRnNl9MjDqoiEY1rTK70mO2IRQKd1IGXNKRtjHFMAxMr3MdnG3Yc1Y+KAjvdoR4cVvn4fNZ5DB7DUD+cFoVOInQHI2iayD7a3BNCR6fcbaXUbaWpO0Rzd4j7X9oCQPzk0Wb7qEh6vjzncXhwHL0/jnoUjkICaN9JoRwHdFrUSioKbLT2hGlRK2ntDGMvTpiS71iO3t0othkxG/3s/xGhbboO4W6wutAlhe8/vxKA7158ApWF9rRDhiJxdPQh778ZUCWVu+bcxe1LbzdD+VRZ5ZTqUw5+5xf+Al6/H+mj/zCifQW6XoMvFCMej/PLV7YSiAqC6v4rplGUovjPhKYJVevR3EYP9NyPaVLq4x//uPn5xBNPZNq0aYwdO5Zly5Zx5plnHvB+f/CDH/Dtb3+71+8tLS2EQqED3u/hhKZp7GvvIRLWUONBute8iisWJVo+je6eCPQ099omqkV5Y88bxLU4F1VdREtLy6COOa9SJRJ0osoSk4p0mpt7HyOPPA47IhFcfj+hUIie5mZku73/bfIYVnz+JC/rGn3MqVDMdkTXdcLh5MxrNBQY0jbm1vle1u/3MdHr5KPmILO98vHZhh1H9eOssU5qPVCuho/PZ53H4DEM9cMuRQmHI2zb20SZGkLXdfa1dRON60jhHuR4hHA4wt79LWab+MG2RsLhCKosDbrvlkceQ4bj6P1x1CPqpDQWhZ5misL7add19uplVIeDXHFCIY+uKEXTdcKRKFZVgu3LxB/gK5lBuFc7E8YXjptt0qZdjciVrrQ12jq7CYcjBP09NDcfGrV7KaXcPul2Ht/xOI3BRu5/934q51XisXgOet9KxUKKNv6LsqY3uTGyjTdLvs7W3VY6fAFznY31jYwrc+Tch6ZpdHV1oes68lGaobKnp2dA6x3TpFQmxowZQ1lZGdu2bePMM8+ksrKyV8cyFovR3t5OZWVljr3AV7/6Ve644w7ze3d3NzU1NZSXl1NQUJBzuyMZmqYR0HZjtVkYP7KCwhUfgmpBmXou9gw1mYEVDSsI62G8Li+njDsFWRpcZfECE0ePGIKzzyOPQ4hIBFziRVns9eY7TUcgvF44cWzv3wtcDab8u7S4oJcy9mCPOW2c+Dx7wpDt9ujDcVQ/vF6YOf5wn0UeRxWGoX6MrgixozNGVHXg9XrpDESQVQsOi8T4UVWU7wjQ6NcISnZsNjEjr1od2GxhnBZ1SNvFPPIYFI6j98exAGn0ybD3fSxajJ6ohzbnWGaVFbHoxBG8tjPItsA0Sgt8OD0eaNsuNnKVUTj9ArD1Jnl8LT6zTZJsbrze8rTlFnsXNlsEb2kJXm/ZIbuuC70Xcvaks/ncK59jd89untj3BF+b97WD33F5OdJHM7DsXsOI0D4KtU502wTzmgHiFlef16ZpGpIkUV5eftSSUvYB1uvjipTau3cvbW1tVFWJDAELFiygs7OTlStXMnv2bABee+01NE1j/vz5Ofdjs9mw2XpnWpJl+agtMMJvIIZqtVIpdyK1fgSSjDRmEeS4puX7lgNw2sjTUJXjqijlcTxBltElCUmSjuo6fjzCpspEjOwtFjX/7A4F8vUjjzxyYxjqh7fAjoREqy+KLMu0+aNISJS6bFgtKm67BQmJ3e1BJBFMQ7MvjISEVc3X2TwOI/Lvj6ML5/0YQl00NPv41Wt70SQFl82CLMu47SpPlHyewlPrmD+mFEIJ43CrGynHGLE10VaJz5Fezz8S15GQcNoOff/NLtu5Z949fOG1L/Da7tdYXLM4LYxPkrL7l/aLi36F/shl4NuHGmilPZC8ZoC2LNediaO9fgz0vI9qJsHn87Ft2zbz+86dO1m9ejUlJSWUlJTw7W9/m8svv5zKykq2b9/O3Xffzbhx4zj77LMBmDx5Mueccw4333wzv/nNb4hGo3zhC1/g4x//ONXV1Yfrsg4L2gMR4jrYZZmixkRqzD6y7kXjUVY0rABgcc3iYTrLPPLII4+Bw6Yq9BBLfD46X+Z55JFHHn3BSBrT6hNep4bJufG7kY58V3syZKSxU1hNWPIm53nkkcdAIUngKMLusaJJjQC4EokWXIks6oGoZq7XH4y2KvOzgXBUTCoOVzKGyaWTuXri1fx181/55lvfNH+v8dTwyzN+SaGtcPA7lWW0krHQtA811NrrOrNd9/GKo/pt9MEHHzBz5kxmzpwJwB133MHMmTP55je/iaIorF27losuuogJEyZw4403Mnv2bN544400ldNf/vIXJk2axJlnnsl5553HwoULefjhhw/XJR02GJWi1G1F2ikUUH1l3Xu/6X38UT9ljjKmlE4ZhjPMI4888hgc7BY55XM++14eeeRx7KHMLfq0Rj+uuRcpJdq+Dn/v7GYW9QBn//PII4/jFgYBBcn2xfjvNzLwDQD9klIJ+wWbZfjoihum3sD44vQ4/T09e3hg1QMHvE/FLcISreE2mnvEhMCYchG2mielkjiqlVKLFy9G1/Wcy1988cV+91FSUsJjjz02lKd1VMKYYauzdEGDyLpH3alZ141rcR7f9DggUmoO1ksqjzyOKkgSem0t8Z4eMfuTx1GD1DTC+bTnhwj5+pFHHrkxDPXDIJ/84RiBSCyLUio3IZ9XSuVxWJF/fxyVSG1T1ERoliuhyAyE4wPeT4svnPZZ1/W0MLmwYb+gDt+kolWx8tCSh+gOi+zwO7t3ctfyu3ht92tcN/k6RheOHvQ+1UJhG+SMtLOtS1zz5KoCdrT4ae4Jm1zGAYcIHiM4qkmpPIYOLT1iBm1qeJX4oY/QvSe3PcmGtg04LU6unHDlcJ1iHnkcHlgscMMNBJub8Vgsh/ts8hgEUtVR9mGcaTuukK8feeSRG8NQP+wWBY9dpScU49dLt7OpUQymDFIqVdWQiTxZn8dhRf79cVQimx2C03ZwSqlQJI4vHMNjT5aDJCk1vO2ULMkU2YsAmGmfyUlVJ7GiYQXL9y4/IFLKWiCSSRTEO9jV5gdgSnUBz61txB+OcdOjH1Bb6uJr501CPY7b5OP3yvNIQ3tC1j26+33xQ47QvT09e/j9ut8DcMu0W6hwVQzH6eWRRx55DBoTK0W2F6sqM6bMfZjPJo888sjj0MBbILIbGYQUwHivaPPySqk88shjKCFJEieMKKTEZWVSlehnmUqpyMCUUrqu0xmIpv3WFUx+j8Q0ggmCy20/vBqaRSMXAfDohkd5fe/rg95e9nixW2QK4h2AmDAYU+ZmQmUyI+GuNj9tWUKsjyfklVJ5AHDjKbUsKeug8o1dICs5Q/f+vPHPROIRZlXM4oIxFwzzWeaRRx55DBwXTKvm9IleVEUaVvl3HnnkkcdwotxtY3uzz/z+06tmUOgUioNMpVRNiZM9CdPzPCmVRx55HAi+tGQ8mg6KLELODPI7MEClVDimmWFrhU4LXYFoGqHV5g+j68JPytOH2nM4cEr1KVhkC1Etyr1v38sfzv7D4BRTLi8VBXbKlCg/u3o6LpsFRZa4++yJ9IRjfOffG+nwR/CHB64yOxaRfxvlAYC04pfULLsdWZJyhu5F41HebngbEEZwx3vsax7HCSIR+PGPcT34oPicx1EFl03NE1KHEvn6kUceuTFM9cMI1QNwWBWTkIJ0pZTDqqStmzc6z+OwIv/+OGohSZJJSEEyy6d/gJ5SBgGjyBL/n737Do+iavs4/ptN7yGQKh3pLRRFaiKggKCiguKDdOFRQUAEEaUqSBMUBMVeQVER9FWEB5BQJCJVRIqgICKEUJMQSN15/4hZWZNAAkmWZL+f68rF7pkzM/fsmROSO+ecKePtblcmXfIUUV8Ph/++6evuqwnNJ9jerzu6rmAH8AmWIck1M0X+X/aTizVrRJhhGPL3dJOvR8FGmZVWjJSCPcMi1bk71008cQ/OyrhwQcbFi44OA7gu0T+AvBVH/7g00XTpa+mfaTXZ2y5NUrGmFByN/z9KB9uaUvkc7ZOdgPF2d5GPbZTVP0mZfz+wwdFa3NBCo28erek/Tte3h761e9BaJf9KurXirXnv7OYpRURKx3ZKCUelM79LIbVsm21PLnTykVIkpZDl5kE6U7GzgsNukOGRc+2VTGumPt7HE/cAAACuJ+V8805KZf+ymL3t0ul8TN8DUBgKuqZU9oLo3h6utu9JuY6Uuk6SUlLWND5Xi6viL8Trgz0f2G3zcPFQixta5L1zl5elz/tJZw5JZw/bJaV8GCkliaQUsrl5y/QIkNy8c9289OBS/XKKJ+4BAABcTy79xa2sj7vdNncXi1wshjKtpoJ9PWzTbCSSUgAKR3byOyU9U5lW025qX26yp/n5uLvIO5ekTHZSKsTPsyjCvSq+7r6a2HyitpzYYis7mnRU205s09jvx0qSKvpX1Ny2c+Xv7m+/s2FI4ZH/JKUuYRspVYAnF5ZGJKVwRUeTjuqtn9+SxBP3AAAAridlLllDysVin2gyDEM+Hq5KvJiuYD8PmZdsc3NhTSkA187b7Z8RmRfSMuTn6XaZ2v8siO7t7mqbvvfzXwmqEOStJpXK6NT5rKTUpaNArwctbmhhNyIqLTNNQ9YM0cFzByVJRxKPaNKmSWoQ3MBWp6JfxazpfUFVsgrOHrI7pm2UWT7X4yqtSErhsjKtmZq+ZTpP3AMAALgOXboQcMWgnCPeA7zclHgxXWEBnkq8+M9f491dGSkF4Nq5uljk6e6ilLRMnU+9clLKNlLKw8U2evPwqWS9uvagpt5bXyfPX3/T93Lj7uKuBbctUGJqon5P+F2j1o/Sjvgd2hG/w66eh6uHWgRWynpz9g+7bbb1uBgpBdhb88cazdgyQ+l/Px1AkrxcvTSy6UiHPwEBAAAA9sbcUVsH48/rpso5n5780C2VdDD+vGqG+umXY4m2cqbvASgs5XzcdTTtok4lpSk8wOuyde1GSnnYPyH56LmLSk23yjCksr7uue1+XbEYFgV6BqqxZ2NNaD7BLiGVPb3vpW0vqfGt8+UpSUnHpbQLknvWHxAKuh5XaUVSCjl89utndgkpSXq80eMK8wlzUESAAxmGzPBwZSYlZc0JB/AP+geQt2LsHzeG+OrGkJwPqvn3NhY6x3WD/z9KlXK+Hjp69qJt6t3lJKddOlLqX0mps1lPYwz0di9x36PalG+jNuXb2N6nZaap17e9dPLCSf14bp/aePhJqUnS+TgpqKoknr6XjaQU7Bw7f0y/nv1VhmHovY7vyc/NT+4u7vLOYwF0oNRzc5MGDdLF+Hj5uV1+ODLgdOgfQN6uw/7hc8kvgKwpBYe6DvsHrl72VLvsRcov50LqPyOlLn34giT9cSrZ7nglmbuLu9pWaKvF+xcr5s8YtfEN/TspddKWlOLpe1lKVvoRRW79X+slSZHBkargV0GBnoEkpAAAAEoB70tGSl3pCVkAkF+2pFQ+RkplJ2B83F1t09ey/XHmQtbxrrNFzq9WVIUoSVLssVileAdlFSbH27YzUioLSSnYWXd0nSQpukK0YwMBAABAobr0KVnpmVYHRgKgNCnQSKnsNaU8XGwLfWc7m5xmd7ySrmaZmgrzCVNqZqp+dPl7eZzkk7btjJTKQlIKNicuntCBswdkGIZa39Da0eEA14f0dGnOHHm/8UbWawD/oH8AebsO+4flktFRaRmmAyOB07sO+weu3qVJKdO8/PeW5EtGSvl65L6aUGlJShmGoajyWaOlYtJOZRWe/ycplT1SKiU9U5lW5/2eTFIKNhtObJCUNXUv0DPQscEA1wvTlHHunCyJidIV/pMFnA79A8jbdd4/MqyMlIIDXef9AwVT1icriZSSnqnRS3Zp/tqDmvjVL0rLyPl95p81pVzk4Zp7OqK0JKWkS6bwJf+pFJn/mr73T1IuOc15p/CRlIKkrEdWfnnkS0lSxyodHRwNAAAAikLr6uXk7eGq1jcGOzoUAKWEu6tFdSP8JUmnz6dp+x9n9eeZC/r1RJJdPdM0L3n6nqsMw1DdGwJyHK80JaVsU/hMq360pEvn/0lKuVgM+XpmJaYSLjjviEGSUpAkzdkxR2nWNDUKaaT2Fds7OhwAAAAUgb4tq+il+xsqwJsnngEoPE/cVkPhgZ52Zf9ewDs1wyrr39PUsqeuPdG+uvq3qmKr4+FmkV8e0/pKItsUPsOiGEt61ppSl4wOzF7UPT4f63GVViSlIEl6tOGjqh1QWyObjJRh8DQWAACA0srVhV8BABQ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     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Synchrony Measures\n",
    "\n",
    "Quantify neural synchronization using cross-correlation and voltage fluctuation methods."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:41.050082Z",
     "start_time": "2025-09-23T12:42:38.982935Z"
    }
   },
   "source": [
    "# 3.1 Cross-correlation based synchrony\n",
    "sync_index = braintools.metric.cross_correlation(spike_matrix, bin=5.0, dt=dt.to_decimal(u.ms))\n",
    "print(f\"Population synchronization index: {sync_index:.4f}\")\n",
    "\n",
    "# Compare synchrony for different neuron groups\n",
    "random_neurons = spike_matrix[:, :20]  # Random spiking neurons\n",
    "sync_neurons = spike_matrix[:, 20:35]  # Synchronous bursting neurons\n",
    "osc_neurons = spike_matrix[:, 35:]  # Oscillatory neurons\n",
    "\n",
    "sync_random = braintools.metric.cross_correlation(random_neurons, bin=5.0, dt=dt.to_decimal(u.ms))\n",
    "sync_burst = braintools.metric.cross_correlation(sync_neurons, bin=5.0, dt=dt.to_decimal(u.ms))\n",
    "sync_osc = braintools.metric.cross_correlation(osc_neurons, bin=5.0, dt=dt.to_decimal(u.ms))\n",
    "\n",
    "print(f\"Random group synchrony: {sync_random:.4f}\")\n",
    "print(f\"Burst group synchrony: {sync_burst:.4f}\")\n",
    "print(f\"Oscillatory group synchrony: {sync_osc:.4f}\")\n",
    "\n",
    "# Visualize synchrony comparison\n",
    "plt.figure(figsize=(10, 6))\n",
    "groups = ['All neurons', 'Random', 'Bursting', 'Oscillatory']\n",
    "sync_values = [sync_index, sync_random, sync_burst, sync_osc]\n",
    "colors = ['gray', 'blue', 'red', 'green']\n",
    "\n",
    "bars = plt.bar(groups, sync_values, color=colors, alpha=0.7)\n",
    "plt.ylabel('Cross-correlation Index')\n",
    "plt.title('Synchronization Across Different Neuron Groups')\n",
    "plt.grid(True, alpha=0.3, axis='y')\n",
    "\n",
    "# Add value labels on bars\n",
    "for bar, value in zip(bars, sync_values):\n",
    "    plt.text(bar.get_x() + bar.get_width() / 2, bar.get_height() + 0.001,\n",
    "             f'{value:.4f}', ha='center', va='bottom')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "D:\\codes\\projects\\braintools\\braintools\\metric\\_correlation.py:119: UserWarning: Explicitly requested dtype <class 'jax.numpy.float64'> requested in asarray is not available, and will be truncated to dtype float32. To enable more dtypes, set the jax_enable_x64 configuration option or the JAX_ENABLE_X64 shell environment variable. See https://github.com/jax-ml/jax#current-gotchas for more.\n",
      "  states = jnp.asarray(jnp.sum(states, axis=2) > 0., dtype=jnp.float_)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Population synchronization index: 0.3954\n",
      "Random group synchrony: 0.9108\n",
      "Burst group synchrony: 0.5143\n",
      "Oscillatory group synchrony: 0.0571\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 7
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 4. Voltage Fluctuation Synchrony\n",
    "\n",
    "Generate synthetic membrane potential data and analyze synchrony."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:42.105873Z",
     "start_time": "2025-09-23T12:42:41.118721Z"
    }
   },
   "source": [
    "# Generate synthetic membrane potential data\n",
    "# Scenario 1: Synchronized oscillations + noise\n",
    "t_volt = jnp.linspace(0, 100, 1000)  # 100 ms, 1000 time points\n",
    "base_freq = 40  # Hz\n",
    "common_signal = jnp.sin(2 * jnp.pi * base_freq * t_volt / 1000)\n",
    "\n",
    "# Add individual noise and phase differences\n",
    "n_cells = 20\n",
    "sync_voltages = []\n",
    "async_voltages = []\n",
    "\n",
    "for i in range(n_cells):\n",
    "    # Synchronized case: common signal + small individual noise\n",
    "    phase_shift = np.random.normal(0, 0.1)  # Small phase jitter\n",
    "    sync_signal = jnp.sin(2 * jnp.pi * base_freq * t_volt / 1000 + phase_shift)\n",
    "    noise = np.random.normal(0, 0.2, len(t_volt))\n",
    "    sync_voltages.append(0.8 * sync_signal + 0.2 * noise)\n",
    "\n",
    "    # Asynchronous case: independent oscillations + noise\n",
    "    individual_freq = base_freq + np.random.normal(0, 10)  # Frequency variation\n",
    "    individual_phase = np.random.uniform(0, 2 * np.pi)\n",
    "    async_signal = jnp.sin(2 * jnp.pi * individual_freq * t_volt / 1000 + individual_phase)\n",
    "    noise = np.random.normal(0, 0.3, len(t_volt))\n",
    "    async_voltages.append(0.6 * async_signal + 0.4 * noise)\n",
    "\n",
    "sync_voltage_matrix = jnp.array(sync_voltages).T\n",
    "async_voltage_matrix = jnp.array(async_voltages).T\n",
    "\n",
    "# Calculate voltage fluctuation synchrony\n",
    "sync_index_volt_sync = braintools.metric.voltage_fluctuation(sync_voltage_matrix)\n",
    "sync_index_volt_async = braintools.metric.voltage_fluctuation(async_voltage_matrix)\n",
    "\n",
    "print(f\"Voltage synchrony (synchronized): {sync_index_volt_sync:.4f}\")\n",
    "print(f\"Voltage synchrony (asynchronous): {sync_index_volt_async:.4f}\")\n",
    "\n",
    "# Visualize voltage traces and synchrony\n",
    "fig, axes = plt.subplots(2, 2, figsize=(15, 10))\n",
    "\n",
    "# Plot sample voltage traces\n",
    "axes[0, 0].plot(t_volt[:200], sync_voltage_matrix[:200, :5], alpha=0.7)\n",
    "axes[0, 0].set_title('Synchronized Voltage Traces (first 5 neurons)')\n",
    "axes[0, 0].set_xlabel('Time (ms)')\n",
    "axes[0, 0].set_ylabel('Membrane Potential')\n",
    "axes[0, 0].grid(True, alpha=0.3)\n",
    "\n",
    "axes[0, 1].plot(t_volt[:200], async_voltage_matrix[:200, :5], alpha=0.7)\n",
    "axes[0, 1].set_title('Asynchronous Voltage Traces (first 5 neurons)')\n",
    "axes[0, 1].set_xlabel('Time (ms)')\n",
    "axes[0, 1].set_ylabel('Membrane Potential')\n",
    "axes[0, 1].grid(True, alpha=0.3)\n",
    "\n",
    "# Plot population averages\n",
    "axes[1, 0].plot(t_volt, jnp.mean(sync_voltage_matrix, axis=1), 'r-', linewidth=2, label='Population average')\n",
    "axes[1, 0].set_title('Synchronized Population Average')\n",
    "axes[1, 0].set_xlabel('Time (ms)')\n",
    "axes[1, 0].set_ylabel('Average Potential')\n",
    "axes[1, 0].grid(True, alpha=0.3)\n",
    "axes[1, 0].legend()\n",
    "\n",
    "axes[1, 1].plot(t_volt, jnp.mean(async_voltage_matrix, axis=1), 'b-', linewidth=2, label='Population average')\n",
    "axes[1, 1].set_title('Asynchronous Population Average')\n",
    "axes[1, 1].set_xlabel('Time (ms)')\n",
    "axes[1, 1].set_ylabel('Average Potential')\n",
    "axes[1, 1].grid(True, alpha=0.3)\n",
    "axes[1, 1].legend()\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "# Compare synchrony indices\n",
    "plt.figure(figsize=(8, 6))\n",
    "conditions = ['Synchronized', 'Asynchronous']\n",
    "sync_indices = [sync_index_volt_sync, sync_index_volt_async]\n",
    "colors = ['red', 'blue']\n",
    "\n",
    "bars = plt.bar(conditions, sync_indices, color=colors, alpha=0.7)\n",
    "plt.ylabel('Voltage Fluctuation Synchrony Index')\n",
    "plt.title('Synchrony Comparison: Voltage Fluctuation Method')\n",
    "plt.grid(True, alpha=0.3, axis='y')\n",
    "\n",
    "# Add value labels\n",
    "for bar, value in zip(bars, sync_indices):\n",
    "    plt.text(bar.get_x() + bar.get_width() / 2, bar.get_height() + 0.05,\n",
    "             f'{value:.3f}', ha='center', va='bottom')\n",
    "\n",
    "plt.axhline(y=1.0, color='black', linestyle='--', alpha=0.5, label='No synchrony (χ² = 1)')\n",
    "plt.legend()\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Voltage synchrony (synchronized): 0.9863\n",
      "Voltage synchrony (asynchronous): 0.0758\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1500x1000 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 8
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 5. Functional Connectivity\n",
    "\n",
    "Analyze statistical dependencies between neurons using correlation-based connectivity."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:43.752370Z",
     "start_time": "2025-09-23T12:42:42.457727Z"
    }
   },
   "source": [
    "# Calculate functional connectivity from spike data\n",
    "# Convert spikes to firing rates for connectivity analysis\n",
    "window_size = 10  # Bin size for rate calculation\n",
    "n_bins = n_timesteps // window_size\n",
    "binned_rates = spike_matrix[:n_bins * window_size].reshape(n_bins, window_size, n_neurons).sum(axis=1)\n",
    "\n",
    "# Compute functional connectivity matrix\n",
    "fc_matrix = braintools.metric.functional_connectivity(binned_rates)\n",
    "\n",
    "print(f\"Functional connectivity matrix shape: {fc_matrix.shape}\")\n",
    "print(f\"Connectivity range: {jnp.min(fc_matrix):.3f} to {jnp.max(fc_matrix):.3f}\")\n",
    "\n",
    "# Visualize connectivity matrix\n",
    "plt.figure(figsize=(12, 10))\n",
    "\n",
    "# Full connectivity matrix\n",
    "plt.subplot(2, 2, 1)\n",
    "im1 = plt.imshow(fc_matrix, cmap='RdBu_r', vmin=-1, vmax=1)\n",
    "plt.title('Full Functional Connectivity Matrix')\n",
    "plt.xlabel('Neuron Index')\n",
    "plt.ylabel('Neuron Index')\n",
    "plt.colorbar(im1, label='Correlation')\n",
    "\n",
    "# Add group boundaries\n",
    "for boundary in [20, 35]:\n",
    "    plt.axhline(boundary - 0.5, color='white', linewidth=2)\n",
    "    plt.axvline(boundary - 0.5, color='white', linewidth=2)\n",
    "\n",
    "# Within-group connectivity (bursting neurons)\n",
    "plt.subplot(2, 2, 2)\n",
    "burst_fc = fc_matrix[20:35, 20:35]\n",
    "im2 = plt.imshow(burst_fc, cmap='RdBu_r', vmin=-1, vmax=1)\n",
    "plt.title('Bursting Group Connectivity')\n",
    "plt.xlabel('Neuron Index (within group)')\n",
    "plt.ylabel('Neuron Index (within group)')\n",
    "plt.colorbar(im2, label='Correlation')\n",
    "\n",
    "# Within-group connectivity (oscillatory neurons)\n",
    "plt.subplot(2, 2, 3)\n",
    "osc_fc = fc_matrix[35:, 35:]\n",
    "im3 = plt.imshow(osc_fc, cmap='RdBu_r', vmin=-1, vmax=1)\n",
    "plt.title('Oscillatory Group Connectivity')\n",
    "plt.xlabel('Neuron Index (within group)')\n",
    "plt.ylabel('Neuron Index (within group)')\n",
    "plt.colorbar(im3, label='Correlation')\n",
    "\n",
    "# Connectivity strength distribution\n",
    "plt.subplot(2, 2, 4)\n",
    "# Extract upper triangular part (exclude diagonal)\n",
    "upper_tri_indices = jnp.triu_indices_from(fc_matrix, k=1)\n",
    "connectivity_values = fc_matrix[upper_tri_indices]\n",
    "\n",
    "plt.hist(connectivity_values, bins=30, alpha=0.7, density=True)\n",
    "plt.xlabel('Correlation Coefficient')\n",
    "plt.ylabel('Density')\n",
    "plt.title('Distribution of Pairwise Correlations')\n",
    "plt.axvline(jnp.mean(connectivity_values), color='red', linestyle='--',\n",
    "            label=f'Mean: {jnp.mean(connectivity_values):.3f}')\n",
    "plt.legend()\n",
    "plt.grid(True, alpha=0.3)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "# Calculate summary statistics\n",
    "print(f\"\\nConnectivity Summary:\")\n",
    "print(f\"Mean correlation: {jnp.mean(connectivity_values):.4f}\")\n",
    "print(f\"Std correlation: {jnp.std(connectivity_values):.4f}\")\n",
    "print(f\"Max correlation: {jnp.max(connectivity_values):.4f}\")\n",
    "print(f\"Min correlation: {jnp.min(connectivity_values):.4f}\")\n",
    "\n",
    "# Group-specific connectivity\n",
    "random_indices = jnp.triu_indices_from(fc_matrix[:20, :20], k=1)\n",
    "burst_indices = jnp.triu_indices_from(burst_fc, k=1)\n",
    "osc_indices = jnp.triu_indices_from(osc_fc, k=1)\n",
    "\n",
    "print(f\"\\nGroup-wise connectivity:\")\n",
    "print(f\"Random group mean: {jnp.mean(fc_matrix[:20, :20][random_indices]):.4f}\")\n",
    "print(f\"Burst group mean: {jnp.mean(burst_fc[burst_indices]):.4f}\")\n",
    "print(f\"Oscillatory group mean: {jnp.mean(osc_fc[osc_indices]):.4f}\")"
   ],
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Functional connectivity matrix shape: (50, 50)\n",
      "Connectivity range: -0.306 to 1.000\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1200x1000 with 7 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Connectivity Summary:\n",
      "Mean correlation: 0.0413\n",
      "Std correlation: 0.1846\n",
      "Max correlation: 1.0000\n",
      "Min correlation: -0.3061\n",
      "\n",
      "Group-wise connectivity:\n",
      "Random group mean: -0.0102\n",
      "Burst group mean: 0.4940\n",
      "Oscillatory group mean: -0.0107\n"
     ]
    }
   ],
   "execution_count": 9
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 6. Comparing Synchrony Measures\n",
    "\n",
    "Compare different synchrony measures on the same data."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-23T12:42:47.531114Z",
     "start_time": "2025-09-23T12:42:43.903828Z"
    }
   },
   "source": [
    "# Compare synchrony measures across different bin sizes\n",
    "bin_sizes = [1.0, 2.0, 5.0, 10.0, 20.0]  # ms\n",
    "cross_corr_values = []\n",
    "\n",
    "for bin_size in bin_sizes:\n",
    "    sync_val = braintools.metric.cross_correlation(spike_matrix, bin=bin_size, dt=dt.to_decimal(u.ms))\n",
    "    cross_corr_values.append(sync_val)\n",
    "\n",
    "plt.figure(figsize=(12, 8))\n",
    "\n",
    "# Plot synchrony vs bin size\n",
    "plt.subplot(2, 2, 1)\n",
    "plt.plot(bin_sizes, cross_corr_values, 'o-', linewidth=2, markersize=8)\n",
    "plt.xlabel('Bin Size (ms)')\n",
    "plt.ylabel('Cross-correlation Index')\n",
    "plt.title('Synchrony vs. Temporal Resolution')\n",
    "plt.grid(True, alpha=0.3)\n",
    "\n",
    "# Compare firing rate smoothing windows\n",
    "smoothing_windows = [1, 2, 5, 10, 15, 20] * u.ms\n",
    "rate_variability = []\n",
    "\n",
    "for window in smoothing_windows:\n",
    "    rate = braintools.metric.firing_rate(spike_matrix, window, dt)\n",
    "    # Calculate coefficient of variation\n",
    "    cv = jnp.std(rate) / jnp.mean(rate)\n",
    "    rate_variability.append(cv)\n",
    "\n",
    "plt.subplot(2, 2, 2)\n",
    "window_values = [float(w.to_decimal(u.ms)) for w in smoothing_windows]\n",
    "plt.plot(window_values, rate_variability, 's-', linewidth=2, markersize=8, color='green')\n",
    "plt.xlabel('Smoothing Window (ms)')\n",
    "plt.ylabel('Rate Variability (CV)')\n",
    "plt.title('Rate Variability vs. Smoothing')\n",
    "plt.grid(True, alpha=0.3)\n",
    "\n",
    "# Time-resolved synchrony analysis\n",
    "plt.subplot(2, 1, 2)\n",
    "window_duration = 100  # Time steps\n",
    "step_size = 20\n",
    "time_resolved_sync = []\n",
    "time_centers = []\n",
    "\n",
    "for start_idx in range(0, n_timesteps - window_duration, step_size):\n",
    "    end_idx = start_idx + window_duration\n",
    "    window_spikes = spike_matrix[start_idx:end_idx, :]\n",
    "\n",
    "    if jnp.sum(window_spikes) > 0:  # Only analyze if there are spikes\n",
    "        sync_val = braintools.metric.cross_correlation(window_spikes, bin=5.0, dt=dt.to_decimal(u.ms))\n",
    "        time_resolved_sync.append(sync_val)\n",
    "        time_centers.append((start_idx + end_idx) / 2 * dt.to_decimal(u.ms))\n",
    "\n",
    "plt.plot(time_centers, time_resolved_sync, 'o-', linewidth=2, markersize=6, color='purple')\n",
    "plt.xlabel('Time (ms)')\n",
    "plt.ylabel('Cross-correlation Index')\n",
    "plt.title('Time-Resolved Synchrony Analysis')\n",
    "plt.grid(True, alpha=0.3)\n",
    "\n",
    "# Mark burst times\n",
    "for t in [t * dt.to_decimal(u.ms) for t in burst_times]:\n",
    "    plt.axvline(t, color='red', linestyle='--', alpha=0.7)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "print(f\"Synchrony varies with bin size from {min(cross_corr_values):.4f} to {max(cross_corr_values):.4f}\")\n",
    "print(f\"Rate variability decreases with smoothing from {max(rate_variability):.3f} to {min(rate_variability):.3f}\")"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1200x800 with 3 Axes>"
      ],
      "image/png": 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u3boJzZs3F/Lz8+VtMplMaNu2rdCgQYOXxvvZZ58JAIS4uDh5W2ZmpqCvry8MHTpU3paXl6e0r5+fn1CvXj2FttLXj0OHDin1d3JyEkaOHCl/nJ+fL38tLHX37l1BT09PmDt3rrzt6NGjAgBBIpEonK+UnoMtX75c3vb866QgKJ8rlP6Mnj3Padq0aZmvu6XnSjExMfK2wsJCwcrKSiGXspTue+XKFYV2V1dXoWvXrvLHLVu2FPr06fPCsSoqLy9PaNSokQBAcHJyEkaNGiWsX79eSE5OVuo7cuRIAYDw7bffytuePHkiGBgYCCKRSNi+fbu8PTY2Vul5rOh5TkXPDV/0e14a67O/F4IgCO7u7oKnp6dC2/NjVPQ9yYULFwQAwv/93/8p9Bs1alSFzjeJXoRXTFGN1b17d0RGRqJfv364dOkSFi9eDD8/P0gkEoXLt83MzPDuu+/il19+kX9yIpVKsWPHDvj7+8PIyEhh3CFDhih8mld66fmdO3cAAKmpqTh+/DhGjx6NOnXqKOxb1tL0H3/8scLjDh064PHjx8jKylJo79SpE1xdXeWPpVIp/vrrL/j7+6NevXrydnt7ewwbNgwnT55UGmPcuHEKMXTo0AFSqRT3798HAIjFYgwfPhz79+9Hdna2vN/WrVvRtm1b1K1bVyn+Z3MbNGgQDh48iJycHHn7jh07IJFI0L59ewCQ31r5xx9/lHnLYGXatWsXmjRpgsaNGyMtLU3+1bVrVwBQuvWtW7duCpe3+/j4AAAGDBgAExMTpfbSn3kpbW1tfPTRR/LHurq6+Oijj5CSkoILFy4AAA4ePAg7OzsMHTpU3k9HRweTJk1CTk4O/vnnH4UxBwwYoDR5u5aWlnyeKZlMhvT0dBQXF8PLy+u1Pj0sNWvWLFhbW8POzg4dOnRATEwMli5dioEDB8r77Nq1Cx06dICFhYXCc+rr6wupVIrjx48DKPk55+bmvvAy+4MHD6JVq1by3w0AMDY2xrhx43Dv3j1cv379tXN5HQcPHgQAhSu/AODTTz8FAKWrAV1dXeX//oGSTzMbNWqk9HtBRETKfH19YW1tDUdHRwwcOBBGRkbYv38/ateuLe/zpq936enpOHLkiPxKkNLXrMePH8PPzw83b9586UqApVeLP3vV1K+//or8/Hz5bXwAYGBgIP8+MzMTaWlp6NSpE+7cuYPMzEyFMevWrSufKuJF9PT05JOhS6VSPH78GMbGxmjUqFGZ+Y8YMULhfGXgwIGwt7eXv76pwuDBg6Gvr69w1dThw4eRlpb20jk/+/fvD21tbezYsUPedvXqVVy/fl3hynZzc3Ncu3YNN2/efON4DQwMcObMGXz22WcASm5bHDNmDOzt7TFx4kSlW/cBKEx+b25ujkaNGsHIyEhhLrRGjRrB3Nxc4Rygouc5r3pu+CJlva+o6HnJy96TlE4jMmHCBIV+XFCKKgMLU1SjeXt7Y8+ePXjy5AnOnj2L6dOnIzs7GwMHDlR40ztixAg8ePAAJ06cAAD8/fffSE5OxgcffKA05vPFptIi1ZMnTwD8V6xo1qxZhWJ82Xilni8KpaamIi8vr8x5n5o0aQKZTKY0r0BFjjVixAg8ffpUfolxXFwcLly4UOZz8bwhQ4bg6dOn8sJfTk4ODh48iEGDBskLYp06dcKAAQMwZ84cWFlZ4d1338WGDRvKPBF4Uzdv3sS1a9dgbW2t8NWwYUMAypPgP//8mJmZAQAcHR3LbH/+Z+Tg4KBUyCw9VuktCvfv30eDBg2UVt1p0qSJfPuzyisGbtq0CS1atJDPtWBtbS2f7+J1jRs3DuHh4fj9998xZcoUPH36VGlegps3b+LQoUNKz6mvry+A/57TCRMmoGHDhujVqxdq166N0aNHy09oSt2/f7/c39/S7W/T/fv3IRaL4eLiotBuZ2cHc3NzpXie/30BSv5NPf97QUREylatWoXw8HDs3r0bvXv3RlpaWpmTf7/J692tW7cgCAK+/vprpdetWbNmAXj5gjgtWrRAs2bNFOZK2rZtG6ysrBSKS//++y98fX1hZGQEc3NzWFtb48svvwSAMgtTFSGTyfD999+jQYMG0NPTg5WVFaytrXH58uUy82/QoIHCY5FIBBcXF6V5MSuTubk53nnnHYXC3datWyGRSOQfBJbHysoK3bp1U7idb8eOHdDW1la4RW3u3LnIyMhAw4YN0bx5c3z22We4fPnya8dsZmaGxYsX4969e7h37x7Wr1+PRo0aYeXKlZg3b55CX319faUPCM3MzFC7dm2lD5zNzMwUzgEqep7zqueG5Skr1lc5L3nZ+4TS86Tnf3+fP28ieh0sTJFG0NXVhbe3N7799lusXr0aRUVF2LVrl3y7n58fbG1tsWXLFgDAli1bYGdnJ3+z/azyVikRKnCfelkqOt6zn8S9roocy9XVFZ6engrPha6uboVWyGndujWcnZ3lJxi///47nj59qvCpl0gkwu7duxEZGYmgoCDEx8dj9OjR8PT0VLjSqjLIZDI0b94c4eHhZX49/4lPec9PZf/MX0VZP/ctW7Zg1KhRqF+/PtavX49Dhw4hPDwcXbt2fekS0C/SoEED+Pr6yueymDJlCqZNm4bz58/L+8hkMnTv3r3c53TAgAEAShYYiI6Oxv79+9GvXz8cPXoUvXr1wsiRI187vmeVdfUhAKVCWmWO/Tx1/l4QEVV3rVq1gq+vLwYMGID9+/ejWbNmGDZsmMK5wJu+3pX2mTp1armvWxV5U/3+++/jxo0bOH/+PJKSknD06FEMHjxYvrLr7du30a1bN6SlpWHZsmU4cOAAwsPDMWXKFIU4SlX0nO7bb79FcHAwOnbsiC1btuDw4cMIDw9H06ZN3+j1vrKNGDECd+7cwalTp5CdnY39+/dj6NChSoWWsrz33nu4ceOGfM6wnTt3olu3brCyspL36dixI27fvo2wsDA0a9YMP/30Ezw8PPDTTz+9cexOTk4YPXo0/v33X5ibmyvNl1UVzw3L86YrKVbFnEhzcJ1s0jilSxMnJibK27S0tDBs2DBs3LgRixYtwr59+zB27NjX+gNfelvdyyZdf1PW1tYwNDREXFyc0rbY2FiIxWKlK30qasSIEQgODkZiYiK2bduGPn36KNy++CKDBw/G8uXLkZWVhR07dsDZ2RmtW7dW6te6dWu0bt0a33zzDbZt24bhw4dj+/btCpdLv6n69evj0qVL6NatW4WLDW8iISEBubm5CldN3bhxAwDktwg6OTnh8uXLkMlkCidssbGx8u0vs3v3btSrVw979uxRyKv009/KMmPGDKxbtw5fffWV/Gqn+vXrIycnp8yi7fN0dXXxzjvv4J133oFMJsOECROwZs0afP3113BxcYGTk1O5v7/Ai58LCwuLMi9Nf/5TxVf5uTs5OUEmk+HmzZvyTymBkslLMzIyKvSzISKiV6elpYUFCxbIJ7eeNm0agIq/3pX3t770nExHR6dCr1vlGTp0KKZPn45t27bByckJUqlU4Ta+33//HQUFBdi/f7/CVSdvulru7t270aVLF6xfv16hPSMjQ6FwU+r5W90EQcCtW7fQokWLN4oDePHrac+ePWFtbY2tW7fCx8cHeXl5FbrSHgD8/f3x0UcfyW/nu3HjBqZPn67Uz9LSEoGBgQgMDEROTg46duyI2bNnV9p5o4WFBerXr1+p5+8VPc+p6Lnh2ziXfZHS86S7d+8qXJ1369YtNUZFNQWvmKIa6+jRo2VW+Evvs3/+0toPPvgAT548wUcffYScnJyX3hdfHmtra3Ts2BFhYWF48OCBwrbK/MRBS0sLPXr0wG+//aZwiXZycjK2bduG9u3bKyx5+yqGDh0KkUiEyZMn486dO6/0XAwZMgQFBQXYtGkTDh06pHSl1ZMnT5Seh9LVaJ69ne/27dsKS0a/jsGDByM+Ph7r1q1T2vb06VPk5ua+0fjPKy4uli/5DJQsc71mzRpYW1vD09MTANC7d28kJSUpzKdQXFyMFStWwNjYGJ06dXrpcUoLps8+j2fOnEFkZGRlpQKg5PL8jz76CIcPH5Z/kjl48GBERkYqrdwIlJwoFxcXAwAeP36ssE0sFstPjEt/zr1798bZs2cV4s7NzcXatWvh7OysMKfa8+rXr4/Y2FikpqbK2y5duqSw6h8AGBoaymN7md69ewMoWX3oWcuWLQMArjpDRKRCnTt3RqtWrRASEoL8/HwAFX+9K+9vvY2NDTp37ow1a9YofCBZ6tnXkBepU6cOOnTogB07dmDLli2oW7cu2rZtK99eVpyZmZnYsGFDhcYvj5aWltI5065du8qdF+vnn39WmCN09+7dSExMRK9evd4oDgAwMjIq97VUW1sbQ4cOxc6dO7Fx40Y0b968wsUwc3Nz+Pn5YefOndi+fTt0dXXlKx2Wev6cwtjYGC4uLgrnjZmZmYiNjX3pLZ6XLl1CWlqaUvv9+/dx/fr1Mm+9e10VPc+p6Lnhq5zTqELpras//vijQvuKFSvUEQ7VMLxiimqsiRMnIi8vDwEBAWjcuDEKCwtx6tQp+VU8gYGBCv3d3d3RrFkz+YTZHh4er33sH374Ae3bt4eHhwfGjRuHunXr4t69ezhw4ID8DX5lmD9/PsLDw9G+fXtMmDAB2traWLNmDQoKCrB48eLXHtfa2ho9e/bErl27YG5u/kpvyD08PODi4oIZM2agoKBA4TY+oGSuiB9//BEBAQGoX78+srOzsW7dOpiamsoLA0DJROQA3mhehA8++AA7d+7Exx9/jKNHj6Jdu3aQSqWIjY3Fzp07cfjwYfkVdJXBwcEBixYtwr1799CwYUPs2LED0dHRWLt2LXR0dACUzOO0Zs0ajBo1ChcuXICzszN2796Nf//9FyEhIQqTlpanb9++2LNnDwICAtCnTx/cvXsXoaGhcHV1rfTbISdPnoyQkBAsXLgQ27dvx2effYb9+/ejb9++GDVqFDw9PZGbm4srV65g9+7duHfvHqysrPDhhx8iPT0dXbt2Re3atXH//n2sWLECbm5u8quRpk2bhl9++QW9evXCpEmTYGlpiU2bNuHu3bv49ddfX3gLwOjRo7Fs2TL4+flhzJgxSElJQWhoKJo2baow6b+BgQFcXV2xY8cONGzYEJaWlmjWrFmZc8C1bNkSI0eOxNq1a5GRkYFOnTrh7Nmz2LRpE/z9/dGlS5dKfW6JiEjRZ599hkGDBmHjxo34+OOPK/x696K/9atWrUL79u3RvHlzjB07FvXq1UNycjIiIyPx6NEjXLp0qUKxvf/++xg3bhwSEhIwY8YMhW09evSQXyVc+gHnunXrYGNjU2ZBrKL69u2LuXPnIjAwEG3btsWVK1ewdetWhUVvnmVpaYn27dsjMDAQycnJCAkJgYuLC8aOHfvaMZTy9PTE6tWrMX/+fLi4uMDGxkZhDqkRI0bghx9+wNGjR7Fo0aJXGnvIkCF4//338eOPP8LPz0++UE4pV1dXdO7cGZ6enrC0tMT58+exe/duBAUFyfvs3bsXgYGB2LBhA0aNGlXuscLDwzFr1iz069cPrVu3hrGxMe7cuYOwsDAUFBRg9uzZrxT7i1T0PKei54avck6jCp6enhgwYABCQkLw+PFjtG7dGv/884/87gB1X9FF1dxbXweQ6C35888/hdGjRwuNGzcWjI2NBV1dXcHFxUWYOHFimUvCCoIgLF68WGlZ2FKlS9Z/9913SttQxhKpV69eFQICAgRzc3NBX19faNSokfD111/Lt5cuzZqamqqwX1lL9AIQPvnkkzJjjoqKEvz8/ARjY2PB0NBQ6NKli3Dq1Kkyxzx37pxCe+nywkePHlUat3SJ4XHjxpV53BeZMWOGAEBwcXEpM96hQ4cKderUEfT09AQbGxuhb9++wvnz5xX6OTk5KS1n/DJ9+vRR2qewsFBYtGiR0LRpU0FPT0+wsLAQPD09hTlz5giZmZnyfmU9x+X9zEuft127dsnbOnXqJDRt2lQ4f/680KZNG0FfX19wcnISVq5cqRRncnKyEBgYKFhZWQm6urpC8+bNhQ0bNlTo2IJQssz1t99+Kzg5OQl6enqCu7u78Mcff1RoCeiyvOhYglCyDLCWlpZw69YtQRBKljqePn264OLiIujq6gpWVlZC27ZthSVLlgiFhYWCIAjC7t27hR49egg2NjaCrq6uUKdOHeGjjz4SEhMTFca+ffu2MHDgQPm/k1atWgl//PFHmfE9/xxt2bJFqFevnqCrqyu4ubkJhw8fLvM5OHXqlODp6Sno6uoqPB+l/wafVVRUJMyZM0eoW7euoKOjIzg6OgrTp09XWGZcEEp+P8taurpTp05lLqdNREQlyjsnEQRBkEqlQv369YX69esLxcXFr/R6V97fekEoea0ZMWKEYGdnJ+jo6AgSiUTo27evsHv37grHnZ6eLujp6QkAhOvXrytt379/v9CiRQtBX19fcHZ2FhYtWiSEhYUpndOV9/pRum3kyJHyx/n5+cKnn34q2NvbCwYGBkK7du2EyMhIpdea0vOSX375RZg+fbpgY2MjGBgYCH369BHu37+vcIyKnCuUdS6alJQk9OnTRzAxMREAlPla17RpU0EsFguPHj0qM7/yZGVlCQYGBgIAYcuWLUrb58+fL7Rq1UowNzcXDAwMhMaNGwvffPON/Jzj2ZifP1d43p07d4SZM2cKrVu3FmxsbARtbW3B2tpa6NOnj3DkyBGFviNHjhSMjIyUxig953teWT/bipznCELFzg0Fofzf8/JiLetc5/mf96u8J8nNzRU++eQTwdLSUjA2Nhb8/f2FuLg4AYCwcOFCpeMTVZRIEDibGVGp5cuXY8qUKbh3716ZK25pkt9++w3+/v44fvw4OnTooO5wqrzOnTsjLS1N5XOLEREREVVF7u7usLS0REREhLpDobcoOjoa7u7u2LJli8Lca0SvgnNMEf2PIAhYv349OnXqpPFFKQBYt24d6tWrh/bt26s7FCIiIiKqws6fP4/o6GiMGDFC3aGQCj19+lSpLSQkBGKxGB07dlRDRFRTcI4p0ni5ubnYv38/jh49iitXruC3335Td0hqtX37dly+fBkHDhzA8uXLeb84EREREZXp6tWruHDhApYuXQp7e3uluUWpZlm8eDEuXLiALl26QFtbG3/++Sf+/PNPjBs37rVXAycCWJgiQmpqKoYNGwZzc3N8+eWX6Nevn7pDUquhQ4fC2NgYY8aMwYQJE9QdDhERERFVUbt378bcuXPRqFEj/PLLL9DX11d3SKRCbdu2RXh4OObNm4ecnBzUqVMHs2fPVloQgOhVcY4pIiIiIiIiIiJSC84xRUREREREREREasHCFBERERERERERqQXnmCqDTCZDQkICTExMOPEzERGRBhEEAdnZ2XBwcIBYzM/v3hTPqYiIiDTTq5xTsTBVhoSEBK4qQEREpMEePnyI2rVrqzuMao/nVERERJqtIudULEyVwcTEBEDJE2hqaqrmaFRPJpMhNTUV1tbWGvXpsCbmzZw1I2dAM/NmzpqRM6DavLOysuDo6Cg/F6A3w3Oqmk8TcwY0M29NzBnQzLyZs2bkDFSdcyoWpspQeqm5qampxpxE5efnw9TUVOP+EWpa3sxZM3IGNDNv5qwZOQNvJ2/edlY5eE5V82lizoBm5q2JOQOamTdz1oycgapzTqU5zzgREREREREREVUpLEwREREREREREZFasDBFRERERERERERqUS0KU6tWrYKzszP09fXh4+ODs2fPltu3c+fOEIlESl99+vR5ixETEREREREREdHLVPnC1I4dOxAcHIxZs2YhKioKLVu2hJ+fH1JSUsrsv2fPHiQmJsq/rl69Ci0tLQwaNOgtR05ERERERERERC9S5VflW7ZsGcaOHYvAwEAAQGhoKA4cOICwsDBMmzZNqb+lpaXC4+3bt8PQ0JCFKSIiIqJq6kHmA6TlpVW4v5WhFeqY1VFhRERERFRZqnRhqrCwEBcuXMD06dPlbWKxGL6+voiMjKzQGOvXr8d7770HIyMjVYVJREREb0F+kRQHryTi8LUkpGbkwtr8Efya2qF3c3vo62ipOzxSkQeZD9BoZSPkF+dXeB99bX3EBcWxOEVERFQNVOnCVFpaGqRSKWxtbRXabW1tERsb+9L9z549i6tXr2L9+vUv7FdQUICCggL546ysLACATCaDTCZ7jcirF5lMBkEQNCLXZ2li3sxZc2hi3sy5Zvs7JhlTd11GVn4xxCJAJgDihBwcvpaM2fuvYemgFujWxPblA72EJjyX1U1aXtorFaUAIL84H2l5aSxMERERVQNVujD1ptavX4/mzZujVatWL+y3YMECzJkzR6k9NTUV+fmvdiJUHclkMmRmZkIQBIjFVX7asUqjiXkzZ83IGdDMvJlzzc35+O0MfPH7bfljmaD4/+z8YozbHIVF79RHx/rmb3Ss7OzsN9qfiIiIiF5NlS5MWVlZQUtLC8nJyQrtycnJsLOze+G+ubm52L59O+bOnfvS40yfPh3BwcHyx1lZWXB0dIS1tTVMTU1fL/hqRCaTQSQSwdrauka/sXmeJubNnDUjZ0Az82bONTPngiIp5odfAgAI5fQRAIgAzA+/jzNe9aH3Brf16evrv/a+RERERPTqqnRhSldXF56enoiIiIC/vz+AkpPwiIgIBAUFvXDfXbt2oaCgAO+///5Lj6Onpwc9PT2ldrFYXGNP9J8nEok0Kt9Smpg3c9Ycmpg3c655/ryWgKz84pf2EwBk5Rfj0PVkBLjXfu3j1dTnkYiIiKiqqvJnX8HBwVi3bh02bdqEmJgYjB8/Hrm5ufJV+kaMGKEwOXqp9evXw9/fH7Vq1XrbIRMREVEl+eNyIkQV7CsWAYevJr+8IxERERFVGVX6iikAGDJkCFJTUzFz5kwkJSXBzc0Nhw4dkk+I/uDBA6VPN+Pi4nDy5En89ddf6giZiIiI3kB+kRRHYlOw92I8jsamlHsL3/NkApDxtFClsRERERFR5aryV0wBQFBQEO7fv4+CggKcOXMGPj4+8m3Hjh3Dxo0bFfo3atQIgiCge/fubzlSIiIieh0ymYAzdx5j+p7L8P7mb0zYGoXw68kVLkoBJVdMmRvoqixGdVu1ahWcnZ2hr68PHx8fnD17tty+e/bsgZeXF8zNzWFkZAQ3Nzds3rxZoc+oUaMgEokUvnr27KnQJz09HcOHD4epqSnMzc0xZswY5OTkqCQ/IiIi0kxV/oopIiIiqrlupeRg78VH2HcxAfEZT5W2m+hrI7sCc0wBJVdM+TWzrewQq4QdO3YgODgYoaGh8PHxQUhICPz8/BAXFwcbGxul/paWlpgxYwYaN24MXV1d/PHHHwgMDISNjQ38/Pzk/Xr27IkNGzbIHz8/5+bw4cORmJiI8PBwFBUVITAwEOPGjcO2bdtUlywRERFpFBamiIiI6K1KyynA/ugE7IuOx+VHmUrbDXW10LOZHQLcJfCsY4HWCyOQ/bT4hVdPiQCYGmijVzN7lcWtTsuWLcPYsWPlc2yGhobiwIEDCAsLw7Rp05T6d+7cWeHx5MmTsWnTJpw8eVKhMKWnp1fuSscxMTE4dOgQzp07By8vLwDAihUr0Lt3byxZsgQODg6VlB0RERFpMhamiIiISOWeFkoRHpOMvVGPcPxmGqQyxTKTWAR0aGCNAHcJejS1haHuf6coywa5Yezm8xAJKLM4Jfrff5YOcoO+jpZK81CHwsJCXLhwQWGxF7FYDF9fX0RGRr50f0EQcOTIEcTFxWHRokUK244dOwYbGxtYWFiga9eumD9/vnzhmMjISJibm8uLUgDg6+sLsViMM2fOICAgQOlYBQUFKCgokD/OysoCULKqskwme7XE/+dN9nvdfV+XTCaDIAhv/bjqpIk5A5qZtybmDGhm3sxZc6gy71cZk4UpIiIiUgnp/+aN2nMxHoeuJiGnQPmWvKYOpghwl6CfmwNsTPTLHMfX1RZrP/DC1F3RyHxaDLGo5La90v+bGmhj6SA3+LrWzNv40tLSIJVK5Qu/lLK1tUVsbGy5+2VmZkIikaCgoABaWlr48ccfFebf7NmzJ/r374+6devi9u3b+PLLL9GrVy9ERkZCS0sLSUlJSrcJamtrw9LSEklJSWUec8GCBZgzZ45Se2pqKvLz818lbbn09PTX3i9FK+W19n1dMpkMmZmZEARBaXGemkoTcwY0M29NzBnQzLyZs2bkDKg27+zs7Ar3ZWGKiIiIKlVcUjb2XHyE3y4mIClLuRjhYKaPd90lCHCXoKGtSYXG7O5qizNf+uLPq4k4dDUJqZm5sDYzQs9mdujVzL5GXin1pkxMTBAdHY2cnBxEREQgODgY9erVk9/m995778n7Nm/eHC1atED9+vVx7NgxdOvW7bWOOX36dAQHB8sfZ2VlwdHREdbW1jA1NX2tMRvqNYS+lj7ypRUvbOlr6aNh7YawMVOef0uVZDIZRCIRrK2tNeaNjSbmDGhm3pqYM6CZeTNnzcgZUG3e+vplf+BYFhamiIiI6I2lZOXjt+gE7LkYj5jELKXtJnra6NXcDgHuteFT1xJiseiVj6Gvo4UA99p4t6UDUlJSYGNjoxEnj1ZWVtDS0kJycrJCe3JycrnzQwElt/u5uLgAANzc3BATE4MFCxYozT9Vql69erCyssKtW7fQrVs32NnZISVF8Yqj4uJipKenl3tcPT09pQnUS2N53Z+Vs4Uz4ibGIS0vTWlbSGQINl8pWW3w+x7fo6NzRwCAlaEV6pjVea3jvSmRSPRG+VZHmpgzoJl5a2LOgGbmzZw1h6ryfpXxWJgiIiKi15JbUIzD15Kw92I8/r2VhuemjYK2WIRODa0R4CGBbxNbXtX0mnR1deHp6YmIiAj4+/sDKPmEMyIiAkFBQRUeRyaTKcz/9LxHjx7h8ePHsLcvmUC+TZs2yMjIwIULF+Dp6QkAOHLkCGQyGXx8fF4/oddQx6xOmYWmvo36ygtT6fnp8LD3eKtxERER0ZtjYYqIiIgqrFgqw7+3H2Nv1CMcvpaMp0VSpT4tHc3R312Cvi3sUctY+eoZenXBwcEYOXIkvLy80KpVK4SEhCA3N1e+St+IESMgkUiwYMECACVzPXl5eaF+/fooKCjAwYMHsXnzZqxevRoAkJOTgzlz5mDAgAGws7PD7du38fnnn8PFxUW+al+TJk3Qs2dPjB07FqGhoSgqKkJQUBDee++9KrMin7eDt/z7cwnn1BgJERERvS4WpoiIiOiFBEHAtYQs7L0Yj/2XEpCarXzVjaOlAQLcJHjXXYL61sZqiLJmGzJkCFJTUzFz5kwkJSXBzc0Nhw4dkk+I/uDBA4VL5nNzczFhwgQ8evQIBgYGaNy4MbZs2YIhQ4YAALS0tHD58mVs2rQJGRkZcHBwQI8ePTBv3jyFW/G2bt2KoKAgdOvWDWKxGAMGDMAPP/zwdpN/AWdzZ9QyqIXHTx/jXPw5CIIAkejVbxMlIiIi9WFhioiIiMqUkPEU+6Ljse9iPG4k5yhtN9XXRt+WDghwl8DLyYIFARULCgoq99a9Y8eOKTyeP38+5s+fX+5YBgYGOHz48EuPaWlpiW3btr1SnG+TSCSCt8Qbh24dwuOnj3Ev4x7qWtRVd1hERET0CliYIiIiIrns/CL8eaVk3qjTdx9DeG7eKB0tEbo2tkGAuwRdGttAT5vzRpF6eTuUFKaAktv5WJgiIiKqXliYIiIi0nBFUhlO3EzFnqh4hF9PRkGxTKmPl5MF/P83b5S5oa4aoiQqm8I8U/HnMLjpYDVGQ0RERK+KhSkiIiINJAgCLj/KxN6L8fj9UgIe5xYq9alrZYQAdwn83SSoU8tQDVESvZy3hBOgExERVWcsTBEREWmQh+l52HcxHnuj43EnNVdpu4WhDt7537xRbo7mnDeKqjw7YzvUNq2NR1mPcCHxAqQyKbTEvMWUiIioumBhioiIqIbLzCvCgSuJ2HvxEc7de6K0XVdbjO5NbBHgLkGnRtbQ0RKXMQpR1eXt4I1HWY+QU5iDuMdxcLV2VXdIREREVEEsTBEREdVAhcUyHI1Lwd6oeByJTUGhVHneKJ+6lujvIUGv5vYw1ddRQ5RElcPbwRt7Y/cCKJlnioUpIiKi6oOFKSIiohpCEAREPXiCPVHxOHAlERl5RUp9XGyMS+aNcpdAYm6ghiiJKt/z80yNdBupxmiIiIjoVbAwRUREVM3dTcvFb5cSse9iPB6k5ylttzLWQ7+WDujvIUFTB1POG0U1jpeDl/x7ToBORERUvbAwRUREVA2l5xZif3Q8dp+7j6tJypOY6+uI4dfUDgHuErR3sYI2542iGsxc3xwNLBvgZvpNRCdFo1BaCF0tXXWHRURERBXAwhQREVE1kV8kxZHYFOyJisexuBQUywSF7SIR0K6+FQLcJfBrZgdjPb7Mk+bwlnjjZvpNFEoLcSX5CjwdPNUdEhEREVUAz1iJiIiqMJlMwLl76dh7sWTeqOz8YqU+je1M0N9Dgn4tJbAz01dDlETq5+3gjW1XtgEouZ2PhSkiIqLqgYUpIiKiKuhWSg72XnyEfRcTEJ/xVGm7rWnJvFEd6+ijXVNniMW8VY80m7fDMxOgx5/Dx14fqzEaIiIiqigWpoiIiKqI1OwC/H4pAXsvxuNKfKbSdkNdLfRsZof+7rXRpn4tiCAgJSVFDZESVT3u9u7QEmlBKkg5AToREVE1wsIUERGRGj0tlOKv60nYezEeJ26mQfrcvFFiEdChgTX6e0jQ3dUWhrr/vXTLnutLpMkMdQzRzKYZLiVfwrXUa8gtzIWRrpG6wyIiIqKXYGGKiIjoLZPKBJy+8xh7ouJx6GoicgulSn2aS8zg7y7BOy3tYWPCeaOIKsLbwRuXki9BJshwMeki2tdpr+6QiIiI6CVYmCIiInpLYpOysDcqHr9FJyApK19pu8TcAO+6OSDAXYIGtiZqiJCoevOWeOOniz8BKJlnioUpIiKiqo+FKSIiIhVKzsrHb9Hx2HsxATGJWUrbTfS00bu5PQI8JGjlbAmxWKSGKIlqBoUJ0DnPFBERUbXAwhQREVElyy0oxqGrSdgXHY9/b6Xh+amgtMUidG5kjQD32ujWxAb6OlrqCZSohmlm0wz62vrIL85nYYqIiKiaYGGKiIioEhRLZfj39mPsjXqEw9eS8bRIed4oN0dz9PeQoE9ze9Qy1lNDlEQ1m46WDtzs3HD60WncSr+FJ0+fwMLAQt1hERER0QuwMEVERPSaBEHAtYQs7L0Yj/2XEpCaXaDUx9HSAAHuteHv5oB61sZqiJJIs3g7eOP0o9MAgPMJ59G9fnc1R0REREQvwsIUERHRK4rPeFoyb1RUPG6m5ChtNzPQQd8W9ghwl8DTyQIiEeeNInpbnp1n6mz8WRamiIiIqjgWpoiIiCogK78Ih64kYc/FRzhzNx3Cc/NG6WqJ0bWxDfzdJejS2Bp62pw3ikgdvCWcAJ2IiKg6YWGKiIioHEVSGY7fSMWei/H4+3oyCoplSn28nS3g714yb5S5oa4aoiSiZzWs1RCmeqbIKshiYYqIiKgaYGGKiIjoGYIg4NKjTOyNeoTfLyciPbdQqU9dKyMEuEvg7yZBnVqGaoiSiMojFonhae+Jo/eOIiE7AQnZCXAwcVB3WERERFQOsboDICIiqgoepufhh4ib6Lb0H/iv+hebIu8rFKUsjXQxso0T9n3SDkc+7YRJ3RqwKEVv1apVq+Ds7Ax9fX34+Pjg7Nmz5fbds2cPvLy8YG5uDiMjI7i5uWHz5s3y7UVFRfjiiy/QvHlzGBkZwcHBASNGjEBCQoLCOM7OzhCJRApfCxcuVFmOleXZeabOxfOqKSIioqqMV0wREZHGyswrwh9XErDvYjzO3XuitF1XW4zurrbo7y5Bx4bW0NHi5zmkHjt27EBwcDBCQ0Ph4+ODkJAQ+Pn5IS4uDjY2Nkr9LS0tMWPGDDRu3Bi6urr4448/EBgYCBsbG/j5+SEvLw9RUVH4+uuv0bJlSzx58gSTJ09Gv379cP78eYWx5s6di7Fjx8ofm5iYqDzfN/X8PFPvNn5XjdEQERHRi7AwRUREGqWgWIqjsanYdzEeR2JTUChVnjeqdT1L9HevjZ7N7WCqr6OGKIkULVu2DGPHjkVgYCAAIDQ0FAcOHEBYWBimTZum1L9z584KjydPnoxNmzbh5MmT8PPzg5mZGcLDwxX6rFy5Eq1atcKDBw9Qp04debuJiQns7OwqPykVUrhiivNMERERVWksTBERUY0nCAKiHjzBnqh4/HE5EZlPi5T6NLAxRoCHBO+6SSAxN1BDlERlKywsxIULFzB9+nR5m1gshq+vLyIjI1+6vyAIOHLkCOLi4rBo0aJy+2VmZkIkEsHc3FyhfeHChZg3bx7q1KmDYcOGYcqUKdDWrtqnkHXM6sDa0Bqpeak4n3AegiBAJBKpOywiIiIqQ9U+qyAiInoDd9NysfdiPPZdjMeD9Dyl7VbGenjXzQEB7hI0dTDlG1eqktLS0iCVSmFra6vQbmtri9jY2HL3y8zMhEQiQUFBAbS0tPDjjz+ie/fuZfbNz8/HF198gaFDh8LU1FTePmnSJHh4eMDS0hKnTp3C9OnTkZiYiGXLlpU5TkFBAQoKCuSPs7KyAAAymQwymfLViark5eCFP2/9ifSn6bj1+BbqW9ZX+TFlMhkEQXjruaqTJuYMaGbempgzoJl5M2fNocq8X2VMFqaIiKhGSc8txMGrSdgTFY/ohxlK2w10tODX1Bb+7hK0d7GCNueNohrKxMQE0dHRyMnJQUREBIKDg1GvXj2l2/yKioowePBgCIKA1atXK2wLDg6Wf9+iRQvo6urio48+woIFC6Cnp6d0zAULFmDOnDlK7ampqcjPz6+cxCrI1cwVf+JPAEBEbARMXFQ/N5ZMJkNmZiYEQYBYrBl/WzQxZ0Az89bEnAHNzJs5a0bOgGrzzs7OrnBfFqaIiKjayy+S4u/rSdh+5i5O38tCsUxQ2C4WAe1crODvJoFfMzsY6/Hlj6oPKysraGlpITk5WaE9OTn5hXM/icViuLi4AADc3NwQExODBQsWKBSmSotS9+/fx5EjRxSuliqLj48PiouLce/ePTRq1Ehp+/Tp0xWKWVlZWXB0dIS1tfVLx65snRp0wtILSwEAN3JvlDlJfGWTyWQQiUSwtrbWmDc2mpgzoJl5a2LOgGbmzZw1I2dAtXnr6+tXuC/PzImIqFqSyQScvZeOvVHxOHglEdkFxUp9mtibIsDdAe+6SWBrWvEXR6KqRFdXF56enoiIiIC/vz+AkhPJiIgIBAUFVXgcmUymcJtdaVHq5s2bOHr0KGrVqvXSMaKjoyEWi8st8ujp6ZV5JZVYLH7rJ/o+tX3k359POP/Wji8SidSSrzppYs6AZuatiTkDmpk3c9Ycqsr7VcarFoWpVatW4bvvvkNSUhJatmyJFStWoFWrVuX2z8jIwIwZM7Bnzx6kp6fDyckJISEh6N2791uMmoiIVOFWSjb2RMXjt+gExGc8Vdpua6oHfzcJAjwkaGz3dq/QIFKV4OBgjBw5El5eXmjVqhVCQkKQm5srX6VvxIgRkEgkWLBgAYCSW+q8vLxQv359FBQU4ODBg9i8ebP8Vr2ioiIMHDgQUVFR+OOPPyCVSpGUlAQAsLS0hK6uLiIjI3HmzBl06dIFJiYmiIyMxJQpU/D+++/DwsJCPU/EK7AxskEdszp4kPkAUYlRkMqk0BJrqTssIiIiek6VL0zt2LEDwcHBCA0NhY+PD0JCQuDn54e4uLgyP60rLCxE9+7dYWNjg927d0MikeD+/ftKK8wQEVH1kZpdgP2XErDvYjyuxGcqbTfS1ULPZnbo7GyInh71oaPNN59UswwZMgSpqamYOXMmkpKS4ObmhkOHDsknRH/w4IHCJ5O5ubmYMGECHj16BAMDAzRu3BhbtmzBkCFDAADx8fHYv38/gJLb/J519OhRdO7cGXp6eti+fTtmz56NgoIC1K1bF1OmTFG4Va+q83bwxoPMB8gtykVMWgya2TRTd0hERET0nCpfmFq2bBnGjh0r/0QwNDQUBw4cQFhYGKZNm6bUPywsDOnp6Th16hR0dHQAAM7Ozm8zZCIiqgRPC6X463oS9l6Mx4mbaZA+N2+UlliEDg2sEOAuQQ9XO+hpi5CSkgItMVfWo5opKCio3Fv3jh07pvB4/vz5mD9/frljOTs7QxCEcrcDgIeHB06fPv3KcVYl3g7e+DXmVwDAufhzLEwRERFVQVW6MFVYWIgLFy5g+vTp8jaxWAxfX19ERkaWuc/+/fvRpk0bfPLJJ/jtt99gbW2NYcOG4YsvvoCWFj9BJyKqyqQyAafvPMaeqHgcupqI3EKpUp/mEjMEuEvwTksHWJv8N5eNpi3vS0Qv5y3xln9/LuEcAt0D1RgNERERlaVKF6bS0tIglUrll6mXsrW1RWxsbJn73LlzB0eOHMHw4cNx8OBB3Lp1CxMmTEBRURFmzZpV5j4FBQUKk4FmZWUBKHmTowlvdGQyGQRB0Ihcn6WJeTNnzVHd8o5JzMJv0QnYfykBSVkFStsdzPXh7yaBv5sDXGyM5e3P5lfdcq4MmpgzoNq8Ne25rOk87T3l359LOKfGSIiIiKg8Vbow9TpkMhlsbGywdu1aaGlpwdPTE/Hx8fjuu+/KLUwtWLAAc+bMUWpPTU1Ffn6+qkNWO5lMhszMTAiCoFErEGhi3sxZM3IGqkfeKTmFCI9Lx58x6biVpjyJubGuFro2tECvxpZoKTGGWCQCkIeUlLwyx6sOOVc2TcwZUG3e2dnZlToeqZeZvhka1WqEuMdxuJR0CQXFBdDTVl41kIiIiNSnShemrKysoKWlheTkZIX25ORk2NnZlbmPvb09dHR0FG7ba9KkCZKSklBYWAhdXV2lfaZPn64wkWdWVhYcHR1hbW0NU9Oav6KTTCaDSCSCtbW1xr2x0bS8mbNm5AxU3bxzCorx17Vk7I2Ox6nbj/H8FDfaYhE6N7KGv5sDujW2gZ5OxW/Brqo5q5Im5gyoNm99ff1KHY/Uz1vijbjHcSiSFeFy8mWF2/uIiIhI/ap0YUpXVxeenp6IiIiAv78/gJKT0YiIiHIn/2zXrh22bdsGmUwmP1m9ceMG7O3tyyxKAYCenh709JQ/PROLxRpzoi8SiTQq31KamDdz1hxVJe9iqQwnb6Vh78V4/HUtGU+LlOeNcq9jjgB3Cfq2cIClUdl/qyuiquT8NmlizoDq8ta051ETtHJohS2XtwAouZ2PhSkiIqKqpUoXpgAgODgYI0eOhJeXF1q1aoWQkBDk5ubKV+kbMWIEJBIJFixYAAAYP348Vq5cicmTJ2PixIm4efMmvv32W0yaNEmdaRARaRRBEHAtIQt7ouKx/1IC0nKU542qY2kIf3cJAtwlqGtlpIYoiUgTPD8BOhEREVUtVb4wNWTIEKSmpmLmzJlISkqCm5sbDh06JJ8Q/cGDBwqfbjo6OuLw4cOYMmUKWrRoAYlEgsmTJ+OLL75QVwpERBojPuMp9l2Mx76L8biZkqO03dxQB31b2CPAXQKPOhYQiURqiJKINImbnRu0xdoolhXjXDwLU0RERFVNlS9MAUBQUFC5t+4dO3ZMqa1NmzY4ffq0iqMiIiIAyMovwp9XErH3YjxO30lX2q6rJUbXxjYI8JCgSyMb6GrzVikienv0tfXR3KY5LiZdRExaDHIKc2Csa/zyHYmIiOitqBaFKSIiqlqKpDL8E5eKvdHx+Pt6MgqKZUp9vJ0tEOBeG32a28PMUEcNURIRlfB28MbFpIuQCTJEJUaho1NHdYdERERE/8PCFBERVYggCIh+mIF9F+Px++VEpOcWKvWpZ2WEAHcJ/N0lcLQ0VEOURETKvCXeWBu1FgBwLv4cC1NERERVCAtTRET0Qg8e52FfdMm8UXfScpW2Wxrpol9LBwS4S9CithnnjSKiKsfbgROgExERVVUsTBERkZKMvEIcuJKIvVHxOH//idJ2PW0xurvaor+HBB0aWENHi/NGEVHV1dSmKQy0DfC0+CkLU0RERFUMC1NERAQAKCiW4mhsKvZefISjsakolCrOGyUSAa3r1kKAhwQ9m9nBVJ/zRhFR9aAt1oa7vTtOPTyFO0/u4HHeY9QyrKXusIiIiAgsTBERaTRBEHDh/hPsuRiPA5cTkfm0SKlPQ1tjBLjXxrtuDnAwN1BDlEREb87bwRunHp4CAJxPOA8/Fz81R0REREQAC1NERBrpblou9kY9wt7oeDxMf6q03dpED++2dIC/uwRNHUw5bxQRVXvPzzPFwhQREVHVoJLCVGxsLBo3blzmtsOHD8PPjycCRERvW3puIX6/lIC9F+MR/TBDabuBjhb8mtoiwKM22tWvBW3OG0VENYi3hBOgExERVUUqKUx5eHjgu+++wyeffCJvKygowKeffoqffvoJ+fn5qjgsERE9J79IiiNxSdh3MR7H4lJRLBMUtotFQDsXKwS4S+DX1A5GeryQlohqJhdLF5jpmSGzIBPn4lmYIiIiqipU8g5k48aNGD9+PA4cOIANGzYgMTERw4YNg0wmw4kTJ1RxSCIi+h+ZTMDpO4/xS+Q9HL11CTkFxUp9mtibor+7BP3cHGBrqq+GKImI3i6xSAwvBy9E3I1AYk4i4rPiITGVqDssIiIijaeSwtTgwYPRtm1bBAYGomnTpsjNzcWoUaOwdOlSGBoaquKQREQa72ZyNvZejMdv0QmIz1CeN8rOVB/vujsgwF2CxnamaoiQiEi9vB28EXE3AkDJ7XwsTBEREamfSu/ZKCwshFQqhVQqhb29PfT1+ak8EVFlSsnOx++XErH34iNcjc9S2m6kq4Veze3R310Cn3q1oCXmJOZEpLmenWfqbPxZ+Df2V18wREREBEBFhant27dj/Pjx6NChA27cuIHo6GgEBgbi8OHD2Lx5M+rVq6eKwxIRaYS8wmKEX0/Gnqh4nLyVBulz80ZpiUXo0MAK3eoZo79PAxjp66gpUiKiquX5lfmIiIhI/VRSmBozZgyWLFmC8ePHAwC6d++OK1eu4KOPPoKbmxuyspQ/1SciovJJZQIibz/GnouPcPhqEnILpUp9WtQ2Q4C7BH1bOKCWkQ5SUlJgoKulhmiJiKqm2qa1YWtki+TcZJxPOA9BECAS8UpSIiIidVJJYSoqKgqNGjVSaLOwsMDOnTuxefNmVRySiKhGiknM+t+8UfFIzipQ2i4xN0CAuwT+7hK42BjL22Uy2dsMk4ioWhCJRPCWeOOPG38gIz8Dt9JvoUGtBuoOi4iISKOppDDVqFEjFBcX49ixY7h9+zaGDRsGExMTJCQkICAgQBWHJCKqMZIy8/FbdDz2XoxHbFK20nYTfW30bWEPfzcJvJ0tIea8UUREFebtUFKYAkpu52NhioiISL3Eqhj0/v37aN68Od5991188sknSE1NBQAsWrQIU6dOVcUhiYiqtZyCYuy+8Ajv/3QGbRZGYMGfsQpFKR0tEbq72uLH4R44N8MXC/q3gE+9WixKEWmQVatWwdnZGfr6+vDx8cHZs2fL7btnzx54eXnB3NwcRkZGcHNzU7pqXRAEzJw5E/b29jAwMICvry9u3ryp0Cc9PR3Dhw+HqakpzM3NMWbMGOTk5Kgkv7dFYZ6peM4zRUREpG4quWJq8uTJ8PLywqVLl1CrVi15e0BAAMaOHauKQxIRVTvFUhlO3ErD3qh4/HU9CflFyrffedQxl88bZWGkq4Yoieh1FRUVISkpCXl5ebC2toalpeVrj7Vjxw4EBwcjNDQUPj4+CAkJgZ+fH+Li4mBjY6PU39LSEjNmzEDjxo2hq6uLP/74A4GBgbCxsYGfnx8AYPHixfjhhx+wadMm1K1bF19//TX8/Pxw/fp1+UrKw4cPR2JiIsLDw1FUVITAwECMGzcO27Zte+1c1O3Zlfk4AToREZH6qaQwdeLECZw6dQq6uopvopydnREfH6+KQxIRVQuCIOBqfBb2XHyE3y8lIC2nUKmPUy1D+LtJEOAugbOVkRqiJKLXlZ2djS1btmD79u04e/YsCgsL5RNs165dGz169MC4cePg7e398sGesWzZMowdOxaBgYEAgNDQUBw4cABhYWGYNm2aUv/OnTsrPJ48eTI2bdqEkydPws/PD4IgICQkBF999RXeffddAMDPP/8MW1tb7Nu3D++99x5iYmJw6NAhnDt3Dl5eXgCAFStWoHfv3liyZAkcHBxe4xlSPytDKzibO+Nexj1EJUahWFYMbbFKTomJiIioAlRyK59MJoNUqrxi1KNHj2BiYqKKQxIRVWmPnuRh1dFb6P79cbyz8iQ2/HtPoShlbqiD91vXwa/j2+LY1M6Y0r0hi1JE1cyyZcvg7OyMDRs2wNfXF/v27UN0dDRu3LiByMhIzJo1C8XFxejRowd69uypdNtceQoLC3HhwgX4+vrK28RiMXx9fREZGfnS/QVBQEREBOLi4tCxY0cAwN27d5GUlKQwppmZGXx8fORjRkZGwtzcXF6UAgBfX1+IxWKcOXOmQrFXVaW38z0tforrqdfVHA0REZFmU8nHQz169EBISAjWrl0LoGQFlJycHMyaNQu9e/dWxSGJiKqcrPwi/HklEXui4nHmbrrSdl0tMbo1sUGAuwSdG9lAV1slnxUQ0Vty7tw5HD9+HE2bNi1ze6tWrTB69GiEhoZiw4YNOHHiBBo0ePnE22lpaZBKpbC1tVVot7W1RWxsbLn7ZWZmQiKRoKCgAFpaWvjxxx/RvXt3AEBSUpJ8jOfHLN2WlJSkdJugtrY2LC0t5X2eV1BQgIKC/1YQzcrKAlDyoWVVWi3Uy94Lu67vAgCceXQGzaybVcq4MpkMgiBUqVxVTRNzBjQzb03MGdDMvJmz5lBl3q8ypkoKU0uXLoWfnx9cXV2Rn5+PYcOG4ebNm7CyssIvv/yiikMSEVUJhcUyHL+Rir0X4xEek4zCYuU/yK2cLRHgIUHvZvYwM9RRQ5REpAoVPcfR09PDxx9/rOJoABMTE0RHRyMnJwcREREIDg5GvXr1lG7zq0wLFizAnDlzlNpTU1ORn5+vsuO+KhdDF/n3J26fwDuSdyplXJlMhszMTAiCALFYMz5s0MScAc3MWxNzBjQzb+asGTkDqs07O1t5dfHyqKQwVbt2bVy6dAnbt2/H5cuXkZOTgzFjxmD48OEwMDBQxSGJiNRGEAREP8zA3ovx+P1SAp7kFSn1qWdthP7uErzrJoGjpaEaoiSit2HgwIH48MMP4efnB5GoclbNtLKygpaWFpKTkxXak5OTYWdnV+5+YrEYLi4lBRg3NzfExMRgwYIF6Ny5s3y/5ORk2NvbK4zp5uYGALCzs0NKSorCmMXFxUhPTy/3uNOnT0dwcLD8cVZWFhwdHWFtbQ1TU9OKJ61i3cy6QfS7CAIEXHtyrcwJ5F+HTCaDSCSCtbW1xryx0cScAc3MWxNzBjQzb+asGTkDqs27dCGVilDZTI/a2tp4//33VTU8EZHaPXich70X47EvOh5303KVttcy0sU7LR0Q4C5Bi9pmlfYmlYiqridPnqBPnz5wcHBAYGAgRo0ahXr16r3RmLq6uvD09ERERAT8/f0BlJxIRkREICgoqMLjyGQy+W12devWhZ2dHSIiIuSFqKysLJw5cwbjx48HALRp0wYZGRm4cOECPD09AQBHjhyBTCaDj49PmcfQ09ODnp6eUrtYLK5SJ/pmBmZoYt0E11Ov43LKZRTKCqGvXfET6BcRiURVLl9V08ScAc3MWxNzBjQzb+asOVSV96uMV2mFqf3791e4b79+/SrrsEREb1VGXiH+uJyIfRfjcf7+E6Xtetpi9Ghqh/7uErRvYAUdLc16YSPSdBEREbh//z42bNiAn3/+Gd988w06deqEDz/8EAMGDCizaFMRwcHBGDlyJLy8vNCqVSuEhIQgNzdXvkrfiBEjIJFIsGDBAgAlt9R5eXmhfv36KCgowMGDB7F582asXr0aQMlJ6P/93/9h/vz5aNCgAerWrYuvv/4aDg4O8uJXkyZN0LNnT4wdOxahoaEoKipCUFAQ3nvvvWq7It+zvB28cT31OoplxbiUdAk+tcsuthEREZFqVVphqvQkppRIJIIgCEptAMpcsY+IqKoqKJbiaGwK9kTF42hcCoqkz/9tA9rUqwV/dwl6NbODiT7njSLSZE5OTpg9ezZmz56NI0eOICwsDGPHjkVQUBCGDh2K0aNHy69AqqghQ4YgNTUVM2fORFJSEtzc3HDo0CH55OUPHjxQ+GQyNzcXEyZMwKNHj2BgYIDGjRtjy5YtGDJkiLzP559/jtzcXIwbNw4ZGRlo3749Dh06pHDp/datWxEUFIRu3bpBLBZjwIAB+OGHH97wGaoavB28senSJgDAuYRzLEwRERGpSaUVpp6dcf3vv//GF198gW+//RZt2rQBULLk8FdffYVvv/22sg5JRKQygiDg/P0n2BMVjwOXE5CVX6zUp6GtMQLca+NdNwc4mHP+PCJS1rVrV3Tt2hXZ2dnYtm0bvvzyS6xZswbFxcp/U14mKCio3Fv3jh07pvB4/vz5mD9//gvHE4lEmDt3LubOnVtuH0tLS2zbtu2VY60OvCXe8u/PJZxTYyRERESaTSVzTP3f//0fQkND0b59e3mbn58fDA0NMW7cOMTExKjisEREcvlFUhy8kojD15KQmpELa/NH8Gtqh97N7aGvo1XufndSc7DvYjz2RsfjYfpTpe3WJnp4t6UDAjwkcLU35bxRRPRSd+/excaNG7Fx40ZkZmbC19dX3SERgJa2LaEj1kGRrAjn4lmYIiIiUheVFKZu374Nc3NzpXYzMzPcu3dPFYckIpILv56MT3dFI+tpMcQiQCYA4oQcHL6WjNm/X8OyQW7wdbWV93+cU4A/Lidiz8V4XHqYoTSegY4WejazQ4C7BO1crKAlZjGKiF4sPz8fu3fvRlhYGI4fPw5HR0eMGTMGgYGBcHR0VHd4BEBPWw8tbFvgQuIFxKbFIrsgGyZ6JuoOi4iISOOopDDl7e2N4OBgbN68WT73QXJyMj777DO0atVKFYckIgJQUpQat/k88L9poGTP/T/7aTHGbj6PVUM9IIOAvVHx+OdGKoplivNGiUVAOxcr9PeQoIerHYz0VLaIKRHVIGfPnkVYWBh27NiB/Px8BAQE4NChQ+jWrRuvsKyCvB28cSHxAgQIuJB4AZ2dO6s7JCIiIo2jkndaYWFhCAgIQJ06deSfCj58+BANGjTAvn37VHFIIiLkF0nx6a5oQJDXpZQI//vPhG1RZW53tTdFfw8J+rV0gI1p5SwdTkSao3Xr1mjZsiXmzZuH4cOHw8LCQt0h0Qt4S7wReiEUAHAu/hwLU0RERGqgksKUi4sLLl++jPDwcMTGxgIoWXLY19eXnxYSkcocvJKIrKevPqGwvZk+3nWTIMBdgkZ2vI2DiF7f+fPn4eHhoe4wqIK8HTgBOhERkbqp7N4UkUiEHj16oEePHqo6BBGRgr+uJcvnlKoIibkBvhvUAq3r1oKY80YRUSUwMTHB0KFDsWbNGpiamipsy8zMxPjx4zF//nzUq1dPTRHSs5pYN4GhjiHyivJYmCIiIlITlRWmIiIiEBERgZSUFMhkMoVtYWFhqjosEWmwjLzCChelAMDR0gBt61upLiAi0jjfffcdHB0dlYpSQMkiMI6Ojvjuu++wevVqNURHz9MWa8PD3gMnH5zEvYx7SM1NhbWRtbrDIiIi0ihiVQw6Z84c9OjRAxEREUhLS8OTJ08UvoiIVMHEQAcVve5JLALMDXRVGg8RaZ5//vkHgwYNKnf74MGDceTIkbcYEb3Ms7fznU84r8ZIiIiINJNKrpgKDQ3Fxo0b8cEHH6hieCIiBTKZgN8uxePs3fRyJz1X2kcA/JrZqjQuItI8Dx48gI2NTbnbrays8PDhw7cYEb3M8/NM9WrQS43REBERaR6VFKYKCwvRtm1bVQxNRKTg/L10zPvjOi49yqzwPiIApgba6NXMXnWBEZFGMjMzw+3bt+Hk5FTm9lu3bpV5mx+pj7eEE6ATERGpk0pu5fvwww+xbds2VQxNRAQAeJieh0+2RWFgaKRCUaqFxAwioNxb+kT/+8/SQW7Q19F6C5ESkSbp2LEjVqxYUe72H374AR06dHiLEdHL1LeoDwt9CwDAufhzEIRXmKyQiIiI3phKrpjKz8/H2rVr8ffff6NFixbQ0dFR2L5s2TJVHJaINEB2fhF+PHYb60/eRWHxfwsrNLI1wVd9m6BDA2uEX0/G1F3RyHxaLF+lr/T/pgbaWDrIDb6uvI2PiCrf9OnT0aZNGwwcOBCff/45GjVqBACIjY3F4sWLcfjwYZw6dUrNUdKzRCIRvBy8EH4nHMm5yXiU9QiOZo7qDouIiEhjqKQwdfnyZbi5uQEArl69qrBNJOKS7ET06qQyATvPP8TSv+KQllMob69lpIvgHg0xxMsR2lolF4F2d7XFmS998efVRBy6moTUzFxYmxmhZzM79GpmzyuliEhl3N3dsXv3bowePRp79+5V2FarVi3s3LkTHh4eaoqOyuPt4I3wO+EASm7nY2GKiIjo7VFJYero0aOqGJaINNS/t9Iw74/riE3Klrfpaokxun1dTOhSH6b6Okr76OtoIcC9Nt5t6YCUlBTY2NhALFbJ3ctERAr69u2L+/fv49ChQ7h16xYEQUDDhg3Ro0cPGBoaqjs8KoPCPFPx59C/SX81RkNERKRZVFKYIiKqDHdSc/DtwRj8HZOi0N6nuT2m9WoMR0u+wSOiqsnAwAABAQHqDoMq6PmV+YiIiOjtqdTCVP/+Fft0ac+ePZV5WCKqYTLyCrE84iY2R95Hsey/SWhb1DbD131d4e1sqcboiIjKtn37drz33nsV6vvw4UM8ePAA7dq1U3FUVBESUwnsje2RmJOI8wnnIRNkEIt4lS0REdHbUKmvuGZmZhX6elWrVq2Cs7Mz9PX14ePjg7Nnz5bbd+PGjRCJRApf+vr6b5IWEb0lRVIZNvx7F52XHMOGf+/Ji1K2pnpYOqgl9k1ox6IUEVVZq1evRpMmTbB48WLExMQobc/MzMTBgwcxbNgweHh44PHjx2qIkspTejtfZkEmbqXfUnM0REREmqNSr5jasGFDZQ4HANixYweCg4MRGhoKHx8fhISEwM/PD3FxcbCxsSlzH1NTU8TFxckfc8J1oqpNEAQciU3BNwdjcCc1V96uryPGRx3r46NO9WCoyzuPiahq++eff7B//36sWLEC06dPh5GREWxtbaGvr48nT54gKSkJVlZWGDVqFK5evQpbW64OWpV4O3hjf9x+ACXzTDWs1VDNEREREWmGKv9Ob9myZRg7diwCAwMBAKGhoThw4ADCwsIwbdq0MvcRiUSws7N7m2ES0WuKTcrC/D9icPJWmkJ7f3cJPuvZCPZmBmqKjIjo1fXr1w/9+vVDWloaTp48ifv37+Pp06ewsrKCu7s73N3duRBDFfX8PFPDWwxXYzRERESao0oXpgoLC3HhwgVMnz5d3iYWi+Hr64vIyMhy98vJyYGTkxNkMhk8PDzw7bffomnTpuX2LygoQEFBgfxxVlYWAEAmk0Emk1VCJlWbTCaDIAgakeuzNDHvqpRzWk4Bvg+/iR3nH+KZaaTg6WSBr/o0Rsva5gDwxrFWpZzfJk3MmzlrDlXmXVljWllZwd/fv1LGorfDy8FL/v3Z+PKnjSAiIqLKVaULU2lpaZBKpUqXutva2iI2NrbMfRo1aoSwsDC0aNECmZmZWLJkCdq2bYtr166hdu3aZe6zYMECzJkzR6k9NTUV+fn5b55IFSeTyZCZmQlBEDTqU1xNzLsq5FxQLMOOiynYeC4ReYX/vQG0N9VFUPva6NrAHCJRIVJSUl4wSsVVhZzVQRPzZs6akTOg2ryzs7MrdTyqPmoZ1kI9i3q48+QOLiZdRJG0CDpaOuoOi4iIqMar0oWp19GmTRu0adNG/rht27Zo0qQJ1qxZg3nz5pW5z/Tp0xEcHCx/nJWVBUdHR1hbW8PU1FTlMaubTCaDSCSCtbW1xr2x0bS81ZmzIAj482oSFh2Kw8MnT+XtxnpamNC5PgLbOkNPR6vSj6uJP2dAM/NmzpqRM6DavLlgimbzdvDGnSd3kF+cj2up1+Bm56bukIiIiGq8Kl2YsrKygpaWFpKTkxXak5OTKzyHlI6ODtzd3XHrVvmrq+jp6UFPT0+pXSwWa8yJvkgk0qh8S2li3urI+fKjDMz/IwZn76XL28QiYIh3HQR3bwhrE+V/f5VJE3/OgGbmzZw1h6ry1rTnkRR5O3hjx7UdAEomQGdhioiISPVUVpi6efMmjh49ipSUFKX5GmbOnFmhMXR1deHp6YmIiAj5PA0ymQwREREICgqq0BhSqRRXrlxB7969Xyl+InpzSZn5WHw4Fnui4hXa27tY4au+TdDYruZfkUhERNVHK0kr+ffnEs5hrOdYNUZDRESkGVRSmFq3bh3Gjx8PKysr2NnZQSQSybeJRKIKF6YAIDg4GCNHjoSXlxdatWqFkJAQ5ObmylfpGzFiBCQSCRYsWAAAmDt3Llq3bg0XFxdkZGTgu+++w/379/Hhhx9WbpJEVK68wmKsPX4Ha/65g6dFUnl7PSsjzOjTBF0b2yj8XSAiqmmOHj2KLl26qDsMekUe9h4Qi8SQCTKcSzin7nCIiIg0gkquV58/fz6++eYbJCUlITo6GhcvXpR/RUVFvdJYQ4YMwZIlSzBz5ky4ubkhOjoahw4dkk+I/uDBAyQmJsr7P3nyBGPHjkWTJk3Qu3dvZGVl4dSpU3B1da3UHIlImUwmYE/UI3Rd8g9C/r4pL0qZGehg1juuODylI7o1sWVRiohqvJ49e6J+/fqYP38+Hj58WCljrlq1Cs7OztDX14ePjw/Oni1/5bh169ahQ4cOsLCwgIWFBXx9fZX6i0SiMr++++47eR9nZ2el7QsXLqyUfKoiI10juFqXnDNeSb6Cp0VPX7IHERERvSmVFKaePHmCQYMGVdp4QUFBuH//PgoKCnDmzBn4+PjItx07dgwbN26UP/7+++/lfZOSknDgwAG4u7tXWixEVLZz99Lh/+O/CN55CUlZJatZaotFCGznjH8+64zAdnWho8W5W4hIM8THxyMoKAi7d+9GvXr14Ofnh507d6KwsPC1xtuxYweCg4Mxa9YsREVFoWXLlvDz8yt3BdNjx45h6NChOHr0KCIjI+Ho6IgePXogPv6/W6sTExMVvsLCwiASiTBgwACFsebOnavQb+LEia+VQ3Xh7eANAJAKUkQnRas3GCIiIg2gkneJgwYNwl9//aWKoYmoinmYnodPtkZhUGgkLj/KlLf7NrHB4SkdMeudpjA31FVjhEREb5+VlRWmTJmC6OhonDlzBg0bNsSECRPg4OCASZMm4dKlS6803rJlyzB27FgEBgbC1dUVoaGhMDQ0RFhYWJn9t27digkTJsDNzQ2NGzfGTz/9JJ+ns5SdnZ3C12+//YYuXbqgXr16CmOZmJgo9DMyMnr1J6QaKS1MAeDtfERERG+BSuaYcnFxwddff43Tp0+jefPm0NHRUdg+adIkVRyWiN6i7PwirDp6G2En76JQ+t8CB43tTPBVH1e0b2ClxuiIiKoODw8P2NnZoVatWli4cCHCwsLw448/ok2bNggNDUXTpk1fuH9hYSEuXLiA6dOny9vEYjF8fX0RGRlZoRjy8vJQVFQES0vLMrcnJyfjwIED2LRpk9K2hQsXYt68eahTpw6GDRuGKVOmQFu77FPIgoICFBQUyB9nZWUBKFm85vnFcKoqT3tP+fdn48++UtwymQyCIFSbXCuDJuYMaGbempgzoJl5M2fNocq8X2VMlRSm1q5dC2NjY/zzzz/4559/FLaJRCIWpoiqMalMwI5zD7EsPA5pOf/dkmJlrItPezTCYC9HaIk5hxQRUVFREX777TeEhYUhPDwcXl5eWLlyJYYOHYrU1FR89dVXGDRoEK5fv/7CcdLS0iCVSuXza5aytbVFbGxshWL54osv4ODgAF9f3zK3b9q0CSYmJujfv79C+6RJk+Dh4QFLS0ucOnUK06dPR2JiIpYtW1bmOAsWLMCcOXOU2lNTU5Gfn1+hWNXlUfYjpOeno0hWBG2RNoqFYvxz9x/8fe3vMvtb6luitklthTaZTIbMzEwIggCxWDNuX9fEnAHNzFsTcwY0M2/mrBk5A6rNOzs7u8J9VVKYunv3riqGJSI1O3kzDfMPXEds0n9/ZHS1xRjTvi4mdK4PE32dF+xNRKQ5Jk6ciF9++QWCIOCDDz7A4sWL0axZM/l2IyMjLFmyBA4ODiqPZeHChdi+fTuOHTsGfX39MvuEhYVh+PDhStuDg4Pl37do0QK6urr46KOPsGDBAujp6SmNM336dIV9srKy4OjoCGtra5iamlZSRpXvQeYDdPipA/KlisWzRzmP4LfHr8x99LX0EfNJDOqY1ZG3yWQyiEQiWFtba8wbG03MGdDMvDUxZ0Az82bOmpEzoNq8yzvnKItKClPPEgQBALgKF1E1djs1B98eiEFErOIku32a22Nar8ZwtDRUU2RERFXT9evXsWLFCvTv37/MAg5QMg/V0aNHXzqWlZUVtLS0kJycrNCenJwMOzu7F+67ZMkSLFy4EH///TdatGhRZp8TJ04gLi4OO3bseGksPj4+KC4uxr1799CoUSOl7Xp6emXmKxaLq/SJfnp+ulJR6mXypflIz0+Hs4WzQrtIJKry+VY2TcwZ0My8NTFnQDPzZs6aQ1V5v8p4KnvGf/75ZzRv3hwGBgYwMDBAixYtsHnzZlUdjohUICOvELP3X4Pf98cVilItapth18dtsGq4B4tSRERlmDVrFgYNGqRUpCkuLsbx48cBANra2ujUqdNLx9LV1YWnp6fCxOWlE5m3adOm3P0WL16MefPm4dChQ/Dy8iq33/r16+Hp6YmWLVu+NJbo6GiIxWLY2Ni8tC8RERFRRajkiqlly5bh66+/RlBQENq1awcAOHnyJD7++GOkpaVhypQpqjgsEVWSIqkMmyPvY3nETWQ+LZK325nq4/OejeDvJoGY80gREZWrS5cuSExMVCrgZGZmokuXLpBKpa80XnBwMEaOHAkvLy+0atUKISEhyM3NRWBgIABgxIgRkEgkWLBgAQBg0aJFmDlzJrZt2wZnZ2ckJSUBAIyNjWFsbCwfNysrC7t27cLSpUuVjhkZGYkzZ86gS5cuMDExQWRkJKZMmYL3338fFhYWrxQ/ERERUXlUUphasWIFVq9ejREjRsjb+vXrh6ZNm2L27NksTBFVUYIgICImBd8ejMGdtFx5u4GOFj7qVA/jOtaDoa7K7wAmIqr2BEEocxqDx48fw8jI6JXHGzJkCFJTUzFz5kwkJSXBzc0Nhw4dkk+I/uDBA4VL5levXo3CwkIMHDhQYZxZs2Zh9uzZ8sfbt2+HIAgYOnSo0jH19PSwfft2zJ49GwUFBahbty6mTJmiMIcUERER0ZtSyTvMxMREtG3bVqm9bdu2SExMVMUhiegNxSRmYf6B6/j31mOF9v4eEnzu1xh2ZhWfvI6ISFOVrmonEokwatQohVv5pFIpLl++XOY5UkUEBQUhKCiozG3Hjh1TeHzv3r0KjTlu3DiMGzeuzG0eHh44ffr0q4RIRERE9MpUUphycXHBzp078eWXXyq079ixAw0aNFDFIYnoNaVmF2BZeBx2nHsImfBfu7ezBb7u64oWtc3VFhsRUXVjZmYGoOSKKRMTExgYGMi36erqonXr1hg7dqy6wiMiIiKqclRSmJozZw6GDBmC48ePy+eY+vfffxEREYGdO3eq4pBE9Iryi6QI+/cufjx6GzkFxfJ2R0sDTO/VBL2a2XE1TSKiV7RhwwYAgLOzM6ZOnfpat+0RERERaRKVFKYGDBiAM2fO4Pvvv8e+ffsAAE2aNMHZs2fh7u6uikMSUQUJgoADlxOx6HAcHj15Km831tNGUFcXjGrrDH0dLTVGSERU/c2aNUvdIRARERFVCyqbxdjT0xNbtmxR1fBE9BouPcrArH1xuJzw38TmYhHwXqs6CO7eEFbGei/Ym4iIXsTDwwMRERGwsLCAu7v7C686jYqKeouREREREVVdlVaYysrKgqmpqfz7FyntR0RvR2LmU3x3KA57LsYrtHdoYIUZfZqgsR3/TRIRval3331XPtm5v7+/eoMhIiIiqiYqrTBlYWGBxMRE2NjYwNzcvMxPCUuXTpZKpZV1WCJ6gbzCYqz55w7WHL+N/CKZvL2elRG+6tsEXRrZcB4pIqJK8uzte7yVj4iIiKhiKq0wdeTIEVhaWgIAjh49WlnDEtFrkMkE7L0Yj8WHY5GcVSBvNzfQwWgfO3zUzRV6Oiq7k5eIiKhasTK0gr62PvKL8yu8j762PqwMrVQYFRERkWaotHemnTp1kn9ft25dODo6Kl2JIQgCHj58WFmHJKIynL2bjvkHruPyo0x5m7ZYhBFtnBHUpR4KczKgoyVWY4RERDWThYVFha9CTU9PV3E09CrqmNVBXFAc0vLSyu1z8OZBfH30awBAbdPaODLiCOqY1XlbIRIREdVYKrlkom7duvLb+p6Vnp6OunXr8lY+IhV48DgPCw/F4OCVJIV23ya2+LJ3Y9SzNoZMJkNKjpoCJCKq4UJCQtQdAr2BOmZ1Xlhocrdzx1+3/8KJByfwKOsRdl7biRkdZ7zFCImIiGomlRSmSueSel5OTg709fVVcUgijZWVX4RVR29hw8l7KJT+N49UYzsTfN3XFe1ceJsBEdHbMHLkSHWHQCokEomwqvcquK9xh1SQ4psT3+D9Fu/DydxJ3aERERFVa5VamAoODgZQ8sL99ddfw9DQUL5NKpXizJkzcHNzq8xDEmmsYqkM2889xPfhN/A4t1DebmWsi6k9GmGQlyO0xJzYnIjobeEKxTVfc9vmmNhqIkLOhOBp8VME/xWMXwf/qu6wiIiIqrVKLUxdvHgRQMkVU1euXIGurq58m66uLlq2bImpU6dW5iGJNNLxG6n45kAM4pKz5W262mKMaV8XEzrXh4m+jhqjIyLSTFyhWDPM7jwbv1z9Bcm5ydgTsweHbx2Gn4ufusMiIiKqtiq1MFW6Gl9gYCCWL1/OTwOJKtmtlBx8ezAGR2JTFNr7tLDHtJ6N4WhpWM6eRESkalyhWDOY6ZthSY8l+GDvBwCAiX9OxJXxV6CnrafmyIiIiKonlcwxtWHDBlUMS6SxnuQWYnnETWw5fR/FMkHe3rK2Gb7u6wovZ0s1RkdERIDiCsXPfk81z/Dmw7H2wlqceHACN9NvYmnkUnzZ4Ut1h0VERFQtqaQwBQDnz5/Hzp078eDBAxQWFips27Nnj6oOS1SjFBbLsPn0ffwQcROZT4vk7fZm+vi8ZyO821ICMeeRIiKqkp48eYL169cjJiYGAODq6orAwED5VVVUfYlEIqzsvRIeazwgFaSYf3w+3m/xPmqb1FZ3aERERNWOWBWDbt++HW3btkVMTAz27t2LoqIiXLt2DUeOHIGZmZkqDklUowiCgPDryfALOY55f1yXF6UMdLQwxbchjnzaGQHutVmUIiKqoo4fPw5nZ2f88MMPePLkCZ48eYIffvgBdevWxfHjx9UdHlWCFrYtENQqCADwtPgpphyeouaIiIiIqieVXDH17bff4vvvv8cnn3wCExMTLF++HHXr1sVHH30Ee3t7VRySqMa4npCF+Qeu49TtxwrtAzxq4zO/RrAz01dTZEREVFGffPIJhgwZgtWrV0NLSwtAyQrFEyZMwCeffIIrV66oOUKqDHM6z8H2q9vlE6H/dfsvuJm4qTssIiKiakUlV0zdvn0bffr0AVCyGl9ubi5EIhGmTJmCtWvXquKQRNVeSnY+pv16GX1WnFAoSrVytsTvQe2xdHBLFqWIiKqJW7du4dNPP5UXpQBAS0sLwcHBuHXrlhojo8pkpm+G77p/J388+dBkFEgL1BgRERFR9aOSwpSFhQWys0uWsZdIJLh69SoAICMjA3l5eao4JFG1lV8kxaqjt9Dlu2PYfu4hhP/Nbe5oaYDVwz2w46PWaF6bt8ASEVUnHh4e8rmlnhUTE4OWLVuqISJSlfdbvI/2ddoDAG6k38Cay2vUHBEREVH1opJb+Tp27Ijw8HA0b94cgwYNwuTJk3HkyBGEh4ejW7duqjgkUbUjCAL+uJyIhX/GIj7jqbzdRE8bQV1dMKqdM/S0tV4wAhERVSWXL1+Wfz9p0iRMnjwZt27dQuvWrQEAp0+fxqpVq7Bw4UJ1hUgqIBKJsLLXSnis9YBMkCEkKgTjWo+Ds4WzukMjIiKqFlRSmFq5ciXy8/MBADNmzICOjg5OnTqFAQMG4KuvvlLFIYmqleiHGZj3x3VcuP9E3iYWAUNb1cGU7g1hZaynxuiIiOh1uLm5QSQSQSi99BXA559/rtRv2LBhGDJkyNsMjVSspV1LBHkH4YezP+Bp8VN8+ten+HXIr+oOi4iIqFpQSWHq2WWQxWIxpk2bporDEFU7CRlPsfhQLPZFJyi0d2hgha/6uKKRnYmaIiMiojd19+5ddYdAajSnyxxsv7YdKbkp2BNbMhF6j/o91B0WERFRlVdphamsrKwK9zU1Na2swxJVC7kFxVjzz22sPXEH+UUyeXt9ayN81ccVnRtZQyQSqTFCIiJ6U05OTuoOgdTIXN8ci7otQuD+QADAxD8n4vLHl6GnzaugiYiIXqTSClPm5uYvfWMtCAJEIhGkUmllHZaoSpPJBPwa9QjfHY5DSvZ/q/SYG+pgim9DDPOpAx0tlaxBQEREVcD169fx4MEDFBYWKrT369dPTRGRKn3Q4gP8ePZHnEs6hxuPb+D7099jWnveOUBERPQilVaYOnr0aGUNRVQjnLnzGPMOXMfV+P+uJtQWizCyrTMmdW0AM0MdNUZHRESqdOfOHQQEBODKlSsK806Vfoj3Oh/SrVq1Ct999x2SkpLQsmVLrFixAq1atSqz77p16/Dzzz/LV0b29PTEt99+q9B/1KhR2LRpk8J+fn5+OHTokPxxeno6Jk6ciN9//x1isRgDBgzA8uXLYWxs/MrxawKRSIQF7Regx689IBNkmHd8HoY3Hw5HM0d1h0ZERFRlVVphqlOnTpU1FFG1dv9xLhYcjMWha0kK7d1dbfFl7yaoa2WkpsiIiOhtmTx5MurWrYuIiAjUrVsXZ8+exePHj/Hpp59iyZIlrzzejh07EBwcjNDQUPj4+CAkJAR+fn6Ii4uDjY2NUv9jx45h6NChaNu2LfT19bFo0SL06NED165dg0Qikffr2bMnNmzYIH+sp6d429nw4cORmJiI8PBwFBUVITAwEOPGjcO2bdteOQdN0bRWU0zwmoCV51YirygPwX8FY9egXeoOi4iIqMpS2T1EJ06cwPvvv4+2bdsiPj4eALB582acPHlSVYckUqus/CJ8ezAG3ZcdVyhKNbYzwbYPfbBuhBeLUkREGiIyMhJz586FlZUVxGIxxGIx2rdvjwULFmDSpEmvPN6yZcswduxYBAYGwtXVFaGhoTA0NERYWFiZ/bdu3YoJEybAzc0NjRs3xk8//QSZTIaIiAiFfnp6erCzs5N/WVhYyLfFxMTg0KFD+Omnn+Dj44P27dtjxYoV2L59OxISEp4/JD1jTuc5sDEqKRjuvr4b4bfD1RwRERFR1aWSwtSvv/4KPz8/GBgYICoqCgUFJXPrZGZm4ttvv1XFIYnUplgqw+bT99H5u2NYe/wOCqUlk5tbGethYf/mODCpA9q6WKk5SiIiepukUilMTEpWWrWyspIXcpycnBAXF/dKYxUWFuLChQvw9fWVt4nFYvj6+iIyMrJCY+Tl5aGoqEhh5WSg5MoqGxsbNGrUCOPHj8fjx4/l2yIjI2Fubg4vLy95m6+vL8RiMc6cOfNKOWgac31zLPZdLH888c+JKJQWvmAPIiIizVVpt/I9a/78+QgNDcWIESOwfft2eXu7du0wf/58VRySSC3+uZGKbw5cx43kHHmbrrYYH7aviwldXGCsp5J/YkREVMU1a9YMly5dQt26deHj44PFixdDV1cXa9euRb169V5prLS0NEilUtja2iq029raIjY2tkJjfPHFF3BwcFAobvXs2RP9+/dH3bp1cfv2bXz55Zfo1asXIiMjoaWlhaSkJKXbBLW1tWFpaYmkpKTnDwEAKCgokH8gCfy3arNMJoNMJitzn5pEJpNBEATIZDIMbz4cay+sxalHpxD3OA7LTi3D5+0+V3eIle7ZnDWJJuatiTkDmpk3c9Ycqsz7VcZUybvmuLg4dOzYUandzMwMGRkZqjgk0Vt1KyUb8w/E4FhcqkJ73xb2+KJnYzhaGqopMiIiqgq++uor5ObmAgDmzp2Lvn37okOHDqhVqxZ27NjxVmNZuHAhtm/fjmPHjkFfX1/e/t5778m/b968OVq0aIH69evj2LFj6Nat22sda8GCBZgzZ45Se2pqKvLz819rzOpEJpMhMzMTgiBALBZjjs8c+MX7QSbIMPf4XHS37w6JseTlA1Ujz+esKTQxb03MGdDMvJmzZuQMqDbv7OzsCvdVSWHKzs4Ot27dgrOzs0L7yZMnX/lTQqKq5EluIUL+voEtZx5AKhPk7S0dzTGzbxN4Olm+YG8iItIUfn5+8u9dXFwQGxuL9PR0WFhYyFfmqygrKytoaWkhOTlZoT05ORl2dnYv3HfJkiVYuHAh/v77b7Ro0eKFfevVqwcrKyvcunUL3bp1g52dHVJSUhT6FBcXIz09vdzjTp8+HcHBwfLHWVlZcHR0hLW1NUxNTV94/JpAJpNBJBLB2toaYrEYXW26YvyD8Vh1bhWeFj/FwqiF2DHw7RYmVe35nDWFJuatiTkDmpk3c9aMnAHV5v3sh2Evo5LC1NixYzF58mSEhYVBJBIhISEBkZGRmDp1Kr7++mtVHJJIpQqLZfg58h5+iLiJrPxiebu9mT6+6NkY/Vo6QCx+tTcaRESkWZ6f36midHV14enpiYiICPj7+wOAfCLzoKCgcvdbvHgxvvnmGxw+fFhhnqjyPHr0CI8fP4a9vT0AoE2bNsjIyMCFCxfg6ekJADhy5AhkMhl8fHzKHENPT09pZT8A8gngNYFIJFLId37X+dh5bSdS81KxO2Y3jtw7At96vi8ZpXp5PmdNoYl5a2LOgGbmzZw1h6ryfpXxVFKYmjZtGmQyGbp164a8vDx07NgRenp6mDp1KiZOnKiKQxKphCAICL+ejAV/xuJuWq683UBHC+M718fYDvVgoKulxgiJiKiq6N+/PzZu3AhTU1P079//hX337NnzSmMHBwdj5MiR8PLyQqtWrRASEoLc3FwEBgYCAEaMGAGJRIIFCxYAABYtWoSZM2di27ZtcHZ2ls8JZWxsDGNjY+Tk5GDOnDkYMGAA7OzscPv2bXz++edwcXGRX+3VpEkT9OzZE2PHjkVoaCiKiooQFBSE9957Dw4ODq/69Ggsc31zLO6+GIG/lfysgg4G4fL4y9DV0lVzZERERFVDpZcCpVIpTpw4gU8++QTp6em4evUqTp8+jdTUVMybN++1xly1ahWcnZ2hr68PHx8fnD17tkL7bd++HSKRSP7pItGruJaQiWHrzmDc5gvyopRIBAz0rI1jn3XGpG4NWJQiIiI5MzMz+W16ZmZmL/x6VUOGDMGSJUswc+ZMuLm5ITo6GocOHZJPiP7gwQMkJibK+69evRqFhYUYOHAg7O3t5V9LliwBAGhpaeHy5cvo168fGjZsiDFjxsDT0xMnTpxQuOJp69ataNy4Mbp164bevXujffv2WLt27Zs8TRppRMsRaFO7DQAg7nEcQk6HqDcgIiKiKqTSr5jS0tJCjx49EBMTA3Nzc7i6ur7ReDt27EBwcDBCQ0Ph4+ODkJAQ+Pn5IS4uTmmlmGfdu3cPU6dORYcOHd7o+FTz5BdJcfBKIg5fS0JqRi6szR/Br6kdeje3h76OFlKy87H08A3svPAQwn/TSKFVXUvM7OuKZpJXf0NBREQ134YNGwCUXG07Z84cWFtbw8DAoNLGDwoKKvfWvWPHjik8vnfv3gvHMjAwwOHDh196TEtLS2zbtq2iIVI5xCIxVvVeBa91XiUTof8zF8OaD0Nt09rqDo2IiEjtVHLzZLNmzXDnzp1KGWvZsmUYO3YsAgMD4erqitDQUBgaGiIsLKzcfaRSKYYPH445c+ZwsnVSEH49Ga2+/RvBOy8h/HoyouJzEH49GcE7L6HVN39jyo5odPnuGHac/68oVcfSEKHve2DHuNYsShER0UsJggAXFxc8evRI3aFQFeJu747xXuMBALlFufj0r0/VHBEREVHVoJI5pubPn4+pU6di3rx58PT0hJGRkcL2iq7KUlhYiAsXLmD69OnyNrFYDF9fX0RGRpa739y5c2FjY4MxY8bgxIkTLz1OQUEBCgoK5I+zsrIAlEwsKpPJKhRrdSaTySAIQo3P9e+YZHy0JQr4X8FJ9tz/s/KLsfdivLy/sZ42JnatjxFtnKCnrQVBECA8ewlVNaQpP+tnaWLOgGbmzZw1hyrzrowxxWIxGjRogMePH6NBgwaVEBXVFPO6zJNPhL7z2k6M9Rhb4yZCJyIielUqKUz17t0bANCvXz+FJZEFQYBIJIJUKq3QOGlpaZBKpfL5E0rZ2toiNja2zH1OnjyJ9evXIzo6usLxLliwAHPmzFFqT01NRX5+foXHqa5kMhkyMzMhCEKNXYGgoFiGT3deBgR5XeqF3m1mhY/bOsDCUAeZ6Y9VHt/bogk/6+dpYs6AZubNnDUjZ0C1eWdnZ1fKOAsXLsRnn32G1atXo1mzZpUyJlV/FgYWWOS7CKP3jwYATPxzIi59fIkToRMRkUZTSWHq6NGjqhj2pbKzs/HBBx9g3bp1sLKyqvB+06dPR3BwsPxxVlYWHB0dYW1tXeGru6ozmUwGkUgEa2vrGvvGZu/FeGQXVKwgCgCdmjigkbNEhRGphyb8rJ+niTkDmpk3c9aMnAHV5q2vr18p44wYMQJ5eXlo2bIldHV1leaaSk9Pr5TjUPUz0m0k1katxelHpxGbFovlp5fjs3afqTssIiIitan0wlRRURHmzp2L0NDQN7583crKClpaWkhOTlZoT05Ohp2dnVL/27dv4969e3jnnXfkbaWX5GtrayMuLg7169dX2k9PT09hBZpSYrFYY070RSJRjc43/HoKxKL/btt7EbEI+Ot6Cvp7Oqo+MDWo6T/rsmhizoBm5s2cNYeq8q6s8UJCQiplHKp5SidC917nDZkgw5x/5mBo86GcCJ2IiDRWpRemdHR0cPny5UoZS1dXF56enoiIiIC/vz+AkkJTREREmavSNG7cGFeuXFFo++qrr5CdnY3ly5fD0bFmFhro5TLyCitUlAJKilcZTwtVGxAREdVoI0eOVHcIVIV52HvgY8+P8eP5H5FblIupf03F9oHb1R0WERGRWqjk49X3338f69evr5SxgoODsW7dOmzatAkxMTEYP348cnNzERgYCKDkUvnSydH19fXRrFkzhS9zc3OYmJigWbNm0NXl/fuaytxQF2LRy/sBJVdMmRvwd4WIiCpHfn4+srKyFL6I5nedDyvDkqkndlzbgYg7EWqOiIiISD1UMsdUcXExwsLC8Pfff5e5Kt+yZcsqPNaQIUOQmpqKmTNnIikpCW5ubjh06JB8QvQHDx5o3O0L9Oq6NLbGoWtJFeorEwC/ZrYv70hERFSO3NxcfPHFF9i5cyceP1ZeRKOiC8FQzVU6EfqY/WMAlEyEHv1xNCdCJyIijaOSwtTVq1fh4eEBALhx44bCtmdX6auooKCgMm/dA4Bjx469cN+NGze+8vGoZpHKBByJTalQXxEAUwNt9Gpmr9qgiIioRvv8889x9OhRrF69Gh988AFWrVqF+Ph4rFmzBgsXLlR3eFRFjHIbhXVR63D60WnEpMVwInQiItJINWpVPqLnCYKAGXuv4PC1/ybQFwEoa7op0f/+s3SQG/R1tN5ShEREVBP9/vvv+Pnnn9G5c2cEBgaiQ4cOcHFxgZOTE7Zu3Yrhw4erO0SqAkonQvda6wUBAub8MwfDmg+DxLTmrQxMRERUHpXfA/fo0SM8evRI1YchUiIIAhb+GYvt5x4CAHS0RJjczQWmBiX12NI5p0r/b2qgjXUfeMHXlbfxERHRm0lPT0e9evUAAKampkhPTwcAtG/fHsePH1dnaFTFeNh74GOvjwGgZCL08KlqjoiIiOjtUklhSiaTYe7cuTAzM4OTkxOcnJxgbm6OefPmQSaTqeKQREpW/3Mba47fAQCIRMCywW6Y0r0Rznzpi++HtER3V1t41DZGd1dbfD+kJc586cuiFBERVYp69erh7t27AEpWDd65cyeAkiupzM3N1RgZVUXPToS+/ep2HL3Luw+IiEhzqORWvhkzZmD9+vVYuHAh2rVrBwA4efIkZs+ejfz8fHzzzTeqOCyR3NYz97H4UJz88Tf+zfFOSwcAgL6OFgLca+Pdlg5ISUmBjY0NJ9AnIqJKFRgYiEuXLqFTp06YNm0a3nnnHaxcuRJFRUWvtAgMaQZLA0ss7LYQH/7+IQDgk4Of4NLHl6CjpaPmyIiIiFRPJYWpTZs24aeffkK/fv3kbS1atIBEIsGECRNYmCKV2n8pAV/tuyp//EXPxhjmU0eNERERkaaYOnUqPvzwQ0yZMkXe5uvri9jYWFy4cAEuLi5o0aKFGiOkqirQPRDrotbhTPyZkonQzyzH1La8rY+IiGo+lVwmkp6ejsaNGyu1N27cWD7HApEqHI1NQfCOaAj/m938o071ML5zffUGRUREGuO3335D06ZN0bZtW4SFhSE3NxcA4OTkhP79+7MoReUqnQhdVLIcC+b8MwfxWfFqjoqIiEj1VFKYatmyJVauXKnUvnLlSrRs2VIVhyTC2bvpGL/1AoplJVWpoa0cMa2ncoGUiIhIVW7evImjR4+iYcOGmDx5Muzs7DB69GicOnVK3aFRNeDp4CmfCD2nMIcToRMRkUZQSWFq8eLFCAsLg6urK8aMGYMxY8bA1dUVGzduxHfffaeKQ5KGuxqfiTEbzyG/qGRy/T7N7THfvzlEIpGaIyMiIk3TsWNHbNy4EUlJSVi+fDlu3ryJ9u3bo0mTJliyZAmSk5PVHSJVYfO7zkctg1oAOBE6ERFpBpUUpjp16oS4uDgEBAQgIyMDGRkZ6N+/P+Li4tChQwdVHJI02J3UHIwMO4vsgmIAQMeG1vh+iBu0xCxKERGR+hgZGWH06NE4ceIEbty4gf79+2PBggWoU4fzHlL5LA0ssdB3ofxx0J9BKJIWqTEiIiIi1VLJ5OcAIJFIOMk5qVxCxlN8sP4sHucWAgA8nSwQ+r4HdLW5yh4REVUNubm5OHHiBP755x88efIEjRo1UndIVMWNdh+NdVHrcDb+LK6nXscPZ37Ap20/VXdYREREKqGSd+8bNmzArl27lNp37dqFTZs2qeKQpIEe5xTgg/VnEJ/xFADQ2M4EYSO9YairsnorERFRhZ08eRKjR4+Gvb09Jk2ahIYNG+LEiROIiYlRd2hUxT0/Efrsf2YjITtBzVERERGphkoKUwsWLICVlZVSu42NDb799ltVHJI0THZ+EUZtOIfbqSWrHTnXMsTPY1rBzFBHzZEREZEmS0xMxMKFC9G4cWN07NgRsbGxWLZsGRITExEWFoZ27dqpO0SqJrwcvPCR50cA/jcR+l+cCJ2IiGomlRSmHjx4gLp16yq1Ozk54cGDB6o4JGmQ/CIpPtx0HlfiMwEAtqZ62DzGBzYm+mqOjIiINJ2joyO+//579O3bF9euXcOpU6fw4YcfwtjYWN2hUTX0Tbdv5BOh/3L1Fxy7d0y9AREREamASgpTNjY2uHz5slL7pUuXUKtWLVUckjREkVSGoG1ROHM3HQBgbqiDLWN84GhpqObIiIiIgJ07dyI+Ph5LlixBkyZN1B0OVXOWBpZY0G2B/PEnBz/hROhERFTjqKQwNXToUEyaNAlHjx6FVCqFVCrFkSNHMHnyZLz33nuqOCRpAJlMwOe7L+PvmBQAgJGuFjYFtkIDWxM1R0ZERFSif//+0NbmXIdUecZ4jEErSSsAwPXU61hxdoWaIyIiIqpcKilMzZs3Dz4+PujWrRsMDAxgYGCAHj16oGvXrpxjil6LIAiY8/s17L0YDwDQ1RZj3UgvtHQ0V29gRERERCqkNBH6MU6ETkRENYtKClO6urrYsWMH4uLisHXrVuzZswe3b99GWFgYdHV1VXFIquG+//smNkXeBwBoiUVYOdQdbesrT7BPRERUU61atQrOzs7Q19eHj48Pzp49W27fdevWoUOHDrCwsICFhQV8fX0V+hcVFeGLL75A8+bNYWRkBAcHB4wYMQIJCYoFD2dnZ4hEIoWvhQsXqixHKpuXgxfGeY4DAGQXZuOz8M/UHBEREVHlUUlhqlSDBg3g4OCA7t27w8nJSZWHohps/cm7+CHipvzx4gEt0KOpnRojIiIiert27NiB4OBgzJo1C1FRUWjZsiX8/PyQkpJSZv9jx45h6NChOHr0KCIjI+Ho6IgePXogPr7kyuO8vDxERUXh66+/RlRUFPbs2YO4uDj069dPaay5c+ciMTFR/jVx4kSV5kpl+6brN7A0sAQAbLuyDf/c+0fNEREREVUOlRamAKBXr17ykyCiV7Xr/EPM++O6/PHMvq4Y4FlbjRERERFV3K1bt3D48GE8ffoUQMmt6a9j2bJlGDt2LAIDA+Hq6orQ0FAYGhoiLCyszP5bt27FhAkT4ObmhsaNG+Onn36CTCZDREQEAMDMzAzh4eEYPHgwGjVqhNatW2PlypW4cOGC0grKJiYmsLOzk38ZGRm9Vg70ZmoZ1sLCbv9drcaJ0On/2bvvsCiuLgzg7y6wLL1IVxC7KCpW7JWIxlhiA2NEidFoRI2YfMYkaoxJ7CWxJvaCQY09Giwo9q5YELGhWKgive/O9wdhk5WuLAvs+3seEmbmzsw5rMNezt65Q0RUVah8ds637YARHQmJwrTd/z7dcXKPevikYy01RkRERFQyr169goeHB06cOAGRSIQHDx6gdu3aGD16NMzMzLB48eISHysrKwvXrl3D9OnTFevEYjHc3Nxw4cKFEh0jLS0N2dnZMDc3L7RNYmIiRCIRTE1NldbPmzcPc+bMgYODAz766CNMmTKl0AneMzMzkZmZqVhOSkoCAMjlcsjl8hLFWpnJ5XIIgqCyXL1dvLH2+lpceXkFIbEhWH5pOb5o+4VKzlVSqs65otLEvDUxZ0Az82bOmkOVeZfmmHxsDFVI5x7GYeL2G5D/U9cc1d4RX7jVU29QREREJZRXvImIiICTk5NivYeHB3x9fUtVmIqLi4NMJoO1tbXSemtra9y7d69Ex5g2bRrs7Ozg5uZW4PaMjAxMmzYNw4YNg7GxsWL9pEmT0KJFC5ibm+P8+fOYPn06IiMjsWTJkgKPM3fuXMyePTvf+tjYWGRkZJQo1spMLpcjMTERgiBALFbNjQk/uP6A9/e+DwECZgXNQg/rHrA2sC5+RxUpj5wrIk3MWxNzBjQzb+asGTkDqs07OTm5xG1VXpj67bff8nWkiIpyI+I1xmy5iixZboV1YPPqmPlBI4hEIjVHRkREVDJHjx7FkSNHUKOG8u3n9erVw9OnT8s1lnnz5sHf3x9BQUGQSqX5tmdnZ2Po0KEQBAGrV69W2ubr66v4vmnTppBIJPjss88wd+5c6Orq5jvW9OnTlfZJSkqCvb09LC0tlQpeVZVcLodIJIKlpaXK/rDpadUTnz79FGuvr0VKdgoWBC/A1g+3quRcJVEeOVdEmpi3JuYMaGbezFkzcgZUm3dBfY7CqLww9dFHHyEpKQn79u1DgwYNlD41JHrT/ehkeG+6grQsGQDAzcka8wc3hVjMohQREVUeqamp0NfXz7c+Pj6+wIJOUSwsLKClpYXo6Gil9dHR0bCxKfphIIsWLcK8efNw/PhxNG3aNN/2vKLU06dPceLEiWKLR66ursjJycGTJ0/QoEGDfNt1dXULzE8sFmtMR18kEqk837k95mJ36G7Ep8dj+53t+KzVZ+hcs7PKzlec8si5ItLEvDUxZ0Az82bOmkNVeZfmeCr5iQ8dOhQrVqwAAKSnp6NVq1YYOnQomjZtit27d6vilFQFPItPw4j1l5CQljuRZ7va1bDio+bQ0dKsXwxERFT5derUCVu2bFEsi0QiyOVyLFiwAN26dSvVsSQSCVq2bKmYuByAYiLzdu3aFbrfggULMGfOHAQEBKBVq1b5tucVpR48eIDjx4+jWrVqxcYSHBwMsVgMKyurUuVAZauafjXM7TFXscyJ0ImIqDJTyV/8p0+fRqdOnQAAe/fuhSAISEhIwK+//ooff/xRFaekSi4mKQPD111CdFLuhKlNa5hg7chWkOpoqTkyIiKi0luwYAF+//139O7dG1lZWfjf//4HZ2dnnD59GvPnzy/18Xx9fbF27Vps3rwZoaGhGD9+PFJTU+Ht7Q0A8PLyUpocff78+ZgxYwY2bNgAR0dHREVFISoqCikpKQByi1KDBw/G1atX4efnB5lMpmiTlZUFALhw4QKWLVuGmzdv4vHjx/Dz88OUKVPw8ccfw8zMrAx+SvQuRjcfjVZ2uQXHOzF3sPLKSjVHRERE9HZUUphKTExUPPUlICAAgwYNgr6+Pvr06YMHDx6o4pRUiSWmZcNrw2VExKcBAOpaGWKTdxsY6nJufiIiqpycnZ1x//59dOzYEf3790dqaioGDhyIGzduoE6dOqU+noeHBxYtWoSZM2fCxcUFwcHBCAgIUMzjGRERgcjISEX71atXIysrC4MHD4atra3ia9GiRQCAFy9e4MCBA3j+/DlcXFyU2pw/fx5A7m15/v7+6NKlCxo3boyffvoJU6ZMwe+//14GPyF6V1piLax8fyVEyJ3uYObJmYhMjixmLyIioopHJX/529vb48KFCzA3N0dAQAD8/f0BAK9fvy7VBFhU9aVl5cB702Xci8qdsb+6qR62jm4DcwOJmiMjIiJ6exEREbC3t8e3335b4DYHB4dSH9PHxwc+Pj4FbgsKClJafvLkSZHHcnR0hCAIRbZp0aIFLl68WJoQqZy1qd4Gn7bInQg9OSsZ/zv+P7VOhE5ERPQ2VDJi6osvvsDw4cNRo0YN2NnZoWvXrgByb/Fr0qSJKk5JlVBmjgyfbb2G6xEJAAALQ11s+9QVtiZ66g2MiIjoHdWqVQuxsbH51r969Qq1atVSQ0RUVf3c42eY6+XeqbDt1jacfnpazRERERGVjkoKU59//jkuXLiADRs24OzZs4rZ2GvXrs05pggAIJMLmLIjGGcexAEAjKTa2PJJG9SyMFBzZERERO9OEASIRPmfKJuSksLR41SmLPQt8HP3nxXLPod9kCPPUWNEREREpaOySXxatWqleAKMTCbD7du30b59e06WSRAEAd/suY3Dt6MAAFIdMTaOao1GdkU/opqIiKii8/X1BZD7FL4ZM2ZAX19fsU0mk+HSpUtwcXFRU3RUVeXdznct8hpux9zGyssrMbntZHWHRUREVCIqu5Vv/fr1AHI7YV26dEGLFi1gb2+fbw4E0iyCIGDu3/ew4+ozAICOlghrPm6JVo7mao6MiIjo3d24cQM3btyAIAi4ffu2YvnGjRu4d+8emjVrhk2bNqk7TKpitMRaWNVn1b8ToQfNRFRKlJqjIiIiKhmVjJj6888/8fHHHwMADh48iPDwcNy7dw9bt27Ft99+i3PnzqnitFQJrAp6hN9PPwYAiETAUg8XdG1gpeaoiIiIysbJkycBAN7e3vjll19gbMzRwFQ+2lRvg9HNR2PdjXVIykzC/479D1s+3KLusIiIiIqlkhFTcXFxsLGxAQAcPnwYQ4YMQf369fHJJ5/g9u3bqjglVQLbLj7FwiNhiuWfP2yCD5raqTEiIiIi1di4cSOLUlTu5rrNhZk0d9qMrbe24szTM2qOiIiIqHgqGTFlbW2Nu3fvwtbWFgEBAVi9ejUAIC0tDVpaWqo4JVVwB26+xIz9dxTLX/duiGFtSv+obCIiosri6tWr2LlzJyIiIpCVlaW0bc+ePWqKiqoyC30L/NzjZ4w/NB4AMOHwBFz/7Dq0xSqbVpaIiOidqWTElLe3N4YOHQpnZ2eIRCK4ubkBAC5duoSGDRuq4pRUgZ28FwPfHcEQhNzlcV3qYFyXOuoNioiISIX8/f3Rvn17hIaGYu/evcjOzkZISAhOnDgBExMTdYdHVdiYFmPQwrYFAOB2zG2surJKzREREREVTSWFqe+//x7r1q3D2LFjce7cOejq6gIAtLS08PXXX6vilFRBXQ6Px7ht15Ajz61KDWvjgGm9Gqg5KiIiItX6+eefsXTpUhw8eBASiQS//PIL7t27h6FDh8LBgSOGSXW0xFpY9f6/xagZJ2dwInQiIqrQVFKYAoDBgwdjypQpqFGjhmLdyJEj0b9/f1WdkiqYOy8SMXrTFWTmyAEAfZra4scBuaPoiIiIqrJHjx6hT58+AACJRILU1FSIRCJMmTIFv//+u5qjo6rOtYYrRjcfDQBIykzCtOPT1BwRERFR4VRWmDp16hT69u2LunXrom7duujXrx/OnOEEjJricWwKRm64jOTMHABAl/qWWDrUBVpiFqWIiKjqMzMzQ3JyMgCgevXquHMnd57FhIQEpKWlqTM00hBze/w7EfqWm1twNuKsmiMiIiIqmEoKU9u2bYObmxv09fUxadIkTJo0CXp6eujRowe2b9+uilNSBfIyIR0j1l/Gq9TciV5b1TTD6o9bQKKtsjooERFRhdK5c2ccO3YMADBkyBBMnjwZY8aMwbBhw9CjRw81R0eawNLAEj91/0mxPOHwBOTIc9QYERERUcFU8oiOn376CQsWLMCUKVMU6yZNmoQlS5Zgzpw5+Oijj1RxWqoAXqVk4uP1l/AiIR0A4GRrjPWjWkNfwqfBEBGR5lixYgUyMjIAAN9++y10dHRw/vx5DBo0CN99952aoyNNMbblWKy7sQ7XI6/jVvQtrLqyCpNcJ6k7LCIiIiUqGcLy+PFj9O3bN9/6fv36ITw8XBWnpAogOSMbIzdexuPYVACAYzV9bPmkDUz0dNQcGRERUfkyNzeHnZ0dAEAsFuPrr7/GgQMHsHjxYkilUjVHR5pCS6yFle+vVCzPODkD0SnRaoyIiIgoP5UUpuzt7REYGJhv/fHjx2Fvb6+KU5KaZWTL8Onmq7jzIgkAYGMsxdbRrrA00lVzZERERBVDZmYmlixZglq1aqk7FNIgbWu0xScunwDgROhERFQxqaQwNXXqVEyaNAnjx4/H1q1bsXXrVowbNw5ffPEFvvzyy1Ifb+XKlXB0dIRUKoWrqysuX75caNs9e/agVatWMDU1hYGBAVxcXLB169Z3SYeKkS2TY4LfdVwKjwcAmOnrYOvoNrA311dzZEREROUrMzMT06dPR6tWrdC+fXvs27cPALBx40bUqlULS5cuVZrqgKg8zHObB1OpKQBg883NOBdxTr0BERER/YdKJv4ZP348bGxssHjxYuzcuRMA4OTkhB07dqB///6lOtaOHTvg6+uLNWvWwNXVFcuWLYO7uzvCwsJgZWWVr725uTm+/fZbNGzYEBKJBH/99Re8vb1hZWUFd3f3MsmP/iWXC/hq100E3osBABhItLDJuw3qWRupOTIiIqLyN3PmTPz2229wc3PD+fPnMWTIEHh7e+PixYtYsmQJhgwZAi0tLXWHSRombyL0CYcnAMidCP3q2KvQFnMOUCIiUr8yHzGVk5ODH374Aa1bt8bZs2fx6tUrvHr1CmfPni11UQoAlixZgjFjxsDb2xuNGjXCmjVroK+vjw0bNhTYvmvXrvjwww/h5OSEOnXqYPLkyWjatCnOnuUjcsuaIAiYfTAE+4JfAgAk2mKsHdkKzexN1RsYERGRmuzatQtbtmzBn3/+iaNHj0ImkyEnJwc3b96Ep6cni1KkNp+1/AzNbZoDAG5G38TqK6vVHBEREVGuMi9MaWtrY8GCBcjJeffH0WZlZeHatWtwc3NTrBOLxXBzc8OFCxeK3V8QBAQGBiIsLAydO3d+53hI2dJj97H5wlMAgJZYhBXDmqN9HQs1R0VERKQ+z58/R8uWLQEAzs7O0NXVxZQpUyASidQcGWk6ToROREQVlUrG7/bo0QOnTp2Co6PjOx0nLi4OMpkM1tbWSuutra1x7969QvdLTExE9erVkZmZCS0tLaxatQrvvfdeoe0zMzORmZmpWE5Kyp3AWy6XQy6Xv1MOlYFcLocgCKXKdf3ZcPx64qFief7AJnBzsqpUP6+3ybuyY86aQxPzZs6aQ5V5v+sxZTIZJBKJYllbWxuGhobvGhZRmWhn3w7eLt7YGLwRiZmJmHZ8GjYN2KTusIiISMOppDDVu3dvfP3117h9+zZatmwJAwMDpe39+vVTxWkVjIyMEBwcjJSUFAQGBsLX1xe1a9dG165dC2w/d+5czJ49O9/62NhYZGRkqDTWikAulyMxMRGCIEAsLn4Q3V8hcfjp2FPF8pQu9uhYQwcxMTGqDLPMlTbvqoA5a0bOgGbmzZw1I2dAtXknJye/0/6CIGDUqFHQ1c19Km1GRgbGjRuXry+0Z8+edzoP0dua5zYPe+/tRUJGAjbf3IyxLceivX17dYdFREQaTCWFqc8//xxA7vxQbxKJRJDJZCU6joWFBbS0tBAdrTzMODo6GjY2NoXuJxaLUbduXQCAi4sLQkNDMXfu3EILU9OnT4evr69iOSkpCfb29rC0tISxsXGJYq3M5HI5RCIRLC0ti+3gHwmJws/H/y1KTe5RFxN71FN1iCpRmryrCuasGTkDmpk3c9aMnAHV5i2VSt9p/5EjRyotf/zxx+90PKKyZmVghR+7/Qifv30A5E6EfmXMFU6ETkREaqOSd6CyGlovkUjQsmVLBAYGYsCAAYpjBwYGwsfHp1Tx/PdWvTfp6uoqPtn8L7FYrDEdfZFIVGy+5x7GYbL/TciF3GXvDo74wq1+pZ43oyR5VzXMWXNoYt7MWXOoKu93Pd7GjRvLKBIi1RnXahzW31iPG1E3EBwVjDVX18CnTcn71kRERGWpwvdifX19sXbtWmzevBmhoaEYP348UlNT4e3tDQDw8vLC9OnTFe3nzp2LY8eO4fHjxwgNDcXixYuxdetWfmL5jm5EvMaYLVeRJcstOg5sUR0z+jSq1EUpIiIiIk305kTo3534DjGplWtKBiIiqjrKtDB14sQJNGrUSDF5+H8lJiaicePGOH36dKmO6eHhgUWLFmHmzJlwcXFBcHAwAgICFBOiR0REIDIyUtE+NTUVn3/+ORo3bowOHTpg9+7d2LZtGz799NN3S06DhUUlY9TGK0jLyr0F871G1lgwqCnEYhaliIiIysvKlSvh6OgIqVQKV1dXXL58udC2a9euRadOnWBmZgYzMzO4ubnlay8IAmbOnAlbW1vo6enBzc0NDx48UGoTHx+P4cOHw9jYGKamphg9ejRSUlJUkh+Vr3b27TDKZRQAKCZCJyIiUocyLUwtW7YMY8aMKXBeJhMTE3z22WdYunRpqY/r4+ODp0+fIjMzE5cuXYKrq6tiW1BQEDZt2qRY/vHHH/HgwQOkp6cjPj4e58+fh4eHx1vlQ8Cz+DSMWH8JienZAIB2tath+bDm0Naq8IPtiIiIqowdO3bA19cXs2bNwvXr19GsWTO4u7sX+uCRoKAgDBs2DCdPnsSFCxdgb2+Pnj174sWLF4o2CxYswK+//oo1a9bg0qVLMDAwgLu7u9KDX4YPH46QkBAcO3YMf/31F06fPo2xY8eqPF8qH/Pd5sNE1wQAsCl4E84/O6/miIiISBOVaXXh5s2b6NWrV6Hbe/bsiWvXrpXlKUmFYpIyMHzdJcQk587P1ayGCdaObAWpjpaaIyMiItIsS5YswZgxY+Dt7Y1GjRphzZo10NfXx4YNGwps7+fnh88//xwuLi5o2LAh1q1bp5inE8gdLbVs2TJ899136N+/P5o2bYotW7bg5cuX2LdvHwAgNDQUAQEBWLduHVxdXdGxY0csX74c/v7+ePnyZXmlTipkZWCFH7v/qFiecHgCZPKSPaSIiIiorJRpYSo6Oho6OjqFbtfW1kZsbGxZnpJUJCEtCyPWX0ZEfBoAoJ6VITZ6t4GhLp/YQkREVJ6ysrJw7do1uLm5KdaJxWK4ubnhwoULJTpGWloasrOzYW5uDgAIDw9HVFSU0jFNTEzg6uqqOOaFCxdgamqKVq1aKdq4ublBLBbj0qVLZZEaVQDjWo2Di40LACgmQiciIipPZVplqF69Ou7cuYO6desWuP3WrVuwtbUty1OSCqRl5cB70xWERScDAKqb6mHraFeYG0jUHBkREZHmiYuLg0wmU8yvmcfa2hr37t0r0TGmTZsGOzs7RSEqKipKcYw3j5m3LSoqClZWVkrbtbW1YW5urmjzpszMTKUnIefNOyqXy8vsqc0VmVwuhyAIlSpXMcRY3ms5Om3qBAD47uR3GOQ0CFYGVsXsmasy5lwWNDFvTcwZ0My8mbPmUGXepTlmmRam3n//fcyYMQO9evWCVCpV2paeno5Zs2bhgw8+KMtTUhnLzJHhs63XcCMiAQBgYagLv09dYWMiLXpHIiIiqpDmzZsHf39/BAUF5euflbW5c+di9uzZ+dbHxsYqzV1VVcnlciQmJkIQBIjFlWc+zrq6deFR3wM77u9AQkYCphyagqVdSzYvbGXN+V1pYt6amDOgmXkzZ83IGVBt3snJySVuW6aFqe+++w579uxB/fr14ePjgwYNGgAA7t27h5UrV0Imk+Hbb78ty1NSGZLJBXzhH4wzD+IAAMZSbWwd3QaOFgZqjoyIiEhzWVhYQEtLC9HR0Urro6OjYWNjU+S+ixYtwrx583D8+HE0bdpUsT5vv+joaKXR7NHR0XBxcVG0eXNy9ZycHMTHxxd63unTp8PX11exnJSUBHt7e1haWhb4cJyqRi6XQyQSwdLSstL9YbPsg2UIWBmAxMxE+If5w6e9D9rVaFfsfpU553ehiXlrYs6AZubNnDUjZ0C1eZfmw7AyLUxZW1vj/PnzGD9+PKZPnw5BEAAAIpEI7u7uWLlyZb4h41QxCIKAb/fdwd93cofmS3XE2OjdGk62Vb8TSUREVJFJJBK0bNkSgYGBGDBgAAAoJjL38fEpdL8FCxbgp59+wpEjR5TmiQKAWrVqwcbGBoGBgYpCVFJSEi5duoTx48cDANq1a4eEhARcu3YNLVu2BACcOHECcrlc6QnJ/6WrqwtdXd1868ViscZ09EUiUaXM18bIBnO6zcGkgEkAgIl/T8SVMVegJS7+oTeVNed3pYl5a2LOgGbmzZw1h6ryLs3xynwm65o1a+Lw4cN4/fo1Hj58CEEQUK9ePZiZmZX1qaiMCIKAFWdfYOe13E9idbRE+G1EK7Ssaa7myIiIiAgAfH19MXLkSLRq1Qpt2rTBsmXLkJqaCm9vbwCAl5cXqlevjrlz5wIA5s+fj5kzZ2L79u1wdHRUzAllaGgIQ0NDiEQifPHFF/jxxx9Rr1491KpVCzNmzICdnZ2i+OXk5IRevXphzJgxWLNmDbKzs+Hj4wNPT0/Y2dmp5edAqjW+9Xisv7EeN6Nv4kbUDfx27Td83vpzdYdFRERVnMoesWZmZobWrVur6vBUhlafegy/f4pSIhGwzKM5utS3VHNURERElMfDwwOxsbGYOXMmoqKi4OLigoCAAMVI9IiICKVPJlevXo2srCwMHjxY6TizZs3C999/DwD43//+h9TUVIwdOxYJCQno2LEjAgIClIbe+/n5wcfHBz169IBYLMagQYPw66+/qj5hUgttsTZWvr8SHTd2BAB8e+JbDGk0BJYG7BcSEZHqqKwwRZXD1otPsejofcXyzx82QZ+mfHIiERFRRePj41PorXtBQUFKy0+ePCn2eCKRCD/88AN++OGHQtuYm5tj+/btpQmTKrkODh0wstlIbL65GQkZCfj6+NdY33+9usMiIqIqTLNuniQl+4NfYOb+O4rlab0aYFgbBzVGRERERETqNt9tPkx0TQAAG4I34OLzi2qOiIiIqjIWpjTUyXsxmLrzJv6Znx5erWzwWefa6g2KiIiIiNTO2tAaP3T7dyTdhMMTIJPL1BgRERFVZSxMaaDL4fEYt+0acuS5ValhbewxvgMnMSUiIiKiXJ+3/hxNrZsCAK5HXsfv135Xc0RERFRVsTClYe68SMToTVeQmSMHAHzQ1BY/9GsMkUik5siIiIiIqKLImwg9zzcnvkFsaqwaIyIioqqKhSkN8jg2BSM3XEZyZg4AoEt9SywZ6gItMYtSRERERKSso0NHeDXzAgAkZCRgeuB0NUdERERVEQtTGuJlQjo+XncJr1KzAACtapphzcctIdHmPwEiIiIiKtgCtwUw1jUGAKy/sZ4ToRMRUZljVUIDvErJxMfrL+FlYgYAwMnWGOtHtYaeREvNkRERERFRRWZtaI053eYoljkROhERlTVtdQdAZScjW4bDtyNxNCQaCWlZMNWXoHN9C2y79BSPY1MBAI7V9LHlkzYw0dNRc7REREREVBl83vpzrL+xHreib+F65HWsvb4W41qNU3dYRERURbAwVUUcuxuNqbuCkZSeA7EIkAuAWAQEhEQp2tgYS7HtU1dYGumqMVIiIiIiqky0xdpY0XsFOm/qDAD4JvAbDG40GBb6FmqOjIiIqgLeylcFHLsbjbFbryI5PXdSc7kApf/n+bxbHdQw0y/n6IiIiIiosutUsxNGNB0BAHid8RrTj3MidCIiKhscMVXJZWTLMHVXMCAAQhHtRAAWHw3D0Fb2kOpwbikiIiIiKp1JrpOwJ3QPUrNTse7GOnR06IjGlo0RHx8Pc5k5xGLlz7wt9C3gYOKgpmiJiKiyYGGqkjt8OxJJ/4yUKooAIDE9B3/ficSHzWuoPjAiIiIiqjIiEiPQaWMnZORkKNaN2j+qyH2k2lKE+YSxOEVEREXirXyV3NGQaIhFJWsrFgFH7kSrNiAiIiIiqnLi0uKUilIlkZGTgbi0OBVFREREVQULU5VcQlpWvrmkCiMXgIT0LNUGRERERERERERUQixMVXKm+pJSjZgy1ZOoNiAiIiIiIiIiohJiYaqS69nYulQjptydrVUbEBERERERERFRCbEwVcm938QWxnrFz2EvAmCip43ezraqD4qIiIiIiIiIqARYmKrkpDpamPlBoyLbiP75z+IhLpDqaJVLXEREREREzxKfqTsEIiKq4FiYqgKuRyQoLefNOZX3f2M9bawd0QpujXgbHxERERGVnwE7BqD12tZYdH4RIhIj1B0OERFVQMXfA0YV2uPYFOy4kvtJlKFEC9N6O+HcwzgkpGfBVE8Cd2dr9Ha25UgpIiIiIlKLqy+v4urLq/jq2FfoYN8Bns6eGNxoMGwMbdQdGhERVQAsTFVyi4/dh+yf2c8/61IHI9rVxIh2NdUcFRERERER4GThhNC4UMXyuWfncO7ZOUwOmIxujt3g6eyJgU4DYa5nrsYoiYhInXgrXyV2+3kiDt2KBABYGOrik4611BwREREREdG/tg3chvs+9zGn2xw0tmysWC8X5AgMD8SYg2NgvcgaH2z/AFtvbkVSZpIaoyUiInVgYaoSmx9wT/H9pB51YaDLAXBEREREVLHUq1YP33X+Dnc+v4Pb42/ju07foY5ZHcX2HHkODj04BK99XrBaaIVBOwdhV8gupGWnqTFqIiIqLyxMVVJnH8Th7MM4AICDuT48WzuoOSIiIiIiqqos9C0g1ZaWah+pthQW+hZK65ytnDGn+xw8mPgAV8dcxZftvoS9sb1ie6YsE3tC92Don0NhtdAKw/cMx8Gwg8jMySyTPIiIqOLhEJtKSBAELDjy72ipqT3rQ6LNGiMRERERqYaDiQPCfMIQlxantF4ulyM+Ph7m5uYQi5X7oxb6FnAwKfjDU5FIhJZ2LdHSriXmvzcfF55dgP8df+y8uxMxqTEAgNTsVGy/vR3bb2+HqdQUAxsOhIezB7rX6g5tMf+MISKqKljNqIT+vhOFW88TAQBOtsbo29ROzRERERGRqq1cuRKOjo6QSqVwdXXF5cuXC20bEhKCQYMGwdHRESKRCMuWLcvXJm/bm18TJkxQtOnatWu+7ePGjVNFelQJOJg4oIVti3xfTS2bFri+sKLUm8QiMTo4dMDy95fjhe8LHB9xHGNajIGZ1EzRJiEjARuCN8B9mzvsFtvh80Of4/TT05ALclWlS0RE5YSFqUomRybHoiNhiuX/9WoAsVikxoiIiIhI1Xbs2AFfX1/MmjUL169fR7NmzeDu7o6YmJgC26elpaF27dqYN28ebGxsCmxz5coVREZGKr6OHTsGABgyZIhSuzFjxii1W7BgQdkmR/Qf2mJt9KjdA7/3/R1RX0bh0EeHMKLpCBhJjBRtYtNisfrqanTZ1AUOSx3ge8QXl19chiAIaoyciIjeFgtTlcyua8/xOC4VAOBayxxd61uqOSIiIiJStSVLlmDMmDHw9vZGo0aNsGbNGujr62PDhg0Ftm/dujUWLlwIT09P6OrqFtjG0tISNjY2iq+//voLderUQZcuXZTa6evrK7UzNjYu8/yICiLRkuD9eu9jy4dbEP1lNHYP3Y0hjYZAT1tP0eZF8gssvbgUrutcUefXOvgm8BvcjLrJIhURUSXCm7MrkfQsGZYdv69Ynta7IUQijpYiIiKqyrKysnDt2jVMnz5dsU4sFsPNzQ0XLlwos3Ns27YNvr6++foWfn5+2LZtG2xsbNC3b1/MmDED+vr6BR4nMzMTmZn/TlKdlJQEIHceIrm86t9yJZfLIQiCRuSap7xy1tXSxYAGAzCgwQAkZybj4P2D2BGyA0ceHUG2PBsAEJ4Qjrln52Lu2bloWK0hPBp7wKOxBxpYNCjzePhaaw5NzJs5aw5V5l2aY7IwVYlsOv8E0Um5nb2ejazRwsGsmD2IiIiosouLi4NMJoO1tbXSemtra9y7d6+QvUpn3759SEhIwKhRo5TWf/TRR6hZsybs7Oxw69YtTJs2DWFhYdizZ0+Bx5k7dy5mz56db31sbCwyMjLKJNaKTC6XIzExEYIg5JsIvKpSV85u1m5ws3ZDQocEBIQHYN+jfTj74ixkggwAcO/VPcw+PRuzT8+GczVn9K/bH/3r9Ie9kX0xRy4ZvtaakTOgmXkzZ83IGVBt3snJySVuy8JUJZGYlo3VQQ8BAGIR8JV72X/yQ0RERJpp/fr16N27N+zslB+oMnbsWMX3TZo0ga2tLXr06IFHjx6hTp06+Y4zffp0+Pr6KpaTkpJgb28PS0tLjbgFUC6XQyQSwdLSUmP+sFF3zlawQn37+pjUeRJiUmOwO3Q3dobsxJmIMxCQezvfnVd3cOfVHfx06Se0rd4WQxsPxZBGQ2Bn9PYPEFJ33uqgiTkDmpk3c9aMnAHV5i2VSkvcloWpSmL1qUdIysgBAAxqUQP1rI2K2YOIiIiqAgsLC2hpaSE6OlppfXR0dKETm5fG06dPcfz48UJHQf2Xq6srAODhw4cFFqZ0dXULnNNKLBZrTEdfJBJpVL5AxcnZxsgGE9pMwIQ2E/A86Tl2heyCf4g/Lr/49wmWF19cxMUXFzH16FR0rtkZns6eGOQ0CJYGpZ+3taLkXZ40MWdAM/NmzppDVXmX5nia9ROvpKISM7DxXDgAQKItxhfv1VdzRERERFReJBIJWrZsicDAQMU6uVyOwMBAtGvX7p2Pv3HjRlhZWaFPnz7Ftg0ODgYA2NravvN5iVSphnENTGk3BZc+vYRHkx5hbo+5aGbdTLFdgIBTT09h/KHxsF1si17bemFT8CYkZCSoL2giIg3FwlQl8EvgA2Tm5E4c5tW2Jqqb6hWzBxEREVUlvr6+WLt2LTZv3ozQ0FCMHz8eqamp8Pb2BgB4eXkpTY6elZWF4OBgBAcHIysrCy9evEBwcDAePnyodFy5XI6NGzdi5MiR0NZWHkj/6NEjzJkzB9euXcOTJ09w4MABeHl5oXPnzmjatKnqkyYqI7XNauPrjl8jeFww7n5+F7O6zEL9av9+0CsTZDjy6Ai893vDepE1BvgPgP8df6RmpaoxaiIizVEpClMrV66Eo6MjpFIpXF1dcfny5ULbrl27Fp06dYKZmRnMzMzg5uZWZPuK7nFsCnZefQYAMNLVxoRuddUcEREREZU3Dw8PLFq0CDNnzoSLiwuCg4MREBCgmBA9IiICkZGRivYvX75E8+bN0bx5c0RGRmLRokVo3rw5Pv30U6XjHj9+HBEREfjkk0/ynVMikeD48ePo2bMnGjZsiKlTp2LQoEE4ePCgapMlUiEnSyd83/V73JtwDzc+u4FpHaahpklNxfYsWRb2h+3HsN3DYLnQEh5/emBv6F5k5FT9yfuJiNSlws8xtWPHDvj6+mLNmjVwdXXFsmXL4O7ujrCwMFhZWeVrHxQUhGHDhqF9+/aQSqWYP38+evbsiZCQEFSvXl0NGbybxUfvQybPnbhxbOfaMDOQqDkiIiIiUgcfHx/4+PgUuC0oKEhp2dHREYIgFHvMnj17FtrO3t4ep06dKnWcRJWBSCSCi40LXGxcMLfHXFx6cQk77uzAjpAdiEzJLfKm56RjZ8hO7AzZCSOJET50+hCejT3hVtsNWiItNWdARFR1VPjC1JIlSzBmzBjFUPU1a9bg0KFD2LBhA77++ut87f38/JSW161bh927dyMwMBBeXl7lEnNZufU8AYdu574xWhjq4pOOtdQcERERERFR1SISidC2Rlu0rdEWi3ouwtmIs/C/449dd3fhVforAEByVjK23NyCLTe3wFzPHIOcBsHdzh39LPpp3ETJRFQ5RSRGIC4tTmmdXC5HfHw8zGXm+X6XWehbwMHEoVxiq9CFqaysLFy7dk1pzgSxWAw3NzdcuHChRMdIS0tDdnY2zM3NC22TmZmJzMxMxXJSUhKA3BdJLpe/ZfTvbn7APcX3Pt3qQE9HrJJ45HI5BEFQa67qoIl5M2fNoYl5M2fNocq8Ne1nSUTKtMRa6OLYBV0cu+DX3r/iRPgJ+If4Y0/oHiRl5v6NEJ8ej7XX12Lt9bWwCbLBkEZD4OnsibY12kIsYpGKiCqeiMQINFjRoFS3JUu1pQjzCSuX4lSFLkzFxcVBJpMp5k/IY21tjXv37hWyl7Jp06bBzs4Obm5uhbaZO3cuZs+enW99bGwsMjLUcz/55YgknHuY+wlNdRMJejjqIiYmRiXnksvlSExMhCAIGvWJjybmzZw1I2dAM/NmzpqRM6DavJOTk8v0eERUeelo6cC9rjvc67pjTZ81CHgYAP8QfxwIO4C07DQAQFRKFJZfXo7ll5fDwcQBHo094OnsieY2zSESidScARFRrri0uFLPlZeRk4G4tDgWpt7VvHnz4O/vj6CgIEil0kLbTZ8+Hb6+vorlpKQk2Nvbw9LSEsbGxuURqhJBEPD7rgeK5S/dnVDd1kZl55PL5RCJRLC0tNS4P2w0LW/mrBk5A5qZN3PWjJwB1eZdVH+BiDSXrrYu+jfsj/4N+yM1KxUHww5iy/UtOPHsBDJluXdeRCRGYOH5hVh4fiHqmdeDp7MnPJ090ciykZqjJyKq2Cp0YcrCwgJaWlqIjo5WWh8dHQ0bm6ILNYsWLcK8efNw/PjxYh9prKurC11d3XzrxWKxWjr6h25F4s6L3KHCTrbG6O9SHWKxaj9xEYlEastXnTQxb+asOTQxb+asOVSVt6b9HImo9AwkBhjaeCi6WnaFrrEuDj44CP87/jj2+Bhy5DkAgAfxDzDn9BzMOT0HzlbO8GzsCQ9nD9Q15xO2iYjeVKF7XxKJBC1btkRgYKBinVwuR2BgINq1a1fofgsWLMCcOXMQEBCAVq1alUeoZSZbJseio2GK5f/1aqDyohQREREREZWeidQEXs28cHj4YUROjcRvH/yGbo7dIMK//fc7MXfw3cnvUG95PbRe2xqLzy/Gs8RnaoyaiDRFjjwH0SnRePDqQfGN1ahCj5gCAF9fX4wcORKtWrVCmzZtsGzZMqSmpiqe0ufl5YXq1atj7ty5AID58+dj5syZ2L59OxwdHREVFQUAMDQ0hKGhodryKKldV58jPC4VAOBayxxd61uqOSIiIiIiIiqOhb4FxrYci7EtxyIyORJ/3v0T/iH+OP/svKLN1ZdXcfXlVXx57Et0dOgIz8aeGNxoMKwNrYs4MhFRLplchlfprxCbGouY1BjEpv3z/zeX//l/fHq8ukMukQpfmPLw8EBsbCxmzpyJqKgouLi4ICAgQDEhekREhNKw+9WrVyMrKwuDBw9WOs6sWbPw/fffl2fopZaeJcOy4/cVy9N6N+SkiURERERElYytkS0muk7ERNeJeJrwFDtDdsI/xB/XI68r2pyNOIuzEWcxKWASujl2g6ezJwY6DYS5XuFPEyeiqkUuyBGfHl9wcSk1FjFpyutfpb2CAEHdYZe5Cl+YAgAfHx/4+PgUuC0oKEhp+cmTJ6oPSEU2nX+CmOTcyRN7NrJGCwczNUdERERERETvoqZpTXzV4St81eEr3H91Hzvu7MAfd/5AaFwogNw/TAPDAxEYHojxh8bDvY47PJ090a9BPxjrlv+DmIjo7ckFOV6nvy52JFNsaixi02IRlxYHuSAv8zgMJYaw1LeElYEVLA0sIYYYB+4fKPPzlJVKUZjSBIlp2Vgd9BAAIBYBX7k3UHNERERERERUlupXq48ZXWbgu87f4U7MHewI2QH/O/549PoRgNz5YA49OIRDDw5Bqi1Fn3p94OnsiffrvQ99HX01R0+keQRBQEJGQqG3zb25Li4tDjJBVuZx6Ovo5xaZ9C1haWCp+F7p//9Zr6ejp7T/9cjrLExR8VafeoSkjNyneAxqUQP1rI3UHBEREREREamCSCRCE+smaGLdBHO6zcG1yGvwv+OPHSE78DzpOQAgIycDu0N3Y3fobhhKDNGvQT94NvZEzzo9oaud/4niRG8jIjECcWlxSuvkcjni4+NhLjPP97RaC30LOJg4lGeIZUoQBCRmJioXl1JjEZ0SjadxT5EipCAuPU5pVFPe0zbLklRbmr+opG+Vv+hkYAlLfUsYSAzKPIaKhIWpCiAqMQMbz4UDACTaYnzxXn01R0REREREROVBJBKhlV0rtLJrhQXvLcD5Z+fhf8cfu+7uQkxqDAAgJSsF229vx/bb22EqNcXAhgPh6eyJbrW6QVvMP+no7UQkRqDBigbIyMko8T5SbSnCfMIqTHFKEAQkZyWXeDLw2NRYZMuzyzwOXS3dEo1kyls20DHgfNL/wd9iFcAvgQ+QmZN7X6lX25qobqpXzB5ERERERFTViEVidHToiI4OHbGs1zIEPQnCjjs7sDt0N15nvAYAJGQkYEPwBmwI3gBLfUsMaTQEns6e6ODQAWKRuJgzEP0rLi2uVEUpIHckX1xanMoKU4IgICUrRTGSqbjJwGNSY5AlyyrzOHTEOgUXlQooNlkaWMJIYsRC0ztgYUrNHsWmYOfVZwAAI11tTOhWV80RERERERGRummLteFW2w1utd2wss9KHHt0DP4h/th3bx9SslIAALFpsVh1dRVWXV2F6kbVMbTxUHg6e6K1XWv+kUwVRmpWaolGMuUtl7ZYVhLaYu3CRzDpW6KaXjXoZOmgfvX6sDGygbGucZW6hiz0LSDVlpZ6dJyFvoUKo/oXC1NqtvhoGGTy3Mc9ju1cG2YGEjVHREREREREFYlES4I+9fugT/0+SM9Ox+EHh+Ef4o+/7v+l+EPzRfILLL24FEsvLkUt01rwdPaEp7Mnmlg1qVJ/YJP6ZeRk4GnC0xI/eS4tO63MY9ASaSnmX/rvXEyFjWoylZoWeR3I5XLExMTAqppVvnm1qgIHEweE+YQVPp+YuXrnE2NhSo1uPkvA4dtRAAALQ12M7lRLzREREREREVFFpqejh0GNBmFQo0FIzkzGgbAD2BGyAwEPAxRz54QnhGPu2bmYe3YunCyc4OnsCY/GHmhgwSd/U+7tcpmyTLxOf/1W+3fY0KGMI8q9jdVC30L5yXOFTAZuZWAFU6kpb10tJQcTh3yFJrlcjhitGFhZqbcgx8KUGi04ck/x/eQedaEv4ctBREREREQlY6RrhOFNh2N40+F4nf4ae+/thf8dfwSGB0Iu5M5hGxoXillBszAraBaa2zSHR2MPeDh7wNHUsdDjatqT2io6QRCQmp2K5MxkpGSlIDnrn/9nJhf6fUp2Aev+2Tc5MxkyQabSmEUQwULfotiRTHnL5nrmLDRpMFZCyklGtgyHb0fiaEg0EtKyIBMEXHmSW6F2MNeHR2v+IiciIiIiordjpmeGT5p/gk+af4LolGjsDt0N/zv+OBNxRtHmRtQN3Ii6ga8Dv0bbGm3h2dgTQxoPgZ2RnaJNVXhSm7rlyHOQkpVSYEGooO8LXfdPYSk1KxUCBHWnpdDcpjlqm9UusthkrmcOLbGWukOlSoKFqXJw7G40pu4KRlJ6DsQiQP7G7xT3xtaQaLM6TERERERE787a0Bqft/4cn7f+HM+TnmNnyE743/HHlZdXFG0uPr+Ii88vYsqRKeji2AUejT0wyGlQhXxSm6pl5mQWWhxKzEhE5KtIiHRF/xabsooYqZSVgvScdHWnlI+hxBCGEkMYSYxgpGsEQ4kh5HI5zj47W+pjreu3Di1sW6ggStJULEyp2LG70Ri79SryCtxvFqUAYN3ZcLSpVQ3vNbIu3+CIiIiIiKhKq2FcA77tfOHbzheP4h/lFqlC/HEr+hYAQICAoCdBCHoSBJ/DPmhTvY2aIy6aIAhIz0kv8ja10o5Kypubq6LQEmkpikdGkn/+r2v07/cFrXvj+/8WofR19Au8Te565HW0/L2lGjIkUsbClAplZMswdVcwIKDogZcC8OWuYFz6xg1SHQ53JCIiIiKislfHvA6md5qO6Z2m427sXey4swP+If64/+o+AEAmyHDh+YUyPadckOcrHr3N/Eh536dkpSjmz6oodLV0CywIKb4vpGBUWJFJqi3lkxRJo7AwpUKHb0ciKT2n2HYCgMT0HPx9JxIfNq+h+sCIiIiIiEijNbJshNndZuP7rt8jOCoY/nf84R/ij4jEiLc63sTDE6El1so3KiktO62MI393+jr6xRaH8v5vKDGEPEMOOws7mEhN8hWZDCWGkGhJ1J0SUaXGwpQKHQ2JLnBOqYKIRcCRO9EsTBERERERUbkRiURobtsczW2bY57bPGwO3gzvA96lPs755+dVEB0gFonzFY+URh3pFDFSqYDCk4GOQakm5ZbL5YiJiYGVlVW+pxESUdlgYUqFEtKySlSUAnKLVwnpWaoNiIiIiIiIqBAikQhNbZq+0zF0xDrFjkQqcvsbhSU9bT3e1qYiFvoWkGpLS/0ERgt9CxVGRZqIhSkVMtWXlGrElKkeh4ASERFRwVauXImFCxciKioKzZo1w/Lly9GmTcGTFIeEhGDmzJm4du0anj59iqVLl+KLL75QavP9999j9uzZSusaNGiAe/fuKZYzMjIwdepU+Pv7IzMzE+7u7li1ahWsrfnAFiJSFugViA72HaCrravuUKiEHEwcEOYThri0OKX1crkc8fHxMDc3zzdKzELfotI+fZEqLhamVKhnY2sEhESVqK1cANyd2ckjIiKi/Hbs2AFfX1+sWbMGrq6uWLZsGdzd3REWFgYrK6t87dPS0lC7dm0MGTIEU6ZMKfS4jRs3xvHjxxXL2trKXcMpU6bg0KFD2LVrF0xMTODj44OBAwfi3LlzZZccEVUJplJTFqUqIQcTh3yFJrlcjhgt3r5I5Yf/ylTo/Sa2MNbTRnEDT0UATPS00dvZtjzCIiIiokpmyZIlGDNmDLy9vdGoUSOsWbMG+vr62LBhQ4HtW7dujYULF8LT0xO6uoX/oaitrQ0bGxvFl4XFv7dnJCYmYv369ViyZAm6d++Oli1bYuPGjTh//jwuXrxY5jkSERGRZuKIKRWS6mhhyRAXjNl6FSIh9+l7bxL985/FQ1wg1Sn5JHxERESkGbKysnDt2jVMnz5dsU4sFsPNzQ0XLrzbY90fPHgAOzs7SKVStGvXDnPnzoWDQ+4n59euXUN2djbc3NwU7Rs2bAgHBwdcuHABbdu2zXe8zMxMZGZmKpaTkpIA5H76LpdXrMe7q4JcLocgCBqRax5NzBmo2nm/bU5V9Tqvyq91YZiz5lBl3qU5JgtTKubWyBq/j2iFL3cFIzE9RzHnVN7/jfW0sXiIC9wa8TY+IiIiyi8uLg4ymSzfvE7W1tZK80GVlqurKzZt2oQGDRogMjISs2fPRqdOnXDnzh0YGRkhKioKEokEpqam+c4bFVXwVAVz587NN28VAMTGxiIjo+ST61ZWcrkciYmJEARBY25/0cScgaqdd3x8/FvvF6MVU8bRqF9Vfq0Lw5w1I2dAtXknJyeXuC0LU+XgvUbWuPSNG/6+E4kjd6KRkJ4FUz0J3J2t0dvZliOliIiIqNz17t1b8X3Tpk3h6uqKmjVrYufOnRg9evRbHXP69Onw9fVVLCclJcHe3h6WlpYwNjZ+55grOrlcDpFIBEtLS435w0YTcwaqdt71detDqiVFhqwUT2rTkqJ+jfqwMsk/511lV5Vf68IwZ83IGVBt3lKptMRtWZgqJ1IdLXzYvAY+bF5D3aEQERFRJWJhYQEtLS1ER0crrY+OjoaNjU2ZncfU1BT169fHw4cPAQA2NjbIyspCQkKC0qipos6rq6tb4JxWYrFYYzr6IpFIo/IFNDNnoOrm7WjmiLCJfFLbf1XV17oozFlzqCrv0hyPhSkiIiKiCkwikaBly5YIDAzEgAEDAOT+gRgYGAgfH58yO09KSgoePXqEESNGAABatmwJHR0dBAYGYtCgQQCAsLAwREREoF27dmV2XiKqePikNiIqTyxMEREREVVwvr6+GDlyJFq1aoU2bdpg2bJlSE1Nhbe3NwDAy8sL1atXx9y5cwHkTph+9+5dxfcvXrxAcHAwDA0NUbduXQDAl19+ib59+6JmzZp4+fIlZs2aBS0tLQwbNgwAYGJigtGjR8PX1xfm5uYwNjbGxIkT0a5duwInPiciIiJ6GyxMEREREVVwHh4eiI2NxcyZMxEVFQUXFxcEBAQoJkSPiIhQGsHw8uVLNG/eXLG8aNEiLFq0CF26dEFQUBAA4Pnz5xg2bBhevXoFS0tLdOzYERcvXoSlpaViv6VLl0IsFmPQoEHIzMyEu7s7Vq1aVT5JExERkUZgYYqIiIioEvDx8Sn01r28YlMeR0dHCIJQ5PH8/f2LPadUKsXKlSuxcuXKEsdJREREVBq8OZiIiIiIiIiIiNSCI6YKkPcJY1JSkpojKR9yuRzJycmQSqUaNZGhJubNnDUjZ0Az82bOmpEzoNq88977ixttRCXDPlXVp4k5A5qZtybmDGhm3sxZM3IGKk6fioWpAiQnJwMA7O3t1RwJERERqUNycjJMTEzUHUalxz4VERGRZitJn0ok8CPBfORyOV6+fAkjIyOIRCJ1h6NySUlJsLe3x7Nnz2BsbKzucMqNJubNnDUjZ0Az82bOmpEzoNq8BUFAcnIy7OzsNOoTU1Vhn6rq08ScAc3MWxNzBjQzb+asGTkDFadPxRFTBRCLxahRo4a6wyh3xsbGGnUR5tHEvJmz5tDEvJmz5lBV3hwpVXbYp9IcmpgzoJl5a2LOgGbmzZw1h7r7VPwokIiIiIiIiIiI1IKFKSIiIiIiIiIiUgsWpgi6urqYNWsWdHV11R1KudLEvJmz5tDEvJmz5tDUvKni08R/m5qYM6CZeWtizoBm5s2cNUdFyZuTnxMRERERERERkVpwxBQREREREREREakFC1NERERERERERKQWLEwREREREREREZFasDBFRERERERERERqwcJUFTd37ly0bt0aRkZGsLKywoABAxAWFlbkPps2bYJIJFL6kkql5RRx2fj+++/z5dCwYcMi99m1axcaNmwIqVSKJk2a4PDhw+UUbdlwdHTMl7NIJMKECRMKbF8ZX+fTp0+jb9++sLOzg0gkwr59+5S2C4KAmTNnwtbWFnp6enBzc8ODBw+KPe7KlSvh6OgIqVQKV1dXXL58WUUZvJ2i8s7Ozsa0adPQpEkTGBgYwM7ODl5eXnj58mWRx3yba6Q8Ffdajxo1Kl/8vXr1Kva4lfm1BlDgNS4SibBw4cJCj1mRX+uSvEdlZGRgwoQJqFatGgwNDTFo0CBER0cXedy3/V1AVBT2qdinYp+KfaqCVOT3WUAz+1Sa1p8CKn+fioWpKu7UqVOYMGECLl68iGPHjiE7Oxs9e/ZEampqkfsZGxsjMjJS8fX06dNyirjsNG7cWCmHs2fPFtr2/PnzGDZsGEaPHo0bN25gwIABGDBgAO7cuVOOEb+bK1euKOV77NgxAMCQIUMK3aeyvc6pqalo1qwZVq5cWeD2BQsW4Ndff8WaNWtw6dIlGBgYwN3dHRkZGYUec8eOHfD19cWsWbNw/fp1NGvWDO7u7oiJiVFVGqVWVN5paWm4fv06ZsyYgevXr2PPnj0ICwtDv379ij1uaa6R8lbcaw0AvXr1Uor/jz/+KPKYlf21BqCUb2RkJDZs2ACRSIRBgwYVedyK+lqX5D1qypQpOHjwIHbt2oVTp07h5cuXGDhwYJHHfZvfBUTFYZ+KfSr2qdinKkxFfZ8FNLNPpWn9KaAK9KkE0igxMTECAOHUqVOFttm4caNgYmJSfkGpwKxZs4RmzZqVuP3QoUOFPn36KK1zdXUVPvvsszKOrPxMnjxZqFOnjiCXywvcXtlfZwDC3r17FctyuVywsbERFi5cqFiXkJAg6OrqCn/88Uehx2nTpo0wYcIExbJMJhPs7OyEuXPnqiTud/Vm3gW5fPmyAEB4+vRpoW1Ke42oU0E5jxw5Uujfv3+pjlMVX+v+/fsL3bt3L7JNZXqt33yPSkhIEHR0dIRdu3Yp2oSGhgoAhAsXLhR4jLf9XUBUWuxTFYx9qsqHfarCsU9VsMr0Wmtif0oQKl+fiiOmNExiYiIAwNzcvMh2KSkpqFmzJuzt7dG/f3+EhISUR3hl6sGDB7Czs0Pt2rUxfPhwREREFNr2woULcHNzU1rn7u6OCxcuqDpMlcjKysK2bdvwySefQCQSFdquKrzOecLDwxEVFaX0OpqYmMDV1bXQ1zErKwvXrl1T2kcsFsPNza3SvvZA7nUuEolgampaZLvSXCMVUVBQEKysrNCgQQOMHz8er169KrRtVXyto6OjcejQIYwePbrYtpXltX7zPeratWvIzs5Wet0aNmwIBweHQl+3t/ldQPQ22KcqGPtUlfd1zsM+1b/Yp8qvqr3WVbE/BVS+PhULUxpELpfjiy++QIcOHeDs7FxouwYNGmDDhg3Yv38/tm3bBrlcjvbt2+P58+flGO27cXV1xaZNmxAQEIDVq1cjPDwcnTp1QnJycoHto6KiYG1trbTO2toaUVFR5RFumdu3bx8SEhIwatSoQttUhdf5v/Jeq9K8jnFxcZDJZFXqtc/IyMC0adMwbNgwGBsbF9qutNdIRdOrVy9s2bIFgYGBmD9/Pk6dOoXevXtDJpMV2L4qvtabN2+GkZFRsUOwK8trXdB7VFRUFCQSSb4/CIp63d7mdwFRabFPxT7Vf1WF1/m/2KfKxT6VZvSpqlp/CqicfSrtMj0aVWgTJkzAnTt3ir0Xtl27dmjXrp1iuX379nBycsJvv/2GOXPmqDrMMtG7d2/F902bNoWrqytq1qyJnTt3lqgaXtmtX78evXv3hp2dXaFtqsLrTMqys7MxdOhQCIKA1atXF9m2sl8jnp6eiu+bNGmCpk2bok6dOggKCkKPHj3UGFn52bBhA4YPH17sBLuV5bUu6XsUUUXAPlXF+x2iKuxTaSb2qTSnT1XV+lNA5exTccSUhvDx8cFff/2FkydPokaNGqXaV0dHB82bN8fDhw9VFJ3qmZqaon79+oXmYGNjk++JBNHR0bCxsSmP8MrU06dPcfz4cXz66ael2q+yv855r1VpXkcLCwtoaWlVidc+rwP19OlTHDt2rMhP9gpS3DVS0dWuXRsWFhaFxl+VXmsAOHPmDMLCwkp9nQMV87Uu7D3KxsYGWVlZSEhIUGpf1Ov2Nr8LiEqDfSr2qYpT2V9n9qnYp9KUPlVV608BlbdPxcJUFScIAnx8fLB3716cOHECtWrVKvUxZDIZbt++DVtbWxVEWD5SUlLw6NGjQnNo164dAgMDldYdO3ZM6dOvymLjxo2wsrJCnz59SrVfZX+da9WqBRsbG6XXMSkpCZcuXSr0dZRIJGjZsqXSPnK5HIGBgZXqtc/rQD148ADHjx9HtWrVSn2M4q6Riu758+d49epVofFXldc6z/r169GyZUs0a9as1PtWpNe6uPeoli1bQkdHR+l1CwsLQ0RERKGv29v8LiAqCfapcrFPVbzK/jqzT8U+lab0qapKfwqoAn2qMp1KnSqc8ePHCyYmJkJQUJAQGRmp+EpLS1O0GTFihPD1118rlmfPni0cOXJEePTokXDt2jXB09NTkEqlQkhIiDpSeCtTp04VgoKChPDwcOHcuXOCm5ubYGFhIcTExAiCkD/nc+fOCdra2sKiRYuE0NBQYdasWYKOjo5w+/ZtdaXwVmQymeDg4CBMmzYt37aq8DonJycLN27cEG7cuCEAEJYsWSLcuHFD8aSUefPmCaampsL+/fuFW7duCf379xdq1aolpKenK47RvXt3Yfny5Yplf39/QVdXV9i0aZNw9+5dYezYsYKpqakQFRVV7vkVpqi8s7KyhH79+gk1atQQgoODla7zzMxMxTHezLu4a0Tdiso5OTlZ+PLLL4ULFy4I4eHhwvHjx4UWLVoI9erVEzIyMhTHqGqvdZ7ExERBX19fWL16dYHHqEyvdUneo8aNGyc4ODgIJ06cEK5evSq0a9dOaNeundJxGjRoIOzZs0exXJLfBUSlxT4V+1R5qsLrzD4V+1RVuU+laf0pQaj8fSoWpqo4AAV+bdy4UdGmS5cuwsiRIxXLX3zxheDg4CBIJBLB2tpaeP/994Xr16+Xf/DvwMPDQ7C1tRUkEolQvXp1wcPDQ3j48KFi+5s5C4Ig7Ny5U6hfv74gkUiExo0bC4cOHSrnqN/dkSNHBABCWFhYvm1V4XU+efJkgf+e8/KSy+XCjBkzBGtra0FXV1fo0aNHvp9FzZo1hVmzZimtW758ueJn0aZNG+HixYvllFHJFJV3eHh4odf5yZMnFcd4M+/irhF1KyrntLQ0oWfPnoKlpaWgo6Mj1KxZUxgzZky+zlBVe63z/Pbbb4Kenp6QkJBQ4DEq02tdkveo9PR04fPPPxfMzMwEfX194cMPPxQiIyPzHee/+5TkdwFRabFPxT5VnqrwOrNPxT5VVe5TaVp/ShAqf59K9M/JiYiIiIiIiIiIyhXnmCIiIiIiIiIiIrVgYYqIiIiIiIiIiNSChSkiIiIiIiIiIlILFqaIiIiIiIiIiEgtWJgiIiIiIiIiIiK1YGGKiIiIiIiIiIjUgoUpIiIiIiIiIiJSCxamiIiIiIiIiIhILViYIqIK4cmTJxCJRAgODlbpeTZt2gRTU1OVngMAZsyYgbFjx6rs+HFxcbCyssLz589Vdg4iIiKq+EQiEfbt21fo9qCgIIhEIiQkJJRbTKXh6OiIZcuWvdMx1JXj+vXr0bNnT5UdPysrC46Ojrh69arKzkFUEbAwRUQqN2rUKIhEIsVXtWrV0KtXL9y6dUvRxt7eHpGRkXB2dn6nc506dQrdu3eHubk59PX1Ua9ePYwcORJZWVkAAA8PD9y/f/+dzlGcqKgo/PLLL/j2229Vdg4LCwt4eXlh1qxZKjsHERGRpomNjcX48ePh4OAAXV1d2NjYwN3dHefOnVN3aPj+++/h4uJS6v3at2+PyMhImJiYlH1Q/0hJSYGOjg78/f2V1nt6ekIkEuHJkydK6x0dHTFjxgwAwJUrV1T6YZ6qZGRkYMaMGSrti0kkEnz55ZeYNm2ays5BVBGwMEVE5aJXr16IjIxEZGQkAgMDoa2tjQ8++ECxXUtLCzY2NtDW1n7rc9y9exe9evVCq1atcPr0ady+fRvLly+HRCKBTCYDAOjp6cHKyuqd8ynKunXr0L59e9SsWVOl5/H29oafnx/i4+NVeh4iIiJNMWjQINy4cQObN2/G/fv3ceDAAXTt2hWvXr1Sd2hvTSKRwMbGBiKRSGXnMDQ0RKtWrRAUFKS0PigoCPb29krrw8PD8fTpU3Tv3h0AYGlpCX19fZXFpip//vknjI2N0aFDB5WeZ/jw4Th79ixCQkJUeh4idWJhiojKRd6njjY2NnBxccHXX3+NZ8+eITY2FkD+W/nyhmQHBgaiVatW0NfXR/v27REWFlboOY4ePQobGxssWLAAzs7OqFOnDnr16oW1a9dCT08PQP5b+RwdHZVGc+V95Xn27BmGDh0KU1NTmJubo3///vk+9XuTv78/+vbtq7Sua9eumDhxIr744guYmZnB2toaa9euRWpqKry9vWFkZIS6devi77//Vuzz+vVrDB8+HJaWltDT00O9evWwceNGxfbGjRvDzs4Oe/fuLTIeIiIiKl5CQgLOnDmD+fPno1u3bqhZsybatGmD6dOno1+/fop2IpEIv/32Gz744APo6+vDyckJFy5cwMOHD9G1a1cYGBigffv2ePTokdLxV69ejTp16kAikaBBgwbYunWr0vaIiAj0798fhoaGMDY2xtChQxEdHQ0gt/8ye/Zs3Lx5U9FX2bRpk2LfuLg4fPjhh4rR4gcOHFBse/M2t7y+0JEjR+Dk5ARDQ0PFB4h5cnJyMGnSJJiamqJatWqYNm0aRo4ciQEDBhT68+vWrZtSASo0NBQZGRkYP3680vqgoCDo6uqiXbt2APLfyicSibBu3bpC8wGAw4cPo379+tDT00O3bt0K7Jvt3r0bjRs3hq6uLhwdHbF48WLFthUrViiN0t+3bx9EIhHWrFmjWOfm5obvvvuu0HwL6u+NGjUKAwYMwM8//wxra2uYmprihx9+QE5ODr766iuYm5ujRo0aSv25rKws+Pj4wNbWFlKpFDVr1sTcuXMV283MzNChQ4d8o9GIqhIWpoio3KWkpGDbtm2oW7cuqlWrVmTbb7/9FosXL8bVq1ehra2NTz75pNC2NjY2iIyMxOnTp0scy5UrVxQjuZ4/f462bduiU6dOAIDs7Gy4u7vDyMgIZ86cwblz5xSdt7xbA98UHx+Pu3fvolWrVvm2bd68GRYWFrh8+TImTpyI8ePHY8iQIWjfvj2uX7+Onj17YsSIEUhLSwOQO0/V3bt38ffffyM0NBSrV6+GhYWF0jHbtGmDM2fOlDhfIiIiKpihoSEMDQ2xb98+ZGZmFtl2zpw58PLyQnBwMBo2bIiPPvoIn332GaZPn46rV69CEAT4+Pgo2u/duxeTJ0/G1KlTcefOHXz22Wfw9vbGyZMnAQByuRz9+/dHfHw8Tp06hWPHjuHx48fw8PAAkDsVwdSpU9G4cWNFvyVvGwDMnj0bQ4cOxa1bt/D+++9j+PDhRY6oTktLw6JFi7B161acPn0aERER+PLLLxXb58+fDz8/P2zcuBHnzp1DUlJSkfNYAbmFqbCwMEWB6+TJk+jYsSO6d++uVJg6efIk2rVrB6lUWuixisrn2bNnGDhwIPr27Yvg4GB8+umn+Prrr5X2v3btGoYOHQpPT0/cvn0b33//PWbMmKEo5nXp0gV3795VfEB66tQpWFhYKOLMzs7GhQsX0LVr10JjPHv2bIH9vRMnTuDly5c4ffo0lixZglmzZuGDDz6AmZkZLl26hHHjxuGzzz5TzBP666+/4sCBA9i5cyfCwsLg5+cHR0dHpWOyv0dVnkBEpGIjR44UtLS0BAMDA8HAwEAAINja2grXrl1TtAkPDxcACDdu3BAEQRBOnjwpABCOHz+uaHPo0CEBgJCenl7geXJycoRRo0YJAAQbGxthwIABwvLly4XExERFm40bNwomJiYF7j9p0iShZs2aQkxMjCAIgrB161ahQYMGglwuV7TJzMwU9PT0hCNHjhR4jBs3bggAhIiICKX1Xbp0ETp27KgUq4GBgTBixAjFusjISAGAcOHCBUEQBKFv376Ct7d3gefJM2XKFKFr165FtiEiIqKS+fPPPwUzMzNBKpUK7du3F6ZPny7cvHlTqQ0A4bvvvlMsX7hwQQAgrF+/XrHujz/+EKRSqWK5ffv2wpgxY5SOM2TIEOH9998XBEEQjh49KmhpaSn1H0JCQgQAwuXLlwVBEIRZs2YJzZo1yxfzm/GkpKQIAIS///5bEIR/+1SvX78WBCG3LwRAePjwoWKflStXCtbW1opla2trYeHChYrlnJwcwcHBQejfv3/BPzhBEFJTUwWJRCJs375dkd+CBQuE7OxswcDAQHj8+LEgCILg4OAgzJ49W7FfzZo1haVLl5Y4n+nTpwuNGjVSOve0adOUcvzoo4+E9957T6nNV199pdhPLpcL1apVE3bt2iUIgiC4uLgIc+fOFWxsbARBEISzZ88KOjo6QmpqaoG5vn79WgAgnD59Wmn9yJEjhZo1awoymUyxrkGDBkKnTp0Uy3l9wD/++EMQBEGYOHGi0L17d6X+5pt++eUXwdHRsdDtRJUdR0wRUbno1q0bgoODERwcjMuXL8Pd3R29e/fG06dPi9yvadOmiu9tbW0BADExMQW21dLSwsaNG/H8+XMsWLAA1atXx88//6z4dLEov//+O9avX48DBw7A0tISAHDz5k08fPgQRkZGik9Rzc3NkZGRkW94fp709HQAKPBTwP/moqWlhWrVqqFJkyaKddbW1kr5jR8/Hv7+/nBxccH//vc/nD9/Pt8x9fT0FCOsiIiI6N0MGjQIL1++xIEDB9CrVy8EBQWhRYsWSrfNAcrv6Xnv32++p2dkZCApKQlA7m1tb85F1KFDB4SGhiq229vbw97eXrG9UaNGMDU1VbQpyn/jMTAwgLGxcaH9JQDQ19dHnTp1FMu2traK9omJiYiOjkabNm0U27W0tNCyZcsiY9DX10fr1q0Vo45OnTqFrl27QltbG+3bt0dQUBAeP36MiIgIdOvW7a3zCQ0Nhaurq1L7vNsC8xT2837w4AFkMhlEIhE6d+6MoKAgJCQk4O7du/j888+RmZmJe/fu4dSpU2jdunWhc18V1d9r3LgxxOJ//8y2trZW+reR1wfMy2fUqFEIDg5GgwYNMGnSJBw9ejTfMdnfo6qOhSkiKhcGBgaoW7cu6tati9atW2PdunVITU3F2rVri9xPR0dH8X3e3E9yubzIfapXr44RI0ZgxYoVCAkJQUZGhtKcAW86efIkJk6ciC1btih1hFJSUtCyZUtFQS3v6/79+/joo48KPFberXavX78uMpe8fIrKL69wN2XKFLx8+RI9evRQGmYP5N46mFdIIyIioncnlUrx3nvvYcaMGTh//jxGjRqV78lrBb1/v02fpawU1Mco6twFtRcE4Z3j6NatG06ePImQkBCkp6ejRYsWAHJvnTt58iROnjwJfX39fIWlksRX1j/Lrl27IigoCGfOnEHz5s1hbGysKFadOnUKXbp0KXTfatWqQSQSvVV/L29dXj4tWrRAeHg45syZg/T0dAwdOhSDBw9Was/+HlV1LEwRkVqIRCKIxWLFJ06qYmZmBltbW6Smpha4/eHDhxg8eDC++eYbDBw4UGlbixYt8ODBA1hZWSmKanlfhT1yuU6dOjA2Nsbdu3fLJH5LS0uMHDkS27Ztw7Jly/D7778rbb9z5w6aN29eJuciIiKi/Bo1alRoP6KknJyccO7cOaV1586dQ6NGjRTbnz17hmfPnim23717FwkJCYo2/33KsCqZmJjA2toaV65cUayTyWS4fv16sft269YNDx48wPbt29GxY0doaWkBADp37oxTp04hKCgIHTp0gEQieev4nJyccPnyZaV1Fy9ezNemoJ93/fr1FTHlzTO1a9cuxVxSXbt2xfHjx3Hu3Lki55eSSCRo1KhRmfX3jI2N4eHhgbVr12LHjh3YvXu30hxh7O9RVcfCFBGVi8zMTERFRSEqKgqhoaGYOHEiUlJS8j3N5F389ttvGD9+PI4ePYpHjx4hJCQE06ZNQ0hISIHnSU9PR9++fdG8eXOMHTtWEV9UVBSA3MfzWlhYoH///jhz5gzCw8MRFBSESZMmKSasfJNYLIabmxvOnj37zvnMnDkT+/fvx8OHDxESEoK//voLTk5Oiu1paWm4du0aevbs+c7nIiIi0nSvXr1C9+7dsW3bNty6dQvh4eHYtWsXFixYgP79+7/Tsb/66its2rQJq1evxoMHD7BkyRLs2bNHMRLazc0NTZo0wfDhw3H9+nVcvnwZXl5e6NKli2KCbUdHR4SHhyM4OBhxcXHFTtD+LiZOnIi5c+di//79CAsLw+TJk/H69WulJxcXpH379tDV1cXy5cuVRhy1adMGMTEx2L9/f7G38RVn3LhxePDgAb766iuEhYVh+/bt+W61nDp1KgIDAzFnzhzcv38fmzdvxooVK5RGnjdt2hRmZmbYvn27UmEqb/L7N28FfJO7u3uZ9PeWLFmCP/74A/fu3cP9+/exa9cu2NjYKD1F+syZM+zvUZXGwhQRlYuAgADY2trC1tYWrq6uuHLlitInVGWhTZs2SElJwbhx49C4cWN06dIFFy9exL59+wocjh0dHY179+4hMDAQdnZ2ivjy5rLS19fH6dOn4eDggIEDB8LJyQmjR49GRkYGjI2NC43j008/hb+//zsPOZdIJJg+fTqaNm2Kzp07Q0tLS+lRwfv374eDg4PiKYJERET09gwNDeHq6oqlS5eic+fOcHZ2xowZMzBmzBisWLHinY49YMAA/PLLL1i0aBEaN26M3377DRs3blT0g0QiEfbv3w8zMzN07twZbm5uqF27Nnbs2KE4xqBBg9CrVy9069YNlpaW+OOPP94ppqJMmzYNw4YNg5eXF9q1awdDQ0O4u7sX+SQ9IPc2yLZt2yI5OVmpj6erq6tY/66FKQcHB+zevRv79u1Ds2bNsGbNGvz8889KbVq0aIGdO3fC398fzs7OmDlzJn744QeMGjVK0UYkEqFTp04QiUTo2LEjgNxilbGxMVq1agUDA4Mi4xg9ejQOHz6MxMTEd8rHyMgICxYsQKtWrdC6dWs8efIEhw8fVsxTdeHCBSQmJua7vY+oKhEJZXEzMRERKQiCAFdXV0yZMgXDhg1T2Xnatm2LSZMmFTrfFREREVFZkMvlcHJywtChQzFnzhx1h1NhDBkyBC1atMD06dNVdg4PDw80a9YM33zzjcrOQaRuHDFFRFTGRCIRfv/9d+Tk5KjsHHFxcRg4cKBKC19ERESkmZ4+fYq1a9fi/v37uH37NsaPH4/w8HB+GPaGhQsXwtDQUGXHz8rKQpMmTTBlyhSVnYOoIuCIKSIiIiIiIlJ49uwZPD09cefOHQiCAGdnZ8ybNw+dO3dWd2hEVAWxMEVERERERERERGrBW/mIiIiIiIiIiEgtWJgiIiIiIiIiIiK1YGGKiIiIiIiIiIjUgoUpIiIiIiIiIiJSCxamiIiIiIiIiIhILViYIiIiIiIiIiIitWBhioiIiIiIiIiI1IKFKSIiIiIiIiIiUgsWpoiIiIiIiIiISC1YmCIiIiIiIiIiIrVgYYqIiIiIiIiIiNSChSkiIiIiIiIiIlILFqaIiIiIiIiIiEgtWJgiIiKqBEaNGgVHR0d1h1GpqPNnJhKJ8P3336vl3GUlKCgIIpEIf/75p7pDqTI2bdoEkUiEJ0+elPmxnzx5ApFIhE2bNpX5sYmIiFSJhSkiIiI1EYlEJfoKCgpSd6gFGjVqlFKcurq6qF+/PmbOnImMjAx1h1cpxMbGYvLkyWjYsCH09PRgZWWFNm3aYNq0aUhJSVF3eFXaqlWrIBKJ4Orqqu5QiIiINJq2ugMgIiLSVFu3blVa3rJlC44dO5ZvvZOTE9auXQu5XF6e4ZWIrq4u1q1bBwBITEzE/v37MWfOHDx69Ah+fn5qjq5ii4+PR6tWrZCUlIRPPvkEDRs2xKtXr3Dr1i2sXr0a48ePh6GhobrDrLL8/Pzg6OiIy5cv4+HDh6hbt666Q3onNWvWRHp6OnR0dNQdChERUamwMEVERKQmH3/8sdLyxYsXcezYsXzrKzJtbW2leD///HO0b98ef/zxB5YsWQJra2s1RlexrV+/HhERETh37hzat2+vtC0pKQkSiURNkZWNtLQ06OvrqzuMAoWHh+P8+fPYs2cPPvvsM/j5+WHWrFnqDuudiEQiSKVSdYdBRERUaryVj4iIqBJ4c76kvPlkFi1ahJUrV6J27drQ19dHz5498ezZMwiCgDlz5qBGjRrQ09ND//79ER8fn++4f//9Nzp16gQDAwMYGRmhT58+CAkJees4RSIROnbsCEEQ8Pjx41KfKyoqCt7e3qhRowZ0dXVha2uL/v3755uTZ9WqVWjcuDF0dXVhZ2eHCRMmICEhodC4srOzYW5uDm9v73zbkpKSIJVK8eWXXyrWZWZmYtasWahbty50dXVhb2+P//3vf8jMzFTaNzMzE1OmTIGlpSWMjIzQr18/PH/+vEQ/q0ePHkFLSwtt27bNt83Y2FhRZJg1axZ0dHQQGxubr93YsWNhamqquHXS0dERH3zwAc6ePYs2bdpAKpWidu3a2LJlS759ExISMGXKFDg6OkJXVxc1atSAl5cX4uLilNrJ5XL89NNPqFGjBqRSKXr06IGHDx8qtenatSucnZ1x7do1dO7cGfr6+vjmm28AADExMRg9ejSsra0hlUrRrFkzbN68WWn///57/v3331GnTh3o6uqidevWuHLliqLdxo0bIRKJcOPGjXz5/Pzzz9DS0sKLFy8K/Hn/l5+fH8zMzNCnTx8MHjy4wNF9JY0JAG7duoVRo0ahdu3akEqlsLGxwSeffIJXr14VGcfIkSNhYWGB7OzsfNt69uyJBg0aKJaPHTuGjh07wtTUFIaGhmjQoIHiZ/zfeP87x1RJryciIiJ1YmGKiIioEvPz88OqVaswceJETJ06FadOncLQoUPx3XffISAgANOmTcPYsWNx8OBBpcILkHsrYZ8+fWBoaIj58+djxowZuHv3Ljp27PhOf7jm7WtmZlbqcw0aNAh79+6Ft7c3Vq1ahUmTJiE5ORkRERGKNt9//z0mTJgAOzs7LF68GIMGDcJvv/2Gnj17FvgHPgDo6Ojgww8/xL59+5CVlaW0bd++fcjMzISnpyeA3EJMv379sGjRIvTt2xfLly/HgAEDsHTpUnh4eCjt++mnn2LZsmXo2bMn5s2bBx0dHfTp06dEP6eaNWtCJpPlu3XzTSNGjEBOTg527NihtD4rKwt//vknBg0apDRS5uHDhxg8eDDee+89LF68GGZmZhg1apRSETAlJQWdOnXC8uXL0bNnT/zyyy8YN24c7t27l6+wNm/ePOzduxdffvklpk+fjosXL2L48OH54nz16hV69+4NFxcXLFu2DN26dUN6ejq6du2KrVu3Yvjw4Vi4cCFMTEwwatQo/PLLL/mOsX37dixcuBCfffYZfvzxRzx58gQDBw5UvK6DBw+Gnp5egYUkPz8/dO3aFdWrVy/y55nXduDAgZBIJBg2bBgePHiQr9hU0piA3KLR48eP4e3tjeXLl8PT0xP+/v54//33IQhCoXGMGDECr169wpEjR5TWR0VF4cSJE4rRiCEhIfjggw+QmZmJH374AYsXL0a/fv1w7ty5IvMsyfVERESkdgIRERFVCBMmTBAKe2seOXKkULNmTcVyeHi4AECwtLQUEhISFOunT58uABCaNWsmZGdnK9YPGzZMkEgkQkZGhiAIgpCcnCyYmpoKY8aMUTpPVFSUYGJikm99YTEZGBgIsbGxQmxsrPDw4UNh0aJFgkgkEpydnQW5XF6qc71+/VoAICxcuLDQc8bExAgSiUTo2bOnIJPJFOtXrFghABA2bNhQ6M/syJEjAgDh4MGDSsd8//33hdq1ayuWt27dKojFYuHMmTNK7dasWSMAEM6dOycIgiAEBwcLAITPP/9cqd1HH30kABBmzZpVaB55+VtaWgoAhIYNGwrjxo0Ttm/frvR65mnXrp3g6uqqtG7Pnj0CAOHkyZOKdTVr1hQACKdPn1asi4mJEXR1dYWpU6cq1s2cOVMAIOzZsyffufJet5MnTwoABCcnJyEzM1Ox/ZdffhEACLdv31as69KliwBAWLNmjdKxli1bJgAQtm3bpliXlZUltGvXTjA0NBSSkpIEQfj333O1atWE+Ph4Rdv9+/fne82GDRsm2NnZKb3+169fFwAIGzduzJfPm65evSoAEI4dO6bIt0aNGsLkyZOV2pUmprS0tHzn+eOPP/K9Fhs3bhQACOHh4YIgCIJMJhNq1KgheHh4KO27ZMkSQSQSCY8fPxYEQRCWLl0qABBiY2MLzSsv3ryfQUmuJyIiooqAI6aIiIgqsSFDhsDExESxnPeEsY8//hja2tpK67OyshS3OR07dgwJCQkYNmwY4uLiFF9aWlpwdXXFyZMnS3T+1NRUWFpawtLSEnXr1sWXX36JDh06YP/+/RCJRKU6l56eHiQSCYKCgvD69esCz3f8+HFkZWXhiy++gFj8bzdmzJgxMDY2xqFDhwqNtXv37rCwsFAaefT69WscO3ZMaSTUrl274OTkhIYNGyrF2717dwBQxHv48GEAwKRJk5TO88UXX5ToZ2dtbY2bN29i3LhxeP36NdasWYOPPvoIVlZWmDNnjtJIGy8vL1y6dAmPHj1SrPPz84O9vT26dOmidNxGjRqhU6dOimVLS0s0aNBA6dbK3bt3o1mzZvjwww/zxZX3uuXx9vZWmu8q79hv3qqpq6ub71bJw4cPw8bGBsOGDVOs09HRwaRJk5CSkoJTp04ptffw8FAaaVfQuby8vPDy5Uulf6N+fn7Q09PDoEGD8uXzJj8/P1hbW6Nbt26KfD08PODv7w+ZTJavfUli0tPTU3yfkZGBuLg4xS2a169fLzQWsViM4cOH48CBA0hOTlaKsX379qhVqxYAwNTUFACwf//+Ej8EoSTXExERUUXAwhQREVEl5uDgoLScV6Syt7cvcH3eH6gPHjwAkFusySss5X0dPXoUMTExAID09HRERUUpff2XVCrFsWPHcOzYMWzcuBFOTk6IiYlR+kO9pOfS1dXF/Pnz8ffff8Pa2hqdO3fGggULlM759OlTAFCaewcAJBIJateurdheEG1tbQwaNAj79+9XzBW1Z88eZGdnKxWmHjx4gJCQkHyx1q9fHwAU8T59+hRisRh16tRROs+bsRXF1tYWq1evRmRkJMLCwvDrr7/C0tISM2fOxPr16xXtPDw8oKurq7iFLTExEX/99ReGDx+er5D05r8JIPe2yv8WJx49egRnZ+cSxfjm8fKKNG8WO6pXr55vwvanT5+iXr16SkVEIPdJk3nbS3uu9957D7a2toqfhVwuxx9//IH+/fvDyMioyFxkMhn8/f3RrVs3hIeH4+HDh3j48CFcXV0RHR2NwMDAt8o/Pj4ekydPhrW1NfT09GBpaakoKiUmJhYZk5eXF9LT07F3714AQFhYGK5du4YRI0Yo2nh4eKBDhw749NNPYW1tDU9PT+zcubPIIlVJriciIqKKgE/lIyIiqsS0tLRKtT5vFE7eH7Rbt26FjY1NvnZ5o6127NiRbxTMf0fyaGlpwc3NTbHs7u6Ohg0b4rPPPsOBAwdKdS4gd7RR3759sW/fPhw5cgQzZszA3LlzceLECTRv3rzAnErD09MTv/32G/7++28MGDAAO3fuRMOGDdGsWTNFG7lcjiZNmmDJkiUFHuPNol9ZEIlEqF+/PurXr48+ffqgXr168PPzw6effgogtxjywQcfwM/PDzNnzsSff/6JzMzMAp/gWNxrX1olPd5/i5FvqyTn0tLSwkcffYS1a9di1apVOHfuHF6+fFmip1meOHECkZGR8Pf3h7+/f77tfn5+6NmzZ6ljGjp0KM6fP4+vvvoKLi4uMDQ0hFwuR69evYod4dSoUSO0bNkS27Ztg5eXF7Zt2waJRIKhQ4cq2ujp6eH06dM4efIkDh06hICAAOzYsQPdu3fH0aNHC41R1dcTERFRWWBhioiISAPljfKxsrJSKiy9yd3dHceOHSvxcW1tbTFlyhTMnj0bFy9eRNu2bUt8rv/GNnXqVEydOhUPHjyAi4sLFi9ejG3btqFmzZoAckeV1K5dW7FPVlYWwsPDiz1+586dYWtrix07dqBjx444ceIEvv3223znv3nzJnr06JFvNNJ/1axZE3K5HI8ePVIaJRUWFlZsjkWpXbs2zMzMEBkZqbTey8sL/fv3x5UrV+Dn54fmzZujcePGb3WOOnXq4M6dO+8UZ0nUrFkTt27dglwuVxo1de/ePcX2t+Hl5YXFixfj4MGD+Pvvv2FpaQl3d/di9/Pz84OVlRVWrlyZb9uePXuwd+9erFmzplRFttevXyMwMBCzZ8/GzJkzFevzRgqWhJeXF3x9fREZGYnt27ejT58+SrcPArm3/fXo0QM9evTAkiVL8PPPP+Pbb7/FyZMni/x3X9T1REREVBHwVj4iIiIN5O7uDmNjY/z8888FPskuNjYWQG6hyc3NTemrOBMnToS+vj7mzZtXqnOlpaUhIyNDaVudOnVgZGSkuPXOzc0NEokEv/76q9KIlfXr1yMxMbHYJ+KJxWIMHjwYBw8exNatW5GTk5PvSXtDhw7FixcvsHbt2nz7p6enIzU1FQDQu3dvAMCvv/6q1GbZsmVFxpDn0qVLimP91+XLl/Hq1at8twT27t0bFhYWmD9/Pk6dOlWiEUKFGTRoEG7evKm4fey/3nZkVUHef/99REVFKc3rlZOTg+XLl8PQ0DDf/Fgl1bRpUzRt2hTr1q3D7t274enpqTTyriDp6enYs2cPPvjgAwwePDjfl4+PD5KTkxUj/Uoqb7TSmz+3kv47AIBhw4ZBJBJh8uTJePz4cb7XNj4+Pt8+Li4uAKC4Nt5UkuuJiIioIuCIKSIiIg1kbGyM1atXY8SIEWjRogU8PT1haWmJiIgIHDp0CB06dMCKFSve6tjVqlVTPJ4+NDQUTk5OJTrX/fv30aNHDwwdOhSNGjWCtrY29u7di+joaHh6egLInch7+vTpmD17Nnr16oV+/fohLCwMq1atQuvWrUtUrPHw8MDy5csxa9YsNGnSRDHfUZ4RI0Zg586dGDduHE6ePIkOHTpAJpPh3r172LlzJ44cOYJWrVrBxcUFw4YNw6pVq5CYmIj27dsjMDAQDx8+LNHPaevWrfDz88OHH36Ili1bQiKRIDQ0FBs2bIBUKsU333yj1F5HRweenp5YsWIFtLS0lCYUL62vvvoKf/75J4YMGYJPPvkELVu2RHx8PA4cOIA1a9Yo3dr4LsaOHYvffvsNo0aNwrVr1+Do6Ig///wT586dw7Jly4qdE6ooXl5e+PLLLwGgRK973gTj/fr1K3B727ZtYWlpCT8/v3zFyqIYGxsr5m/Kzs5G9erVcfToUYSHh5f4GJaWlujVqxd27doFU1PTfAXWH374AadPn0afPn1Qs2ZNxMTEYNWqVahRowY6duxY4DFLcj0RERFVBCxMERERaaiPPvoIdnZ2mDdvHhYuXIjMzExUr14dnTp1yjevVGn5+vpizZo1mD9/PjZt2lSic9nb22PYsGEIDAzE1q1boa2tjYYNG2Lnzp1KT1v7/vvvYWlpiRUrVmDKlCkwNzfH2LFj8fPPP0NHR6fY2Nq3bw97e3s8e/aswAKEWCzGvn37sHTpUmzZsgV79+6Fvr4+ateujcmTJysmQQeADRs2KIoZ+/btQ/fu3XHo0KESzUP12WefQV9fH4GBgdi/fz+SkpJgaWmJnj17Yvr06QXOAeTl5YUVK1agR48esLW1LfYchTE0NMSZM2cwa9Ys7N27F5s3b4aVlRV69OiBGjVqvPVx36Snp4egoCB8/fXX2Lx5M5KSktCgQQNs3LgRo0aNeqdjDx8+HNOmTUOdOnXQpk2bYtv7+flBKpXivffeK3C7WCxGnz594Ofnh1evXpUqlu3bt2PixIlYuXIlBEFAz5498ffff8POzq7Ex/Dy8sJff/2FoUOHQldXV2lbv3798OTJE2zYsAFxcXGwsLBAly5dMHv2bKWncv5XSa8nIiIidRMJZTlem4iIiIhU5ubNm3BxccGWLVuUntqmieLi4mBra4uZM2dixowZ6g7nne3fvx8DBgzA6dOn0alTJ3WHQ0REVG44xxQRERFRJbF27VoYGhpi4MCB6g5F7TZt2gSZTFZlCnRr165F7dq1C701j4iIqKrirXxEREREFdzBgwdx9+5d/P777/Dx8YGBgYG6Q1KbEydO4O7du/jpp58wYMAAODo6qjukd+Lv749bt27h0KFD+OWXX4p8EiQREVFVxFv5iIiIiCo4R0dHREdHw93dHVu3bn2nScMru65du+L8+fPo0KEDtm3bhurVq6s7pHciEolgaGgIDw8PrFmzptinCxIREVU1LEwREREREREREZFacI4pIiIiIiIiIiJSCxamiIiIiIiIiIhILViYIiIiIiIiIiIiteDsigWQy+V4+fIljIyM+GQUIiIiIiIiIqJSEAQBycnJsLOzg1hc9JgoFqYK8PLlS9jb26s7DCIiIiIiIiKiSuvZs2eoUaNGkW1YmCpA3iOYnz17BmNjYzVHQ6QBMjIgjBiBzOxsSLZvh1hfX90RERGvS6KKhdckUcXCa5KoSElJSbC3t1fUV4rCwlQB8m7fMzY2ZmGKqDzo6kKoXRvp6emQmphArKen7oiIiNclUcXCa5KoYuE1SVQiJZkeSSQIglAOsVQqSUlJMDExQWJiIgtTROVELpcjJiYGVlZWxd6DTETlg9clUcXCa5KoYuE1SVS40tRVePUQEREREREREZFasDBFRERERERERERqwcIUEalfZiZEEybA+OuvgcxMdUdDRACvS6KKhtckUcXCa5KozHDycyJSP0EAnj2DOCsr93siUj9el0QVC69JooqF1yRRmeGIKSIiIiIiIiIiUguOmCIiIqJ3IpfJEXEmAsmRyTCyNYJDJweItfjZFxERUXng+zBVdixMERER0VsL3ROKgMkBSHqepFhnXMMYvX7pBaeBTmqMjIiIqOrj+zBVBSyjEhER0VsJ3ROKnYN3KnWGASDpRRJ2Dt6J0D2haoqMiIio6uP7MFUVLEwRERFRqcllcgRMDgAKmu/1n3UBXwRALpOXa1xERESagO/DVJWwMEVE6icSAVZWkFtY5H5PROpXzHUZcSYi3ye0SgQg6VkSIs5EqDBIIg3C90qiikXN1yTfh6kq4RxTRKR+uroQ1q1DUkwMpLq66o6GiIBir8vkyOQSHebllZdw7OpYxsERaSC+VxJVLGq+Jkv6PlzSdkTqxBFTREREVGpGtkYlanfsf8ew/YPtCD8ZDkEo6H4DIiIiKq2Svg+XtB2ROlWIwtTKlSvh6OgIqVQKV1dXXL58uUT7+fv7QyQSYcCAAUrrR40aBZFIpPTVq1cvFURORESkmRw6OcDIrmSd3QeHHmBL9y1Y22otbm+/DVm2TMXRERERVW0OnRwgMZYU3kAEGNsbw6GTQ/kFRfSW1F6Y2rFjB3x9fTFr1ixcv34dzZo1g7u7O2JiYorc78mTJ/jyyy/RqVOnArf36tULkZGRiq8//vhDFeETUVnIyoJo6lQYzZoFZGWpOxoiAoq9LsVaYlg1tSp4X1HuV7NRzWDiYKJYHXk9EnuG78GvdX7FhSUXkJmUqaLgiaogvlcSVSxqviYjr0ciK6WQ8/4z5VWvZb0g1lL7n/xExVL7v9IlS5ZgzJgx8Pb2RqNGjbBmzRro6+tjw4YNhe4jk8kwfPhwzJ49G7Vr1y6wja6uLmxsbBRfZmZmqkqBiN6VXA48eACt8PDc74lI/Yq5Lp9deIZHRx7lLrwx56txDWMM/XMoBmwcgEmPJmHQH4Ng29JWsT3pWRKOTj2KpfZLcfSro0h8lqjKTIiqBr5XElUsarwms9OzsW/kPuCf0745csq4eu77sNNAp3KNi+htqXXy86ysLFy7dg3Tp09XrBOLxXBzc8OFCxcK3e+HH36AlZUVRo8ejTNnzhTYJigoCFZWVjAzM0P37t3x448/olq1amWeAxERkaaRZcnw19i/FI+jfm/Be7BrZYfkyGQY2RrBoZOD4hNasbYYzp7OaOzRGE9PP8WFRRdw/6/7AIDMpExcWHQBl5ZdQmOPxmg3tR1sm9sqnUsukyPiTESBxyYiItJEJ747gbjQOACAbUtbeJ/1xrae2xRP4BsROAIW9S3UGSJRqai1MBUXFweZTAZra2ul9dbW1rh3716B+5w9exbr169HcHBwocft1asXBg4ciFq1auHRo0f45ptv0Lt3b1y4cAFaWlr52mdmZiIz89/bCZKSch+7KZfLIecnUkSql3edCULuNcfrjkj9irguzy08h5g7ubfc27a0RZtJbSDWFr+xe/7r2KGTAxw6OSA2NBaXll3Cra23IMuUQZ4jx22/27jtdxuO3R3Rzrcd6vSqg3t77+HIlCNIfv7vE4WMahjBfak7PwUmzcP3SqKKRU3X5NNTT3Fx6UUAgJauFvpv6g8tiRbsO9orClOvwl7BvK55ucRDVJjS1FLUWpgqreTkZIwYMQJr166FhUXhFWBPT0/F902aNEHTpk1Rp04dBAUFoUePHvnaz507F7Nnz863PjY2FhkZGWUTPBEVLiMDppmZyM7JQXxMDMT6+uqOiIgKuS4THiXg9JzTAACRlgjt57ZHXHxc6Y5dDWgzpw2cJzkjZFMI7m68i4zXue+3T048wZMTT2Bga4DUyNR8uya/SMafQ//Ee2vfQ+0+Bd/OT1Ql8b2SCEDuSNqoS1FIi06DvrU+bFxt1DOSVg3XZFZKFvaO2qsYsdz669YQLATExMRAYvPv7XxPrz2FSWuTQo5CVD6Sk5OLb/QPtRamLCwsoKWlhejoaKX10dHRsLGxydf+0aNHePLkCfr27atYl1eF09bWRlhYGOrUqZNvv9q1a8PCwgIPHz4ssDA1ffp0+Pr6KpaTkpJgb28PS0tLGBsbv3V+RFRCGRmAri4AwMrKSq2d7bzbhlIiU2Boa8jbhkhzFXBdCoKAgGEBkGXmPlWv7Rdt0ahHo7c/hxXguNARPWf3xM3NN3Fp2SXEP4wHgAKLUgByO+Mi4NLsS2jj1YbXJ2mOCvReSaQuoXtCK85IWjVck4dmHkJyRG7uDp0c0OPbHor3wew22TiJk7mhvciAlVUhDyghKidSqbTEbdVamJJIJGjZsiUCAwMxYMAAALmFpsDAQPj4+ORr37BhQ9y+fVtp3XfffYfk5GT88ssvsLe3L/A8z58/x6tXr2Bra1vgdl1dXej+80vlv8RiMcRidniJVE4szv3gRyRS63UXuicUAZMDkPQ8SbHOuIYxev3Si7cNkeYp4Lq8sfEGngY9BQCYOpqi6+yuZXK96hrqos2ENmg1rhXuH7yPEzNOIPZObOE7CLkTqD8/9xyOXR3f+fxElUIFea8kUpfQPaH4c+ifitFCefJG0pb7ZN/lfE0++PsBrq+9DgDQMdDBgE0DoK3z75/zlk6Wiu9fhb3i7whSu9L8G1T7v1ZfX1+sXbsWmzdvRmhoKMaPH4/U1FR4e3sDALy8vBSTo0ulUjg7Oyt9mZqawsjICM7OzpBIJEhJScFXX32Fixcv4smTJwgMDET//v1Rt25duLu7qzNVIiqKsTEEQ0O1nT50Tyh2Dt6pVJQCgKQXSdg5eCdC94SqKTIiNfrPdZkak4qjU48qNvVZ0wcSA0lhe74VsZYYDQc0RKdvOpWofXJkyYeIE1UJan6vJFIXuUyOgMkB+YpSABTrAr4IgFxWznOvldM1mR6fjgOjDyiWey7uCbPayk+dl5pIYWiTG0vcvVLeYk+kZmqfY8rDwwOxsbGYOXMmoqKi4OLigoCAAMWE6BEREaWqtGlpaeHWrVvYvHkzEhISYGdnh549e2LOnDkFjooiogpAKoWwbRsSY2JgVYohn2Wl2M6OKLez06B/A942RJrjjesy4NO9inmgmgxvgrrudVV2aiNbozJtR1QlqPm9kkidIs5E5PvwUMk/I2kjzkSU30jacrwm/574N1IiUwAAddzroOXYlgW2s2hogZSoFKTFpiE9Ph165noqjYuorKi9MAUAPj4+Bd66BwBBQUFF7rtp0yalZT09PRw5cqSMIiMiTVAhOztEFcjDvx/izh93AAB65npwX6LaEcgOnRxgXMMYSS+SCi4Yi3Jvs3Xo5KDSOIiIqGIo6QjZqjiS9u6fd3F7e+50NlJTKfqt7weRSFRg22oNq+FJ0BMAQFxYHOzbFTzVDVFFw4/+iUhjCYKA5xef44MbS4UAALuWSURBVOTMkyVqXxU7O0TFyU7LxuEJhxXLPRf3hIGVgUrPKdYSo9cvvXIX3ux7/7Pca1kvjmAkItIQJR0he+mXS4i+FV18w0oiJSoFf437S7Hce0VvGFcv/OFcFg3/fXI9b+ejyoQ9OiJSv6wsiL75BoY//QRkZan8dJlJmbiy+gp+a/4b1rdbj4gzESXaj7cNkUb557pMG/wFkp++AgDU6l4LzUY2K5fTOw10wtA/h+brgBtYGpT/BLdEFUE5v1cSVSR5I2nzfVjxhheXXmCNyxrs9dqLhCcJqg1KxdekIAg4OPYg0l+lAwCcBjmhyUdNitzHosG/halXYa/KPCYiVakQt/IRkYaTy4E7d6CdlZX7vYpE3ojE1TVXcdvvNrJTs5U3ilDwLUP/bONtQ6Rx5HJknLsG0Y0IiOAEbak2Pvjtg0JvH1AFp4FOaNC/AQKmBODK8isAgO4/d2dRijRTOb1XElVEeSNpdw7emX/jP304vWp6uUUcAbi19RZCdoSg9YTW6PRNJ+hb6Jd9UCq+Jm9uvon7B+8DAAysDNBndZ9i34M5YooqK46YIqIqLTstGzc23MA613X4vcXvuP77daWiVI22NdB/U38M9BuY27HhbUNEAAB5jhwxt6IV9drOMzvDvK55ucch1hKjfp/6iuX4h/HlHgMREamf00AnfPDbB/nWG9cwxtDdQ+H73BfvLXpPMeG3LEuGi0sv4tc6v+L0T6eRlVp5RhomRiTmPpjnHx/8/gEMLIu/jd7EwQTa0tyxJyxMUWXCEVNEVOnIZXJEnIlAcmQyjGyN4NDJIV/RKCYkBtd+u4abW24iMzFTaZvEUIImHzdBq89awcbFRrFeW1cbAZMDlCZCN7I1Qu/lvTlCgzTOpRWXYJ6Ue+1YNrJE+y/bqy2WavWrKb6Pv8/CFBGRpjKtaar4vl6femj/ZXulfmD7qe3RYnQLnFtwDheXXUROeg4ykzJx8ruTuLLiCrp83wXNP2kOLR0tNWVQPEEuYL/3fmT+8x7cbGQzNOzfsET7isQiVKtfDdG3ovH60WvIsmUVOleiPCxMEVGlEronNF/xyLiGMXr90gv13q+Hu7vv4tpv1wqcN8rGxQYtx7VEk4+aQNdIN9/2vNuG/hz2J0J3hQIAPlj7Aeq/Xz9fW6Kq7HX4a5z+4TQG/LP8/sr31dqxNXEwgZZEC7IsGV7d55wZRESaKuZOjOL7RoMbFfi0ZKmpFD1+7oHWE1rj1OxTuLH+BgS5gJSoFBwadwgXFl9Aj597wGmQU7nenl5SV1ZdQfiJcACAsb3xvw8DKSGLhhaIvhUNeY4crx+/Vpp3iqiiYmGKiCqN0D2huXMLvDEXVNKLJOwctBMSQwmyUpSHaWvracPZ0xmtxrWCXWu7YjsgYi0xGnzQQFGYir0Ty8IUlZuSjAZUNUEQcGj8IWSn597yamxvBOs21cs1hjeJtcQwr2uO2LuxePXgFeQyOW+tJSLSQP8tTFk5WxXZ1ri6Mfr+3hftfNvhxLcnELont28X/yAeu4bsQvU21dFjXg/U6lZLsY+634df3X+FY/87pljuv6E/pCbSUh2jWsN/RxnH3YtjYYoqBRamiKhSkMvkuffaFzRB+T/r/luUsnCyQKtxrdB0RFPomemV6lzWzawV31elRw5TxVbUaMDyvJX0zh938OjII2gB0JFqw7SuabmduyjV6ldD7N1YyDJlSHqWBFNHU3WHRERE5Sw2JFbxvYVTyQouFg0tMHT3UDy/+BzHpx3H09NPAQAvLr/Alu5bULdXXfSY1wOvH71W6/uwPEeOfSP3ISc9BwDQekJr1HarXerj8Ml8VBmxMEVEFYNu/lvr/iviTIRSR6Ewjt0d0XVWVzh0cnjr4dkWDS0g1hZDniNH9E0Wpkj1ihwNOHgnhv45tFw6xWmv0hDwxb+TrVo0rwGRvo7Kz1sS5vX/nXj91f1XLExRuVH3CAolxbxX/leFipuoDAhyATEhuSOmzGqbQWIgKdX+NdrWwMigkXj490Mcn3ZcMfrqYcBDPAx4WOA+xb4Pl+KaLM65hefw/OJzAIB5XXO4zXd7q+PwyXxUGbEwRUTqJ5VC2LULCTExsJIWPFw5OTK5RIdq8WkL1Oxc853C0dbVhoWTBWJuxyDuXhxyMnOgrctfl6QaxY4GFAEBXwSgQf8GKv+j8thXx5AWmwYAqD+oKQx3/oCYIq7L8qT0CfD9V6jTs44aoyFNUVFGMgIo0XtlngoVN1EZSYxIVDxZ2bKx5VsdQyQSod779VDHvQ5u+93GyRknkRiRWPgORb0Pl+KaLE70rWgEzQrKjVEswoDNA0pdeMvz3weGsDBFlQU/NiGiSsHI1qhM2xXHplnu0/rkOXLEhfJNnVSn2NGAApD0LKnACf3LUviJcARvDAYA6Jroovfy3io9X2n9t6PNCdCpPOSNZHzz+swbQZE3X01FU1njJipOaeaXKo5YS4xmXs3gE+aDVuNbFd1Yxe/DsiwZ9nrthTxbDgBo/1V72Le3f+vjSQwlMLY3BpBbmBKEgj75IqpYWJgiokrBolHu7XWFEuU+ucShk0OZnM+q6b8dnqibUWVyTKKClHQ0YEnbvY3s9Gz89dlfimW3+W5lVuQtKyxMUXkqybyGAV8EQC6Tl2tcxamscROVRN5tfMDbj5h6k7ZUu8R9x9fhr8vknG8Kmh2kmDrCqokVus7u+s7HzBtlnPE6A2lxae98PCJVY2GKiNQvKwv44QcYLF6c+/2bm1Oy4N/PH/KcQjrS/0wl1WtZrzK71SlvxBQAzjNFKlXSAlDwxmC8fqyaTvHpH08j/mE8AMC+gz1ajmlZ7HVZ3vQt9aFrkjuXBwtTpGoVZSSjkmKuSUEu4PLyyxUvbqIyEnvn34nP33XE1H+V9H3474l/4+9Jf/9bICuD98nnF5/j3LxzAACxthgfbvmwTKaPePPJfEQVHQtTRKR+cjlEV69C5+ZNQK5cfMrJzMGOD3fgxaUXAACpqRSGNoZKbYxrGJf55NB8Mh+VF4dODjCuYawosBbm8bHHWNFgBf4a91eJHgRQUtG3o3F+wXkAgFhHjL6/94VILCryulQHkUikGDWV8CQBORk5ao6IqrKSjlAMnB6IsINhkGXJVBwRCr0mY+7E4PjXx7Gs5jIcmXKkRIc64nsEt/xuITM5U1XREpW5vIKQSCxSmnfwXZX0fTg7NRuXl1/GaufV2Nh5I+5svwVcvvLW75PZadnYN3IfBHnucMYus7rAxsWmmL1KhhOgU2XD2XyJqMKS58ix56M9eHz8MYDcotSo06Ng2chS5U8aMrQ2hIG1AVKjUxF9MxqCILz1U/6IiiLWEqPXL71yn8r3JhEAIXe+iKyULMhz5Lj22zUEbwpG689bo+PXHWFgZfDW55bL5Dg45qBiNGKnbzrBslHZ3B6hCtXqV8PLKy8BAYh/FA+rxmX3iTnRf5V0BMXzi8/h388fetX00NijMZqNaIbqrtVV/n6R9CIJd/cH49a2W281qjfqRhT2frwX2lJt1OtTD86ezqjXpx509CrGUziJ3iSX/Tvnp3k9c2hLy+7PWKX34X/edxX+WXbs5ojnF58jJz33Q5GIMxF4ceYRpDrhMLQzgPajeFg00S/VeY9PP64YAVy9TXV0/Lpj2SSENx4YEsZRxlTxsTBFRBWSIAj4a9xfikladfR18NGhj2DdJHckk2NXR5XHYN3UGo+PPUZaXBpSIlNgZFex5tyhqsNpoBOG/jkUe4bvURoJZFzDGL2W9UKtHrVwcelFXFhyAVnJWZBlynBx6UVc+/0aXCe7ov2X7aFnplfq815dfVUxGrFag2roOL3sOsWq8OY8UyxMkarkjaBIepFU8HxNyB21kTfSIf1VOq6uuoqrq67CrI4Zmn7cFE2GN0G1etUK3vktZCZnIuN5EhKfJWJL/RWQQbmIJNISoY57Hby4+ALpr9MLj1tLBEGWuzEnIwehu0MRujsUEkMJGvRvgMYejVGnZx0+jZYqlNePXyveH1Xxuz/vfbjAp1kuy32aZfrrdNzaegtX11xVFMlk2TIkPk3CrqZr4NizIVqOa4n6H9SHlo5WkecLPxGOy79eBpA7z9WAzQOKnku1lDhiiiobvuMQaTC5TK7ykUdvQxAEHPvfMdxYfwNA7u1FQ/cMfacnlLwN62a5hSkgdwJ0FqZIlZwGOkHfSh9JEUnQkmph+OHhqNm5puKa7Pp9V7TxaYNzC87h8orLyEnPQXZqNs7+fBZXV11Fuy/boe3ktpAYluzx0onPEhE4PVCx3Pf3vhX+D1FOgE7lpdiRjAAG/TEIOgY6uL3tNu7tu6f4o/n1o9c4NfsUTs0+hequ1dH046Zo7NEYBpb5RzcW9z4sy5bh0dFHuL3tNh7su40PM/KPjlKcY2hjGFgZKJ7KV+DIDwCD/QfD0MYQd/zv4O6uu0iNSQWQO5/jbb/buO13G1JTKRoObAhnD2fU6l4r3x/MFbX/QFXXf5/IZ+msmpG9TgOd0KB/g0L/beuZ6cF1kivaTGyDiDMRuL7yPES7diHvoXePjj7Co6OPYGRnhOafNkeLT1vAxN5Ecfy86+b149dK77895vZQKiSVhf+zd9/hUdXZ/8DfdyaTTPqk9waBEGqUZgFFqWJBUbEXdm24rLh8d1dde1vU36qwa0dZsYPKYg9KFRCpQgADhJKE9DqZSZl67++Py9zMkDaTzMwtc17Pw+PN5GY8kHwyd849n3Mi0yKhCdfA2malxBSRBWlfgRJCfKZ4TXH3d4WWzfJqr6b+2P7iduz41w7+AwaY+/Fc5M7M9XscLg3Qi2ox5LIhfo+BBA5LqwWGcn49Jo9JRs4lOV3OCYsPw/SXpuO8v5yHrc9vxd539oK1sjDpTdj02CbsXLYTkx6ZhPELxve6zYHjOPyw8AdYWvlmrefefS6yLsryzV/Mi+LyKDFF/Cd/bj6mvzQdP/3tJ5fHnSsoAGDo5UNhNphRvKYYRR8V4dTGU0JCqHJnJSp3VmLdX9Zh8MzBGH3raORdlQdNmKbH1+GZS2ciKj0KRR8V4fBnh4WJWmp0VlPGZMdg+O3nYvQto10Sto64+6r8AIDMSZmYtXQWSjeX4tBnh1C8phimZhMAwKQ3Yf+K/di/Yj/CEsIw/LrhGHnjSGROysSRtUcke/1AlMs5MeXNxudnU6lVfVblMwyDrIuykDUhCbbmD9BU2oQYawwaSlsBAMYqI35+5mdsfW4rhl4xFGPvGwtLmwU//uXHLj0iE0YkYOIDE73+92AYvg9X9b5q6E/pYTPbJH/ziQQ2+ukkJAAJd1PPKvM3VBqw+rrVXm8k7onf3vvN5S7SFW9fgRHXjxAllqTRTg3QaTIf8bH6392fNhSZEonZr83GBX+9AFue2YIDKw+AYzm017fjx8U/YsfLO3DR4xfhnD+cI2wncK5waDzWiKNfHwUARCRHYPpL0333F/Mi521RTceaRIyEBArnpE/+tfmYsHBCt9VBIVEhKLizAAV3FsBQacChTw+59H9ibSxKvitByXclCI4MRuq4VJRuKu3y/zNUGPD5dZ93G0tobCh0kdHQJobivk33QR3ec3+5vio/HFRBKgyaNgiDpg3C5W9cjhM/ncDhzw7jyNojQuK6vb4de97cgz1v7oE2VgtTk6lr3BK4fiDKVn/Y6TVSQtu41cFqRGVH474196H0lxrseWsPjn59FJydA8dyOPr1UeH1tjv1v9fjyNojPlk38cP4xBTHcmg6Tn0ZibRRYoqQAMPaWRQuKuy+9wQHgAEKHyxE3pw8v5flt9e04YcHfgDO9M2Y+sJUfmy9SOKHxUOlUYG1spSYIj7nsk1hhHvbFHTZOsxZMQcXPnQhtjy1BYc+OwQAMFYa8d193+GXl37BxU9djKDQoG7v1ALArH/Pglan9c5fwseCI4IRmRoJY5WRKqaIX7ScbhGOh8we4lZ/w6i0KFzw1wtwwV8vQO3BWmF7nGP9WYyWbpNS3QnSBiHvqjyMunUUci9Oh+rmHTBbLG41V3en8sOZOliNoZcPxdDLh8LaYcXxH47j0GeHcOybY8I2xe6SUgBEv34gyud4jVRpVIgdEityNF0xKgaDZwzG4BmDYag04Lf3fsPed/bCWNn3hE9frZu4YZ2J9YYjDZSYIpJGiSlCAkz51vLeR81zgOG0AeVby/3SYBwAoNXi+J9exWdzPgMLfjrYBX+/AJMeErcRszpYjYThCag9UIuGow2wmWxenQJDiDPHGGzA87vB8XnxuPbTazHpkUnY9Pgm4e5s88lmrL19ba9fy6h6eIOr1YL7+mvo6+qQqJVO4ipuaByMVUa01bXBpDfJJqlG5Mlw2mm7WkaUx1+fNCoJSS8kYeo/p6Ls5zIUfVSEQ58egrXd2ufXXvD3CzD5H5Ohje78GWf9tCY1oRrkz81H/tx8mI1mHPvmGHa/vhunfznd8xeJcf1AAoLdYhcmy8XnxffZWNxvenidjEqLwsVPXIzJ/5iMbS9uw6bHNvX8HD5cN859q2gyH5E6up1BSIAxVvd95wbgy/L95fQvp/H5dZ+DtfJJqXPuOgfTXpjmt/9/bxzb+Tg757LVihBvc96m4G7F1NmSRifhxq9uxB9//SMGTRvU9xcwwLq/rANrZ/v1/xND7NDOO+VUNUV8zTkx5dzE2FOMikH2lGxc9e5VuPyNy936muSCZJeklFhCIkMw6uZRGL9wvFvnu3udQYi7Gksawdr41ylf9pfyNlWQCjGDYtw61xfrJj6PJvMR+aDEFCEBJjLFvclyW57e0vudUS+pLarFJ5d/Itw9zr82H1e8dYVb2xT8IWlMZ5+pmgM1IkZClM6RmAqJDhnwBMj0iem47afbMPPVmb2f6HSnVi5oMh/xJ+etfP2pmOpOdJZ7CS53X6/9xd14pBY3kT9v3LgRi5jrJnZIrDCNkxJTROooMUVIgMmcnImo9CjhhaonTSVNWHHhCvzvtv/57O5n04kmfDjjQ1j0rbgQWzE7uwhXvzdbUr0pzp7MR4gvmFpMwhbbxBGJXkvMhif13BzZWbdr3GIBXnwR4f/5D38sEZSYIv7kqJjSxmgRHB7slefs83WY4ZNgmZMzXR8XeU32O25CBshfE/k85saaFHPdaEI10GXrAPCJKY7rrsEsIdIgnXd/hBC/UKlVmLVsVvefPPOi6Xw3t+ijIrw29DVs/3/bYbfYvRaHscqID6d/iLbaNjDgMFRXj5E5LQjSSOvXknPFFDVAJ77ivE3Um3eDB3SnlmXBbN8Oze7dACudrX6UmCL+wrGcsK19INv4zubyOnz2m9UzH89aOqvrTRqR12SvcZ/RbdyEDJBkK6bcWJP9Xu9e4tjOZzFa0FrT6pP/ByHeQK8chASg/Ln5mP7/uo6Hj0qPwrwv5+GB4w9g9uuzoY3he1tYWi1Y//f1eHPUmzheeHzA//+Opg58OOND6E/pAQCJwxOROiENTJD0fiWFJ4QjIjkCAJ+YortNxBd8ddGtxAqHmEExYNT8X4gSU8SX2urahN6H3trG55A/Nx/zvpiHqDTX541Kj8K8L+b5ZHS8N/QUNwBc9p/LJBs3kTdHxVSQNsjtnk1SIuZ6P3syHyFSReOlCAlQ4YmdW3xG3jQSY+8Zi8zJmcIdm/H3j8eIG0Zg42MbsfftvQDHvwn8+LKPMfTKoZj56kzEDvZ8XK+l1YKPZ38svBHX5ehw0zc3Qf3Aj7BJZ7eQi6QxSWitaUVHUweMlUb+jT4hXjSQiXy9cdypXX3daj455ZxX9cOdWl9Qa9SIGRSDppImNB5rBMdxkulJR5TFF/2lnOXPzUfenDyUby2HsdqIyJRIl9dhqXKOe8/be3D4s8MAgKbjTSJHRpTIZrIJP1vx+fGSXx89EWu9O0/mazjSgJxLcnz6/yOkv+S5sgkhA1Z3sPON8OhbRyN7SnaXF8ewuDBc8eYVuGfvPci4MEN4/Ng3x/DG8Dew4dENsLS5n02ymW1YNXcVKndWAgAikiNw20+3DbjRs6+5bOejPlPEB3y5TUGulRm9cWzns7ZZ0VpNWxOIb3hrIl9vVGoVsqdkY9RNo7p9HZYqR9yzX5uNIC1/n3v/f/fD0irRO0xEthqONIBj+bsqkuov1Q9irHfnyXyNR6nKmEiXPF79CCFe55yYShzV+wt9yjkpmL91Pq756BpEpPDb2uwWO7b9cxteH/Y6Dn12qM8tbqydxZpb1uDkTycBAFqdFrf+eGu/qq78LWk0TeYjvuVITIXGhgpbR70pf24+FpUuwh2b7sDcT+bijk13YNGpRbJMSgHUZ4r4h68rppQgLC4MI28eCQAwt5hR9FGRyBERpXGuKJZUfymZOLtiihCposQUIQHKsV8/JDrEra1pDMNg9C2jsfDoQlz40IVQnWlSbqgw4MubvsTKKStdqolYO4vSzaU4+OlBnNp0Ct/c/Q2KvywGAGjCNLj5u5uRNCqp2/+X1LhM5qMG6MTLOpo7YKzip+IljEjw2bY0uVZmdMc5MdVwlC60iW/4o2JKCSb+eaJwvOu1XdSLkXiVZCfyyUR4UjhCokMAUGKKSBv1mCIkAHU0dwij6ZNGJXn0RjgkMgTTXpiGc/54DtY9uA4l35cAAMp+LsPb57yNcQvGIW18GjY+tlH4fzhTaVSYt2YeMi7I6PI5qYrLi4M6WA27xU5b+YjXSXbakIRRxRTxB+fEFFVM9Sy5IBmZkzJRvq0c9YfrUbqpFDmXUh8b4h31hzpfIykx5TmGYRA/LB6VOyvRUt4Ca7sVmjCN2GER0gUlpggJQM53nxJG9u+NcNyQONz83c049u0xFD5YiOYTzeBYDrtf343d2N3j103880Tkzsx1fTAkBNzq1dDX1SExJKRf8fiSWqNGwvAE1OyvQePRRlg7rNCE0os68Q5fNT4fMAmvS+fEVNMxarhMfMNlK183U+j8TsJrcsKfJ6B8WzkAYNd/dlFiiniN4zUyOCIY0ZkSq1yU8Jp0Fp/HJ6bAAY0ljS47AQiRCvnW8RNC+s25v9RAt9MNvWIo7j98Py7956UICu07133488Ng7azrgwwDaLX8H4lO13I0QOdYzqXChZCBkmzFlITXZWRqpHDHlyqmiK84KqbCEsKEBt+ikvCaHHbNMGGQydGvj0Jfphc3IKIIllYL9Kf0AHy71b3fJLwmncUNc9r+Ttv5iERRYoqQAOSyX7+PxufuCAoJwuRHJuPqlVf3ea7htAHlW8sH/P/0N5rMR3zFOTElqYopCWNUjFA11XyyGXarXeSIiNKwNlbo/Ub9pfqm1qgx9r6xAPgbOHve3CNyREQJ6osleuNGZpwboNNkPiJVlJgiJAC5TOTz4n591sb2fRIAY7XR9QGrFVi2DGHvvMMfSxBN5iO+4timEBYfhvDEcJGjcSLxdelITLE2FvpSvbjBEMUxVhuFEfWS6S8l8TU59p6xUAerAQD7lu+DtUN6MRJ5kXzjc4mvSYf4PJrMR6RPEomp119/HdnZ2dBqtZg4cSJ27drl1td99tlnYBgGV199tcvjHMfhiSeeQEpKCkJDQzFt2jSUlJT4IHJC5IfjONQe5Ct+ItMiERoT6rXnjkyJ7N95djuYDRsQvG0bYJdm5QNN5iO+0N7YjrbaNgASvBss8XUZOzRWOKbtfMTbJNn4XOJrMiIpAiPmjQAAdDR14NCnh0SOiMid5CuKJb4mHWIGx4BR81sNKTFFpEr0xNSqVauwePFiPPnkk9i3bx/GjBmDmTNnoq6urtevKy0txV//+ldMnjy5y+deeukl/Pvf/8Zbb72FnTt3Ijw8HDNnzoTJZPLVX4MQ2TBUGGBuMQMYeH+ps2VOzkRUehTQ0zZ7hr/Az5yc6dX/rz+ExYcJ/TNqD9TSOGziFZLtLyUDLpP5aGsC8TLnxue0lc99E/48QTje9Z9d9FpJBkTyFVMyERQShJhBMQD410tHNSghUiJ6YuqVV17B3Xffjfnz52P48OF46623EBYWhhUrVvT4NXa7HbfccguefvppDBo0yOVzHMdh6dKleOyxxzBnzhyMHj0aH3zwAaqqqrB27Vof/20IkT6XbXxe6C/lTKVWYdayWfwHZyenznw8a+ksqNSi/+rpF0efKZPeBEOFoY+zCembZCfyyYBLYooqpoiXSbJiSgbSJqQhdXwqAKBmfw1Obz8tckREzhw3b7Q6LSJSIkSORt4c2/ms7VYYKukalkiPqO8OLRYL9u7di2nTpgmPqVQqTJs2DTt27Ojx65555hkkJibij3/8Y5fPnTp1CjU1NS7PGR0djYkTJ/b6nIQECm83Pj9b/tx8zPtiXpfR2lHpUZj3xTzkz833+v/TX5z7TNF2PuINLtsU6G6wR+KGUGKK+A5VTPWfS9XUa+615yDkbM43ARNHJkpvIp/M0GQ+InWizr5taGiA3W5HUpLrdqKkpCQcOXKk26/Ztm0b3nvvPezfv7/bz9fU1AjPcfZzOj53NrPZDLPZLHxsMPC/BFmWBcu618yZELlwniiXMCLBJz/jeVfnYciVQ1C+tRyt1a2ISIlA5uRMqNSq7v9/jsc4jv+8RNedcyKven81cmfnihgNUQLnRHFcfpy0XnMkvi5DdCEIiw9De0M7Go81SuvfjsheS3lnYioiLUIaP18SX5MO+dfl46e//oS2ujYUf1mMlooWYSs8Ie6qPdR5vRo/PF4aa/BsMlmTgGuVcX1xPXKm5ogYDQkUnqxbURNTnjIajbjtttuwfPlyxMfH9/0FblqyZAmefvrpLo/X19dTXyqiOFX7qwAAjJoBG8v22c9tIMKGhyFseBgAoKGxl7szJhN0ZjOsNhua6uqgCgvzWUwDoUnXCMflu8t9+m9HAoNjEEFoQiha7a1orWsVOSInMliXkTmRaG9oh7HSiMpTldCEa/r+IkLc0FTaxB8wQEdQByx1FnEDAmSxJh3ybs7DvqX7wNpY/PzKzxj/9/Fih0Rk5sSOE8JxaFaoNK+5ZLQm1Ulq4bhifwWy67LFC4YEDKPR2PdJZ4iamIqPj4darUZtreuWmNraWiQnJ3c5/8SJEygtLcWVV14pPObIwgUFBeHo0aPC19XW1iIlJcXlOQsKCrqN45FHHsHixYuFjw0GAzIyMpCQkICoKOorQJTDbrVDX6IHAMQOiUVqZqq4ATmYTEBICAAgMTFRsi/s8bHxUIeoYTfb0XK0BYmJtPWK9F9bXRtMTfzNj6RRSdL7eZLBukwekYza3fw1hLpFjcQcif0bEtnqqOkAwE+RTUlL6eNsP5HBmnSYvHgyfvvPb+DsHI5+fBQzn5+JoBBZ3Q8nIttXvk84HjRxkPReIwFZrcmI8zp7dLWXt0vz35MojlardftcUV8hgoODMXbsWGzYsAFXX301AD7RtGHDBixcuLDL+cOGDcPBgwddHnvsscdgNBqxbNkyZGRkQKPRIDk5GRs2bBASUQaDATt37sSCBQu6jSMkJAQhZ36pOFOpVFCp5NmkmZDuNJ5shN3Cj7NNGpUknZ/v0FCwH36Ilvp6JISGSieus6iCVUgckYjqfdVoKmmC3WSHJowqNEj/NBR3VhEmjkiU3s+9DNalo5krADQfb0bquRJJthNZs1vsaK3lqxejMqKk87MvgzXpoMvQIX9uPn7//He01bXhyJdHMPrW0WKHRWSk4ffO18ik0RK6ZnUmozUZkRiB0LhQdDR2oOFIg6RjJcrhyc+Z6D+RixcvxvLly7Fy5UoUFxdjwYIFaGtrw/z58wEAt99+Ox555BEAfMZt5MiRLn90Oh0iIyMxcuRIBAcHg2EYPPjgg3juuefw9ddf4+DBg7j99tuRmpoqJL8ICVS+nMg3IAwDREeDi4rijyXMMZmPYzmX/kCEeMq58XnCiAQRI+mBDNYlTeYjvmCoNABnpqlLqvG5DNakM2qCTgbCcY0VnhiO8IRwkaPpgczWZPww/maOsdIIs9Hcx9mE+JfoNbU33HAD6uvr8cQTT6CmpgYFBQUoLCwUmpeXl5d7nNH9+9//jra2Ntxzzz3Q6/WYNGkSCgsLPSolI0SJHP1sAJoA1l8uk/mKapE2IU3EaIic1R12ShSPoPXYHy6JqaOUmCLeYTjdOUo9KoNaOvRX5qRMJI1JQu2BWlTurETl7kqkjafXTNK3tvo2tNW1AZDojRuZisuLw+ntpwHwN3NSx1KVMZEO0SumAGDhwoUoKyuD2WzGzp07MXHiROFzmzdvxvvvv9/j177//vtYu3aty2MMw+CZZ55BTU0NTCYT1q9fj6FDh/ooekLkw7liKmlUUi9n+pnVCrz5JkJXruSPJcxRMQUANQe6n/RJiDskXzElg3UZMzgGOHOTmiqmiLe0nO6cyCepxJQM1qQzhmFcq6b+Q1VTxD3Or4+SvpEqszXpqJgCgIYjvQwlIkQEkkhMEUL8w1EWrQnTIGZQjMjROLHbwfzwA0I2bADsdrGj6VXymM7BDLUHans5k5CecRwnXHhHpEQgNCZU5Ii6IYN1qQnVIDqT32rVeKwRHMeJHBFRAueKKUlt5ZPBmjzbqJtHITSW//12eNVhoQqGkN44VxRL8saNg8zWJCWmiJRRYoqQAGFps6D5ZDMA/kWeUUl/L7wUhcaGIiqdv4NeW1RLb4RJv7TVtqGjiZ/6Rdv4Bsaxnc+kN6G9oV3kaIgSuFRMpUuoYkqGNKEanPPHcwDwTeX3vrNX5IiIHDj38JR0xZTMOA8Moe3vRGooMUVIgKg/XC80c5VU43MZcvSZMreY0VLe0sfZhHTlcjd4pITvBstAXB41QCfeRT2mvGv8/eOFm2F73twDu1X6lSVEXC5b+ejmjdfocnRQafi3/1QxRaSGElOEBAhqfO49zn2maDsf6Q+Xu8F00T0gNJmPeJsjMaUKUiEiOULkaORPl63D0Cv5Xq/GKiOOrD0ickREyjiuc+pxZFoktDoaXuUtao0asbmxAPjXS9bOihwRIZ08TkwdOdLzi8m6desGFAwhxHec3whLqvG5DLkkpoooMUU8J/nG5zJCiSnibY6tfJGpkVCp6R6uN1ATdOKu1ppWmJpNAOjGjS84tvPZzXaq+ieS4vGr7bnnnovXX3/d5TGz2YyFCxdizpw5XguMEOJdzhP5aCvfwDi28gFUMUX6xyUxNZwSUwPhkpiinhlkgKztVnQ08v3faBuf9+RcmiP8rivfWk5TbUmPnG+k0lZ374sb1vmaSdv5iJR4nJh6//338cQTT2D27Nmora3F/v37cc4552D9+vXYunWrL2IkhHiBIzEVlhCGiCTamjAQcUPiEKQNAgC6uCYe4zhO6DEVlR4FbTRtUxiI6MxoqIPVAKhiigycoUKiE/lkjmEYjF84XviYqqZIT2iru2/RZD4iVR4npubNm4cDBw7AarVixIgROP/883HxxRdj3759GD9+fN9PQAjxu7a6NmFEsyT7S4WEgHv3XRheeQUICRE7mj6pglTCv2PT8SZY2iwiR0TkxFhlhLnFDEDi2/hksi5VapXQM6PpeBP1zCAD4jKRT2oVUzJZkz0Zc9sYhETxcR/8+CDaG2mKJunKpfG5FK9ZnclwTTonpqjKmEhJvzfOWywW2O122O12pKSkQKulO76ESJVL43MpbuNjGCAxEWx8PH8sA4mjz/w7cq539wjpi2z6S8loXTq289nNdpeJaoR4StIT+WS0JrsTHBGMgvkFAACbyYbfVvwmbkBEkly28kl9q7sM16SjxxRAFVNEWjxOTH322WcYNWoUoqOjcezYMXz33Xd45513MHnyZJw8edIXMRJCBogan3tf8phk4Zj6TBFPOLbxAbRNwVtih8YKx7SdjwwEbeXzrfF/6txdseeNPVThSFxwHCfcvNFl6xAcESxyRMqj1WkRnhQOgBJTRFo8Tkz98Y9/xD//+U98/fXXSEhIwPTp03Hw4EGkpaWhoKDAByESQgZK8o3PbTZgxQqEfvopfywDzpP5qM8U8YRsKqZktC6d7wBTYooMhKS38sloTfYkbkgcci/LBQDoS/U49u0xkSMiUtJS3gJLK98eQfLb+ADZrknHdr622jaY9CaRoyGE53Fiat++fViwYIHLYzExMVi9enWXaX2EEGlwTkxJsizaZgOzdi1CfvhBNi/szpP56opoKx9xn2wm8sloXbpM5qPEFBkA5618kquYktGa7M2EP08QjqkJOnEmmxs3DjJdk3F5TpP5jlLVFJEGjxNTeXl5sNlsWL9+Pd5++20YjUYAQFVVFa655hqvB0gIGRiO7ZwApsvRISRSHs0ZpS40JlS4m15bVAuO40SOiMgBx3Go/52/8I7Oiqb16CWUmCLe4khMqUPUCEsIEzkaZcqdmSsMLDi14ZTwO5EQl4l8cqiYkimazEekyOPEVFlZGUaNGoU5c+bgT3/6E+rr+ReTF198EX/961+9HiAhZGD0pXpY26wAqL+Utzn6TJkNZuhL9eIGQ2TBUGGA2cBP5KP+Ut4TlhCGkGg+yUdThshAOLbyRaVHgZFJM2O5YVSMS6+pXa9R1RThya5iSqYoMUWkyOPE1KJFizBu3Dg0NzcjNDRUePyaa67Bhg0bvBocIWTgJD+RT8ac+0zVFlEDdNI3l2lDdNHtNQzDCFVT+jI9bCb5bKkg0mE2mmFu4RPHktvGpzAF8wugCdcAAA58cACmFupzQzpfIxkV45I8Id7l0peRbuYQifA4MbV161Y89thjCA52nZKQnZ2NyspKrwVGCPEOyTc+lzHnPlM0mY+4g+4G+46wnY8Dmk40iRsMkSXn/lKSa3yuMNpoLcbcPgYAYG2zYv/7+8UNiIiOtbOoL+ZfI2MGx0ATqhE5IuWKzoqGOkQNgCqmiHR4nJhiWRZ2u73L4xUVFYiMjPRKUIQQ73FJTNF+fa9yqZiixBRxg3NiirbyeRf1mSIDJemJfAo0YWFnE/Tdr+0Gx1KvxkCmP6WHrYOvdqXrVd9SqVXCa2bT8SawNlbkiAjpR2JqxowZWLp0qfAxwzBobW3Fk08+idmzZ3szNkKIFzjKolUalcsbNzJwsbmxCAoNAgDUHKgRORoiB45BBAAQn0/bFLyJElNkoFwqptIpMeVrCcMTkHNpDgD+zfHxdcdFjoiIiba6+5djqyRrZdF8qlnkaAgBgjz9gpdffhkzZ87E8OHDYTKZcPPNN6OkpATx8fH49NNPfREjIaSfbGabMAY2IT8Bao1a5Ih6EBIC7rXXYGhoQHyIfKaUqdQqJI5MRNXuKjSfaIal1YLgiOC+v5AEJI7tnMiny9EhOFziPysyW5fO468pMUX6w7liSpI9pmS2Jt0x4c8TcGrjKQDArv/swpDLhogcERGL840b2VRMyXhNOr9mNhxpQNwQunlNxOVxYio9PR0HDhzAZ599hqKiIrS2tuKPf/wjbrnlFpdm6IQQ8TUcaQBn50vjJd1fimGAzEywWi1/LCNJY5JQtbsKAN9oPuP8DJEjIlLVUt4iTMiUxTY+ma1L54vqpmPUY4p4TvI9pmS2Jt0x9MqhiM6KRktZC47/cBxNx5sQmxsrdlhEBPWHZLjVXcZr8uzJfHlX5okYDSH9SEwBQFBQEG699VZvx0II8TLqL+V7yWOShePaA5SYIj1zvhtM2xS8LzgiGJGpkTBWGYVKUUI84ZyYkmTFlAKp1CqMv3881j+0HgCw6/VdmPXqLJGjImJwvEaqgqj1hD84J6ZoMh+RArcSU19//bXbT3jVVVf1OxhCiHfVHuxsyC3piimbDfjsM2gNBuCuu4BgiW9xcuIyma+IGqCTnsluIp8M12Xc0DgYq4xor29HR3MHQmOokpu4z7GVTxOmgTZGK3I03ZDhmnTHOX88B5uf3AybyYb9K/bj0mcvpW3xAcZutQvT4eKGxkEdLNHWE2eT8Zp0Tv7RZD4iBW4lpq6++mqXjxmGAcdxXR4D0O3EPkKIOJzLopNGJfVypshsNjCffQatxQLceaesXthdElM0mY/0QnYT+WS4LmOHxqJ0cykAoKmkCWkT0sQNiMgGx3FCxVRURpRwXSspMlyT7giLC8PIm0di/4r9MBvMOPDhAYxfMF7ssIgfNR1vAmvlJ8PJqsJfxmsyJDIEkWmRMFYaKTFFJMGtqXwsywp/fvzxRxQUFOCHH36AXq+HXq/HDz/8gHPPPReFhYW+jpcQ4gFHxVRIdIg0+2UogFanRXQWv+WjtqiWxl2THglb+RiayOcrNJmP9Jep2QRrO98Djrbx+d/EP08Ujne/trvLDXCibC4T+UbKoKJYIRzb+ToaO9De0C5yNCTQuZWYcvbggw9i2bJlmDlzJqKiohAVFYWZM2filVdewQMPPOCLGAkh/WDSm4S7v4kjE6V591chHH2mLK0W6Ev14gZDJMl5Il/s4FhoQjUiR6RMlJgi/eU8kY9u5PhfckEyMidlAgDqf6/Hpsc3oXRzKVg7K3JkxB9kV1GsEC6T+ag3IxGZx4mpEydOQKfTdXk8OjoapaWlXgiJEOINznefZFUWLUOJozv/fWsO1IgYCZGq5lPNsHXYAMikv5RMUWKK9JehQuIT+QKA89bbrc9vxcpLVmJZ9jIUrykWMSriD3TNKo6zJ/MRIiaPE1Pjx4/H4sWLUVvb2UultrYWf/vb3zBhwgSvBkcI6T+XF3kpNz5XgLMn8xFyNtk1PpepmEExYNR8dSglpognaCKfuIrXFGPHqzu6PG6oNGD1daspOaVwjtdIdYgaMYNjRI4mcFBiikiJx4mpFStWoLq6GpmZmcjNzUVubi4yMzNRWVmJ9957zxcxEkL6wXkin6QbnytA0hhqgE56J/SXAm1T8CW1Ro2YQfybmsZjjdSnhriNtvKJh7WzKFxUCHS3XM88VvhgIW3rUyib2YbGEv5GQkJ+AlRqj9+ekn5yTkw1HqWbOURcbk3lc5abm4uioiL89NNPOHLkCAAgPz8f06ZNox42hEhI3UEqi/aXmEEx0IRpYG23oraIElOkK6qY8p+4oXFoKmmCtc0KY5URUWmUZCB9o4op8ZRvLXfZStkFx39/yreWI3tKtt/iIv7ReLQRnJ3PQNLro39FpUUJ169UMUXE5nFiCgAYhsGMGTMwY8YMb8dDCPECjuOExFRkaiRCY0NFjqgPwcHgXn4ZxsZGxMlo1K6DSq1C4qhEVO6sRPPJZpgNZoREhYgdFpEQR2KKUTGIz5PJRD6Zrsu4oXEo+a4EAF81RYkp4g7nxJRkK6Zkuib7Yqw2evU8Ii+y7i8l8zXJqBjE5cWh5rcaNJ9sht1ihzpYLXZYJED1KzG1YcMGbNiwAXV1dWBZ17LaFStWeCUwQkj/GauMMOlNAGTSX0qlAoYMgT06mj+WoaQxSajcWQmA30aZeWGmyBERqWDtrHAnMjY3FkHafr30+p9M1+XZDdBzLskRMRoiF46tfCHRIQiJlOiNBZmuyb5EpkR69TwiL86JKdlVTClgTcYPi0fNbzXg7ByaTjQhIV9m3wOiGB6voKeffhozZszAhg0b0NDQgObmZpc/hBDxuWzjk0NiSgGSRjv1maLtfMRJ88lm2Ew0kc9faDIf8RTHccJWMtrG53+ZkzMRlR4F9NQRhOGr2DIn0w0fJXLe6i67iikFiMvrfM2k7XxETB7ftn3rrbfw/vvv47bbbvNFPIQQL5Bd43ObDVi7FiEtLcBttwEyLIemyXykJ7LtLyXTdemcmGo61iRiJEQu2uvbYTfbAYBPkEiVTNdkX1RqFWYtm4XV163mk1PdNEGftXQWNcVWKEfFlCZMA12WTtxgPKWANUmT+YhUePwb3mKx4IILLvBFLIQQL5Fd43ObDcz77yN01Sr+RV6GnCvTKDFFnLlM5JPDenSQ6bqMTI2EJkwDgCqmiHtkM5FPpmvSHflz8zHvi3ldesKFRIVg3hfzkD83X6TIiC9Z2ixoPsXvuEkYkQBGJbNBWgpYkzSZj0iFx4mpu+66C5988okvYiGEeIkjMcWoGMTny6TRssxpo7XQZesA8BVrHEtj6gmv/pDTNoURMkpMyRSjYoSqqeaTzbBb7SJHRKROFo3PA0D+3HwsKl2EK965ovOxa/MpKaVgDcUNQoUcvT6KI24IbeUj0uBxYspkMuGVV17BxRdfjD//+c9YvHixy5/+eP3115GdnQ2tVouJEydi165dPZ67Zs0ajBs3DjqdDuHh4SgoKMCHH37ocs6dd94JhmFc/syaNatfsREiN6yNRX0x/0Y4dkgsNKEakSMKHElj+G2T1jYrmk9Szz3Cc1RMqYJULtvMiO84/p1ZGwv9Kb24wRDJc66Yoh5T4lKpVRh+3XDh45byll7OJnLnXFGcMFJGW90VRBOmQXQW/3uv4UgDOI5urBJxeNxjqqioCAUFBQCAQ4cOuXyOYTwvv1y1ahUWL16Mt956CxMnTsTSpUsxc+ZMHD16FImJXTPnsbGxePTRRzFs2DAEBwfj22+/xfz585GYmIiZM2cK582aNQv//e9/hY9DQiQ6YYUQL2s63iT0ypBFfykFSRqThKNfHQUA1ByoQWxurMgREbGxNlYojY8dEktjmP0kdmjn2ms81kgJQdIrqpiSFq1Oi+DIYFiMFrSUUWJKyZwn8slqq7vCxA+LR0tZC8wtZrTVtiEiOULskEgA8jgxtWnTJq8G8Morr+Duu+/G/PnzAfDN1b/77jusWLECDz/8cJfzp0yZ4vLxokWLsHLlSmzbts0lMRUSEoLk5GQQEmicG5/TRD7/OrsB+vBrh/dyNgkETcebYLfwiWLapuA/NJmPeMI5MUUVU+JjGAa6bB3qDtZBX6YHx3Ly6z1E3OIykY9eI0UTPyweJ9adAAA0HG2gxBQRhceJKW+yWCzYu3cvHnnkEeExlUqFadOmYceOHX1+Pcdx2LhxI44ePYoXX3zR5XObN29GYmIiYmJicOmll+K5555DXFz3d0zNZjPMZrPwscHAX6CwLAuWZfvzVyNENLVFnYmp+OHx8vgZdsTIcXy8coi5G85l6DUHauTxb098yjlRLJv16CDjdelcrdhwtEFe/+7E75y38kWkRkj350XGa9JT0ZnRqDtYB9bKoqWypUtTdKIMjoqpkOgQhKeES3ft9UQhazJ2SOdrZv3v9cicnCliNERJPFnTbiem5s6d69Z5a9ascft/3tDQALvdjqQk1+1GSUlJOHLkSI9f19LSgrS0NJjNZqjVarzxxhuYPn268PlZs2Zh7ty5yMnJwYkTJ/CPf/wDl112GXbs2AG1uus2iiVLluDpp5/u8nh9fT1MJpPbfx9CpOD03tPCcVBqEOrq6no5WyJMJujMZlhtNjTV1UEVFiZ2RP3CRXDQhGtgbbOi+rdqefzbE58q3V0qHAenB8vrZ0LG69Ku62x4XnO4Rl7/7sTvmkv5noDaGC2aW5uBVpED6omM16SngpOChePS/aVI1tAuCKWxGC1CtaJuqA719fV9fIUEKWRNqpM73x+f/u00MuoyRIyGKInRaHT7XLcTU9HR0iltjoyMxP79+9Ha2ooNGzZg8eLFGDRokLDN78YbbxTOHTVqFEaPHo3Bgwdj8+bNmDp1apfne+SRR1watxsMBmRkZCAhIQFRUXSHhsiLoYR/kQ8KDcLg8YOhUns848D/WBbsSy/B2NyMxPR0qIJELeYckKTRSajYUQHjaSOiQqKgjdaKHRIRUXtpu3Cce34uEhJl1NxVzusyEQiLD0N7QzuMpcZue1YSAgCsnUV7Lb9Oo7Oipf2zIuc16aGUYSk4jMMAAKaFkfb3hfRLxYkK4TitIE2e32OFrMnQ80KF447THfL8XhBJ0mrdfx/k9upxbiTuLfHx8VCr1aitrXV5vLa2ttf+UCqVCrm5uQCAgoICFBcXY8mSJV36TzkMGjQI8fHxOH78eLeJqZCQkG6bo6tUKqhUMnhTT8gZljYLmk40AeD36gdpZPICqVIBY8bAXlcHVVCQrNedIzEFAA2HG5A5icqhA1n97/wdYJVGhfi8eHn9bMt8XcYNjeMTU5VG2NptCI4I7vuLSMBpq2kDa+O3GkRnREv751zma9ITMTkxwrHhtEHRf9dA5Xh9BPjG57L8HitkTUalRgkDBxqONsj270Gkx5OfJVF/6oKDgzF27Fhs2LBBeIxlWWzYsAHnn3++28/DsqxLj6izVVRUoLGxESkpKQOKlxCpq/+9Hjgz5ZWmm4gjaUzn1uSaAzUiRkLEZrfahcbbcUPjoNbQRD5/isvr7CvZdLxJxEiIlDn3l6KJfNKhy9YJx/pSvWhxEN9xaXxO16yiYhgG8cPiAfDrzdphFTkiEohET4cuXrwYy5cvx8qVK1FcXIwFCxagra1NmNJ3++23uzRHX7JkCX766SecPHkSxcXFePnll/Hhhx/i1ltvBQC0trbib3/7G3799VeUlpZiw4YNmDNnDnJzc12m9hGiRC5jd+U0kc9mA777DiHr1/PHMnb2ZD4SuJpKmsBa+UoMWV50y3xdOk/mazjaIGIkRMpkNZFP5mvSE9FZnd+LlrKWXs4kcuV8zZowQkbb3J0paE06ElPg6GYOEYfo+3xuuOEG1NfX44knnkBNTQ0KCgpQWFgoNEQvLy93KQFra2vD/fffj4qKCoSGhmLYsGH46KOPcMMNNwAA1Go1ioqKsHLlSuj1eqSmpmLGjBl49tlnu92uR4iS1B2Ub2KKeftthFoswNy5QLB8t9w4/7tTYiqwyf6iW+br0jkx5ahcI+RssqqYkvma9ERYfBg0YRpY261UMaVQjoqpsPgwhCeGixxNPyloTTpXGTccaUDSqKRezibE+0RPTAHAwoULsXDhwm4/t3nzZpePn3vuOTz33HM9PldoaCjWrVvnzfAIkQ3nxBS9oIgjJDIEMYNi0HyyGXWH6sDaWXk0oCdeV3fYKVE8QkaJYoVwTkw1HaO7v6R7sqqYCiAMwyA6KxoNxQ1oKWsBx3FgGEbssIiXtDe2o7WGH3+ZMCKBvrcSIFRMgU9MEeJv9G6JEAWpPchX6ITFhyE8SaZ3nxTA0WfK2m5F84lmkaMhYnHunyHLiimZixkcA5x5r0MVU6QnzokpyVdMBRhHnymbyYa2ujZxgyFeRf2lpMc5MdV4lF4zif/1q2KqpKQEmzZtQl1dHViWdfncE0884ZXACCGeaatvQ1stf+GWODKR7j6JKGlMEo787wgAvgG6c+UGCRyOC291sBqxg2NFjibwaEI1iM6MRktZCxqPNVLFBemWy1a+NEpMSYlznyl9qR4RSREiRkO8SfZb3RUoNjcWjIoBx3JUMUVE4XFiavny5ViwYAHi4+ORnJzscpHHMAwlpggRiWwbnytQ0ujObZS1RbUYcf0IEaMhYrCZbWgs4e84xg+LhyqICpTFEDc0Di1lLTDpTWhvaEd4AlWSEleOiqnwpHCog2lyppQ4T+ZrKWtB+sR08YIhXuWy1Z0qpiQhKCQIuhwdmk80o+FIA93MIX7ncWLqueeew/PPP4+HHnrIF/EQQvpJto3PFYgm85HGY43g7BwAuhsspri8OJz86SQA/ntCiSnizG61w1htBED9paRIl6UTjqkBurLUH3Laykc9GCUjflg8mk80w9pmhbHSiKh0qiIl/uPxLdzm5mZcf/31voiFEDIAjv5SADU+F5suW4fgSH4yCyWmAhP1l5IGl8l81DODnMVYZQT4/DH1l5Ig54opfZletDiId3EcJ1RMRaREIDQ2VOSIiINLA/SjtJ2P+JfHFVPXX389fvzxR9x3332+iIcQ0k/OFVOyeyOs0YB7/HG0NjcjVqMRO5oBY1QMkkYl4fQvp9FSzm8j0uq0YodF/EgRE/kUsC5dElPUAJ2cRXaNzxWwJj3hspWvtKXnE4mstNW2oaOxA4ACtvEpbE3G5XW+ZjYcacCgqYNEjIYEGo8TU7m5uXj88cfx66+/YtSoUdCctQgfeOABrwVHCHEPx3JChYYuW4eQyBCRI/KQWg2MHw9bXR1/rABJY/jEFMD3mcq6KEvkiIg/KaJiSgHrkhJTpDfOjc9lsZVPAWvSE+GJ4VCHqGE326liSkEU1fhcYWvSpWKKGqATP/M4MfXOO+8gIiICW7ZswZYtW1w+xzAMJaYIEYG+TA9LqwUA9ZeSiqQxndspaw7UUGIqwDgSU0HaIMQMihE5msAVnRkNdbAadoudElOkC9lVTAUYRsVAl6VD47FG6Ev11IxZIajxuXQ5J6Zo+zvxN48TU6dOnfJFHISQAZB943ObDdi0CcF6PTBnDhAcLHZEA+YymY/6TAUUm8mGpuNNAID4/Hio1DKdyKeAdalSqxCbG4v63+vRdLwJrJ2V7/eDeJ3sKqYUsCY9FZ0VjcZjjbC2WdHR1IGwuDCxQyID5DJFWq5b3R0UtibD4sOgjdHC1GyiiinidwO6OuM4DhzHeSsWQkg/OTc+l+XdJ5sNzLJlCFu+nH+RV4CkUUnAmRu7tUWUmAokDUcawLH8a6OsL7oVsi4d2/nsZrtLhQwhsquYUsia9IRLA3SazKcILlvdh8t8K5/C1iTDMELVlOG0AZY2i8gRkUDSr8TUBx98gFGjRiE0NBShoaEYPXo0PvzwQ2/HRghxk/PYXZrIJw3BEcGIHRwLgL87yNpZkSMi/uK8TUH2/TMUIHZorHBM2/mIM0MFn5hiVAwiUyJFjoZ0Jzqrs5KNElPyx3GdPVGjM6MREiWznqgBwGU7H71mEj/yODH1yiuvYMGCBZg9ezZWr16N1atXY9asWbjvvvvw6quv+iJGQkgfHBVTKo3KZaIGEZdjO5+tw4amkiaRoyH+oojG5woSn0cX2aR7joqpyNRIqIJoi6cUuUzmK6PJfHJnqDDAbDADkGmFfwA4ezIfIf7icY+p//znP3jzzTdx++23C49dddVVGDFiBJ566in85S9/8WqAhJDe2S12oUFh/LB4qDXynwqiFEljklC8phgAv53P+S4UUS7nxJSst/IphPNkvoajdJFNeDazDW11bQBkso0vQOmydMIxVUzJn6Im8ikUTeYjYvH49lB1dTUuuOCCLo9fcMEFqK6u9kpQhBD3NRxpAGvjt4nRNj5pOXsyHwkMjq18mjCNy91+Ig7nxFTTMapcJDzHNj5AJo3PAxRVTCmLy40bqpiSJJrMR8TicWIqNzcXq1ev7vL4qlWrMGTIEK8ERQhxn8vdp5F090lKksckC8c0mS8wWNutaD7ZDICfyMeoaLS52MISwhASzfcxoa18xEF2jc8DVERKBFQa/u0KVUzJH1VMSV/MoBhhazNVTBF/8ngr39NPP40bbrgBP//8My688EIAwPbt27Fhw4ZuE1aEEN9ynshHFVPSEp3FN/Y0G8w0mS9ANBxpAM4Mq6VtfNLAMAzihsahancV9GV62Ew2BGk9vvwhCtNyurP6hhJT0qVSqxCdEY3mk83Ql+nFDocMkFAxxQAJ+ZSYkiK1Ro2YwTFoPNqIxqON4FiObrIRv/D4yuzaa6/Fzp078eqrr2Lt2rUAgPz8fOzatQvnnHOOt+MjhPSh7mDn3afEUTJ9I6zRgPv739HW3IxgjUbsaLyGYRgkjU5C+bZyGE4b0NHUgdDYULHDIj6kqIl8ClqXjsQUOKDpRBMlDYlLxZRstvIpaE16QpetQ/PJZphbzDDpTdDqtGKHRPqBYznU/84npmIHx0ITpoCfYYWuyfhh8Wg82gibyYaW8hZqS0D8ol+3DMeOHYuPPvrI27EQQvrBkZgKjgxGdKZMLq7PplYDkybBWlfHHytI0hg+MQXwDdCzp2SLGxDxKUX1z1DQunTuM9V4rJESU0SeFVMKWpOeiM7qvLbRl+mRrEvu5WwiVfpSPaztVgAKuHHjoNA1GT8sHke/OgqAHxpCiSniD271mDIYDC7Hvf0hhPiPqcWElnL+4jpxZCIYhkptpSZpNDVADyTOiSnFXHgrwNmJKUJcekylyyQxFaCc3xRTnyn5cu4vJfsbNwoXl+c0zZb6TBE/cSsxFRMTg7o6/peJTqdDTExMlz+Oxwkh/uNSnSHXbXwAYLcD27ZBs3Mnf6wgzpP5qM+U8jkuvIMjZFzB6KCgdel8kU1ThgjQmZhSaVSISIoQORo3KWhNesKlYooSU7KlyMbnCl2TzpP5KDFF/MWtrXwbN25EbGwsAGDTpk0+DYgQ4j7FND63WsG89BLCLRZg+nRAQfv0E0cmAgwAjibzKZ2l1SK8aUoYniD/CkYFrcu4IVQxRVw5tvJFpUXJp7GvgtakJ5wrplrKWno+kUiaora6Oyh0TcbndSam6GYO8Re3ElMXX3yxcJyTk4OMjIwuF9wcx+H06dPejY4Q0itFND5XuODwYMTmxqKppAl1h+rA2lhhDC9Rlvpi2sYnVcERwYhMjYSxykiJKQJLmwWmZhMAGfWXCmC6LJ1wTBVT8uWomGLUjMv2aiI9obGhCEsIQ3t9O1VMEb/x+N1RTk4O6uvruzze1NSEnJwcrwRFCHGPS2JKKXefFCh5DN+o1W62o7GE3hQrFfWXkjbHG6H2+nZ0NHeIHA0Rkywn8gWwqPQoMGr+hjhVTMkTa2OFBEfc0DgEhfRr/hbxI8d2vtbqVpgNZpGjIYHA48QUx3Hdbk9obW2FVkvjWwnxF47jhLtPESkRCIsLEzki0hOXPlO0nU+x6g47JYpp6pvkxA6NFY6bSppEjISITZYT+QKYKkglNKiniil5ajreBLuF78FEr4/y4NJn6ihVTRHfcztdvXjxYgAAwzB4/PHHERbW+SbYbrdj586dKCgo8HqAhJDutVa3oqOJv+sv6/5SAcA5MVVzoAYjbxwpYjTEV6hiStrOnsyXNiFNxGiImFwm8lFiShZ0WTq0lLWgo6kDZqMZIZEhYodEPOB84yZhJL0+ysHZDdDTxtNrJvEttxNTv/32GwC+SuPgwYMIDg4WPhccHIwxY8bgr3/9q/cjJIR0y7nxOfWXkrak0Z2Jqbqiul7OJHLmSEyFRIXQ+HkJOjsxRQKXc8UUbeWTB122DmU/lwHgt/NR+wJ5cZ7IRxVT8uA8zZb6TBF/cDsx5ZjGN3/+fCxbtgxRUXTRTYiYqPG5fERnRkOr08KkN6HmQI3Y4RAfMBvNaCnn3+wqYiKfAlFiijgYKqhiSm6iszoTiPpSPSWmZEaRE/kUzrliiibzEX/wuPPcf//7X1/EQQjxkMvdJ7m/yAcFgVu0CO16PYKDlNcQk2EYJI1OQtnPZTBWGtHe2E49wRSm/nenbXxK2aagsHUZMygGjJoBZ+foIjvAybb5ucLWpCd02TrhWF+mFy0O0j+Oa1Z1sBqxubF9nC0jCl6Tumwd1MFq2C12qpgiftGvFbRnzx6sXr0a5eXlsFgsLp9bs2aNVwIjhPTOUTHFqBgkDJf5G+GgIGDqVFjq6vhjBUocnShsQ6g9UIucS2mKqZK43A1WyjYFha1LtUaNmEExaCppQuOxxh6HuRDlcySmgrRBCI0LFTkaDyhsTXri7IopIh82s00YOBE/LB6qII9nb0mXgtekSq1C7JBY1B+uR1NJE1gbq6zvHZEcj3+6PvvsM1xwwQUoLi7G//73P1itVhw+fBgbN25EdLSM7joRImOsnRUqNGJzY6EJ1YgcEelL8phk4Xj/+/tRurkUrJ0VMSLiTc4VjNT4XLoc2/ms7VYYq4wiR0PE4ugxFZURRclJmXCumGopa+n5RCI5jccawdr46x3ZV/gHGMd2PrvFTglh4nMeJ6b++c9/4tVXX8U333yD4OBgLFu2DEeOHMG8efOQmZnpixgJIWdpOt4Em8kGQCH9pex2YPduBO3fzx8rUHtTu3Bc9GERVl6yEsuyl6F4TbGIURFvUWTFlALXJfWZIqYWEyxGvtpfVtv4AEWuSXdFZ0QDZ3KI9AZZXhR940bha9JlMt9R2s5HfMvjxNSJEydw+eWXA+Cn8bW1tYFhGPzlL3/BO++84/UACSFdKa7xudUK5tlnEfHKK4DVKnY0Xle8phgbHt7Q5XFDpQGrr1tNySkFcIzC1uq0iEiJEDkaL1HguqTEFHHuLyW7xucKXJPuUgerEZkaCYAqpuRG0Y3PFb4maTIf8SePE1MxMTEwGvny97S0NBw6dAgAoNfr0d7e3tuXEkK8RFGNzxWOtbMoXFQIcN188sxjhQ8W0rY+GTPpTTBW8q+LCSNoIp+UUWKKOLbxATJMTAU4x3a+tro2WNuVlwRQKkVXTCmcS8UUJaaIj3mcmLrooovw008/AQCuv/56LFq0CHfffTduuukmTJ061esBEkK6cq6YShqVJGIkpC/lW8tdRpN3wfF38Mu3lvsvKOJVLhP56KJb0pwTU03HmkSMhIjFpWIqnRJTcqLL0gnHLeVUNSUXjoqpoNAgxOTEiBwN8UR8XmdiiqbZEl/zeHzAa6+9BpPJBAB49NFHodFo8Msvv+Daa6/FY4895vUACSFd1R6sBXDmRX4wvchLmbHavQbL7p5HpMexjQ9QUH8phYpMjYQmTANru5X6ZQQo54op2fWYCnDR2a6T+ZyrOYg0WdutaDrB3wRIGJ4ARkUVxXISEhWCyNRIGKuMVDFFfM7jiqnY2FikpqbyX6xS4eGHH8bXX3+Nl19+GTEx/XuD/PrrryM7OxtarRYTJ07Erl27ejx3zZo1GDduHHQ6HcLDw1FQUIAPP/zQ5RyO4/DEE08gJSUFoaGhmDZtGkpKSvoVGyFSY223oul454u8Sk2jW6UsMiXSq+cR6XHun0EVU9LGqBihaqr5ZDPsVuU1qyW9k3WPqQDnXDFFDdDloeFIg9C2gFpPyJOjz1R7fTs6mjpEjoYomVvvaA0Gg9t/PLVq1SosXrwYTz75JPbt24cxY8Zg5syZqKur6/b82NhYPProo9ixYweKioowf/58zJ8/H+vWrRPOeemll/Dvf/8bb731Fnbu3Inw8HDMnDlTqPQiRM7qi+vpRV5GMidn8ttFerpJyPBvjjIn01RTuVLkRD4FcySmODsH/Sm9uMEQv3NOTFHFlLw4ekwBgL5ML1ocxH3UX0r+aDIf8Re3ElM6nQ4xMTG9/nGc46lXXnkFd999N+bPn4/hw4fjrbfeQlhYGFasWNHt+VOmTME111yD/Px8DB48GIsWLcLo0aOxbds2AHy11NKlS/HYY49hzpw5GD16ND744ANUVVVh7dq1HsdHiNQobiKfwqnUKsxaNov/4Ozk1JmPZy2dRZVvMubYyhcaG4rwpHCRoyF9iR0aKxxTA/TA49jKFxwRjJDoEJGjIZ6IzupMJLaUUo8pqWPtLEp+6NyxEp9PWy/liBqgE39xq8fUpk2bfPI/t1gs2Lt3Lx555BHhMZVKhWnTpmHHjh19fj3Hcdi4cSOOHj2KF198EQBw6tQp1NTUYNq0acJ50dHRmDhxInbs2IEbb7yxy/OYzWaYzWbhY0flF8uyYFmalEWkpbaoVjhOGJGgjJ9RlQrcPfegvaUFQSoVoIS/k5O8q/Nw3errsO4v62Cs6OwlFZ4Yjsteuwx5V+cp4/sYgDqaO9Ba3QoASBiZAI7jwHHdjWCUIYWuy9jczsRUw9EG5M7OFTEa4k8cxwkVU1EZUfJbrwpdk+6KTO/c8q4v09PrpoQVrynucs3z7d3fwvYfG/Ln5osYmZcFwJqMHdL5mlm8phjRWdHInJxJN1SJWzz5Pe1WYuriiy/udzC9aWhogN1uR1KS61SxpKQkHDlypMeva2lpQVpaGsxmM9RqNd544w1Mnz4dAFBTUyM8x9nP6fjc2ZYsWYKnn366y+P19fW0/Y9ITsXeCuFYlaLqcdur3LDjxqGlpQWmpiaoVMp7sYubFIcbf70R2x7ZhuIPiwEAY/8+FnGT4hTzPQxE1TurheOInAjFfS+VuC6ZhM7SxYoDFYr7npGedTR2wGayAQC0iVpZfu+VuCY9EZYYhva6djSdbJLl9y8QnPzuJH66+yeh7YRDa20rvpj3BaYvn45Blw8SJzgfUPqaPH3wtHBc8m0JSr4tQXhKOC549gJFfR+JbxiN7g938ngqHwBs3boVb7/9Nk6ePInPP/8caWlp+PDDD5GTk4NJkyb15yk9EhkZif3796O1tRUbNmzA4sWLMWjQIEyZMqVfz/fII49g8eLFwscGgwEZGRlISEhAVBQ1xiTSoi/RA+C3DWWPzAbDKGPCCcuyYBgGCQkJinxhdxh3xzghMdV+vB2JibQdU85OV3ZesGWOy1Tc91OJ6zJyQmfVRUdFh+K+Z6Rn1ZWdieT4wfGy/N4rcU16IiYnBu117WivbUdsdCyCQvr1Vob4CGtn8clTn3RJSgHgH2OAnU/vxITbJyim4kbJa7J4TTG2Pry1y+NtNW346e6fcN3q65RVAUe8TqvVun2ux7/Nv/zyS9x222245ZZbsG/fPmELXEtLC/75z3/i+++/d/u54uPjoVarUVtb6/J4bW0tkpOTe/w6lUqF3Fy+9L6goADFxcVYsmQJpkyZInxdbW0tUlJSXJ6zoKCg2+cLCQlBSEjXPgMqlUpxv2CIvLU3tgvbhhJHJUKtVosckZewLHD4MDRNTVAp8IXdWeq4VOG4em+1ov+ugaC+uLPxedLIJGV9PxW6LsPjwxEWH4b2hnY0HmtUzN+L9K21qlU4js6Mlt/3XqFr0hO6bB0qd1YCAIwVRsQNiRM5IuKs/Odyl+17XXD8AIKK7RXInpLtt7h8RsFrkrWz+PEvP/aaZPxx8Y/IvyZfMUlG4n2erAmPf4qee+45vPXWW1i+fDk0Go3w+IUXXoh9+/Z59FzBwcEYO3YsNmzYIDzGsiw2bNiA888/3+3nYVlWSJDl5OQgOTnZ5TkNBgN27tzp0XMSIkWKbXxusYB59FFELFkCWCxiR+NT2mitsF+/5kAN7BYaVy9nzhP5FDdxSMHr0jGZz1hphKVVWX830jPZT+RT8Jp0l0sD9DJqgC41xmr3tu24e57kKXhNlm8th6HC0PMJZ5KM5VvL/RcUUTSPE1NHjx7FRRdd1OXx6Oho6PV6jwNYvHgxli9fjpUrV6K4uBgLFixAW1sb5s+fDwC4/fbbXZqjL1myBD/99BNOnjyJ4uJivPzyy/jwww9x6623AgAYhsGDDz6I5557Dl9//TUOHjyI22+/Hampqbj66qs9jo8QKak92FldmDQqqZcziZQ5qqbsZrsw0Y3IkyMxFZYQhvAEmsgnF3F5nVUWjSU0mS9QOCbyAXzzcyI/umydcKwv1YsWB+leZEpk3yd5cB4RT8AlGYnoPN7Kl5ycjOPHjyM7O9vl8W3btmHQIM8boN1www2or6/HE088gZqaGhQUFKCwsFBoXl5eXu5SAtbW1ob7778fFRUVCA0NxbBhw/DRRx/hhhtuEM75+9//jra2Ntxzzz3Q6/WYNGkSCgsLPdrjSIgU1R1SaMVUgEkdl4pDnx4CwG/nSzknpY+vIFLU3tCOtro2AEDiCFqPcuKomAKAxmONtAYDhOwrpgh0WTrhmBJT0pM5ORNR6VEwVBq63wLGAFHpUcicnOn32IhnKMlI/M3jxNTdd9+NRYsWYcWKFWAYBlVVVdixYwf++te/4vHHH+9XEAsXLsTChQu7/dzmzZtdPn7uuefw3HPP9fp8DMPgmWeewTPPPNOveAiRKpetfPRGWLac+0xV7anCuXedK2I0pL+cq90Ut41P4c5OTJHA4JyYooopeXKumKKtfNKjUqswa9ksrL5udddPnpnVM2vpLOpJJAOUZCT+5vFvhYcffhg333wzpk6ditbWVlx00UW46667cO+99+LPf/6zL2IkhADgOE6omIrOikZIVNeG/UQeks9JFi7QqvZUiRsM6TdF95dSOOfEVNOxJhEjIf7k2MqnjdEiODxY5GhIfzj3mKKKKWnKn5uP2a/P7vJ4VHoU5n0xj6a4yYQjyQhAuGYVUJKR+IBHFVN2ux3bt2/Hn/70J/ztb3/D8ePH0draiuHDhyMiIsJXMRJCwN8ZtBj5xorUX0reQiJDEJ8Xj4YjDagtqoXNbKOR1zLkXDFFFYzyEjM4hr+w5qhiKlBwLCc08qVtfPIVHB4sTNXUl+nFDof0ICK5831h3tV5OG/RecicnElJDJnJn5uPeV/MQ+GiQpdG6OEJ4bj8zcspyUi8yqPfDmq1GjNmzEBzczOCg4MxfPhwTJgwgZJShPiBc+Nz6i8lf47tfKyVddmiSeSDKqbkSxOqQXQmn5xoPNYIjutunwJRkra6NrBWFgBt45M7x3Y+Y6URditNtpWi2gOd16yjbh6F7CnZlJSSqfy5+VhUugjn/d95wmMX/O0CSkoRr/P4N8TIkSNx8uRJX8RCCOmFS+PzkQpLTAUFgbvzTnTccAMQFBiVQynjOpstV+2l7Xxy47y1NiI5AmFxYSJH5AMKX5eO7XwmvQnt9e0iR0N8zWUiX7pME1MKX5Pucmznc66CI9LinJhKHpMsYiQ+FiBrUqVWoeD2AuHjyl2V4gVDFMvjxNRzzz2Hv/71r/j2229RXV0Ng8Hg8ocQ4hsujc+VVjEVFATMnQvz5Zcr+oXd2dkN0Im8tNW1oaOxA4CCq6UUvi7j8qgBeiBRRONzha9Jdzk3QKc+U9JUc6AGAKAJ0/Bbp5UqgNZkwogEaMI1AICKXytEjoYokccraPZsvpndVVddBYbp7ITGcRwYhoHdTiW1hPiCIzGlClIhPi9e5GjIQCUXJINRMeBYDtV7qsUOh3iAtbM4+PFB4eP4fFqPcnT2ZL7MSTRZSMmcK6aox5S8UQN0aTMbzNCf0gPgb6TSFj5lUKlVSBufhtLNpTCcNsBYZURkaqTYYREF8TgxtWnTJl/EQQjphd1iR8ORBgBA/LB4qIPVIkfkZSwLlJRA3dgIxMcDKuVfxASHByM+Px71h+tRd6gO1g4rNKEascMifSheU9ylCejBjw8i55Ic5fVbUPi6PDsxRZRNERVTCl+T7nKumGopa+n5RCKK2qLObXxJYxQ+rCfA1mTaeXxiCgAqdlYg/xqFXfcQUXmUmLJarXjmmWfw1ltvYciQIb6KiRBylsZjjWBtfNNWxW3jAwCLBcz//R8iLRZg7VrFl0M7pI5LRf3herA2FrVFtUifmC52SKQXxWuKsfq61cBZfbJNzSasvm618sZgK3xdUmIqsDgnpmRbMaXwNekuXZZOOKaKKelxTkwpur8UEHBr0vk6tXJnJSWmiFd5lNbVaDQoKiryVSyEkB64TORTWuPzAObcZ6p6L23nkzLWzqJwUWGXpJSzwgcLwdpZ/wVFBiQ6MxoqDX8ZVLm7EqWbS+n7p2CKaH5OALhu5aOKKelx9JcCAqBiKsCkTUwTjqnPFPE2j+sNb731Vrz33nu+iIUQ0g3WzuLYt8eEj+OHUz8bpaAG6PJRvrW89+lPHF+RUb613H9BkQE5+tVRIdForDBi5SUrsSx7GYrXFIsbGPEJR8VUWEIYgrTKrmpQOm20FlqdFgBVTEmR80S+pNGUmFKSyJRIRGfyieGqPVXCbg5CvMHjV2abzYYVK1Zg/fr1GDt2LMLDw10+/8orr3gtOEICXXf9bL5f8D3AQllbhgJU0pgkMGoGnJ2jxJTEGauNXj2PiKunbZmGSoMyt2UGONbGwljFr03ZbuMjLnTZOtTsr4GhwgDWxkIVpOzePnLB2llhWE/MoBiERIaIHBHxtvTz0tFS3gJrmxV1h+uUv12T+I3Hv8UPHTqEc889F5GRkTh27Bh+++034c/+/ft9ECIhgcnxxunsKo3W2lasvm413dVXAE2oRtiaWX+4HtZ2q8gRkZ5Eprg3ecbd84h4et2WeeYx2papLK01reBY/psr28bnxIWjAbpz0pGIr/lEs3AtQ9v4lCntvM7tfJU7K0WMhCgNTeUjRIL6fOPE8G+c8ubk0RhemUsZm4LaA7XgWA41+2uQcUGG2CGRbmROzkRUehQMlYbu1yXD963JnJzp99iIZzzZlpk9JdtvcRHfcekvRYkpRXDuM6Uv0wvbi4i4XPpL0TY+RXJugF7xawXG3jNWxGiIkgzoHW1FRQUqKqjxGSHeRv1sAodLn6m9tJ1PqlRqFWYtm9X9Jxn+P7OWzqJEsQzQtszAo4iJfMSFo2IKoD5TUuLSX4oqphQp+ZzkzsEhVDFFvMjjK2iWZfHMM88gOjoaWVlZyMrKgk6nw7PPPguWpbJ3Qrwh4N44BQWBu/FGmK6+WvGjds/mMplvD03mk7L8ufm4bvV1QiLKISo9Spk9iRS6LmlbZuBRTMWUQtdkf7hUTFFiSjKcE1MB0XsoANekJlQjfG/ri+thajGJHBFRCo9X0KOPPor33nsPL7zwAi688EIAwLZt2/DUU0/BZDLh+eef93qQhASagHvjFBQE3HwzTHV1iAqQF3aHpNFJUGlUYK0sNUCXgcQRicJWvtTxqZj+0nRkTs5UZqWUQtclbcsMPIqpmFLomuwP54qplrKWnk8kfuXYyhccGezyPVKsAF2Taeel8desHFC1uwqDpg0SOySiAB5fSa9cuRLvvvsuFixYgNGjR2P06NG4//77sXz5crz//vs+CJGQwON443R2ZYaA4e/60hsn+QsKCULSKL7cvb64HpZWi8gRkd5U7e5MHg67Zhiyp2QrMymlYC7bMnv4HUvbMpXFOTEl64opItBl6YRjqpiSho6mDmGtJY1OAqPq6SKWyN3ZfaYI8QaPr7qampowbNiwLo8PGzYMTU1NXgmKkEAnvHHq4W4+oLA3ThwHlJdDVVHBHweYlLEp/AEHVP9G2/mkzLmqzXkbpiIpeF3mz83HvC/mISrNNUmhClYpc1tmgBO28jFAZKqMK40VvCY9pY3RIjgyGABVTElF7cEA7C8VoGsy/bzOxBT1mSLe4vG72jFjxuC1117r8vhrr72GMWPGeCUoQgj/xmnEDSO6PK7IfjZmM5iFCxH1j38AZrPY0fidS5+pvZSYkjKXxNRYhSemFL4u8+fmY1HpItyx6Q6hioa1sMicRJWoSuOo4ohIjoBaoxY5mgFQ+Jr0BMMwQtVUS3kLODZwkgJSFXD9pYCAXZMxg2MQGhcKgK+Y4gIoKUd8x+PNsC+99BIuv/xyrF+/Hueffz4AYMeOHTh9+jS+//57rwdISCBrq2sTjmctm4Wk0UnK7WcTwFwm81GfKclibSxqfuP7Z8QMjkFobKjIEZGBUqlVyJ6SjVE3j8L2F7cDAI6vO44xt9GNNqWwW+xorW0FIPP+UqQLXbYOdYfq+O9xTau8q+EUwNFfCgigiqkAxTAM0iemo+T7ErQ3tEN/So+YQTFih0VkzuN3txdffDGOHj2Ka665Bnq9Hnq9HnPnzsXRo0cxefJkX8RISECymWw4/ctpAPzF18QHJlI/G4VKHJkIdTB/F58SU9JVd7gONpMNQABs4wswQ2YPEY6P/3BcxEiItzk3uaf+UsoSnU2T+aREqJhi+OsaomxpE9OEY+ozRbyhX+MD0tLSaPoeIT5W8WsF7GY7ACD7kmxxgyE+pQ5WI2lMEqp2V6HxaCPMBjNCokLEDoucJaD6SwWY9PPTERIdAnOLGccLj4O1s3QTQCGo8blyuTRAL9Mj44IM8YIJcKyNRd2hOgBA3JA4BIcHixwR8TXnPlMVOysw6uZRIkZDlMDjq67//ve/+Pzzz7s8/vnnn2PlypVeCYoQApzadEo4zp6SLV4gxC+EBugAqvdRnykposSUcqk1agyePhgAYGo2UTNXBREan4O28imNLlsnHFPFlLgajzUKN1NpG19gSJvQWTFV+Su9ZpKB8zgxtWTJEsTHx3d5PDExEf/85z+9EhQhBCjdVCocU8WU8rn0mdpL2/mkqHrPmYQhA6Scm9L7yUR2cmfnCsclP5SIGAnxJqqYUq7oLNrKJxUu/aVGU2IqEGh1WsQP43MC1b9VC60OCOkvjxNT5eXlyMnJ6fJ4VlYWysvLvRIUIYHO2m4V7tjHDI6hu7wBwGUy3x6qmJIam9kmXHjH58XTVksFyp3VmZg6/j31mVIKqphSLueKqZaylp5PJD7nPJGPKqYCh6PPFGtlUbO/po+zCemdx4mpxMREFBUVdXn8wIEDiIuL80pQhAS60ztOw24JoP5SQUHgrr4a5ssuA4L61fpO9hKGJyBIy//dqQG69NQdrANrZQEE0Da+AFuXkSmRSD6HH3Feva8arTWtIkdEvEFRFVMBtib7EhYfhqBQ/t+BKqbE5ZyYSh6TLGIkfhbga9KlzxQ1QCcD5HFi6qabbsIDDzyATZs2wW63w263Y+PGjVi0aBFuvPFGX8RISMBx2cYXCP2lgoKAP/wBHTfdFJAv7ADf4ya5gL+YazrehI7mDpEjIs6ck4Up4wJkG18ArkuX6XyFVDWlBIYKPjGlClIhIjlC5GgGKADXZG8YhhGqplrKWsBxnLgBBTBHRbFWp5V/AtgTAb4mnSfzUW9GMlAeJ6aeffZZTJw4EVOnTkVoaChCQ0MxY8YMXHrppdRjihAvcU5M5VzSdessUSbnhAc1QJcW58RU2vi0Xs4kcpZ7mVOfqe+pz5QSOCqmIlMjadKiAjkSUzaTDW11beIGE6Da6tvQWs1XmCaNSQLDMCJHRPwlaVSSULVIFVNkoDx+hQ4ODsaqVatw9OhRfPzxx1izZg1OnDiBFStWIDiYRoMSMlCWNgsqd/F3HeKGxiEyNVLkiPyA44C6OqgaGvjjAJU61qnP1F5KTElJ1W4+McWoGKGyTfECcF2mT0yHNkYLADjx4wmwNlbkiMhAWDusaG9oB6CAbXxAQK7Jvjg3QKc+U+KoLQrg/lIBviZVQSqhvYG+VI/WWtoCT/qv37eOhgwZgtTUVEyfPh1ZWVnejImQgHZ6+2nhzVBA9JcCALMZzF13IWrxYsBsFjsa0bhM5qM+U5Jhbbei7nAdACBhRAI0YRqRI/KTAFyXqiAVcmfyVVPmFjNO7zgtckRkIBzb+ACFND4PwDXZF+cG6NRnShwB218KoDUJ1z5TtJ2PDMSAapovu+wyVFbSDyAh3nRq0ynhOCD6SxFB/LB4IelBiSnpqDlQA87O3wkNmMbnAcx5O9/xH6jPlJwpqvE56ZYuSycc68v0osURyGgiX2BzaYC+k7bzkf4bUGKKmgwS4n0B1/icCFRBKmEqmP6UHu2N7SJHRADXJGHqeEpMKV3uLOozpRQtpzu3dlFiSpmoYkp8jsbnjJpB4ohEkaMh/ubSAP1XKlgh/UddIAmRELPRLLwJjs+Pl/8EIeIx54oc6jMlDY7+UgBVTAWC8MRw4ftce6AWhkpDH19BpMq5YkoRW/lIFy49pkqpx5S/2S121P9eDwCIz4tHkDbwJtMFuqi0KESl84n/yt2VYO3Um5H0z4ASU2+//TaSkqhkkxBvKd9WLmwZCpj+UsRFytjOyXy0nU8aHN8HlUaFpNH0mhcIcmc7becrpO18ckUVU8oXkRQBdYgaAG3lE0PDkQawVj4RQdv4ApejaspitKChuEHkaIhcDSgxdfPNN8Nut2Pt2rUoLi7u9/O8/vrryM7OhlarxcSJE7Fr164ez12+fDkmT56MmJgYxMTEYNq0aV3Ov/POO8EwjMufWbNm9Ts+QvyFtvERqpiSFrPRjIYj/EVW0ugkBIXQ3eBAMGT2EOH4+PeUmJIrlx5T6ZSYUiJGxSA6k6+a0pfqqc2Inzm28QGgGzcBjPpMEW/wODE1b948vPbaawCAjo4OjBs3DvPmzcPo0aPx5ZdfehzAqlWrsHjxYjz55JPYt28fxowZg5kzZ6Kurq7b8zdv3oybbroJmzZtwo4dO5CRkYEZM2Z0acI+a9YsVFdXC38+/fRTj2MjxN8oMUXihsYhOCIYAFVMSUHNbzXAmfc5tI0vcKSOS0VoXCgA4MRPJ2C32EWOiPSHIzGlDlYjPCFc5GiIrzj6TFnbrOho6hA3mABDjc8J4NpnquJXSkyR/vE4MfXzzz9j8uTJAID//e9/4DgOer0e//73v/Hcc895HMArr7yCu+++G/Pnz8fw4cPx1ltvISwsDCtWrOj2/I8//hj3338/CgoKMGzYMLz77rtgWRYbNmxwOS8kJATJycnCn5iYGI9jI8SfTC0mVO/jK2QSRyYG1kW0Wg3usstgnjoVUKvFjkZUKrUKKefy2/laylvQVtcmckSBrXJ3502PgEtMBfC6VKlVQhN0i9GC07+cFjki0h+OrXxR6VFgVIzI0XhBAK/J3lADdPE4J6aSxySLGIlIaE0CAFLHpoJR879jK3dSA3TSPx4nplpaWhAbGwsAKCwsxLXXXouwsDBcfvnlKCnxbHqNxWLB3r17MW3atM6AVCpMmzYNO3bscOs52tvbYbVahZgcNm/ejMTEROTl5WHBggVobGz0KDZC/K18azk4NkD7S2k0wIIF6LjjDv44wKWMc+oztZeqpsRUvadzO2XAJaYCfF3mXkbT+eTMbDTD3GIGoKD+UgG+Jnvi0gC9jBqg+wvHccJWvrD4MESkBODAHlqTAABNmEbYyll3qA5mo1nkiIgcedwsIyMjAzt27EBsbCwKCwvx2WefAQCam5uh1Wo9eq6GhgbY7fYuDdSTkpJw5MgRt57joYceQmpqqktya9asWZg7dy5ycnJw4sQJ/OMf/8Bll12GHTt2QN1NNttsNsNs7lxABgNf+s2yLFiWJgsQ/zi18ZRwnHVxVsD97LEsC47jAu7v3Z3kczrvOlbursTgmYNFjCawObZTBmmDEJcfF3A/n4G8LgdNHwQwADig5IcSTH1hqtghEQ84N8KOSo9SzM9wIK/Jnjh6TAFA86lm+rfxk9aaVrTXtwPgt/FxHBeQPb5oTfLSJqYJ7Q8qd1UG3k120i1P1oXHiakHH3wQt9xyCyIiIpCVlYUpU6YA4Lf4jRo1ytOnG5AXXngBn332GTZv3uySFLvxxhuF41GjRmH06NEYPHgwNm/ejKlTu15YLlmyBE8//XSXx+vr62EymXwTPCFnOf7TmQa7DBCWH9ZjnzVF4jhwLS0wGAzgWBaqAC6HBoCQnBDhuOyXssD6WZAQs96MpuNNAIDYEbFobA6wyltal0g8NxF1e+tQf6geJ/adQGR6pNghETedPti5/VIdq1bG71Fak91iozrf+FQXVyvjey0Dp7d0rrHI3MjA/HenNSmIzO98fTy64SjCRoSJGA2RCqPR6Pa5Hiem7r//fkyYMAGnT5/G9OnToVLxuwEHDRrkcY+p+Ph4qNVq1NbWujxeW1uL5OTe9yn/61//wgsvvID169dj9OjRvZ47aNAgxMfH4/jx490mph555BEsXrxY+NhgMCAjIwMJCQmIilJI+TeRtI7mDjQc7pz8lTksU+SI/MxkAu6+GzFmM4L+9z+owgL7xSwhPgEhUSEwG8xoPNSIxMREsUMKSCeLTgrHWedlBd73gdYl8q/MR91e/s2Wfrceg8+l6kW5qDR29jlJyUtRxvqlNdkt7TmdN6ctdRZlfK9l4Hh558TS7POyA/PfndakQDVdhc3YDADQH9IH5s8D6cKTHXX9mns9btw4jBs3DgBgt9tx8OBBXHDBBR43GA8ODsbYsWOxYcMGXH311QAgNDJfuHBhj1/30ksv4fnnn8e6deuEOHpTUVGBxsZGpKSkdPv5kJAQhISEdHlcpVIJiTdCfOn0ttPC5K/sS7ID7+dOpeL/+gxD6w4AVEDK2BSUbiqFsdKItto2RKZQpYa/1ezrHIOdOj418H4uaV1i6OVDseWpLQCAE+tOYPyC8SJHRNxlqDQIx7osnTJ+fmlNdisqLQqqIBVYG4uWshb6d/GTuqLOCqmUc1IC89+d1qQgIS8BWp0WJr0JlbsqwTAMGEYBQyfIgHiyJjxePQ8++CDee+89AHxS6uKLL8a5556LjIwMbN682dOnw+LFi7F8+XKsXLkSxcXFWLBgAdra2jB//nwAwO23345HHnlEOP/FF1/E448/jhUrViA7Oxs1NTWoqalBa2srAKC1tRV/+9vf8Ouvv6K0tBQbNmzAnDlzkJubi5kzZ3ocHyH+ULqpVDjOuSRHvECIZDg32q7eW93LmcRXHP2lACBtfFovZxKlSjk3BeGJ/ITUk+tPwma2iRwRcZehojMxpZjm56RbKrVK6DPl3FuM+Jaj8blKo0JCfoLI0RCxMSoGaRP5a6W22jYaREA85nFi6osvvsCYMWMAAN988w1OnTqFI0eO4C9/+QseffRRjwO44YYb8K9//QtPPPEECgoKsH//fhQWFgoN0cvLy1Fd3fmm7M0334TFYsF1112HlJQU4c+//vUvAIBarUZRURGuuuoqDB06FH/84x8xduxYbN26tduqKEKkQEhMMUDm5ADbxke65ZyYck6QEP9x/LtrwjWIy4sTORoiBkbFIHcWP53P2mZF+bZykSMi7jKc7kxMRWdE93ImUQLHZD5zixkmPfWH9TWbyYaGI3wLioT8BKiDA7e3EunkSEwBQMXOChEjIXLk8Va+hoYGof/T999/j+uvvx5Dhw7FH/7wByxbtqxfQSxcuLDHrXtnV2GVlpb2+lyhoaFYt25dv+IgRAztje2oLeL7rKWck4LQmFCRIyJSkDK2c+sxVUz5X1t9592+lHNToFIHbnl+oMudnYsDHxwAAJR8X4JBUweJHBFxhyMxpQnTQBvj2dRoIj+6bJ1wrC/TI1nXe69aMjD1v9eDs/M9KJLGJPVxNgkU6eelC8cVv1Zg5A0jRYyGyI3HV9pJSUn4/fffYbfbUVhYiOnTpwMA2tvboQ7gSQSE9FfZljLhmEarEoeYQTHQ6vg3U1V7qgJyBLOYnKvUnKvXSOAZPH0wGBXfJ+P498f7OJtIAcdxaDnNJ5ajMqKoz0kAcElMlepFiyNQOLbxAZSYIp3SJnRWTFXurOzlTEK68jgxNX/+fMybNw8jR44EwzCYNm0aAGDnzp0YNmyY1wMkROlObTolHFNiijgwDCMkRFprWmGscn/cKhk4l8TUeEpMBbLQ2FCkn8/fBW440oDmU80iR0T6YtKbYG2zAqBtfIHCsZUPAPW28YPaA50T1ZNGU2KK8MLiwhA7JBYAUL2vGnaLXeSIiJx4nJh66qmn8O677+Kee+7B9u3bhb5NarUaDz/8sNcDJETpHP2lGBWDzEkB2l9KrQY3dSoskyYBVHkpSBnXuZ2P+kz5V/Wezu2TAVsxRetSMGT2EOH4+A9UNSV1zv2lFNX4nNZkj6hiyr+cE1PJYwJ42yStyS7SJ/I3cuxmu0tlHSF98bjHFABcd911XR674447BhwMIYGmra4N9YfrAfA9hbTRAdoHQ6MBFi1Ce10dIjQasaORjLMboA+bQ1Wp/lK5my9BD4kOQezgWJGjEQmtS0HuZbnY+OhGAHyfqfH3jxc5ItIbxzY+QGGJKVqTPdJl6YRjSkz5FsdxQsIhIjlCmFwakGhNdpF2XhqKPioCwPeZoqnGxF396ua6ZcsWXHnllcjNzUVubi6uuuoqbN261duxEaJ4pVtKhWPaxkfOljq2MzFFDdD9x1hlRGt1KwD+e+DoL0QCV3JBMiJSIgAApzaegs1kEzki0huXiql0BSWmSI+i0qPAqPnf1bSVz7eMlUaYmvnJh9RfipzNuQE69ZkinvA4MfXRRx9h2rRpCAsLwwMPPIAHHngAoaGhmDp1Kj755BNfxEiIYjm28QFAziU54gUiNo4DTCb+DzX5FkRnRSM0jp/SSA3Q/Yf6S51B61LAMAxyZ+UCAGwdNpebCkR6nCumFNVjitZkj1RBKkSl8UlIqpjyLWp87oTWZBdJo5MQpOU3ZVX8WiFyNEROPE5MPf/883jppZewatUqITG1atUqvPDCC3j22Wd9ESMhiiX0l1IzyLgwQ9xgxGQ2g5k3D7p77gHMZrGjkQznBujt9e0uVQDEd2gi3xm0Ll1Qnyn5UGyPKVqTvXL0mepo6oDZSP8+vkL9pZzQmuxCrVEjZSzfI7X5RDPaG9pFjojIhceJqZMnT+LKK6/s8vhVV12FU6dOdfMVhJDuGKuNaDjSAABIG5+GkMgQkSMiUnR2nynie1W7KTFFuho0fZCwVajk+xKRoyG9cU5MKapiivSKJvP5h8tEvkCvmCLdSpvY2VeqYidVTRH3eJyYysjIwIYNG7o8vn79emRkBHDFByEeKttSJhxTfynSE0pM+RfHccK/c2hcqMsbHRLYtNFaZF7IT05tKmlC0/EmkSMiPXFs5QuJCkFIFN30CRQuk/nK9KLFoXSOrXzqEDXi8+JFjoZIEfWZIv3h8VS+//u//8MDDzyA/fv344ILLgAAbN++He+//z6WLVvm9QAJUapTmzorDCkxRXriKIcGqAG6P7SUtwhl52nj08Aw1PicdMqdnYuyn/mbCiU/lGDinyeKHBE5G8dxMFTwFVOK2sZH+uSSmKI+Uz5hbbeiqYRPyieOSIQqqF9ztIjCpU/sTExRnyniLo9/myxYsACfffYZDh48iAcffBAPPvggDh06hFWrVuHee+/1RYyEKJKjv5RKo0LGBVRtSLoXlR4ljGKmBui+51yVljIupZczSSBy6TP1PfWZkqL2+nbYzXYAtI0v0NBWPt+rO1QHjuWvQ2gbH+lJVEaUMMm2clel8DNDSG88SkzZbDY888wzGD9+PLZt24bGxkY0NjZi27ZtmDNnjq9iJERxDJUG4Y5T2oQ0BIcHixwRkSrnBugdTR10F9jHqL8U6U3iyEREpkUCAEo3l8LabhU5InI254l8VDEVWKhiyvdoIh9xB8MwQtWUucWMhqMNIkdE5MCjxFRQUBBeeukl2Gw2X8VDSEAo3VwqHNM2PtIX58od6jPlWzSRj/SGYRihaspmsrn8LifS4NjGB1BiKtBEZ0QDZ3ZfU2LKN1wan4+mxBTpWdp5Tg3QaTsfcYPHW/mmTp2KLVu2+CIWQgKGYxsfAORckiNeIFKhUoG78EJYx48HVNSv4GzUAN0/nBufR6REICotwN/U0rrsVu5lucIxTeeTHkVP5KM12St1sBqRqXxFI23l8w3nxFTymGQRI5EIWpM9cu4zRQ3QiTs8bn5+2WWX4eGHH8bBgwcxduxYhIeHu3z+qquu8lpwhCiVIzGlDlYj/fz03k8OBMHBwEMPoa2uDuHBtK3xbKljOxNT1ADdd5pPNMPcYgZA1VIAaF32YNDUQVBpVGCtLI7/cBwcx1GTfAlR9FY+WpN90mXpYKw0oq2uDdZ2KzRhGrFDUgyO41BbxCemotKjEBobKnJEEkBrskep41LBqBhwLEcVU8QtHiem7r//fgDAK6+80uVzDMPAbrcPPCpCFKylvAXNJ5sB8ONUNaF00UR6F5kaiYiUCLRWtwoN0OmNsPdV7u68o0eJKdKTkKgQZE3OwqmNp9B8shmNxxppZLqEKLpiivRJl63D6V9OA+Cvt+KH0dr0lpayFpgN/M0b6i9F+hIcEYzEkYmoLapF3cE6WNos1FOX9MrjmkOWZXv8Q0kpQvpG/aVIfzgSJeYWM5pPNIscjTJRfyniLtrOJ13OiamodIVVTJE+OU/moz5T3kWNz4mnHH2mOJajVhSkT7QZlhA/c+4vRYmpM0wmMFddBd3ttwMmk9jRSBL1mfK96j2d2yQpMQVal71wNEAHgOM/HBcxEnI2x1a+0LhQ5W3jojXZJ5fJfGV60eJQIuov1Q1ak72iPlPEE24npjZu3Ijhw4fDYDB0+VxLSwtGjBiBn3/+2avBEaJEpzadAgAEaYNcfmET0htKTPkWa2dRvY9PTEVnRiM8MbyPryCBLD4/XqjMKNtSBkurReSICMCvY2OlEQBt4wtULokpqpjyKpeJfFQxRdyQfl7n+xzqM0X64nZiaunSpbj77rsRFdW1LDo6Ohr33nsvXn31Va8GR4jSNJ9qFibFpJ+fjiCtx23eSIBKGZsiHFMDdO9rPNooJBeoWor0hWEYYTuf3WIXbjgQcbXVtoG1sQAU2PicuMV5K19LKU3m8ybHVr6g0CDE5saKHA2Rg/hh8QiJCgHAJ6Y4jhM5IiJlbiemDhw4gFmzZvX4+RkzZmDv3r1eCYoQpaL+UqS/IpIihH4pVXurwLH04u5NzlVoKeNSejmTEJ7zdj7qMyUNLhP5qL9UQIrOdOoxRVv5vMZs7OxvmTQqCSo1dYMhfWNUDNIm8H2mWqtbYajouvOKEAe3f6vU1tZCo+l5r35QUBDq6+u9EhQhSuXcXyrnkhzxAiGy5KjksRgtaCxpFDkaZXFOTKWNTxMxEiIXOZfmQB2sBgAc//443QmWAJfG51QxFZA0oRqEJ/FbsWkrn/fUHawTjmkbH/FE2sTOayrqM0V643ZiKi0tDYcOHerx80VFRUhJobvMhPSE4zghMRUUGiTcQSDEXc6VPNRnyrtcKqbG0msZ6VtweDCyLs4CwI+lbyhuEDki4lwxRT2mApejz1RrdStsZpu4wSgETeQj/UV9poi73E5MzZ49G48//jhM3Uwc6OjowJNPPokrrrjCq8ERoiTNJ5qFEtbMCzOFO+2EuIsaoPuG3WpHzW/8RXfM4BiExoSKHBGRC9rOJy1UMUUAQJelE45byqnPlDe4ND4fTYkp4j6qmCLucjsx9dhjj6GpqQlDhw7FSy+9hK+++gpfffUVXnzxReTl5aGpqQmPPvqoL2MlRNaov1QvVCpw48bBOmYMoKK+BT1JHduZmKIG6N5T/3s9bCb+rjpt43NC67JPjgboAHD8h+MiRkIA18SUIiumaE26JTrbqQF6GSWmvIESUz2gNdmn8IRwxAyKAcDfVLVb7SJHRKTK7ZFgSUlJ+OWXX7BgwQI88sgjQi8FhmEwc+ZMvP7660hKol9UhPTEub8UJabOEhwMPPEE2urqEB4cLHY0khUWH4borGi0lLWgel81WDtLDUi9gBqf94DWZZ/ihsYhZlAMmk82o2xrGcwGszCBiPif81a+yLRIESPxEVqTbnFs5QOoz5Q3cCyH2oN8YkqXrYM2WityRBJCa9It6eelo/lkM2wmG+oO1iHlXLrWIl159I4mKysL33//PRoaGrBz5078+uuvaGhowPfff4+cHGrkTEhPOI4TxolrwjU0jp70m+Nnx9pmReNRaoDuDc6JKVqbxBMMwwhVU6yVxckNJ0WOKLA5KqbCk8IRFOL2vVeiMM5b+Wgy38A1n2yGtc0KgPpLkf5x3s5HfaZIT/p1qz0mJgbjx4/HhAkTEBMT4+2YCFGcxmONaK1uBQBkTc6CWkP9pUj/UJ8p76vafebfkQHdxSMec+4zRdv5xGO32mGsNgJQ6DY+4jbniqmWUtrKN1DU+JwMlHMDdOozRXpCe0AI8QPnbXxZU7LEC0SqTCYw118P3V13Ad0MWCCdKDHlXTazDbVF/BaF+GHxCImkbVgCWpduyZ6SjSAtX51T8n2J0OqA+JehwgCc+adXa9Vg7ay4AfkCrUm3RGd1JiZpK9/AOfeXSh6TLGIkEkRr0i1JY5KEoU9UMUV6QokpQvzAufF5ziW07bVbZjNgsYgdheSljO2s6KEG6ANXd7AOrJV/A0vb+LpB67JPmjANsqdkAwCMlUbUHaoTN6AAVLymGO9OfFf4+PS201iWvQzFa4pFjMpHaE32KTg8GGHxYQBoK583uDQ+p4qprmhN9ikoJEioSG881oiOpg6RIyJSRIkpQnyM4zghMRUcGUxbhciAhMaEImYwv4W6+rdqsDYFVgX4EfWXIt6QO7tzOl/J9yUiRhJ4itcUY/V1q9Fe3+7yuKHSgNXXrVZmcor0yVE1Zaw00hSwAXJs5QuOCEZMDrVwIf3j3Geqchdt5yNdUWKKEB9rKG5AW20bACDroiyogmjZkYFJHcsnUGwdNtQX14scjbxV7u68OKLEFOmvIZc59Zn6nvpM+QtrZ1G4qFDYwufizGOFDxYqc1sf6ZWjzxTHcvw2T9IvJr0JLWV8n66k0UlgVIzIERG5cu4zRdv5SHfoHTIhPuaYxgdA2O5ByECkjOusuqM+UwNTvYffDsmoGSQXUO8M0j+xubGIHRILACjfXg5TC/Ua8YfyreW9Jx04flJf+dZy/wVFJIH6THmHowcjQNv4yMC4VExRA3TSDUpMEeJjZZvLhOPsS7LFC4QoBjVA9w5ruxV1h/l+QIkjEqEJ04gcEZEzx3Q+zs7h5E8nRY5G+TiOw+HVh9061zGtjwQOl8l8ZTSZr79oIh/xFl22DuGJ4QCAip0VNCiEdEGJKUJ8iGM7+0tpdVqqyCBe4dynjBqg91/NgRpwdv7CyLkKjZD+yL2M+kz5S/3v9Vh5yUrseXOPW+dHpkT6OCIiNc6JKaqY6j+ayEe8hWEYoWrK1GxCU0mTyBERqZFEYur1119HdnY2tFotJk6ciF27dvV47vLlyzF58mTExMQgJiYG06ZN63I+x3F44oknkJKSgtDQUEybNg0lJXSRSPyv7nAd2hv4hqxZF2VBpZbEkpMelQoYORK2vDz+mPRKG61F3NA4AEDN/hpq7NpPVbup8XmvaF16JPvibASFBgEAjv9wnO4G+4ClzYL1D6/HW2PeQtmWsr6/gAGiMqKQOTnT98H5A61Jt+mydMIxVUz1n7CVjwESRyaKG4wU0Zr0CPWZIr0RfQWtWrUKixcvxpNPPol9+/ZhzJgxmDlzJurquh+3vHnzZtx0003YtGkTduzYgYyMDMyYMQOVlZ17VV966SX8+9//xltvvYWdO3ciPDwcM2fOhMlEPR+If5VuKhWOs6ZkiReI1AUHg/vnP9H66KNAcLDY0chCyli+wsdutqP+MDVA7w/nbZBp49N6OTNA0br0SJA2CIOmDgIAtNa0omZ/TR9fQTxx5KsjeGP4G9j+4nZhGmnMoBhM/sdkgAH/x9mZj2ctnaWcm0K0Jt1GPaYGjrWzqDvEvx+LHRyL4Aj6meuC1qRHnPtMVeykxBRxJfor9SuvvIK7774b8+fPx/Dhw/HWW28hLCwMK1as6Pb8jz/+GPfffz8KCgowbNgwvPvuu2BZFhs2bADAV0stXboUjz32GObMmYPRo0fjgw8+QFVVFdauXevHv5lysXYWpZtLcfDTgyjdXOrVaTe+fG4xOLbxAUDOJTniBUIUh/pMDZzj302lUSFxFN0JJgPnvJ3v+A80nc8b9KV6fHrVp1h19Sq0lPOVL+pgNS56/CIsOLQAlz5/KeZ9MQ9RaVEuXxeVHoV5X8xD/tx8McImItNGa6HVaQFQYqq/mkqaYOuwAaD+UsQ70sanCTcNKn+lBujEVZCY/3OLxYK9e/fikUceER5TqVSYNm0aduzY4dZztLe3w2q1IjaWn4Zz6tQp1NTUYNq0acI50dHRmDhxInbs2IEbb7yxy3OYzWaYzWbhY4OBn/DCsixYVt6JEW8rXlOMdX9ZB2NFZyPRyPRIzHx15oAv/nz53GLgWE7YahAaG4qEkQn089QLlmXBcRz9G7kp+dzOXg+VuytR8IcC8YKRIbPRjIYjDQD4EdgqjYp+9rpB69Izg2YOEo5Lvi/BhQ9fKGI08ma32LHj5R3Y+vxW4c0xAORMzcFlr10mbGdmWRZ5V+dhyJVDUL61HK3VrYhIiUDm5Eyo1Mpb17Qm3RedHQ3TfhMMFQbYLDaogkS/Hy8r1b919rBMHJ1IP3M9oDXpPk2EBgnDE1B/uB61RbUwt5pp8IzCebIuRE1MNTQ0wG63IynJNQuflJSEI0eOuPUcDz30EFJTU4VEVE1NjfAcZz+n43NnW7JkCZ5++ukuj9fX19P2PycnvzuJn+7+CTirbYax0ogv5n2B6cunY9Dlg7r/YhGfWywNhxrQ0dQBAEiamIT6Btpu1SOTCVGLFyPMYkHdv/8NVViY2BFJnjpdzd914oDTO0/3uP2ZdK/qlyrh941uuI7+/bpD69Jz4YAuVwf9cT0qdlSg/Gg5tDFasaOSncptldj2yDboj+uFx8KSwnD+0+dj8FWDYWfs3a7ZsOFhCBvO/5w2NDb4K1z/oTXpkdCkUAAAa2NxqugUItOpCb4nTu7onC6qzdLS62R3aE16LG5MHOoP14O1sfh9w+9ImUjDZ5TMaHR/Kq6oiamBeuGFF/DZZ59h8+bN0Gr7f+H3yCOPYPHixcLHBoMBGRkZSEhIQFRUVC9fGThYO4tPnvqkS+IIgPDYhvs24Lehv4Fhzm700DuO49B0rKnn52aAnU/vxITbJ8iqT8TJos4X9LyZeUhMpK1CPTKZAIsFKrMZ4YmJ9MLujkQgflg8Goob0Ph7I2KjYxEUIutf6X514uQJ4Xjw5MG0PrtD67Jfhl05DL+++is4loNxvxGZNyik8bYftNa04qe//YRDnxwSHmNUDCb8eQIufupihESFiBidBNCa9EhiXiJK15UCADRtGvo976HW463C8dCLhkKXqBMvGKmiNemxwRcNxpFP+AKU9pJ2JF5J61LJPMnRiPouJj4+Hmq1GrW1tS6P19bWIjm595Gk//rXv/DCCy9g/fr1GD16tPC44+tqa2uRktKZga2trUVBQUG3zxUSEoKQkK4XOyqVCiqasAAAKP+53GWLXXdYG4uG331wh5IDDKcNqNhegewp2d5/fh8p31IuHOdcmkM/S71Rqfi8JMPQuvNA6thUNBQ3gLXyay91LE2Wc1fN3s4K2rQJafQz1x1al/0y5PIh+PXVXwEAJwpPYNRNo0SOSPpYO4s9b+7Bxkc3wmzobK2Qfl46Ln/zciQX0Jh6ALQmPaTL1gnHLeUt9O/lIcdEPq1Oi5jsGI9vPAcEWpMey7ggQziu2llF/2YK58n3V9SfhODgYIwdO1ZoXA5AaGR+/vnn9/h1L730Ep599lkUFhZi3LhxLp/LyclBcnKyy3MaDAbs3Lmz1+ckPTO1mLDrtV1unasOUSM4ItijP+oQtVvPbax2vxRQbKydRemWUgBAWHwYEkfQ3QDifSnjOpPv1ADdM5W7+aabQdogJAxPEDkaoiSZkzKhCed7ZhwvPA6O7a4cODB1N+Ckcncl3p3wLn748w9CUkobo8UV71yBP2z/AyWlSL+5JKbKWsQLRIbaG9thrOSvu5NGJ1FSinhNwvAEYcIjTeYjzkTf97F48WLccccdGDduHCZMmIClS5eira0N8+fPBwDcfvvtSEtLw5IlSwAAL774Ip544gl88sknyM7OFvpGRUREICIiAgzD4MEHH8Rzzz2HIUOGICcnB48//jhSU1Nx9dVXi/XXlCVLqwU7/70Tv/zrF5ia3eu1dWvhrR5XNZVuLsXKS1b2ed6xb49h+LXDoQ52L5Elppr9NTC38BfY2VOywajoBZ14X5fJfPeKGIyMdDR3oPlEMwAguSAZao30f6cQ+QgKCcKgaYNw9KujaKtrw9YlW5F5YabQjDtQFa8pRuGiQhgqDMJjmnANrG1Wl/MK/lCAaS9MQ3hCuL9DJArjnJiiyXyeqT3QuZuFJvIRb1KpVUgdn4rSTaUwnDbAWGVEZCr1fyMSSEzdcMMNqK+vxxNPPIGamhoUFBSgsLBQaF5eXl7uUgL25ptvwmKx4LrrrnN5nieffBJPPfUUAODvf/872tracM8990Cv12PSpEkoLCwcUB+qQGJtt2LX67vwy0u/oL2h3b0vYvjRzJmTPe+lkTk5E1HpUTBUGrrvM3XGoU8OofFII6756Bok5Eu7wqF0U6lwnDUlS7xAiKIlFySDUTHgWA7Ve6v7/gICAC7/Vqnjafsj8b6I5AjheNNjmwDwr5Gzls2S5ZTZgSpeU4zV163u8hrvnJRKHJmIy9+8HJmTqCcX8Q5dlk44poopz9Qc6NzuTokp4m3p56UL75UqdlYg/5rAe10kXYmemAKAhQsXYuHChd1+bvPmzS4fl5aW9vl8DMPgmWeewTPPPOOF6AKHzWTDnrf3YNuSbWirbRMeZ1QMxtw+BqkTUvH9n77nH3S+uDxTDDRr6ax+3Q1WqVWYtWwWf9HKdPPcHMCoGXB2DtX7qvHOue9g+r+mY/z94yVbWly6uVQ4zrkkR7xAiKIFhwcjYXgC6g7Voe5gHWwmG4K0kvi1LmnO2x6dq84I8YbiNcXY+87eLo8bKg1Yfd1qzPtinqSTU6ydRfnWchirjYhMiRxQpZfNZEPj8UZ8c883vd54CtGF4K7dd0GjpbHhxHu0MVoERwbDYrRQxZSHnCumksfQdlriXWkT04Tjil8pMUV49A6GwGa24bf3fsPW57fCWOXUx4kBRt08Chc/cTHihsYBACKSIrqU4kelR2HW0oHdBc6fm495X8zr8bl1OTqsuWUNGoobYDPZ8MPCH1DybQmuWnEVIlOkVf7J2liU/VwGAAhPCkd8frzIEcmASgUMGQJ7ezt/TNyWOi4VdYfqwNpY1BbVIm1CWt9fFOCqdlNiyi20Lj3G2lkULirsdcps4YOFyJuTJ8ltfd1tt+ur0sukN6HpRBOaTzQL/20+0Yym4019VkI7mPVmVP5aKasBJ6KgNekRhmGgy9Kh7lAdWspbwLEctVZwk6PxOaNikDBC2rsUREVrsl/SJ6YLx5W/VooYCZESSkwFMLvVjv3v78fW57aipdy1xHn49cMx5akpXZoC58/NR96cPK/dTfXkue/Zew/WP7Qeu/7DN2I/Xngcb456E1e+c6Wk7j5X76uGxWgBcKa/lESruiQlOBjcyy/DWFeH0OBgsaORlZSxKdj//n4AfCUQJab65qiY0oRrEJcXJ3I0Ekbr0mPlW8tdkjpdnJkyW761XHJJmJ622zkqvS555hJEpUe5Jp9ONKGjscMr/385DTgRDa1Jj+my+cSU3WJHa02rLHvZeLOK0R12qx31h+sBAHFD46AJpUrGHtGa7JeI5AhEZ0WjpawFVXuqwNpYqIIosRfoKDGlUL29iLE2Fgc+PICfn/0Z+lN6l68bdvUwTHl6CpJG97yfXKVW+eyCurfn1oRqcNm/L8OQy4fgq/lfobW6FR2NHVh97WoUzC/ArGWzEBIZ4pO4PHFq0ynhOPuSbPECIQGhSwN00qu2ujYhEZ86NlWSVStEvtxNrkgtCdNnpReATY9v8ug5Q+NCETs4FpoIDUo3lvZ5vtSqn4kyRGdFC8f6Ur3sElP9qWIcqMajjbBb7ACovxTxnfTz0tFS1gJruxV1h+poAiuhxJQS9fQiNuPVGbCb7Njy9BY0HW9y+Zohlw/BlKenIHWs9Le15M7MxYKDC/DtPd+ieE0xAGD/f/ejbEsZrvnwGmRckCFqfGWby4Rjqd0RJ8qTNCZJ6MFGiam+Ve3t/DdKGZciYiREidxNroTGhvo4Es/0WenVnTNDT2IHxyJmcAxic8/898zH2mh+4AxrZ7Ese1nP2/oGMDyFkL64TOYr04t+jeiJvqoYfdWvjhqfE39Im5iGw6sOA+AboFNiilBiSmF6fBGrMOCL67/ocv7gGYMx5ZkpLnt95SAsLgzXf3E9Dqw8gB8e+AEWowXNJ5vx38n/xaRHJuHiJy8WZQS83WpH2VY+MRWREiH05iJ9MJvBLFiAKJMJeO89IFRab9qkTBOqQeLIRNQeqEX97/WwtluhCaOy+55QfykP0Lr0mLtTZgsfLMTcj+ZK5mZQ9W/uTfUcfftojJg3ArGDY6HL1rk1bKHPASfo//CUgENr0mNnV0zJhZj96qjxuQdoTfZb+nmufabG3TtOxGiIFNBVgIL0+iJ2lpxLczB/63zcuu5W2SWlHBiGQcGdBbjvwH3IuJC/A8axHLY+vxUrLliBhqMNfo+pak+VMP4655Ic6i/lLo4D6uqgamjgj4lHHAkWzs5h+//bjtLNpWDtrMhRSRNN5PMArUuPOZIwAISkS3cajzTivfPew5ZntsButfsnuG7YTDZsfmoz1j+03q3zz5l/DoZePhTxw+I9mgDqGHASlRbl8nhUepTkpxRKCq1JjzlXTLWUtfR8osR40q/O25wTU1Qx1Qdak/2Wck4KVBo+FVGxs0LkaIgUUMWUgrhbij/z1Zk478Hz/BCRf8TkxODOLXdi+4vbsfnJzWBtLKr2VOHtc97GjJdnYNx94/yWICrdVCocU38p4i/OU4a2PLUFW7DF5z0o5MqRmAqJDkFsbqzI0RAl6nHKbEYUzv+/81H0QRGq91WDtbHY/ORmHPv2GK754BrED/PvBNcTP57A93/6vsvW/m55YbudL4enENITl618MqqYErNfnWMrX2hcqOx6chH5CNIGIbkgGVW7q9BQ3ACT3gStTit2WERElJhSEHdfnMKTwn0cif+p1CpM/sdkDJ45GGtuWYPGo42wddjw/f3fo+TbElz13lUISwjz+QWxS2KK+ksRPyheU4x9y/d1edzXPSjkyFhlRGt1KwC+WooqGomv9JaEGX//ePz83M/Y+vxWvjfcbv5GyrQXp2HCwgk+H2dvrDJi3V/W4fDqw8JjqiAVhlwxBEe/Oso/4KPtdr4cnkJId8LiwxAUGgRbh002iSlTi6lzLfbB20MDWmtb0VbbBoDfxkevk8SX0iamCS0Wtr20DbkzcumGRQCjxJSCuPvipOTJN6ljU3Hvvnvx099/wu7XdwMASr4vwX+G/gfqYLXLWGtvVpSwdhanNp5C6ZZSAEBkWiRiBscM+HkJ6Y2wfbc7Pu5BIUeVuyuFY9rGR3ytpySMWqPGJU9fgqGXD8X/bv8ffyPFZEPhokIc/eoo5vx3DqIzo7s+4QCxNha7Xt+FTY9vgsVoER7PnJyJy9+4HIkjE3ueALaUqi+JPDEMA122Dg3FDWgpawHHcZJNtrB2Fr+99xs2PrYR7fXtfZ4fGhfq9aEBtI2P+BOj7lyL25dsx/Yl26niP4DROxUFcTRd7bGvBcNvJVD65BtNmAazX5uNm7+/GRHJEQAAi9HikpQCOitKHJP9+qt4TTGWZS/DRzM+Amvl+/qYmk048r8jA3peQvoiZg8KOaL+UkRK0iak4d5992LCAxOEx05tPIU3R72JAx8cAOfFfiUVOyuwfMJyrHtwnZCUCosPw5z/zsGdW+5E4shEAHyl16LSRbhj0x2Y+8lc3LHpDiw6tYjeIBBZ02XpAPA91drq2sQNpgenNp3CO+e+g2/v/VZISqmCzrxN6+G63tRswrFvj3k1DprIR/yleE0xdv17V5fHvfX+jMgPJaYUpNemqwE4+WbIZUNw7/57e27QyvF/vv7j1zjwwQEcLzyOqj1VaD7VDLPR7NabAscUxLOTA9Z2K/1SJT4nZg8KOare0zl5LHU8JaaI+DRhGly27DLctv42RGXwjcHNBjPW3rEWq69djbb6gb2J7mjuwLf3fYv3zn8PNb91vuE89+5z8acjf0LBnQVdqkcclV6jbhqF7CnZAXPNQJQrOruzAlFqDdCbjjdh1TWr8MGlH6C2qLNaafj1w7Hw2ELM+7Lr0ABNOD95l2M5fH795yj5vsRr8dQV1QnHNJGP+EqfUyfBV/zTIJ/AQlv5FKbHpqsBWorfUNwAm8nW6zkmvQlr71jb5XGVRoWw+DD+Txz/39D40M7j2FD8+H8/9jkSnLZRuYFhgIwMsB0d/DFxi7vbcsMTlddXzlMcxwkVU2HxYT7ZKqU4tC79ZtDUQVhwcAEKHyjEgQ8OAACO/O8ITm8/jSveuQLD5gzz6Pk4jkPRh0X48a8/umwJShqThMvfvBwZ52d4NX7iJ7Qm+8VRMQXwDdDTJqSJF8wZphYTtj6/Fb8u/VWotgeAlHNTMHPpTGRNzgLAD/g5u19d+gXp+OaP36DooyKwVhar5q7Czd/ejEHTBg04LkfFlCpIhfh8/w5kkCVak/3iScU/9SUMHJSYUiCafNNpIJUirJVFa3Wr0CzZY/RL1X0hIeBefx2GujpoQ0LEjkY2HNt3DZWGXhOk6x9aj6veuyqg7362lLWgvYF/g06Nz91E69KvtNFaXL3yauRdnYdv7/kW7Q3taKtrw6qrV6HgzgLMXDoT2ui+JxbV/16P7+7/DmVbyoTHgiOCMeWZKZj454md24OI/NCa7BeXyXxletHiAHruIxWRHIGpS6ZizO1jugxA6K5f3Zz/zoHNbMPvn/8Ou9mOT6/6FLcW3oqsi7L6HZvNbENDcQMAIH5YPIJC6G1in2hN9ou7789+efkXRGVEIXYwTVEOBPQbR6Fo8g3P3YqS8X8ej9CYUHQ0dqC9oR3tDe0ux31VXfWGtlERX3Fs31193Wp+u24PyanqvdVYPm45Lvj7Bbj48Yt73t6qYC79pWgbH5Gw/GvykXFBBr6951sc/ZqfzLX//f04tfEU5rw/BzmX5IC1s11uPtnNdmx5dgt2/GsHWFtnBcbw64Zj5qsz+R6UhASg6KzOClkxJ/Od2ngK6/6yzmXLnjpEjfP/73xMengSQiLdT2yoglSY+/FcsFYWR9Yega3Dhk8u/wS3/nhrvysiG4obhN8d1F+K+JK7789Kvi1BybclGDxjMMbeOxZDrxwKtUbt4+iIWALv3QkJKH1WlDBntjm+2nvvLWu7lU9SNbYLyaqKXyu6bdp3NiVPQSTi63H7bkYUxi0Yh6IPi4SLzW3/3IbiL4tx5fIrhW0CgYIanxM5iUiKwA1rb8CBlQfwwwM/wGK0oKW8BR9c+gGGXjEU1b9Vw1jZedMjNC4UjIpxqcCIGRSDy167DEMuGyLGX4EQyXCumPJVj6nuksWO68qm40346W8/4cha16E4I+aNwLQXp7nE5wm1Ro1rP7sWq+euRsn3JbC0WvDxrI9x2/rbkDbe8+2K1Pic+Iu7Ff8OJ348gRM/nkBESgTOvetcnHvXudSSQYEYzptjXxTCYDAgOjoaLS0tiIqiO4xy52hQDsD1l9+ZSul5X8zrV+8t1s5iWfayPpNei04tCshtlB4xm8E9+CA6OjqgffNNqEJDxY5Idnq6KLaZbdi2ZBu2/nOrSx+LcQvGYdoL0xASFRil5x9M+wCnNpwCACyuXIzIVEoY94nWpSToy/T46s6vULq51K3z1cFqXPjQhZj0yCRoQjW+DY74F63JfuFYDs+HPQ+72Y6EEQm4/9D9Xn3+4jXF3fZ2vfSfl6K2qBY7l+107SM1NgWzls5C5iTvTMm2mWz49MpPcXL9SQCANkaLOzbegeQCz7bvr1u8Dr+++isA4NZ1t2LwjMFeiU/RaE32W1/vz6567yq017dj79t70Xyy2eVrGRWDIbOHYOx9Y5E7K5feZ0mYJ3kV+i4SxXNUlJw91SQqParfSSmApiB6FccBp09DVVXFHxOP9TRJKygkCFOemoJ7992LtImdd1D3vLkHb4x4w+ujpqWIYzsbn0ekRFBSyl20LiVBl6XD7Rtux4yXZ/R5rjpEjXt+uweXPHMJJaWUiNZkvzAqRqiu0Jfq3Zq67K6epjMbKgxYe/tafmvtmaRURHIE5vx3Du7edbfXklIAEKQNwo1f3Sj0lzI1m/Dh9A9Rd6iuj690VXugc4shVUy5idZkv/X1/uyc+efgwr9fiD+X/Bm3rrsV+XPzwaj5N1gcy+HYt8fw6RWf4t+D/o2fn/u529YprJ1F6eZSHPz0IEo3l3p1yp8vnztQ0VY+EhB81RCepiASuUgcmYg/bP8Ddr22Cxv/sRHWdisMFQZ8euWnGHnjSMxaNkux0/uaTjTB3GIGgH5tbyBEbIyKQcq5KX2eZzfb0V7XDgz3Q1CEyIguW4emkiZY26zoaOpAWFzYgJ+z15H3TlTBKlz4twsx6eFJCI4IHvD/tzuaMA1u+vYmfDTzI1TsqEB7Qzs+mPYB7txyJ+Lz+p6ux3GcsJUvPCkcEUkRPomTEGfuvD9jVAwGzxiMwTMGw1hlxL739mHf8n0wnObfd7WUt2DT45uw5ektyJuTh7H3jsWgqYNwZO2R7t+fLRv4+7OeqiS98dyBjBJTJGD4qiE8TUEkcqFSq3DeovMwbM4wfHvvtzjx4wkAwKHPDuHEjycw89WZGH3baMVNrHPuL5Uyru8394RIkbuDNGjgBiFdnd0A3RuJqT5H3p9xzcprMPLGkQP+//UlJDIEt/xwCz6c/iGqdlehrbYNH1z6Ae78+c4+p5oZq4zoaOwAgICe4Ev8z5P3Z5Gpkbj48Ysx+R+TcfyH49jz1h6UfF8CcABrY1H8ZTGKvyxGeFI42mrbuny9odKA1detHtCOGWEL4lkJaW88d6CjxBQhXkBTEImc6LJ1uKXwFhR9VIR1D65DR1MHOpo6sPaOtTj4yUFc8dYV/W7GKkXU+JwogbuDNGjgBiFdnd0APXXswF8L3E0C+7OdrzZai1vX3YoPLv0ANftrYKwyCskpXZaux6+jbXxETlRqFYZeMRRDrxgKfZke+97dh9/e/Q2tNa0A0G1SCoCQTPrqD1+h4WgDGJVnN2I5lsP2F7d3XyXJAWCAwgcLkTcnjwoU+oESU4QQEoAYhsGY28Ygd2YuChcV4tBnhwAAJ9adwBsj38Clz1+KCQsnQKVW9TptSA6qdlNiisifu1NmMyd7r3cNIUrhnJTRl+oH/Hytta34/fPf3TrX38ni0JhQ3PbTbXh/yvuoP1wvTPS8c8udiErvvvkwTeQjcqXL0uHSZy/FxU9cjKNfH8W2JdtQvbe6168xt5ix8R8bvR8MBxhOG1C+tZwKFvqBElOEEBLAwhPDce2n12LULaPw7X3fwlhphLXNinUPrsOhTw9h5I0jsePlHbLdR8/aWVTv4y9QorOiEZ6gzD5aRPkcAzdWX7eaH7DRzRQjGrhBSPecK6b0Zfp+P4+pxYQdL+/Ajld2wNpm7f1kEZPFYfFhuH3D7Xj/4vfReLQRzSeb8cFUPjkVkdy1f1RdUWejdNrKR+RIrVFj+LXDYbfYsebmNaLGYqjse4sv6YoSU4QQ8TEMkJgI1mTij4nfDb1iKP70+5+w/uH12PPmHgBA5c5KVO6s7HKunPbRNx5tFN48ULWUh2hdSg4N3AhwtCb7zWUrX2mLx19vM9mw6/Vd2LZkm9CLCQDUwWrYLXZJJosjkiKE5FTziWY0HmvEB1M/wB2b7+hyk8ZRMaUOViMuL06McOWJ1qTkuFuheMmzlyBxZKJHz113qA6bHt/U53nr/74ellYLCu4oQJCW0i3uYjh/bnyWCYPBgOjoaLS0tCAqqvuSV0KId7Esi7q6OiQmJkKlojv+YirbWoav//g1mkqaej7pzJ3gRacWSbpC48AHB7D2jrUAgKlLpmLSw5PEDUhmaF1Kk9y315L+ozXZP6ydxfPa58HaWCSNScJ9++9z7+tsLPav3I8tT21xSQarNCqMvXcsLnr0Ipz+5XTXZHGGdJLFLeUt+O9F/0VLGZ+QSxqThDs23oHQ2FAAgLXDiiURS8CxHJILknHvb/eKGa7s0JqUFtbOYln2sj63vffn+rXP5z5LeFI4znvwPIxbMA7aaK1H/y+l8CSvQquHEEKIi6zJWZj92uzeT3LaRy9llbs7K76oYooohWPgxqibRiF7SjYlpQjpg0qtQnQmP5nPnR5THMfh9y9/xxsj38A3d33TmXRigNG3jsbCIwsx+z+zEZEcgfy5+VhUugh3bLoDcz+Zizs23YFFpxZJIikFANGZ0bhj4x2ITOMrSWoP1OKjmR/B1GICANQfrgfH8u+yqb8UkTvHtncAQuWiYICVjO48d+Koziqstto2bHhkA17NeBU//f0nGKtoam5v6EqGEEJIF+2N7W6dJ/XR9NV7OhtgpoxNETESQgghYorO4hNT5hYzTHpTj+ed3HAS7058F59f9zkajzYKjw+9Yiju238frvnwGsQMinH5Gqkni2MGxeCOjXcI/aWq9lTh48s+Roe+A4dWHRLOc35TTYhcOba9R6W5VuhEpUcNuA1Fr8/95TwsKFqAu3ffjeHXDxeSVRajBb/8v1+wLGcZvr77azQea+zmmQlteiSEiM9iAfPQQ4hsbweWLQO0gVnuKiVKGE1vNVlRtZefyBeZGomQqBCRI5IZWpeESAutyQE5uwF6ss61yXfVnipseGQDTq4/6fJ4xoUZmPbCNGROkvfEy7ihcXzPqSnvo72+HRU7KvBy0st8j6wztr+4HTE5MZKp9pI8WpOSlT83H3lz8nyy7b2v504dl4rrV1+PxpJG/PKvX3Dg/QOwW+ywW+z47d3f8Nt7vyF/bj4ufOhCpI1PG3A8SkGJKUKI+FgWKCmB2mLhj4no+hxNf8ahVYeQNjENmlCN/4JzQ/GaYnx3/3dgrfzPk7HKiGXZy2QzTVASaF0SIi20JgckKqOzwuHYN8eQODIRKrUKDUcbsOmxTfj9i99dzk8clYipS6ZiyOwhYBTS2DpheAJuX387Vly4ApZWi0tSCgDaG9plM9xEEmhNSpqjklGs544bEocr374Slzx9CX5d9iv2vLEHZoMZ4IDiL4tR/GUxsi/JxoUPXYjBMwYLv2cCtY8kJaYIIYR00etoeid739qL09tO49pPr/V4uomvFK8p5uM+K2Y5TRMkhBDiPcVrirHrP7uEjzc9vgm739iNhOEJKN1cCs7e+YKhy9HhkmcvwaibRoFRKSMh5SxhRAI0YRpYWi1dP8kBYIDCBwuRNycvIN4ME+JrEckRmLZkGiY9PAl7396LX1/9Fa01rQCA0k2lKN1UiuSCZFz40IVg1Ax+XPxj18m7AXBjlX7bEEII6VaP++gzojD23rEICuXvbdQdqsPy8cux5609EHvQK2tnUbiosPtE2pnHCh8sBGunO5uEEBIIHDcrTM2ufaVaq1txasMpISkVnhSOy167DAuPLMToW0YrMikFAOVby9FW19bzCTIZbkKI3Gijtbjw7xdiUekiXLn8SsQOiRU+V7O/Bl/e9CW+mPeFS1IK6LyxWrym2N8h+xVVTBFCCOlRb/voJz4wEV/c+AXqDtbBZrLhuwXf4cS6E7jqvauEMdT+VvZzWZcXdBdOF9y+Ku8mhBAiDb3erHBggClPT8H5fzkfwRHB/gpNNO4OLZH6cBNC5CooJAjn3nUuCuYX4MjaI9j+4nZU7a7q+QsCpJJRmX8rQgghXtPTtKGE4Qm4e9fdGL9wvHDukbVH8NaYt1C6pdSvMbJ2FsVrivH1XV+7dT5dcBNCiPKVby3v/WYFAHBA1uSsgEhKAcoYbkKIEqjUKgy/djju2nkXZrw8o/eTA6CSkRJThBBC+i1IG4TZ/5mNG7+6EaFxfJWUocKADy79AJue2ATW5tstczazDfve3Yc3hr+B1deuhv6k3q2vowtuQghRPqoO6sox3AQ97VRk+C37mZPlPYWQELlgGAYRKRFunavk31WUmCKESENUFLgI934pE+nJuyoP9x24D9mXZAMAOJbDz8/+jPcvfh/6Mr3X/39mgxnb/992LMtZhm/u/gaNxxqFz6k0vby00QW3Z2hdEiIttCY9QtVBXTmGmwDompw68/GspbMUu13I62hNEi+g31UAw4ndqVaCDAYDoqOj0dLSgqioqL6/gBAyYCzLoq6uDomJiVCp6GJIrlg7i+0vbsemJzYJDWVDokNw5fIrMeL6EQN+/taaVn7k7pt7YG4xu3zOMXLX0mrB59d/zj/o/Ap35oKbpvK5j9YlIdJCa9IzrJ3FsuxlMFQauu8zxfATrxadWhRwiZjiNcUoXFToOv0rIwqzlip/+pc30Zok3qDU31We5FVE/1u9/vrryM7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     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Synchrony varies with bin size from 0.1607 to 0.6927\n",
      "Rate variability decreases with smoothing from 0.354 to 0.154\n"
     ]
    }
   ],
   "execution_count": 10
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Summary and Best Practices\n",
    "\n",
    "Key Functions:\n",
    "\n",
    "1. **`bt.metric.raster_plot(spike_matrix, times)`**: Extract spike times and neuron indices for visualization\n",
    "2. **`bt.metric.firing_rate(spikes, window, dt)`**: Calculate smoothed population firing rates\n",
    "3. **`bt.metric.cross_correlation(spikes, bin, dt)`**: Measure pairwise spike train synchrony\n",
    "4. **`bt.metric.voltage_fluctuation(potentials)`**: Quantify voltage-based synchrony\n",
    "5. **`bt.metric.functional_connectivity(activities)`**: Compute correlation-based connectivity matrices\n",
    "\n",
    "est Practices:\n",
    "\n",
    "- **Raster plots**: Use for visualizing spike timing patterns and identifying synchronous events\n",
    "- **Firing rates**: Choose smoothing windows based on timescales of interest (1-10 ms for fast dynamics)\n",
    "- **Cross-correlation**: Adjust bin size to match relevant temporal precision (1-20 ms typical)\n",
    "- **Voltage synchrony**: Best for continuous membrane potential data\n",
    "- **Functional connectivity**: Use sufficient data length for stable correlation estimates\n",
    "\n",
    "Parameter Selection:\n",
    "\n",
    "- **Temporal resolution**: Match analysis timescales to biological processes\n",
    "- **Bin sizes**: Smaller bins → higher temporal resolution but more noise\n",
    "- **Smoothing windows**: Wider windows → more stable estimates but lower temporal resolution\n",
    "- **Data length**: Longer recordings → more reliable statistics\n",
    "\n",
    "Common Interpretations:\n",
    "\n",
    "- **Cross-correlation index ≈ 0**: Asynchronous firing\n",
    "- **Cross-correlation index > 0.5**: Moderate synchrony\n",
    "- **Cross-correlation index > 0.8**: High synchrony\n",
    "- **Voltage fluctuation χ² ≈ 1**: No synchronization\n",
    "- **Voltage fluctuation χ² >> 1**: Strong synchronization"
   ]
  }
 ],
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